tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=4
objective=binary sigmoid:1
feature_names=atom_v_bur_3_5_Cs atom_v_bur_3_5_Hs_min cm5_Cs cm5_Hs_min lst_pka_pred_nshell3
feature_infos=[66.490946482300004:150.69345512789999] [50.645174261400001:135.21331321279999] [-0.77633000000000008:0.79020000000000001] [-0.79553000000000007:0.70690000000000008] [13.582188368100001:54.915453171400003]
tree_sizes=3410 3389 3410 3400 3404 3402 3416 3417 3416 3432 3440 3412 3412 3427 3435 3432 3440 3444 3425 3446 3414 3421 3422 3439 3434 3414 3416 3432 3455 3415 3456 3427 3431 3449 3425 3455 3444 3446 3392 3425 3450 3432 3435 3415 3447 3460 3407 3468 3427 3435 3449 3458 3443 3432 3440 3438 3453 3425 3472 3422 3450 3424 3423 3443 3439 3443 3431 3401 3413 3450 3458 3443 3443 3456 3410 3429 3452 3436 3464 3432 3436 3439 3469 3421 3459 3451 3424 3437 3453 3477 3465 3442 3433 3443 3434 3417 3427 3448 3448 3468 3441 3420 3451 3473 3452 3459 3480 3451 3445 3432 3460 3448 3426 3455 3471 3457 3443 3465 3453 3426 3447 3456 3450 3483 3420 3458 3473 3395 3410 3462 3435 3438 3406 3466 3427 3452 3474 3483 3478 3400 3440 3437 3427 3422 3467 3431 3473 3454 3406 3399 3444 3447 3485 3462 3473 3482 3481 3463 3436 3438 3459 3432 3445 3413 3475 3469 3426 3416 3400 3470 3470 3413 3439 3474 3434 3414 3447 3411 3408 3450 3442 3446 3425 3446 3398 3485 3473 3413 3469 3420 3468 3431 3453 3448 3476 3381 3456 3472 3450 3447 3470 3475 3459 3453 3439 3461 3473 3469 3443 3415 3397 3400 3443 3465 3408 3414 3487 3466 3442 3460 3465 3428 3399 3408 3430 3441 3467 3418 3420 3420 3474 3431 3427 3484 3482 3448 3489 3465 3482 3416 3457 3469 3501 3412 3369 3410 3399 3482 3406 3448 3412 3431 3442 3433 3475 3490 3431 3473 3479 3419 3459 3476 3460 3486 3383 3466 3401 3421 3401 3421 3465 3458 3483 3403 3405 3495 3375 3432 3472 3446 3473 3481 3417 3485 3424 3437 3434 3464 3463 3418 3408 3472 3421 3473 3467 3478 3387 3472 3405 3434 3429 3442 3462 3410 3433 3463 3432 3478 3403 3404 3379 3439 3487 3426 3422 3415 3478 3422 3473 3456 3490 3483 3474 3469 3414 3409 3457 3426 3480 3477 3452 3421 3484 3462 3413 3445 3470 3406 3459 3423 3453 3417 3480 3413 3421 3438 3429 3436 3479 3492 3503 3465 3445 3414 3455 3501 3487 3473 3497 3395 3479 3414 3471 3399 3484 3424 3478 3482 3415 3452 3404 3452 3396 3405 3469 3493 3415 3424 3407 3416 3468 3473 3476 3396 3412 3487 3494 3397 3410 3485 3467 3463 3477 3504 3468 3441 3473 3420 3478 3415 3493 3427 3410 3474 3422 3467 3418 3422 3413 3459 3467 3443 3464 3488 3472 3395 3423 3405 3442 3464 3449 3413 3470 3469 3459 3456 3397 3499 3477 3465 3415 3472 3397 3431 3429 3420 3475 3414 3463 3490 3468 3474 3495 3467 3423 3437 3479 3398 3492 3468 3478 3411 3418 3437 3479 3425 3490 3427 3396 3480 3467 3390 3400 3486 3392 3424 3461 3421 3435 3425 3472 3408 3439 3484 3400 3401 3488 3476 3411 3409 3467 3402 3460 3437 3482 3418 3418 3382 3392 3418 3466 3431 3449 3486 3451 3495 3406 3446 3480 3467 3404 3483 3448 3484 3463 3409 3402 3433 3429 3470 3404 3461 3444 3484 3470 3483 3478 3491 3480 3454 3471 3445 3468 3458 3487 3505 3396 3414 3405 3473 3472 3432 3487 3448 3417 3437 3423 3471 3407 3474 3471 3426 3418 3437 3414 3408 3470 3424 3486 3487 3446 3479 3461 3476 3486 3414 3415 3419 3439 3416 3488 3455 3418 3478 3425 3483 3494 3438 3471 3461 3474 3473 3479 3417 3474 3484 3465 3417 3430 3473 3413 3450 3474 3409 3489 3409 3385 3430 3455 3405 3480 3420 3474 3497 3429 3494 3490 3410 3426 3438 3414 3413 3482 3432 3414 3433 3382 3451 3475 3406 3421 3441 3421 3460 3413 3449 3402 3431 3463 3471 3458 3474 3458 3449 3424 3438 3503 3463 3476 3430 3464 3409 3464 3408 3502 3417 3422 3419 3404 3419 3518 3461 3426 3448 3472 3453 3396 3422 3460 3455 3471 3412 3438 3410 3474 3429 3434 3438 3429 3444 3434 3411 3485 3500 3485 3441 3467 3457 3472 3406 3411 3431 3490 3481 3432 3464 3440 3412 3407 3483 3485 3480 3478 3406 3423 3476 3421 3461 3416 3411 3444 3410 3427 3473 3420 3484 3432 3501 3413 3473 3452 3422 3491 3483 3448 3410 3486 3451 3425 3434 3469 3408 3417 3427 3455 3436 3444 3403 3411 3427 3413 3472 3422 3425 3494 3421 3407 3441 3423 3494 3480 3484 3498 3489 3491 3510 3396 3483 3413 3414 3493 3425 3427 3504 3500 3453 3464 3422 3438 3414 3458 3463 3507 3490 3413 3458 3414 3427 3486 3477 3506 3499 3402 3394 3426 3412 3417 3426 3493 3501 3419 3514 3426 3506 3406 3470 3494 3454 3410 3474 3510 3477 3499 3419 3439 3520 3441 3499 3397 3484 3441 3432 3422 3397 3456 3505 3479 3420 3502 3391 3498 3442 3428 3409 3435 3396 3429 3439 3404 3482 3414 3418 3424 3510 3480 3406 3509 3399 3415 3493 3425 3456 3438 3405 3407 3508 3435 3523 3415 3481 3427 3468 3436 3405 3499 3501 3401 3496 3433 3437 3435 3421 3535 3442 3408 3489 3503 3419 3478 3504 3403 3480 3435 3506 3506 3426 3427 3492 3519 3400 3500 3426 3494 3484 3426 3507 3440 3456 3432 3508 3431 3498 3422 3507 3397 3452 3445 3437 3511 3416 3445 3503 3515 3503 3505 3509 3501 3434 3410 3425 3525 3425 3429 3519 3482 3442 3448 3519 3414 3482 3421 3438 3509 3514 3514 3425 3495 3477 3512 3510 3470 3427 3516 3487 3525 3395 3430 3524 3488 3509 3500 3491 3518 3410 3414 3494 3510 3518 3493 3510 3517 3446 3507 3421 3418 3399 3433 3440 3411 3508 3453 3445 3509 3510 3521 3445 3520 3504 3420 3491 3425 3436 3415 3513 3526 3430 3519 3521 3513 3516 3418 3438 3439 3518 3428 3456 3440 3426 3521 3490 3514 3418 3426 3453 3518 3440 3522 3426 3430 3424 3550 3449 3436 3541 3417 3445 3521 3475 3437 3431 3510 3512 3509 3455 3505 3432 3515 3487 3434 3523

Tree=0
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 3 4 4 0 4 3 1 1 3 2 2 0 2 0 0 0 1 0 4 0 4 4 3 1 1
split_gain=492.937 455.252 145.96 93.9505 103.912 92.9477 60.6864 55.3078 39.1304 57.1373 36.7265 33.9654 33.767 49.9184 42.6952 33.3237 43.6082 30.5624 29.9762 28.5542 28.4174 34.5813 27.2223 25.1103 24.1791 23.1601 33.8314 28.8006 21.6557 19.6862
threshold=70.182199495350019 85.705356740550016 89.89935142405001 95.44832900530001 98.230883170350012 0.099855000000000027 38.396531328800009 44.578137159850009 82.605564516150011 48.393869453650005 -0.20885999999999996 75.629015667650023 81.339300736700025 0.075320000000000012 -0.016679999999999997 -0.15962499999999999 104.25302938255003 0.19977000000000003 86.09518316945001 102.21786657775002 91.109157582800023 68.20618276945001 96.631250582750013 39.656620114300004 91.625341543800019 42.081757894750005 43.321682097200004 -0.11595499999999999 66.439865777750015 78.27445846800002
decision_type=2 2 2 2 2 2 2 2 2 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 10 22 8 -6 18 9 -1 -2 -8 14 -14 19 16 -15 -10 25 29 -20 28 -5 -7 -9 27 -27 -3 -22 -13
right_child=2 7 -4 4 6 23 11 24 17 -11 -12 12 13 15 -16 -17 -18 -19 20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.022033884290298872 0.0043116742693171057 -0.018173691693345029 -0.02456207777648917 -0.005158204497422169 -0.020804755943149282 0.020381517826508641 -0.023553030600973753 0.0067112545824679244 -0.0074229838776451477 0.0033059049596880045 -0.022385824568633122 -0.0077757425752224517 0.0085691464351724707 0.019396542791641196 0.015938327792150098 -0.020834323975221329 -0.026191343225064709 0.02619134205245149 0.018286438018081237 -0.015412416908501373 0.010962581259328369 0.014869302240962497 0.012028037539012435 -0.0024552353856242305 -0.022126449401571088 -0.022251755468426504 0.014675335215395458 0.015994043497726249 -0.016562878999613725 0.014060161149410182
leaf_weight=92.598914086818695 10.096737027168272 4.8016078174114218 94.515275716781616 20.133647501468658 50.028582811355591 19.012042641639709 14.591757595539091 10.530431866645815 47.177550464868546 18.271760553121567 70.813823878765106 12.542936503887178 21.042705506086349 9.2891739010810834 29.241239130496979 43.118327349424362 5.8740898668766013 5.1445115208625785 319.38691061735153 21.429380148649216 8.2893247604370135 51.566870927810669 73.531440794467926 14.597109466791151 9.4707561731338483 9.7719915509223956 7.5362363159656516 35.590692162513733 11.994940429925917 16.259255915880203
leaf_count=576 36 28 612 91 305 37 93 35 224 67 443 60 66 19 70 263 39 7 689 119 24 129 205 62 59 61 19 85 68 42
internal_value=-6.44937e-10 0.00734812 -0.00993273 -0.00645855 -0.00324448 -0.00936836 -0.00809853 0.0143636 -0.0134526 -0.0178578 -0.0190543 -0.00443235 -0.00267537 -0.00871985 0.00335782 -0.0149621 0.00173627 -0.00411789 0.0153129 -0.00396566 0.0166124 0.00917125 0.00833379 0.0104631 -0.00694368 0.00650131 -0.0061732 0.0119324 -0.00531438 0.00455094
internal_weight=1158.25 665.742 492.508 397.993 317.083 196.802 223.417 468.94 163.193 110.871 80.9106 173.389 158.797 79.3243 79.4728 58.2816 15.1633 52.3221 448.939 50.2316 391.238 71.8511 93.6651 33.6092 20.0012 57.7005 17.3082 40.3923 20.2843 28.8022
internal_count=4633 2170 2463 1851 1372 973 1076 1197 874 643 479 771 678 387 291 321 58 231 1103 221 910 221 296 99 94 193 80 113 92 102
is_linear=0
shrinkage=0.130957


Tree=1
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 3 4 4 4 3 0 4 4 0 2 2 2 3 1 1 3 0 2 0 3 0 1 2 4 1
split_gain=401.449 371.505 119.817 76.7448 84.7604 66.1611 48.0244 47.2101 45.2279 30.0966 30.0179 28.4014 28.3976 35.9503 31.3572 32.1646 26.7439 34.9035 24.3163 32.6403 40.7163 35.547 27.1576 35.624 23.4587 23.2642 27.4443 20.4553 18.7279 18.3956
threshold=70.182199495350019 85.662341410450011 89.89935142405001 95.44832900530001 98.51854819030001 0.093185000000000032 44.131787411600008 38.396531328800009 39.955516828000007 -0.20885999999999996 86.09518316945001 41.976795488650005 48.393869453650005 75.994645973400011 -0.22386500000000001 -0.105535 0.70681500000000008 0.094595000000000026 77.621163142300006 81.339300736700025 0.075320000000000012 102.75018128760001 -0.15962499999999999 104.25302938255003 0.080375000000000016 91.109157582800023 68.20618276945001 -0.11534 45.044778924400006 66.439865777750015
decision_type=2 2 2 2 2 2 2 2 2 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 9 16 12 10 -6 -7 -2 11 -3 13 -1 -15 -16 17 -5 -9 21 28 -20 23 -22 -8 -12 29 -13 -21 -27
right_child=2 6 -4 4 7 8 24 18 -10 -11 25 27 -14 14 15 -17 -18 -19 19 20 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.020604405063388349 0.0034972194996982955 0.0098107860461596318 -0.020099009850715357 0.0079525358085510995 -0.016921185591520643 0.014897461230165341 -0.019062394369706959 -0.014931054440814497 -0.011194811370603073 -0.01829000084202597 0.01498197958679654 0.014494680688721315 0.0014740312524892576 -0.019112247531236817 0.015312089396785295 -0.0080023773573451515 0.021995049487437603 -0.010599603302685511 0.010106326197303806 -0.0056216170325251854 0.015817826971826106 -0.0083189505055453958 -0.017005165506991222 -0.021458949428837384 0.0044052846497563978 0.0095260405902630896 0.012097514645357427 -0.01470170219705863 0.016817348798258622 -0.013486225099081
leaf_weight=59.487522304058075 10.094001114368437 46.450025096535683 93.68890380859375 66.688867211341858 49.115554213523865 25.085287600755692 9.4278014451265353 23.43415230512619 14.649040117859839 70.299025237560272 316.35427036881447 4.4149206727743175 19.171830743551254 23.038805305957794 11.037199452519415 32.477847218513489 13.348850592970846 17.908810958266258 44.827392801642418 9.2376138269901293 9.2384136915206891 21.600371152162552 42.846635043621063 5.8157382309436789 15.982290938496588 8.1244654804468173 51.401025593280792 13.728648051619528 11.7825830578804 11.947099745273588
leaf_count=390 36 131 612 203 301 55 59 137 78 443 683 10 73 146 27 162 19 92 124 42 19 109 263 39 56 23 129 80 24 68
internal_value=-6.7589e-07 0.00598589 -0.00809937 -0.0052621 -0.00264236 -0.00821288 0.0114816 -0.00674031 0.0052779 -0.0155544 0.0123681 0.00492107 -0.0119043 -0.0139393 -0.00798182 -0.00208887 0.00647423 0.00402516 -0.00377769 -0.00197947 -0.00710914 0.00411496 -0.0122154 0.00141702 -0.00430183 0.0136084 0.00752872 -0.00759727 0.00695624 -0.00417144
internal_weight=1152.7 662.778 489.927 396.238 315.845 184.948 477.831 217.898 39.7343 80.393 452.42 64.5936 145.213 126.041 66.5539 43.515 97.9465 84.5977 168.783 145.349 78.921 66.4278 57.9008 15.0542 25.4101 387.827 71.4726 18.1436 21.0202 20.0716
internal_count=4633 2170 2463 1851 1372 931 1239 1058 133 479 1124 221 798 725 335 189 314 295 757 620 387 233 321 58 115 903 220 90 66 91
is_linear=0
shrinkage=0.0117989


Tree=2
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 3 4 4 0 1 4 3 4 1 3 1 3 2 0 0 2 0 0 0 1 3 3 4 0 0
split_gain=329.721 304.713 100.645 63.6247 70.2002 54.9835 44.5961 39.5455 25.6201 40.1575 28.5159 26.9681 25.4242 25.3481 25.1456 25.0712 32.4009 31.3222 24.6981 24.6564 22.474 29.5231 21.474 20.2533 27.743 19.7127 20.8377 19.3868 16.8576 16.2759
threshold=70.182199495350019 85.662341410450011 89.89935142405001 95.44832900530001 97.886760529650019 0.099855000000000027 38.396531328800009 44.578137159850009 75.994645973400011 61.917879202350001 48.393869453650005 -0.17949499999999999 39.955516828000007 75.28220456885002 -0.20885999999999996 81.339300736700025 0.075320000000000012 -0.016679999999999997 86.09518316945001 96.631250582750013 -0.15962499999999999 104.25302938255003 102.21786657775002 84.546631286350006 58.309968391300011 0.080545000000000019 1.0000000180025095e-35 41.976795488650005 91.625341543800019 109.30464220965001
decision_type=2 2 2 2 2 2 2 2 2 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 14 19 8 -6 18 10 23 -1 -11 -7 -8 -2 17 29 22 27 -5 21 -18 -15 24 -10 26 -20 -3 -9 -17
right_child=2 7 -4 4 6 12 13 28 9 11 -12 -13 -14 15 -16 16 20 -19 25 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.023399810963333718 0.0038760173299948342 0.010919410441280045 -0.022805042172766465 -0.0057213218858720221 -0.019320932450371642 0.018466724800201222 -0.022626940870190453 0.0051717152118095 0.010369215562064894 0.0072081527258208069 -0.00090251444819239399 -0.021711109707428556 -0.010121759984215724 0.0038225336667306008 -0.020667212999775347 -0.011202544754898064 0.017784150931336475 0.014901129159863337 0.011776058272220211 0.012682554853675438 -0.019207413893108028 -0.024429461232768561 -0.014776186192048263 0.018792118610685592 -0.02240125742643833 0.012831950781001487 0.024013311607969583 -0.005851747120315001 -0.021322031139496243 0.015984698132169149
leaf_weight=58.927806720137596 10.086862981319426 46.230759873986244 91.551969051361084 20.115358412265778 49.657505691051483 19.672462761402134 13.852466657757757 11.10529735684395 12.476957961916925 8.3921895772218686 14.874889850616453 35.77356643974781 9.8363494575023633 34.029394507408142 68.965696156024933 6.8602821230888393 9.1066907644271833 31.005804032087326 44.826101884245872 64.717829644680023 42.291894033551216 5.6650391221046439 21.263641238212585 13.191532894968985 9.663801357150076 255.12284074723721 84.869667559862137 21.189070209860802 9.3044503033161146 14.354400426149367
leaf_count=395 36 131 612 91 310 40 90 39 41 29 60 225 50 123 443 34 19 76 120 173 264 39 119 30 61 659 131 100 59 34
internal_value=-3.54344e-06 0.00670595 -0.00909881 -0.00589748 -0.00295737 -0.00921177 -0.00715131 0.0128626 -0.0127052 -0.00698633 -0.0188655 -0.016216 0.00893715 -0.00376447 -0.0175356 -0.00217682 -0.00812689 0.00322026 0.0137547 0.00831869 -0.0138224 0.001595 -0.00332984 0.00455085 -0.00393415 0.0151749 0.0197838 0.00564848 -0.00690632 0.00719304
internal_weight=1138.98 655.458 483.525 391.973 312.92 182.81 228.087 472.648 153.301 79.498 73.8027 44.1658 29.5088 178.43 79.0526 164.577 78.2783 86.2988 452.238 84.8332 57.0636 14.7717 55.293 35.3323 22.1408 384.819 129.696 67.4198 20.4097 21.2147
internal_count=4633 2170 2463 1851 1372 931 1108 1239 841 386 455 254 90 798 479 708 390 318 1141 264 322 58 242 132 102 910 251 231 98 68
is_linear=0
shrinkage=0.014519


Tree=3
num_leaves=31
num_cat=0
split_feature=1 0 1 2 3 0 4 4 0 0 4 3 4 2 0 1 0 1 1 1 4 2 3 4 2 1 3 3 1 4
split_gain=272.476 251.037 85.9423 54.5126 45.5308 41.4495 48.4092 32.591 28.3871 22.9266 35.2084 21.2174 21.0548 21.0021 20.7807 20.725 19.2366 23.6643 18.9438 17.3222 15.8253 16.0244 14.9501 18.059 16.1714 15.3741 17.5486 16.5985 14.4935 28.5942
threshold=70.182199495350019 85.662341410450011 89.89935142405001 0.70681500000000008 0.099855000000000027 95.44832900530001 38.238138001450004 44.578137159850009 97.886760529650019 82.605564516150011 48.393869453650005 -0.20885999999999996 39.955516828000007 0.19977000000000003 86.09518316945001 71.246828915000023 91.109157582800023 68.20618276945001 75.28220456885002 71.830224329350003 41.976795488650005 -0.124155 0.08079500000000002 41.685324604100011 -0.083330000000000001 62.084563606450011 0.09117500000000002 0.098950000000000024 81.339300736700025 44.749265482150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 9 11 15 14 19 10 -1 -2 -6 -11 20 -7 22 -18 -10 -8 21 -3 -16 -24 -25 26 -26 -27 -20 -30
right_child=2 7 -4 -5 12 6 8 -9 18 13 -12 -13 -14 -15 16 -17 17 -19 28 -21 -22 -23 23 24 25 27 -28 -29 29 -31
leaf_value=-0.01496308979549031 0.0027295844458198786 -0.011358265247234834 -0.016621995861778295 0.014615589626050458 0.013283394993347608 0.013538369450509423 -0.0088350053357469267 -0.0049199497820400454 -0.016344075463097848 -0.0050510672051041153 0.0023554596709721236 -0.01494175091448989 -0.0071591629766524492 0.019650725801122843 0.015480877810315796 -0.014511723529378429 -0.0049206888199485833 0.0096534294466570896 0.0010747296630958139 0.0079996811415603362 -0.0041267100387120366 0.010094475110754392 0.012799853941468242 0.010900101627273102 0.00087152481513484269 -0.0061474196936131273 -0.027489799190165257 0.013395165050560908 -0.011602145486465021 0.0024934222360495175
leaf_weight=87.905995056033134 10.076652348041533 5.0372229963541022 88.51582932472229 18.818008452653885 19.260313004255298 3.6268818229436866 9.2178105264902097 20.187926188111305 13.34746667742729 39.274560615420341 18.258766457438469 66.498358130455017 9.7856690287590009 4.9969536066055289 107.90335032343864 52.482244193553925 20.065050408244133 50.366703405976295 81.246173292398453 53.912569999694824 21.139505356550217 40.860935166478157 128.20770213007927 37.351433545351028 7.0469584017992002 9.3885641098022479 4.6730773597955704 13.861983492970465 45.082615837454796 31.476627349853516
leaf_count=576 36 26 612 40 40 9 46 98 89 191 67 439 50 7 196 332 92 129 315 156 100 105 277 89 25 41 32 29 265 124
internal_value=-6.01893e-06 0.00479217 -0.00653685 -0.00422288 -0.006612 -0.00518892 -0.00323034 0.0091837 -0.00096277 -0.00912361 -0.0119846 -0.0126163 0.00639624 -0.00226296 0.00982223 -0.0126986 0.0108528 0.00550146 -0.00336194 0.00554161 0.00399804 0.00774008 0.0120748 0.010242 0.00570756 0.0001615 -0.0104369 0.00550388 -0.00226388 -0.00580688
internal_weight=1119.87 645.573 474.301 385.785 179.482 366.967 290.392 466.09 234.283 150.436 106.165 76.575 29.046 44.2715 445.902 56.1091 378.865 70.4318 171.153 63.1304 67.0377 45.8982 308.433 200.53 72.322 34.9706 11.72 23.2505 157.805 76.5592
internal_count=4633 2170 2463 1851 931 1811 1336 1239 995 841 643 475 90 198 1141 341 910 221 793 202 231 131 689 493 216 127 57 70 704 389
is_linear=0
shrinkage=0.0113486


Tree=4
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 1 0 4 2 3 3 2 3 0 3 3 4 2 4 2 3 2 1 1 1 3 2 2 3 2
split_gain=226.373 204.912 74.0445 44.4025 39.6973 66.752 34.6516 42.0589 26.0792 29.9817 23.1062 22.3949 23.4729 32.4898 23.096 20.3089 23.1509 25.6674 20.2883 20.1492 38.3816 18.5101 17.9357 26.9413 17.5754 16.3568 15.8188 17.2446 15.5641 15.1631
threshold=70.348883899450016 85.662341410450011 90.937096262400004 0.70681500000000008 75.994645973400011 61.917879202350001 95.217121606100008 38.238138001450004 -0.22932499999999997 0.09117500000000002 -0.17949499999999999 -0.094409999999999994 0.074735000000000024 101.80384402570002 0.098510000000000028 0.08079500000000002 42.055256506450007 -0.11534 48.393869453650005 0.15684000000000003 0.094595000000000026 -0.59496499999999986 60.87206898960001 58.309968391300011 71.246828915000023 -0.20885999999999996 -0.156745 -0.237895 1.0000000180025095e-35 -0.54488499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 18 22 25 24 9 -3 -7 12 26 21 -13 28 19 -18 -1 -17 -21 -14 23 -6 -8 -2 27 -9 -10 -23
right_child=2 8 -4 -5 5 10 7 11 15 -11 -12 14 13 -15 -16 16 17 -19 -20 20 -22 29 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.016560899537349495 0.0018869139796545114 -0.0097095748817270025 -0.017130059903878701 0.013609649335554122 0.010189953544449282 0.0056156521545858828 0.012841057063877779 -0.0074792785153883568 0.0081020454815894181 0.010861829216988052 -0.016270220904676093 0.0038988788419077602 0.011106068061695545 -0.01528683596580112 -0.012385932008449006 0.011313059600633307 0.014759574724751694 -0.0008202047871101538 -0.00091348864222872219 -0.021761082634858014 0.011044970884428686 -0.024721200692575378 0.012774595254369083 -0.01396134425565591 -0.014289428144886656 -0.015362165830848705 -0.015388855463168909 0.014839629313314262 0.01648839365099157 -0.0017595692372611102
leaf_weight=55.926024436950684 9.0315498113632184 22.225914493203163 75.991626739501953 18.741267323493958 14.822036236524584 8.3252473175525648 3.6112127155065528 6.9709044098854127 49.682190716266632 18.323488473892212 38.290785849094391 114.23234134912491 13.137359410524367 44.487871751189232 13.842024236917494 180.63104672729969 19.28503654897213 67.315384596586227 14.870024770498274 7.9013429880142239 14.036949634552 5.0643003284931174 31.8219263702631 11.72929711639881 54.010016337037086 56.84372615814209 4.8456458002328864 16.579377099871635 85.119138404726982 20.91210296750069
leaf_count=398 33 114 554 42 46 29 9 36 139 45 251 417 34 285 79 431 40 268 60 50 35 34 77 70 353 393 29 39 150 93
internal_value=-7.44126e-06 0.00456503 -0.00639577 -0.00426212 -0.00638407 -0.00173786 -0.00518337 -0.00345426 0.00870842 -0.000413756 -0.0123616 -0.00126174 -0.00515048 -0.00832718 0.00213885 0.00958088 0.00780169 0.00264925 -0.0132743 0.0100044 -0.000770528 -0.000411299 0.00674609 -0.000479106 -0.0125891 -0.0129973 0.00420221 0.00823321 0.0133975 -0.00623612
internal_weight=1098.61 640.306 458.301 382.31 175.785 104.989 363.568 297.693 464.52 40.5494 46.616 240.072 111.998 83.6016 128.074 423.971 289.17 86.6004 70.796 202.569 21.9383 39.1138 58.3733 26.5513 57.6212 65.8753 28.3959 23.5503 134.801 25.9764
internal_count=4633 2203 2430 1876 931 473 1834 1408 1272 159 280 1046 550 446 496 1113 824 308 458 516 85 161 193 116 362 426 104 75 289 127
is_linear=0
shrinkage=0.0119063


Tree=5
num_leaves=31
num_cat=0
split_feature=0 0 4 1 0 4 0 1 2 4 3 4 2 2 2 3 3 3 0 1 1 4 4 4 3 0 4 0 1 1
split_gain=193.909 112.93 121.529 56.4599 55.0314 48.708 41.1099 29.1492 29.8605 32.1241 28.8686 26.1351 25.6679 21.1445 21.0913 40.0405 20.0864 18.5659 24.6611 16.8283 16.7231 22.8293 20.8472 15.9711 15.7666 17.4371 14.6302 14.2324 13.3712 13.0668
threshold=102.75018128760001 76.535026057600007 44.202975721700007 70.182199495350019 86.09518316945001 44.749265482150008 96.324766355850002 81.339300736700025 -0.057599999999999998 39.896141435400004 0.075320000000000012 42.154118731400011 -0.14008999999999996 -0.18437499999999998 -0.22386500000000001 0.11636500000000001 0.086955000000000018 0.078385000000000024 109.30464220965001 64.369753017350021 62.095317438950012 41.289992964000007 42.982930821650008 48.393869453650005 0.085715000000000027 86.681267041950008 43.477771593600004 89.237990724000014 63.910026677050006 75.28220456885002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 23 3 4 11 -2 12 8 9 -8 -7 14 -5 -9 15 -3 28 -12 -19 20 21 -6 24 -1 -23 -26 -13 -21 -4 -11
right_child=5 2 16 6 19 10 7 13 -10 29 17 26 -14 -15 -16 -17 -18 18 -20 27 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.018837032956959508 -0.019424890034704729 -0.023008482075086982 -0.0017164212253298265 0.0086657845466720316 0.016944368875050044 0.010935561935324516 -0.014770807911243232 0.01426910611987387 0.01342374704323347 -0.010223351508091975 -0.023563698316598904 -0.013084907334544245 -0.015817458056574918 -0.019107717778947274 0.0091287461088827293 0.021335027379985008 0.0029703666026936462 0.015937175316174699 -0.01572443240995863 -0.016023574548420346 0.017868081820697063 0.013007414521794056 0.015257532205475882 -0.0013651295463271412 -0.0026311205344907783 -0.0316424767486332 0.0069548645387542676 0.0089419109841657463 -0.019043172696396802 0.010530399750404981
leaf_weight=57.006719425320625 124.87246426939964 13.615363746881487 12.285009026527403 12.321808576583861 48.127612620592117 21.810263574123383 23.48541983962059 5.6260117888450649 72.09678241610527 8.393841937184332 15.437461689114569 33.6427351385355 46.271245777606964 18.48309987783432 81.380201727151871 7.0095243752002707 15.520615220069883 9.7801036983728427 13.049125880002974 5.4341236203908911 147.87658756971359 7.4037254601717022 16.9283816665411 15.021670132875441 13.706339403986933 7.1709631979465476 10.980489999055861 115.04836647212505 57.45772185921669 38.578137010335922
leaf_count=415 889 91 52 48 99 73 136 16 191 42 112 193 302 126 248 12 64 29 91 27 293 18 38 61 53 46 40 330 385 113
internal_value=-1.3005e-05 0.00290302 0.00449483 0.00647472 0.00925864 -0.014059 0.000192373 0.00401077 0.00660339 -0.000375668 -0.00290592 0.00146857 -0.0106688 -0.011319 0.00567794 -0.007938 -0.0125395 -0.0107949 -0.00216051 0.0124167 0.0147147 0.00971866 0.00202654 -0.0151932 -0.00589323 -0.012596 -0.0081537 0.00781589 -0.0159911 0.00682173
internal_weight=1075.82 890.872 818.844 733.581 508.324 184.949 225.256 166.663 142.554 70.4574 60.077 146.628 58.5931 24.1091 102.005 20.6249 85.2633 38.2667 22.8292 361.696 241.214 93.337 45.2094 72.0284 28.281 20.8773 44.6232 120.482 69.7427 46.972
internal_count=4633 3439 2963 2462 1488 1194 974 624 482 291 305 584 350 142 351 103 501 232 120 904 547 254 155 476 117 99 233 357 437 155
is_linear=0
shrinkage=0.0150745


Tree=6
num_leaves=31
num_cat=0
split_feature=0 0 4 1 0 4 0 0 0 4 3 3 2 2 3 4 4 3 0 2 1 3 4 2 2 3 4 0 2 2
split_gain=200.538 117.39 125.423 62.58 56.7194 44.3904 43.0364 31.9177 32.4653 27.1479 27.0939 25.9905 20.8977 19.3364 33.0465 19.2447 18.5568 16.3152 22.2954 16.0793 15.6507 17.1261 32.6572 14.4817 13.7074 13.2404 18.4917 12.8719 12.1592 23.3822
threshold=102.75018128760001 75.994645973400011 44.461493122800007 70.182199495350019 86.09518316945001 44.749265482150008 96.324766355850002 97.886760529650019 102.32271644485002 41.873095646600007 0.075320000000000012 -0.089139999999999997 -0.105535 -0.13734499999999997 0.11636500000000001 43.847983878700006 48.393869453650005 0.078385000000000024 109.30464220965001 0.70681500000000008 64.369753017350021 0.087795000000000026 41.257948413050009 -0.59614999999999996 -0.057599999999999998 0.086955000000000018 47.74983977685001 89.237990724000014 -0.083330000000000001 -0.06828999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 3 4 9 -2 11 24 19 13 -7 -5 -11 14 -3 -14 -1 -12 -19 23 21 -6 -23 -9 -8 -4 -27 -22 -24 -30
right_child=5 2 25 6 20 10 7 8 -10 12 17 -13 15 -15 -16 -17 -18 18 -20 -21 27 22 28 -25 -26 26 -28 -29 29 -31
leaf_value=-0.016271313530137246 -0.015718185323465268 -0.015352019978234153 -0.012861012833116314 0.0079584818978555866 0.014805467157599886 0.0077715704435098653 0.0035636736013751804 0.0079309051430928937 0.015887398148507783 0.0074980841436009457 -0.018994989736374486 -0.01286043695514834 -0.013162471515531002 0.0083281283477568118 0.017077417352227526 0.0098110237043782175 -0.00081146688697857593 0.011081062384640098 -0.01314532251110343 0.017392544993417327 -0.010882014057283403 0.014610814226514173 0.0081468673687384897 -0.0070192626027565366 0.015072291997250565 -0.01602467574908072 0.012854970868686951 0.0075900100097017215 -0.022842817610830173 0.0024589934709841341
leaf_weight=54.143210798501968 125.56892409920692 14.597799956798555 68.587957918643951 11.059976071119307 142.31013643741608 22.3539959192276 27.809480667114258 11.215156510472296 14.657017245888708 14.232245936989782 15.354263812303541 48.662870794534683 36.007900223135948 73.968195855617523 6.9805786609649649 6.463515415787696 14.873700141906737 10.023849532008173 13.262035712599753 5.0846724212169638 5.960513934493064 54.522067978978157 18.836927682161331 73.898128092288971 35.290754526853561 5.8631839305162412 7.7182439267635345 116.03124965727329 7.6445928215980556 19.466731905937195
leaf_count=398 889 95 431 36 278 73 98 34 30 47 112 317 216 212 12 20 60 29 91 9 29 107 51 386 71 36 21 331 48 66
internal_value=1.23251e-05 0.00242022 0.00370227 0.00528822 0.00764647 -0.0115505 -6.70045e-05 0.00311124 -0.00103445 0.00136155 -0.00297057 -0.00900502 -0.00535811 0.00534945 -0.00486114 -0.00966625 -0.0129396 -0.00918508 -0.00271662 -0.00378422 0.0102697 0.0120697 0.00819464 -0.00504932 0.0100002 -0.0106712 0.000387454 0.00668747 0.000581229 -0.00467537
internal_weight=1082.45 895.887 826.87 744.701 517.022 186.563 227.678 167.955 104.855 152.25 60.9941 59.7228 56.7037 95.5466 21.5784 42.4714 69.0169 38.6401 23.2859 90.198 364.772 242.78 100.47 85.1133 63.1002 82.1694 13.5814 121.992 45.9483 27.1113
internal_count=4633 3439 2981 2493 1512 1194 981 628 459 602 305 353 283 319 107 236 458 232 120 429 910 550 272 420 169 488 57 360 165 114
is_linear=0
shrinkage=0.0122591


Tree=7
num_leaves=31
num_cat=0
split_feature=0 0 4 1 0 4 0 0 0 4 3 3 2 2 3 4 3 3 0 0 1 2 4 1 2 2 4 3 4 4
split_gain=165.841 97.0293 104.441 49.0678 47.2593 40.4032 34.8315 27.1646 27.9861 23.3671 23.2402 22.976 20.8296 16.8324 28.9694 16.4491 16.0059 15.1981 19.7688 14.7705 17.871 14.1409 13.9307 13.4282 12.6456 12.4719 11.7508 11.4748 12.5644 11.7843
threshold=102.75018128760001 75.994645973400011 44.202975721700007 70.182199495350019 86.09518316945001 44.749265482150008 96.324766355850002 97.886760529650019 102.32271644485002 41.873095646600007 0.075320000000000012 -0.089139999999999997 -0.10434500000000001 -0.13734499999999997 0.11636500000000001 48.393869453650005 0.086955000000000018 0.078385000000000024 116.75435968915001 91.109157582800023 68.20618276945001 0.70681500000000008 43.847983878700006 66.439865777750015 -0.057599999999999998 -0.59614999999999996 47.74983977685001 0.08079500000000002 40.21994457600001 41.685324604100011
decision_type=2 2 2 2 2 2 2 2 2 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 9 -2 11 24 21 13 -7 -5 -11 14 -3 -1 -4 -12 -19 27 23 25 -14 -21 -8 -9 -18 28 -6 -29
right_child=5 2 16 6 19 10 7 8 -10 12 17 -13 22 -15 -16 -17 26 18 -20 20 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.016676124655184289 -0.016087554329116505 -0.015929752108467487 -0.01302794768481262 0.0085850699499096569 0.003265336044778288 0.0081379466706836667 0.0034420108088937811 0.0080776107848222287 0.016231988608584106 0.0081981271088303539 -0.019631146440169039 -0.012858754297653327 -0.013384999864197377 0.0082911389384377771 0.017582553426542514 -0.00079462417369088542 -0.0094770141524369647 0.0070027884210965971 -0.018963354597889615 0.0074722598783034302 0.0090215371115156297 0.018118461151756266 0.012127136436304082 -0.01491821740296068 0.015553377539612596 -0.0070461858127940273 0.013599353020777255 0.012153869672288101 0.017133561925294267 0.0052312168583711575
leaf_weight=51.225321292877197 119.98462890088558 14.272995740175249 69.381172552704811 10.890376523137091 13.37063108384609 22.067926481366158 27.398059487342834 11.109479710459707 14.386014416813849 14.023137643933294 14.64314393699169 46.7286287099123 35.377129778265953 72.930232480168343 6.699825406074523 14.875539690256117 7.929680868983267 14.553789228200914 8.0489774048328382 7.8740395754575756 48.287338241934776 4.9332824647426596 4.2363343536853781 11.874824240803717 34.335795253515244 72.782917469739914 7.6765071749687195 119.25639428198338 84.690083682537079 68.393772944808006
leaf_count=398 889 95 445 35 43 73 96 34 30 46 112 315 216 212 12 60 43 56 64 23 129 9 13 68 70 385 21 277 153 211
internal_value=-1.56953e-06 0.00238553 0.00365123 0.00528825 0.00759475 -0.0116501 9.32668e-05 0.00320188 -0.000970886 0.00127372 -0.00267379 -0.00880573 -0.00572715 0.00527256 -0.00522415 -0.0131021 -0.0102915 -0.00907966 -0.00224391 0.0102311 0.00466387 -0.00375703 -0.0106567 -0.00599094 0.0101782 -0.00504341 0.00187399 0.0115568 0.0152426 0.00963074
internal_weight=1054.24 874.94 808.839 723.851 501.287 179.298 222.565 164.946 103.212 147.54 59.3138 57.619 53.6366 93.9031 20.9728 66.1009 84.9874 37.2459 22.6028 353.747 68.0362 88.8257 39.6135 19.7489 61.7339 83.8924 15.6062 285.711 98.0607 187.65
internal_count=4633 3439 2981 2472 1498 1194 974 624 458 594 305 350 275 319 107 458 509 232 120 904 220 428 229 91 166 419 64 684 196 488
is_linear=0
shrinkage=0.0132952


Tree=8
num_leaves=31
num_cat=0
split_feature=0 0 4 1 0 4 0 4 4 2 1 0 3 0 4 4 2 0 1 2 1 3 4 3 3 2 4 1 2 2
split_gain=140.009 81.7933 87.1898 42.1014 39.1263 35.2882 29.0737 23.3245 21.1551 20.2943 19.312 33.4291 19.4517 18.4282 17.6571 15.1983 14.1296 14.0587 15.8577 17.0042 13.2468 15.3112 29.8773 13.0129 13.9331 11.7132 18.7023 12.2865 11.3332 21.514
threshold=102.75018128760001 75.994645973400011 44.461493122800007 70.182199495350019 86.09518316945001 44.749265482150008 96.324766355850002 43.895345911700005 49.247968080500009 -0.14008999999999996 61.917879202350001 85.619326080400015 -0.15849499999999997 113.32926403090002 40.767054867700004 44.952171034750002 0.70681500000000008 97.722764583650005 80.538140213850014 0.17437500000000003 64.369753017350021 0.087795000000000026 41.257948413050009 0.070640000000000022 -0.12193999999999999 -0.16533 47.927946529500012 74.927328095600004 -0.083330000000000001 -0.06828999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 4 10 -2 9 14 13 -5 -3 12 -12 -7 16 -1 17 -8 -19 -20 21 -6 -23 24 -17 26 27 -4 -24 -30
right_child=5 2 25 6 20 8 7 -9 -10 -11 11 -13 -14 -15 -16 23 -18 18 19 -21 -22 22 28 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.016424155631327927 -0.015078926739095123 0.0071611079453196072 -0.014959290186645496 0.0068906724929274563 0.014122705724314661 0.012968835578199727 0.0062404268286854261 -0.016944488489205572 -0.010507664233169008 -0.012307578887178906 0.0056858727805378312 0.0032393780807935778 -0.01937676057550566 -0.0090373400586403075 0.008541018426920656 0.0017564286716879596 0.018290751571833998 -0.012810174323266477 0.010834279903396794 -0.015592915015740528 0.0057630515526790925 0.014090810184588558 0.0073649123748245025 0.016101926975262432 -0.025239774237209838 -0.015000900982718912 0.0073305068386778248 0.013278627982738506 -0.024839006587147178 0.001369970156375084
leaf_weight=44.533001594245434 114.50787219405174 58.051973856985569 22.353014640510086 12.202174484729765 131.82287199795246 19.255589917302135 23.391432151198387 9.7644447833299619 28.689702615141869 44.295509278774261 6.9481118321418789 58.617734625935555 23.847295038402081 10.068940065801142 76.670022360980511 8.4808999821543694 6.4383833557367316 27.157023340463638 13.729332730174066 6.1142046153545371 117.85019940137863 51.130821749567986 18.217955321073532 4.9281701147556296 5.4602812230587014 38.835610345005989 14.156048722565172 3.0414652004837981 7.621056184172633 19.029760673642159
leaf_count=368 889 191 160 48 278 53 73 70 184 305 25 217 169 68 224 35 11 167 42 41 360 107 51 17 38 268 51 9 48 66
internal_value=-4.18715e-06 0.00218219 0.00333643 0.00478731 0.00692568 -0.0108357 -1.11229e-05 0.00280921 -0.00246036 -0.00816121 0.00124114 -0.00260244 -0.0137221 0.00541274 0.00406578 -0.0122233 -0.000400124 -0.00210968 -0.00626539 0.00269151 0.00935073 0.0112066 0.00720231 -0.00230888 -0.00881706 -0.00985885 -0.00480974 -0.0115773 -0.000647569 -0.00612474
internal_weight=1027.21 854.689 791.286 712.9 493.138 172.522 219.763 163.265 58.0142 56.4977 147.465 89.4131 30.7954 29.3245 153.5 63.4024 76.8304 70.392 47.0006 19.8435 345.673 227.822 95.9996 18.8694 13.9412 78.3861 39.5505 25.3945 44.8688 26.6508
internal_count=4633 3439 2981 2493 1512 1194 981 628 305 353 602 411 194 121 558 458 334 323 250 83 910 550 272 90 73 488 220 169 165 114
is_linear=0
shrinkage=0.0131813


Tree=9
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 3 0 0 1 1 1 3 0 1 2 0 1 0 1 3 4 1 4 3 0 4 3 4 2 0
split_gain=152.036 135.912 59.8607 36.0125 35.6226 34.1338 27.533 22.1649 22.7487 17.8339 17.6925 24.4495 23.4802 17.252 16.5669 20.2423 15.576 14.6798 24.8482 21.2574 16.6288 13.9012 13.1812 13.0021 12.6158 11.8169 12.4487 10.8849 22.9838 19.7179
threshold=70.348883899450016 85.705356740550016 89.89935142405001 95.44832900530001 37.232443001650005 0.099855000000000027 97.886760529650019 91.109157582800023 67.606656606400023 78.27445846800002 81.339300736700025 0.075320000000000012 102.75018128760001 62.095317438950012 -0.15962499999999999 104.25302938255003 71.830224329350003 76.535026057600007 62.00390986255001 -0.17949499999999999 48.393869453650005 65.571493801650021 42.081757894750005 -0.20885999999999996 109.30464220965001 35.119813570500007 0.10602000000000002 41.489621506400006 -0.057599999999999998 86.866770652900016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 23 -5 17 16 13 21 22 12 24 -11 27 15 -13 -6 20 -19 -20 -1 -9 -8 -2 -12 -7 -27 -3 29 -29
right_child=2 7 -4 4 6 25 9 8 -10 10 11 14 -14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.012365574778571666 0.0016025535213478855 0.0069928636632217737 -0.012572930322785905 -0.010360506656156579 -0.0074687734853259797 0.014975922274190274 -0.003488431051351906 0.0054786659461068072 0.004605422769718359 0.0079474890747443863 -0.0052458628659537406 0.010324745628858555 -0.0050293848537798901 0.0092163600129725222 -0.010462236637328761 -0.014167390081932364 0.0070631022208338026 0.0016294192494911612 0.0044852079854406576 -0.014227695529258132 -0.00034804165639478634 -0.012992274522330457 -0.015321534985610757 -0.011354356625157436 0.010616712048844739 0.0082626140265408335 -0.0069468840686352099 0.0071071728162541981 -0.014258281581961676 -0.0095516754244726106
leaf_weight=51.629445120692253 9.0782290250062925 79.034544453024864 76.526885107159615 37.897155366837978 8.4305582940578443 9.1659782677888888 25.790786147117615 5.7787073403596905 64.427181750535965 42.298234149813652 7.6195324361324337 9.8705146834254247 21.062856301665306 212.65657520294189 40.313175417482853 5.1935449838638297 63.189336031675339 44.977580711245537 8.0354316979646665 25.70643887668848 14.980534911155699 14.220088005065916 15.022976912558077 55.918251939117908 15.029556982219217 12.022039130330088 9.8923636823892576 37.412076458334923 8.2707668542861921 8.862519368529318
leaf_count=411 34 212 612 261 47 15 126 17 209 115 42 25 116 505 275 42 177 184 28 190 61 85 103 415 40 34 50 107 49 46
internal_value=3.05525e-05 0.00327368 -0.00451382 -0.00278488 -0.00127877 -0.00415043 7.7192e-05 0.00631477 0.00170117 -0.00199644 -0.000308439 -0.0035096 0.00363364 0.00743975 -0.00710462 0.00188074 0.00535252 -0.00619322 -0.00325733 -0.00977133 -0.00966284 -0.00765505 -0.00784403 -0.00954463 0.00528028 0.00540152 0.00139691 0.00461142 0.00116078 0.00391667
internal_weight=1040.31 607.072 433.242 356.715 291.718 176.41 253.821 430.662 84.426 182.201 141.387 78.0263 63.3611 346.236 55.3772 15.0641 71.6199 145.329 78.7195 33.7419 66.61 19.9988 40.8138 64.9965 22.6491 31.0804 21.9144 133.58 54.5454 46.2746
internal_count=4633 2203 2430 1818 1369 973 1108 1230 311 884 655 424 231 919 342 67 224 874 402 218 472 102 229 449 82 99 84 414 202 153
is_linear=0
shrinkage=0.0100422


Tree=10
num_leaves=31
num_cat=0
split_feature=0 0 4 1 0 4 0 1 2 4 3 3 4 2 2 2 2 4 1 3 0 0 1 1 4 1 4 4 1 0
split_gain=123.066 71.4066 75.7644 37.7196 36.4573 31.8338 24.8892 21.4211 20.1693 23.9461 18.4963 18.0131 17.3857 15.9326 15.685 14.6449 25.644 14.5671 13.3269 13.2563 16.6395 12.2935 16.2356 14.947 11.1593 11.1228 14.468 11.1149 10.07 20.7284
threshold=102.75018128760001 75.994645973400011 44.461493122800007 70.182199495350019 86.09518316945001 44.749265482150008 96.324766355850002 81.339300736700025 -0.051199999999999996 39.896141435400004 -0.089139999999999997 0.075320000000000012 41.873095646600007 -0.18437499999999998 -0.082654999999999992 -0.13734499999999997 -0.60414999999999985 48.393869453650005 75.085947125300024 0.078385000000000024 109.30464220965001 91.109157582800023 67.606656606400023 66.439865777750015 35.476804824450006 70.348883899450016 47.74983977685001 42.081757894750005 58.309968391300011 85.121961326250016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 4 12 -2 10 8 9 24 -5 -7 15 -9 -14 16 -3 -1 -11 -13 -21 -6 23 -23 -8 26 -4 -10 -17 -30
right_child=5 2 25 6 21 11 7 13 27 18 -12 19 14 -15 -16 28 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.013277836034971817 -0.012587897871552659 0.016077143192987524 -0.0091301021588960467 0.0067026486852681966 0.0088515733672552416 0.0061840530696431776 0.0049299119334844602 0.0088156305041892074 0.010714414133733205 -0.0097960307502016359 -0.0099638937145343359 -0.016004998103132734 0.00051859386202328579 -0.013408820424707816 -0.012186417550436113 0.018833431396895479 -0.012781274199961411 -0.00021313657895752233 0.0069947707589680655 0.0093586567235314968 -0.010665729388266014 0.0050579180059792716 0.0066239190627566903 -0.016682227388284693 -0.013675146343938493 -0.012379169689179815 0.0056116978616128337 -0.0018349180651366611 -0.0073355867492098815 0.0083987338972512197
leaf_weight=46.541364558041096 110.10094277560711 5.640271425247195 23.518508583307266 10.923099674284456 272.17777664214373 21.769006296992302 5.4787979125976589 5.6155713498592403 54.183820053935051 7.3421742841601363 44.617605641484261 13.555844411253927 34.52103453874588 17.490531951189041 20.355781070888042 7.6692751049995413 14.462467029690741 14.830334305763243 41.094261154532433 10.009552314877512 12.053959600627421 7.8827486634254482 50.181713938713074 8.8423870205879194 18.916796281933784 39.132230386137962 13.992878183722494 11.227882623672484 14.173212587833403 49.809162437915802
leaf_count=398 889 10 156 36 689 73 24 16 136 39 317 112 152 127 131 13 97 60 123 29 91 24 141 56 119 283 49 44 69 130
internal_value=1.08333e-05 0.00180115 0.0027401 0.00392232 0.0056997 -0.00897471 -5.80363e-05 0.00222352 0.00393353 -0.000221869 -0.00668611 -0.00204273 0.000917082 -0.00800752 -0.00419415 0.00397403 -0.0046844 -0.0101208 0.00444956 -0.00707058 -0.00158127 0.00776786 0.00335929 -0.00643585 -0.0094968 -0.00809757 -0.00363097 0.00856033 0.00640326 0.00491331
internal_weight=1008.11 840.622 779.25 702.606 485.716 167.489 216.891 161.35 138.244 72.832 55.5407 57.3884 146.631 23.1061 54.8768 91.7544 20.1027 61.3717 48.4364 35.6194 22.0635 339.085 66.9068 16.7251 24.3956 76.6436 37.5114 65.4117 71.6517 63.9824
internal_count=4633 3439 2981 2493 1512 1194 981 628 485 305 353 305 602 143 283 319 107 458 162 232 120 910 221 80 143 488 205 180 212 199
is_linear=0
shrinkage=0.0114795


Tree=11
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 3 4 2 3 1 4 0 4 3 2 2 3 4 2 2 3 3 3 1 2 2 2 3 0 1
split_gain=141.725 128.426 58.5216 33.1737 39.7122 26.9577 25.8655 21.8907 25.0156 20.1768 17.2314 15.4686 26.9665 14.9123 14.5134 13.7544 13.6859 18.3021 20.1651 16.3069 29.3162 14.531 12.5206 11.7806 17.4569 11.7727 23.9942 17.3707 22.0722 11.4404
threshold=70.182199495350019 85.662341410450011 90.937096262400004 95.44832900530001 97.886760529650019 0.099855000000000027 38.396531328800009 -0.23401999999999998 0.091705000000000023 75.28220456885002 39.955516828000007 82.605564516150011 48.393869453650005 -0.20885999999999996 0.19977000000000003 -0.076544999999999988 0.08079500000000002 42.081757894750005 -0.11534 0.15684000000000003 0.094595000000000026 -0.04931 0.076835000000000028 74.927328095600004 -0.095854999999999996 -0.094409999999999994 -0.156745 0.074735000000000024 104.25302938255003 81.339300736700025
decision_type=2 2 2 2 2 2 2 2 2 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 13 15 11 -6 8 -3 -8 -7 12 -1 -2 -13 23 21 19 -19 -18 -21 -9 -17 24 -5 26 27 -11 -29 -27
right_child=2 7 -4 4 6 10 9 16 -10 25 -12 14 -14 -15 -16 22 17 18 -20 20 -22 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-0.012972193161265497 0.0027739864498274557 -0.012035906952799671 -0.015197883012667883 0.0034630595370018441 -0.012049075951741574 0.012255356620848626 -0.01621047006437229 0.0058647989760405991 0.0086101084576672531 0.0096862441162527783 -0.0073174216441753434 -0.0037696482287179378 0.002949569338762018 -0.012790990592295161 0.018164184080645625 -0.0043106017950271368 0.0095633120438759992 0.012613798595228367 -0.0014894152277077511 -0.019533625208804063 0.0091502414608735771 0.014058359570303882 0.012630615049164613 0.0061877572323913122 -0.021030966845269495 0.0055502343678125558 -0.013299831740344253 0.0030283239313978159 -0.016589462837898871 -0.0037037771128135967
leaf_weight=75.99746585637331 9.9191175550222379 16.950173228979111 66.743472769856453 9.169637545943262 45.281055592000484 18.006906345486644 12.87086561322212 47.41914527118206 15.521242514252661 18.297746583819389 9.4784645885229093 37.337997071444988 18.203702494502068 59.305687598884106 4.6877403259277335 7.1852062791585913 169.81434877216816 18.039222374558449 62.457782074809074 7.7685856968164471 13.411629840731619 80.799290105700493 37.22832353413105 19.987338870763779 7.1487787365913382 51.629408225417137 26.305141136050224 20.475266851484776 12.910220831632612 28.693467549979687
leaf_count=576 36 97 554 35 327 40 90 142 40 55 50 191 67 443 7 31 420 39 255 50 35 161 86 63 49 172 186 75 106 155
internal_value=3.58004e-05 0.00375348 -0.00507868 -0.0032354 -0.00152907 -0.00510921 -0.00415194 0.0071107 -0.00216717 -0.00206299 0.00550559 -0.00725086 -0.00989543 -0.0105607 -0.00132305 0.00550463 0.00786442 0.00637028 0.00167109 0.00835081 -0.00137057 0.0110281 0.00988987 0.00014009 -0.00726729 -0.000912786 -0.00416454 0.000485042 -0.00455791 0.00224446
internal_weight=1029.04 595.894 433.151 366.407 297.182 163.712 216.463 432.181 32.4714 171.182 27.4854 136.227 94.2012 69.2248 42.0257 80.7193 399.71 271.492 80.497 190.995 21.1802 128.218 44.4135 36.3058 16.3184 158.311 77.9884 51.6832 33.3855 80.3229
internal_count=4633 2170 2463 1909 1430 931 1166 1239 137 839 90 841 643 479 198 264 1102 799 294 505 85 303 117 147 84 749 422 236 181 327
is_linear=0
shrinkage=0.0117498


Tree=12
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 2 2 3 3 4 0 4 1 0 1 1 1 4 4 3 1 0 1 2 3 0 4 3 1 1
split_gain=109.251 63.5934 65.0154 37.8881 25.6068 24.4534 23.8617 32.0069 20.7336 22.2504 19.2446 19.4221 16.2013 15.2767 19.0974 15.7346 17.658 14.7347 20.9219 19.4412 16.9482 26.0764 14.3847 13.8414 12.1139 12.0144 10.8064 10.4429 13.2749 25.7747
threshold=81.573196594050017 82.250688042950017 70.182199495350019 95.44832900530001 44.749265482150008 0.70681500000000008 -0.22932499999999997 0.09117500000000002 0.10487000000000003 48.393869453650005 85.990333302400003 42.154118731400011 90.937096262400004 91.109157582800023 67.606656606400023 62.095317438950012 62.041548276350007 40.300545846000013 42.580420142950011 0.091705000000000023 80.677940036650014 100.19345760555002 65.571493801650021 -0.22573999999999997 -0.20885999999999996 96.082805124100005 48.96897326980001 0.090465000000000031 71.104340634100012 70.816675614150014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 24 -2 17 7 -3 9 -1 11 -8 -6 15 22 16 -12 -5 19 -19 21 23 -15 -20 -4 -25 -11 -26 29 -29
right_child=4 2 3 5 12 -7 10 -9 -10 26 13 -13 -14 14 -16 -17 -18 18 20 -21 -22 -23 -24 25 27 -27 -28 28 -30 -31
leaf_value=-0.013118870326974539 -0.013621285665242532 -0.012515652886884041 0.0026534849966528711 -0.0053898720928057826 0.0034457197179947785 0.017346510665717137 0.0066650754911720548 0.0093502322648460583 0.011939153939881958 0.0125401523910127 0.008775045079412673 -0.005124836544260227 -0.013179191652873479 0.009635717853249532 0.0072044757251532371 0.012307253479676148 -0.0049432377209291953 0.012039274155029428 0.012817436422622267 -0.0033079154324394061 0.015131881482126044 -0.020082943249423602 -0.016759502484927392 0.011802709428318504 -0.016845178036491916 -0.013477617332871608 -0.0077084109462965296 -0.011808005351106635 -0.018155682707065187 0.032257865982988888
leaf_weight=71.835362106561661 107.98073168843985 25.916395202279091 9.8753300756216031 66.374902829527855 31.102603197097778 14.289406716823576 61.60225322842598 20.699163995683193 8.2003103941678983 9.726581811904909 68.47820220887661 39.370211094617844 14.905976228415964 5.0274000763893154 46.530741721391678 173.94935473054647 21.099780298769474 45.12139169126749 10.30860021710396 20.69773655384779 6.8362214714288703 16.424036644399166 12.071670383214949 4.4412947297096279 38.617152221500874 11.865256749093531 8.4818407893180829 5.75446665287018 6.9548467695713034 3.7810931652784348
leaf_count=577 888 154 36 357 138 26 186 58 22 26 185 210 119 13 134 401 87 118 29 91 16 118 77 15 328 71 41 43 58 11
internal_value=1.5517e-05 0.00188828 0.0032107 -0.00204116 -0.0101313 0.00083071 0.00610179 -0.00280633 -0.00801985 -0.00983752 0.00707172 0.00206807 -0.00194046 0.00861602 0.00285019 0.0100082 0.00554375 -0.000465505 0.00235965 0.00721314 -0.00404537 -0.00709143 -0.00899889 0.000925554 -0.0107191 -0.0065922 0.00310797 -0.0131155 -0.00438126 0.00566524
internal_weight=988.32 834.331 736.087 261.342 153.989 196.359 474.745 46.6156 98.2441 90.0438 428.13 100.972 46.0086 327.157 63.6298 263.527 89.578 182.069 115.695 65.8191 49.8754 43.0392 17.0991 26.6152 64.9829 16.3066 18.2084 55.1076 16.4904 9.53556
internal_count=4633 3488 2822 1317 1145 841 1505 212 666 644 1293 396 257 897 224 673 272 815 458 209 249 233 90 115 476 86 67 440 112 54
is_linear=0
shrinkage=0.0131112


Tree=13
num_leaves=31
num_cat=0
split_feature=0 0 4 1 0 4 2 0 2 2 4 2 4 1 4 4 1 1 0 3 4 0 4 1 4 0 0 0 3 3
split_gain=94.135 55.3526 59.1574 27.7128 33.8188 27.004 19.9854 17.0569 15.9794 22.5058 16.7994 19.6606 17.6701 17.6506 15.6332 15.2961 24.9477 14.9638 24.2885 16.5476 13.6961 12.9072 12.7997 12.5078 12.4316 12.0736 20.5552 11.4484 10.9462 11.2905
threshold=102.75018128760001 75.994645973400011 44.578137159850009 66.859265246100009 86.09518316945001 44.749265482150008 0.70681500000000008 91.886121982450007 -0.060989999999999996 -0.016014999999999998 39.788107623550012 -0.13734499999999997 43.663128814500006 75.424692849750016 49.247968080500009 35.119813570500007 83.116371560950014 61.917879202350001 85.619326080400015 -0.17949499999999999 37.892416320650007 113.32926403090002 41.835830569250014 75.806453904250006 44.952171034750002 101.91675926715001 98.230883170350012 104.22883325935001 0.070640000000000022 -0.12193999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 4 17 -2 7 20 10 -10 15 22 13 -13 21 -9 -17 -3 19 -19 -5 -7 23 -12 -1 26 -11 -16 29 -26
right_child=5 2 -4 6 -6 14 -8 8 9 25 11 12 -14 -15 27 16 -18 18 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.015022341639452796 -0.013442292600066401 0.0063328811140674294 -0.0087242497861130773 0.0044705063304101289 0.0090236855964501306 0.011301635995651708 0.015801871231366772 0.0062843397376556422 0.012863374342574296 0.0022878749778536146 0.0084610647437965061 -0.0085661023234030933 -0.018300353311471434 0.0087839772030923729 0.0050915618476985655 -0.015648121083321438 0.018434191209207598 0.0061642337499728892 0.0024832905234981567 -0.01782069434070311 -0.020879575222184931 -0.0077041754018312252 0.015875641227211877 -0.01621114425184017 0.0016296402192921492 0.013487373709345342 -0.016265269615347768 -0.01439252506404831 0.015230574555355023 -0.023107156412492974
leaf_weight=38.505923606455326 101.29584461450577 56.649996683001518 70.786889709532261 5.4674727767705944 261.28657384961843 18.7697968184948 14.595082402229307 10.019277878105639 37.780753023922443 41.865048572421074 10.484467089176176 20.294413551688194 11.57231695204973 20.787821263074875 7.2262564748525646 35.346916101872921 4.2092998325824729 6.5176018327474621 58.622237920761108 22.186391174793243 11.76349627971649 9.3880177289247495 20.042586915194988 5.4793605953454962 8.3897394388914108 9.9351073950529081 13.940900653600691 19.624962709844112 4.8600320219993582 5.2559162378311166
leaf_count=368 889 191 477 18 696 53 30 39 99 165 32 127 101 60 32 243 10 23 221 170 87 68 45 30 35 26 91 152 17 38
internal_value=1.10032e-05 0.0018324 0.00278844 0.00398892 0.00618586 -0.00938874 0.000734575 -0.000114528 0.000792167 0.0047238 -0.00215213 0.00129764 -0.00385573 0.000213127 -0.00192436 -0.00832172 -0.0120213 0.00103582 -0.00240048 -0.0123746 -0.0128359 0.00496496 0.00883376 -7.32595e-06 -0.0107383 4.60594e-05 -0.00234689 -0.00914893 -0.00182408 -0.00789827
internal_weight=962.951 806.646 749.634 678.847 405.263 156.305 273.584 258.989 241.758 103.522 138.236 88.661 52.6546 41.0822 55.009 49.5755 39.5562 143.976 87.3262 28.704 17.231 28.1578 36.0064 15.9638 57.0116 65.7411 55.8059 26.8512 18.5057 13.6457
internal_count=4633 3439 2981 2504 1301 1194 1203 1173 1068 381 687 395 288 187 305 292 253 605 414 193 105 121 107 62 458 282 256 184 90 73
is_linear=0
shrinkage=0.0132339


Tree=14
num_leaves=31
num_cat=0
split_feature=0 4 0 0 4 4 4 4 4 0 0 1 1 0 2 2 2 1 0 2 2 3 1 2 2 3 3 2 3 4
split_gain=80.0719 46.5873 52.3226 23.3731 22.1771 23.3072 20.9105 19.615 29.4562 15.1725 15.1547 14.91 21.7111 13.148 13.0298 19.2183 22.5308 31.7836 26.0773 15.3296 12.4188 20.9157 11.0975 10.6756 18.1952 21.704 12.003 10.2695 8.99557 16.1948
threshold=104.22883325935001 42.783136484500005 75.381677519650012 93.972365491700018 44.749265482150008 49.247968080500009 38.238138001450004 42.684965421050009 42.154118731400011 96.082805124100005 89.057864029250013 71.053259929650025 70.74946416085001 113.32926403090002 -0.59614999999999996 -0.24150999999999997 -0.15962499999999999 70.348883899450016 85.799452775150016 -0.083834999999999993 -0.22573999999999997 0.10487000000000003 62.425997789000007 0.70681500000000008 0.22387500000000005 0.094595000000000026 -0.22831499999999999 -0.047144999999999999 -0.20885999999999996 40.722669576350008
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 13 27 8 20 11 -10 12 -8 -6 -3 -16 22 18 -18 -20 21 -4 -17 24 25 26 -11 -5 29 -2
right_child=4 14 3 6 5 -7 9 -9 10 23 -12 -13 -14 -15 15 16 17 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.015519690285648051 -0.013678543699386418 0.016698666933331607 -0.007172649367644693 -0.013643098286183241 0.012938376433416218 -0.014033451240831326 -0.0090729099336533774 0.015712096230440713 -0.012777207791297512 -0.016139291111108737 0.010442371493817194 -0.020368338190442131 0.024416824613404848 -0.0073649728520622966 -0.016640051767223302 -0.0026396911390080004 -0.011237804799630099 -0.014280406604523328 0.011293225209006221 -0.0034167285959878493 0.0076269342268443169 0.014639365349989088 0.010310706077062621 0.017924573575930237 -0.018392023929920079 -0.0053297124051249834 0.010348864031793735 -7.6429340409791727e-05 -0.016371301790853405 0.018238893420237136
leaf_weight=25.855419307947159 10.42803420871496 5.6380359530448905 27.537198387086391 24.93040543794632 17.395240068435672 18.827911846339703 11.899034671485429 38.213262841105461 23.549074441194538 3.3796688914299002 6.8302092850208274 9.329129256308077 5.2573102563619605 9.1773767694830877 21.79844992607832 21.798107951879501 28.696481786668301 52.683377176523209 30.86488925665617 23.508077070116997 275.15229776501656 11.841804549098013 29.10622500628233 11.068634748458861 6.5526787266135207 26.827174134552479 69.242919720709324 18.169332377612591 68.379588857293129 4.2006107345223418
leaf_count=268 100 15 148 180 45 152 81 89 133 20 18 79 16 68 184 103 205 419 82 99 819 27 100 21 46 128 199 96 675 18
internal_value=5.29694e-06 0.00160202 0.00357568 0.00444218 -0.0100634 -0.0023512 0.000459749 0.00638241 0.00534876 0.00297675 -0.00755672 -0.00640392 0.00118953 0.00592621 -0.00388894 -0.00444576 -0.00302167 -0.00594155 -0.000652972 0.0049334 0.00659524 -0.000613478 0.00476512 0.00509898 0.00375974 0.00521931 0.00911617 -0.00792387 -0.0142816 -0.00451346
internal_weight=938.138 809.729 595.636 569.78 128.409 45.4005 186.656 383.124 344.911 143.557 30.3793 26.4855 17.1563 26.5726 214.094 208.456 186.657 135.753 83.0694 54.373 314.531 39.379 50.9043 117.071 106.002 99.4498 72.6226 43.0997 83.0082 14.6286
internal_count=4633 3575 2368 2100 1058 265 866 1234 1145 590 151 176 97 113 1207 1192 1008 805 386 181 994 175 203 414 393 347 219 276 793 118
is_linear=0
shrinkage=0.0137245


Tree=15
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 4 1 0 3 0 1 0 1 0 4 1 4 4 4 4 1 2 1 3 3 0 3 3 3 0
split_gain=69.1019 35.1385 50.292 23.0309 22.0842 21.1003 15.2858 18.0454 15.5351 14.9068 17.0033 14.0103 16.4048 12.3684 18.1418 11.5966 17.5017 12.3008 11.142 10.6624 10.6038 9.90214 10.4395 9.84059 9.80788 9.87696 9.68972 14.5774 13.8644 11.4838
threshold=89.89935142405001 75.994645973400011 70.348883899450016 85.990333302400003 95.44832900530001 37.232443001650005 61.917879202350001 85.619326080400015 -0.17949499999999999 91.437149474700007 68.20618276945001 97.886760529650019 78.27445846800002 85.823648898300021 40.518963363600001 62.095317438950012 41.289992964000007 42.982930821650008 44.952171034750002 37.995872310650007 71.246828915000023 -0.076544999999999988 74.927328095600004 0.086075000000000026 0.085715000000000027 86.681267041950008 -0.13578999999999999 0.087475000000000011 -0.24748499999999998 104.03526427400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 6 -4 20 19 8 -8 15 -11 21 -13 -9 -15 16 -5 24 -1 -3 -6 22 23 -7 -18 -26 28 -28 -14 -29
right_child=-2 2 4 9 5 11 7 13 -10 10 -12 12 26 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 27 29 -30 -31
leaf_value=-0.011643477363537316 -0.01152882876292302 0.011138921648866023 -0.0084084326241006136 0.0081306039658924738 0.011372728724025713 0.0021127065643050569 0.0048762838983455788 0.0049227263530415288 -0.012814060154100106 -0.0077491042619490724 0.0040053657719966596 -0.0076451304787056775 -0.007194625129259228 0.0066536349320102401 -0.015277979168344389 0.0079673380505580656 0.0056993183115485102 0.0057147998715588715 -0.0010251666290649224 0.001156573029350288 -0.010922172732925594 0.0084081890749549797 0.0052029859299380973 -0.018211947640685063 -0.0043195782159985794 -0.019915608267092568 -0.004270663715320892 0.0068265225068603877 0.013427798864886799 -0.0063328518538504708
leaf_weight=33.858177043497562 58.335084468126297 18.50579372048378 54.280083991587162 42.65519692003727 2.7980497330427161 5.5913850516080874 7.5806000530719748 34.923299983143806 27.645900338888168 20.272502824664116 54.126262210309505 37.476099148392677 5.4078305214643505 7.7547017484903362 10.8374637812376 176.50366024672985 6.5211587697267559 16.991847060620785 18.214814625680447 41.76519813388586 29.635422468185425 37.310825571417809 17.406521424651146 5.8335202261805534 14.344905257225038 7.3651274293661109 59.661726333200932 35.994545944035053 14.077709443867205 10.199799619615076
leaf_count=368 612 46 449 111 8 24 27 124 235 115 182 229 33 21 68 472 19 50 90 169 253 103 55 42 60 46 380 123 37 82
internal_value=-4.53685e-07 0.00078561 0.00135042 0.00355374 -0.00205425 -0.000734762 -3.29617e-05 -0.00292253 -0.00900717 0.00513136 0.000802456 0.000435883 -0.00129013 0.00108268 -0.00613041 0.00634954 0.00310018 -0.0016446 -0.00792926 0.00422158 -0.00899878 0.00468468 -0.000133914 -0.008265 -0.00607409 -0.00961053 0.000609964 -0.000695958 0.00770445 0.00392091
internal_weight=913.875 855.54 803.467 487.794 315.674 261.393 149.013 88.742 35.2265 338.781 74.3988 228.96 162.818 53.5155 18.5922 264.382 87.8782 45.223 52.073 60.271 32.4335 66.1423 28.8314 11.4249 28.2312 21.71 125.342 105.856 19.4855 46.1943
internal_count=4633 4021 3563 1745 1818 1369 690 475 262 1055 297 1108 884 213 89 758 286 175 458 215 261 224 121 66 125 106 655 585 70 205
is_linear=0
shrinkage=0.0109474


Tree=16
num_leaves=31
num_cat=0
split_feature=0 4 0 4 1 0 4 2 0 2 3 0 0 3 3 2 2 4 2 4 2 2 2 3 4 2 2 2 3 1
split_gain=84.0988 49.1942 54.4545 25.2314 21.4755 21.7676 20.3855 17.178 21.3941 17.3629 15.6606 14.9106 14.794 12.3353 15.9273 12.2628 21.4571 15.8309 23.4238 14.6227 12.2854 12.2209 13.3434 10.9711 10.7202 11.0056 14.0062 10.5974 17.0541 8.87524
threshold=102.75018128760001 42.783136484500005 75.381677519650012 44.749265482150008 66.859265246100009 86.681267041950008 42.154118731400011 -0.060989999999999996 92.168410086200012 -0.087660000000000002 0.075320000000000012 85.769879735700016 100.19345760555002 0.078385000000000024 0.079745000000000024 -0.57826499999999992 -0.24150999999999997 49.292797572200008 -0.124155 44.279556297950009 -0.237895 -0.016014999999999998 0.70681500000000008 0.070640000000000022 43.022303514600004 -0.098419999999999994 0.11873000000000002 -0.22386500000000001 0.10487000000000003 77.852370541550016
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 9 -9 -6 -5 -8 15 -12 -15 -3 -17 18 19 -18 -21 -10 -23 -20 -25 -26 -27 28 -4 -11
right_child=3 12 4 10 7 -7 11 8 21 29 13 -13 -14 14 -16 16 17 -19 23 20 -22 22 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.010998408938674795 -0.009561650571776853 0.010809633342254984 -0.0079334035449477314 0.0053442496700331467 0.00054732567733152299 0.0075030294186063089 0.00061455870602609866 -0.013385800066303161 0.009303642067535688 -0.011273263396612398 -0.013026004186288189 -0.015270824854995226 -0.012435043215684732 0.0088810337753931594 -0.0082841451552623964 -0.012314879055158202 0.010922574602397258 -0.011114860096828048 -0.010571538931795124 -0.014015702575815785 0.0030420892754578345 0.00055135158679440414 0.01169328296622581 -0.010916514703890096 -0.0079440982454963265 0.0033579914626539931 -0.010814810895024068 0.0049209887131888685 0.0099258091598305592 0.0015386721971001186
leaf_weight=26.049355998635292 97.09128050506115 6.6650207564234725 15.687687180936338 20.632826745510101 87.601532310247421 159.02335899323225 13.352109640836717 6.4886692985892287 36.500100418925285 21.326537609100345 12.470190078020094 9.5021665990352613 13.983683213591574 8.9875314980745333 11.677370958030222 19.047191314399242 21.21456153690815 14.520099952816961 16.309449657797813 4.6640056893229511 26.540407605469227 60.123055018484592 12.13690274953842 10.685824669897555 14.790685653686515 48.707533277571208 7.5691404193639746 128.11294178664684 7.3900083601474753 6.6682913899421683
leaf_count=268 889 18 100 73 388 407 65 45 92 154 112 60 117 36 84 168 49 112 122 38 103 254 25 64 112 193 56 388 17 24
internal_value=2.29105e-05 0.00128244 0.00270301 -0.00661174 0.00333593 0.00491069 0.00254209 0.00106385 0.00371195 -0.00157628 -0.00128493 -0.00599014 -0.00281182 -0.00541285 -0.000818705 -0.00210622 -0.00257395 -0.00144949 -0.000516869 0.00471369 0.000492526 0.004732 0.00242277 -0.00331284 -0.00186476 -0.000503719 0.00145177 0.00383183 -0.00221447 -0.0082215
internal_weight=945.52 794.66 589.963 150.859 563.913 333.068 174.045 230.845 115.249 115.596 53.7679 22.8543 204.698 33.1351 20.6649 190.714 184.049 165.002 150.482 52.419 31.2044 108.76 72.26 98.0626 81.7532 71.0674 56.2767 151.191 23.0777 27.9948
internal_count=4633 3439 2287 1194 2019 1037 630 982 416 566 305 125 1152 232 120 1035 1017 849 737 190 141 371 279 547 425 361 249 505 117 178
is_linear=0
shrinkage=0.00969289


Tree=17
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 2 2 3 3 4 2 2 4 1 0 2 2 3 4 4 3 3 3 3 1 3 2 2 3 1
split_gain=64.0799 31.8914 54.7433 19.814 20.9873 16.4666 14.1385 15.4381 13.6953 22.613 19.563 15.2717 13.8397 12.6159 19.2284 12.5702 11.9083 11.8707 17.3561 11.5305 10.6946 11.8842 10.6644 20.99 16.4648 12.9057 10.5168 10.3171 9.96242 9.86459
threshold=90.937096262400004 70.348883899450016 84.546631286350006 95.217121606100008 37.232443001650005 -0.58835000000000004 -0.22932499999999997 0.09117500000000002 0.083395000000000011 39.427119987250002 0.18839000000000003 -0.13734499999999997 42.206017975500011 58.309968391300011 76.535026057600007 -0.057599999999999998 -0.068964999999999985 1.0000000180025095e-35 41.835830569250014 39.788107623550012 0.070640000000000022 0.079745000000000024 0.074735000000000024 0.083555000000000032 83.602982482550019 0.089850000000000027 -0.59496499999999986 -0.54488499999999995 -0.222165 71.246828915000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 29 -1 7 -4 17 -10 11 -11 19 14 20 16 22 18 -8 -13 -7 -22 -6 -24 25 -25 -27 -28 -17 -5
right_child=-2 3 6 4 15 13 8 -9 9 10 -12 12 -14 -15 -16 28 -18 -19 -20 -21 21 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=0.015628537005185277 -0.013065363432442348 -0.008962318334552034 -0.0084868969700045947 0.011527491501389374 0.0048511025156976586 -0.0090120797864435484 0.0074098634817019301 0.0062393971844753272 0.0096180849724247473 0.011208108685594607 -0.019868120344048668 -0.010160455409546154 -0.0036046080461495933 -0.010705682514935651 0.011518038156311529 -0.01160090436684374 -0.017754205203200115 0.010626478933197878 -0.0088788314780332191 0.0047347001775520214 0.021698512005803416 -0.0062124907370010377 -0.01029677007384606 0.0090134708150710965 -0.016917732474512087 0.0085861482011929061 -0.020368860721679056 -0.0020247220589680172 0.0048002900966621197 -0.011592018097577442
leaf_weight=5.058336690068244 49.396977946162224 50.622565135359764 23.361745178699493 2.8069400638341895 32.222534961998463 33.001189194619656 37.068709768354893 17.23977193236351 61.996117115020752 22.39101105928421 5.8411855325102797 7.8720069006085387 61.290677130222321 46.284246698021889 11.132975190877913 5.4961182326078406 6.2512730136513701 89.375783920288086 12.087567836046217 90.456162363290787 3.7104829996824247 4.9770777672529221 35.58378504216671 26.21646273881197 6.6142025813460341 10.074050709605212 5.2647569477558127 22.660341322422035 84.542682603001595 30.677522219717503
leaf_count=12 554 430 137 8 132 289 102 51 160 53 42 38 288 370 30 34 53 237 67 282 8 37 280 90 65 28 38 117 328 273
internal_value=5.94849e-06 0.000763634 0.00253012 -0.00218839 -0.000910822 -0.00514608 0.00439404 -0.00223398 0.00508694 0.00343635 0.0013962 0.00207863 0.000797968 -0.00620641 -0.00226398 0.000335353 -0.00181718 0.00806384 0.00340446 0.00354222 -0.00594447 0.00570838 -0.00109856 -0.00290014 0.000815805 0.00264236 -0.00175322 -0.00548317 0.00379913 -0.00965395
internal_weight=901.575 852.178 533.145 319.033 268.411 104.164 428.981 40.6015 388.379 249.847 187.851 182.01 159.619 99.106 52.8217 234.926 144.887 138.532 49.1563 98.3282 41.6887 8.68756 138.636 106.414 70.8298 64.2156 37.9991 27.9251 90.0388 33.4845
internal_count=4633 4079 2203 1876 1446 746 1457 188 1269 863 703 661 608 734 364 1165 803 406 169 320 334 45 750 618 338 273 183 155 362 281
is_linear=0
shrinkage=0.0118044


Tree=18
num_leaves=31
num_cat=0
split_feature=0 4 0 4 4 1 0 4 2 2 0 4 2 4 2 2 4 2 2 3 2 0 0 2 1 1 0 1 4 1
split_gain=64.2004 37.3346 43.1595 21.4367 21.7505 19.3852 17.5556 15.6434 14.9278 19.396 17.5783 14.5652 14.2464 13.5514 12.5501 11.3616 11.1515 11.8845 12.8237 26.1994 15.241 15.7642 12.7314 12.4225 11.1383 10.9989 10.8111 10.1709 8.89982 8.70883
threshold=104.22883325935001 42.783136484500005 75.381677519650012 44.749265482150008 49.247968080500009 66.859265246100009 86.681267041950008 42.154118731400011 -0.060989999999999996 -0.016014999999999998 92.168410086200012 39.788107623550012 0.70681500000000008 42.686561923500008 -0.092084999999999986 -0.13734499999999997 51.757767929250001 -0.070854999999999987 -0.237895 0.091705000000000023 -0.13734499999999997 94.230457472250009 85.799452775150016 -0.088039999999999993 83.116371560950014 62.036171360100006 113.32926403090002 61.923256118600001 43.157831852650006 81.573196594050017
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 6 7 -4 11 -10 -11 14 29 27 15 24 17 18 19 -3 25 22 23 -22 -7 -20 -5 -9 -24 -12
right_child=3 16 5 4 -6 8 -8 13 9 10 12 -13 -14 -15 -16 -17 -18 -19 20 -21 21 -23 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.014210935362885707 -0.013056773450938218 -0.014558631938245433 0.0046147012912917283 0.01217011720646134 -0.0126660452556946 -0.014143273809060785 0.0092026044737043462 0.004857845758548196 0.012197826161357155 -0.022759963156903356 0.0011996214382276463 0.0019586128133134055 0.015590404109593897 0.0088504671181996192 -0.017576867143548228 0.00430688100198332 -0.016923507446518542 -0.0089073942364080103 -0.0016715290800242233 0.013386653994293911 -0.020754626045365515 -0.011793252148813917 -0.0053188149980096409 0.0029892316204810677 0.0093486723705658061 0.010379166299730257 -0.0058068571716348707 -0.019422951038374481 0.010818369209909865 -0.017792224337927532
leaf_weight=23.603646732866764 76.342708773910999 25.545799896121025 145.66018949449062 17.053987160325054 17.775784470140934 18.064248375594616 149.4973967820406 3.8907108306884828 36.658426061272621 5.1011648029088965 58.731309071183205 64.592045426368713 11.6593711823225 6.4885733351111403 14.607628770172594 17.951000317931179 9.8605198264121992 41.453675873577595 20.432107575237751 7.3887844979763022 7.2313800752162916 23.963770553469658 8.0502873212099093 7.8508909791707993 4.2611207142472258 35.27948746830225 8.5949900448322278 12.15212722122669 21.248708061873913 4.4362454414367667
leaf_count=268 793 227 505 45 152 122 407 15 98 40 249 274 25 23 114 84 98 274 90 21 54 203 35 40 18 111 68 87 54 39
internal_value=2.76194e-05 0.00138648 0.00309788 -0.00888638 -0.00155464 0.00383567 0.00594368 0.00304697 0.000998741 0.00432597 0.000715601 -0.00224802 0.002316 -0.00708801 -0.00719873 -0.00343474 -0.00335694 -0.00268284 -0.00103924 -0.00828918 0.000885482 -0.00325069 0.00136188 -0.00839505 -0.00965949 0.0059596 0.00614602 -0.0135344 0.00638446 -0.000134172
internal_weight=905.428 785.661 577.355 119.767 43.4248 553.752 317.689 168.192 236.063 116.587 79.9281 119.476 74.8269 22.5314 54.884 40.2764 208.305 198.445 156.991 32.9346 124.057 68.345 44.3813 15.0823 22.3254 55.7116 25.649 16.0428 29.299 63.1676
internal_count=4633 3575 2368 1058 265 2100 1037 630 1063 451 353 612 313 125 338 224 1207 1109 835 248 587 386 183 94 140 201 113 102 89 288
is_linear=0
shrinkage=0.0130702


Tree=19
num_leaves=31
num_cat=0
split_feature=0 0 4 1 0 4 3 2 1 0 3 0 4 0 4 2 2 4 3 0 4 3 0 0 3 4 3 2 4 2
split_gain=65.9048 37.8761 40.285 22.7492 29.17 20.614 17.8796 17.351 14.9291 18.6078 16.4657 14.5429 12.5395 12.1331 11.5415 11.3696 17.0793 12.0831 14.5668 13.0146 13.7141 13.2314 11.3055 11.2079 10.8332 12.6291 10.5334 10.2334 10.225 10.204
threshold=104.22883325935001 75.994645973400011 44.202975721700007 66.859265246100009 86.09518316945001 42.388109226950007 0.075320000000000012 0.70681500000000008 61.917879202350001 85.619326080400015 -0.15849499999999997 91.886121982450007 37.892416320650007 94.165934477050016 44.952171034750002 0.22387500000000005 -0.057599999999999998 44.026978245600006 0.083555000000000032 95.988709089550014 41.835830569250014 0.094595000000000026 104.03526427400001 113.1679565431 0.092015000000000027 41.289992964000007 -0.10978499999999999 -0.60414999999999985 37.995872310650007 -0.088880000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 8 -2 23 11 28 10 -10 12 -5 -13 -1 16 17 18 -15 -20 21 -21 27 -7 26 -26 -18 -4 -3 -8
right_child=5 2 22 7 -6 6 29 -9 9 -11 -12 13 -14 15 -16 -17 24 -19 19 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.01327138184444368 -0.013797858185259458 0.01303414509294672 0.014081690090994071 0.003948327731331156 0.0076188838974260613 0.010625428372243085 -0.016153691572408573 0.014223150096969448 0.0064854909423694785 0.0012997720506631174 -0.016539389712393451 0.0059395532808914639 -0.019406072382363936 -0.011624168747022314 -0.00093992296981227838 -0.012469089152261329 -0.0098594370138837227 0.016699453366315082 -0.0099380334429407524 0.0040127949018470424 0.0095328740423158143 -0.0092739416196524482 0.010815512543459489 -0.0070537094535147822 0.0032731711880980285 -0.021102079098753099 0.0099860305259422185 -0.0084827789656115281 0.0016322242955219566 -0.0028867386065961312
leaf_weight=33.697604261338711 59.250700637698174 18.328858248889446 3.2600878775119773 5.2988671809434917 245.11173569411039 16.459785319864753 16.860993564128876 13.321303851902483 6.2356150150299099 53.581000216305256 21.226596482098103 49.148580759763718 10.919946372509001 27.637121096253395 18.106687173247337 12.515330813825129 4.5982767790555945 4.6750719025731078 20.635490156710148 23.875180155038834 21.691451109945774 22.678689286112785 5.6161543875932685 8.4068819060921651 11.356409274041654 4.6487259715795508 42.606886446475983 72.05330802500248 36.532638058066368 19.287281185388565
leaf_count=368 627 46 9 18 690 47 169 30 22 211 168 156 83 201 90 88 25 10 167 97 64 137 20 56 51 36 124 520 144 159
internal_value=2.61609e-05 0.00133499 0.00205818 0.00308027 0.00505232 -0.00856425 -0.00348197 0.000353981 0.000423382 -0.00297361 -0.0113113 -0.000350424 -0.0117759 0.000402656 -0.00896128 -0.000979289 -0.000199484 -0.00293743 -0.00372533 -0.00126922 0.00135199 -0.00245983 -0.0062346 0.00464849 0.00504998 -0.00380667 0.00805287 -0.00750603 0.00544153 -0.00907497
internal_weight=909.623 789.358 737.553 656.624 381.016 120.266 61.0149 275.607 135.905 81.0432 27.4622 262.286 16.2188 246.067 51.8043 196.919 184.403 121.193 116.518 88.8808 68.2453 46.5539 80.9296 24.8667 63.2103 16.0051 47.2052 75.3134 54.8615 36.1483
internal_count=4633 3575 3117 2568 1281 1058 431 1287 591 401 190 1257 101 1156 458 1000 912 676 666 465 298 234 549 103 236 87 149 529 190 328
is_linear=0
shrinkage=0.0124572


Tree=20
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 3 2 2 3 3 3 2 4 3 1 4 0 0 0 1 2 4 1 3 1 4 4 3 4 0
split_gain=82.2852 73.5342 40.7579 23.2302 23.7823 22.4401 16.6731 13.392 19.3121 12.5134 19.1254 27.0248 17.918 12.4542 10.711 10.4477 19.1452 13.2413 10.3743 16.8968 10.0823 9.58775 8.90146 9.91109 9.88079 11.9894 8.86727 11.114 8.64441 8.31349
threshold=70.348883899450016 85.705356740550016 90.937096262400004 95.217121606100008 37.232443001650005 0.099855000000000027 0.63131000000000015 -0.23401999999999998 0.091705000000000023 0.08759500000000002 0.093325000000000033 0.05642500000000001 42.081757894750005 -0.20885999999999996 71.246828915000023 48.393869453650005 82.605564516150011 85.398872513700013 97.886760529650019 78.27445846800002 -0.089569999999999997 40.040404835300002 65.036490633650018 -0.04931 66.235542959850008 38.621016321050007 35.119813570500007 0.11636500000000001 48.96897326980001 86.780739992750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 13 14 15 18 8 -3 22 11 21 -12 -2 -5 16 -1 -18 -6 -20 -19 -11 23 -9 25 -24 -7 -28 -17 -14
right_child=2 7 -4 4 6 26 -8 9 -10 10 12 -13 29 -15 -16 28 17 20 19 -21 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.012918465879454227 0.0038668394656358228 -0.011765311061293242 -0.01548541198536826 0.013536170623526049 0.0039688228281554352 0.018334261425545707 0.013790944788064858 0.0028561259260290301 0.009067532952433616 0.0089604560589540225 0.010187951447928129 -0.033636712467270756 -0.012813442222966412 -0.013684158451850793 -0.013838447752247582 0.010920327543164909 0.005561710985096161 -0.021068637933189339 -0.010596554085256357 -0.00021327464960578448 -0.0024679865983507289 -0.0036225320903063374 0.0059603521476694959 0.013002888633909105 0.0078468305852412868 -0.022526038695164324 0.0073943962861977427 -0.015040218900495353 -0.0072898482552688597 0.0033157495455948447
leaf_weight=65.318010352551937 8.6643714755773527 16.802420243620872 54.09655225276947 2.8016606718301764 61.431017160415649 8.0568578541278857 15.197393484413622 20.466419830918312 15.366658613085745 16.820242688059807 95.697902835905552 4.4987920001149169 9.128161661326887 46.06816527992487 32.320512965321541 10.243134200572969 23.129634954035282 7.9390299320220974 36.245457157492638 128.46140792220831 15.555262126028536 31.15204643458128 6.1434822008013708 114.54193734377623 46.137191750109196 4.7068841010332108 15.936857558786871 5.3101794719696036 8.6920763850212079 15.641119055449961
leaf_count=576 33 97 554 8 224 15 38 68 41 48 246 33 53 397 273 30 90 60 224 679 75 132 18 269 141 31 53 31 43 53
internal_value=9.53215e-05 0.00339481 -0.00467711 -0.00291169 -0.00132903 -0.00428662 0.000173703 0.0064933 -0.00181379 0.00722557 0.00460516 -0.00216227 0.0075528 -0.0109058 -0.0116548 -0.00666525 -0.0082259 -0.00165182 -0.000741431 -0.00249822 -0.00875339 0.000789367 0.00958589 0.0114647 0.00513482 -0.00639703 0.00633683 0.00178741 0.00256107 -0.0026283
internal_weight=942.571 557.284 385.287 331.19 276.457 160.181 241.335 397.103 32.1691 364.934 172.938 52.4711 120.467 54.7325 35.1222 130.877 111.942 46.6239 226.138 164.707 23.4943 47.9723 191.996 135.008 56.9876 10.8504 29.3039 21.247 18.9352 24.7693
internal_count=4633 2203 2430 1876 1446 973 1165 1230 138 1092 565 213 352 430 281 874 801 225 1127 903 135 180 527 337 190 49 99 84 73 106
is_linear=0
shrinkage=0.0134304


Tree=21
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 3 4 1 0 1 3 1 4 0 2 2 2 3 0 1 1 4 2 4 0 3 4 1 2 1
split_gain=133.43 122.994 52.4255 35.2841 33.9635 29.9288 21.5669 19.7535 18.779 23.017 16.2572 14.3202 13.6453 24.5107 15.8863 11.3813 26.5324 18.8115 19.7979 14.9499 14.0173 22.9497 13.8058 10.2893 10.2567 10.2458 9.82731 9.37705 8.73223 8.27468
threshold=70.182199495350019 85.705356740550016 89.89935142405001 95.44832900530001 98.230883170350012 0.099855000000000027 38.396531328800009 75.629015667650023 91.109157582800023 68.20618276945001 -0.20885999999999996 62.111448187750007 48.393869453650005 82.605564516150011 0.19977000000000003 -0.094409999999999994 -0.156745 0.074735000000000024 104.25302938255003 83.116371560950014 81.339300736700025 42.388109226950007 -0.59614999999999996 35.119813570500007 96.631250582750013 0.10602000000000002 39.476991512000005 78.537927364800012 -0.25105499999999997 58.309968391300011
decision_type=2 2 2 2 2 2 2 2 2 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 10 24 12 -6 -8 11 -10 -2 26 13 29 -15 16 17 -9 19 22 27 -22 -19 -7 -5 -25 -3 -17 -13 -1
right_child=2 8 -4 4 6 23 7 15 9 -11 -12 28 -14 14 -16 20 -18 18 -20 -21 21 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0067689643734049516 0.002578192006528905 0.011670636398556856 -0.010522979811300119 -0.0019790904008997103 -0.0085639646611742407 0.012506245911848835 -0.011797035047040038 0.0087708580116729502 -0.0053825933013762674 0.0048301329883085591 -0.0096972487939701799 -0.0003455286412700419 0.0017238246532741443 -0.0030777157916275395 0.013886713953621203 -0.0016750435150765322 -0.010434004850180065 0.0056677758850271279 -0.012331382534498158 0.010800121259907224 -0.013285595945339988 0.0038760925120390377 -0.015203043518031029 0.0066425661177945362 0.0053135150701374327 -0.005503784945189466 0.0034138210114471501 0.0070686872255294056 0.0082194698323549212 -0.012710888177879178
leaf_weight=39.51960464566946 9.7659969776868802 12.251167610287665 71.666416697204113 19.217254504561424 41.395095713436604 8.71621882915497 13.026133283972738 15.678727582097052 25.43922683596611 52.359857998788357 58.56084556132555 9.7066608816385251 19.006454095244408 42.730563044548035 4.7596108317375174 13.014493390917776 24.336942970752716 4.8059951066970825 11.308948017656801 8.778917193412779 10.530846245586874 14.192864157259462 5.035012781620031 11.983692057430746 67.579412147402763 9.7889292985200864 128.30686277151108 35.393825218081474 190.01800944656134 33.67763677239418
leaf_count=293 36 22 612 91 305 15 93 42 128 155 443 36 73 218 7 56 177 14 94 18 80 58 36 34 205 50 411 103 445 283
internal_value=0.000109746 0.0028252 -0.00365517 -0.00225936 -0.000893432 -0.00348742 -0.00291167 -0.00141281 0.00539479 0.00149071 -0.00794271 0.00628739 -0.00521306 -0.00630552 -0.00137749 -0.000467396 -0.00300761 0.000955237 -0.0031391 0.0024439 0.0019621 -0.00343378 -0.00501048 0.00441911 0.00369889 0.00118159 0.00413349 0.00471795 0.00780321 -0.00950281
internal_weight=1012.55 588.264 424.288 352.621 284.294 170.183 197.498 156.103 418.082 77.7991 68.3268 340.283 139.694 120.687 47.4902 143.077 69.9445 45.6076 29.9289 18.6199 73.132 24.7237 9.84101 30.4888 86.7967 21.7726 140.558 48.4083 199.725 73.1972
internal_count=4633 2170 2463 1851 1372 973 1076 771 1197 283 479 914 874 801 225 678 381 204 162 68 297 138 50 99 296 84 433 159 481 576
is_linear=0
shrinkage=0.00880808


Tree=22
num_leaves=31
num_cat=0
split_feature=0 0 4 1 4 1 4 2 2 0 0 4 0 2 2 3 3 0 0 0 1 0 0 0 3 2 3 4 1 4
split_gain=68.0063 40.4392 46.9432 26.473 23.0722 17.8171 17.5174 16.1808 15.1917 13.4173 13.2512 13.1456 12.2697 16.3542 14.8647 11.7417 11.7027 20.4665 11.6234 14.5671 10.6298 9.69528 10.0219 12.4202 8.76971 8.95852 8.64728 8.46713 10.7263 12.4234
threshold=102.75018128760001 84.546631286350006 44.578137159850009 66.859265246100009 44.749265482150008 62.111448187750007 39.476991512000005 0.70681500000000008 -0.58835000000000004 91.886121982450007 90.321439350550008 48.393869453650005 122.35979489110001 -0.088880000000000001 -0.156745 0.099855000000000027 0.074735000000000024 104.25302938255003 102.32271644485002 94.165934477050016 62.116825104000007 94.625660817400004 98.230883170350012 96.631250582750013 0.087475000000000011 -0.083330000000000001 0.10052500000000002 42.081757894750005 66.235542959850008 43.084051236300006
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 -3 9 -1 10 -5 15 13 14 16 -10 -6 -18 19 -11 -7 -21 23 -23 -24 -26 -25 -22 29 -29
right_child=4 2 -4 7 12 20 -8 -9 11 18 -12 -13 -14 -15 -16 -17 17 -19 -20 21 27 22 24 26 25 -27 -28 28 -30 -31
leaf_value=0.01514086161442702 -0.011399172124679214 0.01358118169496178 -0.0081585169403197988 0.00030324850086523085 0.012000175657080248 0.0149484328415026 0.0015204105564553599 0.013758767911500536 -0.01050863877274941 0.0058546481946897778 -0.021875902401086698 0.0028317520649403173 -0.015962025712406472 0.012531674505574582 -0.017952208806833424 0.0022897253475544417 0.015405553130993331 -0.015930281540498741 0.012045372641772266 -0.012075923792289538 0.0089518843592731098 -0.0038095666407260342 -0.0094512820508431839 0.0074901275574241998 0.0040565840536410762 -0.007150573556317168 -0.0067553000053611938 -0.0092149514305303968 0.015688619841418706 0.0057336695957856832
leaf_weight=5.0449170693755141 90.31746294349432 20.294796079397202 55.194345913827419 7.9654406085610381 9.1862199977040309 31.114787541329861 149.45663783699274 13.299437493085859 70.468100525438786 49.891809865832329 8.0226628556847555 18.287816449999809 7.185408115386962 13.251229546964167 7.9887431338429478 12.526999630033968 4.5959246531128874 9.4547637253999692 12.688900977373121 12.224440477788447 104.73623838275671 34.28728686273098 28.488583393394947 46.736408591270447 24.697216369211667 18.51842529326678 7.3117256984114638 14.071293130517004 7.4473126828670493 19.936598099768162
leaf_count=12 889 43 391 37 22 67 573 30 623 158 61 69 69 43 69 47 10 92 30 93 274 218 193 138 97 105 36 68 14 62
internal_value=6.30642e-05 0.00148678 0.00259989 0.00357144 -0.0076854 0.00578304 0.00296235 0.000665503 -0.00548934 -2.87162e-05 -0.010826 -0.00651693 -0.00119289 0.00119312 -0.00361862 -0.0085769 0.00130921 -0.00568045 0.000706358 5.87064e-05 0.00848355 -0.00161994 -0.000821269 0.00192504 -0.00420456 -0.000745819 0.00556298 0.00710759 0.00244798 -0.000451555
internal_weight=914.692 772.712 666.384 611.19 141.98 347.058 169.751 264.132 106.328 250.833 15.9881 101.283 51.6623 44.4769 31.2257 82.9951 23.2369 14.0507 234.845 222.156 177.306 172.264 160.04 88.3354 71.7042 43.2156 54.0481 146.191 41.4552 34.0079
internal_count=4633 3439 2688 2297 1194 1101 616 1196 751 1166 98 739 305 236 193 670 124 102 1068 1038 485 880 787 392 395 202 174 418 144 130
is_linear=0
shrinkage=0.012181


Tree=23
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 3 4 1 0 1 3 1 4 0 2 1 3 3 0 3 2 1 2 4 3 1 3 0 4 2
split_gain=111.714 104.502 46.7283 30.2894 29.769 27.6289 18.794 19.1458 17.9564 20.4094 16.1287 13.8444 12.5542 21.3065 13.5719 12.0591 10.9926 10.7685 27.2268 18.0828 12.0159 10.7312 14.0603 9.92144 11.0837 9.455 13.6556 9.1773 9.0972 17.8811
threshold=70.182199495350019 85.705356740550016 89.89935142405001 95.44832900530001 98.230883170350012 0.099855000000000027 36.772607578000013 78.27445846800002 91.109157582800023 67.606656606400023 -0.20885999999999996 62.095317438950012 48.393869453650005 82.605564516150011 0.19977000000000003 65.571493801650021 0.087700000000000014 0.075320000000000012 104.22883325935001 0.087475000000000011 -0.156745 87.143681840350013 -0.043559999999999995 35.119813570500007 0.10602000000000002 74.927328095600004 0.099465000000000012 85.398872513700013 41.289992964000007 -0.083330000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 10 25 12 -6 16 11 15 -2 28 13 -1 27 -10 -8 20 19 21 -9 22 -19 -7 -25 26 -5 -15 -3 -30
right_child=2 8 -4 4 6 23 7 17 9 -11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.007015385843708105 0.0023289227873118882 0.0046597773671965513 -0.0077976162780157869 0.001605833092648553 -0.0077315206489341525 0.0096129315979663725 -0.010665891324187876 0.0074255803276165721 0.0033491569204914576 0.0029732783508182007 -0.0071447386601643098 0.0056978750961428236 0.0013356260746393868 0.0010410641521686188 0.010126174802784877 -0.0084788503194668952 -0.0027835259313345015 -0.0090558063272337692 -0.006482007593139329 0.0042211055593597445 -0.00065069348938004402 0.0052232210537709834 0.0014179323213597795 0.0053295382866000015 -0.0044910451863129155 0.0046869843312645244 -0.01142457770887869 -0.00529191236933665 0.0045763858531730171 -0.0025143739629502754
leaf_weight=70.417199485003948 9.7751545310020429 64.959498308598995 67.336463384330273 32.730033993721008 24.030241280794144 8.5196488201618212 13.331012509763239 16.142041191458702 5.6004199683666256 57.017454847693443 56.334777839481831 200.52627624571323 18.883147373795509 20.169219605624676 4.5142739415168753 13.94129706174135 21.31001765280962 14.575684674084192 31.782042920589447 38.728557206690311 18.128754146397114 6.2189854979515067 10.028644308447836 11.901523493230345 9.6430383548140508 48.820702284574509 4.2070676162838927 22.370233200490475 33.336977854371071 32.609179437160492
leaf_count=576 36 175 612 123 199 15 102 43 17 181 443 500 73 85 7 85 109 114 237 125 86 21 40 34 50 143 30 133 94 145
internal_value=9.0047e-05 0.0020325 -0.00260842 -0.00159895 -0.000620409 -0.00251435 -0.00209523 -0.00129966 0.00388715 0.000915361 -0.00574394 0.00457361 -0.00381693 -0.0046452 -0.00109814 -0.00508909 -0.00581692 -0.000145702 -0.00126143 0.00112414 0.00315335 -0.00276711 -0.00478674 0.00339344 0.000933985 0.00272065 0.000121693 -0.00228926 0.00285143 0.00107013
internal_weight=987.89 574.409 413.48 346.144 280.034 166.418 194.276 170.246 407.991 76.5592 66.1099 331.432 136.354 117.471 47.0537 19.5417 34.641 135.605 101.334 69.5519 34.2708 30.8233 24.6043 30.0642 21.5446 85.7578 36.9371 42.5395 130.906 65.9462
internal_count=4633 2170 2463 1851 1372 973 1076 877 1197 283 479 914 874 801 225 102 211 666 537 300 129 175 154 99 84 296 153 218 414 239
is_linear=0
shrinkage=0.00680823


Tree=24
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 3 0 1 0 1 3 1 1 3 0 4 0 0 2 4 4 3 2 1 0 1 1 2 0 2
split_gain=73.0635 67.3254 37.3945 21.5792 21.3354 19.2524 15.1651 14.0676 12.9342 11.9856 11.0636 10.3877 9.5752 15.6917 12.3754 9.19703 16.4069 11.1689 9.43038 8.94705 8.86107 10.1615 8.84636 8.40918 18.1284 8.38557 8.05887 8.04051 7.94891 7.74135
threshold=70.348883899450016 85.705356740550016 90.937096262400004 95.44832900530001 37.232443001650005 0.099855000000000027 97.886760529650019 78.27445846800002 93.972365491700018 71.830224329350003 -0.20885999999999996 71.246828915000023 81.339300736700025 0.075320000000000012 102.75018128760001 48.393869453650005 82.605564516150011 85.398872513700013 -0.089569999999999997 42.081757894750005 35.119813570500007 0.11636500000000001 -0.078504999999999991 58.309968391300011 78.252950803000019 80.677940036650014 62.00390986255001 -0.23890999999999998 109.30464220965001 -0.15962499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 10 11 15 9 19 -3 -6 -2 -5 14 28 -9 16 23 -18 -19 -8 -7 -22 25 24 -1 -16 -20 -11 -14 -15
right_child=2 8 -4 4 6 20 7 12 -10 27 -12 -13 13 29 22 -17 17 18 26 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0082797884455910794 0.0024950701956205938 0.0048914752302842805 -0.010888765706162597 0.009784797141091291 -0.0068330287165085605 0.013000703476972618 -0.0030671266186857601 0.0061376245118391001 -0.0030862468304747362 -0.0045587805867087754 -0.0093225185147163114 -0.0096789508185622982 -0.0037327660223791929 0.00075491859628940472 -0.01408674895481153 0.0015956987939686471 0.0034809582904600637 -0.014824701106687236 0.003393786399110896 -0.012902842050234752 0.0047415972097505522 -0.010746373525032264 0.0044162462517146651 -0.012820264945285299 0.013555779706649467 0.0055651733813457506 -0.011282359519221982 0.006907950761244965 0.0083689596911541743 -0.0076313372525383515
leaf_weight=30.275395445525646 8.816137954592703 371.66132615506649 51.254337698221207 2.8041113018989554 8.2467178553342801 7.7047245353460339 24.364504180848598 39.48934805393219 20.084365852177143 6.4468715488910666 47.165273994207382 30.91070432215929 7.5598816275596645 14.484992071986197 8.0627336502075213 18.879729926586151 22.809417568147182 7.694714009761813 10.09284310787916 13.462730839848517 15.913125365972521 5.2928325161337844 7.7911363989114752 28.568003952503204 4.0406994968652716 2.7235063165426245 5.3770045489072791 51.817665487527847 15.570097923278807 35.89628653973341
leaf_count=285 34 1134 554 8 47 15 126 115 96 30 415 269 46 80 69 73 90 60 38 103 53 31 38 283 8 9 37 147 51 289
internal_value=8.13783e-05 0.00233704 -0.00320093 -0.0019908 -0.000854968 -0.00302822 0.000174721 -0.00136356 0.00448247 0.00409275 -0.00746145 -0.00806012 0.00013256 -0.00218899 0.00307159 -0.00464316 -0.0057252 -0.0013287 -0.00606462 -0.00656766 0.00410719 0.000875927 -0.00344577 -0.00893944 -0.00570866 -0.00912467 -0.00170734 0.00563918 0.00441359 -0.00522023
internal_weight=925.261 548.394 376.867 325.613 269.631 156.648 235.916 169.405 391.746 66.5113 55.9814 33.7148 131.578 73.5113 58.0667 127.738 108.858 45.974 23.1646 37.8272 28.9107 21.206 18.5774 62.8841 34.3161 10.7862 15.4698 58.2645 23.13 50.3813
internal_count=4633 2203 2430 1876 1427 973 1150 926 1230 224 449 277 697 466 231 874 801 225 135 229 99 84 116 576 293 78 75 177 97 369
is_linear=0
shrinkage=0.00968298


Tree=25
num_leaves=31
num_cat=0
split_feature=0 4 0 4 1 0 4 1 0 3 0 2 2 2 4 0 4 2 4 2 4 3 4 1 0 1 0 1 1 0
split_gain=63.2492 37.9101 42.2486 21.3268 17.3983 21.7004 19.8035 16.2629 14.2128 11.6541 11.1305 14.0863 12.9381 10.8349 10.4935 12.5429 16.6119 19.5071 15.152 10.3673 12.254 10.3293 17.3137 18.0605 9.75123 13.7018 11.5263 12.2756 9.97479 10.8347
threshold=102.75018128760001 42.783136484500005 75.381677519650012 44.749265482150008 64.369753017350021 86.681267041950008 41.965446242000006 65.036490633650018 100.19345760555002 0.10487000000000003 122.35979489110001 -0.088880000000000001 -0.156745 0.70681500000000008 50.427417695700008 85.799452775150016 44.578137159850009 -0.11334499999999999 48.109449608500007 -0.14008999999999996 38.110427674550003 0.081775000000000028 41.257948413050009 62.057679025150001 102.32271644485002 70.182199495350019 96.082805124100005 72.62331947780001 74.757955233350017 98.230883170350012
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 -6 14 -8 11 12 -5 24 15 18 17 -17 -3 20 -4 -7 -23 -24 25 -9 -27 -28 -29 -30
right_child=3 8 4 10 7 21 9 13 -10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 23 -25 -26 26 27 28 29 -31
leaf_value=-0.015670210159274715 -0.013303443486138719 -0.012160949084541427 0.010791551313638223 0.0013686317001054447 -0.021341377800367673 0.016868586529693041 -0.0029483226976431466 0.0053534663183904766 -0.01811487180972908 -0.027349295218706916 -0.018672348431169467 0.013813402795131033 -0.020640682027918453 0.01637857719785088 -0.019094503438940931 0.015287969879267206 -0.0069190181437381931 -0.00033770599411079628 0.0033298945351579712 0.0079499819860300754 -0.01086424666402605 0.014762947581923095 -0.024171435684913093 0.0055484234938098249 0.014587899986070381 -0.0087617051389232477 0.012339629419287228 -0.018979850444652606 0.0067224992187772956 -0.0039753820374983624
leaf_weight=23.02567034214735 87.777590446174145 42.190084263682365 8.9007837474346179 22.366303943097591 6.2492561116814604 51.452844396233559 24.070624984800819 98.84586726129055 13.586459912359713 5.0117893740534774 6.8248952329158774 13.277408212423323 7.5781551301479366 11.28085573017597 7.908737137913703 25.21819019317627 38.522679530084133 51.52793437987566 19.597115188837051 111.24255239218473 14.654736392199991 32.282005295157433 5.7140453457832363 17.933318175375462 12.045518651604651 36.417193315923214 16.320926189422607 6.3375007435679427 31.651603989303112 54.800967574119568
leaf_count=268 889 343 33 124 41 113 115 318 117 36 69 43 69 26 79 57 255 227 74 324 88 73 35 55 28 263 45 42 101 283
internal_value=0.000100118 0.00173209 0.00364548 -0.00897941 0.00446123 0.00707462 0.00374163 0.00187348 -0.00374388 -0.00715336 -0.00139545 0.00133264 -0.00420135 0.00241541 -0.00268826 -0.00195543 0.00088137 0.00479677 -0.0072477 0.0060922 -0.0026813 0.0121612 0.00783064 -0.00163295 0.00180112 0.00117084 -0.00167008 0.000696836 -0.00135103 -5.87247e-05
internal_weight=904.614 766.789 568.238 137.824 545.212 271.263 163.88 273.95 198.551 29.0824 50.0468 43.2219 29.9445 267.7 184.965 177.056 115.269 76.7461 61.7872 134.798 23.5555 107.382 55.9294 23.6474 256.42 244.374 145.528 109.111 92.7901 86.4526
internal_count=4633 3439 2287 1194 2019 872 596 1147 1152 151 305 236 193 1106 1035 956 539 284 417 445 121 276 163 90 1080 1052 734 471 426 384
is_linear=0
shrinkage=0.0145577


Tree=26
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 4 0 1 1 0 3 0 4 2 4 3 4 1 1 3 3 4 1 1 1 4 4 3 1 0
split_gain=56.7624 29.1438 40.4958 21.6971 18.51 16.6178 14.5404 17.6632 13.1544 15.018 15.9726 11.8713 16.091 11.4748 9.69289 9.46769 11.3748 9.0712 23.7896 8.89382 11.0078 8.46751 7.9525 7.9454 13.2775 9.32999 12.269 9.20063 8.45789 17.1876
threshold=89.89935142405001 75.994645973400011 70.348883899450016 85.990333302400003 95.44832900530001 37.232443001650005 91.437149474700007 68.20618276945001 61.917879202350001 85.619326080400015 -0.17949499999999999 85.823648898300021 40.518963363600001 0.63131000000000015 44.952171034750002 -0.089139999999999997 44.202975721700007 71.053259929650025 70.816675614150014 0.070640000000000022 -0.12193999999999999 37.995872310650007 71.246828915000023 62.095317438950012 62.041548276350007 41.489621506400006 42.844429421150004 0.092385000000000023 63.910026677050006 88.350799540950007
decision_type=2 2 2 2 2 2 2 2 2 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 8 15 22 23 -8 21 10 -10 -11 -13 -7 -1 16 -4 18 -17 20 -16 -3 -6 24 25 -5 27 -27 -25 -30
right_child=-2 2 4 6 5 13 7 -9 9 11 -12 12 -14 -15 19 17 -18 -19 -20 -21 -22 -23 -24 28 -26 26 -28 -29 29 -31
leaf_value=-0.012657266731044245 -0.012399205046572848 0.011497275923032103 0.0092993136439247261 0.010572853944651957 0.010604694438033267 -0.00021111671375273358 -0.0092695569642265076 0.0043204681940610667 0.0062012733679861617 0.0050567915685931731 -0.014275996699890037 0.0066692559984400327 -0.016893712066061377 0.011807676388548953 0.0023972884037462968 -0.015736925300203843 -0.016728328703612134 -0.015593873001724351 0.01891239716757263 0.013353603010682658 -0.020745861100354819 0.0012051141068440069 -0.011332115865641992 0.010620278645515718 -0.0045915858638381395 0.0017552402262049171 0.008427991151730348 -0.019813239277487835 -0.012948536828317554 0.0071800652685505926
leaf_weight=30.598658755421638 52.434082061052322 17.332326143980026 8.0450792387127859 37.891071639955044 2.7843422293663052 208.9922831133008 20.096754617989063 53.692744106054306 7.4714424163103095 34.501065440475941 26.420553676784039 7.4979659616947201 10.834971420466898 12.895726181566713 8.271035373210907 8.3027031198143941 3.7707306221127501 27.639085181057453 4.7707283720374098 4.7204754650592795 5.0679940730333337 41.458200946450233 27.319941200315952 103.25276116281748 21.600282587110996 6.5777848064899462 15.490267291665075 5.5975258275866508 7.2962512522935858 58.440018385648727
leaf_count=368 612 46 26 94 8 1072 115 182 27 124 235 21 68 36 35 83 35 288 17 17 38 169 253 266 91 23 43 35 40 166
internal_value=7.77549e-05 0.000867272 0.00144649 0.0037014 -0.00207413 -0.000682238 0.00545567 0.000619191 -0.000276142 -0.00333717 -0.00976181 0.00078411 -0.00725672 0.000487394 -0.00841733 -0.00875143 0.00099322 -0.0115796 -0.00309277 -0.0012335 -0.00639566 0.0042394 -0.00930318 0.00684895 0.00381644 0.00658681 0.00112748 -0.00816074 0.00841297 0.00494594
internal_weight=881.065 828.631 779.973 475.452 304.521 251.992 329.935 73.7895 145.517 86.726 33.892 52.834 18.3329 221.888 48.6582 52.5283 11.8158 40.7125 13.0734 18.0595 13.339 58.7905 30.1043 256.146 87.1569 65.5566 27.6656 12.1753 168.989 65.7363
internal_count=4633 4021 3563 1745 1818 1369 1055 297 690 475 262 213 89 1108 458 449 61 388 100 90 73 215 261 758 286 195 101 58 472 206
is_linear=0
shrinkage=0.0123654


Tree=27
num_leaves=31
num_cat=0
split_feature=0 0 4 1 4 0 2 1 3 2 1 0 4 4 1 4 2 1 4 4 4 3 3 3 0 2 2 3 2 0
split_gain=68.0434 40.6379 44.3098 26.3052 21.6608 15.1258 14.0791 13.9695 12.6934 12.5709 16.5545 14.6944 17.0666 12.7016 14.572 12.9948 12.6552 15.877 18.4194 12.1944 11.9452 11.1084 10.4286 11.6645 10.5917 12.8706 24.934 16.1014 18.9361 13.5833
threshold=102.75018128760001 84.546631286350006 44.461493122800007 69.873026810350026 44.749265482150008 86.09518316945001 -0.58835000000000004 61.885617704800005 0.075320000000000012 -0.060989999999999996 81.573196594050017 101.91675926715001 42.081757894750005 39.788107623550012 83.116371560950014 35.119813570500007 -0.13734499999999997 71.504920895500007 43.663128814500006 48.393869453650005 41.835830569250014 0.099855000000000027 0.079745000000000024 1.0000000180025095e-35 86.103248543850015 -0.083834999999999993 -0.070854999999999987 0.094780000000000017 0.0027500000000000003 86.780739992750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 -2 7 -1 -3 -6 13 11 12 -11 14 15 -5 20 -18 -19 21 -15 -8 23 -7 -24 -26 29 28 -28 -27
right_child=4 2 -4 9 8 22 19 -9 -10 10 -12 -13 -14 16 -16 -17 17 18 -20 -21 -22 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=0.013650840538350294 -0.010407453433669825 0.0099645846163476312 -0.0070252241548805633 0.0051389251969611634 0.0057003229128122579 0.0046002725021560458 -0.0095636773822818082 -0.00081423019334470493 -0.0057616793452017626 0.00446653701572804 -0.017028201658231993 0.014665959761254375 -0.010404382711051444 -0.0020224645243497315 0.011439071649660798 -0.012320787330488385 -0.013624626446200499 0.004995110906445643 -0.014891164140601994 0.002321998899895155 0.012091644555591542 0.0019339083433867717 0.015098645134502504 0.012833277478496415 0.0073819038138296456 0.0016028903655721956 0.0034661221475097469 0.0082517059807914878 -0.01789228896903795 -0.016499957002368417
leaf_weight=4.8388060480356208 89.216989159584045 18.814186066389084 56.792542517185211 6.4685813635587683 20.138094872236252 35.975576668977737 69.427429765462875 77.972452700138092 30.818805024027824 69.572466388344765 4.84211691468954 14.486439213156698 11.309966467320917 13.09071469306946 4.77428264170885 31.745421677827835 13.090600460767744 28.101784616708755 7.422107368707656 18.32558174431324 17.887742713093758 12.499981917440889 12.199443340301512 54.641948141157627 88.877482712268829 8.798395127058031 17.990288168191913 49.568571470677853 7.3789699822664252 12.864811301231383
leaf_count=12 889 48 401 29 73 111 623 353 232 251 38 29 73 56 15 230 111 98 70 69 43 47 22 122 243 30 58 132 50 75
internal_value=0.000122897 0.00143308 0.00245886 0.00334494 -0.0070719 0.00512148 -0.00505465 0.00128104 -0.00123191 0.000274318 0.003224 0.00425225 0.0023871 -0.00213706 -0.0070548 -0.00936534 0.000519014 -0.00305479 0.000840215 -0.00595749 0.00612738 -0.00780945 0.00641079 0.00956474 0.00496499 0.00429847 0.00146157 0.00452849 -0.00274624 -0.00914758
internal_weight=909.933 769.759 664.667 607.874 140.174 385.082 105.092 96.7866 50.9569 222.792 100.211 95.3689 80.8824 122.581 42.9883 38.214 79.5929 48.6145 35.5239 100.253 30.9785 81.9274 288.295 90.6175 197.678 185.479 96.601 74.9378 25.3693 21.6632
internal_count=4633 3439 2688 2287 1194 1244 751 401 305 1043 391 353 324 652 274 259 378 279 168 739 99 670 843 233 610 588 345 240 108 105
is_linear=0
shrinkage=0.0112276


Tree=28
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 3 2 3 0 0 3 1 4 1 0 2 1 1 2 2 3 0 1 3 4 4 3 2 2 3
split_gain=85.0161 77.9303 38.4056 24.1613 23.8329 19.8636 15.0358 15.9101 16.903 12.3963 12.2224 11.4881 24.7403 12.2604 17.3928 10.5749 10.4099 10.3854 11.0253 14.8396 10.3286 8.72141 15.0243 16.747 12.3608 8.12073 9.21478 8.11632 8.09998 12.6815
threshold=70.348883899450016 85.705356740550016 90.937096262400004 95.44832900530001 38.238138001450004 0.099855000000000027 -0.094409999999999994 0.074735000000000024 104.22883325935001 93.972365491700018 0.079265000000000016 81.339300736700025 42.388109226950007 74.757955233350017 96.978061681550017 0.059500000000000011 73.007768990450018 83.116371560950014 -0.59496499999999986 -0.14510999999999999 -0.20885999999999996 75.994645973400011 62.00390986255001 -0.17949499999999999 48.393869453650005 35.119813570500007 0.11636500000000001 -0.056184999999999992 -0.22932499999999997 0.08079500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 20 16 21 7 -6 10 28 -9 13 -13 14 15 -8 -5 18 -12 -20 -2 24 -23 -24 -1 -7 -27 -11 -3 -30
right_child=2 9 -4 4 6 25 11 8 -10 27 17 12 -14 -15 -16 -17 -18 -19 19 -21 -22 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.011239974805014636 0.001952148778924113 0.00068690622786889632 -0.011582863854022766 0.0035552128543367527 0.0041233381150466751 0.013291167515058107 -0.0076714549565892387 -0.010632253790379321 -0.013752684091232044 -0.0077020772024332107 0.0064514026728700671 -0.014775066629241074 0.0048552251089023649 0.0061853380711862022 -0.016250012717812203 0.0094202787465355493 -0.0095292050966159347 0.010643268451921893 -0.015138871263880265 0.0017230303289389561 -0.010124084805469431 0.00080285479438132275 0.0044036392340938563 -0.012943258731515698 -0.00020066305457138207 0.0049350545303766848 -0.010490206128327663 0.0054414798307110789 0.0089532482314839991 0.0047080898999699999
leaf_weight=38.445354625582695 8.6805365681648237 32.679563790559769 52.748729899525642 7.4747475460171691 26.666928835213184 7.6575674712657955 5.8314470648765626 13.608843289315699 17.652381166815758 12.55055743455887 10.547497674822802 11.24916083365679 16.360635831952095 78.556864812970161 6.593965232372283 10.572776824235914 40.622945189476013 8.3637219890952093 10.272874824702734 11.468551613390455 48.093625657260418 46.361445195972919 7.8018067628145245 22.27829160541296 14.503777235746382 16.018109895288948 5.3685423359274855 7.9791928306221953 104.80827102065086 241.20449993759394
leaf_count=395 34 128 554 30 104 15 33 111 158 70 34 91 71 251 51 25 333 20 69 46 415 199 28 192 60 53 31 26 262 744
internal_value=0.000175031 0.00271832 -0.00350531 -0.00222432 -0.000978418 -0.00332818 0.000397988 -0.00259887 -0.00509159 0.00511792 -0.00227396 0.00268524 -0.00314282 0.00426972 -0.00227362 0.00334443 -0.00749579 0.00052406 -0.00209709 -0.00624426 -0.00827768 -0.00503754 -0.00283584 -0.00844403 -0.0082161 0.00428695 0.00106296 -0.00259364 0.00553598 0.00599396
internal_weight=943.023 557.657 385.366 332.618 275.843 158.435 227.746 98.5808 71.9139 399.222 54.2615 129.165 27.6098 101.555 22.9982 16.4042 48.0977 40.6526 32.2889 21.7414 56.7742 129.391 76.4415 30.0801 52.9491 29.0442 21.3867 20.5298 378.692 346.013
internal_count=4633 2203 2430 1876 1427 973 1064 542 438 1230 280 522 162 360 109 58 363 169 149 115 449 874 419 220 455 99 84 96 1134 1006
is_linear=0
shrinkage=0.0101895


Tree=29
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 4 0 1 0 3 0 1 3 0 4 4 1 3 1 1 1 1 2 2 4 1 3 3 1 3
split_gain=54.9321 28.5597 40.8157 21.8088 18.6653 16.5749 13.3844 11.907 14.6208 14.7478 11.3887 13.2276 10.3587 9.38183 13.6638 9.36549 8.9678 8.41706 9.43526 14.0371 8.23408 22.0959 7.84873 7.681 18.4123 16.4513 11.3012 15.6881 9.08619 12.5274
threshold=89.89935142405001 75.994645973400011 70.182199495350019 85.990333302400003 95.44832900530001 38.238138001450004 93.972365491700018 61.917879202350001 85.619326080400015 -0.17949499999999999 97.886760529650019 75.28220456885002 -0.20885999999999996 85.823648898300021 40.518963363600001 44.952171034750002 73.007768990450018 0.090465000000000031 71.104340634100012 70.816675614150014 60.87206898960001 58.309968391300011 -0.056184999999999992 0.075080000000000022 38.324118171300007 62.046925192600007 0.13026500000000005 0.083395000000000011 62.095317438950012 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 7 12 16 23 20 9 -9 -7 -12 -4 -10 -15 -1 -6 -14 19 -19 21 -3 -8 28 -25 -26 27 -27 -5 -30
right_child=-2 2 4 6 5 10 22 8 13 -11 11 -13 17 14 -16 -17 -18 18 -20 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.01610100346929642 -0.015710843976071628 0.011475811512670912 0.0043244597783720458 0.0043096043426013083 0.0062212304354347693 0.0066446961017693883 -0.016955458381314625 0.0072927362979889965 0.0059922973182523209 -0.017906578182802765 -0.018137507893700954 -2.2398584662284039e-05 -0.01852079641124733 0.0084809953371652903 -0.019310360965751255 -0.0016733153311223837 -0.013056276612668789 -0.012291123061728613 -0.02012192953118272 0.026461088870600048 0.010348946341243092 -0.018409504052085756 0.0057164412827651386 0.015899446166223612 0.016275607153009304 0.0037968741505255729 0.010534692592950728 -0.031348682514949433 -0.0015557341485453243 0.012039977583819743
leaf_weight=30.156720943748951 51.605991818010807 14.161867856979372 9.4274814352393133 79.877249225974083 7.3021624460816374 63.899255521595478 8.8878602162003499 7.5217214301228514 34.743402235209942 25.849735967814922 10.908521376550196 138.53499300777912 31.683734178543091 7.4846032857894924 10.903625108301638 18.038853272795677 35.413373164832592 5.087097615003584 5.7820963785052291 4.3502584099769592 33.668667808175087 11.048489674925802 6.7322265505790702 13.663316704332827 5.7758923619985607 4.6155270189046886 3.6783339977264395 10.289066202938555 18.89025704562664 170.11950376629829
leaf_count=368 612 46 36 267 30 217 52 27 124 235 90 719 330 21 68 90 316 43 59 11 99 70 23 31 13 17 10 74 78 457
internal_value=0.000144161 0.00113175 0.0018626 0.00482248 -0.00257084 -0.00075492 0.00711825 -0.000270685 -0.00401037 -0.0122268 0.00104824 -0.0013447 -0.0108254 0.00115029 -0.00799838 -0.0107009 -0.00976081 -0.0138705 -0.00418941 0.00557216 0.00522354 -0.00162149 -0.00718391 0.00784616 0.00118277 -0.00707209 -0.014329 -0.0204651 0.0087884 0.0106812
internal_weight=880.102 828.496 780.3 467.911 312.389 256.058 322.529 145.382 86.5031 33.3715 213.343 149.444 56.3307 53.1316 18.3882 48.1956 42.7155 46.9032 15.2195 9.43736 58.879 25.2104 15.6201 306.909 38.0221 24.3588 18.5829 14.9046 268.887 189.01
internal_count=4633 4021 3563 1712 1851 1372 1022 690 475 262 1026 809 479 213 89 458 346 443 113 54 215 116 75 947 145 114 101 91 802 535
is_linear=0
shrinkage=0.0158389


Tree=30
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 2 2 3 2 3 0 2 3 1 1 3 3 2 4 2 0 0 1 3 1 3 2 0 1 1
split_gain=48.3924 24.178 41.3323 15.6509 14.9291 11.1048 10.8785 16.9058 10.7371 16.7907 12.7312 12.319 11.3423 10.2033 13.0084 9.29032 20.4755 17.9718 14.3941 15.3129 12.3884 9.98661 9.02937 15.4298 15.0531 11.0461 11.9333 9.3843 9.08138 8.49962
threshold=90.937096262400004 70.348883899450016 85.121961326250016 95.44832900530001 37.232443001650005 -0.58835000000000004 -0.23401999999999998 0.091705000000000023 -0.094409999999999994 0.074735000000000024 104.22883325935001 -0.24023999999999998 -0.22831499999999999 83.116371560950014 78.537927364800012 0.08759500000000002 0.092895000000000019 0.05642500000000001 42.154118731400011 -0.011849999999999999 87.525442894850016 86.866770652900016 58.309968391300011 1.0000000180025095e-35 55.887667615750004 0.079025000000000026 -1.0000000180025095e-35 82.250688042950017 59.98487780655001 82.299080289250014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 9 11 13 -6 -10 14 -11 -8 17 20 -18 -20 21 -17 23 24 -7 -25 -27 -24 -29 -13
right_child=-2 3 6 4 8 22 15 -9 12 10 -12 29 -14 -15 -16 16 18 -19 19 -21 -22 -23 27 25 -26 26 -28 28 -30 -31
leaf_value=0.014646319980318408 -0.013315012413644942 -0.0086942103377494369 -0.010855339623647606 -0.0093100070741346623 -0.013075181736072351 -0.014151221603005667 0.0069239195931101345 0.0071585636637672024 -0.012908671337780498 -0.0017206561560918915 -0.016369648742586052 0.0019854384391204236 0.0036111025301746383 0.0080865130954590383 -0.017412582219126713 -0.0036261522471040144 0.0080147079878433291 -0.028431070991102647 -0.0071615466299128705 0.014720643695360826 0.0058321745594475819 -0.023840731349599086 -0.014779431562495523 0.022980596741227179 0.002959789467916021 0.010393794207994328 -0.019506669702820962 -0.020649798173709551 0.0012411827645665559 0.017900756638155654
leaf_weight=4.5816007852554312 41.974023908376694 48.896447725594044 18.609127007424831 29.854068264365196 4.7195433452725437 19.574369743466377 191.42513631284237 15.831101752817629 7.2197919264435759 31.855472818017006 15.725713334977625 11.315552026033403 124.5086028650403 10.472200356423853 11.919686652719973 23.468411140143875 99.007764920592308 4.4377537146210662 22.930504783988003 6.8103171437978736 21.425693556666374 4.8403478413820258 26.750971481204033 5.6133686378598204 14.84258262068033 6.6055078133940688 3.2797123342752448 3.8816874176263836 15.682219378650187 10.737968221306799
leaf_count=13 554 449 118 277 34 205 619 46 49 149 162 49 528 37 114 108 281 32 118 16 71 31 292 9 95 27 28 29 65 28
internal_value=0.000103137 0.000792655 0.00250439 -0.00204662 -0.000788363 -0.0048441 0.00431662 -0.00257491 0.000325135 -0.00291619 -0.00621819 0.00571377 0.00270568 -0.00327539 -0.00599346 0.00495065 0.00288564 -0.00372348 0.00566649 -0.00215077 -0.00151885 -0.00708252 -0.00577206 -0.0019912 -0.00677196 0.00862521 0.000473436 -0.00984685 -0.00310222 0.00973469
internal_weight=858.797 816.823 509.598 307.225 258.329 100.812 408.786 34.4402 228.475 96.7461 69.9731 26.7731 131.728 54.2474 43.7752 374.346 182.921 54.1722 128.749 29.7408 49.7345 28.3088 96.2304 49.9155 34.417 15.4986 9.88522 46.3149 19.5639 22.0535
internal_count=4633 4079 2203 1876 1427 763 1440 164 1150 573 462 111 577 300 263 1276 657 242 415 134 210 139 750 364 300 64 55 386 94 77
is_linear=0
shrinkage=0.0128137


Tree=31
num_leaves=31
num_cat=0
split_feature=0 4 0 4 1 0 4 1 0 2 0 2 2 0 1 0 0 2 4 0 2 4 3 0 3 4 1 2 4 4
split_gain=64.9544 39.6782 41.3907 24.1015 16.8448 21.9977 19.2749 15.7304 14.9137 11.6839 11.2515 16.8927 14.6178 11.0714 12.5787 12.1347 14.6214 12.7337 10.9015 27.3638 16.8073 10.689 10.0712 19.7278 9.84712 16.9434 14.4397 9.82998 10.6124 9.61715
threshold=102.75018128760001 42.783136484500005 75.381677519650012 44.749265482150008 64.369753017350021 86.681267041950008 41.965446242000006 65.036490633650018 100.19345760555002 0.70681500000000008 122.35979489110001 -0.088880000000000001 -0.156745 102.32271644485002 70.182199495350019 96.082805124100005 97.789976036950009 -0.084729999999999986 44.202975721700007 85.990333302400003 -0.11334499999999999 42.686561923500008 0.074735000000000024 104.25302938255003 0.081775000000000028 41.257948413050009 62.057679025150001 -0.14008999999999996 38.110427674550003 38.804629908750009
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 -6 18 13 11 12 22 14 -9 -16 -17 29 19 -3 -21 -8 -5 -24 -7 -26 -27 28 -4 -18
right_child=3 8 4 10 7 24 21 9 -10 -11 -12 -13 -14 -15 15 16 17 -19 -20 20 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.013334171851552475 -0.01168577164288645 -0.0097471674915516251 0.0086640547919572125 0.011725875693705963 -0.017818984971946943 0.01444756846151864 -0.0099561958170575407 0.0044983896380810543 -0.015783028238052197 0.014464623191669164 -0.01589274636347407 0.013261377953378391 -0.018306078613819016 0.013155745620043152 -0.0075601264376612574 0.0065629454216852628 -0.0094324055325323772 -0.0083780980962669185 -0.0055327400856795021 0.013403548910497963 0.00034609404511621515 0.0085109851738929543 0.015895928780783782 -0.015982962999984102 0.012719131798137611 -0.018543632409533398 0.0043343034868579648 0.0067799412971515675 -0.0086725096637132165 0.0060539978475743347
leaf_weight=22.55406691133976 87.888740062713623 28.266580373048782 8.8280687406659144 8.9502082392573374 6.2562005147337905 51.405239351093769 22.737335361540321 98.396780893206596 13.79411295801401 11.540908083319662 6.7077885568141928 13.165126636624334 7.8537470847368267 12.353081613779066 35.974082224071026 42.056882046163082 8.1341610699892026 32.817112550139427 86.996424794197083 23.439773879945278 44.354582317173481 6.2068888098001471 4.5377596989274016 9.0280226469039899 32.362677566707134 5.669048190116885 17.66620259732008 110.65286207199097 14.539657585322855 26.764220982789993
leaf_count=268 889 212 33 22 41 113 131 318 117 26 69 43 69 28 263 132 59 189 577 53 193 20 10 92 73 35 55 324 88 91
internal_value=0.000124177 0.00154765 0.00322284 -0.00774661 0.00390883 0.00611999 0.0032342 0.00173174 -0.00327675 0.00218807 -0.000855894 0.00146096 -0.00365446 0.0016357 0.00105281 -0.00127338 0.000786882 -0.00280053 -0.00233435 0.000562226 0.00486069 -0.00599604 0.00145614 -0.00531946 0.0105109 0.00687765 -0.00122364 0.00522764 -0.00212295 0.00244441
internal_weight=901.898 763.767 566.915 138.131 544.361 270.068 162.965 274.293 196.851 268.037 50.2427 43.5349 30.3697 256.496 244.143 145.746 109.772 67.7155 183.057 96.0609 67.7944 28.9442 22.516 13.5658 107.103 55.6979 23.3353 134.021 23.3677 34.8984
internal_count=4633 3439 2287 1194 2019 872 596 1147 1152 1106 305 236 193 1080 1052 734 471 339 1035 458 246 151 124 102 276 163 90 445 121 150
is_linear=0
shrinkage=0.0124726


Tree=32
num_leaves=31
num_cat=0
split_feature=0 4 0 4 3 2 2 2 1 0 0 2 4 4 4 2 2 2 2 3 1 2 3 2 1 4 0 2 1 3
split_gain=44.826 26.9608 29.1672 18.5679 13.9534 13.9051 25.1474 17.424 15.9954 14.7878 14.3676 14.1875 15.0173 11.5544 9.36398 10.542 10.5425 13.1004 18.5155 23.2425 9.39076 9.31038 9.07286 8.55364 9.22258 8.9942 16.4093 9.60003 8.32452 8.31615
threshold=104.22883325935001 42.783136484500005 75.381677519650012 42.388109226950007 0.075320000000000012 -0.079369999999999996 -0.077085000000000001 -0.084729999999999986 81.573196594050017 102.21786657775002 84.226704768850013 -0.064729999999999996 42.081757894750005 42.546237522150008 51.757767929250001 -0.082654999999999992 -0.088274999999999992 -0.13734499999999997 -0.237895 0.091705000000000023 62.036171360100006 1.0000000180025095e-35 -0.25587999999999994 0.70681500000000008 62.132955852800002 37.688226470200007 96.324766355850002 0.19977000000000003 62.014663695050011 0.11360500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 7 -7 9 10 22 -8 -12 21 -6 15 16 17 18 19 -3 -20 -13 -4 24 -23 -26 29 -28 -18 -27
right_child=3 14 5 4 13 6 8 -9 -10 -11 11 12 -14 -15 -16 -17 28 -19 20 -21 -22 23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.016330785714519496 -0.016934992661994643 -0.017090877234294519 -0.01384342386907317 0.0063089042511462511 0.028047133936486359 0.019076796574333928 -0.012310659020997781 -0.013157169774193674 -0.0229936856803062 -0.023645999235878016 -0.0042964971375930574 0.012805580161071747 -0.0049536542952602685 -0.012762150238128706 -0.020180606309808807 -0.0091339405915798581 0.021642944182370255 -0.010497179677327273 -0.0018247110752728371 0.016368279285625995 0.012244646267314625 0.012791985901286138 0.003906546111891872 0.018896097680731402 0.0097757854983024466 -0.017721703127652803 0.012954982547796963 -0.010581640227708354 -0.00090796824157586813 0.0098596939011838646
leaf_weight=19.139574207365513 50.347091995179653 22.627445079386238 7.9209427013993254 23.235770285129547 1.9543791562318826 36.478269010782242 11.754569306969641 20.609116069972515 5.4155871346592894 5.5645791590213767 30.391192011535168 91.515978112816811 22.591762483119965 29.923144996166229 8.6425184383988363 51.565816149115562 9.4429064840078372 35.571011900901794 20.000487953424454 7.2483591064810744 33.650532424449921 22.726323716342449 196.93934494256973 11.334293991327284 20.110062263906002 18.407315179705623 16.336695633828644 6.3687119483947745 7.991713121533393 3.4291273951530448
leaf_count=268 627 227 44 103 12 93 70 121 48 50 147 250 109 316 98 337 21 268 90 21 111 59 798 27 77 115 44 35 34 13
internal_value=0.000125389 0.00153217 0.00338885 -0.00979614 -0.00327465 0.00410382 0.00643205 0.00111223 0.00466058 0.00250978 0.00524797 0.00609659 0.00758074 -0.0102602 -0.00363029 -0.00286985 -0.000504021 -0.00223288 0.00128658 -0.00897314 0.00699975 0.00906934 0.00322024 0.00560549 0.00388149 0.00074929 -0.00332605 0.00635312 0.011306 -0.0133904
internal_weight=849.235 743.774 547.033 105.46 55.1133 527.894 296.86 231.034 260.382 210.425 254.966 243.211 212.82 31.8775 196.741 188.098 136.532 119.098 83.5268 29.8758 53.651 190.229 204.86 98.7125 87.3782 64.6519 44.5419 22.7054 17.4346 21.8364
internal_count=4633 3575 2368 1058 431 2100 1087 1013 994 892 946 876 729 328 1207 1109 772 717 449 248 201 620 842 370 343 284 207 79 55 128
is_linear=0
shrinkage=0.0162611


Tree=33
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 3 3 0 1 0 2 1 4 3 4 3 3 2 2 3 2 2 2 4 2 1 0 2 0 3
split_gain=40.5259 19.9916 33.2776 13.3444 12.9142 11.6906 10.1113 8.79098 11.5734 9.41399 8.66477 7.64243 7.14736 8.47189 7.12395 7.07481 8.99317 15.6191 12.1633 12.0058 8.40683 7.68142 17.472 7.30084 6.83593 9.00099 14.6974 12.3412 8.60579 13.7722
threshold=90.937096262400004 70.348883899450016 85.705356740550016 95.217121606100008 37.232443001650005 0.099855000000000027 -0.089139999999999997 91.109157582800023 67.606656606400023 90.321439350550008 0.63131000000000015 65.571493801650021 35.119813570500007 0.10602000000000002 39.683197198900011 -0.25843999999999995 -0.15849499999999997 -0.15734499999999998 -0.094409999999999994 0.098510000000000028 0.22387500000000005 0.059500000000000011 -0.0025899999999999999 40.858951393400005 -0.59614999999999996 83.116371560950014 98.752444047600008 -0.17605999999999999 104.22883325935001 0.074735000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 -1 -3 9 11 -4 15 -9 -7 -14 -13 -6 17 -17 24 20 21 22 -20 -22 -18 26 27 -26 -27 -30
right_child=-2 3 7 4 10 12 -8 8 -10 -11 -12 14 13 -15 -16 16 18 -19 19 -21 23 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=-0.0040413315890263056 -0.010730775838185066 0.0019282269918527029 0.0038651554624073554 -0.0073709474134227796 -0.012063100085241328 0.013511695882270015 -0.0098695745016790775 0.0038207084567351518 0.0027429353839033589 0.010424319066132589 0.0089862120664496534 1.7545376767518309e-06 0.0068970160951426288 -0.0070851229287110769 -0.017111049551692951 0.016220185169195416 0.0032395845315347132 -0.0035610728637718954 0.0038082032945713491 -0.0069001199940612584 -0.01663506487558061 0.009017329898596332 -0.017263346350867778 0.002743172981328403 -0.011863323424575219 0.0092832572764561163 -0.01361861794969782 0.005586462624415792 0.008137506463386273 -0.012944641679082439
leaf_weight=112.20491594076157 37.882269654422998 11.011904269456862 252.59320508688688 28.912196546792984 5.6728226393461219 6.5788799971342113 33.829226098954678 5.1951681673526791 57.27409466356039 27.775178089737892 12.200249701738356 4.1127189099788657 11.122173108160498 8.9384005889296514 8.5976792573928815 9.9873480275273341 13.056565493345259 8.4074638038873655 53.080140009522431 15.961185149848459 4.3563147708773595 25.996000505983829 4.9169608876109185 4.5411167740821838 7.5539754852652576 7.8678190186619785 24.243647329509258 11.994936197996138 5.883960396051406 8.90914638340473
leaf_count=874 554 59 853 281 44 15 371 17 209 66 38 17 34 50 68 24 50 45 220 99 36 77 40 19 45 27 231 44 18 108
internal_value=7.48179e-05 0.000591156 0.00191043 -0.00159476 -0.000643694 -0.00252934 -0.00697232 0.0036442 0.000396919 0.00451495 0.000222174 -0.00710722 0.00383912 0.000666987 -0.0115738 -0.000281162 4.2101e-05 0.00717904 -0.00065487 0.00166765 0.00313983 0.00418691 0.00202177 -0.0067447 -0.00383447 -0.00522436 -0.0080555 -0.00115638 0.000246859 -0.00455921
internal_weight=830.658 792.775 494.392 298.383 253.542 138.844 44.8411 355.548 75.1797 280.368 224.63 17.9056 26.6395 20.0606 12.7104 212.429 206.757 18.3948 188.362 108.852 92.8905 83.9931 57.9971 8.89743 79.5101 66.4535 43.7926 19.5489 22.6609 14.7931
internal_count=4633 4079 2203 1876 1446 973 430 1230 311 919 1165 102 99 84 85 1127 1083 69 1014 491 392 337 260 55 523 473 320 89 153 126
is_linear=0
shrinkage=0.0106939


Tree=34
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 4 4 4 2 4 1 3 3 4 1 3 2 0 0 0 4 4 4 2 3 2 0 1 0 1
split_gain=35.5052 18.442 17.9803 18.5633 17.714 11.0981 12.7953 10.3263 7.93733 10.5108 8.74151 9.18421 11.6769 13.9528 10.9105 10.3907 9.07637 9.09188 14.8837 8.11039 9.85165 7.81632 7.83178 8.65115 18.9428 10.3546 11.0401 17.1935 18.0156 9.02927
threshold=90.937096262400004 31.914316944300001 42.783136484500005 103.57284947555002 75.381677519650012 42.684965421050009 42.620627117000005 42.388109226950007 -0.064729999999999996 41.600558339100012 58.309968391300011 0.08376500000000002 0.08674500000000003 35.476804824450006 61.821094709650005 0.078095000000000012 -0.087660000000000002 86.135510041400025 102.11570516885001 86.345209775600011 41.873095646600007 42.982930821650008 51.757767929250001 -0.237895 0.091705000000000023 -0.15962499999999999 109.03310793845002 64.953148431650007 85.799452775150016 61.998532946250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 8 -5 10 -10 -6 15 -13 -14 -15 -12 -16 -18 -19 20 -11 -4 23 24 -23 -25 27 28 29 -27
right_child=-2 2 21 7 5 -7 -8 -9 9 19 11 12 13 14 16 -17 17 18 -20 -21 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.014849859835123767 -0.013699409838972889 -0.012875559731982109 -0.012767645147305462 -0.011587163536390093 0.015813898261384154 0.01162347498686664 -0.017971173106522277 0.013932737777968105 0.0065980038659435901 0.0059451534932905004 -0.00039762356465603081 0.011008947775814244 0.013024695388090556 -0.017969705685063175 0.0028865544241233471 -0.014066159532205271 0.0076693834734053046 -0.011503735748747671 0.01964115725957287 0.0024520907519529388 -0.023291267093857572 -0.014397437041795256 -0.012816669977415679 0.0059908364354424194 0.012396760921708052 -0.0013481981274453972 0.01089237368672624 -0.0088399383352252801 0.0084576563175123472 -0.020559693708158945
leaf_weight=14.703909762203692 35.167912594974041 13.450574733316897 13.332711130380629 25.670588836073879 8.1338868737220746 30.57547602057457 5.7074361443519583 3.5507920235395423 172.983099155128 3.5550147742032987 43.328623451292515 27.347376123070717 17.252147376537323 6.5768842771649352 96.468058310449123 14.637795887887476 8.8700383976101858 29.602956011891365 3.3613934963941565 23.780775509774685 6.2603896483778954 22.125201113522056 11.743129231035708 44.556232422590256 6.7819575890898696 14.064358428120615 11.979017138481138 55.122448697686195 34.563671305775642 7.3166525810956946
leaf_count=167 554 209 87 279 21 101 37 18 613 12 204 81 53 42 394 90 30 185 8 92 49 236 133 166 24 104 42 439 100 63
internal_value=8.54383e-05 0.000709033 0.00100899 0.00238711 0.00300781 0.00343642 0.00290139 -0.00848615 0.00315916 0.00520371 0.00150659 0.00103629 0.00253089 0.00110086 -0.000319021 -0.00384923 0.000520346 -0.00493602 -0.00832787 -0.00197536 -0.0127022 -0.00235638 -0.00168983 -0.00102491 -0.0081112 0.0001973 -0.0019006 -0.00328037 0.00219749 -0.00792244
internal_weight=812.571 777.403 762.699 541.113 511.892 498.441 467.866 29.2214 462.158 206.579 255.579 247.445 189.479 162.131 144.879 57.9664 138.302 41.8344 32.9643 33.5962 9.8154 221.585 208.253 196.51 28.9072 167.602 123.046 111.067 55.9447 21.381
internal_count=4633 4079 3912 2518 2221 2012 1911 297 1874 766 1108 1087 793 712 659 294 617 223 193 153 61 1394 1307 1174 260 914 748 706 267 167
is_linear=0
shrinkage=0.0140261


Tree=35
num_leaves=31
num_cat=0
split_feature=1 3 1 0 3 2 2 3 2 2 2 3 0 3 3 4 3 1 2 4 2 2 1 4 3 3 0 2 3 3
split_gain=31.1165 16.4241 15.6504 24.7732 11.2449 14.5407 13.8904 15.7847 12.106 13.5923 13.3421 15.3896 10.1874 9.05013 14.4073 13.5831 12.7197 10.0091 8.82349 8.61494 11.0648 9.76941 9.4522 8.52903 10.6699 8.62089 8.41672 8.50081 7.94436 23.6939
threshold=90.937096262400004 -0.27297999999999994 69.873026810350026 85.990333302400003 -0.15849499999999997 -0.059424999999999999 -0.18437499999999998 -0.22831499999999999 -0.016014999999999998 0.048475000000000011 0.075080000000000022 0.11458500000000002 95.988709089550014 1.0000000180025095e-35 -0.15544999999999998 40.767054867700004 0.078385000000000024 55.887667615750004 -0.068964999999999985 38.804629908750009 -0.094409999999999994 -0.59496499999999986 83.116371560950014 44.279556297950009 0.079745000000000024 1.0000000180025095e-35 98.752444047600008 -0.14510999999999999 0.090465000000000031 0.092895000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 13 6 12 -4 -8 -7 -10 -11 -12 28 14 15 -3 -15 -17 19 -14 21 -21 26 24 25 -5 27 -23 -6 -30
right_child=-2 2 4 23 5 8 7 -9 9 10 11 -13 18 16 -16 17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.012010030342526703 -0.016166697655333056 -0.022798411064857572 0.018352213998016478 0.0058472494578095877 -0.020183657144342577 0.010861983988960273 -0.015772939858816372 0.01855107234760631 -0.020842597841123887 0.011871772890520596 -0.0094559311194435409 0.015668696468404276 -0.012702230211485808 0.022490865408169212 -0.01631216054284269 -0.012642046633438934 -0.0007899315024343668 0.017761729525000464 -0.025148464996735936 0.0082006231742060322 0.007633268008091808 -0.02050206877978621 0.0011834650017855403 -0.0065362809371739715 0.0049698265637574532 0.017518412688067874 -0.020511751720366359 0.0078064488405779515 0.019943023030838166 -0.021977712144116018
leaf_weight=27.943727932870388 32.646451056003571 4.7640542387962368 17.077135488390923 31.66263098269701 22.513561628758907 31.653643246740103 10.764497827738525 6.0521765127778044 9.3648464903235418 21.951760545372963 34.870292153209448 8.8356570750474912 20.675721444189548 7.2511393427848807 27.048287536948919 4.232208069413903 105.76415906101465 12.031397908926008 5.2957889437675467 13.818501617759464 31.782998509705067 4.9354156926274291 20.609098467975855 13.775549359619616 181.62605328112841 43.361390002071857 19.752491399645805 8.1033500880002958 6.6795522645115879 9.3638397827744466
leaf_count=238 554 39 61 103 274 113 84 17 84 77 247 30 190 16 295 47 560 37 48 54 124 31 145 80 624 122 204 27 24 84
internal_value=9.06284e-05 0.000785719 0.00127179 0.00335392 -0.00168275 -0.00284085 0.00754975 -0.00342002 0.00204312 -0.00167775 0.00105576 -0.0043767 -0.00602682 -0.00192497 -0.00810456 0.00245305 0.00070378 0.00984989 -0.00366939 -0.00271893 -0.000634003 -0.004543 -0.00784069 0.00649854 0.00719817 0.0125928 -0.0135123 -0.00290885 -0.0136679 -0.00452431
internal_weight=796.207 763.561 735.617 431.517 304.1 270.207 33.8938 16.8167 106.676 75.0226 65.6577 43.7059 163.53 161.091 48.0759 21.0277 113.015 16.2636 124.973 119.678 99.0019 67.2189 53.4004 270.426 256.65 75.024 32.7913 13.0388 38.557 16.0434
internal_count=4633 4079 3841 1923 1918 1756 162 101 551 438 354 277 1205 994 418 123 576 84 823 775 585 461 407 929 849 225 262 58 382 108
is_linear=0
shrinkage=0.0170045


Tree=36
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 3 3 0 1 0 3 3 2 2 3 1 4 1 4 4 1 2 0 0 3 0 4 2 2 4
split_gain=35.2078 19.6737 32.229 12.7098 12.7408 11.6839 9.36475 8.47601 11.7054 9.64493 8.12104 9.80902 13.4342 9.01897 10.3285 7.66205 10.5467 7.28719 6.86068 6.82196 29.668 29.5009 12.0614 11.6297 10.6799 9.57404 13.2339 14.8145 7.89352 14.3126
threshold=90.937096262400004 70.348883899450016 85.705356740550016 95.217121606100008 37.232443001650005 0.099855000000000027 -0.089139999999999997 91.109157582800023 67.606656606400023 90.321439350550008 -0.25843999999999995 -0.15849499999999997 -0.094409999999999994 -0.15734499999999998 -0.22831499999999999 82.815264250350012 44.749265482150008 65.571493801650021 39.683197198900011 38.621016321050007 63.910026677050006 -0.14314999999999997 86.09518316945001 85.823648898300021 0.08079500000000002 86.103248543850015 41.319407281650008 -0.083330000000000001 -0.06828999999999999 43.022303514600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 6 -5 -1 -3 9 17 19 -6 13 -13 -12 -15 -14 -17 -9 -19 -4 22 -22 23 -21 -24 -26 -27 -28 29 -29
right_child=-2 3 7 4 10 -7 -8 8 -10 -11 11 12 15 14 -16 16 -18 18 -20 20 21 -23 24 -25 25 26 27 28 -30 -31
leaf_value=-0.0048321071007451765 -0.012402557992915319 0.0019651546247043024 0.0098636289081069362 -0.0088329597618096601 -0.014376515487399632 0.004605263925996749 -0.011693954521165692 0.0042897673214355499 0.0033088978963020477 0.012477037218614926 0.017802358535196256 -0.0043314571747697555 0.0037280155715993459 -0.010677037946377929 0.014585373381893779 -0.013806732062435618 0.0087533033634410277 -0.00016944807532512349 -0.020278236693837971 0.0061932188158927417 0.0011063850972730794 -0.037016679531851913 0.01151022138953231 -0.0067500526892121581 0.016094287222578444 0.008983111825749384 0.0065002380808812498 -0.021273362829095505 -0.00077979010110477791 0.0066574213246090022
leaf_weight=110.11697609350085 34.937512509524822 10.926468215882776 33.944712787866592 28.559600457549095 6.0432515665888777 26.56196603178978 32.670398943126202 5.1181505322456387 56.839985609054565 27.719129770994186 9.9044137001037615 78.655661858618259 102.83858117461205 5.7777323350310326 4.8614424467086774 9.8297581449151021 5.1521635353565207 4.0913056209683409 8.5552642717957479 20.804606862366199 8.0950126796960813 5.6031473204493514 49.600402779877186 24.850669525563717 10.261734843254088 38.37460857629776 26.501782208681107 10.486694298684592 18.644343376159672 4.1880339086055747
leaf_count=874 554 59 90 281 47 99 371 17 209 66 24 523 420 37 12 85 17 17 68 68 32 43 143 122 22 106 78 66 71 12
internal_value=0.00014295 0.000700894 0.00226919 -0.00190404 -0.000800946 -0.00299806 -0.00827064 0.00430471 0.000480592 0.00532701 0.000227423 0.000634093 -0.000243939 0.00903147 0.000866316 0.00248484 -0.00604852 -0.00856885 -0.0137728 0.00453852 0.0037071 -0.0144876 0.00493056 -0.000851946 0.00660085 0.00435566 0.00312893 -0.000626479 -0.00629503 -0.0133022
internal_weight=820.516 785.578 490.359 295.219 251.623 136.679 43.5969 353.68 74.6047 279.075 223.063 217.02 196.476 20.5436 10.6392 117.821 14.9819 17.7647 12.6466 251.356 217.411 13.6982 203.713 45.6553 158.058 108.457 98.1955 59.8209 33.3191 14.6747
internal_count=4633 4079 2203 1876 1446 973 430 1230 311 919 1165 1118 1045 73 49 522 102 102 85 853 763 75 688 190 498 355 333 227 149 78
is_linear=0
shrinkage=0.0127721


Tree=37
num_leaves=31
num_cat=0
split_feature=0 4 0 4 1 0 0 2 2 2 0 4 2 2 2 2 4 1 2 0 3 0 0 3 4 0 1 1 1 3
split_gain=56.3713 32.885 34.8223 21.7093 14.416 16.2254 12.7762 11.3803 16.7092 12.6614 17.2961 10.6121 9.29162 9.2855 16.7281 11.8499 13.2887 9.16541 9.12716 10.4461 8.3342 7.90018 12.9808 7.90639 13.4593 7.79394 10.527 7.17506 16.8486 10.4571
threshold=102.75018128760001 42.783136484500005 75.381677519650012 44.749265482150008 66.859265246100009 86.09518316945001 100.19345760555002 -0.060989999999999996 -0.087660000000000002 -0.016014999999999998 92.168410086200012 49.247968080500009 0.70681500000000008 -0.57826499999999992 -0.24150999999999997 -0.070854999999999987 49.292797572200008 77.852370541550016 -0.15734499999999998 104.25302938255003 0.079605000000000023 101.91675926715001 98.230883170350012 0.090235000000000024 38.324118171300007 90.321439350550008 75.180043159850015 58.309968391300011 59.240174904450008 0.092185000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 13 8 -6 -9 -11 20 21 -3 -15 16 -16 -10 19 -13 -5 22 23 -12 -25 -17 -27 -4 -29 -30
right_child=3 6 4 11 7 -7 -8 9 17 10 12 18 -14 14 15 25 -18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 29 -31
leaf_value=-0.008739283449887985 -0.0076406773316268876 0.008666453704476041 0.0077569980586561426 0.0063547233190238582 0.00082841837681419273 0.0051683740719187226 -0.010102548510639698 0.0069857690923071742 -0.0096365534858620858 -0.014270484736505221 0.0046598988639071637 0.011451378163020701 0.0094640255004871596 -0.0099379348777198315 0.0013191922298549537 -0.0088527759546964419 -0.0082782652584303309 0.0017797037224279244 -0.00951853284991022 -0.0057404329072532605 -0.0043354241398296141 0.008157752518492779 -0.0080453729048283323 0.0063748993828765584 -0.011931517266297523 0.0026998078704074894 -0.013005041440662866 -0.01383204478320915 -0.001573084117790845 0.0040339033808046831
leaf_weight=20.49314446747303 82.126625820994377 6.3814469575881949 10.636283889412878 18.201548971235756 85.240562088787556 198.04445429891348 12.965903289616106 35.53153558075428 20.444633267819885 5.0917458683252326 24.390659160912037 4.248954504728319 10.057631805539129 16.270941562950611 107.71592956781387 19.190379872918129 11.488256260752676 6.724787823855876 12.629012629389761 6.3351243510842323 7.3735895901918402 8.5296373516321164 12.756904222071169 5.189431503415106 6.5218958258628845 13.108352392911913 4.0109709426760665 5.626809634268283 47.173239290714264 48.58572631329298
leaf_count=268 889 18 30 68 388 577 117 97 154 40 81 8 25 168 500 156 103 24 121 55 53 24 85 16 48 56 34 41 232 157
internal_value=0.000153863 0.00105914 0.00211076 -0.00497823 0.00252986 0.00370896 -0.00197272 0.000871641 -0.001018 0.00283717 0.00080505 -0.000496461 0.00194315 -0.00138107 -0.00175432 -0.000898092 0.000394241 -0.00681088 -0.00464909 0.00116118 0.00327264 0.000625083 -0.000689947 0.00190915 -0.00381972 -0.0051408 -0.000979759 0.00112887 0.000433516 0.00127176
internal_weight=873.086 742.171 551.039 130.915 530.546 310.067 191.132 220.479 112.41 108.069 72.5379 48.7882 67.4462 178.166 171.785 155.514 119.204 27.1694 23.2131 10.5841 25.5751 57.3885 48.8589 36.102 11.7113 36.3097 17.1193 112.022 101.386 95.759
internal_count=4633 3439 2287 1194 2019 1037 1152 982 566 416 319 305 279 1035 1017 849 603 178 184 63 121 254 230 145 64 246 90 460 430 389
is_linear=0
shrinkage=0.00848275


Tree=38
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 4 4 4 2 1 0 4 1 4 4 1 2 3 1 1 4 0 1 2 4 4 2 3 2 0
split_gain=30.7915 16.3103 15.8765 16.8503 15.2972 13.8074 11.03 9.26968 7.05313 8.23204 12.643 12.6542 8.54914 12.2287 9.66337 8.68907 8.49494 8.18404 7.26384 10.9531 16.9527 6.87198 8.52933 8.54432 6.39232 5.95795 6.81838 17.8608 10.4591 6.91966
threshold=90.937096262400004 31.914316944300001 42.720329370750001 103.57284947555002 75.381677519650012 42.684965421050009 42.620627117000005 40.722669576350008 0.70681500000000008 66.859265246100009 87.261973998100004 42.243697547450004 63.910026677050006 41.685324604100011 39.525197829750006 62.154463517850012 -0.24399499999999999 0.25799500000000009 64.369753017350021 66.235542959850008 37.500638522700008 101.61296349840002 81.339300736700025 -0.079369999999999996 41.529896397300007 51.757767929250001 -0.237895 0.091705000000000023 -0.156745 85.799452775150016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 6 8 -5 9 10 11 12 14 -14 -6 16 -16 21 24 20 -20 -11 23 -23 -12 26 27 -4 -28 -30
right_child=-2 2 25 7 5 -7 -8 -9 -10 17 18 -13 13 -15 15 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.015949213490165537 -0.014899830921684634 -0.013988447823961395 -0.016013599692804328 -0.016390270412351249 0.011426482796435268 0.015878136188446062 -0.018587830040354351 0.002028444661946272 0.016547143385287216 2.4064295723934827e-05 0.017008756150676124 -0.013326824933416359 -0.032850671543665971 0.0094360611575950888 -0.015109387156886173 0.012717225046216744 0.0017056484953829655 -0.018889048010101391 0.0057168821791414833 0.014974453826523064 -0.025922195650198984 -0.0044597693445679841 -0.009102424831373147 0.018441976048062469 0.0039064384651805737 -0.013583175900954233 0.005439022258558697 0.012059934744824327 -0.010125047331246077 -0.001199625522767106
leaf_weight=14.181356128305195 32.36609074100852 12.424069531261919 21.986797165125612 17.336514327675108 36.770183995366096 22.002305440604687 5.7266734391450873 11.101424250751732 9.8738333508372289 165.99822476133704 37.527702376246452 11.720814034342764 3.7133764997124663 3.1144593507051468 8.1696610525250417 16.178069293498993 83.491215385496616 5.140946350991725 15.985587745904924 14.811556145548819 5.686749003827571 5.324482709169394 5.4474486410617819 16.66007512062788 12.227772191166876 11.23575324937701 50.056629203259945 7.5373344868421546 26.917849719524384 107.16880498826504
leaf_count=167 554 207 241 214 112 71 37 82 28 802 93 75 31 13 60 47 303 37 51 36 33 32 37 39 45 133 204 27 216 606
internal_value=0.000135964 0.000771677 0.00108728 0.0025826 0.00325545 0.00369666 0.00311849 -0.00920009 0.00339 0.00309999 0.00500366 0.00242748 0.00364682 -0.0135619 0.00445935 0.00208374 0.000206938 0.00070907 0.00987758 0.00454364 -0.00258511 0.00122994 0.00852704 0.0128954 0.0137888 -0.00241283 -0.00182543 -0.00884659 -0.000699715 -0.0029914
internal_weight=797.884 765.518 751.336 526.433 497.995 485.571 463.569 28.4379 457.842 447.968 249.397 163.158 151.437 6.82784 144.609 107.839 91.6609 198.571 86.2394 36.4839 21.6723 193.43 27.432 21.9846 49.7555 224.903 213.667 29.5241 184.143 134.087
internal_count=4633 4079 3912 2485 2189 1982 1911 296 1874 1846 899 641 566 44 522 410 363 947 258 120 84 910 108 71 138 1427 1294 268 1026 822
is_linear=0
shrinkage=0.0157379


Tree=39
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 3 3 3 4 0 4 1 4 4 2 3 0 4 2 1 2 4 2 0 1 3 4 2 1 0
split_gain=26.9925 14.3177 22.3123 15.6496 11.4412 14.5967 11.3882 14.3424 9.75263 18.5461 12.3182 9.6346 9.46842 16.1643 13.2009 9.19941 8.07164 12.5122 14.3688 7.62527 7.53004 12.7862 8.72067 7.06971 14.3152 9.02256 9.7024 11.5185 8.37707 8.98484
threshold=90.937096262400004 76.535026057600007 64.369753017350021 86.09518316945001 -0.27118499999999995 -0.17949499999999999 -0.22831499999999999 -0.25215499999999996 42.620627117000005 104.03526427400001 42.388109226950007 65.130586668250018 47.74983977685001 49.064150740050003 -0.15734499999999998 0.08079500000000002 86.103248543850015 41.319407281650008 -0.083330000000000001 87.143681840350013 -0.06828999999999999 43.022303514600004 -0.022394999999999998 79.271876434400014 59.240174904450008 0.08079500000000002 41.976795488650005 -0.124155 61.917879202350001 85.619326080400015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 23 -4 6 7 -6 9 11 -11 -7 -10 -14 19 -5 -17 -18 -19 -15 21 -20 -22 -3 -25 26 27 -26 -27 -30
right_child=-2 2 4 15 5 8 -8 -9 12 10 -12 -13 13 14 -16 16 17 18 20 -21 22 -23 -24 24 25 28 -28 -29 29 -31
leaf_value=-0.0074808975782543587 -0.013284322842374859 0.0099536878543560314 -0.01485239688877288 0.012096263761214759 0.011487049593525853 -0.017651574707903017 0.017963760499489549 -0.0088703923143796798 -0.0084414544181105073 -0.017049527786853005 0.020004075231534257 0.0016492443446545536 0.010771001601495493 -0.0097732931371699097 -0.016819132234051546 0.017703446617049368 0.0093945343870345862 0.0070973920554555786 -0.023185336282579044 0.015414653801119532 0.0081932444682919058 0.0068506864783728118 -0.010929092359364539 -0.021931501927571345 -0.019705616367896452 0.0091537486670379038 -0.022427388489027006 0.0061874003352522878 -0.012482230143919717 0.0022568242445502136
leaf_weight=42.469692800194025 30.051142934709787 14.004976227879522 12.070286799222229 51.613535702228546 15.697908274829386 5.5086564868688574 14.079311706125734 13.279900822788479 68.240717358887196 18.10197709128261 2.0792195722460738 223.61778818070889 17.606032188981771 4.2975097894668597 13.510457653552292 9.2872443199157697 46.211927875876427 28.39621339738369 10.383996874094004 5.9679814726114273 10.315703921020033 4.1130913719534865 9.5442656949162501 6.3527905791997901 5.1477144137024924 27.192796714603901 6.5502656400203696 11.661881662905216 10.708803638815878 43.604353815317154
leaf_count=476 554 47 95 162 57 38 37 95 571 249 9 1031 61 40 166 22 137 85 66 17 30 12 46 52 49 79 55 35 88 172
internal_value=0.000114774 0.000650497 0.00113747 0.00416686 -0.0010215 -0.000606208 0.00732613 0.00215768 -0.00155777 1.81567e-05 -0.013232 0.00118521 -0.00514179 0.000299502 -0.00745462 0.00701763 0.00480096 0.00370126 -0.000491305 0.00487006 -0.00676339 -0.0146636 -0.000996531 0.000299792 -0.000915855 0.000357277 -0.00754232 -0.00174199 0.00262133 -0.000649242
internal_weight=781.668 751.617 709.147 295.09 414.058 401.987 43.0571 28.9778 358.93 249.308 20.1812 229.126 109.623 41.382 23.7759 169.866 118.252 108.965 62.7533 10.2655 34.3571 14.4971 19.86 125.224 111.219 104.866 23.3599 16.8096 81.506 54.3132
internal_count=4633 4079 3603 1137 2466 2371 189 152 2182 1327 258 1069 855 284 223 560 398 376 239 57 154 78 76 577 530 478 139 84 339 260
is_linear=0
shrinkage=0.0144177


Tree=40
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 2 3 0 1 2 4 3 1 2 2 3 4 3 3 4 3 3 2 0 3 4 1 2 3 1
split_gain=41.2912 36.37 22.3487 15.2098 14.5715 12.4088 16.1213 10.736 12.5394 10.2041 9.73709 9.4798 8.95174 8.04092 14.1355 11.7528 9.17634 7.89794 10.0954 7.85797 19.079 13.1922 12.2173 8.84336 8.50954 8.34841 8.09329 7.40187 12.8753 9.20316
threshold=70.182199495350019 85.121961326250016 90.937096262400004 95.217121606100008 38.238138001450004 -0.23401999999999998 0.091705000000000023 98.230883170350012 75.629015667650023 -0.58835000000000004 48.393869453650005 -0.089139999999999997 71.246828915000023 -0.22386500000000001 -0.07490999999999999 0.10487000000000003 41.243661560350013 0.090465000000000031 0.092675000000000021 39.427119987250002 0.087795000000000026 0.096480000000000024 -0.083330000000000001 85.990333302400003 0.08919500000000001 43.564719632750005 62.095317438950012 -0.011849999999999999 0.084365000000000009 62.095317438950012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 11 12 6 -3 -6 -9 -1 13 -2 -5 15 16 -11 -15 -13 -19 -7 25 22 23 -22 -24 27 -26 29 -29 -21
right_child=2 5 -4 4 7 19 -8 8 -10 10 -12 17 -14 14 -16 -17 -18 18 -20 20 21 -23 24 -25 26 -27 -28 28 -30 -31
leaf_value=0.010757168525880297 0.001104126613333808 -0.0091567889909114214 -0.0095691278009532085 0.0092126386478677998 0.0034439496947644595 0.0064294888079535666 0.0047076187154981575 -0.011122977213672726 -0.0003100608024117272 -0.011089099422330103 0.0023781083622308858 -0.011939969526333917 -0.007135037511499449 -0.0024373544224531685 -0.00782154205688846 0.014823941347962753 0.010832482346154334 0.0082293924589906808 -0.0092107573419151351 0.0034695275857407845 -0.0076070465584239409 0.0027238495209679983 -0.020201053182650339 0.0048744535028034863 -0.00012596630514094737 6.0919852065404565e-05 -0.0126278752773835 0.0059204109729429771 -0.0147197955037089 0.0090185082419862572
leaf_weight=4.5920875594019881 11.994213074445723 16.559921763837341 36.61197217926383 3.4216112345457068 72.503800109028816 81.004969470202923 15.01376101374626 10.893496662378309 133.15420071035624 27.501748040318493 17.918694972991943 25.286738231778145 38.9027314260602 11.895578429102899 25.583896428346634 1.7477867603301991 8.3115712180733663 4.9612288177013388 8.380483649671076 44.65449532866478 7.6907991543412235 75.740140065550804 4.7686012685298946 17.361218735575676 10.768570728600027 24.589670866727829 8.8635068088769895 8.7852630168199521 4.191438987851142 75.529818505048752
leaf_count=13 61 113 554 9 259 223 45 93 730 337 71 294 358 79 234 3 26 24 81 164 47 266 34 51 45 105 54 26 32 202
internal_value=0.000155245 0.00195604 -0.00241019 -0.00156333 -0.000613441 0.00326299 -0.00256405 0.000402885 -0.00112778 -0.003343 -0.00403953 -0.00642089 -0.00581345 -0.00557198 -0.00303693 -0.00954068 0.00302077 -0.00875742 -0.00272549 0.00376851 0.00300668 0.000182218 -0.00371046 0.00104272 -0.00859052 0.00524822 -0.00577034 0.00620611 -0.000746319 0.00695678
internal_weight=839.184 493.074 346.11 309.499 258.876 395.522 31.5737 216.551 144.048 97.5514 92.9593 50.6227 42.3243 75.0406 45.791 29.2495 20.2071 38.6285 13.3417 363.948 282.944 125.193 49.4527 25.052 24.4007 157.751 19.6321 133.161 12.9767 120.184
internal_count=4633 2170 2463 1909 1449 1407 158 1082 823 763 750 460 367 679 339 340 105 399 105 1249 1026 497 231 98 133 529 99 424 58 366
is_linear=0
shrinkage=0.00968975


Tree=41
num_leaves=31
num_cat=0
split_feature=0 0 4 4 1 0 0 0 2 1 2 0 3 4 1 4 3 3 3 0 0 3 2 0 3 3 1 2 2 0
split_gain=38.5556 25.1101 28.6776 19.8765 15.8791 16.3415 13.8631 11.7394 11.5236 10.7399 12.6935 14.4944 10.4039 9.54612 12.0687 9.45513 9.2805 10.2484 13.3768 8.05443 9.10912 7.95135 10.0982 8.22066 7.66996 17.0475 7.61436 12.9924 8.15296 6.8496
threshold=102.75018128760001 82.250688042950017 44.578137159850009 44.749265482150008 66.859265246100009 91.886121982450007 86.09518316945001 90.321439350550008 0.70681500000000008 61.076391807500009 -0.013285 71.096275259750016 0.082535000000000011 38.396531328800009 63.565904036300005 40.040404835300002 0.075320000000000012 0.078385000000000024 0.079745000000000024 94.165934477050016 102.32271644485002 0.4149000000000001 -0.59496499999999986 94.625660817400004 1.0000000180025095e-35 -0.10978499999999999 81.573196594050017 -0.24150999999999997 -0.18437499999999998 96.631250582750013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 4 -2 6 7 13 15 19 10 11 -1 -4 -3 -15 -6 -5 -18 -19 -7 21 22 -21 -24 25 -13 27 -25 -29 -30
right_child=3 2 12 16 5 8 -8 -9 -10 -11 -12 24 -14 14 -16 -17 17 18 -20 20 -22 -23 23 26 -26 -27 -28 28 29 -31
leaf_value=-0.01333164055506088 -0.0089430587534975875 0.0083814373669079609 -0.0090709578439440112 0.0060002293353548794 0.010017044064368999 0.0045130774319683681 0.0055344407610182101 -0.019242561735774776 0.011610585627935802 -0.011775123710969285 -0.011493494760974927 0.005077661186596436 0.001393855582684913 -0.0014910326427773673 0.01405477285140274 -0.01280074356669339 -0.013048888385873527 0.011271196761360746 -0.007564571083225822 0.0080139419108038023 0.0089274839807547413 -0.016716825768614042 -0.010792970490757323 -0.011572173433097511 0.0088677715630105861 -0.015932138965277343 -0.008723263457915657 0.014513067996091884 -0.00414420630364736 0.0019751225749330883
leaf_weight=7.395259127020835 73.169036310166121 16.520341329276562 35.659370839595795 18.240439556539059 4.2981082648038882 48.204442642629147 224.58217400312424 7.9503834173083296 11.537118360400198 18.598240666091442 13.542431086301802 15.237751513719555 15.710424199700354 86.431921981275082 6.1398482099175444 4.0480964928865433 9.2278077527880686 7.8657036498188999 9.6236752197146398 13.924639008939264 11.189655080437658 3.6420245021581641 10.237041629850863 10.282430253922938 15.420773833990095 6.2525305375456854 12.76382867246866 4.9060897752642481 28.30298133939506 81.354958258569241
leaf_count=95 889 47 316 73 12 158 696 62 29 230 155 80 84 415 13 31 112 36 84 40 30 29 88 70 50 56 111 10 202 330
internal_value=0.000172049 0.00110995 0.00180557 -0.00549803 0.00247811 0.000451751 0.00401236 -0.00992539 0.00116728 -0.00469258 -0.00241556 0.000359157 -0.0058705 0.000878941 -0.000459953 -0.00105009 0.000108794 -0.00391343 0.00090666 0.000631332 -0.0004282 -0.00106108 -0.000708615 -0.00153013 0.00310216 -0.00103507 -0.000841051 -3.52035e-05 0.00100027 0.000395709
internal_weight=832.26 714.133 637.686 118.127 586.316 252.642 333.674 16.2966 236.345 76.447 57.8487 44.3063 51.3698 109.092 92.5718 8.3462 44.9576 26.7172 17.4894 224.808 176.604 165.414 161.772 147.847 36.9111 21.4903 137.61 124.846 114.564 109.658
internal_count=4633 3439 2773 1194 2373 1202 1171 105 1097 666 436 281 400 475 428 43 305 232 120 1068 910 880 851 811 186 136 723 612 542 532
is_linear=0
shrinkage=0.0107142


Tree=42
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 3 4 2 1 4 4 3 2 1 0 2 1 4 3 3 2 2 3 3 3 2 3 3 3
split_gain=26.7193 14.4139 23.3146 11.9171 12.2353 10.2433 10.1358 8.84101 8.79449 9.56669 13.8724 8.73983 10.9996 8.28704 8.8716 11.8652 10.9452 9.84241 7.60633 11.6344 16.8839 12.859 8.47604 10.6189 9.62541 7.61233 8.41476 7.51198 9.98879 7.91777
threshold=90.937096262400004 70.182199495350019 84.546631286350006 94.770837556450019 -0.160525 -0.22932499999999997 0.09117500000000002 33.036871954450007 -0.051199999999999996 81.339300736700025 42.498713093000006 42.081757894750005 0.088350000000000026 -0.58835000000000004 58.309968391300011 71.096275259750016 0.048260000000000011 57.027573863050009 37.892416320650007 0.087795000000000026 0.092895000000000019 -0.094409999999999994 -0.011849999999999999 -0.04931 0.083395000000000011 0.088890000000000011 0.0027500000000000003 -0.13578999999999999 -0.25843999999999995 0.083555000000000032
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 -4 -5 27 11 -11 -10 -13 -1 15 -15 17 -17 -7 22 21 -21 23 -20 -24 -23 -27 28 -9 -29
right_child=-2 3 5 7 -6 18 -8 8 9 10 -12 12 -14 14 -16 16 -18 -19 19 20 -22 25 24 -25 -26 26 -28 29 -30 -31
leaf_value=0.017002067729845711 -0.014204682660198963 0.0050542905914516961 -0.010964453201295027 -0.018485871039868793 -0.016323547530851086 0.010693768262955624 0.0056619328388057243 -0.01465790252693386 0.0095062639116232379 -0.016462093468651736 0.008960577412647169 0.0035450361627876546 -0.025270276455136059 -0.014633913615086595 -0.011567403926550084 0.00028599575253553404 -0.021071851735245777 0.019244560593051446 -0.00095379784399735924 0.0073725722287927105 0.0041242847767232445 -0.027941826514764172 0.004955028077110713 0.010419314568529897 -0.017867092312563781 -0.0045258294796990325 -0.028980753794285743 -0.0091247098272523794 0.010498688866535639 -0.0012693106629589525
leaf_weight=3.9577006846666327 29.81856407597661 8.6819594763219339 20.343564033508301 6.6275274455547324 24.413101591169834 46.836436033248901 15.418908745050429 4.7164853662252453 51.219707634299994 12.092037979513409 8.9237571805715543 13.913612410426142 4.1036685556173316 11.831405617296694 36.653323441743851 19.660405259579424 3.8669793568551531 9.8237670361995679 23.97507781535387 10.004112705588339 101.26957346498966 6.3348293453454998 13.763432301580908 108.57874079793692 6.5126121640205374 19.179624915122989 4.0823114514350882 46.712017349898815 18.9295769110322 89.512777101248503
leaf_count=12 554 48 132 93 286 130 50 40 184 125 36 59 31 179 370 121 43 21 103 32 362 44 49 358 45 90 29 402 71 534
internal_value=0.00015417 0.000723579 0.00241953 -0.00198023 -0.0107154 0.00407838 -0.00379602 -0.000854265 -0.00038708 0.00347284 -0.00566708 0.00624712 -0.00301802 -0.00485633 -0.00591343 -0.00132678 0.00339396 0.00660276 0.00490533 0.00398225 0.000775902 -0.00778677 0.00693768 0.00836225 -0.00237538 -0.0129108 -0.0088175 -0.00256614 0.00548091 -0.00396296
internal_weight=781.758 751.939 462.093 289.846 33.0951 376.299 35.7625 256.751 250.124 90.2528 21.0158 69.237 18.0173 85.7936 81.8359 45.1826 33.3512 29.4842 340.537 293.7 140.87 39.6009 152.83 132.554 20.276 29.5968 23.2619 159.871 23.6461 136.225
internal_count=4633 4079 2170 1909 334 1424 182 1575 1482 435 161 274 90 746 734 364 185 142 1242 1112 557 195 555 461 94 163 119 1047 111 936
is_linear=0
shrinkage=0.0154666


Tree=43
num_leaves=31
num_cat=0
split_feature=1 4 1 0 0 0 1 3 3 3 1 0 2 2 2 4 2 2 0 2 3 4 4 0 4 2 3 2 0 0
split_gain=23.3985 13.0237 11.8922 21.7196 13.2574 13.1435 10.8119 24.9161 9.19199 9.77744 8.77363 7.79913 7.77117 15.915 9.85774 11.8323 11.5305 18.1715 11.395 8.66006 8.01473 9.63389 9.19768 7.73005 7.72877 7.50865 7.21623 12.3707 7.08929 9.91132
threshold=90.937096262400004 31.914316944300001 66.859265246100009 86.09518316945001 91.886121982450007 90.321439350550008 65.571493801650021 0.10385500000000002 0.4149000000000001 0.18642000000000006 54.884872733100003 91.886121982450007 -0.059424999999999999 -0.016014999999999998 -0.156745 43.663128814500006 -0.24150999999999997 -0.59614999999999996 109.30464220965001 -0.63026499999999996 0.094595000000000026 38.238138001450004 34.515670600900002 103.57284947555002 35.374259656300005 -0.117885 -0.20885999999999996 -0.21563499999999999 97.491557184450016 93.972365491700018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 5 6 -5 -8 9 11 -3 25 14 -14 16 20 17 19 -17 -13 21 22 -16 28 -22 -4 -18 -28 29 -23
right_child=-2 2 8 4 -6 -7 7 -9 -10 -11 -12 12 13 -15 15 18 26 -19 -20 -21 24 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.014255053510851674 -0.013351656168581768 -0.016775389102711757 -0.00092868243615937317 0.0059952445851866468 -0.01622276327299086 0.016346006794395181 -0.035323246712955461 0.013464878671379413 -0.023370393930119776 0.014630561792846027 -0.00046845995317075219 -0.0091502447483897548 0.010724006491185189 -0.0012953487241222832 0.011252185789668202 -0.017367401733633377 0.015327012638303763 -0.012551333989031235 0.013897031654774475 0.014093644881912941 0.0098925754029336628 0.014394400649818699 -0.02357145001371734 -0.013023426016931018 -0.015036400172190734 -0.019090335911183268 -0.018031315688509256 0.0076428748895766355 0.009955295059954029 -0.006987424985406299
leaf_weight=12.882789224386213 27.699071601033211 7.7132174745202056 9.9331114552915114 166.79378546774387 5.8474549055099478 26.837008118629456 4.5983863025903684 4.7568124011158943 4.0960901826620093 8.8780098855495435 165.49023867771029 5.0096835792064693 35.489342108368874 80.249036263674498 2.2836253978311998 24.132731046527628 15.042951181530951 23.967871684581041 2.9188866615295401 12.548247285187243 3.3308591991663006 6.568744212388995 6.5628211349248886 6.5741353556513777 16.733508456498384 10.417326889932154 5.3057956472039214 19.96894703432918 24.4142110273242 18.425026848912239
leaf_count=167 554 137 51 579 38 63 32 12 35 30 961 33 114 450 14 316 48 205 10 37 15 17 66 62 135 91 43 106 77 135
internal_value=0.000133824 0.000640127 0.000904846 0.00271829 0.00596363 0.00660276 0.00511833 -0.0105161 -0.00111587 -0.000846774 -0.00119465 -0.00126332 -0.000674076 0.0023902 -0.00250419 -0.00538639 0.00143805 -0.00408946 -0.0139939 0.00746163 -0.00264354 -8.88016e-05 -0.0145821 0.00220146 -0.010898 -0.0102256 0.00713119 0.00225323 0.00422726 -0.00136796
internal_weight=765.47 737.771 724.888 382.037 208.833 202.986 176.149 9.3552 342.851 338.755 173.203 329.877 309.526 115.738 193.788 111.945 81.8435 41.5258 27.0516 17.5579 84.8929 64.8286 8.84645 55.9821 20.0644 20.3504 40.3177 25.2747 49.408 24.9938
internal_count=4633 4079 3912 1822 724 686 623 44 2090 2055 1098 2025 1883 564 1319 847 472 275 326 70 521 371 80 291 150 142 197 149 229 152
is_linear=0
shrinkage=0.0149454


Tree=44
num_leaves=31
num_cat=0
split_feature=1 3 1 0 0 4 2 2 3 0 0 2 2 2 0 1 0 1 3 3 3 3 4 1 4 3 0 4 3 3
split_gain=20.481 11.4707 10.5456 15.4288 8.02168 8.45298 6.83226 10.4493 11.1582 10.2817 12.915 10.6103 7.03641 12.9785 11.2719 8.18714 10.1777 6.62212 7.08524 6.45912 12.7349 10.5274 10.5034 7.3583 7.00561 7.81439 6.75278 6.41177 8.56196 7.13874
threshold=90.937096262400004 -0.27297999999999994 69.873026810350026 85.990333302400003 93.671258181050021 38.238138001450004 -0.079369999999999996 -0.156745 -0.20885999999999996 96.741477366050006 101.91675926715001 -0.088880000000000001 -0.016014999999999998 0.059500000000000011 96.631250582750013 81.339300736700025 107.30980627685001 71.053259929650025 0.090665000000000009 1.0000000180025095e-35 -0.15544999999999998 0.078385000000000024 40.767054867700004 55.887667615750004 38.474425342400004 0.093325000000000033 78.252950803000019 44.279556297950009 0.079745000000000024 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 19 -4 -6 7 8 -7 -9 -11 -12 17 -14 -15 -16 -17 -8 -19 20 22 -21 -3 -24 25 -23 -26 28 29 -5
right_child=-2 2 4 27 5 6 12 9 -10 10 11 -13 13 14 15 16 -18 18 -20 21 -22 24 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0072223943811287154 -0.010210559236246629 -0.014096681490603617 -0.012163296809649254 0.0035580965102694696 -0.0053514432699210499 0.012834215854885931 0.013849661265643676 -0.010814913173290327 -0.00026068269629139936 0.0037674556246750984 -0.014761875176676218 0.0033603647241496701 -0.011807691834437434 -0.01311124121292147 0.0072161505494714217 -0.016446577366787344 0.0077568332077846873 0.0079645281925436046 -0.0034166231876829097 0.014759745010910602 -0.010363577411433697 -0.0064985114304073957 -0.0075195925083910327 0.01133531794198272 -0.013224174947019482 0.010345111588936614 -0.00086443409215712543 -0.0042032301777376602 0.002810158421057393 0.01126959159873178
leaf_weight=25.903607558459044 25.747165586799383 4.2499143108725574 8.588359806686638 30.448011785745621 44.156304113566875 10.897737644612787 11.397468216717241 24.085133887827396 51.552550509572029 27.910835176706314 13.184778518974779 6.754799738526347 10.696225017309187 5.6738075874745837 34.017294809222221 5.1049728915095312 4.5362879037857056 18.809264749288563 12.646684095263479 6.7806453555822364 24.734423764050007 5.1541177146136787 3.7786627262830725 11.789064191281794 6.6330622509121886 14.579141452908514 77.678300347179174 13.280548341572283 173.34159637987614 36.480395942926407
leaf_count=238 554 39 86 103 411 27 30 283 312 115 169 34 89 39 115 46 23 65 74 16 295 47 47 37 63 42 408 80 624 122
internal_value=9.47994e-05 0.000460856 0.000745607 0.00196188 -0.000969387 -0.000627777 0.000251312 -0.00149446 0.00202441 -0.00454934 -0.00139561 -0.00862272 0.00253166 -6.64112e-05 0.00247933 0.00450546 -0.00505869 0.00617101 0.0033888 -0.00095563 -0.00473666 0.000564355 0.0022863 0.00675878 -0.000360766 0.00594574 -0.00183682 0.00374975 0.00418934 0.00776137
internal_weight=750.591 724.844 698.94 408.928 290.013 281.424 237.268 134.386 62.4503 71.9355 47.8504 19.9396 102.882 60.0286 49.3324 43.6586 9.64126 42.8534 31.4559 155.377 44.5521 110.825 19.8176 15.5677 104.045 19.7333 84.3114 253.551 240.27 66.9284
internal_count=4633 4079 3841 1923 1918 1832 1421 940 339 601 318 203 481 312 223 184 69 169 139 994 418 576 123 84 560 89 471 929 849 225
is_linear=0
shrinkage=0.011758


Tree=45
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 3 4 0 4 4 4 2 4 1 3 4 3 4 0 2 1 2 3 3 3 2 0 0 4 0
split_gain=31.66 18.5084 25.2742 17.9789 11.6083 12.6792 11.9282 19.8865 14.3518 13.0098 16.7653 14.7657 10.8128 10.502 10.4569 10.0631 13.6608 9.90435 14.6681 17.1621 9.72686 9.44052 14.7193 9.01035 13.9144 8.58122 15.9007 9.38377 7.49635 8.35764
threshold=89.89935142405001 76.535026057600007 64.369753017350021 86.09518316945001 -0.27118499999999995 -0.17949499999999999 42.620627117000005 104.03526427400001 42.388109226950007 47.74983977685001 49.064150740050003 -0.15734499999999998 41.873095646600007 65.130586668250018 0.08079500000000002 43.477771593600004 0.082325000000000023 41.319407281650008 86.103248543850015 -0.083834999999999993 87.143681840350013 -0.13734499999999997 0.092185000000000031 -0.22831499999999999 -0.25215499999999996 -0.06828999999999999 86.866770652900016 86.780739992750014 43.930205408700004 105.93331571405001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 -4 23 7 13 -9 28 -11 20 21 -7 -5 -14 -17 -16 -19 -20 -12 22 -3 24 -6 26 -21 -27 -8 -30
right_child=-2 2 4 14 5 6 9 8 -10 10 11 -13 15 -15 17 16 -18 18 19 25 -22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0044034024735307414 -0.0068216863235163417 -0.01063723932415692 -0.0080727604069403998 0.0068968549633859223 0.0062699066940124235 -0.0097657211665923924 -0.0024652255029803645 -0.0094183450879273371 0.013002013905802794 0.0063108664710575966 -0.0052532983965890437 -0.0090752984769828203 -0.0051197470080121378 0.0011027803788549826 0.0055313787876160635 -0.0061276944253462178 0.0073898036585020987 0.009761935108717746 0.0042047775186426495 0.00046564480416391312 0.010252359738942205 0.003395666367036235 0.0057737082941962201 0.0090307894518066329 -0.0046713453890837959 -0.0087665776335684592 -0.015414407448564768 0.0028759777292166346 -0.0094377520782693933 0.00095719861807418768
leaf_weight=45.145065691322088 38.412059716880322 7.9828574880957586 12.022478394210337 55.290632918477058 15.639560427516697 5.5732445418834677 34.800814546644688 18.193320814520124 1.9320596531033505 17.712073147296906 4.4177224114537257 13.573658782988785 33.084022097289562 225.39256678521633 48.835776269435883 7.5957281962037113 11.49467748403549 10.068919897079466 27.869778752326965 6.9602942094206766 5.6276616752147675 62.669156044721603 5.752812348306179 13.571715995669363 13.038199894130232 6.0466397032141748 8.6520755439996702 14.134447060525416 27.602967038750648 5.7104433178901663
leaf_count=476 612 75 91 162 54 38 218 229 9 60 40 163 208 1029 137 46 35 22 81 25 12 194 19 36 86 32 57 44 316 27
internal_value=0.000107552 0.000454851 0.000758944 0.00246241 -0.000499484 -0.000273435 -0.000748472 0.000190773 -0.00726596 -0.0029033 0.000558483 -0.00375527 0.000234255 0.000840522 0.00407321 -0.00251048 0.00201143 0.00279946 0.000989999 -0.000397362 0.00343334 0.00210855 -0.00376396 0.00378031 0.00129552 -0.00398072 -0.00833478 -0.000612355 -0.00500389 -0.00765589
internal_weight=804.803 766.391 721.246 306.438 414.808 402.786 360.537 251.091 20.1254 109.445 41.3311 23.619 128.579 230.966 177.859 52.1744 19.0904 122.568 73.7322 63.6632 10.0454 76.4048 13.7357 42.2495 28.6778 35.7935 15.6124 20.1811 68.1142 33.3134
internal_count=4633 4021 3545 1137 2408 2317 2141 1305 238 836 275 215 577 1067 560 289 81 398 261 239 52 288 94 176 140 158 82 76 561 343
is_linear=0
shrinkage=0.00782139


Tree=46
num_leaves=31
num_cat=0
split_feature=1 4 4 4 0 0 4 4 2 3 2 4 2 1 1 1 0 0 0 4 0 2 1 0 1 3 4 4 0 1
split_gain=19.2468 10.8873 10.3637 12.0119 10.1419 10.3784 8.93542 8.75735 6.22094 6.12557 7.64001 5.37377 5.58617 10.0044 7.8345 6.95286 8.20448 8.04292 10.725 8.8794 8.07005 6.18684 8.03007 6.14336 5.98933 5.83055 6.24763 5.78293 5.74571 5.88655
threshold=90.937096262400004 31.914316944300001 42.720329370750001 42.684965421050009 103.57284947555002 75.381677519650012 42.620627117000005 42.388109226950007 0.70681500000000008 -0.222165 -0.15861999999999998 35.119813570500007 -0.25105499999999997 78.27445846800002 75.629015667650023 81.573196594050017 102.11570516885001 91.109157582800023 87.261973998100004 42.243697547450004 86.866770652900016 -0.58319500000000002 67.031326566450005 86.264556031700025 67.923894665750012 0.10787500000000003 41.11191809080001 38.171717059500004 98.230883170350012 79.728914316550018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -3 8 9 11 10 -6 -7 13 14 21 16 17 18 19 20 -14 -13 23 -23 -19 28 27 -27 -26 -30
right_child=-2 2 -4 -5 7 6 -8 -9 -10 -11 -12 12 15 -15 -16 -17 -18 24 -20 -21 -22 22 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.011114892524466903 -0.010568355689695628 -0.010291312447262816 -0.0016135519359313033 0.011268846165427025 0.015542459463456768 0.0071206739203592663 -0.013396698020086244 0.012640115165452201 0.012519299614717878 -0.012691907216619414 -0.014745033943712127 0.003994403483015537 0.0031218867465176805 0.0082459894789759045 -0.020625645329176524 -0.011525898832945596 0.011160869803263871 -0.010059328005848996 0.0074790880907905834 -0.0092174790799802019 -0.011294251965446049 -0.011390519478719708 -0.020143448744097341 0.0050128023957792802 0.0026356132865286487 -0.002822612437933593 0.0048106920571107884 -0.023666728208970846 -0.0098296140489736606 0.0032854165998954825
leaf_weight=12.142367843538521 24.882209289819002 10.744839806109665 211.72872114926577 19.011619098484516 2.9767180681228638 28.820593472570181 5.6778694465756407 3.2347416281700125 8.6970620825886709 16.946254428476095 2.2106318362057271 11.150464519858359 117.57456336915493 10.28127835690975 4.5911408364772788 5.589387170970439 15.379982411861418 9.2352544814348203 67.64224150031805 10.910053998231886 6.2278059124946585 6.459522478282457 5.514643430709838 7.5334279090166092 84.6529486104846 3.7698310017585737 3.9921232536435118 4.3859891816973686 12.816043905913832 8.7864368632435781
leaf_count=167 554 207 1427 74 14 112 37 14 28 234 31 40 431 38 35 45 45 58 220 70 33 61 45 24 388 31 17 35 81 37
internal_value=0.000102872 0.00047233 0.000671463 0.00164921 0.00126484 0.00169245 0.0019853 -0.00632769 0.00218654 -0.00909977 0.00263519 0.00197524 0.00160123 -0.00246591 -0.0055903 0.00212886 0.00234984 0.00193919 0.00346943 0.00145609 0.00239669 -0.00333871 -0.00753028 -0.00255941 -0.000486809 0.000259831 -0.00783984 -0.014032 0.00118585 -0.0044953
internal_weight=743.567 718.685 706.542 494.813 475.802 450.434 439.689 25.3683 434.011 22.1336 5.18735 425.314 396.493 45.5305 35.2492 350.963 345.373 329.993 202.355 134.712 123.802 30.6581 19.5076 13.993 127.639 118.403 12.1479 8.15582 106.255 21.6025
internal_count=4633 4079 3912 2485 2411 2118 1911 293 1874 279 45 1846 1734 243 205 1491 1446 1401 754 534 464 170 130 85 647 589 83 66 506 118
is_linear=0
shrinkage=0.0123416


Tree=47
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 2 3 2 1 3 1 3 3 4 3 4 2 4 0 1 3 1 0 3 2 2 0 1 3 1
split_gain=37.6946 33.9933 18.6228 15.4512 15.1784 11.2699 12.9069 10.3769 9.50937 15.4136 14.1605 11.4997 8.6895 20.0733 9.41754 8.64047 16.1787 8.30086 8.15791 10.0608 9.37277 8.79737 7.8343 7.73663 14.2628 16.4549 11.6357 8.39513 7.00811 6.94836
threshold=70.348883899450016 84.546631286350006 90.937096262400004 95.217121606100008 37.232443001650005 -0.22932499999999997 0.09117500000000002 -0.58835000000000004 58.309968391300011 1.0000000180025095e-35 55.887667615750004 0.079025000000000026 0.08759500000000002 39.427119987250002 0.096480000000000024 42.081757894750005 -0.011849999999999999 42.081757894750005 98.230883170350012 78.27445846800002 0.087700000000000014 71.830224329350003 82.250688042950017 0.075320000000000012 -0.09280999999999999 -0.15962499999999999 104.25302938255003 82.815264250350012 0.091705000000000023 71.246828915000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 29 6 -3 -1 9 10 -9 -11 -7 -14 -15 -16 -17 -13 21 20 -20 -6 -10 -21 25 26 -25 -26 -22 -5
right_child=2 5 -4 4 18 12 -8 8 22 11 -12 17 13 14 15 16 -18 -19 19 23 28 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.0082556878143642282 -0.0050234413819726887 -0.0049679239754418627 -0.0067895006640088839 0.0053916966804145143 -0.0040831094715219193 0.0038046507176561751 0.0033627930435820184 -0.0077771763568547855 -0.0079909408593078629 0.013343613694818141 0.001646633524260458 0.0048794120489362835 0.0053669755968340496 -0.0021662642629601248 0.0033882944238209857 -0.0051765042660252818 0.0079552719509018398 -0.0095277889227356888 -0.0099627764768283333 0.0030920083228070006 0.0055291984799981445 0.0031467528578664455 -0.0015010175722987651 0.0034177163697313201 0.0030661323146453311 -0.0090356816899120982 -0.0089258169871574543 -0.0042626826266715578 -0.004177076082634134 -0.0064761948930536252
leaf_weight=4.3586066588759413 44.525150910019875 21.889294326305389 33.140170130878687 2.7797364890575436 9.945917494595049 180.01235868036747 16.68950566649437 18.319544948637486 25.371957395225763 5.4969249069690695 14.580740317702292 6.5025347098708135 51.475817508995533 54.284873582422733 51.479801543056965 18.270492993295196 6.4683836773037902 2.9646314010024071 10.395256265997888 32.853072382509708 5.1936853006482151 61.9298932030797 15.111856609582899 15.126599445939066 39.373184733092785 18.62962917983532 5.2339727729558936 9.9746385328471643 13.990498043596743 26.071347676217556
leaf_count=12 430 137 554 8 59 607 51 205 292 9 95 27 141 250 157 99 15 28 99 138 17 210 78 57 161 202 58 76 88 273
internal_value=0.000153266 0.00140117 -0.00171682 -0.00114893 -0.000462986 0.00230233 -0.00136399 -0.00249259 -0.00302285 -0.000869837 -0.00360073 0.00513436 0.00269307 0.0015935 0.000105084 0.0017228 -0.00174299 0.000367815 0.000168051 -0.000775031 -0.00450611 0.00214631 -0.00556837 0.000135622 -0.000963863 -0.00418953 0.000244637 0.00158476 -0.00154932 -0.00533275
internal_weight=822.44 493.277 329.163 296.023 251.497 400.571 38.5788 92.7068 88.3482 47.8644 32.9003 14.9641 361.992 181.979 130.504 76.2187 24.7389 9.46717 222.646 150.771 29.5794 71.8758 40.4838 121.191 88.338 38.9902 20.3606 49.3478 19.1842 28.8511
internal_count=4633 2203 2430 1876 1446 1457 188 746 734 364 300 64 1269 662 521 271 114 55 1165 896 204 269 370 692 554 317 115 237 105 281
is_linear=0
shrinkage=0.00713567


Tree=48
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 2 3 2 1 1 3 0 1 3 3 4 2 2 4 4 4 4 1 1 3 4 3 1 0 3
split_gain=31.8963 30.5826 16.9932 12.4115 10.8517 10.2042 12.9534 9.27178 10.0203 13.9566 8.33928 8.2697 10.3325 9.08665 7.80486 14.0369 14.7473 12.1793 9.186 8.08401 7.36462 7.05741 6.95964 6.90542 6.88461 11.6963 8.10279 6.90995 6.33452 6.21885
threshold=70.348883899450016 84.546631286350006 90.937096262400004 95.217121606100008 37.232443001650005 -0.22932499999999997 0.09117500000000002 -0.58835000000000004 58.309968391300011 57.027573863050009 -0.089139999999999997 98.230883170350012 78.27445846800002 0.087700000000000014 0.083395000000000011 39.427119987250002 -0.13734499999999997 0.18839000000000003 42.206017975500011 43.157831852650006 43.067541470150012 40.148327922700012 71.246828915000023 71.830224329350003 -0.04931 41.835830569250014 -0.222165 65.036490633650018 82.250688042950017 -0.13578999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 10 22 6 -3 -1 9 -9 -2 23 13 -13 24 -16 -17 18 21 20 -20 -18 -5 -6 25 -7 -27 -26 -10 -14
right_child=2 5 -4 4 11 14 -8 8 28 -11 -12 12 29 -15 15 16 17 -19 19 -21 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.011677339544029037 0.0012538672111295644 -0.0073233097677139758 -0.0097955622694229309 0.0088058476670602268 -0.0051655277392066417 0.0058453982136726888 0.0050319396313723641 -0.0045678850460768704 -0.01169575669614532 0.0085162304503688217 -0.0094681997833779043 -0.014758610305453505 0.0055205558233858629 -0.0025308532253717642 0.0072028449322427976 0.0095361535657389543 -0.0040400605245001601 -0.015587391921200941 -0.0039269843722764758 0.0023338220474316863 -0.018705302349975854 0.0039573606446018754 -0.0087116916080205425 0.0044259347401151032 0.0094314577600609177 0.0022814891226749798 -0.015200221995223867 0.0015494391232518544 -0.003006975446987525 -0.00097815399324926284
leaf_weight=4.1775619089603415 10.718746691942213 21.79455179721117 30.924265846610069 2.8037003278732326 9.6589032933115941 32.910201199352741 16.572914130985737 33.836443014442921 23.914357159286737 12.344435911625622 32.295286078006029 10.455009117722513 19.597524009644985 18.986783772706985 56.28750341385603 20.695873692631721 14.509784556925295 5.3183128163218489 33.184116266667843 23.08208904415369 4.2164763510227194 78.320659451186657 24.536143038421869 60.420249290764332 60.740703746676445 5.9299303218722343 5.8367786779999715 15.485525928437708 15.241924777626989 98.173719115555286
leaf_count=12 59 137 554 8 59 96 51 314 292 50 371 99 78 105 160 53 65 42 166 90 32 255 273 210 186 21 45 58 78 614
internal_value=0.000212414 0.00191485 -0.00237622 -0.00157858 -0.00066113 0.00317493 -0.00198643 -0.00364386 -0.00439388 -0.00107042 -0.00679635 0.00012577 -0.00129196 -0.00687302 0.00373038 0.00261401 0.00117366 8.26417e-05 0.000626223 -0.00256792 -0.00559307 0.00270733 -0.00691527 0.00310396 0.00590596 0.00262288 -0.00639017 0.00783021 -0.00831357 0.000103253
internal_weight=802.97 484.4 318.57 287.646 244.632 394.885 38.3675 89.5147 85.3372 46.1809 43.014 217.292 147.213 29.4418 356.518 235.615 179.327 158.631 153.313 60.4827 37.4006 92.8304 27.3398 70.0792 120.903 44.6769 11.7667 76.2262 39.1563 117.771
internal_count=4633 2203 2430 1876 1446 1457 188 746 734 364 430 1165 896 204 1269 863 703 650 608 288 198 320 281 269 406 162 66 244 370 692
is_linear=0
shrinkage=0.010533


Tree=49
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 4 4 3 2 3 4 3 2 2 3 3 0 3 3 3 3 2 2 4 2 2 3 1 1 4
split_gain=19.6442 10.7362 16.1628 12.3345 10.3584 12.0759 9.79287 12.3854 11.8782 10.9713 12.9476 10.4356 9.31466 19.5906 8.62757 9.66727 9.37501 7.76295 7.06597 11.3517 7.04887 9.74614 10.3067 8.83479 8.85197 12.2894 8.9028 8.063 9.46714 8.45123
threshold=89.89935142405001 76.535026057600007 64.369753017350021 86.681267041950008 0.081775000000000028 41.257948413050009 41.965446242000006 0.11636500000000001 -0.11692 0.08079500000000002 43.847983878700006 0.085895000000000013 -0.083834999999999993 -0.06828999999999999 -0.27118499999999995 -0.17949499999999999 85.705356740550016 0.087795000000000026 -0.22831499999999999 -0.25215499999999996 0.08729000000000002 -0.21563499999999999 -0.15962499999999999 49.292797572200008 0.075080000000000022 0.048475000000000011 0.079605000000000023 83.602982482550019 83.116371560950014 42.498713093000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -5 -6 -3 8 11 -10 17 -8 -7 -14 -4 18 -17 -11 19 -16 21 -18 -23 24 25 -24 -26 28 -22 -29
right_child=-2 2 14 4 5 12 7 -9 9 10 -12 -13 13 -15 15 16 20 -19 -20 -21 27 22 23 -25 26 -27 -28 29 -30 -31
leaf_value=-0.0071091240458124767 -0.012019623515264607 0.0043897034617988873 -0.01431882709874668 0.014598301902859082 0.012695418596652965 0.0091029901148271253 -0.0060999775504565635 -0.029126517457366448 -0.02511869550761766 0.0030669640178549542 0.012708372803857634 0.019807552612147769 -0.024418639950587302 0.0045802482911763403 0.011373835233114991 -0.018493019926515232 -0.014231423462103229 -0.012776938189020568 0.016243823412524332 -0.0087464547662854039 0.0012979990767707245 0.014953234189436363 -0.0020269308027859798 -0.014861857457176672 -0.0025922827719587001 0.013365351495230689 -0.022213184157452718 -0.02179068235145723 0.025502909501692303 0.012402545269753824
leaf_weight=40.293710354715586 30.697148282080889 114.30893144756556 11.252178791910408 39.379602424800396 25.127207309007645 13.271874465048311 5.9880713969469097 4.1448338702321044 5.8866322189569464 11.533587347716091 10.378809928894041 10.182057172060011 9.5309043601155263 13.873880676925184 15.017414316534994 7.5505487509071818 17.881503291428089 21.44298742711544 12.880910851061342 12.428354054689409 170.48183462396264 8.1752709671854955 72.451417937874794 13.770681560039518 14.721948619931938 15.222614035010336 9.0594766177237016 6.8803125955164415 4.0110054090619078 2.3523359447717667
leaf_count=476 612 429 91 133 73 38 32 32 52 55 32 22 60 45 54 107 166 134 36 86 867 28 459 176 93 44 90 90 8 13
internal_value=0.000180551 0.00070108 0.00116443 0.0039893 0.00835614 0.00437882 0.00158617 -0.00302111 -0.00136695 -0.00516976 -0.00246117 0.0102136 -0.00131888 -0.00722869 -0.000878576 -0.000483596 -0.00133261 -0.00723552 0.00672847 0.0022627 -0.000945846 -0.00343523 -0.00198808 -0.00309408 -0.00164013 0.000645591 -0.0100668 0.00110396 0.00185439 -0.0130788
internal_weight=750.178 719.481 679.187 285.049 101.183 61.8039 183.866 69.557 65.4121 49.242 43.3554 16.1701 36.6767 23.4048 394.138 382.886 342.559 32.9766 40.3267 27.4458 335.008 151.283 133.401 125.226 111.455 87.674 23.7814 183.725 174.493 9.23265
internal_count=4633 4021 3545 1137 349 216 788 359 327 273 221 54 143 105 2408 2317 2141 189 176 140 2034 1056 890 862 686 503 183 978 875 103
is_linear=0
shrinkage=0.0155729


Tree=50
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 4 1 2 3 2 4 4 3 3 3 3 2 2 3 4 2 2 2 0 3 1 0 3 1 1
split_gain=35.2943 32.4129 16.5742 15.1415 12.9751 10.5099 11.0199 9.9238 14.4971 9.15949 9.88979 9.14153 11.8698 8.92924 8.68568 11.6122 7.91011 12.8804 9.63937 9.55898 7.82942 7.81707 8.77538 7.53928 7.39172 6.82487 11.2154 6.77333 8.03053 11.6216
threshold=70.182199495350019 85.121961326250016 90.937096262400004 95.44832900530001 98.230883170350012 36.772607578000013 78.27445846800002 -0.23401999999999998 0.091705000000000023 -0.58835000000000004 48.393869453650005 41.685324604100011 0.088145000000000015 0.087700000000000014 1.0000000180025095e-35 -0.222165 -0.22386500000000001 -0.07490999999999999 0.10487000000000003 41.243661560350013 -0.075639999999999999 -0.078549999999999995 -0.11334499999999999 96.631250582750013 -0.20885999999999996 61.076391807500009 75.994645973400011 0.090465000000000031 71.104340634100012 70.816675614150014
decision_type=2 2 2 2 2 2 2 2 2 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 24 23 -6 13 8 -3 -1 16 -9 14 -7 15 -13 18 19 -11 25 21 22 -16 -5 -2 26 -18 -26 29 -29
right_child=2 7 -4 4 5 6 -8 11 -10 10 -12 12 -14 -15 20 -17 17 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.0078562512318362272 0.0013901257895187252 -0.0063962373719361858 -0.0068889794143753291 -0.0020722581265971815 -0.0069405601714881441 -0.010372160603085816 7.7378176617553187e-05 0.003820200376241516 0.003709655581682559 -0.0084164788212861188 0.0019797390521484244 0.0034138927618444269 -0.0012277109655379713 -0.0019429504850586423 0.0068423564749113056 -0.01041596413015273 -0.0089341519662843195 -0.0058827251233120525 0.01039202720409611 0.0083352119671517497 -0.0028097807992752922 0.0087818771076558378 0.00077438399014550748 0.0033806620262369861 -0.0083552698239965084 -0.010602891389982348 0.0088907571922041059 -0.0057743501519724877 -0.0093154260480067478 0.010835201110056158
leaf_weight=4.5442441180348387 8.658705107867716 16.514872781932358 30.911331187933683 18.341290049254894 17.986616235226393 10.779140777885916 121.41582160443068 199.96835158020258 14.990941591560839 26.026697430759672 17.891048327088356 7.9261570498347282 58.601500697433949 19.620162725448608 22.433276891708374 5.8352731168270093 3.2851443663239497 24.377334292978048 1.601222276687621 8.2138179615139943 8.5379507094621641 19.322569906711578 32.032702788710594 59.802076131105423 27.290261432528496 3.6331545673310748 4.8228086233139038 4.93623488396406 5.4100609943270674 4.4203179776668549
leaf_count=13 36 113 554 91 215 102 708 624 45 337 71 25 265 109 59 46 43 234 3 26 42 59 129 205 330 26 10 43 59 11
internal_value=0.000172647 0.00145873 -0.00170262 -0.00116584 -0.000408169 -0.0015628 -0.000925659 0.00241408 -0.0015877 -0.00244956 -0.00297078 0.00276958 0.00141144 -0.00493182 0.00302098 -0.0024504 -0.0042016 -0.00225422 -0.0073264 0.00217843 0.00393556 0.00471605 0.00327364 0.00210079 -0.00487003 -0.00212872 0.00166854 -0.00615887 -0.00209971 0.0020725
internal_weight=810.131 480.559 329.572 298.661 247.945 169.802 151.815 386.164 31.5058 94.3955 89.8512 354.658 154.689 30.3993 96.0879 13.7614 71.9602 44.3323 27.6279 19.9549 82.3265 73.7885 54.466 78.1434 50.7156 11.7411 8.10795 42.0569 14.7666 9.35655
internal_count=4633 2170 2463 1909 1430 1134 919 1407 158 763 750 1249 625 211 360 71 679 339 340 105 289 247 188 296 479 79 53 443 113 54
is_linear=0
shrinkage=0.00744031


Tree=51
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 2 3 2 1 0 2 1 1 3 0 1 1 4 0 3 2 0 1 4 4 4 3 3 2 4
split_gain=24.2956 22.3338 13.9485 12.3466 10.3257 8.08447 12.1467 8.02893 10.6864 12.3313 10.9614 10.2976 7.34271 6.71023 6.57212 10.8252 7.1452 6.48918 6.4536 7.20324 10.4041 8.36452 8.80701 7.43398 6.88163 6.22974 10.2987 11.9055 13.4627 8.50362
threshold=70.348883899450016 84.546631286350006 90.937096262400004 95.217121606100008 37.232443001650005 -0.23401999999999998 0.091705000000000023 -0.58835000000000004 58.309968391300011 71.096275259750016 0.048260000000000011 57.027573863050009 71.246828915000023 -0.089139999999999997 97.886760529650019 78.27445846800002 71.830224329350003 42.081757894750005 100.53758024625002 0.075320000000000012 -0.047144999999999999 101.91675926715001 81.339300736700025 42.498713093000006 45.921757303800007 38.396531328800009 0.087795000000000026 0.092895000000000019 -0.094409999999999994 43.182896969600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 13 12 6 -3 -1 9 -9 11 -11 -5 -2 16 17 -6 -16 -17 24 -21 -22 -23 -24 -20 -7 -27 28 -28 -30
right_child=2 5 -4 4 14 25 -8 8 -10 10 -12 -13 -14 -15 15 18 -18 -19 19 20 21 22 23 -25 -26 26 27 -29 29 -31
leaf_value=0.011351147233591376 0.0005424134864403195 -0.0083440259826329782 -0.0093319736528901676 0.0094368778425536412 -0.0052470321591207994 0.0063897471080581175 0.0046320170150354169 -0.0098524240962092283 -0.0080978077419783922 0.00057283668465276673 -0.014118138404778038 0.013779305616937841 -0.008637269723780705 -0.0092731838874568779 -0.0028554477324629545 0.0073600012034479032 0.0046453246593591221 -0.012568540229402198 -0.00040198121478766176 -0.0052256364430461159 -0.0065845722313098093 0.011642447990625171 -0.013432764547961272 0.0066852619327446537 0.010127140508556126 0.0045342133051902338 0.006010242499491023 0.0025574471938817848 -0.010263508393432248 0.0049404865079819334
leaf_weight=4.0270077213644973 10.360314782708882 17.071957781910896 27.188092369586229 2.7897964715957668 9.5686597600579244 58.776085704565048 15.079236790537832 11.453805010765789 36.730143118649721 19.605144634842876 3.758488915860652 9.8435112535953504 23.592577371746302 30.451910935342312 22.431406803429127 13.807895593345163 52.950683496892452 11.57302178442478 15.633271623402836 44.769076950848103 7.6369052901864078 13.077570252120497 3.6691893674433214 4.5875829830765724 12.318605013191698 149.83701528608799 10.550770670175551 96.363969214260578 25.337874546647075 4.8673655465245238
leaf_count=12 59 120 554 8 58 175 47 179 370 121 43 21 273 371 126 45 181 103 94 387 48 33 40 19 31 563 33 354 146 19
internal_value=0.000173134 0.00169531 -0.00212847 -0.00142705 -0.000510439 0.00279505 -0.00225813 -0.00316989 -0.00388835 -0.000426397 0.00282483 0.00498723 -0.00672602 -0.00678146 0.000262973 -0.00093649 0.00313129 -0.00616119 0.000601715 -0.000315933 -0.00204225 0.00287703 0.00626393 -0.0022549 0.00423828 0.00326497 0.00262493 0.00053858 -0.00423485 -0.00781349
internal_weight=769.709 463.302 306.407 279.218 238.406 377.884 32.1512 85.4181 81.3911 44.6609 33.2071 29.4487 26.3824 40.8122 212.024 149.505 62.5193 34.0044 115.5 101.692 73.7403 28.9712 21.3343 8.25677 27.9519 345.733 286.957 137.12 40.756 30.2052
internal_count=4633 2203 2430 1876 1446 1457 167 746 734 364 185 142 281 430 1165 926 239 229 697 652 527 140 92 59 125 1290 1115 552 198 165
is_linear=0
shrinkage=0.0105353


Tree=52
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 3 4 4 0 0 3 1 3 1 1 0 4 4 3 3 3 4 0 0 2 1 1 1 2 0
split_gain=28.8904 27.5297 15.8516 12.746 11.8296 9.86567 9.78473 9.78255 9.09541 8.16621 8.06438 7.96854 7.42788 8.46479 12.5152 6.62351 6.80244 6.39994 6.0241 5.87657 6.81428 5.81935 11.6272 9.7452 8.05886 7.05885 11.2081 5.84006 5.6918 5.55348
threshold=70.182199495350019 85.705356740550016 90.937096262400004 95.44832900530001 98.230883170350012 0.099855000000000027 40.574766824850009 40.890797847750008 93.972365491700018 103.37390357390002 -0.20885999999999996 78.537927364800012 0.090465000000000031 71.104340634100012 70.816675614150014 96.631250582750013 43.61821939175001 37.572218886150004 0.11636500000000001 -0.15849499999999997 -0.22831499999999999 48.393869453650005 82.605564516150011 85.398872513700013 -0.089569999999999997 58.309968391300011 57.027573863050009 62.00390986255001 -0.070854999999999987 113.1679565431
decision_type=2 2 2 2 2 2 2 2 2 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 10 15 21 9 -8 -3 11 -2 -6 -12 14 -14 16 28 -7 -19 20 -9 22 25 -24 -25 26 -1 -26 -5 -21
right_child=2 8 -4 4 6 17 7 19 -10 -11 12 -13 13 -15 -16 -17 -18 18 -20 29 -22 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=-0.0079929105832181376 0.0022997105728470584 0.0032660394713533631 -0.0082170448080926151 -0.013905531111290469 -0.0068028921724278034 0.0097740992551747213 0.0070080417648105938 -0.0032447913858573577 -0.0039317977475737485 -0.0094314417493113981 -0.010001956468195459 0.0013552728909849712 -0.006778118048869985 -0.011138865202058142 0.01432723312976787 0.0039463287952978829 0.0039228983402689972 0.0032534373078857756 -0.0085454276995438616 -0.0015873897873534448 0.0099895724667297698 0.001569860745740004 0.0038028580990512478 -0.012985653462072602 0.0029080363929564826 -0.01102961275908374 0.0045247245093338979 -0.0092064781919348644 -0.00046452199799105684 -0.012882210117635799
leaf_weight=18.348230261355642 8.9419187605380994 323.63630516827106 29.517307542264462 5.0859351381659508 17.818243563175201 8.0668715685606021 13.498781353235243 5.4534698501229286 14.927606523036955 19.944990251213312 26.312938749790192 21.442581664770842 4.7938472256064397 5.1870945729315272 4.3614343032240868 58.997944250702858 8.0874745398759824 13.203263558447363 4.7944158241152754 77.029929421842098 7.5269123613834363 18.205171748995781 20.877766646444798 6.7723893746733692 9.8000259473919851 20.725625175982714 8.5108813717961294 4.8277487456798545 5.1577377766370791 3.7086609005928031
leaf_count=251 36 1122 554 39 130 20 46 31 75 272 330 110 43 59 11 205 30 49 30 495 18 73 90 60 38 283 42 37 22 32
internal_value=0.000159327 0.00157922 -0.00191947 -0.0012858 -0.000438104 -0.00187745 -0.00179195 -0.000167481 0.00294868 -0.00473374 -0.00545194 -0.00234725 -0.00715688 -0.00193722 0.00327614 0.00247556 -0.00225802 0.00310123 0.000110328 -0.00120101 0.0044294 -0.00307824 -0.00401989 -0.000579415 -0.00485471 -0.00707668 -0.00402643 -0.00109024 -0.00713792 -0.00210621
internal_weight=795.564 472.696 322.867 293.35 243.753 134.132 166.424 107.218 338.564 59.2058 49.5972 39.2608 40.6553 14.3424 9.15528 77.3291 18.3311 26.0646 17.9977 93.719 12.9804 108.068 89.8627 42.2779 21.4002 47.5847 26.8591 14.6278 10.2437 80.7386
internal_count=4633 2170 2463 1909 1430 973 1134 622 1197 512 479 240 443 113 54 296 91 99 79 576 49 874 801 225 135 576 293 75 61 527
is_linear=0
shrinkage=0.00901559


Tree=53
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 0 4 3 0 0 2 2 1 0 2 1 0 1 0 1 3 3 1 0 0 0 3 4 4 2
split_gain=19.4916 12.1089 18.203 10.4168 9.24693 16.3631 10.9837 9.45783 7.14725 11.8268 6.94425 6.15133 7.54474 10.4628 9.52936 8.65895 7.34051 7.06231 5.98988 9.00267 7.93829 6.63067 6.79127 5.92358 5.82727 6.18929 5.34589 5.19369 17.4 5.15732
threshold=90.937096262400004 70.348883899450016 85.121961326250016 70.74946416085001 71.053259929650025 95.550490414250007 36.772607578000013 -0.089139999999999997 85.307464937250003 85.619326080400015 -0.089569999999999997 -0.58835000000000004 58.309968391300011 71.096275259750016 0.048260000000000011 57.027573863050009 81.446839061900008 59.240174904450008 98.230883170350012 78.27445846800002 0.087700000000000014 0.091705000000000023 75.981203682750007 97.615226258450022 93.972365491700018 94.770837556450019 0.085520000000000027 48.109449608500007 48.914776625700007 0.055540000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 23 -6 -4 10 -10 -1 13 29 15 -15 -14 -18 -8 20 -20 -22 -23 -7 -11 -26 -12 -2 -29 -13
right_child=27 3 8 4 5 6 18 -9 9 24 26 12 16 14 -16 -17 17 -19 19 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.012414178476100787 -0.014128449277465861 -0.016519251108881673 0.013225322006402279 0.010745042861893279 -0.00056677849881478048 0.0040016073038863145 0.003870515414003052 -0.015493867712511145 -0.019017528930637136 0.0037209431221254313 0.0082472691032725344 -0.015149453731476714 -0.015931325877763105 0.00058624103717752434 -0.017129981491717829 0.015693012480263748 -0.019293229115420987 -0.00098233349163132696 -0.017994255739881407 0.00062046184731189783 0.010173258949367166 0.0010111023492701398 -0.017302376091222642 -0.013380876108183332 -0.011030815999652411 0.0039521657920479035 -0.011460685733784609 0.039627333656127528 -0.014456592982698774 0.012463610540472866
leaf_weight=3.9250988140702239 19.938221547752622 7.7241750098764888 11.530179247260092 10.61247471347451 10.95928541198373 4.2304420098662403 61.810172401368618 21.031753864139318 6.1882531493902198 322.06390571594238 4.8587203472852689 9.3394124843180162 14.142293017357586 19.563160452991728 3.5213343277573577 9.601139232516287 4.3298736438155201 20.516538288444281 8.6846737042069453 113.78708387538791 4.8588979914784458 7.3767267912626249 6.435916431248188 15.595105092972515 9.6352128684520739 9.09951353818178 4.500145211815834 1.4035652689635743 3.5983716510236263 1.3090291395783413
leaf_count=13 468 91 33 51 64 19 231 300 59 1194 25 165 214 121 43 21 37 135 86 708 15 38 52 221 58 38 33 15 71 14
internal_value=0.000174628 0.000563022 0.00186676 -0.00160484 -0.00117074 -0.0016671 -0.000415889 -0.0103802 0.00312975 0.0028031 -0.0083095 -0.00352035 -0.0042801 -0.000538898 0.0031151 0.00555952 -0.00843826 -0.00417329 0.000488271 -0.000992898 -0.0077036 -0.00291712 -0.00752195 -0.00967174 0.00331005 -0.00375354 -0.00122916 -0.0111506 0.000719592 -0.0117549
internal_weight=752.171 727.231 454.124 273.107 265.383 254.77 222.779 31.991 367.876 356.346 15.5471 86.2479 82.3228 43.3341 32.6856 29.1643 38.9887 24.8464 202.953 141.143 27.3562 18.6715 13.8126 19.8255 340.799 18.7347 9.35887 24.9402 5.00194 10.6484
internal_count=4633 4079 2203 1876 1785 1734 1370 364 1440 1407 117 763 750 364 185 142 386 172 1130 899 191 105 90 240 1290 96 58 554 86 179
is_linear=0
shrinkage=0.0130285


Tree=54
num_leaves=31
num_cat=0
split_feature=0 4 4 0 3 3 3 2 0 0 1 1 1 4 1 1 0 3 0 4 4 3 4 3 3 0 3 2 2 0
split_gain=26.9921 20.2633 19.7171 26.6038 9.33508 10.93 12.089 8.37303 11.0234 13.6959 8.57532 9.68572 12.7075 10.8326 16.3891 8.32244 12.8578 8.76875 8.31081 8.22695 7.89908 8.32703 7.39023 6.78904 8.82453 8.40623 7.75648 20.9251 7.94942 9.98299
threshold=102.75018128760001 44.749265482150008 44.202975721700007 75.381677519650012 0.075320000000000012 0.078385000000000024 0.079745000000000024 0.70681500000000008 93.972365491700018 86.09518316945001 70.74946416085001 71.053259929650025 71.830224329350003 40.767054867700004 81.339300736700025 61.917879202350001 85.619326080400015 -0.25215499999999996 91.625341543800019 36.558960102350007 42.081757894750005 0.087795000000000026 37.995872310650007 0.080545000000000019 1.0000000180025095e-35 86.103248543850015 0.093325000000000033 0.0027500000000000003 -0.093604999999999994 87.525442894850016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -6 -7 8 9 15 -10 -12 19 -14 -15 22 17 -17 -4 -13 -18 -22 -5 24 -11 -25 27 28 -27 -30
right_child=1 4 18 7 5 6 -8 -9 10 23 11 12 13 14 -16 16 20 -19 -20 -21 21 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=-0.012185110479472351 -0.0099986324319952871 0.0081106472806984752 -0.001200723098089668 0.010847867269691131 -0.0151095018071935 0.013807901456303116 -0.0076228917442143712 0.012991670073907386 -0.0084444535692937018 0.0036392618724590091 0.012936254282181623 0.01083597679006029 -0.0026990078981561846 0.0064639929271005526 -0.013471313296346965 0.0052124035397919603 0.0043525011764831822 -0.014357410529812945 -0.0093790635231670531 -0.014510729173785399 0.0028040572398436137 -0.013760332289263979 0.00068099274890160517 0.015285048393359691 0.012138012152250811 0.0072805139641621552 0.0057154040696370829 -0.017218483978229254 -0.00659825131576414 0.005189986199397421
leaf_weight=19.928077720105648 63.869133081287146 17.416431427001953 45.658073097467422 16.314530834555626 8.6390813812613505 7.5405953004956272 8.9178913123905641 11.478609167039393 18.192606694996357 35.547551825642586 9.2818747162818891 2.3330935314297667 62.442460685968399 62.956278204917908 7.1259655430912963 4.4289413355290916 34.017155759036541 17.992656067013741 33.394629955291748 13.42862495779991 9.1752073243260401 9.6819960847496969 34.709257520735264 9.3229286670684797 40.653319142758846 32.617313891649239 89.550123386085033 9.2554928213357908 22.717760324478157 21.902500733733177
leaf_count=344 889 73 286 49 112 36 84 32 132 122 31 13 342 205 77 19 112 182 327 138 36 63 148 22 130 97 284 71 105 72
internal_value=0.000270042 -0.00556233 0.00119047 0.00196711 0.00110237 -0.00376102 0.00219581 0.00245748 0.00224295 0.00341581 -0.000345422 0.000589681 -0.000183143 0.00107467 0.00443697 4.69612e-05 -0.00258556 -0.0104918 -0.00465554 -0.0107588 0.000767102 -0.00570072 0.00393179 0.00504274 0.00817336 0.0037558 0.00314523 0.000484217 0.00260556 -0.000811824
internal_weight=780.49 106.383 674.107 595.054 42.514 25.0976 16.4585 575.126 563.648 387.887 175.761 157.568 148.286 132.525 70.0822 126.32 75.296 22.4216 79.0527 15.7617 52.8744 18.8572 51.0238 261.567 76.2009 185.366 176.043 86.4931 77.2376 44.6203
internal_count=4633 1194 3439 2826 305 232 120 2482 2450 1512 938 806 775 624 282 609 412 201 613 151 211 99 197 903 252 651 629 345 274 177
is_linear=0
shrinkage=0.012459


Tree=55
num_leaves=31
num_cat=0
split_feature=1 1 3 3 2 0 0 3 4 2 0 4 0 1 2 3 4 4 3 2 1 3 2 2 1 2 0 1 4 1
split_gain=18.2917 10.3795 16.4677 19.9896 11.1984 9.45327 10.9494 9.12256 13.8562 15.631 9.12131 8.7757 10.839 8.67395 8.25922 9.01205 8.1128 6.76838 7.47584 9.63956 6.59063 6.2926 6.21868 11.5041 17.8253 8.57976 19.079 8.42659 8.0396 5.84923
threshold=89.89935142405001 70.348883899450016 1.0000000180025095e-35 0.079745000000000024 -0.23353499999999996 96.631250582750013 97.886760529650019 -0.15544999999999998 41.444941515100005 -0.124155 71.096275259750016 38.474425342400004 84.546631286350006 78.196493182200015 -0.10771499999999999 0.098085000000000019 36.772607578000013 45.044778924400006 0.078655000000000017 -0.088880000000000001 58.613764160050003 0.093185000000000032 -0.15962499999999999 -0.09280999999999999 89.541786492700012 -0.24023999999999998 102.21786657775002 82.815264250350012 44.749265482150008 64.108972578700019
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -7 10 9 -9 -6 21 -13 -8 15 -14 -15 -2 19 -19 -12 -5 25 24 -24 26 -18 -25 -29 -16
right_child=17 5 3 11 7 6 13 8 -10 -11 20 12 14 16 29 -17 22 18 -20 -21 -22 -23 23 27 -26 -27 -28 28 -30 -31
leaf_value=-0.010110988269258587 -0.014706047054956413 -0.0063883449759616941 0.011760975539652094 0.00078204312184642125 -0.01501771697657144 0.0054056847453684224 -0.0075462936166464127 -0.016544596387131506 -0.01930853812836214 0.0091253103545050479 0.018556854680128354 -0.0086678891126252249 0.0086757702139236125 -0.011821152801566913 0.001474706096035315 -0.0053341774225893757 0.01247563510790543 -0.015661097613194789 -0.015599939209252423 0.021047990249871674 0.0034332754984281542 0.010192521861596374 -0.015261975553522385 0.0050911318792304719 0.012298580902700293 0.015045231097057682 -0.017024407414257082 -0.014103892643658883 0.0073545854171932134 -0.0049096156550949175
leaf_weight=28.497558012604713 19.925598677247766 56.701711721718311 43.910003043711185 20.123914305120707 4.2213267274200907 48.98760886490345 37.683020871132612 6.4822919815778759 9.5235430747270566 12.94756204634905 6.254309829324483 19.703773271292448 47.223569430410862 9.933744188398121 140.14769876003265 10.159815922379492 9.4500785470008903 1.9646709859371183 3.8249039314687252 3.8656040802597982 32.585024192929268 36.243520557880402 18.367320582270626 45.060114439576864 5.5690582841634741 11.974064610898493 6.9124632738530627 9.3829243257641775 4.8088771328330031 32.121754750609398
leaf_count=249 480 538 157 99 85 172 276 125 99 37 31 178 148 160 559 45 25 39 67 26 124 105 218 194 17 31 81 90 16 162
internal_value=0.000185805 0.000616025 0.00186313 0.003247 -0.00295072 -0.00150374 -0.000173007 -0.000117242 -0.0059745 0.000561179 0.0038211 0.00202417 0.000937162 -0.00189026 0.00176126 0.00619529 -0.000135455 -0.0102127 -0.000939804 0.00867786 0.00586863 0.00683286 0.000905414 -0.00095436 -0.00884971 0.00636518 1.31484e-05 0.00223518 -0.00683271 0.000284271
internal_weight=744.557 714.977 450.146 349.634 100.512 264.831 208.129 72.0141 28.9534 19.4299 43.0607 305.724 249.357 159.142 229.653 57.3834 121.459 29.5808 9.65518 5.83028 38.8393 56.3674 111.525 83.1883 23.9364 28.3366 16.3625 59.2519 14.1918 172.269
internal_count=4633 4021 2203 1453 750 1818 1280 501 261 162 240 1296 1092 1108 914 193 832 612 132 65 155 204 672 535 235 137 106 300 106 721
is_linear=0
shrinkage=0.0134944


Tree=56
num_leaves=31
num_cat=0
split_feature=1 3 1 0 1 1 0 3 4 2 2 0 2 3 3 3 4 2 2 3 0 4 2 2 1 0 1 0 2 2
split_gain=16.07 9.99674 9.35819 12.5919 9.42886 7.19788 12.174 11.5871 8.32849 6.45326 5.55208 8.21616 7.29335 5.44828 8.33869 9.48905 12.712 8.60015 8.33309 8.70577 9.26067 8.3242 7.37833 6.36775 6.17079 5.44218 11.2943 6.83135 6.00735 20.3681
threshold=90.937096262400004 -0.27297999999999994 70.348883899450016 85.990333302400003 70.74946416085001 71.053259929650025 95.550490414250007 -0.089139999999999997 36.772607578000013 0.63131000000000015 0.17437500000000003 85.931187223550012 0.0027500000000000003 0.095830000000000012 0.08759500000000002 0.090850000000000028 39.683197198900011 0.09450500000000002 0.059500000000000011 0.074735000000000024 98.230883170350012 45.044778924400006 -0.59496499999999986 0.15915000000000004 80.677940036650014 91.109157582800023 67.606656606400023 90.321439350550008 -0.060989999999999996 -0.10040499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 10 -4 -6 7 -7 -8 13 11 12 -3 14 17 -16 -17 18 19 24 -21 -19 -15 -24 -10 27 -27 -5 29 -28
right_child=-2 2 4 25 5 6 8 -9 9 -11 -12 -13 -14 22 15 16 -18 21 -20 20 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0089642568490818954 -0.012720655092476585 -0.00021581613488633289 -0.019022710101361053 0.0045921626963834009 0.011511397366537305 0.0028241221919783309 -0.010317184008667709 -0.017928748296234372 -0.0024631821154036718 0.012963959976044251 0.0090500863709933217 -0.019823627327040023 -0.013507389045830973 0.0074068034507901942 0.013005763464002795 0.013472666418658746 -0.0096428068330622462 -0.02279663867045683 0.012225590500013359 0.0062722732444087425 -0.0098662461562095752 0.0074259654899531125 -0.012366591981473546 0.0080893145675276414 0.01120759895770751 -0.010573247488144977 0.0052828749274924074 0.013462975641141229 0.0089222793750341495 -0.030313073374820355
leaf_weight=25.068761467933655 22.212219297885895 122.32587228342891 6.9918543063104144 179.80688490718603 10.680369496345518 9.6826628744602221 17.565951518714428 18.827690362930298 14.889172200113537 9.7908608317375165 11.550395183265207 5.9332857057452193 10.667326632887123 8.3375097848474962 25.991492625325918 9.3601608946919459 14.281433135271071 7.6479357071220857 12.234367229044436 11.272928781807421 33.752627436071634 3.0217272043228149 23.066049885004762 4.2893176414072505 16.592477351427078 16.393642105162144 20.157130762934688 23.306776039302349 28.292101509869099 4.7139408364891997
leaf_count=238 554 792 91 663 51 53 228 300 83 35 45 42 115 29 82 31 94 70 33 40 338 11 169 20 60 101 79 64 85 37
internal_value=0.000190789 0.000596726 0.000948463 0.00235992 -0.001364 -0.00087266 -0.00142239 -0.0108807 -0.000150972 0.00076704 -0.00121995 -0.00207381 -0.00128193 0.000120618 0.00141622 0.00657691 -0.000490947 -0.00116037 0.000411922 -0.00147722 -0.00582569 -0.0142374 -0.00528947 -0.00915911 0.00474204 0.00433553 0.000613737 0.00561007 0.00406341 -0.00146381
internal_weight=728.705 706.493 681.424 423.147 258.277 251.285 240.604 28.5104 212.094 194.528 150.477 138.926 132.993 184.737 149.044 49.6331 23.6416 99.4112 88.7416 76.5072 45.0256 10.6697 35.6929 27.3554 31.4816 272.67 69.5568 203.114 53.1632 24.8711
internal_count=4633 4079 3841 2023 1818 1727 1676 353 1323 1095 994 949 907 1060 842 207 125 635 554 521 378 81 218 189 143 1029 302 727 201 116
is_linear=0
shrinkage=0.0154165


Tree=57
num_leaves=31
num_cat=0
split_feature=1 2 3 0 0 0 2 2 2 1 3 0 3 2 1 2 4 3 1 3 4 2 2 2 1 1 0 4 1 2
split_gain=14.0112 8.88554 23.1483 8.80438 10.3877 9.76254 8.04146 10.6129 14.2693 7.54736 7.47429 16.98 8.36003 8.62555 7.70705 7.5221 7.34311 7.94364 7.43551 9.20784 7.2129 19.7426 12.946 10.5471 16.3184 7.72485 7.54971 9.23349 6.83753 8.09724
threshold=90.937096262400004 -0.24150999999999997 0.091705000000000023 76.535026057600007 91.109157582800023 90.321439350550008 -0.15962499999999999 -0.059424999999999999 -0.016014999999999998 67.181880221750006 0.083555000000000032 109.30464220965001 0.092185000000000031 -0.11534 82.815264250350012 -0.14008999999999996 40.00488309970001 0.091385000000000022 75.424692849750016 0.08674500000000003 41.873095646600007 -0.075639999999999999 -0.078549999999999995 -0.102645 61.993156030000002 62.00390986255001 85.799452775150016 43.157831852650006 81.573196594050017 0.70681500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 -6 10 -9 -10 11 -8 14 15 16 -14 17 -12 19 -18 -5 22 23 25 -25 -22 -26 -28 29 -11
right_child=-2 3 -4 4 6 -7 7 8 9 28 12 -13 13 -15 -16 -17 18 -19 -20 -21 21 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=-0.011062894440908936 -0.010521041635841591 -0.0055895030792372201 0.0031797225120824713 0.0042667205594342133 0.005886667859721811 0.011701836117760111 -0.012580222770439136 0.0081731582928093044 -0.018986126570610717 -0.00067742771334276331 -0.011770926702131113 0.0075677477306784592 -0.010432786961886559 -0.011332345888835376 -0.017471974296844398 0.014224438231520543 0.0090134701306212213 0.013141272644610661 0.012498818003939654 -0.012304978316212816 -0.0046983287917454868 -0.0090235727320117018 0.014148680955642588 0.0081441699808869669 -0.018775987603837654 0.011786344247785487 -0.010916549037286206 0.0059297434297464089 -0.008990940777437402 0.012408797710669999
leaf_weight=38.171860292553902 20.716152619570494 33.240734927356243 41.024581212550402 158.89952084049582 30.942503653466702 21.13969998806715 34.658111520111561 38.027718614786863 4.0543170422315589 63.211458902806044 8.7706754654645902 9.1645860746502859 3.6451064273715019 21.872503474354744 3.2917382791638365 5.2053325846791285 8.0138125158846396 2.9685550630092612 17.381653800606728 6.2475943788886061 6.5968840755522278 31.173942573368549 15.33902172744274 15.852406002581118 8.5441038832068426 19.444660156965256 14.446690097451212 9.245736286044119 14.124862805008886 9.4132642336189729
leaf_count=418 554 421 183 580 144 62 421 136 38 336 82 43 31 185 40 19 32 10 48 70 35 200 63 58 78 54 76 28 155 33
internal_value=0.000146601 0.000464982 -0.00368507 0.000999476 0.00137601 0.00307655 -0.000443676 -0.00122702 0.00140355 -0.0014315 -0.00402278 -0.0083667 -0.00156322 -0.00689558 0.00194679 0.00406921 0.00342023 -0.00547126 0.00671888 -0.000325652 0.00242428 -2.39335e-06 0.00314086 0.000863136 -0.00279071 0.00761042 -0.00816797 -0.00434245 -0.000611066 0.00101875
internal_weight=714.83 694.114 79.1964 614.917 581.676 300.683 280.994 250.051 128.832 90.8039 121.22 43.8227 77.397 30.7229 46.674 8.85044 43.3823 11.7392 31.6431 14.2614 279.543 120.643 89.4695 74.1305 48.0889 26.0415 32.2365 23.6924 86.7496 72.6247
internal_count=4633 4079 601 3478 3057 1234 1823 1679 698 562 981 464 517 235 282 50 242 92 150 102 1172 592 392 329 240 89 182 104 524 369
is_linear=0
shrinkage=0.0131635


Tree=58
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 4 3 4 4 3 2 2 2 4 2 4 3 4 3 0 3 0 4 2 4 4 2 2 3 2
split_gain=28.3828 20.6196 23.1669 11.1152 10.682 9.53306 8.61592 12.1817 9.19796 8.04014 7.52353 17.481 14.0508 15.0208 10.8772 7.82259 7.64672 6.44636 9.44363 5.86341 5.82558 9.85346 9.10297 8.0013 11.1213 6.93831 10.8886 10.1097 7.56631 5.77922
threshold=98.230883170350012 84.546631286350006 44.578137159850009 90.937096262400004 78.196493182200015 36.772607578000013 0.099855000000000027 48.393869453650005 37.572218886150004 0.087700000000000014 -0.079369999999999996 -0.082654999999999992 -0.077085000000000001 42.081757894750005 -0.074029999999999999 43.182896969600009 -0.25587999999999994 45.044778924400006 0.080375000000000016 100.53758024625002 0.075320000000000012 104.22883325935001 45.921757303800007 -0.088880000000000001 42.388109226950007 40.890797847750008 -0.15734499999999998 0.059500000000000011 0.088075000000000028 -0.25105499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 10 4 9 -6 7 -1 -8 -2 11 16 -12 14 -14 -13 -3 -4 -19 -7 22 25 -21 -23 -25 28 -27 -28 -22 -18
right_child=3 2 17 -5 5 19 8 -9 -10 -11 12 15 13 -15 -16 -17 29 18 -20 20 21 23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0043355827253022299 -0.0085387879305378871 -0.0055900729212117395 -0.0083928658465263085 -0.0056510751353697685 -0.005903080639934416 0.0041860568790932796 0.0073188492703508586 0.0017183307147535102 -0.0026472340702534151 -0.0021797410542396109 0.0065944241913966578 -0.0071824354393703795 -0.0041035659339054903 -0.0015655832161002323 0.0031142563241493295 0.0031919415387599132 -0.00085333634600498411 -0.005288958185907449 0.0018127480385783166 -0.0010846015382040253 -0.0034161113127089688 -0.0077298705189327403 0.0060571509255900888 -0.0078802948512673044 0.0035038278347932729 0.004345264478493923 -0.0072028102903370092 0.003247903241858668 0.0048744259295783205 0.0020887724980592822
leaf_weight=55.24149576202035 12.348648142069576 6.0437329933047286 8.1088215522468072 27.628955509513617 11.890186514705418 12.179334856569765 7.5087889879941923 17.475374281406403 7.2897812500596046 22.251592665910721 29.418001174926758 14.341622672975065 8.7897461801767331 39.793857287615538 162.69331641495228 3.6397643536329261 31.658320635557175 16.37294186279178 13.767693523317574 16.62533034011722 5.8330812454223659 13.935941237956287 12.479163393378256 5.6746551766991606 8.6553559675812703 7.9802266806364051 14.027918361127382 5.0203122496604911 17.857166983187199 169.13830820843577
leaf_count=625 125 33 101 554 176 40 18 69 39 132 92 100 48 207 545 13 156 160 61 100 38 164 31 61 37 29 132 18 59 670
internal_value=0.000156681 0.000845422 0.00133733 -0.00193831 -0.00132317 -0.000504733 -0.00198614 -0.0028807 0.00240955 -0.00444925 0.00172581 0.000894493 0.00250231 0.00193253 0.00274429 -0.00508247 0.00141409 -0.00339076 -0.00204503 2.89672e-05 -0.000439448 -0.00133008 0.00197757 -0.00432018 -0.00100426 0.00033633 -0.00185208 -0.00444844 0.00283311 0.00162491
internal_weight=785.669 591.282 503.766 194.388 166.759 132.159 87.5154 72.7169 14.7986 34.6002 465.517 224.822 240.695 211.277 171.483 17.9814 206.84 38.2495 30.1406 120.268 108.089 78.9847 29.1045 28.266 14.33 50.7187 27.0285 19.0482 23.6902 200.797
internal_count=4633 2937 2186 1696 1142 885 751 694 57 257 1864 972 892 800 593 113 859 322 221 709 669 538 131 262 98 276 179 150 97 826
is_linear=0
shrinkage=0.00631991


Tree=59
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 3 4 3 4 4 4 4 1 4 2 2 3 2 4 1 0 1 3 3 4 1 0 4 1 2
split_gain=13.1888 7.84686 9.13189 8.55028 8.85849 6.79783 6.79751 6.83499 8.63968 6.50076 5.90795 7.51246 6.48204 5.83487 5.31186 5.08793 14.4927 8.55465 10.5178 8.52167 7.2756 8.23543 8.62431 6.85016 8.08691 6.07894 9.62698 5.91964 5.53628 4.86665
threshold=89.89935142405001 31.914316944300001 42.783136484500005 104.03526427400001 75.381677519650012 -0.222165 45.044778924400006 0.078655000000000017 48.96897326980001 42.388109226950007 42.684965421050009 42.620627117000005 62.116825104000007 42.982930821650008 0.70681500000000008 -0.237895 0.091705000000000023 -0.15962499999999999 49.247968080500009 89.721913187450014 107.99805155820002 82.299080289250014 0.070640000000000022 0.085910000000000028 43.157831852650006 62.041548276350007 85.799452775150016 43.663128814500006 62.425997789000007 -0.0025899999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -2 8 -8 -7 11 14 -12 -4 -6 16 -15 28 20 -20 21 22 -19 25 -25 -24 -27 -28 -17 -26
right_child=6 2 13 5 10 9 7 -9 -10 -11 12 -13 -14 15 -16 17 -18 18 19 -21 -22 -23 23 24 29 26 27 -29 -30 -31
leaf_value=-0.010218018577587184 -0.013399977625052826 -0.0098944889256895076 -0.009919190026517347 0.0065436708142756475 0.0018376532071495886 -0.014414270538465295 0.025379975177182702 -0.014150476189792009 -0.0059389409460921475 0.006248985194260692 0.011528325677948609 -0.012512291333759199 -0.0057817603656725551 -0.011932582807694268 0.012177087293114624 -0.00030204951714330472 0.0099448510439803534 -0.010507570540907056 -0.015774667331677344 0.016747466964647528 0.0097097647523952373 -0.015568175694670998 0.011935444950877321 -0.015274823690944012 0.0021865481046132065 -0.018850393981278645 0.011826093112980954 -0.00089739708163138023 0.0088521482307230889 -0.01172380694344243
leaf_weight=10.496393896639345 16.517195213586096 9.6575172990560514 12.385546196252106 4.8002525009214905 412.22169211879373 12.353864312171934 2.5621968172490579 3.2462553009390831 2.935860326513648 2.9248638376593581 18.481317199766639 5.5903388299047938 4.1069318912923327 18.37795074284077 7.8653109595179549 19.084024697542191 6.3211374133825293 11.981636226177214 11.986167985945936 1.3973702341318137 9.5822218507528287 6.2042358145117751 11.816261082887648 6.8462109938263884 23.183039732277393 3.2634639926254776 9.1882317364215869 14.875196076929567 22.199039280414581 4.6984338052570847
leaf_count=155 480 209 84 35 1867 200 19 67 46 16 76 37 25 236 28 88 24 118 186 3 30 87 42 51 120 27 27 130 78 42
internal_value=0.000147058 0.000474661 0.000641828 0.00156636 0.0019154 -0.00639391 -0.00869598 0.000189441 0.00865626 -0.0104586 0.00216984 0.00184024 0.00838105 -0.00164334 0.00203124 -0.00107705 -0.00633358 -0.000246419 -0.00199319 -0.012379 -0.000625608 -0.00170142 -0.000699323 0.000891547 -0.00313777 0.00446634 0.00123667 0.00396086 0.00462041 -0.000157549
internal_weight=707.15 681.889 671.392 478.002 457.923 20.079 25.2615 8.74431 5.49806 15.2787 448.266 425.677 22.5882 193.39 420.087 181.005 24.6991 156.306 115.022 13.3835 101.639 92.0567 85.8525 73.8708 34.7277 39.1432 27.3269 24.0634 41.2831 27.8815
internal_count=4633 4021 3866 2493 2242 251 612 132 65 216 2033 1932 101 1373 1895 1289 260 1029 863 189 674 644 557 439 213 226 184 157 166 162
is_linear=0
shrinkage=0.0124631


Tree=60
num_leaves=31
num_cat=0
split_feature=0 4 0 4 0 1 0 4 1 1 0 2 3 0 3 2 2 2 4 2 2 4 2 1 4 0 1 0 1 0
split_gain=31.365 21.9708 25.2987 19.1537 10.3574 9.91198 13.1938 13.32 10.2772 9.19423 10.0959 10.6688 9.40508 12.5684 9.17423 8.46969 13.8367 10.6258 10.9117 11.6471 10.9446 7.94255 7.79945 7.62414 7.50617 7.45252 7.47892 15.2873 7.71742 10.7105
threshold=102.75018128760001 42.783136484500005 75.381677519650012 44.749265482150008 100.19345760555002 64.369753017350021 86.681267041950008 41.965446242000006 65.036490633650018 80.677940036650014 122.35979489110001 -0.088880000000000001 0.074735000000000024 104.22883325935001 0.10487000000000003 -0.57826499999999992 -0.237895 -0.070854999999999987 49.247968080500009 -0.124155 -0.088274999999999992 43.219899330700009 0.70681500000000008 71.246828915000023 43.663128814500006 102.32271644485002 71.053259929650025 96.082805124100005 70.816675614150014 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 -1 -2 15 6 7 -4 -7 -5 11 12 -11 -14 -9 -3 23 18 19 -18 21 -21 25 -17 -23 26 28 -28 29 -10
right_child=3 4 5 9 -6 8 -8 14 22 10 -12 -13 13 -15 -16 16 17 -19 -20 20 -22 24 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0053233616451722112 -0.004394965515709527 0.0054928363898863195 0.0019371219769467915 -0.0066416744175639194 -0.0061890424439785532 -0.0064526238765423597 0.003823952034347352 -0.00082520332419950312 0.0017458896264140788 0.0046081089531719551 -0.0063811971826536525 0.0066869557895580575 0.0042430386327493765 -0.006676744340043457 -0.0091920624621762963 -0.0071937868952325406 0.003454694268303062 -0.0030911414522344885 -0.0043529553175137934 -0.0092656986155990068 0.0019553803711173266 0.003045144268843749 0.0057203722219435586 0.00026937387330998655 -0.0037846406740138835 0.0050316883174471964 -0.0056740509199543791 0.00017802020186864824 0.006616379548198395 -0.0031478091928712525
leaf_weight=17.499715149402618 67.34380155056715 6.207418091595172 125.4778792783618 5.0414714813232413 11.221223294734953 6.0136813558638087 88.776298075914383 23.186543017625812 86.658301971852779 8.4586506560444814 4.5843175873160353 10.911085657775404 4.9273462742567053 8.6880339868366701 4.7020787075161925 15.088556520640852 37.670737087726586 32.779505282640457 12.30037474259734 4.8956570401787713 26.887409858405604 7.1020228415727642 9.1555996909737569 5.5981272533535948 14.810425616800783 10.726111754775046 15.334840700030325 101.13197080790997 7.8355271443724623 15.768619924783705
leaf_count=268 889 18 445 46 117 41 276 115 299 25 69 35 20 110 36 179 130 246 116 41 106 27 26 36 136 28 146 465 22 120
internal_value=0.00012659 0.000560163 0.0011304 -0.00258171 -0.00111324 0.00135866 0.00214826 0.00117829 0.000601821 0.000284017 0.00121338 0.00226889 8.50557e-05 -0.00272492 -0.00223587 -0.000764538 -0.00101173 -0.000380665 0.000476391 0.00112655 -0.000506784 -0.00297623 0.000773846 -0.00517414 -0.00157105 0.000583122 0.000372669 -0.000592505 0.00139215 0.000992505
internal_weight=796.783 686.829 512.267 109.955 174.561 494.767 242.143 153.367 252.625 42.6109 37.5694 32.9851 22.074 13.6154 27.8886 163.34 157.133 136.446 103.667 91.3663 53.6955 26.8081 246.611 20.6867 21.9124 237.455 226.729 116.467 110.262 102.427
internal_count=4633 3439 2287 1194 1152 2019 872 596 1147 305 259 190 155 130 151 1035 1017 802 556 440 310 204 1106 215 163 1080 1052 611 441 419
is_linear=0
shrinkage=0.00546169


Tree=61
num_leaves=31
num_cat=0
split_feature=1 1 1 0 3 3 0 1 1 3 3 0 4 2 4 2 4 0 4 3 4 0 2 2 0 2 4 0 1 1
split_gain=12.7956 7.56331 8.59243 13.9926 6.77311 7.68203 8.04255 6.74559 10.3582 6.67183 6.77342 13.8552 8.61387 8.50833 6.60126 10.6725 6.41632 6.40008 6.2808 6.12923 6.10216 6.12664 6.06502 8.37628 6.02667 11.3224 5.44527 4.6741 8.37887 6.73425
threshold=89.89935142405001 54.884872733100003 64.369753017350021 86.09518316945001 -0.27118499999999995 -0.17949499999999999 89.237990724000014 62.095317438950012 62.041548276350007 -0.04931 -0.15148999999999999 85.823648898300021 38.983591653800012 -0.23353499999999996 41.489621506400006 -0.079789999999999986 45.921757303800007 110.98492854115001 45.044778924400006 0.078385000000000024 39.032633164100012 75.994645973400011 -0.18437499999999998 0.23643500000000003 122.35979489110001 -0.088880000000000001 38.474425342400004 110.27248713660002 87.313054702550019 86.751166953300014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 -4 16 -7 8 14 10 11 12 -3 -14 -5 -16 22 27 -2 -11 21 -12 -6 -24 25 -20 -21 28 29 -8
right_child=18 2 4 7 5 6 17 -9 -10 19 20 -13 13 -15 15 -17 -18 -19 24 26 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.015000536002115912 -0.014739634212211642 -0.016171584479952032 -0.011535932794025015 0.0096458749649286166 0.013815562460300667 -0.01100331578283704 -0.0005415085057951936 0.0079414534068636498 -0.0068797240507520695 0.012113767873408312 -0.015166957602398686 -0.02710723014350111 -0.003917827916011459 0.015050361335333431 0.005569474574680551 -0.015392526321877383 -0.0074949127655005374 -0.015004904503038263 -0.01594170748040696 0.0071016231286920401 -0.017220448943720608 0.012423574535340513 -0.0059327574738058239 0.014048039721159707 -0.01544715096762155 0.023839227055908414 -0.0013046342437449425 0.012230807595698837 -0.016601201825718934 0.015835413152193275
leaf_weight=5.895720347762107 15.872014019638302 3.5791406817734304 10.70546008273959 28.840432830154896 16.067886643111706 14.891973435878752 284.52285012416542 83.488434609025717 17.91662735491991 8.996599290519951 2.8421595990657833 3.2421252131462088 7.6701068654656472 10.773100160062308 16.586952187120918 6.3683835715055457 6.1932562403380862 5.7699097357690325 2.2322400696575642 17.884013161063194 12.096160303801296 3.2897447310388088 10.064855154603721 6.5696272589266291 3.1805328726768494 3.4512583613395673 79.483248572796583 5.4756701514124861 6.075243826955556 4.8379383794963351
leaf_count=137 480 67 91 88 45 156 1782 298 82 35 61 28 50 34 54 38 45 70 47 81 150 13 67 19 68 17 397 25 89 19
internal_value=0.000168005 0.00052168 0.000657412 0.00237705 -0.00074664 -0.000426212 -0.00112504 0.00530222 0.00214144 -0.000613405 -0.00515524 -0.000541334 0.00336969 0.00716193 0.00526194 -0.000245908 0.00535142 -0.000645367 -0.00955643 0.00124377 -0.0115502 -0.000364736 0.0077843 0.00195846 -0.000275333 0.00821494 0.000239392 -0.000370026 -0.000603573 -0.000267696
internal_weight=704.864 680.128 674.232 303.057 371.175 360.469 321.574 153.201 69.7124 149.856 43.4925 25.2645 22.0223 18.4432 51.7958 22.9553 38.8956 306.682 24.736 106.364 18.2281 6.1319 32.7024 16.6345 8.86403 5.6835 97.3673 300.912 295.436 289.361
internal_count=4633 4021 3884 1476 2408 2317 2141 560 262 916 403 179 151 84 180 92 176 1985 612 513 224 74 131 86 132 64 478 1915 1890 1801
is_linear=0
shrinkage=0.0137644


Tree=62
num_leaves=31
num_cat=0
split_feature=1 0 1 3 0 4 4 2 2 3 3 0 4 2 4 4 0 2 2 1 3 2 0 1 4 1 2 0 1 4
split_gain=28.0734 26.5452 14.3771 11.445 10.2308 10.0527 7.49255 9.87018 7.48261 8.22014 6.97416 6.95548 6.7192 8.86829 6.6428 9.63863 10.2901 9.00993 10.7712 8.77249 8.29028 7.80224 6.61211 7.5106 6.51006 6.38769 6.15747 5.79076 5.71278 5.60487
threshold=70.348883899450016 85.705356740550016 89.89935142405001 0.099855000000000027 95.217121606100008 38.238138001450004 48.393869453650005 -0.22386500000000001 -0.105535 -0.15148999999999999 -0.089139999999999997 93.972365491700018 35.119813570500007 -0.092084999999999986 42.580420142950011 40.722669576350008 103.75566462840003 -0.156745 -0.092084999999999986 80.538140213850014 0.098510000000000028 -0.0309 84.546631286350006 61.917879202350001 41.808689985400001 71.246828915000023 0.15915000000000004 78.252950803000019 82.815264250350012 40.890797847750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 6 10 25 7 -1 9 -9 -2 -3 -5 -14 15 16 20 -16 -19 -20 26 -22 -10 -24 -25 -6 -7 -11 -21 -17
right_child=2 11 -4 12 5 14 -8 8 22 27 -12 -13 13 -15 17 29 -18 18 19 28 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0064843406146804193 0.00061393199750193084 0.0024257624444753347 -0.0055164858463839722 0.0084400903138155559 0.0053211541495777658 0.0028105654980551142 0.0016019992921505598 0.010297106648417426 -0.0060451410251780632 -0.0079044755918874325 -0.0057319901695872368 -0.0017318575725764371 -0.0071498014949525502 0.0032379694975956121 0.0014071952451499691 0.0071992749754931761 -0.008218428767956051 -0.0076827941030919609 -0.0047636636246858556 0.0069146003620506593 -0.0093325223266073794 0.0017221267029091175 0.0048083584676167461 0.0027070121522339537 -0.0056846648426209009 -0.0043701897375746663 -0.0050702378447898076 0.0028121222096287603 -0.0013311079985061191 0.0020723296267669855
leaf_weight=26.829611912369728 10.488433994352816 323.05220872908831 32.880583666265011 6.5435194075107601 3.3012694865465155 33.556828483939171 17.795847311615944 4.2650601118803015 18.224271785467863 3.3234944790601713 28.40036279335618 18.834533005952835 4.8424079641699835 14.578241705894467 31.63779653608799 11.4700705781579 7.1659745015203944 15.600908868014811 13.046064853668215 7.2851477339863759 6.6518587842583656 4.9068629518151266 7.4731166437268284 5.9495389908552196 13.073534414172171 33.865672253072262 5.0441306307911864 6.778897151350975 7.5857417285442352 53.049673072993755
leaf_count=361 59 1134 612 15 9 121 73 12 219 44 371 96 30 54 162 31 81 179 80 18 46 20 21 19 100 341 33 25 40 227
internal_value=0.00020706 0.00122494 -0.00136187 -0.0013371 -0.00086159 -0.000336987 -0.00232565 -0.00313917 -0.00162026 0.00255511 -0.00402047 0.00219672 0.00261166 0.000647849 0.000261528 0.00122064 -0.000763754 -0.00129343 -0.0032568 -0.000783417 0.000301245 -0.00463965 -0.00296169 -0.000840867 -0.00306014 -0.00350938 0.00178075 -0.000713434 0.00270841 0.00298378
internal_weight=777.502 471.564 305.937 129.678 273.057 234.168 103.713 85.9175 59.0879 14.3675 38.8888 341.887 25.9642 19.4206 197.001 121.845 57.3257 75.1557 43.5179 27.917 50.1597 11.5587 44.7205 26.4962 19.0231 37.1669 38.601 10.1024 14.8709 64.5197
internal_count=4633 2203 2430 973 1818 1388 874 801 440 81 430 1230 99 84 1038 559 301 479 317 138 220 66 359 140 119 350 154 69 58 258
is_linear=0
shrinkage=0.00665049


Tree=63
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 3 1 0 1 1 0 4 2 2 3 0 1 4 3 4 2 3 1 1 0 1 4 3 3 3
split_gain=32.262 30.5309 14.5135 12.7941 11.0392 10.7519 7.50711 7.29108 10.954 8.71758 7.05668 6.93045 10.1366 7.11537 7.75149 7.4065 9.30563 6.80744 6.70363 6.18355 8.08918 6.69719 5.86038 15.9852 5.82862 4.98118 4.94249 4.76235 11.7517 9.84912
threshold=70.348883899450016 85.705356740550016 89.89935142405001 95.44832900530001 38.238138001450004 0.099855000000000027 71.246828915000023 98.230883170350012 75.629015667650023 71.830224329350003 93.972365491700018 48.393869453650005 -0.22386500000000001 -0.105535 -0.15148999999999999 84.546631286350006 61.917879202350001 41.808689985400001 -0.20885999999999996 35.119813570500007 -0.092084999999999986 0.10602000000000002 71.053259929650025 70.816675614150014 78.252950803000019 61.993156030000002 48.96897326980001 0.087475000000000011 0.09117500000000002 0.075320000000000012
decision_type=2 2 2 2 2 2 2 2 2 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 18 6 11 -5 9 -9 -6 -3 12 -1 14 -14 -15 -17 -18 -2 -7 -21 -22 23 -20 -16 -19 -13 29 -29 -10
right_child=2 10 -4 4 7 19 -8 8 27 -11 -12 26 13 15 24 16 17 25 22 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0060463935176132029 0.001296827289650462 0.002406129339922734 -0.0052463868300914093 0.0054733309792741993 -0.0046728020039383611 0.007578383147847245 -0.0042408470959479413 -0.0067260657764794743 0.0016943464739671409 0.0027560479262638601 -0.0014646865617162354 0.0043002001647170305 0.0092696668653889109 -0.0056899472861657793 -0.0073857048694850854 0.0051492452583586628 0.0025850435503812336 -0.0010537062678095722 -0.00754971294562735 -0.0063547981663078668 0.0058447707886561005 -0.0029532173429221535 -0.0067738700803484765 0.0069219208793493458 0.0025842946206455371 -0.0086694708854146603 -0.0022190663709699427 0.0054644558516030494 -0.00075182475950290968 -0.0031142246552932442
leaf_weight=27.161741577088833 7.7646387517452231 327.94885145872831 32.50511671975255 3.3457077145576468 6.746507227420806 6.3265017718076733 34.027045618742704 10.137278787791727 27.955400019884109 58.463325545191765 19.083393879234791 9.7227947264909762 4.2826000005006781 18.66989640891552 3.3194811344146711 7.6641635894775417 5.9749371707439449 5.8174660131335241 6.9864936918020231 4.8876320719718978 9.6788565292954392 5.0372193902730951 24.456098105758429 5.0246294438838959 6.9384095072746277 7.5648040249943733 8.2155381441116315 17.764198742806911 33.8052698969841 39.154749792069197
leaf_count=361 34 1134 612 9 44 15 337 93 123 197 96 30 12 219 44 21 19 32 83 30 25 29 315 17 25 68 43 55 182 329
internal_value=0.000225783 0.00123176 -0.00133571 -0.000874524 -0.000291648 -0.0013103 -0.00337121 0.000301526 -0.000551935 0.00198747 0.00219327 -0.00218901 -0.00290813 -0.00149291 0.00227726 -0.00269271 -0.000621827 -0.00290679 -0.00392385 0.00225912 0.000542488 0.00283328 -0.00503544 -0.00149577 -0.000642024 -0.00535879 0.00131446 -2.45578e-05 0.00138951 -0.00111117
internal_weight=786.431 478.294 308.136 275.631 231.399 131.262 37.3728 194.027 128.817 65.2098 347.032 105.332 87.3935 60.2318 14.5405 45.6913 27.0214 19.3572 44.2319 25.9302 19.6037 14.7161 36.4672 12.0111 10.2579 13.3823 17.9383 118.68 51.5695 67.1101
internal_count=4633 2203 2430 1818 1369 973 346 1023 782 241 1230 874 801 440 81 359 140 119 449 99 84 54 415 100 69 100 73 689 237 452
is_linear=0
shrinkage=0.00618797


Tree=64
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 1 3 3 0 1 3 1 3 1 0 1 1 0 3 1 4 3 4 2 1 1 2 2 0 3
split_gain=39.2193 35.3974 16.948 15.2114 13.6253 11.5275 18.4468 11.807 10.4746 9.22214 9.05382 8.3286 7.69639 16.4548 7.5632 9.95956 9.74685 7.48463 7.24034 7.22752 8.6311 6.86086 5.97549 7.47418 5.92128 16.0738 5.82728 11.5637 9.15534 8.6858
threshold=70.348883899450016 85.705356740550016 90.937096262400004 95.44832900530001 38.238138001450004 61.917879202350001 1.0000000180025095e-35 -0.17949499999999999 85.619326080400015 55.782817748650011 -0.10978499999999999 71.246828915000023 0.079025000000000026 59.98487780655001 98.230883170350012 75.629015667650023 71.830224329350003 93.972365491700018 0.091510000000000022 58.309968391300011 42.081757894750005 -0.20885999999999996 38.983591653800012 -0.23353499999999996 71.053259929650025 70.816675614150014 -0.094409999999999994 -0.156745 99.198728097250012 0.074735000000000024
decision_type=2 2 2 2 2 2 2 2 2 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 21 11 6 9 -7 -9 -1 22 -5 -8 19 16 -16 -6 -3 -10 20 -14 -2 -11 -24 25 -23 27 29 -29 -17
right_child=2 17 -4 4 14 7 12 8 18 10 -12 -13 13 -15 15 26 -18 -19 -20 -21 -22 24 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0079064383761744284 0.0010123433798576885 0.0026390145751459602 -0.006022261333663478 0.0058659043252595657 -0.0051173258520079987 0.0028856295217569677 0.0089788582272610357 -0.0072901019612034096 -0.0050261995029172611 -0.0045110557529226937 -0.0074192400886099403 -0.0046725074659081066 0.0044105647867778933 0.0049706152293603591 -0.006759114649494905 0.0042321225694469241 0.0028889221162709416 -0.0014665300609577718 0.0051120060178285829 -0.0082808719798829183 -0.0085612843021531642 -0.0078968878927338591 -0.0011949094900166567 0.0082113819407713222 -0.0071953994554812689 0.0069433310966675503 0.0011769913187428477 0.007808441986082622 -0.0072646340020411778 -0.0019160173198404385
leaf_weight=12.198010690510271 8.0398236811161023 336.22655022144318 31.16183065623045 3.3625280708074561 6.9865152835845938 8.8058814182877523 6.8008143156766883 29.975930597633123 5.9771531969308835 5.6124169230461147 7.0142667442560223 37.17304364964366 6.621848940849306 24.390294283628464 9.9708120152354223 14.920841127634047 59.49721122533083 19.306913584470749 5.6198362708091736 6.962173953652381 3.0948278978466988 7.3469660766422731 7.2252275720238686 6.6892640963196737 26.664891976863146 5.0734147131443024 67.988030102103949 1.8393146991729761 16.710826553404331 25.761473417282104
leaf_count=168 34 1134 554 9 44 38 14 325 36 73 63 354 27 72 93 51 197 96 16 55 30 83 38 18 315 17 321 5 178 175
internal_value=0.000210758 0.001349 -0.00152758 -0.00104682 -0.000403166 -0.00142043 -1.74148e-06 -0.00385938 -0.00528809 -0.00329141 -0.0011704 -0.00379832 0.00266045 0.00161416 0.00027254 -0.000587654 0.00204758 0.00241607 -0.000113282 -0.00329414 0.000278942 -0.00438232 0.00107424 0.00332708 -0.005492 -0.00183503 -0.00010397 -0.00157428 -0.00577008 0.000338904
internal_weight=815.019 492.521 322.498 291.336 244.211 136.988 86.6091 50.3788 41.5729 38.7392 26.5412 40.5356 47.87 41.0691 203.675 137.191 66.4837 355.533 11.597 16.6789 9.71668 47.1251 19.5269 13.9145 39.0853 12.4204 127.22 59.2325 18.5501 40.6823
internal_count=4633 2203 2430 1876 1427 973 558 415 377 360 192 363 198 184 1064 823 241 1230 52 112 57 449 129 56 415 100 730 409 183 226
is_linear=0
shrinkage=0.00641236


Tree=65
num_leaves=31
num_cat=0
split_feature=1 0 1 1 3 1 3 3 0 0 4 3 3 3 1 0 3 3 3 1 1 0 1 4 1 3 2 2 3 3
split_gain=15.0647 14.2205 9.10169 8.48087 10.0712 8.38274 8.27903 7.58407 9.69015 7.01134 6.59459 6.42184 6.35323 9.11768 6.81286 11.4403 9.62688 6.10439 6.0687 11.527 6.99375 5.98981 8.75486 6.3859 5.20076 5.0602 9.08617 11.1241 6.30416 10.9538
threshold=70.348883899450016 85.705356740550016 90.937096262400004 61.917879202350001 1.0000000180025095e-35 70.74946416085001 -0.17949499999999999 -0.10978499999999999 71.096275259750016 85.619326080400015 33.036871954450007 0.091510000000000022 0.4149000000000001 0.12001500000000002 71.053259929650025 95.550490414250007 -0.089139999999999997 0.10052500000000002 0.079025000000000026 59.240174904450008 58.309968391300011 98.230883170350012 77.209829048350016 36.772607578000013 58.613764160050003 0.087700000000000014 -0.24023999999999998 -0.15962499999999999 -0.245505 0.075320000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 7 -2 -5 8 -1 -8 -7 -11 13 14 -12 16 -16 21 -6 20 -20 -17 -23 -24 -10 26 -25 -28 -29 -30
right_child=2 -3 -4 6 18 10 9 -9 24 11 12 -13 -14 -15 15 17 -18 -19 19 -21 -22 22 23 25 -26 -27 27 28 29 -31
leaf_value=-0.016541118335237262 -0.017777239520876603 0.0035694649217528633 -0.011769615712191739 0.0056870423321572078 0.018540421031429589 -0.01727481321912825 -0.015066127909306271 -0.016958493409241597 0.0082399111236023514 -0.011741920530381368 0.01025040492357821 0.010343812182255423 -0.021094065323568667 0.011323612833620164 0.00080230879466529836 0.0043255986872942614 -0.016954053772203291 -0.0087188508134600027 0.00045748344066419113 0.0092617393209962415 -0.020798027436134601 -0.012782764040472147 -0.016858360572024455 -0.018381442249738266 -0.012871857144195555 0.0052668645525930334 0.012667218662754644 -0.020950687193213722 0.0079903923953606373 -0.0067677318820736016
leaf_weight=6.4140049852430847 6.7113045118749133 319.40554045140743 20.486902484670281 8.2564160190522653 6.2353464737534514 5.3542407043278208 23.937279731035233 9.026733707636593 14.177883844822647 5.8337723240256292 10.49086871370673 5.4458580613136292 3.2783159874379626 12.998249668627976 10.256813403218986 54.280474171042442 17.98865757137537 17.71795242652297 8.9019975699484331 23.415550962090492 5.2735758461058131 13.166111323982475 4.6779609806835643 6.3097684979438702 3.0297957062721244 33.647795259952545 12.044946141540995 3.8544647060334531 16.748209677636652 30.089337565004826
leaf_count=145 91 1230 554 38 14 95 325 106 76 36 49 16 30 52 61 201 295 131 57 76 51 116 81 78 33 166 39 40 69 282
internal_value=0.000266954 0.00195689 -0.0023838 -0.00233716 0.000595202 -0.00164314 -0.00749555 -0.00555461 -0.00119676 -0.0105861 -0.00121499 -0.00107883 -0.000867632 -0.000596177 -0.0012661 -0.00181333 -0.0105062 -0.000538081 0.00517649 0.00295978 -0.00744996 0.000291042 -0.00152578 -0.000145443 0.00452271 0.000615867 -0.00165065 3.20462e-05 -0.0029702 -0.00149051
internal_weight=719.456 439.354 280.102 119.948 76.4749 259.615 43.4733 32.6484 23.6217 35.2169 252.904 11.2796 247.55 244.272 231.273 220.782 28.2455 192.537 43.8265 37.5911 14.1756 174.819 120.539 107.372 17.2077 102.695 69.0467 62.737 50.692 46.8375
internal_count=4633 2203 2430 973 558 1876 415 360 254 377 1785 52 1690 1660 1608 1559 356 1203 198 184 108 1072 871 755 109 674 508 430 391 351
is_linear=0
shrinkage=0.0146266


Tree=66
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 3 3 1 3 0 1 0 4 3 3 1 1 4 3 0 1 1 0 0 4 4 3 0 1 1
split_gain=17.7906 16.8216 9.9936 9.17093 8.91739 10.6073 8.58306 7.81907 8.78305 7.6886 7.23723 14.2294 10.0186 9.37896 6.43531 12.6199 7.76784 7.93953 6.43426 6.09323 7.13593 5.66243 5.26105 5.15465 4.77883 13.0919 4.60561 8.2698 4.39468 4.27314
threshold=70.348883899450016 85.705356740550016 90.937096262400004 70.74946416085001 61.917879202350001 1.0000000180025095e-35 -0.17949499999999999 55.782817748650011 -0.10978499999999999 85.619326080400015 71.053259929650025 95.550490414250007 38.238138001450004 -0.089139999999999997 0.079025000000000026 59.240174904450008 58.309968391300011 42.081757894750005 0.091510000000000022 98.230883170350012 75.629015667650023 58.613764160050003 93.972365491700018 94.770837556450019 48.109449608500007 48.914776625700007 -0.25587999999999994 76.535026057600007 69.999384342500022 73.007768990450018
decision_type=2 2 2 2 2 2 2 2 2 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 21 -8 -5 13 29 -12 -7 16 17 -16 -11 -14 -21 26 -3 28 -4 -26 27 -9 -24 -13
right_child=2 22 24 10 6 14 9 8 -10 18 11 12 19 -15 15 -17 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.012384458150853039 -0.012929451932036309 0.0031024125193110626 -0.011225305032829177 0.0074928552523259645 0.0040162201730870326 0.013437447390675396 -0.010950174302981201 -0.0088751837682255249 -0.011608332159556404 -0.0082002381768412694 -0.00011862894060527034 0.0043131679499841995 0.00337960317708671 -0.012280780919947025 0.0069861543765315885 0.0067808789106060564 -0.015307019243272752 -0.013925014091453755 0.007599864754964704 -0.010307298670692622 -5.8229212203196496e-05 -0.009449803287635089 -0.0019252645907641163 0.0030261368346877599 0.024714875588104881 -0.011567842452491289 0.011780154930962209 0.012898740982053512 -0.016343073235257612 -0.0071495967317680917
leaf_weight=9.0817114636301977 7.1674940586090079 305.08147448301315 17.03618070110679 10.698251746594904 8.4193636327981931 6.3527801036834708 24.964934021234512 4.6564371809363383 6.3515977002680328 5.824658736586569 10.715089533478023 4.0704893171787253 58.583908304572105 19.700993608683348 6.2795491814613325 23.822563119232655 5.5513894557952872 2.9076225124299526 5.4709954112768173 7.942198082804679 116.62366814538836 3.416501745581626 5.4640939161181468 8.9932729005813581 1.6306597925722588 3.2744115926325321 6.8438784666359425 3.236218124628067 4.0140131041407585 28.36821536719799
leaf_count=168 91 1134 468 51 38 14 325 53 63 36 64 18 216 300 27 76 51 30 16 73 730 39 29 38 15 71 30 7 29 333
internal_value=0.00021737 0.00152149 -0.00182101 -0.00125688 -0.00176881 0.000354886 -0.00550003 -0.00409245 -0.00101933 -0.00770961 -0.000930968 -0.0012973 -0.000352188 -0.00799625 0.00368058 0.00207317 -0.00553609 0.000368037 -0.000547535 0.000596981 -0.0007117 0.00268567 0.00277414 -0.00264768 -0.00860537 0.000494116 0.00549915 5.27584e-05 -0.00803126 -0.00571122
internal_weight=732.545 446.733 285.812 263.87 123.18 78.5002 44.68 33.5863 24.5046 36.2606 256.703 246.005 215.588 30.4161 44.9139 38.5611 14.7386 9.18717 11.2957 183.15 124.566 18.153 323.553 18.4714 21.9413 4.90507 14.7365 7.89266 9.47811 32.4387
internal_count=4633 2203 2430 1876 973 558 415 360 192 377 1785 1734 1370 364 198 184 108 57 52 1019 803 129 1230 96 554 86 90 60 58 351
is_linear=0
shrinkage=0.0104622


Tree=67
num_leaves=31
num_cat=0
split_feature=0 4 4 0 1 2 0 0 2 2 2 0 1 0 0 0 4 0 0 0 3 4 2 2 1 0 1 3 4 2
split_gain=13.6632 14.4912 11.4962 16.2296 8.0562 7.15263 7.33473 6.95407 8.36149 6.30855 6.18899 5.71495 5.59672 10.8085 11.2267 8.89639 8.60271 6.31944 6.03687 8.63637 7.75835 12.6752 10.8448 9.79677 5.74224 7.00172 7.00881 5.49335 5.36026 5.32969
threshold=102.75018128760001 44.749265482150008 44.461493122800007 75.381677519650012 80.677940036650014 -0.61402999999999996 81.90387694410002 122.35979489110001 -0.088880000000000001 -0.156745 0.70681500000000008 110.98492854115001 66.859265246100009 91.886121982450007 90.321439350550008 86.09518316945001 37.995872310650007 86.103248543850015 90.321439350550008 89.861713010250014 0.08079500000000002 41.319407281650008 -0.079369999999999996 -0.083330000000000001 61.885617704800005 82.605564516150011 63.452988794850008 0.25799500000000009 37.995872310650007 -0.117885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 -4 -7 8 9 11 12 -6 15 14 16 24 -14 -17 19 20 22 -22 -19 -23 28 -26 29 -15 -5 -27
right_child=1 4 5 10 7 6 -8 -9 -10 -11 -12 -13 13 27 -16 17 -18 18 -20 -21 21 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.013420110599428488 -0.010414188862733242 -0.016698021094764148 0.019222623664591432 0.011723514160968125 0.0098482823906369376 0.0015626591722791953 -0.0091018500114557008 -0.016621064131185109 0.017234627304226709 -0.017929560046794805 0.014183402887617914 -0.011818855576586606 0.016255336721540267 0.0013595483923367854 -0.026014817182273289 0.017766035472039428 -0.016636877671184821 -0.0041526300028315354 0.011168479468893378 -0.013146960026999265 0.0074501890861398724 0.0045546997680220788 0.014195118342532221 -0.0078867185910988912 -0.018627138488647051 -0.016392421836281545 0.012968634347363282 -0.015021215632526242 0.0006231544558661711 -0.0013315462883275295
leaf_weight=15.18621753528714 50.583632918074727 4.5246230438351622 2.6470588371157637 14.658341471105812 11.463008845224978 20.924867734313011 44.662771835923195 3.1124197244644156 10.645519390702249 3.3033234532922497 9.2980646640062314 3.5141902416944495 3.7045837342739087 197.91755239665508 6.9029671847820282 8.4669516086578351 3.3414944335818291 9.2992553301155549 26.672773398458958 6.5816036090254775 53.200505271553993 24.230797030031674 30.34067514538765 33.067432098090656 5.428307842463254 5.6862061843276015 7.0390007421374312 4.6290707178413859 27.916966192424297 59.659805029630661
leaf_count=348 889 46 6 49 65 121 461 69 35 52 32 38 9 1029 61 22 32 40 81 34 173 81 111 154 68 51 23 37 128 288
internal_value=0.000250944 -0.0052609 0.00102386 0.00173386 0.00186849 -0.00473267 -0.00569948 0.00449054 0.00676213 0.000663554 0.00216158 0.00476439 0.00195018 0.000113591 -0.0125422 0.00322356 0.000656709 0.00521103 0.00463138 0.00351881 0.00424939 0.00222558 0.00989086 -0.00262538 5.61993e-05 -0.00234508 -0.00112405 0.000985177 0.00444492 -0.0026421
internal_weight=708.61 87.1467 621.463 553.229 36.5631 68.2347 65.5876 32.0385 28.926 18.2805 538.042 14.9772 528.744 216.496 13.949 312.249 7.04608 191.86 183.393 156.72 150.139 110.499 39.6399 57.2982 120.389 77.8133 72.385 202.547 42.5753 65.346
internal_count=4633 1194 3439 2851 305 588 582 259 190 155 2503 103 2471 1168 102 1303 41 696 674 593 559 408 151 235 607 430 362 1066 177 339
is_linear=0
shrinkage=0.0148642


Tree=68
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 3 4 4 2 2 2 0 1 0 0 1 2 2 2 2 0 4 1 0 4 1 2 3 4 0
split_gain=12.1582 7.35755 8.07224 7.37185 7.15728 6.67881 6.25201 5.43711 5.3918 14.5674 14.3983 7.22505 7.76784 10.0851 8.27187 8.87379 8.22652 7.15794 7.18054 8.02503 6.94796 6.50212 6.86682 8.92929 19.5104 6.19143 5.73858 5.38931 5.67679 5.27873
threshold=89.89935142405001 31.914316944300001 42.783136484500005 104.03526427400001 75.381677519650012 -0.222165 42.388109226950007 45.044778924400006 -0.079369999999999996 -0.084729999999999986 -0.077085000000000001 84.226704768850013 81.339300736700025 101.91675926715001 97.886760529650019 78.728807892050014 0.19977000000000003 -0.070854999999999987 -0.053874999999999999 -0.043559999999999995 86.036037090600004 42.081757894750005 63.910026677050006 94.770837556450019 38.171717059500004 65.644082171150004 0.26597500000000007 0.078655000000000017 48.96897326980001 101.91675926715001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7 -2 9 29 -10 -12 13 14 17 16 -16 20 -19 -20 -13 22 -21 24 -24 -22 -26 28 -9 -6
right_child=7 2 -4 5 8 6 -8 27 10 -11 11 12 -14 -15 15 -17 -18 18 19 21 25 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.011425554942670344 -0.015088330379881436 -0.010675419448237801 -0.0017373674745866936 0.0078629529474645958 0.0022367621252713634 -0.016242523350882731 0.0068944608275032931 0.021129463463447878 0.014437119830649716 -0.011221011743948964 -0.009118901346821074 0.0076654344872259727 -0.012498160011111394 0.015620459074863627 -0.018498514311041946 0.0076835946495321878 0.0067745334454642828 0.010897346775708571 -0.011005472115309388 0.009320109721185724 -0.023035255532458422 -0.0045292740109232447 0.0083704988137177812 0.0093311312231102467 -0.018985038814922466 -0.0019252560419641301 -0.0006445593660721799 -0.016295255224727412 -0.0073062368286931634 -0.013429287562395927
leaf_weight=10.122064325958489 14.691578460857274 8.6450540870428068 187.49041275680065 4.6924306116998222 177.65296564996243 11.649445731192825 2.9394485503435126 2.887708902359007 22.994086630642414 18.898274071514606 10.005770437419413 5.8946997970342663 6.1456651687622061 13.29084739089012 10.336083956062796 6.7347394227981559 3.4532766938209525 31.266768664121614 7.4143013656139223 48.844539672136335 5.0308305546641332 14.940193232148884 16.260907247662544 20.320293426513672 11.542419601231815 6.275192741304636 4.8775460198521605 2.9930038191378117 2.7590991631150246 4.4304829351603976
leaf_count=155 480 209 1373 35 809 200 16 19 93 121 68 18 55 39 86 22 14 94 35 156 34 80 50 71 81 35 31 67 46 41
internal_value=0.000220446 0.000569669 0.00075307 0.00173705 0.00210068 -0.00684881 -0.0115808 -0.00984022 0.00234799 0.000625984 0.003757 0.00265393 0.00320793 0.0036754 0.00285363 -0.00565486 -0.0121694 0.00386499 0.00482508 0.00329642 -0.00481273 0.0042044 0.00548558 0.00195177 -0.00263657 -0.0113186 -0.013537 -0.000916068 0.00723543 0.00185557
internal_weight=695.48 672.149 662.027 474.536 455.255 19.2813 14.5889 23.3314 446.61 200.982 245.628 222.634 212.628 206.483 193.192 20.5241 13.7894 172.668 155.467 124.2 17.2007 116.786 101.846 53.0012 32.6809 11.306 16.42 8.63981 5.64681 182.083
internal_count=4633 4021 3866 2493 2242 251 216 612 2033 971 1062 969 901 846 807 122 100 685 598 504 87 469 389 233 162 69 112 132 65 850
is_linear=0
shrinkage=0.0141766


Tree=69
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 3 1 0 3 0 0 1 1 1 3 1 4 1 1 0 3 2 1 2 3 3 3 2 1 3
split_gain=27.5187 24.3776 13.2161 11.6881 9.49875 8.21781 9.37747 17.7851 7.77913 7.98845 10.5175 7.71702 9.12777 8.94688 7.20183 6.82424 23.5312 8.09319 8.86535 8.95189 6.98783 6.81757 11.195 6.4674 9.37287 10.4598 12.3498 8.33735 7.85295 6.56376
threshold=70.348883899450016 85.990333302400003 90.937096262400004 95.44832900530001 37.232443001650005 -0.04931 61.917879202350001 85.619326080400015 -0.15544999999999998 85.823648898300021 71.096275259750016 64.369753017350021 62.095317438950012 62.041548276350007 -0.20885999999999996 66.235542959850008 38.621016321050007 66.859265246100009 68.20618276945001 90.60910437050002 0.090465000000000031 -0.071969999999999992 62.00390986255001 -0.051199999999999996 0.074735000000000024 0.083555000000000032 0.089850000000000027 -0.59496499999999986 81.761388663200009 0.070640000000000022
decision_type=2 2 2 2 2 2 2 2 2 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 14 -5 8 -7 -8 9 10 -1 12 13 21 -2 16 20 -17 19 -19 -13 22 -3 24 -6 -26 28 -28 -27 -25
right_child=2 11 -4 4 23 6 7 -9 -10 -11 -12 15 -14 -15 -16 17 -18 18 -20 -21 -22 -23 -24 29 25 26 27 -29 -30 -31
leaf_value=-0.0081292560705340921 0.0016697936249004915 -0.0037529697668471935 -0.0063097274129118057 -0.0045084079974497294 0.0025616672958919165 0.0024992523808422457 -0.0072611318682756993 0.0008909305255714625 -0.0064746681285288744 -0.012581115297292887 0.0020037607583589844 -0.0033723220261279189 0.0049383513627197003 -0.0022656710077991835 -0.0057724726145436831 0.0061686807594041968 -0.011043691686286975 0.0048542102520107789 0.0024030720055340962 -0.0063773465120614704 0.0058437023593744418 0.0053030680305289762 0.0053573363182146515 -0.0027875052960121159 -0.0054690317815985039 0.0048843465908058846 0.0024605678261768976 -0.0045979936109454564 -0.005301330208174102 0.0027242936122646418
leaf_weight=6.4069876521825782 7.9953228905796996 14.482594110071661 25.610052768141031 24.793694399297237 31.258670374751091 51.212506800889969 19.178102802485228 44.394894361495972 20.912851575762033 2.7522385865449897 25.63816686719656 6.2286510691046777 95.85380245000124 20.97595089673996 34.953851152211428 19.058959320187569 9.3952769264578802 4.8762247189879444 54.814687199890614 13.069130949676035 12.145209886133669 32.314975239336491 12.642237305641173 13.068611964583395 28.865893237292767 23.487657845020298 11.289147354662417 32.430806517601013 4.5162202790379515 62.618166774511337
leaf_count=121 34 67 554 277 144 216 208 175 272 22 134 27 302 91 415 50 63 14 197 85 31 93 35 76 282 77 41 216 43 271
internal_value=0.000218928 0.00129506 -0.00144899 -0.000996779 -0.000370044 -0.000835506 0.000246469 -0.00156831 -0.00306481 -0.00101552 -2.21965e-05 0.00252285 0.0034639 0.00170638 -0.00438704 0.00113578 -0.00193706 0.00206511 0.000990207 -0.00332544 0.00271951 0.00310809 0.000493127 0.000124356 -0.000821802 -0.00187323 -0.000426065 -0.00277537 0.00324169 0.00177259
internal_weight=767.242 466.353 300.888 275.278 232.329 170.496 114.786 63.573 55.7102 34.7974 32.0452 295.858 176.27 80.4158 42.9492 119.588 27.7691 91.819 72.76 17.9454 18.3739 59.4398 27.1248 207.535 131.848 100.59 71.7238 43.72 28.0039 75.6868
internal_count=4633 2203 2430 1876 1427 1148 599 383 549 277 255 1055 588 286 449 467 121 346 296 99 58 195 102 1150 803 659 377 257 120 347
is_linear=0
shrinkage=0.00707411


Tree=70
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 1 3 3 3 1 1 3 0 3 2 3 0 3 1 2 2 3 1 2 0 3 3 3 4 2
split_gain=21.9834 19.6704 10.6579 10.9786 8.52298 7.20453 11.4896 7.65082 7.48706 10.8682 7.39533 8.29342 7.01305 6.35355 6.28707 10.3026 8.99935 7.96605 6.94902 9.0861 6.22704 10.2361 6.16383 6.10061 8.54655 5.66152 5.54601 11.0985 9.3505 8.70865
threshold=70.348883899450016 85.705356740550016 90.937096262400004 95.44832900530001 37.232443001650005 61.917879202350001 1.0000000180025095e-35 -0.17949499999999999 0.079025000000000026 59.98487780655001 55.782817748650011 -0.10978499999999999 85.619326080400015 -0.089139999999999997 -0.094409999999999994 0.074735000000000024 104.22883325935001 -0.245505 83.116371560950014 -0.59496499999999986 -0.23401999999999998 0.091705000000000023 58.309968391300011 -0.54488499999999995 100.19345760555002 0.091510000000000022 0.08759500000000002 0.092895000000000019 42.154118731400011 0.0027500000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 13 -5 6 10 -7 -8 22 -1 -12 -9 -2 15 -6 18 -16 19 -17 21 -3 -10 -21 -25 -14 -22 29 -29 -28
right_child=2 20 -4 4 14 7 8 12 9 -11 11 -13 25 -15 17 16 -18 -19 -20 23 26 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.011337947925974654 0.000553257995466489 -0.0068412908055856606 -0.0080520873347258298 -0.0057852122190546621 0.0035363400844748596 0.0032784324227924299 0.012543251770419058 -0.0095748349696803698 0.00040191028778516159 0.0058247604897693692 0.0018769725280934513 -0.01066231216026751 -0.007016637490261715 -0.0079323336229555463 -0.010003096671285823 0.0039435434389286494 -0.011322411525562607 0.0021221539732406945 0.0054395473330410334 -0.015167578827466574 0.0044921584287613602 0.0045117728399814965 -0.011746493942397561 -8.6048744300399986e-05 -0.01199111275080283 0.0064080534542956267 -0.00049221760581302754 0.0050781692417638221 -0.0016078115478856652 -0.01334327255281334
leaf_weight=9.2026514112949354 10.652378074824808 14.938718192279341 22.243092697113752 23.714009676128626 23.452582832425833 8.5710490681231004 6.558388076722621 23.982787776738405 9.3099990002810937 22.337209343910217 18.092979621142149 6.3821116872131851 5.8104358315467817 30.462895143777132 5.062119133770465 10.145751826465125 11.638830129057167 113.75636101141572 8.996973939239977 5.7574188783764795 147.46448207646608 13.543463706970213 6.2393000200390807 15.209559030830873 8.3575573898851854 5.4411770403385162 39.754476703703403 83.168845117092133 24.140305742621422 5.3516150638461104
leaf_count=168 61 97 554 277 111 38 14 325 57 72 129 63 36 388 43 39 162 534 37 44 527 41 55 76 104 16 166 257 107 35
internal_value=0.000271505 0.00157867 -0.00176202 -0.00123841 -0.000420909 -0.00166522 5.62842e-05 -0.00473535 0.00321351 0.00159848 -0.00411035 -0.00139276 -0.00668476 -0.00573384 0.000207665 -0.00178013 -0.00385454 0.00160557 -0.00206122 -0.00377096 0.0027832 -0.00144283 -0.00447275 -0.00644004 -0.00430792 -0.00052458 0.00318458 0.00191947 0.00357409 -0.00201693
internal_weight=739.74 450.29 289.45 267.206 226.091 121.928 78.1226 43.8054 44.4449 37.8865 33.6777 24.4751 35.2344 41.1153 202.377 83.5587 60.1061 118.818 48.4673 39.4703 328.362 28.4822 15.5493 29.3245 23.5671 11.2516 299.88 152.415 107.309 45.1061
internal_count=4633 2203 2430 1876 1427 973 558 415 198 184 360 192 377 449 1150 573 462 577 300 263 1230 138 112 224 180 52 1092 565 364 201
is_linear=0
shrinkage=0.0094576


Tree=71
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 1 2 1 0 3 2 0 4 2 2 1 3 1 4 1 3 2 1 3 2 3 2 3 2
split_gain=12.4401 11.5402 7.7007 7.80957 7.55878 7.49481 7.03386 10.2813 6.63644 8.25115 6.71758 6.51499 6.41244 5.69401 5.55932 10.0384 11.9032 6.29526 5.57509 11.437 5.48439 5.45797 7.74243 5.41192 5.06742 4.97236 6.3227 4.89395 4.68018 11.2847
threshold=70.348883899450016 85.705356740550016 90.937096262400004 96.631250582750013 97.886760529650019 -0.61402999999999996 78.196493182200015 -0.59614999999999996 61.917879202350001 85.121961326250016 -0.17949499999999999 -0.50748499999999985 85.619326080400015 37.232443001650005 -0.15962499999999999 -0.09280999999999999 89.541786492700012 -0.15148999999999999 81.573196594050017 42.388109226950007 78.537927364800012 -0.20885999999999996 -0.21563499999999999 54.884872733100003 0.091510000000000022 -0.14314999999999997 0.09803000000000002 -0.16077499999999997 -0.13578999999999999 -0.080234999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 21 25 -6 -7 -8 9 23 -10 -9 -12 20 17 16 -16 -15 -17 -20 -13 22 -2 -1 -14 26 -5 -19 29 -3
right_child=2 28 -4 4 5 6 7 11 10 -11 12 13 24 14 15 18 -18 27 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.017846455038128099 0.016455271624676443 -0.013079661893308482 -0.012810292826750721 -0.016107165032021347 -0.026213094372569076 -0.0078982300132609783 0.02010841734316236 -0.01990195891216659 0.0057066885469058944 0.012662275124189569 -0.016231207768658096 0.021260120529707438 -0.011659765581985809 0.022662120331170967 -0.017517475744363607 0.0070150496309126214 0.011334791658597054 -0.0099691937538774721 -0.020663096588485152 0.0049706930725360423 -0.018543721995251953 -0.0099338747364042246 -0.011490838044887604 -0.00045440191429722604 0.010691527215411284 0.0083308164088586739 0.010773445397699286 0.015187017842934513 0.0043776280992677361 0.0067270158073134386
leaf_weight=5.3386265933513632 5.6813307330012321 14.42641890794039 18.294584529474378 5.707207724452017 3.4040517508983603 35.113251108676195 6.8789343349635592 4.607448309659957 8.1172746531665307 12.662719167768953 21.873915538191795 1.0903005860745887 5.6916339397430402 6.5436483174562445 15.560345977544779 36.342548221349723 5.1935004591941825 4.7643533907830706 7.1299869865179089 14.139325566589831 6.9615271743386984 43.003070645034313 5.144051864743231 55.770090728998184 5.3668263778090477 37.165550358593464 4.0909263491630554 3.7742324396967879 280.12884102761745 17.140075393021107
leaf_count=137 16 93 554 35 39 269 24 73 38 37 325 7 36 13 215 148 24 38 89 68 147 490 32 384 16 125 12 12 1078 59
internal_value=0.000295482 0.00205134 -0.00247218 -0.00172253 -0.000210507 -0.00200355 -0.00144709 0.000557756 -0.00242098 0.000538437 -0.00773943 -0.000709714 -0.0110537 0.000161493 0.0013088 -0.000456977 -0.0102974 0.0104836 0.0030879 -0.00362237 -0.0131539 -0.00729742 0.00317572 -0.00197382 -0.000812369 0.00557379 -0.00488395 0.00115037 0.00369883 -0.00232497
internal_weight=697.107 426.516 270.59 252.296 198.467 151.503 148.099 112.986 114.821 73.7714 41.0497 106.107 32.9324 101.5 93.4479 78.3657 20.7538 15.0822 57.6119 21.2693 8.05183 53.8285 10.8254 61.1087 11.0585 46.9637 9.79813 8.53859 311.695 31.5665
internal_count=4633 2203 2430 1876 1338 1166 1127 858 973 558 415 834 377 761 607 544 239 63 305 157 154 538 48 521 52 172 47 50 1230 152
is_linear=0
shrinkage=0.0165021


Tree=72
num_leaves=31
num_cat=0
split_feature=1 3 4 2 1 2 3 2 0 1 0 3 4 2 3 3 4 3 3 0 3 0 2 0 2 4 4 4 1 1
split_gain=10.5581 7.04823 7.10072 8.53263 7.98731 7.62501 15.7466 6.09037 6.57861 8.97184 13.5711 8.65907 13.609 11.0523 5.96626 19.9559 5.75589 5.5431 11.0159 21.3414 10.5695 7.02858 7.44962 6.85995 5.46617 5.23952 5.13551 8.57251 7.95341 5.066
threshold=89.89935142405001 -0.27297999999999994 49.247968080500009 -0.15734499999999998 87.143681840350013 -0.24150999999999997 0.091705000000000023 -0.16164499999999998 84.226704768850013 70.182199495350019 94.770837556450019 0.083395000000000011 39.427119987250002 0.18839000000000003 -0.15544999999999998 1.0000000180025095e-35 37.232443001650005 0.087795000000000026 0.08574500000000003 89.474575039450016 0.090235000000000024 90.767723400200012 -0.013285 93.843319501450011 -0.051199999999999996 45.044778924400006 43.663128814500006 42.206017975500011 61.987779113750001 61.076391807500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 -3 14 29 11 -11 -10 -13 17 -7 -16 -12 18 19 -14 -19 22 26 -23 -18 -2 27 -22 -29 -9
right_child=25 2 3 -5 -6 7 -8 8 9 10 16 12 13 -15 15 -17 24 20 -20 -21 21 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0078838939922800805 -0.016581586016462799 -0.011729640672117691 -0.0084142367560273018 -0.019222345043117796 0.016917102159017011 0.012624804727687445 0.0030771764694534753 -0.0025390982306314619 0.0074347114142731723 -0.014568320240108181 -0.0085776080885093565 0.0088503364976876397 -0.026076924474565076 -0.023768462495000673 -0.020468572764710362 0.0097812713713044432 -0.001683100043875596 -0.013766074433259796 0.010073494987682494 0.015221611690025739 0.0020586218507954255 -0.027798608487772911 0.010131279060946177 0.0014989362805020903 0.0044886676946951868 -0.0008233656026220259 0.014019945694542152 0.0062613933998360554 -0.016241855648284498 -0.018925475258749266
leaf_weight=23.171617787331343 13.362600948661568 32.075018841773272 8.9229215607047099 9.2996008452028018 4.649293176829814 24.315881926566362 39.181222833693027 19.813969738781456 91.022342469543219 16.556059755384922 15.936532847583292 48.465744398534298 6.8308097720146161 4.9259496033191672 7.2030005790293243 20.876853846013546 71.516176003962755 15.523095302283762 29.742590360343456 5.5848213583230972 38.113608926534653 4.1435489356517783 19.187324106693268 3.7284788489341736 69.46930031105876 8.4625760372728092 5.1330665349960318 5.1675774753093746 15.204216871410607 6.0468489378690711
leaf_count=234 480 370 70 166 12 90 175 187 360 232 197 153 46 42 131 88 491 93 102 15 136 28 59 16 328 132 14 21 96 69
internal_value=0.000252347 0.000605997 0.000914036 -0.00765952 0.000263258 0.00123249 -0.00358791 0.0018633 0.00132253 0.00174923 -0.00107469 0.00342251 0.00161235 -0.000676156 0.00694236 0.00202163 0.000348953 9.05746e-05 0.0048981 -0.00749994 -0.00181785 0.000227557 0.00157272 -0.0139222 0.00135798 -0.0104714 -0.00100854 -0.00232754 -0.0105336 -0.00637061
internal_weight=683.633 661.807 638.636 22.8718 13.5722 615.764 71.2562 544.508 492.112 466.251 173.478 292.773 201.751 153.285 52.3957 28.0799 156.922 148.359 42.1582 12.4156 106.201 90.6778 82.8058 7.87203 140.985 21.8252 63.6185 58.4854 20.3718 25.8608
internal_count=4633 4021 3787 248 82 3539 545 2994 2685 2429 1248 1181 821 668 309 219 1016 626 163 61 463 370 326 44 819 612 267 253 117 256
is_linear=0
shrinkage=0.0156704


Tree=73
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 1 2 2 1 0 3 4 0 1 4 1 1 0 3 3 0 4 4 4 4 1 3 0 1 1
split_gain=19.6523 18.2186 11.723 9.19363 8.78838 9.78558 8.38843 12.4189 8.19384 13.8955 10.5458 9.97022 7.4671 7.33897 23.1294 7.59043 7.81497 7.73331 7.04819 7.86223 7.87208 7.65683 7.44846 6.95711 6.79336 6.58128 6.53041 6.06611 6.71571 5.48609
threshold=70.348883899450016 85.990333302400003 90.937096262400004 70.74946416085001 64.369753017350021 62.095317438950012 -0.06828999999999999 -0.079789999999999986 71.053259929650025 95.550490414250007 -0.089139999999999997 38.238138001450004 86.264556031700025 66.235542959850008 38.621016321050007 66.859265246100009 68.20618276945001 90.60910437050002 -0.04931 -0.15544999999999998 71.096275259750016 48.109449608500007 45.205561619650005 41.243661560350013 43.118479346150004 61.966271448700006 0.090465000000000031 98.230883170350012 75.629015667650023 61.917879202350001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 -2 5 6 7 -3 -5 10 -10 -11 25 14 26 -15 17 -17 19 20 -1 22 29 -22 -16 -8 -6 -13 -29 -20
right_child=2 4 -4 8 13 -7 12 -9 9 11 -12 27 -14 15 24 16 -18 -19 21 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0068147454479918516 -0.0073130307401385822 0.00081510932656215975 -0.0050677354372879483 0.0045599186916017312 -0.003127364465883113 0.0039881115851497255 0.0041521452964906093 -0.007695228468007821 0.00024680342496247279 -0.0032431016314825589 -0.0069938834025817668 0.0018810947041962465 0.0049861974682340032 0.0048263210476823856 -0.014520185749894174 0.0035513742038815544 0.0016359393294220702 -0.0053909119916482028 0.0017907763397630452 -0.0053797669191580876 -0.0036486026579378517 0.0082755553032187179 -0.0072658701159314058 0.002718696903757417 -0.0042821038018771799 -0.0048183770362222791 0.0044850928751929316 -0.0057348374679957849 -6.1962537887586442e-05 -0.00097184749725891251
leaf_weight=6.002416603267192 7.1673687510192385 33.716173909604549 23.404069952666759 10.700516533106564 6.0573968887329164 92.501760743558407 5.2440818548202497 7.3183996602892867 10.882436744868757 32.288391519337893 20.051287192851305 59.499259769916534 25.36132899671793 17.928149700164795 4.9198184311389905 4.6540526002645519 52.780720829963684 12.500880375504492 45.12311564385891 19.726771980524063 8.8746750503778475 3.9768706411123267 4.8465369269251815 18.693171121180058 4.2242956608533859 6.3300872668623924 11.36933061480522 7.7993300668895236 118.61232636496425 57.114320900291204
leaf_count=121 91 121 554 51 27 302 15 45 64 351 300 216 72 50 35 14 197 85 196 272 72 7 75 84 28 33 31 73 730 321
internal_value=0.000151549 0.000927611 -0.00104904 -0.000696778 0.00183336 0.00268551 0.00114013 -0.000702685 -0.000514273 -0.000732214 -0.00444662 -0.000205629 0.00318745 0.000563933 -0.00216315 0.00138863 0.000507369 -0.00296491 -0.000642464 -0.00241269 -0.000669165 0.000207053 -9.25938e-05 0.000668928 -0.00979051 -0.000753968 0.00183906 0.000321909 -0.000411967 0.000247453
internal_weight=739.669 449.264 290.405 267.001 284.906 170.472 77.9701 41.0346 259.834 249.133 30.9337 218.199 36.9355 114.435 26.5708 87.8638 69.9357 17.1549 164.358 53.297 33.5703 111.061 107.084 27.5678 9.14411 11.5742 17.4267 185.911 126.412 102.237
internal_count=4633 2203 2430 1876 1055 588 286 166 1785 1734 364 1370 120 467 121 346 296 99 1148 549 277 599 592 156 63 48 58 1019 803 517
is_linear=0
shrinkage=0.00592185


Tree=74
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 3 4 4 3 4 4 1 1 1 2 2 2 0 4 4 1 0 1 0 3 1 0 4 1 2
split_gain=9.81527 6.65619 7.17303 6.43913 5.83351 5.46881 5.513 5.03021 4.93799 4.88436 6.54993 5.39588 4.56418 11.3514 4.8762 7.23585 8.98039 7.76277 6.66137 14.3955 9.68284 14.1301 7.91466 7.68066 7.53892 6.62448 6.85137 7.71194 6.39533 6.31281
threshold=89.89935142405001 31.914316944300001 42.783136484500005 104.03526427400001 75.381677519650012 -0.222165 42.388109226950007 45.044778924400006 0.078655000000000017 42.684965421050009 42.620627117000005 62.116825104000007 58.309968391300011 59.240174904450008 -0.064729999999999996 -0.053874999999999999 -0.043559999999999995 96.631250582750013 39.788107623550012 35.476804824450006 83.116371560950014 91.437149474700007 62.154463517850012 85.823648898300021 0.094385000000000011 81.339300736700025 101.91675926715001 42.081757894750005 63.910026677050006 0.70681500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 -5 -7 -2 -9 10 12 -11 -6 -14 18 -16 17 -17 19 24 21 23 -20 -21 -15 26 27 28 -18 -30
right_child=7 2 -4 5 9 6 -8 8 -10 11 -12 -13 13 14 15 16 25 -19 22 20 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.010188898424968581 -0.01372315052211613 -0.0092912146872469077 -0.0015234459811257226 0.006215632153513396 0.010768194902354372 -0.01474299002843301 0.005259428249356597 0.0061133723300806865 -0.014868602141100213 0.01145887529061681 -0.012285373207812395 -0.0052546654776073108 -0.018706576743490948 -0.0034300520441657456 0.010218943563008901 -0.021995600750918894 0.0075338884416065585 0.0030370126716716727 -0.0015632990091342652 -0.015737531148909627 0.013324367794557737 -0.013319688843913454 0.0048048261096230345 0.0030692518880107789 0.012806484880655871 -0.010530159535400877 0.013220486367392469 -0.0071113594223099581 -0.00011470208177482282 0.012967930011923577
leaf_weight=9.7394482735544425 12.640711309388282 7.8525500465184441 183.93047869578004 4.5543212704360512 9.6143486052751523 10.4593064263463 3.003345198929309 5.7509243376553041 2.8360581398010254 16.696387849748138 5.5807751417160025 4.067947953939437 4.5654971078038207 7.5927455425262478 23.806909777224064 4.5812989398837072 48.812078848481178 3.8697172179818153 53.675473622977734 4.4294384047389057 4.2429567649960509 29.044342003762722 86.004961103200912 21.654580637812614 13.369573421776293 5.6560189090669146 12.030254252254961 11.718567468225954 57.843893047422171 7.0018193051218978
leaf_count=155 480 209 1373 35 29 200 16 65 67 76 37 25 41 45 75 28 170 14 250 31 14 251 359 79 43 53 38 72 276 27
internal_value=0.00020659 0.000488657 0.000649722 0.00151541 0.00182507 -0.00611077 -0.0102807 -0.00850215 -0.000816431 0.00202534 0.00171724 0.00818452 0.00190807 0.00169505 0.00193066 0.00354965 0.00250172 -0.0105332 0.000640549 -0.0023452 -0.0056184 -0.00707633 0.00235773 -0.000124408 0.00692546 0.00327172 0.00383984 0.00293974 0.00397605 0.00129792
internal_weight=676.627 655.399 645.66 461.729 443.712 18.017 13.4627 21.2277 8.58698 435.86 415.095 20.7643 409.514 399.9 395.335 175.321 151.514 8.45102 220.014 80.3336 59.3713 55.1284 139.68 26.084 20.9623 143.063 137.407 125.376 113.658 64.8457
internal_count=4633 4021 3866 2493 2242 251 216 612 132 2033 1932 101 1895 1866 1825 753 678 42 1072 463 375 361 609 110 88 636 583 545 473 303
is_linear=0
shrinkage=0.013013


Tree=75
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 0 1 3 2 3 0 1 0 3 1 3 4 2 1 1 1 0 3 2 1 2 2 2 1 1
split_gain=19.1978 17.8472 10.6906 8.83957 8.24846 7.35039 17.4777 6.76991 10.4018 6.91187 7.73868 8.1153 7.40453 9.8318 7.15235 13.5096 6.73843 6.15446 6.05432 9.18166 6.19179 12.9374 5.95162 5.70218 11.3187 5.50503 5.3095 6.45994 5.27464 13.0132
threshold=70.348883899450016 85.990333302400003 90.937096262400004 95.217121606100008 37.232443001650005 91.437149474700007 68.20618276945001 0.091510000000000022 -0.237895 0.087795000000000026 76.535026057600007 58.309968391300011 73.921844754800006 0.070640000000000022 55.887667615750004 -0.25587999999999994 38.536700832000001 0.63131000000000015 62.095317438950012 62.041548276350007 63.910026677050006 88.350799540950007 -0.089139999999999997 -0.071969999999999992 62.00390986255001 -0.088465000000000002 -0.084729999999999986 -0.017745 71.053259929650025 70.816675614150014
decision_type=2 2 2 2 2 2 2 2 2 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 22 -5 18 26 8 -1 10 12 -12 13 14 -10 -16 -9 -6 19 23 -20 -22 -2 24 -3 -21 -7 -28 29 -24
right_child=2 5 -4 4 17 6 -8 16 9 -11 11 -13 -14 -15 15 -17 -18 -19 20 25 21 -23 28 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0096461303871934259 0.00070432406044552932 -0.0052672674361812317 -0.0078622757447634282 -0.0056007984599774092 -0.00016913815020644957 -0.014997052830552736 0.0030278444700323061 0.0069602480448346365 -0.0082995639051761626 -0.00835089762938954 0.011000334369294524 0.00041774032586593693 -0.010997179148209605 0.012684095604768809 -0.012174177515974717 0.01471201495536568 -0.00027317956302309193 0.0072689905258538036 0.0065134207212885348 0.0038731311823984962 -0.009361133436471672 0.0041576040968074228 -0.010957690561016297 0.0063215523394251193 0.0068847591938238943 -0.006834369914479832 0.0040591493201245386 -0.0098492902939482825 -0.010740661274414675 0.010688422212007564
leaf_weight=14.624633327126501 10.33730612695217 14.181249596178533 21.891509797424078 23.62212123721838 190.87867694348097 5.8185772150754955 49.628815829753876 14.922655358910559 11.476377904415139 10.367925282567738 7.3312975242733947 42.847144354134798 9.0863856077194196 3.7500119656324378 2.7191828824579716 3.974366031587123 43.729115039110184 10.11958873271942 81.656965523958206 5.8215465545654324 6.9422428011894217 51.359782211482525 5.9465449415147322 29.915893517434597 12.421534821391104 14.43019913882017 4.8765500485897073 7.0639019012451145 16.987198024988174 4.0222014971077442
leaf_count=201 59 67 554 281 1127 45 182 48 148 80 17 213 170 12 48 10 201 38 266 18 40 166 83 93 35 73 17 53 273 15
internal_value=0.000269651 0.00146582 -0.00162255 -0.00110101 -0.000405254 0.00287735 0.000196282 -0.000967234 -0.00236725 -0.00120452 -0.000291868 0.00196391 -0.00394245 -0.00101808 -0.00384602 0.00378979 0.00156721 0.000205347 0.00371097 0.00161343 0.00486151 0.00254788 -0.00529164 0.00353755 0.000406831 -0.0037564 -0.00771671 -0.004169 -0.00759102 -0.00222389
internal_weight=732.752 448.946 283.805 261.914 224.62 284.117 67.3878 164.829 106.177 91.5527 81.1848 50.1784 31.0063 21.9199 18.1699 6.69355 58.6518 200.998 216.729 76.7704 139.959 58.302 37.2933 56.5187 26.6028 20.2517 17.759 11.9405 26.9559 9.96875
internal_count=4633 2203 2430 1876 1446 1055 297 1148 899 698 618 230 388 218 206 58 249 1165 758 286 472 206 430 195 102 91 115 70 371 98
is_linear=0
shrinkage=0.00929464


Tree=76
num_leaves=31
num_cat=0
split_feature=1 3 3 0 3 3 2 1 4 4 0 0 1 0 0 4 3 0 1 2 4 0 4 2 3 0 2 0 3 3
split_gain=9.58628 9.36693 13.8054 9.02253 8.92818 8.50308 7.56041 7.50367 6.60126 8.43526 8.13233 7.14545 9.06819 7.64449 5.99274 5.87964 5.73278 5.60266 5.63722 6.47874 5.54401 5.45987 5.10854 9.606 12.9171 5.1963 5.47256 5.10533 5.10244 6.43715
threshold=71.053259929650025 1.0000000180025095e-35 0.079745000000000024 95.550490414250007 -0.10696499999999999 -0.089139999999999997 0.12419000000000002 90.937096262400004 40.722669576350008 40.94178426300001 103.37390357390002 100.19345760555002 80.538140213850014 99.647700605050019 78.252950803000019 41.243661560350013 0.10487000000000003 71.096275259750016 58.613764160050003 -0.22932499999999997 41.909642283050012 102.11570516885001 38.474425342400004 -0.0025899999999999999 0.094385000000000011 89.861713010250014 -0.043559999999999995 113.1679565431 0.11636500000000001 0.42293500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 5 6 -2 17 8 10 -10 -5 13 15 -11 16 -13 -4 -1 -19 -20 -6 -14 25 28 -25 -16 -27 -23 -24 -30
right_child=3 2 14 7 20 -7 -8 -9 9 11 -12 12 21 -15 22 -17 -18 18 19 -21 -22 27 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.014683690147922148 0.00020958890015907128 0.0098025176559165712 -0.016622519357467783 -0.0013168222783294726 -0.0039669953794526282 -0.015000331718288063 0.011066302986288796 -0.0095840784721965642 0.012207322717666072 0.0024965021758803167 -0.012453853233694958 0.0077948125294954075 -0.010347555430397422 0.019114406636345484 0.0090169247869610163 -0.013070378048954336 0.007752280488502768 0.0065951212199986068 -0.009576201225338199 0.00093309846101814872 -0.017810393670278878 0.0045270422446832331 0.002660078606827476 -0.01385605905968092 0.002362099982445515 -0.0053733870054969461 0.007812867620794155 -0.0090590924224363007 -0.010325356538889108 0.0058991949244403914
leaf_weight=5.2825054228305808 10.338608223944904 38.343330051749945 5.7996309809386712 63.933032009750605 11.370860479772093 16.221203826367855 9.0206651762127859 16.127224752679467 11.669758558273314 40.361874356865883 13.672238906845449 2.7159843817353275 6.4780844375491133 5.3905972465872756 30.100471302866936 15.916337780654429 2.3209634646773338 14.178117398172615 15.922449316829434 27.450356777757413 8.8282663710415346 34.071327026933432 187.56191804632545 16.427904106676579 17.342585548758507 11.904831990599634 9.9058119729161245 5.5214986577630034 11.860679142177107 6.5049060955643645
leaf_count=146 64 176 79 373 92 300 26 554 39 172 279 11 76 16 105 142 10 78 196 118 110 219 825 137 69 64 29 43 64 21
internal_value=0.000213261 0.00138802 0.0023973 -0.00187113 -0.00231867 -0.00907975 -0.000154446 -0.00098416 -0.000289761 0.00160971 -0.00327891 0.000490059 -0.0023132 0.00445444 0.00144998 -0.0100289 -0.00965591 -0.00176535 -0.000579596 -0.00292494 -0.0100174 0.000807239 0.00175925 0.000951933 -0.00552734 0.00548702 0.000615458 0.00263236 0.00201448 -0.00457878
internal_weight=672.544 430.126 338.073 242.418 92.0532 26.5598 71.8541 215.858 199.731 122.125 77.6053 110.456 64.7032 45.7525 299.73 18.6323 8.12059 62.8334 57.5509 43.3728 20.1991 46.0709 291.609 239.698 33.7705 51.9111 21.8106 39.5928 205.928 18.3656
internal_count=4633 2345 1579 2288 766 364 564 1924 1370 718 652 679 491 188 1403 153 89 538 392 314 202 338 1314 1116 206 198 93 262 910 85
is_linear=0
shrinkage=0.0131069


Tree=77
num_leaves=31
num_cat=0
split_feature=1 3 3 2 1 1 3 4 2 2 0 3 4 3 3 3 4 2 1 3 0 1 4 0 1 0 3 4 4 0
split_gain=9.49169 9.39292 14.2138 7.93801 6.84969 6.44981 6.12423 12.3814 11.7097 7.07501 5.61885 5.54609 5.36124 5.49241 6.60602 5.18506 5.15825 7.04373 12.5652 9.06406 6.28996 8.86708 13.7942 6.90646 4.87201 9.57895 8.27802 4.83854 10.3206 4.6889
threshold=70.348883899450016 1.0000000180025095e-35 0.079745000000000024 -0.23353499999999996 70.74946416085001 90.937096262400004 -0.15544999999999998 41.444941515100005 -0.124155 -0.23265499999999997 78.252950803000019 -0.42796999999999996 33.036871954450007 0.4149000000000001 0.18642000000000006 0.10487000000000003 38.474425342400004 0.05642500000000001 62.041548276350007 0.13026500000000005 90.321439350550008 63.910026677050006 43.477771593600004 83.479313408550013 71.053259929650025 95.550490414250007 -0.089139999999999997 48.109449608500007 48.914776625700007 89.861713010250014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 -1 -2 12 9 8 -8 -5 15 -11 -6 14 24 -4 29 20 -19 -20 21 -18 -23 -24 -14 26 -26 -7 -29 -12
right_child=4 2 10 6 5 27 7 -9 -10 11 16 -13 13 -15 -16 -17 17 18 19 -21 -22 22 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0068059500252235757 -0.01263300090586438 0.008241077797220794 -0.013260652383684795 0.015951420465560931 -0.012356318818149904 -0.011148083752317168 -0.013059143000610231 -0.014685348208271878 0.0066638863870414917 -0.0086825712777687351 0.0072401757204403018 0.0030022321678825447 0.0063863206662010267 -0.014708522931958437 0.0098629734458925145 0.0056358392085591007 0.0011807445331047674 0.0053621910851027778 -0.016127719319188501 0.0041899274763102044 0.005154470647922087 -0.020697174594109823 -0.011506605755058677 0.011357154424941941 0.00040009325826410218 -0.00013644464422243153 -0.01203508192460364 0.021901664764717697 -0.011436503242037202 0.00047073556100000287
leaf_weight=25.790973257273436 5.9592696838080874 36.737533017992973 5.4825507886707774 4.0916611403226844 4.3501509428024283 11.784390240907671 4.6734085995703962 8.1476573199033719 12.260071039199831 5.3836878985166541 29.784266568720341 30.058545369654894 10.658878918737171 3.0091397538781157 6.9828522056341162 2.324108399450779 155.74417545646429 8.2827823981642741 10.234745662659405 3.2523755803704253 40.805380664765835 5.4590502157807332 2.443648636341095 3.7857067361474037 9.9714553803205508 187.95681254938245 15.17456437088549 1.7433525100350369 2.6010575257241726 18.736523136496544
leaf_count=249 91 157 79 9 95 468 125 99 37 79 104 152 51 30 29 10 654 32 87 11 145 36 56 10 61 1222 297 15 71 72
internal_value=0.000189093 0.00118739 0.00203269 -0.00183337 -0.00139733 -0.00113396 0.000151422 -0.00394648 0.0012206 0.00275122 0.00123614 0.00122731 -0.000694455 -0.000477428 -0.000291841 -0.00763501 0.00148479 0.000822111 -0.00491605 -0.0112282 0.001422 0.000512349 -0.0083938 0.00238817 -0.000608738 -0.000958614 -0.00710401 -0.00762227 0.00194165 0.00462613
internal_weight=673.671 413.479 323.073 90.406 260.192 254.233 64.615 25.0811 16.9335 39.5339 286.335 35.4422 238.104 233.754 230.745 7.80666 278.529 230.008 21.7699 13.4871 208.238 167.433 11.6884 6.22936 223.762 213.103 25.146 16.1288 4.34441 48.5208
internal_count=4633 2203 1453 750 2430 2339 501 261 162 240 1296 231 1785 1690 1660 89 1207 1031 130 98 901 756 102 66 1631 1580 358 554 86 176
is_linear=0
shrinkage=0.0106021


Tree=78
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 3 3 0 4 1 0 3 1 3 0 4 3 3 1 4 2 3 3 1 3 0 2 3 1
split_gain=28.9231 29.0716 12.9463 11.367 10.9955 9.33632 12.6798 9.55102 9.15688 7.99423 8.13837 7.95565 7.84004 7.68072 7.29991 6.47901 6.55905 6.24199 6.11822 6.09865 10.8563 8.88445 7.61514 11.9847 7.34534 13.1158 7.32829 7.38553 6.02618 5.94091
threshold=70.182199495350019 85.705356740550016 90.937096262400004 95.44832900530001 98.230883170350012 61.917879202350001 1.0000000180025095e-35 -0.17949499999999999 93.972365491700018 36.772607578000013 78.27445846800002 85.619326080400015 0.087700000000000014 55.782817748650011 -0.20885999999999996 96.631250582750013 45.321989007550009 0.090465000000000031 -0.10978499999999999 81.339300736700025 44.749265482150008 -0.16533 0.075320000000000012 0.078385000000000024 83.602982482550019 -0.10696499999999999 102.75018128760001 -0.078504999999999991 0.091510000000000022 71.104340634100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 14 15 6 13 -7 -3 -6 12 -9 -11 -1 -2 16 -5 -16 -15 26 21 24 -22 -24 -21 -26 -12 -28 -13 -19
right_child=2 8 -4 4 9 7 -8 11 -10 10 19 28 -14 18 17 -17 -18 29 -20 20 22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0058896740064121357 0.0011221238511327288 0.0019378254251042448 -0.0044177421589559306 -0.0031319516998051604 -0.0043601478393681089 0.0019458172443895009 0.0017359310753877601 -0.005332046281870141 -0.0020273314267354285 -0.0065206073612952579 0.0025703897759379647 -0.003823282770619601 -0.0011057311994079626 0.00063961768873025803 -0.005377499504732812 0.0020964843180174457 0.0034003521259339214 0.0011367967362234822 -0.0050023009362749104 0.0047716833655017509 0.0047110802836659808 -0.0042081914640580446 -0.0061543061271860213 0.0026050900352930779 0.006823398660098577 -0.0072266939437632101 -0.004497204438774184 0.0022052204190752965 0.0033498762300731709 -0.0058670523736206103
leaf_weight=10.030508968979118 8.8962589353322965 318.98501171916723 24.434097040444613 13.163831464946272 15.370565738528965 8.5459883585572225 45.173890881240368 26.594523623585701 14.938484646379946 9.9396793991327304 34.232060089707375 6.0220408141612989 19.220149233937263 18.888982657343149 24.020088106393814 59.300828866660595 5.2756825909018508 9.0270332023501378 6.2736910618841675 6.003386761993168 10.588468536734583 27.618950307369232 6.1220673993229893 10.209886781871317 2.4264232665300369 4.9469974040985107 8.9053932130336779 7.3555055782198897 5.4818098321557045 4.4206363037228575
leaf_count=168 36 1122 554 74 215 38 198 325 75 102 113 36 109 129 330 205 17 54 63 21 27 256 68 42 7 57 78 39 16 59
internal_value=0.000206363 0.000993759 -0.000958851 -0.000664419 -0.000232084 -0.00102191 5.12272e-07 -0.00278351 0.00176044 -0.000962885 -0.000609031 -0.00384436 -0.00295149 -0.00222707 -0.00290871 0.00129963 -0.00126301 -0.00386578 -0.000767055 -3.21678e-05 -0.00100079 -0.0026045 0.00144142 -0.000678388 0.000706617 -0.00260313 0.00127069 -0.00146541 -0.000405132 -0.00116557
internal_weight=772.413 460.935 311.478 287.044 240.68 127.011 80.3671 46.6444 333.923 162.94 147.569 38.0984 29.1598 35.1932 46.364 77.7403 18.4395 37.4678 25.1627 118.409 67.9162 40.9958 26.9204 16.332 13.3768 7.37342 50.493 16.2609 11.5039 13.4477
internal_count=4633 2170 2463 1909 1430 973 558 415 1197 1134 919 377 211 360 479 296 91 443 192 708 478 341 137 110 85 64 230 117 52 113
is_linear=0
shrinkage=0.00494996


Tree=79
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 1 3 3 4 1 0 4 1 0 3 0 4 4 1 4 4 1 1 2 1 2 2 2 2 2
split_gain=14.483 13.701 8.83735 7.37612 6.42309 15.2801 6.13744 8.55974 5.77666 5.7356 5.58036 5.4749 5.53036 8.14871 9.72638 7.73866 11.0636 5.90837 5.04247 16.3109 12.5991 6.89352 7.74584 5.54774 10.0351 5.23106 5.15243 5.028 6.06663 4.98634
threshold=70.348883899450016 85.990333302400003 90.937096262400004 70.74946416085001 91.437149474700007 68.20618276945001 0.4149000000000001 0.18642000000000006 33.036871954450007 54.884872733100003 90.321439350550008 31.914316944300001 61.917879202350001 85.619326080400015 -0.17949499999999999 85.823648898300021 40.518963363600001 35.119813570500007 64.369753017350021 38.621016321050007 43.321682097200004 62.095317438950012 62.041548276350007 -0.071969999999999992 62.00390986255001 -0.08725999999999999 -0.088465000000000002 -0.084729999999999986 -0.017745 -0.23557500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 10 27 7 8 -5 -1 18 -11 17 14 -14 -15 -17 -13 21 -20 -21 22 23 24 25 -3 -24 -6 -29 -19
right_child=2 4 -4 6 5 -7 -8 -9 -10 11 -12 12 13 15 -16 16 -18 29 19 20 -22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0080817128424559917 -0.0088802006730186109 -0.01084026763695971 -0.0060036790335267314 -0.008738626789369661 -0.011784583115892356 0.0021695991216339958 -0.010738023820828998 0.0071754735097320907 -0.00052702537895721649 -0.008942106621537417 0.0057897167429632294 0.0078209343839807013 0.0035744322893948586 0.0023029960354840708 -0.0072212364628567874 0.0033731793373286047 -0.008782224460189423 -0.0047924980551912943 0.0034190906113635761 -0.015396905384227317 0.00249220247383454 0.0042780026771368183 0.0031104619906898823 0.0048302367973886238 0.005062120399118495 -0.0010585872666339731 -0.0052014885081463139 0.0031696324059793165 -0.0077153685186098315 0.001396825057789653
leaf_weight=5.6323505397886029 6.0841570422053328 4.5213777199387541 19.292003205046058 4.8566817175596944 5.6094997674226788 48.539177484810352 3.2571751773357382 7.930948242545127 233.5066755823791 4.0792772434651843 28.003605574369431 6.974174052476882 5.9311147183179882 33.247624881565571 21.205764807760715 6.9989852830767658 10.246590122580526 8.2969134896993619 17.95889583975077 5.8580938130617124 3.4884983599185944 78.755302079021931 5.8074644356966045 28.75334444642067 11.951822869479654 9.2438692450523394 14.44014425575733 4.8555719554424295 6.8625849857926342 56.159669201821089
leaf_count=137 91 26 554 94 45 182 31 29 1631 75 80 23 25 124 319 21 68 73 58 40 16 279 18 93 35 40 73 17 53 283
internal_value=0.000197932 0.00104662 -0.00114002 -0.000772977 0.00205404 2.50194e-05 -0.00057532 -0.000440921 -0.000694338 -0.000696033 0.00269415 -0.000424395 -0.000191294 -0.00156822 -0.0048617 0.000201812 -0.00384905 0.00130514 0.00221463 -0.000736093 -0.00872002 0.00273961 0.0011181 0.00258101 6.62276e-05 -0.00427151 -0.00281744 -0.00598249 -0.00320503 0.000600129
internal_weight=708.349 433.422 274.928 255.636 274.649 65.8668 249.551 246.294 238.363 158.772 208.782 153.14 149.061 77.6301 27.1369 50.4932 17.2456 71.4308 180.779 27.3055 9.34659 153.473 74.718 54.4704 25.7171 13.7652 20.2476 17.3277 11.7182 64.4566
internal_count=4633 2203 2430 1876 1055 297 1785 1754 1725 1148 758 1011 936 557 344 213 89 379 678 114 56 564 285 194 101 66 91 115 70 356
is_linear=0
shrinkage=0.00745228


Tree=80
num_leaves=31
num_cat=0
split_feature=0 4 0 1 4 1 1 4 3 4 2 4 1 2 3 3 2 1 2 0 0 3 3 1 1 0 2 3 2 4
split_gain=9.53096 7.81187 12.1226 7.20464 6.66146 9.4259 7.71404 7.27687 6.49399 6.41386 5.69698 5.79791 6.34615 8.29722 7.64021 5.90881 11.7711 8.01386 7.74395 5.10161 6.5972 6.00705 6.84619 5.38649 8.28263 6.73936 6.72565 13.283 10.4603 8.42726
threshold=98.230883170350012 44.202975721700007 75.381677519650012 75.180043159850015 47.927946529500012 74.927328095600004 64.369753017350021 49.064150740050003 1.0000000180025095e-35 45.205561619650005 -0.61402999999999996 36.772607578000013 78.27445846800002 -0.59614999999999996 0.087700000000000014 0.072890000000000024 -0.09280999999999999 82.815264250350012 -0.088039999999999993 86.09518316945001 86.103248543850015 0.080110000000000028 0.079220000000000027 75.28220456885002 71.053259929650025 95.988709089550014 -0.117885 0.092895000000000019 0.15684000000000003 40.467253020850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 9 8 -6 -3 -2 -12 14 -14 -13 -15 -17 -18 -19 -4 -21 22 -22 24 26 -26 -23 28 29 -28
right_child=10 3 19 -5 7 -7 -8 -9 -10 -11 11 12 13 15 -16 16 17 18 -20 20 21 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.01218720532505552 -0.02142248201434253 0.0051143684848771569 -0.00032782781365405905 -0.019394134737413912 0.00039477824609882045 0.023819333538227596 -0.015017177468514234 -0.0069407447717329774 0.018370291422228239 -0.018144800987865563 -0.011387869800975375 -0.018537101990578893 0.016577060830248579 0.004603773001663123 -0.002328074914579658 -0.010575976014913084 0.0048873293896990761 0.020158481026029278 -0.011316904211341176 0.016816918673049745 0.0038550277432978304 0.0071572554560894834 0.013346839962556355 0.0080666170286337654 -0.017250443733580381 -0.0016521858298186864 0.0048847351063831708 0.0049888836119396313 -0.024107167386224353 -0.0061715785850285547
leaf_weight=12.395849764347075 3.3613390587270251 10.442617716267707 115.0092736762017 5.4408783968538037 8.6714335307478958 2.0151176862418643 16.616447731852531 9.1316414717584831 8.0885016024112684 3.2330019436776629 13.71505690179765 9.1861019954085368 5.9142626691609612 28.88472537510097 17.766079284250736 27.810897598043084 35.391766615211964 1.8482726607471658 13.634819926694037 7.2533528804779044 65.852972548455 41.091862492263317 20.827315099537373 24.550010554492474 8.4367351979017275 18.231648996472359 21.775401394814253 68.820588286966085 4.9848959371447554 42.125144228339195
leaf_count=344 52 57 611 92 42 4 231 60 17 40 306 108 24 196 107 442 163 9 289 22 263 138 95 94 131 84 83 253 46 230
internal_value=0.000268229 0.00121828 0.00188562 -0.00351476 -0.00203023 -0.00640069 -0.00841101 0.00342316 0.00906993 -0.000384245 -0.00283798 -0.00243274 -0.00155818 -6.32855e-05 -0.00785259 -0.000978178 -0.00302725 0.00109928 -0.00755957 0.00228303 0.00320994 0.00289829 0.0061357 0.0016783 0.000914992 -0.00658681 0.00203391 0.000505095 -0.00397447 -0.00240392
internal_weight=672.508 514.995 451.355 63.6396 58.1988 32.3072 30.2921 25.8916 16.7599 13.6756 157.513 154.152 140.437 113.485 26.9522 107.57 78.6858 50.8749 15.4831 438.959 323.95 316.697 86.6803 230.016 205.466 26.6684 178.798 137.706 68.8854 63.9005
internal_count=4633 2937 2394 543 451 332 328 119 59 97 1696 1644 1338 1123 215 1099 903 461 298 2050 1439 1417 358 1059 965 215 750 612 359 313
is_linear=0
shrinkage=0.0144301


Tree=81
num_leaves=31
num_cat=0
split_feature=1 2 3 4 4 0 1 3 4 2 2 4 2 4 3 3 1 0 1 0 2 0 2 2 2 1 2 4 2 2
split_gain=8.3237 6.1194 15.6259 5.36909 5.80746 9.02733 6.88648 10.2029 9.72251 8.83266 7.44478 11.0475 8.19037 7.89988 9.51702 15.7092 7.50938 8.47359 7.79182 10.2865 7.22834 6.81386 6.75724 10.3197 5.67439 5.67368 5.30586 7.25363 10.551 6.5265
threshold=90.937096262400004 -0.24150999999999997 0.091705000000000023 49.064150740050003 47.927946529500012 76.535026057600007 81.339300736700025 -0.098985000000000004 44.578137159850009 -0.080234999999999987 -0.11534 41.11191809080001 -0.13734499999999997 41.685324604100011 0.084565000000000015 1.0000000180025095e-35 80.13218303615001 98.031937268650012 75.499969677400017 91.109157582800023 -0.089569999999999997 86.345209775600011 -0.082654999999999992 -0.086800000000000002 -0.15734499999999998 87.143681840350013 -0.064729999999999996 41.681597818500002 -0.087660000000000002 -0.081844999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -3 8 9 10 -8 11 12 -7 26 15 -15 17 18 19 21 -17 22 23 -16 25 -5 27 28 -12 -30
right_child=-2 3 -4 24 -6 6 7 -9 -10 -11 13 -13 -14 14 16 20 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.01438816346982083 -0.013883563345335219 -0.013481626220363306 0.0036771201435474915 -0.0084953993648112219 0.011481509933906538 -0.012025623980501646 0.023911468567335989 -0.012884257511758295 -0.010263664095280227 -0.013891393819947362 0.0058050890624308585 0.014863468212933051 0.0090997425745879216 -0.014505921162117371 -0.010023139498117657 -0.0092094193278519018 0.022624114469125208 -0.030238478199882686 0.020778286193270667 -0.023101933180400342 0.014187470097540834 0.0030227812788387936 -0.018107134785436407 0.022379244951286407 -0.018072994479341496 0.016757907312520606 0.006434904059509119 0.021784450593817617 -0.022964312614640672 -0.004030599268065687
leaf_weight=33.594420259818435 15.239215841516851 15.115615557879208 39.348025735467672 9.4613789878785628 22.255638692528009 13.075745142996313 6.4301834627985954 25.935319691896439 21.885664008557796 3.6771382223814708 41.816297717392445 43.765376195311546 14.818078044801949 12.039506295695899 13.669471830129625 5.841277338564395 3.4955388605594626 5.3270643651485434 4.2352037839591494 11.765894819051026 34.610275216400623 32.630202554166317 17.105709869414575 5.1112846732139507 10.821808790788053 5.2279374226927748 145.12409428879619 5.6150621175765982 8.773611690849064 32.108154779300094
leaf_count=418 554 360 183 67 85 91 22 331 208 49 187 137 55 85 83 39 7 43 15 132 145 119 127 13 178 17 628 20 63 172
internal_value=0.000327651 0.000663582 -0.00464304 0.0013406 0.00174803 0.00133461 0.00177472 -0.00642247 0.0023996 0.0101584 0.00301421 0.00876513 -0.000803163 0.00192762 -0.00162479 0.00500263 -0.0053518 -0.00644024 -0.00494027 -0.00629702 0.0108089 -0.00341122 -0.00926142 -0.00120465 -0.00738311 0.000492269 0.00414687 0.000386956 -0.0010659 -0.00809395
internal_weight=659.92 644.681 72.9424 571.739 546.227 523.972 508.856 36.0426 472.814 10.1073 450.928 71.6592 27.8938 379.269 145.831 52.4911 93.3404 89.8448 84.5178 80.2826 40.4516 68.5167 35.8865 18.7808 25.5111 14.6893 233.437 88.3131 82.6981 40.8818
internal_count=4633 4079 601 3478 3216 3131 2771 402 2369 71 2161 283 146 1878 808 269 539 532 489 474 184 342 223 96 262 84 1070 442 422 235
is_linear=0
shrinkage=0.0194548


Tree=82
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 3 4 1 3 2 1 1 3 4 4 2 3 0 1 2 2 2 4 2 3 4 3 3 3 3
split_gain=18.0431 12.527 15.9671 7.43981 7.14215 7.66037 6.87235 6.53348 10.5067 6.50655 9.87998 10.7394 6.47321 6.19778 6.88426 6.28547 5.97422 5.61837 7.02175 5.57953 12.0958 9.36664 10.3013 8.92644 6.76919 6.42304 5.48116 7.51532 6.28172 10.9101
threshold=98.230883170350012 85.121961326250016 44.578137159850009 90.937096262400004 78.196493182200015 0.087700000000000014 36.772607578000013 72.62331947780001 0.091705000000000023 -0.58835000000000004 58.309968391300011 57.027573863050009 0.12140000000000002 45.044778924400006 49.064150740050003 -0.237895 0.09117500000000002 81.446839061900008 59.240174904450008 -0.079369999999999996 -0.082654999999999992 -0.077085000000000001 42.081757894750005 -0.074029999999999999 -0.25587999999999994 43.182896969600009 -1.0000000180025095e-35 0.079025000000000026 -0.15544999999999998 -0.25587999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 19 4 5 -2 -6 -7 -9 -1 11 26 -10 -4 15 16 -15 -12 -19 20 24 -21 23 -23 -3 -22 28 -28 29 -11
right_child=3 2 13 -5 6 7 -8 8 12 10 17 -13 -14 14 -16 -17 -18 18 -20 21 25 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0066553672696277582 -0.0085668045533966574 -0.0059282310273180124 -0.0088337289044027878 -0.0054500446120801516 -0.0057921677642538555 0.0069271895981993523 9.3367185517817622e-05 0.0056030448892248419 -0.009852162715770196 -0.0064458269797622583 -0.0082628988442458341 0.0056669987227141961 -0.00038463986447631073 -0.0084562434313502372 -0.0089866208692710916 0.0025256340452162276 0.004734244219935518 -0.010312581386629988 -0.00097171731538676974 0.0064790941617655353 -0.0066132106767327076 -0.0040669520089254702 -0.0012739789060679631 0.0029995774188914508 0.0015117562953722529 0.0035190643846715547 0.010746547922920917 -0.0030456245744282804 -0.0083691602254261557 0.0055472871060050629
leaf_weight=4.0884237959980956 10.848040618002413 5.7011131271719924 6.9999479316174975 20.818146925419569 9.7874145433306676 3.3952450305223492 108.64901429787278 4.5710949748754528 8.4028443321585637 7.4118999391794214 12.4405295625329 11.701071448624132 5.3486730977892867 5.8289889581501511 4.8577009290456763 14.263782467693092 2.1187838837504387 4.4681776985526112 19.698410745710135 22.259439408779144 13.906625520437958 8.5452893301844579 37.968747064471245 151.78816574066877 189.21266622468829 3.5552569180726996 3.2293182387948063 4.0058443807065487 8.0475365221500379 6.3940263912081727
leaf_count=13 125 31 101 554 176 15 709 14 71 108 214 50 32 67 77 66 8 37 140 92 100 47 205 543 819 13 6 39 118 43
internal_value=0.00022235 0.000818267 0.00124294 -0.00167996 -0.00116019 -0.0039503 -0.000393005 -0.00164436 -0.0032327 -0.00161561 -0.00205252 0.000224474 -0.00616976 -0.00319131 -0.00173221 -0.000145664 -0.00493981 -0.00458967 -0.00269876 0.00159188 0.000813604 0.00234128 0.00187681 0.00262295 0.00129414 -0.00455027 -0.00196481 0.00311033 -0.00364507 -0.00089138
internal_weight=720.312 548.492 467.007 171.82 151.002 32.5659 118.436 21.7179 18.3226 81.4852 77.3968 40.7897 13.7515 34.0692 27.0693 22.2116 7.94777 36.6071 24.1666 432.937 212.376 220.562 198.302 160.333 194.914 17.4619 29.0886 7.23516 21.8535 13.8059
internal_count=4633 2937 2169 1696 1142 257 885 132 117 768 755 364 103 319 218 141 75 391 177 1850 963 887 795 590 850 113 314 45 269 151
is_linear=0
shrinkage=0.00672725


Tree=83
num_leaves=31
num_cat=0
split_feature=1 4 1 1 0 4 3 4 4 4 2 2 2 3 4 0 1 2 2 2 3 2 2 3 4 0 3 3 3 4
split_gain=7.65897 5.8041 5.30088 6.35465 10.6014 8.71779 5.61184 8.3807 5.35214 5.78188 5.29034 14.0878 12.4757 5.97878 5.83639 19.5605 7.55444 7.08841 5.72302 5.25341 5.14577 5.43173 6.59126 7.82271 5.77278 8.19545 5.33096 5.33873 4.85714 4.82466
threshold=90.937096262400004 31.914316944300001 54.884872733100003 64.369753017350021 87.261973998100004 41.529896397300007 0.12001500000000002 41.873095646600007 43.157831852650006 42.620627117000005 -0.24150999999999997 -0.59614999999999996 -0.160525 -0.27118499999999995 43.930205408700004 105.7585659356 82.815264250350012 0.63131000000000015 -0.63026499999999996 -0.06828999999999999 1.0000000180025095e-35 -0.26416999999999996 -0.23557500000000001 -0.15148999999999999 41.444941515100005 85.121961326250016 0.079745000000000024 0.082025000000000028 0.12001500000000002 43.477771593600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 20 -8 9 19 11 18 -12 -14 16 -16 17 -15 -5 -7 21 -4 -23 -24 25 -25 -22 -28 -13 -29
right_child=-2 2 3 10 5 8 7 -9 -10 -11 12 28 13 14 15 -17 -18 -19 -20 -21 26 22 23 24 -26 -27 27 29 -30 -31
leaf_value=-0.01292104425232015 -0.011910850547434746 -0.018247311108470596 0.026940782890213101 -0.010036831166045744 0.016441488295170434 -0.0080858629612120501 -0.0016301038335750327 -0.030552058262598488 0.011732472968960126 -0.01927316206605173 0.0099202151739752886 -0.015204342813175467 -0.01852828896294062 0.00056375347559093746 -0.01618213703397748 0.0073562750796989894 -0.013384210836889517 0.016937415037448826 0.01180376880486733 0.015346216426424674 0.012032017805555885 -0.022839289313186208 0.0038065646126474641 -0.019111385452081089 -0.023285885585618313 0.015900258828188071 -0.014324791038530175 0.0017700813271080515 0.011045745290387482 0.011885864177553518
leaf_weight=9.2354022152721864 14.781989526003597 4.2800476998090735 1.7138710319995869 4.8095979355275658 27.374171033501625 5.877274893224242 12.322699271142485 3.8741629458963862 11.47673988342285 4.8407483473420134 34.389360889792442 27.422164941206578 5.642740834504365 196.51415206305683 25.154529135674238 17.690332766622305 10.992207583039997 8.0988671481609327 13.262300021946428 5.4019613638520267 18.619371429085732 4.9547185674309722 25.843909405171868 3.9771189242601412 6.9048538692295551 3.8912939503788948 5.4830514267086974 120.11453000828624 2.2433491051197043 15.681491233408449
leaf_count=167 554 137 4 37 93 31 49 32 35 26 146 316 54 1095 396 85 154 33 48 14 93 73 113 121 76 9 35 541 8 58
internal_value=0.000294761 0.000577518 0.000775759 0.00090612 0.00283563 0.00958331 0.00117512 -0.00854801 0.00278043 -0.00359304 -0.000645159 -0.00594679 0.000202752 -0.00106263 -0.000681299 -0.0064633 0.000467695 0.00121185 0.00599118 0.00313646 0.00193524 -0.00303546 -0.00416281 -0.00188454 -0.0118404 -0.00179651 0.0034052 0.00226826 -0.0132193 0.00293823
internal_weight=652.869 638.087 628.852 624.572 278.352 54.9709 223.381 16.1969 27.5967 16.12 346.22 47.7374 298.482 264.093 258.45 42.8449 215.605 204.613 18.0719 11.2792 207.184 47.2858 45.5719 40.6172 14.7733 7.86841 159.898 141.279 29.6655 135.796
internal_count=4633 4079 3912 3775 1403 199 1204 81 106 71 2372 409 1963 1817 1763 481 1282 1128 85 45 1123 396 392 319 206 130 727 634 324 599
is_linear=0
shrinkage=0.017152


Tree=84
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 1 1 1 1 3 0 1 4 3 1 3 3 3 3 3 1 1 3 2 2 1 3 0 3
split_gain=17.6844 16.0801 8.90264 9.28814 7.92624 7.33502 6.67655 8.70414 7.22196 7.36801 7.14555 6.89428 6.58701 6.94602 6.54421 6.59412 10.8963 6.18621 5.6547 5.57735 5.80245 5.6959 8.13049 5.31284 11.8584 12.2082 5.10595 4.73594 4.71184 4.31646
threshold=70.182199495350019 85.705356740550016 90.937096262400004 95.44832900530001 98.230883170350012 93.972365491700018 61.917879202350001 60.87206898960001 58.309968391300011 54.884872733100003 -0.17949499999999999 85.619326080400015 78.196493182200015 36.772607578000013 0.087700000000000014 73.007768990450018 0.091705000000000023 0.091510000000000022 0.12140000000000002 -0.20885999999999996 0.090465000000000031 71.104340634100012 70.816675614150014 0.094595000000000026 0.15915000000000004 -0.58319500000000002 70.077349628250019 0.11458500000000002 78.252950803000019 0.075320000000000012
decision_type=2 2 2 2 2 2 2 2 2 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 19 23 26 7 8 9 -1 -8 -12 14 27 -6 -16 -17 -13 -18 -2 -21 22 -22 -5 25 -25 -3 -14 -11 -15
right_child=2 5 -4 4 12 -7 10 -9 -10 28 11 17 13 29 15 16 18 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0073808535475871238 0.0013060976391228681 0.0019723223900398831 -0.0054798854959403481 0.0026686160663145406 -0.0085212910842368591 -0.0028897405683001205 0.0023739338939087109 0.0035153333163887492 -0.006455071490178748 0.00016574613154615671 -0.0068732573971266499 -0.0052262098628607402 -0.00773738038927811 0.0022971895946454412 0.0071108368504219756 0.0056670434239965515 -0.0099954734866194977 0.0048279600156788472 -0.00099270393594698696 -0.0071644833991338129 -0.0047683733670596251 -0.0079820899933209372 0.0083709063954471568 0.0049535116313609538 0.007006138071224151 -0.0092359490966773591 0.0070204278765673804 0.0067052122485787907 0.0081521187139785393 -0.00072450357391285966
leaf_weight=5.5536879133433095 8.2705594897270185 288.16571860387921 19.871696718037128 55.612765185534954 9.7404896728694457 14.110393323004244 8.4016535617411119 24.195880193263292 10.585131496191023 29.711099151521921 22.038884848356247 5.8428028747439367 8.4087874479591829 30.25753989815712 3.2710325792431858 4.5984695851802853 8.2443602718412858 5.518308661878109 5.3252846971154204 20.728259891271591 4.3911612145602685 4.0762417726218692 4.3449839726090431 4.023701712489129 5.3868558555841437 9.3364001512527466 9.6012643575668317 1.2036181613802899 3.8723255023360243 79.58960198611021
leaf_count=137 36 1099 554 199 119 75 38 89 103 220 325 36 168 144 14 14 70 16 32 330 43 59 11 11 19 67 23 8 9 565
internal_value=0.000225981 0.00110335 -0.00108265 -0.000755144 -0.000207427 0.00190775 -0.00106462 0.000165453 -0.00146467 -0.00011495 -0.00323976 -0.00465187 -0.00110544 -0.000377928 -0.00389276 -0.00178987 -0.00339237 -0.000342708 -0.00646242 -0.00370258 -0.00493763 -0.00133497 0.00176654 0.00161177 -0.00152334 -0.00496247 0.00213509 -0.00592895 0.00108661 0.000107826
internal_weight=714.279 427.597 286.682 266.81 224.999 311.877 115.72 73.9181 49.7222 39.1371 41.8016 33.4 150.639 119.46 31.1796 21.4391 18.1681 11.3611 13.5696 41.8112 33.5406 12.8124 8.73615 74.3597 18.747 13.3601 297.767 9.61241 33.5834 109.847
internal_count=4633 2170 2463 1909 1430 1197 973 558 469 366 415 377 1134 885 249 130 116 52 102 479 443 113 54 296 97 78 1122 176 229 709
is_linear=0
shrinkage=0.00680984


Tree=85
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 1 1 0 2 4 3 2 0 1 3 2 0 1 1 3 2 3 4 2 3 2 4 2 1 3
split_gain=19.7053 17.1276 9.14938 9.91492 7.9944 9.81238 8.22953 8.35825 9.12827 7.83081 7.40597 7.38844 7.32847 6.98986 6.32607 5.86405 5.62437 7.66432 7.14899 5.04451 12.8106 6.36857 6.46619 8.35915 14.4504 6.67125 6.9378 6.8509 5.83444 5.22737
threshold=70.348883899450016 85.705356740550016 90.937096262400004 95.44832900530001 61.917879202350001 60.87206898960001 58.309968391300011 71.096275259750016 0.048260000000000011 38.238138001450004 -0.17949499999999999 -0.13734499999999997 85.619326080400015 71.246828915000023 0.091510000000000022 0.05642500000000001 98.230883170350012 75.629015667650023 71.830224329350003 -0.13578999999999999 -0.080234999999999987 0.08079500000000002 42.154118731400011 0.15684000000000003 0.094595000000000026 -0.11534 43.157831852650006 -0.087660000000000002 66.52858489605002 0.086955000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 6 7 15 11 13 -6 -9 -12 -5 -14 -1 18 -18 -11 20 28 -21 23 -23 -25 29 27 -27 -3 -24
right_child=2 19 -4 9 10 -7 -8 8 -10 16 12 -13 14 -15 -16 -17 17 -19 -20 21 -22 22 25 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0076532319190950925 -0.0040033346509320495 -0.0095931956515440068 -0.0055050282439914324 0.0061400491190418361 0.0022918649225395129 0.0037259173718146377 -0.0066189000577100135 0.0010024264610600307 -0.0086823376155197099 -0.0047604780870368242 -0.0069614650969251962 0.009263041054155749 -0.0052702136523624411 -0.004198366092524628 0.0048100071082106616 0.0098490674736539559 -0.0065558827761240234 -0.00010535661381971244 0.0026810722510188902 0.0041849806708715151 0.0032354846599283171 0.0029667642345131326 0.0068200146043415795 -0.010099923821063755 0.0027600350156903744 -0.0099289534339869027 0.0018976524034747836 -0.0017289976630034223 -0.0010992521211147508 -0.00050473510387668598
leaf_weight=8.0501518175005877 38.166637498885393 7.1959718316793424 20.4866454731673 3.277808651328086 8.3372880704700929 24.70313186943531 10.961720876395701 21.885099835693836 3.4974635355174533 6.5446465685963622 23.107244525104761 6.3397346064448419 5.7818859890103322 31.52247310616076 5.5298621132969856 0.97427863627672273 9.0054434873163682 117.15750679373741 56.116179205477238 58.483054675161839 17.852788873016834 144.34021822363138 9.9041215777397174 6.3238327503204372 10.644063524901865 5.5848650336265555 20.108324639499187 26.936494722962379 7.4960695281624794 7.9935209155082694
leaf_count=173 449 50 554 9 38 89 103 131 43 44 325 13 36 354 16 6 93 730 197 218 59 477 25 50 35 38 74 127 43 34
internal_value=0.000222123 0.00111024 -0.00116863 -0.000829276 -0.0010729 0.000232564 -0.00143635 -4.21304e-05 0.00158555 -0.00028755 -0.00340594 0.00285789 -0.00478612 -0.0032246 -0.000342396 -0.00576368 0.000253749 -0.000565792 0.00190384 0.00191603 -0.000599481 0.00219802 0.00169679 0.00244086 -0.00203279 -5.02993e-06 -0.00121351 -0.00313717 -0.00525948 0.0035486
internal_weight=724.309 442.031 282.277 261.791 119.168 76.4116 51.7084 40.7467 31.7223 223.624 42.7563 28.2248 34.419 34.8003 11.3117 9.02443 188.824 126.163 62.6608 322.863 32.5448 290.318 231.835 161.308 16.9679 70.5273 52.6297 32.5214 14.692 17.8976
internal_count=4633 2203 2430 1876 973 558 469 366 187 1427 415 144 377 363 52 179 1064 823 241 1230 152 1078 860 562 85 298 239 165 93 59
is_linear=0
shrinkage=0.00673799


Tree=86
num_leaves=31
num_cat=0
split_feature=0 4 0 1 4 1 4 0 4 1 3 3 3 1 0 1 4 4 3 1 0 0 2 4 3 3 0 0 3 3
split_gain=7.82705 5.99152 9.88026 5.77778 5.72185 9.07628 5.37831 6.99042 6.41775 5.8508 5.2177 7.28547 6.41565 4.42881 6.44989 4.33457 5.0379 3.56192 3.50465 6.66345 5.53661 8.70071 7.15903 5.15877 7.2693 5.40799 3.44299 5.75047 4.67569 6.91385
threshold=98.230883170350012 44.461493122800007 75.381677519650012 75.180043159850015 47.927946529500012 74.927328095600004 40.574766824850009 103.37390357390002 40.890797847750008 78.537927364800012 1.0000000180025095e-35 -0.15544999999999998 -0.25098999999999999 74.026694621850012 101.80384402570002 64.369753017350021 45.205561619650005 40.806664626150003 0.072890000000000024 78.290589216800015 100.19345760555002 99.647700605050019 0.059500000000000011 44.749265482150008 0.078385000000000024 0.079745000000000024 86.09518316945001 86.103248543850015 0.079745000000000024 0.079220000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 15 7 9 17 13 11 12 -6 -2 -15 16 -3 -8 19 -10 21 -20 23 -22 -25 -26 -4 -28 29 -29
right_child=6 3 26 -5 10 -7 8 -9 18 -11 -12 -13 -14 14 -16 -17 -18 -19 20 -21 22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.013957295869204288 0.009823323032749659 0.0057437637615694627 -9.1150147970259085e-05 -0.022275946268545805 -0.0077199114715040696 0.027781581828004529 -0.0019394994770405257 -0.016621378200816127 -0.02202854438072548 0.0033150618844092041 0.013583947276028265 -0.0228719033464579 0.018157302766271727 -0.020864464314422917 0.0092196835244194846 -0.016738468531335041 -0.021155191948537572 0.017950992583364758 -0.0067728039416545737 0.0065415626006823536 -0.014959412300591564 0.023290703070138644 0.0066428247992234993 -0.016534840126448687 0.017664027132897029 -0.0058530723987005647 0.019596043677803196 0.0039785302531851526 0.0017716494275747032 0.016197590553901086
leaf_weight=11.171315269544719 2.5663604810833922 7.1524249725043827 116.41961758956313 4.6706419400870791 6.0866327062249175 1.9622300751507271 4.061602244153617 17.076344795525074 2.7326466292142895 18.856530521064997 9.6163831353187543 3.9121773727238205 5.3250677175819865 10.630579676479099 2.6366044469177714 14.460860580205916 2.9013532213866711 7.7838170770555735 6.5483409166336042 21.154391514137387 24.63291173055768 5.0581400990486145 9.6193683706223947 7.2383788172155645 5.5808390974998456 6.0317844897508621 6.3454347848892203 65.214118588715792 228.79740255326033 17.387527897953987
leaf_count=348 13 42 619 90 31 4 33 481 32 110 35 37 16 105 15 224 40 27 47 118 409 16 69 123 34 64 22 267 1072 90
internal_value=0.00032451 0.00136257 0.0020305 -0.00394076 -0.00227523 -0.00784971 -0.00309519 -0.00760347 -0.000771693 -0.00316436 0.00364271 -0.00259584 0.00435523 -0.0108809 -0.0148858 -0.0107017 -0.00201883 0.0111309 -0.00236307 0.00327318 -0.00444364 0.00632896 -0.00679815 -0.00977151 -0.0029924 0.00544887 0.00244188 0.00336996 0.00303932 0.00655062
internal_weight=653.632 501.423 445.335 56.0878 51.4171 26.4769 152.209 51.7664 100.442 34.6901 24.9403 15.3239 11.4117 15.8335 13.2672 24.5146 10.0538 11.8454 88.5968 23.887 64.7098 11.6065 53.1033 43.4839 18.851 11.6126 434.164 317.744 311.399 82.6016
internal_count=4633 2937 2418 519 429 310 1696 724 972 243 119 84 47 133 120 306 82 60 912 150 762 63 699 630 221 98 2070 1451 1429 357
is_linear=0
shrinkage=0.0172176


Tree=87
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 1 1 1 3 0 4 4 2 2 0 0 0 1 0 3 0 0 2 4 3 4 3 3 3 1
split_gain=12.2322 9.70482 7.15445 7.68289 5.99805 7.25611 7.58655 6.66371 5.80281 6.22854 5.29403 11.9518 10.7016 10.1909 8.54519 7.01144 7.01709 5.38365 5.96451 5.12799 5.07108 5.19043 4.93985 4.80664 5.50985 5.74847 4.59697 6.71752 6.49619 4.48421
threshold=70.348883899450016 85.705356740550016 70.74946416085001 89.89935142405001 61.917879202350001 60.87206898960001 58.309968391300011 54.884872733100003 -0.17949499999999999 85.619326080400015 40.300545846000013 42.580420142950011 -0.156745 -0.092084999999999986 105.7585659356 103.37390357390002 94.770837556450019 71.397382570300024 96.082805124100005 0.091510000000000022 93.972365491700018 94.770837556450019 0.09450500000000002 45.044778924400006 0.078655000000000017 48.96897326980001 0.092675000000000021 0.12001500000000002 0.086255000000000026 89.052487112950018
decision_type=2 2 2 2 2 2 2 2 2 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 10 5 6 7 -1 -6 -10 15 26 29 -14 22 16 -4 -18 -19 -11 -3 -22 -15 -5 25 -25 28 -28 -12 -13
right_child=2 20 3 23 8 -7 -8 -9 9 19 11 12 13 14 -16 -17 17 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0094590326303068337 -0.010614169436617148 0.0022751943735157005 -0.012016352676631887 -0.0093607425122477234 0.0027998032094324944 0.0044322797118675813 -0.0082254050270413742 0.0017401638209215899 -0.0084965664256605074 -0.0061370319080295702 0.0011937980467957908 0.00048838006417159584 -0.0096641699366518952 -0.0018506960767753617 0.0052033335432732251 -0.0084045243842224004 0.0070738196878971388 -0.011928235624277585 -0.00060806558661597278 0.0058589131298596771 -0.007193803152941442 0.002351933856661471 -0.011848286476422177 0.01289585629688402 -0.010288453941383521 -0.0045921592977307578 -0.0035539447040354084 0.0061413419433824388 0.0074743177403095292 0.0094564086856953385
leaf_weight=4.7481420747935763 6.2111871596425763 289.23085536062717 4.4261370413005343 13.264432853087785 8.183983311057089 23.995477899909019 10.332197409123181 32.803904738277197 20.087901672348384 5.6758016124367696 25.127896264195442 26.939290814101696 19.050887636840343 12.495025038719183 10.11696460098028 12.726629747077821 6.5534559376537791 3.9002578034996978 53.156100962311029 5.4563818871974945 9.2059254907071608 8.60216376185417 5.581930946558713 2.9101296551525575 3.2314799278974533 2.9598434809595346 16.25680831074715 8.4940819144248945 26.328260835260153 5.1916165649890891
leaf_count=137 91 1134 55 480 38 89 103 229 325 36 133 184 329 75 37 238 27 39 312 16 58 38 68 19 67 46 97 36 84 13
internal_value=0.000242416 0.00118323 -0.00124317 -0.00101819 -0.00105217 0.000466606 -0.00152065 0.000324119 -0.00382267 -0.00555867 -0.000549795 0.000402959 -0.00199657 -0.00467205 -0.00129882 -0.0023852 -0.00125924 -0.000510733 -0.00138189 -0.000257282 0.00199344 -0.00258275 -0.00493782 -0.00596781 -0.00102296 0.00407779 0.00290226 -0.000226688 0.00440731 0.00193741
internal_weight=683.245 418.323 264.922 258.711 111.284 71.8797 47.8842 37.552 39.4041 31.2201 236.345 155.583 79.3757 47.2448 28.1939 80.7626 68.036 63.6098 57.0564 11.1322 307.039 17.8081 18.077 22.3659 9.10145 5.86997 76.207 24.7509 51.4562 32.1309
internal_count=4633 2203 2430 2339 973 558 469 366 415 377 1727 1056 706 509 180 671 433 378 351 52 1230 96 143 612 132 65 350 133 217 197
is_linear=0
shrinkage=0.00883561


Tree=88
num_leaves=31
num_cat=0
split_feature=1 0 4 0 1 4 1 1 3 0 3 3 0 2 4 3 4 0 2 1 1 1 0 2 1 3 3 3 2 0
split_gain=24.8974 21.5145 10.145 10.216 11.3753 12.3181 7.97926 10.2002 7.93391 8.21653 7.64783 7.66916 7.38226 6.74085 6.52875 6.33251 13.1256 9.84226 9.01439 8.54049 6.25573 7.81918 6.08561 5.98372 9.95738 6.65711 5.85624 5.64149 5.30509 6.97562
threshold=70.182199495350019 85.705356740550016 38.238138001450004 95.217121606100008 81.339300736700025 44.749265482150008 61.917879202350001 60.87206898960001 -0.17949499999999999 85.619326080400015 -0.20885999999999996 0.090465000000000031 93.972365491700018 0.059500000000000011 49.247968080500009 0.090850000000000028 42.409092016550012 96.082805124100005 -0.59496499999999986 80.677940036650014 58.309968391300011 54.884872733100003 97.491557184450016 -0.16533 83.602982482550019 -0.24665999999999999 0.092675000000000021 0.091510000000000022 -0.54488499999999995 100.35207663525001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 10 13 23 7 20 -8 -10 -4 -12 -3 15 -7 16 22 -18 -17 -19 21 -1 -5 24 -6 -26 -13 -11 -20 -30
right_child=2 12 3 4 5 14 8 -9 9 27 11 26 -14 -15 -16 18 17 19 28 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0072564140912546506 -0.0040215913473176709 0.0023883476312251779 0.0023888483380403122 -0.00072980436438860514 0.0073321333967652086 0.0035824513075807976 0.0023722133920315602 0.0036502045136242592 -0.007016845750785713 -0.0047321545187940968 -0.0078233905747797892 0.0048779700847791374 -0.0024668931665872678 0.0034425575815727949 -0.0024129935440046712 0.0043138149998051076 0.0047904877947987706 -0.006189553253212134 -0.010284944441830986 0.005614699265791675 -0.006015779365940381 0.00089684465409086127 0.005711346585138468 -0.0060863546495781027 0.0062843607789251407 -0.0087988031613911478 -0.0054716043236215997 0.00468656750339215 -0.00033907912820453363 -0.0081068707850723808
leaf_weight=6.0905971750617018 47.284194691106677 308.58339598029852 6.8056069090962401 8.5550854429602605 4.4257137440144998 17.787467937916517 8.4360095113515836 24.914573781192303 23.611142713576555 5.7108490765094739 19.426545992493633 4.5531169846653921 14.422067165374754 36.965046107769012 14.509811311960219 7.84191671013832 6.9761094450950649 17.185693714767698 4.5337232798337963 3.1985759139060965 10.771932154893873 34.430074378848076 26.271791845560074 30.688538474962115 1.676105326041579 5.5518482942134142 5.0996244996786118 5.4853044301271439 18.326600246131424 7.0403984636068335
leaf_count=137 567 1122 29 36 13 101 38 89 325 36 297 21 75 133 157 23 25 154 35 10 103 229 81 476 11 94 53 16 90 57
internal_value=0.000287227 0.00128209 -0.00120643 -0.00066842 -0.000113282 -0.00219639 -0.00112312 0.000168281 -0.00339893 -0.00479765 -0.00394085 -0.00542223 0.00217156 0.00102249 0.00088895 0.000127287 0.00142811 -0.00200998 -0.00201603 -0.0043373 -0.00152301 -0.000328659 0.0041291 -0.00454978 -0.000503399 -0.00530114 -0.000589797 -0.000117663 -0.00367613 -0.00249496
internal_weight=737.159 442.456 294.704 247.419 211.534 74.6395 119.45 76.2072 43.2433 34.8073 35.8849 29.0793 323.005 136.895 32.2973 99.9299 62.1873 27.3604 37.7426 20.3843 51.2926 40.5207 34.8269 42.3422 11.6537 7.22795 9.65274 11.1962 29.9007 25.367
internal_count=4633 2170 2463 1896 1496 852 973 558 415 377 400 371 1197 644 258 511 306 189 205 164 469 366 117 594 118 105 74 52 182 147
is_linear=0
shrinkage=0.00663302


Tree=89
num_leaves=31
num_cat=0
split_feature=1 0 1 4 0 0 3 1 0 4 3 1 4 4 4 0 4 0 1 3 2 0 3 3 4 2 1 3 2 2
split_gain=34.5668 30.8621 15.3533 13.2715 13.1024 11.7243 10.8844 9.24691 14.1218 8.62928 7.96351 7.31779 7.8712 12.6737 9.87659 6.79564 6.77314 10.0117 6.70112 7.85686 6.60578 6.03608 5.85807 6.52273 5.77421 5.7162 5.49776 8.41808 9.83038 9.84531
threshold=70.182199495350019 85.990333302400003 90.937096262400004 44.279556297950009 95.44832900530001 98.230883170350012 -0.041994999999999998 61.917879202350001 85.619326080400015 36.772607578000013 -0.20885999999999996 55.782817748650011 41.243661560350013 42.243697547450004 48.393869453650005 96.631250582750013 42.081757894750005 85.823648898300021 78.27445846800002 0.087700000000000014 -0.13734499999999997 91.625341543800019 0.090465000000000031 0.092675000000000021 43.61821939175001 -0.070854999999999987 78.728807892050014 0.075320000000000012 -0.09280999999999999 -0.15962499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 -3 10 15 11 -8 -9 -7 -2 -1 20 -14 -15 24 -10 -18 19 -11 -13 -5 -12 -24 25 -6 -20 -28 29 -29
right_child=2 3 -4 21 5 9 7 8 16 18 22 12 13 14 -16 -17 17 -19 26 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0062629720286621155 0.0012247434981506006 0.0023734277129826703 -0.0047678632575570128 0.00067872028566757169 -0.0079403217058921921 -0.004679249019206886 0.0019206456065954413 -0.0050227098628653592 0.0024619584133414828 -0.0067453588938092054 -0.005741290398855692 -0.0055450179310193946 0.0060882789107419245 -0.0068988602375351692 0.00092882303940071442 0.0022482743157744298 0.00026782748492473545 -0.0084547106386990006 0.0028499544891244961 -0.00098622470480698985 0.00069293276707103164 -0.0059412440012041497 0.0032913833501783977 -0.0041238451192729536 0.0019447205420027095 -0.00017101596535606522 0.0017530410648695122 -0.00077069924386801228 0.00023179489977933094 -0.0064212282504111321
leaf_weight=11.045950487256048 8.9145747125148755 285.30809972435236 28.445688392966986 7.4291268736124021 5.0322063863277435 16.081538371741772 52.552885476499796 17.507315240800381 23.138381756842136 9.6783577576279658 25.296057935804129 16.550146348774433 7.545206997543576 6.8750491552054909 12.123536467552183 60.12326692789793 16.48715461790562 4.5754411071538916 14.913550443947313 19.312308102846146 6.4099711999297169 7.5671692937612534 4.9334198310971251 9.3435306027531606 8.000787250697611 5.2836291044950503 30.945892505347729 16.90073228999972 40.944989405572414 16.671069446951154
leaf_count=168 36 934 554 29 39 215 216 193 69 102 330 229 22 73 50 205 71 34 50 109 23 59 25 88 30 22 136 113 210 199
internal_value=0.000214122 0.00110752 -0.00110894 0.00212199 -0.000752956 -0.000260524 -0.000635217 0.000312431 -0.00105718 -0.00104813 -0.00322985 -0.00242349 -0.00156677 0.000367993 -0.00190379 0.00140072 0.000513505 -0.00162698 -0.000657182 -0.00290888 -0.00380352 -0.00266173 -0.00423333 -0.0015615 -0.00138135 -0.00396099 -0.000114897 -0.000534159 -0.001484 -0.00357664
internal_weight=795.937 475.115 320.822 300.304 292.376 243.888 174.811 114.261 61.7083 165.448 48.4876 60.5499 49.5039 26.5438 18.9986 78.4399 44.201 21.0626 149.367 28.9907 22.9601 14.9963 39.573 14.277 18.3166 10.3158 120.376 105.463 74.5168 33.5718
internal_count=4633 2170 2463 1022 1909 1430 1148 583 367 1134 479 565 397 145 123 296 174 105 919 211 252 88 443 113 91 61 708 658 522 312
is_linear=0
shrinkage=0.00521701


Tree=90
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 4 4 3 0 0 3 1 3 4 2 2 1 0 0 4 3 2 3 3 2 3 4 2 3 1
split_gain=29.0215 25.549 12.6872 12.2914 11.0039 8.84733 9.851 8.56449 8.39582 7.71458 7.34488 7.31424 7.19195 6.21135 8.93273 8.55596 7.14264 12.126 5.99698 6.05831 5.98339 5.67744 5.62715 5.5965 12.4159 9.04577 7.3156 9.86967 13.5172 6.97732
threshold=70.182199495350019 85.705356740550016 90.937096262400004 95.44832900530001 98.230883170350012 40.574766824850009 40.890797847750008 0.099855000000000027 103.37390357390002 93.972365491700018 -0.15849499999999997 78.537927364800012 -0.20885999999999996 48.393869453650005 -0.22386500000000001 -0.16262999999999997 62.00390986255001 76.535026057600007 96.631250582750013 43.61821939175001 0.12001500000000002 -0.070854999999999987 0.084365000000000009 -0.13578999999999999 -0.080234999999999987 0.08079500000000002 42.154118731400011 0.15684000000000003 0.094595000000000026 66.52858489605002
decision_type=2 2 2 2 2 2 2 2 2 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 12 18 8 -7 13 11 23 -8 -6 -2 14 -1 -16 17 -17 19 21 -9 -5 -19 24 29 -25 27 -27 -29 -3
right_child=2 9 -4 4 5 6 10 20 -10 -11 -12 -13 -14 -15 15 16 -18 22 -20 -21 -22 -23 -24 25 -26 26 -28 28 -30 -31
leaf_value=-0.0053261400524500496 0.0012043028118068795 -0.0079544790889951675 -0.0050294821354990938 -0.0086213291735413866 -0.0041092522723051705 0.0043802213051639151 0.0032456910240100806 0.0033391449217753258 -0.0059912913837742408 -0.0020640155212648076 -0.0014514504865567974 0.00085884923994219769 -0.0045417531122388189 0.0012602567283540936 0.0086334882503465472 -0.0054326058488726294 -0.0055972078439974829 0.0039380325857223779 0.0023793217310937582 0.0023248765618579738 -0.0035008308294407126 -0.00012283580785936213 -0.00095720709862602733 0.0043036586598124652 0.0029667659759936133 0.0029925009698100959 0.00027728763111037883 -0.0080913031332691485 0.0024310656117632577 0.00057453912862043396
leaf_weight=24.904892437160015 8.6750707402825338 7.5642712488770503 24.977346990257502 4.9797725901007652 17.497827798128128 13.650132175534962 12.509871281683443 19.736514158546928 19.121979672461748 14.92580523341894 78.580168548971415 21.301056046038866 37.959113348275423 17.475237861275673 2.7079743817448607 12.255753196775911 12.098499253392218 13.947778493165972 58.801977686583996 8.0928333401679975 5.2483454197645178 5.2189430296421069 16.758922107517719 61.510562293231487 17.018767915666103 142.91481263935566 67.89425154030323 6.4491505250334766 10.244165308773516 5.2795247212052345
leaf_count=361 36 50 554 39 130 46 49 69 272 75 527 110 443 73 9 187 113 47 205 30 30 22 84 201 53 436 273 50 33 26
internal_value=0.000203944 0.00111423 -0.00113777 -0.00079835 -0.000278139 -0.00111788 -0.000130432 -0.00107987 -0.00290351 0.00193675 -0.000806367 -0.0013817 -0.00347285 -0.00182386 -0.00247577 -0.00124694 -0.00173287 -0.000644647 0.00149364 -0.00135355 0.00190233 -0.00427243 0.00126634 0.00212401 -0.000222548 0.00236647 0.00184271 0.00250861 -0.00163405 -0.00444857
internal_weight=770.301 458.935 311.366 286.389 239.755 162.661 104.74 125.134 57.9209 333.801 91.09 38.7989 46.6342 100.149 82.6738 57.7689 55.061 42.9625 77.0935 18.2915 24.9849 10.1987 30.7067 318.876 29.8626 289.013 227.502 159.608 16.6933 12.8438
internal_count=4633 2170 2463 1909 1430 1134 622 973 512 1197 576 240 479 874 801 440 431 318 296 91 99 61 131 1122 129 993 792 519 83 76
is_linear=0
shrinkage=0.00569363


Tree=91
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 0 4 3 2 0 3 3 1 0 3 4 1 0 0 0 4 4 1 3 2 2 3 3 4 2
split_gain=9.60816 8.21389 6.86549 6.48057 5.83935 6.31854 5.75432 6.67742 7.06993 6.87565 5.10642 6.62098 4.87717 9.48682 7.25706 5.55194 4.55186 4.34945 4.20877 4.78689 4.16829 8.62908 3.98163 3.95595 8.71545 7.74821 6.84757 6.89278 10.784 4.91232
threshold=70.348883899450016 85.705356740550016 70.74946416085001 90.937096262400004 61.917879202350001 85.121961326250016 40.408647214050006 -0.17949499999999999 -0.088039999999999993 85.619326080400015 0.4149000000000001 0.18642000000000006 71.053259929650025 95.550490414250007 -0.089139999999999997 36.772607578000013 54.884872733100003 97.615226258450022 93.972365491700018 94.770837556450019 48.109449608500007 48.914776625700007 69.999384342500022 0.095830000000000012 -0.59496499999999986 -0.088274999999999992 0.08759500000000002 0.090850000000000028 39.683197198900011 0.09450500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 10 5 16 -6 -8 -9 -10 11 12 -4 14 -14 17 -1 -15 -3 22 -5 -22 -20 26 -25 -26 29 -28 -29 -17
right_child=2 18 3 20 6 -7 7 8 9 -11 -12 -13 13 15 -16 23 -18 -19 19 -21 21 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=-0.015953596522240494 -0.017860120197880216 0.0034840936513961932 0.0088745386679524446 -0.015731792582303644 -0.02046245408588495 0.01057548757248585 0.0091560433504936627 -0.015738230447819902 -0.012006045550011817 0.0092939642608737168 -0.020377637033900085 0.013627775474551048 -0.00055476906204616127 0.0039432939939813118 -0.017031242532004411 0.00042861983835873338 -5.6385660092059141e-05 -0.01392337816856009 -0.0028398658925183687 0.0040074409245013367 0.025475402618995807 -0.016233256558118268 -0.022716259248675492 0.0099097425370536629 -0.022186865156782514 -0.0032456650532475722 0.011550681698813252 0.012653605443972203 -0.0081990830037924883 -0.0090801692367454053
leaf_weight=4.3750538658350697 5.9287193510681382 283.58613261580467 10.443353898823259 11.250590048730372 5.6170899122953406 12.270300813019274 6.8080310896039 12.33989194780588 6.0991642363369483 7.6878751590847969 2.9900034721940747 7.0430339872837058 10.128270357847216 4.1971848532557479 14.714778181165455 83.269900696352124 53.09996267221868 11.263083927333353 5.1635185442864913 8.5944316610693914 1.9148824289441098 2.6588294766843319 4.0245209932327271 6.9525308012962368 7.1247571222484156 15.157450582832094 24.287697199732065 9.2691434659063834 13.929204754531382 14.28380850329995
leaf_count=137 91 1134 51 468 83 37 24 209 74 25 31 29 64 19 297 577 384 215 29 38 15 71 29 22 69 96 82 32 94 107
internal_value=0.000345088 0.0017692 -0.00192669 -0.00155015 -0.00176935 0.000816865 -0.00644814 -0.00405798 -0.00750123 -0.000128817 -0.000925443 -0.000674814 -0.00112248 -0.00160902 -0.0103139 -0.00046924 -0.0012665 -0.0090729 0.00304078 -0.00402892 -0.0108296 0.00122897 -0.0115461 0.000294009 -0.00473321 -0.00930213 0.00130731 0.00597272 0.000132827 -0.000963657
internal_weight=666.473 409.666 256.807 250.879 108.297 69.7453 38.5521 32.935 26.1269 13.787 235.054 232.064 225.021 214.578 24.843 189.735 57.475 15.4603 301.369 17.7825 15.8243 4.57371 9.18804 174.274 29.2347 22.2822 145.04 47.486 23.1983 97.5537
internal_count=4633 2203 2430 2339 973 558 415 332 308 99 1785 1754 1725 1674 361 1313 521 234 1230 96 554 86 58 1079 187 165 892 208 126 684
is_linear=0
shrinkage=0.0149805


Tree=92
num_leaves=31
num_cat=0
split_feature=1 3 4 2 1 4 4 2 2 3 2 2 0 3 0 0 2 4 2 2 4 1 3 3 2 2 4 0 1 0
split_gain=8.10198 5.43166 5.18701 8.10586 6.49521 5.23974 5.24399 6.21965 9.41671 8.9199 7.12649 6.15432 6.21817 6.08785 5.79543 10.4092 9.61857 16.2322 10.3516 7.7885 7.7827 20.7418 9.10644 10.515 6.91833 9.35951 13.369 8.28108 5.63916 7.989
threshold=89.89935142405001 -0.27297999999999994 49.247968080500009 -0.15734499999999998 87.143681840350013 32.724174661450007 35.119813570500007 -0.24150999999999997 -0.59614999999999996 0.10787500000000003 -0.63026499999999996 -0.16164499999999998 84.226704768850013 0.096480000000000024 91.109157582800023 90.321439350550008 -0.059424999999999999 38.238138001450004 -0.016014999999999998 0.28423000000000004 38.621016321050007 64.953148431650007 0.087795000000000026 0.090235000000000024 0.075080000000000022 0.059500000000000011 36.859113051050009 105.93331571405001 58.309968391300011 78.252950803000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -7 8 10 13 -8 -9 28 -10 15 20 17 -16 -18 24 -14 22 -22 -24 25 26 -20 -26 29 -13
right_child=-2 2 3 -5 -6 6 7 11 9 -11 -12 12 14 -15 16 -17 18 -19 19 -21 21 -23 23 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0071634600599865877 -0.0099317141757225037 -0.01109800555690508 -0.0072812361498826124 -0.019268416850053895 0.016526661166415501 0.0085856146339694326 -0.0092703173913147915 0.0072369534490974857 -0.0086553648337221404 0.012515797655245233 0.011264584869344368 -0.0093260652307198561 0.011196977087811295 -0.030168520774759289 -0.024163337784501551 0.015105658737716682 0.010114490610792615 -0.0020047656526558147 0.022882791988977903 0.010747571821513662 0.0058551595980290191 -0.031942660355387731 -0.013647478996659874 0.00094275959934908787 -0.011430510331956047 0.011493905491365744 -0.015068576675341016 0.013987235238659997 -0.015905706043052067 0.019950566877490562
leaf_weight=22.214225484058261 19.27710291557014 8.8062651976942998 8.4508305378258246 8.3033224772661907 4.5534218549728385 25.035475444048643 6.2418500334024456 46.424878373742104 32.549534609541297 4.7498046681284896 14.506319962441919 6.9917751140892523 22.50960922986269 3.7924509011209002 9.508382657542823 17.65123912319541 34.028051968663931 83.543760219588876 3.0646646935492781 12.810055930167435 86.621237725019455 4.752993455156683 15.057297002524136 83.422528546303511 27.191903280094269 14.846510998904703 10.99996575899422 3.7686170004308215 10.334153156727551 3.6703450381755829
leaf_count=234 612 126 70 166 12 142 37 273 359 16 50 127 70 35 115 51 119 620 11 66 379 50 91 338 196 43 99 19 99 8
internal_value=0.00033178 0.000642669 0.000925005 -0.00686477 0.00105507 0.00120496 0.00139046 0.00106824 -0.00373786 -0.00819368 0.00508689 0.001666 0.00109226 -0.0109004 0.00150942 0.00324842 -0.00049295 -0.004269 0.00279981 -0.000624767 0.00226287 0.00120361 0.00205474 -0.00128805 -0.00305798 0.0025948 -0.00679902 -0.00833658 -0.00744667 0.000752169
internal_weight=655.679 636.401 614.187 21.3076 13.0043 592.88 584.073 559.038 61.84 41.0918 20.7482 497.198 450.773 36.342 429.777 230.015 199.762 93.0521 106.71 72.6817 212.364 189.854 185.101 98.4798 59.8717 28.9111 14.0646 30.9605 20.9963 10.6621
internal_count=4633 4021 3787 248 82 3539 3413 3271 497 410 87 2774 2501 394 2267 979 1288 735 553 434 928 858 808 429 368 153 110 215 234 135
is_linear=0
shrinkage=0.0160694


Tree=93
num_leaves=31
num_cat=0
split_feature=0 4 2 2 0 0 0 1 4 2 4 3 3 2 2 4 1 0 2 0 1 3 2 1 1 2 2 2 4 4
split_gain=7.20878 5.89863 6.21717 10.8484 6.43532 6.16636 6.02676 5.99717 5.29163 5.09224 5.05711 4.91388 5.1264 9.83965 6.28526 10.9809 6.64795 8.00363 5.59928 4.69587 4.69346 6.77155 6.21307 4.63935 8.85793 5.52523 6.4277 6.99457 6.37169 8.05761
threshold=98.230883170350012 42.154118731400011 -0.075639999999999999 -0.079369999999999996 86.780739992750014 75.381677519650012 85.683849075550015 75.180043159850015 41.243661560350013 -0.61402999999999996 36.772607578000013 0.096915000000000015 0.090465000000000031 -0.24150999999999997 -0.11534 44.279556297950009 61.993156030000002 86.103248543850015 -0.15580499999999997 85.662341410450011 78.27445846800002 0.087700000000000014 -0.59614999999999996 58.309968391300011 59.98487780655001 -0.064729999999999996 -0.053874999999999999 -0.043559999999999995 39.788107623550012 35.476804824450006
decision_type=2 2 2 2 2 2 2 2 2 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 11 6 8 19 -6 -1 -2 -11 12 13 -3 15 -15 -16 -18 -17 -4 21 -12 -22 -7 -25 28 -27 -28 29 -26
right_child=9 2 4 -5 7 23 -8 -9 -10 10 20 -13 -14 14 16 18 17 -19 -20 -21 22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.016855018661073858 -0.022807707760934416 -0.018514588756042817 -0.01106462844869115 0.014510936294013897 0.0012120599086325669 0.014285407704861856 -0.026039870500190316 -0.020796844652666537 0.018042857117720475 -0.011984766891599356 -0.019508608729873197 -0.010774847801530789 0.0085308145248115634 0.0131712190081962 0.0056516275333275048 0.00085150053730996848 -0.023669253772304739 -0.0038801863982042251 -0.018260995202865837 0.018155287198716483 0.016384400688099141 -0.0019425390468288362 -0.00087420571103867322 -0.018235248497935005 0.0053286271502413227 0.013201856794334759 -0.010449858717578005 0.0048937491960196538 0.0035873804924328621 -0.0065874519317012017
leaf_weight=6.6697482373565427 3.0926016606390467 7.5171575080603352 8.7835243530571461 12.744156837463377 24.739312555640939 8.6677562296390516 6.3342104628682128 3.5293660052120677 1.2943371273577211 12.3732997123152 8.0602568909525889 11.185097675770519 15.85302087664604 19.762780047953122 11.576683625578886 27.299598278477784 6.6785589605569866 21.555077005177736 4.4470048323273721 1.6261287853121764 5.4819260332733384 17.067839980125427 102.58484074659646 5.0224981829524031 20.676095947623253 21.590174466371536 7.9975101202726355 101.24117794632912 93.801074303686619 44.899779114872217
leaf_count=217 52 161 137 70 123 25 48 51 33 306 108 68 63 68 49 144 66 130 126 4 24 107 1099 43 93 66 37 432 406 277
internal_value=0.00029868 0.00121391 -0.00103192 0.000624197 -0.00613206 0.00253632 -0.013892 -0.00153577 -0.0111834 -0.00275182 -0.00232573 -0.000781759 0.000192814 -0.00114457 0.00028528 0.00392819 -0.00442818 -0.00856121 -0.00182574 -0.00650008 -0.00142844 -0.00757715 1.27531e-06 0.00289587 0.00256148 0.0029214 0.00532686 0.00377042 0.000946813 -0.00283031
internal_weight=644.153 495.492 183.632 138.619 45.0125 311.86 16.7439 28.2687 7.96409 148.661 145.568 125.875 114.69 98.8369 91.3197 51.5094 39.8103 28.2336 31.7466 10.4097 133.195 25.1281 108.067 303.896 295.228 290.206 130.829 109.239 159.377 65.5759
internal_count=4633 2937 1308 945 363 1629 189 174 250 1696 1644 875 807 744 583 338 245 196 270 141 1338 215 1123 1379 1354 1311 535 469 776 370
is_linear=0
shrinkage=0.0157948


Tree=94
num_leaves=31
num_cat=0
split_feature=1 4 1 1 0 4 3 3 1 1 1 0 2 2 2 4 2 3 4 2 2 4 4 4 1 4 4 3 4 3
split_gain=6.72189 4.64159 4.48733 4.77897 9.6778 4.91057 4.475 6.17043 5.33664 12.9714 10.3736 7.09037 5.91339 6.65184 5.59919 7.35873 5.38679 5.15233 12.0628 5.87297 5.04917 5.65221 4.68379 8.51389 8.27888 4.2754 4.22298 5.96082 6.26906 6.55674
threshold=90.937096262400004 29.850823923150003 54.884872733100003 64.369753017350021 88.350799540950007 42.055256506450007 -0.27118499999999995 -0.25215499999999996 66.235542959850008 66.859265246100009 65.765062787050013 91.886121982450007 -0.059424999999999999 -0.016014999999999998 -0.051199999999999996 37.817254840650008 -0.068964999999999985 0.08729000000000002 43.118479346150004 -0.237895 0.048475000000000011 38.060777288450005 38.238138001450004 35.119813570500007 83.116371560950014 36.016191615950007 42.686561923500008 0.094595000000000026 39.955516828000007 0.10336500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 25 -8 10 -10 14 -11 16 -14 17 -16 22 18 -9 -20 21 -15 23 -13 -25 -5 27 -24 -29 -30
right_child=-2 2 3 6 5 -7 7 8 9 11 -12 12 13 20 15 -17 -18 -19 19 -21 -22 -23 26 24 -26 -27 -28 28 29 -31
leaf_value=-0.014766729430477278 -0.010712432040227449 -0.016775607300889697 0.0013454871477265146 0.0068719894629651708 0.017557552931121628 0.0035296121125477087 0.010768630986140155 -0.042550616032303111 0.014467038273134296 -0.011988459225703386 -0.031692025480076665 0.0051661760286732909 0.0089828820527857751 0.010268653209835261 0.0059220291323254263 -0.028826896282310395 -0.017523365718939362 0.0080050296653096029 -0.017384988614408584 0.015846560632713225 0.0017873582343949463 -0.017599947611844552 0.0051185223998143868 -0.022693444131701265 0.010144038758221329 -0.017425142583593047 -0.0037471401202690295 -0.018741013363135536 -0.0098314612750013426 0.009504340471543431
leaf_weight=4.9868628196418276 13.786321330815552 3.7201451845467082 246.54986161738634 2.4624543860554677 14.817490577697756 10.999145396053789 12.482638973742722 2.0019019357860186 14.914326541125773 13.535688357427714 3.7837142273783675 7.1227388586849001 30.624876350164413 2.467960733920334 2.4424960017204276 4.1805739402770996 5.5531438402831546 10.967897631227968 2.2060612440109315 3.4484582208096919 63.733396597206593 7.2484892271459103 50.352876875549555 10.367572093382476 2.3901037219911805 7.1575182341039181 56.618479438126087 5.9146337248384979 8.5823213607072848 9.1846329569816572
leaf_count=113 554 137 1338 13 50 42 47 20 44 124 33 55 117 11 9 41 57 41 67 10 371 79 282 130 29 78 594 52 60 35
internal_value=0.0002725 0.000516439 0.000640198 0.000746044 0.00231567 0.011581 -0.000512294 -0.000200683 -0.000631753 2.21077e-05 -0.00713207 -0.000765027 -0.000181094 0.00275556 -0.00345138 -0.016012 -0.00213918 0.00101534 -0.00899746 0.00288156 0.000159075 -0.0105214 -0.00157166 -0.00876407 -0.0165415 -0.0112057 -0.00047725 0.00202343 -0.00455751 0.000164188
internal_weight=634.605 620.818 615.832 612.111 272.366 25.8166 339.745 330.125 317.642 288.611 29.0311 273.697 260.161 104.075 25.2474 6.62307 156.087 18.6243 7.65642 5.65452 73.4498 9.71645 150.533 19.8804 12.7577 9.61997 130.653 74.0345 23.6816 17.767
internal_count=4633 4079 3966 3829 1430 92 2399 2308 2261 2040 221 1996 1872 578 188 50 1294 138 97 77 461 90 1237 214 159 91 1023 429 147 95
is_linear=0
shrinkage=0.0159054


Tree=95
num_leaves=31
num_cat=0
split_feature=1 4 4 3 3 0 1 0 1 1 1 3 3 4 0 0 1 4 2 4 2 2 2 3 3 2 2 4 1 0
split_gain=5.77947 4.42594 7.45309 3.99202 4.90917 4.01974 3.72461 8.91059 4.87108 10.0086 8.66858 5.29203 4.83459 10.2797 4.55028 6.29703 7.70775 5.859 4.54845 5.48132 7.65845 7.04413 5.00911 5.88188 7.43446 4.74292 4.66939 4.46877 4.41938 4.28188
threshold=90.937096262400004 48.109449608500007 48.914776625700007 -0.25587999999999994 -0.25420999999999999 71.249517373150013 64.369753017350021 88.350799540950007 66.235542959850008 66.859265246100009 65.765062787050013 0.4149000000000001 0.090465000000000031 48.109449608500007 91.886121982450007 90.321439350550008 67.606656606400023 46.645430295100006 -0.059424999999999999 38.238138001450004 -0.105535 -0.122095 -0.016014999999999998 0.11458500000000002 0.10336500000000003 -0.59614999999999996 -0.54488499999999995 42.055256506450007 65.509659264600018 86.09518316945001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 7 29 10 -10 12 14 13 28 15 16 -11 -17 19 20 21 -16 -20 24 -24 -21 -27 -9 -8 -6
right_child=1 2 -4 4 6 -7 8 27 9 11 -12 -13 -14 -15 18 17 -18 -19 22 25 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.020963368288386252 -0.016676837062768998 0.026157492490779775 -0.017099285802250765 0.017653971826138815 -0.00090480371677722918 -0.0030087364624860717 -0.0097811488692143445 0.017412867110912365 0.013130939100533895 0.020466291098667249 -0.029984066409049614 -0.021601339472486186 0.003872965519243452 0.024521013600556661 -0.010162529189863082 -0.027700002659648296 -0.014427804388152794 0.0026552683854647054 0.0082649322321765306 0.0088249083859569116 -0.022952231225182473 0.014348623069425864 0.00018406362303766688 0.013678854067670734 -0.024303088890733168 -0.013166422980090728 -0.00054317752920845673 0.0035789540251621324 -0.032370886429781622 0.00344695528101487
leaf_weight=3.6137590929865828 8.9120223280042392 1.9519919343292702 2.1580362636595964 4.401825074106454 125.09772741980851 28.614807385951281 7.6766016930341774 13.622502595186235 14.42936512082815 3.1715435683727247 3.6375181600451461 3.0456300452351561 11.934468723833559 1.8562594056129444 9.4663580078631639 5.5594610907137394 3.3487780541181564 2.3184500820934772 30.107139635831118 12.961698785424231 6.9734683558344832 4.428182691335679 62.133289022371173 7.7807632833719245 3.3630177639424792 8.0780613981187184 113.24389574676754 10.749836340546606 3.139947272837162 108.76112936809659
leaf_count=99 468 15 71 16 872 219 109 50 46 7 33 36 55 3 128 57 51 11 120 50 100 23 403 33 36 85 918 41 22 456
internal_value=0.000248861 -0.010326 0.00344483 0.000473316 0.000777994 -0.00502197 0.000649225 0.00208103 -0.000511081 0.000107433 -0.00687055 -0.00057349 -0.00345384 -0.0103538 -0.000338844 -0.00911548 0.002545 -0.0187665 0.00014994 -0.00158687 -0.00923521 -0.00235084 0.00275642 0.000493151 -0.00107327 -0.000398298 -0.00138368 0.0113112 -0.0163387 0.00111908
internal_weight=626.538 13.0221 4.11003 613.515 581.287 32.2286 576.885 258.231 318.654 290.409 28.2448 275.98 24.6073 12.6728 272.934 14.3982 6.52032 7.87791 258.536 155.152 20.868 13.8945 103.384 73.2771 65.4963 134.284 121.322 24.3723 10.8165 233.859
internal_count=4633 554 86 4079 3761 318 3745 1419 2326 2104 222 2058 189 134 2022 126 58 68 1896 1304 251 151 592 472 439 1053 1003 91 131 1328
is_linear=0
shrinkage=0.016041


Tree=96
num_leaves=31
num_cat=0
split_feature=1 4 4 4 2 0 4 1 1 1 0 4 3 3 3 4 3 3 2 3 4 0 0 2 1 3 1 0 0 0
split_gain=5.08028 4.06472 5.93098 3.85633 3.83008 3.89656 3.38591 3.89377 3.22705 2.90108 7.23716 8.98839 5.16736 7.97315 4.49222 7.19678 5.09819 15.7915 10.1294 8.58754 5.79663 5.40217 7.114 4.99282 4.90785 4.58096 4.42213 7.81792 5.89303 6.20334
threshold=90.937096262400004 48.109449608500007 48.914776625700007 31.914316944300001 -0.10771499999999999 94.109476856350014 51.757767929250001 54.884872733100003 89.721913187450014 64.369753017350021 87.261973998100004 41.529896397300007 0.091385000000000022 0.10990500000000002 0.12001500000000002 41.873095646600007 0.091705000000000023 0.087795000000000026 -0.082275000000000001 0.08673500000000002 38.536700832000001 86.780739992750014 86.208098410950015 -0.23557500000000001 61.821094709650005 0.10487000000000003 58.309968391300011 84.546631286350006 76.535026057600007 74.045513828800011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 -5 -8 10 14 -12 -13 -14 16 -16 17 19 -19 21 -18 22 23 -9 -22 -26 28 -28 29 -25
right_child=1 2 -4 6 5 -7 8 9 -10 -11 11 12 13 -15 15 -17 20 18 -20 -21 24 -23 -24 26 25 -27 27 -29 -30 -31
leaf_value=-0.021140249508701459 -0.016493197111832898 0.02161897876671847 -0.016869030616041187 -0.016683852602028672 0.013318781416508713 -0.018563863448574327 -0.017677134974793816 -0.014607184534199879 0.0084150518044723167 -0.00022223967912800418 0.014486514534421905 0.0072166366296905551 -0.019220274485926499 0.0074476294861627228 -0.00150478759305789 -0.02689690297621572 0.014793991879151648 -0.0053687625881942069 -0.029273286444358029 0.014827129204751799 -0.01021303814895806 -0.016327774826710918 0.0085179042347212353 0.0056345062032360843 0.0071792002625948783 -0.0040389385371482778 -0.019899090294516246 -0.00025466200971670477 0.019639923466160253 -0.018735764501013292
leaf_weight=4.1604027934372425 8.0921055711805803 2.1009278632700434 1.9641199689358471 3.2485593911260358 2.4375813007354719 1.6163034988567231 4.7069320343434802 6.554145535454146 1.6138117760419843 321.54922582395375 24.084731452167034 14.870662428438665 6.2099399715661985 5.2416683360934258 12.210840836167334 3.6836636662483206 12.351765334606169 13.354143679142 6.7741317376494399 11.680283918976782 6.5438924878835669 4.666851118206977 24.98062676936388 13.720301400870097 37.921308897435665 12.197483345866202 6.0155573617666951 35.140920296311378 5.6993065774440756 3.2815169505774966
leaf_count=105 468 15 71 137 11 51 126 87 7 2239 93 53 37 16 49 32 37 78 58 41 38 25 118 69 130 60 137 171 14 60
internal_value=0.000223888 -0.00996759 0.00302262 0.000428168 -0.0104076 0.000607017 0.000576936 0.00070071 -0.0110153 0.000796636 0.00202283 0.00745732 0.00102565 -0.00701375 0.000759147 -0.00738959 0.0014039 -0.000431185 -0.0134138 0.00190744 0.00491026 0.000399282 0.00121761 -0.00137238 0.00275572 0.00444903 -1.39973e-05 -0.00312595 0.00562789 0.000930806
internal_weight=618.674 12.1572 4.06505 606.517 8.21429 4.05388 598.302 591.982 6.32074 588.733 267.184 50.407 26.3223 11.4516 216.777 15.8945 200.882 131.868 20.1283 111.74 69.0145 100.059 95.3924 70.4117 56.6627 50.1188 63.8576 41.1565 22.7011 17.0018
internal_count=4633 554 86 4079 167 62 3912 3779 133 3642 1403 199 106 53 1204 81 1123 858 136 722 265 681 656 538 228 190 451 308 143 129
is_linear=0
shrinkage=0.0159228


Tree=97
num_leaves=31
num_cat=0
split_feature=0 4 0 0 4 2 4 1 0 2 2 1 1 1 3 1 0 3 4 0 1 1 1 3 3 4 1 0 4 1
split_gain=13.4548 9.9601 13.6181 6.26727 7.28487 11.4182 10.6165 6.50381 13.4099 6.12693 10.5777 7.06495 6.01621 6.07953 7.21901 5.51754 8.42482 11.1393 6.8854 5.73582 5.37163 9.085 5.22877 10.095 5.63015 5.0747 5.86096 4.99717 4.74066 7.30916
threshold=98.230883170350012 44.202975721700007 75.381677519650012 86.09518316945001 41.873095646600007 -0.10434500000000001 43.847983878700006 63.910026677050006 88.350799540950007 -0.61402999999999996 -0.237895 75.180043159850015 90.937096262400004 78.196493182200015 0.087700000000000014 58.309968391300011 85.121961326250016 0.093325000000000033 37.995872310650007 85.931187223550012 62.095317438950012 62.041548276350007 72.62331947780001 0.091705000000000023 0.12140000000000002 36.772607578000013 78.473404369650012 85.769879735700016 44.952171034750002 62.095317438950012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 15 -6 27 20 -9 -3 -11 28 13 14 -2 -4 17 -17 -19 -18 21 -5 -16 -24 -25 26 -15 -7 29 -12
right_child=12 9 3 7 5 6 -8 8 -10 10 11 -13 -14 25 22 16 19 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0049382105586045317 -0.0071334251398293812 0.0071030031354047249 0.0053958347880637969 0.0025554211771862548 0.0032149618564910297 -0.0034657453222737013 0.0054236783989633063 -0.0081827894218214018 0.0010874558564358471 -0.0069891465794466459 0.0025557679541072763 -0.0073145155170744412 -0.0044873956466037939 0.0085685772178283187 0.0052616625748164812 -0.0079320631030451571 0.0028174785917768085 0.0044225528947416026 -0.0047305162048072542 -0.0021189681804833467 0.0035570649944422581 -0.0022181939487732416 0.0048147213903436707 -0.0081024351744463739 -0.00037625262598084142 7.3541885413326037e-05 -0.0063689343617837858 -0.0090821678777797937 0.00094434619582549567 -0.0075676229425985899
leaf_weight=12.552605628967283 9.9333980381488818 2.6218901127576819 8.4928414523601514 49.832766368985176 10.665756084024904 21.357132447883494 3.7519576326012603 5.2612457647919646 191.58173715695739 10.776314258575438 3.8744498901069147 4.8353473953902713 16.605575298890471 0.97830740362405588 3.4311984702944782 7.8847403228282955 37.394810806959867 7.049764007329939 4.3679731450974941 9.7348215878009778 71.192874066531658 17.740670993924141 4.606251627206805 7.8550993688404542 5.107510156929493 108.85460632294416 7.2482887096703053 6.8710593879222861 35.465957496315241 5.9111343063414097
leaf_count=344 125 6 23 173 46 165 13 33 892 166 16 89 554 5 15 84 127 23 28 49 260 81 14 71 32 709 171 53 178 88
internal_value=0.000212422 0.000657334 0.000947483 0.00111051 -2.76675e-05 -0.00191772 -0.00362954 0.00150924 0.000839679 -0.00147123 -0.00184059 -0.000732869 -0.00121787 -0.000851068 -0.00310973 0.00104812 0.000492296 -0.00269536 0.000920952 0.00179783 0.00245902 0.00130216 -0.00120645 -0.00246967 -0.00505818 -0.000254318 -0.00459256 -0.00483285 -2.95879e-05 -0.00355942
internal_weight=693.838 529.218 465.733 453.18 117.571 42.6459 31.9801 335.609 196.843 63.4851 60.8632 50.0869 164.62 148.015 30.9335 74.925 66.4321 19.3025 11.4177 47.1296 138.766 67.5734 21.0001 17.5689 12.9626 117.081 8.2266 28.2282 45.2515 9.78558
internal_count=4633 2937 2394 2050 611 277 231 1439 925 543 537 371 1696 1142 257 334 311 135 51 176 514 254 132 117 103 885 176 218 282 104
is_linear=0
shrinkage=0.00572848


Tree=98
num_leaves=31
num_cat=0
split_feature=0 4 4 0 0 1 0 2 3 0 2 2 0 2 4 2 2 0 4 1 4 4 0 2 1 0 0 2 3 3
split_gain=10.2336 13.0768 9.33552 8.80505 7.79697 6.71803 6.77227 7.44316 6.94893 8.8897 5.65267 6.70277 7.43785 5.57558 5.60596 5.22849 6.84298 6.77479 7.10771 8.30712 6.02401 5.23669 6.92115 4.96678 4.60885 4.59948 7.4104 7.02931 8.78876 7.23946
threshold=102.75018128760001 44.749265482150008 42.783136484500005 100.19345760555002 75.381677519650012 80.677940036650014 122.35979489110001 -0.088880000000000001 0.074735000000000024 104.22883325935001 -0.57826499999999992 -0.237895 94.743952975150009 -0.070854999999999987 49.292797572200008 -0.124155 -0.088274999999999992 85.799452775150016 43.219899330700009 67.031326566450005 43.663128814500006 43.895345911700005 86.208098410950015 0.70681500000000008 62.036171360100006 93.972365491700018 96.631250582750013 0.22387500000000005 0.094595000000000026 0.097005000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 10 -1 -3 7 8 -7 -10 -4 12 -12 14 15 24 17 -17 -19 -20 -21 22 -18 25 -13 -6 -27 28 -28 -29
right_child=1 5 3 -5 23 6 -8 -9 9 -11 11 13 -14 -15 -16 16 21 18 19 20 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.0044879579957014743 -0.0039148130956378454 -0.0060674460833447363 0.005474410468680164 -0.0062570719497064579 0.0013111363745133004 0.0045307263731951247 -0.0065505072625275359 0.0064003243695303323 0.0043004293114967994 -0.006960097070380495 -0.0073623226018047563 0.00013147045015612192 0.0015625584303387027 -0.0025536185769785753 -0.0043708224890099765 -0.0084413775583250927 -0.0061483914047968484 -0.010452942085247278 0.0046655677866884555 0.004478092829038929 -0.0072665437120625377 0.0064035508979200829 0.0021870689752758157 0.0056544718515758995 0.0044316865857479334 -0.0023244150067515349 0.0025271949578449253 -0.0089099050675399572 -0.0013004009677437325 0.0018827470686757451
leaf_weight=9.1168761979788524 44.327176230028272 4.2707634903490534 5.2756201364099971 9.5814364887773973 287.56451036036015 7.6069038175046506 3.0472321901470414 10.996375389397146 3.7826273888349515 6.5403049048036337 9.770252922549842 14.716558121144763 4.7408507317304602 27.2616824246943 7.5230288803577414 5.3191335834562734 4.453224536031505 2.319501310586932 7.9691223353147489 2.0808372870087624 5.283456064760685 6.2350934669375411 14.468583032488821 7.6191512495279303 20.23369999974966 34.724086232483387 62.555170297622681 4.9064987152814847 30.507490068674088 3.7470735050737858
leaf_count=268 889 46 18 117 1229 25 69 35 20 110 180 71 35 246 103 52 41 20 21 10 101 14 51 28 72 273 252 44 174 19
internal_value=0.000169161 -0.00178494 0.000436936 -0.000837712 0.00086274 0.000819921 0.00173988 0.00261323 0.000290609 -0.00283391 -0.000460488 -0.000697015 -0.00444652 -0.000235385 0.000462158 0.000899796 -0.000350098 -0.00265715 -0.000914263 0.000528662 -0.00394801 0.00175659 0.000225328 0.000975759 0.00262099 0.000891685 7.6393e-06 0.000803761 0.00127245 -0.00423659
internal_weight=668.544 80.5714 587.973 147.232 440.741 36.2442 31.9734 28.9262 17.9298 10.3229 137.651 132.375 14.5111 117.864 90.6022 83.0792 48.129 22.9721 17.6529 15.3334 7.36429 25.1569 18.9218 431.624 34.9503 424.005 136.44 101.716 93.0627 8.65357
internal_count=4633 1194 3439 1152 2287 305 259 190 155 130 1035 1017 215 802 556 453 310 204 152 132 111 106 92 2019 143 1991 762 489 426 63
is_linear=0
shrinkage=0.00584668


Tree=99
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 1 3 0 1 0 3 4 0 2 3 2 3 3 4 2 2 0 0 1 4 4 0 4 2 2
split_gain=11.968 7.28186 10.7663 8.57492 6.57029 7.58584 6.78036 6.09976 6.0329 12.8282 7.83538 7.28056 5.54018 5.3827 5.41833 10.0813 8.29269 7.69138 12.2274 6.45691 6.1067 5.07843 5.91253 4.97709 4.53131 5.24691 4.42333 4.3272 4.538 11.0914
threshold=89.89935142405001 70.348883899450016 85.705356740550016 70.74946416085001 61.917879202350001 60.87206898960001 -0.17949499999999999 85.619326080400015 71.053259929650025 95.550490414250007 -0.089139999999999997 36.772607578000013 82.605564516150011 0.63131000000000015 0.095830000000000012 0.25783500000000009 0.087245000000000031 0.090850000000000028 39.683197198900011 -0.59496499999999986 -0.14008999999999996 93.972365491700018 94.770837556450019 54.884872733100003 43.968221017800005 44.952171034750002 97.615226258450022 45.044778924400006 -0.088880000000000001 0.022350000000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 12 -6 24 -5 10 -10 26 23 14 15 16 -13 -18 -19 -16 -21 -4 -23 -1 -8 -26 -11 -2 -29 -30
right_child=27 3 21 8 6 -7 7 -9 9 11 -12 13 -14 -15 19 -17 17 18 -20 20 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0054529946848018212 -0.005403699576630356 -0.0061988507440675199 0.0013407770852178072 0.0035596341624963409 0.0017651653288149661 0.0026198502224462298 -0.0063531617842097982 -0.00034092812237804666 -0.00021513275361395305 0.0012311853009398215 -0.0059228477361145219 -0.00018848956985514559 -0.0073320192874671 0.0041130421753696545 0.0023658713935149362 -0.0076823167260555479 0.0042724827496027559 0.0047641652621579688 -0.0027772644387653845 -0.0075586521800277643 -0.0016306167873073143 -0.0042715754988034418 0.0015975713973620125 0.00015008039492439549 0.0053326886479267317 -0.005556359207124429 -0.0048817756204461073 -0.0059051919916364281 0.0076264882233537841 -0.0060170616528823157
leaf_weight=4.6280814688652745 13.09157130867243 6.5134525932371607 289.95069248974323 10.292846512049435 8.2987131811678392 23.512528954073787 15.92063176259399 10.939286254346369 10.079406693577768 4.1667613983154324 16.563175078481436 87.564628586173058 3.2824186980724326 9.1318375766277295 7.7409654781222335 3.7868735343217841 26.90729483962059 9.3895588740706462 13.883786521852015 5.8063413351774242 20.554721441119909 9.3326237127184886 8.5859867781400663 38.407462161034346 2.1063841059803954 2.5469095073640347 11.867892544716595 3.1161948554217815 3.529193311929701 2.7714545875787735
leaf_count=137 480 91 1134 51 38 89 254 52 64 19 300 591 32 36 28 37 89 31 89 52 135 58 38 300 9 62 205 63 18 51
internal_value=0.000154637 0.000279132 0.000688663 -0.000420905 -0.000684829 0.000258624 -0.00233965 -0.00342062 -0.000262602 -0.000435575 -0.00376351 5.98044e-06 -0.000940012 0.000292301 9.36468e-05 0.000533719 0.000759593 0.00241399 0.000265302 -0.00173277 -0.00293634 0.00117781 -0.00145928 -0.000452479 -0.00505811 -0.000627266 -0.00329326 -0.00350559 -0.000866786 0.00162512
internal_weight=684.27 661.761 417.512 244.25 109.642 69.8305 39.8119 31.5132 237.736 227.443 26.6426 200.801 46.318 184.766 175.634 141.532 137.745 50.1806 23.2733 34.102 26.3611 307.869 17.9186 43.0355 20.5739 4.65329 16.0347 22.5084 9.41684 6.30065
internal_count=4633 4021 2203 1818 973 558 415 377 1727 1676 364 1312 469 1088 1052 837 800 209 120 215 187 1230 96 437 325 71 224 612 132 69
is_linear=0
shrinkage=0.00510427


Tree=100
num_leaves=31
num_cat=0
split_feature=1 4 3 3 0 2 2 4 4 4 2 4 4 4 3 3 2 1 1 0 0 1 4 1 0 1 3 0 4 2
split_gain=5.54828 4.47267 5.03412 3.7671 5.49345 4.46553 4.80076 3.72571 5.45026 3.45175 6.67553 6.64098 4.97171 7.56123 4.55803 4.02805 3.87264 4.66976 8.39822 8.38453 6.45398 5.62781 5.18492 14.3638 7.42411 10.3346 7.41187 5.53227 6.17488 7.73595
threshold=89.89935142405001 45.044778924400006 0.078655000000000017 -0.27297999999999994 114.09278614000002 -0.066979999999999998 -0.23557500000000001 33.036871954450007 33.361153777850006 49.247968080500009 -0.15734499999999998 49.960114208400007 47.927946529500012 45.700098835450007 0.079205000000000012 1.0000000180025095e-35 0.63131000000000015 66.859265246100009 66.235542959850008 91.886121982450007 90.321439350550008 67.606656606400023 38.396531328800009 65.130586668250018 86.09518316945001 63.910026677050006 0.08079500000000002 86.103248543850015 41.319407281650008 -0.083330000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 7 6 -1 -5 -9 12 11 -11 13 16 -13 -14 17 18 22 20 21 -19 -10 24 -24 26 -26 -28 -29 -30
right_child=1 2 -4 4 -6 -7 -8 8 9 10 -12 14 15 -15 -16 -17 -18 19 -20 -21 -22 -23 23 -25 25 -27 27 28 29 -31
leaf_value=-0.021417094079085552 -0.017402498492688157 0.0092105102902269882 -0.018989140256450071 -0.0098528447829781957 -0.022899039788887316 -0.021922240527828537 0.0016843247501517186 0.020710541805364267 0.0074245154996861271 -0.014297197010867431 -0.019087318999592668 -0.0015703008868048756 -0.00031601430523314734 -0.010374965288312195 0.023874561697385579 0.014273269345732722 0.011784729077215325 0.017528380748315572 0.0150361453087205 -5.0988306117569343e-05 -0.027600900516036916 -0.015923296463420483 -0.0021079020693846578 -0.0314702513106139 0.012137694609115046 -0.015542149729739064 0.018648575646796423 0.0077038958305406169 0.0056259533836895467 -0.0069791588716309602
leaf_weight=3.0553758759051606 8.7357159890234488 5.2953567914664736 2.622478099539876 8.7884439211338741 2.6988620311021796 4.1272601615637532 13.523335307836533 3.8869119565933934 38.519961727783084 4.7227765545249003 6.9149216264486304 4.0429872386157513 8.3465118594467658 16.116888405755162 3.7685743495821953 14.101445149630306 9.4070609863847476 2.3305957466363889 13.907960772514341 210.6352098993957 5.5363805163651705 3.4649288319051266 97.448338966816664 3.7528897672891608 31.023797735571861 7.1035183370113364 5.6656278371810904 30.29830926656723 23.381899602711197 31.882203675806526
leaf_count=49 480 65 67 123 44 86 99 15 208 39 164 30 42 183 11 49 46 6 42 1403 58 51 694 31 148 39 22 108 80 151
internal_value=0.000288439 -0.00919017 -0.000129539 0.000547871 0.000793696 -0.00642995 -0.00257315 0.000902992 0.00106703 0.000933631 -0.00595835 0.00128462 0.00117606 0.000851376 0.0107052 0.00884874 0.00120314 0.00100601 0.00242366 -0.000801337 -0.0147487 -0.00247113 0.00177174 0.000827315 0.00136174 0.00397555 0.00510964 0.00271962 0.00166486 -0.00164601
internal_weight=625.107 16.6536 7.91783 608.453 587.747 20.706 16.5787 585.048 576.26 572.373 19.4493 12.5343 552.924 530.476 7.81156 22.448 514.359 504.952 282.985 221.967 11.3319 5.79552 269.077 230.557 226.804 129.355 122.252 91.228 85.5624 55.2641
internal_count=4633 612 132 4021 3787 234 148 3743 3620 3605 244 80 3361 3270 41 91 3087 3041 1523 1518 115 57 1481 1273 1242 548 509 361 339 231
is_linear=0
shrinkage=0.0166449


Tree=101
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 1 1 3 3 1 0 3 4 0 4 3 2 2 1 0 4 2 2 0 3 4 0 4 3 3
split_gain=4.88445 3.53817 3.45643 5.04257 3.39618 3.27859 6.65366 4.17289 4.43244 3.90991 8.10626 6.93134 4.09633 6.78438 6.61812 4.27515 8.70441 6.55876 4.48222 7.34614 5.85885 4.05295 9.35356 4.82285 7.43248 4.25494 4.51551 3.97025 6.57527 3.50208
threshold=90.937096262400004 54.884872733100003 48.109449608500007 48.914776625700007 29.850823923150003 70.348883899450016 70.74946416085001 0.4149000000000001 0.18642000000000006 71.053259929650025 95.550490414250007 -0.089139999999999997 40.722669576350008 103.37390357390002 40.94178426300001 0.098510000000000028 -0.0309 0.18839000000000003 80.538140213850014 98.230883170350012 40.00488309970001 0.059500000000000011 -0.020814999999999997 100.19345760555002 0.074735000000000024 41.835830569250014 97.491557184450016 47.74983977685001 -0.21029499999999998 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 29 -7 8 9 -8 11 -11 13 15 -14 17 -17 18 19 -12 -21 22 23 25 27 -16 -27 28 -25 -6
right_child=2 4 3 -5 5 6 7 -9 -10 10 12 -13 14 -15 21 16 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.017941551709098068 -0.017764517274174347 -0.014521846996745318 0.019731798446597466 -0.018224259387275642 -0.0015964946924716603 -0.020176312685596859 0.0098488759026781093 -0.022187186112659331 0.014208952428783513 0.00018957624652839105 0.0057293990395744033 -0.019352237831210851 0.014707460342744441 -0.015631157008902549 -0.0069817231770871865 -0.022755088101221465 0.0061006504766258516 -0.016454232730097839 0.014315083736482308 -0.023140980578886153 0.0093323597253579301 0.0072543666454884239 -0.025166993660034453 0.013020521802375458 -0.0080324945988553484 4.0157874464187097e-06 0.016179365143231934 0.014401268160045395 -0.018674336770264352 0.0025250307479686438
leaf_weight=3.0570547515526405 7.4457523785531503 4.359828194603323 2.1850239932537079 1.955568255856633 76.520492779091001 5.1839035917073479 9.9581141695380193 2.5838559456169596 6.086810164153575 9.3148890882730502 22.511071011424068 12.576550406403838 11.008611295372246 10.98932630009949 5.7515634819865253 6.869276899844408 5.5905229188501817 5.2641461528837672 9.3822512440383417 5.5430664904415599 2.325235940515995 21.635266982018948 4.5030797142535439 3.9205925203859815 30.363586578518152 8.511998228728773 12.650820326060055 8.5585727375000697 3.8004912994802016 295.56313663162291
leaf_count=137 468 113 15 71 577 91 51 30 29 63 88 297 39 228 29 63 31 43 32 68 12 89 42 17 327 39 46 29 31 1438
internal_value=0.000272494 0.0004842 -0.0107708 0.00180546 0.000577874 0.000688151 -0.000948658 -0.000494974 -0.000236819 -0.000653485 -0.00117362 -0.0110371 3.14655e-05 -0.00326964 0.00207332 -0.000906525 -0.00980796 0.00155673 0.00394125 0.000737436 -0.0135445 0.000678234 -0.0011444 0.000326221 -0.00301361 0.00611423 0.0096734 0.00634724 -0.0025804 0.00167742
internal_weight=615.97 604.384 11.5863 4.14059 601.327 596.967 224.884 219.7 217.116 211.029 201.071 21.8914 179.179 68.4749 110.705 57.4856 12.4598 45.0258 39.7616 30.3794 7.8683 99.696 78.0607 73.5576 46.6432 26.9144 21.1628 16.2797 7.72108 372.084
internal_count=4633 4079 554 86 3942 3829 1814 1723 1693 1664 1613 360 1253 565 688 337 94 243 200 168 80 649 560 518 404 114 85 77 48 2015
is_linear=0
shrinkage=0.0171707


Tree=102
num_leaves=31
num_cat=0
split_feature=1 3 0 0 2 1 1 3 2 3 3 4 0 0 4 0 0 1 2 2 2 4 0 1 4 4 0 3 2 2
split_gain=7.59508 5.48517 5.05924 7.65568 6.19914 5.70729 5.24777 4.57073 6.85589 13.9605 6.648 4.64109 4.53844 4.52481 4.32149 4.4714 5.73071 5.84004 5.43384 5.64179 8.97543 6.42622 5.63308 4.57779 5.09489 6.41893 8.58396 6.72211 6.45688 6.18515
threshold=90.937096262400004 -0.27297999999999994 93.972365491700018 85.990333302400003 0.63131000000000015 70.182199495350019 70.077349628250019 0.08079500000000002 0.15684000000000003 0.10131500000000003 0.079220000000000027 37.892416320650007 85.931187223550012 86.103248543850015 33.036871954450007 96.631250582750013 97.789976036950009 78.196493182200015 0.075080000000000022 -0.070854999999999987 -0.14008999999999996 45.458122212500008 94.770837556450019 78.728807892050014 44.749265482150008 43.426369480700011 102.65877371115 -0.222165 0.17437500000000003 -0.088880000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 12 14 6 7 10 11 -10 -5 -9 -3 -13 -4 18 -17 -18 19 20 21 -16 -21 -19 25 26 28 -28 -25 -26
right_child=-2 2 4 5 -6 -7 -8 8 9 -11 -12 13 -14 -15 15 16 17 23 -20 22 -22 -23 -24 24 29 -27 27 -29 -30 -31
leaf_value=-0.0039324080549344538 -0.0061442701146286064 -0.00014145809669309815 -0.010368763599957627 0.0022011951959746753 0.0061688875467926282 -0.0059860641095201448 0.0089933697155081278 0.0056713021336716974 -0.014701948361772443 0.0028250633466035033 0.0084874330710800021 0.0066389878540785213 -0.0075367508610863047 0.00072006216746097276 0.0040761560119474188 0.0029063176034336354 -0.0038777841846261408 0.0048532266217026186 -0.01429261570018521 -0.0052641799384752237 -0.0079574628512859048 -0.0074683701531819361 0.0064074550598119274 0.0044100201982085379 -0.00026014258931053065 -0.010535539432684031 0.0057731050424875254 -0.0063492342191204766 -0.0057364421738519784 0.0084593067958530273
leaf_weight=21.714318886399269 13.822062281891702 129.91700612194836 3.4570939913392058 42.045084305107594 10.1327917445451 6.3997746668755999 8.4928934872150403 20.443766683340073 5.8611349239945403 8.1643043383955938 18.053281910717487 10.589880459010599 6.5439063236117354 114.93449153006077 12.103377427905796 40.715207353234291 34.535190559923649 13.958494894206522 2.9214280657470217 4.6438821926712981 19.470486462116245 5.1646118480712166 9.3647806383669359 22.808578822761778 18.630317166447643 5.819720644503831 4.0487028062343553 22.628639232367284 5.9335250146687022 9.086424879729746
leaf_count=238 554 957 89 170 51 90 21 65 55 29 89 39 44 455 56 147 265 57 26 45 265 84 37 82 151 80 27 295 44 26
internal_value=0.000210202 0.000347744 0.000498409 0.00113624 -0.000466943 0.00208418 0.00231012 0.00205223 0.00128695 -0.00449935 0.00408955 0.00184293 -0.000496095 0.00121941 -0.000752715 -0.000609321 5.11184e-05 -0.000794646 -0.00280179 -0.00214029 -0.00392427 0.000623351 0.0025383 0.000239968 -0.00048392 -0.00187896 -0.000969912 -0.00450948 0.00231538 0.00259837
internal_weight=652.405 638.583 616.869 371.446 245.423 234.985 228.585 220.092 159.994 14.0254 60.0984 145.968 136.461 125.524 235.29 231.833 178.165 137.45 53.6686 50.7471 36.7385 17.268 14.0087 102.914 88.9559 61.2392 55.4194 26.6773 28.7421 27.7167
internal_count=4633 4079 3841 2014 1827 1013 923 902 643 84 259 559 1001 494 1776 1687 1174 1027 513 487 405 140 82 762 705 528 448 322 126 177
is_linear=0
shrinkage=0.00866462


Tree=103
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 3 0 1 3 4 0 1 3 1 4 4 3 3 0 2 2 4 3 4 4 2 1 2 0 1
split_gain=9.32464 9.04478 7.45884 7.4194 6.92806 6.85387 6.49493 6.19544 5.34559 4.99339 5.01843 9.99937 6.55605 4.98401 4.48629 5.1645 4.41704 6.71305 6.55834 5.26622 6.13369 5.38342 4.95095 4.54557 5.68752 4.51771 5.61473 4.51469 4.20748 3.92264
threshold=70.348883899450016 85.705356740550016 61.917879202350001 70.74946416085001 85.121961326250016 -0.17949499999999999 85.619326080400015 90.937096262400004 0.091510000000000022 37.232443001650005 95.217121606100008 71.053259929650025 -0.20885999999999996 71.397382570300024 43.968221017800005 44.952171034750002 -0.24748499999999998 -0.17949499999999999 113.1679565431 -0.051199999999999996 -0.068964999999999985 38.804629908750009 0.070640000000000022 39.198779702000003 39.955516828000007 -0.094409999999999994 75.499969677400017 -0.13867499999999996 98.230883170350012 54.884872733100003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -2 29 -4 14 9 -8 13 11 -11 -13 -5 -7 -16 -12 -18 19 20 21 -19 -21 -23 -25 27 -27 -26 -29 -1
right_child=3 -3 5 7 -6 6 8 -9 -10 10 16 12 -14 -15 15 -17 17 18 -20 22 -22 23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.0078857169631955468 -0.0090234857935320763 0.0016124779918119012 0.0027271565493040776 0.0033089595465068469 0.0056029986947551706 -0.0092679541314693841 -0.0054599651975700009 -0.0054054712413798825 0.0049166816199265042 0.0064101104663595232 -0.005071169701465701 0.0010953956184550201 -0.0084437583160084876 -0.0054587303727978605 0.007818849669463012 -0.0081512426154963808 0.0061446838961020551 -0.0070986011512656714 -0.009826919897266714 -0.0043103851411460574 -0.0078660660892962923 0.0067947442716493377 0.0028975676658435177 -0.008648256571655983 0.00013642571215996909 -0.0042053225915059849 0.0044948434970788972 0.00067240198126120433 -0.0092249742849221557 -4.3091858725560625e-06
leaf_weight=3.784035623073577 6.1277567241340867 298.08819210529327 8.0109041631221753 4.52823677659035 12.597575925290583 16.485111983492974 5.6778202503919584 14.670152824372051 5.4426239356398582 4.8191112838685539 7.9474114812910548 5.7188993990421357 13.678632084280247 18.276104792952538 2.0781032778322688 2.4933963678777218 11.551761794835327 5.8023535348474971 3.5405623130500308 5.9043642282485953 6.0768638737499705 5.7130200415849677 55.214176040142775 4.1436681300401679 42.849449530243859 5.1293501630425622 21.791389595717192 3.9105581566691381 6.2413121312856674 53.652020715177059
leaf_count=137 91 1230 38 24 37 254 36 554 16 18 67 29 283 282 9 62 40 60 43 38 59 21 257 37 306 32 79 20 90 384
internal_value=0.000235515 0.00093537 -0.000895832 -0.000891134 0.000578482 -0.00346505 -0.00500668 -0.000689794 -0.000381374 -0.000392678 -3.16589e-05 -0.00323511 -0.00563137 -0.00371774 -0.0074494 -0.00089159 0.000385834 0.00062966 0.000246607 0.000465717 -0.000577712 -0.000114332 0.00220124 0.000337058 -0.0001018 0.000341303 0.00283716 -0.000926405 -0.00541245 -0.000523557
internal_weight=661.945 408.31 110.222 253.635 70.0336 40.188 32.1771 247.507 11.1204 232.837 210.033 24.2166 19.3975 22.8043 21.0566 4.5715 185.816 177.869 166.317 162.777 101.658 95.5811 61.1185 89.7787 84.0657 79.9221 26.9207 53.0013 10.1519 57.4361
internal_count=4633 2203 973 2430 558 415 377 2339 52 1785 1479 330 312 306 325 71 1149 1082 1042 999 704 645 295 585 564 527 111 416 110 521
is_linear=0
shrinkage=0.00748158


Tree=104
num_leaves=31
num_cat=0
split_feature=0 0 1 2 4 2 2 0 1 1 1 3 2 4 1 3 3 2 0 2 3 2 4 2 2 2 4 4 4 0
split_gain=9.34767 9.68813 6.74796 6.42227 5.55677 5.08632 6.39258 4.97224 8.40539 4.84941 4.70577 10.9386 8.8175 6.96248 5.17833 5.07384 14.6276 6.5776 9.78582 5.85821 8.34927 4.88815 6.60552 6.24043 4.83042 5.97207 5.45304 9.88238 6.47263 5.68346
threshold=93.972365491700018 85.990333302400003 70.182199495350019 0.70681500000000008 38.238138001450004 -0.58835000000000004 -0.50748499999999985 94.940210418650011 71.397382570300024 70.077349628250019 71.830224329350003 0.089505000000000015 -0.10040499999999999 39.427119987250002 90.937096262400004 0.09117500000000002 0.08759500000000002 0.09450500000000002 105.93331571405001 0.059500000000000011 -0.21029499999999998 -0.59496499999999986 39.198779702000003 -0.14008999999999996 -0.0309 -0.088880000000000001 47.927946529500012 42.371983470600007 48.109449608500007 102.21786657775002
decision_type=2 2 2 2 2 2 2 2 2 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 9 4 7 -1 -7 -2 -9 -3 11 -6 -13 -14 15 16 17 19 -19 20 -12 -17 -23 -24 25 26 27 29 -28 -22
right_child=3 2 -4 -5 10 6 -8 8 -10 -11 14 12 13 -15 -16 21 -18 18 -20 -21 24 22 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0066114484970931781 -0.010708022041215104 0.0019114248241016729 -0.0054524875150867118 0.0052011469379287731 -0.006875177819654469 -0.0093301379526429772 -0.00052116012540916916 0.0048738605423610101 -0.0044879331504406256 0.0075973968464564173 0.0047041770894647198 0.0077829424697039382 0.0087686525541473895 -0.0073648410778879361 -0.005088571693936346 0.0030093285542916173 0.00641483300371743 -0.011557306943421235 0.0031214248809375415 0.0055054543556965069 0.0041692035744076662 0.0040785314880540987 -0.011136913578274555 -0.0027935324955804565 -0.011519134882382298 0.0027003009182333584 0.0087484772983963104 -0.010144928079118995 -0.0022173365780550525 -0.0089621884013195308
leaf_weight=5.6313797235488883 5.199521090835332 231.24121069908142 7.1231295056641093 9.8496041689068061 20.355134151875973 5.026064094156026 142.02128602936864 7.0021793916821471 29.289821092039347 9.1897534728050214 15.297674294561139 7.3613307960331467 2.0560385063290578 6.7534838281571865 11.509140837937592 9.5011776722967607 24.116406969726086 6.8154035191982967 4.4065112918615341 11.692820139229296 6.7527306303381796 6.2035851925611487 6.7359332330524913 24.479163218289617 2.7921509407460823 16.498193345963962 4.1274258494377163 11.739476580172775 13.698265351355074 2.7263133600354195
leaf_count=19 48 924 95 49 258 93 1043 26 495 23 65 34 6 70 407 36 77 62 26 33 25 29 63 151 27 72 10 153 170 44
internal_value=0.000230622 0.000972688 0.00191061 -0.000881903 -0.00111494 -0.000548067 -0.00082225 -0.00368749 -0.00268167 0.00212875 -0.0006199 -0.00313098 0.00158205 -0.00359947 -0.000107765 0.000234303 0.0010672 -0.000268577 -0.00579341 0.000458046 -0.000343483 -0.00190766 -0.00315616 -0.00459396 -0.00166718 -0.00117192 -0.00280813 -0.00543753 0.000321728 0.000392421
internal_weight=667.192 400.233 247.554 266.959 257.11 152.679 147.047 41.4915 36.292 240.431 215.618 36.526 16.1709 8.80952 179.092 167.583 120.663 96.547 11.2219 85.3251 73.6322 46.9199 37.4187 31.2151 58.3346 55.5424 39.0442 21.2185 17.8257 9.47904
internal_count=4633 2197 1042 2436 2387 1155 1136 569 521 947 1818 368 110 76 1450 1043 764 687 88 599 566 279 243 214 501 474 402 222 180 69
is_linear=0
shrinkage=0.00767626


Tree=105
num_leaves=31
num_cat=0
split_feature=1 0 4 1 0 0 3 2 3 1 3 4 3 4 4 3 1 3 0 2 2 0 4 0 1 3 3 4 4 2
split_gain=18.4346 18.4581 9.70829 7.38233 8.92683 7.99328 7.0877 8.60877 6.98793 6.90764 6.33611 6.4443 6.2666 6.24858 6.23032 5.66126 5.58081 5.22896 5.10553 5.63833 8.92844 4.94928 5.59286 4.73478 4.66048 8.04375 5.87171 4.5051 7.97296 5.19376
threshold=70.182199495350019 85.990333302400003 44.279556297950009 90.937096262400004 95.44832900530001 98.230883170350012 0.091510000000000022 -0.237895 -0.20885999999999996 78.196493182200015 0.089345000000000022 37.345948426100009 0.087700000000000014 38.536700832000001 36.772607578000013 0.090465000000000031 78.381996793250025 0.092675000000000021 85.866664228400012 -0.016014999999999998 0.11061500000000003 96.631250582750013 43.61821939175001 91.625341543800019 72.62331947780001 0.091705000000000023 0.12140000000000002 42.783136484500005 40.722669576350008 -0.13734499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 8 21 7 -1 -2 12 11 -9 -7 -8 16 -10 -11 -17 19 27 -21 22 -6 -4 -14 -26 -27 28 29 -13
right_child=3 2 23 -5 5 9 13 10 15 14 -12 18 24 -15 -16 17 -18 -19 -20 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0068540978268031485 0.0020066573930960312 0.0025679376844078539 0.00065963547447383966 -0.0053513941551602542 -0.0049883058801771414 -0.0084967365897111319 0.0050353843314798821 -0.0061635271643682692 -0.0072137232301620032 0.0097216107147380763 -0.0077174265972425283 -0.0076790326409034992 0.0055823566864169347 -2.7879457694358401e-05 8.6269400257444563e-05 0.0042141725265108605 -0.007656997724782161 -0.0048303023521810507 -0.0074017632703438771 -0.0086441361000211634 0.0032010076699098577 0.0026398401912047188 0.0027540550920993633 -0.0073660326253823585 0.0046498355449800279 -0.0096239800446547754 -0.00026263864657757429 -0.0002726220942204796 0.0059001880725096621 0.0031564269522693271
leaf_weight=12.91670188680291 8.0176434069871885 256.47796837240458 6.7663449421524984 17.10011257790029 9.5190862864255923 9.6644170358777064 14.888848170638083 8.1928160488605482 20.529813468456268 0.94541520997881701 5.9039008840918532 3.9523428492248076 3.2163354679942158 44.302097424864769 105.71541872248054 4.6772713139653188 7.9419379401952028 7.7899916917085648 3.8802117705345145 6.9359292257577234 5.0116355903446674 54.199933543801308 7.7296235561370841 6.6775739155709743 4.3638739176094559 7.8537885099649412 5.0223047733306885 32.591250021010637 18.676511242985725 4.1422651484608579
leaf_count=201 36 934 29 554 61 119 48 133 330 4 49 82 13 201 709 25 172 88 22 140 26 205 30 59 14 71 32 172 60 14
internal_value=0.000321165 0.00119272 0.00227435 -0.00104936 -0.000763321 -0.000214604 -0.000616222 -0.00169457 -0.00365539 -0.00112818 -0.000948162 -0.000468866 -0.00400966 0.00124573 -0.00037085 -0.00503116 -0.0058083 -0.00143714 0.000151631 0.000562637 -0.00367546 0.0016359 -0.00151874 -0.0033267 -0.00188977 -0.00328379 -0.0059726 0.00141562 0.00347089 -0.00213419
internal_weight=705.603 431.316 269.922 274.287 257.187 216.172 161.395 102.204 41.0147 144.723 89.2869 83.383 30.1207 59.1909 114.603 32.9971 8.88735 12.4673 75.1901 71.3099 11.9476 71.4486 17.2487 13.4439 20.4563 17.24 12.8761 59.3624 26.7711 8.09461
internal_count=4633 2170 1022 2463 1909 1430 1148 899 479 1134 698 649 249 249 885 443 176 113 516 494 166 296 91 88 130 117 103 328 156 96
is_linear=0
shrinkage=0.00676168


Tree=106
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 0 2 3 4 1 3 3 0 3 3 2 4 0 0 4 4 3 3 1 3 0 2 4 1 2
split_gain=24.1293 20.2513 11.0182 10.887 8.56349 8.36742 7.42019 11.5846 7.28854 7.41918 7.0085 6.67151 6.28825 6.23127 12.9682 13.1067 11.9618 7.62479 8.19281 6.30246 6.20996 7.16155 6.10347 5.90806 9.37269 7.54843 7.35462 5.97381 5.91016 6.99001
threshold=70.182199495350019 85.705356740550016 90.937096262400004 95.44832900530001 0.10176000000000003 98.230883170350012 -0.23401999999999998 0.091705000000000023 36.772607578000013 78.27445846800002 0.087700000000000014 -0.20885999999999996 87.842680954300008 0.08759500000000002 0.092895000000000019 0.0027500000000000003 42.154118731400011 87.525442894850016 86.866770652900016 43.564719632750005 35.119813570500007 0.10602000000000002 0.10214000000000002 62.00390986255001 -0.17949499999999999 76.535026057600007 -0.23557500000000001 48.393869453650005 58.309968391300011 -0.089569999999999997
decision_type=2 2 2 2 2 2 2 2 2 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 11 23 -5 7 12 -7 10 -10 -2 -3 19 15 17 22 18 -15 -8 -6 -22 -16 25 -25 27 -27 -1 -28 -30
right_child=2 6 -4 5 20 8 13 -9 9 -11 -12 -13 -14 14 16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 26 28 -29 29 -31
leaf_value=-0.0032101630911862133 0.00088536465714076588 -0.00036644476794985464 -0.0035241311293703424 0.00097302895018663491 0.0051544415176254833 -0.0034681315224064113 0.0024038088389803022 0.0019921982722003982 -0.0052070814123458238 5.1303347804117544e-05 -0.00086182300108416428 -0.0031375998365891205 -0.0058456594981715401 -0.0004888718863232986 0.0035494732317571929 -0.0074912824128231942 -0.00087151721199633448 0.0017679465372238807 -0.0065952523525615392 -0.00010953769132232203 0.0032777427993693031 -0.0022078478195918039 0.0013537405051971371 0.0010769270673945093 -0.0045730693095435721 -0.0039708611129003792 0.0044167782975255629 0.00020400542547608773 -0.0025487635548167489 0.0017855832585407939
leaf_weight=22.923930373042822 8.5001353621482831 6.4724494218826312 21.56851545907557 75.184629984200001 6.1432084739208248 14.19292646832764 130.24539668112993 13.355777673423288 9.1916410587728041 115.67785003781319 18.803937204182148 35.453540578484535 7.5447087213397026 16.033760294318203 39.621544122695923 4.6010468229651442 24.155708529055119 17.600316695868969 4.7332851886749259 19.017499856650829 7.3601373061537734 8.5645185783505422 44.93657062202692 6.9033969491720226 16.689657535403967 5.1149895787239066 7.7261020690202704 13.569565802812575 9.116361275315283 19.269341841340069
leaf_count=402 36 34 554 296 14 215 436 40 102 708 109 443 58 66 104 34 107 58 31 82 21 50 147 32 201 43 20 61 56 73
internal_value=0.000183101 0.000777726 -0.000716482 -0.000497869 -0.000630926 -0.000146744 0.00130709 -0.000725835 -0.000680041 -0.000404616 -0.00228848 -0.0023596 -0.00331562 0.001492 0.000909856 -0.000986934 0.00165955 -0.000206927 -0.00188066 0.00208358 0.00167122 0.00032751 0.0023826 -0.00113237 -0.00291986 -0.000589758 0.000606041 -0.00194066 0.00125433 0.000393563
internal_weight=750.272 451.699 298.573 277.005 123.381 233.051 328.318 27.3729 157.866 143.673 27.9956 43.9537 14.0172 300.945 151.682 42.9684 108.714 38.3674 20.767 149.263 22.0679 15.9247 84.5581 101.313 23.5931 77.7203 41.2268 36.4935 36.1118 28.3857
internal_count=4633 2170 2463 1909 973 1430 1197 132 1134 919 211 479 92 1065 547 189 358 155 97 518 85 71 251 888 233 655 192 463 149 129
is_linear=0
shrinkage=0.0040783


Tree=107
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 2 1 4 3 1 3 1 1 4 1 2 2 2 3 3 3 2 3 4 0 0 3 1 1 3
split_gain=15.7961 16.0074 9.70234 8.36358 7.55267 6.68976 9.30501 9.74491 8.4258 13.7523 12.8921 10.534 8.57014 8.19538 7.8071 7.02952 11.5115 6.67771 6.59403 8.95489 6.05775 9.44469 7.61403 6.84803 6.76829 7.55101 8.2533 7.07957 6.32627 5.92726
threshold=70.182199495350019 85.990333302400003 89.89935142405001 94.625660817400004 44.279556297950009 -0.051199999999999996 81.339300736700025 42.498713093000006 0.074735000000000024 74.257902021100008 0.083555000000000032 83.602982482550019 83.116371560950014 40.00488309970001 75.28220456885002 -0.15962499999999999 -0.17605999999999999 -0.160525 0.088755000000000014 0.10821500000000002 0.091510000000000022 -0.237895 0.087795000000000026 38.536700832000001 76.535026057600007 73.921844754800006 0.070640000000000022 58.309968391300011 55.782817748650011 -0.25587999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 17 -3 8 -7 -8 9 -5 15 12 13 -12 -15 16 -10 -2 -16 -20 21 -1 24 -22 25 26 28 -26 -23 -30
right_child=2 4 -4 5 -6 6 7 -9 10 -11 11 -13 -14 14 18 -17 -18 -19 19 -21 23 22 -24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.0055763994110599067 0.00076755891456520568 0.0018491653803007562 -0.004024264752298134 -0.0077362116632744803 -0.0023063076499645007 0.0019830337900764643 -0.0054753514918690791 0.0024917387955181291 -0.0069001647769916146 0.0026961686298766839 -0.0029084971658596371 -0.007040205061696489 0.0079232259697332198 -0.0019838555058277136 0.0052284419475489728 -0.0063832920470517987 0.0046960190489026077 -0.0059975258259371026 -0.0022329228616364905 0.0057662516241423498 0.0040392859018577639 -0.006518643616230297 -0.0050136929612253182 -0.00020058078932486107 0.0061098683742239618 -0.0063206641941296873 0.0071850208575257651 0.00028579308690918125 -0.004443501352531431 0.0035924192799975715
leaf_weight=13.231156609952448 6.2617009542882469 260.13114516437054 25.043545817956328 4.2213102914392939 13.52746821194887 65.645910609513521 11.449220638722183 7.4508615136146537 4.8386730886995792 30.967716779559851 24.942555112764239 6.6958857644349328 3.8583648055791846 18.078378707170486 14.260717153549193 20.840846640989184 5.2447098195552844 13.620561394840477 12.782419413328173 6.0674376189708701 15.025704577565191 5.792115708813081 10.478792637586592 43.982124708592892 7.167915701866149 8.9170936346054059 3.5406117625534526 42.627254240214825 4.4335972219705582 6.8953628018498403
leaf_count=201 43 934 612 44 88 285 150 30 60 147 219 97 8 130 39 301 18 194 68 18 48 121 80 201 17 170 12 213 56 29
internal_value=0.000196663 0.00084394 -0.000802559 -0.000488895 0.00164375 -0.000205918 0.00101785 -0.00233454 -0.000883047 0.00144469 -0.00157951 -0.000507285 3.958e-05 -0.000359965 0.000881844 -0.00458513 -0.000868596 -0.00386694 0.00244652 0.000341871 -0.000506379 -0.00129944 -0.000669638 0.000879055 -9.61447e-05 -0.00215049 -0.000350747 0.00112416 -0.00190913 0.000447556
internal_weight=718.021 435.75 282.271 257.227 273.659 237.345 84.546 18.9001 152.799 35.189 117.61 86.6858 79.9899 76.1315 51.189 30.9242 10.0834 19.8823 33.1106 18.8499 162.092 103.084 89.8527 59.0078 79.374 29.5788 20.6617 49.7952 17.1211 11.329
internal_count=4633 2170 2463 1851 1022 1614 465 180 1149 191 958 579 482 474 255 379 78 237 125 86 1148 899 698 249 618 388 218 230 206 85
is_linear=0
shrinkage=0.00542213


Tree=108
num_leaves=31
num_cat=0
split_feature=1 0 1 3 1 4 3 4 2 2 4 3 2 2 3 0 1 3 4 2 2 1 0 4 3 0 0 2 1 2
split_gain=19.0156 17.027 8.10544 7.58786 7.37251 5.73114 6.33754 5.6035 6.43802 9.4894 8.41851 7.17004 7.03207 8.60777 6.34703 10.8143 5.59956 5.39734 5.19691 8.34782 6.93722 9.08959 10.7423 5.04477 8.09647 4.96522 4.88017 4.61333 4.52818 4.4655
threshold=70.348883899450016 85.705356740550016 90.937096262400004 0.10176000000000003 70.74946416085001 35.119813570500007 0.10602000000000002 37.232443001650005 -0.094409999999999994 -0.156745 43.663128814500006 -0.20885999999999996 -0.21563499999999999 -0.59496499999999986 0.074735000000000024 104.25302938255003 71.397382570300024 -0.245505 48.393869453650005 -0.22386500000000001 -0.16262999999999997 62.00390986255001 76.535026057600007 44.578137159850009 0.080375000000000016 99.198728097250012 85.398872513700013 -1.0000000180025095e-35 71.504920895500007 0.11061500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 -2 -5 -7 16 9 11 25 -9 13 -13 -14 -16 -6 -10 19 -1 -21 22 29 -3 -25 28 27 -24 -11 -22
right_child=2 23 -4 5 7 6 -8 8 17 10 -12 12 14 -15 15 -17 -18 -19 -20 20 21 -23 26 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0048588914109193243 -0.0065206594958113675 0.0017477836491997226 -0.0043550805505035775 0.0067685419516011966 0.0024174882214568947 0.0041413296622458511 -0.0028041626712724563 0.003765010378888098 -0.0043159236789401031 -0.0037976234517574647 -0.0064434572638604384 0.00085839060877471488 0.0067144647041551585 -0.0048357383772241382 0.0040861918272399175 -0.0067232362843950549 -0.0041784319680005051 0.00086023797591268901 0.0013151208711534408 0.0075514333919882784 -0.0062900195117511649 -0.0054651867244828083 0.004763184284485634 -0.0059386757785139278 0.0017562577981408607 -0.0051601914360114871 -0.0012519365612097086 -0.0010566738777049803 0.0031245247980471245 0.0049526608868065364
leaf_weight=22.681760229170322 6.2001583334058514 309.29906918108463 18.773610733449459 5.7729781270027187 4.739772584289315 7.295087754726409 8.4968236759304983 12.227918356657026 6.336144231259822 4.1980580203235176 16.143364461138844 13.849850852042431 5.5829313769936588 18.562816299498085 6.6628402024507505 4.7270732708275318 20.378823539242148 120.13084372133017 16.562153108417988 2.7328041121363631 9.2367942202836257 12.534577727317808 14.020351029932497 6.7860339507460621 10.264984197914599 6.0187832154333583 12.866104766726492 5.7335167825222042 8.6227996423840505 1.1917068362236012
leaf_count=363 91 1131 554 14 24 21 50 45 51 50 287 68 12 170 25 61 282 622 73 9 180 118 39 56 43 59 67 31 29 8
internal_value=0.000246338 0.000942588 -0.000889137 -0.000826165 -0.000633348 0.00210803 0.000404314 -0.000486269 -0.000210658 -0.00127318 -0.0035468 1.77349e-05 -0.000910096 -0.00240265 0.00194021 -0.000399967 -0.00293381 0.000600906 -0.00147475 -0.00204521 -0.000950843 -0.00136887 -0.000176127 0.00158822 -0.0013062 -0.0010647 0.00136774 0.00307398 0.000857939 -0.00500527
internal_weight=718.631 445.475 273.156 119.125 254.382 21.5649 15.7919 248.182 223.063 96.5964 34.983 61.6134 49.3855 32.4127 16.9728 11.3899 25.1186 126.467 97.5598 80.9976 58.3159 55.5831 43.0485 326.35 17.051 18.8396 32.62 19.7539 12.8209 10.4285
internal_count=4633 2203 2430 973 1876 85 71 1785 1479 806 425 381 336 238 98 86 306 673 888 815 452 443 325 1230 99 138 137 70 79 188
is_linear=0
shrinkage=0.00546599


Tree=109
num_leaves=31
num_cat=0
split_feature=0 4 0 2 2 4 2 4 1 3 2 2 3 3 3 2 0 4 0 2 1 4 1 0 3 0 3 2 0 1
split_gain=6.81228 5.5123 9.4104 5.56627 8.93965 6.36583 4.46606 4.55442 4.8136 6.27795 5.91655 4.89382 4.30545 3.98287 6.07871 8.53321 5.25918 3.96148 3.98908 3.84081 12.4295 8.116 11.1492 5.2323 9.01354 3.31877 7.62842 8.17661 4.15233 3.87417
threshold=98.230883170350012 44.461493122800007 75.381677519650012 -0.61402999999999996 -0.237895 44.952171034750002 -0.61402999999999996 36.772607578000013 78.27445846800002 0.087700000000000014 -0.59614999999999996 -0.50748499999999985 0.10821500000000002 -0.13578999999999999 -0.22831499999999999 -0.15962499999999999 116.75435968915001 49.064150740050003 85.57362229215002 -0.09280999999999999 83.116371560950014 44.749265482150008 81.573196594050017 104.22883325935001 0.074735000000000024 97.491557184450016 0.089045000000000027 0.13747000000000004 97.722764583650005 70.182199495350019
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 9 -9 -10 -12 -8 14 15 -13 19 -7 -19 20 -15 22 -21 -22 -25 29 -27 28 -28 -4
right_child=6 3 25 4 5 17 7 8 10 -11 11 13 -14 16 -16 -17 -18 18 -20 21 23 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.013483236281602851 -0.023316232225578517 0.020874450131001792 0.0027120786151238383 -0.020020759892741866 -0.017374907813384535 0.0044047442919263749 -0.018436749427069844 -0.020541353928141576 0.016923456353673802 -0.0024011680955887617 -0.019390215010351753 0.01872465101470849 0.0046838675930974622 -0.020574393192636372 0.014775126900220563 -0.017304853467810695 -0.018397829840776266 -0.00010686505497276302 -0.022338038245731294 0.0050578125413700695 0.015309776283194227 0.020036599292651225 -0.013736519474813001 0.012618406174810755 -0.018961144755666084 0.018601134639885906 0.0017935117389374768 0.017866464446603125 -0.021017533221525341 -0.001758661370584605
leaf_weight=10.76029025018215 2.8958365805447093 2.464144453406333 340.54761643521488 9.0034534968435747 6.1673792432993642 26.35319939814508 8.5864262823015434 7.7919261865317848 5.5380173958837977 17.007709268480539 3.8328489232808343 2.8729388732463121 3.0598949687555423 9.9313058648258394 11.087745562195776 5.1271298155188578 4.9870897438377133 6.3407513797283155 3.5135297756642103 30.041746661067016 6.1794584020972279 6.190010927617549 12.52784970961511 4.7489775940775854 5.4219360258430243 11.116250880062582 4.5313283875584585 4.6688187569379798 4.4110126048326492 64.588375445455313
leaf_count=348 52 6 1517 162 104 139 268 108 24 107 80 7 38 147 51 72 191 34 74 134 27 15 226 25 124 28 18 19 31 457
internal_value=0.000415543 0.00135797 0.00197567 -0.00369708 -0.00487555 -0.00165762 -0.00273673 -0.00232554 -0.00144856 -0.00810073 7.2097e-05 -0.000834401 -0.0123622 -0.000116843 0.00675265 -0.00436614 -0.00175531 0.00101957 -0.00803336 -0.00064928 -0.00580656 0.00213052 -0.00047319 0.00316351 -0.0042161 0.00236264 0.00831501 -8.56892e-05 -0.00945855 0.00199934
internal_weight=642.295 494.466 440.624 53.8425 51.3783 42.3749 147.829 144.933 133.287 24.7996 108.487 102.949 11.6463 99.1162 19.0878 8.00007 80.0284 36.2075 9.85428 75.0413 26.2817 48.7596 42.5696 16.3504 10.1709 429.863 24.7274 13.6112 8.94234 405.136
internal_count=4633 2937 2418 519 513 351 1696 1644 1338 215 1123 1099 306 1019 130 79 889 247 108 698 323 375 360 176 149 2070 96 68 49 1974
is_linear=0
shrinkage=0.0167361


Tree=110
num_leaves=31
num_cat=0
split_feature=0 4 4 0 0 1 0 4 3 1 3 4 1 4 2 0 0 2 2 0 1 1 1 0 3 2 2 2 4 2
split_gain=26.1887 17.782 16.7041 18.4845 10.1733 7.83906 13.0049 16.5044 9.60137 8.66045 7.38586 13.2609 13.1187 7.18874 7.09843 7.22569 7.24679 6.88313 6.94672 6.85197 8.24263 10.9015 7.94868 6.57305 9.95949 6.0139 9.40631 7.16166 7.36889 5.73227
threshold=102.75018128760001 44.749265482150008 42.783136484500005 75.381677519650012 100.19345760555002 64.369753017350021 86.681267041950008 41.965446242000006 0.10487000000000003 65.036490633650018 0.081775000000000028 41.257948413050009 62.057679025150001 49.247968080500009 0.70681500000000008 102.32271644485002 93.972365491700018 -0.124155 -0.25572 96.082805124100005 71.053259929650025 70.816675614150014 69.999384342500022 98.230883170350012 0.099855000000000027 -0.57826499999999992 -0.24150999999999997 -0.070854999999999987 49.292797572200008 -0.22932499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 25 6 7 17 -9 -7 -8 -12 -13 -3 15 16 -11 18 -5 20 21 22 -18 24 -21 -4 -27 28 -28 -20
right_child=1 13 4 5 -6 9 10 8 -10 14 11 12 -14 -15 -16 -17 19 -19 29 23 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0037296875781264237 -0.003219990208903345 0.0018327708166248952 0.0037005651736901016 0.0016675476100415066 -0.0045400721329886019 -0.0044440478984882469 0.0041429697366265235 -0.0009611225448210957 -0.007272076497944124 0.0012109298324938186 0.0036288634725026229 -0.0059315773377402008 0.0012167429573742995 -0.0016664980230723047 0.0041981531905748003 0.0037690480147924378 0.0027718498801017058 0.0018845900928332181 -0.0058434078742757101 0.0020403438547020578 -0.0046306740655379722 0.0045362932695522142 -0.0037813197392542698 -0.00076313769028871052 -0.003283099604363997 -0.0041133557622392587 0.00056624685423696476 -0.001992290686744148 -0.0033027415819706666 -0.00021302528534744992
leaf_weight=14.232539683580397 58.106935143470764 22.370999664068222 5.7054142095148555 11.872939415276052 10.451461356133221 5.8051980137825003 36.495111912488937 22.812717020511631 4.8271958604454985 86.359284058213234 27.710512794554234 5.6486367285251644 17.051250398159027 17.133851788938046 8.6439899131655675 10.332886092364786 4.1175210475921693 99.295833393931389 5.3673912808299065 42.01444885879755 11.783478971570728 5.5016093477606764 11.899624347686766 53.079143404960632 6.7399859204888335 11.324418932199476 97.110205236822367 30.538072548806667 8.8797137513756734 6.7424648106098157
leaf_count=268 889 121 18 51 117 41 113 115 36 319 73 35 55 184 26 28 12 312 50 135 119 16 107 305 39 168 500 246 103 32
internal_value=0.000176548 -0.0017893 0.000466262 0.000836635 -0.000659098 0.000970884 0.00149732 0.000775921 -0.0020633 0.000462519 0.00275008 0.00174169 -0.000562044 0.000315085 0.000580968 0.000446097 0.000291079 0.0014125 -0.000542117 -0.000296757 -0.00189752 -0.00040087 -0.0020967 0.000226734 0.00130441 -0.000394951 -0.000552992 -0.000257674 0.000242107 -0.00270855
internal_weight=759.955 97.6118 662.343 498.334 164.009 484.101 237.824 150.919 27.6399 246.277 86.9055 50.4104 22.6999 39.5049 240.472 231.828 221.495 123.279 23.9828 135.136 33.3022 21.5188 16.0171 101.834 48.7544 153.558 147.852 136.528 105.99 12.1099
internal_count=4633 1194 3439 2287 1152 2019 872 596 151 1147 276 163 90 305 1106 1080 1052 445 133 733 254 135 119 479 174 1035 1017 849 603 82
is_linear=0
shrinkage=0.00406533


Tree=111
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 3 4 1 0 3 3 3 1 1 4 2 3 0 4 2 2 1 0 4 4 4 4 0 2 2
split_gain=23.3389 21.5554 10.438 11.0452 10.7059 9.3214 7.72679 7.68769 7.57584 6.998 6.48094 5.99908 6.40896 8.80282 5.64812 7.45377 5.88962 5.44502 5.26858 7.78879 7.15955 7.60523 9.91137 5.21067 5.20647 9.8989 10.5455 8.8416 5.44147 6.86927
threshold=70.182199495350019 85.705356740550016 90.937096262400004 95.44832900530001 98.230883170350012 0.099855000000000027 36.772607578000013 78.27445846800002 93.972365491700018 -0.20885999999999996 0.087700000000000014 0.090465000000000031 71.104340634100012 70.816675614150014 35.119813570500007 -0.092084999999999986 0.10602000000000002 96.631250582750013 48.393869453650005 -0.22386500000000001 -0.16262999999999997 62.00390986255001 76.535026057600007 43.61821939175001 42.055256506450007 42.684965421050009 42.686561923500008 86.345209775600011 -0.083330000000000001 -0.23371499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 9 17 18 -6 10 24 -2 -8 -11 13 -13 -7 -16 -17 23 19 -1 -21 22 -22 -5 -3 27 -27 -26 29 -28
right_child=2 8 -4 4 6 14 7 -9 -10 11 -12 12 -14 -15 15 16 -18 -19 -20 20 21 -23 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.0051664410322105727 0.0015063664903667085 0.0025598488126060133 -0.0048077479548154188 -0.0039999803404090215 -0.0049720529892455373 0.0068667938481482248 -0.0073250456809449502 3.69690326307767e-05 -0.0022113819125385513 -0.0062007182453949752 -0.0014196911115798927 -0.0041665105016478604 -0.0068636521449081545 0.0072813619283613818 -0.00553104748092833 0.0052852322250061647 -0.0024129063496021517 0.0024517728846082118 0.0011322116546294461 0.0074903502283806839 -0.0052249729898877781 -0.0056368371610538469 0.0011210459909874947 0.0022899813806465347 -0.0072833785265072858 0.006344621913885436 -0.0044410716629009412 0.00010768115255910755 -0.0013814752634027903 0.0029174503198892993
leaf_weight=23.280170973390341 8.0243774652481061 206.93876846134663 21.65852215513587 9.6595917865633982 14.759712990373371 6.1809580922126797 8.9383214823901671 112.92242298275232 14.355764985084532 22.454945273697376 18.901536852121353 4.4365161135792714 4.5508949644863597 4.338080532848835 4.859739370644097 9.487762242555613 4.9324692264199266 56.981514319777489 16.860082551836967 2.9086700305342665 10.888296525925396 12.42107207328081 30.684859201312065 7.7521129995584479 7.6048294529318836 14.728247642517088 4.6315786316990843 17.326828747987747 21.270057193934917 39.23542246222496
leaf_count=361 36 690 554 61 215 15 102 708 75 330 109 43 59 11 30 25 29 205 73 9 187 113 131 30 52 56 32 67 98 127
internal_value=0.000258358 0.00107964 -0.000988937 -0.000686768 -0.000185719 -0.000964046 -0.00103856 -0.000626115 0.0018474 -0.00331659 -0.00331568 -0.00439822 -0.00136081 0.00149321 0.00211333 0.00058942 0.00265207 0.00159719 -0.00177145 -0.002382 -0.00124283 -0.00171328 -0.00054102 -0.00119954 0.00203431 0.000996558 0.00197782 -0.00214679 0.000990437 0.00214052
internal_weight=743.974 448.596 295.379 273.72 229.915 122.504 155.522 140.762 326.091 43.8048 27.8399 35.7804 13.3255 8.7746 25.4609 19.28 14.4202 74.3932 97.0432 80.1831 56.9029 53.9942 41.5732 17.4117 311.736 104.797 79.8653 24.9317 65.1371 43.867
internal_count=4633 2170 2463 1909 1430 973 1134 919 1197 479 211 443 113 54 99 84 54 296 874 801 440 431 318 91 1122 432 313 119 257 159
is_linear=0
shrinkage=0.00571439


Tree=112
num_leaves=31
num_cat=0
split_feature=1 4 4 0 4 4 0 3 2 2 4 2 2 4 1 1 4 1 1 2 3 3 3 2 3 3 2 3 4 4
split_gain=6.8067 4.41162 6.73947 5.6547 6.39905 6.19826 6.05208 4.27915 4.90146 4.2599 4.05785 4.10632 8.57761 3.81764 6.9275 3.70699 4.70574 3.41969 9.95368 3.91826 7.25297 7.96527 7.35176 6.51496 6.50839 11.4031 11.0558 9.77434 8.34421 7.86948
threshold=89.89935142405001 42.720329370750001 42.684965421050009 103.57284947555002 42.388109226950007 42.620627117000005 75.381677519650012 -0.222165 -0.16262999999999997 0.70681500000000008 45.044778924400006 -0.088880000000000001 0.022350000000000005 41.243661560350013 55.782817748650011 89.541786492700012 51.757767929250001 58.309968391300011 59.240174904450008 -0.064729999999999996 0.08376500000000002 -0.078164999999999998 -0.22831499999999999 -0.053874999999999999 0.084365000000000009 0.086375000000000021 -0.036264999999999999 1.0000000180025095e-35 41.489621506400006 36.654713368950006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 8 -5 17 -2 -12 -13 -1 -15 16 -3 -8 -19 20 21 22 -20 -21 27 -26 -27 29 -28 -25
right_child=10 15 -4 4 -6 -7 9 -9 -10 -11 11 12 -14 14 -16 -17 -18 18 19 23 -22 -23 -24 24 25 26 28 -29 -30 -31
leaf_value=-0.022402482014542327 -0.022003608999336208 -0.0018117874216267186 0.016618663603323341 0.022745377712614982 0.018432727650321126 -0.019931225399943013 0.015196493772247244 -0.020459756552186209 -0.023923285931933661 0.01950908946311852 -0.024207119086957451 0.029125372336557865 -0.024145892887714494 -0.021894676563638967 0.065630571075694505 0.016878269232970356 -0.02317589993712129 -0.029268155902467858 -0.0087138266427779325 0.015499052596360533 0.0028443602333965367 -0.016150342691875964 0.011785703616982149 0.019473406306821699 -0.027723281270165111 -0.022832702557536617 0.0077176427709667343 0.01839478389422149 -0.0096916265126140658 -0.0071178196363941978
leaf_weight=6.6840785220265371 9.2040712293237466 169.44851147197187 13.502041339874266 2.486590838059783 3.0893573686480513 5.567084662616252 9.0951323956251127 12.757825821638106 1.6520852278918088 6.5788557305932036 2.4615417551249266 3.4160987138748151 2.1864189282059669 0.99546422809362389 0.66549206525087357 4.5205164030194274 4.6727544590830794 4.3918940499424926 16.999123487621549 22.426142439246178 163.9641619194299 20.983777053654194 14.130107745528219 6.6968495380133417 6.1330724433064452 7.2585520744323722 61.584370639175177 25.794175766408443 15.125304751098154 18.384191801771522
leaf_count=217 480 1263 74 18 14 39 29 251 35 28 63 18 51 43 4 17 126 41 93 75 786 154 66 22 53 42 257 86 92 96
internal_value=0.000532894 0.000891932 0.00200692 0.00155175 -0.0093587 0.00207914 0.00237955 -0.0144401 0.00411608 0.00274926 -0.0124743 -0.0015978 0.00833591 -0.0153215 0.0131739 -0.00189766 -0.00238512 0.00246868 0.00216712 0.00253093 0.000675147 -0.00614989 0.000591272 0.00498495 0.00331239 -7.83994e-05 0.00194079 0.00931757 0.00428495 -1.77381e-05
internal_weight=642.856 625.588 446.946 433.444 19.9859 413.458 407.891 16.8965 4.13868 399.546 17.2681 8.06406 5.60252 8.34503 1.66096 178.642 174.121 392.967 383.872 379.48 216.077 52.113 31.1292 163.403 140.977 90.1013 83.9682 50.8752 76.7097 25.081
internal_count=4633 4021 2615 2541 318 2223 2184 304 53 1920 612 132 69 264 47 1406 1389 1892 1863 1822 1099 313 159 723 648 444 391 204 349 118
is_linear=0
shrinkage=0.0210015


Tree=113
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 2 4 0 1 4 2 3 0 1 0 3 1 3 1 1 2 4 4 3 2 2 1 3 3 3
split_gain=21.1178 19.3804 11.4335 9.55545 7.37586 8.81337 7.27713 7.22822 12.8116 7.10254 6.67964 6.00276 6.67349 7.12277 6.53223 8.62665 5.98428 5.93489 5.86972 9.30881 8.43593 7.09326 9.68545 7.71299 5.80415 5.52259 5.2868 4.97266 9.3822 4.95493
threshold=70.348883899450016 85.990333302400003 89.89935142405001 95.44832900530001 0.091510000000000022 -0.237895 38.536700832000001 91.109157582800023 68.20618276945001 37.232443001650005 0.63131000000000015 0.089345000000000022 76.535026057600007 58.309968391300011 73.921844754800006 0.070640000000000022 55.782817748650011 -0.20885999999999996 62.095317438950012 62.041548276350007 -0.25105499999999997 41.489621506400006 42.844429421150004 0.092385000000000023 -0.23353499999999996 -0.088465000000000002 71.246828915000023 0.077080000000000023 0.085235000000000019 0.090465000000000031
decision_type=2 2 2 2 2 2 2 2 2 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 17 5 -1 -6 18 27 26 -11 12 14 -14 15 16 -7 -2 19 21 -20 -3 23 -23 -18 -21 -5 -9 -29 -19
right_child=2 7 -4 9 6 11 -8 8 -10 10 -12 -13 13 -15 -16 -17 24 29 20 25 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.005082738045687098 0.0011604752333635756 0.003645929696942028 -0.0039621279297621615 0.0037843380592740318 0.0038966573073797501 -0.0061535637465916964 -0.0001094731696325994 -0.0079814606976191683 0.0016899519259840098 -3.1129632532205846e-05 0.0042250911210438367 -0.0056162541297342852 0.0053225263922541234 -4.4759179279152812e-05 -0.005862629124309765 0.0064242647198197462 -0.0037775840820324421 -0.0052885926402747221 -0.0021937026697501703 0.0022376960754857921 0.003093827988279793 0.00055380077320340041 0.00286420977453631 -0.007712293374439144 0.0034466612280803963 -0.0035209903244848972 -0.0037503775521263091 0.003627062843899138 -0.0043308749751174384 -0.001104107353982696
leaf_weight=13.518186260014771 7.6036785691976538 32.482047215104103 27.11982624605298 2.6872612386941936 15.484539978206156 6.239281356334696 44.536377925425768 4.060265980660918 50.048782169818878 188.6557547673583 9.8302759528160077 5.9455989040434352 7.2143421545624724 47.625516884028912 9.0577610023319703 3.5339028090238562 5.404963880777359 20.131507031619552 8.1307978034019452 5.9310401827096966 128.20342248678207 6.0800434201955813 14.39056361466646 5.4015428647398949 5.8880488611757738 14.626075081527231 19.359693687409163 5.5144463106989887 11.759921655058859 11.137664400041102
leaf_count=201 34 94 612 8 48 121 201 33 183 1072 36 49 18 242 171 12 45 313 37 18 421 23 43 35 40 73 253 18 77 102
internal_value=0.000216534 0.000895378 -0.00085217 -0.000527036 -0.000482152 -0.00129038 0.000924051 0.00168571 0.0002976 -0.000121413 0.000179665 -0.000726461 -0.000384283 0.000661323 -0.00228778 -0.000750714 -0.00219694 -0.00282821 0.00214606 0.00105343 0.00277849 0.00207961 0.000113112 -0.00333501 -1.09444e-05 -0.00185952 -0.00283199 -0.00296871 -0.00179049 -0.00379813
internal_weight=737.603 451.077 286.526 259.406 164.449 104.428 60.0209 286.629 71.3834 220.533 198.486 90.9094 84.9638 54.8399 30.124 21.0662 17.5323 38.8729 215.246 78.9113 136.334 58.3542 25.8721 11.4816 11.293 20.5571 22.047 21.3346 17.2744 31.2692
internal_count=4633 2203 2430 1818 1148 899 249 1055 311 1369 1108 698 649 260 389 218 206 449 744 286 458 195 101 58 85 91 261 128 95 415
is_linear=0
shrinkage=0.00503385


Tree=114
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 3 3 2 2 0 1 1 2 2 0 0 1 0 1 4 4 3 1 3 4 1 1 3 3 0
split_gain=13.4817 8.19864 14.1338 7.67081 6.59825 6.24844 6.03482 5.71832 6.3523 5.45727 5.4494 8.09338 5.11339 7.90731 7.90319 5.84879 6.09911 11.7736 10.9096 5.7806 9.02129 7.07752 5.10341 6.32987 5.02019 5.78525 4.97709 8.41544 5.90976 4.53656
threshold=89.89935142405001 70.182199495350019 85.990333302400003 95.44832900530001 93.972365491700018 -0.20885999999999996 0.090465000000000031 -0.58835000000000004 -0.50748499999999985 98.230883170350012 71.104340634100012 70.816675614150014 0.17437500000000003 0.0027500000000000003 85.931187223550012 71.096275259750016 58.309968391300011 82.605564516150011 57.027573863050009 42.759119507950011 43.477771593600004 0.082325000000000023 78.196493182200015 0.087700000000000014 36.772607578000013 78.381996793250025 72.62331947780001 0.091705000000000023 0.12140000000000002 85.866664228400012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -3 -7 -1 -9 -5 11 -8 13 14 15 -10 18 -18 -17 -19 -21 -22 23 -11 25 -24 -25 -28 -29 -15
right_child=-2 3 4 9 -6 6 10 8 12 22 -12 -13 -14 29 -16 16 17 19 -20 20 21 -23 24 26 -26 -27 27 28 -30 -31
leaf_value=0.0069279608730265915 -0.0057176102078110042 0.0023752184866581544 0.0025548965548268798 0.001749811497022918 -0.0030184103254772472 -0.0082183440772044952 -0.0055073759107057375 -0.0095814914999240268 -0.0091153315656539204 -0.0095798433809669067 -0.0090990339516351659 0.00982457225923428 0.0044271099931682285 -0.0090723977781772391 -0.0092681670170041298 5.0068046815549039e-05 -0.0077655987377115076 0.0018685550634014124 0.010759140503555541 -0.0092854142202759716 -0.0055100388830296859 0.005813676308430207 0.012230518345344242 0.0074525852511079915 0.00031224945138430099 -0.0087799792296903538 0.0061248670394139218 -0.010933102269026076 0.00017859701328671278 0.0059330347460269306
leaf_weight=5.9051372632384291 22.433686094358563 8.0288492739200574 255.47982813417912 70.254470504820347 13.967912346124647 19.034506686031822 4.1971577964723092 5.1844147741794577 4.3045927900820962 8.6113030500710028 3.7267907708883277 4.3936274647712708 11.252846360206602 10.446367131546138 6.134171597659587 18.175739083439115 12.743763666599987 52.885848268866539 8.8033892735838872 8.5707713142037409 5.9947850890457621 8.0787269249558431 0.92769218981265922 3.2523040473461178 99.159360617399216 6.8521976731717587 4.4384509958326843 7.5384420864284021 4.9394629001617432 1.4278386160731305
leaf_count=19 612 36 947 296 75 330 43 92 103 119 59 11 45 160 42 121 195 210 17 74 40 26 4 13 667 156 14 71 32 4
internal_value=0.000304159 0.000504379 0.00116235 -0.000647029 0.00226598 -0.00383998 -0.00543161 -0.000697288 -0.000989673 -3.6557e-05 -0.00112522 0.00233392 -0.000690359 -0.00110897 -0.000527113 -7.86337e-05 0.000258879 -0.000745298 0.00354448 0.000439196 -0.00289908 0.000990201 -0.000961263 -0.00391273 -0.00016695 -0.00627464 -0.00149308 -0.00321295 -0.00653446 -0.00726804
internal_weight=697.144 674.711 429.356 245.355 269.448 39.3809 31.3521 159.908 154.003 205.974 12.3176 8.59079 148.819 137.566 125.692 119.558 115.253 88.2739 26.9791 75.5301 22.6443 14.0735 135.719 28.78 106.939 7.77989 20.1687 16.9164 12.4779 11.8742
internal_count=4633 4021 2170 1851 1022 479 443 1148 1129 1372 113 54 1037 992 828 786 683 545 138 350 140 66 1076 249 827 160 130 117 103 164
is_linear=0
shrinkage=0.00789597


Tree=115
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 2 3 3 1 0 3 3 3 3 4 2 2 3 0 0 1 3 3 2 4 4 2 2 4 0
split_gain=7.07737 7.38174 6.25039 4.99111 4.34302 5.37383 4.23728 5.01031 4.4689 7.48632 7.42251 4.33263 5.5525 6.28353 6.79774 4.72489 5.95474 5.58871 5.55614 4.8126 5.1195 5.38663 4.67467 5.4275 4.63872 4.7577 4.39341 8.06971 4.34438 4.23407
threshold=70.348883899450016 85.990333302400003 70.74946416085001 90.937096262400004 -0.58835000000000004 -0.50748499999999985 0.4149000000000001 0.12001500000000002 71.053259929650025 95.550490414250007 -0.089139999999999997 0.095830000000000012 0.08759500000000002 0.090850000000000028 39.683197198900011 0.09450500000000002 0.059500000000000011 -0.098985000000000004 105.93331571405001 95.746747857800017 89.541786492700012 0.083555000000000032 -0.22831499999999999 -0.16262999999999997 42.055256506450007 42.431220712750012 -0.58319500000000002 -0.079369999999999996 38.324118171300007 85.931187223550012
decision_type=2 2 2 2 2 2 2 2 2 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 6 -1 -6 7 8 -4 10 -10 12 15 -14 28 16 17 22 -17 -19 21 -21 23 -11 -23 -26 -13 -28 -15 -7
right_child=2 -3 3 -5 5 29 -8 -9 9 11 -12 26 13 14 -16 18 -18 19 -20 20 -22 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.011867694640246427 -0.017203719627307337 0.003090546909190178 0.008563247017554676 -0.010118921526608243 -0.017558306425455618 -0.00043158027629729037 -0.018971136785474345 0.009177222937129725 0.00027805476811441129 0.0080760881638145092 -0.016525338291520614 0.005904862778530807 0.0098897448984044557 -0.0023161108642942912 -0.0075061397408446419 -0.01605501179704787 0.0096542463572802627 0.020825171756571916 0.0021535223098419335 -0.01052037515848429 0.0073312909500692159 -0.012957996906546304 0.010730183185110563 -0.013922897868865221 0.017367504834986003 -0.0025443372950943875 -0.019779177264692371 -0.0018733516818857353 0.015726881432451899 -0.012379377215523865
leaf_weight=5.4019808508455744 5.3810011092573395 253.56451312452555 9.9658075496554357 12.848521181382237 4.3408241961151353 131.82161584123969 2.6999474577605715 10.889576114714144 9.8515277430415171 4.7838932387530804 13.190156728029249 5.6568599790334728 24.159524815157056 5.1496044509112853 13.768834237009285 9.2664903029799444 11.574214909225701 1.5888146311044824 5.8739267550408831 28.913709772750735 6.250048901885747 4.0785234905779353 11.942478056997045 4.8400238659232873 4.2795943245291692 6.4603438042104244 8.5661051496863418 14.606239037588233 6.4467507787048817 6.6857672631740561
leaf_count=19 91 1055 49 554 92 993 31 52 64 36 295 23 100 53 94 92 36 3 47 332 38 59 44 59 11 43 102 104 18 44
internal_value=0.000379233 0.00157258 -0.00159378 -0.00124033 -0.00102371 -0.00151122 -0.000732879 -0.00051117 -0.00101068 -0.00148478 -0.00934101 -0.000468983 0.000534317 0.00454401 -0.000547623 -0.00145442 -0.000107452 -0.00165227 -0.00899077 -0.00427053 -0.00506826 -0.00684036 0.0046087 -0.00298756 0.000340055 0.00539003 -0.00566752 -0.00849259 0.00771451 -0.0010083
internal_weight=644.847 401.815 243.033 237.652 148.25 142.848 224.803 222.103 211.213 201.248 23.0417 178.206 149.377 49.5247 25.3652 99.8521 84.7116 73.1374 15.1404 51.571 49.9822 43.7322 21.5664 9.62392 14.8185 10.7399 28.8292 23.1723 11.5964 138.507
internal_count=4633 2203 2430 2339 1148 1129 1785 1754 1702 1653 359 1294 1065 265 165 800 661 625 139 486 483 445 139 95 113 54 229 206 71 1037
is_linear=0
shrinkage=0.0146468


Tree=116
num_leaves=31
num_cat=0
split_feature=0 4 4 0 0 2 4 2 4 4 1 2 0 0 2 2 1 3 2 0 1 0 3 0 0 4 0 1 0 4
split_gain=11.0001 13.2083 10.851 10.1173 8.58074 6.09671 5.98729 5.82157 5.30851 7.87112 5.30766 5.29948 5.12228 7.165 6.24404 6.36695 5.59858 5.3998 4.94849 4.35709 6.54056 4.20229 4.18265 3.99429 6.06613 7.34957 7.95554 7.3837 6.58747 6.17401
threshold=102.75018128760001 44.749265482150008 42.783136484500005 75.381677519650012 100.19345760555002 -0.21563499999999999 49.247968080500009 -0.070854999999999987 42.684965421050009 42.620627117000005 62.116825104000007 -0.15734499999999998 97.32487278035002 96.082805124100005 -0.237895 -0.57826499999999992 74.257902021100008 0.087245000000000031 0.70681500000000008 90.321439350550008 75.180043159850015 104.25302938255003 0.079605000000000023 102.32271644485002 93.972365491700018 42.154118731400011 86.692020874450009 61.923256118600001 96.631250582750013 41.835830569250014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 22 12 9 18 -10 21 13 14 15 -4 -17 -14 23 -9 -21 -8 -7 24 25 -5 27 -27 -26 -30
right_child=1 5 4 8 -6 6 11 19 10 -11 -12 -13 17 -15 -16 16 -18 -19 -20 20 -22 -23 -24 -25 28 26 -28 -29 29 -31
leaf_value=-0.0070205412111020203 -0.0058446767067773632 -0.012825107120471323 0.0058619871290316213 0.0023976235089519524 -0.0091982172653381575 0.0076977753297859238 0.010264453883618165 -0.0075901002477128414 0.0077154214755617342 -0.0086440418751594708 -0.0031922280086072626 -0.0077614173029858175 -0.0015187634231460796 -0.014230382135868974 0.00085971935349585845 -0.010651624056066827 0.0029548264937354638 0.01167933858095716 0.0084445014827120475 0.0022868852952930871 -0.012127899698406932 -0.0034301933244921274 -0.0014770428998519092 0.0071138574528910245 -0.0036518619665564201 0.0032150940684877137 0.0027002503729199987 -0.011318874301957669 -0.00030119170622427223 0.0051775526528704888
leaf_weight=10.259977892041205 43.414447592571378 2.1045394130051127 3.1886743493378189 247.02189921960235 9.3955430798232538 13.900928484275942 3.1610812172293672 14.134491743519904 17.689407117664818 5.6794311739504328 4.0056643635034552 6.4471959099173519 3.8900228887796384 2.6850571036338797 84.658398821949959 10.018568934872745 2.8420398719608775 5.4481860548257828 7.3740513995289794 10.71726913936436 2.9358369614928952 3.4102846905589104 4.9272878393530837 8.6764507964253408 32.260999236255884 3.5625478476285961 11.101218715310095 9.0859084576368314 71.687644008547068 19.063302904367447
leaf_count=268 889 25 13 989 117 61 7 156 76 37 25 121 37 21 505 184 16 13 28 56 34 46 45 28 261 15 39 69 389 63
internal_value=0.000317583 -0.00271821 0.000710742 0.00137823 -0.00128159 0.00127968 0.00221177 -0.000752261 0.00157532 0.00135988 0.00570149 -0.00224991 0.000112409 -0.000435729 -6.79378e-05 -0.00496124 -0.00764476 0.0061814 0.00149852 -0.00426012 -0.000812736 0.00315746 0.00529675 0.00137125 0.00124472 0.00196052 -0.00258581 -0.00722526 -0.000330888 0.000849683
internal_weight=674.748 77.3658 597.383 447.469 149.914 33.9513 31.8468 140.519 437.209 415.513 21.6951 13.0186 112.731 103.393 100.708 16.0493 12.8606 9.33821 409.834 27.7876 13.6531 6.57137 18.8282 402.46 393.784 270.772 23.7497 12.6485 123.012 90.7509
internal_count=4633 1194 3439 2287 1152 305 280 1035 2019 1918 101 174 789 739 718 213 200 50 1881 246 90 53 106 1853 1825 1112 123 84 713 452
is_linear=0
shrinkage=0.00855644


Tree=117
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 3 0 4 4 0 1 3 3 1 1 1 3 4 2 3 3 1 3 3 0 0 1 0 1 3
split_gain=15.7257 15.5603 8.09659 8.57121 7.03497 6.84555 6.76543 6.73031 11.4792 7.56079 6.7409 6.41146 5.14098 5.57583 7.3808 5.0915 6.19735 5.00654 7.18493 4.75162 4.70443 10.4991 12.5192 8.80202 8.44632 4.7861 4.6965 5.80665 4.66769 5.19999
threshold=70.182199495350019 85.705356740550016 90.937096262400004 95.44832900530001 98.230883170350012 0.099855000000000027 93.972365491700018 40.722669576350008 40.890797847750008 103.37390357390002 78.537927364800012 -0.20885999999999996 0.090465000000000031 71.104340634100012 70.816675614150014 74.927328095600004 0.094780000000000017 35.119813570500007 -0.092084999999999986 -0.15849499999999997 -0.15544999999999998 61.993156030000002 1.0000000180025095e-35 0.083905000000000021 71.096275259750016 78.252950803000019 74.462224839050023 101.80384402570002 75.629015667650023 0.083905000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 11 15 20 -3 9 -9 10 26 -2 -13 14 -14 16 -5 -7 -19 -10 24 22 -22 -24 -1 -25 -6 -28 -17 -30
right_child=2 6 -4 4 7 17 -8 8 19 -11 -12 12 13 -15 -16 28 -18 18 -20 -21 21 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=-0.0069496622103128076 0.001677740132001201 0.0018523217516642186 -0.0048116095676368625 0.0010377914997357939 0.0035866836573076348 0.0070209699176658385 -0.0024312614433944424 0.0063318148634102078 0.0030130902448633687 -0.0061352117077064488 0.0010437037010667277 -0.006313937036173934 -0.0042300678854078171 -0.0071479417703431544 0.0068963478930420723 0.0045334070900499264 -0.005351270243627226 -0.0060280766499547032 0.0026321570940263171 -0.0012288870003811015 -0.0058812166902408401 -0.0068564485314026834 0.0048060689726662905 -0.0079573101179325999 0.001843380670755622 -0.00021559479883799187 -0.0073766717170746614 0.0024489275381235974 -0.0048195229102103877 0.0026512278960881875
leaf_weight=4.8459862396121052 8.0399534627795202 299.12022569775581 18.15079939737916 24.956736352294683 2.4929756075143841 5.4811323285102871 14.202975399792193 9.6960548274219018 11.257681932300327 15.79385809227824 22.01436659693718 19.753970682621002 4.3708041794598085 4.1970254220068446 4.3993799537420273 24.080461822450161 7.1922082081437102 4.728609643876557 13.818096630275246 70.674040172249079 14.374321680516003 16.113977905362844 12.887400969862936 3.6152681037783649 23.49435069411993 15.645913749933241 11.261490773409603 2.7524801939725867 5.0017800852656356 10.877723209559916
leaf_count=121 36 1122 554 104 12 15 75 29 49 279 118 330 43 59 11 76 49 30 54 527 233 211 51 47 132 79 105 15 30 37
internal_value=0.00022974 0.000957887 -0.000896351 -0.00062177 -0.000144629 -0.000949919 0.00165815 -0.000910279 9.23697e-05 -0.00260171 -0.00115296 -0.00317424 -0.00436642 -0.00139963 0.00135127 0.00140499 -0.000391539 0.00192901 0.000424171 -0.000646026 -0.00171027 -0.00263785 -0.00117666 0.000926845 0.000339836 -0.00166869 -0.00408253 -0.00544683 0.00285034 0.000298065
internal_weight=705.292 428.328 276.964 258.813 218.052 115.005 313.323 145.943 91.6278 54.3152 38.5213 40.7611 32.7212 12.9672 8.77018 72.1089 32.1489 24.0278 18.5467 81.9317 90.9772 62.6369 46.5229 32.1486 28.3403 19.2612 16.5069 14.014 39.96 15.8795
internal_count=4633 2170 2463 1909 1430 973 1197 1134 605 529 250 479 443 113 54 296 153 99 84 576 874 621 410 177 253 126 132 120 143 67
is_linear=0
shrinkage=0.00606423


Tree=118
num_leaves=31
num_cat=0
split_feature=1 0 1 1 3 2 4 3 0 0 3 1 3 3 4 3 3 3 2 4 0 3 3 3 4 4 0 2 2 1
split_gain=12.0695 11.8921 6.70546 6.3809 5.25284 7.89538 6.09064 6.01781 4.85593 6.85057 7.48932 6.21309 5.7551 9.82179 4.77652 5.34255 4.83592 13.2577 12.1844 7.21369 7.88092 6.73621 4.60156 5.82962 4.46541 7.42392 7.8118 6.96526 4.61909 4.43255
threshold=70.348883899450016 85.990333302400003 70.74946416085001 90.937096262400004 0.091510000000000022 -0.237895 38.536700832000001 0.087795000000000026 76.535026057600007 73.921844754800006 0.070640000000000022 58.309968391300011 -0.15544999999999998 -0.25587999999999994 44.279556297950009 0.080545000000000019 0.08759500000000002 0.093325000000000033 -0.016014999999999998 41.559097512700014 86.692020874450009 0.10131500000000003 0.4149000000000001 0.12001500000000002 43.564719632750005 42.243697547450004 85.121961326250016 -0.066979999999999998 -0.020814999999999997 71.053259929650025
decision_type=2 2 2 2 2 2 2 2 2 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 22 5 -1 -6 8 9 10 12 -10 13 -7 16 -16 -3 18 -18 -19 -21 -22 23 29 25 26 -8 -28 -27 -4
right_child=2 14 3 -5 6 7 24 -9 11 -11 -12 -13 -14 -15 15 -17 17 19 -20 20 21 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.0094906384684544931 -0.011488324000633003 0.0042554129177823346 0.0053553873552989895 -0.0071318739768288274 0.0069424259935215085 -0.0085908362183521325 -0.008258155395714133 -0.0081230234034566327 0.010174929010696497 -0.011136046441077265 0.012637969348676141 0.00025133662549694819 -0.012465785502880586 0.0093835460376704306 -0.0097392187702532527 0.0021044443380671767 -0.00063847639392179396 0.0053934269198464922 -0.014952713740804653 -0.010066318849220405 -0.0049637736980117338 0.0071627532692018041 -0.012732589993148189 0.0061363804730387231 0.0088069951472122387 -0.014055390344360938 0.0072923692449541142 -0.0037458447538267639 0.0012848097724925994 -0.0011610754548586498
leaf_weight=11.894899597391484 5.8567306902259579 124.47377040237188 10.174210984259842 15.079274544492362 14.524907205253838 5.5987459551542988 6.7312315180897739 10.031636647880076 6.8236824274063101 7.7155759222805491 3.3860846832394591 41.832233220338821 4.4450998399406734 5.7098552621901026 6.0176368318498126 8.6073803752660734 34.433496132493019 64.041932217776775 6.5874352529644957 6.2946199402213123 6.94606885313988 11.013371251523493 2.9004560839384785 11.65300817042589 4.5134475007653228 5.8662975542247295 15.543789267539976 8.0784469246864337 2.6496361196041089 211.0587517246604
leaf_count=201 91 474 49 554 48 108 44 80 17 170 12 213 62 36 53 40 142 204 45 35 32 30 31 52 14 53 40 35 15 1653
internal_value=0.000361346 0.00136093 -0.00128862 -0.0010505 -0.000762491 -0.00212948 0.00153765 -0.00110589 -0.000173672 -0.00346518 -0.000372922 0.00164306 -0.00316947 0.000484656 0.00258986 -0.00276877 0.00289865 0.00159271 -0.00293716 0.00369721 -0.000781572 0.00247265 -0.000661579 -0.000511242 -0.000271905 -0.00132613 0.000906087 0.00351747 -0.00928246 -0.000861392
internal_weight=680.484 423.761 256.722 250.866 155.346 97.4378 57.9078 85.5429 75.5113 26.8554 19.1398 48.6559 15.7537 11.3086 268.416 14.625 253.791 129.317 41.0209 88.296 24.2541 17.9594 235.786 232.886 43.3828 38.8694 30.3535 23.6222 8.51593 221.233
internal_count=4633 2203 2430 2339 1148 899 249 698 618 388 218 230 206 144 1055 93 962 488 187 301 97 62 1785 1754 201 187 119 75 68 1702
is_linear=0
shrinkage=0.009643


Tree=119
num_leaves=31
num_cat=0
split_feature=0 0 4 1 3 0 0 4 4 4 2 2 4 2 1 3 2 2 4 3 3 1 2 2 3 4 1 3 2 1
split_gain=7.4231 5.94372 8.45382 6.38423 6.54401 6.24168 5.87388 4.84801 5.02451 4.72313 4.61793 5.61672 4.34381 4.33373 4.40433 5.77916 5.56043 4.49224 4.27449 4.25068 3.97764 3.71563 4.50583 7.68019 9.52025 5.51159 9.4309 4.48494 4.13611 3.60723
threshold=98.230883170350012 85.705356740550016 44.578137159850009 61.917879202350001 -0.17949499999999999 85.121961326250016 85.619326080400015 45.044778924400006 49.064150740050003 43.968221017800005 -0.237895 -0.60414999999999985 36.772607578000013 -0.61402999999999996 78.27445846800002 0.087700000000000014 -0.59614999999999996 -0.50748499999999985 44.952171034750002 0.091510000000000022 0.10821500000000002 90.937096262400004 -0.15962499999999999 -0.09280999999999999 0.074735000000000024 44.749265482150008 81.339300736700025 -0.15148999999999999 -0.16077499999999997 54.884872733100003
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 9 -4 10 -6 11 -9 20 -14 15 -15 -16 -18 -11 -8 -2 22 27 24 -24 26 -25 -19 -29 -1
right_child=12 2 7 4 6 -7 19 8 -10 18 -12 -13 13 14 16 -17 17 21 -20 -21 -22 -23 23 25 -26 -27 -28 28 -30 -31
leaf_value=-0.023092636518875786 -0.024028750724761818 0.0040057877358236496 -0.028767000666584878 0.0078206358509439831 -0.026998515380233148 0.01543679575222121 -0.014892430799503909 0.018339808959606851 -0.028985667261003257 0.021721338527286384 0.0072951691660757718 -0.026571262792862125 -0.031094715779172711 -0.026571674080600013 0.021396715332028717 -0.0034380876083666347 -0.02517082533556482 0.026872560066634125 -0.023640055896156521 0.012627405212597744 0.004788217692524948 -0.012915404493212062 0.0067511252932906619 0.0070413853409247561 -0.025632374062942002 0.018287911143015659 -0.014084484761666918 -0.012176548264735241 0.019384053207207659 -0.00035112343203830797
leaf_weight=3.5906478408724061 8.790712818503378 365.70608241297305 4.7080369200557497 7.9971156828105441 15.778258016332989 12.34072010219097 5.5495786815881711 1.8196055106818736 3.4230239260941735 2.0609482154250136 13.384097395464776 5.111279770731926 2.5294343642890444 7.4688006266951588 5.4729872290045014 17.159493181854486 3.6675147153437129 5.9635025560855857 1.9464981518685815 5.2758888527750969 3.1300457436591378 10.267169047147034 7.0524772927164987 29.808052968233831 11.521271385252474 9.4104941934347135 15.466196460649369 4.5200332440435878 3.5904411971569052 52.567811032757163
leaf_count=137 286 1649 92 38 261 37 36 7 75 9 66 68 34 108 24 107 80 13 62 16 38 404 35 126 207 28 156 38 12 384
internal_value=0.000594962 0.00186308 0.00310916 -0.00272246 -0.00986114 0.00130112 -0.0144805 -0.00841795 -0.00438206 -0.0215933 -0.000236411 -0.0147805 -0.00376427 -0.00263379 -0.00208579 -0.0104536 -0.000155069 -0.00131984 -0.000311613 -0.00148039 -0.0164622 -0.000423584 0.00104501 -0.00114049 -0.0133363 0.00300184 -0.000175451 0.012421 0.00179507 -0.00180517
internal_weight=647.078 501.26 394.152 107.107 38.6083 68.4992 30.6112 28.446 23.738 19.7857 20.315 6.93089 145.819 133.898 131.368 24.6283 106.74 101.267 4.00745 10.8255 11.9208 97.5996 87.3325 73.2585 18.5737 54.6847 45.2742 14.074 8.11047 56.1585
internal_count=4633 2937 1957 980 422 558 384 308 216 332 141 75 1696 1372 1338 215 1123 1099 71 52 324 1019 615 552 242 310 282 63 50 521
is_linear=0
shrinkage=0.0219518


Tree=120
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 0 4 3 3 0 2 4 4 0 2 2 1 4 3 3 0 3 2 3 3 4 1 1 0 1
split_gain=15.6317 15.4141 8.45548 8.41805 7.10074 6.4637 6.35192 6.32282 5.94122 5.36824 5.15159 4.87962 8.97814 7.2519 5.26854 7.11713 9.36068 4.73227 11.9175 11.4123 9.63338 5.93664 9.19705 7.45868 8.47971 5.73607 4.65138 6.32319 4.35872 7.00379
threshold=70.182199495350019 85.705356740550016 89.89935142405001 95.44832900530001 0.099855000000000027 93.972365491700018 37.572218886150004 -0.089139999999999997 0.090465000000000031 98.230883170350012 -0.08725999999999999 40.722669576350008 40.890797847750008 103.37390357390002 0.28423000000000004 0.15915000000000004 80.538140213850014 42.055256506450007 0.088145000000000015 0.077440000000000023 86.345209775600011 0.080960000000000018 -0.102645 0.086955000000000018 0.083395000000000011 42.759119507950011 71.104340634100012 70.816675614150014 101.80384402570002 74.927328095600004
decision_type=2 2 2 2 2 2 2 2 2 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 17 -6 -2 -9 -5 -8 13 -13 14 15 16 28 -3 19 -19 25 -21 -23 24 -24 -20 27 -10 29 -11
right_child=2 5 -4 9 6 -7 10 8 26 11 -12 12 -14 -15 -16 -17 -18 18 20 21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0017378666856260226 0.000857954295021403 0.0024481120981363507 -0.0045492447835385631 0.0013305442630734204 0.0066359555372395365 -0.0024104996422984037 -0.0051044467118624686 -0.0072540511288918938 -0.0044029020330583601 0.0036203927570707408 0.0022375591832135078 0.0060340934649123082 -0.0005710609232195791 -0.006138027029528358 0.0059182937544859423 -0.0087160501864179327 0.0034926631998918982 -0.0037631268473072767 -0.010470054221358736 0.0058082690234298037 0.00028388840909344308 0.0062267348667454821 0.0025916551696695254 0.0057856139681228104 -0.0068112039452075286 -0.0021893562685809664 -0.0072027197137479416 0.0063446756825521703 0.001466721478763296 -0.0084995125754570924
leaf_weight=91.739409865811467 10.697079449892042 202.91537394374609 22.628935683518648 70.074458040297031 7.8753829002380398 14.148249723017214 5.4691166654229209 16.060677446424965 4.172859635204075 2.3597934916615513 11.484101936221119 8.9024289697408658 76.789367701858282 13.980780228972433 3.9570963717997065 4.7707417570054522 12.577811125665901 9.8395029306411725 6.4462123289704305 24.491418294608593 25.551208943128586 11.326335221529005 6.3291362076997819 5.0594077557325354 9.0121653750538808 6.5257971286773682 3.8298357315361491 4.3180050700902939 4.4061054885387412 8.5283014327287656
leaf_count=874 63 690 612 296 20 75 33 303 43 13 46 28 544 254 15 47 52 57 47 89 97 28 20 13 50 31 59 11 28 95
internal_value=0.000276842 0.0010013 -0.000907493 -0.000571712 -0.000938428 0.00170428 0.00201543 -0.00322144 -0.00475899 -6.99006e-05 -0.000130976 -0.000790042 0.000115141 -0.00232357 -0.000866485 -0.00168896 -0.000486167 0.0018936 0.000817707 0.00242276 -0.00193457 0.00350543 0.00172777 -0.000770021 -0.002932 -0.0063043 -0.00150654 0.00106275 -0.00375832 -0.00587275
internal_weight=706.267 438.213 268.054 245.425 116.568 321.645 24.8286 39.0785 28.3814 206.347 16.9532 136.272 85.6918 50.5806 36.5998 32.6428 27.872 307.497 104.581 66.058 38.5232 56.2185 31.727 20.4007 15.3413 12.972 12.3207 8.49086 15.2942 10.8881
internal_count=4633 2170 2463 1851 973 1197 99 479 416 1372 79 1076 572 504 250 235 188 1122 432 257 175 200 111 83 70 78 113 54 136 108
is_linear=0
shrinkage=0.00622623


Tree=121
num_leaves=31
num_cat=0
split_feature=0 4 4 0 0 0 0 4 0 2 2 4 4 1 2 0 4 3 3 1 4 1 0 2 2 2 2 4 2 2
split_gain=19.5972 14.9735 13.8996 14.5818 9.15262 7.03097 10.3526 11.9629 9.17796 9.1384 11.5111 10.0663 9.73583 13.5817 7.8244 7.98398 7.33003 9.30252 6.81594 6.32691 10.6245 6.1699 6.91884 6.14632 6.70213 5.85242 5.75876 5.74744 12.5157 10.5587
threshold=102.75018128760001 44.749265482150008 42.783136484500005 75.381677519650012 100.19345760555002 91.109157582800023 86.681267041950008 42.154118731400011 85.769879735700016 -0.060989999999999996 -0.016014999999999998 39.788107623550012 35.119813570500007 83.116371560950014 0.70681500000000008 92.168410086200012 38.238138001450004 0.095235000000000028 0.090665000000000009 63.910026677050006 40.767054867700004 80.677940036650014 122.35979489110001 -0.088880000000000001 -0.156745 -0.26416999999999996 -0.070854999999999987 37.688226470200007 0.059500000000000011 0.075080000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 6 7 19 -9 11 -11 12 -7 16 15 -12 -14 18 25 -5 -21 -3 23 24 -23 -18 -4 -17 -29 -30
right_child=1 21 4 5 -6 9 -8 8 -10 10 14 -13 13 -15 -16 27 17 -19 -20 20 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0043283742506433111 -0.0036661563818210295 -0.0050652358546278767 6.3434309973459812e-05 0.001591978544322575 -0.0053701439132192779 0.0020490799210423948 0.0026849445962607997 0.00013175869210686788 -0.0064609908880242329 0.0038477513604587249 -0.0075611863239227082 0.00075372219043725989 -0.0074782228157457189 0.0050655112024635338 0.0049078523613417515 0.0026760154696184708 0.0025817226700728629 -0.008039806370744907 0.0036885213117801383 -0.0084395542973042335 0.002842290721207352 0.0016496207621734061 -0.005574448512366016 0.0049464757143155742 -0.0059909553680895181 -0.0072238165005252767 -0.0023636391187446038 -0.007406300435198473 0.0038052513315377083 -0.0020182445829889234
leaf_weight=12.486727977171538 51.779092162847519 4.3937795087695113 119.78540608286858 122.07730307430029 9.799166411161421 9.4238253086805326 122.63396974280477 12.043890606611969 9.1267310455441457 32.933843553066254 3.5809774547815314 54.408468157052994 13.472792699933054 3.9248523563146582 7.7815904244780532 15.107581447809933 2.3312067613005647 5.4125143215060225 5.7680866420269012 4.1833810061216337 4.0295283496379852 15.378419794142248 3.3401330541819325 10.748394083231689 3.457586918026208 4.1808765903115281 30.072938282042742 6.1655982621014109 12.759742148220541 19.138028644025326
leaf_count=268 889 46 789 455 117 44 412 65 60 97 30 247 136 10 26 58 10 45 19 41 19 103 69 35 52 44 246 62 35 104
internal_value=0.000239013 -0.0019404 0.000541177 0.000960475 -0.000727219 0.00110084 0.00161395 0.000746799 -0.0027104 0.000384709 0.00146232 -0.000677048 -0.00242584 -0.00362762 0.000244944 -0.000394415 -0.0047224 -0.00262386 -0.000236776 0.00130855 -0.0029043 0.000454095 0.00119065 0.00195444 0.000247097 -0.00371361 -0.000423621 8.82559e-05 -0.000938841 0.000311269
internal_weight=731.726 89.0974 642.629 482.972 159.658 470.485 274.095 151.461 21.1706 196.39 97.4674 98.9226 44.5142 35.0903 64.5335 56.7519 31.1655 17.6927 12.2802 130.29 8.21291 37.3183 32.9245 29.5844 18.836 6.51208 149.858 53.171 38.0634 31.8978
internal_count=4633 1194 3439 2287 1152 2019 1052 640 125 967 412 555 308 264 315 289 254 118 73 515 60 305 259 190 155 54 1035 259 201 139
is_linear=0
shrinkage=0.0049587


Tree=122
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 0 3 0 4 1 3 4 2 3 3 4 0 0 1 1 2 1 1 4 3 3 0 4 3 2
split_gain=24.2434 25.4306 9.98986 9.94191 8.85279 8.49866 7.55955 6.73264 6.60376 7.04916 6.33714 5.44862 6.9116 6.00439 5.1875 5.14425 8.19075 7.42892 7.07729 8.44424 6.86045 4.98889 7.34331 4.97257 12.2608 10.895 10.713 5.82224 5.46745 8.61627
threshold=70.182199495350019 85.705356740550016 89.89935142405001 95.44832900530001 0.099855000000000027 98.230883170350012 -0.20885999999999996 93.972365491700018 36.772607578000013 78.27445846800002 0.087700000000000014 35.119813570500007 -0.092084999999999986 0.10602000000000002 0.090465000000000031 48.393869453650005 82.605564516150011 85.398872513700013 58.309968391300011 57.027573863050009 -0.089569999999999997 71.104340634100012 70.816675614150014 42.055256506450007 0.088145000000000015 0.077440000000000023 86.345209775600011 42.759119507950011 0.080960000000000018 -0.102645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 6 15 -5 -2 23 -7 10 -10 -6 -13 -14 -8 16 18 -18 19 -1 -19 22 -16 -3 25 -25 27 -26 -27 -30
right_child=2 7 -4 5 11 8 14 -9 9 -11 -12 12 13 -15 21 -17 17 20 -20 -21 -22 -23 -24 24 26 28 -28 -29 29 -31
leaf_value=-0.0042581105728253677 0.0015386778211745639 0.0023840215693475227 -0.0039833349128606359 0.0012941159121032037 0.0060692168659998583 -0.0043826411762311265 -0.0055239435151245644 -0.001686017875844423 -0.0065505529937836459 7.8124694157309202e-05 -0.001173364062126023 -0.004931380296764501 0.0046567683785510112 -0.0023635670410273634 -0.0038237805378356277 0.0008733953513415134 0.0016866843068155768 -0.0072752630694194577 -0.0063624729496472143 0.0024016184554205458 -0.00077544250889360216 -0.0060795462788250836 0.0055986724558828903 -0.0026834902044255682 -0.0086063149712026586 0.0049830127741687744 0.0006224373440624092 -0.0016981847358971131 0.0053323754921917668 -0.00021862231508082034
leaf_weight=15.053248181939127 8.3858899325132352 211.6910300552845 25.800524825230241 73.105712458491325 5.9874349236488369 13.149640228599308 21.488552296534181 14.574148721992968 8.6573146693408507 106.07449037209153 18.583912514150143 4.8911961317062422 9.4103161916136688 5.041903257369996 4.5306440815329534 17.24001756310463 19.695840042084455 6.3204317688941982 17.688079804182053 7.7831580750644198 14.222513452172278 4.147767797112464 4.3869428038597107 9.9287898987531644 6.504559747874735 25.818787910044193 26.326734259724617 6.6474102586507797 11.795895308256144 20.860543213784698
leaf_count=251 36 690 612 296 15 199 330 75 102 666 109 30 25 29 43 73 90 60 283 42 75 59 11 57 47 89 97 31 28 83
internal_value=0.000277845 0.00102084 -0.000901116 -0.000598184 -0.000993692 -0.00015144 -0.0028826 0.00176441 -0.000872964 -0.000526786 -0.00288225 0.00174189 0.000402433 0.0022076 -0.00395559 -0.00170076 -0.00225024 -0.000591243 -0.00389755 -0.00198833 -0.00277524 -0.00137613 0.000811528 0.00192176 0.0010147 0.00234418 -0.00128885 -0.00511473 0.00319785 0.00178646
internal_weight=745.793 457.482 288.311 262.511 123.334 219.571 42.9398 334.148 146.465 133.316 27.2412 25.3309 19.3434 14.4522 34.5539 98.0033 80.7633 40.2388 40.5245 22.8364 20.5429 13.0654 8.91759 319.574 107.883 68.404 39.4787 13.152 58.4752 32.6564
internal_count=4633 2170 2463 1851 973 1372 479 1197 1076 877 211 99 84 54 443 874 801 225 576 293 135 113 54 1122 432 257 175 78 200 111
is_linear=0
shrinkage=0.00519105


Tree=123
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 3 3 3 0 0 0 3 0 3 1 1 3 1 1 3 3 3 1 1 4 1 1 3 3 2
split_gain=16.9625 17.8789 8.27312 8.54535 7.53088 10.0203 8.23231 7.18602 8.12873 7.02074 6.9155 6.76216 6.62122 6.01947 12.5438 5.91189 5.83838 5.82084 5.75346 9.40713 5.71853 5.32851 5.28936 7.29671 5.26379 5.08864 5.99624 6.39084 4.83092 10.9989
threshold=70.182199495350019 85.705356740550016 89.89935142405001 95.44832900530001 61.917879202350001 1.0000000180025095e-35 -0.17949499999999999 -0.10978499999999999 71.096275259750016 98.230883170350012 85.619326080400015 -0.20885999999999996 93.972365491700018 0.079025000000000026 59.240174904450008 78.196493182200015 0.087700000000000014 58.309968391300011 72.62331947780001 0.091705000000000023 0.12140000000000002 0.090465000000000031 71.104340634100012 70.816675614150014 36.772607578000013 74.927328095600004 73.007768990450018 0.094780000000000017 -0.13578999999999999 -0.080234999999999987
decision_type=2 2 2 2 2 2 2 2 2 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 11 5 7 -6 8 -1 25 -8 -2 28 -7 17 16 -11 -15 -18 -20 -21 -13 23 -23 -17 26 27 -5 29 -3
right_child=2 12 -4 9 6 13 10 -9 -10 15 -12 21 -14 14 -16 24 18 -19 19 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0059123084661149008 0.0015254255855712572 -0.0040709341157909636 -0.003800033004200619 0.0018943924768586875 0.0019677610623951877 0.0065134352128935809 -0.0054666750926611008 -0.0060562455610918614 0.0012368776331081897 -0.0064122620167365533 -0.00040538416431756065 -0.0054928430493922896 -0.0019672863864763968 -0.00034868302217817772 0.0032997564869259735 -0.0042520621867952945 0.0050637158601175274 -0.0072964678572395233 0.0040398065457227525 -0.0074994928256151587 -0.00048396076628248573 -0.0037023429663038481 -0.006114047200564774 0.0058794836522295009 0.00011387329066644041 0.0024887132424671323 -0.0051387916868871533 -0.0050109008978013597 0.0019014986326868976 0.0024735441478588851
leaf_weight=5.8253999948501614 8.2667335644364339 12.424098685383798 22.82126747444272 22.157611768692735 8.5056085959076864 6.2492710985243312 22.558633111417294 9.0464635081589204 17.449609812349081 8.8302230872213858 11.042006678879259 19.691071916371584 14.238475568592547 8.8868214599788171 23.616679158061743 8.1895884741097671 3.2602139860391643 5.2780025228857985 4.5050316415727165 8.0497822314500791 5.285649746656417 4.3131159693002683 4.0265089161694041 4.4179132282733917 102.42656803876162 40.053652599453926 5.7877102196216574 4.4136177748441687 276.13173007965088 16.309284634888172
leaf_count=145 36 76 612 86 38 14 325 106 109 119 52 330 75 57 76 160 13 51 14 71 32 43 59 11 667 143 35 32 993 53
internal_value=0.000238148 0.000880184 -0.00077789 -0.00050601 -0.000858377 0.000122824 -0.00263761 -0.00209292 -0.000552461 -8.54647e-05 -0.00380341 -0.00270565 0.00152558 0.00174932 0.000961312 -0.000768424 -0.00283455 -0.00293752 -0.00133735 -0.0025071 -0.00471881 -0.00378358 -0.00114535 0.00114607 -0.000209364 0.00124011 -0.000305413 0.000747388 0.00168871 -0.000356239
internal_weight=714.058 437.562 276.496 253.675 118.458 76.3522 42.1062 32.3215 23.275 212.96 33.6006 40.7153 319.104 44.0308 37.7815 140.547 29.9309 14.1648 21.1007 17.8405 13.3354 32.4486 12.7575 8.73103 110.616 72.4126 32.3589 26.5712 304.865 28.7334
internal_count=4633 2170 2463 1851 973 558 415 360 254 1372 377 479 1197 198 184 1076 249 108 130 117 103 443 113 54 827 296 153 118 1122 129
is_linear=0
shrinkage=0.0052403


Tree=124
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 1 1 3 0 2 1 0 1 1 4 2 1 4 3 3 1 1 1 4 1 3 3 1 4 3
split_gain=8.02498 8.40025 5.65914 5.77732 5.54034 6.23562 6.93753 5.98131 5.65669 5.52794 5.49667 5.03202 4.57562 5.72897 4.23564 4.23183 6.24744 7.49679 5.08502 5.63395 11.7534 8.97274 7.28305 6.83533 5.96931 6.16944 7.64436 5.58205 4.73529 7.56561
threshold=70.182199495350019 85.705356740550016 94.625660817400004 89.89935142405001 61.917879202350001 60.87206898960001 58.309968391300011 -0.17949499999999999 85.619326080400015 -0.160525 57.027573863050009 93.972365491700018 70.077349628250019 69.873026810350026 43.968221017800005 -0.051199999999999996 81.339300736700025 42.498713093000006 -0.13578999999999999 0.083555000000000032 87.143681840350013 83.602982482550019 83.116371560950014 40.00488309970001 75.28220456885002 0.088755000000000014 0.10821500000000002 74.927328095600004 42.081757894750005 0.088350000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 9 15 5 6 10 -6 14 -2 -1 12 13 -3 -9 18 28 -18 27 20 -20 22 23 -21 -25 -26 -27 -4 -17 -30
right_child=2 11 3 -5 7 -7 -8 8 -10 -11 -12 -13 -14 -15 -16 16 17 -19 19 21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.0041273836767798232 0.0026984484310740449 0.004263469995477125 -0.01232701071900999 -0.011491267528182044 0.0061362191904511063 0.0086484219713402841 -0.016862119781418966 -0.022581954010375355 -0.00111101692446391 -0.019755683239224719 0.011632218541381056 -0.0072569587020874828 0.017609605060238266 -0.015907174899161609 -0.0010843740958985015 0.0089038310484340581 -0.017483481815119419 0.0076519988107277837 -0.016911670532178496 -0.0091378974461613638 0.0062534193125563849 -0.023684608143140475 0.026334148902593071 -0.0056601885492410502 0.017557023503364338 -0.0075577294837723356 0.018499951392831792 0.011349218110885264 0.0039836656017977184 -0.026941757425653835
leaf_weight=25.273385928943753 5.6571548301726606 269.90376795828342 4.4081009700894382 17.796024100854993 8.1205175444483739 23.442635541781783 9.9881292022764665 14.905004721134906 10.759819962084292 11.536145510151981 10.995255306363104 13.623855788260697 8.6935729980468732 4.9645602703094474 4.0311364606022826 44.727742590010166 9.833807051181795 7.0552660673856726 25.440710352733731 22.896612774580717 10.802337316796182 5.6956334859132758 3.6074367687106124 17.020981881767511 13.431270547211172 12.067783784121277 5.7569728121161452 15.81904850900173 12.180453797802327 3.533060196787118
leaf_count=314 43 1073 38 612 38 89 103 254 52 194 52 75 23 26 71 195 150 30 368 219 87 97 8 130 39 68 18 77 59 31
internal_value=0.000558823 0.00217643 -0.00206747 -0.00130438 -0.00228035 0.000830811 -0.0031311 -0.00801451 -0.0118841 -0.0123675 0.000650321 0.0037888 0.0043195 0.00389916 -0.0180055 -0.000458347 0.00302135 -0.00698335 -0.00242324 -0.00391579 -0.0100073 -0.00117248 0.000542139 -0.00076513 0.00320587 0.00803403 0.000858282 0.00618946 0.00581696 -0.00296967
internal_weight=653.968 404.702 249.267 232.073 107.516 69.6994 46.2568 37.8165 29.696 17.1933 36.2686 297.186 283.562 274.868 18.9361 214.277 77.3303 16.8891 136.947 116.72 36.243 80.4767 74.7811 71.1736 48.277 31.256 17.8248 20.2271 60.4413 15.7135
internal_count=4633 2170 2463 2226 973 558 469 415 377 237 366 1197 1122 1099 325 1614 465 180 1149 1034 455 579 482 474 255 125 86 115 285 90
is_linear=0
shrinkage=0.0186065


Tree=125
num_leaves=31
num_cat=0
split_feature=1 0 1 3 0 0 4 4 0 1 3 4 2 0 1 0 4 1 2 0 0 3 4 0 2 4 2 0 2 0
split_gain=16.9991 16.1469 7.86225 7.13512 6.87278 6.35121 5.9068 9.2373 7.14106 6.03254 5.79296 5.04717 7.10406 5.0097 13.3406 7.26045 6.97342 20.0033 19.1814 8.10343 9.87492 8.25172 7.66329 11.5663 13.4149 7.59328 5.92336 13.5211 8.83444 5.19388
threshold=70.348883899450016 85.705356740550016 90.937096262400004 0.099855000000000027 95.44832900530001 98.230883170350012 40.722669576350008 40.890797847750008 103.37390357390002 78.537927364800012 -0.20885999999999996 35.119813570500007 -0.092084999999999986 91.109157582800023 68.20618276945001 90.321439350550008 38.621016321050007 63.910026677050006 -0.14314999999999997 86.09518316945001 85.823648898300021 0.08079500000000002 41.319407281650008 86.103248543850015 -0.083834999999999993 40.518963363600001 -0.06828999999999999 86.866770652900016 -0.022394999999999998 86.681267041950008
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -6 8 -8 9 -7 -2 -5 -13 15 -15 16 -3 19 -19 20 -18 29 -23 -24 -25 -22 27 -26 -28 -21
right_child=2 13 -4 11 5 6 7 -9 -10 -11 -12 12 -14 14 -16 -17 17 18 -20 21 25 22 23 24 26 -27 28 -29 -30 -31
leaf_value=-0.0015005451364493373 0.0013826015348440701 0.003837786874187038 -0.0042023449681178318 0.0061306650762988461 0.0011028787785067808 -0.0034860907360355236 0.0049951231802948439 -0.00060097493412405078 -0.0052793980284610471 0.00082935890729324616 -0.0038537656469786888 -0.0052302838601176755 0.0022990179704885576 -0.0032848432845920057 0.0017221501890276429 0.0045680549146349045 0.0023350540055913547 0.00045950316615074827 -0.012147200839819948 0.00072132206511384838 0.0011255682966256446 0.0033920063171076972 0.0062655503621448271 0.0025288267595464649 0.00047191571755998094 -0.0049249560122187315 0.0028100180523479728 -0.0093936279835024148 -0.0046065074457724148 0.0052384381163325744
leaf_weight=92.322704358026385 7.5432223603129378 31.663238547742367 18.038030426949263 5.6238911449909237 69.119919825345278 15.823535680770872 9.2230176478624326 81.948903955519199 15.558719964697955 21.43822118267417 27.897904470562935 4.7077515050768897 13.981802858412262 21.35748615860939 49.893243543803692 24.284986227750778 21.045139029622078 7.8403520360589027 5.9785739332437497 9.2076100185513479 9.4462174847722071 36.094280809164047 8.1742722988128644 24.441401720046997 7.0458944886922792 15.224964655935763 9.9370940476655978 8.7567524388432485 8.2712108939886111 32.076222322881222
leaf_count=874 34 90 554 15 293 132 29 576 279 118 415 30 54 128 183 66 68 32 43 33 32 106 22 74 25 90 29 57 42 110
internal_value=0.00023687 0.000868339 -0.000822817 -0.000827656 -0.000577558 -0.00021806 -0.000852143 -3.48696e-05 -0.00226282 -0.00100324 -0.00273927 0.00172743 0.000402446 0.00146644 0.000221298 0.00180833 0.00152338 0.00116335 -0.00499462 0.00161188 -0.000332669 0.00222921 0.00142469 0.000358923 -0.00046709 -0.0026083 -0.00262006 -0.0049949 -0.000558975 0.00423098
internal_weight=713.967 447.375 266.591 116.636 248.553 213.112 143.992 91.1719 52.8205 37.2618 35.4411 24.3134 18.6896 330.739 71.2507 259.488 235.203 203.54 13.8189 189.721 45.7163 144.005 102.721 66.6266 58.4524 24.6712 34.011 15.8026 18.2083 41.2838
internal_count=4633 2203 2430 973 1876 1427 1134 605 529 250 449 99 84 1230 311 919 853 763 75 688 190 498 355 249 227 122 153 82 71 143
is_linear=0
shrinkage=0.0053014


Tree=126
num_leaves=31
num_cat=0
split_feature=1 0 4 1 0 0 3 2 4 3 2 3 0 0 3 3 3 1 3 3 2 4 4 2 2 4 4 0 2 2
split_gain=16.1065 16.3149 8.80191 6.95969 8.5454 10.5282 6.81251 8.95788 7.45489 6.41476 7.36937 5.83482 6.78561 7.35699 8.28403 6.1692 10.5962 5.86742 5.78622 16.0461 12.9408 8.54601 5.84127 6.34391 5.31322 5.1313 8.55695 7.12202 5.97482 6.36729
threshold=70.182199495350019 85.990333302400003 44.279556297950009 89.89935142405001 96.631250582750013 98.230883170350012 0.091510000000000022 -0.237895 38.536700832000001 -0.20885999999999996 -0.21563499999999999 0.087795000000000026 76.535026057600007 73.921844754800006 0.070640000000000022 -0.15544999999999998 -0.25587999999999994 58.309968391300011 0.08759500000000002 0.092895000000000019 -0.016014999999999998 41.559097512700014 41.319407281650008 -0.082275000000000001 -0.22932499999999997 40.722669576350008 40.890797847750008 103.37390357390002 0.28423000000000004 0.15915000000000004
decision_type=2 2 2 2 2 2 2 2 2 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 18 4 9 -6 7 -1 -8 10 -2 12 13 14 15 16 -9 -14 24 20 22 -21 -20 -24 -3 27 -27 28 29 -7
right_child=3 2 -4 -5 5 25 8 11 -10 -11 -12 -13 17 -15 -16 -17 -18 -19 19 21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0060649299402144967 0.0056775650635350469 -0.0014061213053743211 -0.0027738079913932983 -0.0040484450480616782 0.0022320749107861667 -0.00073248755759872336 0.0046139772055546297 -0.0053689896817028975 -0.00017899726626927797 -0.0035563887866680898 -0.003955255536936932 -0.0050229935428003688 0.0061054170572485801 -0.0069547380809733793 0.0075973193546462047 -0.0078871108400453589 0.0056566679512055811 0.00026440393026641774 0.0019445766215122919 0.0036069202753968728 -0.009456794333044246 -0.00034060904742821692 -0.00015590308180598203 -0.0082780523115464719 0.003259734051211756 0.005517947419523099 -0.00060681892211210679 -0.0058921856048353288 0.0058981069533015152 -0.0082051299619430498
leaf_weight=12.838913965970276 6.2641453742980957 9.1332196220755559 13.750404164195059 21.992345593869686 53.772437296807766 28.010355461388826 15.298608057200907 6.2598914727568644 43.384133957326412 46.053048051893711 4.9594737440347654 10.06315567716956 6.9835027754306784 8.9503769464790803 3.595531314611434 4.8600734770298066 5.9024433940649033 42.299982707947493 16.543496862053875 67.787834815680981 6.7710905522108069 26.620198540389538 8.9174282103776932 5.3699302524328205 123.90663236379623 8.8759668841958028 76.229454461485147 14.175806276500223 3.9462576471269122 4.6312746517360202
leaf_count=201 18 40 88 612 205 188 48 108 201 520 32 80 17 170 12 62 36 213 56 203 44 103 33 33 422 28 544 254 15 47
internal_value=0.000271841 0.000968491 0.00183161 -0.000866061 -0.000582615 2.0962e-05 -0.000531395 -0.00145525 0.00107053 -0.00258104 0.00142103 -0.00078963 -0.000249363 -0.00248523 -0.000544995 -0.00226484 -1.81816e-05 0.00109208 0.00207053 0.00119485 -0.00206653 0.00249384 -0.000443475 -0.00320863 0.00293942 -0.000854122 3.19562e-05 -0.00233963 -0.000963215 -0.00179272
internal_weight=708.147 439.237 278.8 268.911 246.918 189.642 160.437 101.754 58.6827 57.2767 11.2236 88.915 78.8518 29.5683 20.6179 17.0224 12.1623 49.2835 265.05 132.01 37.6019 94.408 30.8309 14.2874 133.04 135.869 85.1054 50.7637 36.5879 32.6416
internal_count=4633 2170 1022 2463 1851 1281 1148 899 249 570 50 698 618 388 218 206 144 230 934 472 166 306 122 66 462 1076 572 504 250 235
is_linear=0
shrinkage=0.00590365


Tree=127
num_leaves=31
num_cat=0
split_feature=0 0 4 0 0 2 4 4 2 0 3 3 4 4 0 1 1 0 2 2 3 4 2 3 1 1 2 2 3 3
split_gain=8.00494 6.02093 9.30511 5.30124 7.23818 5.06776 4.94497 5.09412 4.63078 4.97275 4.44505 4.29506 4.25705 7.49297 7.27315 5.31566 4.80792 5.27288 4.00112 4.59257 3.93707 6.76331 6.5036 5.48506 4.41204 7.39464 3.70403 3.54461 3.45248 5.23368
threshold=98.230883170350012 85.121961326250016 44.578137159850009 85.307464937250003 85.619326080400015 -0.089569999999999997 45.044778924400006 49.064150740050003 -0.07490999999999999 71.096275259750016 0.085520000000000027 0.080375000000000016 40.722669576350008 40.890797847750008 103.37390357390002 78.537927364800012 73.448676123850007 101.80384402570002 -0.017745 -0.013285 0.10336500000000003 41.243661560350013 -0.23353499999999996 -0.10978499999999999 58.309968391300011 57.027573863050009 0.11061500000000003 -0.237895 -0.27297999999999994 0.080110000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -3 5 -5 -4 11 9 -1 -7 27 14 -14 15 16 -2 -18 -10 -20 21 24 -23 -24 25 -11 -21 -8 -6 -30
right_child=12 2 6 4 28 10 7 -9 18 20 -12 -13 13 -15 -16 -17 17 -19 19 26 -22 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.023983877066574323 0.016590132523765858 0.01850780546105945 -0.026572093902491122 -0.029783242230980275 -0.011765908679799243 0.0116023440540693 -0.025110111745185498 -0.027258407164549026 -0.032852572886858632 -0.024097090990382548 -0.018671345257696301 0.0082975309274802792 0.017494525844702905 -0.0029109988038780741 -0.019972694517764109 0.0037415689941434427 -0.024034133816211303 0.0091345357976573768 0.020380603426091382 -0.02469177176980351 0.015388627555543481 -0.0034378000240708273 0.031377310107719769 0.0020115064550833527 -0.020546989593284819 0.026428481551997934 -0.0016415468901157422 0.00052410441244309255 0.008203831577352546 0.0025541489076453417
leaf_weight=3.6719306632876387 2.0847749263048163 9.9453358948230726 5.3304703012108829 4.5125747658312312 6.0935368314385405 4.4568671397864801 4.143812503665691 3.5920764449983826 3.4892637655138996 2.2941570580005637 3.907371710985899 10.98480245284736 8.5013365261256677 84.596667883917689 16.183104671537876 20.193771611899137 10.200785484164951 2.577305555343627 2.0766167230904129 5.8983962833881325 7.0128690563142291 16.625534517690543 5.6306231021881104 5.301227353513239 9.9664857070893031 2.7151085436344147 6.0750854648649693 5.2486946657299995 93.596982477232814 283.86487814038992
leaf_count=94 8 35 101 54 31 25 57 77 40 42 33 51 36 912 495 118 112 15 8 144 23 149 12 31 174 6 45 33 390 1282
internal_value=0.000616912 0.00184368 0.00275411 0.00356716 0.00319234 -0.0120872 -0.00852257 -0.0045086 -0.00376212 -0.000719199 -0.00254007 -0.000498299 -0.00368743 -0.00104765 -0.00848368 -0.00318004 -0.0125842 -0.0173441 -0.0129949 -0.00806341 0.00100498 -0.0013666 0.00472403 0.0171368 -0.0125742 0.00328864 -0.0129966 -0.0107853 0.00370531 0.00395507
internal_weight=650.772 506.435 435.677 406.378 396.432 12.8768 29.2999 23.9694 70.7573 53.2179 8.36424 20.3773 144.338 93.098 51.2397 35.0566 14.8629 12.7781 17.5394 14.0501 49.546 42.5331 27.5574 10.9319 14.9758 5.00927 11.9735 9.39251 383.555 377.462
internal_count=4633 2937 2169 1850 1815 112 319 218 768 531 58 141 1696 948 748 253 135 127 237 197 437 414 192 43 222 48 189 90 1703 1672
is_linear=0
shrinkage=0.0207191


Tree=128
num_leaves=31
num_cat=0
split_feature=1 3 3 3 2 4 2 3 1 4 0 0 1 3 4 0 3 3 3 0 1 2 2 2 4 1 3 1 2 2
split_gain=6.6456 7.38995 13.4723 8.33174 7.46144 6.36675 8.51729 13.5536 5.89536 5.38344 4.76606 4.75492 5.98309 10.2389 4.6 4.43706 4.40978 8.61373 8.32616 6.81545 6.79502 6.19793 5.86225 5.71721 7.06555 7.35327 7.22681 5.4869 4.59415 5.76887
threshold=70.348883899450016 1.0000000180025095e-35 0.079745000000000024 -0.10696499999999999 0.12419000000000002 38.474425342400004 0.0027500000000000003 0.094385000000000011 70.74946416085001 41.909642283050012 89.861713010250014 90.321439350550008 63.910026677050006 0.09721500000000001 33.036871954450007 94.047642319350018 0.087795000000000026 0.086555000000000021 0.090235000000000024 87.261973998100004 62.041548276350007 -0.013285 -0.093604999999999994 -0.083330000000000001 42.206017975500011 61.950140699950005 0.12001500000000002 62.229740345500012 -0.102645 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 11 -8 -2 -5 -4 12 16 -14 -10 -13 17 20 19 22 -7 23 -18 27 25 -25 -26 -20 -22 -30
right_child=8 2 5 9 -6 6 7 -9 14 -11 -12 15 13 -15 -16 -17 18 -19 21 -21 28 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-0.0020967156300945506 -0.020284996188555747 0.01317110881385166 0.011426507733070822 -0.0047780712112013525 0.014960495985234556 0.0079002171630046872 -0.019922812919488317 0.0026978723821219157 -0.019412997040674177 -0.023536479453965319 0.0003394510481131575 0.010065962220129857 -0.0024616678940016486 -0.042250779181350707 -0.0010998005349329701 -0.0058293861484335586 -0.0023524934891996068 0.017757200867340683 0.0014460775950255497 0.0096298227513645397 0.0069364978138694248 0.017394554092687912 -0.02744465454169117 -0.015202475080408366 -0.025150586611640876 0.0067483630602042351 0.00410038521526742 0.017633390390829593 -0.024074298856461417 0.00050945161724455686
leaf_weight=58.390447845682502 5.1163813956081858 35.267922155559063 32.030065530911088 10.643596198409798 8.9240573272109014 21.55429450981319 14.832050953060387 17.345215655863285 4.2165620354935518 8.1573058776557428 18.44210147112608 31.812922656536102 8.2320898398756963 2.559002958238124 228.52141145244241 6.3606778755784026 4.4032948650419703 13.149767652153967 35.016935875639312 3.3458257317543021 5.0676584243774441 6.82083636522293 7.769320271909236 6.4226300492882826 8.1521545425057393 16.29005141556263 3.7096555866301051 7.7129482403397551 6.3318513184785852 5.2871534153819058
leaf_count=529 91 157 132 88 26 86 122 72 162 107 72 104 86 22 2177 37 29 40 145 10 17 17 60 35 58 55 14 21 41 21
internal_value=0.00046688 0.00182326 0.00304616 -0.00269139 0.000164603 0.0017828 0.000567043 -0.00772909 -0.00183713 -0.0129169 0.00737539 0.00190178 0.000600685 -0.0118973 -0.00143158 0.0074174 0.00149364 0.00562742 -0.000638339 -0.0123315 0.0014564 0.00151868 -0.0183679 0.000117891 -0.00513469 0.000541165 -0.0160027 0.00436796 -0.00686713 -0.0128876
internal_weight=641.886 404.032 317.916 86.1154 67.3145 282.649 232.176 32.1773 237.854 18.8009 50.4722 199.999 161.825 10.7911 232.738 38.1736 151.034 51.3907 99.6437 15.5184 38.241 84.1252 12.1726 77.3044 34.5745 22.7127 11.8618 42.7299 16.6867 11.619
internal_count=4633 2203 1453 750 555 1296 1092 194 2430 195 204 898 757 108 2339 141 649 205 444 99 165 345 89 328 162 90 72 166 79 62
is_linear=0
shrinkage=0.0173738


Tree=129
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 3 4 2 0 4 2 4 4 4 0 2 2 0 4 2 2 1 0 3 1 2 2 3 3 0
split_gain=19.301 19.0471 9.45302 10.2765 8.49421 7.22259 6.58401 6.53541 6.41019 5.61232 6.74099 4.9844 10.5462 9.57504 9.4182 6.00801 4.9611 4.74244 4.73459 6.96918 6.17016 6.99701 7.10436 4.73201 4.6633 4.40461 4.89864 4.32215 6.23567 7.68328
threshold=70.182199495350019 85.705356740550016 89.89935142405001 95.44832900530001 0.099855000000000027 -0.20885999999999996 37.232443001650005 0.63131000000000015 93.972365491700018 37.572218886150004 -0.092084999999999986 42.055256506450007 42.684965421050009 42.686561923500008 86.345209775600011 -0.083330000000000001 -0.22932499999999997 85.990333302400003 48.393869453650005 -0.22386500000000001 -0.16262999999999997 62.00390986255001 76.535026057600007 0.084365000000000009 71.246828915000023 -0.056184999999999992 -0.14704500000000001 0.083395000000000011 0.10990500000000002 86.904409066750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 18 -2 24 -8 11 -6 -11 -3 14 -14 -13 16 -15 -18 19 -1 -21 22 -22 -24 -5 26 -10 -17 29 -29
right_child=2 8 -4 6 9 -7 7 -9 25 10 -12 12 13 15 -16 27 17 -19 -20 20 21 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0040811699503578488 0.0013606558487195867 0.0019279639669416496 -0.0033746725714787567 0.0031117335065098178 0.0048174146233601611 -0.0034536411875800933 3.4848917903258545e-05 0.0038250003300054174 -0.0010525955983332123 -0.0046004439556137375 0.0018759277762431656 -0.0059468674393952127 0.004965467669630361 -0.0019701211628729738 1.3951386771167942e-05 0.0016489214353839839 -0.000672280168617352 0.003223099938656391 0.00077523877334129609 0.0054552918844975214 -0.0038950682215728801 -0.004431875751795317 0.0026749708204277102 -0.00098228601860255848 -0.0032711243261193197 0.0013015412459962401 -0.0082974154551227926 -0.00065203154538274652 0.0020488702309853779 -0.0085312241435041899
leaf_weight=20.931071493774652 7.8776592947542659 206.83481751382351 24.369217697530985 2.6749041527509716 7.6437173485755947 32.563443295657635 181.0911568030715 9.7596378773450834 5.1056002825498572 4.4582164771854922 12.289229981601235 7.7734900340437916 13.669769644737242 6.1863675117492667 17.637758366763592 7.5041628405451801 8.0968606323003751 29.68785535544157 16.812960110604763 2.8469381332397452 9.216157326474784 11.671242538839577 13.003004770725967 16.139916613698006 18.065195314586163 6.1939789131283751 3.0255359709262839 5.1549853980541211 4.1848096400499335 4.9269276037812233
leaf_count=361 36 690 612 8 20 443 1075 36 31 29 50 52 56 39 67 27 35 85 73 9 187 113 47 84 253 23 21 22 13 36
internal_value=0.000243327 0.000829198 -0.000691423 -0.000431977 -0.000749361 -0.00251585 -3.36898e-05 0.000228668 0.00138614 0.00161398 0.0001519 0.00152178 0.000720306 0.00152983 -0.00180951 0.000815455 0.00177516 0.00238836 -0.00138547 -0.00187766 -0.00100541 -0.00137306 -0.00044237 0.000649511 -0.00244791 -0.00156484 -0.00374834 -0.00112288 -0.00258082 -0.00450251
internal_weight=717.397 440.995 276.401 252.032 115.012 40.4411 211.591 190.851 325.983 24.3912 16.7474 311.658 104.823 79.4117 25.4112 65.742 43.9711 37.7847 90.6213 73.8083 52.8773 50.0303 38.3591 29.1429 20.7401 14.3251 8.13114 21.7709 14.2667 10.0819
internal_count=4633 2170 2463 1851 973 479 1372 1111 1197 99 79 1122 432 313 119 257 159 120 874 801 440 431 318 131 261 75 52 98 71 58
is_linear=0
shrinkage=0.00451168


Tree=130
num_leaves=31
num_cat=0
split_feature=1 4 0 0 1 1 0 3 3 1 0 4 0 2 4 2 4 0 0 2 0 4 4 3 2 2 2 2 4 0
split_gain=6.53284 4.64617 4.7155 8.37203 7.23363 6.51706 8.01686 5.21575 5.13867 4.97977 7.56083 4.64844 9.83305 6.42254 5.5924 8.84433 7.11649 4.91324 7.17562 6.6281 6.1427 9.13072 4.48029 4.59521 4.2309 3.7574 7.06373 7.37433 6.26145 8.59641
threshold=89.89935142405001 31.914316944300001 91.109157582800023 85.990333302400003 67.606656606400023 67.606656606400023 90.321439350550008 0.4149000000000001 -0.16179999999999997 66.439865777750015 92.464140480550014 41.873095646600007 85.823648898300021 -0.082654999999999992 41.243661560350013 0.17437500000000003 35.771221912400001 85.769879735700016 85.431134011250023 -0.087660000000000002 82.250688042950017 48.393869453650005 45.044778924400006 0.078655000000000017 0.63131000000000015 -0.59614999999999996 -0.24150999999999997 -0.15962499999999999 42.580420142950011 109.03310793845002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 6 -5 24 -7 10 -4 14 13 17 15 16 -3 18 20 -20 21 -13 -2 -24 25 -6 -27 -28 -29 -30
right_child=22 2 4 5 7 8 -8 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 26 27 28 29 -31
leaf_value=-0.013878226095805994 -0.02044176793060732 0.010733341682274439 0.015628575751327808 0.0045008900870824684 0.0088871443083220394 0.0075963426688944952 0.017633126823572293 -0.025870061813002155 -0.031359029562951134 -0.025708791223382568 -0.022953222025460594 -0.023121265741885638 -0.031231412862974255 -0.013161075168100517 0.011217644087568177 0.017337623804359943 -0.0085641644817569529 0.019254178045712771 -0.023873028906473123 0.0085354618664527891 0.015581101725922513 0.0053883619199773898 0.0098279563949820251 -0.021990875953305612 0.012671230752647318 -0.012509571631907869 0.0099738920849735749 0.00092231532220787707 -0.010702460268952087 0.0097761661232501976
leaf_weight=8.0480416500940901 9.3676421325653809 9.2407400365918857 3.9662462174892408 164.30395869165659 15.92912946268916 2.1385220475494862 19.815864071249962 2.9498861823230973 3.2391367573291054 7.196477398276329 3.7674160748720169 5.8883763421326902 4.8858938813209525 16.261227503418922 20.196907239034772 8.4761833064258081 34.075085584074259 5.0261293947696677 8.1326577179133874 3.4058128818869582 10.837164323776959 15.578896857798098 5.3258622959256163 2.554681058973074 9.9700357895344478 18.384491454809904 25.326077315956354 140.83376290649176 42.849721919745207 9.5319108627736551
leaf_count=155 480 51 12 659 70 11 59 35 49 58 30 145 38 210 83 26 319 12 71 14 44 67 65 67 48 200 117 865 532 41
internal_value=0.000515094 0.000844334 0.00103788 0.00261299 -0.00082228 0.0052961 0.00591424 -8.02105e-05 -0.0158677 -0.014032 -0.00316636 -0.000967463 -0.00454556 -0.00254366 0.00251258 -0.000882062 -0.00444735 0.000989297 -0.00110458 -0.014307 0.00361105 -0.0024317 -0.0113246 -0.000486937 0.000209249 -0.000282125 -0.000898598 7.81581e-05 -0.00121894 -0.00697595
internal_weight=637.504 620.256 612.208 331.503 280.705 189.497 184.12 265.775 5.37766 14.9301 7.73366 142.005 70.0162 65.1303 71.9889 51.792 43.3158 48.869 43.8429 11.5385 32.3044 21.4673 17.2482 7.88054 262.825 252.855 236.926 218.541 193.215 52.3816
internal_count=4633 4021 3866 1858 2008 778 718 1908 60 100 42 1080 601 563 479 396 370 353 341 85 256 212 612 132 1873 1825 1755 1555 1438 573
is_linear=0
shrinkage=0.0195037


Tree=131
num_leaves=31
num_cat=0
split_feature=0 4 4 0 0 4 4 2 3 3 0 2 2 3 3 4 3 0 4 2 2 0 3 0 1 0 1 4 1 3
split_gain=12.7665 12.7868 10.0837 10.5171 9.09715 8.40407 6.83215 6.13876 7.50502 9.25659 6.93283 5.65279 6.44722 6.60425 13.7282 9.25556 8.63319 7.80331 7.00697 6.62429 6.03661 10.3568 8.99066 6.55298 6.4171 7.3729 7.83702 5.65018 9.38739 7.5512
threshold=102.75018128760001 44.749265482150008 42.720329370750001 75.381677519650012 100.19345760555002 42.684965421050009 42.620627117000005 -0.21563499999999999 0.075320000000000012 0.078385000000000024 116.75435968915001 -0.064729999999999996 -0.054875 0.084365000000000009 0.086375000000000021 41.559097512700014 0.075810000000000016 87.727077254650013 36.654713368950006 -0.0309 -0.086139999999999994 86.135510041400025 0.078770000000000021 86.09518316945001 65.509659264600018 91.498984011650009 70.816675614150014 39.788107623550012 61.076391807500009 -0.11595499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -3 -9 -10 -11 20 -13 16 -15 19 18 -17 -14 -16 27 23 -23 -22 -24 -26 -27 28 -5 -30
right_child=1 7 4 5 -6 -7 -8 8 9 10 -12 12 13 14 15 17 -18 -19 -20 -21 21 22 24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0064123407862807166 -0.0053741486872476638 -0.011698935025527206 -0.00052022408762503365 0.0068463112208161127 -0.008407764607373901 0.0070430176831433981 -0.0072502468650168335 0.0059950241323988435 -0.0090660591650436797 0.0052529517930401497 -0.0090120046939600428 0.0063479694719199816 0.0072110459792890692 -0.010135011569587788 -0.0034558992090538564 -0.01062608547604469 0.0071637237211647914 0.00031027238081489974 -0.001099754654995405 0.0033807254334303825 -0.00029921607715037836 0.0061077389042112152 -0.0097292456828410659 0.0090168312005540902 0.0065955910103635482 -0.013432462046665008 -0.0018775837868570328 0.002512620911052468 -0.0088536624663928011 -0.00046842381565660095
leaf_weight=10.5003843344748 44.826119124889374 2.2162175960838786 146.89119130186737 9.4920282661914808 9.4734661765396577 15.972332462668417 5.6408609971404067 14.2822990976274 6.4784603621810701 10.258909322321413 2.5988236814737311 22.271031711250544 8.4799194298684615 6.6732059717178336 9.8338270932435972 6.3724613226950195 27.366968370974064 10.535891588777302 22.708815637975931 70.217921257019043 12.806217052042486 4.8668684139847747 12.375802032649515 7.1672333478927603 4.1912961155176189 4.8116021454334286 13.871513891965149 100.73370372131467 7.4486146979033938 53.362904496490955
leaf_count=266 889 25 1066 32 118 71 37 63 112 47 58 68 27 54 49 51 83 52 107 277 54 20 72 22 11 48 90 418 51 295
internal_value=0.000318194 -0.00259695 0.000707453 0.00130313 -0.000998096 0.00148844 0.00127782 0.000877088 0.00170613 -0.00146177 0.0023697 0.00139357 0.00241204 0.00187157 0.000688239 0.00143314 0.00396587 -0.00381145 0.00115987 0.00254089 0.000580747 -0.00154634 -0.00383164 0.00304374 -0.00520393 -0.00275559 -0.0048534 0.00132806 -0.000369236 -0.00149551
internal_weight=684.727 80.6608 604.066 447.701 156.365 437.201 421.229 35.8347 33.6185 19.3362 12.8577 415.588 184.46 162.189 103.633 96.9601 58.5557 16.9084 31.1887 80.0517 231.128 60.0905 40.1171 19.9735 35.2502 22.8744 18.6831 171.037 70.3035 60.8115
internal_count=4633 1194 3439 2255 1184 1989 1918 305 280 217 105 1881 768 700 483 429 217 103 134 326 1113 317 241 76 221 149 138 796 378 346
is_linear=0
shrinkage=0.00780139


Tree=132
num_leaves=31
num_cat=0
split_feature=0 4 2 4 0 4 0 4 4 2 2 0 0 0 2 2 1 2 0 3 3 0 0 0 0 4 0 0 4 4
split_gain=6.3624 10.2977 5.89888 5.39823 7.76112 7.36472 5.835 5.59783 5.22489 5.08225 4.85072 4.70546 4.6404 6.85971 5.1128 5.34949 5.62424 4.16212 4.06035 3.96998 3.78379 3.73807 3.71369 3.47107 6.37099 5.90536 6.02888 6.10687 5.39475 6.01626
threshold=102.75018128760001 44.749265482150008 -0.21563499999999999 42.720329370750001 100.19345760555002 42.684965421050009 75.381677519650012 42.620627117000005 49.247968080500009 -0.15734499999999998 -0.082654999999999992 86.135510041400025 97.32487278035002 96.082805124100005 -0.237895 -0.57826499999999992 74.257902021100008 0.70681500000000008 102.32271644485002 0.087795000000000026 0.079605000000000023 69.867649894100012 104.25302938255003 93.972365491700018 96.631250582750013 42.154118731400011 86.692020874450009 85.431134011250023 41.835830569250014 41.319407281650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 10 6 -1 17 20 22 12 21 13 14 15 -5 -17 18 23 -14 -4 -12 -10 25 -25 -8 27 -27 29 -26
right_child=1 2 8 4 -6 -7 7 -9 9 -11 11 -13 19 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 28 26 -28 -29 -30 -31
leaf_value=-0.013594360263582123 -0.011239503383237461 -0.027549159888958414 0.016071354976536691 0.012780597237559531 -0.018908278047583493 0.015562253394469327 0.0038556582762167228 -0.016424850689113965 0.021607377122311176 -0.016160687607967478 0.0099435390371104097 -0.0023178962199920231 -0.00071106208059292843 -0.029743803155513993 0.0028627972560766931 -0.022359138464805067 0.0081853610521457985 0.016835552337892482 0.014880509113171934 0.025513587058011471 -0.0031520646750050206 -0.020840470157533552 -0.0064726379863956239 -0.0077791912370874707 0.0010435600590186821 0.0048548376871988437 0.0040152366112863455 -0.023789600911123192 0.010572043590674327 -0.018585104205478868
leaf_weight=8.1665261108428222 37.752622139640152 2.0131542365998021 13.404791478067642 2.9390430785715571 8.5018227919936162 13.36292741447687 232.93783155083656 5.428642112761735 3.0899584367871293 6.1405097823590014 1.5399316456168879 27.081193163990974 3.3059742450714102 2.5146469026803961 74.283261699602008 8.4262982662767154 2.6636790856719008 6.512596257030963 8.1222109794616681 4.6836994588375092 4.6232045106589785 9.4575715120881778 3.2385433744639158 32.057268343865871 63.2017234377563 3.599862432107332 10.615425288677214 8.1694645509123784 18.445525199174881 5.7166418880224219
leaf_count=266 889 25 61 13 118 71 989 37 7 121 34 167 35 21 468 185 16 28 28 12 45 115 46 261 352 24 39 60 63 37
internal_value=0.000468046 -0.00473013 0.00282893 0.00111824 -0.00192124 0.00217972 0.00173595 0.00205305 0.00483423 -0.00428509 -0.000866269 -0.00642247 0.0012748 9.71506e-05 0.000946856 -0.009198 -0.0150227 0.00231067 0.0020636 0.0146623 0.0111416 -0.0165299 0.00723773 0.0017858 -0.000792676 0.00299183 -0.0059973 -0.0150282 0.00177095 -0.000584599
internal_weight=631.997 70.2628 32.5102 561.734 145.397 416.337 402.974 394.807 30.497 12.469 136.895 38.0787 98.8166 90.8269 88.3123 14.029 11.09 389.379 382.866 7.98967 18.028 10.9975 6.3285 374.744 119.421 255.323 22.3848 11.7693 87.3639 68.9184
internal_count=4633 1194 305 3439 1184 2255 2184 1918 280 174 1066 316 750 703 682 214 201 1881 1853 47 106 149 53 1825 713 1112 123 84 452 389
is_linear=0
shrinkage=0.0183229


Tree=133
num_leaves=31
num_cat=0
split_feature=0 0 4 1 1 3 4 2 2 2 2 4 2 4 3 1 0 0 0 1 3 0 2 2 2 3 1 2 0 1
split_gain=20.4511 14.9703 15.6739 8.13875 7.7498 7.26786 7.02014 6.57301 6.1797 13.6394 10.1786 10.2632 9.16287 7.185 6.76182 5.85222 6.75008 5.81929 5.79245 11.4212 9.42385 7.27875 5.14817 7.85903 6.05219 9.02674 5.06794 4.83565 6.49763 4.71067
threshold=98.230883170350012 85.121961326250016 44.461493122800007 90.937096262400004 78.196493182200015 0.087700000000000014 36.772607578000013 -0.58835000000000004 -0.079369999999999996 -0.082654999999999992 -0.077085000000000001 42.081757894750005 -0.074029999999999999 43.182896969600009 -0.25587999999999994 58.309968391300011 76.535026057600007 81.446839061900008 94.300357383600002 72.327589083450007 0.091290000000000024 97.491557184450016 -0.25105499999999997 -0.25572 -0.105535 0.099465000000000012 59.240174904450008 -0.095854999999999996 95.217121606100008 62.036171360100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 8 4 5 -2 -6 -1 9 14 -10 12 -12 -11 -3 16 -9 -17 22 27 21 -21 23 -16 25 -24 -19 28 -20 -13
right_child=3 2 -4 -5 6 -7 -8 15 10 13 11 29 -14 -15 18 17 -18 26 19 20 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0038964238460671087 -0.0050751767904591441 -0.0034002660967052153 -0.0017570557976883468 -0.0033126659024208349 -0.0035145948401888536 -0.0010762258996223129 3.5568074114068814e-05 -0.0012038086173161737 0.0039051589821240138 -0.0040982320974267874 -0.0023497055905687772 -0.0037571155295048364 0.0018361458865829231 0.0021693391840321473 0.00066399577832938934 -0.0047849357034819026 0.00265451731347595 -0.0054862961091301284 -0.0035715168167650621 8.420572151455963e-05 -0.0016788566487279867 0.0055334839554703067 0.0030721427238546446 -0.0057099010881135667 0.00080190433671041149 -0.0017826625940053861 -0.00051578396424566738 -0.0054396344589410228 0.0026867194409803674 -4.1073650749040847e-05
leaf_weight=3.9964914545416823 10.813503377139567 5.7676109969615927 34.604184992611408 21.098077503964305 9.5036419183015806 21.193582937121391 114.49498283490539 29.713988872244954 24.235950380563736 14.013015601783993 8.7004117295145971 6.4737581312656394 155.35555698722601 3.6276128888130179 16.085432171821598 11.764493577182291 9.4047002568840963 3.8873977661132839 6.7704972960054892 6.6157612241804626 9.8320014253258687 9.2770644724369031 54.253772273659706 3.7601028829812995 66.589035600423813 6.7889365106821051 19.16181444004178 6.6565301045775405 4.2572304494678974 31.648974921554327
leaf_count=13 125 31 329 554 176 132 709 334 92 100 47 43 543 13 61 214 30 37 81 29 51 18 155 40 267 32 140 64 16 157
internal_value=0.000175029 0.000550828 0.000815204 -0.000998903 -0.000685992 -0.00242726 -0.000236528 -0.00106169 0.00101718 0.000534051 0.00147444 0.00118306 0.00161416 -0.00280937 0.000833969 -0.0013297 -0.000276211 -0.00251347 0.000961906 -0.000312538 0.00137552 0.00326509 0.00133703 -0.000543657 0.00162946 0.00253221 -0.00135409 -0.00276811 -0.00115554 -0.000672108
internal_weight=730.346 553.242 475.313 177.104 156.006 32.0071 123.999 77.9289 440.709 214.295 226.415 202.179 164.056 17.6406 196.654 73.9324 39.1187 34.8137 190.886 43.4091 25.7248 15.8928 147.477 19.8455 127.632 61.0427 23.0492 17.6843 11.0277 38.1227
internal_count=4633 2937 2169 1696 1142 257 885 768 1840 958 882 790 590 113 845 755 364 391 814 259 98 47 555 101 454 187 177 161 97 200
is_linear=0
shrinkage=0.00396922


Tree=134
num_leaves=31
num_cat=0
split_feature=1 3 4 4 1 4 2 3 4 4 2 0 0 0 4 1 3 3 3 2 4 2 0 4 0 0 1 0 2 3
split_gain=5.84671 4.75409 4.20384 4.28363 4.84803 6.88149 4.34103 9.22754 5.02215 4.7938 4.90296 5.56506 5.17528 8.09301 7.22395 10.2634 8.84475 7.23469 7.79907 7.14742 13.6313 8.68978 7.57278 10.6801 6.57783 7.78901 7.16791 5.31706 5.00525 8.05094
threshold=90.937096262400004 -0.27297999999999994 32.724174661450007 35.119813570500007 73.448676123850007 33.361153777850006 -0.24150999999999997 0.091705000000000023 43.521589032450009 49.247968080500009 -0.16164499999999998 84.226704768850013 91.109157582800023 90.321439350550008 39.354247760400007 63.565904036300005 0.080960000000000018 0.087795000000000026 0.090235000000000024 -0.059424999999999999 38.238138001450004 -0.016014999999999998 94.940210418650011 38.171717059500004 86.09518316945001 85.823648898300021 62.041548276350007 89.474575039450016 0.63131000000000015 0.10336500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -4 -6 7 -5 -9 10 -8 -12 13 14 27 17 -17 24 -19 20 -14 -21 23 -23 25 26 -16 -13 29 -24
right_child=-2 2 3 6 5 -7 9 8 -10 -11 11 12 19 -15 15 16 -18 18 -20 21 -22 22 28 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0094675655798563147 -0.014436898070877972 -0.01463831159906411 0.015874441270612948 -0.014229433844139574 0.025873807897829938 -0.026552712716026456 0.0090052781793583878 -0.00040457493534307658 0.023689092924071523 -0.009077484142309215 -0.010140597875442539 0.018105943366518711 -0.031632424769690075 0.019321541925581144 0.010537374616742907 0.010344849620948853 -0.04133738113422962 -0.016680212061859385 0.0010282626306558531 0.012685129164505751 -0.0024426299187796804 0.012150744433124975 0.0030472374482566188 -0.02521034588018483 0.011499278035107344 -0.026296090945859118 -0.023159128777585993 -0.0053415014567721533 0.018655925010445416 -0.029622368154827085
leaf_weight=20.939719296991825 12.38299259636551 8.0066089099273068 18.531812079250816 26.602711188606918 1.8783763665705908 3.427318062633276 45.525899210944772 27.993905499577522 4.9313181973993769 19.233480401337147 19.30891187954694 22.88923662155867 8.564501414075492 15.982642423361538 16.133366521447904 2.3983459882438174 4.8500853572040796 14.288197077810763 77.046730276197195 32.535738222301006 81.864323662593961 5.3628840819001224 41.06871996819973 12.017252843827007 55.876911502331495 5.1204758435487738 3.7753312140703192 5.8938817009329787 8.3916388470679504 4.0129303783178321
leaf_count=238 554 138 70 353 13 59 279 143 21 244 234 68 117 51 73 12 50 89 318 120 629 17 225 120 233 29 31 25 38 42
internal_value=0.000539844 0.000841669 0.00120539 0.00142205 0.0105623 -0.00799214 0.00103413 -0.0045869 0.00320401 0.00170049 0.00212976 0.00141411 0.00194777 0.00422482 0.00306632 0.00142449 -0.0242369 0.0025044 -0.001742 -0.000686875 -0.00520719 0.0032668 -0.00105808 -0.0136821 0.00729816 -0.00208071 0.00414743 0.0133046 0.00304502 0.000139162
internal_weight=626.836 614.453 593.514 585.507 23.8375 5.30569 561.669 59.5279 32.9252 502.141 482.908 437.382 418.073 224.255 208.273 179.489 7.24843 172.241 91.3349 193.818 90.4288 103.389 70.8534 17.3801 80.9061 25.0292 19.9087 28.7831 53.4733 45.0817
internal_count=4633 4079 3841 3703 142 72 3561 517 164 3044 2800 2521 2287 979 928 835 62 773 407 1308 746 562 442 137 366 133 104 93 305 267
is_linear=0
shrinkage=0.0220144


Tree=135
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 3 1 1 0 1 0 1 1 1 3 1 0 4 1 4 0 0 4 3 0 4 2 4 2 0
split_gain=13.8851 13.9201 7.1901 8.79782 6.44789 6.43373 5.67448 7.1359 5.62209 13.8817 6.75793 5.60914 7.43177 7.05296 6.61251 6.16174 6.09179 5.46287 15.9658 18.1581 7.72602 10.2306 7.06175 5.9767 5.99217 8.61326 10.2059 5.26998 5.72628 4.89738
threshold=70.182199495350019 85.705356740550016 89.89935142405001 95.44832900530001 -0.089139999999999997 0.090465000000000031 71.104340634100012 70.816675614150014 91.109157582800023 68.20618276945001 90.321439350550008 61.917879202350001 60.87206898960001 58.309968391300011 -0.17949499999999999 57.027573863050009 85.619326080400015 38.621016321050007 63.910026677050006 43.321682097200004 86.09518316945001 85.823648898300021 40.518963363600001 0.08079500000000002 86.103248543850015 41.319407281650008 -0.083834999999999993 37.232443001650005 0.63131000000000015 86.681267041950008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 4 -2 -6 7 -7 10 -10 17 12 13 15 -13 -1 -16 -3 20 -20 21 -19 -23 29 -25 -26 -27 -5 -29 -22
right_child=2 8 -4 27 5 6 -8 -9 9 -11 -12 14 -14 -15 16 -17 -18 18 19 -21 23 22 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.0014362834517494881 0.00079637917390149135 0.0035684861505319611 -0.0036325567366280206 -0.0026135305726858512 -0.0061688745604631555 -0.0036581993625329355 -0.0062289575717361751 0.0059866925518831816 -0.0035528582127597819 0.0017052140747375298 0.0044455307144075544 0.0018337364862862355 0.0024978807141144278 -0.0049421992797476699 -0.0052170604141155135 0.0032388992689418718 -0.00029383342964664993 0.0023726026458261527 -0.0096173176398557086 0.0029035229842105906 0.00055982858378608431 0.00092288937249410726 -0.0049511673927541211 0.0061271305989917188 0.0032193017026345499 0.0025121788966571109 -0.0019885374805314144 5.4328329069540164e-05 0.0043902459535481884 0.005056743315930614
leaf_weight=26.297911375761032 10.657777935266493 30.042161241173744 21.70177099481225 19.648312725126743 16.603750087320808 4.1801944784820062 4.1751746274530879 4.3901146650314331 20.770434267818928 43.096352968364954 23.548113830387592 8.1729833707213384 23.92168827354908 10.465700339525936 20.222135879099373 11.229309655725954 10.742531150579451 20.767130866646767 7.8094880729913694 5.5173522606492043 8.8735373690724355 9.2976291775703448 14.817530922591684 7.2639269828796378 34.831747457385063 24.17058240622282 33.635384902358055 174.66257735528052 8.9372638389468175 28.384068608283997
leaf_count=314 63 90 612 261 303 43 59 11 128 155 66 38 89 103 325 52 52 68 49 21 33 32 90 22 106 74 153 1075 36 110
internal_value=0.000230108 0.000823162 -0.00071866 -0.0004587 -0.00272341 -0.00400157 -0.0011782 0.00128237 0.00139362 -4.78966e-06 0.00175236 -0.000783777 9.21829e-05 -0.00110692 -0.00239334 -3.73236e-05 -0.00350905 0.00147102 0.00114848 -0.00443365 0.00155714 -0.000345598 -0.00268642 0.00217977 0.00150625 0.00114391 -0.000106639 -1.2918e-05 0.000265392 0.00398573
internal_weight=688.835 423.878 264.957 243.255 40.007 29.3492 12.7455 8.57031 312.825 63.8668 248.959 111.052 71.9146 47.9929 39.1377 37.5272 30.9647 225.411 195.368 13.3268 182.042 44.8823 24.1152 137.159 99.9016 92.6377 57.806 203.248 183.6 37.2576
internal_count=4633 2170 2463 1851 479 416 113 54 1197 283 914 973 558 469 415 366 377 848 758 70 688 190 122 498 355 333 227 1372 1111 143
is_linear=0
shrinkage=0.00528337


Tree=136
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 3 3 4 1 3 3 3 4 2 4 2 2 1 0 3 2 3 1 1 1 2 2 1 3
split_gain=18.9129 20.8248 9.95261 9.41699 7.22235 7.18166 6.96472 6.72259 5.99226 5.94495 6.88291 5.30868 5.60106 4.74598 7.37928 4.60698 7.45363 6.22672 7.1265 8.01941 5.0264 4.69136 4.48632 5.91477 4.3601 5.92862 4.70823 11.8691 4.57107 5.45805
threshold=70.182199495350019 85.705356740550016 90.937096262400004 95.44832900530001 98.230883170350012 93.972365491700018 -0.20885999999999996 0.099855000000000027 36.772607578000013 78.27445846800002 0.087700000000000014 0.090465000000000031 0.092675000000000021 35.119813570500007 -0.092084999999999986 48.393869453650005 -0.22386500000000001 -0.16262999999999997 62.00390986255001 76.535026057600007 0.084365000000000009 0.11061500000000003 0.091705000000000023 75.981203682750007 74.927328095600004 73.007768990450018 -0.070854999999999987 -0.095854999999999996 75.629015667650023 0.083905000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 24 -3 -2 15 -6 10 -10 -8 -13 -9 -15 16 -1 -18 19 21 -21 -19 -12 -24 25 26 27 -5 -26 -30
right_child=2 5 -4 4 8 -7 11 13 9 -11 22 12 -14 14 -16 -17 17 18 -20 20 -22 -23 23 -25 28 -27 -28 -29 29 -31
leaf_value=-0.0045205158606862542 0.0014058268844218745 0.0017022286281194836 -0.0041595200675632361 0.0027988144362220474 -0.0040875612703406144 -0.0019273017083857814 -0.0053092698091177426 0.0056616951770919622 -0.0063010911757462196 7.7019792145924216e-05 0.0032618886698968855 0.0031710383050973421 -0.0037368098795398817 -0.0051480742990559717 0.0021096603888195089 0.00081803398623828225 0.0061684406099001355 -0.0056631223496253396 -0.0048699947634719878 0.0031335558151172364 -0.0010264861237203786 0.0051190290048134766 0.00067778562446689701 -0.006070240218564605 0.0036687316999167532 -0.004842011934525047 0.0027346863514111299 -0.0072254662443961611 -0.0040739506993856932 0.0022139569967679759
leaf_weight=22.256725884974003 8.3318522050976735 309.72873736917973 20.475066501647234 6.9776449576020232 12.412914983928202 14.446943059563635 20.697806052863598 5.2761929184198406 8.514727249741556 110.80330246128142 4.9590291306376484 4.7162129282951346 8.0355025306344015 4.7633062601089522 13.891305271536108 17.134217731654644 2.8566316962242118 8.6175167839974147 11.94040687009692 13.518315412104132 16.126557849347591 1.1591813825070847 7.3396468684077245 5.9589102789759636 24.354558065533638 5.6990414336323729 14.625812694430349 5.2339503094553974 5.1252629831433323 10.990135319530962
leaf_count=361 36 1122 554 27 215 75 330 15 102 708 17 25 88 30 54 73 9 179 113 47 84 8 40 52 76 35 47 44 30 37
internal_value=0.000230379 0.000882594 -0.000779586 -0.000518217 -0.000107458 0.00154048 -0.00271051 -0.000931845 -0.000739244 -0.000437138 -0.0025651 -0.00373584 -0.00118195 0.00144819 0.000256456 -0.00154029 -0.00206867 -0.00106219 -0.00146434 -0.000432795 0.000870529 -0.00438473 -0.000822754 -0.00234592 0.00119052 -0.000180918 0.000808886 -0.00149764 0.00229311 0.000214181
internal_weight=726.967 441.716 285.251 264.776 222.995 324.176 41.7814 117.54 149.989 137.576 26.7723 33.4495 12.7517 23.9308 18.6546 93.6096 76.4753 54.2186 51.362 39.4216 29.6449 9.7767 18.2576 13.2986 73.0064 32.5364 26.8374 12.2116 40.47 16.1154
internal_count=4633 2170 2463 1909 1430 1197 479 973 1134 919 211 443 113 99 84 874 801 440 431 318 131 187 109 92 296 153 118 71 143 67
is_linear=0
shrinkage=0.00503184


Tree=137
num_leaves=31
num_cat=0
split_feature=1 0 1 3 1 0 0 1 3 4 3 3 0 3 1 1 3 0 3 2 3 1 1 3 1 1 3 0 2 4
split_gain=18.9767 17.6552 9.67293 9.8379 7.90513 9.01133 8.28345 7.05742 6.71026 6.64243 6.42902 6.01262 7.29992 5.63691 9.60014 5.70877 5.58824 5.18081 5.48211 4.73967 10.0728 4.55391 10.9092 4.38459 8.85526 4.29313 4.21662 9.8464 7.12478 8.12528
threshold=70.348883899450016 85.662341410450011 61.928633034850002 1.0000000180025095e-35 90.937096262400004 95.44832900530001 98.230883170350012 78.196493182200015 0.087700000000000014 36.772607578000013 -0.17949499999999999 -0.10978499999999999 71.096275259750016 0.079025000000000026 59.240174904450008 58.309968391300011 -0.20885999999999996 96.631250582750013 0.08376500000000002 -0.23401999999999998 0.091705000000000023 71.053259929650025 70.816675614150014 0.089705000000000021 73.007768990450018 78.473404369650012 0.075320000000000012 104.22883325935001 -0.088880000000000001 42.388109226950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 5 16 17 8 -8 25 -4 12 -1 -5 15 -15 -2 18 -7 20 -3 22 -18 -10 -25 -9 -11 -28 -29 -30
right_child=4 19 10 13 -6 6 7 9 23 26 -12 -13 -14 14 -16 -17 21 -19 -20 -21 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.0062552848384250445 0.0012427211417300125 -0.0036521065413049922 0.0010947026376057921 0.0067420268013498857 -0.0044048735247941622 0.0014737706706583304 -0.0070839240011866854 0.005578164085316771 0.0042199788257673964 0.0018595860719948095 -0.0052056862453187819 -0.0062720146961642367 0.00098263117378386499 -8.0730762866556758e-05 0.003046374008255164 -0.0075695434572433428 -0.0066001495238698282 0.0022167950111209628 -0.0050475435659963356 0.0018245693764236894 0.0029377322410436492 -0.0058165253879942196 0.0047957580016887956 0.0061247556618828063 -0.0045006359100018588 -0.0062893756048575111 0.00072405355029614817 -0.0066852782948008393 -0.0066262571469328999 0.0025957982143938359
leaf_weight=5.7997374180704417 7.2404046431183806 15.287622243165972 6.5370199531316784 6.0564512163400641 18.447180170565844 9.2114783078432101 9.9821584522724169 1.0767419263720501 3.4645231589674976 29.696946065872908 22.130486644804478 8.7462730482220632 17.270569067448378 8.7798814103007299 24.40859966725111 4.9653599448502055 5.5842113457620162 54.16741856560111 7.1218688115477553 305.98819974809885 13.707361094653605 19.507802853360772 4.9264827333390713 2.9539064988493946 14.154615111649035 8.0549575276672822 54.152896240353584 11.713841285556557 4.6184790730476371 8.3747519105672819
leaf_count=145 34 102 34 14 554 40 119 5 12 144 325 109 109 57 87 51 83 204 49 1129 41 315 17 10 108 171 303 164 61 37
internal_value=0.00027595 0.000994856 -0.00100595 3.59215e-05 -0.000875759 -0.000621457 -0.000189238 -0.000938323 -0.00332858 -0.000317746 -0.00376902 -0.00233102 -0.000836938 0.00173933 0.00094521 -0.00278601 -0.00315898 0.00138588 -0.00136973 0.00162018 -0.000536764 -0.00422067 -0.00125876 -0.00150647 -0.00266609 -0.00489004 6.68706e-05 -0.000608227 -0.00352832 -0.000682206
internal_weight=714.128 439.678 104.694 76.0269 274.451 256.003 218.745 148.244 30.5552 117.689 28.6675 31.8166 23.0703 44.2103 38.1538 13.7452 37.2589 70.5008 16.3333 334.983 28.995 30.0185 10.5107 20.573 17.1085 9.1317 108.557 78.86 24.7071 12.9932
internal_count=4633 2203 931 572 2430 1876 1427 1134 249 885 359 363 254 209 195 108 449 293 89 1272 143 415 100 130 118 176 709 565 262 98
is_linear=0
shrinkage=0.00558194


Tree=138
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 3 2 4 2 3 3 1 2 2 3 3 1 3 3 0 4 0 3 2 1 0 3 2 4 1
split_gain=12.0599 12.8024 6.9025 7.553 8.41824 5.75465 7.87562 5.56542 5.54806 5.44554 5.77343 4.81953 5.39209 5.41811 4.51925 3.96427 7.85918 11.2404 8.96333 6.6028 4.02198 3.79765 3.77091 10.8318 6.89291 5.65511 5.34268 6.28948 8.22288 10.1252
threshold=70.348883899450016 85.705356740550016 90.937096262400004 96.631250582750013 97.789976036950009 -0.20885999999999996 -0.21563499999999999 36.772607578000013 -0.14314999999999997 0.099855000000000027 0.12001500000000002 75.28220456885002 -0.61402999999999996 -0.59614999999999996 0.076835000000000028 -0.15544999999999998 61.993156030000002 1.0000000180025095e-35 0.083905000000000021 71.096275259750016 38.060777288450005 78.252950803000019 -0.13578999999999999 -0.080234999999999987 66.52858489605002 91.437149474700007 0.08079500000000002 -0.093604999999999994 39.427119987250002 64.108972578700019
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 -2 -6 -5 15 -11 -9 -13 -14 -10 19 17 20 -19 -1 -17 -20 23 24 -3 -26 -24 -28 -29 -30
right_child=2 22 -4 4 7 -7 -8 11 14 10 -12 12 13 -15 -16 16 -18 18 21 -21 -22 -23 26 -25 25 -27 27 28 29 -31
leaf_value=-0.0069714133993563129 0.0065548908477961847 -0.0086272163351326144 -0.0047332541672776996 -0.0021639744854451432 -0.0048839713868946569 -0.0037281694178879056 -0.0042434569325319376 -0.0046471154567536335 -0.0015182777740773133 0.0033722479977232912 -0.0043658368672967974 -0.0089073860318502375 0.0051425569971428635 -0.0001792767134614752 0.0044990316162903648 -0.00036494536476556631 -0.0066502571699774806 0.0049265637631386722 -0.008008551082983607 0.0015998830459803286 -0.0080213605933866193 -0.00062554466229535464 0.0035158145521872472 0.0027888836732584345 0.0058280550134524618 -0.0053453338374043887 0.0028057018689587473 0.003277832941042958 0.00060812053515907534 -0.0044357390854905983
leaf_weight=4.0847318600863245 5.4901467747986317 7.4411783516407031 16.21428456902504 8.2044161520898324 11.246131321415303 40.609697518870234 4.9428597986698133 9.3350390493869764 5.7553893737494937 17.768588244915012 4.6941850557923308 2.5804825797677031 7.8614579811692229 117.20312073267996 29.159679643809795 3.5943922046571961 13.971956316381691 12.149362791329624 3.2826048862189081 22.67111836373806 9.9744655042886716 14.69026707112789 53.911099828779697 17.533888250589371 3.3174374997615814 3.6789769306778908 75.10241861641407 34.186378441751003 97.183063194155693 18.19710086286068
leaf_count=121 16 50 554 42 219 490 32 98 26 69 30 28 24 811 90 57 211 51 47 132 176 79 218 59 9 34 252 113 378 117
internal_value=0.000239802 0.000892183 -0.000813262 -0.000551039 1.47479e-05 -0.00267202 0.00143894 -0.0006873 0.00242809 -0.000960319 0.00175517 -0.000342752 -2.79615e-05 0.000155249 0.00350714 -0.00168288 -0.00259891 -0.00130334 0.000809246 0.00029133 -0.00599318 -0.00197399 0.00152975 -0.000488805 -0.00446943 -4.73316e-05 0.00176141 0.00134043 0.000604672 -0.000187368
internal_weight=676.036 417.433 258.603 242.388 191.346 51.0427 10.433 148.226 43.1195 106.882 22.4628 136.98 127.645 125.065 34.9151 84.4189 57.663 43.6911 30.1222 26.7559 13.5689 17.9729 310.552 31.9715 14.4376 6.99641 278.58 224.669 149.567 115.38
internal_count=4633 2203 2430 1876 1338 538 48 1180 158 973 99 961 863 835 116 874 621 410 177 253 233 126 1230 152 93 43 1078 860 608 495
is_linear=0
shrinkage=0.00620571


Tree=139
num_leaves=31
num_cat=0
split_feature=0 0 4 1 3 3 0 3 3 4 4 1 4 4 0 1 1 0 2 2 2 3 2 0 4 1 2 1 1 1
split_gain=6.4489 5.65819 7.9892 7.37229 5.50466 6.17205 5.89543 5.12166 4.86337 5.47113 4.30721 4.28537 4.01415 6.56836 6.47033 4.65082 4.49711 4.74828 3.95668 4.92395 3.704 5.19344 4.77558 3.76026 3.34495 3.24732 4.54661 4.06006 2.98825 2.9677
threshold=98.230883170350012 85.662341410450011 44.578137159850009 61.928633034850002 1.0000000180025095e-35 -0.10978499999999999 71.096275259750016 -0.17949499999999999 0.083905000000000021 37.572218886150004 45.044778924400006 75.180043159850015 40.722669576350008 40.890797847750008 103.37390357390002 78.537927364800012 72.62331947780001 101.80384402570002 -0.237895 -0.61402999999999996 -0.23353499999999996 -0.23921499999999998 -0.23455499999999999 73.921844754800006 43.968221017800005 61.076391807500009 -0.054875 57.772276765200012 64.369753017350021 75.629015667650023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -5 -6 -10 -4 18 14 -14 15 16 -2 -18 19 -12 21 22 -8 -22 -9 27 -27 -11 -26 -15
right_child=12 2 10 7 8 -7 20 24 9 25 11 -13 13 29 -16 -17 17 -19 -20 -21 23 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.018164199619609453 0.013547547343027619 0.0028139029836465497 -0.020556575399880352 0.0028981722829161919 0.014030804248334411 -0.017756948132719018 0.0026738340325288094 -0.017704433305050529 0.011889544552737224 -3.0707205554492707e-05 0.014059562409471454 -0.021197114882387198 0.013241572023874907 -0.012736535157579937 -0.015317931863645945 0.0024999157487036621 -0.018375086496539503 0.0064647331452938996 0.0043927327379273294 -0.019487564429529907 0.02292967624917492 0.014304503259430603 -0.027283062229950007 -0.00024504634295115436 0.012124738357523387 -0.0057661542084493436 0.014826396452719706 -0.022233412290837279 -0.017133291445398928 -0.001087753454136796
leaf_weight=3.9836022406816545 1.9311503246426571 371.20976437814534 4.6718730926513699 6.2230713665485409 10.284092821180819 7.478233801200985 2.8058354146778592 14.771074526011946 8.6934061776846665 4.4050130750983971 1.5415741130709708 3.1022037006914607 8.3107159677892906 6.2843236997723571 14.927568834275005 20.498959766700864 9.835693594068287 2.5849109888076773 13.511734817177055 4.7487910334020853 4.0849224254488936 2.9314969182014474 2.856507420539856 3.4227996021509171 2.1488086692988868 7.6137532740831375 4.5599444098770601 4.3581688925623894 1.635057210922241 78.29399405606091
leaf_count=145 6 1687 96 34 42 109 20 261 42 29 5 72 36 81 495 118 114 15 69 70 20 10 30 29 10 37 14 45 61 831
internal_value=0.00045585 0.00134267 0.00218473 -0.00229721 0.000496568 -0.00510897 -0.000399801 -0.00990548 0.00436755 0.00101362 -0.00628479 -0.00337373 -0.00259646 -0.000593807 -0.00633353 -0.00248526 -0.0096057 -0.0132056 -0.000581508 -0.0112662 0.0039952 -0.00331613 -0.0124387 0.0123642 -0.0141997 -0.00350228 0.00194727 -0.0110727 -0.000518033 -0.00195328
internal_weight=633.709 491.042 398.786 92.2558 67.4778 27.5634 20.0852 24.778 39.9144 29.6303 27.5762 22.9043 142.667 92.889 49.7783 34.8507 14.3518 12.4206 19.8021 6.29037 16.1016 8.59384 5.66234 7.50772 18.5549 20.9369 12.1737 8.76318 3.78387 84.5783
internal_count=4633 2937 1999 938 572 363 254 366 209 167 312 216 1696 948 748 253 135 129 144 75 109 60 50 49 332 125 51 74 71 912
is_linear=0
shrinkage=0.0163093


Tree=140
num_leaves=31
num_cat=0
split_feature=1 3 2 2 0 4 4 4 4 0 1 1 0 0 1 1 4 0 1 4 2 2 3 4 4 2 3 0 2 2
split_gain=5.80311 4.20394 4.25459 4.73695 3.90793 3.73226 6.03203 3.48575 3.72139 3.92917 6.44458 9.27784 6.07497 4.38309 8.74933 4.31981 5.01934 4.16424 7.19114 4.42536 3.99451 6.07118 7.80201 6.73688 8.00713 6.63123 5.86097 4.43518 4.39638 4.27925
threshold=90.937096262400004 -0.27297999999999994 -0.066979999999999998 -0.23557500000000001 113.1679565431 48.109449608500007 48.914776625700007 32.724174661450007 35.119813570500007 85.619326080400015 63.910026677050006 62.907231794400012 85.431134011250023 110.27248713660002 87.313054702550019 86.751166953300014 50.189067467950004 85.121961326250016 61.917879202350001 40.767054867700004 0.70681500000000008 0.075080000000000022 0.091510000000000022 38.536700832000001 41.087689990200012 0.059500000000000011 0.12376500000000003 105.93331571405001 -0.14907499999999999 -0.59614999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 -2 -7 -3 -9 12 11 -11 17 14 15 16 20 19 -19 -10 21 25 27 -24 -25 26 29 -23 -28 -12
right_child=5 4 -4 -5 -6 6 -8 8 9 10 13 -13 -14 -15 -16 -17 -18 18 -20 -21 -22 22 23 24 -26 -27 28 -29 -30 -31
leaf_value=-0.024576592652748044 -0.019576459192924882 -0.011571420533783688 -0.024928476847129254 0.0012996691692028944 -0.014203488902026135 0.025047347007561133 -0.020134940539001538 0.0088108330854222254 -0.012538047207317566 0.003112389042092341 0.010367760241909638 0.018383731849244769 -0.021053984288651243 0.012717340460586467 -0.022782848450215141 0.018150421837734441 -0.02106862733403746 0.01941532992190817 -0.0093218826258059471 -0.00013451389227658433 0.013117054995516488 -0.016937222730531453 0.019700464908511441 -0.026156718509725098 0.0076231059489049137 0.01313630131438682 -0.036338724777245139 0.0078437703198309845 -0.0061473097758147736 -0.00019138651021124393
leaf_weight=3.0760862194001719 8.3018219238147122 7.5257455836981526 4.0507642403244963 13.830323191359639 5.9321722015738478 2.0814908295869818 2.1229935325682163 22.825627434998751 14.885776087641714 172.95039801299572 14.700564835220574 15.411598578095434 6.1861768811941138 9.2165898382663709 6.1319683045148841 4.5823696851730338 4.0829624282196155 7.8300838172435743 5.1244557350873947 32.723796473816037 8.0141162648797017 21.200074715539817 5.6121785584837189 4.1716750487685186 6.2139463797211647 14.499744355678557 2.5658805370330811 2.923179078847169 5.1769877411425105 191.38156865630299
leaf_count=51 468 112 86 101 85 15 71 134 207 720 57 50 70 51 102 19 116 20 56 344 39 180 22 31 30 43 23 19 37 1274
internal_value=0.000473765 0.00073331 -0.00756802 -0.00340846 0.00102725 -0.0122443 0.0022332 0.00118145 0.00134737 0.00104075 0.00162683 0.00436188 -0.00325137 -8.77188e-05 -0.000492924 -1.3552e-05 -0.000310241 -0.00143297 0.00804769 -0.00401265 -3.66618e-06 -0.000395369 -0.0071615 0.00305134 -0.0059455 0.00079357 -4.3406e-05 -0.0139343 -0.0161523 0.000561835
internal_weight=625.333 612.827 20.9572 16.9064 591.87 12.5063 4.20448 585.937 578.412 555.586 488.836 188.362 66.7503 300.474 291.257 285.125 280.543 60.5641 12.9545 47.6096 276.46 268.446 40.1211 15.9978 10.3856 228.325 213.825 24.1233 7.74287 206.082
internal_count=4633 4079 238 152 3841 554 86 3756 3644 3510 2813 770 697 2043 1992 1890 1871 627 76 551 1755 1716 282 83 61 1434 1391 199 60 1331
is_linear=0
shrinkage=0.01886


Tree=141
num_leaves=31
num_cat=0
split_feature=1 2 2 4 4 0 3 3 2 1 0 0 0 1 1 2 2 1 0 0 0 1 0 4 3 1 2 1 1 1
split_gain=5.09248 3.76213 8.69952 6.51096 5.61906 14.3879 7.68035 8.92629 7.61875 6.67179 9.43249 6.26635 5.44732 7.42212 8.14265 6.35983 9.41546 5.19261 5.00608 10.8468 6.04598 6.38933 7.85211 5.82273 5.11315 4.59864 4.59985 4.56248 4.38952 9.04747
threshold=90.937096262400004 -0.22386500000000001 -0.160525 33.96174662340001 42.081757894750005 104.03526427400001 -0.22831499999999999 0.088145000000000015 -0.14510999999999999 80.13218303615001 91.109157582800023 86.692020874450009 102.21786657775002 78.27445846800002 75.629015667650023 -0.58319500000000002 -0.54488499999999995 81.573196594050017 86.904409066750006 86.393602021950016 109.30464220965001 82.788379669050016 87.345316200150009 49.064150740050003 0.070640000000000022 62.116825104000007 -0.096559999999999993 80.677940036650014 62.020040611300011 57.492677119650004
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 18 -4 10 11 25 13 14 15 -5 -17 -10 19 24 21 22 -20 27 -8 26 -9 -24 29 -18
right_child=-2 2 4 12 6 -7 7 9 17 -11 -12 -13 -14 -15 -16 16 28 -19 20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.019862900223615688 -0.0093691071759970292 0.010204146132995853 -0.017201229109878563 0.007495377595314435 -0.016514236517073011 -0.016671777427279984 -0.018936053222534523 0.0060071461424281393 0.002982019208552459 0.0093331482547629619 -0.02067947681490381 0.0027870157918527868 -0.012864399296210995 0.012167026955735774 -0.022071942536919274 -0.021406160689821735 0.0012029018449455622 -0.012510471501442865 -0.030350437312703687 0.015057527294274118 0.0094758857822987951 -0.014031176314630684 0.00017001796001353821 -0.016962463824499095 0.0019583909500962538 -0.024697170660717895 -0.01050871588243517 0.013852077414570126 0.0029247742522069283 -0.016000654864227054
leaf_weight=4.2996893245726815 11.652547864243386 21.891944129019976 4.2797025814652434 16.880833599716425 7.1551860217005006 8.9261994995176774 2.9280110262334373 4.926108185201886 284.33155488595366 5.792085748165845 9.5892054662108404 16.220990777015686 8.1657709311693889 9.522053509950636 4.0775715354830018 5.4292008187621752 18.188084278255712 4.8347946610301724 1.8753545358777035 16.357815846800804 10.708949651569126 9.134942561388014 39.458945306949317 3.8472245223820201 21.261319119483232 3.5662391707301131 14.955423731356861 6.1966770440340033 30.360079967416823 10.651261307299135
leaf_count=104 554 97 62 67 91 218 65 24 1361 26 99 60 124 30 42 92 131 50 13 75 47 144 296 115 115 33 109 20 190 179
internal_value=0.000337624 0.000524329 0.00106713 -0.00198968 0.00064721 0.00186844 -0.00147532 -0.000830277 0.00243241 -0.00571625 -0.00748586 -0.00429654 -0.00124556 -0.000248002 -0.00162925 -0.000606585 -0.0027228 0.00272299 0.00157622 0.0057341 -0.000790876 -0.00260777 -0.000576717 0.000551224 -0.000570789 -0.00919689 -0.00641653 0.00202704 -0.00100934 -0.0051509
internal_weight=617.466 605.813 498.239 107.575 476.347 302.372 173.974 166.819 293.446 55.0501 49.258 39.6688 103.275 95.1091 85.587 81.5095 64.6286 289.166 111.769 40.5471 71.2221 60.5131 51.3782 49.5028 24.1893 23.4478 19.8815 45.6556 59.1994 28.8393
internal_count=4633 4079 3120 959 3023 1691 1332 1241 1473 351 325 226 855 731 701 659 592 1411 890 255 635 588 444 431 180 166 133 316 500 310
is_linear=0
shrinkage=0.0148237


Tree=142
num_leaves=31
num_cat=0
split_feature=1 1 3 3 3 2 4 2 4 3 2 2 0 2 3 2 4 3 0 4 2 0 1 2 4 4 4 1 1 4
split_gain=4.40841 5.40105 4.71561 10.8088 6.48966 6.48363 5.02642 4.33713 7.74114 7.26572 6.1218 5.93253 14.9051 7.97074 5.48726 7.08111 4.75119 8.12811 5.20035 4.4409 4.07201 3.86378 5.95454 5.13334 6.25129 9.50167 3.81266 3.92803 3.76218 4.15183
threshold=70.348883899450016 70.74946416085001 1.0000000180025095e-35 0.079470000000000027 -0.10696499999999999 0.12419000000000002 41.909642283050012 -0.083330000000000001 39.427119987250002 0.093325000000000033 0.18839000000000003 -0.078504999999999991 86.866770652900016 -0.077085000000000001 0.096715000000000009 -0.013285 42.206017975500011 0.12140000000000002 86.264556031700025 42.876019054300009 -0.057599999999999998 85.705356740550016 61.993156030000002 -0.093604999999999994 35.374259656300005 41.529896397300007 37.232443001650005 71.397382570300024 55.782817748650011 38.751720283100006
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 -6 21 9 -9 11 12 19 -13 -15 16 18 -18 20 -10 -16 22 23 24 -5 -26 27 -3 -1 -30
right_child=1 26 3 7 6 -7 -8 8 10 -11 -12 13 -14 14 15 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.021101915344918377 -0.020938635366779885 0.0064981413797934847 0.01311478062295803 0.014999946198087998 -0.0040007974524491913 0.01519881104487545 -0.023900773522595942 -0.0049751608606792425 -0.010275918972726939 0.011790191790881404 -0.021086531838859925 0.02053754188256322 -0.034557186664701749 -0.0073301276806337218 0.0046528715494405454 0.013091586114412086 -0.029063752106259513 0.0079939722126753064 0.012057498440035059 0.014592425529772588 -0.020236016522454235 0.0054883110599312189 -0.01507846342983675 0.016410231089048256 -0.034274084665246514 0.0034604326663062591 -0.00045681136444590488 -0.012699524569283338 -0.011133549864857024 0.0017757447960794553
leaf_weight=3.1693845679983488 4.6777816973626605 4.4680934399366405 29.215914338827133 4.2601058483123806 10.182811668142678 8.4282612726092321 7.1046988861635318 12.80153553932905 4.8856189027428609 25.499015934765339 6.0697699692100278 5.6510466337203971 6.1304385587573043 32.945457795634866 4.3766249269247055 13.989083647727965 4.933752313256262 3.2283873483538628 8.953290641307829 4.5936859846115112 4.293480992317205 102.80731684714556 8.2454390414059144 6.5707987472414997 3.6645805183798057 5.5055439583957195 201.39413471054286 16.456957685761154 10.192934513092039 42.311557415872812
leaf_count=126 91 24 147 22 88 26 107 72 27 84 57 21 44 193 15 46 42 11 27 16 27 382 127 21 38 34 1917 398 135 268
internal_value=0.000372577 -0.00162957 0.00156855 0.00262453 -0.0023059 0.000356781 -0.0121791 0.00148691 -0.000755402 0.00618656 -0.00341287 -0.00227141 -0.0124936 -0.00023538 -0.00184964 0.00268988 -0.00295323 -0.0144062 0.00235115 0.00177532 -0.00767223 0.00385407 -0.00209398 0.00325889 -0.00317546 -0.0116191 -0.00122329 -0.00860028 -0.0018901 -0.000730395
internal_weight=607.008 226.997 380.011 298.621 81.3896 64.1021 17.2875 269.405 138.351 38.3006 100.051 93.9809 15.6097 78.3711 72.7201 39.7746 25.7855 8.16214 17.6234 9.4793 8.67011 131.054 28.2465 20.001 13.4302 9.17012 222.319 20.9251 55.6739 52.5045
internal_count=4633 2430 2203 1453 750 555 195 1306 682 156 526 469 87 382 361 168 122 53 69 43 42 624 242 115 94 72 2339 422 529 403
is_linear=0
shrinkage=0.0181578


Tree=143
num_leaves=31
num_cat=0
split_feature=1 4 4 4 1 0 3 4 2 2 4 3 3 2 4 4 4 3 3 3 2 2 0 0 4 4 1 3 2 3
split_gain=4.21915 3.68963 5.13872 3.1188 3.00224 8.47312 7.88649 8.42465 6.20525 13.18 5.58085 7.62372 4.88822 9.5364 6.08671 6.01508 4.56696 5.57266 6.49197 4.23374 4.23253 5.57154 4.01661 3.95817 4.82168 4.76337 3.91581 3.61523 4.99682 3.36651
threshold=90.937096262400004 48.109449608500007 48.914776625700007 29.850823923150003 64.369753017350021 86.681267041950008 0.081775000000000028 41.257948413050009 -0.083834999999999993 -0.06828999999999999 41.965446242000006 0.11636500000000001 1.0000000180025095e-35 -0.11692 48.393869453650005 43.847983878700006 41.681597818500002 0.091885000000000022 0.087795000000000026 0.087935000000000027 -0.22147500000000001 -0.26416999999999996 86.208098410950015 85.769879735700016 42.759119507950011 42.546237522150008 62.057679025150001 0.10249000000000003 -0.053874999999999999 -0.27118499999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 10 -7 -8 -9 -10 16 12 14 -14 -12 22 17 18 20 -18 21 -5 23 24 25 -15 -22 -19 -29 -6
right_child=1 2 -4 4 29 6 7 8 9 -11 11 -13 13 15 -16 -17 19 27 -20 -21 26 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.015426761739955126 -0.018596456502366625 0.022148870538348443 -0.019046844820921331 0.013464837672866686 -0.011553382604563905 0.014996810034461634 0.012161355457001581 0.0080112992775265533 -0.024535157484149507 0.0036879064969151821 -0.023741205945805834 -0.029388257441295917 0.013966331235855708 -0.010150623396335417 -0.002740949605228494 0.0069408221825964051 0.019797249469971044 0.011039539844327578 -0.02264288205813508 0.0012338991533593245 0.0052957444144735282 -0.02163205173751764 0.0034390483764518212 -0.022765837927532697 -0.01969276947306433 0.016581241530486311 -0.01094784062425175 0.0051474497253034121 -0.013730821465499874 -0.00020799550477996725
leaf_weight=3.9424144392833105 7.0027993991970998 2.1337301507592206 1.8226958476006982 1.9574376642704008 8.728078590705989 26.487799607217312 20.38014580309391 11.866694711148737 9.2504795491695386 12.810572884976866 6.9641324486583498 3.5968364998698226 12.655070926994084 4.8754644095897728 12.563951693475245 11.733698621392248 8.8601809637621063 20.332646382972598 5.1491280347108832 7.2539955824613562 23.85231718886644 5.8771136421710244 7.0854636356234542 7.5138723701238623 5.5960952807217827 3.8910569474101067 6.037388138473033 20.277841441333297 5.8690504282712928 312.12015432678163
leaf_count=113 468 15 71 9 91 131 73 38 60 45 182 32 45 44 68 54 39 68 45 31 152 159 26 58 56 13 34 75 30 2308
internal_value=0.000338315 -0.0107384 0.00317031 0.000544929 0.000652826 0.00208092 0.00693642 0.00300509 -0.00249501 -0.00814638 -7.52637e-05 -0.00378104 -0.00251723 0.000305919 -0.0102301 -0.00394204 0.00261185 0.00101962 -0.00366542 0.0114407 -0.00107512 -0.0128632 -0.00835114 -0.0121698 -0.00662644 0.00171443 0.00201472 0.00534117 0.000909947 -0.000516626
internal_weight=598.488 10.9592 3.95643 587.529 583.587 262.738 80.7957 54.3079 33.9277 22.0611 181.943 76.4756 72.8788 53.3507 19.5281 40.6957 105.467 89.3529 42.8734 16.1142 37.7243 7.83455 28.962 21.8765 14.3626 8.76652 29.8897 46.4795 26.1469 320.848
internal_count=4633 554 86 4079 3966 1567 347 216 143 105 1220 578 546 296 250 251 642 572 399 70 354 168 197 171 113 57 186 173 105 2399
is_linear=0
shrinkage=0.0180177


Tree=144
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 3 4 1 1 0 4 4 0 0 0 4 0 2 3 0 2 3 3 1 1 4 4 3 0 0
split_gain=12.0591 10.3447 8.08481 8.5859 7.3756 6.40288 6.3466 6.02992 7.35478 5.69139 5.64854 4.84429 7.94405 7.77076 5.45374 5.33168 4.99853 4.82033 8.66933 5.58635 5.78278 4.73435 4.7008 5.64263 4.40448 4.82667 4.5082 6.69354 5.74286 4.13341
threshold=70.182199495350019 85.990333302400003 95.44832900530001 90.937096262400004 -0.089139999999999997 0.090465000000000031 44.279556297950009 71.104340634100012 70.816675614150014 97.886760529650019 36.772607578000013 42.154118731400011 85.823648898300021 75.381677519650012 85.799452775150016 48.109449608500007 85.931187223550012 -0.076544999999999988 0.076835000000000028 97.32487278035002 -0.095854999999999996 0.091290000000000024 0.070640000000000022 62.041548276350007 78.27445846800002 42.081757894750005 39.955516828000007 0.091705000000000023 99.013224486300018 100.53758024625002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 9 -2 -6 -3 8 -7 17 -11 13 14 -1 15 22 -15 19 -19 20 -4 -21 -13 -24 25 26 28 -28 -12 -26
right_child=2 6 3 -5 5 7 -8 -9 -10 10 24 12 -14 16 -16 -17 -18 18 -20 21 -22 -23 23 -25 29 -27 27 -29 -30 -31
leaf_value=-0.004013953418356044 0.00097328931288192936 0.0015297484515948423 7.3281419171153481e-05 -0.0038717151625205057 -0.0059827758771872326 -0.0035946853089201497 -0.0021915468300569359 -0.0060674497366873699 0.0057574075906590919 -0.003991357104066214 0.001923964831185686 -0.0059619137897558372 -0.0079874503672217184 0.0013650379573465626 0.0049364418867064164 0.0010734577363482952 -0.0035859691290597334 -0.0028991159426471325 0.0037866128984382652 0.0048492023561597253 -0.0061971416523416076 -0.00083995587406777256 0.00013984317022522301 -0.004426860804021061 0.0029258976483779245 -0.0050740105149522019 0.0046411493024467914 -0.0029000619879296255 -0.0066375226157288645 -0.00015320522224531409
leaf_weight=8.9267814327031356 10.395273063331841 245.67847140133381 10.199330709874632 15.873447107151149 17.482828773558143 4.2412174083292467 12.386820048093794 4.4901559688150874 4.4171505868434906 11.360201578587292 3.2088330164551788 7.512581653892993 4.3828045427799216 69.564139343798161 3.8398209959268561 16.666011825203896 5.674894154071807 6.0917045623064032 27.602741092443466 7.6152386702597124 6.0167435556650188 7.4413631111383438 19.613855581730608 10.792501807212828 12.746621824800966 9.0762972868978959 6.8929650783538801 5.4016580954194069 5.4226914085447788 93.522858871147037
leaf_count=250 63 934 47 554 303 43 88 59 11 217 15 178 35 318 10 75 33 31 86 20 45 35 119 130 45 103 22 34 62 668
internal_value=0.000186132 0.000739363 -0.000645336 -0.000273035 -0.00271864 -0.00397156 0.00135113 -0.00129735 0.00117638 -4.34425e-06 -0.000554907 -0.000334819 -0.00140087 0.00046071 -0.000906774 -0.00131782 0.000991609 0.00124676 0.00257788 -0.000187441 -0.00225327 0.00203747 -0.00236883 -0.00148107 -0.00026843 -0.00198473 -0.000644811 0.00132791 -0.00345473 0.000216122
internal_weight=674.538 405.039 269.499 228.473 41.0266 30.6314 258.065 13.1485 8.65837 212.599 147.632 146.973 62.8076 84.1658 58.4248 54.585 75.239 64.9671 33.6944 31.2727 16.2161 15.0566 37.9189 30.4064 136.272 30.0024 20.9261 12.2946 8.63152 106.269
internal_count=4633 2170 2463 1984 479 416 1022 113 54 1430 1166 1148 547 601 512 502 351 264 117 147 92 55 427 249 949 236 133 56 77 713
is_linear=0
shrinkage=0.0050725


Tree=145
num_leaves=31
num_cat=0
split_feature=0 2 3 1 1 3 2 2 4 4 0 1 1 0 3 0 1 0 1 2 3 2 2 2 1 2 2 2 4 2
split_gain=4.04078 3.35441 11.7864 3.85437 5.33735 4.46148 3.26369 7.56795 4.36601 4.92148 2.95547 5.60427 7.305 4.89002 4.10745 4.04723 9.28 7.40886 5.80459 5.43491 6.83391 7.753 6.66251 8.12544 5.72614 6.7791 6.49091 5.30064 5.26785 5.2025
threshold=122.35979489110001 -0.24150999999999997 0.091705000000000023 71.504920895500007 78.27445846800002 0.10821500000000002 -0.26416999999999996 -0.27494999999999997 38.804629908750009 41.184662530950007 76.535026057600007 58.309968391300011 59.98487780655001 73.921844754800006 -0.25587999999999994 91.109157582800023 68.20618276945001 90.321439350550008 69.165962322050021 -0.15962499999999999 -0.20885999999999996 -0.21563499999999999 -0.059424999999999999 -0.0025899999999999999 71.504920895500007 -0.068964999999999985 -0.096559999999999993 -0.084729999999999986 38.804629908750009 -0.017745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 7 8 -1 -10 13 -12 -13 14 -3 17 27 -14 -18 20 -20 -22 24 -24 -21 26 -26 -17 -28 -29
right_child=-2 10 3 4 -6 -7 -8 -9 9 -11 11 12 15 -15 -16 16 18 -19 19 22 21 -23 23 -25 25 -27 28 29 -30 -31
leaf_value=-0.035999133101181219 -0.023301622831688573 -0.018057261636445356 0.010920689953894908 -0.02798624774658174 0.0082969190650545154 0.0072749025762805534 -0.025144056881332193 0.027917718990156413 0.0024371819519137792 -0.025786493810404865 0.019951984913234952 -0.025791516073990179 0.0023817240847394503 -0.022212270419117566 0.0062889662156707486 -0.035997867072388591 0.016278259343078163 0.017176151170062621 0.021971491179063593 -0.014280175768739512 -0.024350420170587025 0.01022856335021159 0.011256608540591394 -0.0019362261661192777 -0.0081877199482871671 -0.030522726539883659 -0.02587543224574225 0.0092734923616697787 0.0075347227145318692 -0.021289535535127815
leaf_weight=3.5746078882366445 3.4144886005669823 4.5080597558990165 18.830933146178722 5.3101965505629805 8.638360786251722 2.5302693471312523 9.6211218005046231 2.270665097981694 7.5553168058395368 4.8414174225181341 7.7102911546826354 4.7511754427105179 226.15272471122444 6.7205222919583312 12.44738763384521 4.7755075693130484 10.71947820484638 17.41063223592937 11.316325308755042 25.883240143768489 4.5401625027880064 9.7398515846580249 33.881062107160687 65.202726212330163 30.471949740312986 3.8448272161185733 2.4084631334990325 4.6027336642146102 35.110503228381276 6.3016567826271048
leaf_count=82 179 114 76 45 60 15 162 13 69 128 24 44 1104 181 126 39 32 62 33 297 51 97 207 552 445 57 57 19 209 54
internal_value=0.000403652 0.000540453 -0.00421891 0.00416637 -0.00355203 -0.0166068 -0.0148452 -0.00941346 -0.0147209 -0.00858529 0.00110935 0.00146327 0.00117651 -0.00643691 -0.00018413 0.00143674 -0.000523654 0.00343927 0.000570953 -0.000186128 0.00928673 -0.000765418 -0.00141818 0.00257498 -0.0054671 -0.00229165 -0.000695209 -0.0167976 0.00539002 -0.00838891
internal_weight=595.087 591.672 63.1729 35.3098 16.4788 7.84047 27.8631 18.242 15.9713 12.3967 528.499 504.823 497.113 23.676 16.9554 492.362 248.798 243.563 233.119 222.399 25.5963 14.28 196.803 99.0838 97.719 71.8357 67.9909 15.6799 37.519 10.9044
internal_count=4633 4454 650 196 120 60 454 292 279 197 3804 3383 3359 421 240 3315 2149 1166 2037 2005 181 148 1824 759 1065 768 711 112 266 73
is_linear=0
shrinkage=0.0218537


Tree=146
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 3 1 1 3 4 2 3 1 1 4 1 0 1 1 3 1 3 3 0 0 1 3 3 3
split_gain=16.102 13.9322 7.18964 10.798 6.80525 6.0945 5.98939 5.50361 5.50001 6.0077 5.3212 7.36261 5.16063 5.48256 7.12822 5.15482 4.99529 4.97562 4.53933 5.78419 4.49866 9.18244 10.3075 7.82867 7.13169 5.08696 4.40638 7.62054 5.86886 3.97723
threshold=70.182199495350019 85.705356740550016 95.44832900530001 98.230883170350012 -0.20885999999999996 44.578137159850009 0.099855000000000027 90.937096262400004 78.196493182200015 0.087700000000000014 35.119813570500007 -0.092084999999999986 0.090465000000000031 71.104340634100012 70.816675614150014 36.772607578000013 78.381996793250025 91.625341543800019 74.927328095600004 73.007768990450018 -0.15544999999999998 61.993156030000002 1.0000000180025095e-35 0.083905000000000021 71.096275259750016 78.252950803000019 72.62331947780001 0.091705000000000023 0.12140000000000002 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 18 -2 29 20 8 9 -5 -8 -12 -6 14 -14 16 -10 -7 19 -4 24 22 -22 -24 -1 -25 -11 -28 -29 -3
right_child=2 5 3 7 12 17 10 -9 15 26 11 -13 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 25 -26 -27 27 28 -30 -31
leaf_value=-0.0040481672338880496 0.0011028447131439618 0.00156594949965371 0.00062730477087452239 -0.0044484276120428257 -0.0038032090540664584 0.00052983115150279461 0.0042132212282465394 -0.0027902019165678385 0.0047908781883969328 0.0029901150459537666 -0.0038186089266201164 0.0015276737597271141 -0.0025189816500965283 -0.0042528308814461756 0.0040585038643728109 2.5692043719488974e-05 -0.0040532158233099599 -0.0037395620953710454 0.0017393396398632842 -0.0033657944893384557 -0.0033913060536436396 -0.0039922709533635227 0.002675220729368316 -0.0047850521377125589 0.0011007156839112652 -8.8191825964842498e-05 0.0025288976656048781 -0.0050180658487924785 -1.2448052071095356e-06 0.0007308867154072735
leaf_weight=4.1652937736362246 7.8839483782649031 141.708975084126 26.08282079547644 8.8161526713520306 19.709275273606181 8.5059038028120977 5.593909993767741 16.083423426374793 0.94834357500076194 3.2434154003858593 4.5159652754664465 13.255859021097418 4.2775528505444509 4.1797760128974906 4.3411870300769806 103.21120883524418 6.9952880274504423 6.1507479660212985 39.121137402951717 5.7982843518257132 12.933515438809989 14.44072645716369 12.434004440903665 3.7543127369135645 22.627870885655284 15.320243522524832 4.3414983376860645 7.6546509601175767 5.0682080984115601 157.45208854973316
leaf_count=121 36 523 118 119 330 35 15 554 4 13 30 54 43 59 11 709 172 59 143 35 233 211 51 47 132 79 14 71 32 580
internal_value=0.000188601 0.000627984 -0.000505302 -0.000255545 -0.00191118 0.0010149 -0.000485552 -0.000786589 -0.000556868 -0.00195573 0.00113732 0.00016914 -0.00264216 -0.00085418 0.000794043 -0.00019035 -0.00299737 -0.00126184 0.000913929 -9.89287e-05 -0.000928145 -0.0014871 -0.00067309 0.000442673 0.000300265 -0.00101264 -0.00087358 -0.00160795 -0.00301959 0.00112645
internal_weight=690.616 422.859 267.756 227.364 40.3917 313.818 109.042 156.362 140.279 29.1239 23.3657 17.7718 32.5078 12.7985 8.61874 111.155 7.94363 14.6567 71.0022 31.8811 85.676 58.8828 44.4421 31.5086 26.7932 19.0746 20.3078 17.0644 12.7229 299.161
internal_count=4633 2170 2463 1984 479 1197 973 1688 1134 249 99 84 443 113 54 885 176 94 296 153 874 621 410 177 253 126 130 117 103 1103
is_linear=0
shrinkage=0.00361617


Tree=147
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 2 2 1 3 0 3 3 3 2 3 2 4 2 2 4 3 2 2 2 1 1 0 0 1 0
split_gain=9.44747 9.9567 7.10383 9.6459 8.31149 7.18767 6.38639 7.90198 9.51561 4.67215 4.88291 8.52218 5.93417 4.27762 7.83744 6.48369 9.32972 8.85031 12.1852 10.5195 6.76336 7.63574 6.41594 5.95039 6.30457 5.82343 8.8295 9.57264 6.75172 5.66311
threshold=81.573196594050017 44.749265482150008 44.202975721700007 75.381677519650012 104.09978726910002 0.70681500000000008 -0.18437499999999998 83.602982482550019 -0.15544999999999998 122.35979489110001 0.075320000000000012 0.078385000000000024 0.080110000000000028 -0.25105499999999997 0.098950000000000024 -0.11534 40.986363433950011 -0.079369999999999996 -0.077085000000000001 41.319407281650008 -0.225495 -0.082654999999999992 -0.124155 -0.58319500000000002 75.629015667650023 80.13218303615001 97.886760529650019 96.631250582750013 66.859265246100009 93.72771580185001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 -1 5 13 7 -2 -9 10 -3 -12 -13 14 23 16 22 20 -19 -20 -17 29 -15 24 -5 26 27 28 -21 -22
right_child=1 9 -4 4 -6 -7 -8 8 -10 -11 11 12 -14 15 -16 17 -18 18 19 25 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0047409512326242863 0.0056245515127531709 0.0046214173366555603 -0.0012761921745237988 0.0036103040736665693 -0.0068352283415708519 0.0060954606745515201 -0.0049676945729959128 0.005870859810067389 -0.0072356202954089203 -0.0063656336420383495 -0.0066032823820510586 0.0062205100547329598 -0.0028583171545909017 -0.0019669712863191057 0.0022439084455359061 -0.0069151368643226288 0.0041408385593622154 0.0052623769822471196 0.0017174840613239698 -0.0010488030311939377 0.0012287310521138784 -0.0037802234379818596 0.0036306585732107199 -0.0049917543045832121 -0.0052820925976408035 0.0058431611155863455 -0.0089357701576698156 0.0048243272720685923 -0.0081407460280120327 -0.0016826558410712343
leaf_weight=10.576227830722926 4.9039163682609788 10.720953963696962 68.603802381083369 7.3260240629315394 4.6608610767871133 8.5862650573253614 29.814305447973311 2.5728348456323138 6.3594612097367635 2.6454462371766558 4.9832259695976964 5.9880462046712619 3.9518675655126572 19.31043824180961 16.338437464088202 5.372073456645011 45.323344644159079 23.004093334078789 152.32613829523325 48.512737384065986 68.733842272311449 17.910435069352388 10.427323348820208 16.41402355954051 4.1186894010752439 3.9223726242780677 4.7346567139029494 8.6465817019343358 4.8861260637640944 32.558666307479143
leaf_count=344 22 37 661 26 73 29 679 30 157 69 91 25 35 121 70 34 147 100 650 249 281 122 33 149 37 9 38 22 59 234
internal_value=0.000218935 -0.00174704 0.000461825 0.000693939 0.000808189 0.00087966 -0.00346928 -0.000240497 -0.00346046 0.000910351 0.00166094 -0.000465896 0.00261099 0.000788238 -0.000918134 0.00095746 0.00249865 0.000645314 0.00127764 0.000866642 -0.000603521 -0.000319078 -4.20431e-06 -0.00277259 0.000410135 -0.00096647 -0.00136644 -0.000788826 -0.00169773 0.000292918
internal_weight=654.233 71.9401 582.293 513.689 503.113 498.452 43.6505 13.8362 8.9323 28.2895 25.6441 14.9231 9.93991 489.866 44.1972 445.669 75.0611 370.608 246.033 223.029 124.575 119.203 29.7378 27.8587 11.4447 70.7025 66.7801 62.0454 53.3989 101.293
internal_count=4633 1145 3488 2827 2483 2410 888 209 187 257 188 151 60 2381 282 2099 301 1798 1127 1027 671 637 154 212 63 377 368 330 308 515
is_linear=0
shrinkage=0.00575046


Tree=148
num_leaves=31
num_cat=0
split_feature=1 4 4 1 4 1 0 3 4 4 3 4 3 0 1 2 3 3 4 4 4 3 3 3 2 2 4 0 4 0
split_gain=4.1282 3.36414 4.11809 2.99511 2.90726 3.07953 7.16576 7.29063 7.66618 5.45967 5.85979 4.89738 6.95916 4.23234 5.58734 4.23097 9.1969 5.2113 5.02288 4.96882 3.95443 4.43681 4.53942 4.1481 3.98085 4.49697 3.92157 3.44488 3.54225 4.53792
threshold=90.937096262400004 48.109449608500007 48.914776625700007 54.884872733100003 29.850823923150003 64.369753017350021 86.681267041950008 0.081775000000000028 41.257948413050009 43.157831852650006 0.10131500000000003 41.965446242000006 0.11636500000000001 87.380266155850009 62.111448187750007 -0.11692 0.085895000000000013 0.070640000000000022 43.847983878700006 48.393869453650005 41.681597818500002 0.092015000000000027 0.087795000000000026 0.087935000000000027 -0.22147500000000001 -0.26416999999999996 48.96897326980001 86.208098410950015 43.067541470150012 85.769879735700016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 6 11 -8 -9 10 13 20 15 14 -10 16 19 -17 27 -13 21 22 24 -22 25 -6 -21 28 29 -19
right_child=1 2 -4 4 5 -7 7 8 9 -11 -12 12 -14 -15 -16 17 -18 18 -20 26 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.019311839440398073 -0.019037608507488476 0.019033420461037457 -0.019426109762226359 -0.015334923795597878 0.011334968096156327 -0.00044092305685427364 0.0150041601669071 0.012111657351891356 -0.032596342061075825 0.010318969570999587 0.0095790810938282869 -0.023522065035118708 -0.029010436238972134 -0.0035270450597812372 -0.0026862307041722868 -0.027469484719906016 0.020239356266502709 -0.00045288043114598736 0.0063189077007782838 0.0095648028640388186 0.020478232693247778 0.0053084134948763392 -0.017863536206224575 0.0012697236937013047 0.0024744040702245822 -0.021712032988851489 -0.0094411632160589509 0.0031029186970539459 -0.025433606953904491 -0.020900854131296408
leaf_weight=2.5774075742810956 6.6836496423929912 2.2243397347629075 1.6615561451762912 3.8578859586268655 1.9198092669248543 321.42937902547419 25.638574074953794 19.868008151650429 5.471374407410627 8.6036708503961545 5.7665313109755507 3.446366908028728 3.4642251990735522 10.199501842260359 3.4973683506250381 3.4618736859410992 7.9799109250307074 10.60200911015273 11.764832142740486 8.3144912123680097 8.1599632352590543 45.374379727989435 6.0255676116794339 7.2555106170475474 29.312347130849961 5.2628154149278989 6.694931484758853 7.099114477634429 4.9658155962824813 5.7014445662498465
leaf_count=137 468 15 71 113 9 2399 131 73 41 26 18 57 32 44 14 47 22 72 54 30 30 169 48 31 159 159 44 26 50 44
internal_value=0.000361138 -0.0110867 0.00258865 0.000568429 0.0006566 0.000763469 0.00227657 0.00690269 0.00301346 -0.00237627 -0.00675673 0.000208351 -0.00343873 -0.0116712 -0.0209329 -0.00217377 0.00366024 -0.00571147 -0.00383464 -0.00350823 0.00280289 0.00128851 -0.0030012 0.0114375 -0.000547332 -0.0128791 0.00108722 -0.00804548 -0.0117665 -0.0076037
internal_weight=594.285 10.5695 3.8859 583.715 581.138 577.28 255.85 79.045 53.4065 33.5384 24.9348 176.805 73.495 19.1682 8.96874 70.0308 26.4357 43.5951 40.1332 18.4558 103.31 87.8949 42.5205 15.4155 36.495 7.18262 15.0094 28.3684 21.2693 16.3035
internal_count=4633 554 86 4079 3942 3829 1430 347 216 143 117 1083 478 99 55 446 153 293 246 131 605 544 375 61 327 168 74 192 166 116
is_linear=0
shrinkage=0.0184828


Tree=149
num_leaves=31
num_cat=0
split_feature=1 4 4 2 3 4 4 4 2 2 2 2 2 4 4 4 2 1 4 4 0 2 1 4 0 3 2 2 1 0
split_gain=3.6202 3.10591 3.44129 2.82109 10.1773 3.3096 4.38019 5.63872 3.07314 7.72264 4.39127 2.80612 6.02204 4.06962 4.50246 2.4641 3.60107 4.25241 3.15132 5.31589 4.27717 5.6558 4.62891 9.92253 7.13699 5.53565 5.30195 4.67952 4.32859 4.8971
threshold=90.937096262400004 48.109449608500007 48.914776625700007 -0.24150999999999997 0.091705000000000023 43.521589032450009 35.476804824450006 39.065416244600009 -0.50748499999999985 -0.59496499999999986 -0.61402999999999996 -0.26416999999999996 -0.27494999999999997 38.804629908750009 41.184662530950007 49.064150740050003 -0.15734499999999998 87.143681840350013 47.927946529500012 46.095286511800005 84.226704768850013 -0.23265499999999997 81.339300736700025 44.749265482150008 104.09978726910002 -0.098985000000000004 -0.11534 0.70681500000000008 58.309968391300011 81.90387694410002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 11 6 -6 -8 9 10 -9 12 13 -1 -15 18 17 -17 19 20 28 -22 24 25 27 26 -24 -23 -5 -30
right_child=1 2 -4 15 5 -7 7 8 -10 -11 -12 -13 -14 14 -16 16 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.032405618160648665 -0.020365920448470704 0.017813435528364736 -0.020740584220098481 0.0026051931592502688 0.017934717815573077 0.019203041416457362 -0.022963570079456513 -0.0067476965583852635 0.016648080908251296 -0.023511164449408956 0.017779109741697788 -0.02189705551638936 0.02254200064957234 0.0021158055093821338 -0.023235077652574754 -0.0075305757678949103 -0.016097016845347704 0.0159062932823817 0.008913357220689682 -0.013431444356687252 0.019349495531869477 0.002028994271261813 0.024772101971647722 0.023086224513208797 -0.023886661529406088 -0.016044565689583363 -0.012654535454892989 0.018088842831872284 -0.02441699686863286 -0.002849549207906673
leaf_weight=3.2201396422460702 6.0637262100353819 2.2908176928758626 1.510267239063978 12.955992045812311 5.0834238119423416 4.6083036363124839 4.2836084738373783 5.2320501059293827 4.4403909072279886 4.6633086390793315 6.3565901704132566 8.8706641225144249 2.1907194424420622 7.4465069938451034 4.3711748234927654 8.624587509781124 7.9862790489569297 4.7034968622028819 20.576958999037743 9.8438743446022254 7.0938525646924964 387.26607191096991 2.947479447349906 3.9341295510530463 4.126733371987938 18.933209118433297 3.0054409205913606 7.2668702378869048 7.5989183550700572 9.0904115978628379
leaf_count=69 468 15 71 234 24 21 39 26 13 42 18 160 13 58 118 67 178 17 85 87 20 2045 10 10 66 310 53 33 205 58
internal_value=0.000352896 -0.0115572 0.00249495 0.000556618 -0.00348426 0.00355636 0.00115762 -0.00225707 0.00202947 -0.00196466 0.00670572 -0.0128363 -0.00817113 -0.0126454 -0.00726109 0.00103254 -0.00556846 0.000740323 0.00131698 0.000987252 0.001293 0.0017901 0.00149871 -0.0061751 0.00205347 -0.0108009 0.00587658 0.0023248 -0.00599398 -0.0126696
internal_weight=586.586 9.86481 3.80108 576.721 60.7669 34.6677 30.0594 24.9759 20.6923 16.2519 11.5886 26.0992 17.2285 15.0378 11.8177 515.954 21.3144 13.3281 494.64 474.063 464.219 434.574 427.48 28.8203 398.66 24.8861 5.95292 394.533 29.6453 16.6893
internal_count=4633 554 86 4079 601 183 162 138 99 86 44 418 258 245 176 3478 262 84 3216 3131 3044 2547 2527 383 2144 373 63 2078 497 263
is_linear=0
shrinkage=0.0198279


Tree=150
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 2 1 3 2 2 3 2 4 4 0 0 1 2 4 1 4 1 0 0 0 2 2 4 4 3
split_gain=15.6384 13.1487 11.988 15.8524 9.77474 7.8422 9.82005 10.8208 7.76539 6.48367 10.1215 8.00929 11.4486 10.1752 12.7612 14.4341 13.2373 8.02663 7.64583 6.84453 7.11495 6.54611 10.6091 6.7779 6.143 5.99035 7.74767 8.41627 7.55722 5.98502
threshold=81.573196594050017 44.749265482150008 44.202975721700007 75.381677519650012 104.09978726910002 -0.18437499999999998 83.602982482550019 -0.15544999999999998 0.70681500000000008 -0.25105499999999997 0.09803000000000002 -0.11534 40.986363433950011 42.081757894750005 86.345209775600011 86.904409066750006 80.13218303615001 -0.13734499999999997 43.847983878700006 66.859265246100009 43.157831852650006 64.369753017350021 87.380266155850009 101.91675926715001 122.35979489110001 -0.61402999999999996 -0.237895 49.292797572200008 47.927946529500012 0.075320000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 8 6 -2 -8 9 10 -5 12 17 21 18 -16 19 -11 -15 20 -17 22 -13 -23 29 -4 -27 28 -28 -3
right_child=1 24 25 4 -6 -7 7 -9 -10 11 -12 13 -14 14 15 16 -18 -19 -20 -21 -22 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0037389051252548914 0.0040529447784433143 0.0034529957068675831 0.0050902333684155372 -0.0022710339581913722 -0.0049242536406352011 -0.0038507264939987209 0.0040349018037368527 -0.0052386340655890904 0.0044958756042213534 -0.0019765635987300336 0.0016273376726772103 0.001161181073099314 0.0032760423336959583 -0.0033745299789263846 0.0031984936556918712 -0.0016060904303779617 0.0046286479810641558 0.0021945609107464218 0.0018971404610791773 -0.0029368443563105068 0.0028486732136241135 0.00017042507768429328 0.0041962740226930651 0.0031450472036167118 -0.004661571142003434 -0.0041840042390971291 -0.0013886765574955618 -0.0038582350198433399 0.0018786622619111975 -0.00032787253196738409
leaf_weight=13.712206758558748 5.5050163008272675 11.565032783895733 2.5282514169812194 28.459884338080883 5.0995263662189236 35.468512436375022 2.9210891984403142 7.7461514212191078 9.3510686233639699 15.658214271068575 18.542962457984686 101.78893687948585 49.312286734580994 28.452087480574846 23.425941586494446 15.711698576807978 7.0651889443397513 15.452864047139881 5.541386514902114 24.29259704425931 9.8228110522031766 131.68524934723973 23.991319693624973 14.317401479929684 3.4253968726843587 13.216667508706449 27.316252095624804 11.571219293400643 21.192484650760889 18.111838452517986
leaf_count=344 22 37 6 208 73 679 30 157 29 101 74 376 147 217 90 71 15 53 20 193 27 659 73 57 69 185 234 148 88 151
internal_value=0.000178517 -0.00147544 0.000405496 0.000619533 0.000732728 -0.00277031 -0.000400774 -0.00269919 0.0007879 0.000720379 -0.000733098 0.00086682 0.00204557 0.000621286 -0.000406482 0.000485992 -0.000630907 9.52328e-05 -0.00251518 -0.00137668 0.000107602 0.00105356 0.00174009 0.000462124 0.000544612 -0.00112356 -0.00133789 -0.000711791 3.87576e-05 0.00114553
internal_weight=702.252 84.743 617.509 541.684 527.971 51.6408 16.1723 10.6672 522.872 513.521 47.0028 466.518 80.4234 386.095 114.312 80.3182 56.8923 31.1111 33.9935 49.8271 25.5345 271.783 125.78 146.003 33.1023 75.8249 73.2966 60.08 48.5087 29.6769
internal_count=4633 1145 3488 2827 2483 888 209 187 2410 2381 282 2099 301 1798 633 396 306 154 237 291 98 1165 449 716 257 661 655 470 322 188
is_linear=0
shrinkage=0.00410586


Tree=151
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 3 3 3 4 1 1 0 2 1 0 4 3 3 0 4 1 2 1 0 0 0 1 4 4 2
split_gain=13.1226 12.6712 7.50705 8.33741 6.01727 5.99363 5.48258 5.42613 5.2725 5.21873 5.9 5.18941 4.56846 4.34925 4.3224 8.89106 6.70851 7.36214 5.23968 5.13066 12.1219 15.3135 5.79529 10.3255 5.67484 7.0197 10.2783 8.36635 5.95076 12.238
threshold=70.182199495350019 85.705356740550016 95.44832900530001 89.89935142405001 -0.089139999999999997 0.090465000000000031 0.099855000000000027 0.12001500000000002 37.232443001650005 71.104340634100012 70.816675614150014 93.972365491700018 0.63131000000000015 70.077349628250019 91.109157582800023 36.654713368950006 0.085855000000000029 0.091705000000000023 90.321439350550008 38.621016321050007 63.910026677050006 -0.14314999999999997 62.095317438950012 85.990333302400003 85.823648898300021 86.09518316945001 62.041548276350007 40.518963363600001 41.489621506400006 -0.079789999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 8 -2 -6 -1 -8 -4 10 -7 13 -10 14 18 -16 -17 -18 19 -3 22 -22 24 -24 -21 27 28 -26 -27 -30
right_child=2 11 3 -5 5 9 7 -9 12 -11 -12 -13 -14 -15 15 16 17 -19 -20 20 21 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.0012873352925932907 0.00065962434805964137 0.0032793183571151732 -0.0025066779636884742 -0.0033774667565612672 -0.0058205210536065284 -0.0032518909992686586 0.0027174528788710419 -0.0032475083158650785 8.6089587520712645e-05 -0.0058706917950237716 0.0051104091855372078 -0.0017206036805175167 0.0038977310269245041 0.0048645630332981877 0.0038705137062686446 0.00091616799951034576 -0.0081036395940401341 -0.0010733573536751972 0.0039183797763746222 0.0033083259067754949 0.0011582948207152829 -0.0096676591349057848 -0.0034364035290470867 0.0030324311750276433 0.0012200433278632854 0.0035272806204078434 -0.0024294192669359694 -0.0053508236628446422 0.0023317953052955139 -0.0058048374033854554
leaf_weight=84.591721676290035 9.9436820112168771 29.398091174662113 18.925093863159418 19.963688410818577 16.342851912602786 4.1061264798045141 18.030516576021913 4.7933226972818366 175.55392522364855 4.0556729920208445 4.2773275375366211 13.609317239373921 8.171191953122614 8.8631606325507146 9.9152739420533162 13.998304486274721 6.1033974140882483 9.3872239440679532 21.464178457856178 16.552027650177479 7.4345022216439247 5.7562628239393216 6.7365387156605712 67.704589352011681 8.4927026182413119 28.351456813514233 17.444064915180206 11.099840961396692 16.924361035227772 6.2978485077619615
leaf_count=874 63 90 261 612 303 43 69 30 1075 59 11 75 36 23 27 65 53 41 66 48 28 41 37 245 29 86 80 72 53 38
internal_value=0.000216551 0.000769561 -0.000657273 -0.000305027 -0.00268215 -0.00383668 -0.000702572 0.00146473 -2.35204e-06 -0.00123026 0.00101464 0.00128712 0.000255613 0.00142733 0.00131971 -0.00021149 -0.00158401 -0.00384333 0.00156733 0.00134022 0.00104453 -0.003566 0.00138315 0.00244703 0.000630059 0.00012977 0.000877032 -0.00250258 0.00199539 0.000125146
internal_weight=674.288 412.949 261.34 222.614 38.7257 28.782 107.416 22.8238 202.65 12.4391 8.38345 305.533 183.725 291.924 283.061 39.4042 29.4889 15.4906 243.656 222.192 192.794 13.1908 179.603 74.4411 105.162 88.6103 69.0177 19.5925 51.5737 23.2222
internal_count=4633 2170 2463 1984 479 416 973 99 1372 113 54 1197 1111 1122 1099 186 159 94 913 847 757 69 688 282 406 358 257 101 177 91
is_linear=0
shrinkage=0.004983


Tree=152
num_leaves=31
num_cat=0
split_feature=1 0 4 0 0 3 3 1 1 1 4 0 0 2 1 0 4 2 1 3 2 2 3 2 1 4 2 2 4 2
split_gain=12.4744 13.0827 8.74503 7.79464 9.59646 6.08606 6.01877 5.51403 5.8778 5.35393 5.31588 9.02933 8.26111 7.1127 5.267 5.23629 5.72943 5.1384 5.01882 6.85543 4.86562 6.30615 6.02437 12.7422 7.95202 5.94423 5.81143 7.7189 5.35572 4.81485
threshold=70.182199495350019 85.990333302400003 44.279556297950009 95.44832900530001 98.230883170350012 -0.089139999999999997 0.090465000000000031 71.104340634100012 70.816675614150014 90.937096262400004 41.873095646600007 85.823648898300021 75.381677519650012 -0.082654999999999992 64.730006406800015 96.631250582750013 43.61821939175001 -0.088274999999999992 78.196493182200015 0.087700000000000014 -0.61402999999999996 -0.59614999999999996 0.075320000000000012 -0.09280999999999999 81.573196594050017 43.477771593600004 -0.15962499999999999 -0.16077499999999997 42.388109226950007 -0.13006999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 15 -2 -7 8 -8 18 12 13 -1 14 17 16 -5 -12 19 -6 -20 -22 25 26 -25 29 27 -24 -26 -23
right_child=3 2 -4 4 9 6 7 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 20 -21 21 22 23 24 28 -27 -28 -29 -30 -31
leaf_value=-0.0034813312776472739 0.00054128047862799812 0.0014093801106255005 -0.0021758045582683273 -0.0031854197020330624 -0.0053282236065235744 -0.0049874525888353137 -0.0027579105170776465 -0.0050524821869577354 0.0044461542497819797 -0.0032123177214487763 -0.0010866772717461016 -0.0068168895479456754 0.00093947424463323016 -0.0031633186067642253 0.0042860439095423579 0.0017417802621442133 0.0018181360295821737 0.0027836236513046177 -0.0061382466709220783 -0.00075867803861529395 0.0043749380116842075 0.0023256892546397964 -0.0034593333613525882 0.0015793105456176977 -0.0051893841488020341 0.0031646341715159338 -0.0050736326728011115 0.0038368412273445413 -4.5823400510200144e-05 -0.0028046009056066734
leaf_weight=8.7218055389821512 10.260385263711212 250.83220375329256 13.060076564550398 9.4833427444100398 8.652404725551607 16.415489863604311 3.9936718232929689 4.1729365177452555 4.2821635901927948 15.276208985596893 36.442747257649899 4.8668750971555701 66.652734594419599 17.042498366907239 4.8095662780106059 53.613412886857986 7.4605234712362281 7.5568271316587916 2.4208063185214987 19.470348995178938 5.660770619288086 5.7066938299685708 8.0607317890971881 33.2533616181463 6.234196361154317 15.824934788048266 14.65569910593331 3.9381942301988593 9.0636927857995016 8.0409318655729312
leaf_count=236 63 934 88 61 119 303 43 59 11 554 303 38 311 210 21 205 30 29 32 130 23 31 108 144 106 51 231 12 49 98
internal_value=0.000196853 0.000664211 0.00123195 -0.000523646 -0.000219924 -0.0022844 -0.00328885 -0.001049 0.000969687 -0.000810327 -0.00036131 -0.00120251 0.00042793 -0.000787573 4.19567e-05 0.00108761 -0.000982313 -0.000421962 -0.000550059 -0.00216457 -0.000147751 -1.64408e-05 -0.00025369 -0.000895964 0.000406795 0.00137967 -0.00326893 -0.00106464 -0.00214193 -0.000674997
internal_weight=675.926 409.985 263.892 265.941 226.816 39.1246 28.8643 12.4488 8.27584 156.259 146.093 70.7185 75.3745 65.8516 48.8091 70.5573 16.9439 43.9996 140.983 28.1228 112.86 110.439 104.778 75.2059 48.5513 29.5726 26.6546 11.9989 15.2979 13.7476
internal_count=4633 2170 1022 2463 1984 479 416 113 54 1688 1148 601 547 563 353 296 91 332 1134 249 885 853 830 650 299 180 351 120 155 129
is_linear=0
shrinkage=0.00427152


Tree=153
num_leaves=31
num_cat=0
split_feature=1 0 1 1 3 0 0 1 3 4 0 4 2 1 0 1 0 4 1 2 0 0 4 3 4 0 2 2 4 2
split_gain=14.712 13.9887 7.37276 7.68497 6.33757 5.65994 9.63032 9.43594 6.38657 5.09384 4.99597 4.92519 6.56172 4.74811 4.66725 11.8681 6.37316 5.65375 16.8501 16.2506 6.52998 9.1134 6.80896 6.57972 6.76044 10.3121 10.9103 6.09775 12.6122 9.17104
threshold=70.348883899450016 85.705356740550016 70.74946416085001 90.937096262400004 0.099855000000000027 96.631250582750013 97.886760529650019 71.053259929650025 -0.089139999999999997 36.772607578000013 95.550490414250007 37.572218886150004 -0.092084999999999986 78.27445846800002 91.109157582800023 68.20618276945001 90.321439350550008 38.621016321050007 63.910026677050006 -0.14314999999999997 86.09518316945001 85.823648898300021 40.518963363600001 0.08079500000000002 41.319407281650008 86.103248543850015 -0.083330000000000001 -0.06828999999999999 43.022303514600004 -0.022394999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 5 -1 7 -7 -4 -9 -8 -10 -6 -13 -11 16 -16 17 -3 20 -20 21 -19 -23 -22 -25 -26 -27 28 -28 -29
right_child=2 14 3 -5 11 6 9 8 10 13 -12 12 -14 -15 15 -17 -18 18 19 -21 23 22 -24 24 25 26 27 29 -30 -31
leaf_value=-0.0011596588345587069 -0.0051204108728144793 0.0028833203785387802 0.0027845733923492332 -0.0032926684877092149 0.0042959827773347056 0.0017268379459358962 -0.0032239594369906986 0.0002011433668238046 -0.0049192350590978587 -0.0017546684531191449 -0.0012345771328308706 -0.0043558174722821879 0.0016881902942433283 0.00015577809860291411 -0.0025358411949060597 0.0013037568243816689 0.0035201243123985752 0.001908831720451731 0.00048605997577434165 -0.0088096166342858852 0.0032147505358289092 0.00089153060897643956 -0.0037404149482688736 0.0026349875210896563 0.0049427622889202253 0.0018399141849969893 -0.0064050857709636155 0.0024509515744305806 0.0022994804655540151 -0.0035874795751687019
leaf_weight=85.368100563064218 6.2649514768272629 30.268362998962402 7.3801205679774275 16.241317067295313 6.9902230501174953 45.71297025680542 11.282150371000169 11.69450396671891 17.302745103836063 29.852833103388548 10.599396996200083 4.3975046090781733 11.866441592574116 104.85695933923125 20.536955833435059 47.958936799317598 22.953090824186802 20.575730480253696 7.6186090633273125 6.0085763707756978 37.802355244755745 9.3017368912696856 14.513960152864454 35.346832051873207 7.6712615489959708 24.813793160021305 10.390933521091933 10.067475855350496 4.1650155484676352 8.1132208481431025
leaf_count=874 91 90 31 554 20 165 217 71 300 231 57 29 50 713 128 183 66 68 32 43 143 32 90 106 22 78 66 29 12 42
internal_value=0.000199108 0.000682651 -0.000590905 -0.000479589 -0.00062685 -0.00028817 3.40017e-05 -0.0016029 -0.00242065 -0.000496059 -0.00351952 0.00132914 5.39896e-05 -0.000267593 0.0011298 0.00015254 0.00139797 0.00118306 0.000921014 -0.00361264 0.00125905 -0.000151377 -0.00193131 0.00171154 0.00114651 0.000339824 -0.000273731 -0.00187584 -0.00391438 -0.000243727
internal_weight=687.917 426.729 261.188 254.923 108.622 238.682 191.705 46.9768 39.5966 145.992 27.9021 23.2542 16.2639 134.71 318.107 68.4959 249.611 226.658 196.39 13.6272 182.762 44.3914 23.8157 138.371 100.569 65.2217 57.5504 32.7366 14.5559 18.1807
internal_count=4633 2203 2430 2339 973 1785 1326 459 428 1161 357 99 79 944 1230 311 919 853 763 75 688 190 122 498 355 249 227 149 78 71
is_linear=0
shrinkage=0.00422636


Tree=154
num_leaves=31
num_cat=0
split_feature=1 0 4 0 0 3 4 1 1 2 1 1 2 3 3 2 2 1 1 0 0 3 3 3 0 0 4 4 0 3
split_gain=13.5871 10.7279 8.1091 7.08784 8.01429 6.60514 5.8252 5.31531 5.25671 5.06406 4.94338 5.11457 6.81269 6.72693 5.84665 11.4389 6.50844 7.06936 5.95939 5.45265 7.51738 5.09365 4.92304 6.68616 6.99981 6.83122 5.44864 5.82824 7.3666 4.82543
threshold=70.182199495350019 85.990333302400003 44.279556297950009 95.44832900530001 98.230883170350012 -0.20885999999999996 36.772607578000013 74.927328095600004 73.007768990450018 -0.61402999999999996 90.937096262400004 78.27445846800002 -0.59614999999999996 0.087700000000000014 0.075320000000000012 -0.09280999999999999 -0.15962499999999999 83.116371560950014 82.815264250350012 101.91675926715001 100.35207663525001 0.09117500000000002 -0.04931 -0.15544999999999998 85.823648898300021 71.096275259750016 48.109449608500007 41.873095646600007 85.823648898300021 0.090465000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 -3 5 7 -2 -6 8 -5 -8 11 13 -13 -11 -14 16 17 -16 19 20 -17 -21 23 24 25 -1 27 -24 -29 -7
right_child=3 2 -4 4 6 29 9 -9 -10 10 -12 12 14 -15 15 18 -18 -19 -20 21 -22 -23 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0056174015881554126 0.0014987498950959661 0.0015895920876420778 -0.0025007757136195309 0.00051379360185299313 -0.0041107000694996275 -0.0052352449175638374 -0.0074045401275475752 0.0023218401317683609 -0.0048004780109000434 -0.0062071483847812182 -0.003452747925478825 0.0057453643170208386 0.0018706146353501727 -0.00052602388685381925 -0.0064233933556923231 0.0042434841976687881 -0.0059809602463321695 0.0021277636355535212 -0.0029822826448330985 0.0045807942599650894 -0.0033692707723340059 -0.0010770573304556079 0.0011638349950964431 -0.0042282159717023085 -0.0083103589563856637 0.0015383506094649951 0.006396325411852765 -0.00060443407499302486 -0.0075476472442161865 -0.0012378096776332046
leaf_weight=3.9250168520957294 7.8158986046910277 249.95636980980635 12.819022890180348 25.70983519777656 13.500299304723738 19.142852734774355 2.7507445588707915 38.735649067908525 5.7257972657680503 7.6066948883235481 13.216972228139637 5.3966832086443892 28.446806829422712 16.87957189977169 3.6641086600720829 4.9315232560038629 13.236093785613773 7.2350429818034172 9.0328512303531152 16.167951006442312 9.6476244255900365 5.3206651695072642 55.733128260821104 16.411843460053205 2.4750378951430312 23.168576896190643 3.577522248029708 38.521655421704054 4.270642712712287 12.596528314054011
leaf_count=121 36 934 88 118 324 330 34 143 35 102 439 14 135 105 41 13 205 49 77 52 59 39 261 272 22 134 7 295 36 113
internal_value=0.000209309 0.000781614 0.00139005 -0.000672143 -0.000331003 -0.00263165 -0.000960727 0.00107823 -0.000454167 -0.00066445 -0.000532756 -0.000230218 0.000259287 -0.00229087 -4.38033e-05 -0.000830377 -0.00361737 -0.000746989 0.000661061 0.0015735 -0.00079419 0.00317989 -0.000298063 -0.00166088 -0.000235907 0.000501705 0.000315662 9.48695e-05 -0.00129736 -0.00364877
internal_weight=677.619 410.859 262.775 266.76 227.205 39.5553 157.034 70.1713 31.4356 143.533 140.783 127.566 103.079 24.4863 97.6827 69.2359 24.1352 10.8992 45.1006 36.0678 14.5791 21.4886 148.083 45.9805 29.5686 27.0936 102.103 98.5254 42.7923 31.7394
internal_count=4633 2170 1022 2463 1984 479 1688 296 153 1364 1330 891 684 207 670 535 295 90 240 163 72 91 1148 549 277 255 599 592 331 443
is_linear=0
shrinkage=0.00501583


Tree=155
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 3 1 3 1 1 1 4 3 4 0 3 1 3 3 0 0 2 1 1 2 3 2 2 2 3
split_gain=10.9126 8.835 8.44369 7.43428 5.51419 5.97848 5.4423 5.85922 5.44129 6.14609 5.24677 5.11569 4.77744 4.67594 4.72309 4.23525 8.2456 9.41041 6.67038 5.92016 4.40569 4.21064 4.15699 5.16868 6.23176 6.03353 5.20844 4.16522 7.52489 8.76647
threshold=70.182199495350019 85.705356740550016 95.44832900530001 98.230883170350012 -0.089139999999999997 0.090465000000000031 74.927328095600004 0.094780000000000017 71.104340634100012 70.816675614150014 72.62331947780001 36.772607578000013 0.099855000000000027 44.578137159850009 91.625341543800019 -0.15544999999999998 61.993156030000002 1.0000000180025095e-35 0.083905000000000021 71.096275259750016 78.252950803000019 -0.61402999999999996 90.937096262400004 78.27445846800002 -0.59614999999999996 0.087700000000000014 -0.50748499999999985 -0.160525 -0.09280999999999999 0.074735000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 6 -2 -6 7 10 9 -7 -4 -5 15 -3 -15 19 17 -17 -19 -1 -20 -13 23 25 -25 -23 -26 -28 29 -29
right_child=2 13 3 11 5 8 -8 -9 -10 -11 -12 21 -14 14 -16 16 -18 18 20 -21 -22 22 -24 24 26 -27 27 28 -30 -31
leaf_value=-0.0063879313589732091 0.00055231887556304036 0.0015010233288809825 0.0021171806303227525 -0.0045193790240743992 -0.0066719310482378042 -0.0037341988661949155 0.002742257881014727 -0.0050297147501177008 -0.0067741532167931587 0.0060123874916288237 -0.0047415455576274683 -0.0079236105040019194 0.0017728836057456501 0.00093151080348461649 -0.005737927724574877 -0.0052769663822571158 -0.0062092454507467268 0.004159270168367056 -0.0072728674715874251 0.0017693313808020766 -2.3919391876494507e-05 -0.0069875345975267209 -0.0037187738301506751 0.0064616213849629841 -0.0067456904148099281 -0.00070644638337306344 0.0033860124890053001 0.0019128762178990473 0.00093382145976630591 -0.0057002162341296628
leaf_weight=3.3443918135017183 9.8878719769418222 280.82069588080049 19.928964063525207 12.014596459455786 16.214512364938859 4.1531740836799127 38.445828776806593 7.0638753101229659 4.1519696526229373 4.2640028446912766 4.433900147676467 2.531969290226697 21.217795073986053 8.2695164158940297 5.9282077960669985 11.601994711905716 12.628962717950342 11.562617819756271 3.3772102054208544 21.446473184973001 14.149868678301571 7.0720297116786268 11.895876490510998 5.2054232880473128 3.5283989645540705 16.757648888975382 12.398230660706757 7.5738083645701364 55.682014638558037 14.029820535331963
leaf_count=121 63 1103 79 324 303 43 143 49 59 11 25 34 99 35 59 233 211 51 47 132 79 102 439 14 55 105 55 35 310 215
internal_value=0.000248288 0.000844323 -0.000665453 -0.000230864 -0.00312165 -0.00438374 0.00130336 -0.000456923 -0.00143192 0.00120326 0.000868932 -0.000951827 -0.000626695 0.0013396 -0.00185329 -0.0012785 -0.00218392 -0.000934632 0.000797244 0.000668882 -0.00142069 -0.000638217 -0.000500705 -0.000187555 0.000389425 -0.00257051 5.03247e-05 0.000317698 -0.000174524 -0.00303122
internal_weight=651.582 394.348 257.234 218.562 38.6715 28.7837 69.8726 31.4267 12.5691 8.41718 24.3629 148.69 99.3293 295.018 14.1977 78.1115 53.3207 40.6917 29.0897 24.7909 17.5271 136.675 134.143 122.247 98.4177 23.8297 93.2123 89.6839 77.2856 21.6036
internal_count=4633 2170 2463 1984 479 416 296 153 113 54 104 1688 973 1197 94 874 621 410 177 253 126 1364 1330 891 684 207 670 615 560 250
is_linear=0
shrinkage=0.00570254


Tree=156
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 3 3 3 4 4 0 4 3 1 3 3 0 3 4 1 1 2 2 1 0 3 3 4 2 0
split_gain=18.3643 18.1341 8.18305 9.8772 8.07747 7.07731 6.74973 6.26281 6.23539 6.18617 6.05618 5.68506 5.65088 9.60403 12.1875 7.92768 7.7949 5.60927 5.39464 5.37801 6.59069 5.30739 7.06118 9.2077 4.9421 4.78956 5.31297 4.72189 7.28759 4.70324
threshold=70.182199495350019 85.705356740550016 90.937096262400004 95.44832900530001 98.230883170350012 0.099855000000000027 -0.089139999999999997 0.090465000000000031 40.574766824850009 44.578137159850009 103.37390357390002 40.890797847750008 -0.15544999999999998 61.993156030000002 1.0000000180025095e-35 0.083905000000000021 71.096275259750016 0.080375000000000016 39.476991512000005 71.104340634100012 70.816675614150014 0.28423000000000004 0.15915000000000004 80.538140213850014 78.252950803000019 -0.15849499999999997 -0.22831499999999999 35.119813570500007 -0.092084999999999986 113.1679565431
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 12 -2 -8 10 -3 21 -10 16 14 -14 -16 -1 -11 -18 20 -9 22 23 -6 -17 26 -13 -7 -29 -27
right_child=2 9 -4 4 8 27 7 19 11 17 -12 25 13 -15 15 24 18 -19 -20 -21 -22 -23 -24 -25 -26 29 -28 28 -30 -31
leaf_value=-0.0043981748237835929 0.00051363874549490774 0.0013052587136013051 -0.0031620225614145299 0.00098522918937744386 -0.0025117343824829154 0.0044601546841344401 -0.0045748117900429736 -0.0026556699744821307 0.0024703288189485816 -0.0040836073259100424 -0.0038175180526341442 -0.0011709062578026152 -0.0038654081686134425 -0.0044459475131630117 0.0028127732517017434 -0.0051575108309669391 -0.0033754110214731245 0.00076994097728090333 0.0019876382304460493 -0.0046147137926910303 0.0041448509714363656 0.0034009029426523563 -0.0055943459270693359 0.002103555944627411 -0.00017244206648214992 -0.00053929088420097806 0.0041661489614208558 -0.003888039766238549 0.0017463276709921633 -0.0053213410977775832
leaf_weight=4.4680709056556251 10.706093184649943 300.28047819435596 17.58429367095232 72.445028692483902 15.764922548085453 5.4185139089822796 17.94086993671954 4.3369164168834669 12.165898166596888 6.2625817321240893 14.765801176428793 4.8782243244349957 14.566259872168301 15.527966909110544 12.852331340312956 3.7606353275477913 3.3294866345822838 8.6178311780095083 20.125116862356663 4.2388631366193286 4.3458059579133987 3.9791069850325576 5.0903757214546195 11.306191787123678 15.572669878602026 69.698790933936834 6.8033317327499372 4.6854468062520072 13.780290678143498 3.2801249772310248
leaf_count=121 63 1103 554 296 133 15 303 43 46 54 272 31 233 211 51 47 39 40 93 59 11 15 46 46 79 495 18 30 54 32
internal_value=0.000194059 0.000700902 -0.000584807 -0.000411668 -8.22503e-05 -0.000632365 -0.00215651 -0.00308277 -0.00060572 0.00118354 -0.00171152 -2.43432e-05 -0.00113256 -0.00178663 -0.00090338 0.000437145 0.000326319 -0.00127273 0.00122633 -0.00101116 0.000748072 -0.000851089 -0.00137716 -0.000584168 -0.00114212 -0.000382833 0.00193739 0.00125669 0.000316678 -0.000754226
internal_weight=708.578 429.248 279.331 261.746 220.178 114.087 41.5685 30.8625 147.733 315.161 50.9064 96.8264 90.2025 62.2799 46.7519 32.1856 27.9227 14.8804 23.4546 12.9216 8.68272 36.1406 32.1615 27.0711 19.3333 84.6605 11.6816 23.8843 18.4657 72.9789
internal_count=4633 2170 2463 1909 1430 973 479 416 1134 1197 512 622 874 621 410 177 253 94 132 113 54 240 225 179 126 576 49 99 84 527
is_linear=0
shrinkage=0.00390278


Tree=157
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 3 1 4 3 3 3 4 3 1 1 3 3 0 4 1 2 0 2 3 0 0 0 3 1 1
split_gain=22.56 21.3549 10.2539 11.8434 9.35097 7.69722 7.49769 7.20439 7.25016 7.09628 6.56844 6.31607 5.17361 5.57841 7.23344 5.0936 11.8938 8.65543 6.14986 6.68391 8.97065 6.91355 6.36161 6.14407 6.09748 8.28658 6.43853 4.88032 5.92662 4.70251
threshold=70.182199495350019 85.705356740550016 89.89935142405001 95.44832900530001 98.230883170350012 0.099855000000000027 78.196493182200015 44.578137159850009 0.080375000000000016 -0.20885999999999996 0.087700000000000014 36.772607578000013 0.090465000000000031 71.104340634100012 70.816675614150014 0.075320000000000012 0.079265000000000016 109.30464220965001 48.553014326500012 83.602982482550019 -0.59614999999999996 106.97912592680002 -0.09280999999999999 -0.24748499999999998 102.32271644485002 100.35207663525001 104.03526427400001 0.089705000000000021 73.448676123850007 81.761388663200009
decision_type=2 2 2 2 2 2 2 2 2 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 9 -5 -1 10 -3 -9 -2 -6 -8 -11 14 -14 23 -17 18 19 20 -18 -21 29 -13 25 -24 -26 -12 -29 -22
right_child=2 7 -4 4 6 -7 11 8 -10 12 27 15 13 -15 -16 16 17 -19 -20 21 22 -23 24 -25 26 -27 -28 28 -30 -31
leaf_value=-0.0011193694534499192 0.00093464521559977426 0.0013297576546984289 -0.0027956309572624966 0.0010210236668348515 -0.0045772873732678118 0.0012177630407993417 -0.0031036375004222039 -0.0040360763410019372 0.00092234821803472669 -0.0039051243978194699 0.0028882365976489999 -0.0022068706843391198 -0.0026587923991736998 -0.0043390618012680475 0.0039734268758939723 -0.0032258782753921151 0.0053052843735140829 -0.0046381080374036905 0.004708113304457081 -0.0052216273836384886 -0.004962495468326931 0.002079258399035268 0.0033102679931002652 0.0021474251820332831 0.0037094339845749219 -0.0021428902027365625 -0.0012207139991510854 0.0025030773672878402 -0.0028172131279977264 0.0012921833193218332
leaf_weight=89.771651724353433 8.22231876850128 306.53342312574387 25.292256247252226 74.578012734651566 10.006256103515627 23.618944443762302 8.8402356840670091 6.7820381447672871 9.2501063868403417 22.00551295094192 3.5676307156682041 5.2132205367088345 4.3437667079269868 4.448440831154584 4.3849851489067078 15.686454195529221 5.3006606698036114 4.3835069425404063 4.6067952811717978 5.2010538838803759 4.7379428520798603 2.5723090283572674 5.1740227490663697 24.549423716962337 13.271493114531042 12.959504514932631 4.7813097834587088 3.4500201046466854 14.271736051887272 2.4045586213469505
leaf_count=874 36 1103 612 296 119 99 160 54 40 330 12 39 43 59 11 182 9 49 11 51 45 16 13 90 35 74 38 14 104 15
internal_value=0.000201217 0.000727249 -0.000578136 -0.00036961 -3.42868e-05 -0.000632551 -0.000555574 0.00120526 -0.0011752 -0.00211213 -0.00214305 -0.000140466 -0.00282417 -0.00101902 0.000672976 9.5862e-05 -0.000377254 0.000306072 0.000661308 0.000330779 0.000832136 -0.00280567 0.00028491 0.00138473 0.00090503 -0.000586946 0.00240368 -0.000998934 -0.00178147 -0.00285683
internal_weight=730.21 435.956 294.253 268.961 225.556 113.391 150.978 322.566 16.0321 43.405 31.2956 119.682 35.1827 13.1772 8.72875 110.842 81.0796 65.3932 61.0097 56.4029 48.6295 7.77336 43.3288 29.7626 36.1863 18.1335 18.0528 21.2894 17.7218 7.1425
internal_count=4633 2170 2463 1851 1372 973 1076 1197 94 479 249 827 443 113 54 667 538 356 307 296 229 67 220 129 160 87 73 130 118 60
is_linear=0
shrinkage=0.00364274


Tree=158
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 1 4 0 4 3 3 3 0 0 4 4 0 4 1 1 4 0 2 4 1 3 4 2 2 2
split_gain=17.8838 17.1221 9.3822 9.55806 7.12626 10.1794 10.3443 7.39919 6.84987 6.62759 6.13907 6.54773 6.69094 7.31983 6.31171 7.24581 8.36297 5.78513 12.4623 9.30675 8.66659 7.3929 7.02218 7.53515 6.36206 6.00501 5.65914 5.63029 5.45573 12.0858
threshold=70.348883899450016 85.990333302400003 90.937096262400004 95.44832900530001 64.369753017350021 62.095317438950012 41.289992964000007 86.866770652900016 42.844429421150004 -0.25843999999999995 -0.04931 -0.15544999999999998 85.823648898300021 71.096275259750016 48.109449608500007 41.873095646600007 85.823648898300021 36.558960102350007 66.235542959850008 66.859265246100009 38.621016321050007 93.72771580185001 -0.102645 40.099856909850011 68.846035804500005 0.090665000000000009 37.232443001650005 -0.072755 0.059500000000000011 -0.0025899999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -2 5 6 -3 8 -8 -5 11 12 13 -1 15 -12 -17 -6 20 -20 -19 22 -21 24 -24 -23 -11 -9 29 -28
right_child=2 4 -4 9 17 -7 7 27 -10 26 14 -13 -14 -15 -16 16 -18 18 19 21 -22 25 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0038571448204079545 -0.001960723650988096 0.0019782281062530431 -0.0028296041345028146 -0.0035768311134173332 0.0018353338258950359 0.0023142195267361262 -0.0011304543076224608 -0.0043888796636256571 0.0021533077559433519 -0.0017200005879827809 0.00080074904398489864 -0.0029910719684567901 -0.0057040818372289743 0.00086096971964328794 0.0045375188406373756 -0.00053930711855307084 -0.0054008329246955315 0.00030438336595066482 0.0029705371859403504 0.00068726848064959889 -0.0049528099576240936 -0.00053706214259064192 0.0011693380255208233 -0.0061850700150577502 -0.0038982763705424483 0.0028130391735023625 9.0002931378148295e-05 0.00051128846053966461 0.0012363163325050776 -0.0049626917634261374
leaf_weight=4.611460328102118 36.679449141025543 36.365488559007645 19.19329085201025 6.1462108995765439 26.355805516242981 92.47452911734581 15.970695927739145 8.2244531586766225 14.032283954322336 19.566057736054063 56.928211394697428 17.655148200690746 2.5447610840201369 23.932761669158936 3.7158618569374076 40.393838539719582 4.6384548991918555 6.2240437716245642 15.328194618225096 12.913760930299757 9.0460198298096639 11.431536417454483 6.31004592031241 5.0368266254663459 5.4109093323349953 13.991877861320971 137.41147250309587 4.1475381553173056 46.579013634473085 5.8014423064887515
leaf_count=121 449 111 554 71 81 302 70 48 41 253 261 272 22 134 7 295 36 22 43 56 63 63 28 39 31 41 838 16 211 54
internal_value=0.000173127 0.000601941 -0.000518475 -0.000342579 0.0011027 0.00154269 0.00063659 -0.000514782 0.000405349 -6.71659e-05 -0.000316637 -0.00132334 -0.000376249 9.8735e-05 0.000147713 -1.22694e-05 -0.00104006 0.00043038 -1.72759e-06 0.000607196 -0.00280999 -5.03184e-05 -0.00121303 -0.00267743 -0.0011701 0.00130668 3.58688e-05 -0.00274617 0.000216885 -0.000114678
internal_weight=709.061 437.685 271.377 252.184 283.264 171.215 78.7405 42.375 30.003 215.504 154.42 48.7441 31.089 28.5442 105.676 101.961 45.0323 112.049 85.6932 70.4232 15.2701 55.095 29.6715 16.7578 11.721 25.4234 209.358 12.372 189.792 143.213
internal_count=4633 2203 2430 1876 1055 588 286 175 111 1427 1148 549 277 255 599 592 331 467 386 301 85 258 154 98 59 104 1356 64 1103 892
is_linear=0
shrinkage=0.00342906


Tree=159
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 3 2 2 1 1 0 4 3 4 3 3 1 3 3 4 1 4 0 4 2 2 1 3 2 2
split_gain=5.54679 5.90775 7.92473 5.33092 4.0776 4.89235 4.24382 4.05645 4.0397 6.80613 3.8597 3.76284 3.55079 3.48259 3.4204 4.1266 6.86253 7.46732 6.1836 5.18124 5.83658 3.98461 3.69229 3.36826 6.29127 3.31994 3.21083 4.78825 4.93365 4.56643
threshold=70.348883899450016 96.631250582750013 98.230883170350012 85.705356740550016 0.075080000000000022 -0.20885999999999996 0.048475000000000011 -0.61402999999999996 71.053259929650025 70.74946416085001 95.550490414250007 36.772607578000013 0.10821500000000002 43.61821939175001 0.099855000000000027 -0.15544999999999998 61.993156030000002 1.0000000180025095e-35 0.083905000000000021 38.983591653800012 55.782817748650011 38.060777288450005 78.252950803000019 35.119813570500007 -0.092084999999999986 -0.23353499999999996 77.621163142300006 0.087700000000000014 -0.087660000000000002 -0.59614999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 14 5 -2 8 -4 9 -7 -10 12 -9 -12 15 19 17 21 -19 -1 -21 -17 -20 -16 -25 -22 27 -13 -29 -28
right_child=1 2 7 -5 -6 6 -8 11 10 -11 13 26 -14 -15 23 16 -18 18 22 20 25 -23 -24 24 -26 -27 29 28 -30 -31
leaf_value=-0.022312712039813786 0.0072861089513734821 0.0063641447551178783 -0.026581169214386 0.0033424112006283967 -0.025840415367356654 -0.021888874681710094 0.015784292732881618 -0.021311952081904152 -0.022223362297614138 0.011329262660676385 -0.017468813751819308 -0.023105588591477811 0.0040291995048017332 0.0085054044968081235 0.020769830507243198 0.0023072118404270465 -0.020380485434012243 0.013255732807677768 -0.024526511481407772 -0.022566316002779741 -0.00071824584597529834 -0.024433615907501316 -0.0010773096478262452 -0.019257704318630244 0.0082372273407655804 0.016164240646408888 0.017714145714772842 0.0093991672961488068 -0.014197738463394938 -0.00087306831465935517
leaf_weight=2.7627197317779091 8.2697483003139478 50.282117959111929 2.6305839605629435 285.72573975101113 4.3862931393086901 3.7214755993336457 2.3563110232353202 6.9685186473652703 13.75342081859708 6.2646255381405354 4.1078530624508849 5.9428983889520195 2.9911731695756316 3.7259991280734539 4.1201827675104168 2.9035318773239833 11.38325973600149 11.197767943143846 3.1086630076169994 2.3949909517541554 7.1474068127572563 7.7086560325697064 13.932565044611691 4.2562474198639437 12.118068840354677 11.506451249122618 5.2625834466889492 6.8642513081431389 6.55749813467264 101.34107073303312
leaf_count=71 37 204 52 1230 63 74 7 268 285 27 29 95 38 16 15 57 211 51 47 100 40 176 79 30 54 42 26 31 57 1121
internal_value=0.000564424 -0.00178244 -0.000251721 0.00201739 -0.00798737 -0.00613169 -0.00940203 -0.00265258 -0.0112817 -0.00104999 -0.0160148 -0.0021895 -0.0137013 -0.00511475 -0.00198718 -0.00393401 -0.00709607 -0.00320379 0.00202487 0.00273689 0.00602472 -0.0171172 -0.00535492 0.00504668 0.00109035 0.00969555 -0.00127931 -0.00856703 -0.00212963 4.45059e-05
internal_weight=615.693 235.426 188.841 380.266 46.5857 42.1994 33.9297 138.559 31.5734 9.9861 21.5873 135.928 9.95969 7.83385 94.5405 74.046 50.2344 38.8512 28.239 23.8116 21.0488 10.6122 17.0412 20.4945 16.3743 18.6539 125.968 19.3646 13.4217 106.604
internal_count=4633 2430 1892 2203 538 475 438 1688 431 101 330 1636 306 45 973 874 621 410 177 253 182 233 126 99 84 82 1330 183 88 1147
is_linear=0
shrinkage=0.019455


Tree=160
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 2 1 0 0 0 2 1 3 3 0 3 3 3 4 4 4 2 2 4 4 2 1 2 1 4
split_gain=14.518 13.6537 11.2552 13.657 8.75554 8.21055 6.58945 11.4869 12.395 10.6786 6.32592 8.16979 8.68229 5.87913 5.38003 5.80168 10.9621 7.21519 5.3279 5.06309 10.0219 5.03406 4.90697 12.3253 15.6518 7.35259 12.287 6.71082 6.63616 6.21362
threshold=81.573196594050017 44.749265482150008 44.461493122800007 75.381677519650012 104.09978726910002 0.70681500000000008 66.859265246100009 91.886121982450007 90.321439350550008 86.09518316945001 -0.18437499999999998 83.602982482550019 -0.15544999999999998 0.25799500000000009 122.35979489110001 0.075320000000000012 0.078385000000000024 0.080110000000000028 38.396531328800009 47.927946529500012 49.064150740050003 -0.23265499999999997 -0.060989999999999996 39.788107623550012 35.119813570500007 -0.11534 71.504920895500007 0.075080000000000022 75.629015667650023 41.835830569250014
decision_type=2 2 2 2 2 2 2 2 2 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 -1 5 6 9 8 -8 18 11 -2 -13 22 15 -3 -17 -18 -5 -4 -21 -22 23 24 -9 28 -27 -24 -25 -30
right_child=1 14 19 4 -6 -7 7 13 -10 -11 -12 12 -14 -15 -16 16 17 -19 -20 20 21 -23 27 25 -26 26 -28 -29 29 -31
leaf_value=-0.0040131765206736624 0.0041256799486691729 0.003905704135870389 -0.0025316229548702977 0.0021345281592461251 -0.0053829798608944109 0.0049993845303073076 0.00045444781405427366 0.003322413636827688 -0.0080175103294528472 0.0018300678765883398 -0.0041652910569767495 0.0039426972436908507 -0.0056047179340306934 -0.0047642303211572912 -0.0050123650085365677 -0.0053325229830488491 0.0054081184726697037 -0.0022227532244995453 -0.00039390445104711712 0.0020410418202213552 -0.00046977836457218322 -0.0055753304030577199 0.0022786162309210377 0.0041859458714809247 -0.0040301917995121828 -0.0044475076161236502 0.0012614260907597014 -0.00045456405026304337 -0.0045495633947217643 0.0025303450882916334
leaf_weight=12.480564257130025 4.967323036864399 11.223877854645258 33.493674788624048 21.067027486860752 4.6887028180062762 9.5948334783315641 7.075267691165207 7.7135841455310574 7.1345749422907829 194.17629840224981 34.145349325612187 2.6928579751402131 7.1927890591323367 4.3830179758369914 2.9909980911761513 5.814402116462591 6.4798734262585622 4.2014741636812687 92.046697208657861 20.191994518041611 8.8578755743801612 7.203048748895525 55.531682636588812 19.97698732838035 26.131389271467924 10.763277411460875 27.745454989373684 27.695208244025707 4.1885020509362203 6.5182545855641365
leaf_count=348 22 37 371 97 73 29 41 32 61 696 679 30 157 38 69 91 25 35 510 83 53 130 213 55 232 117 116 137 28 28
internal_value=0.000215735 -0.00160438 0.000454094 0.000675973 0.000787143 0.000842591 0.000764716 0.000134634 -0.00379921 0.00118476 -0.00309048 -0.000619596 -0.00300399 0.000427842 0.000766667 0.00139023 -0.000321316 0.00240654 7.70071e-05 -0.00126029 -8.57285e-05 -0.00275953 0.000550017 -0.000111586 -0.00235446 0.000985501 -0.000334234 0.0013691 0.0026418 -0.000239328
internal_weight=688.367 79.7089 608.658 538.911 526.431 521.742 512.147 204.857 14.2098 307.29 48.9983 14.853 9.88565 190.647 30.7106 27.7196 16.4957 10.6813 113.114 69.7466 36.2529 16.0609 186.264 103.037 33.845 69.1925 38.5087 83.2269 30.6837 10.7068
internal_count=4633 1145 3488 2851 2503 2430 2401 1098 102 1303 888 209 187 996 257 188 151 60 607 637 266 183 958 608 264 344 233 350 111 56
is_linear=0
shrinkage=0.00453546


Tree=161
num_leaves=31
num_cat=0
split_feature=1 3 2 2 4 0 3 3 0 4 2 4 4 0 0 1 4 0 0 4 4 4 0 0 3 2 4 1 4 0
split_gain=5.24219 4.1078 5.76412 6.36349 3.66706 4.69298 5.23341 5.85782 4.74135 4.17808 3.9253 3.85031 5.08089 4.35199 3.8552 3.25755 4.50076 3.15661 5.71172 5.23651 5.70415 4.62338 4.65647 4.94044 4.49271 7.33941 6.39221 4.49811 4.32599 3.72646
threshold=89.89935142405001 0.078655000000000017 -0.088880000000000001 -0.022394999999999998 42.783136484500005 102.75018128760001 0.090850000000000028 0.089835000000000012 75.381677519650012 42.982930821650008 0.70681500000000008 42.684965421050009 42.620627117000005 86.866770652900016 102.32271644485002 89.541786492700012 51.757767929250001 93.972365491700018 96.631250582750013 41.835830569250014 41.319407281650008 42.154118731400011 86.692020874450009 85.799452775150016 0.090465000000000031 -0.047144999999999999 38.238138001450004 71.104340634100012 40.767054867700004 97.722764583650005
decision_type=2 2 2 2 2 2 2 2 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 8 7 -7 -1 -6 11 12 14 -13 17 16 -11 21 24 20 28 -10 23 -23 25 -19 -26 -28 29 -20
right_child=1 -3 3 -5 9 6 -8 -9 10 15 -12 13 -14 -15 -16 -17 -18 18 19 -21 -22 22 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.013959553427921509 -0.021372316944306954 -0.021312092177437878 0.027975462329846466 -0.021371346723033011 -0.013488177063822169 -0.0063471107502132921 -0.023010452053702692 0.025471740900635191 0.003963224686039977 -0.00077029047499668302 0.017885876655825073 0.016199372714963432 -0.017290084787066538 -0.0080073868192248338 0.015587496246300431 0.015491622834554585 -0.021671682224185217 -0.027518858219958038 0.005504353603680812 0.011165487308247582 -0.019809853256916751 -0.0035384475480387638 0.003884705775043846 -0.030431250243816085 -0.027736991299130827 -0.0011942034278320144 0.01405506287693725 -0.012406583334145717 0.012047940632850888 -0.0055535477961784633
leaf_weight=6.9226829688996068 3.2376679237931967 7.5199475120753041 3.3245729440823197 1.4780343044549207 10.976848028600214 14.5315377637744 5.8786487262696019 2.683704311028122 225.16073666140437 142.64424910210073 6.4354032129049292 14.273228583857419 5.3356584534049025 3.6519155427813521 8.183879576623438 4.6323054507374755 4.1510645160451523 8.7828989699482936 18.956391379237175 18.43591433763504 5.6235546320676795 6.5047932434827107 10.32919332385063 4.5422686189413071 2.6716651786118737 7.8555564656853702 8.3796490281820279 3.5938150584697715 11.348521344363688 32.201144741848111
leaf_count=268 154 376 17 65 84 224 126 11 989 1146 28 79 37 22 28 17 126 107 71 63 37 47 39 37 33 43 42 36 37 244
internal_value=0.000538088 -0.0107995 -0.000967328 0.0127887 0.000834741 0.00178713 -0.00689122 -0.00138683 0.00227692 -0.00170028 0.00255633 0.00230711 0.00188208 0.0112677 0.00215665 -0.000845791 -0.00136134 0.001855 -0.000808732 0.00180999 -0.000721616 0.00312831 -0.005666 -0.0145961 -0.00805505 -0.0150901 -6.24389e-05 0.00611264 0.000995718 -0.00145605
internal_weight=610.247 15.5602 8.04028 4.80261 594.687 432.283 23.0939 17.2152 409.189 162.404 402.266 395.831 377.906 17.9251 372.57 151.428 146.795 364.386 117.849 86.5655 68.1296 246.537 21.3763 11.0471 31.2836 16.6385 14.6451 11.9735 62.5061 51.1575
internal_count=4633 612 236 82 4021 2648 361 235 2287 1373 2019 1991 1890 101 1853 1289 1272 1825 713 452 389 1112 123 84 261 150 111 78 352 315
is_linear=0
shrinkage=0.0197871


Tree=162
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 3 3 3 3 4 4 0 2 3 0 4 1 3 1 3 1 1 2 2 3 2 1 0 4 2
split_gain=22.2025 21.5254 9.23135 12.126 14.7731 8.79873 7.7479 8.56155 8.4267 7.60437 7.07765 10.1973 8.01238 6.39309 6.31915 6.04294 5.92253 12.0789 5.13086 4.6349 5.46564 7.23264 4.57761 9.00042 8.9597 7.63937 5.78356 13.337 4.40805 5.11312
threshold=70.182199495350019 85.705356740550016 95.44832900530001 102.75018128760001 44.749265482150008 -0.20885999999999996 0.075320000000000012 0.078385000000000024 0.079745000000000024 44.578137159850009 43.895345911700005 95.988709089550014 -0.22573999999999997 0.099855000000000027 91.625341543800019 40.767054867700004 75.28220456885002 0.08919500000000001 75.629015667650023 0.090465000000000031 71.104340634100012 70.816675614150014 0.70681500000000008 0.17437500000000003 0.098510000000000028 -0.0309 80.538140213850014 98.230883170350012 37.572218886150004 -0.092084999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 5 10 -5 -2 -6 -8 -9 -3 15 -12 -13 -1 -11 22 17 -17 -18 -7 21 -21 23 24 26 -26 27 -4 -15 -30
right_child=2 9 3 4 6 19 7 8 -10 14 11 12 -14 28 -16 16 18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0010499570123604556 0.0012430073062631621 0.0013114669246054734 0.0014579026460066428 -0.0026282159230662798 0.002194973098259449 -0.0038271455011604392 -0.0042306260535173142 0.0033087594608272788 -0.0020621468536412644 0.00075675116697700997 0.0026230196078873081 0.0011043988641291774 -0.0046277277543224672 0.0034434817569788138 -0.0037941670376127265 0.0014396930537583031 0.0042623397368889713 -0.005515729405808102 0.0014263548984765513 -0.0027066745422871697 -0.0042986844391431547 0.0037230619341541188 0.0037439999385016163 -0.0039457225267097136 -0.003917789661394399 0.0021723345798855143 0.0034928979421007516 -0.003816500273704203 -0.0031749648484655029 0.0012606028476083797
leaf_weight=89.281260829418898 8.3050511255860311 308.26421298086643 27.322355516254902 49.151757549494505 16.123903326690197 22.073481790721416 7.2038273755461004 7.0576727762818319 7.757325304672122 8.858295336365698 5.3679013997316387 4.2431597933173189 11.301070585846897 6.8299518823623684 6.8404526785016051 11.451586827635763 10.252226188778875 4.3615590557456008 37.920922748744488 4.4955930411815626 4.6641968414187422 4.3592885881662369 3.6958401501178733 7.6658286899328223 10.176038153469561 3.5024759024381629 8.929617837071417 7.7951778657734385 4.5259969905018851 12.017099410295483
leaf_count=874 36 1103 100 889 73 330 112 36 84 35 17 23 138 20 59 42 26 34 140 43 59 11 11 62 80 14 26 77 29 50
internal_value=0.000218648 0.000722794 -0.000553218 -0.000280264 -0.00133927 -0.00205349 0.000321693 -0.00105007 0.000496483 0.00118849 0.000320088 -0.00160347 -0.00306301 -0.000616432 -0.00122623 0.00062237 0.00140994 -0.000478742 0.00202991 -0.00282268 -0.00118263 0.000458707 -0.000107049 -0.000324706 0.000156157 -0.00235837 0.000937025 0.000287123 0.00103956 4.70836e-05
internal_weight=721.795 436.617 285.178 241.28 87.2945 43.8976 38.1427 22.0188 14.815 323.963 153.986 20.9121 15.5442 112.654 15.6987 133.074 63.9863 15.8131 48.1731 35.5926 13.5191 8.85488 69.0873 65.3915 57.7257 13.6785 44.0472 35.1175 23.373 16.5431
internal_count=4633 2170 2463 1984 1194 479 305 232 120 1197 790 178 161 973 94 612 242 76 166 443 113 54 370 359 297 94 203 177 99 79
is_linear=0
shrinkage=0.00355676


Tree=163
num_leaves=31
num_cat=0
split_feature=1 4 3 3 0 2 2 4 4 4 1 4 0 0 2 2 3 3 2 0 1 1 4 1 3 4 2 2 3 4
split_gain=4.92032 3.7227 4.25583 3.32402 4.15154 4.00616 4.68826 3.41576 3.03104 3.4395 3.52547 6.05354 3.4049 6.78835 3.40007 6.05915 6.06504 4.67347 4.35451 3.87502 7.55233 3.72143 7.67827 4.42488 7.08842 4.97952 4.11094 4.16142 9.44081 7.63104
threshold=89.89935142405001 45.044778924400006 0.078655000000000017 -0.27297999999999994 113.1679565431 -0.066979999999999998 -0.07490999999999999 48.914776625700007 32.724174661450007 35.119813570500007 73.448676123850007 33.361153777850006 93.501885318850015 94.109476856350014 -0.25105499999999997 -0.59614999999999996 0.10787500000000003 0.096480000000000024 -0.63026499999999996 110.27248713660002 87.313054702550019 86.751166953300014 49.247968080500009 82.788379669050016 -0.078164999999999998 44.749265482150008 0.70681500000000008 0.075080000000000022 0.091510000000000022 39.427119987250002
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 7 -1 12 10 -10 -12 -5 -14 15 18 17 -17 -11 20 21 22 23 26 -25 -26 27 -16 -29 -30
right_child=1 2 -4 4 -6 -7 -8 -9 9 14 11 -13 13 -15 19 16 -18 -19 -20 -21 -22 -23 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.014181334364132549 -0.023085884928114704 0.010926876235231382 -0.025051428308577543 -0.029789250908062836 -0.021793022847000722 -0.029128178538348357 0.028272448343524468 0.011650209368512111 0.014781871782835953 -0.01055951087455621 0.024692623792185703 -0.02639335756193836 0.031794707481607329 -0.027039237609541914 0.0029141956202954236 -0.010286525553424348 0.015223198786068365 -0.037335074574761845 0.012807107296549365 0.017568547871630494 -0.026699968089241521 0.022132544236979801 -0.017791881762221563 0.018382033266574661 -0.027159509056242294 0.016729230709250923 0.017933206306196315 -0.012372192331995711 0.017769267265517728 -0.005276794829168938
leaf_weight=10.363334420137106 7.4247072162106615 4.9272829387336969 2.3943649120628834 3.2303743194788685 3.819469913840293 3.6182330762967458 2.0112798362970361 3.3101985454559335 17.258044589310888 5.5863816179335144 1.8515272196382273 2.945053655654192 1.8379905819892886 2.0147445052862167 384.8957744082436 24.433293107897047 4.0524099692702285 3.5907539203762999 13.015389066189526 7.4846607148647299 4.6047129854559889 4.3664065748453131 9.7991663999855501 3.0686905421316633 8.0806093253195233 1.502561271190644 8.1712413057684881 28.941965013742447 13.355383396148683 14.895246455445884
leaf_count=131 480 65 67 47 59 86 4 13 70 34 11 53 3 62 2212 297 15 38 51 32 77 16 167 16 128 4 38 221 49 87
internal_value=0.00059136 -0.0120402 -0.000838944 0.000905948 0.00121045 -0.00812981 -0.00328583 -0.00792783 0.00136486 0.00154628 0.0101156 -0.00667367 -0.0130267 0.00102816 0.00119619 -0.00426227 -0.0100916 -0.0137523 0.00578977 0.00176169 0.00151608 0.00178842 0.0016005 0.00201101 -0.0109012 -0.0202781 0.00237383 0.00208624 -0.00348575 0.00561815
internal_weight=606.851 14.7464 7.32165 592.105 572.802 19.303 15.6848 13.6735 568.982 561.899 22.0546 4.79658 7.08311 3.85274 539.845 50.6782 32.0765 28.024 18.6018 489.166 481.682 477.077 472.711 462.911 12.6519 9.58317 450.26 442.088 57.1926 28.2506
internal_count=4633 612 132 4021 3787 234 148 144 3728 3616 134 64 112 65 3482 435 350 335 85 3047 3015 2938 2922 2755 148 132 2607 2569 357 136
is_linear=0
shrinkage=0.0221382


Tree=164
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 3 3 4 3 1 3 4 1 3 4 2 3 0 1 1 3 3 3 2 2 2 3 1 1
split_gain=15.1632 15.1076 7.35071 9.43352 8.33112 6.73988 6.10112 5.98149 5.31615 5.02629 8.32499 9.20964 6.92865 8.00924 6.48462 4.88476 6.49069 5.00612 4.61206 4.47109 5.77347 5.61487 4.45007 4.40991 8.84466 5.22066 4.17548 4.09217 4.53198 6.14532
threshold=70.182199495350019 85.705356740550016 95.44832900530001 98.230883170350012 -0.20885999999999996 44.578137159850009 0.080375000000000016 0.099855000000000027 36.772607578000013 -0.15544999999999998 61.993156030000002 1.0000000180025095e-35 38.983591653800012 55.782817748650011 0.083905000000000021 35.119813570500007 -0.092084999999999986 0.10602000000000002 78.252950803000019 90.937096262400004 78.27445846800002 0.087700000000000014 0.089705000000000021 0.094595000000000026 0.15915000000000004 -0.57826499999999992 -0.23353499999999996 0.090465000000000031 71.104340634100012 70.816675614150014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 23 -2 -3 -7 9 -5 12 11 -11 -1 -14 -13 -9 -17 -18 -16 20 21 -10 -23 -4 25 -25 -15 -6 29 -29
right_child=2 5 3 8 27 6 -8 15 19 10 -12 14 13 26 18 16 17 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0055796249122714563 0.0017846765659245592 0.0014712822250569648 0.0017748059301760009 -0.0038096222640136858 -0.0048880823679347991 -0.0050942874388971793 0.00086044023640772886 0.0053234192655476241 -0.005780093838842721 -0.0043305682175806088 -0.0051547471478986086 0.0029574652847359048 -0.0053807377988913689 -0.00031994002941737121 -0.006105698816738862 -0.0046286644415503078 0.0039260732814938677 -0.0021474680972741159 -0.00025842144187323337 -0.0033665500502971469 6.3495905358410746e-05 0.0040072046822111369 -0.0020843053622274367 0.00073392274989740863 0.0046358587818754069 -0.00552317492956147 0.0040918826840156686 -0.0034620843717830915 -0.005513260385893946 0.0044654561255227879
leaf_weight=3.6812287122011211 8.0244439095258695 296.54733145982027 53.193913798779249 13.094778237864373 19.537849398329854 6.6255821511149398 8.7375396564602834 5.3495996594429043 7.650510489940646 13.175251524895428 14.291557312011717 12.431245796382429 3.3421567920595434 7.5002482272684601 3.6686124727129963 4.507831491529946 8.7823767587542481 4.4924297221004972 15.169354088604448 12.472115484997628 102.55100885219872 3.2053897604346302 14.540934279561041 4.8334424570202836 4.4882634803652754 7.377972051501275 12.574612624943255 4.3238109499216062 4.1106446832418433 4.2428952306509018
leaf_count=71 36 1103 199 324 330 54 40 15 102 233 211 51 100 40 47 30 25 29 79 445 708 10 99 21 19 57 42 43 59 11
internal_value=0.000239387 0.000790651 -0.000640629 -0.000308999 -0.00248182 0.00131471 -0.00170763 -0.000709423 -0.000957865 -0.00127862 -0.00204781 -0.00104874 0.000388625 0.00132685 0.000334049 0.00140262 0.00022312 0.00187068 -0.00139715 -0.000691926 -0.000431208 -0.0024288 -0.00098404 0.00111617 -0.000981785 -0.00304653 0.00244356 -0.00354456 -0.00147397 0.000464247
internal_weight=684.525 420.877 263.648 223.408 40.2396 311.91 15.3631 108.967 153.515 85.8343 58.736 44.4445 27.0982 23.417 31.2692 23.1322 17.7826 13.2748 18.838 140.42 127.948 25.3968 17.7463 69.8936 16.6997 12.2114 20.0749 32.2152 12.6774 8.56671
internal_count=4633 2170 2463 1984 479 1197 94 973 1688 874 621 410 253 182 177 99 84 54 126 1364 919 211 109 296 97 78 82 443 113 54
is_linear=0
shrinkage=0.00467976


Tree=165
num_leaves=31
num_cat=0
split_feature=1 0 4 1 0 3 0 2 3 0 2 0 4 0 4 0 4 1 1 4 0 2 2 1 3 2 2 2 3 1
split_gain=19.7869 19.2092 10.1865 8.86143 9.75754 7.56088 6.98045 6.38196 8.12105 6.36551 5.81788 5.70962 8.86652 7.26975 6.01384 5.78269 5.2345 5.23582 5.16548 8.76026 7.46966 6.71288 5.78748 5.46894 10.5527 4.93929 8.94706 5.12461 4.922 5.74245
threshold=70.182199495350019 85.990333302400003 44.279556297950009 90.937096262400004 95.44832900530001 -0.20885999999999996 97.886760529650019 -0.076544999999999988 0.076835000000000028 97.32487278035002 -0.095854999999999996 75.994645973400011 42.154118731400011 85.823648898300021 44.952171034750002 85.799452775150016 36.772607578000013 78.27445846800002 81.339300736700025 44.749265482150008 102.75018128760001 -0.16533 -0.0057149999999999996 83.602982482550019 -0.10696499999999999 -0.22386500000000001 -0.60414999999999985 -0.10771499999999999 0.090465000000000031 71.104340634100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 -3 4 5 -2 7 9 -9 10 -6 14 25 15 -1 -14 -8 -18 20 21 -19 23 -22 -20 -25 26 -13 -27 -7 -30
right_child=3 2 -4 -5 6 28 16 8 -10 -11 -12 12 13 -15 -16 -17 17 18 19 -21 22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=-0.0032846027835675886 0.0011301259575572811 0.0014333281957198622 -0.0018266817045311837 -0.0030533908196338617 -0.00015442153710077352 -0.0038957996396687383 -0.0028969317431287518 -0.0017404352428683355 0.0028510697780380107 0.0014653923986827125 -0.0046379013390113136 0.0040665728258599178 -0.0011991588103956845 -0.0056836848264625595 -6.8747632127244372e-05 0.0034887002986778133 -0.0016533916154228478 0.0019049208284773139 0.0032082103585439415 0.0010592054474496972 -0.0023688360527572747 -0.00288127691398877 0.0029641767092179624 0.004769553860577147 -0.0048782060728259809 0.0033509904230618836 -0.0031198788375103727 0.0007005742588553159 0.00071628353923299502 -0.0044048718335681592
leaf_weight=16.407225361093882 8.3896240815520269 267.18091513961554 13.668563686311243 17.993660589680076 10.502497754991056 20.717158865183592 11.463640466332434 6.3973377943038932 28.541681289672852 15.110218733549116 6.270879931747916 3.1365540176630011 38.719705168157816 4.5112460777163497 15.195461452007292 3.9323774427175513 30.844951789826155 34.284397564828396 5.4294570907950384 24.494384154677391 12.175577294081448 24.853150254115462 3.5701129287481299 2.2865990400314331 4.6984738558530807 12.275209989398716 9.3753670342266542 51.080494724214077 8.7546013407409173 4.4960052631795397
leaf_count=368 36 934 88 554 47 330 217 31 86 55 45 10 302 35 90 10 236 115 21 139 104 257 13 7 57 36 93 204 54 59
internal_value=0.000208831 0.000700661 0.00127467 -0.000552645 -0.000381734 -0.00200112 -7.1251e-05 0.000922996 0.00201036 -0.000268575 -0.00183061 -0.000341865 1.68422e-05 -0.00123725 -0.00173833 -0.000766954 -0.000502386 -0.000309938 6.07387e-05 -0.000651848 0.000940425 -0.00177645 -0.00115965 0.000435359 -0.00171996 0.00079645 -0.00131834 0.00121409 -0.0027745 -0.00102135
internal_weight=716.758 435.483 280.849 281.274 263.281 42.3574 220.923 66.8226 34.939 31.8836 16.7734 154.634 123.031 47.1633 31.6027 42.6521 154.101 142.637 111.792 61.7621 50.0301 37.2677 15.7457 12.4145 6.98507 75.8676 12.5119 63.3557 33.9678 13.2506
internal_count=4633 2170 1022 2463 1909 479 1430 264 117 147 92 1148 690 347 458 312 1166 949 713 481 232 342 117 85 64 343 103 240 443 113
is_linear=0
shrinkage=0.00368326


Tree=166
num_leaves=31
num_cat=0
split_feature=1 0 0 4 2 1 2 1 4 3 1 3 1 1 1 3 4 1 3 3 3 3 3 4 4 0 3 3 4 0
split_gain=4.83539 5.9215 5.42551 5.16044 4.74329 3.90697 3.74661 4.9848 7.17287 4.76802 9.63432 8.35284 8.30128 6.41721 5.06484 6.69665 5.03307 5.67366 5.73936 6.47816 4.53594 4.07973 3.89776 9.30252 3.85654 3.84443 5.9101 8.37217 5.85947 3.81396
threshold=70.182199495350019 94.625660817400004 85.990333302400003 44.279556297950009 -0.08725999999999999 90.937096262400004 -0.051199999999999996 81.339300736700025 42.498713093000006 0.074735000000000024 74.257902021100008 0.083555000000000032 83.602982482550019 83.116371560950014 87.143681840350013 0.078385000000000024 40.00488309970001 75.28220456885002 0.088755000000000014 0.10821500000000002 0.10214000000000002 0.070640000000000022 0.083395000000000011 42.081757894750005 40.00488309970001 100.19345760555002 0.094780000000000017 0.091885000000000022 36.016191615950007 96.870523356300012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 -2 6 9 21 20 10 -3 14 13 16 -11 -16 25 -18 -19 -20 -9 24 -23 -24 -8 26 27 -13 -28 -25
right_child=1 5 3 -5 -6 -7 7 8 -10 11 -12 12 -14 -15 15 -17 17 18 19 -21 -22 22 23 29 -26 -27 28 -29 -30 -31
leaf_value=-0.00098559658726401177 -0.002792098738040811 -0.021249341995751177 0.0034020514768694186 -0.0070000639206252019 -0.019686098951161378 -0.0097948725112466488 0.0035211671307628558 -0.018626677440284432 0.0057960523288005808 -0.015680863736877982 0.0065744029335076757 -0.0087931559377552645 -0.018997109576421461 0.021089892532113689 -0.01752105688068023 0.012118213151442028 -0.0049077713906521174 0.013916976160837377 -0.0059666426889622912 0.014474472027471964 0.011975291960483313 0.013768266433327271 0.0076226993149270299 0.0026314286819562696 -0.016194473275722043 -0.018871821890484537 0.0114898837755121 0.021120185178607816 -0.020445096902127265 -0.02214671505830303
leaf_weight=133.20090192276984 8.7628276087343675 3.3035168703645494 228.21953954175115 11.883468046784399 7.146036433055996 10.54172969330102 5.9074437357485277 7.7502947011962551 8.1287988647818548 17.332407515496019 27.345122292637825 4.6830879077315384 5.5432712445035568 3.430310294032096 3.1373277567327014 4.2526796329766512 16.554904349148273 13.204809196293356 11.76864828169346 5.3372469916939727 1.3464555889368055 12.995308827608822 28.679932180792093 2.3315236754715434 3.901832714676857 4.7594998292624942 1.7687898129224766 4.206354595720768 5.898740042001009 3.9875738974660635
leaf_count=1148 123 44 934 88 114 554 37 144 36 303 166 47 112 8 65 22 130 39 68 18 13 37 127 14 31 82 8 12 70 39
internal_value=0.000418107 -0.00131632 0.00150533 0.00288722 -0.0103806 -0.000655131 -0.000190925 0.00255707 -0.00470946 -0.00174668 0.00357537 -0.00334775 -0.000853354 0.000551092 -0.0111325 -0.000464738 -0.000482236 0.0023377 0.00629499 0.000411233 -0.0140971 0.00472251 0.00657088 0.00389845 -0.00432112 -0.00668205 -0.00317795 0.0053614 -0.0130782 -0.0130045
internal_weight=607.31 234.006 373.304 240.103 15.9089 218.098 207.556 75.0292 17.2255 132.527 30.6486 101.878 77.1557 71.6124 24.7224 7.39001 68.1821 46.8656 30.3107 17.1059 9.09675 57.8036 47.9943 34.999 9.80928 21.3165 16.557 8.88944 7.66753 6.3191
internal_count=4633 2463 2170 1022 237 2226 1672 478 193 1194 210 984 594 482 390 87 474 255 125 86 157 285 217 180 68 219 137 59 78 53
is_linear=0
shrinkage=0.0153896


Tree=167
num_leaves=31
num_cat=0
split_feature=1 4 3 1 1 0 4 0 1 0 0 1 1 4 2 0 4 0 3 3 3 3 0 0 4 0 1 1 4 0
split_gain=4.14831 3.51265 3.81147 3.25666 3.43083 8.2823 5.11517 3.79829 3.71755 6.65604 5.72125 4.63609 8.61635 4.65535 9.86189 3.97297 7.26993 4.016 3.57385 5.22512 5.43413 7.90369 4.31791 4.21809 3.50173 3.48565 4.13332 3.62383 4.4319 8.02415
threshold=89.89935142405001 45.044778924400006 0.078655000000000017 54.884872733100003 64.369753017350021 88.350799540950007 42.055256506450007 90.321439350550008 62.425997789000007 86.264556031700025 86.09518316945001 62.095317438950012 62.041548276350007 41.489621506400006 -0.079789999999999986 85.823648898300021 40.518963363600001 85.732241321850012 -0.27118499999999995 -0.17949499999999999 -0.22831499999999999 -0.25215499999999996 89.237990724000014 110.98492854115001 36.016191615950007 110.52251374275001 87.313054702550019 86.751166953300014 43.663128814500006 105.7585659356
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 8 -7 -8 10 -10 15 12 13 -12 -15 17 -17 -5 24 20 21 -20 -21 25 -6 26 27 28 -24 -30
right_child=1 2 -4 4 18 6 7 -9 9 -11 11 -13 -14 14 -16 16 -18 -19 19 22 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.026252117535893862 -0.026040236247140979 0.011507487710369526 -0.028216326393098009 -0.0011529586141556091 0.0080321815879000492 0.027320489767359971 -0.010328531064598735 0.01970894820197747 0.0056472066422194661 -0.032880084871762472 0.015314352826165766 0.013438690063892296 -0.012868001681728167 0.010122927152903435 -0.027829014155005546 0.0058593842117063092 -0.022490117492619494 0.012854932321614543 0.015430116357942482 -0.016750460342405592 0.023314202079672147 -0.014503014613832341 0.00080307813765565796 -0.025397491536791907 -0.026848447285200354 0.023712274471546061 -0.023331810715035074 0.022982551322067335 -0.014389045434925514 0.014012191802339728
leaf_weight=2.758086751215159 6.6793456338345987 4.9330449737608433 2.1955550368875265 84.253113171085715 2.5699621606618148 13.631377607584001 5.5138863250613195 5.0948501601815224 6.0734012741595489 5.2664637863636017 25.543716721236706 40.420529000461102 16.741191156208515 15.290767915546896 5.9955245554447165 9.8515154197812098 13.469253733754156 15.195922307670115 12.324196110479532 11.027258057147263 11.251358848065136 10.092677392065527 210.46414680965245 4.2914118934422723 6.125638285651803 3.7391397133469573 4.9684967426583162 4.1598846334964028 30.163075192831457 7.8951869718730441
leaf_count=137 480 65 67 701 17 50 25 17 44 29 88 176 82 52 38 34 90 50 54 156 36 86 1304 70 74 19 92 20 447 33
internal_value=0.000615319 -0.0129719 -0.000727147 0.000936477 0.00106545 0.00319017 0.0171567 0.00409698 0.00176829 -0.0122457 0.0024691 0.00679762 0.00257503 0.00809573 -0.000566666 -0.00119736 -0.0105143 0.000987463 -0.000681487 -0.000237203 0.00909183 0.00195342 -0.0013723 -0.000734025 -0.0165396 -0.000329108 -0.000678007 -0.000232565 -0.000621151 -0.00849721
internal_weight=597.98 13.8079 7.1286 584.172 581.414 262.342 24.2401 10.6087 238.101 11.3399 226.762 103.992 63.5712 46.83 21.2863 122.77 23.3208 99.449 319.072 310.377 33.6682 22.4169 276.709 265.681 8.6956 261.39 257.651 252.682 248.522 38.0583
internal_count=4633 612 132 4021 3884 1476 92 42 1384 73 1311 436 260 178 90 875 124 751 2408 2317 176 140 2141 1985 91 1915 1896 1804 1784 480
is_linear=0
shrinkage=0.0250803


Tree=168
num_leaves=31
num_cat=0
split_feature=0 0 1 4 4 1 0 3 0 3 3 1 0 3 2 2 4 2 0 2 4 4 3 4 4 2 2 3 4 2
split_gain=3.70762 7.06876 7.0186 6.22171 5.495 7.89169 8.97429 5.19328 4.80095 7.8759 4.95097 4.74727 6.37085 4.6782 4.40827 12.7252 6.62078 6.74736 5.96962 5.44491 5.50229 10.8705 5.6808 4.98312 4.66252 4.34737 4.31154 4.25328 5.77269 5.88616
threshold=91.109157582800023 90.321439350550008 67.606656606400023 31.914316944300001 38.396531328800009 65.130586668250018 86.474255765850003 0.085625000000000021 86.345209775600011 0.08079500000000002 0.085855000000000029 66.439865777750015 92.464140480550014 0.4149000000000001 -0.053874999999999999 -0.017745 41.362929270750008 1.0000000180025095e-35 67.620098897050013 -0.237895 42.154118731400011 41.16018805045001 0.08846500000000003 40.621691032550004 40.21994457600001 -0.13509999999999997 -0.078549999999999995 0.092895000000000019 43.182896969600009 -0.06828999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 -1 7 8 -7 -5 14 26 -11 12 -2 -4 19 -16 -17 -18 -19 -6 21 23 -22 24 -21 -12 -10 28 29 -27
right_child=2 -3 13 4 5 6 -8 -9 9 10 25 -13 -14 -15 15 16 17 18 -20 20 22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.025617056312671041 0.014160891677876266 0.012849974931863914 -0.00018951398537396947 -0.0022083291294040909 -0.010893995929501552 0.01012605619696055 -0.028864302578590639 0.012193099982567953 0.00127344303668201 -0.011153646104676089 0.012682484528333229 -0.024573424234237088 -0.020822764299027418 -0.024705403720848736 -0.025951185622380846 0.0095321555826864274 0.0092968185822430802 0.023545650176512514 -0.025510684292135447 -0.0071695749219059758 0.0013852194640633332 0.014742770578756071 -0.013853928002828695 -0.02331817407286953 0.014282764104657291 -0.02229699884555467 0.018042853745220397 0.0049774885576433035 0.012790530359955962 0.0018259393510489954
leaf_weight=3.0387801928445688 3.7054148688912374 19.272972885519266 263.17154447967187 12.791003176011143 12.619799001142381 3.0598169229924661 6.5055957287549973 28.485244510695338 7.6781543418765095 10.156398467719553 12.892966657876967 7.264809887856245 3.6356535777449608 2.7728673638775936 9.1994351148605329 12.518474323675038 4.3179877428337923 0.99333767406642248 7.3083605924621224 9.5290031507611292 36.935469970107079 26.353339785709977 11.250055622309445 3.7386982869356862 5.712901208549737 8.4519847631454468 18.255969382822514 28.337400212883949 4.2280078232288352 6.168214663863183
leaf_count=80 12 70 2549 127 212 17 72 114 33 49 45 60 30 44 74 59 28 16 134 45 198 92 90 73 19 51 99 104 12 25
internal_value=0.000422506 0.00183848 -0.00114109 0.001108 0.00139048 0.000327646 -0.0163919 0.00773027 0.00100346 0.00423564 0.000970605 -0.0138132 -0.00316471 -0.000445129 -0.00120925 -0.00705691 -0.000142449 -0.00973946 -0.0196409 0.000682546 0.00224472 0.00694003 -0.00217272 -0.00389358 0.000871093 0.00302023 0.013078 0.000380125 -0.0065318 -0.0121196
internal_weight=590.35 309.799 280.55 290.526 287.488 246.211 9.56541 41.2762 236.646 96.1691 70.235 14.6059 7.34107 265.944 140.477 34.3376 25.1382 12.6197 8.3017 106.139 93.5195 45.3339 48.1855 18.9806 15.2419 60.0786 25.9341 47.1856 18.8482 14.6202
internal_count=4633 1938 2695 1868 1788 1547 89 241 1458 418 286 102 42 2593 1040 311 237 178 150 729 517 229 288 137 64 237 132 192 88 76
is_linear=0
shrinkage=0.0187757


Tree=169
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 3 3 0 1 1 3 2 4 3 4 1 1 4 0 2 2 4 3 1 3 2 3 0 2 3
split_gain=13.3004 14.127 7.22696 7.94928 6.61858 6.25452 6.24271 6.08514 5.52662 6.83356 5.09931 7.21712 5.11791 4.68241 4.94281 4.492 4.78893 9.21295 7.71962 6.40857 5.00855 9.16603 5.1725 4.98822 9.82188 4.48283 9.32433 4.80218 5.59254 4.37676
threshold=70.182199495350019 85.990333302400003 90.937096262400004 95.44832900530001 44.279556297950009 -0.089139999999999997 0.090465000000000031 97.886760529650019 71.104340634100012 70.816675614150014 0.091510000000000022 -0.237895 38.536700832000001 0.089345000000000022 37.345948426100009 78.196493182200015 81.339300736700025 44.749265482150008 102.75018128760001 -0.18437499999999998 -0.078504999999999991 40.00488309970001 -0.15148999999999999 83.602982482550019 -0.10696499999999999 -0.076544999999999988 0.076835000000000028 97.32487278035002 -0.095854999999999996 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 29 -2 -7 25 9 -8 11 -1 -12 14 -13 -9 18 19 -17 23 22 -22 -20 -18 -25 27 -27 28 -5 -3
right_child=2 4 -4 7 -6 6 8 15 -10 -11 12 13 -14 -15 -16 16 17 -19 20 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0045944608606954306 0.00080477076075187285 0.0021575232204068813 -0.0036138070526085301 0.00019985776329177078 -0.0018485221469683956 -0.0053539625440344081 -0.0031415946301385001 -0.0020501299855166027 -0.0054174074857840137 0.0051589892870956148 0.0031722752669493029 -0.004029994747657935 -8.6116538298775156e-05 -0.0048022914479018694 7.0373571247261203e-05 0.0021679713364124993 0.0038115355572204972 0.001334280859619821 0.0025868880622863001 -0.0036296808638675245 -0.0053933478564256046 0.0050197348752534275 -0.006022487565233191 0.0057408469077927793 -0.0057807734320864017 -0.0028430375209865994 0.0034639577204348916 0.0017801872849429069 -0.005476691941670009 0.00094684799705774855
leaf_weight=10.829094966873525 10.130408708006142 126.86758378148079 15.676115971058605 10.126612558960913 12.847137711942194 15.812371613457801 4.1078515090048295 32.932185495272279 4.0646716915071002 4.3649839907884598 13.685747787356375 6.8880361653864375 41.398059409111738 5.2548547945916644 70.238835787400603 34.713299356400967 5.250766219571231 23.180724941194057 1.9152282960712916 26.488242701627314 2.9225414581596842 4.7113816887140274 6.6908218711614618 2.3202290497720242 4.9399526193737984 6.1101866587996474 27.568114154040813 14.744115568697451 5.8381961137056377 127.99407037347555
leaf_count=201 63 462 554 47 88 303 43 276 59 11 48 133 201 49 516 127 25 139 12 354 43 12 83 13 82 31 86 55 45 472
internal_value=0.000237898 0.000752896 -0.000571753 -0.000380185 0.00138644 -0.0023106 -0.00342383 -2.72181e-05 -0.000989533 0.00113465 -0.00039081 -0.00104929 0.000723441 -0.000583274 -0.000295822 -0.000548717 -0.000111668 -0.000971977 0.000938196 -0.00234279 -0.00169048 0.00103323 -0.00410652 0.000381811 -0.00209866 0.00115583 0.00231969 -0.000120578 -0.00187601 0.00154951
internal_weight=680.612 416.003 264.609 248.933 267.709 38.4803 28.3499 210.453 12.5375 8.47284 148.295 93.2108 55.0838 82.3817 77.1269 146.065 113.133 62.1799 50.9533 38.9992 16.24 7.63392 8.60605 12.5109 7.26018 64.3872 33.6783 30.7089 15.9648 254.862
internal_count=4633 2170 2463 1909 1022 479 416 1430 113 54 1148 899 249 698 649 1166 890 613 277 474 150 55 95 120 95 264 117 147 92 934
is_linear=0
shrinkage=0.00461923


Tree=170
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 3 0 1 0 1 4 1 2 0 0 3 0 4 2 2 0 2 4 1 3 1 3 3 4 1
split_gain=17.4143 17.9208 8.74653 10.8589 7.11149 6.42877 6.19944 13.7026 6.70259 6.01846 5.73668 14.2566 20.2301 7.67797 8.40634 6.75076 6.4894 9.14494 9.82675 5.89937 11.5512 7.90596 5.859 5.64262 5.96959 5.50433 8.31829 5.64869 5.37569 4.94371
threshold=70.182199495350019 85.705356740550016 95.44832900530001 98.230883170350012 -0.20885999999999996 0.099855000000000027 91.109157582800023 68.20618276945001 90.321439350550008 90.937096262400004 38.621016321050007 63.910026677050006 -0.14314999999999997 86.09518316945001 85.823648898300021 0.08079500000000002 86.103248543850015 41.319407281650008 -0.083834999999999993 -0.06828999999999999 86.866770652900016 -0.022394999999999998 40.518963363600001 78.196493182200015 0.087700000000000014 72.62331947780001 0.091705000000000023 0.12140000000000002 36.772607578000013 74.927328095600004
decision_type=2 2 2 2 2 2 2 2 2 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 29 -2 -1 8 -8 10 23 -3 13 -13 14 -12 -15 -17 -18 -19 20 -20 -21 -16 24 -5 -26 -27 -28 -25 -4
right_child=2 6 3 9 -6 -7 7 -9 -10 -11 11 12 -14 15 22 16 17 18 19 21 -22 -23 -24 28 25 26 27 -29 -30 -31
leaf_value=-0.0010466179666958459 0.0010447777644115872 0.0026491949122065279 -0.00013328654770065985 -0.0045375093514648628 -0.0028401677367247162 0.0011322342938754875 -0.0023187772596442082 0.0012739422455223465 0.0032161141799447054 -0.0028743763432218235 0.0016029820498241238 0.0011791549608931545 -0.0078736769484079525 0.002921373630170586 0.00068396122318463675 0.0043403108275108619 0.0023305500222116481 0.0017500807564992025 0.0005152573341449864 0.0022756879679547929 -0.0058929943930801408 -0.0026105993758323851 -0.0030627719316993506 -0.0030414504850524845 0.0036202262312419286 0.0026698494851200598 -0.0051956534368570711 -0.00021793688603409745 5.6542115440193139e-05 0.0018113683054660256
leaf_weight=90.270764276385307 7.9671538695693007 31.162820398807526 32.332730066031218 8.7750336974859255 33.446095153689384 23.256484717130661 21.566328644752502 44.225231148302555 24.261748276650906 16.860686076804996 20.717901036143303 7.9031124636530876 5.8781122937798482 39.967442817986012 9.3094394356012362 7.9201890230178824 35.615611620247364 24.183595888316631 6.9813327193260148 10.095645412802698 8.539933927357195 8.1902525871992129 14.698041953146456 8.2462113648653013 3.1246313676238087 4.421329319477084 7.7653786130249483 5.1965091302990913 105.57297774776816 39.860125012695789
leaf_count=874 36 90 153 119 443 99 128 155 66 554 68 29 41 143 32 22 106 74 25 29 57 42 90 176 13 14 71 32 709 143
internal_value=0.000202121 0.000661759 -0.000528317 -0.000249241 -0.00209278 -0.000600272 0.0011078 9.62567e-05 0.00136835 -0.000786148 0.00117441 0.000944623 -0.00268215 0.00121302 -0.000121609 0.00163489 0.00112845 0.00085669 -4.84954e-05 -0.00133509 -0.00301062 8.71202e-05 -0.00160989 -0.000540107 -0.0019868 -0.000895392 -0.00170707 -0.00320005 -0.000167908 0.000940423
internal_weight=708.313 434.744 273.569 232.156 41.4132 113.527 321.217 65.7916 255.425 159.963 231.163 200.001 13.7812 186.219 44.7254 141.494 101.527 93.6064 57.9908 33.8072 15.5213 18.2859 24.0075 143.102 29.2829 20.5078 17.3832 12.9619 113.819 72.1929
internal_count=4633 2170 2463 1984 479 973 1197 283 914 1688 848 758 70 688 190 498 355 333 227 153 82 71 122 1134 249 130 117 103 885 296
is_linear=0
shrinkage=0.00369538


Tree=171
num_leaves=31
num_cat=0
split_feature=1 4 2 2 1 0 1 0 4 4 1 0 0 2 3 3 1 0 0 3 2 2 0 2 4 2 3 2 2 3
split_gain=3.93251 3.3395 3.52003 6.38276 2.91817 2.88268 6.47319 6.07067 5.06493 5.67716 6.98314 7.62977 5.31214 10.2436 5.25408 4.34647 4.18445 5.5355 3.9311 7.13645 4.11662 13.4967 6.15547 4.94283 7.66219 4.11604 3.7156 6.13942 4.02612 4.97179
threshold=89.89935142405001 45.044778924400006 -0.088880000000000001 0.022350000000000005 54.884872733100003 91.109157582800023 67.606656606400023 90.321439350550008 33.96174662340001 38.396531328800009 65.130586668250018 86.474255765850003 81.90387694410002 -0.23168999999999998 0.099465000000000012 0.4149000000000001 66.439865777750015 92.464140480550014 86.345209775600011 0.08079500000000002 -0.083834999999999993 -0.06828999999999999 86.780739992750014 -0.0057149999999999996 40.636252116050009 -0.078549999999999995 0.10487000000000003 -0.059424999999999999 -0.237895 0.091705000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 -1 7 16 8 14 12 18 -12 13 -10 -6 -8 17 -7 26 25 -21 22 -22 -23 -25 -20 28 -28 29 -11
right_child=1 2 3 -5 5 6 15 -9 9 10 11 -13 -14 -15 -16 -17 -18 -19 19 20 21 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.017402915293419228 -0.017300773550398548 -0.018802536895514053 0.020705371636941913 -0.018830249227127342 -0.023846379990538506 0.011922437171680067 0.00025552090508308863 0.010982995140863001 0.022452183451385561 -0.016873108220891418 0.0080965638972181359 -0.02390861033348636 0.010463726543317854 -0.02084324760537554 0.010546997988734841 -0.021681713368946205 -0.020638458351897513 -0.017330276094761295 0.001231174988179767 0.0059817416199933705 -0.0025366580800845911 0.0093446134542461007 -0.025089166313602446 0.0061265426321304856 -0.024698364981993282 0.015864938693611729 -0.0012531694787013975 -0.02081002353268065 0.0014879482686687596 0.0091386091610748815
leaf_weight=2.4995934143662444 6.3722055973485094 2.1020434200763702 3.2719749696552753 1.7474663965404031 4.3013128964230409 3.643607094883917 253.08491562027484 18.823195854201913 2.3284200429916382 7.2685867901891452 3.0810946337878686 6.3808544399216771 31.006610572338104 4.414683546870946 1.7403400540351865 2.544781392440199 7.0765619650483131 3.5750363394618034 7.7340955734252956 28.015374444425106 5.7638743370771399 18.706227317452431 8.1490652114152891 6.0198904648423213 3.5915399640798569 17.478919006884098 15.144735541194679 6.3574338890612117 105.71547517739236 2.8548673018813133
leaf_count=137 480 63 18 51 98 12 1946 70 9 165 17 72 111 97 6 35 60 30 33 100 22 60 58 24 22 99 70 50 606 12
internal_value=0.000395897 -0.00851699 -0.00065738 0.00694146 0.000604225 0.000682531 -0.0005745 0.00179545 0.00119088 0.00151734 0.00057857 -0.0134868 0.00754195 -0.00589317 -0.0139391 3.71368e-05 -0.0115119 -0.00256498 0.00115024 0.00375354 0.00101764 -0.0022755 -0.0157461 0.00434282 -0.00539192 0.011376 -0.000659178 -0.00703544 0.000524392 -0.00953767
internal_weight=590.795 13.4937 7.12148 5.01944 577.301 574.801 269.925 304.877 286.053 280.012 242.262 9.46195 37.7497 6.7431 6.04165 255.63 14.2952 7.21864 232.8 95.459 70.246 42.2306 13.9129 28.3177 9.61143 25.213 137.341 21.5022 115.839 10.1235
internal_count=4633 612 132 69 4021 3884 2083 1801 1731 1627 1410 89 217 106 104 1981 102 42 1321 418 286 186 80 106 46 132 903 120 783 177
is_linear=0
shrinkage=0.0167019


Tree=172
num_leaves=31
num_cat=0
split_feature=0 0 1 3 2 1 3 1 3 3 2 2 2 0 4 1 2 2 2 2 3 0 0 0 2 2 0 2 3 2
split_gain=3.58031 3.73011 6.95464 5.0703 7.96614 3.17397 5.26242 3.48999 6.47239 5.7987 3.04059 3.84006 4.35188 2.87482 3.48693 6.44274 7.76547 4.94468 6.74758 4.406 3.56672 7.13515 2.70819 3.53037 7.51543 7.08697 5.64284 4.29409 4.02125 4.63502
threshold=98.230883170350012 97.491557184450016 77.094225348750015 0.091290000000000024 0.13747000000000004 78.196493182200015 0.087700000000000014 72.62331947780001 0.091705000000000023 0.12140000000000002 -0.61402999999999996 -0.59614999999999996 -0.50748499999999985 122.35979489110001 44.749265482150008 81.339300736700025 -0.18437499999999998 -0.088880000000000001 -0.156745 -0.09280999999999999 0.074735000000000024 104.25302938255003 85.705356740550016 93.972365491700018 -0.056184999999999992 -0.095854999999999996 94.770837556450019 -0.040509999999999997 0.089835000000000012 -0.079369999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -8 -9 -10 -7 -12 -13 14 15 19 -17 18 20 -14 -16 -22 -1 -24 25 -25 27 -26 -27 -30
right_child=5 3 -4 4 -6 10 7 8 9 -11 11 12 13 -15 17 16 -18 -19 -20 -21 21 -23 23 24 26 28 -28 -29 29 -31
leaf_value=-0.0018010910138266726 -0.021293011354127662 0.015353042880550515 -0.023625839670544446 -0.012891296430957939 0.018760112915739174 -0.02335089251427919 0.014086198659288661 0.012615887200780848 -0.024454048351805487 0.0024335405928443093 0.014977184790882227 -0.020346851506082696 -0.015107863035488538 -0.019155248160133313 0.014781256470677941 0.011497851346432865 -0.012703390775329351 0.015101682618654452 -0.02185747698541235 0.0053967651385712712 0.017655588231462533 -0.020604462652011671 0.0027145615203093398 -0.00096362866326496011 0.0079397706187943722 -0.025643854301268559 0.0086798666372274857 -0.026070318897469028 -0.019639955999924373 0.0062519769132032155
leaf_weight=90.251675415784121 6.9802382672205594 13.552724447101356 3.7659450555220237 6.9271761327981931 4.1155340820550919 1.9164552614092816 3.2321531549096134 4.1443262062966815 6.5962950997054559 4.302985392510891 4.9875482423230997 3.71981890592724 3.8343508727848521 2.6001160540617994 6.6273299381136912 5.2316048946231595 24.294746435247365 10.557270688936113 3.7718581408262279 30.202761348336935 2.790371909737587 3.656077777966857 259.09944825340062 28.604811491444707 2.0283143222332001 7.4122772812843349 25.296851996332407 2.9705545427277711 4.8835706580430269 4.1542738676071149
leaf_count=978 125 43 91 44 19 46 15 14 71 32 41 102 43 159 21 52 620 38 76 150 10 81 1195 265 7 84 91 44 50 26
internal_value=0.000389233 0.00114432 0.000752603 0.00796827 -0.00109506 -0.00225358 -0.00798431 -0.00290119 -0.00655097 -0.013839 -0.000864432 -0.00044307 -0.00123362 -0.000473752 6.02263e-05 -0.00225609 -0.00841531 0.00543313 -0.00062621 0.00308688 0.00549913 -0.00404344 0.000968773 0.00171622 -0.00171664 -0.00638297 0.00522299 -0.0122706 -0.0158066 -0.00773865
internal_weight=582.509 453.063 428.468 24.5954 11.0427 129.446 25.256 18.2758 15.0436 10.8993 104.19 102.274 97.2863 93.5665 90.9664 63.5635 29.5264 27.4029 16.8456 34.0371 13.0738 6.44645 424.702 334.45 75.3507 45.0549 30.2957 4.99887 16.4501 9.03784
internal_count=4633 2937 2831 106 63 1696 257 132 117 103 1439 1393 1352 1250 1091 865 672 226 188 193 112 91 2740 1762 567 425 142 51 160 76
is_linear=0
shrinkage=0.0180187


Tree=173
num_leaves=31
num_cat=0
split_feature=1 0 0 1 3 4 3 3 0 1 0 4 1 2 0 0 3 0 4 2 3 0 4 2 3 3 0 2 2 2
split_gain=13.764 13.6367 6.81201 8.05063 6.49944 5.88799 5.76053 5.4966 4.6685 12.3999 6.05921 5.31826 14.5829 16.9263 6.72641 7.18077 6.44068 6.73976 8.76383 9.83316 5.27626 5.21005 5.10895 8.13931 4.55218 5.88306 6.01966 4.82907 9.95934 6.091
threshold=70.348883899450016 85.705356740550016 95.217121606100008 90.937096262400004 0.099855000000000027 37.232443001650005 -0.089139999999999997 0.12001500000000002 91.109157582800023 68.20618276945001 90.321439350550008 38.621016321050007 63.910026677050006 -0.14314999999999997 86.09518316945001 85.823648898300021 0.08079500000000002 86.103248543850015 41.319407281650008 -0.083834999999999993 0.091290000000000024 86.681267041950008 42.027798546600003 -0.033594999999999993 -0.24748499999999998 -0.15849499999999997 113.1679565431 0.059500000000000011 -0.0025899999999999999 -0.051199999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 6 5 -1 -4 -2 -6 10 -10 11 -3 14 -14 15 -13 21 -18 -19 -20 -17 -16 23 -21 -7 -26 27 28 29 -27
right_child=2 8 3 -5 7 24 -8 -9 9 -11 -12 12 13 -15 16 20 17 18 19 22 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0010699382918588779 0.00040746917221261915 0.002697142766588887 -0.0021592927544637364 -0.0030770112453631961 0.0023117421218391927 -0.0028448482563039868 -0.0033563572500462657 -0.0024604790530844667 -0.0024622823123334088 0.001267238109555234 0.0032991586683197502 0.0015791318259425445 0.00077013500019031957 -0.0082278879315284478 0.00033013777379234811 -0.0038166390054909919 0.0047040598466594526 0.0023867135215720169 0.0017954834982908494 -0.0078683408977443647 -3.1889937272015901e-06 0.0038644120228659702 -0.00064270342298485786 -0.00014773194677146983 0.0027972507375132265 -0.00036230686641134649 -0.0051803137215662579 0.0014040505355404928 -0.0057195077373473832 0.002241874404578818
leaf_weight=87.620965225622058 9.2129472754895669 30.084435440599918 19.780664868652821 15.528913252055643 18.548001818358902 7.8558493591845027 22.788790799677372 4.9287536069750777 20.626484323292971 47.518963612616062 22.789593085646629 20.217903457581997 7.8335840925574303 5.9234478175640088 8.7766306176781637 10.434675663709642 7.6735799312591544 34.393376760184765 23.745532609522343 4.6434429138898849 13.333915203809736 28.851840049028397 24.510815814137459 4.1918956488370878 13.807972896844147 97.75592727586627 3.4532801881432524 39.197667248547077 5.0874295383691779 17.012512978166342
leaf_count=874 59 90 281 554 69 68 371 30 128 183 66 68 32 43 33 67 22 106 74 33 55 110 104 16 52 705 42 187 50 61
internal_value=0.000203849 0.000643194 -0.000541516 -0.000289084 -0.00056705 -7.68099e-05 -0.00227279 0.00130985 0.00106929 0.000138375 0.00132571 0.00112548 0.000882418 -0.0031042 0.0011858 -0.000180537 0.00162518 0.00108826 0.000784972 -0.000179955 -0.00167734 0.00304006 -0.00158665 -0.00420532 0.000146857 0.000280155 6.6281e-05 0.000180192 -0.000220059 2.37197e-05
internal_weight=678.13 426.648 251.482 219.48 111.098 203.951 32.0017 23.4768 315.55 68.1454 247.405 224.615 194.531 13.757 180.774 43.9865 136.787 99.1586 91.4851 57.0917 23.7686 37.6285 33.3462 8.83534 184.171 176.315 162.507 159.054 119.856 114.768
internal_count=4633 2203 2430 2000 973 1446 430 99 1230 311 919 853 763 75 688 190 498 355 333 227 122 143 153 49 1165 1097 1045 1003 816 766
is_linear=0
shrinkage=0.00401672


Tree=174
num_leaves=31
num_cat=0
split_feature=1 4 3 3 0 3 1 0 4 1 1 1 2 4 0 0 1 4 3 4 3 3 3 2 2 4 4 1 2 3
split_gain=3.34549 2.96409 2.94403 2.33824 3.16788 2.99232 2.49055 6.86021 4.54424 4.40773 9.25492 7.54649 4.57656 6.21047 4.27467 7.04044 5.48227 5.24825 4.04403 12.6643 4.81585 3.62299 4.75335 3.22362 5.74006 5.11838 7.19377 7.3424 4.07636 6.78584
threshold=89.89935142405001 45.044778924400006 0.078655000000000017 -0.25587999999999994 71.249517373150013 -0.25420999999999999 64.369753017350021 88.350799540950007 42.055256506450007 66.235542959850008 66.859265246100009 65.765062787050013 -0.051199999999999996 37.817254840650008 91.886121982450007 90.321439350550008 67.606656606400023 44.026978245600006 0.08729000000000002 43.118479346150004 0.080545000000000019 0.25799500000000009 0.18642000000000006 -0.059424999999999999 -0.016014999999999998 38.238138001450004 35.119813570500007 83.116371560950014 -0.59614999999999996 0.095235000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5 7 -7 -9 11 -11 12 18 -14 15 16 -12 -17 19 -8 -21 22 23 25 -25 26 -16 -28 -27 -30
right_child=1 2 -4 5 -6 6 9 8 -10 10 14 -13 13 -15 21 17 -18 -19 -20 20 -22 -23 -24 24 -26 28 27 -29 29 -31
leaf_value=-0.025156413775172633 -0.019879256414655856 0.0073510136540512723 -0.021254981865133558 0.017047944346352838 -0.0027372171370684453 0.0011959553637077803 -0.049009550484022474 0.02054134263521798 0.0029793196386462832 0.01586325433081474 0.023406762663664593 -0.034568074926502684 0.006957796946889811 -0.032357347881734937 0.0050845614195058689 -0.033502177846888012 -0.013875160085233373 0.0013986662076929074 0.0088606575794108605 0.018847674739889245 -0.023156339815276761 -0.018648979222005858 0.020336837295333671 0.0100965280443789 -0.00033592001301042138 0.010581317741552026 -0.026831506700400232 0.013491864721432148 0.00044813080295837241 -0.013273432551959169
leaf_weight=2.5690112123265889 5.6004112632945162 4.6826338963583112 1.8653925834223626 4.2231889422982922 25.871821392327547 217.27186212316155 2.1533131655305722 11.901424512267115 10.098466865718363 13.520483843982218 2.9435231387615186 3.4131014347076407 2.3583897501230231 4.0450730007141829 6.4839890785515335 5.3947991169989109 2.9065750986337662 2.2697341181337833 10.318059723824261 3.55657216347754 1.4146329648792741 3.7588427625596514 4.3547229990363112 27.970637963153422 64.998030539602041 11.387443859130142 10.003753349184988 2.0109239583834997 92.696019930765033 15.614491268992422
leaf_count=99 480 65 67 16 212 1328 21 50 41 46 7 33 9 41 72 53 51 16 41 17 60 42 22 115 441 46 141 27 849 125
internal_value=0.000403498 -0.00959455 -0.000798222 0.000618279 -0.0047623 0.000903211 0.000775253 0.00223347 0.01248 -0.000413239 0.000341626 -0.00778806 -0.00395501 -0.0178776 -0.000488537 -0.0110246 0.00488353 -0.0231668 0.00115621 -0.0100017 0.00689479 0.000106548 0.000405882 3.04197e-05 0.0028028 -0.00183463 -0.0112612 -0.0200825 -0.000377816 -0.00153003
internal_weight=577.657 12.1484 6.54803 565.509 28.4408 537.068 532.845 239.272 21.9999 293.573 266.314 27.2591 23.846 6.40346 252.793 13.5146 5.8501 7.66453 17.4426 7.12452 4.97121 239.279 235.52 231.165 92.9687 138.197 18.4987 12.0147 119.698 108.311
internal_count=4633 612 132 4021 311 3710 3694 1419 91 2275 2053 222 189 50 2007 127 58 69 139 98 77 1880 1838 1816 556 1260 240 168 1020 974
is_linear=0
shrinkage=0.0192558


Tree=175
num_leaves=31
num_cat=0
split_feature=0 1 3 3 1 2 1 2 4 4 2 2 0 4 1 2 0 3 0 1 1 4 1 0 1 2 3 1 2 4
split_gain=3.10172 7.12939 2.72553 5.24431 12.2315 5.14622 4.19012 3.90136 5.58044 3.47855 3.34786 4.25703 6.18385 3.65835 3.87964 4.13588 3.18321 4.34803 2.90859 6.32813 2.78326 7.16015 5.49327 7.54143 5.86035 5.19363 5.3681 3.86943 3.86394 7.76974
threshold=100.19345760555002 77.209829048350016 1.0000000180025095e-35 0.080110000000000028 73.007768990450018 0.26056000000000007 55.782817748650011 0.04932000000000001 36.016191615950007 40.21994457600001 -0.017745 -0.047144999999999999 93.308316333500017 37.688226470200007 68.20618276945001 -0.26416999999999996 78.252950803000019 0.10487000000000003 79.271876434400014 59.240174904450008 75.28220456885002 40.636252116050009 71.053259929650025 95.988709089550014 73.007768990450018 0.13747000000000004 0.093955000000000025 74.757955233350017 -0.10771499999999999 39.427119987250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 9 6 -1 10 -9 -4 11 13 -13 14 15 -8 17 -5 -18 -20 22 25 28 -24 -25 26 -22 -26 -21 -30
right_child=1 -3 3 16 -6 -7 7 8 -10 -11 -12 12 -14 -15 -16 -17 18 -19 19 20 21 -23 23 24 27 -27 -28 -29 29 -31
leaf_value=-0.019771352130602785 -0.022015658429531276 -0.0013384295824493664 -0.0015468454961785742 -0.020665447570311503 -0.020364503264251935 0.0127958410320446 0.01134650049713962 0.010360982111519092 -0.023149694873718131 0.012883008111057814 0.010687915541447374 -0.033538176460955547 0.0016392737168066504 0.00097346809049465432 0.0034747878813191704 -0.025291890960283944 0.016706496440255372 0.010118223309928521 -0.022192406022346574 0.0051481286513059537 0.0020115080961186239 0.011349909580509391 -0.017348826019964333 0.0079645222687287631 -0.024654049992536974 0.015199822082327863 -0.024460362039155283 -0.0009605961937743673 0.006351095233513856 -0.0017757613990820628
leaf_weight=4.0383008560165754 5.1785470508038989 96.607902961783111 5.8617162760347119 4.3857738999649873 4.197628714144229 6.8092072121798983 1.1075035184621809 2.0241292119026175 5.3003293182700872 30.788974379189312 6.8403037600219241 2.9321076851338139 2.9598955735564232 58.552899425849319 3.7404289096593857 5.0452699735760671 3.4864766150712958 1.9554179459810255 3.4481379203498355 63.124507244676352 4.4471985027194005 23.023232714273036 11.318988621234896 11.784242041409017 3.4820169880986196 2.8368479982018462 4.5867564268410206 4.8776814639568329 46.063439041376114 140.26231504045427
leaf_count=168 77 1435 31 78 89 26 10 7 54 178 26 29 12 433 25 128 13 10 42 314 21 111 207 48 35 12 53 28 192 741
internal_value=0.000326403 -0.00239042 0.000915677 0.00159373 0.00739577 -0.00160906 -0.00266898 -0.00188861 -0.013889 0.0105752 -0.00080586 -0.00186347 -0.0158665 -0.000658059 -0.0103142 -0.018697 0.000873537 -0.0111728 0.00111022 0.000939899 0.00119247 0.00576554 0.000624418 -0.00613568 0.00016504 -0.00506525 -0.0114289 -0.0108295 0.00147706 0.000233359
internal_weight=571.068 101.786 469.282 369.931 40.8483 99.3504 92.5412 88.5029 7.32446 36.6507 81.1784 74.3381 5.892 68.4461 9.8932 6.15277 329.083 6.34119 322.742 319.255 315.807 34.894 280.913 31.4629 20.1439 11.8708 9.03395 8.3597 249.45 186.326
internal_count=4633 1512 3121 2203 298 918 892 724 61 209 663 637 41 596 163 138 1905 88 1817 1804 1762 197 1565 318 111 86 74 63 1247 933
is_linear=0
shrinkage=0.0171685


Tree=176
num_leaves=31
num_cat=0
split_feature=1 0 0 1 4 2 4 2 1 3 2 0 0 1 4 4 3 2 2 3 3 0 4 3 3 4 4 2 1 3
split_gain=14.7861 14.0107 7.08776 7.69115 12.1449 10.827 7.02112 6.9798 8.12365 9.28663 5.33544 5.02526 4.87055 7.05976 11.9335 8.0661 4.84723 4.75081 5.92362 4.7438 4.68301 11.6216 4.45649 5.999 4.39874 11.6855 4.13355 4.03897 4.07973 3.94643
threshold=70.182199495350019 85.732241321850012 94.625660817400004 81.339300736700025 44.749265482150008 -0.051199999999999996 44.578137159850009 -0.18437499999999998 83.602982482550019 -0.15544999999999998 -0.160525 122.35979489110001 102.21786657775002 74.257902021100008 39.896141435400004 35.374259656300005 0.070640000000000022 -0.088880000000000001 -0.156745 0.099855000000000027 0.074735000000000024 104.25302938255003 35.119813570500007 0.10487000000000003 0.083395000000000011 42.081757894750005 38.238138001450004 -0.079369999999999996 80.677940036650014 -0.15544999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 10 5 7 12 -3 8 -5 -10 -2 17 13 15 -15 -4 -7 18 20 29 -6 -22 -21 -24 -18 26 -26 28 -14 -1
right_child=2 6 3 4 11 16 -8 -9 9 -11 -12 -13 27 14 -16 -17 24 -19 -20 22 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00037242050166658624 0.00027374219248454848 0.001240900901804648 0.0052646560321485281 0.0035816640411348039 0.0040034660250872437 -0.00098019777437405265 -0.0017973028115920795 -0.0034659997057784669 0.0038010973202494093 -0.0048412527370128118 -0.004287875749781153 -0.0043797680915363853 -0.0051682152923147257 -0.0026353918101521723 0.0016066391900397823 -0.0023256553268870698 0.0037798804244397362 0.0032466811032799379 -0.004690698189140247 0.0043760723739205412 0.0051067137717734946 -0.0046675930008025848 0.0022236337986671307 -0.0023671856822567784 -0.0006104844780209902 -0.0034898855678858419 0.0029181926559737653 0.00050774901139380294 0.00089038153335850806 -0.0014644110969818473
leaf_weight=25.45184790622443 5.7635310888290432 285.23579628765583 2.3404553309083012 5.4260545745491973 5.1343579553067737 10.906494069844483 12.291503217071293 35.660602316260338 2.6661190148442975 6.9407561346888533 12.781453443691133 2.7896007765084496 8.7930246368050557 13.656443014740942 41.47730278596282 29.602983865886927 14.14961977675557 10.45036583021283 3.4991590250283506 4.9663655906915691 3.1053038239479065 4.7937364336103201 9.8096194826066512 8.0107492282986623 6.4378217607736579 6.7512549497187129 25.568754620850086 4.3351825568824998 2.1411392092704764 62.910626612603664
leaf_count=253 43 1090 5 25 14 68 87 699 30 157 194 69 114 122 172 320 37 38 55 15 6 76 34 52 44 53 83 28 11 639
internal_value=0.0002003 0.00066995 -0.000523513 -0.000347056 -0.00134588 0.000136641 0.00111539 -0.00251774 -0.000268309 -0.00244281 -0.00287019 0.000649445 -0.000656713 -0.000297158 0.000555902 -0.00176952 0.00140904 0.00116938 -0.000143691 -0.000522406 0.00107707 -0.000825077 0.00107884 0.000159933 0.00190157 0.00121584 0.00220843 -0.00270716 -0.00398181 -0.000935332
internal_weight=673.848 408.677 265.172 246.627 80.4661 166.16 297.527 50.6935 15.0329 9.60688 18.545 29.7725 102.347 87.0772 55.1337 31.9434 63.8139 26.9829 16.5326 111.149 13.0334 7.89904 22.7867 17.8204 52.9075 38.7578 32.0066 15.2693 10.9342 88.3625
internal_count=4633 2170 2463 2226 1169 1057 1177 911 212 187 237 258 772 619 294 325 285 189 151 993 96 82 101 86 217 180 127 153 125 892
is_linear=0
shrinkage=0.003936


Tree=177
num_leaves=31
num_cat=0
split_feature=0 2 3 4 2 4 4 4 0 0 0 0 4 4 4 1 3 2 0 1 0 0 0 2 2 1 3 0 0 1
split_gain=3.02751 2.40713 8.99999 4.0724 6.23158 3.65075 3.13832 4.48528 3.06595 6.51877 4.64182 8.04088 3.36894 2.8211 4.04875 6.31563 7.26651 6.84649 4.24727 4.4046 4.69283 3.93524 3.68197 3.29587 3.23412 3.28857 3.18869 3.17632 2.85645 5.67718
threshold=122.35979489110001 -0.237895 0.091705000000000023 44.202975721700007 -0.24150999999999997 43.521589032450009 35.476804824450006 39.065416244600009 98.230883170350012 97.886760529650019 87.727077254650013 86.264556031700025 36.952388736350009 49.292797572200008 47.927946529500012 82.788379669050016 -0.098985000000000004 -0.084729999999999986 84.226704768850013 58.309968391300011 76.535026057600007 81.90387694410002 67.058211147750015 0.63131000000000015 -0.15734499999999998 87.143681840350013 1.0000000180025095e-35 118.55293817840001 93.972365491700018 71.830224329350003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -8 9 10 11 12 -1 14 15 18 17 -17 19 20 22 -21 -3 28 25 -15 -16 -26 -20 -30
right_child=-2 13 5 -5 -6 -7 7 -9 -10 -11 -12 -13 -14 24 26 16 -18 -19 23 21 -22 -23 -24 -25 27 -27 -28 -29 29 -31
leaf_value=0.013753782216387225 -0.02082332902021489 0.032663906345609998 0.016526030436120671 -0.023051873959675843 0.01972856002495358 0.020238726658090331 -0.020716947666016026 0.0024141018092064485 -0.022976333573434857 0.02651273973387154 -0.02710234766869735 0.022436455627289863 -0.024094686325090684 -0.010341694610700666 0.001865045138985095 0.021384806678570688 -0.015790706136434747 -0.024447675047654108 0.0027694806643376942 -0.023662518773098312 0.016744711177056212 -0.0039985551751432393 -0.012016842831855796 0.014248319670954412 -0.022770177102484947 0.012383070216587098 0.015787252633961631 0.020923768027117342 -0.0075879660412307452 0.0016354041845195138
leaf_weight=1.1351342378184286 2.5959531594999126 0.79705434106290507 4.4875383526086834 7.6660505002364507 3.0419040648266664 4.6768389903008929 3.891395669430497 19.502216621302068 5.5263120438903561 2.0779897198081008 4.5442844536155453 3.1760324388742447 4.5908219628036022 5.4341614376753586 12.713399425148966 4.6089112879708409 17.186405518557876 1.7365076458081627 263.7428811788559 7.2093655588105312 5.307719174772501 8.6805309783667308 6.8270825259387493 8.1084360405802709 5.7640481991693369 4.5092601059004664 12.751999065279959 0.72479387000203122 34.846621409058571 99.756442375481129
leaf_count=14 179 6 24 181 15 21 46 105 155 5 38 7 94 48 60 28 517 55 1254 207 19 56 203 46 178 34 55 4 375 604
internal_value=0.000372256 0.000469637 -0.00311293 -0.0105638 -0.00659014 0.00415495 0.00145703 -0.00143362 -0.0103933 -0.00591401 -0.0109252 -0.00266717 -0.0165915 0.000929824 0.00120182 0.000778062 -0.00914839 0.00884214 0.0013147 -0.00598264 0.00254187 -0.0129202 -0.00734576 0.00183216 -0.00708624 -3.62002e-05 0.0088367 -0.0178896 0.00157943 -0.000752382
internal_weight=567.618 565.022 64.3165 31.7585 24.0925 32.558 27.8812 23.3936 21.0506 15.5243 13.4463 8.90199 5.72596 500.706 484.273 458.808 23.5318 6.34542 435.276 28.8218 12.9319 15.8899 7.62414 406.454 16.4323 9.94342 25.4654 6.48884 398.346 134.603
internal_count=4633 4454 705 509 328 196 175 151 313 158 153 115 108 3749 3485 3370 600 83 2770 491 228 263 209 2279 264 82 115 182 2233 979
is_linear=0
shrinkage=0.0196719


Tree=178
num_leaves=31
num_cat=0
split_feature=0 3 3 0 2 4 4 2 0 4 4 3 2 0 4 2 4 4 4 3 1 4 3 2 2 1 0 1 0 1
split_gain=2.78733 2.88447 2.38197 3.44113 2.9103 2.37472 4.20606 2.65829 2.6308 2.19729 3.36228 2.80269 4.14322 1.91463 1.76721 4.19551 4.29035 3.55795 5.43872 3.34584 2.91264 2.90591 2.81176 2.77718 2.61881 2.19399 7.91736 7.16486 5.12821 3.78987
threshold=113.1679565431 -0.15544999999999998 -0.27297999999999994 93.047535894850014 -0.23557500000000001 48.914776625700007 41.489621506400006 -0.14314999999999997 89.237990724000014 33.036871954450007 33.361153777850006 0.088565000000000019 -0.10771499999999999 118.55293817840001 49.064150740050003 -0.15734499999999998 49.960114208400007 47.927946529500012 45.700098835450007 1.0000000180025095e-35 88.512107028750009 45.044778924400006 0.079205000000000012 -0.088465000000000002 0.63131000000000015 66.859265246100009 92.168410086200012 66.235542959850008 90.321439350550008 67.606656606400023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 4 -1 6 7 8 -6 11 -11 12 -4 -2 17 16 -16 18 20 -19 24 -22 -18 -20 25 27 28 -12 29 -27
right_child=1 -3 9 -5 5 -7 -8 -9 -10 10 14 -13 -14 -15 15 -17 22 19 23 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.03060473015014166 -0.014566293975641671 -0.019466820704711355 -0.029605334636800963 -0.029312103247843863 -0.031772239208040398 0.018881061762878282 -0.032864371350485262 0.014785818924595708 0.013626618346334392 0.023174261756714575 0.0016791754501401118 -0.028825113290522845 0.015726864467649176 0.014560888647292727 -0.01421934162137368 -0.02234148266059904 -0.00069714174003773625 -0.0010487314428658597 -0.021273007828772481 0.018710893580082377 -0.025194437474100637 0.030350730412837444 0.0278998221584013 0.000225132126010817 0.014719351968271616 0.022764981519848265 0.00050167559605570722 0.019376738782157125 -0.030870592790783091 -0.017435589878000514
leaf_weight=1.7013898836448795 1.903949682600796 7.2019470082595927 1.5948378862813113 3.0967913866043082 1.6469789445400231 2.8945205286145219 2.0867205024696887 4.3108114153146735 1.0840849652886388 3.4978151731193057 246.7370107639581 2.8764397948980331 2.929325256496667 2.9418396623805165 5.2352057397365588 5.5871720341965547 3.7275208905339241 7.2390919514000442 8.4849259704351407 11.148151081055401 3.5805373550392678 0.55751913785934437 3.3379838205873966 4.8294360702857366 7.3964772000908843 2.0475542247295362 187.93640473205596 12.300751544535158 7.04304264113307 2.9054749319329858
leaf_count=37 42 365 41 58 55 9 57 19 4 15 1481 49 31 56 44 173 43 38 147 42 205 1 12 34 45 6 1363 42 68 51
internal_value=0.000384426 -0.0103834 0.000621236 -0.00776326 -0.00290099 0.00101936 -0.00464427 0.0037182 -0.0137513 0.000886849 0.00105993 -0.0113586 -0.000253441 0.00311658 0.000911202 -0.00607877 0.001308 0.00116018 0.000788823 0.0109315 0.00119246 -0.0177109 0.012813 -0.0134751 0.00136019 0.0011449 -0.000636144 0.00251957 -0.0184618 -0.000816901
internal_weight=559.862 12.0477 547.814 16.8213 13.7245 12.0231 9.1286 7.04188 2.73106 530.993 523.592 7.4006 4.52416 4.84579 520.094 17.8879 12.3007 502.206 483.819 18.3872 470.505 4.13806 7.0655 13.3144 466.367 458.97 199.932 259.038 11.9961 4.95303
internal_count=4633 463 4170 239 181 144 135 78 59 3931 3810 121 72 98 3795 272 99 3523 3443 80 3262 206 55 181 3056 3011 1488 1523 125 57
is_linear=0
shrinkage=0.0226314


Tree=179
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 2 2 1 3 0 4 2 3 1 1 0 1 3 3 1 3 1 0 4 2 2 0 0 0 0
split_gain=11.4183 10.7962 6.38984 7.12924 10.9121 5.81338 8.7307 5.63493 5.49126 5.47943 5.25679 8.54689 6.3812 5.19187 8.57667 5.00324 10.3821 4.90985 8.0929 4.79892 4.76263 4.62602 4.44419 4.32876 4.20445 6.37295 6.20548 4.81402 4.59534 5.30908
threshold=70.348883899450016 85.990333302400003 95.44832900530001 102.75018128760001 44.749265482150008 0.70681500000000008 0.22387500000000005 80.677940036650014 -0.089139999999999997 122.35979489110001 43.895345911700005 -0.16533 0.094595000000000026 71.053259929650025 70.816675614150014 91.109157582800023 68.20618276945001 0.075320000000000012 0.078385000000000024 78.196493182200015 0.09803000000000002 77.04583310240001 90.321439350550008 38.324118171300007 0.17437500000000003 0.0027500000000000003 85.931187223550012 71.096275259750016 85.866664228400012 68.257263473950005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 8 5 -5 6 10 -6 -2 17 12 -12 23 14 -10 22 -17 -9 -19 20 -14 -22 -3 -4 25 26 27 -1 29 -27
right_child=2 15 3 4 7 -7 -8 9 13 -11 11 -13 19 -15 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.0042802290148712119 0.0004473811888491387 0.0011131617025337346 -0.0010676162783001967 -0.0024279609590487972 -0.0037233684164705446 0.00367428775906678 -0.0035509521675791515 0.0032938083382640557 -0.0042954285439932328 -0.0041165321189266888 0.0014925506130941512 -0.0038822420195355062 -0.005305701737394114 -0.0042645670299926207 0.0027495602911402767 -0.0021066305168850629 0.00107881808897282 -0.004195942258236848 0.0018935589902225451 0.0013000370648596979 4.4279630722800465e-05 -0.0047997381350583989 0.0028967849530667457 0.0015839921130246866 0.0020341763010202352 0.0035557890224463297 -0.0039702160889082813 0.00011884806567402618 0.0030994826020454931 -0.0051972614312520747
leaf_weight=3.557553293183445 9.5141851939260942 173.25903288275003 9.805621322244404 41.252582209184766 3.9556417614221564 6.6553155034780493 8.4832462295889837 11.948550362139946 4.766416674479844 2.6246575601398936 7.1667379997670677 9.616064574569462 4.1807450316846397 14.893533255904911 4.8277142755687237 20.119336180388927 48.273558743298054 4.3300029858946791 10.08197678811848 10.861066669225691 14.281304113566877 3.3848533593118182 21.832218810915947 66.468859024345875 10.393329612910746 1.0914252419024695 5.7561368420720092 117.10999260097742 1.3950052335858334 8.0959156993776542
leaf_count=105 61 678 79 889 46 25 67 38 83 69 39 134 38 288 17 128 183 91 61 46 73 39 66 247 45 16 42 792 4 144
internal_value=0.000175574 0.000557119 -0.000453777 -0.000216542 -0.00115123 0.000275622 0.000107135 0.000447645 -0.00195453 0.00101687 0.000353884 -0.00158705 0.000652779 -0.00288775 -0.000750429 0.0010088 0.000141745 0.00152799 6.40006e-05 -0.000723861 -0.00173003 -0.000883839 0.00131276 0.00124311 -0.000250286 -0.000423586 -0.000191119 -1.08467e-05 -0.00320079 -0.00415743
internal_weight=659.983 410.884 249.099 215.097 74.1934 140.904 134.248 32.9408 34.0018 28.9852 125.765 16.7828 108.982 24.4877 9.59413 263.484 68.3929 26.3605 14.412 32.708 21.8469 17.6662 195.091 76.2745 147.399 137.006 126.424 120.668 10.5823 9.18734
internal_count=4633 2203 2430 1981 1194 787 762 305 449 259 695 173 522 388 100 1055 311 190 152 196 150 112 744 326 1148 1103 939 897 164 160
is_linear=0
shrinkage=0.0037255


Tree=180
num_leaves=31
num_cat=0
split_feature=1 0 0 2 4 2 1 2 4 3 3 1 3 1 1 4 1 1 3 3 1 2 0 0 4 3 3 4 0 2
split_gain=8.11083 7.2794 6.07462 5.55604 5.33773 5.19616 9.11141 9.4153 4.44669 7.79709 4.2318 9.02386 8.50056 11.1332 6.86109 6.96735 6.48777 5.84582 5.81609 7.36483 5.1156 5.63294 4.38931 4.18607 4.95644 7.48202 7.99844 4.03923 7.34279 5.49237
threshold=70.182199495350019 85.990333302400003 94.625660817400004 -0.160525 44.279556297950009 -0.051199999999999996 81.339300736700025 -0.043559999999999995 42.081757894750005 0.088350000000000026 0.072890000000000024 74.257902021100008 0.083555000000000032 83.602982482550019 83.116371560950014 40.00488309970001 87.143681840350013 75.28220456885002 0.088755000000000014 0.10821500000000002 87.313054702550019 -0.088880000000000001 113.1679565431 100.19345760555002 35.374259656300005 0.094780000000000017 0.091885000000000022 41.873095646600007 85.823648898300021 -0.082654999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 -2 -3 10 8 -8 -7 -10 11 -4 16 14 15 23 -12 -17 -19 -20 -18 -22 -13 24 -14 26 -26 -1 29 -29
right_child=2 4 5 -5 -6 6 7 -9 9 -11 12 22 13 -15 -16 17 20 18 19 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0006985381868135623 0.0010503978528850005 0.0016279907040432165 -0.0084736523687266637 -0.0065208434228498985 -0.0025951476634618331 0.0030215877846783484 0.0083660555502734994 -0.0038065395385999427 0.0015634575232990416 -0.0087618978801891085 -0.0064934433363744645 0.0030300875123880108 0.0061489296894917224 -0.00722684231754418 0.0084292834090247959 -0.0018301846646815599 0.0066715174177815499 0.0056327422562746617 -0.002321966278209148 0.0060975177920383136 -0.0054673930138066963 0.0069013088445590669 -0.0035910874057432565 -0.0075399993886201 -0.00406230476883967 -0.0078970928517548278 0.0081775241205188642 0.00018815711904458086 -0.008898206022533179 -0.0039834014938185591
leaf_weight=70.636481317691505 5.1729254303500083 234.3047489002347 3.3615595772862461 11.348598742857574 11.510958574712275 45.601815141737461 2.6318518742918995 20.278243197128177 12.063536286354063 3.4473119825124732 19.041020989418033 24.019080232828859 2.6142331697046819 8.3257663045078498 3.5030952394008628 16.674865763634443 2.6513203233480445 13.340863175690176 12.072094418108465 5.5643986389040938 6.7022342728450885 1.6902671474963415 4.3325690664350978 5.6403602994978419 4.8078089877963048 6.2445412576198569 3.3012019321322441 46.841253357939422 4.4442418143153182 15.366546444594858
leaf_count=547 43 934 42 194 88 195 8 403 59 31 308 139 9 243 8 130 8 39 68 18 204 18 86 82 46 74 8 353 38 210
internal_value=0.000256662 0.000806496 -0.000605109 -0.00415027 0.00143023 -0.000348115 0.00084827 -0.00240818 0.00206906 -0.00073137 -0.00104674 0.00090614 -0.00159885 -0.000589813 0.000159317 -0.000253014 -0.0043521 0.0010603 0.00261622 0.000334422 -0.00066013 -0.00297631 0.00201827 -0.00302114 -0.001519 -0.00291557 0.000920565 -0.000310303 -0.00137945 -0.0008423
internal_weight=627.536 383.104 244.432 16.5215 245.816 227.91 84.0228 22.9101 61.1127 15.5108 143.887 31.7132 112.174 82.0892 73.7635 70.2604 30.0848 47.6522 30.9774 17.6365 11.0438 8.3925 28.3516 22.6081 16.9678 14.3536 8.10901 137.289 66.652 62.2078
internal_count=4633 2170 2463 237 1022 2226 696 411 285 90 1530 267 1263 725 482 474 538 255 125 86 230 222 225 219 137 128 54 1148 601 563
is_linear=0
shrinkage=0.00605478


Tree=181
num_leaves=31
num_cat=0
split_feature=0 4 4 0 1 0 3 3 2 2 1 0 0 0 0 4 0 3 0 3 2 4 2 4 2 4 4 2 4 1
split_gain=7.47215 7.70618 6.5282 8.08228 4.64386 4.46817 4.0092 7.75289 3.87179 3.83544 4.19875 9.23876 11.5791 6.92886 5.72636 5.20742 4.78042 4.29018 4.25153 4.06003 8.37833 8.11231 6.32151 4.45213 6.92841 4.59997 4.04096 8.12797 9.55509 4.16652
threshold=102.75018128760001 44.749265482150008 44.461493122800007 75.381677519650012 80.677940036650014 113.32926403090002 0.075320000000000012 0.078385000000000024 0.11873000000000002 0.70681500000000008 66.859265246100009 91.886121982450007 90.321439350550008 90.321439350550008 89.861713010250014 37.995872310650007 86.09518316945001 0.25799500000000009 86.103248543850015 0.08079500000000002 -0.079369999999999996 41.319407281650008 -0.083330000000000001 42.027798546600003 -0.033594999999999993 42.283941020600004 41.873095646600007 -0.105535 43.847983878700006 62.186725015400008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 6 -6 -8 -4 10 13 12 15 14 16 -12 26 -13 -18 20 -20 -21 -23 24 -24 -25 -5 29 -29 -28
right_child=1 4 8 9 5 -7 7 -9 -10 -11 11 17 -14 -15 -16 -17 18 -19 19 21 -22 22 23 25 -26 -27 27 28 -30 -31
leaf_value=-0.0049600376842864943 -0.0036457394341703861 -0.0060440214790532234 -0.0010728107027389718 0.0010624622602185942 0.0067071900260731697 -0.0021709294088491007 -0.0069508654068256726 0.0045506456836072063 -0.0077216100964654713 0.0053294664517017278 0.0063364820414801458 0.00058701099424460451 -0.010741211738504095 0.0045017536956260878 -0.0048471521510592532 -0.0049455791968962956 0.0070410723237474557 -0.0062113368049653995 -0.0015409193269232489 0.0028848964876093982 0.0055084601729826887 0.0018678261358101552 -0.011434429486591775 0.0042927665097729061 -0.00038747231857034397 -0.0024392626542838591 -0.0013450547019758102 -0.00473055444482151 0.0043076819711484714 0.0068289468249376484
leaf_weight=9.4985043164342624 36.11043150164187 3.5885517410933998 51.828835630789399 68.71266371384263 7.7010824233293595 8.6317964699119312 3.4150130264461023 6.9285942818969488 3.6599052120000115 7.3764615803956977 3.3865296244621259 181.33227576874197 6.6735196895897388 23.834447309374809 6.4152696058154097 3.0215589720755816 5.9635952711105338 3.6969671472907057 9.0830617584288103 49.749109610915184 23.885622449219227 23.505196616053581 4.6406063139438629 5.0847511440515545 4.2411516606807727 17.935766287147999 4.156816825270651 24.56542190164328 5.6075434014201155 5.872605012729764
leaf_count=348 889 46 534 324 21 131 81 26 54 32 9 1029 61 81 34 32 22 37 40 173 111 81 35 15 17 87 24 216 20 23
internal_value=0.0002839 -0.0016969 0.000521339 0.000747719 0.000628336 0.00152591 0.00329432 0.000753343 -0.00151135 0.000858647 0.000790136 9.24461e-05 -0.00498153 0.00127811 0.000981932 0.00101673 0.00112974 0.000451177 0.00187636 0.00165338 0.00356632 0.00105363 -0.000590621 -0.00240197 -0.00615937 -0.000952298 0.000141988 -0.00143126 -0.00305083 0.00344113
internal_weight=620.104 66.3755 553.728 498.239 30.265 26.6765 18.0447 10.3436 55.4887 488.741 481.364 198.111 13.0816 283.254 259.419 6.40809 253.004 185.029 144.089 138.125 32.9687 105.157 55.4075 31.9023 8.88176 23.0205 108.915 40.2024 30.173 10.0294
internal_count=4633 1194 3439 2851 305 259 128 107 588 2503 2471 1168 102 1303 1222 41 1188 1066 581 559 151 408 235 154 52 102 607 283 236 47
is_linear=0
shrinkage=0.00624749


Tree=182
num_leaves=31
num_cat=0
split_feature=0 4 2 4 0 2 0 3 0 2 0 3 3 2 4 0 4 2 4 4 1 2 3 4 4 0 2 1 2 4
split_gain=2.93093 6.45122 5.18835 3.5294 4.37442 3.52014 3.98883 3.34614 3.14683 2.97852 3.15363 3.14487 4.36023 3.76709 4.03399 3.75952 5.06422 3.09285 3.08754 3.99994 3.07424 4.3716 2.96155 7.27695 5.58783 4.12865 4.95962 3.91124 3.70824 8.53818
threshold=102.75018128760001 40.00488309970001 -0.24023999999999998 44.461493122800007 75.381677519650012 -0.61402999999999996 81.90387694410002 0.096480000000000024 102.32271644485002 0.70681500000000008 98.230883170350012 0.087475000000000011 0.084805000000000019 -0.083330000000000001 37.817254840650008 100.53758024625002 43.426369480700011 -0.094409999999999994 40.165165956550005 41.11191809080001 78.27445846800002 -0.14510999999999999 0.087785000000000016 41.243661560350013 41.16018805045001 97.491557184450016 -0.24150999999999997 75.085947125300024 -0.11334499999999999 39.476991512000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -5 -7 -4 9 10 22 12 15 17 -15 -12 -17 20 -16 -20 21 -13 25 24 -24 26 -6 28 29 -28
right_child=1 2 7 5 8 6 -8 -9 -10 -11 11 13 -14 14 18 16 -18 -19 19 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.012117333510409526 -0.015559070678565413 -0.019639189477478732 0.0021020795287919483 0.018512768151455 -0.0085569869281179652 0.0021530488998102652 -0.0080727047342525147 -0.021161073044439028 0.012077816107275489 0.013268500916839883 -0.018631001023378752 -0.02347114382485474 -0.026845750395273787 0.0086748588566132392 -0.025241751548155875 0.0078904202667091274 -0.019544288669689984 0.017325098212248001 0.0064966022253024388 -0.018166280846146517 0.0087391554895853586 0.0059918895207328998 0.0020671279274711864 -0.0035571884775251234 0.018015050419105831 0.015478785279148928 -0.0065416033595344682 -0.011160392351418262 0.0025307183019590185 0.013684626913914468
leaf_weight=7.1056534191593519 10.395735356491057 3.8830376775003961 41.560178413055837 2.0556466951966277 10.856996683403848 17.483543815091252 31.569947319105268 1.9075439684092987 8.0917772129178029 6.0196908488869658 4.1131332758814123 2.8133415058255204 3.2190549783408633 3.9974763169884673 3.3439266793429834 7.660014506429432 2.6787231117486954 4.7952773347496978 3.9870048239827156 3.7775986902415752 7.242525078356266 3.1472412608563909 110.5263895932585 86.748041583225131 6.8842110484838477 7.7699740007519713 8.0523376949131471 5.2438606303185216 123.45766310580075 26.143753342330456
leaf_count=348 459 101 590 6 104 121 461 44 30 32 55 31 34 25 36 42 62 14 17 27 35 17 524 513 23 23 58 43 671 87
internal_value=0.000359031 -0.00330774 -0.000617996 0.000775206 0.00125322 -0.00350537 -0.00442806 0.0010812 0.00146408 0.00126998 0.0011045 -0.00291907 -0.00876936 0.000203774 -0.00612021 -0.00474297 0.000782203 0.00551148 -0.0114443 -0.00550227 0.00122086 -0.0079144 0.0016342 0.00021509 0.00300221 0.00323026 0.00268253 0.00343164 0.00391699 0.00892185
internal_weight=566.531 57.7465 47.3508 508.785 457.676 51.1091 49.0535 43.4677 450.57 442.478 436.459 50.7753 17.6709 33.1044 15.106 14.4519 10.3387 17.9984 11.1085 7.7646 13.2031 5.96058 385.683 204.159 117.411 181.525 173.755 162.898 157.654 34.1961
internal_count=4633 1194 735 3439 2851 588 582 634 2503 2473 2441 395 193 202 105 159 104 97 80 44 83 48 2046 1060 547 986 963 859 816 145
is_linear=0
shrinkage=0.0171747


Tree=183
num_leaves=31
num_cat=0
split_feature=1 0 0 3 1 4 4 3 3 3 3 2 4 2 3 2 4 0 2 3 2 0 0 1 2 1 4 1 4 3
split_gain=10.423 10.6405 6.59529 7.2001 6.96142 5.77644 5.24793 5.10568 6.56316 4.48458 12.1219 10.7834 6.64515 4.70563 6.50829 10.693 4.38446 8.32279 6.50897 6.28406 5.55604 4.80172 5.0493 5.10511 4.92686 6.17562 4.86715 4.74837 4.57858 4.26377
threshold=70.182199495350019 85.990333302400003 95.217121606100008 -0.089139999999999997 90.937096262400004 37.232443001650005 44.279556297950009 0.090465000000000031 0.092675000000000021 0.08759500000000002 0.092895000000000019 -0.016014999999999998 41.559097512700014 -0.072755 0.10249000000000003 -0.16164499999999998 41.873095646600007 85.823648898300021 -0.124155 0.10487000000000003 -0.082654999999999992 85.799452775150016 85.431134011250023 61.076391807500009 -0.087660000000000002 62.186725015400008 48.393869453650005 58.309968391300011 39.476991512000005 -0.24748499999999998
decision_type=2 2 2 2 2 2 2 2 2 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 -4 9 -5 -9 -3 11 -11 13 14 -12 -16 18 20 19 27 21 22 23 26 25 -24 -18 28 -1 -7
right_child=2 6 4 7 -6 29 -8 8 -10 10 12 -13 -14 -15 15 -17 17 -19 -20 -21 -22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026807745860672303 0.0011271727122913054 0.0020606513521081852 -0.0025118477543865001 -0.0054778926597992229 -0.0034403505092574188 -0.0032173072801306626 -0.001773046428662818 0.0029615364600738305 -0.0043738612805238235 -0.0002989736098205046 0.00272771622581988 -0.0069745422339340807 -0.00027928326867825235 0.003679145743630278 0.0028797868453397245 -0.0072687272912354203 -0.0056988081266699797 -0.0071824642439680527 0.0013121683851131315 0.0041677960068386109 -0.0031315399875116189 0.0054916243960943505 -0.0067943384944085354 0.0030087172643035488 0.0020957764160398039 0.0014914853741432961 0.00032001005870119009 -0.00490998312861582 0.0060068081831743331 0.00040459945906071843
leaf_weight=3.8336705435067477 9.3490048795938474 120.76984044909477 18.318047878332436 14.906440428458156 13.849417555145918 7.4868051502853623 11.962627731263636 4.6827123127877694 6.347298838198185 29.731375478208065 17.915470667183403 6.5178972855210295 25.80680950731039 35.559803672134876 4.6371349543333054 4.5387820377945882 3.6993279289454284 4.7640318050980559 53.608088172972202 3.208417482674121 16.091057857498527 3.345910668373107 7.0723587498068792 12.510516697540877 3.4022575616836539 2.7638770341873169 15.019047766923903 10.557127756997941 2.0605989396572113 175.59954759851098
leaf_count=75 61 462 281 294 554 68 88 24 81 122 58 44 103 104 15 26 81 38 241 13 210 7 66 105 14 10 70 213 5 1100
internal_value=0.000225816 0.000697268 -0.00052571 -0.00240927 -0.000216948 4.70686e-06 0.00126693 -0.00368401 -0.00125967 0.00141508 0.000789891 -0.00149929 0.00172798 0.00255479 0.00107898 -0.00214008 -0.000335975 -0.0011893 0.000463777 -0.0018496 -0.000742509 6.1494e-05 -0.000347092 0.000684145 -0.00277972 -0.00446611 -0.000869494 -0.00302314 0.000356349 0.000256492
internal_weight=649.915 399.376 250.539 35.2855 215.254 201.404 257.44 25.9365 11.03 245.477 124.707 36.2493 88.458 62.6512 27.0914 9.17592 141.936 68.6684 73.2679 19.6598 63.9044 47.8133 44.4674 31.2289 13.2385 9.83624 18.7184 16.4514 5.89427 183.086
internal_count=4633 2170 2463 460 2003 1449 1022 399 105 934 472 166 306 203 99 41 1148 601 547 306 563 353 346 256 90 76 151 293 80 1168
is_linear=0
shrinkage=0.00470027


Tree=184
num_leaves=31
num_cat=0
split_feature=0 1 1 0 4 1 0 0 0 4 0 3 4 4 3 1 4 3 3 4 4 1 0 0 2 3 2 3 4 3
split_gain=2.883 2.26596 2.44793 6.13467 4.59447 3.03347 5.06167 4.23804 4.40027 3.93848 5.93393 4.70961 8.52208 4.23832 5.31622 5.10286 3.91844 3.87276 9.3976 4.71945 9.24319 9.06147 4.58729 3.5757 3.54211 3.35201 6.35432 6.29261 4.03549 3.48964
threshold=122.35979489110001 54.884872733100003 64.369753017350021 88.350799540950007 42.055256506450007 62.425997789000007 86.264556031700025 86.09518316945001 86.103248543850015 41.965446242000006 85.431134011250023 0.082325000000000023 44.026978245600006 41.243661560350013 -0.11595499999999999 61.821094709650005 37.995872310650007 0.083395000000000011 0.08574500000000003 41.319407281650008 42.759119507950011 62.057679025150001 86.681267041950008 85.121961326250016 -0.13734499999999997 1.0000000180025095e-35 -0.082275000000000001 -0.144095 43.847983878700006 -0.25098999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 9 -9 13 25 -12 -13 14 15 24 -16 22 -19 -20 21 -21 -10 -18 -3 27 -27 29 -28 -11
right_child=-2 2 -4 4 -6 6 -8 8 17 10 11 12 -14 -15 16 -17 23 18 19 20 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.02268872686571418 -0.023127061735469426 -0.023747760969223188 -0.00066631012697881671 0.023143646028685627 0.0028016729799500697 0.0045765820408233135 -0.025142288447318663 0.024405488339072062 0.00016415507028682478 -0.0080464004176415208 -0.032395422805008088 -0.01586563185668402 0.019795282248492245 0.010725615990700762 0.011698646631268466 -0.037498782558520787 -0.017012591010552598 -0.030947809096029323 0.010628178780759376 -0.029884470762537408 0.010621508424084131 0.00048676223666639195 0.017813539504306041 0.0018339701197114307 0.022513060186357018 0.019196383278178065 -0.028405258982637266 -0.028054751643268473 0.010424812602258129 0.018083218859387244
leaf_weight=2.0063122170977286 2.4787427671253672 1.4964631684124472 309.19246114650741 11.213286429643633 10.157890588045118 5.6005365345627052 5.4068082571029663 5.3783865571022025 11.936692360788586 5.6053181663155547 4.9627714157104519 15.590589359402658 4.0530092716217032 20.952091613784432 13.013982953503726 3.4993278849869967 6.5640197247266796 4.1359753310680381 24.309123918414116 8.00822711735964 15.624908335506914 11.468841284513472 17.334573574364185 18.316918611526489 1.6937401443719853 9.5776136182248575 2.8509913496673098 4.4045309387147453 2.338594276458025 4.3631759006530038
leaf_count=137 179 67 2841 50 42 44 29 22 48 45 53 119 11 74 116 87 57 26 89 58 53 45 95 81 4 36 33 58 17 17
internal_value=0.000449392 0.000553553 0.000636964 0.00224973 0.0134749 0.0011998 -0.0100213 0.00176773 0.00513861 -0.00100726 -0.00540339 -0.0133256 -0.00850781 0.00259801 -0.00122148 -0.0192281 0.00195719 0.00402219 0.000984835 0.00320786 -0.00193092 -0.0120007 0.0106162 -0.00313808 0.000812997 0.00128624 0.00861719 -0.00624575 -0.0109072 0.00339044
internal_weight=563.536 561.057 559.051 249.858 21.3712 228.487 11.0073 217.48 98.1967 119.283 53.7466 24.6064 19.6436 65.5365 44.5845 6.68953 37.8949 92.8183 63.5471 59.4111 35.102 19.4771 29.2713 24.8809 3.1902 29.1402 14.7672 14.373 5.18959 9.96849
internal_count=4633 4454 4317 1476 92 1384 73 1311 436 875 389 183 130 486 412 158 254 414 271 245 156 103 143 138 71 206 86 120 50 62
is_linear=0
shrinkage=0.0219093


Tree=185
num_leaves=31
num_cat=0
split_feature=1 0 4 0 3 1 3 3 0 1 1 1 3 0 0 2 3 2 2 2 3 2 3 3 1 3 2 4 2 1
split_gain=8.70658 8.43872 5.55776 5.41554 8.05994 5.79866 5.53854 5.36597 4.65429 4.39255 4.95188 4.29806 5.13619 5.79994 5.04784 4.10611 4.09956 3.71426 5.05423 6.56671 6.05285 4.94741 5.02883 7.56378 6.57019 6.70656 6.31056 4.97914 6.73013 4.61776
threshold=70.182199495350019 85.705356740550016 37.232443001650005 95.217121606100008 -0.20885999999999996 89.89935142405001 0.090465000000000031 0.092675000000000021 93.972365491700018 70.077349628250019 69.873026810350026 61.917879202350001 -0.17949499999999999 85.619326080400015 85.121961326250016 0.63131000000000015 0.091510000000000022 0.22387500000000005 0.059500000000000011 -0.0025899999999999999 0.078770000000000021 -0.051199999999999996 0.072890000000000024 0.083555000000000032 83.602982482550019 0.089850000000000027 -0.59496499999999986 48.96897326980001 -0.15781499999999998 81.210254746450019
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 -4 15 -6 -8 9 10 -3 14 -13 -14 -1 17 -15 18 19 21 -20 22 -5 27 25 -25 -27 -24 -29 -19
right_child=2 8 3 5 6 -7 7 -9 -10 -11 -12 12 13 16 -16 -17 -18 29 20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=-0.00043053857681944421 -0.0026675300039656477 0.0011652352729428805 0.0023438269992070888 0.0016600072235118904 -0.0052982919728769475 -0.0027122262823956488 0.0032625646766475309 -0.0039486650044480362 -0.001678489452924781 0.004465194889260931 -0.0035950330504875413 0.0016277795760834665 -0.0044753591546715238 -0.0029370361058407668 0.0030054492464599504 0.0036152504929276648 0.0029214370215896249 -0.0076741832665018156 -0.0032045600106811985 -0.00486332090817142 0.0032204029864699572 0.0024686077817028351 -0.0052948780413927003 0.0024284099881313054 -0.005797580939235933 0.0028528928249015864 -0.0018524591241833549 0.0026619334489433877 -0.0052332535724263314 -0.00068388282704989051
leaf_weight=51.873623029328883 23.122836575843394 266.28012465685606 6.9405437558889416 24.85697752982378 13.968998124822976 15.515862750820814 4.2658940218389017 4.9067768082022667 13.145882323384283 8.7440924644470197 4.9220044016838065 7.3898723460733882 17.126933509483937 5.351299121975897 11.563203882426022 7.8298980668187133 5.2163922041654587 2.8537047579884511 3.8230940960347679 5.9919333048164836 21.357565719634295 17.868195477873087 11.385767858475448 23.2295311242342 3.9649259317666283 8.107824668288222 28.32010047137738 5.5797196440398693 4.1737412735819799 7.8078938983380795
leaf_count=521 431 1073 32 127 308 480 21 65 75 23 26 38 325 36 37 36 16 25 31 54 75 66 157 94 56 29 195 31 96 54
internal_value=0.000220498 0.000655964 -0.000473094 -0.000245296 -0.00210097 4.44413e-05 -0.00343403 -0.00059497 0.0010562 0.00118461 0.00107884 -0.000534693 -0.00185545 -0.0027849 0.00019577 0.000285886 -4.51941e-05 0.000131926 0.000312477 -5.20776e-05 0.00224492 0.000174053 -0.000199967 -0.000745419 6.43291e-05 0.000453921 -0.000805181 -0.0031825 -0.000716608 -0.00255492
internal_weight=637.485 391.613 245.872 222.749 30.0822 192.667 23.1417 9.17267 293.092 279.946 271.202 98.5213 35.0845 27.6946 63.4368 177.151 10.5677 169.321 158.659 133.479 25.1807 127.487 109.619 84.7616 63.6224 59.6575 36.4279 21.1392 9.75346 10.6616
internal_count=4633 2170 2463 2032 426 1606 394 86 1197 1122 1099 973 415 377 558 1126 52 1090 1011 905 106 851 785 658 374 318 224 284 127 79
is_linear=0
shrinkage=0.00470263


Tree=186
num_leaves=31
num_cat=0
split_feature=1 0 4 1 0 3 0 4 4 0 2 3 2 0 0 0 4 2 1 3 1 1 2 2 3 2 3 1 1 2
split_gain=13.2351 12.518 7.39884 6.8236 8.16783 5.83288 5.437 5.02411 4.74759 7.85948 7.55473 7.97641 6.22287 4.85106 5.36973 5.91254 8.47763 4.8777 6.07354 4.71195 5.06801 6.22696 4.27735 4.83047 4.49292 8.41116 5.71741 5.16823 8.2088 5.95111
threshold=70.182199495350019 85.990333302400003 44.279556297950009 90.937096262400004 95.44832900530001 -0.20885999999999996 97.886760529650019 36.772607578000013 41.873095646600007 85.823648898300021 -0.13734499999999997 0.10487000000000003 -0.082654999999999992 85.799452775150016 85.431134011250023 82.250688042950017 48.393869453650005 -0.087660000000000002 62.186725015400008 0.090465000000000031 71.104340634100012 70.816675614150014 -0.61402999999999996 -0.59614999999999996 0.075320000000000012 -0.094409999999999994 -0.24748499999999998 82.815264250350012 78.537927364800012 0.19977000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -6 -8 10 12 11 -1 13 14 15 16 -10 18 -16 -7 21 -21 -9 -24 26 -26 -25 28 -27 -30
right_child=3 2 -4 -5 6 19 7 22 9 -11 -12 -13 -14 -15 17 -17 -18 -19 -20 20 -22 -23 23 24 25 27 -28 -29 29 -31
leaf_value=-0.0028544441488931528 0.0010438809989397899 0.001262109572427153 -0.0016892820484458162 -0.0028620014555373117 0.00091337963061986608 -0.0038823899276852459 -0.002907657569374454 -0.005186799287370634 -0.0044521976907292262 -0.005667953183624069 0.0010819780901248806 0.0034910257957321109 -0.0026094853868843799 0.0043968731338468346 -0.0054571433689073147 0.0027887753732692595 0.00085819665613864958 0.0015986684084189787 0.0011277453222816897 -0.0025659122063516871 -0.0043882546122271538 0.0039081514811076124 0.0028241413600933636 -0.0025227542629044524 -0.0023261897320257198 -0.0016202764231861508 0.0016276305608542803 -0.0025289510475249482 0.00246708396184946 -0.0012608422688079434
leaf_weight=15.180191375315191 7.5745163895189753 249.4639954417944 12.649762470275162 15.735277588479219 62.914259865880013 17.939275318756703 10.604168993420897 2.4083110690116873 5.8755374457687166 4.6885763853788367 56.853774938732386 3.4450451210141173 16.684341534972191 3.3904171884059897 7.1344944797456247 11.06834678724408 15.506385788321493 3.4073758982121936 2.7508261203765869 4.0691301822662336 3.93850303441286 4.3643073439598083 7.4324513599276534 5.705379717051982 30.909126626327627 16.527146633714445 26.817260231822729 9.0498289912939054 26.397356156259775 7.8817488960921755
leaf_count=283 36 934 88 554 264 330 217 29 145 38 251 13 210 7 66 44 67 14 10 43 59 11 25 57 355 123 131 78 100 51
internal_value=0.000204502 0.000627589 0.00111967 -0.000458895 -0.00030426 -0.00191123 -9.64573e-06 -0.000413669 -0.00025594 -0.000958408 0.000400247 -0.00168074 -0.00062292 5.1663e-05 -0.000270399 0.000555176 -0.000601046 -0.0022858 -0.00362474 -0.00264968 -0.000862258 0.000784418 -0.000215014 -0.000123417 -0.000301112 -0.000731324 0.000899537 9.22501e-05 0.00055915 0.00160993
internal_weight=668.367 408.099 262.114 260.268 244.533 37.8857 206.647 143.733 145.985 70.5063 75.479 18.6252 65.8177 49.1334 45.743 32.4503 21.3819 13.2927 9.88532 30.3112 12.3719 8.43344 133.129 130.72 123.288 90.7652 32.5226 59.8561 50.8063 34.2791
internal_count=4633 2170 1022 2463 1909 479 1430 1166 1148 601 547 296 563 353 346 256 212 90 76 443 113 54 949 920 895 707 188 352 274 151
is_linear=0
shrinkage=0.00376483


Tree=187
num_leaves=31
num_cat=0
split_feature=1 4 2 2 4 4 4 0 0 4 3 2 2 4 4 1 0 3 3 2 3 4 2 2 1 2 4 1 1 2
split_gain=2.90655 2.8726 3.16191 4.9017 2.24333 4.72711 2.81684 6.77783 3.13872 5.35351 3.93515 3.21588 6.3319 5.09577 6.15295 5.9988 6.97972 4.62995 9.58606 7.49716 6.98824 6.24025 4.71511 4.54505 4.51912 4.68333 4.30305 4.24125 6.43528 4.66537
threshold=89.89935142405001 45.044778924400006 -0.088880000000000001 0.022350000000000005 42.720329370750001 42.684965421050009 42.620627117000005 89.057864029250013 103.57284947555002 42.388109226950007 -0.222165 -0.064729999999999996 -0.054875 39.788107623550012 39.683197198900011 62.154463517850012 86.162394622750014 0.084365000000000009 0.086375000000000021 -0.036264999999999999 0.075810000000000016 36.654713368950006 0.26056000000000007 -0.22932499999999997 62.046925192600007 -1.0000000180025095e-35 41.559097512700014 69.165962322050021 83.116371560950014 -0.14510999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 8 -8 11 10 -10 13 -13 14 27 16 23 20 -19 -20 21 -14 24 -15 -23 -26 -21 29 -29 -1
right_child=1 2 3 -5 -6 -7 7 -9 9 -11 -12 12 17 15 -16 -17 -18 18 19 26 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0073931266225650445 -0.021181141842333582 -0.0230611895846724 0.022964509534644982 -0.022815832820282822 -0.0014262164585456046 0.014973513589400068 -0.033715488244726435 0.010051012290812348 0.0065055096140307772 0.022034274146324948 -0.019176771012274305 0.015097050281789539 0.016988892026543263 -0.014449618952198611 -0.031629321172819726 0.0063556328891226106 -0.01286718504855861 -0.025509637981261751 -0.016830778096757551 0.005753884042881509 0.016043296481888642 0.0062139759583929319 0.011927300933369734 0.0057597095236092966 -0.0075142137806669595 -0.035300394340640098 -0.0070634072420346439 -0.012307157595736889 0.015873070668797704 0.0066048303008679737
leaf_weight=16.280107400380075 5.1548518990166468 1.8814911684021352 3.1513693537563086 1.4418952716514466 155.92150300461799 10.69422300159931 3.1423691986128679 2.8578573130071163 3.3848677519708863 2.1937892101705065 9.9176807031035406 18.869169034063816 7.2443742658942964 5.5659606456756583 3.3030860014259806 73.676918551325798 18.605863764882088 5.9912702701985827 8.5602202750742418 62.299412596970797 22.170085933059454 4.6114093391224769 5.1118431240320197 30.507077742367983 6.7492540236562517 4.1394112333655313 13.475624479353426 27.026009989902381 3.9255659170448771 26.407088119536638
leaf_count=216 480 63 18 51 1406 74 28 15 53 10 251 68 27 116 26 355 98 61 51 296 87 70 22 130 37 37 92 267 19 109
internal_value=0.000449788 -0.00972548 -0.000605091 0.00859337 0.000663916 0.00148541 0.00111174 -0.0128699 0.0013325 -0.00773281 -0.0126418 0.00171788 0.0039114 1.66624e-05 -0.00416839 0.00252536 -0.00263574 0.00240759 -0.000372322 0.00141346 0.00742693 0.0005694 -0.00520148 0.00264147 -0.0108505 -0.0180773 0.00347449 -0.00293662 -0.00873308 0.00126627
internal_weight=564.262 11.6296 6.47476 4.59326 552.632 396.711 386.016 6.00023 380.016 15.4963 13.3025 364.52 159.222 205.298 76.9419 128.356 54.6789 140.353 90.3265 84.3353 50.0264 27.8563 20.6119 36.073 15.5001 10.8887 75.775 73.6388 30.9516 42.6872
internal_count=4633 612 132 69 4021 2615 2541 43 2498 314 304 2184 848 1336 637 699 344 780 500 439 280 193 166 246 144 74 388 611 286 325
is_linear=0
shrinkage=0.0205666


Tree=188
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 3 0 1 3 3 3 2 3 0 1 0 0 4 2 3 4 1 3 1 4 0 1 0 4 1
split_gain=9.41998 9.48007 6.01251 5.00735 5.53728 5.25272 5.71315 4.84455 4.34069 4.30664 4.56614 6.71041 9.45948 6.68023 10.2834 7.33317 4.62655 4.47561 4.45354 6.97794 3.69084 3.55907 3.30106 4.05604 3.17271 3.10874 10.6179 4.90589 4.77938 12.677
threshold=70.348883899450016 85.705356740550016 70.74946416085001 61.917879202350001 85.121961326250016 -0.17949499999999999 85.619326080400015 90.937096262400004 0.091510000000000022 -0.26804999999999995 -0.15849499999999997 -0.18437499999999998 -0.22831499999999999 95.988709089550014 71.053259929650025 97.886760529650019 113.1679565431 40.00488309970001 -0.14314999999999997 0.09803000000000002 43.968221017800005 54.884872733100003 0.076615000000000016 72.209296925700016 44.952171034750002 91.109157582800023 68.20618276945001 90.321439350550008 38.621016321050007 63.910026677050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 21 -5 20 9 -8 -4 11 -11 17 14 -12 18 -17 -13 19 -15 -7 -1 23 -16 -22 27 -27 28 -3 -30
right_child=2 25 7 5 -6 6 8 -9 -10 10 13 12 -14 15 22 16 -18 -19 -20 -21 24 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0044422942264047529 -0.0049826160820485351 0.0026289968450354815 -0.0039372150147649445 0.0013411358032286312 0.0027870850810040545 -0.0050842274280384105 -0.0028384287023082025 -0.0029445716282392518 0.0025955976813685829 0.0037631122430278737 0.002435723849397318 -0.00019111744797799436 0.0038031816316346995 -0.0050341592619467905 0.0037055866934320269 -0.00044468855766394074 -0.0052873220966745986 -0.0065251462081878826 0.001966816050198513 0.0026879821773777191 0.0031734135631191714 -0.00010648087187212209 -0.0045558063533163136 -0.0052305111673523787 -0.0045367087572375118 -0.002449773091022775 0.0012640258471814316 0.0031672006703090567 0.0010780796309850958 -0.0031623527186892242
leaf_weight=3.5944387689232817 5.0778953731060019 28.181906528770924 5.3662506146356455 7.5067853704094878 11.791160151362417 13.864845201373106 5.2554702311754209 12.128810631111262 5.1526010856032372 12.434481533244254 6.1951789073646095 3.8269285410642624 5.3045270144939405 4.4305182546377164 2.0864152796566517 113.93267392646521 3.6021742038428775 4.0788627807050943 38.916644193232059 3.8891611769795418 2.0362122282385817 49.434389270842075 16.598982100374997 1.5796305630356071 1.762083671987057 19.333426669239998 46.151137169450521 20.562385208904743 171.16536131501198 13.459286615252493
leaf_count=137 91 90 73 38 37 254 36 554 16 51 28 36 16 34 11 954 62 37 144 12 9 384 291 36 62 128 183 66 688 75
internal_value=0.000206173 0.000601845 -0.000453562 -0.000516627 0.000179445 -0.00178481 -0.00262075 -0.000355435 -0.000148269 -0.000214134 -0.000122012 0.00154495 -0.000542946 -0.000345557 -0.00230773 -3.04572e-05 -0.000593104 -0.00345906 0.00136954 -0.00142433 -0.00407766 -0.000400374 -0.00375783 -0.000144811 -0.000403422 0.000977589 0.000167577 0.00120488 0.00101527 0.000768949
internal_weight=638.701 399.251 239.449 100.398 64.82 35.578 28.0712 234.371 10.4081 222.242 216.876 25.6448 13.2103 191.231 26.4602 164.771 117.535 7.90579 47.2363 8.31968 17.6631 53.0288 20.265 3.66605 3.7983 298.854 65.4846 233.369 212.807 184.625
internal_count=4633 2203 2430 973 558 415 377 2339 52 1785 1712 140 89 1572 366 1206 1016 73 190 46 325 521 338 47 71 1230 311 919 853 763
is_linear=0
shrinkage=0.00420704


Tree=189
num_leaves=31
num_cat=0
split_feature=1 4 2 1 3 4 2 2 4 4 4 2 0 3 3 3 1 2 3 4 4 0 0 3 2 3 2 2 4 4
split_gain=2.71136 5.6213 5.30752 5.05457 7.86747 3.61449 3.04332 3.07212 2.87623 4.98968 2.95752 2.70936 2.66645 2.49596 2.27904 5.46329 8.13447 5.94607 4.60237 6.8036 3.9529 3.11234 2.66604 4.10761 2.63293 6.42125 2.06607 2.01726 8.01979 5.05219
threshold=81.573196594050017 44.749265482150008 -0.18437499999999998 83.602982482550019 -0.15544999999999998 50.427417695700008 0.70681500000000008 0.36215000000000008 46.095286511800005 47.74983977685001 48.914776625700007 -0.15734499999999998 104.25302938255003 0.074735000000000024 1.0000000180025095e-35 0.079605000000000023 72.327589083450007 -0.045684999999999996 -0.10696499999999999 41.909642283050012 40.21994457600001 71.096275259750016 78.252950803000019 0.10487000000000003 -0.24150999999999997 -0.11223 -0.045684999999999996 -0.18437499999999998 41.772405911750006 40.767054867700004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 7 14 -3 -10 -11 12 -12 -14 18 16 20 -18 21 -20 -16 -1 23 -17 25 -23 -13 29 -29 -26
right_child=1 8 -4 4 -6 -7 -8 -9 9 10 11 26 13 -15 15 22 17 -19 19 -21 -22 24 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.023046178924367621 0.020119220188687691 0.019805107922755083 -0.015350289271258009 0.023267852117231511 -0.024902063549858879 -0.022765907730373073 0.014713430610739129 -0.019290312799375028 -0.029811831190086142 0.015370877426034997 0.024185760993379723 -0.023395510150668184 0.015608756023791269 -0.023533003950652723 -0.0024385210679400454 -0.024290313711200134 -0.027989296293111733 0.0078938726573991834 -0.0022162863321761274 -0.026307502585807489 0.017385569880627845 -0.024990231343071989 0.0011173406996524522 0.012406137077702816 -0.012423784231682595 0.023738123752134323 0.004369482376524703 0.0040162940541176974 -0.019446728472251401 0.010120387968805548
leaf_weight=2.2601548903621724 4.1117564365267771 3.9482369357720044 21.163470420986414 2.1207933225668967 4.2790355207398534 2.6842870442196718 6.7047985196113578 3.1494376081973305 2.0131798349320915 6.232348037883642 2.2938675582408967 3.1346866395324531 1.2524911891669037 1.4940158389508722 5.0771695636212852 4.0494685787707558 3.7626847792416811 3.9678014386445275 15.308247136883439 7.2121438486501566 24.529873073101044 4.2254665959626436 353.21906015835702 1.8623230233788488 4.9809498451650169 1.5443008393049229 1.744660562369958 30.338379951193929 7.6232427814975372 25.138040306046605
leaf_count=146 22 15 679 30 157 105 39 35 43 34 6 87 6 37 28 77 52 17 127 126 137 75 2039 8 122 10 29 158 74 113
internal_value=0.000439071 -0.00392685 -0.00945067 0.00242731 -0.00893938 0.000901677 0.00102749 0.000843324 0.0039854 0.000546969 0.00433086 -0.00260534 0.00791014 -0.00568316 0.000971398 0.00166343 0.00910857 -0.00957166 -0.00181039 -0.00993149 0.013986 0.000592568 0.00088939 -0.0127303 0.00131602 -0.0119479 -0.0134679 0.00244012 -0.00069542 0.00639213
internal_weight=561.426 53.7885 31.6751 10.5116 6.39983 507.638 504.954 498.249 22.1135 18.1652 16.1521 9.91972 5.04037 2.74651 495.099 396.468 37.3375 7.73049 98.6309 22.5204 29.607 76.1105 359.131 5.91179 73.8504 5.76977 4.87935 68.0806 37.9616 30.119
internal_count=4633 1145 888 209 187 3488 3383 3344 257 242 199 165 49 43 3309 2358 234 69 951 253 165 698 2124 85 552 85 116 467 232 235
is_linear=0
shrinkage=0.0204501


Tree=190
num_leaves=31
num_cat=0
split_feature=0 4 4 0 2 3 3 3 2 0 0 0 3 3 3 1 1 2 4 1 0 0 0 0 3 4 3 3 3 2
split_gain=8.20016 9.56491 8.52879 9.05519 5.61457 5.53146 6.62895 5.23741 4.97467 5.00172 4.27218 4.71739 3.704 7.67668 3.56547 4.7208 8.68564 6.28957 8.68179 10.9567 6.32286 6.28642 5.48913 7.11261 4.88526 4.54937 4.29577 9.6767 7.65728 6.35857
threshold=102.75018128760001 44.749265482150008 44.461493122800007 75.994645973400011 -0.21563499999999999 0.075320000000000012 0.078385000000000024 0.079745000000000024 -0.61402999999999996 81.90387694410002 102.32271644485002 98.230883170350012 0.090850000000000028 0.089835000000000012 0.084365000000000009 75.28220456885002 71.246828915000023 -0.10771499999999999 39.427119987250002 66.859265246100009 85.619326080400015 96.082805124100005 93.843319501450011 94.109476856350014 0.12376500000000003 40.636252116050009 0.08673500000000002 0.087795000000000026 0.088890000000000011 -0.082654999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 3 -1 -3 -6 -7 -8 -4 -10 11 14 13 -2 -5 16 17 24 -19 20 -20 -18 -21 -24 -16 -17 29 -28 -29 -22
right_child=1 4 8 10 5 6 7 -9 9 -11 -12 -13 -14 -15 15 25 21 18 19 22 26 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0036854553750324892 -0.002895787148985762 -0.0070576649223792077 0.0054915446411773032 0.0014240705001669514 0.003456940762918281 -0.005326714151531747 0.0044767321282996216 -0.0020642576212777353 0.0004288297281571157 -0.0026188409895184536 0.0038439324646799525 -0.00063677066161002462 -0.0055335109894709402 0.0051931208679042553 0.0024310662910795042 -0.00068443192219283262 -0.0056784815134494635 0.0018817500878802104 -0.0030527441770412684 -0.0075789554034392968 0.0012648455427516567 -0.00048625935588836761 0.0050754131040912608 -0.0043868121298944367 -0.0020907207366262317 0.004246327611735861 0.0046352480967732698 -0.0044494699944721298 0.00058767803362088939 -0.0065377848627137785
leaf_weight=10.834312772378324 26.15152260102332 1.9967397116124654 2.3113144859671584 142.04579779133201 13.063103925436737 4.862504130229353 5.7166205048561078 5.3228300549089909 18.080193774774671 36.81355313770473 9.5442471578717214 57.570915203541517 9.1963621340692026 2.9386507850140324 51.745133850723505 6.0744069442153004 8.6203756909817475 48.728812884539366 13.291636774316428 6.3940570801496497 4.6971081495285034 13.431225895881651 2.4469141066074354 6.6500641256570816 6.0041161626577368 13.752307929098604 12.376219034194945 7.4557911902666083 76.709291554987431 4.7097096443176252
leaf_count=358 628 25 6 683 63 112 36 69 121 461 30 403 236 25 195 33 129 187 117 56 16 64 6 82 29 48 39 44 301 31
internal_value=0.000217876 -0.0013226 0.000408269 0.000605688 0.000638496 0.00116904 -0.000710421 0.0013229 -0.0013279 -0.00161504 0.000700135 0.000637975 -0.00290851 -0.00207866 0.000810599 0.000502775 0.000334611 0.000595217 0.000165315 -0.000455477 3.22625e-05 -0.00251599 -0.00420977 -0.00184165 0.00196094 0.00273567 0.00041929 0.000717547 0.000141461 -0.0026417
internal_weight=629.536 69.2483 560.288 503.082 30.9618 28.9651 15.902 11.0395 57.2051 54.8937 492.248 482.704 38.2865 29.0902 425.133 283.087 263.26 241.209 183.46 134.731 119.24 22.0516 15.491 9.09698 57.7493 19.8267 105.948 96.5413 84.1651 9.40682
internal_count=4633 1194 3439 2851 305 280 217 105 588 582 2493 2463 889 653 2060 1377 1296 1103 879 692 548 193 144 88 224 81 431 384 345 47
is_linear=0
shrinkage=0.00474518


Tree=191
num_leaves=31
num_cat=0
split_feature=0 3 3 0 2 1 1 0 4 4 3 2 0 1 1 0 4 0 3 4 2 4 0 2 4 1 0 1 0 4
split_gain=2.69725 2.4562 2.32741 3.22272 2.58134 2.42032 4.74639 3.86848 2.23759 3.10397 2.48252 3.49578 2.07632 5.6794 5.1447 7.28714 5.24266 4.22533 4.04287 4.2125 4.40244 4.63197 3.70758 8.45906 3.60271 3.91697 3.58835 7.14388 4.40647 5.52555
threshold=113.1679565431 -0.15544999999999998 -0.27297999999999994 93.047535894850014 -0.23557500000000001 68.20618276945001 62.907231794400012 71.249517373150013 33.036871954450007 33.361153777850006 0.088565000000000019 -0.10771499999999999 91.437149474700007 68.20618276945001 67.923894665750012 90.321439350550008 38.396531328800009 89.861713010250014 -0.093130000000000004 38.238138001450004 -0.047144999999999999 35.119813570500007 81.90387694410002 -0.23168999999999998 38.238138001450004 64.953148431650007 85.990333302400003 63.910026677050006 85.823648898300021 40.518963363600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 10 -10 11 -4 14 24 15 16 22 26 -15 20 21 -20 23 -11 -14 -26 28 -28 -18 -30
right_child=1 -3 8 -5 5 -7 -8 -9 9 12 -12 -13 13 18 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.025624599735083485 0.0018001986193925505 -0.016282500315410241 -0.024805585962509362 -0.024787987623404052 -0.025499242593154385 0.02146077558117044 -0.030561356013583355 0.0098039499603489681 0.019285163938923967 0.024688477986101784 -0.024013658601595194 0.011640825177254673 0.0080632097258475331 0.0065964123423948385 -0.020769176497325431 0.013831500262229934 -0.00032478477412653772 -0.021804444643192755 0.0029883803510530318 0.00034771062101051958 9.8453445603021794e-05 -0.022238212142338152 0.011329889637087684 -0.024182549920519443 0.0023376661143940359 -0.024386424734917461 0.0041295911792354409 -0.014681749093371584 0.0023917406378793551 -0.021247761546498857
leaf_weight=1.5948027968406684 4.7947918120771646 6.8331448687240464 1.4966903394088147 2.9900821838527909 1.4178759437054376 1.776158036664129 1.9043008908629415 6.5100041693076491 3.4479819722473612 2.1278414279222488 2.83394037745893 2.8996188244782379 2.5327829867601386 32.278333348687738 3.6791650699451557 19.085412234067917 82.076944035477936 3.1851015463471404 3.7288863523863283 166.55056874314323 13.301430070307104 10.194421777501701 28.527808867394924 3.5366327520459881 2.7588428556919089 8.0902131050825101 113.83400266245008 8.1122555211186391 6.2550770603120318 9.1116792187094671
leaf_count=37 98 365 41 58 70 7 17 50 15 9 49 31 8 207 61 71 717 21 32 1447 97 176 107 88 14 85 514 46 23 72
internal_value=0.00040403 -0.00882608 0.000600658 -0.00663213 -0.00252042 0.000653729 -0.00310501 0.00349009 0.000821791 0.000969887 -0.00987872 -0.000767081 0.000848201 -0.000475452 0.00198199 0.00228543 0.00142721 0.000342522 0.000250294 -0.000806818 -0.00786978 -0.0154821 0.00848803 -0.00582431 -0.0127352 -0.0175907 0.000664051 0.0028782 -0.00210685 -0.0116252
internal_weight=557.467 11.6279 545.839 16.1932 13.2031 11.6083 9.83218 7.92788 529.646 522.415 7.23025 4.39631 518.967 239.435 279.532 275.853 256.767 222.575 226.054 193.775 27.2247 13.9233 34.1923 5.66447 13.3818 10.8491 219.39 121.946 97.4437 15.3668
internal_count=4633 463 4170 239 181 144 137 120 3931 3810 121 72 3795 2066 1729 1668 1597 1393 1959 1752 305 208 204 97 107 99 1372 560 812 95
is_linear=0
shrinkage=0.0193676


Tree=192
num_leaves=31
num_cat=0
split_feature=1 4 4 0 2 0 2 2 4 2 2 4 2 2 3 4 3 4 1 3 1 0 2 2 2 2 4 3 0 3
split_gain=9.75191 9.59751 8.06269 8.49124 5.97844 11.7322 8.90886 8.65684 6.55191 7.81053 7.64878 6.42203 7.36648 5.80265 5.80138 5.39502 5.41108 5.15209 5.02034 8.7078 5.01197 15.4502 4.98862 4.88884 6.99847 6.71222 4.93509 4.84179 5.11465 6.54853
threshold=81.339300736700025 44.749265482150008 44.461493122800007 84.546631286350006 -0.079369999999999996 101.91675926715001 -0.077085000000000001 -0.082654999999999992 39.788107623550012 -0.11534 -0.14510999999999999 41.559097512700014 -0.064729999999999996 -0.18437499999999998 0.099855000000000027 35.476804824450006 0.084365000000000009 43.182896969600009 83.602982482550019 -0.15544999999999998 75.424692849750016 92.773313165550022 -0.61402999999999996 -0.237895 -0.16533 -0.098419999999999994 49.520520114700005 0.093955000000000025 87.261973998100004 0.09803000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 13 3 14 5 7 -6 8 10 27 15 12 -8 18 -1 -5 -17 -9 -2 -20 21 -11 -4 26 -25 -26 -24 -10 -29 -30
right_child=1 -3 22 4 6 -7 11 17 9 20 -12 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=-0.0026931380538218258 0.0035346606321121554 0.00079120598856047058 0.0055422427673892261 0.00049139773097767116 0.0043063080705118932 -0.0063130432100327715 -0.0011580595949334596 -0.0040602540537922269 0.0032973565884684853 0.00075240868496298584 0.00068373985366219263 -0.00030878265296321991 0.0019273336388477915 -0.0038960677704693754 0.0013302888707066214 -0.0015949203925522295 -0.0076480320254214843 0.0022562333998331638 0.0046432409332118488 -0.0057792876520881865 0.0030536400170773953 -0.005141875931916326 -0.0056143737079733941 0.00078406876034820016 -0.005870184461683645 -0.00068687285541157669 0.0045678219881450932 -0.0032431026611256767 -0.0028614652625242598 0.0034660203463546192
leaf_weight=27.550954431295395 5.1415864154696456 27.417253718711436 2.4217625185847274 6.5140964686870602 20.818490598350763 6.0069891065359107 20.062675748020411 14.132058948278429 45.34244341775775 57.040006596595049 32.37914690002799 58.124083628877997 139.58396847173572 31.619999946095049 11.521097905933855 6.344935975968836 7.0870320685207844 3.6919679045677176 2.6718174535781136 5.6805640179663888 11.914957240223883 12.244909007102249 9.1256587747484428 28.046205956488844 9.3468707147985679 14.370960706844931 1.2237369008362282 5.764064788818362 4.9692874997854259 14.604594714939592
leaf_count=508 25 258 6 31 100 77 113 106 165 239 164 299 583 701 56 43 61 15 30 157 37 120 171 133 191 126 9 29 28 52
internal_value=0.000213923 -0.00143043 0.000423078 0.000625324 0.00080385 0.000252604 0.00133071 0.000430237 0.000707988 0.00120856 -0.000744987 0.00104625 0.00153959 -0.00278059 -0.00150676 -0.00306429 -0.00478869 -0.00275189 -0.000166738 -0.00244526 0.000201227 -0.000289304 -0.00116172 -0.0014231 -0.000825838 -0.00272954 -0.00441041 0.00236582 0.00069883 0.00185964
internal_weight=642.764 72.5312 570.233 505.698 466.626 228.036 238.589 222.03 204.205 151.88 52.3252 217.771 159.647 45.114 39.0721 19.9461 13.432 17.824 13.494 8.35238 81.1999 69.2849 64.5352 62.1134 51.764 23.7178 10.3494 70.6804 25.3379 19.5739
internal_count=4633 1171 3462 2826 2262 1167 1095 1090 969 670 299 995 696 913 564 135 104 121 212 187 396 359 636 630 450 317 180 274 109 80
is_linear=0
shrinkage=0.00476116


Tree=193
num_leaves=31
num_cat=0
split_feature=1 1 0 1 4 3 2 0 0 4 2 1 0 3 3 3 3 4 4 0 4 1 2 3 2 3 1 3 2 2
split_gain=2.50693 5.28272 3.20409 3.67762 4.36826 3.97376 5.17104 4.89983 3.4886 3.11529 3.05542 2.87276 6.38654 7.94617 2.97973 3.17721 3.52223 3.7655 3.75861 3.31338 4.06164 3.15623 4.83005 2.88714 4.75692 3.16983 4.43748 3.39232 3.13512 4.37758
threshold=70.348883899450016 70.74946416085001 85.705356740550016 61.917879202350001 40.408647214050006 -0.17949499999999999 -0.088039999999999993 85.619326080400015 85.121961326250016 33.036871954450007 -0.60414999999999985 71.053259929650025 95.550490414250007 -0.089139999999999997 0.4149000000000001 0.12001500000000002 0.10052500000000002 37.817254840650008 37.572218886150004 97.789976036950009 36.772607578000013 77.094225348750015 -0.14314999999999997 0.089705000000000021 -0.016679999999999997 0.076130000000000017 78.473404369650012 -0.24748499999999998 0.24901000000000004 -0.09280999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -8 -1 -3 -7 -11 13 -13 15 16 19 18 -18 -14 -21 22 -22 25 -25 27 -27 -23 29 -28
right_child=1 9 -4 4 5 6 7 -9 -10 11 -12 12 14 -15 -16 -17 17 -19 -20 20 21 23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-0.0011319057500602367 -0.020297541774493513 -0.019778389449053323 0.0022338804744744152 -0.023579428016110234 0.0091688034407162965 0.01424549736808318 -0.01343340052798124 0.0093593603652357988 0.010056491175195017 0.0090075662908416683 -0.021045101158222088 0.0029064242969111752 0.0047695763591606433 -0.019751214148265424 -0.021559181847451071 0.010736573146878477 -0.007754744790699996 -0.014716114032855252 0.024834208075752109 -0.019945336168312771 0.0041963513940140142 -0.010819435263369877 -0.018608378856432527 -0.001007789260870094 0.014900202180625396 0.013625217211001803 -0.012989324425592601 0.0058776472820365735 -0.027433138435000153 0.00031839758882203626
leaf_weight=44.552068738266826 4.3573416769504538 2.6204703003168097 262.34720201045275 4.0396228088066009 5.5918400548398557 0.83546749502420947 4.9354096110910088 7.0785595774650574 10.645388670265673 9.3255004938691837 7.9915972631424665 8.1030263435095566 42.217604741454124 11.609780691564081 1.9333370206877578 8.6396411801688355 2.9019005410373202 9.7085656672716123 1.7486447375267742 3.3973423871211699 4.9548472817987204 4.4542203359305885 6.784194575622676 13.19578040437773 10.3341469601728 3.7236506361514321 13.014372786972659 23.780819758307189 2.0845652474090448 18.390642091631904
leaf_count=521 91 162 1230 83 24 3 74 25 37 51 206 61 174 300 31 56 52 99 6 126 41 72 75 130 56 14 325 214 25 269
internal_value=0.000360596 -0.00116812 0.00127111 -0.0016772 -0.00657355 -0.00397461 -0.00750111 -4.04064e-06 0.00102589 -0.000757356 -0.0177049 -0.000508512 -0.000973186 -0.0104377 0.000116196 0.000363674 -0.000194029 -0.00849284 0.00449898 0.000620307 -0.00106219 -0.000425231 -0.0089829 0.000703795 0.00597887 -0.0011927 -0.00455867 0.0032436 -0.00658051 -0.00519638
internal_weight=555.298 207.28 348.017 85.67 30.4725 26.4329 20.841 12.014 55.1975 202.923 8.82706 200.303 190.977 19.7128 171.264 169.331 160.691 14.3591 4.65055 146.332 104.115 100.717 11.739 88.9782 23.5299 65.4483 37.2132 28.235 33.4896 31.405
internal_count=4633 2430 2203 973 415 332 308 99 558 2339 209 2177 2126 361 1765 1734 1678 157 58 1521 1347 1221 116 1105 186 919 633 286 619 594
is_linear=0
shrinkage=0.0175589


Tree=194
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 1 1 1 0 3 0 0 3 1 1 4 1 2 3 3 3 0 3 0 0 2 1 2 2 4
split_gain=13.295 13.7205 6.9577 8.29125 6.20692 5.56085 10.5044 5.52419 6.77911 5.36003 5.95528 5.22577 5.2668 5.11758 5.30662 4.57676 5.17474 4.48092 4.96832 4.14534 4.13978 3.80731 4.01852 6.32691 6.33146 10.6012 8.85922 8.40046 5.09595 7.53753
threshold=70.348883899450016 85.705356740550016 95.44832900530001 97.886760529650019 -0.089139999999999997 71.053259929650025 70.816675614150014 61.917879202350001 85.121961326250016 -0.17949499999999999 85.619326080400015 96.631250582750013 0.08376500000000002 90.937096262400004 78.196493182200015 36.772607578000013 78.381996793250025 -0.14314999999999997 0.09803000000000002 0.076835000000000028 0.091510000000000022 100.35207663525001 0.075320000000000012 104.22883325935001 102.11570516885001 -0.079369999999999996 83.116371560950014 -0.13734499999999997 -0.088880000000000001 42.388109226950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 4 11 -2 6 -6 8 -1 -9 -11 12 -4 14 -5 16 -16 18 -13 -19 -12 -17 -23 24 27 26 -26 -24 -25 -30
right_child=2 -3 3 13 5 -7 -8 9 -10 10 20 17 -14 -15 15 21 -18 19 -20 -21 -22 22 23 28 25 -27 -28 -29 29 -31
leaf_value=-0.0005010643583638571 0.00063069686853877631 0.0010433560926702739 0.0010330091205949475 -0.0018542448749232295 -0.0045510887026675873 -0.0045049752025973456 0.0032944761117457647 0.0010696475379208816 0.0026782461451917883 -0.0038609041102396499 -0.0025869642401574102 -0.0033055167879030827 -0.0034178374207982478 -0.0029256067394269098 0.0054769546730806147 0.002283900889255007 -0.0042992558132230246 -0.00076163369758602058 0.0024618522908066765 0.0027648282461577925 0.0022534372189743695 0.0011915063237228167 0.0029192150509708232 -0.0045074996333998307 -0.0052442741768488847 0.003520896505043232 0.0022497031908624092 -0.002901157979851166 -0.0046417850229052123 0.0016475955008066348
leaf_weight=55.498884430155158 9.3101813681423646 307.97647853195667 9.0082786828279513 33.203341994434595 5.4434817116707581 15.851042753085492 4.8788745030760765 7.8414269126951686 12.363735906779764 18.747910292819146 5.4621755331754667 5.2284440174698812 7.2215414941310874 14.362150143831967 0.93599367141723533 11.033193223178385 6.3826975505799055 5.9758368991315356 3.955599918961525 31.600456140935421 5.1997041180729866 25.123577207326889 5.0004050880670521 9.3869086075574177 5.0258069187402743 15.244187317788599 4.5147767961025238 14.814186424016956 4.5913305990397912 7.6753630228340626
leaf_count=521 61 1230 40 276 83 288 17 38 37 325 36 35 49 554 4 39 172 27 12 98 16 134 15 164 61 46 28 129 61 37
internal_value=0.000199195 0.000629945 -0.000496509 -0.000239481 -0.00209215 -0.0030607 -0.000842873 -0.000581322 7.8167e-05 -0.00178275 -0.00254327 0.000950901 -0.000947418 -0.000716183 -0.000494174 -8.26224e-05 -0.00304897 0.00160978 -0.000821491 0.00220401 -0.000226343 0.000129367 -0.000130781 -0.000632201 0.000203868 0.00151195 -0.00169799 -0.00143233 -0.00235423 -0.000706472
internal_weight=668.858 413.09 255.768 220.284 35.4836 26.1734 10.3224 105.114 67.8626 37.2512 29.4098 62.9902 16.2298 157.294 142.932 109.728 7.31869 46.7603 9.18404 37.5763 10.6619 102.41 91.3765 66.253 44.5994 24.7848 9.54058 19.8146 21.6536 12.2667
internal_count=4633 2203 2430 1981 449 388 100 973 558 415 377 261 89 1720 1166 890 176 172 47 125 52 714 675 541 279 135 89 144 262 98
is_linear=0
shrinkage=0.00388283


Tree=195
num_leaves=31
num_cat=0
split_feature=1 4 2 2 4 4 4 0 0 0 0 4 3 3 3 4 3 2 2 2 1 0 4 3 0 2 4 0 0 4
split_gain=2.52373 2.64792 2.64231 4.27665 1.89764 3.89191 2.78534 5.01603 9.44424 5.22488 6.61998 2.91091 6 2.96708 5.36429 7.727 5.08198 4.39467 5.98678 5.28534 4.16544 3.9545 3.84325 3.67901 3.6685 2.74296 2.67095 5.86387 2.71088 5.53398
threshold=89.89935142405001 45.044778924400006 -0.088880000000000001 0.022350000000000005 42.720329370750001 42.684965421050009 43.182896969600009 86.103248543850015 86.904409066750006 90.490812212800009 93.047535894850014 43.521589032450009 0.088755000000000014 0.089505000000000015 0.083745000000000028 48.823707093150006 0.082535000000000011 -0.156745 0.067985000000000018 -0.237895 64.730006406800015 109.30464220965001 44.202975721700007 0.076615000000000016 104.25302938255003 -0.10290999999999999 42.620627117000005 89.057864029250013 104.03526427400001 42.388109226950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 26 7 -6 -9 -10 -11 12 -8 14 16 25 17 19 21 22 -21 -19 -13 -22 -25 -16 28 -28 -1 -30
right_child=1 2 3 -5 6 -7 11 8 9 10 -12 13 -14 -15 15 -17 -18 18 -20 20 23 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0017558537340549656 -0.023395924810358116 -0.025306629281892611 0.023534340396060126 -0.025063304178483074 -0.022148475821052751 0.015500441858393936 0.015486846313068214 0.015326212397389653 -0.031498026990721371 0.022544205260487681 -0.018428878385289789 0.0093947958346823311 -0.015455717544317561 0.0076775231797209962 -0.010009364938885684 0.019156780936375 0.017607053172300123 -0.021558432612754135 0.0055593794512817131 -0.0027314188243301608 0.0203707930272761 0.012795637658283395 -0.026705416305006339 0.011176316161749246 -0.026333044668195301 -0.035609110515040836 -0.036129260541134613 0.0096651610617465196 -0.015620941052007356 0.024503122116010509
leaf_weight=359.27078958926722 4.664270244073121 1.6340332226827738 3.0607359372079372 1.3569995868019757 8.7421435406431538 10.072325099259613 14.286885075271131 9.710235960781576 5.3935909792780867 3.2888943850994092 5.4234808888286352 2.1941568832844487 4.2131379581987849 15.880345830693839 3.3715556226670733 2.4132212381809941 7.0697298534214488 15.49678491801024 8.5623165778815729 16.424690671265125 12.094864038750531 1.9596643447875965 5.0669728219509125 4.0539902634918681 2.0324686113744974 6.1135090524330726 3.0277972258627406 2.7890061922371387 10.670447629410772 2.14312820136547
leaf_count=2210 480 63 18 51 117 74 70 31 34 12 58 31 33 94 74 12 32 348 53 92 47 7 110 22 42 87 28 15 279 9
internal_value=0.000455976 -0.0104941 -0.000550313 0.00860656 0.000672567 0.00152162 -0.00146934 -0.00738657 -0.00196797 -0.0138729 -0.00296167 0.000119778 0.00844008 -0.00137851 -0.00303432 -0.0172474 -0.000778168 -0.00269283 -0.010047 0.00187748 0.00558593 -0.0177018 -0.0157967 0.0130997 -0.00134929 -0.0265094 0.00114904 -0.014172 0.00138855 -0.00891001
internal_weight=552.482 10.716 6.05177 4.41774 541.766 387.973 153.793 32.5583 23.8162 14.106 8.71238 121.234 18.5 102.734 86.8539 11.8983 74.9556 67.8859 26.0188 41.8671 34.606 17.4564 7.26113 18.1813 6.08646 9.48506 377.901 5.8168 372.084 12.8136
internal_count=4633 612 132 69 4021 2615 1406 252 135 104 70 1154 103 1051 957 173 784 752 408 344 203 355 141 111 64 161 2541 43 2498 288
is_linear=0
shrinkage=0.0227859


Tree=196
num_leaves=31
num_cat=0
split_feature=1 0 0 3 0 3 1 1 0 4 4 4 1 1 0 2 2 2 4 1 2 2 2 2 0 3 4 4 3 0
split_gain=9.45569 8.7776 6.34939 6.21902 6.06407 5.70298 5.32542 5.67074 4.71579 5.0824 4.68122 4.6247 3.75143 4.79136 3.60649 3.50079 3.44448 4.08905 4.0454 3.66082 3.40122 6.84454 4.98077 5.60978 3.91345 3.3224 3.30328 3.79994 5.09705 4.73759
threshold=70.182199495350019 85.732241321850012 95.44832900530001 -0.089139999999999997 97.886760529650019 0.090465000000000031 71.104340634100012 70.816675614150014 96.631250582750013 43.61821939175001 36.772607578000013 44.578137159850009 78.27445846800002 89.89935142405001 91.625341543800019 -0.070854999999999987 -0.14314999999999997 -0.58319500000000002 42.527280425250005 75.424692849750016 0.17437500000000003 1.0000000180025095e-35 -0.017745 -0.053874999999999999 68.907870341550009 0.10821500000000002 42.081757894750005 39.955516828000007 0.091705000000000023 99.013224486300018
decision_type=2 2 2 2 2 2 2 2 2 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 -2 8 -5 7 -7 9 15 25 -3 26 -14 -13 -4 17 -10 19 -18 21 22 23 -1 -23 -6 27 29 -29 -12
right_child=2 11 4 5 10 6 -8 -9 16 -11 12 14 13 -15 -16 -17 18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00041354108681886716 0.00098312886086356966 0.0012416418908113569 -0.0065207619076514808 -0.0054227402420718978 -0.0052298785516580529 -0.0029991100615210644 -0.0055419791617282842 0.0048083971022529091 0.0024970354548565859 0.0018962185160397173 0.0015219745088717407 0.00070988754710916502 0.00033758606902550169 -0.0026132044048063833 -0.004514713602530058 -0.00073838755165755055 0.0018015788748966409 -0.0037300622958641744 -0.0010820284935260346 0.0051222150579489627 0.0024779898526514185 0.0033925220688563757 0.0037273484081283745 -0.0070231392102990875 -0.0060662417232036593 0.00065282663772845578 -0.0044713697070069888 0.003531067906967686 -0.0027124460982903189 -0.0061401694271860808
leaf_weight=77.089094821363688 9.4347544685006124 271.91007047519088 4.2681783363223085 14.760586727410557 8.0011481400579196 3.9429085701704008 3.990084769204258 4.3090891093015671 4.5401173010468483 7.1162296123802653 2.7426807507872644 6.1455768533050996 91.560901642777026 14.047500528395174 5.5786351747810841 5.0698544681072244 17.504472613334659 4.8027984127402288 5.8407005183398715 12.663884565234182 7.889604974538087 1.1174916457384805 6.1767019610851994 2.9507850781083098 7.2415548609569669 2.8931694701313964 8.3490221090614778 6.5196241438388807 5.2038096487522125 5.1203545145690441
leaf_count=723 63 1090 39 303 288 43 59 11 15 30 15 28 671 487 59 22 62 33 28 35 39 20 35 35 141 38 103 22 34 62
internal_value=0.000233173 0.000690557 -0.000494509 -0.00230493 -0.000174661 -0.00345378 -0.00107975 0.00107787 0.00105853 -0.00109889 -0.000702352 0.0011169 -0.00046045 -5.49133e-05 -0.00177609 -0.00338136 0.00184127 -0.000704053 0.00250168 0.00319549 -0.000489611 -0.000737172 -0.000343096 -0.000657213 -0.00480173 -0.00366763 -0.00199355 -0.00093735 0.000759691 -0.00346756
internal_weight=628.781 386.1 242.682 36.4374 206.244 27.0027 12.2421 8.252 61.8062 16.4543 144.438 283.634 133.544 105.608 11.7242 9.33803 45.352 9.34292 36.0091 30.1684 102.465 94.5756 86.2166 80.0399 8.35905 10.8943 27.9355 19.5865 11.7234 7.86304
internal_count=4633 2170 2463 479 1984 416 113 54 264 91 1720 1177 1394 1158 87 61 173 48 125 97 993 954 793 758 161 326 236 133 56 77
is_linear=0
shrinkage=0.00470451


Tree=197
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 3 3 0 1 1 1 3 0 4 1 4 0 2 0 1 1 3 1 3 0 3 0 4 0 2
split_gain=10.6092 10.7781 5.86335 6.40857 5.54654 5.83506 5.2631 5.0825 4.76854 5.07517 4.26159 4.01415 3.93742 5.01371 3.91677 5.34296 4.50072 5.08286 3.85173 4.443 6.5343 3.68073 7.71494 9.53284 6.11769 5.60588 4.33034 3.64283 3.87184 3.50861
threshold=70.182199495350019 85.705356740550016 89.89935142405001 95.44832900530001 -0.089139999999999997 0.090465000000000031 0.099855000000000027 97.886760529650019 71.104340634100012 70.816675614150014 78.196493182200015 0.12001500000000002 96.631250582750013 43.61821939175001 78.728807892050014 36.772607578000013 102.65877371115 -0.11334499999999999 93.972365491700018 70.077349628250019 69.873026810350026 -0.15544999999999998 61.993156030000002 1.0000000180025095e-35 71.096275259750016 0.083905000000000021 78.252950803000019 38.060777288450005 75.994645973400011 -0.070854999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 -6 21 12 9 -7 -9 -8 13 29 16 -16 17 -12 19 20 -3 24 23 27 -1 -25 -27 28 -23 -5
right_child=2 18 -4 7 5 8 11 10 -10 -11 14 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0038936041242121178 0.00061084334118927715 0.00093301331714618638 -0.0022652879499155641 -0.0046651083517618213 -0.0039002332184039077 -0.0020525006523194845 0.0018063443595609401 -0.0014716660971902005 -0.0039213230368097887 0.0033601484605516245 0.0028156709431974639 -0.0017379729113942233 0.0013393885781159418 0.0014886615313575652 -0.0037443691199078024 -8.95874249498194e-05 0.0039796933540358998 -0.0023094688557541826 -0.00092957172894089107 0.0032988651558469081 -0.0029761178721041388 -0.0037045833980138458 -0.0036472909992351673 0.0022108137481664947 0.00091804747398761832 -0.0043103821936827198 -3.1846234698259834e-07 -0.0043165989190787294 0.0032924052485241708 -0.00039479320207579035
leaf_weight=3.5893993806093958 9.9220507815480214 275.46891075745225 17.662780678831041 4.072449818253518 13.870847383514048 3.8107023797929269 17.527960192412142 30.793053217232227 3.5596789643168441 4.3197539001703262 4.2813010923564425 4.7458031475543967 45.962745752185583 7.3573261871933928 4.9543069526553145 82.911141404882073 5.7229208182543507 4.794052079319953 13.508177243173121 9.0264693871140462 5.0898937284946433 1.8874492160975926 12.797444116324185 12.14766948670149 22.121148452162743 3.3307092431932714 14.966681104153393 8.8719045668840391 1.8113246262073515 5.0214367732405671
leaf_count=121 63 1073 612 39 303 43 69 276 59 11 17 30 173 30 147 620 20 28 75 23 26 50 211 51 132 47 79 176 7 22
internal_value=0.000189066 0.000529204 -0.000366717 -0.00022177 -0.0015586 -0.00240072 -0.000421592 2.0404e-05 -0.000621473 0.000823268 -0.000356199 0.00105117 0.000825676 -0.000609577 -2.16246e-05 -0.000295663 0.00160549 0.000108318 0.000854813 0.000938049 0.000862094 -0.000823977 -0.001317 -0.00062373 0.000246302 0.000410406 -0.000784888 -0.00312832 -0.000278092 -0.00230714
internal_weight=655.907 406.891 249.017 231.354 35.483 25.561 103.797 195.871 11.6901 8.13046 133.457 22.2738 62.414 16.4512 102.664 87.8654 14.7983 9.07535 303.093 289.585 280.559 81.5237 55.8132 43.0157 25.7105 30.4451 18.2974 12.5707 3.69877 9.09389
internal_count=4633 2170 2463 1851 479 416 973 1372 113 54 1108 99 264 91 832 767 65 45 1197 1122 1099 874 621 410 253 177 126 233 57 61
is_linear=0
shrinkage=0.00341869


Tree=198
num_leaves=31
num_cat=0
split_feature=0 4 4 0 0 2 1 0 0 1 1 4 3 2 1 4 4 2 0 0 2 3 3 0 0 1 0 2 3 1
split_gain=9.36806 10.0596 8.27097 8.51528 7.36476 5.76121 4.90681 4.64197 4.38639 5.35889 7.77917 11.8219 9.32369 8.21152 5.96087 5.9565 4.73792 6.06799 4.54786 8.7681 4.34492 4.24625 7.7023 4.2396 4.20883 6.87708 5.55226 6.03524 5.52328 5.73667
threshold=102.75018128760001 44.749265482150008 42.783136484500005 75.381677519650012 100.19345760555002 -0.070854999999999987 80.677940036650014 122.35979489110001 102.32271644485002 64.369753017350021 62.111448187750007 41.909642283050012 0.093635000000000024 -0.027754999999999998 65.036490633650018 37.041406607950009 41.741384785950011 -0.14174999999999999 86.681267041950008 86.103248543850015 -0.25572 0.075320000000000012 0.078385000000000024 97.32487278035002 92.773313165550022 71.504920895500007 85.799452775150016 -0.22932499999999997 -0.20885999999999996 72.209296925700016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 -3 21 9 10 11 13 -13 15 -11 -5 17 20 19 -12 -17 -8 -23 24 26 -26 -4 -28 -27 -30
right_child=1 6 4 8 -6 -7 7 -9 -10 14 18 12 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 -25 25 28 27 -29 29 -31
leaf_value=-0.0033746823768021602 -0.0026634428655255278 -0.0040312528199267228 -0.00086518471805529921 0.0039468304828508931 -0.0043426316993812539 -0.0020553220751084573 0.0035925975860206321 -0.0045917102457412595 0.0037029530881720922 -0.0042740988675418661 0.0022695861304347807 -0.00025443770935281866 -0.0057350096108588289 0.00300120740227924 0.00034714199891075774 -0.00084765255326501275 0.0031968778627013846 0.00021623488115369847 0.0030285824213394322 -0.0039917203382105661 -0.0067511961340288775 -0.004710196740639834 0.0021735777947692529 0.003003467655555763 -0.0046333871070658684 0.0037179697426404637 -0.0028719543305331047 0.0020232060654830097 0.00320368360415158 -0.0054738109516736574
leaf_weight=8.9883372411131841 38.946297691203654 3.6614361982792643 34.842879615724087 7.7849893495440474 8.329948924481867 25.368199862539768 11.373499482870107 2.2824537437409154 8.8796097710728628 5.0829645656049243 15.738602403551342 17.515433285385374 8.0506385490298253 31.934902124106884 204.28387951664627 4.8435812667012215 7.579356685280799 51.670550942420959 49.349065005779266 5.3163722008466712 4.08206809312105 4.1228508893400422 9.6438606176525337 8.689981844276188 8.612517789006235 4.9096002541482449 5.1054811011999837 36.250200599431992 2.118483040481804 3.7497981339693069
leaf_count=268 889 46 310 28 117 246 38 69 28 41 78 92 62 101 1078 31 21 195 188 27 49 91 61 50 147 19 46 122 8 87
internal_value=0.000218643 -0.00123617 0.000397671 0.000685167 -0.000500593 -0.000253739 0.000552119 0.00116408 0.000771616 0.000708627 0.00119509 0.000597033 -0.00198024 0.00120773 0.000234948 0.000453719 5.48398e-05 -0.000338165 0.00232879 0.000688609 -0.00354759 0.00168665 0.000112027 0.000184537 -7.17314e-05 -0.00182514 0.000374461 0.00141888 0.000418914 -0.00234119
internal_weight=639.108 70.0304 569.077 431.1 137.977 129.647 31.0841 27.4227 422.112 413.232 203.866 133.462 25.5661 107.895 209.367 75.9605 68.1756 60.5962 70.404 21.055 8.92565 25.1402 13.7667 104.279 95.589 19.3904 76.1986 41.3557 10.7779 5.86828
internal_count=4633 1194 3439 2287 1152 1035 305 259 2019 1991 872 579 154 425 1119 324 296 275 293 105 80 190 152 789 739 261 478 168 114 95
is_linear=0
shrinkage=0.00421527


Tree=199
num_leaves=31
num_cat=0
split_feature=1 0 1 1 4 4 2 2 0 0 0 3 4 3 2 0 1 0 1 4 2 1 0 0 4 0 1 0 2 1
split_gain=6.16858 6.39303 5.4349 3.80055 3.96889 6.90113 6.49204 8.70595 5.89495 5.18571 5.97024 4.63405 4.633 8.35921 4.11848 3.78419 10.1151 4.2941 3.58951 4.53649 3.77484 3.50209 4.99094 3.36924 3.81254 6.62934 9.29976 6.25629 4.80184 4.16733
threshold=70.348883899450016 85.990333302400003 70.74946416085001 90.937096262400004 40.300545846000013 42.580420142950011 -0.156745 -0.092084999999999986 105.7585659356 94.770837556450019 103.37390357390002 -0.20885999999999996 47.927946529500012 0.10020000000000003 0.09450500000000002 91.109157582800023 68.20618276945001 90.321439350550008 81.339300736700025 42.388109226950007 -0.16533 71.397382570300024 96.082805124100005 85.931187223550012 41.873095646600007 85.121961326250016 61.546871980350012 85.823648898300021 -0.082654999999999992 64.730006406800015
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 9 18 11 -8 14 -4 21 -7 13 -13 -9 17 -17 -3 -6 20 -20 -11 -23 24 25 26 -1 28 29 -26
right_child=2 15 3 -5 5 6 7 8 -10 10 -12 12 -14 -15 -16 16 -18 -19 19 -21 -22 22 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00063194059435979283 -0.0057052905353053166 0.0011585348729917916 -0.0065786299223463051 -0.0032448359554668781 0.001868664717084145 0.0044518264822875648 -0.0050534391588622218 -0.0006994532265520814 0.002481391123509005 0.003361331263628347 -0.0044410417117993102 -0.0067152663089764652 0.0015958271960414493 0.0048924705904298919 -0.006309631951271745 -0.0030124142046455819 0.0012901833569621166 0.0036062972815452186 0.0004497678039782561 0.0050151803138196657 -0.0061461876399112802 -0.0064600869262406591 -0.00021550483188432148 -0.0038330686502527711 -0.00030146111343657729 0.0022066894225330107 -0.0056549903358449677 -0.0076434314900260588 -0.0030701097338282899 0.0048048706924326418
leaf_weight=22.832884683273736 4.6939631430432192 165.25970081612468 4.0415746439248315 10.410145305097101 59.362808682024479 7.2281505987048176 14.99531846120953 11.557296363636857 10.762541629374025 6.0195708535611621 9.4879592619836313 5.1672717463225153 13.216721555218099 2.1464636623859406 4.4225885774940243 18.912390258163214 45.4626599624753 19.596372216939926 4.1864476874470702 2.242422327399253 4.2985954899340859 3.3491334281861773 47.513771928846836 6.2212352678179732 40.496907987631857 34.731603736057878 7.6878248695284119 3.2627727389335623 14.641003570519386 4.3238762859255067
leaf_count=227 91 678 55 554 255 24 331 75 47 27 260 73 102 7 68 128 183 66 40 10 60 39 312 44 332 125 162 27 210 21
internal_value=0.000208643 0.000590048 -0.000441024 -0.000328913 -0.000184364 0.000298379 -0.000805633 -0.00203798 -0.000347112 -0.00114137 -0.000810267 0.00104731 -0.000151311 -0.00330858 -0.00225212 0.00105851 2.6147e-05 0.00141802 0.00139304 -0.00123896 -0.0028918 -0.000204657 -0.000626687 -0.000279966 -0.000107242 0.00072942 -0.000951667 -0.000977621 -0.000611856 0.000191148
internal_weight=608.532 383.429 225.103 220.409 209.999 139.587 69.4964 41.7377 26.7424 70.412 66.3704 27.7586 20.5305 7.31374 15.9799 249.231 64.3751 184.856 70.0903 10.7275 8.48504 56.8825 50.8629 134.198 127.977 65.2523 30.5207 62.7246 59.4618 44.8208
internal_count=4633 2203 2430 2339 1785 1092 727 521 190 693 638 206 182 80 143 1055 311 744 365 110 100 378 351 1148 1104 514 389 590 563 353
is_linear=0
shrinkage=0.00494411


Tree=200
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 3 3 1 2 1 1 4 2 4 1 4 0 0 2 0 0 2 1 4 0 3 3 4 3 3
split_gain=11.1729 10.4588 6.0826 6.71293 10.1416 5.56451 6.28982 5.50986 8.93314 5.49094 6.05911 5.46674 5.2146 5.52152 5.07945 4.89649 7.95333 6.72719 5.99311 4.79604 6.63845 6.41626 4.65088 5.55794 4.45949 5.0229 7.66485 4.26547 4.19648 12.3861
threshold=70.182199495350019 85.990333302400003 95.44832900530001 102.75018128760001 44.749265482150008 -0.089139999999999997 0.090465000000000031 81.573196594050017 -0.18437499999999998 71.104340634100012 70.816675614150014 44.279556297950009 0.70681500000000008 40.300545846000013 80.677940036650014 41.873095646600007 85.823648898300021 75.381677519650012 -0.082654999999999992 85.769879735700016 85.431134011250023 -0.087660000000000002 61.076391807500009 48.393869453650005 122.35979489110001 0.075320000000000012 0.078385000000000024 41.243661560350013 0.08759500000000002 0.092895000000000019
decision_type=2 2 2 2 2 2 2 2 2 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 5 7 -5 -2 -7 12 -9 10 -8 28 13 -4 -6 17 18 27 19 20 22 -22 23 -17 25 -16 -27 -1 -3 -30
right_child=2 11 3 4 14 6 9 8 -10 -11 -12 -13 -14 -15 24 16 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0045708044703352052 0.00068419678005589507 0.0018864135636957565 -0.00076715855725417313 -0.0027271956469375356 -0.0040912564565372981 -0.0049077286720539117 -0.0026807557827580545 0.0027422570183180724 -0.0045221838851006793 -0.0049675072638781532 0.0046313026937727046 -0.0016133915704460051 0.0047745496261992126 0.0011303883484900636 0.0037048341311205625 -0.0051986459971092528 -0.0064194401722341577 0.00093902067416415911 -0.0029005187928792201 0.0040546880499911682 -0.0052410875994977971 0.0017898510511478191 0.0026675202963102897 0.00047610767783247984 -0.0046225266587977152 -0.0047841601826651816 0.0020252160671968581 0.0041563040506968543 -0.0013394675020887328 0.0016274863638396095
leaf_weight=6.6130465473979703 9.7119734138250333 120.25348326563835 43.619096510112286 38.924905007705092 3.8159886952489641 15.013246461749079 3.8850081115961057 4.513502098619937 9.5341229848563653 3.8656288012862197 4.3437274992465973 12.063123688101767 5.242269590497016 76.27718835696578 11.66778246313334 3.9220395460724893 4.6873527094721785 66.852524921298027 16.376186635345221 4.9303188771009436 7.9818268418312073 3.3281886801123601 12.317519715055822 15.335855633020399 2.2349267192184916 4.3231428265571585 9.711206588894127 1.1969216149300335 35.794153437018394 88.21794968098402
leaf_count=217 63 462 277 889 46 303 43 16 120 59 11 88 22 355 38 81 38 311 210 12 71 14 105 70 69 91 61 19 166 306
internal_value=0.000228071 0.000667295 -0.000483906 -0.00020411 -0.00127178 -0.00207868 -0.00306855 0.000338049 -0.00218812 -0.000785505 0.00117908 0.00118213 0.000621627 0.000440048 0.00051235 -0.000252066 -0.00107007 0.000502578 -0.000679456 8.12258e-05 -0.000375583 -0.0031721 0.000626103 -0.000679606 0.00114117 0.00164235 -7.23451e-05 -0.00323333 0.00132019 0.000771122
internal_weight=646.554 399.87 246.684 209.864 70.678 36.8196 27.1076 139.186 14.0476 12.0944 8.22874 256.329 125.139 119.896 31.753 143.542 68.8793 74.6625 64.1919 47.8157 42.8854 11.31 31.5754 19.2579 27.9371 25.7021 14.0343 7.80997 244.266 124.012
internal_count=4633 2170 2463 1984 1194 479 416 790 136 113 54 1022 654 632 305 1148 601 547 563 353 341 85 256 151 259 190 152 236 934 472
is_linear=0
shrinkage=0.00425398


Tree=201
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 3 1 0 3 0 1 1 0 3 1 1 2 2 2 2 2 1 1 4 3 0 2 3 0 2
split_gain=8.6678 8.94354 5.93105 5.81209 5.45305 5.62075 4.99012 4.98792 4.9556 5.23484 4.77206 6.72483 4.56059 4.5375 3.89637 4.91944 3.64268 6.13281 4.75503 4.22368 8.2633 9.25939 6.29612 10.2496 4.4412 6.50427 3.58505 7.17824 4.76326 4.87828
threshold=70.182199495350019 85.705356740550016 95.44832900530001 97.886760529650019 -0.089139999999999997 0.090465000000000031 61.917879202350001 93.972365491700018 -0.17949499999999999 85.619326080400015 70.077349628250019 69.873026810350026 85.121961326250016 0.092675000000000021 90.937096262400004 78.196493182200015 -0.61402999999999996 -0.59614999999999996 -0.50748499999999985 -0.15962499999999999 -0.09280999999999999 89.541786492700012 81.339300736700025 42.388109226950007 -0.15148999999999999 104.22883325935001 -0.076544999999999988 0.076835000000000028 97.32487278035002 -0.095854999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 4 26 -2 -6 12 10 -8 -10 11 -3 -1 -7 15 -5 -17 -18 -19 24 21 -21 -22 -24 -20 -26 28 -28 29 -4
right_child=2 7 3 14 5 13 8 -9 9 -11 -12 -13 -14 -15 -16 16 17 18 19 20 22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.00040681339717079149 0.00087519867603135296 0.0013034835147520917 5.3462739581474151e-05 -0.0022589877775072912 -0.0058262534556392962 0.0028672982369005368 0.0016201670044942598 -0.0018651258768616419 -0.0048693821158100311 -0.00025611623976175204 0.0049432698039628738 -0.0046681906880457332 0.0031224058959618394 -0.003559219458421452 -0.0035772795445663938 -0.0068102343811580991 0.0052955667729652923 -0.005854535432226097 0.0058714139428542771 -0.0053254958457917348 0.0019737509323716159 0.0030514487137279223 -0.0050411944464985765 0.0015006433167781526 0.0033304028315032743 -0.0066039565609061863 -0.0026662283552156846 0.00347708636849246 0.0019721911747286546 -0.0059014468071472998
leaf_weight=51.234230869449675 9.3523405715823156 260.11972162872553 9.7019296921789628 30.657559325918555 13.756377614103259 4.565140672028063 6.9838404655456534 13.181233078241346 16.884663511067632 9.9838976934552175 8.9469460807740671 4.9006808102130881 11.421587470918892 7.2574726492166519 11.271871916018425 1.938162650912999 5.6417843457311383 3.5555683355778447 6.1424144580960274 14.001092050224537 34.036586496979005 4.4307801080867639 10.891272382810714 13.912765674293039 5.1835618596523982 2.487872926518321 5.9844742938876179 25.625315353274345 14.141764950007198 5.4971388354897526
leaf_count=521 63 1073 47 276 303 25 38 75 325 52 23 26 37 88 554 32 24 73 17 243 153 29 186 70 27 36 31 86 55 45
internal_value=0.000251548 0.000722487 -0.000501177 -0.000173547 -0.00242488 -0.00363147 -0.000607615 0.00116952 -0.00217001 -0.00315517 0.00131553 0.00119306 0.000236531 -0.00107771 -0.000726377 -0.000484541 4.76363e-05 0.000180177 -0.000124761 9.89014e-05 -0.000360926 -0.00331179 0.000563434 -0.00137183 0.0026711 0.000108656 0.00113392 0.00231401 -0.000137423 -0.00210029
internal_weight=623.69 383.657 240.033 205.102 34.9313 25.579 96.5082 287.149 33.8524 26.8686 273.967 265.02 62.6558 11.8226 144.151 132.879 102.222 100.284 94.6419 91.0863 77.2725 18.4319 58.8406 24.804 13.8138 7.67143 60.9506 31.6098 29.3408 15.1991
internal_count=4633 2170 2463 1984 479 416 973 1197 415 377 1122 1099 558 113 1720 1166 890 858 834 761 681 272 409 256 80 63 264 117 147 92
is_linear=0
shrinkage=0.00505046


Tree=202
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 1 4 2 4 3 1 0 3 1 3 2 2 1 3 2 0 2 2 4 2 4 3 2 0
split_gain=12.4869 11.1332 7.10392 7.70049 7.44575 5.15573 7.61907 8.9322 5.14389 5.11662 5.68005 4.6635 6.09189 4.56228 4.51597 7.0373 7.71197 7.01677 6.92766 5.54676 7.01068 5.28845 6.0419 5.0739 5.03584 4.80952 4.3377 4.8857 5.98349 6.44718
threshold=70.182199495350019 85.705356740550016 94.770837556450019 90.937096262400004 -0.160525 -0.051199999999999996 81.339300736700025 42.498713093000006 -0.068964999999999985 44.578137159850009 0.080375000000000016 61.917879202350001 85.121961326250016 0.070640000000000022 74.927328095600004 -0.098985000000000004 -0.094409999999999994 -0.59614999999999996 87.143681840350013 0.091885000000000022 -0.10040499999999999 98.752444047600008 -0.14510999999999999 -0.078504999999999991 40.00488309970001 -0.156745 40.408647214050006 -0.17949499999999999 -0.088039999999999993 85.619326080400015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 5 -2 8 13 -8 14 -3 -11 12 -1 -7 19 -16 17 -17 21 -4 -21 22 -19 -22 -18 -20 -13 -28 -29 -30
right_child=2 9 3 -5 -6 6 7 -9 -10 10 -12 26 -14 -15 15 16 24 18 25 20 23 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.00040983538211275707 0.00092713749978218609 0.001054892127761774 -0.0030912163263417825 -0.0027884114090839123 -0.0035924258851316036 -0.00093420347550850333 -0.0036014337365583376 0.001472312872336868 -0.0033850839522599524 -0.0038400453609440353 0.00077145110261764001 -0.0047508761341135851 0.0024647566629567089 0.0017424673932970936 0.0021288534232703801 0.0013899005956845986 -0.0028541782600480922 -0.0030116211800919274 0.0017503373096408184 0.0027144029258967402 -0.0050850752826522528 -0.0038139820426992817 0.0022426979676267232 0.0014768047192322729 0.0019046815400032191 -0.0041308794569106001 0.0018765879827823129 -0.0037800815357728148 -0.0030139097797571082 0.0021430493329512479
leaf_weight=54.043305387720466 6.7910309135913876 286.80006691068411 15.512296296656134 14.918672281317411 17.46266895532608 10.256932798773049 10.562347773462536 8.320880785584448 7.8240302279591551 6.1626666374504557 8.5583713129162771 4.8492806516587725 12.103786110877989 51.078631322830915 17.841833347454667 11.409907273948191 3.4504003468900946 6.8449507057666779 9.4096407108008844 6.8679995723068714 4.102143220603466 20.749932907521725 5.1399230509996396 2.5715317986905557 22.008014794439077 2.3262942479923359 6.2098178118467358 10.867211474105718 5.7778536062687618 7.4382849633693695
leaf_count=521 48 1103 179 554 286 67 157 36 76 54 40 83 37 217 92 57 43 57 65 27 40 303 15 13 83 48 24 209 74 25
internal_value=0.00019219 0.000593895 -0.000441244 -0.000243424 -0.00232695 -6.78727e-05 0.000668573 -0.00136569 -0.000502073 0.000946801 -0.00115906 -0.000456644 0.000116166 0.00129486 -0.000326171 4.58245e-05 -0.000411091 -0.00117228 -0.00182967 -0.00159604 0.000116711 -0.0026952 -0.000758214 -0.00255662 0.00125971 0.000584564 -0.00153482 -0.00102 -0.00176687 -0.000111479
internal_weight=658.261 402.811 255.45 231.196 24.2537 216.278 80.2188 18.8832 136.059 301.521 14.721 101.29 66.1471 61.3356 128.235 99.1809 81.3391 55.8806 44.4707 29.054 13.5417 32.7348 11.9849 6.67368 25.4584 11.7359 35.1424 30.2932 24.0834 13.2161
internal_count=4633 2170 2463 2129 334 1575 477 193 1098 1197 94 973 558 284 1022 763 671 545 488 259 80 375 72 53 126 113 415 332 308 99
is_linear=0
shrinkage=0.00366249


Tree=203
num_leaves=31
num_cat=0
split_feature=1 0 1 1 3 3 1 3 3 0 3 4 1 4 2 2 0 4 3 2 3 0 3 0 2 2 1 1 0 1
split_gain=10.0678 10.5673 6.14555 5.63861 5.17147 5.03768 7.89524 9.51107 6.26315 5.76118 4.6102 4.34678 4.82134 4.11692 8.6045 9.8691 6.63479 6.21525 5.42439 5.90923 7.18126 4.68399 4.58686 7.05368 4.19965 4.19397 9.31316 3.99809 3.56639 3.49574
threshold=70.348883899450016 85.705356740550016 70.74946416085001 90.937096262400004 0.099855000000000027 -0.15544999999999998 61.993156030000002 1.0000000180025095e-35 0.083905000000000021 71.096275259750016 0.12001500000000002 37.232443001650005 71.397382570300024 42.580420142950011 -0.156745 -0.092084999999999986 105.7585659356 40.722669576350008 -0.20885999999999996 -0.21563499999999999 0.094780000000000017 103.37390357390002 0.074735000000000024 104.25302938255003 0.09450500000000002 -0.10434500000000001 83.116371560950014 60.87206898960001 100.19345760555002 88.264768880750012
decision_type=2 2 2 2 2 2 2 2 2 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 11 5 9 7 -7 -9 -1 -6 12 -4 17 18 -16 24 21 -15 20 -20 25 -21 -24 28 26 -13 -10 -17 -23
right_child=2 -3 3 -5 10 6 -8 8 27 -11 -12 13 -14 14 15 16 -18 -19 19 22 -22 29 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0051009430736106646 -0.0053327019531772338 0.0011059657303896298 0.0020181155986341414 -0.0033285993799146187 0.002431561057609213 -0.0043050335079231261 -0.0049574966113828745 0.0030236385121361511 -0.0040434876871219766 0.0014369653465660683 -0.0026860548586260134 -0.0040594793051891235 -0.0033029898775212342 0.004287606678720318 -0.0048009238640029147 0.0013810963870147712 0.0022646434078945521 0.0015366470198466776 -0.005962683242875225 0.005340872861535311 0.0017935749348618572 -0.0052820792115929622 0.0034748262330794207 -0.0053225956802672829 -0.0058647117916087654 0.00068185570780685033 0.0041841256256705895 0.00041075143676064376 -0.0036173676756142679 0.0029087257460248825
leaf_weight=3.207812073640528 5.3185990396887055 300.6778193116188 4.4650387652218368 12.768584286794065 17.422879151999954 12.220025088638065 13.218530796468256 11.870726160705091 6.6225901376456049 21.383563226088881 4.6060761846601954 11.780493695288895 16.72084257286042 7.7886773012578514 17.402344694361091 6.7187098376452976 11.245033528655766 60.721581194549799 5.8728224895894563 5.0174950435757601 4.264113862067461 6.2098742350935927 4.4608365669846535 3.2679182812571526 4.7663870602846137 43.284427428618073 3.7355306446552268 11.262995844706891 5.2722680568695068 1.3049530237913129
leaf_count=121 91 1230 24 554 69 233 211 51 69 132 30 108 282 24 331 34 47 294 77 12 21 97 19 53 68 227 11 57 41 15
internal_value=0.000235924 0.000677027 -0.000496547 -0.000388048 -0.000589701 -0.00112843 -0.00189144 -0.000925924 0.000461775 0.000584131 0.00136151 -0.000220652 -0.00218154 -1.6121e-05 -0.000853058 -0.00211051 -0.000438535 0.000485082 0.0010084 -0.000107727 -0.0027 -0.000477783 0.00195388 -0.000244952 -0.0022525 -4.5561e-05 -0.00207481 -0.00123854 -0.00081666 -0.00385974
internal_weight=644.88 402.493 242.387 237.068 101.815 79.7862 55.1949 41.9763 29.7563 24.5914 22.029 224.299 21.1859 203.113 76.0766 45.4047 28.0024 127.037 30.6719 22.8832 10.1369 66.3153 12.7462 7.72875 16.7574 58.8005 15.516 17.8856 11.991 7.51483
internal_count=4633 2203 2430 2339 973 874 621 410 177 253 99 1785 306 1479 727 521 190 752 206 182 98 458 84 72 143 346 119 126 75 112
is_linear=0
shrinkage=0.00454921


Tree=204
num_leaves=31
num_cat=0
split_feature=1 1 0 1 4 3 2 0 0 4 2 3 3 1 0 3 3 0 3 2 2 2 4 4 4 0 2 0 2 3
split_gain=3.57089 4.96806 3.85105 3.55097 4.09288 3.78722 4.84172 4.37327 3.5246 3.14461 2.90331 2.8427 3.33469 2.60088 5.78148 7.45466 2.88705 2.90514 2.89408 6.28075 5.26565 2.48175 7.74797 4.54787 4.08409 5.53545 3.88343 3.76008 7.27885 3.58403
threshold=70.348883899450016 70.74946416085001 85.705356740550016 61.917879202350001 40.408647214050006 -0.17949499999999999 -0.088039999999999993 85.619326080400015 85.121961326250016 33.036871954450007 -0.60414999999999985 0.4149000000000001 0.18642000000000006 71.053259929650025 95.550490414250007 -0.089139999999999997 -0.25843999999999995 113.1679565431 0.095830000000000012 -0.58319500000000002 -0.088274999999999992 0.22387500000000005 43.477771593600004 42.527280425250005 44.749265482150008 100.19345760555002 0.059500000000000011 109.03310793845002 -0.15962499999999999 0.082535000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 -5 -6 10 -8 -1 -3 -7 12 13 -11 15 -15 -16 18 21 -20 -21 23 -23 26 25 -25 -18 28 -26 -30
right_child=1 9 -4 4 5 6 7 -9 -10 11 -12 -13 -14 14 16 -17 17 -19 19 20 -22 22 -24 24 27 -27 -28 -29 29 -31
leaf_value=-0.0013530940392954191 -0.023970709272559294 -0.023444958574832656 0.0031147063819298776 -0.027379690908057908 0.01034579956039689 0.016381806365702384 -0.015503798336455845 0.010323249202667022 0.011932031858774565 0.0097145853330561048 -0.024762730372580366 -0.025496611017824713 0.015942029888374593 0.0028226778940694704 -0.017830890628292496 -0.023494937991143473 0.0038398098794892358 -0.010625843147336741 0.012500035322994199 -0.027174666114529261 -0.004275794302329999 -0.02128471881046818 0.017783594035631633 0.0032648260737139011 0.012879059065818172 -0.018791068507527792 0.015743089499586159 0.016925952527112414 -0.025065672969483924 0.0022245643799494621
leaf_weight=47.19759616907686 4.2625718694180241 2.7330350317060939 272.107995018363 4.0437228251248625 5.7457372434437337 0.83475743234158084 4.8801969420164735 7.055953361093998 10.797471027821301 9.5126361660659295 7.8628693502396345 2.0295693464577189 5.2567853201180688 8.2040325384587067 4.0249834302812806 11.203257932327686 55.094059953931719 10.316048470325766 6.8862352753058103 6.025996580719954 16.566547235473987 6.4775675311684591 3.4092040061950684 8.9653582870960253 8.1082906834781205 11.340305013582109 15.440035486593841 6.8073539249598971 5.5023538684472442 3.4422354586422443
leaf_count=521 91 162 1230 83 24 3 74 25 37 51 206 33 30 61 84 297 424 346 29 87 131 73 11 40 40 203 58 41 118 20
internal_value=0.000609261 -0.00155384 0.00187888 -0.00192439 -0.00772844 -0.00471609 -0.00891027 -0.00023636 0.00112032 -0.001093 -0.0208139 -0.000794442 -0.000546965 -0.000986233 -0.00152822 -0.0123697 -0.000278841 0.000150932 0.000872532 -0.00503791 -0.0103835 0.00227102 -0.007813 0.00314023 -0.00213832 -0.00905295 0.00644546 0.00374621 -0.00151503 -0.0145633
internal_weight=572.135 211.608 360.526 88.4183 30.4232 26.3795 20.6338 11.9362 57.9951 207.346 8.69763 204.613 202.583 197.327 187.814 19.4073 168.407 164.382 154.066 29.4788 22.5925 124.587 9.88677 114.7 44.1659 20.3057 70.5341 23.8602 17.0529 8.94459
internal_count=4633 2430 2203 973 415 332 308 99 558 2339 209 2177 2144 2114 2063 358 1705 1621 1275 247 218 1028 84 944 462 243 482 219 178 138
is_linear=0
shrinkage=0.0209766


Tree=205
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 0 1 1 1 1 3 0 1 1 0 1 1 4 0 2 1 3 2 4 3 2 3 0 2 4
split_gain=11.5884 11.1235 6.3909 7.7079 5.50753 5.38022 5.01067 6.04025 5.97922 5.94943 5.13682 5.72688 4.68147 6.6249 4.55773 4.66248 4.38832 9.5939 7.92803 7.76255 5.02311 11.809 4.79635 9.56351 5.0551 4.14704 7.3541 5.21992 4.70476 4.10317
threshold=70.182199495350019 85.705356740550016 89.89935142405001 95.44832900530001 -0.20885999999999996 93.972365491700018 61.917879202350001 60.87206898960001 58.309968391300011 57.027573863050009 -0.17949499999999999 85.619326080400015 70.077349628250019 69.873026810350026 97.886760529650019 78.196493182200015 81.339300736700025 44.749265482150008 102.75018128760001 -0.18437499999999998 83.602982482550019 -0.085394999999999999 -0.078504999999999991 40.00488309970001 -0.15148999999999999 -0.076544999999999988 0.076835000000000028 97.32487278035002 -0.095854999999999996 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 4 -2 12 7 8 9 -1 -8 29 13 -3 25 -16 18 19 -17 20 -18 -22 24 -24 -20 27 -27 28 -5 -12
right_child=2 5 -4 14 -6 -7 10 -9 -10 -11 11 -13 -14 -15 15 16 17 -19 22 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00099038454906759193 0.00099624717197722631 0.0010861535151254782 -0.0026121062399881065 -0.00011863651455268927 -0.0027018188283920836 -0.001395200263593758 0.0012204369378015821 0.0017772582098905033 -0.003478726062333768 0.0024904875936837467 -0.0046665850611681912 -9.0632038062822705e-05 0.0038227722968945605 -0.0034373400380318083 -0.0016728589959461562 0.0018841076338301137 0.0034568301219391156 0.0014326677100299601 0.0022596659399417743 -0.0030627583798598051 0.006046468158667594 -0.0051131587809232978 -0.0045548793279956042 0.0042654175935820434 -0.004989564620116127 -0.0020114027318172633 0.0027166113318148324 0.0015281021374278889 -0.0045481263240054652 -0.00029170104459137216
leaf_weight=25.061275640502572 7.6698557622730723 273.9000279456377 18.8958705291152 10.105480864644049 28.555255990475416 13.63822168856859 7.4487925022840491 22.451765542849898 9.1527274642139655 10.443257018923758 14.322755234315997 10.414991341531275 9.1477910801768285 4.9483889043331137 31.767096938565373 34.845607459545135 5.448334898799656 20.340157654136419 1.8465176038444049 25.849087407812476 2.0845915153622627 4.4890982303768396 3.0347819831222287 4.7091103941202164 6.6266929358243951 6.0596380904316893 26.703207038342953 14.495482005178927 5.5918328836560276 4.151224046945571
leaf_count=314 36 1073 612 47 443 75 38 89 103 52 254 52 23 26 276 127 25 125 12 330 5 70 43 12 83 31 86 55 45 71
internal_value=0.000197415 0.00060674 -0.000442487 -0.000271825 -0.00191884 0.000982746 -0.000489635 0.000137854 -0.000686368 3.34747e-05 -0.00164849 -0.00238822 0.00109536 0.00100588 2.06461e-05 -0.000366287 1.35478e-05 -0.000713675 0.000842578 -0.00186645 0.000705781 -0.00157431 -0.00139535 0.0008088 -0.00340978 0.000887501 0.00184214 -0.000148402 -0.00169655 -0.00368352
internal_weight=664.199 405.081 259.118 240.222 36.2251 301.634 103.447 67.109 44.6573 35.5045 36.3378 28.889 287.996 278.848 203.997 141.041 109.274 58.2113 51.0627 37.8711 12.022 6.57369 16.2171 7.74389 8.47321 62.9556 32.7628 30.1928 15.6973 18.474
internal_count=4633 2170 2463 1851 479 1197 973 558 469 366 415 377 1122 1099 1372 1108 832 555 277 430 100 75 150 55 95 264 117 147 92 325
is_linear=0
shrinkage=0.00387461


Tree=206
num_leaves=31
num_cat=0
split_feature=1 0 4 1 0 3 4 4 0 0 0 4 3 1 0 3 3 2 4 2 3 1 1 2 3 1 2 1 2 3
split_gain=16.1048 15.742 7.34582 6.8909 7.92314 7.59966 6.23872 5.18841 10.0095 7.04399 5.69781 5.88872 5.62516 5.2016 5.16356 4.92015 11.8258 12.1722 8.19474 5.69206 4.8907 5.22601 6.38832 4.81546 5.94239 5.84561 5.67229 4.81344 4.6241 6.04316
threshold=70.182199495350019 85.990333302400003 44.279556297950009 90.937096262400004 95.44832900530001 -0.20885999999999996 37.232443001650005 42.154118731400011 75.381677519650012 85.823648898300021 85.799452775150016 48.109449608500007 0.070640000000000022 62.041548276350007 97.886760529650019 0.08759500000000002 0.092895000000000019 -0.016014999999999998 41.559097512700014 -0.22386500000000001 0.090465000000000031 71.104340634100012 70.816675614150014 -0.076544999999999988 0.076835000000000028 74.927328095600004 -0.095854999999999996 78.27445846800002 -0.072755 0.10249000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 15 4 5 -2 -6 8 -1 10 11 12 -9 -14 23 19 17 -17 28 -3 -7 22 -22 25 -25 26 -8 -16 29 -18
right_child=3 2 -4 -5 6 20 14 9 -10 -11 -12 -13 13 -15 27 16 18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0023937675088004508 0.0010352375100142854 -0.00058555154744359818 -0.0011735793487793183 -0.0022051754812761138 -0.0015765042568837569 -0.0029520605830217275 6.2541767831257244e-05 -0.0033931405196143557 0.00060420244676310728 -0.0043038015779858765 0.0027736816353871236 0.00057879875768954364 3.452270236600627e-05 -0.0023896647053833053 -0.0012159743403260402 5.1348262164321085e-05 0.0017934407908919978 -0.0041914273724718773 -0.00017035237651940173 0.0016080942223809552 -0.0019489400960186396 -0.0033380449571609691 0.0029945825972367045 -0.0011260844599934037 0.0021392898431214966 0.0010482957411185247 -0.004103111526038046 9.3381040845156311e-05 0.002375669378594208 -0.00096939960646682567
leaf_weight=10.263773273676632 8.1336041949689371 10.454268403351305 12.822480935603378 15.702159715816377 19.47180693782866 19.289192613214258 6.3874854408204556 8.8830109108239395 76.160573123022914 4.3808384239673606 3.8918112218379965 17.762348502874374 20.283022861927751 11.13515258207917 29.150867521762848 30.400216400623322 18.989750988781456 6.7025884091854087 25.8863295763731 118.51280925422907 4.1144888252019864 4.0307394154369822 4.386341005563736 5.4713741242885616 26.202884525060654 15.620612069964407 4.5430409908294695 104.70776905491948 37.729431942105293 9.7213462442159635
leaf_count=250 36 46 88 554 277 330 30 178 351 35 10 75 119 130 229 122 58 44 103 416 43 59 11 25 79 55 38 697 104 41
internal_value=0.000174375 0.000519722 0.000931843 -0.00037358 -0.000259231 -0.00142315 -3.94134e-05 -0.000211978 0.000248163 -0.00081146 -0.000564518 -0.000788266 -0.00139079 -0.000824652 0.000116403 0.00103632 0.000643775 -0.000715105 0.00118986 0.00143027 -0.00205153 -0.000665393 0.000601867 0.000824867 0.00157523 -7.02832e-05 -0.00166882 -0.000191762 0.00171982 0.000857965
internal_weight=691.192 423.98 271.219 267.212 251.51 39.9544 211.556 152.761 86.4243 66.3362 61.9553 58.0635 40.3012 31.4182 192.084 258.397 129.43 37.1028 92.3269 128.967 31.8208 12.5316 8.50083 58.2254 31.6743 26.5511 10.9305 133.859 66.4405 28.7111
internal_count=4633 2170 1022 2463 1909 479 1430 1148 601 547 512 502 427 249 1153 934 472 166 306 462 443 113 54 227 104 123 68 926 203 99
is_linear=0
shrinkage=0.00284985


Tree=207
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 3 2 4 1 3 3 0 3 0 1 4 2 3 1 1 1 4 2 0 2 1 1 3 0 1
split_gain=13.9591 14.0444 6.0675 6.4941 8.90234 5.72276 6.50223 5.47678 4.74465 6.24505 6.04334 6.11959 5.21835 5.28397 4.68186 5.14767 4.59902 4.35891 8.08601 4.25013 4.23837 8.29627 7.33538 6.7094 5.38201 5.08219 4.9956 11.1108 3.93754 9.12675
threshold=70.348883899450016 85.705356740550016 90.937096262400004 96.631250582750013 97.789976036950009 -0.20885999999999996 -0.21563499999999999 36.772607578000013 61.917879202350001 1.0000000180025095e-35 -0.10978499999999999 71.096275259750016 -0.17949499999999999 85.619326080400015 78.27445846800002 42.081757894750005 -0.14314999999999997 0.079025000000000026 59.240174904450008 58.309968391300011 81.339300736700025 44.749265482150008 -0.16533 102.75018128760001 -0.078504999999999991 80.677940036650014 83.602982482550019 -0.10696499999999999 91.109157582800023 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=1 8 3 5 16 6 -2 -6 9 10 11 -1 -10 -14 15 -9 -5 -11 19 -19 23 22 26 -16 25 -25 -22 -28 -3 -30
right_child=2 28 -4 4 7 -7 -8 14 12 17 -12 -13 13 -15 20 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.0039163834606053549 0.0035672773204364272 0.0011957819208874094 -0.0026296550553850284 -0.0010226842719735934 -0.0027955730502927474 -0.0020791423857746752 -0.0020891913073972346 -0.00048492390760993003 0.0010743319008272999 0.0038554223709489771 -0.0038470485871112503 0.0007923096316824681 -0.0033614284273058713 -0.00020297419854628577 0.0017964271047511938 -0.0035741078841312552 0.0019615069261829264 -0.00027867050559581002 0.0018040223308665863 -0.004620130602522571 0.0032795971185330675 0.001150974753596999 -0.0027400746726574127 -0.0046971904180229682 0.0012333964824463178 0.0016541465827314731 0.0049466182535707424 -0.0047597752778228116 -0.0018071761553348131 0.0010588360327946178
leaf_weight=4.3857663385570111 5.3878877200186253 243.61324946582317 14.900200278498231 7.9236417561769477 11.218912242911754 38.587303975597024 4.8096124157309514 22.604532353579998 7.5382365882396689 5.560059279203414 7.9128836188465348 16.198433062061667 18.494889318943027 10.318519741296766 33.123082123696804 9.6137496046721918 34.903693847358227 8.1064424216747266 21.181674245744944 4.3234520815312854 5.1896821819245762 22.706739712506533 23.306641746312383 5.9416045434772951 6.9309720546007147 2.1437836512923241 2.2645084783434868 4.2279021106660366 19.531928103417158 48.132540538907051
leaf_count=145 16 919 554 42 219 490 32 143 38 14 106 109 325 52 115 105 116 57 76 51 21 139 257 69 39 9 7 57 128 183
internal_value=0.000210015 0.000610264 -0.000439839 -0.000304385 -1.17906e-05 -0.00145653 0.000899425 -0.000419539 -0.000514648 3.88841e-05 -0.0012206 -0.000210947 -0.00154505 -0.00223034 -0.00022645 -0.00140672 0.00140939 0.000955147 0.00047538 -0.00178875 0.000132848 -0.000513544 -0.00159377 0.000907554 -0.00105312 -0.00301318 0.000693186 -0.00137425 0.000986178 0.000231537
internal_weight=671.083 415.298 255.784 240.884 192.099 48.7848 10.1975 149.272 104.02 67.6687 28.4971 20.5842 36.3516 28.8134 138.053 32.2183 42.8273 39.1716 33.6116 12.4299 105.835 57.6955 34.9887 48.1394 15.0164 8.08539 11.6821 6.49241 311.278 67.6645
internal_count=4633 2203 2430 1876 1338 538 48 1180 973 558 360 254 415 377 961 248 158 198 184 108 713 481 342 232 117 78 85 64 1230 311
is_linear=0
shrinkage=0.00353616


Tree=208
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 4 0 2 2 1 2 2 4 3 0 0 3 3 1 4 0 2 2 2 1 1 0 1 3 3
split_gain=3.56339 4.04316 4.01103 4.47414 5.38353 3.26818 3.28612 7.4643 3.41678 5.69877 7.45352 3.70916 3.07356 6.57348 2.99763 4.05414 5.45365 6.08876 3.04006 5.66442 5.57623 2.98396 2.9635 9.29199 2.96205 2.86171 2.85335 2.84589 2.83678 2.83132
threshold=93.972365491700018 85.732241321850012 70.182199495350019 70.077349628250019 69.873026810350026 33.036871954450007 94.770837556450019 -0.14907499999999999 -0.051199999999999996 81.339300736700025 -0.043559999999999995 -0.068964999999999985 42.081757894750005 0.088350000000000026 93.501885318850015 91.437149474700007 0.085855000000000029 0.096715000000000009 62.095317438950012 39.476991512000005 85.769879735700016 -0.057599999999999998 0.22387500000000005 0.70681500000000008 69.633754036750005 93.840631043300007 95.217121606100008 70.348883899450016 -0.16179999999999997 0.093745000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 14 -2 7 -7 11 12 -11 24 22 -14 15 18 -17 -18 19 -3 -21 -13 -10 29 -8 26 27 -26 -4 -24
right_child=5 2 28 -5 -6 6 8 -9 9 10 -12 21 13 -15 -16 16 17 -19 -20 20 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0015045456546304993 -0.020381972463084975 0.016343549359698523 0.0038138514417099677 0.016102891406175549 -0.015810955523298878 0.0068146493024002826 -0.025322048496788863 -0.015580709981408331 0.010590923791888893 0.023902978748089415 -0.0099375561459467184 -0.024994165066217853 0.0044467712894530392 -0.024659298206873945 0.0150212635109303 0.0033361326955188442 -0.030074043814949457 -0.0018368070726473365 0.0054365049489205229 0.017232867712181018 -0.0012805969900947516 -0.00057981954857228729 -0.0279856951696957 0.019513020029796994 0.011266303473272248 -0.018438247521874594 0.00010988212534147962 -0.017953404476834717 -0.021989563617332009 -0.0020887228119074955
leaf_weight=93.891668990254402 2.7757446747273198 7.1479417830705634 2.1978240646421909 8.1315020918846113 4.8603776842355719 7.2366788964718607 1.6087211742997158 13.40381129644811 32.05568864569068 2.3451055474579361 16.627263561356813 3.9036345817148685 12.535869367420672 3.045461229979991 6.4590344466269007 12.415342655032875 4.3484646975994092 5.4130066335201263 115.98123476654291 5.483223855495452 81.445236779749393 2.6566214868798843 2.9023560099303705 4.0694487690925598 1.3208705410361279 2.9106150409206739 105.91999304387718 5.1813227655366063 3.468749936670064 2.4656197056174278
leaf_count=1000 163 21 14 23 26 74 15 202 125 6 352 63 64 31 21 61 42 23 504 14 367 15 28 22 7 218 933 105 81 13
internal_value=0.000536549 0.00165186 0.00280344 0.00313632 0.00270341 -0.00122044 -0.000978891 -0.00772876 -0.000280711 0.00268253 -0.00575465 -0.00210534 0.00548717 -0.00124218 0.0030804 0.0027483 -0.00447762 -0.0144157 0.00351117 0.00113754 -0.000112815 -0.0151074 0.00801415 -0.000738253 -0.00137594 -0.00104193 -0.000591541 -0.0120176 -0.0119815 -0.0160907
internal_weight=574.208 351.244 257.352 251.685 243.554 222.965 220.189 20.6405 199.549 76.0468 18.9724 123.502 57.0744 15.5813 238.693 232.234 22.1768 9.76147 210.058 94.0764 86.9285 6.56026 41.4931 9.43742 116.942 115.333 112.422 6.50219 5.66657 5.36798
internal_count=4633 2197 1197 1102 1079 2436 2273 276 1997 641 358 1356 283 95 1053 1032 126 65 906 402 381 78 188 63 1278 1263 1045 112 95 41
is_linear=0
shrinkage=0.01777


Tree=209
num_leaves=31
num_cat=0
split_feature=1 0 3 4 2 2 4 3 2 3 3 4 4 2 4 3 3 3 3 3 3 4 3 2 1 4 4 0 1 1
split_gain=3.0385 6.81815 5.97147 6.92934 4.83503 11.1187 4.81982 6.32967 4.41427 8.30676 5.41993 5.02739 4.78222 4.07632 3.82018 4.84929 5.50439 4.11019 3.73776 3.73327 3.50736 3.4443 3.33681 3.66735 3.19451 2.972 4.66982 2.92062 2.85434 5.08093
threshold=64.369753017350021 86.681267041950008 0.081775000000000028 41.257948413050009 -0.083834999999999993 -0.06828999999999999 41.965446242000006 0.11636500000000001 -0.11692 0.085895000000000013 0.070640000000000022 43.847983878700006 48.393869453650005 -0.098419999999999994 41.681597818500002 0.091885000000000022 0.087795000000000026 0.087935000000000027 0.08846500000000003 0.092895000000000019 0.085625000000000021 48.96897326980001 0.10249000000000003 -0.053874999999999999 62.057679025150001 41.16018805045001 38.751720283100006 87.028078140750011 61.987779113750001 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 6 13 27 -5 -6 14 8 9 12 -10 18 -8 -3 15 16 20 -16 -12 -20 24 -14 -17 25 28 26 -24 -4 29 -1
right_child=-2 2 3 4 5 -7 7 -9 10 -11 11 -13 21 -15 17 22 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00058088495221902991 -0.0008460467681605079 -0.0015332191819384692 -0.00041339636754965283 0.009022291100941441 -0.027142824685546359 0.0046580472372418349 -0.026251080887536977 -0.033274574739965201 -0.029934820948324628 0.022778609676716244 -0.00018470059369532786 0.0075014144968652153 0.011075630703736433 0.021011206328781333 0.023414821620363478 0.0127832182246193 -0.02538879604515655 0.00087971817189101144 -0.03070158833927376 -0.0087029040043823721 0.015414587747364579 -0.010151457515820708 0.016784233612531837 -0.013739134198592065 -0.019365723614442144 0.017835558992257763 -0.0099366931840327508 0.019075893494601648 0.011057572664740148 -0.033055515351354571
leaf_weight=16.151109342463325 312.11888673109934 4.7458155862987068 4.945959739387038 11.508763015270231 8.9675663113594037 12.685814626514913 3.6512715341523352 3.4202492721378794 4.4465323751792303 8.0393638387322408 11.891289170831444 11.77696781978011 8.2531146258115751 19.913972780108452 8.406251900829373 20.371734462678432 5.1023086979985228 7.1630825325846663 5.6314324028790024 10.671992424875496 5.2330504339188328 6.552805930376052 4.8997331112623277 6.1762837767601004 5.3121105311438432 6.3837982043623915 8.6296086534857732 14.290507182478903 7.0957684321328989 2.6849200781434766
leaf_count=216 3020 23 21 38 60 45 81 32 116 26 69 54 30 110 39 72 45 31 60 66 25 44 19 30 39 17 39 52 39 75
internal_value=0.000600222 0.00237043 0.00780215 0.0036276 -0.00242682 -0.00851202 1.82365e-05 -0.00422914 -0.00282827 0.00423314 -0.00704058 -0.00449377 -0.00384468 0.0166725 0.00306553 0.00130038 -0.00412274 0.013047 -0.00950418 -0.0163016 -0.00114809 0.00168094 0.00615367 0.000977036 -0.00392218 0.00554142 -0.000259548 0.0140649 -0.000758581 -0.00520987
internal_weight=567.122 255.003 77.0584 52.3986 33.1621 21.6534 177.945 74.335 70.9148 26.4966 44.4182 39.9717 18.4572 24.6598 103.61 88.0404 41.5793 15.5693 28.1947 16.3034 36.477 14.8059 46.4612 26.0894 31.2439 19.9131 13.5293 19.2365 25.9318 18.836
internal_count=4633 1613 349 216 143 105 1264 578 546 181 365 249 155 133 686 616 439 70 195 126 394 74 177 105 369 75 58 73 330 291
is_linear=0
shrinkage=0.0218597


Tree=210
num_leaves=31
num_cat=0
split_feature=1 4 4 4 0 0 4 4 0 1 4 0 2 1 4 4 0 0 0 0 4 3 1 1 1 4 2 2 1 3
split_gain=2.8588 2.38742 3.45519 2.2882 2.67777 4.91852 2.30123 3.94608 2.81478 3.19918 2.83648 5.75297 2.66614 2.53103 2.40499 2.32096 4.61477 8.38184 4.68993 6.02914 2.80648 4.77442 2.42996 2.34581 3.8075 3.42601 2.77813 2.79068 4.56068 2.81268
threshold=90.937096262400004 48.109449608500007 48.914776625700007 31.914316944300001 93.501885318850015 94.109476856350014 42.720329370750001 42.684965421050009 105.7585659356 85.549426169000014 42.620627117000005 89.057864029250013 0.70681500000000008 88.512107028750009 42.686561923500008 43.182896969600009 86.103248543850015 86.904409066750006 90.490812212800009 93.047535894850014 43.521589032450009 0.088755000000000014 61.917879202350001 84.232081685100013 82.788379669050016 50.427417695700008 -0.57826499999999992 -0.237895 71.246828915000023 -0.15544999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 8 10 -10 12 -12 -5 -11 -9 16 22 -18 -19 -20 21 -17 -8 24 25 26 -22 28 -28 -29
right_child=1 2 -4 6 5 -7 15 14 9 13 11 -13 -14 -15 -16 20 17 18 19 -21 23 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.023886827947455662 -0.018584649118367141 0.017076019804778336 -0.019212470220138212 0.0014461210941965977 0.023731325849277972 -0.021074748852159299 -0.0028784688382958879 0.018984832939665255 -0.020792550367216885 0.0091106768885185884 -0.02859761276537702 0.007747973079886371 0.015098610119096884 -0.020501410393035036 0.00067801003979360422 0.011489818663969493 0.01183903151158402 -0.023457980931554656 0.017470040782085708 -0.013711973979744775 0.014673279553291689 -0.010654609690723973 -0.023632093330303992 0.0054437733680223538 -0.022219606319017392 -0.020232880932227019 -0.021527957780635827 0.0053996177605252667 0.0031723707261430661 -0.0026064000190567588
leaf_weight=2.7181588904932132 4.73497401550412 1.9781069066375496 1.5424144612625239 360.55719589348882 1.5657325983047488 1.6748513588681815 2.7511000018566829 6.729234039783476 4.0680509302765113 3.5184442326426506 3.0091403862461439 2.7558405268937349 4.787380799651145 1.3077422156929968 3.6591510288417339 14.364394510164859 9.5241469219326991 5.4376940205693236 3.2884524017572385 5.430175444111228 3.6373848244547835 4.1435485500842324 5.7755504921078682 15.286804705858229 3.0485844314098349 3.1281556715257457 5.555235115811227 20.394264014437788 4.4444455988705158 50.102077849209316
leaf_count=81 468 15 71 2155 3 83 37 56 94 52 28 14 28 40 18 72 31 34 12 62 16 33 80 127 68 115 164 108 45 423
internal_value=0.000458612 -0.0101573 0.00117727 0.000617189 -0.0105842 0.000573921 0.000739277 0.00148539 0.00118328 -0.00892042 0.00142543 -0.0112233 0.00162502 0.00108675 0.0125365 -0.00112415 -0.00547137 -0.00134329 -0.0102121 -0.00195088 4.01635e-06 0.00653214 -0.016936 -0.00114016 -0.00225463 -0.00155713 -0.000862748 -0.00156478 -0.0105497 -0.000290296
internal_weight=560.918 8.2555 3.52052 552.663 5.95874 3.24058 546.704 390.392 380.004 8.89424 371.11 5.76498 365.345 4.82619 10.3884 156.312 32.2071 23.6805 14.1563 8.71863 124.105 18.5079 8.52665 105.597 90.3101 87.2616 84.1334 80.496 9.99968 70.4963
internal_count=4633 554 86 4079 167 86 3912 2485 2411 186 2225 42 2183 92 74 1427 256 139 108 74 1171 105 117 1066 939 871 756 740 209 531
is_linear=0
shrinkage=0.0181742


Tree=211
num_leaves=31
num_cat=0
split_feature=1 1 4 4 0 0 2 2 3 0 3 1 4 0 0 2 2 1 0 1 0 3 3 2 3 4 2 2 4 0
split_gain=2.55085 4.3824 2.7566 4.76483 4.40915 5.31042 4.34037 8.09903 4.5083 4.23974 4.02436 3.93297 4.07938 3.81812 4.02344 3.67272 3.44605 3.14949 4.51617 2.99642 2.8173 2.64928 6.45926 4.92554 3.41001 6.17616 5.12837 4.1789 3.47124 6.67421
threshold=70.348883899450016 70.74946416085001 40.300545846000013 42.580420142950011 94.770837556450019 103.37390357390002 -0.156745 -0.092084999999999986 -0.20885999999999996 105.7585659356 0.079605000000000023 81.339300736700025 42.388109226950007 110.98492854115001 97.32487278035002 0.09450500000000002 -0.16533 71.397382570300024 96.082805124100005 82.299080289250014 100.19345760555002 1.0000000180025095e-35 0.079745000000000024 -0.23353499999999996 -0.10696499999999999 41.444941515100005 -0.23265499999999997 0.12419000000000002 38.751720283100006 92.773313165550022
decision_type=2 2 2 2 2 2 2 2 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 4 11 -3 17 8 -8 -5 15 -11 -4 16 14 -10 20 -13 -6 -19 -12 -9 23 -23 -1 26 -26 -25 28 29 -28
right_child=1 2 3 6 5 -7 7 9 13 10 19 12 -14 -15 -16 -17 -18 18 -20 -21 -22 22 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0094324704890607295 -0.020466552786228085 -0.023917116175749629 0.0060863191642578866 0.015485033200084789 0.012151977172781209 -0.015622024531661484 -0.01801205692799511 0.005810094961715021 -0.015123312921798833 0.013657329227896036 0.016334525094975405 0.00080584821927965212 0.015778268107289065 -0.022024526142764806 0.0060819659650654763 -0.022670858855703496 -0.021642074401169574 -0.023495644427560802 -0.00066493489682391521 -0.015414683882578105 -0.012785186285151542 0.0107825628418198 0.0012756977612644693 0.023643357077282965 0.0025737743082321607 -0.025451599709077267 -0.027955290722885696 0.013523500875195237 0.0014627445583292491 0.012703372129753244
leaf_weight=19.733841298148036 3.7897595847025505 3.4055134095251551 55.287484167143703 6.9737037438899305 5.6654251404106608 9.0072872801683825 13.28910636808723 6.1744146123528498 3.7113846614956918 8.8037083623930794 1.3366114646196354 4.2065722891129544 2.3179653277620664 2.5627562040463081 13.896430435590444 3.9095940403640261 4.7854456459172061 3.0292495265603057 44.534747457131743 3.5781614095903933 4.6955170799046755 25.804898306727409 250.5679395608604 3.7525311112403861 6.924585333093999 4.097365609370172 3.8431721720844534 7.6224606335163108 25.671636817511171 2.0143992006778717
leaf_count=249 91 55 255 27 27 462 355 34 44 57 4 64 20 62 125 68 161 39 312 127 41 157 1296 9 53 62 86 26 259 6
internal_value=0.000412104 -0.00119088 -0.000827757 0.000646225 -0.00387103 -0.00277413 -0.00268835 -0.00634754 0.00294477 -0.000908174 0.00633538 0.00409766 -0.00562367 -0.00139085 0.00161231 -0.0076317 -0.0111407 -0.000600058 -0.00211897 -0.00678023 -0.00222256 0.00135073 0.00216335 -0.00169824 0.00113204 -0.00784454 0.00343809 0.0015015 -0.00140493 -0.0139729
internal_weight=554.994 204.961 201.171 135.529 65.6422 62.2367 68.9314 41.7871 27.1443 28.498 13.7185 66.5975 11.31 20.1706 17.6078 14.7795 8.99202 53.2294 47.564 4.91477 10.8699 350.033 276.373 73.66 53.9262 11.022 42.9042 39.1517 31.5292 5.85757
internal_count=4633 2430 2339 1444 895 840 944 686 258 331 188 500 245 231 169 143 225 378 351 131 75 2203 1453 750 501 115 386 377 351 92
is_linear=0
shrinkage=0.0180931


Tree=212
num_leaves=31
num_cat=0
split_feature=1 1 0 4 3 3 3 3 1 3 3 3 2 3 0 0 2 3 1 0 2 1 2 4 0 3 3 3 3 3
split_gain=2.48616 2.65117 5.61694 6.614 3.73584 5.24758 3.51314 5.55014 5.49141 3.55333 7.02093 6.8583 6.75984 4.09949 3.40372 3.59696 4.34799 4.65014 4.00908 5.44796 3.34155 5.88813 3.00771 2.92285 3.29502 2.85635 2.69463 3.86132 5.24032 6.57103
threshold=54.884872733100003 64.369753017350021 87.261973998100004 41.529896397300007 0.091385000000000022 0.10990500000000002 0.12001500000000002 0.42293500000000012 61.966271448700006 0.092895000000000019 0.087795000000000026 0.08673500000000002 -0.070854999999999987 0.090235000000000024 86.866770652900016 86.135510041400025 -0.075639999999999999 0.079395000000000021 62.00390986255001 85.866664228400012 -0.13734499999999997 57.492677119650004 -0.093604999999999994 40.518963363600001 86.345209775600011 0.084365000000000009 -0.27118499999999995 -0.17949499999999999 -0.22831499999999999 -0.25215499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 -5 -6 9 8 -8 10 11 14 13 22 15 18 17 -17 19 20 21 -2 -12 -11 -25 -22 -3 28 29 -28
right_child=1 26 3 4 5 -7 7 -9 -10 23 12 -13 -14 -15 -16 16 -18 -19 -20 -21 25 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.020545522248302805 0.0019437303268566978 -0.01211802456846916 0.016357575078525574 0.0081020111805261523 -0.019923165347978531 0.0076819487823180273 -0.0048195921664608565 0.0080441531744404517 -0.034849894032566192 0.010990182312981255 -0.00091964655203452398 0.016922397773221912 -0.029393311790741405 0.0038199961493475074 -0.022521468154728424 -0.0057682617763770271 -0.007018257239390379 0.01594689540951769 -0.012223201131509083 -0.024562271004004772 0.011484307855181118 -0.024284276856812344 -0.023757436283834005 -0.0024423173978475286 0.010596662195523259 -0.0078123528146606235 0.010296878441727596 -0.0012297681372311466 0.016783996980852447 -0.011759827726103702
leaf_weight=2.1978307715617111 17.829493978992101 7.8974008024670175 21.130110681056976 13.843553997576239 5.9027817249298078 4.9171736910939217 5.6719487272202951 5.0926030948758116 4.0772692263126373 22.323948178440332 3.8796024583280113 10.495331274345515 5.4015663508325806 10.688523650169371 2.5282208919525138 5.013737276196486 7.0278502143919459 16.431412950158119 12.089734781533478 3.1330053806304923 17.038757233880471 4.1013874611817291 5.3364596031606224 23.119068242609501 11.210924066603182 3.6237579192966214 11.465687591582535 263.01484934333712 11.371418139897285 9.7239527041092533
leaf_count=137 162 116 95 53 37 16 30 17 34 84 26 44 48 50 17 22 33 91 122 29 77 158 50 117 35 29 72 2666 52 114
internal_value=0.000404157 0.000488582 0.00202988 0.00825376 0.00131092 -0.00737791 0.000576581 -0.00865549 -0.0173787 0.00133246 -0.000530733 0.0018341 -0.00981138 -0.00449737 5.1147e-05 0.000712511 0.00645475 0.01087 -0.0021154 0.000557031 0.00240471 -0.00296128 -0.0141436 0.00543084 0.00181574 0.00810009 -0.000740037 -0.000436032 0.00597544 0.000175028
internal_weight=547.579 545.382 241.908 45.7936 24.6635 10.82 196.115 14.8418 9.74922 181.273 124.619 99.3127 25.3062 19.9046 88.8174 86.2891 28.473 21.4452 57.8161 45.7264 42.5934 21.9309 9.21606 56.6539 34.33 20.6625 303.473 295.576 32.5611 21.1896
internal_count=4633 4496 1476 201 106 53 1275 81 64 1194 958 784 174 126 740 723 146 113 577 455 426 320 76 236 152 106 3020 2904 238 186
is_linear=0
shrinkage=0.0197371


Tree=213
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 3 4 1 2 3 1 0 3 3 2 0 3 3 2 3 3 3 4 3 3 1 1 4 2 3
split_gain=11.7439 10.932 6.79551 7.40482 9.41201 6.16896 5.75552 5.42373 7.67527 5.26161 5.05651 4.96252 5.57726 7.8747 4.79047 4.73901 4.70195 4.25761 4.04746 4.24478 4.20995 7.23869 5.58247 3.88114 3.81588 3.92014 4.61542 3.76383 5.7329 3.66412
threshold=70.182199495350019 85.705356740550016 95.44832900530001 102.75018128760001 44.749265482150008 -0.20885999999999996 44.578137159850009 81.573196594050017 -0.18437499999999998 0.080375000000000016 80.677940036650014 122.35979489110001 0.075320000000000012 0.078385000000000024 0.70681500000000008 102.32271644485002 0.099855000000000027 0.080110000000000028 0.22387500000000005 0.097005000000000022 0.088755000000000014 0.087245000000000031 45.921757303800007 -0.20885999999999996 0.090465000000000031 71.104340634100012 70.816675614150014 35.119813570500007 -0.092084999999999986 -0.25843999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 5 7 23 -2 -3 14 -9 -8 -6 12 -12 -14 15 18 -1 -15 20 -20 21 22 -4 29 -7 26 -26 -18 -29 -5
right_child=2 6 3 4 10 24 9 8 -10 -11 11 -13 13 17 -16 -17 27 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00097054061097278635 0.0012438085858152911 0.0011964152671064259 0.00092442723593705984 -0.0044107443842433553 -0.0040459339172687131 -0.0041593363761899173 -0.004263101896437191 0.0023141592779772503 -0.0041508273202001062 0.0006532529481901862 0.0035316046176135187 -0.0044640537850760623 -0.00459689315212467 0.0041430280764237172 0.004518810126356073 0.0033509611404646685 0.0044343326116615296 -0.0011521781523102736 -0.005781314097701871 0.00091983290667558496 -0.00046373280719556583 0.0039386110736018285 -0.0036502613480657812 -0.0031658762700000143 -0.0027013218084165607 -0.0046619580286774379 0.003406674810981569 -0.0037998476205958103 0.0016716829457399461 0.0020227720537623318
leaf_weight=75.848569326102734 7.2735200263559809 277.93172958493233 40.197612710297108 2.0406932299956679 3.7516561411321154 16.860181441530589 6.1271044164896002 4.4567558690905562 9.209007313475011 8.4979196563363057 11.793884024024015 2.5326817715540519 4.5861038211733094 5.6046620905399305 5.0028739571571341 8.706515930593012 4.5714570134878185 4.4591510891914368 3.588649805635213 2.7159533500671387 46.321371849626303 12.205574698746203 4.8936739042401305 32.017186266370118 3.9739719890058023 3.6038971636444321 4.1217885911464691 4.1898008100688502 12.402524832636114 4.983352802693843
leaf_count=874 36 1103 197 69 46 330 54 16 120 40 38 69 91 25 22 29 15 36 33 13 265 33 62 761 43 59 11 30 54 59
internal_value=0.000239952 0.000676189 -0.000453981 -0.000175089 -0.00122777 -0.00208116 0.0010663 0.000375175 -0.00204243 -0.00140644 0.000371761 0.000943731 0.00146167 -0.000204731 0.000642407 0.00047893 -0.000500248 0.00179679 0.000251449 -0.00289453 0.000442865 0.0011758 0.000427945 -0.00256865 -0.00292795 -0.00115342 0.000408438 0.00118523 0.000290043 0.000153645
internal_weight=634.47 389.569 244.901 209.067 71.7694 35.8334 292.557 137.298 13.6658 14.625 32.7281 28.9765 26.4438 14.6499 123.632 118.629 97.0124 10.0638 109.923 6.3046 103.618 57.2969 45.0913 39.0412 28.5598 11.6997 8.09576 21.1638 16.5923 7.02405
internal_count=4633 2170 2463 1984 1194 479 1197 790 136 94 305 259 190 152 654 632 973 61 603 46 557 292 259 889 443 113 54 99 84 128
is_linear=0
shrinkage=0.00404408


Tree=214
num_leaves=31
num_cat=0
split_feature=1 4 2 2 4 0 0 4 0 3 3 3 2 0 2 0 0 0 3 3 1 3 0 3 0 2 0 2 1 0
split_gain=2.45334 2.44105 2.42014 3.95114 1.81492 2.45766 4.22073 1.99457 4.82268 5.51411 2.84314 7.42508 2.80643 8.4668 6.37392 5.20944 4.36994 4.53083 3.38516 6.59067 4.11809 3.18728 3.5541 3.09464 3.34159 2.99301 2.8757 4.02294 3.92859 3.66987
threshold=89.89935142405001 45.044778924400006 -0.088880000000000001 0.022350000000000005 31.914316944300001 93.501885318850015 94.109476856350014 42.154118731400011 104.03526427400001 -0.222165 -0.25420999999999999 -0.55393499999999996 -0.072755 101.91675926715001 -0.078549999999999995 96.870523356300012 86.780739992750014 85.683849075550015 -0.15544999999999998 0.070640000000000022 61.917879202350001 0.072890000000000024 105.93331571405001 0.10214000000000002 69.018097124900009 -0.102645 85.799452775150016 -0.088039999999999993 64.294476189700006 85.823648898300021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 -1 -7 8 -6 -10 11 -9 14 15 18 16 17 23 -12 25 -21 -22 26 24 -14 -20 27 28 -23 -28
right_child=1 2 3 -5 7 6 -8 10 9 -11 12 -13 13 -15 -16 -17 -18 -19 19 20 21 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.025706432451212548 -0.020215661547524792 -0.021708851024664303 0.019252295031336669 -0.021605087438006227 0.0020642623031571798 0.02498132100282759 -0.022857768318782962 0.0078346501704061634 0.010757586359778713 -0.021617089611532435 0.0078652663027062256 -0.026145605711206558 0.01683274544752493 0.011910753980461429 0.016992592182676222 -0.027293526560424233 -0.00048684033234841034 -0.029086378103146047 -0.022890089781594073 0.013501972548359985 0.021289914942225208 -0.026871704313762738 -0.019118096276507835 0.011467095970904657 -0.023664909544617793 0.00086183470575413017 0.021724315569448684 0.0048225233045174334 0.0039059086707450728 -0.00010532409715851293
leaf_weight=2.3848652420565477 4.40127767017111 1.5797506035305557 3.0082445610314608 1.3223331896588204 319.98388670757413 1.4500213265419009 1.4133612834848461 4.4956351257860661 2.9062260333448648 6.8634473802521807 18.315742874518037 5.6095467130653542 1.0097540840506534 9.9968857038766128 9.1849835477769357 4.9416946135461322 22.493772170506418 5.192996546626091 7.4273237800225616 8.3514650873839837 2.4384723603725424 5.6018601153045893 4.2515701167285433 2.7534998767077923 3.645136353559792 2.8485538940876705 3.1202069818973532 4.8252632170915586 2.2583853900432587 70.919857850763947
leaf_count=81 480 63 18 51 1883 3 71 37 34 197 99 91 19 44 74 53 155 47 123 31 9 62 62 17 69 32 7 29 61 631
internal_value=0.000409224 -0.00910846 -0.000837193 0.00677658 0.000592776 -0.0109349 0.00136802 0.000707049 0.00164798 -0.0119865 -0.000846791 -0.0110283 -0.000304077 -0.00430694 0.00113116 -0.00835637 -0.00568986 -0.0149774 1.35742e-05 -0.00126995 0.000248297 -0.000936597 -0.00153234 -0.00508751 -0.01488 -0.0163059 -0.000670226 -0.00933668 -0.0180288 0.000814624
internal_weight=544.996 10.3116 5.91033 4.33058 534.684 5.24825 2.86338 529.436 329.754 9.76967 199.683 10.1052 189.577 50.0337 139.544 40.0369 35.0952 12.6014 130.359 112.043 101.767 93.4156 90.9771 7.40839 4.65489 10.2759 86.7256 12.6855 7.86025 74.0401
internal_count=4633 612 132 69 4021 155 74 3866 2114 231 1752 128 1624 404 1220 360 307 152 1146 1047 892 861 852 105 88 155 790 152 123 638
is_linear=0
shrinkage=0.0196999


Tree=215
num_leaves=31
num_cat=0
split_feature=1 3 3 2 2 2 3 4 2 2 1 1 4 1 0 1 0 0 4 4 1 0 4 0 3 1 0 4 4 1
split_gain=2.15098 2.25816 3.22331 2.40656 3.13267 1.63443 7.56092 3.49126 4.84928 3.00962 6.13919 8.21246 5.22209 4.10209 3.60537 3.92466 5.92968 4.04639 3.57998 3.27254 5.79084 3.10823 3.07016 2.85908 3.90071 2.93671 6.54553 5.82027 2.76653 5.20769
threshold=89.89935142405001 0.078655000000000017 0.078385000000000024 -0.045684999999999996 -0.022394999999999998 -0.237895 0.091705000000000023 44.202975721700007 -0.24150999999999997 -0.15962499999999999 62.229740345500012 57.772276765200012 49.247968080500009 89.721913187450014 84.226704768850013 58.309968391300011 75.994645973400011 67.058211147750015 38.324118171300007 39.788107623550012 68.20618276945001 85.307464937250003 48.96897326980001 85.619326080400015 0.087795000000000026 81.573196594050017 104.86330937810001 42.388109226950007 38.804629908750009 61.076391807500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 7 8 28 10 11 22 14 -14 15 16 17 -11 -17 20 -12 -16 -7 24 -23 -25 -27 -28 29 -1
right_child=1 -3 -4 4 -6 9 -8 -9 -10 12 19 -13 13 -15 21 18 -18 -19 -20 -21 -22 23 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.020111216658227161 -0.023424189673562437 -0.021131705492175613 0.0275082584272415 0.027988339279264789 -0.021518272021152821 0.011248511239530279 0.0041047913428162771 -0.023281968834108557 0.019204995673544899 0.029483976922334367 -0.032335859703730679 -0.027777862229410977 -0.023598757473307148 0.021268288844016593 0.01197147580065817 -0.0048357801165233982 0.016006925059337006 -0.021893100571948262 -0.027698079504470532 0.013845885024287631 0.014187055080120673 0.00011913941930393252 -0.0076972716194783552 0.0015730162561354809 -0.026816801734371485 -0.019626760823642009 -0.021909956941402273 0.0097222941943154052 -0.0052418589933252201 -0.032374348095101507
leaf_weight=0.95500774867833627 2.3296685239765789 3.8620114314835519 1.2659414093941448 1.2049595955759289 0.93340821843594168 8.977483977563681 32.408864107914269 6.5110697629861525 2.6792635424062601 0.739015398547055 1.8558460259810114 4.3911028089933088 5.8653681688010684 0.97841793298721302 10.591678164899347 5.9654940329492074 5.5534382686018944 4.3084582989104092 5.3426831029355526 26.857907366007566 2.7067889925092459 5.7456781268119794 5.7895997837185851 346.68115244060755 3.5975632201880217 8.8174190409481543 3.0740227750502518 10.814284712076185 13.928316202014683 4.1953895501792431
leaf_count=12 159 376 8 4 65 54 181 180 15 4 25 148 186 3 46 48 22 167 77 111 21 51 40 1991 45 160 123 58 172 81
internal_value=0.000377141 -0.00914113 -0.0010651 -0.00916087 0.00637846 0.000549693 -0.00258299 -0.0102502 -0.00635039 0.000955291 0.00562897 -0.00342184 0.000389869 -0.0171844 0.000682342 -0.00732449 0.00154299 -0.0143708 -0.0156373 0.0111476 -0.00473608 0.00113293 0.00382061 0.000829813 -0.0102524 0.00111013 -0.0059575 0.00272085 -0.00993919 -0.0226423
internal_weight=538.927 9.59599 5.73398 4.46804 2.13837 529.331 60.6779 28.269 21.758 468.653 50.5787 19.1582 418.075 6.84379 411.231 21.9091 10.6009 5.04747 11.3082 31.4205 4.56264 389.322 14.7671 378.73 9.34324 369.387 22.7057 13.8883 19.0787 5.1504
internal_count=4633 612 236 228 69 4021 641 460 280 3380 399 242 2981 189 2792 318 193 171 125 157 46 2474 94 2428 96 2332 341 181 265 93
is_linear=0
shrinkage=0.0202855


Tree=216
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 2 2 1 2 2 2 2 4 3 1 0 2 2 3 4 3 3 2 1 1 3 3 3 1
split_gain=5.23397 5.0972 4.34008 4.92989 5.63782 3.83907 7.29111 3.969 7.26707 7.28212 3.93075 3.32788 8.04011 4.98366 5.87602 3.28003 5.36019 5.33086 6.77291 5.38004 4.49595 7.21087 4.39893 5.88752 4.14522 4.82368 3.14219 3.00341 3.6562 6.15931
threshold=93.972365491700018 85.705356740550016 70.182199495350019 70.077349628250019 69.873026810350026 94.770837556450019 -0.14907499999999999 -0.051199999999999996 81.339300736700025 -0.043559999999999995 -0.068964999999999985 0.70681500000000008 0.22387500000000005 42.081757894750005 0.088350000000000026 74.927328095600004 101.11291028615001 -0.095854999999999996 -0.076544999999999988 0.076130000000000017 40.574766824850009 0.094595000000000026 0.074735000000000024 -0.094409999999999994 89.89935142405001 82.299080289250014 0.10385500000000002 0.099855000000000027 -0.15544999999999998 61.993156030000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 27 3 4 -3 6 -2 10 11 -10 15 12 13 -9 -15 17 20 19 -19 -7 21 -17 24 -24 25 -18 -8 28 -1 -30
right_child=5 2 -4 -5 -6 7 26 8 9 -11 -12 -13 -14 14 -16 16 22 18 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0007603152167753826 0.0017308660811448141 0.0010010964221775105 -0.0034640769204382985 0.0048133830203357991 -0.0045171756049217603 -0.0066779916399361009 -0.005433142173617087 0.003012052259640205 0.006498646354475438 -0.0031236172084583395 -0.0045061281543542411 0.0051752547951173719 -0.0040136854042319859 0.001115022291677857 -0.0071100512217314822 0.0012562614948753961 -0.0026321956090690902 -0.0068036913234875577 0.0029108457359774014 0.00091586559381311237 0.0025527051627362378 -0.0069563062733941534 -0.0037441945155045511 0.0005838996979508728 -0.0059286828801969399 0.0038117116314408516 0.002306156857048608 0.0012722996936371639 -0.00081064202709757146 -0.0052665766638993906
leaf_weight=21.706748399883509 7.1210291944444206 247.25438740476966 5.7313853949308387 8.6346950419247133 4.9132290780544272 2.8929710965603652 12.631086401641367 32.816596444696188 2.3209163118153837 17.311306286137551 6.8832095190882674 6.0703731402754775 6.7450851611793032 10.178977111354468 2.905087783932685 9.9723389074206334 4.2587259151041534 8.9459482505917531 2.3601109609007827 15.091149259358643 26.519974987022579 3.8582437932491294 22.519645619206131 12.841702244710175 1.9758811299689103 10.414822846651075 1.530433828011154 19.8310776501894 37.807827728800476 10.262905153445898
leaf_count=253 74 1073 95 23 26 51 194 128 8 403 82 29 55 52 29 54 41 104 14 110 112 42 553 147 96 48 10 104 410 213
internal_value=0.000186592 0.000573018 0.000926861 0.00102336 0.000893579 -0.000416578 -0.00247957 -0.000204354 0.000700612 -0.00198608 -0.000755975 0.00159893 0.00118656 0.00195073 -0.000711211 -0.000543786 -7.20986e-05 -0.00203117 -0.00477581 -0.000305701 0.00132307 -0.00103475 -0.00115448 -0.00217242 0.00100749 0.00194149 -0.00459676 -0.000479463 -0.000977321 -0.00176197
internal_weight=584.308 356.142 266.534 260.802 252.168 228.166 21.2825 206.883 78.3483 19.6322 128.535 58.7161 52.6457 45.9007 13.0841 121.652 92.3613 29.2902 11.3061 17.9841 40.3506 13.8306 52.0108 35.3613 16.6494 14.6735 14.1615 89.6086 69.7775 48.0707
internal_count=4633 2197 1217 1122 1099 2436 278 2158 704 411 1454 293 264 209 81 1372 1093 279 118 161 208 96 885 700 185 89 204 980 876 623
is_linear=0
shrinkage=0.00510104


Tree=217
num_leaves=31
num_cat=0
split_feature=1 0 1 4 0 0 2 2 2 4 3 1 4 0 1 0 2 2 2 0 2 2 0 1 2 2 1 1 0 0
split_gain=7.73857 8.11356 5.56382 4.69194 4.61315 7.51649 4.61666 4.19692 6.55178 6.95526 6.0713 4.87038 8.34502 5.20361 5.97956 4.64663 5.86743 6.1704 4.60872 4.25933 4.15366 4.12001 4.06311 10.3611 5.02218 4.89023 4.05965 3.89973 3.88458 4.64783
threshold=70.348883899450016 85.121961326250016 70.74946416085001 37.232443001650005 85.307464937250003 85.619326080400015 -0.089569999999999997 -0.094409999999999994 -0.156745 43.663128814500006 -0.20885999999999996 82.815264250350012 44.749265482150008 96.631250582750013 71.053259929650025 110.98492854115001 -0.21563499999999999 -0.59496499999999986 0.022350000000000005 99.198728097250012 -0.07490999999999999 -0.08725999999999999 97.886760529650019 78.537927364800012 -0.084729999999999986 0.19977000000000003 71.397382570300024 71.504920895500007 98.031937268650012 102.21786657775002
decision_type=2 2 2 2 2 2 2 2 2 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 -2 26 -3 6 -6 8 10 19 -5 13 -13 14 -9 16 17 -12 -14 27 -1 -8 -15 24 -24 -26 -4 -10 -19 -30
right_child=2 4 3 7 5 -7 21 11 9 -11 15 12 18 22 -16 -17 -18 28 -20 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00016752555943172522 -0.0044297767958187632 0.0033948145733029671 0.0013179470376991447 0.0025086010412539959 -0.0052914750412980018 0.000802989714517948 0.0036863483302432614 0.0030822331254017508 -0.0024927133279532255 -0.0043272710589387373 0.0007825607515354443 -0.0036940428804791256 0.0031094722741999261 0.0022762552568716555 -0.0024397390480959394 -0.0044440033028112155 0.0017662228874673947 -0.0053240467090075435 -0.0027161620032278436 -0.0033092819412505318 -0.0024170818354170612 -0.0023474010167704794 0.0019503252932155269 0.0016537150412834628 -0.0040707730984170121 0.0011927446247875146 -0.0027923880611556116 0.0021024455654465278 0.00093601730378826064 -0.0046165860241728805
leaf_weight=47.997810901142657 4.8030579900369039 9.3959721215069276 4.3728842735290554 11.458233254030345 4.5565403401851654 295.9636934697628 2.4080557599663734 3.6426983922719982 3.9539746195077958 12.647366429679094 11.93477632850408 10.525764960795643 6.2955597322434169 27.826911397278309 13.138094883412121 4.1516049765050402 14.259821620769801 5.8359009101986912 2.8777041165158153 5.9084096550941458 15.888678910210727 5.1996241919696313 4.0047225430607822 37.217542830854654 11.262177314609287 3.324971839785575 17.399125332944095 8.3752736598253232 5.3595064841210824 3.7100589331239462
leaf_count=529 91 33 24 58 59 1290 8 14 50 304 68 285 28 92 135 125 98 64 58 98 234 50 17 173 108 18 398 29 34 61
internal_value=0.000177929 0.000513014 -0.00036758 -0.000282558 0.000762506 0.000682237 -0.00225575 -0.000106015 -0.000740802 -0.00215408 2.88887e-05 0.000356905 -0.00137687 0.000697023 -0.00124105 -0.000599002 -0.000210611 -0.00126087 0.00128194 -0.000647022 -0.000726994 -0.000437541 0.00108588 0.000492351 -0.00183249 -0.00287102 -0.00196683 0.000628784 -0.00289705 -0.00133537
internal_weight=615.697 381.41 234.286 229.483 317.524 308.128 12.1642 207.711 87.5949 30.885 56.7099 120.116 19.699 100.417 16.7808 45.2517 41.1001 26.8402 9.17326 18.2377 63.8865 7.60768 83.6363 55.8094 18.5919 14.5871 21.772 12.3292 14.9055 9.06957
internal_count=4633 2203 2430 2339 1440 1407 117 1917 989 481 508 928 371 557 149 450 325 227 86 177 763 58 408 316 143 126 422 79 159 95
is_linear=0
shrinkage=0.00381357


Tree=218
num_leaves=31
num_cat=0
split_feature=0 1 0 4 4 1 2 3 1 0 3 2 2 2 2 4 2 0 3 3 1 1 1 2 2 3 1 1 1 2
split_gain=2.20248 5.5356 5.07606 3.75233 4.11511 6.01887 6.11572 3.64146 3.52311 4.68116 3.50042 2.87354 7.56505 3.92783 8.10951 4.77861 4.56555 4.80235 4.24272 7.64426 8.4637 7.20104 5.23053 4.76612 5.39551 4.84122 4.47932 3.82458 3.81498 3.61
threshold=91.109157582800023 67.606656606400023 90.321439350550008 31.914316944300001 38.396531328800009 65.130586668250018 -0.14314999999999997 0.4149000000000001 66.439865777750015 92.464140480550014 0.085625000000000021 -0.059424999999999999 -0.016014999999999998 -0.087660000000000002 -0.088274999999999992 40.00488309970001 -0.074029999999999999 96.324766355850002 0.083555000000000032 0.076615000000000016 72.04530097975001 83.602982482550019 87.143681840350013 -0.59614999999999996 -0.54488499999999995 0.096915000000000015 87.313054702550019 87.143681840350013 71.053259929650025 -0.079369999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 -1 10 -6 -7 11 9 -2 -5 13 28 14 18 16 -15 -18 19 20 -3 23 -21 -20 -25 -26 -24 -14 -13 -17
right_child=1 7 -4 4 5 6 -8 -9 -10 -11 -12 12 27 15 -16 29 17 -19 21 22 -22 -23 26 24 25 -27 -28 -29 -30 -31
leaf_value=-0.025169251465657509 0.013215258960681618 -0.022318949419962816 0.011915463052951854 -0.001881904029149867 0.00076879570092618229 0.00096948839242544491 -0.031661106715792642 -0.024754347590307521 -0.02323153811816165 -0.019391144870204359 0.011201278391411858 0.02015911216261379 -1.8062235582854752e-05 -0.028612101767575532 0.027816033073777727 -0.010158856418156401 0.01111532146706898 -0.023644772753812972 0.015227824036374436 -0.022978097334684637 0.0051884780213261351 -0.023618591336920496 0.021059482936904989 -0.016132893632802178 0.0069374401090226342 -0.011388555938304502 -0.014899810972257401 -0.022481774485618274 0.0055232133694754987 0.0069818466666637085
leaf_weight=2.0944027234800151 3.348608233034609 5.1558357365429428 17.052544189617038 11.291024897247551 216.89114430127665 4.2914731195196509 4.5022758673876506 2.299318538978695 6.677558321505785 3.38876548781991 25.467370010912418 10.720814552158119 64.362430951092392 6.5020771292038262 3.8529176739975801 9.4608038235455769 3.2660228349268454 2.8446470587514341 11.713492176961152 11.971949520520868 25.155679789138958 3.82389295217581 2.2780036032199851 5.9464427083730689 32.77215447742492 6.6297841500490895 3.1679101660847664 3.0360276526771477 18.688891577068716 9.3407963924109918
leaf_count=80 12 68 70 127 1458 32 57 44 60 30 114 30 470 89 12 117 14 57 40 300 299 162 8 56 216 62 151 182 161 55
internal_value=0.000378541 -0.000932893 0.00157268 0.000905967 0.00111406 0.000125655 -0.0157369 -0.000257661 -0.0131636 -0.00318512 0.00718254 -2.36437e-05 0.00258167 -0.00177657 -6.8701e-05 -0.00789102 -0.0172045 -0.00506624 -0.00105786 -0.00542378 0.000509604 0.00236466 -0.0157494 0.00410587 0.00123307 0.0038539 0.000141816 -0.00102996 0.0108585 -0.00164321
internal_weight=537.995 256.405 281.59 264.538 262.443 225.685 8.79375 242.99 13.4149 6.73737 36.7584 240.691 96.8082 143.882 112.468 31.4143 12.6127 6.11067 108.615 47.7294 30.3115 60.8858 17.4179 57.0619 45.3484 39.4019 5.44591 67.3985 29.4097 18.8016
internal_count=4633 2695 1938 1868 1788 1547 89 2593 102 42 241 2549 843 1706 1374 332 160 71 1362 826 367 536 459 374 334 278 159 652 191 172
is_linear=0
shrinkage=0.0195584


Tree=219
num_leaves=31
num_cat=0
split_feature=1 0 4 0 1 2 2 1 4 3 1 3 1 1 4 1 3 3 1 3 3 3 4 3 0 3 3 4 2 2
split_gain=9.97877 9.50741 6.12732 5.38142 5.87615 5.20782 4.55266 5.79624 7.91011 4.68737 9.68107 8.79382 8.73956 7.02789 6.8963 6.16104 6.24661 10.3046 4.88754 7.0969 4.20301 4.40389 10.0781 4.12115 3.98708 5.90663 8.67032 3.92768 3.8654 5.79966
threshold=70.182199495350019 85.990333302400003 44.279556297950009 94.625660817400004 90.937096262400004 -0.160525 -0.051199999999999996 81.339300736700025 42.498713093000006 0.074735000000000024 74.257902021100008 0.083555000000000032 83.602982482550019 83.116371560950014 40.00488309970001 75.28220456885002 0.089850000000000027 0.098950000000000024 87.143681840350013 0.078385000000000024 0.070640000000000022 0.083395000000000011 42.081757894750005 0.10214000000000002 100.19345760555002 0.094780000000000017 0.091885000000000022 36.558960102350007 -0.24150999999999997 -0.156745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 6 -2 9 20 23 10 -5 18 13 14 24 -16 -17 -18 -11 -20 -8 -22 -23 -9 25 26 -13 -27 -12 -30
right_child=3 2 -4 4 -6 -7 7 8 -10 11 28 12 -14 -15 15 16 17 -19 19 -21 21 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.00019916260116456202 0.00051942110991214357 0.0010200653964641999 -0.0014247271420102269 -0.0046876563852330825 -0.0025502053489396886 -0.0035553260734576602 -0.00093702373602422599 -0.0041201141819660198 0.0013404880153096365 -0.0035021144905324946 -0.0020019391940369075 -0.0021295898865751357 -0.0041745412497356232 0.0046937732083401516 -0.0011092671339069987 0.0028955267258369884 -0.0043689827727152099 0.0016725298537677397 -0.0038652340426249534 0.0026643749509917217 0.0031085397875351842 0.0016688464071042556 -0.0030008586560585269 0.0021042458853236406 -0.0042021449614828366 0.00057390958806596566 0.0044780525411338649 -0.0045616274868610527 0.0030258998900641303 -0.00035465364822898928
leaf_weight=140.15442849695683 5.3326965915039208 241.36213996261358 12.382211223244665 3.4586835671216241 11.858825745992361 11.113991558551787 10.112554119899867 8.2926872931420821 8.0441436395049077 18.014972737990323 3.5355642810463932 4.8842427693307453 6.0677311206236473 3.5730373635888091 16.916628729552031 16.215184591710571 4.5998749360442153 11.000373050570486 3.4822560809552661 4.2420795802026987 13.558701980859039 30.18226619809866 6.4434369765222064 1.4333566837012757 5.585635742172598 2.4499142691493017 4.2815120294690132 5.6728701926767826 15.867717532441022 9.217552565969525
leaf_count=1148 43 934 88 44 554 194 68 144 36 303 51 47 112 8 130 49 33 43 65 22 37 127 53 13 82 17 12 61 49 66
internal_value=0.000175128 0.000509396 0.000900764 -0.000361331 -0.000226823 -0.00223412 -9.99303e-05 0.00055514 -0.00114617 -0.000467666 0.000668775 -0.000808424 -0.000261457 5.43688e-05 -0.00017713 0.000543546 0.00142237 -0.000108865 -0.00253495 -0.000279279 0.00105653 0.00145825 0.000847321 -0.00320281 -0.00171249 -0.000908121 0.000956975 -0.0030127 0.00131607 0.00178372
internal_weight=639.337 393.899 253.744 245.438 228.992 16.4467 217.133 78.0671 17.7702 139.066 32.0795 106.986 81.247 75.1793 71.6062 48.7321 31.8154 15.6002 25.7393 7.72434 60.297 50.1844 36.6257 9.72604 22.8742 17.2885 9.16575 8.12278 28.6208 25.0853
internal_count=4633 2170 1022 2463 2226 237 1672 478 193 1194 210 984 594 482 474 255 125 76 390 87 285 217 180 157 219 137 59 78 166 115
is_linear=0
shrinkage=0.00338955


Tree=220
num_leaves=31
num_cat=0
split_feature=0 4 4 0 1 2 0 2 4 2 3 3 3 4 2 0 0 2 3 1 0 1 3 2 1 1 2 4 0 1
split_gain=6.87516 8.68336 6.70576 7.62441 5.37371 5.08717 4.54643 4.23846 4.41774 5.51701 8.2006 6.48324 4.94641 4.23185 4.5641 3.96305 5.77031 5.20295 6.57205 4.8713 4.41251 4.66469 5.64482 4.39057 5.89707 6.51649 6.85206 5.22499 4.37594 4.17074
threshold=102.75018128760001 44.749265482150008 44.461493122800007 75.381677519650012 80.677940036650014 0.70681500000000008 113.32926403090002 -0.61402999999999996 47.927946529500012 -0.16533 1.0000000180025095e-35 -0.15544999999999998 -0.25098999999999999 50.189067467950004 -0.15734499999999998 102.32271644485002 93.972365491700018 0.20852500000000004 0.097005000000000022 70.74946416085001 93.843319501450011 69.873026810350026 -0.10696499999999999 0.063030000000000017 71.053259929650025 71.830224329350003 -0.016014999999999998 36.772607578000013 93.501885318850015 66.859265246100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -3 15 13 -4 -9 10 11 12 -10 -6 -15 16 20 19 -19 -18 21 28 -23 24 -21 27 -27 -26 29 -5
right_child=1 4 7 5 6 -7 -8 8 9 -11 -12 -13 -14 14 -16 -17 17 18 -20 23 -22 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0031755176562281557 -0.0023672769946738864 -0.0039951537121305416 0.0044842242533244198 0.00083792430542416673 0.0036942540019461343 0.0036889547220870455 -0.0013139711981785286 -0.0024674604180836123 -0.0017700019888011156 -0.0035628039637072111 0.0044026483942783412 -0.0053301608465351324 0.003677835634923193 0.0023835909690564979 -0.0045456599663516702 0.003121105209495986 -0.0022670888611632692 -0.0061997125789171569 0.00071113553555861623 0.0031374257665776322 0.0035466966970567671 0.0022400403759072684 -0.004038377351401703 0.0020520298623240524 0.0024990081935002267 0.00033655343079481553 -0.0048104263584561706 -0.0042451552321697526 0.0044690765972585844 -0.00090726197792258278
leaf_weight=9.1140687586739642 36.45789064373821 3.7289690915495184 2.2078077867627135 273.70132985711098 12.148620568215852 8.3111021518707258 8.265457649715243 24.912572632543743 5.9767874851822853 5.9961005095392457 7.0465723648667327 3.9438114389777228 4.9956616498529911 3.9414912145584831 2.5600999817252141 9.2350978851318342 14.173411181196569 5.1439594179391843 3.9890463761985302 8.4425152949988824 8.9340387657284719 3.4867646247148514 7.0973519254475814 18.426941096782684 2.2779054120182982 74.32617423497139 4.4775052443146839 10.620510473847387 5.102942466735839 24.347524262964725
leaf_count=348 889 46 6 1294 42 32 131 353 33 120 19 39 18 29 57 30 127 47 21 29 25 13 66 68 15 434 35 138 11 118
internal_value=0.00018596 -0.00103464 0.000335891 0.000485801 0.000550807 0.000555019 0.00118062 -0.00100104 -0.0012301 -0.000127551 0.000810311 -0.000886741 0.000710352 0.00228618 -0.000344907 0.000500043 0.000447937 -0.000231209 -0.00318124 -2.82435e-05 0.000746558 0.000666821 -0.00197005 0.000239376 -9.41581e-05 -0.000391673 4.41099e-05 -0.00305411 0.000758883 0.000695361
internal_weight=613.39 67.1025 546.288 491.208 30.6446 482.094 26.9157 55.0793 52.8715 27.9589 21.9628 14.9163 10.9724 18.6502 6.50159 473.783 464.548 141.878 9.13301 132.745 322.67 313.736 10.5841 118.572 100.145 91.7021 78.8037 12.8984 303.152 298.049
internal_count=4633 1194 3439 2851 305 2503 259 588 582 229 109 90 51 128 86 2471 2441 914 68 846 1527 1502 79 719 651 622 469 153 1423 1412
is_linear=0
shrinkage=0.00404071


Tree=221
num_leaves=31
num_cat=0
split_feature=1 1 0 4 3 3 3 4 3 3 3 2 3 0 0 1 0 2 3 2 1 3 4 0 1 0 2 3 1 1
split_gain=2.2437 2.39254 4.88797 6.27957 3.12686 4.43658 2.80529 4.76764 2.86297 6.07893 5.92448 5.65877 5.11689 3.05936 4.05959 3.08903 4.70346 2.88073 4.37646 2.71892 4.88651 2.611 2.517 3.36845 2.50159 3.57107 3.52104 6.49993 2.2855 2.26551
threshold=54.884872733100003 64.369753017350021 87.261973998100004 41.529896397300007 0.091385000000000022 0.10990500000000002 0.12001500000000002 41.444941515100005 0.092895000000000019 0.087795000000000026 0.08673500000000002 -0.093604999999999994 0.091510000000000022 86.780739992750014 86.135510041400025 62.00390986255001 85.866664228400012 -0.071969999999999992 0.079395000000000021 -0.13734499999999997 57.492677119650004 0.084365000000000009 38.536700832000001 85.990333302400003 57.027573863050009 73.921844754800006 -0.23353499999999996 -0.23921499999999998 64.730006406800015 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 6 -4 -5 -6 8 -8 9 10 13 -11 -13 14 15 16 19 18 -16 20 24 -21 -10 -24 25 26 27 -2 -3 -25
right_child=1 28 3 4 5 -7 7 -9 22 11 -12 12 -14 -15 17 -17 -18 -19 -20 21 -22 -23 23 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.020009703983782524 -0.030959574138698556 -0.014785688149845167 0.015617410811393596 0.007231558177381363 -0.017846671900427064 0.0070145679401449473 -0.0005101792247899367 -0.024736170784643612 0.013714541724425074 0.0040136563025342737 0.01568939523673684 -0.023387578530345583 -0.00095130651906388678 -0.015705150638679138 -0.0055385976124631784 -0.010600968527153438 -0.022392396657419669 -0.0033446244308977845 0.016152810715460434 0.010439433263190806 -0.023025318466398135 -0.0076810116725470178 -0.0020429075042277759 0.013368105064514952 0.017771917060002976 -0.022539117293383981 0.016014833073253885 0.0070115739212929682 -0.00047965277012890662 0.00060357193050025412
leaf_weight=1.996629581786691 2.4912263974547342 4.2111966339871278 20.198999263346195 13.588657125830652 5.937690541148184 4.8470678403973579 10.443628184497355 4.2487925216555587 9.865028113126753 8.3727087248116749 10.187699787318705 10.673424378037454 5.850592619739472 4.3010800108313552 4.5141087174415651 12.041909927502273 3.1282153353095046 7.022346854209899 14.781290538609026 16.551487180404376 3.6383772306144229 3.5991935022175303 23.801064509898424 13.405017822980883 2.934218442067503 2.5364547055214635 4.5574882701039341 5.1220025653019547 293.80401131045073 8.4141342937946302
leaf_count=137 28 84 95 53 37 16 43 38 41 45 44 98 31 25 20 122 29 31 87 77 158 29 119 42 14 55 25 40 2936 34
internal_value=0.000391991 0.00046812 0.00191377 0.00766742 0.00107901 -0.00667311 0.00058141 -0.00751591 0.00125057 -0.000397465 0.00177579 -0.00890021 -0.0154437 0.000150606 0.000973064 -0.00193612 0.00040554 0.00722974 0.0110782 0.0021269 -0.00267974 0.00720287 0.00488327 0.00297357 0.00151636 -0.00172678 0.00261064 -0.00541347 -0.000681809 0.00844571
internal_weight=537.066 535.069 237.054 44.5724 24.3734 10.7848 192.481 14.6924 177.789 122.304 97.4071 24.8967 16.524 87.2194 82.9183 56.6006 44.5587 26.3177 19.2954 41.4304 21.2798 20.1507 55.4852 45.6202 17.6414 14.7072 12.1707 7.61323 298.015 21.8192
internal_count=4633 4496 1476 201 106 53 1275 81 1194 958 784 174 129 740 715 577 455 138 107 426 320 106 236 195 162 148 93 68 3020 76
is_linear=0
shrinkage=0.0192815


Tree=222
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 2 0 2 2 1 1 4 4 4 3 0 1 0 0 4 1 2 3 1 4 3 4 2 0 4
split_gain=2.17148 1.73283 2.43784 1.63991 4.46606 3.81742 3.3581 3.80938 3.43898 2.93677 4.27611 3.09556 5.2925 7.67026 5.32923 5.26877 3.77759 3.17564 8.72725 4.02908 4.57876 2.98592 3.67742 3.32733 7.20224 2.82008 2.8045 2.73973 2.71044 2.67776
threshold=90.937096262400004 48.109449608500007 48.914776625700007 85.121961326250016 85.307464937250003 -0.10771499999999999 85.619326080400015 -0.089569999999999997 -0.08725999999999999 63.910026677050006 62.907231794400012 41.976795488650005 42.684965421050009 42.720329370750001 0.082325000000000023 86.345209775600011 61.987779113750001 87.261973998100004 86.538778761000017 41.489621506400006 62.057679025150001 -0.06828999999999999 0.083395000000000011 62.041548276350007 43.426369480700011 0.093635000000000024 43.735142172100005 -0.098419999999999994 71.096275259750016 41.685324604100011
decision_type=2 2 2 2 2 2 2 2 2 2 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 28 7 -6 -9 10 11 16 15 -14 26 -13 -8 18 19 20 -18 22 -16 -24 -25 -20 -15 -7 -1 -10
right_child=1 2 -4 4 6 27 9 8 29 -11 -12 12 13 14 21 -17 17 -19 25 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.027956548199291796 -0.024720490101300559 0.018356310317698282 -0.025580791440439996 0.01921475716104749 -0.033677809890339243 -0.045974009816891329 -0.0017453788529061033 0.022873784993485382 0.0067016562450943522 -0.00037946935610345793 0.017659598319341177 -0.027664239285749796 0.026324291752240693 -0.0059388828878709395 0.025226863923177731 -0.0018185762409146493 0.012978537451980895 0.020341289564081905 -0.020461420571714281 0.022687030562848317 -0.010936206787774457 -0.013719604072865871 0.010874944615352704 -0.031776039640451795 0.010715915862062804 0.0043749087658743286 -0.04033978332378118 -0.0098304403423570864 0.0029383610135862827 -0.03100784281444462
leaf_weight=1.7674247487448145 3.6090251232963046 1.7938080858439209 1.2742202193476257 7.8755526468157759 3.4737065061926842 1.3365888968110109 28.625550333410501 2.1619470044970512 1.9862503632903079 292.07516177813523 11.977850161492823 7.7134269475936916 7.0699642747640601 2.7962964288890353 4.8307158052921322 11.728624291718004 15.992418505251409 11.686880081892012 7.7572116740047914 13.46367236971855 6.7027873620390883 5.4044054523110416 10.772201124578716 4.3635752201080305 5.1080378144979477 4.1348082199692726 2.7960632964968681 16.650860544294119 32.129069189541042 2.5209161881357431
leaf_count=94 468 15 71 35 59 10 133 8 8 2377 54 66 60 16 11 50 51 52 44 47 29 31 46 32 18 17 25 257 407 42
internal_value=0.0004522 -0.013312 0.000108257 0.000627288 0.00107692 -0.00347194 0.000769819 -0.0130528 -0.00230992 0.00107795 0.00369067 0.00258222 -0.00155087 0.00319085 -0.0013433 -0.0120726 0.00550947 0.0089859 0.00622406 0.0121604 0.00591557 0.00265576 0.0061852 0.00164135 -0.00886014 -0.0118259 -0.0231386 -0.0125162 0.00132744 -0.0143898
internal_weight=531.579 6.67705 3.06803 524.902 473.018 51.8839 465.142 10.1428 6.66911 455 162.924 150.947 62.5833 43.1413 36.0713 19.4421 88.3633 59.7378 48.0509 36.1589 22.6952 30.4789 25.0745 20.2438 9.47161 11.892 5.59236 17.9874 33.8965 4.50717
internal_count=4633 554 86 4079 3311 768 3276 117 58 3159 782 728 355 239 179 116 373 240 188 127 80 138 107 96 50 61 41 267 501 50
is_linear=0
shrinkage=0.024289


Tree=223
num_leaves=31
num_cat=0
split_feature=0 3 3 0 2 1 1 0 4 4 1 4 0 4 2 0 2 3 3 3 3 0 0 2 3 1 1 1 1 4
split_gain=1.94763 2.04341 1.79161 3.05962 2.26868 2.00192 4.22713 3.34331 1.79289 2.63467 2.95264 5.00003 2.14799 3.74834 3.18045 3.43998 3.30773 3.84526 4.32674 4.84344 3.11062 3.01436 3.58986 2.98419 2.84492 2.70095 2.64644 5.38754 3.23927 8.04987
threshold=113.1679565431 -0.15544999999999998 -0.27297999999999994 93.047535894850014 -0.23557500000000001 68.20618276945001 62.907231794400012 71.249517373150013 32.724174661450007 35.119813570500007 73.448676123850007 33.361153777850006 85.121961326250016 40.767054867700004 -0.016014999999999998 67.620098897050013 -0.22386500000000001 -0.25098999999999999 -0.144095 1.0000000180025095e-35 0.079745000000000024 85.307464937250003 85.619326080400015 0.17437500000000003 0.095830000000000012 61.993156030000002 63.910026677050006 62.907231794400012 66.235542959850008 38.621016321050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 -4 10 -10 -12 13 23 16 -16 17 -15 -19 -20 -21 -14 24 -11 25 -23 27 -24 29 -28
right_child=1 -3 8 -5 5 -7 -8 -9 9 12 11 -13 21 14 15 -17 -18 18 19 20 -22 22 26 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.02945685277484484 0.0020868525673586697 -0.018597161136600471 -0.012150988630260859 -0.028865633052635412 -0.028824595913302564 0.023632278481106366 -0.034702141433454181 0.010973733706414796 0.01379283065902287 -0.01978642298783935 0.022949040730519725 -0.026748065900081081 0.015865387609372422 -0.03476441120695993 0.024719400851442256 -0.026211792151929779 0.015956307126557472 0.019206653905741829 -0.027440018474462102 0.027608069728884067 -0.008063146484426886 0.0030084226874731762 0.0023131383744050414 0.0096123758759256855 -0.040399011927086934 -0.025976827631503368 0.0045872157685005414 0.018826655558734397 0.00058420844827186983 -0.020287898740899001
leaf_weight=1.3953779456205655 4.3229865813627839 5.5490556266158801 5.3756335442885748 2.693505994975566 1.2930896021425704 1.693514335900544 1.7434143014252184 6.3348070681095123 15.104385143145921 10.217489761300383 1.6899243872612704 2.6373568153940141 6.8943431563675395 1.6586177516728664 0.82426129560917871 3.7178189889527857 7.5047832811251274 4.6622746074572214 3.6744249854236806 2.0971970558166504 3.0560962427407503 4.587407171726225 146.25152192637324 2.1213229894638053 1.6247822195291517 2.5418577194213867 13.363748930394651 10.793048515915869 237.89723916398361 13.113214816898106
leaf_count=37 98 365 113 58 70 7 17 50 70 199 11 58 32 18 7 102 50 18 73 5 71 33 720 8 20 61 56 50 2069 87
internal_value=0.00038458 -0.00953959 0.000574241 -0.00706679 -0.00235456 0.00106329 -0.00301521 0.00422708 0.00080517 0.00094558 0.00908672 -0.00733996 0.000613654 -0.00442113 0.000257047 -0.0169692 0.00371097 -0.00235551 0.00162922 -0.00765413 0.0064537 0.00106907 0.000831929 -0.0147321 -0.0134644 -0.00732594 0.0011289 0.00344805 -0.000248722 -0.00773265
internal_weight=526.435 9.87204 516.562 15.1537 12.4602 11.0648 9.37131 7.6279 501.409 496.033 19.4317 4.32728 476.601 39.5343 27.1955 4.54208 22.6534 15.1486 13.49 8.82772 5.15329 437.067 430.173 12.3388 8.75405 7.12926 421.419 157.045 264.374 26.477
internal_count=4633 463 4170 239 181 144 137 120 3931 3818 139 69 3679 551 344 109 235 185 167 149 76 3128 3096 207 114 94 2982 770 2212 143
is_linear=0
shrinkage=0.0225556


Tree=224
num_leaves=31
num_cat=0
split_feature=4 4 4 3 2 1 0 4 1 3 3 3 3 0 4 0 2 2 2 2 3 2 0 1 1 0 0 1 3 1
split_gain=1.831 3.56182 4.76271 3.55975 3.27214 3.19969 2.2658 2.20001 4.22592 2.74218 2.09519 2.05094 2.88684 2.07766 1.87263 1.8589 1.85564 3.62262 1.84999 2.0428 1.76764 3.4385 2.21436 1.75661 6.12814 1.89684 4.04978 4.07876 5.0612 3.82834
threshold=49.064150740050003 47.927946529500012 46.095286511800005 -0.23921499999999998 -0.15734499999999998 89.541786492700012 75.994645973400011 49.960114208400007 55.855406118200008 0.079205000000000012 0.074735000000000024 -0.15544999999999998 0.076130000000000017 96.324766355850002 45.044778924400006 67.058211147750015 -0.16262999999999997 -0.22147500000000001 0.70681500000000008 0.36215000000000008 0.074735000000000024 -0.088465000000000002 87.345316200150009 58.309968391300011 59.240174904450008 93.972365491700018 93.843319501450011 69.873026810350026 -0.10696499999999999 71.830224329350003
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 15 8 -2 10 -9 -5 -13 -14 -7 -1 17 -17 19 23 21 22 -4 -8 -25 26 27 -26 -29 -27
right_child=4 3 20 11 -6 14 18 9 -10 -11 -12 12 13 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 24 25 29 -28 28 -30 -31
leaf_value=0.020646352074122885 0.0064865944638400012 -0.011377487220916556 0.0059460182232254468 0.028701881528301106 -0.019664046071469155 -0.024151677592786816 0.012433127720080503 0.0092667105593322689 -0.032171441353262172 0.02449310347717501 -0.026220807190116529 -0.0053350657519878539 0.027007326389820556 0.0050431167828160111 0.022007368354084428 -0.016696232383453902 -0.024836391520902577 0.040444610695798161 0.013413585472930221 -0.015784743574637845 -0.025760106156417557 0.018422799920060268 -0.03053709022192248 -0.029799560813796373 0.0022601779351730782 -0.0077015697947541697 0.018384692165280346 0.010137833835879084 -0.024328517769594216 0.00086977198055062928
leaf_weight=0.86141617922112157 3.5374302864074725 3.4870746508240726 1.2964323675259946 3.9435955062508645 6.6547408560290924 3.9766011461615554 6.9309115875512353 2.275770522654057 2.5991578698158264 3.2413806305266917 1.4388257856480775 4.4639450460672334 5.1157063245773298 4.1193489632569253 0.52745109423995007 2.1592704975046217 4.2715899748727679 0.80779708921909366 6.236416815314441 3.9056676798500112 4.6082784770987928 1.9377151718363146 2.7540892418473959 3.4509607255458823 253.88039183150977 35.060986021533608 7.9300817623734465 3.4117654543370008 6.6721159284934384 129.91809513093904
leaf_count=18 22 24 16 10 223 492 34 13 31 18 38 31 18 33 4 186 185 2 42 66 72 12 46 45 1413 385 27 19 88 1020
internal_value=0.000353836 0.000624433 0.000217771 0.00987403 -0.00652133 0.000561839 0.000748659 0.000158901 -0.00988705 0.00902148 -0.00447916 0.0140744 0.00986353 0.0172101 -0.0187462 -0.0113192 -0.0151232 -0.00113939 0.000962369 0.000790256 -0.0150431 -0.00679584 -0.0188601 0.000934997 0.000754011 0.000995361 0.00217685 0.00168993 -0.0126672 -0.00095179
internal_weight=521.475 501.728 480.598 21.1297 19.7473 470.002 465.497 13.0926 6.13659 6.95598 3.7146 17.6426 13.699 9.23506 4.50405 8.10007 7.23866 2.96707 457.397 451.161 10.5965 5.98824 4.05052 447.255 440.324 436.873 271.894 263.964 10.0839 164.979
internal_count=4633 4288 4172 116 345 4026 3530 122 53 69 51 92 82 51 496 391 373 188 3139 3097 146 74 62 3031 2997 2952 1547 1520 107 1405
is_linear=0
shrinkage=0.0230185


Tree=225
num_leaves=31
num_cat=0
split_feature=4 4 4 0 4 3 3 3 0 3 2 3 1 2 2 2 4 3 3 2 0 1 4 3 3 2 4 4 2 2
split_gain=1.55015 2.98425 4.07357 2.89491 4.29476 3.86452 5.09694 3.36351 3.1551 2.8509 2.81536 2.63555 2.55349 3.17113 2.19181 2.27152 7.71127 4.99628 6.53352 4.94684 6.18142 8.92294 6.33769 3.11236 3.07747 2.37837 4.03575 3.52273 4.5376 3.49201
threshold=49.064150740050003 47.927946529500012 46.095286511800005 102.75018128760001 44.749265482150008 0.090850000000000028 0.089835000000000012 -0.20885999999999996 102.32271644485002 1.0000000180025095e-35 -0.15734499999999998 -0.25843999999999995 82.815264250350012 -0.086139999999999994 0.70681500000000008 -0.0025899999999999999 38.396531328800009 0.12376500000000003 0.10249000000000003 0.22387500000000005 96.324766355850002 62.132955852800002 41.362929270750008 -0.098985000000000004 0.077440000000000023 -0.033594999999999993 41.873095646600007 42.686561923500008 -0.022394999999999998 -0.051199999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 14 -3 -2 -5 13 -9 15 25 -17 18 19 20 21 22 -18 -21 -24 29 -27 28 -28 -1
right_child=10 9 -4 4 -6 -7 -8 12 -10 -11 -12 -13 -14 -15 -16 16 17 -19 -20 23 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0014189684979402223 0.00013682296079900409 -0.00028891692885985037 -0.015692205387455804 -0.027248705501716961 0.017834125052723342 -0.029019872957071324 0.026991639961474065 -0.029887501827140912 0.017024583806887265 0.018605857076594175 -0.02053484673848115 0.016413689918153892 -0.028406493787249288 0.0090104867838736811 0.016371619019703059 0.0092729975149985246 0.016441493987791427 0.014242512250963818 -0.037363210586228213 0.00060160171547225371 0.0089760191177423367 -0.028164329391468797 0.005851100244351622 -0.031699117555069045 -0.033956989505612198 0.014362237202559327 0.0053504498439228363 0.0080697816481956099 -0.03852994932428231 -0.010610837225015535
leaf_weight=286.64623403828591 12.669037485960873 9.3480796460062283 10.088807378895579 1.1375716878101227 3.8572786864824584 5.7778916386887422 2.6724384746048591 2.1271426258608699 7.7992097958922377 11.278269317932425 6.32149151014164 3.9842080464586713 6.6022074511274695 3.6324038682505506 5.6999149620532981 23.246022676117718 8.1723845116794127 5.9233192056417456 5.1432756297290316 2.5730092376470566 15.626415405422447 11.107566530816255 1.9861907009035338 7.4040615949779731 3.3224192280322313 22.134283265098929 2.890198640525341 7.9549649972468615 3.1551826004870218 16.325121428817511
leaf_count=2108 122 55 146 69 19 236 25 42 30 61 223 59 427 31 36 120 44 29 44 12 63 137 86 77 43 105 15 39 40 90
internal_value=0.000349979 0.000620717 0.000213292 0.000556978 -0.00707397 -0.0107787 -0.00554968 -0.0105238 0.00107706 0.0100425 -0.00674428 0.00671606 -0.0176667 -0.0053555 0.000787348 0.000577653 -0.00313363 -0.00784161 -0.0102056 -0.00742269 -0.00346652 -0.0113739 0.00246037 -0.023369 -0.019063 0.0015025 0.00763776 -0.00299352 -0.0175514 0.000770762
internal_weight=516.607 497.616 476.99 466.901 29.7911 25.9339 20.156 17.4835 437.11 20.6263 18.9905 5.12178 12.3618 5.75955 429.311 423.611 84.5047 61.2586 55.3353 50.192 40.215 24.5886 13.481 9.97707 5.30861 339.106 36.1346 14.0003 6.04538 302.971
internal_count=4633 4288 4172 4026 908 889 653 628 3118 116 345 128 500 73 3088 3052 655 535 506 462 373 310 173 89 129 2397 199 94 55 2198
is_linear=0
shrinkage=0.0253001


Tree=226
num_leaves=31
num_cat=0
split_feature=0 4 0 1 3 4 4 3 2 2 2 0 4 1 3 2 2 3 1 4 3 3 0 3 4 3 1 1 3 1
split_gain=5.94154 5.83328 8.37423 5.24561 4.95017 4.87477 4.72803 3.92657 3.48134 4.7794 4.36924 3.4778 3.43515 3.61031 3.35803 3.15724 7.05581 6.6938 6.23972 8.91095 5.87432 4.60162 6.34489 2.65066 4.43048 2.72964 2.63867 4.32737 3.94544 7.09144
threshold=98.230883170350012 44.461493122800007 75.381677519650012 78.196493182200015 0.087700000000000014 47.74983977685001 49.064150740050003 0.076130000000000017 -0.61402999999999996 -0.59614999999999996 -0.50748499999999985 85.57362229215002 40.300545846000013 74.462224839050023 0.091705000000000023 -0.15962499999999999 -0.09280999999999999 0.074735000000000024 81.573196594050017 42.388109226950007 -0.10212 -0.15544999999999998 104.22883325935001 0.079605000000000023 42.546237522150008 0.090235000000000024 75.28220456885002 75.629015667650023 0.084365000000000009 71.246828915000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 7 -7 -5 -10 -11 -8 13 -6 -14 21 17 20 -18 -20 -17 -12 -23 -21 -25 -26 28 -28 -4 -30
right_child=3 5 26 8 12 6 11 -9 9 10 15 -13 14 -15 -16 16 18 -19 19 23 -22 22 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.0035950622311305752 -0.0053835360059540181 -0.0025333150552819426 0.0012536234635230415 -0.0060382086473314747 0.0014570553126727072 -0.00032077672781922459 -0.00023038075899007595 0.0040087383450052782 0.0041425006278265081 -0.0051035352102075529 0.004858310892827864 -0.0059753354322719639 0.0038053451038642934 -0.0051354098620343385 -0.0014187373474685882 -0.0057348956213084832 0.0014940867129453915 -0.0050870799478354373 -0.0051398671338234812 0.0023071558746624566 0.0034497438416272652 0.0028227886080623545 -0.0052240225135346281 0.0042689180835572349 -0.0056342112740836621 0.00099526543472412579 0.0039792472755426148 0.00038634603916474326 0.00051191624524167599 -0.0022157750927872281
leaf_weight=9.2306593386456353 7.8812249507755068 22.741011111065745 126.41357094980776 1.9877993017435063 2.2895323410630244 8.9171651378274017 5.8865034729242307 7.8646703585982314 5.1007319847121826 3.6269403621554366 5.8722003102302542 3.2698753504082561 3.9177470207214338 6.0006641168147326 6.5731528252363205 2.0055639343336225 34.633759818971157 10.955918966792522 8.5174732566811162 8.120069074444471 4.520313209854069 5.005887456238268 3.2073061233386397 2.0409992989152661 3.7144659701734781 1.8591911839321253 12.517086915671827 14.359384773299096 228.37877626530826 20.740989252924919
leaf_count=348 125 329 646 46 10 51 34 28 41 102 22 77 13 64 45 46 173 300 321 59 22 27 126 9 117 28 45 79 1107 193
internal_value=0.000201738 0.000438309 0.000611213 -0.000650151 -0.00241262 -0.0010238 0.000299645 0.00170822 -0.000185665 -6.83677e-05 -0.000296668 -0.00228199 -0.00116591 -0.00331475 0.000532157 -0.000103925 -0.0004623 -0.00295401 0.000277428 -0.00146004 0.000627076 0.0018391 -0.000319544 0.000531908 -0.00136117 -0.00342283 0.000707698 0.00205966 0.00061094 0.000284817
internal_weight=588.151 460.32 411.64 127.831 26.6623 48.6792 25.9382 16.7818 101.169 99.1808 94.0801 9.15638 18.7811 8.2902 10.4909 90.4531 76.3678 17.4818 58.886 24.2522 6.52588 14.0854 8.21319 15.7347 7.61466 5.57366 402.41 26.8765 375.533 249.12
internal_count=4633 2937 2418 1696 257 519 190 79 1439 1393 1352 111 132 74 58 1250 1075 368 707 534 68 175 153 213 154 145 2070 124 1946 1300
is_linear=0
shrinkage=0.00446649


Tree=227
num_leaves=31
num_cat=0
split_feature=4 4 2 4 4 3 1 3 3 4 1 3 0 2 2 2 2 2 0 1 4 4 4 1 4 4 0 2 2 4
split_gain=1.41759 1.3849 2.50984 2.47453 4.88867 2.84761 2.5077 2.26639 4.69119 1.89157 3.75639 2.37732 1.81835 1.65113 5.10168 6.22903 4.26602 5.50793 4.13009 3.72127 3.71795 6.97312 4.61533 3.27257 3.63337 2.92175 2.67265 2.4861 2.71755 3.24601
threshold=29.850823923150003 49.064150740050003 -0.15734499999999998 47.74983977685001 46.095286511800005 -0.23921499999999998 89.541786492700012 -0.15544999999999998 1.0000000180025095e-35 49.960114208400007 55.855406118200008 0.079205000000000012 75.994645973400011 -0.25105499999999997 -0.58319500000000002 -0.51760499999999998 -0.16164499999999998 -0.15022499999999997 101.19356403005001 62.229740345500012 35.771221912400001 39.065416244600009 39.656620114300004 82.788379669050016 44.749265482150008 39.788107623550012 94.75470680765001 0.63131000000000015 -0.11534 41.489621506400006
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 12 -7 -9 10 -3 -11 -2 14 18 -16 19 -18 -14 -15 -17 -22 -23 27 -25 -21 -27 28 -19 -30
right_child=1 2 -4 5 -6 7 -8 8 -10 11 -12 -13 13 16 15 20 17 23 -20 25 21 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.014082573512628435 -0.0089198405282145659 0.0048856895918459216 -0.0150885216380428 -0.0090460587112160696 -0.01477831635987646 0.023462159433800658 -0.015425649449045778 -0.015321849336076009 0.011925220218157449 -0.0036477650929826592 -0.026443090787688528 0.019505825115822654 0.0064868858653626439 -0.010807722765635169 -0.025801549992468812 0.01609981888455839 -0.027139308023544587 0.0057253661834162162 -0.017300045441693036 -0.0022649309011892383 -0.033319368746241251 0.0204201757624848 -0.010726043672237477 -0.014098150262106866 0.01862960529724449 0.020862261274310009 0.0060092255158173645 0.013382551408042067 0.0020301748517472275 -0.001933930281947961
leaf_weight=2.5931000523269168 7.4251873989123842 3.5645247623324412 6.1096571895759544 3.5802635122090605 8.068095585331319 3.7382157277315917 3.7137417877092949 2.9855420179665044 12.0928778485395 3.6018892922438681 2.4449649071320891 3.1498549501411617 20.601369572803382 3.2727135065943029 6.4437237828969982 3.1171640334650865 2.6840709997341028 40.095189023762941 3.1948272795416406 4.7816259413957622 2.9767807042226178 3.0332328863441944 4.4441632274538279 9.4511637259274703 1.4877099692821492 11.176753272302451 7.7901705764234057 6.1970173604786387 184.66500298585743 135.85910525359213
leaf_count=148 355 22 223 27 130 10 448 26 69 51 31 18 96 27 137 13 40 238 63 36 49 9 61 201 5 46 41 42 1020 951
internal_value=0.00027383 0.000346576 -0.00482867 0.000544723 0.000243784 0.00686638 0.000505888 0.00989405 0.00653027 8.34094e-05 -0.00786045 0.00715395 0.000634874 0.000792086 -0.00279877 -0.0100417 0.00117819 0.000647355 0.0032933 0.00865188 -0.00255891 -0.00812246 0.00190853 0.000844789 -0.00964711 0.0113335 0.0147618 0.00115767 0.000947592 0.000349928
internal_weight=514.34 511.747 18.8709 492.876 470.479 22.3969 462.411 18.8166 15.0784 12.7612 6.00949 6.75174 458.697 451.272 43.8113 20.0151 407.461 380.439 23.7962 27.0213 13.5713 10.4542 7.4774 377.755 10.9389 23.7485 18.9669 366.816 360.619 320.524
internal_count=4633 4485 345 4140 4008 132 3878 105 95 122 53 69 3430 3075 428 269 2647 2497 159 150 132 119 70 2457 206 123 87 2251 2209 1971
is_linear=0
shrinkage=0.019466


Tree=228
num_leaves=31
num_cat=0
split_feature=1 4 2 2 3 4 4 4 2 2 4 4 0 2 2 3 2 1 1 0 1 0 0 4 2 2 3 2 3 1
split_gain=1.3095 1.35347 1.87515 1.15049 6.62973 2.64844 2.94494 3.4926 2.61916 5.11537 3.57583 3.79077 2.08669 3.09218 4.98705 1.861 1.54326 4.34818 5.93131 2.35286 3.52838 4.12269 3.16027 2.77763 2.50644 6.30772 7.07359 6.23985 5.93703 4.29054
threshold=90.937096262400004 48.109449608500007 -0.088274999999999992 -0.24150999999999997 0.091705000000000023 43.521589032450009 35.476804824450006 39.065416244600009 -0.26416999999999996 -0.27494999999999997 38.804629908750009 40.00488309970001 86.538778761000017 -0.59496499999999986 -0.50748499999999985 0.088075000000000028 -0.160525 62.229740345500012 57.772276765200012 84.226704768850013 58.309968391300011 75.994645973400011 67.058211147750015 38.324118171300007 -0.079369999999999996 -0.082654999999999992 -0.222165 -0.077085000000000001 -0.098985000000000004 69.633754036750005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 8 6 -6 -8 9 10 -1 -12 -9 -14 -15 -13 17 18 -5 20 21 22 -18 -22 25 26 -21 -26 -28 -30
right_child=1 2 -4 16 5 -7 7 12 -10 -11 11 15 13 14 -16 -17 19 -19 -20 24 23 -23 -24 -25 27 -27 28 -29 29 -31
leaf_value=-0.033620266340957022 -0.021361512678822182 -0.026029785843182718 0.011775807683320327 0.0024292528465255409 0.017624691616038579 0.019316064717019202 -0.020772607736527615 -0.011776933253623707 -0.022472379307358931 0.024233083358627772 0.0097048393517901576 -0.025807772163735362 0.014341249724585106 -0.02199653659222869 0.013881272072523114 -4.507163447649647e-06 0.027262079966162613 0.0089026514337141351 -0.026940401909073375 -0.019697781068749941 -0.0054456561711493561 0.015438284276550059 -0.022282142464857241 -0.027426527557514846 0.015565730567117419 -0.013705266591380867 0.023514562307724491 0.0011894029807146657 0.0032605521734100722 -0.0043942962225350856
leaf_weight=2.6097584357485184 2.514832508750259 0.84387006051838431 1.8825790754053739 13.555296008940788 4.1014933912083569 4.1435055360198012 3.6140970215201405 3.9510902799665955 6.7963387654162934 2.049603329040111 4.0495944991707784 3.6813366441056132 8.0246041938662618 3.6109473332762798 3.2869848981499477 1.8729595281183717 0.69595837034285279 31.665008064825088 3.9420779771171501 7.6370443608611813 5.7016651313751918 5.0187827087938786 3.2052729786373675 4.6238404959440231 14.357716525904832 16.404352273792028 5.0710082389414302 202.85636757966131 83.896289173513651 53.103745518717915
leaf_count=69 468 46 40 106 24 21 39 25 160 13 24 129 29 33 12 23 4 195 154 68 48 22 167 77 108 136 17 1287 390 699
internal_value=0.000268707 -0.0102108 7.45043e-05 0.000377789 -0.00259725 0.00364432 0.00120213 -0.00179315 -0.0117057 -0.00657546 -0.0117455 -0.00580128 0.00184121 0.00544693 -0.00490014 -0.0171067 0.000718883 0.0042437 -0.0041876 0.00028843 -0.00690191 0.00280653 -0.0134437 -0.0152889 0.000649432 -0.00129925 6.01461e-05 0.00213967 0.00112224 0.000293391
internal_weight=508.768 5.24128 2.72645 503.527 51.7923 30.7327 26.5892 22.4877 21.0596 14.2633 12.2136 9.60389 18.8736 14.9225 6.89793 5.5543 451.734 49.1624 17.4974 402.572 19.2455 8.92001 3.90123 10.3255 383.327 166.112 149.708 217.214 142.071 137
internal_count=4633 554 86 4079 601 183 162 138 418 258 245 176 99 74 45 152 3478 455 260 3023 318 193 171 125 2705 1310 1174 1395 1106 1089
is_linear=0
shrinkage=0.0210743


Tree=229
num_leaves=31
num_cat=0
split_feature=4 2 4 0 3 2 4 2 2 2 2 2 0 2 4 1 4 3 3 3 3 4 1 3 0 0 3 2 2 0
split_gain=1.20532 1.3332 1.25259 4.63652 3.9363 2.64328 2.4762 2.03888 5.8839 6.48403 5.37758 5.78088 10.5843 5.06512 4.00247 3.94501 5.5941 9.14333 8.31915 5.93164 3.69591 4.56457 4.08625 4.17535 3.25937 7.62411 6.3687 6.84255 3.91677 3.05593
threshold=29.850823923150003 0.23643500000000003 42.154118731400011 104.03526427400001 -0.225495 -0.15861999999999998 42.027798546600003 -0.064729999999999996 -0.086139999999999994 -0.081844999999999987 -0.053874999999999999 -0.043559999999999995 95.44832900530001 1.0000000180025095e-35 39.788107623550012 83.116371560950014 36.558960102350007 0.09557000000000003 0.094385000000000011 0.091885000000000022 0.11458500000000002 41.289992964000007 62.132955852800002 0.10453000000000003 86.345209775600011 87.261973998100004 0.091290000000000024 -0.072755 -0.076544999999999988 91.437149474700007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 -5 7 8 14 -10 -9 12 -12 -13 15 16 18 19 -2 29 21 22 -15 -24 28 -26 -27 -28 -11 -18
right_child=2 -3 -4 4 -6 -7 -8 10 9 24 11 13 -14 20 -16 -17 17 -19 -20 -21 -22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.024344452167397862 -0.0090136581869420425 0.0064817508337949954 -0.00099809915195112129 0.019028245806543446 -0.021540325382397054 -0.022022015572917542 0.010584875421346319 0.013226799594409715 -0.02444779728614372 0.019269777491993441 -0.037845501735993561 0.0087539194022817832 0.0070749781123416212 0.0089343225835276218 0.0052092916707469168 0.018676846036352092 -0.0020259216920131581 -0.030699187528840991 0.016104584903355784 0.01722752944278828 0.010800869280211079 -0.021402549333346708 -0.0019680245319697465 -0.024842270791154447 -0.034310361523207586 0.010131265807828322 -0.025686623108231981 0.0083813959381452228 -0.0045698477779813748 -0.018615093528147993
leaf_weight=1.635492698522284 10.034078401047738 0.86535159149207164 187.56086179800332 2.053949770983309 6.4861385615076852 0.9144015626516192 11.658398463390766 17.931384518742561 7.0592782068997613 4.7971116378903389 4.0827314592897874 36.192566759884357 4.3916989415884018 13.123655464500187 65.805482533760369 3.4387091826647511 11.75626616552473 6.2792422473430625 11.317635295912622 4.5310786105692378 9.9011461921036226 4.7212309269234529 36.86159944627434 3.5268127098679534 3.6459462270140675 8.627582963556053 6.5281968973577023 3.7407270558178407 6.6108424253761751 7.2360888831317416
leaf_count=110 144 38 2024 30 452 49 58 72 57 25 28 174 16 76 394 14 89 61 51 17 54 64 227 28 27 54 56 24 30 90
internal_value=0.000230504 -0.0136779 0.000299956 0.00107717 -0.0127736 0.0063827 0.00150821 0.00114599 -0.000364016 -0.00693434 0.00301031 0.00138626 -0.0145664 0.00268208 0.00187394 -0.00214642 -0.00354621 -0.00916784 0.00430045 -0.00342035 -0.000543235 -0.00247202 -0.00080183 -0.00396546 -0.00329279 -0.00771967 -0.00258918 -0.0132764 0.00545485 -0.0083464
internal_weight=503.316 2.50084 500.815 313.254 9.45449 2.96835 303.799 292.141 161.408 41.0097 130.733 112.801 8.47443 104.327 120.399 54.5931 51.1544 29.8027 21.3517 23.5234 68.1344 58.2333 53.5121 40.3884 33.9504 22.5425 18.8965 10.2689 11.408 18.9924
internal_count=4633 148 4485 2461 531 79 1930 1872 1133 273 739 667 44 623 860 466 452 257 195 196 449 395 331 255 216 161 134 80 55 179
is_linear=0
shrinkage=0.020084


Tree=230
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 3 1 3 0 2 2 1 3 3 3 1 1 2 4 1 3 1 2 0 1 4 4 2 0
split_gain=3.73753 4.38563 3.8415 3.5671 8.78372 7.08583 6.46572 5.99662 5.86665 5.89995 6.75537 5.19169 4.94278 4.63765 11.5222 3.81586 8.97072 8.19965 5.3987 4.68456 6.19839 5.12252 5.55616 3.48646 3.29545 3.17124 2.90011 2.78286 3.84341 4.34751
threshold=69.873026810350026 85.990333302400003 91.886121982450007 -0.059424999999999999 -0.016014999999999998 0.048475000000000011 -0.245505 70.128430332750014 -0.21029499999999998 95.988709089550014 -0.068964999999999985 -0.18437499999999998 81.339300736700025 0.090465000000000031 0.092895000000000019 0.083555000000000032 83.602982482550019 83.602982482550019 -0.16077499999999997 41.835830569250014 83.116371560950014 0.090235000000000024 75.981203682750007 -0.088039999999999993 85.931187223550012 71.053259929650025 40.518963363600001 44.749265482150008 -0.016679999999999997 101.44090217805002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 -2 8 25 -6 -7 -8 11 13 15 -4 -9 -10 -15 17 19 -11 -19 20 21 -17 -23 -13 -1 -5 -26 28 29 -27
right_child=2 -3 3 4 5 6 7 12 9 10 -12 23 -14 14 -16 16 -18 18 -20 -21 -22 22 -24 -25 26 27 -28 -29 -30 -31
leaf_value=-7.5572731088699359e-05 -0.0071863462692462821 0.0010961773800975334 0.0047958400580391265 0.0060472419555083678 -0.0061221733607792587 -0.0080970999723061609 -0.0072962365815481545 0.0020388374147508009 -0.0063231769957362346 -0.005055739147762345 -0.0085200465503085503 -0.0042173843819915645 -0.0023831090832442795 0.0045262924982002279 -0.0064776491395167769 0.0023504147953923248 -0.0068738748605780657 -0.0066333442222068738 0.0026241231960131605 0.003247194902940064 0.0075435659424738415 -0.00043357959001856619 -0.0067115006442239862 0.0037525316748885942 -0.00057379353184724004 0.0010526202381269567 -0.0087002243145387313 0.006263085328584681 0.0065927293598526861 -0.0076177116147843685
leaf_weight=113.87133871531114 2.7385635767132035 208.25167932547629 10.631468830164524 9.1188836023211497 6.9955857452005139 3.069828654639422 3.0701719075441352 37.675881233997643 12.561402437742801 15.150163248181345 3.5430118562653652 5.1545819076709449 10.924973243381826 5.9453148134052736 6.8744779191911221 10.297681900672616 5.1185760940425089 2.5550617906264952 12.132319242693482 21.538474768400192 3.144236020743846 13.406364280730488 7.2924368521198621 2.8589131403714401 3.0333663076162329 10.565609429031616 2.8572349734604359 3.9819647148251525 3.1494450569152823 2.3727313252165905
leaf_count=1104 65 951 74 25 129 57 20 195 273 230 53 72 223 23 75 57 238 116 172 90 8 76 82 21 13 45 31 12 10 93
internal_value=0.000191004 0.000588622 -0.00037149 -0.000290038 0.000600359 -0.000636674 6.43429e-05 0.000549223 -0.000875833 -0.00134678 -0.000679264 0.00214407 0.00104483 -0.00382363 -0.00137445 -0.000372761 0.000459257 -0.00206811 0.00101367 0.00113339 -0.000200152 -0.000985663 -0.00264537 -0.00137402 -0.000293955 0.00321679 -0.00451552 0.00193075 0.00085843 -0.000537411
internal_weight=559.882 328.014 231.868 229.13 90.9251 61.7364 54.7409 51.671 138.204 119.56 94.1783 18.645 48.6009 25.3812 12.8198 90.6353 60.7978 29.8375 14.6874 55.6792 34.1407 30.9965 20.6988 8.0135 119.762 29.1886 5.8906 20.0698 16.0878 12.9383
internal_count=4633 2099 2534 2469 809 624 495 438 1660 1493 1122 167 418 371 98 1069 551 518 288 313 223 215 158 93 1148 185 44 160 148 138
is_linear=0
shrinkage=0.00578826


Tree=231
num_leaves=31
num_cat=0
split_feature=1 0 3 3 2 1 3 2 0 3 0 2 3 3 0 2 4 0 4 3 1 1 3 1 2 0 0 3 2 1
split_gain=1.15646 3.21056 3.17614 2.21079 1.87837 8.19262 7.39639 5.66204 4.09463 4.04017 4.07947 5.73283 4.72355 9.05272 3.89144 3.53577 3.31452 3.3139 3.27741 3.2258 7.39694 7.36485 4.4697 5.05426 4.29679 3.91014 3.19506 3.08137 2.85243 2.82831
threshold=69.873026810350026 91.886121982450007 0.4149000000000001 0.18642000000000006 0.075080000000000022 76.621056717750008 0.08759500000000002 -0.059424999999999999 94.047642319350018 -0.21029499999999998 95.988709089550014 -0.068964999999999985 0.090465000000000031 0.092895000000000019 105.93331571405001 -0.18437499999999998 37.500638522700008 94.770837556450019 43.477771593600004 0.083555000000000032 83.602982482550019 83.602982482550019 0.089850000000000027 82.949687156850018 -0.16077499999999997 100.19345760555002 94.354126546200021 0.096480000000000024 0.23643500000000003 74.026694621850012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 14 9 -9 15 12 19 -11 -14 -7 -3 -6 -10 -16 21 22 -12 -21 25 -23 -24 -17 -19 -8 -29
right_child=1 2 -4 -5 5 6 28 8 17 10 11 -13 13 -15 18 26 -18 27 -20 20 -22 24 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0011094684315103229 -0.026520359744559782 0.016405282451306038 -0.026417514433078219 0.014554513959115403 -0.0038032003304990869 -0.020854488477459309 0.023531314000533817 0.0242440626533778 -0.019599208729896685 -0.022530561518440413 -0.017846026064553135 -0.031684134796519464 0.016620423257800582 -0.021364195145353371 -0.024073225411979853 0.02410045865287682 -0.032221906294763666 0.0077477602463564173 0.016667830401386037 0.01222770284982223 -0.025567141295146849 -0.024516795994093493 0.0010928255217519198 0.0261137803841586 0.010412190031976241 -0.017866844553394337 -0.011244421762277666 0.011348961145131174 -0.00065641848990626982 -0.021583370680260172
leaf_weight=295.33874601009302 2.2089703087694934 8.9993107733316702 2.1561684445478013 4.3800680283457032 2.7291806805878895 6.5653807786293346 6.3209159956313652 5.1197723597288123 2.5231899898499242 10.375545735936614 13.336820940487089 2.803696133196353 5.6124471016228181 5.7849204745143652 1.2542388061992822 1.4710475429892529 5.8733932394534349 36.233476786874235 3.1430883836001158 20.367926063016057 3.9913697571028015 1.8903013672679652 19.099524188786752 2.8459292724728575 10.376914551015942 6.6611057454720131 5.5129790552891791 1.8395299203693856 3.4066831790842116 3.3227609952446073
leaf_count=2099 65 74 43 36 20 93 32 15 37 273 230 51 23 68 65 7 59 318 33 101 229 116 113 12 172 67 86 10 44 42
internal_value=0.000254514 -0.00096999 -0.00069332 -0.000418522 -0.000750652 -0.0057301 0.00153601 0.000116705 0.00621061 -0.00239179 -0.00393647 -0.00174451 -0.0121286 -0.00265929 -0.0104648 0.00757657 -0.023206 0.00410839 0.00504736 -0.000676143 0.0023257 -0.00688591 0.00459893 -0.000832764 0.00502985 -0.00380971 -0.00379972 0.00555343 0.0150606 -0.00984827
internal_weight=501.545 206.207 203.998 201.842 197.461 29.2929 20.6903 168.169 49.0387 119.13 103.147 81.3736 21.7729 11.3974 10.9627 15.9833 8.60257 43.919 4.39733 78.5699 52.9659 25.604 48.9745 28.6066 12.2672 25.7606 6.98403 41.3958 9.7276 5.16229
internal_count=4633 2534 2469 2426 2390 346 267 2044 422 1622 1455 1091 364 91 191 167 79 407 98 1040 522 518 293 192 288 180 93 370 76 52
is_linear=0
shrinkage=0.0213079


Tree=232
num_leaves=31
num_cat=0
split_feature=4 3 2 4 4 2 3 1 0 1 3 4 0 1 3 1 0 3 3 3 1 3 4 3 2 2 2 2 1 4
split_gain=1.15231 2.58932 3.22688 1.58107 4.16516 2.22898 2.4522 1.88709 1.76864 4.18155 3.62874 3.07458 2.38669 2.10633 2.40806 2.07323 1.70801 1.68694 3.75584 3.25091 1.6618 2.19832 1.61988 1.56491 1.53221 3.22051 3.24605 2.91904 2.84948 2.99862
threshold=49.292797572200008 -0.25098999999999999 -0.15734499999999998 47.74983977685001 46.095286511800005 0.23643500000000003 -0.25215499999999996 89.541786492700012 82.250688042950017 58.309968391300011 0.11231500000000003 41.909642283050012 67.058211147750015 55.976386734050003 0.10487000000000003 60.87206898960001 83.933662832600007 1.0000000180025095e-35 -0.15544999999999998 -0.23921499999999998 70.348883899450016 0.079265000000000016 45.044778924400006 -0.17949499999999999 -0.25105499999999997 -0.58319500000000002 -0.51760499999999998 -0.16164499999999998 82.788379669050016 44.749265482150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 7 6 -6 8 9 11 -11 13 -13 14 -1 -10 -17 18 19 -5 -19 -22 -9 -4 25 -18 -27 -26 -29 -30
right_child=1 2 23 17 5 -7 -8 22 15 10 -12 12 -14 -15 -16 16 24 20 -20 -21 21 -23 -24 -25 27 26 -28 28 29 -31
leaf_value=-0.021041099212919225 -0.0297548141384112 0.004958147988605179 0.0069548845317345832 -0.0041453001350730979 0.0075302873895265075 0.010365264261363999 -0.024575027125749719 -0.020640893728249118 -0.014921481084542129 -0.023405113837861796 0.01079293301580362 0.015936772716643868 -0.022541020077183869 0.014278706518213981 0.023122252236235739 0.013738171018196632 0.001861825837379399 0.017918758408766007 -0.016854174196525858 0.019955816239497562 0.013734601132829318 -0.0092318748292243829 0.018004264453191331 -0.021677261972639011 0.0078508491193491382 -0.026917866661496415 -0.0050502751169100996 0.00095886631946560648 -0.013868863955524171 0.017853087236223891
leaf_weight=1.6269187973812242 1.527444543316961 8.3108142085839045 0.9476533615961652 4.750561721622943 1.1360354078933594 1.2114533544518051 5.3634001733735195 2.7644122166093434 3.3044845480471841 6.2366476710885754 1.5208156704902647 0.82783197844400946 2.7302777436561882 6.317472514230758 0.69407361745834339 4.0217016190290442 20.197730224113911 5.992064390331505 3.6617542710155275 4.1163552105426779 3.686887675896287 2.961532368324697 0.50558302551507939 3.6471424426417789 23.686811419203877 3.5436203600838772 10.911285832524298 348.94057897524908 8.8743062533903849 1.3533063530921925
leaf_count=72 19 88 12 33 13 6 111 492 35 279 16 16 141 58 2 28 154 19 38 14 25 34 4 195 138 50 126 2173 237 5
internal_value=0.000211653 -0.00531501 -0.00242243 0.000377509 0.000110042 -0.0143555 -0.0189633 0.000358989 0.000469449 -0.00530639 -0.0167007 0.00194083 -0.0135888 0.00833733 -0.00783441 0.000740735 0.000863515 0.00522086 5.88155e-05 0.00704334 0.0103372 0.00350421 -0.0146659 -0.015772 0.000739498 -0.00325768 -0.0104111 0.00110129 0.000656159 -0.00967145
internal_weight=495.371 14.4331 12.9056 480.938 455.769 7.71089 6.49944 448.058 444.788 19.954 7.75746 12.1966 3.55811 8.63846 2.32099 424.834 421.529 25.1692 12.5287 8.86692 12.6405 6.64842 3.27 4.5948 417.508 34.6526 14.4549 382.855 359.168 10.2276
internal_count=4633 314 295 4319 4156 130 124 4026 3530 584 295 289 157 132 74 2946 2911 163 85 47 78 59 496 207 2883 330 176 2553 2415 242
is_linear=0
shrinkage=0.0198508


Tree=233
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 4 3 2 0 2 0 1 0 3 3 2 2 3 1 1 3 2 4 4 0 3 2 0 0
split_gain=4.64879 6.12438 5.52095 5.71028 4.55975 3.42804 4.01937 3.48052 4.77485 4.5322 3.41019 3.40469 3.33753 4.62008 4.20257 3.94159 4.04902 3.26365 3.51809 3.4082 7.0131 3.24309 4.67917 3.13828 4.19344 3.05336 4.21753 2.83514 5.59728 3.78827
threshold=70.348883899450016 85.705356740550016 96.631250582750013 97.789976036950009 78.196493182200015 61.917879202350001 40.408647214050006 -0.17949499999999999 -0.088039999999999993 85.619326080400015 -0.14314999999999997 85.121961326250016 81.573196594050017 102.75018128760001 0.075320000000000012 -0.22831499999999999 -0.16262999999999997 0.075080000000000022 0.08376500000000002 71.104340634100012 70.816675614150014 0.09117500000000002 -0.088880000000000001 42.081757894750005 40.806664626150003 95.44832900530001 -0.089139999999999997 -0.15962499999999999 104.25302938255003 104.86330937810001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 17 10 23 11 -7 -8 -9 -10 -4 -1 13 -6 15 16 -14 18 25 20 -20 22 -15 24 -5 26 -2 28 -16 -29
right_child=2 -3 3 4 12 6 7 8 9 -11 -12 -13 14 21 27 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00035213751047920489 0.00064641697716087557 0.00074078005214777136 -0.0010857573656639142 -0.002295897451931947 0.0016118494050246534 -0.0051013171267627914 0.0018161131958307421 -0.0038964806659854997 -0.0030296272684746978 0.0019953741437149916 0.0019155093461690161 0.0021667070885730637 0.0019434041108674705 -0.0029308110971674847 0.0022485859082221832 0.0020909273166141665 -0.0049473893124317263 -0.0051318662154467096 -0.0045167258020490089 -0.0037796848202103959 0.0029133277695139624 -0.0046468185946748437 0.0022242925292952223 -0.003830344378495189 0.0010840190852921315 0.002121502518167063 -0.0043099102654300505 -0.0046668987810460586 -0.0042422914289530853 -0.0011444581161450672
leaf_weight=45.188605886884034 7.039086166769267 270.80873892083764 7.2388131693005553 14.420070745050912 32.918328758329153 4.2324463911354568 5.5317844562232557 8.8129778038710409 4.6965853180736215 6.8723794966936111 31.459511760622263 10.229540668427942 2.3440106133930385 4.9542663181200597 6.5806447165086883 12.261336592724545 3.0503556584008065 3.6727434070780864 3.5845460910350111 11.454995511099694 4.3965706937015057 3.0975245088338843 6.1148578114807615 7.863964080810546 9.4417833834886533 6.7186827436089507 4.2982378308661291 7.3047154587693539 3.0094101405702531 13.547648257575927
leaf_count=521 54 1230 42 145 142 83 24 209 74 25 116 37 39 72 38 151 87 63 72 154 15 55 34 105 40 30 150 152 183 491
internal_value=0.000177407 0.000450262 -0.000292861 2.83299e-05 -0.000375937 -0.000469219 -0.00153918 -0.000957376 -0.00171012 -4.45964e-05 0.0013541 0.000112812 5.55126e-05 0.000801678 -0.000674935 0.00085534 -0.00195314 -0.00158502 -0.00123757 -0.00240161 -0.00042372 -0.00108088 -8.30044e-05 -0.00167036 -0.000958514 1.54446e-05 -0.00123264 -0.00156245 0.000211714 -0.00237839
internal_weight=563.145 356.373 206.772 165.607 126.909 85.5643 30.1462 25.9137 20.3819 11.569 38.6983 55.4181 95.1831 47.085 48.0981 17.6557 5.39437 41.1649 37.4921 19.4361 7.98112 14.1666 11.0691 31.7258 23.8619 18.056 11.3373 30.4424 9.59005 20.8524
internal_count=4633 2203 2430 1892 1734 973 415 332 308 99 158 558 1444 303 1141 277 126 538 475 241 87 161 106 290 185 234 204 864 221 643
is_linear=0
shrinkage=0.00394257


Tree=234
num_leaves=31
num_cat=0
split_feature=1 0 0 3 4 0 1 2 2 2 3 2 1 2 3 2 2 4 3 3 3 3 3 1 3 3 0 4 4 3
split_gain=7.60608 7.26996 6.95194 6.64739 5.1421 3.8911 5.15813 3.92465 4.64542 3.86018 4.34628 3.81948 5.01066 6.20381 4.64495 3.70568 3.60534 5.12467 3.48932 5.30957 3.36792 3.9119 3.83128 6.27849 6.69035 5.34347 3.99251 3.32643 3.7975 5.23662
threshold=70.182199495350019 95.217121606100008 85.705356740550016 -0.089139999999999997 37.232443001650005 97.886760529650019 78.27445846800002 -0.61402999999999996 -0.59614999999999996 -0.11692 0.094235000000000027 -0.076544999999999988 74.927328095600004 -0.095854999999999996 0.077805000000000027 -0.50748499999999985 -0.10434500000000001 42.580420142950011 0.090465000000000031 0.092675000000000021 0.099855000000000027 0.12001500000000002 -0.15544999999999998 61.993156030000002 1.0000000180025095e-35 0.083905000000000021 71.096275259750016 42.081757894750005 39.955516828000007 0.091705000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 20 -2 9 11 27 -8 -9 10 -3 12 13 -6 -13 -10 17 -14 -5 -20 22 -22 26 24 -24 -26 -1 28 -7 -30
right_child=1 4 -4 18 5 6 7 8 15 -11 -12 14 16 -15 -16 -17 -18 -19 19 -21 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.004114464563833891 0.00079736906266615203 -0.0027010498107323702 0.00078769229652696975 -0.004186197448269903 0.00036266153578954393 -0.0028852701745223819 -0.0053195056005627883 0.0038016319618540666 -0.0041748591160874768 -0.00336429732327146 0.0028893131686324822 -0.0010208850505795126 -0.0029835082247664253 -0.0050312826721539096 0.0025773028805332965 0.00019793273607691353 0.0034293710376444809 0.0028289649105690826 0.0016715500923067529 -0.003575586888748586 0.0017889617300544821 -0.0022795745037828136 -0.0032743354260340654 -0.0038218635219593703 0.0024146678864083852 -0.0010021225273926238 0.0010677063818544847 -0.0036160593482153654 0.0026884411928309437 -0.0022340191445261522
leaf_weight=2.2119117416441467 8.6125948317348939 3.7183236796408918 276.16044604592025 13.225137498229744 6.8424063846468925 7.2779179327189985 1.7092109890654672 4.653288882225751 2.6557060205377629 10.469485247973351 3.6705623036250472 6.0190951637923744 4.2971526235342008 4.8321372158825415 22.873220261186361 83.69079257035628 6.2347697615623465 3.7929926142096519 4.4136388897895795 6.1034625042229891 15.140258420258762 3.9598260819911948 9.3212872892618162 10.711463139392434 9.9783727210015076 15.55757521279156 18.407066755928099 8.0806627310812456 6.3783888742327672 5.2192470282316208
leaf_count=121 61 126 1197 294 36 70 28 21 79 232 39 28 27 45 78 1007 15 13 24 81 69 30 233 211 51 126 132 103 22 34
internal_value=0.000179448 -0.000346976 0.00050681 -0.00194535 -7.82079e-05 0.000112353 -0.000256173 0.000151829 0.000254594 -0.00194085 7.60638e-05 0.000915748 -9.76705e-05 -0.00186991 0.0018277 6.34415e-05 0.00134667 -0.000258382 -0.00294028 -0.00137356 -0.000402681 0.000945474 -0.000791724 -0.00138154 -0.000631638 0.000333015 0.000511786 -0.00165939 -0.000821737 0.000473202
internal_weight=586.218 224.77 361.448 32.3548 192.415 174.557 119.665 92.709 90.9998 17.8584 7.38889 54.8918 25.9995 11.6745 28.8923 86.3465 14.3249 8.09015 23.7422 10.5171 85.2878 19.1001 66.1877 45.5687 34.8572 25.5359 20.619 26.9562 18.8756 11.5976
internal_count=4633 2463 2170 460 2003 1606 1364 1135 1107 397 165 242 136 81 106 1086 55 40 399 105 973 99 874 621 410 177 253 229 126 56
is_linear=0
shrinkage=0.00364444


Tree=235
num_leaves=31
num_cat=0
split_feature=1 0 0 2 4 3 3 2 4 2 3 2 0 0 4 1 1 0 1 2 3 1 1 0 2 2 2 1 2 3
split_gain=5.66065 6.65204 4.77144 4.20232 3.85523 3.60946 9.52198 9.49415 4.4435 4.39057 6.33417 4.4102 3.20067 3.19134 3.09518 5.08665 3.22927 6.4001 5.12809 5.11283 4.3698 5.42 3.99466 3.68616 3.3442 3.03619 4.24967 2.95508 3.90869 4.4984
threshold=70.182199495350019 85.990333302400003 94.625660817400004 -0.160525 44.279556297950009 0.08759500000000002 0.092895000000000019 -0.016014999999999998 41.489621506400006 -0.072755 0.10249000000000003 -0.14704500000000001 89.711159354950013 91.625341543800019 38.238138001450004 71.397382570300024 74.757955233350017 98.51854819030001 72.62331947780001 0.04932000000000001 0.090465000000000031 71.322105742700003 72.04530097975001 94.985914206850012 -0.61402999999999996 -0.58835000000000004 -0.50748499999999985 75.629015667650023 0.13747000000000004 0.089045000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 3 -2 5 -3 7 -7 9 10 12 -12 -8 -6 15 -4 18 27 19 20 22 -22 -16 -20 -19 -1 -27 -18 29 -29
right_child=2 4 14 -5 13 6 8 -9 -10 -11 11 -13 -14 -15 16 -17 17 24 23 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.002673420195357868 0.00047296460082693034 0.0013844045779152665 0.0019465733228248867 -0.0036347766172927305 0.00054324469651115042 -0.00022991317009059522 0.0033520306388371275 -0.0051644027771805146 -0.00011330024269645889 0.0025798296787613501 0.00045601762137723799 -0.0046518684908067667 0.00015286158722385736 -0.0032951655625092237 -0.0032775181737982727 -0.0019032514418554939 0.0023619670224903451 -0.0048184105862876352 0.00065037468485618923 0.0020763677389432937 0.0028364418519047706 -0.0027214790917519925 0.0015509830988344349 -0.0053168736148099475 -6.4837246612742681e-05 -0.004147742345202517 -0.00018412254700366729 0.00071907999925857125 0.0030282548815370666 -0.0044858350243101924
leaf_weight=4.532665502279996 4.7610236937180153 109.22861033678055 5.3406623937189606 9.4558272017166001 5.9454637542366964 27.911936663091183 8.7534431070089394 6.0285613127052775 24.823423244059086 31.531905837357044 4.6874158978462219 3.9692300558090192 7.2860297858715048 5.130932193249464 11.579788584262134 23.857267422601581 23.063009344041348 1.918242823332547 1.8055524267256249 8.6836382374167425 5.9452542811632139 3.5709238927811384 2.6833948865532866 4.8570850044488907 98.960539400577545 3.5414192378520957 119.41267560422421 6.3662008605897409 4.49105679988861 3.1588720753788948
leaf_count=19 43 462 29 194 29 122 27 44 105 103 19 22 30 59 198 504 84 30 21 32 26 33 14 52 1128 92 1037 40 15 20
internal_value=0.000189483 0.000463343 -0.000261097 -0.00225915 0.000818757 0.000920204 0.000479268 -0.00110638 0.00114326 0.00169801 0.000572105 -0.00188604 0.00189879 -0.00123483 -0.000123392 -0.00119907 5.39681e-05 0.000310403 -0.000850227 -0.000265393 -0.00112055 0.000750845 -0.00236911 -0.00369977 -0.000155228 -0.00019263 -0.000298286 0.00157721 0.000285934 -0.00100707
internal_weight=583.282 362.784 220.498 14.2169 235.297 224.221 114.992 33.9405 81.0514 56.228 24.6961 8.65665 16.0395 11.0764 206.281 29.1979 177.084 137.958 39.1256 32.463 23.7794 9.51618 14.2632 6.66264 100.879 127.487 122.954 37.0791 14.0161 9.52507
internal_count=4633 2170 2463 237 1022 934 472 166 306 201 98 41 57 88 2226 533 1693 1317 376 303 271 59 212 73 1158 1148 1129 159 75 60
is_linear=0
shrinkage=0.0035658


Tree=236
num_leaves=31
num_cat=0
split_feature=1 0 0 3 0 1 1 1 3 1 4 0 2 1 3 2 4 3 3 1 3 3 4 0 1 4 4 3 1 3
split_gain=8.70708 7.80187 6.68662 5.82054 5.41882 4.45247 4.52022 4.29469 5.59984 4.54947 8.69345 6.96232 5.35941 5.07146 7.43421 4.87259 8.94815 4.13442 4.06286 3.78445 6.98193 5.09886 3.74243 4.18728 3.71519 3.64061 4.2846 3.59573 6.4375 6.78958
threshold=70.182199495350019 85.705356740550016 95.217121606100008 -0.089139999999999997 98.230883170350012 74.927328095600004 73.007768990450018 78.196493182200015 0.087700000000000014 81.339300736700025 44.749265482150008 102.75018128760001 -0.18437499999999998 83.602982482550019 -0.15544999999999998 -0.078504999999999991 40.00488309970001 0.099855000000000027 -0.15148999999999999 72.62331947780001 0.091705000000000023 0.12140000000000002 44.578137159850009 91.625341543800019 75.629015667650023 46.095286511800005 47.74983977685001 -0.15544999999999998 61.993156030000002 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 -2 5 6 -4 8 -6 11 12 -9 13 -11 -15 18 -17 27 -13 -10 -21 -22 -3 -24 -7 -12 -27 -1 29 -29
right_child=2 22 4 -5 7 24 -8 9 19 10 25 15 -14 14 -16 16 -18 -19 -20 20 21 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0003026302375587052 0.00038962279152031354 0.00063797699751340592 0.00025731064333564091 -0.0018889637807035938 -0.0029223600311801632 0.001714010619855418 -0.0021311261256362472 0.0010748810067501031 0.0019602418053130534 0.0019925875604459584 0.0027011009779129647 0.0011649417197765956 -0.0018357149785018119 0.0022702477616585587 -0.0029268622047089613 -0.0028010310251867332 0.0026008418609183397 0.00073434215839933881 -0.0031129934269111788 0.0016721065179045082 -0.0032474861684017929 7.1468162517293894e-05 0.00047310680040750437 -0.0022404693890477382 0.0001614496198713774 -0.0032046012593164165 0.00052213487451475591 -0.0021280314853290199 -0.0025151280172669255 0.00021638866264922835
leaf_weight=21.136133351363242 9.0711560845375079 267.73670802265406 26.570294691249728 22.620876785367727 7.7093861466273692 21.508475258946419 5.5286092162132254 32.284672111272812 3.0533640384674099 4.8412790615111572 3.9044836945831802 1.618305841460822 27.161571969278157 2.3856371073052287 4.7642785524949431 2.9032311048358679 4.5415662825107574 19.424728188663721 6.1734741348773241 4.2105027362704268 6.8698275871574861 4.37647794932127 7.8760717995464784 5.6333194971084595 15.187257386744021 1.9649384040385509 19.109620803035796 9.7178886728361231 10.846750003285704 26.837378981523216
leaf_count=253 61 1103 133 399 119 76 38 125 13 25 13 12 696 30 157 43 12 99 83 14 71 32 35 59 68 43 200 233 211 177
internal_value=0.000149172 0.000380332 -0.000208887 -0.00123677 -5.12628e-05 0.000499638 -0.000154066 -0.000326147 -0.00120142 -0.000120606 -0.000538193 0.000442945 -0.00124493 9.32578e-05 -0.0011928 -0.000896061 0.000494285 -0.000244339 -0.00222449 -0.000484661 -0.000967631 -0.00195592 0.000575705 -0.000658435 0.00107145 0.000569572 0.000174663 -0.000521712 -0.000889279 -0.000406854
internal_weight=607.568 369.209 238.359 31.692 206.667 68.7946 32.0989 137.873 26.2196 111.653 64.1318 47.5212 39.1528 11.9912 7.14992 15.2366 7.4448 87.9629 7.79178 18.5102 15.4568 11.2463 281.246 13.5094 36.6957 24.979 21.0746 68.5382 47.402 36.5553
internal_count=4633 2170 2463 460 2003 315 171 1688 249 1439 1164 275 908 212 187 150 55 973 95 130 117 103 1197 94 144 256 243 874 621 410
is_linear=0
shrinkage=0.00240323


Tree=237
num_leaves=31
num_cat=0
split_feature=1 0 0 2 4 1 3 3 2 4 2 3 2 0 2 1 4 3 2 1 3 2 2 1 2 2 1 3 1 0
split_gain=5.77798 7.85965 5.2654 5.65587 4.70822 4.2873 3.46853 9.8 9.92534 4.5766 4.10719 6.34836 4.08516 3.31828 3.18789 4.62028 6.70736 4.17205 3.78119 3.62149 5.4396 6.46226 5.2822 5.81718 5.2223 6.75198 5.34226 4.84402 5.12283 4.69251
threshold=70.182199495350019 85.990333302400003 94.770837556450019 -0.160525 44.279556297950009 90.937096262400004 0.08759500000000002 0.092895000000000019 -0.016014999999999998 41.559097512700014 -0.072755 0.10249000000000003 -0.14704500000000001 89.711159354950013 -0.051199999999999996 81.339300736700025 42.498713093000006 0.10214000000000002 -0.068964999999999985 74.927328095600004 -0.098985000000000004 -0.094409999999999994 -0.59496499999999986 87.143681840350013 -0.095854999999999996 -0.076544999999999988 73.007768990450018 0.091885000000000022 71.504920895500007 98.752444047600008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 14 -3 8 -8 10 11 13 -13 -9 18 -16 17 -17 19 24 -21 22 -22 29 26 -26 27 28 -4 -24
right_child=2 4 5 -5 -6 -7 7 9 -10 -11 -12 12 -14 -15 15 16 -18 -19 -20 20 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00022442112324948222 0.00093270430932950767 0.0013288333515142636 -0.004315505122152394 -0.0030585515016237942 -0.0013346022440916313 -0.0023086221937141634 -0.00016026847779689404 0.0031939342529547269 -0.0048538620494788833 -8.2441424600300739e-05 0.0024332747615062145 0.00045214551850978626 -0.0041359506264157251 0.00017048633020497921 0.0010322173313044791 -0.0040395949544983914 0.0012991028868202038 0.0024053105979517319 -0.0027836495733423168 0.0019338024043920269 0.0010401918894061154 0.0012002054192923237 -0.00057715376584940501 0.00073752942527785179 -0.0044015781131674699 0.0019883952586509175 -0.0043611559171522216 0.0030301341948291197 0.0015083419400731184 -0.0034758965912783032
leaf_weight=130.35807126481086 5.6080573089420822 110.88903868198395 3.0431027263402957 13.908126443624495 11.093220777809618 9.3213737639598531 28.22383950650692 9.2230530977249199 6.1824728213250628 24.658310674130917 32.499539501965046 4.7140362560749054 4.0709902942180616 7.3364378064870825 56.175534758716822 7.2448303615674394 7.5660948529839507 1.3397089131176469 6.5967258028686038 15.928345494903622 11.348587141372255 23.498763774521656 10.133808222599329 9.0488437600433809 8.6286953855305892 2.3733854368329039 2.6409407276660195 6.171031828969717 3.8526740800589323 16.556832952424884
leaf_count=1148 48 462 60 286 88 554 122 28 44 103 104 19 22 30 284 144 36 13 76 92 70 126 69 112 102 14 42 21 20 294
internal_value=0.000181412 0.000438216 -0.000247685 -0.00191165 0.000799803 -8.64985e-05 0.000903744 0.000500543 -0.00100366 0.00112785 0.00164378 0.000631403 -0.00167398 0.00185444 2.13e-05 0.000577533 -0.00100396 -0.0030338 -0.00031445 -0.00017059 0.00016281 -0.000236826 -0.000953959 -0.00158717 -0.0012505 -0.00302312 -8.90485e-06 0.000870731 -0.00106172 -0.00237531
internal_weight=590.234 369.249 220.985 19.5162 238.891 201.469 227.798 116.909 34.4063 82.5024 57.8441 25.3445 8.78503 16.5595 192.148 72.3262 16.1506 8.58454 119.822 113.225 86.5152 70.5868 47.0881 35.7395 26.7098 11.0021 15.7077 13.0668 6.89578 26.6906
internal_count=4633 2170 2463 334 1022 2129 934 472 166 306 203 99 41 58 1575 477 193 157 1098 1022 763 671 545 475 259 116 143 101 80 363
is_linear=0
shrinkage=0.00335508


Tree=238
num_leaves=31
num_cat=0
split_feature=1 0 0 4 3 3 0 1 1 1 3 1 3 3 0 3 1 1 3 4 2 4 3 4 4 4 3 0 4 3
split_gain=9.21655 9.21747 5.83689 5.49021 4.90419 4.53927 4.30693 4.01349 3.92406 3.92307 3.91113 7.26903 7.37522 6.07628 4.55752 3.71093 3.65319 3.50871 5.1214 4.05232 3.58371 4.9142 4.49045 3.21133 3.12292 3.29157 4.8994 4.07267 2.74256 2.66784
threshold=70.348883899450016 85.705356740550016 95.217121606100008 37.232443001650005 -0.089139999999999997 0.099855000000000027 97.886760529650019 78.27445846800002 90.937096262400004 71.246828915000023 -0.15544999999999998 61.993156030000002 1.0000000180025095e-35 0.083905000000000021 71.096275259750016 0.12001500000000002 60.87206898960001 74.927328095600004 0.085345000000000018 41.32819714970001 -0.10434500000000001 42.580420142950011 0.082535000000000011 38.060777288450005 42.081757894750005 39.955516828000007 0.091705000000000023 99.013224486300018 49.960114208400007 -0.13578999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 9 -2 10 17 24 -9 -4 14 12 23 -14 -1 -7 -15 18 -5 -20 21 -19 -22 -12 25 27 -27 -8 -26 -3
right_child=2 29 3 6 -6 15 7 8 -10 -11 11 -13 13 16 -16 -17 -18 20 19 -21 22 -23 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.0037207939355673493 0.00040347376822087852 -0.00013240576052604404 0.0020300203194429187 0.0012957578382160649 -0.0026926218703412206 0.0017104001474983494 0.00084311887073483343 0.00022197888080541101 -0.0022173015547926138 -0.0025066938676088731 -1.0687666639962331e-05 -0.0035524699824743058 0.0022163161325411684 -0.0030099647353368855 0.00094517666695867074 -0.0017383999910348721 0.00019674892544354716 -0.0025984913037272318 -2.3167698012002836e-05 -0.0040263149202358229 -0.0002340550727086716 0.0025559634532426856 0.0033014795787115296 -0.0041161882517691192 -0.0042444019772007145 0.0023500420930353603 -0.0020065411376010184 -0.0043940224274630771 0.00044236619476580659 0.00091810686920907399
leaf_weight=2.6217453600838807 8.0274800118058938 29.678648348897696 2.4366898685693767 13.738329637795688 19.015683516860008 16.351386178284887 2.5819311887025895 88.566164931282401 7.9275562679395071 15.356360430829225 2.9157546199858171 11.941054217517374 11.055791713297369 6.0815454153344062 19.399865420535207 4.3601358756422988 11.026249844580887 4.4318416267633456 6.6087479442357999 4.8282374702394009 5.3764187991619137 3.7823802046477795 15.081312261521814 7.5326211741194129 6.1154448352754107 6.3625921905040723 5.1559776216745377 4.4824434965848923 1.7780642341822384 263.26433162018657
leaf_count=121 59 152 8 58 371 69 15 697 438 389 57 211 51 69 132 30 57 27 33 39 23 13 46 176 75 22 34 55 28 1078
internal_value=0.000212271 0.000522111 -0.000327621 -0.00012669 -0.00177358 -0.000387203 5.02892e-05 -0.000292756 2.15769e-05 -0.00188541 -0.000778626 -0.00128756 -0.000587112 0.000297096 0.000389677 0.000984368 -0.000943186 0.000833695 -7.11636e-05 -0.00171314 0.0016282 -0.000225034 0.00237232 -0.0029705 -0.00143834 -0.000694852 0.000399935 -0.00247992 -0.00318868 0.000811677
internal_weight=607.883 386.229 221.654 194.61 27.0432 93.2861 176.817 122.97 96.4937 17.7931 72.5746 50.553 38.612 28.1636 22.0216 20.7115 17.1078 53.8473 25.1753 11.437 28.672 8.21422 20.4577 10.4484 26.4765 18.5829 11.5186 7.06437 7.89351 292.943
internal_count=4633 2203 2430 2000 430 973 1603 1364 1135 397 874 621 410 177 253 99 126 239 130 72 109 40 69 233 229 126 56 70 103 1230
is_linear=0
shrinkage=0.0033216


Tree=239
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 3 2 2 0 0 3 3 0 2 0 4 4 1 0 2 1 2 2 2 1 1 4 4 1 0
split_gain=1.4746 5.08641 4.89453 3.5517 4.16236 3.15732 2.75814 3.93988 3.6134 2.61596 2.86945 5.16684 3.08032 3.75378 3.01957 2.74519 2.46871 3.74041 10.0405 3.45475 2.36602 2.13718 5.60804 3.7348 3.49019 3.12862 3.06719 6.14599 5.33758 3.57026
threshold=91.109157582800023 90.321439350550008 67.606656606400023 66.439865777750015 92.464140480550014 0.4149000000000001 0.20852500000000004 0.18839000000000003 89.861713010250014 85.705356740550016 0.12001500000000002 0.10176000000000003 85.398872513700013 -0.089569999999999997 85.121961326250016 34.969856643350006 38.621016321050007 63.910026677050006 86.162394622750014 -0.09715 62.907231794400012 -0.059424999999999999 -0.016014999999999998 -0.068964999999999985 71.053259929650025 87.143681840350013 38.238138001450004 35.119813570500007 83.116371560950014 99.755238930300024
decision_type=2 2 2 2 2 2 2 2 2 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 21 7 8 9 10 11 12 14 -14 15 -1 19 20 -19 -11 -18 23 24 26 -23 -24 27 29 -29 -4
right_child=2 -3 5 -5 -6 -7 -8 -9 -10 16 -12 -13 13 -15 -16 -17 17 18 -20 -21 -22 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.028541285197658701 0.015951984656129112 0.014422188563504499 0.013964771065041374 -0.027440141011946598 -0.022010158350873589 -0.028852053300820728 0.013462101053120784 -0.026832239934693095 -0.016708119276358881 0.00010348051571133643 -0.026191070248765633 0.013816655574823086 -0.032386309295993905 -0.0059891144786335263 0.015611988856129185 -0.0019679893974839215 0.0023018768797790855 0.022383973645582221 -0.029606007123411188 0.022063461487106698 0.020598676430384499 0.023277303844478448 0.00017180889147645447 -0.023400337533400338 0.0057111310951647818 -0.026750420369703157 0.00043552838405457083 -0.031087435770791413 0.012689725630080391 -0.025733943602038022
leaf_weight=2.3123426106758407 3.2915408909320814 16.381613681092858 6.0647389888763454 6.4507556203752756 3.1615662425756454 2.1102005674038073 9.2953359950333816 2.9419331206008783 6.4904448809102169 7.6265926212072399 2.7745785675942889 10.2050239816308 4.3028633315116158 9.9933292455971223 5.1988035570830098 35.4042455307208 132.06632329896092 3.0861604511737806 6.3238787092268467 8.4113004431128484 4.0675791054964057 9.6693971566855925 62.324148253537714 4.2970782339107236 18.205499022500589 2.506986776366829 111.61594899487682 7.9417705750092846 1.9336684390436856 1.5981705756857989
leaf_count=94 12 70 23 60 30 44 48 24 47 34 28 47 67 74 27 608 644 9 67 32 18 30 470 66 161 182 1283 133 76 125
internal_value=0.000455933 0.00166606 -0.000883206 -0.0150412 -0.00264678 -8.28611e-05 0.000831869 0.000345138 0.000680707 0.00116765 -0.00264112 -0.00167191 -0.00443466 -0.0139341 -0.00127014 -0.00359715 0.00282219 0.00185266 -0.0125551 0.0116207 0.00284857 0.000185575 0.00294152 -0.00172892 0.0118046 -0.00086926 -0.0010079 -0.010194 -0.0225156 0.00568524
internal_weight=508.054 266.882 241.171 12.9039 6.45311 228.268 250.501 241.205 238.263 231.773 70.1912 67.4166 57.2116 14.2962 42.9154 37.7166 161.582 145.544 9.41004 16.0379 136.134 226.157 92.706 133.451 27.8749 64.8311 129.154 17.5383 9.87544 7.66291
internal_count=4633 1938 2695 102 42 2593 1868 1820 1796 1749 945 917 870 141 729 702 804 738 76 66 662 2549 843 1706 191 652 1640 357 209 148
is_linear=0
shrinkage=0.0236291


Tree=240
num_leaves=31
num_cat=0
split_feature=1 0 4 0 2 1 2 1 4 3 3 1 1 1 1 4 1 3 3 4 3 3 0 3 3 3 3 2 4 2
split_gain=5.72351 5.86332 4.698 4.41124 5.24807 4.22529 4.40003 4.94461 7.37954 4.39464 6.30583 10.4196 8.59449 6.09796 6.01317 5.97522 5.21375 5.02232 6.87309 4.07311 6.76055 4.05603 3.45462 5.04455 5.43743 3.18177 10.4239 11.105 5.69187 3.90743
threshold=70.182199495350019 85.990333302400003 44.279556297950009 94.625660817400004 -0.160525 90.937096262400004 -0.051199999999999996 81.339300736700025 42.498713093000006 -0.098985000000000004 0.083555000000000032 87.143681840350013 83.602982482550019 74.927328095600004 83.116371560950014 40.00488309970001 75.28220456885002 0.088755000000000014 0.10821500000000002 42.081757894750005 0.088350000000000026 0.10214000000000002 98.031937268650012 0.094780000000000017 0.091885000000000022 0.08759500000000002 0.092895000000000019 -0.016014999999999998 41.559097512700014 -0.072755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 25 4 -2 6 9 19 21 13 11 -11 14 -5 15 22 -17 -18 -19 -8 -21 -9 23 24 -12 -3 27 -27 29 -28
right_child=3 2 -4 5 -6 -7 7 8 -10 10 12 -13 -14 -15 -16 16 17 18 -20 20 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.00016861675920938268 0.0009655022209123839 0.0013921453204554443 -0.0015196937562985333 -0.0028450602532397186 -0.0038275329397938289 -0.0025336520095024175 0.0018130452381590922 -0.0044952108037387157 0.0015885869447342198 -0.0035657264993043665 -0.001453905783904077 0.00098770733290986438 -0.004713572904050071 0.0021098177160091196 0.0050305642987199736 -0.0010559670517793411 0.003336329613696975 -0.0012893444244629275 0.0037440948186026018 0.00083857061553781567 -0.0053072074209226669 0.0024147087436317892 -0.0033957873161462085 -0.0035626487824768627 0.0051852556574054701 -0.00022902398283939913 0.00077541232226782761 -0.0057679008531270441 -0.00029133081975758318 0.0027202552520941606
leaf_weight=129.33155706804246 4.7114695562049738 109.91842430084944 11.396495122462509 4.344348173588517 9.8119292845949513 9.8541813245974463 42.121786352247 7.5120325312018412 7.6624431014060965 22.183276388794184 3.6955358125269431 10.231977063231168 5.3695723339915267 17.017736057750881 3.3971990942955008 15.87462095916271 13.033645361661913 12.12407046556473 5.4923003166913977 11.907199844717978 3.1547392234206191 1.405023820698261 9.4468846702948195 4.1759480368345976 3.2134083658456802 27.727224625647068 25.924555361270905 6.1649663597345343 24.423711158335209 32.363372571766376
leaf_count=1148 43 462 88 45 194 554 195 144 36 355 40 100 112 100 8 130 39 68 18 59 31 13 128 44 7 122 99 44 103 104
internal_value=0.000182794 0.000471096 0.000818841 -0.000282115 -0.00227265 -0.00014653 -3.08594e-05 0.000696931 -0.00109792 -0.000445087 -0.000750454 -0.00212842 -0.000161358 0.00110216 0.000185586 -5.98692e-05 0.00068035 0.00157964 0.000279944 0.00121732 -0.000448669 -0.00340644 -0.00173719 -0.000323689 0.00163402 0.000936494 0.000506968 -0.00123654 0.00122139 0.00185525
internal_weight=594.992 367.25 237.919 227.741 14.5234 213.218 203.364 73.7632 16.5795 129.601 108.238 32.4153 75.8232 21.3621 70.4536 67.0564 46.5246 30.65 17.6164 57.1837 15.0619 8.91706 20.5318 11.0849 6.90894 226.522 116.604 33.8922 82.7116 58.2879
internal_count=4633 2170 1022 2463 237 2226 1672 478 193 1194 1049 455 594 145 482 474 255 125 86 285 90 157 219 91 47 934 472 166 306 203
is_linear=0
shrinkage=0.00373278


Tree=241
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 3 0 4 3 1 1 0 1 3 0 1 2 2 2 4 1 1 4 4 2 2 1 1 4 3
split_gain=6.05686 8.2398 4.51759 4.17507 4.36483 4.0789 4.89852 3.70274 3.63606 3.46839 3.32238 3.44935 5.25639 5.20806 5.06734 5.04225 3.97739 5.60099 4.13291 3.28163 3.27884 4.40065 3.99221 3.28135 3.17305 6.87513 8.18636 5.1779 8.75985 3.92397
threshold=70.348883899450016 85.705356740550016 70.74946416085001 61.917879202350001 85.121961326250016 -0.17949499999999999 85.619326080400015 43.968221017800005 0.091510000000000022 54.884872733100003 90.937096262400004 96.631250582750013 71.053259929650025 0.08376500000000002 97.886760529650019 78.196493182200015 -0.61402999999999996 -0.59614999999999996 -0.50748499999999985 44.952171034750002 71.365121072750014 75.806453904250006 43.61821939175001 44.701063782750005 -0.15962499999999999 -0.09280999999999999 89.541786492700012 81.573196594050017 42.388109226950007 -0.15148999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 9 -5 7 -7 -8 -1 11 12 -4 20 -13 -16 -17 -18 -19 -9 -14 22 -22 -24 29 26 -26 -27 -29 -20
right_child=2 -3 10 5 -6 6 8 19 -10 -11 -12 14 13 -15 15 16 17 18 24 -21 21 -23 23 -25 25 27 -28 28 -30 -31
leaf_value=-0.0038720211107749632 -0.0041671180496074527 0.00078846025831426532 0.0018252993771786267 0.0010163064089892065 0.002182546660842298 -0.004333587340288725 -0.0023329022907357449 0.0030436440665367031 0.0020975516876982217 -9.0124725748937367e-05 -0.002450904511055182 0.0012258074734966546 -0.0043474718351574461 -0.0036079634401525893 -0.0016127140646210181 -0.005029033250844096 0.0038651723685222687 -0.0041873564400876154 0.0040800953060661808 -0.0038906285106407048 -0.0015297074155690221 -0.0042780300823486994 0.0051554138337060601 0.00049963982917533133 -0.0036670928516946179 0.0013442942459019223 0.0023364643211426623 -0.0043336520470302134 0.00081684885210308222 3.8737931591571699e-06
leaf_weight=3.4890671679750076 3.9591201497241846 285.56892840564251 6.7028117794543496 6.8238311503082505 11.121505182236431 12.655031841248279 5.0009861290454847 1.9792895205318919 4.931470699608326 47.536913156509399 8.5783873409964126 40.724285066127777 2.6271080579608741 12.264886313118039 28.539415208622813 1.9505146704614151 5.4186563473194829 3.0090349428355685 5.8127312939614058 1.7009811960160732 5.5115370973944691 2.6350950775668016 3.5453711971640569 4.7446263860911131 12.425080976448948 35.018137656152255 4.0325803300365797 6.8744453638792065 12.428949579596518 6.9510456882417184
leaf_count=137 91 1230 31 38 37 254 36 9 16 384 554 165 73 182 271 32 24 73 17 62 39 82 8 44 243 174 29 167 68 63
internal_value=0.000200595 0.000477448 -0.000292626 -0.000455105 0.000104255 -0.00150561 -0.00216075 -0.00339359 -0.000133179 -0.000348724 -0.000219509 -0.000124379 -0.00111733 -0.00174691 0.000107035 -0.000265013 0.000144506 0.000254227 2.81608e-05 -0.000161301 -0.000549571 5.74573e-05 0.000885222 0.00249077 0.000179995 -0.000123004 -0.00219606 0.000505063 -0.00101738 0.00186022
internal_weight=594.562 380.808 213.754 95.2391 62.1475 33.0916 26.2678 16.3353 9.93246 51.026 209.795 201.216 38.0314 31.3286 163.185 122.461 93.9212 91.9707 86.552 3.68027 19.0637 16.4366 13.8015 8.29 83.543 70.7792 16.4577 54.3215 19.3034 12.7638
internal_count=4633 2203 2430 973 558 415 377 325 52 521 2339 1785 459 428 1326 1161 890 858 834 71 246 173 91 52 761 681 272 409 235 80
is_linear=0
shrinkage=0.00366117


Tree=242
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 1 0 3 0 0 4 4 3 3 3 2 2 1 1 0 1 2 2 4 0 2 3 1 3 1
split_gain=10.8012 10.434 7.38492 5.89341 5.88611 5.01819 6.10538 5.14121 5.76265 4.95514 4.73479 4.33467 4.15963 5.39863 3.94604 3.85343 4.16505 3.81699 5.53082 3.81967 3.987 3.59135 5.49084 3.53599 4.11241 3.43933 3.26836 3.24019 3.31695 3.92926
threshold=70.182199495350019 85.705356740550016 95.217121606100008 97.886760529650019 -0.089139999999999997 61.917879202350001 85.121961326250016 -0.17949499999999999 85.619326080400015 96.631250582750013 36.772607578000013 40.408647214050006 0.090465000000000031 0.092675000000000021 0.091510000000000022 -0.61402999999999996 -0.59614999999999996 78.537927364800012 78.728807892050014 100.69082235970002 80.538140213850014 -0.084729999999999986 0.19977000000000003 44.578137159850009 91.625341543800019 -0.077679999999999985 0.10821500000000002 90.937096262400004 0.076130000000000017 87.313054702550019
decision_type=2 2 2 2 2 2 2 2 2 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 9 -2 6 -1 -7 -9 11 26 -4 -6 -14 -10 -12 -17 21 -19 -20 25 -18 -23 -3 -25 -21 -5 28 -22 -30
right_child=2 23 3 10 12 7 -8 8 14 -11 15 -13 13 -15 -16 16 17 18 19 20 27 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00032319582040492685 0.00055421134236847296 0.00093668630945594464 -0.0032168502083850989 -0.0036207675529351356 -0.003712978184010036 0.0011029083842447522 0.0022660734153788697 -0.0031790691523466081 -0.0021036117964387175 0.0013057839959388004 -0.0043458329551115289 0.00028204132104224782 0.0015895357811927483 -0.0030038751251091999 0.0019167798958901921 0.0021732855949852629 -0.00025319357017539727 0.0031695473546321583 0.0017123212534489122 -0.0039024190264241353 0.0011213673805539151 -0.0035101066126799405 0.001250643051445685 0.00068781707873838231 -0.0030396294040742635 0.00075609256556796137 0.00036416699157907153 -0.0021144676975791061 -8.1183427225016078e-05 -0.0030511638207185174
leaf_weight=49.294156570918858 8.677392724901436 272.96643253788352 5.1000390723347691 7.8027258864603919 13.841753872111441 6.9481225460767737 11.769017439335583 16.740208255127076 5.1057756245136243 44.600097488611937 2.403978392481803 13.398568730801342 4.6517468914389593 6.2638903185725212 5.0821384266018867 7.1701824991032472 15.272804666310551 5.3146036956459275 9.4039197415113431 5.9013649243861437 20.043296435847878 11.695751169696448 3.2242358326911917 7.7656261138617975 5.1264684982597828 2.2969322055578214 2.9625345394015312 8.1772029912099224 32.975208874791861 5.4097146298736325
leaf_count=521 61 1103 40 288 294 38 37 325 36 173 35 70 24 81 16 35 117 17 37 73 122 114 18 35 59 10 38 429 291 96
internal_value=0.000213743 0.000550492 -0.000328268 -9.67614e-05 -0.00173493 -0.000377257 0.000175847 -0.00137425 -0.00201342 0.000722851 -0.000466021 -0.000682598 -0.00253726 -0.00104637 -9.80798e-05 -0.000294652 -0.000217898 -0.000361115 -2.61721e-05 -0.000227864 -0.000471773 -0.00135423 -0.0024813 0.000858616 -0.000794381 -0.00259724 -0.00252414 -0.000210156 5.63586e-05 -0.000499753
internal_weight=617.386 380.798 236.588 203.153 33.4348 94.9394 61.0632 33.8762 26.9281 63.0987 140.054 18.4986 24.7574 10.9156 10.1879 129.289 126.885 119.715 89.5222 84.2076 74.8037 30.1928 14.92 285.859 12.8921 8.1983 10.7653 66.6054 58.4282 38.3849
internal_count=4633 2170 2463 2003 460 973 558 415 377 283 1720 110 399 105 52 1394 1359 1324 1075 1058 1021 249 132 1197 94 83 326 938 509 387
is_linear=0
shrinkage=0.00322997


Tree=243
num_leaves=31
num_cat=0
split_feature=1 0 3 0 0 4 4 3 3 2 4 3 2 0 1 4 1 1 2 2 2 0 2 4 1 0 2 0 3 1
split_gain=1.63753 2.98625 2.73291 2.25957 2.52408 2.84496 2.31116 2.88481 5.76542 5.70661 3.17396 3.70946 6.614 2.88216 2.63738 2.78219 4.99638 4.58731 3.09008 6.18489 2.54668 4.12927 2.76414 2.51995 2.44894 2.40643 2.33997 2.30084 4.12302 2.29744
threshold=69.873026810350026 91.886121982450007 0.4149000000000001 85.990333302400003 85.931187223550012 40.518963363600001 43.968221017800005 0.08759500000000002 0.092895000000000019 -0.016014999999999998 41.559097512700014 0.10214000000000002 -0.072755 91.625341543800019 68.327163385350005 38.751720283100006 66.859265246100009 67.606656606400023 -0.093604999999999994 -0.082404999999999992 -0.075639999999999999 86.866770652900016 -0.0025899999999999999 38.536700832000001 66.235542959850008 89.711159354950013 -0.078549999999999995 86.692020874450009 0.10131500000000003 62.334590212600006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 14 9 -9 11 25 -13 -8 15 24 18 -18 -17 29 26 -22 -23 -14 -5 -10 -21 -12 -29 -20
right_child=1 2 -4 6 5 -7 13 8 10 -11 27 12 23 -15 -16 16 17 -19 19 20 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00019622251278353603 -0.025118787847181499 -0.00046474703618287045 -0.024782169844679618 -0.011813650821006827 -0.00068434090197249731 -0.030236707098080191 0.001948967306381798 -0.0034366056516686476 0.018730086394280501 -0.030948280307526041 -0.011816781252775145 -0.01413052577677165 0.019440385483038832 -0.019011992094713808 0.015957623439401054 0.014820440128609769 -0.031463342160951958 0.005990062411103423 -0.022299745152968561 0.0026509251324107674 -0.0069063863558536118 0.018501556347378958 -0.0038376574812151727 0.002711740464217335 0.0079978085757355013 0.0035874307517347317 0.021253710792830203 -0.010314343585928653 0.011309542853397718 -8.3629901211315784e-06
leaf_weight=106.76560083893128 2.1400544224306932 203.19194304477423 1.9736753024626512 7.2794748842716199 2.9607950970530501 2.5769183002412319 7.2574058920145017 22.799863643944267 13.558221451938154 3.7073485031723967 7.1788845136761692 7.5381755456328419 6.2409021034836796 4.4916190095245838 10.014117330312727 19.461905125528567 2.7095438763499251 2.825401745736599 4.0623339861631313 4.1040531620383254 8.3986224979162447 8.1535959020256907 3.2871151417493882 9.7717949301004392 4.1396826282143593 6.5991239026188842 9.4332334697246463 6.39813358336687 8.9408375769853574 3.7705147638916969
leaf_count=1104 65 2426 43 38 13 31 37 112 47 29 39 39 21 59 28 72 31 11 26 15 39 43 19 42 17 28 78 34 30 17
internal_value=0.000459011 -0.000950772 -0.000698679 0.00141904 -0.000898402 -0.0144362 0.00277368 0.00334936 0.000820946 -0.00728444 0.00406515 0.00729671 0.00175389 -0.00606435 0.00602473 0.00474334 0.00636031 -0.0123447 0.00806673 0.00487717 0.00873683 0.00404425 0.0120831 0.00923168 -0.00463158 0.0137727 0.015614 -0.00220745 0.00228987 -0.0115693
internal_weight=511.731 207.306 205.166 304.425 112.303 5.53771 192.122 180.373 92.7333 26.5072 66.2261 43.7082 23.5509 11.749 87.6396 77.6255 66.2063 5.53495 60.6714 41.2095 33.3766 19.8393 11.4407 16.0127 11.4192 20.1573 13.5373 22.5179 15.339 7.83285
internal_count=4633 2534 2469 2099 1148 44 951 855 421 141 280 177 102 96 434 406 351 42 309 237 194 101 62 63 55 75 93 103 64 43
is_linear=0
shrinkage=0.0205657


Tree=244
num_leaves=31
num_cat=0
split_feature=1 4 0 3 1 0 2 2 2 1 4 2 0 4 2 2 3 0 1 1 1 4 2 0 0 1 0 2 3 0
split_gain=1.46149 1.28786 4.13486 3.18714 2.69848 6.58201 3.83076 5.2796 3.68983 6.44252 5.12265 3.63583 3.55814 4.68482 3.53492 3.85835 3.19137 3.06616 3.21571 4.29603 3.0549 5.03751 3.08801 2.87366 3.64499 3.54441 2.84775 4.66091 2.58491 3.13274
threshold=90.937096262400004 42.154118731400011 104.03526427400001 -0.222165 80.538140213850014 100.19345760555002 -0.072755 -0.079369999999999996 -0.11534 62.009286778800011 44.202975721700007 -0.088274999999999992 85.799452775150016 43.895345911700005 -0.16533 -0.18437499999999998 0.094235000000000027 89.057864029250013 66.52858489605002 71.504920895500007 82.788379669050016 44.749265482150008 0.20852500000000004 86.780739992750014 85.683849075550015 75.180043159850015 109.03310793845002 -0.15962499999999999 0.10214000000000002 67.058211147750015
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 11 16 -10 -11 17 15 -12 -3 -14 -19 -20 -6 22 -22 24 28 -25 27 -23 29 -8
right_child=-2 4 3 -5 20 -7 23 -9 9 12 14 -13 13 -15 -16 -17 -18 18 19 -21 21 26 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0023160412703744091 -0.013783652891214866 0.018906924020793355 0.00573551530078595 -0.029556095225735466 0.016535005666105367 -0.02485628663471097 0.0327159569774318 0.02162149078591679 -0.012790941867361419 -0.036534846465796147 -0.0025527673363537878 0.016454701320804954 -0.027330825060922655 0.013188586928545293 -0.030591795102795478 0.036695528902445776 -0.0073020989788654522 0.014213954982863632 -0.035292018533496304 0.0039497199644462693 -0.031986096933755793 0.022059209162591062 0.018603982481349764 3.8975824201412488e-05 -0.038731130679491778 -0.034895753451312281 0.018684425144337883 -0.032123943973020049 0.014831976230290082 -0.03115451141406431
leaf_weight=306.03462585806847 5.3076443279860532 19.237235527485613 2.982486835680902 5.4969360223039967 12.888912640511991 9.4097262062132341 0.69636966474354078 8.9309301860630494 4.4731720108538857 4.2943428140133646 26.704734231811017 11.390604961663483 9.2313056588172966 5.4433291815221301 3.1166448644362417 2.0368370413780239 4.2938764765858641 3.9110657796263686 4.2746396325528604 4.158457987010479 4.67439095117152 2.1659910380840319 1.1325067952275274 21.14711247896776 4.7669686935842037 2.4483992885798207 8.0878415498882514 2.6884031509980533 2.5016210600733757 3.478954799938947
leaf_count=1995 554 115 64 246 63 127 4 73 36 59 291 42 65 26 141 4 27 13 69 21 109 9 5 127 47 52 45 67 17 120
internal_value=0.000564631 0.000716306 0.00179142 -0.0171429 -0.00108629 -0.00257125 -0.00114024 0.00135122 -0.000413812 -0.006063 0.00439779 0.00820819 -0.013293 -0.00959901 -0.00278647 0.000228653 0.0141244 -0.0153481 -0.00638716 -0.0159415 0.00623321 -0.000848667 -0.0221196 -0.00906817 -0.0203714 -0.00358604 0.00869514 -0.00794786 -0.00726361 -0.0205021
internal_weight=507.406 502.098 314.514 8.47942 187.584 155.946 146.537 111.497 102.566 47.1769 55.3893 15.8638 31.3131 27.0188 31.8582 28.7416 23.5311 21.5755 12.3442 8.4331 31.638 18.7491 5.8069 35.0394 11.4439 23.5955 12.9422 4.85439 6.67695 4.17532
internal_count=4633 4079 2305 310 1774 1476 1349 982 909 331 578 78 253 194 436 295 142 168 103 90 298 235 114 367 188 179 121 76 141 124
is_linear=0
shrinkage=0.0274876


Tree=245
num_leaves=31
num_cat=0
split_feature=4 0 0 1 4 1 4 1 2 4 0 2 3 3 1 0 0 2 2 3 4 0 0 0 1 3 3 2 3 3
split_gain=1.3033 1.32104 4.0593 3.99414 2.90397 3.077 2.7549 4.50631 5.1511 2.92563 3.03756 6.99625 2.80067 2.58533 1.9705 2.40186 2.31571 4.6691 6.13982 4.36066 3.6532 3.58376 3.07302 3.70188 2.93684 4.34238 2.58701 2.54898 2.44131 7.10349
threshold=29.850823923150003 91.109157582800023 90.321439350550008 68.20618276945001 39.852039223600009 64.953148431650007 38.396531328800009 65.130586668250018 -0.14314999999999997 33.96174662340001 81.90387694410002 -0.23168999999999998 0.099465000000000012 0.4149000000000001 69.873026810350026 93.308316333500017 96.631250582750013 0.075080000000000022 -0.074029999999999999 -0.20885999999999996 37.500638522700008 97.789976036950009 94.047642319350018 94.770837556450019 78.196493182200015 0.12001500000000002 0.078770000000000021 -0.083330000000000001 0.090465000000000031 0.092895000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 4 -3 -6 9 -8 -9 12 11 -11 -2 14 15 -5 17 18 19 -16 -19 26 -20 -24 25 -23 -18 -28 -21 -30
right_child=1 3 -4 13 5 -7 7 8 -10 10 -12 -13 -14 -15 16 -17 21 20 22 28 -22 24 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.016311395290368541 -0.031653146997386465 0.0012849784201413783 0.013150035242231635 -0.0024640542964636334 0.0024541329194771857 -0.027291858178757077 0.00059556086879560075 0.0017357724201149014 -0.035661856261376947 0.028883095660968052 0.012258046514040593 -0.028492923121690425 0.011783870533979859 -0.027517751097935646 0.0091189521378866965 0.014010059197576029 -0.0050252529182656302 0.0016884524613661439 0.021458273793579931 -0.020538983972527673 -0.03425623014148 -0.011424411372216635 -0.021734945475873971 0.0091910034970286714 0.0011734702487780559 0.015154197853475248 0.0031152398238284531 0.016937973619285316 0.01595406157110341 -0.021889635117788454
leaf_weight=2.4954500037711105 1.9484492535702878 5.54172434285283 15.56776844896376 8.0706087127327937 2.5160714685916883 7.3646305669099092 203.49535492481664 3.916478733997792 4.0300256260670713 1.8043687790632246 26.599337689578533 3.1415162784978774 1.3586983904242513 1.819195381598546 5.9585696049034622 11.679417211562393 7.1881661489605895 2.276172809302806 6.563003811985257 11.765807835850866 4.6193758687004447 23.206512765027586 2.7893939409404984 8.2933146469295007 83.520049200742505 3.867414914071559 13.392599308863284 15.545070938766001 4.7692784555256349 6.0910013429820538
leaf_count=148 50 26 70 34 14 86 1458 32 57 9 111 97 6 38 32 51 38 11 23 285 53 249 40 39 1342 19 65 55 20 75
internal_value=0.000429232 0.000513001 0.00164968 -0.000743777 -0.0121705 -0.0197172 0.000922761 -7.4376e-05 -0.0172302 0.00697218 0.00915069 -0.00756088 -0.0138076 5.21397e-05 0.000280537 0.00727811 -0.000411008 -0.00456527 -0.00190643 -0.00855572 -0.0223911 0.00109321 0.00886489 0.00140729 -0.00098111 -0.00762775 0.00744345 0.0105407 -0.0132103 -0.00527062
internal_weight=501.195 498.699 261.862 236.837 15.4224 9.8807 246.294 211.442 7.9465 34.8524 31.5452 4.94589 3.30715 221.415 219.596 19.75 199.846 53.1259 46.2304 28.5847 6.89555 146.72 17.6457 11.0827 110.594 27.0739 36.1258 28.9377 22.6261 10.8603
internal_count=4633 4485 1890 2595 126 100 1820 1547 89 273 217 106 56 2469 2431 85 2346 578 514 412 64 1768 102 79 1610 268 158 120 380 95
is_linear=0
shrinkage=0.0232224


Tree=246
num_leaves=31
num_cat=0
split_feature=0 3 3 3 3 0 2 2 1 1 2 2 4 4 0 0 4 1 4 1 0 0 4 0 2 3 3 1 1 1
split_gain=1.2571 1.69176 1.75828 2.10437 1.37879 2.91593 2.03548 2.40129 2.0755 2.51603 2.55175 1.58058 2.10665 1.53961 1.9662 4.00843 1.81738 2.23624 4.00013 1.9203 4.96984 1.9129 3.62904 1.6043 1.54343 2.09914 4.50041 1.91303 5.1582 3.30442
threshold=113.1679565431 0.078655000000000017 0.078385000000000024 -0.15544999999999998 -0.27297999999999994 93.047535894850014 -0.23557500000000001 -0.23455499999999999 68.20618276945001 62.907231794400012 -0.23353499999999996 -0.105535 41.489621506400006 32.724174661450007 93.501885318850015 94.109476856350014 35.119813570500007 73.448676123850007 33.361153777850006 61.076391807500009 82.605564516150011 82.250688042950017 50.189067467950004 87.028078140750011 0.63131000000000015 -0.16179999999999997 0.18642000000000006 66.859265246100009 66.235542959850008 65.571493801650021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 6 -1 -8 9 10 -9 -12 -13 14 23 -16 17 -15 -19 20 -18 22 -21 -6 27 -26 -27 28 29 -23
right_child=1 -3 -4 -5 13 -7 7 8 -10 -11 11 12 -14 16 15 -17 19 18 -20 21 -22 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.028996568044025579 0.0026851779526383423 -0.024627376107736652 0.032655962407042417 -0.028607439360470232 -0.010053695440996163 -0.029222648863013401 0.028826254896876943 -0.031569761581451847 0.021926313099290926 -0.034014951419153026 0.018805675560959963 0.013682151736520343 -0.031729856781819388 0.012482038437742295 0.028837643929206597 -0.027429673522815303 -0.0018381954384563666 0.020371968854399566 -0.026849469970307866 -0.024724402235548545 -0.033694605110645988 0.0022747572312823579 0.034670826494506909 -0.048735893321188439 0.027641957145472514 -0.023341120891394902 0.024186957483754365 -0.00065760253626307558 0.017877749693547981 -0.012088272544582935
leaf_weight=1.2947788452729572 3.9931606699246913 2.4312836393946782 0.6935454886406659 1.6008380628190915 1.2536586029455059 2.4855083893053225 1.4838450634852023 1.1636216836050115 1.497404361143708 1.5458753630518911 2.5646280453074684 1.1425562035292465 1.0354799292981622 13.840333063155414 1.379854202270508 1.3146541742607949 21.926689022686336 1.6317914668470614 2.2961348693352193 3.322822754271328 2.9550078846514216 190.63041991647333 0.65479856729507435 1.045641206204891 2.7319665104150772 2.0079242251813403 2.2425810322165489 203.16365069546737 10.964988246560095 8.9157527685165388
leaf_count=37 98 253 2 110 39 58 11 20 7 16 34 9 47 70 3 63 275 11 58 200 40 1023 1 8 8 24 19 1991 43 55
internal_value=0.000386072 -0.00829254 -0.00197615 -0.00626985 0.000541608 -0.00653472 -0.00172656 0.00165762 -0.00284696 -0.00782479 -0.000969933 0.00653779 -0.00790758 0.000754577 -0.0119814 0.00138475 0.000890685 0.00812395 -0.00723211 0.000604773 -0.00562154 0.000969607 -0.0149467 -0.027645 0.00112011 0.0118713 0.00173485 0.000938636 0.00247916 0.00163301
internal_weight=495.211 8.71883 6.28754 5.594 486.492 14.2137 11.7282 10.4334 8.94957 7.45216 5.90629 4.74266 2.17804 472.279 4.99381 2.69451 467.285 17.7683 3.92793 449.517 24.8817 424.635 3.97762 2.2993 420.657 6.98247 4.25051 413.675 210.511 199.546
internal_count=4633 463 210 208 4170 239 181 144 133 126 110 90 56 3931 113 66 3818 139 69 3679 315 3364 201 47 3163 51 43 3112 1121 1078
is_linear=0
shrinkage=0.0230596


Tree=247
num_leaves=31
num_cat=0
split_feature=1 0 0 3 0 1 3 1 3 3 2 2 2 1 3 3 1 3 3 2 2 2 0 2 2 0 3 0 1 4
split_gain=5.28522 7.31757 5.21786 4.38034 3.97735 3.80822 4.79706 3.94686 6.83176 4.62945 3.89016 4.87909 3.6815 3.51947 4.81949 7.10611 3.49644 3.3916 3.69648 3.33197 5.20551 4.15681 3.46769 6.17026 4.08309 3.45144 3.30717 3.22028 3.1683 2.91146
threshold=70.182199495350019 85.705356740550016 95.217121606100008 -0.089139999999999997 98.230883170350012 78.196493182200015 0.087700000000000014 72.62331947780001 0.091705000000000023 0.12140000000000002 -0.61402999999999996 -0.59614999999999996 -0.50748499999999985 74.927328095600004 0.076130000000000017 0.085345000000000018 75.629015667650023 0.090465000000000031 0.092675000000000021 0.17437500000000003 1.0000000180025095e-35 -0.017745 85.398872513700013 -0.089569999999999997 -0.07490999999999999 67.058211147750015 0.083905000000000021 71.096275259750016 71.246828915000023 40.165165956550005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 -2 13 6 -6 -8 -9 -10 -7 -12 -13 14 -4 -16 -15 -5 -19 20 21 22 24 -24 27 -22 -18 -1 -17 -30
right_child=2 -3 4 17 5 10 7 8 9 -11 11 12 -14 16 15 28 26 18 -20 -21 25 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0045498634333597226 0.00062876887371838587 0.00084167901222905242 -0.0046526292329841642 -0.0045010702609999346 -0.0047523668152610939 -0.0056428797363699372 0.003466686886114036 0.00272123427506815 -0.0053794982664405883 5.3681507406035885e-05 0.0038993627218188668 -0.0045420010660557827 -6.2664753776526353e-05 0.0027099413430329749 0.0027578383085906074 0.001739391605428709 -0.002704104473173161 0.0015625623624158345 -0.0035037290429270683 0.0022034863740098025 0.004064729694072771 0.0030064897213614044 -0.0055997424941565148 -0.00042059361925029165 -0.0043710501430089246 -0.005005708424633229 0.0014420405563670736 0.00035175875877689014 -0.00032143403625616425 -0.0042389475551979821
leaf_weight=2.2442566114477733 7.7252055481076267 263.6276400256902 3.4856231845915344 10.310533252544703 6.7455938160419491 1.9939115163870145 2.9042159169912365 4.1489506885409346 6.6170895583927614 4.0285505466163158 4.8532371907494953 3.0322089805267742 86.642584957415238 19.983964502811432 11.343103552237155 3.9455279186368015 4.5244441106915465 4.2651675753295404 4.9894723277539015 6.7287703529000273 0.75086892768740554 5.2767573259770861 5.785350887104868 10.058980904519556 3.4567348221316996 6.2066484158858657 9.5673169605433923 46.11868239659816 5.7589628882706148 6.3902074918150902
leaf_count=94 61 1197 28 294 119 46 13 14 71 32 41 102 1250 76 42 18 31 24 81 38 4 35 75 62 42 157 37 466 34 49
internal_value=0.000208637 0.000510598 -0.000287308 -0.00191893 -4.78685e-05 -0.000476234 -0.00188508 -0.000792262 -0.0016283 -0.00332346 -0.00011944 -2.93247e-06 -0.000214126 0.000749338 -0.000226719 0.000335536 0.0016351 -0.00292487 -0.00116884 -0.000496964 -0.000724387 -0.000409383 -0.000675768 -0.00231169 -0.00017557 -0.00402681 0.000110837 0.000124302 -0.00137164 -0.00238196
internal_weight=563.511 350.255 213.256 27.2904 185.965 120.966 24.4444 17.6988 14.7946 10.6456 96.5219 94.528 89.6748 64.9992 30.9234 27.4378 34.0757 19.5652 9.25464 86.6271 79.8983 72.9408 67.664 15.8443 51.8197 6.95752 14.0918 48.3629 16.0947 12.1492
internal_count=4633 2170 2463 460 2003 1688 249 130 117 103 1439 1393 1352 315 171 143 144 399 105 973 935 774 739 137 602 161 68 560 101 83
is_linear=0
shrinkage=0.00399587


Tree=248
num_leaves=31
num_cat=0
split_feature=1 0 2 4 4 1 0 4 4 1 1 1 0 0 1 0 4 2 2 3 4 2 3 3 3 3 2 2 2 4
split_gain=1.24196 1.24035 2.72452 1.22774 1.77483 1.0426 3.69933 4.87902 2.04757 1.97818 6.61405 4.44164 3.59968 7.38278 3.64869 3.76669 3.50485 2.38297 7.08582 2.66876 10.3008 3.42539 2.24144 2.67967 2.08911 2.4057 1.9623 4.8491 3.14587 5.96243
threshold=90.937096262400004 71.096275259750016 0.11061500000000003 48.109449608500007 48.914776625700007 64.369753017350021 88.350799540950007 41.976795488650005 43.157831852650006 66.235542959850008 65.765062787050013 66.859265246100009 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 44.026978245600006 0.24901000000000004 -0.051199999999999996 0.090465000000000031 42.123054668150012 -0.237895 0.25799500000000009 0.18642000000000006 0.12376500000000003 0.12001500000000002 -0.059424999999999999 -0.016014999999999998 0.048475000000000011 36.859113051050009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -8 -9 10 17 -11 13 14 -13 -16 -15 18 19 20 -7 -22 23 24 25 26 -14 -28 29 -29
right_child=3 5 -4 4 -6 9 7 8 -10 11 -12 12 22 16 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.026370697148630714 -0.024414178107323433 0.00092141408083902044 0.029377736468366916 0.01492130450967344 -0.025158491147320411 -0.04482436059507465 0.02619255360721939 -0.0098388160255943585 0.012155552168824565 0.01501005719318557 -0.041056806647363518 0.028447751349640789 -0.001720351815451092 -0.039781323771712333 -0.035404775625419313 0.016258511766159105 -0.00049944118040256451 0.017188892613511832 -0.034615537845128767 0.011301687831132006 -0.026086244742814315 0.020123851452290259 -0.020308608808533978 0.023430045013916736 -0.022690579244907531 0.023488797307195129 0.011783091309073037 0.023252517824974166 0.0015403907284478938 -0.025009563876344777
leaf_weight=2.4345129861030723 2.3116139215417197 199.34496077056974 0.64327067509293545 1.6655542105436327 1.0427733380347488 2.9127588570118039 8.0988433137536067 5.0133341923356038 4.8175251111388206 11.36495942622423 2.8843833692371836 2.584539055824278 121.64965254929848 5.1414070129394531 1.6550975590944292 1.6216541994363067 1.7729517137631772 3.122428720816969 3.9069443438202169 8.147954108193515 1.1675879964605052 4.596106531098477 3.0173284204211077 2.9435230046510688 2.2725899890065184 2.6166758816689244 25.737008843570948 1.9126084772869925 50.804691545665264 6.6577178947627544
leaf_count=186 468 1333 2 15 71 28 45 26 21 50 33 7 1340 58 37 24 18 18 39 35 71 16 43 22 20 9 117 7 390 84
internal_value=0.000404445 0.000526875 -0.014719 -0.0115178 -0.000510412 0.000623472 0.0018642 0.0123462 0.000939328 -0.00038058 -0.0065987 0.000307153 -0.000418138 -0.0128468 0.0070448 -0.00983678 -0.0297088 -0.00243204 -0.00538723 0.00140014 -0.00789829 0.0107628 0.000311528 0.000601459 0.000283972 0.000533337 0.000242824 0.00304877 -0.000737256 -0.0142391
internal_weight=493.863 488.843 3.07778 5.01994 2.70833 485.765 217.275 17.9297 9.83086 268.491 26.7382 241.752 230.387 12.7756 5.86129 3.27675 6.91436 23.8538 20.7314 16.8244 8.67645 5.76369 217.612 214.594 211.651 209.378 206.762 85.112 59.375 8.57033
internal_count=4633 4079 188 554 86 3891 1425 92 47 2466 240 2226 2176 144 68 61 76 207 189 150 115 87 2032 1989 1967 1947 1938 598 481 91
is_linear=0
shrinkage=0.0240919


Tree=249
num_leaves=31
num_cat=0
split_feature=1 0 1 1 3 0 0 4 4 1 2 2 4 4 0 3 0 1 4 0 1 0 0 3 2 2 1 3 0 1
split_gain=5.09346 6.20917 5.41288 3.37612 4.29825 5.12252 4.28941 3.89436 3.3639 3.84906 3.84209 6.33413 6.81932 5.22266 5.05871 4.31269 4.85188 4.07426 7.67556 5.42536 4.18918 3.7975 3.5132 5.94402 3.49194 3.36338 3.25511 3.24155 2.98165 8.87465
threshold=70.348883899450016 85.705356740550016 70.74946416085001 61.917879202350001 -0.17949499999999999 85.619326080400015 85.121961326250016 43.968221017800005 37.232443001650005 71.397382570300024 -0.094409999999999994 -0.156745 43.663128814500006 41.772405911750006 97.789976036950009 -0.20885999999999996 110.98492854115001 82.815264250350012 44.749265482150008 96.631250582750013 71.053259929650025 99.198728097250012 110.27248713660002 0.079205000000000012 0.022350000000000005 -0.61402999999999996 71.504920895500007 0.091510000000000022 97.886760529650019 78.537927364800012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 9 -4 11 13 21 14 -10 -15 22 19 -19 20 -12 26 23 -17 -20 -16 -13 -7 -21 -30
right_child=2 -3 8 4 5 27 -8 -9 10 -11 17 12 -14 15 25 16 -18 18 24 28 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00034395875149056065 -0.0041348524652604166 0.00070563983874128756 0.0013945034664813686 0.0012867965553421186 -0.0042895079199358564 -0.0020605723371392112 0.0021400529759397699 8.104649794525695e-05 -0.0056836035199742067 -0.0024694785091792259 0.002245215306250911 -0.0022094550719429832 -0.004092764777877126 0.0032306125858070282 -0.0049490593537175886 -0.0021925078110189059 -0.0042183970629512402 -0.0033942087947596107 0.0028161569084180897 0.0020494396041758739 -0.0022123461545783536 -0.0030262758104533339 0.0041195851127134196 0.0017956601309367067 -0.0023286644469547317 6.5563382877843141e-05 0.0018546496616228989 0.0020429994279315125 -0.0015319912933289014 0.0015901648938432236
leaf_weight=46.388263112399727 4.5012528710067263 275.45582724362612 4.2517393082380321 6.4042359422892359 11.690744594670834 4.8979536555707437 11.01603017002344 3.3613770417869082 2.997866470366719 14.767839454114435 3.4614840894937506 3.6563227176666322 11.590472374577073 8.0546797029674035 1.9714450985193259 7.9974215775728323 2.7966694864444426 9.3945707669481653 5.874933426268397 26.478575490415096 12.26933128852397 5.404095657169818 3.4208326004445544 11.91579528711736 2.3712232187390327 13.053243078757074 8.146759979426859 4.9627062156796455 17.233121551573277 36.039841137826443
leaf_count=521 91 1230 24 38 254 36 37 71 29 398 14 50 304 29 27 114 74 285 28 92 135 98 13 64 58 158 29 16 143 173
internal_value=0.000181616 0.000440456 -0.000251482 -0.00038287 -0.00132797 -0.00200013 0.000132729 -0.00331349 -0.000169474 -0.0016057 -2.87603e-05 -0.000623677 -0.00197101 0.000119506 -0.00143929 0.000941303 0.000235633 0.00039725 -0.00118273 0.000689157 -0.00123148 -0.000541831 0.000769464 0.000193957 0.00133674 -0.000592424 0.000595684 4.68713e-06 0.001068 0.000580187
internal_weight=581.827 364.177 217.65 88.7213 31.317 24.9128 57.4043 15.0521 213.148 19.0196 194.129 81.0056 28.7977 52.208 18.0226 34.1854 26.1307 113.123 17.6407 95.4824 15.7308 17.2072 23.334 19.9132 8.24616 15.0247 11.8031 9.86066 79.7515 53.273
internal_count=4633 2203 2430 973 415 377 558 325 2339 422 1917 989 481 508 214 294 265 928 371 557 149 177 191 178 86 185 79 52 408 316
is_linear=0
shrinkage=0.00357848


Tree=250
num_leaves=31
num_cat=0
split_feature=4 4 2 3 2 2 0 0 1 3 0 3 3 1 3 0 0 0 0 0 3 1 0 1 1 4 4 4 2 4
split_gain=1.19057 2.45128 2.19951 2.14689 2.0228 2.58544 1.99398 1.85048 3.28784 3.09352 2.41373 2.43857 2.69095 1.98445 2.20124 1.86815 1.78818 1.9954 1.58236 3.29951 2.50534 2.92675 2.52771 1.58566 4.3753 2.19223 4.85006 3.13433 5.70054 4.24053
threshold=49.064150740050003 48.823707093150006 -0.15734499999999998 -0.27297999999999994 -0.066979999999999998 -0.07490999999999999 114.09278614000002 82.250688042950017 58.309968391300011 0.11231500000000003 78.252950803000019 -0.10978499999999999 0.10487000000000003 60.87206898960001 0.097005000000000022 69.087997036250016 83.933662832600007 84.226704768850013 85.307464937250003 85.619326080400015 0.095830000000000012 61.917879202350001 85.398872513700013 63.910026677050006 62.907231794400012 39.476991512000005 40.148327922700012 40.574766824850009 -0.0057149999999999996 41.489621506400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 7 8 10 -10 11 -5 15 14 -9 -13 -15 -18 -19 20 21 -20 -23 24 25 -21 -27 -28 -29 -30
right_child=2 -3 -4 6 -6 -7 -8 13 9 -11 -12 12 -14 16 -16 -17 17 18 19 23 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.012232087015859611 2.9177484256009866e-06 0.014313442005107471 -0.020357300681632388 0.010227092197125595 -0.034026541243059809 0.025872533342195341 -0.020172805104680298 -0.039449516408741038 -0.03143844975089842 0.012567492380105056 0.025548954397132277 0.0084705294952864291 0.018079266226656895 0.019521231849167792 0.0034010558540354574 -0.032842547748989197 -0.024658809148490748 0.011786166070764466 0.017512020049154229 0.016563060962576259 -0.045669734799504764 0.015374678885190151 -0.031465657749965327 0.00013618742425609555 0.020924880305476144 -0.01796979298534828 0.014705011514731803 0.0030461659539075341 -0.0044703875118697898 -0.046328237322513011
leaf_weight=7.3587827770970753 12.484580183401706 9.5499185621738416 5.6717773098498574 4.7345666079781941 2.2865813171956679 1.5919741019606579 3.3305369566660366 1.8442808501422399 5.5376019221730521 1.4901418536901472 2.3778189904987803 1.0048104533925677 1.3833324909210203 3.9786231759935609 1.6873574331402776 4.0362584050744772 2.1719960644841185 10.500411842018364 2.18861425668001 7.6420511566102496 1.6401756927371023 1.1075767315924165 3.5968693718314171 246.79646678944118 10.063625797629355 8.6792184039950353 14.800994150340555 105.29791786149144 4.3355712890624991 3.0168503895401955
leaf_count=150 122 47 223 89 90 4 333 31 255 16 8 32 5 26 9 79 15 51 8 28 20 9 74 2170 51 44 61 537 19 27
internal_value=0.000455921 0.000716881 -0.00635731 0.000437331 -0.0112686 -0.00545483 0.000727558 0.000882275 -0.00706239 -0.0221076 0.000748445 -0.00453619 -0.0154162 0.0012628 -0.0189762 -0.0246078 0.00143066 0.00126004 0.00139418 0.00112749 -0.0155543 -0.00838846 -0.0204379 0.0014828 0.00364315 0.00243349 0.00164029 0.0029757 0.0014346 -0.0216455
internal_weight=492.187 474.031 18.1564 464.481 11.2373 8.95076 453.244 449.913 20.5645 7.02774 13.5368 11.159 6.4244 429.349 3.53164 5.04107 425.817 421.838 419.666 409.166 8.53324 6.89306 4.70445 400.633 153.836 143.773 136.131 127.451 112.65 7.35242
internal_count=4633 4288 345 4241 244 154 3997 3664 484 271 213 205 116 3180 40 111 3140 3114 3099 3048 111 91 83 2937 767 716 688 644 583 46
is_linear=0
shrinkage=0.0271114


Tree=251
num_leaves=31
num_cat=0
split_feature=0 2 1 4 2 2 2 2 2 2 1 1 4 4 4 4 2 2 3 4 0 1 1 0 4 4 4 0 2 2
split_gain=1.13203 2.38126 1.03265 1.18161 1.59493 0.891554 2.6965 2.847 3.36376 4.36532 8.69142 2.19122 1.15424 3.44103 1.94542 5.01136 3.45952 5.15924 4.63835 3.51284 4.45522 4.80612 3.95076 6.3607 5.07624 3.57122 5.82107 3.22437 3.07927 5.29422
threshold=71.096275259750016 0.11061500000000003 90.937096262400004 48.109449608500007 -0.088274999999999992 -0.69416999999999995 -0.63026499999999996 -0.59614999999999996 -0.54488499999999995 -0.58319500000000002 75.629015667650023 78.27445846800002 42.783136484500005 42.982930821650008 40.165165956550005 40.003678352300007 0.22387500000000005 0.70681500000000008 0.090850000000000028 41.489621506400006 94.300357383600002 80.13218303615001 62.111448187750007 86.103248543850015 41.873095646600007 41.087689990200012 40.574766824850009 101.61296349840002 -0.060989999999999996 -0.088039999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -7 11 9 10 -9 -8 14 -14 15 28 18 -18 27 25 22 -22 23 24 -21 26 -20 -16 29 -10
right_child=2 -3 3 4 -6 6 7 8 12 -11 -12 -13 13 -15 16 -17 17 -19 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.024832990583277689 0.014870329937751149 0.025862097869203279 -0.023053008847723162 -0.027424936247080773 0.011715650155534055 -0.018373204164783042 0.0035500513513268186 0.023106245436869045 0.00054084303712989329 -0.029522498339647641 -0.028757907803000325 0.023813881161176206 -0.015181656840929323 -0.00019533265497628327 0.0049593394239921583 -0.017261924492469018 -0.025488834649041735 0.017789174983492841 0.0073648742904489023 0.014649643533896462 -0.033343874222417282 0.008017391493425733 0.0069357329582661626 -0.02870862367684535 -0.018004115371841052 0.011832540628006781 -0.017528159804698226 0.016661282935727214 0.0038527154342208772 -0.014573540824881581
leaf_weight=2.2429525426123287 2.2415904179215422 0.61244910582900036 2.0747872199863187 0.77035211096517775 1.8120505788829175 3.9124033236876121 6.7726033772341889 3.6922641657292843 50.594275953015313 4.4466342297382635 3.0747422492131591 4.689015336567536 8.5682929931208474 111.16247315658256 93.382740181870759 8.8586922921240312 4.927094403654336 2.015160858631134 12.501965690404178 5.9836117252707535 5.2545422539114943 2.019197141751647 13.85087223164737 5.8121879026293746 4.2117693591862917 16.764903323724866 7.9976694304496041 14.067562680691479 67.702280014986172 15.787684987299142
leaf_count=186 19 2 468 46 40 42 39 12 485 113 60 24 81 1112 643 79 54 19 57 17 56 15 58 45 40 82 50 72 457 160
internal_value=0.000345695 -0.0139595 0.000429925 -0.0102482 3.96891e-05 0.000533466 0.00046624 0.000621696 0.000343789 -0.011984 -0.000459404 0.0118401 0.000649992 -0.0012678 0.00134217 -0.000663197 0.00286055 -0.0129263 0.00346324 -0.00091027 -0.00587047 -0.0218619 -0.00197483 -0.00968488 0.00116019 0.00403232 -0.00234682 0.00649138 0.000433449 -0.00305383
internal_weight=487.805 2.8554 484.949 4.65719 2.5824 480.292 478.051 474.138 462.677 11.2136 6.76701 11.4616 451.463 119.731 331.732 142.943 188.789 6.94226 181.847 74.3967 37.1322 7.27374 29.8584 16.0076 10.1954 37.2645 20.4996 107.45 134.084 66.382
internal_count=4633 188 4445 554 86 3891 3872 3830 3767 185 72 63 3582 1193 2389 1181 1208 73 1135 420 231 71 160 102 57 189 107 715 1102 645
is_linear=0
shrinkage=0.0227863


Tree=252
num_leaves=31
num_cat=0
split_feature=0 0 4 4 4 1 0 3 0 1 3 4 3 1 4 2 0 2 4 1 3 1 2 2 4 4 4 1 1 3
split_gain=4.70533 4.62582 5.7243 4.80793 4.23923 4.16517 4.53793 4.17249 4.67086 3.7991 4.69879 3.62887 3.45838 3.26865 6.54805 4.7285 4.35925 4.35614 7.2842 3.71537 7.17858 3.66201 3.25639 4.17255 3.03316 4.09739 3.193 3.3367 3.0088 5.73055
threshold=98.230883170350012 85.705356740550016 44.578137159850009 45.044778924400006 49.064150740050003 61.917879202350001 85.121961326250016 -0.17949499999999999 85.619326080400015 78.196493182200015 0.087700000000000014 43.968221017800005 0.091510000000000022 81.339300736700025 44.749265482150008 -0.18437499999999998 102.75018128760001 -0.078504999999999991 40.00488309970001 83.602982482550019 -0.15544999999999998 80.677940036650014 -0.237895 -0.61402999999999996 46.095286511800005 47.74983977685001 49.064150740050003 87.313054702550019 72.62331947780001 0.089705000000000021
decision_type=2 2 2 2 2 2 2 2 2 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 22 6 -1 -7 11 10 -2 -9 -10 16 15 19 -11 21 -19 -15 -21 -18 23 -5 -16 -26 -27 -28 -12 -30
right_child=9 2 3 4 -6 7 -8 8 12 13 28 -13 -14 14 24 -17 17 18 -20 20 -22 -23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.00027579587077695988 -0.003703823784132958 0.00055804011484881383 -0.0041037138405906181 0.0027596207325580211 -0.0040277533998519383 0.00095385326161257313 0.0019554214335204588 -0.0037537589557920382 -0.0020009377701452704 0.0011982117009629513 0.0020896957410358268 2.533480098002904e-05 0.0016924615522500277 0.0024325178452450583 0.0033190851612883319 -0.0022557587697621005 -0.0040621099689023225 -0.0035596934787632318 0.0033158386927369522 0.0031906340361300351 -0.0037717645729083865 0.0012906358843520992 0.0010398001704406579 -0.0036152351351679177 -0.004340138671858047 0.0022989468500625235 0.0019311853015094994 -0.0018097183942090945 0.0027980931781150555 -0.0022379420714634733
leaf_weight=46.747407319024205 6.9331153221428421 338.73209212068468 4.1516087194904712 1.3878076933324397 2.7499953461810938 6.6660282500088242 11.211755298078058 11.925984469242396 5.1174789145588857 29.875088075175881 3.2581862583756473 3.1963578611612311 4.94585170596838 4.515103127807377 3.6732235765084651 23.992394706699997 5.1114859636872989 2.3826075606048107 4.26495011895895 2.2791577978059649 4.1335454862564802 1.6862310171127317 12.60605821199715 3.8285388592630625 1.7918826919049049 7.0268449559807804 3.7042008079588395 6.544384996406734 2.7797536328434935 11.578012974932788
leaf_count=521 125 1649 92 5 75 38 37 261 36 125 15 71 16 25 13 696 85 43 12 30 157 10 66 70 43 38 25 137 8 109
internal_value=0.00014363 0.00029308 0.000451249 -0.00101184 -0.000387887 -0.000347018 0.000155816 -0.001262 -0.00184849 -0.000396008 -0.00150732 -0.00295498 -0.000185733 -0.000125841 -0.000617018 -0.00147355 0.00052793 -0.000961421 0.000851521 0.000243806 -0.00129724 -0.00273432 0.000173744 -0.00191921 0.000698272 0.000193385 0.000663622 -0.000457624 -0.000642843 -0.00126293
internal_weight=578.797 453.267 363.456 24.724 20.5724 89.8109 57.9592 31.8517 25.1857 125.53 24.5491 15.1223 10.0633 100.981 57.6607 34.9202 43.3204 13.4453 6.64756 10.9278 6.4127 6.79772 17.8224 5.21635 22.7405 19.0673 17.2754 10.2486 17.616 14.3578
internal_count=4633 2937 1957 308 216 980 558 422 384 1696 257 332 52 1439 1164 908 275 150 55 212 187 95 141 75 256 243 200 162 132 117
is_linear=0
shrinkage=0.00314969


Tree=253
num_leaves=31
num_cat=0
split_feature=4 3 2 4 4 4 0 1 3 0 1 4 0 2 0 4 3 1 0 0 2 0 2 2 0 3 2 0 2 1
split_gain=1.07273 2.42378 3.67612 1.98091 2.34694 1.94099 1.77406 1.0773 3.11649 1.17876 3.07587 3.35655 8.97917 4.62261 4.01579 3.22864 3.2017 2.93569 3.03332 2.82502 3.04709 2.57711 5.78263 5.62262 4.71839 2.48672 2.50246 2.37097 2.48008 4.13158
threshold=33.036871954450007 0.088565000000000019 -0.10771499999999999 33.361153777850006 33.96174662340001 34.424709467050008 80.503190258150013 55.782817748650011 0.070640000000000022 91.109157582800023 67.606656606400023 38.751720283100006 93.308316333500017 -0.043559999999999995 94.770837556450019 37.892416320650007 0.085235000000000019 69.999384342500022 101.31992156225002 90.321439350550008 0.20852500000000004 94.300357383600002 -0.011849999999999999 0.26056000000000007 95.217121606100008 -0.25098999999999999 -0.079369999999999996 89.861713010250014 0.13747000000000004 61.944763783650011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -5 -6 -3 8 -7 19 15 12 -12 14 -14 -11 -17 -15 -19 20 27 22 -13 -24 25 -23 -27 28 -9 -30
right_child=3 6 -4 4 5 7 -8 9 -10 10 11 21 13 17 -16 16 -18 18 -20 -21 -22 24 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.024948663658839135 0.017211922476683413 0.0083496310801138458 0.01519925424592942 -0.021328653548449279 0.016006641359900563 -0.024466664114601772 -0.035114010619862419 0.0011675143208414323 0.0092503325043156517 0.012543427236189777 -0.046128570163930793 0.012904650649179328 -0.031982951146877728 0.020372403218337887 -0.0060016075739859811 -0.0038760826652703331 -0.029119985586789094 0.0041131438486398083 -0.02355144174549112 0.010693237752371978 0.013528720338286601 0.012192525104810933 -0.031327646356765257 0.015089315261243618 0.0011998951563457667 -0.022779117107335968 0.00096141332298160396 -0.012673774518013069 0.004428647004432352 -0.029970842296360913
leaf_weight=1.5873689807485787 3.1697510452941051 0.55114197079092297 2.959056995343416 2.2555610497947773 3.5980265166144809 2.7944632871076456 1.864891708595678 209.10438948636875 2.2351011894643307 2.0505692139267913 2.3560797777026883 19.087585875764493 3.328939062543216 4.0637803599238422 14.149551589624023 4.3731801584362966 4.7458834983408451 11.343100704252718 2.1330490671098223 14.085869319736956 8.3077237103134376 1.5724363587796695 2.9825274469330898 1.9584366604685781 136.88798754266463 7.6415691771544507 2.7298525962978575 6.1110563199035814 3.2417874475941053 3.0885122641921043
leaf_count=121 18 8 57 37 36 168 73 1422 25 7 20 128 40 11 261 34 59 57 79 70 42 8 44 6 1455 216 36 46 22 27
internal_value=0.000321671 -0.00797265 0.00118175 0.000442132 0.000330513 0.000433586 -0.0251992 0.000314463 -0.00948308 0.000420358 -0.000704047 -0.000125809 -0.00590947 -0.00320348 -0.01095 -0.0115876 -0.0170139 0.00451589 -0.000265697 0.00144089 0.000873889 0.00112469 0.00759241 -0.0129295 8.04903e-05 -0.012749 -0.0165304 0.000399347 0.000770181 -0.0123546
internal_weight=486.359 6.96246 4.54643 479.397 476.227 473.971 2.41603 470.373 5.02956 465.344 221.405 210.235 37.3745 35.0184 17.4785 11.1696 9.11906 17.5399 13.4761 243.939 229.853 172.86 24.0285 4.94096 148.832 11.9439 10.3714 221.546 215.435 6.3303
internal_count=4633 259 178 4374 4356 4319 81 4283 193 4090 2461 2361 468 448 301 100 93 147 136 1629 1559 1893 178 50 1715 260 252 1517 1471 49
is_linear=0
shrinkage=0.0212838


Tree=254
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 2 0 1 2 2 4 4 1 4 4 4 0 2 0 1 0 0 1 4 2 1 1 1 3 4
split_gain=3.96164 5.33869 4.25223 3.74323 4.8696 3.61623 3.43653 3.41681 4.41174 3.80009 3.72131 4.22057 3.91822 3.28921 3.21995 3.10169 5.82481 4.69795 3.7516 7.43894 3.5398 4.0418 3.82543 4.34617 3.52961 4.82548 3.02192 4.49797 2.88985 6.78856
threshold=93.972365491700018 85.990333302400003 70.182199495350019 96.631250582750013 97.789976036950009 -0.61402999999999996 85.931187223550012 78.196493182200015 -0.59614999999999996 -0.50748499999999985 42.081757894750005 40.806664626150003 72.62331947780001 40.518963363600001 49.960114208400007 41.873095646600007 85.823648898300021 -0.082654999999999992 85.121961326250016 61.546871980350012 85.799452775150016 85.431134011250023 61.076391807500009 48.393869453650005 -0.087660000000000002 62.186725015400008 70.077349628250019 69.873026810350026 0.08759500000000002 41.257948413050009
decision_type=2 2 2 2 2 2 2 2 2 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 26 -2 -5 -6 15 10 -9 -10 11 12 -7 -8 -12 18 17 20 19 -1 21 22 23 -17 25 -23 27 28 -3 -30
right_child=3 2 -4 4 5 7 13 8 9 -11 14 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00067938732284853072 -0.0012176562754727389 0.0013582368680595783 -0.0027151273059757381 0.0012537098630587813 -0.005256752999543101 0.0025745833635318306 -0.00020474997499211886 0.0036407727569482472 -0.0044399702599570053 7.489437610716381e-05 -0.0049576260979797872 0.0014984807681151441 -0.0029002320499084853 -0.0059758422631925219 0.0011213200126695222 -0.0047689705792458943 -0.0058891912560522586 -0.0024960109388521561 0.0014739518934392627 -0.0041786672518240161 0.0042802657971432395 -0.0054337330838917196 0.0025981646952750567 0.00051049664882766427 0.0015361054514170559 0.0011208715236472352 0.0033915243858057232 -0.0031104954258291666 0.0013450472920406823 -0.00073367996761337733
leaf_weight=19.667674070689831 47.514968769159168 103.71234782785177 5.2058921577408901 39.39999863691628 2.2882704725489011 2.4775792360305848 3.0828275457024565 5.2766315294429651 3.0118422424420705 86.42626848234795 6.4257856626063568 9.2792058959603292 11.576307338662444 3.084344781935215 1.7256422396749256 2.981523320078856 3.2098956257104865 12.859983967617152 32.405027106404305 6.5628172224387518 3.1275350749492636 5.7094865925610048 10.539080972783266 13.263687074184416 3.0813392028212538 2.5306828618049622 7.3336030524224034 4.4685325995087615 54.815405171364546 44.38653215393424
leaf_count=227 526 477 95 164 53 8 13 42 102 1254 83 39 137 31 28 81 27 210 127 167 7 66 105 70 14 10 23 26 214 207
internal_value=0.000181155 0.000445494 0.000813323 -0.000238579 3.85168e-05 -0.000334116 -0.000216994 -0.000244857 0.000129984 -7.71444e-05 -0.00137249 -0.0005696 -0.00193507 -0.00309101 -0.00367072 -6.4116e-05 -0.00071785 -0.000410983 0.000574764 -0.000536088 0.000239302 -9.23601e-05 0.000744262 -0.000458457 -0.00207163 -0.00342071 0.000898872 0.000810725 0.000897077 0.00041495
internal_weight=557.431 342.028 219.922 215.403 167.888 128.488 122.106 126.199 94.7147 89.4381 31.4845 23.3331 14.0539 6.16717 8.15143 115.939 57.3032 54.0933 58.6355 26.2305 41.2333 38.1058 26.7843 16.2452 11.3215 8.24017 214.716 207.383 202.914 99.2019
internal_count=4633 2197 1042 2436 1910 1746 1155 1693 1398 1356 295 184 145 44 111 1111 590 563 521 394 353 346 256 151 90 76 947 924 898 421
is_linear=0
shrinkage=0.00395117


Tree=255
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 4 2 3 2 2 3 4 1 1 2 2 2 0 1 4 4 1 2 3 3 2 2 2 2 1
split_gain=4.47687 5.07058 4.76815 5.60422 3.65315 3.47005 3.37957 3.16689 3.07756 3.06892 3.06522 3.40165 3.06229 4.66926 3.70599 5.8487 3.41207 2.90331 3.47336 3.25089 2.73251 2.74491 2.72702 4.17012 4.82839 6.58505 3.89195 4.81474 5.26639 3.57151
threshold=70.348883899450016 85.990333302400003 96.631250582750013 97.789976036950009 -0.61402999999999996 36.772607578000013 -0.14314999999999997 0.10821500000000002 -0.59614999999999996 0.075080000000000022 -0.089139999999999997 38.804629908750009 78.537927364800012 78.728807892050014 -0.084729999999999986 0.19977000000000003 -0.50748499999999985 100.69082235970002 80.538140213850014 40.986363433950011 42.527280425250005 75.424692849750016 -0.15962499999999999 -0.222165 0.076130000000000017 -0.088880000000000001 -0.085550000000000001 0.059500000000000011 0.075080000000000022 88.512107028750009
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -4 -6 -7 10 -2 -12 14 -14 -10 -16 -15 -18 19 -19 21 -8 29 -24 -25 -26 -27 -28 -29 -20
right_child=2 -3 3 4 5 8 20 -9 12 -11 11 -13 13 16 15 -17 17 18 22 -21 -22 -23 23 24 25 26 27 28 -30 -31
leaf_value=-0.00019182757287401222 0.00073805485874359406 0.00077224382164646835 -0.0010630195948344351 -0.0051069345077366223 -0.0042401376799917224 0.0023835738051810134 0.0013159387648786014 0.00077937165633720025 -3.1672960783152206e-05 -0.0049329973766153194 -0.0047474809258037801 -0.0011699557637999201 0.003767460258132477 -0.0043493301694060554 -0.0040375890173033292 0.0016651603909777156 0.0021063016305020083 0.00088304232291927889 0.0030604895795622242 -0.0047900373527485678 -0.00063209438418194552 0.0038367009444853074 -0.0047927243427168644 0.0019795548179389992 -0.0042390749965128989 0.0041126175750925698 -0.0027288373745926152 0.0035799495962401417 -0.0011221166855622106 -0.0021444938234661576
leaf_weight=121.90845706593245 9.4510327093303186 227.16510124877095 7.2666565403342238 2.3260786021128288 5.7592954111751151 6.7550222892314187 15.537562698125845 2.677571740699932 16.012477762997154 3.3751617120578876 4.6632319204509285 22.577160026878119 4.8030264917761079 2.6632604231126598 11.087382053956388 3.4225163534283629 8.749290429055689 2.2227014368399969 8.0253970101475627 4.3310073204338551 5.4577166251838198 10.545163199305533 2.8571380255743781 12.427605886943651 6.5271404804661719 3.024115845561016 8.6722728032619063 6.0295725669711819 8.1400309684686345 2.5186887923628083
leaf_count=1148 63 1055 42 53 272 35 57 38 122 63 74 338 17 79 118 21 35 15 32 49 26 33 69 111 200 25 231 17 103 92
internal_value=0.00017171 0.000435557 -0.000271289 1.08715e-05 -0.000371274 -0.000284336 0.00128149 -0.00264712 -0.000115783 -0.00145326 -0.00113317 -0.00178239 -0.000267184 0.000120751 -0.00129657 -0.00269246 -0.000109143 4.44469e-05 -0.000234049 -0.002866 0.00182164 0.00233507 6.22146e-05 -0.000325897 -4.11551e-05 -0.000816399 4.72942e-05 -0.000490928 0.000878747 0.00181716
internal_weight=556.979 349.074 207.905 167.839 129.032 126.706 38.8071 8.43687 118.269 40.0666 36.6914 27.2404 111.514 80.9912 30.5224 14.5099 76.1882 73.525 64.7757 6.55371 31.5404 26.0827 58.222 47.6779 44.8207 32.3931 25.866 22.8419 14.1696 10.5441
internal_count=4633 2203 2430 1892 1734 1681 158 310 1371 538 475 412 1336 1075 261 139 1058 979 944 64 116 90 880 756 687 576 376 351 120 124
is_linear=0
shrinkage=0.00381338


Tree=256
num_leaves=31
num_cat=0
split_feature=4 3 0 2 1 2 2 3 3 4 2 2 0 2 3 3 3 4 4 1 1 1 0 1 3 4 4 4 2 2
split_gain=1.10749 2.05667 1.01092 2.1204 0.885052 0.877182 2.73375 1.93667 4.29708 1.44969 1.1168 2.07563 0.932905 0.910639 0.94263 2.48526 1.97436 3.94075 2.03747 2.11982 2.51741 2.4887 1.44051 3.38147 3.59472 4.13208 2.97734 3.37469 4.10701 3.48021
threshold=51.757767929250001 0.074735000000000024 71.096275259750016 0.11061500000000003 93.840631043300007 0.63131000000000015 0.36215000000000008 -0.16179999999999997 0.18642000000000006 38.621016321050007 0.28423000000000004 0.27394500000000005 97.886760529650019 0.26597500000000007 -0.25587999999999994 -0.25420999999999999 -0.55393499999999996 42.027798546600003 41.243661560350013 71.246828915000023 68.20618276945001 61.966271448700006 85.705356740550016 61.993156030000002 0.10336500000000003 44.749265482150008 37.572218886150004 41.529896397300007 -0.092084999999999986 -0.081984999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -7 -9 12 11 13 -8 14 16 -16 -4 18 19 20 21 -18 23 26 25 -25 -17 28 -28 -29
right_child=1 -3 4 -5 -6 7 9 8 -10 -11 -12 -13 -14 -15 15 22 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.024812125587889769 0.011960161768789208 -0.024299967902181648 0.008763027223752445 0.024264680832227978 -0.012441971842143341 0.023767639058113521 0.0074537450663315526 -0.022662462236776943 0.023802554231564913 -0.046186406688644502 0.015561856870010873 -0.017290872027590259 -0.025944115772431272 0.012586818060771459 0.020184119185942016 0.013312576563194751 0.0048408063870261408 -0.027878092518897675 0.015731364744725754 -0.026824269265976617 0.018145229215083672 -0.029181664371699011 0.0011781306044152291 -0.027323580188403973 0.0080930373862342746 0.010340501409517266 -0.029298574046064039 0.0065184473635512405 -0.0020418944399629739 -0.015432570440948807
leaf_weight=2.0242217271588738 1.2274007331579917 2.43226681323722 4.7146317772567299 0.59378295764327038 2.7198686699848613 2.7052963003516197 0.81014062091708117 2.2304565780796102 1.9413344115018842 0.89913206920027722 2.5992167489603153 3.3756068609654895 0.94485853472724557 3.3263557180762282 3.4287831876426926 7.574481137096881 2.4535851501859707 3.9335503997281185 2.7496780715882769 2.0994063033722341 2.4227594137191772 2.0647503156214952 378.49497232690919 7.7689160467125458 3.1622505504637948 1.8882139753550289 4.5823424505069852 20.299733348190784 7.7733880393207055 4.6246675252914455
leaf_count=186 16 144 40 2 378 11 5 34 19 14 16 37 41 17 14 97 28 46 12 56 7 24 2808 162 20 65 113 121 41 59
internal_value=0.000376399 -0.0121388 0.00047099 -0.0136811 0.000547923 0.000621703 0.000503726 0.00871875 -0.00104006 -0.0226073 0.00063442 0.000551291 -0.010527 0.000681272 0.000595187 0.000818079 -0.00419888 -0.00808541 -0.00148198 -0.00671744 -0.000635922 -0.0107065 0.00066584 -0.00269615 -0.0130394 -0.0199593 0.000259941 -0.00239206 -0.0121505 0.00244548
internal_weight=487.866 3.65967 484.206 2.618 481.588 478.869 471.991 6.87709 4.17179 2.65413 469.337 466.738 1.755 463.362 460.036 439.598 20.4384 15.7237 11.7902 9.0405 6.94109 4.51834 436.169 57.674 12.8194 9.65713 44.8546 37.2801 12.3557 24.9244
internal_count=4633 160 4473 188 4285 3907 3843 64 53 60 3783 3767 46 3730 3713 3500 213 173 127 115 59 52 3486 678 247 227 431 334 154 180
is_linear=0
shrinkage=0.0228363


Tree=257
num_leaves=31
num_cat=0
split_feature=1 0 1 4 0 1 3 0 1 2 1 3 2 1 3 0 0 3 2 0 2 0 1 2 3 2 1 1 0 4
split_gain=6.24423 5.93997 4.70179 3.85766 3.59133 5.87497 4.93332 3.80178 3.503 3.09528 3.24898 3.72952 3.39683 3.0618 4.46665 2.99158 3.73465 2.90875 6.00863 9.23595 6.25277 6.84703 6.03835 5.75985 3.76726 4.84401 2.83582 3.03155 2.72366 2.69643
threshold=70.348883899450016 85.732241321850012 70.74946416085001 37.232443001650005 95.217121606100008 71.053259929650025 -0.20885999999999996 98.230883170350012 71.397382570300024 -0.61402999999999996 77.621163142300006 0.087700000000000014 -0.087660000000000002 74.757955233350017 0.085345000000000018 99.524031531050014 100.35207663525001 0.072890000000000024 -0.088880000000000001 101.11291028615001 -0.15781499999999998 104.22883325935001 81.573196594050017 -0.085550000000000001 -0.245505 -0.15962499999999999 75.629015667650023 76.621056717750008 93.972365491700018 38.983591653800012
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 -7 13 -4 -9 11 -11 -13 14 -6 -12 -17 24 20 -20 21 -19 -21 -24 25 -18 -15 -28 -3 -14
right_child=2 28 3 4 7 6 -8 9 -10 10 15 12 29 26 -16 16 17 18 19 22 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00028397735723401308 -0.0040405470636143397 0.00084958934530012875 0.0011697829066955646 0.0022495578336414628 0.0012477813260423722 0.00040773864895498013 -0.0038850970157938039 -0.0045623108052802583 -0.0025016823403016209 -0.0040982678168811583 -0.0042025308855160098 0.0011382278270203963 0.00038940658554302451 0.0022979264295089953 -0.0019627204648162764 0.0025733772971766175 0.0026804887517562566 0.0017856128827507505 -0.0057578031404177483 0.0019609694119718407 -0.0040053719235502109 -0.0033315495236024414 0.0038333981146379901 -0.0019987640199669327 0.0018387714103856182 -0.0046064143746222331 -0.0020974088257560931 0.0015054155411154924 -0.00066685379249779235 -0.0046343122564425961
leaf_weight=90.884297525044531 4.0303413867950431 249.89400164783001 4.1209262143820551 4.1198057308793095 12.280816823244097 4.917989760637286 10.288401813246304 2.0318504394963375 14.942840869072823 5.1230308823287514 1.9808504432439793 6.8422172665596008 2.2440923899412137 21.738932099193335 9.5944732092320901 7.4320124611258498 1.8813658170402048 8.003434773534531 2.8133770227432242 23.517776511609554 9.6923893252387678 5.4724732837639758 2.567549524828789 11.67828408582136 17.246583925560117 2.8540629120543626 4.5679016262292844 7.9643059186637402 15.64329122751951 3.2530895993113518
leaf_count=993 91 1114 24 18 52 29 283 32 398 91 18 31 18 82 66 26 8 48 23 102 242 169 24 289 122 52 25 32 96 35
internal_value=0.000208496 0.000493984 -0.000268772 -0.000196097 -4.44809e-05 -0.00148495 -0.00249673 0.000118528 -0.00170804 -0.000249606 -0.000171786 -0.00156963 -0.000519796 0.00087015 -0.000160341 8.47798e-05 0.000175941 -3.19014e-05 -0.000413259 0.00040464 -0.00184573 -0.000292431 0.00086374 -0.000947624 0.00107399 -0.00171136 0.00152791 0.000192211 0.000760253 -0.0025835
internal_weight=569.623 356.422 213.201 209.171 190.107 19.3262 15.2064 170.781 19.0638 114.634 112.603 17.4624 12.3394 56.1464 21.8753 95.1402 93.1593 85.7273 63.7453 40.577 23.1683 13.4759 37.7636 14.2458 21.982 4.73543 34.2711 12.5322 265.537 5.49718
internal_count=4633 2203 2430 2339 1917 330 312 1587 422 1330 1298 175 84 257 118 1123 1105 1079 897 438 459 217 415 313 182 60 139 57 1210 53
is_linear=0
shrinkage=0.00352557


Tree=258
num_leaves=31
num_cat=0
split_feature=1 0 4 0 0 2 2 3 4 1 1 4 0 2 1 3 2 3 4 4 1 0 4 2 2 0 4 3 3 4
split_gain=7.37041 7.40398 4.58557 3.72018 6.94272 5.70467 9.78817 7.46057 4.29627 4.24371 3.99088 7.49677 5.5538 5.08153 4.92958 7.57526 4.39387 3.97557 3.89616 4.22345 3.85425 5.11962 3.63903 3.02679 3.05082 3.02094 3.03078 2.92175 10.5504 2.89531
threshold=69.873026810350026 85.990333302400003 44.279556297950009 96.631250582750013 97.789976036950009 0.075080000000000022 -0.074029999999999999 -0.20885999999999996 37.500638522700008 78.196493182200015 81.339300736700025 44.749265482150008 102.75018128760001 -0.18437499999999998 83.602982482550019 -0.15544999999999998 -0.078504999999999991 -0.15148999999999999 42.081757894750005 40.806664626150003 70.348883899450016 94.770837556450019 40.574766824850009 -0.14314999999999997 -0.58319500000000002 85.931187223550012 40.518963363600001 0.090465000000000031 0.092895000000000019 42.527280425250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 25 -3 5 23 6 7 -2 -7 18 12 13 -11 14 -12 -16 17 -14 19 -6 -8 -22 -18 24 -5 -1 -27 -9 -29 -25
right_child=3 2 -4 4 9 8 20 27 -10 10 11 -13 16 -15 15 -17 22 -19 -20 -21 21 -23 -24 29 -26 26 -28 28 -30 -31
leaf_value=-2.5474007494768929e-05 0.0011956624813249225 0.00093272311823501097 -0.0012106571479261008 0.0016049312838118028 -0.0017532876772764312 0.00024801585671365437 0.0027123190616003224 -0.0031275448530846636 -0.0047277871089662525 0.0013823353656235062 0.002770327143032927 0.00080688197724427505 0.0016268995584790421 -0.0022920905082791793 0.0032793107389725777 -0.0038750497942541097 -0.0016372422968349701 -0.003991253383850534 -0.0031507724581878974 0.00095514282028783969 -0.0039181084367404372 0.0011813992659413591 0.002995093439261869 0.0019966218774792976 -0.0023717446240610327 -0.00012501592648022177 -0.0045912823539127337 0.0023560270559497562 -0.0034682968236090651 -0.00047405288881238272
leaf_weight=117.36149837821722 8.0367321725934726 205.55296799167991 10.391701113432644 3.412768691778183 14.403975935652854 2.4102539867162687 9.4171905219554919 16.067967504262928 6.0016213497146964 32.069429561495781 4.6018364224582893 23.444904669187963 1.6123561132699231 24.379245286574587 2.206200095359236 4.3753415858373046 3.1674658181145787 5.5266914777457714 8.611179903149603 9.4482684172689897 2.5742266904562703 8.0583575628697854 3.5800784528255463 26.896444544196129 4.3470517247915259 3.076373763382434 2.9491140767931938 5.1772673614323121 7.616174666211009 5.695827178657054
leaf_count=1104 38 867 84 11 145 11 28 295 77 127 25 258 12 697 30 157 46 83 106 40 45 38 9 90 32 13 31 21 86 27
internal_value=0.000178332 0.000478083 0.000829579 -0.000240009 -3.90321e-06 -0.000882218 -0.000524777 -0.00148683 -0.00330207 -0.000341003 -3.33567e-05 -0.000575069 0.000662202 -0.00148613 0.000270825 -0.00147683 -0.00100086 -0.00272239 -0.00133571 -0.000680434 0.00124572 -5.3229e-05 0.000820559 0.00114416 -0.000622803 -0.000137085 -0.00231098 -0.0022338 -0.0011113 0.00156485
internal_weight=582.471 339.332 215.945 243.139 177.779 65.3598 56.9479 36.8981 8.41188 137.427 104.964 59.0075 45.956 35.5626 11.1834 6.58154 13.8866 7.13905 32.4634 23.8522 20.0498 10.6326 6.74754 40.3521 7.75982 123.387 6.02549 28.8614 12.7934 32.5923
internal_count=4633 2099 951 2534 1895 639 551 440 88 1735 1444 1167 277 909 212 187 150 95 291 185 111 83 55 160 43 1148 44 402 107 117
is_linear=0
shrinkage=0.00314801


Tree=259
num_leaves=31
num_cat=0
split_feature=1 0 3 4 1 0 1 2 4 4 0 1 4 0 0 2 0 0 3 2 2 3 4 1 1 2 3 0 0 4
split_gain=1.11783 2.4149 2.17444 2.0799 2.69696 2.64458 3.95031 4.47872 3.50511 2.56508 2.37639 4.8888 2.46678 3.52873 3.54459 2.41475 2.32706 7.07042 3.03862 2.95522 1.99929 2.32158 2.03883 3.48341 2.41675 3.7324 2.32806 1.92312 2.55917 2.45434
threshold=69.873026810350026 91.886121982450007 0.4149000000000001 38.238138001450004 70.077349628250019 94.165934477050016 71.830224329350003 -0.26416999999999996 39.427119987250002 37.995872310650007 98.230883170350012 75.629015667650023 44.279556297950009 95.746747857800017 95.44832900530001 -0.61402999999999996 96.082805124100005 95.746747857800017 0.10336500000000003 -0.079369999999999996 0.28423000000000004 0.099855000000000027 35.119813570500007 73.007768990450018 83.116371560950014 -0.047144999999999999 0.11458500000000002 85.990333302400003 85.931187223550012 40.518963363600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 -2 3 9 -5 -6 7 -7 -9 20 12 -12 -8 14 -14 -13 17 18 19 -10 22 -22 23 -3 25 -24 -25 28 -1 -30
right_child=1 2 -4 4 5 6 10 8 16 -11 11 15 13 -15 -16 -17 -18 -19 -20 -21 21 -23 24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.00035024404220998273 -0.032129308882235495 0.021964939124877663 -0.031876600182137692 -0.021985922672648428 0.015299955575231764 0.037448339260146894 0.0094044820935371698 0.021990480148677341 -0.032994211535756386 -0.033740617431063831 -0.032987838318256676 -0.035733962455131829 -0.029174939772630571 -0.037797380282801635 0.023490765180785696 0.0012163536223791672 -0.037349321674741628 0.040949444431202811 0.02299951903295339 -0.0009548595625614581 -0.011989502762749326 0.036846521961586241 -0.032755289962000195 -0.022201238574303072 0.014714286501455088 -0.0035515764659762466 0.026739260090283538 0.0032626874958984141 -0.0024233604125576541 -0.039140599491902628
leaf_weight=101.84769249008968 1.8262394499033678 3.9156868532300084 1.6422353835077945 3.7929667755961409 9.1949821878224594 1.3203822728246475 40.410590248182416 1.7800824902951742 7.8966338895261323 2.4631973989307872 3.3087979182600966 1.3231944758445013 1.430852802004664 2.078901382163167 2.7496828436851501 83.201612088596448 3.6174493795260778 1.5878586620092381 1.0976485460996617 2.8982384670525771 1.2373331715352827 1.7042566672898827 6.2765613766387149 3.7357333520194516 1.9417246745433647 6.6244496423751054 0.88546432182192791 182.90837022103369 2.8755532503128043 2.511784840375185
leaf_count=1104 65 12 43 25 79 5 175 9 191 46 55 27 59 21 8 1104 57 5 7 39 49 13 124 181 87 39 9 951 13 31
internal_value=0.000495129 -0.00106613 -0.000779785 -0.000519862 0.000636947 0.00116049 0.000320091 -0.0108703 -0.0142499 -0.00725911 0.00200054 -0.000628808 0.00694902 -0.00890334 0.00546512 0.000637915 -0.0180229 -0.0128367 -0.0200181 -0.0243922 -0.00478091 0.0163044 -0.00743383 0.00313306 -0.0135114 -0.0177597 -0.0128238 0.00157102 -0.00131443 -0.0195424
internal_weight=490.086 199.943 198.117 196.474 167.69 163.897 154.702 20.1983 18.8779 28.7844 134.504 87.8336 46.67 6.25944 4.18054 84.5248 17.0978 13.4804 11.8925 10.7949 26.3212 2.94159 23.3796 8.53688 14.8427 12.901 4.6212 290.143 107.235 5.38734
internal_count=4633 2534 2469 2426 1866 1841 1762 313 308 560 1449 1186 263 88 67 1131 299 242 237 230 514 62 452 202 250 163 190 2099 1148 44
is_linear=0
shrinkage=0.0271374


Tree=260
num_leaves=31
num_cat=0
split_feature=1 0 1 4 1 3 0 3 4 0 1 2 2 4 3 2 2 3 0 1 4 0 1 2 0 1 4 4 3 0
split_gain=4.20106 5.1241 4.78448 3.50504 3.22647 3.78681 4.35683 3.52072 3.46808 3.43287 3.19117 2.86989 6.12031 6.16101 5.17788 3.83374 5.38598 4.22941 8.64373 3.50822 7.66906 4.43289 4.29839 3.98182 3.39037 3.10293 4.64643 4.46834 3.03977 2.86833
threshold=70.348883899450016 85.705356740550016 70.74946416085001 37.232443001650005 61.917879202350001 -0.17949499999999999 85.619326080400015 0.091510000000000022 43.968221017800005 85.121961326250016 71.397382570300024 -0.094409999999999994 -0.156745 43.663128814500006 -0.20885999999999996 -0.21563499999999999 -0.59496499999999986 0.074735000000000024 104.25302938255003 82.815264250350012 44.749265482150008 96.631250582750013 71.053259929650025 0.022350000000000005 99.198728097250012 71.504920895500007 40.040404835300002 39.065416244600009 0.098950000000000024 97.886760529650019
decision_type=2 2 2 2 2 2 2 2 2 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 10 9 -6 8 -8 -7 -1 -4 12 14 24 -5 16 28 -17 -19 21 -21 22 -13 -22 -14 -18 27 -27 -16 -23
right_child=2 -3 3 11 5 6 7 -9 -10 -11 -12 19 13 -15 15 17 25 18 -20 20 23 29 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00025263750791122409 -0.003892920807658685 0.00063083513050510092 0.0011418624203462114 0.0023086655369310505 0.0011632018594743311 -0.0040247884457419985 -0.0021656589280478985 0.0019865379014609346 0.00011539625662522678 0.0019175395764708602 -0.0023283666336157138 0.0023270437397246387 0.00053994165410810107 -0.003889129171266967 -0.0013001510699193596 0.0036945055118701017 0.0026949785452998493 0.002575394948535161 -0.0038982116781116033 -0.0032253297885068166 0.0028591170781113759 0.0018975774992987635 -0.0020317488209922762 -0.0023066934276089264 -0.0028182845954362948 -0.0040341465735556341 -0.004468961705862395 0.0028536360844216382 0.002289837849248673 0.00049140195056223703
leaf_weight=46.655195201747119 4.0956270257011047 270.38008355721831 4.0008391421288279 10.781557630747555 6.1023230552673366 10.805492573417725 4.853481285274027 4.7968455776572227 3.0691505894064894 10.560185920447109 14.392243476118891 3.4401720389723769 11.265948150306945 10.494377064052967 5.2003888618200982 4.759048048406842 1.2233636062592275 5.5873577259480935 4.3212044215761125 9.1738893836736697 5.9067603098228556 25.673570312559605 11.982103318907319 2.5126210162416101 5.1866187714040271 1.9910370432771731 8.8661730256862921 2.5223070941865444 6.0027523264288902 51.541982451453805
leaf_count=521 91 1230 24 58 38 254 36 16 71 37 398 14 79 304 53 22 10 25 115 285 28 92 135 58 98 41 144 14 26 316
internal_value=0.000170425 0.000397535 -0.000214215 -0.000141368 -0.000328831 -0.0012495 -0.00187535 -0.000101745 -0.00310896 0.00014791 -0.00157353 -1.57455e-06 -0.000505183 -0.00183132 0.00019202 -0.000371822 -0.00116934 0.00103132 -0.000247797 0.000355704 -0.00105134 0.000622923 -0.00105945 0.00131747 -0.000518728 -0.00254471 -0.0030238 -0.000184872 0.0006234 0.000958944
internal_weight=568.145 357.223 210.922 206.826 86.8427 29.6273 23.525 9.65033 13.8746 57.2154 18.3931 188.433 78.2021 26.9469 51.2552 40.4736 25.806 14.6676 9.90856 110.231 17.5933 92.6378 15.4223 8.41938 16.4526 14.6029 13.3795 4.51334 11.2031 77.2156
internal_count=4633 2203 2430 2339 973 415 377 52 325 558 422 1917 989 481 508 450 288 162 140 928 371 557 149 86 177 209 199 55 79 408
is_linear=0
shrinkage=0.00343713


Tree=261
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 1 0 3 1 2 2 2 1 1 4 2 4 3 3 2 4 0 3 2 3 2 2 3 4 0
split_gain=4.11517 5.45919 4.53927 2.88299 3.35479 5.8208 5.07283 4.90525 4.41135 3.09468 4.91665 4.14728 2.99728 4.05371 3.95279 2.97362 2.80983 3.68506 8.96618 9.56778 5.61082 4.95009 4.22225 3.9515 6.91132 4.16958 3.08459 2.89709 2.80001 7.07696
threshold=70.348883899450016 85.990333302400003 70.74946416085001 90.937096262400004 96.631250582750013 71.053259929650025 97.886760529650019 0.08376500000000002 78.196493182200015 -0.61402999999999996 -0.59614999999999996 -0.50748499999999985 71.365121072750014 75.806453904250006 43.61821939175001 -0.14314999999999997 43.968221017800005 0.08759500000000002 0.093325000000000033 -0.016014999999999998 41.559097512700014 86.692020874450009 0.10131500000000003 -0.072755 0.10249000000000003 -0.14704500000000001 -0.25105499999999997 0.080545000000000019 41.873095646600007 85.823648898300021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 28 -2 4 5 -4 15 12 -8 -10 -11 -12 -7 14 -14 -6 17 26 19 -19 23 -22 -23 24 -20 -26 -3 -18 -1 -30
right_child=2 16 3 -5 6 7 8 -9 9 10 11 -13 13 -15 -16 -17 27 18 20 -21 21 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00029178758853817967 -0.0036097705140913064 -0.0011866141337210313 0.0017781954953675131 -0.0020106661649007111 -0.00061713738950815904 -0.0037838642843392085 -0.0012889869340043999 -0.0030975475100989774 -0.0041125067478521527 0.003255263530246722 -0.0036388644298665199 0.00019109556992738411 -0.0012900947560060922 -0.0036540611451113454 0.0022579501540667579 0.0015510733826480357 -0.0025788619737595235 -0.00023333287128967967 0.001819785774107865 -0.0046835761450388811 -0.0028558605738842669 -0.0014476560296328952 0.001893278533276591 0.0022772282829288965 0.00040269518259349946 -0.0039584625602619014 0.0013073074958922307 0.000387039843512201 -0.00035702657535975548 -0.0045958037503265846
leaf_weight=64.63147760508582 3.8465237896889439 5.2879614308476439 6.6465880516916505 7.8557963341008863 7.9697481095790854 2.3865845184773269 27.71508726105094 11.914493854157625 1.6847845632582892 5.1638400135561815 2.9674862399697295 81.514833453809842 5.5036390684545022 2.5133837508037677 7.5312535939738154 32.641149505972862 5.2659193444997063 31.330810271203518 16.01873251050711 5.7978286333382121 5.9915255084633854 6.4439562708139411 9.4467488750815374 30.626797117292881 4.6534064114093781 4.2456914484500867 100.03325214236975 9.0972100943326932 54.085155642125756 4.3064762577414504
leaf_count=547 91 29 31 554 43 73 271 182 32 24 73 761 39 82 52 122 57 142 58 45 35 32 30 103 19 24 433 48 563 38
internal_value=0.000171131 0.000378266 -0.000184893 -0.000120318 -4.46109e-05 -0.000915071 0.000154367 -0.00151478 -0.000176945 0.000160513 0.000240819 5.65662e-05 -0.000463321 4.63666e-05 0.000759882 0.00112557 0.000663352 0.000752433 0.000357408 -0.000928261 0.000973927 -0.000390923 0.000538472 0.00151162 0.000570602 -0.00167798 0.00118209 -0.000700342 -0.000164545 -0.000669643
internal_weight=565.118 357.263 207.855 204.009 196.153 36.4959 159.657 29.8494 119.046 91.3309 89.6462 84.4823 17.9349 15.5483 13.0349 40.6109 234.24 219.877 114.555 37.1286 77.4269 21.8822 15.8907 55.5446 24.9178 8.8991 105.321 14.3631 123.023 58.3916
internal_count=4633 2203 2430 2339 1785 459 1326 428 1161 890 858 834 246 173 91 165 1055 950 488 187 301 97 62 204 101 43 462 105 1148 601
is_linear=0
shrinkage=0.00318231


Tree=262
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 4 3 2 0 3 4 1 2 3 0 2 4 1 3 2 0 0 1 1 4 4 2 2 0 1
split_gain=4.77279 5.47577 4.8638 3.28941 4.08633 3.85509 3.84059 4.82969 5.06835 3.18488 2.88253 3.47016 2.93328 5.49787 5.35314 4.51548 4.2405 5.19569 4.3423 3.82075 3.07168 4.09455 4.70951 5.93606 7.83116 4.99337 4.6534 4.82153 4.58825 4.06202
threshold=70.348883899450016 85.705356740550016 70.74946416085001 61.917879202350001 85.121961326250016 40.408647214050006 -0.17949499999999999 -0.088039999999999993 85.619326080400015 -0.26804999999999995 37.232443001650005 71.397382570300024 -0.094409999999999994 0.072890000000000024 104.22883325935001 -0.13734499999999997 40.890797847750008 78.290589216800015 0.079205000000000012 -0.156745 96.631250582750013 97.886760529650019 78.537927364800012 81.339300736700025 42.388109226950007 37.765550062200006 -0.084729999999999986 0.19977000000000003 104.86330937810001 71.053259929650025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -5 -7 -8 -9 -4 11 -11 13 19 15 16 17 -15 -18 -12 29 -22 26 -24 25 -25 -23 -28 -26 -14
right_child=2 -3 9 5 -6 6 7 8 -10 10 12 -13 20 14 -16 -17 18 -19 -20 -21 21 22 23 24 28 -27 27 -29 -30 -31
leaf_value=-0.00027586135929956901 -0.0036716755471437571 0.00060235450341579477 -0.0028115562827678905 -0.0040916828573548877 0.0018982563089870673 0.001604224430897284 -0.0031188527128975332 -0.0024795755789817717 0.0017226358825967554 0.0012980658753160277 0.0016580633262873231 -0.002084931346460392 0.00211439248063424 -0.0037434758232543471 -0.0032009524487923279 -0.0021440374150527436 -0.0023413781494163828 0.0010242954280050805 0.00153953007614521 -0.0020200886666515796 0.0016765514570087593 0.0018272635797417329 0.0016778177315765455 0.0034165746153718363 -0.0042152726013786517 -0.0039653151027420376 -0.0033530266912589765 0.0014260691783807438 0.0013848797805486931 -0.001892385008260582
leaf_weight=46.989432909525931 4.1672384152188888 274.03022263944149 4.5876542907208195 4.0297608571127084 11.033651005476711 5.7753506228327813 9.1355678569525534 5.0848439838737161 7.1214468702673912 4.0376118291169432 15.934505298733713 14.003469271585343 3.3718783557415 5.4077586568891984 9.4789261482655984 12.845504917204382 3.5632950905710485 4.1951819509267807 18.20143508259207 3.5737149110063902 25.320726037025452 3.685345150530341 27.003631547093391 1.0870990124531106 1.6876215338706995 7.3560900534503162 9.734463728964327 2.8123266249895087 14.544430629350243 11.653533181175588
leaf_count=521 91 1230 98 83 37 24 209 74 25 24 101 369 14 52 312 223 100 24 93 46 91 15 109 8 17 196 101 16 197 133
internal_value=0.00015469 0.000377172 -0.000233325 -0.000314842 0.000137568 -0.00115763 -0.000721613 -0.00135101 -2.79032e-05 -0.000163117 -0.000102214 -0.00132781 1.96391e-05 -0.000477453 -0.00100855 -0.000538512 0.000118974 -0.00166061 0.000904153 0.000984262 0.000355758 0.000573162 0.000161761 0.000636249 -0.000503604 -0.00301486 -0.00134888 -0.00228181 0.000802641 -0.000993217
internal_weight=571.454 363.2 208.253 89.1701 58.0231 31.147 27.1172 21.3419 12.2063 204.086 199.499 18.0411 181.457 73.2003 53.6921 44.2132 31.3677 9.60294 21.7647 19.5082 108.257 93.2317 67.911 51.6789 24.6752 8.44319 16.2321 12.5468 16.2321 15.0254
internal_count=4633 2203 2430 973 558 415 332 308 99 2339 2241 393 1848 951 804 492 269 76 193 147 897 750 659 527 418 204 132 117 214 147
is_linear=0
shrinkage=0.00321496


Tree=263
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 3 3 3 1 3 3 4 1 3 3 2 2 1 4 4 4 1 1 0 0 1 3 1 1 3
split_gain=7.78271 7.71378 5.52463 8.08254 4.38025 4.1286 3.73181 3.73453 5.41186 5.93727 4.39936 3.60084 3.57914 3.49514 3.32007 3.28277 4.12256 2.9348 2.87092 2.81917 2.75858 2.71832 4.4939 3.94838 3.67241 3.32649 2.69797 2.65815 5.60606 4.05507
threshold=70.182199495350019 85.705356740550016 96.631250582750013 97.789976036950009 44.578137159850009 -0.089139999999999997 0.099855000000000027 -0.15544999999999998 61.993156030000002 1.0000000180025095e-35 0.083905000000000021 36.772607578000013 55.782817748650011 0.080375000000000016 0.10821500000000002 -0.61402999999999996 -0.59614999999999996 60.87206898960001 38.238138001450004 39.476991512000005 38.060777288450005 71.053259929650025 70.816675614150014 94.770837556450019 95.550490414250007 72.209296925700016 0.12001500000000002 78.537927364800012 78.728807892050014 0.072890000000000024
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -2 7 12 9 20 -11 14 -1 -6 -5 -13 -17 -12 -7 -14 -9 22 23 -20 -23 -26 -8 -18 -29 -30
right_child=2 4 3 11 13 18 26 8 -10 10 17 15 19 -15 -16 16 27 -19 21 -21 -22 24 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0036599463474363938 0.00043539773794016115 0.00087160993292045256 0.0012754176133230387 -0.0035616619279977974 -0.0030831449428638073 -0.0041573804133817564 0.0015410131520438826 -0.00011827101719784625 -0.0032768872963576598 0.001852739604704828 -0.0027839472199420027 -0.004202148869781896 -0.0023811601123682096 0.00036576241994110533 0.00072273062753046963 0.0021960654615019799 -0.0011128060572872928 0.00012980522234163993 -0.0038750594225997631 0.0013469073449194281 -0.0039149735126240972 -0.0035990761070954069 0.0027017601948148909 0.00082084908273904295 0.00098104103655349611 -0.002994623102729875 -0.0013799882954851912 0.0031941714451122968 0.00091068248417337219 -0.00066893448022005148
leaf_weight=2.015879058744761 11.410425420850514 261.60760094970465 40.617229077965021 6.5331381475552899 5.2902285866439325 4.7049724236130706 15.443969547748567 2.847660285420714 10.244276183657346 10.15375452488661 5.49863566271961 2.1372247301042071 2.4322346406988826 7.3409716598689556 2.6644067815504968 7.3271559076383701 31.37455022893846 10.57029767334461 3.9203010015189665 16.663524251431227 6.7462263163179159 9.5343715669587272 3.7590171322226524 3.5885063670575619 5.1529660075902921 3.8456251509487629 4.2108000665903083 5.344063499942421 23.698047989979386 60.209542946889997
leaf_count=100 77 1103 159 290 54 68 69 57 211 51 69 35 73 40 38 35 261 57 71 80 176 264 12 28 21 29 30 17 190 868
internal_value=0.00022115 0.000515741 -0.00024987 5.73607e-06 0.00078178 -0.00125137 -0.000324527 -0.00068728 -0.00120365 -0.000610658 0.000185962 -0.00036451 0.000439316 -0.00107872 -0.00232053 -0.000226218 -0.000159807 -0.000867253 -0.00180915 0.000872062 -0.00278804 -0.00143841 -0.000185467 -0.00163086 -0.00220018 -0.000717993 0.000915223 -0.000302909 -1.82068e-05 -0.000222803
internal_weight=586.888 361.066 225.822 179.905 274.239 45.9162 86.8273 67.1725 46.0609 35.8166 26.2227 139.288 21.1116 12.6312 9.19754 130.091 127.953 16.0689 34.5058 19.0958 9.59389 29.8008 11.2678 7.50881 18.533 8.99859 19.6548 120.626 89.2517 83.9076
internal_count=4633 2170 2463 1893 1197 570 973 874 621 410 177 1734 253 94 328 1406 1371 126 493 153 233 425 111 99 314 50 99 1336 1075 1058
is_linear=0
shrinkage=0.00323475


Tree=264
num_leaves=31
num_cat=0
split_feature=4 0 3 4 2 2 2 2 2 2 0 1 0 4 2 1 4 3 3 4 1 4 1 0 1 3 0 2 2 4
split_gain=1.22957 5.25762 3.09017 2.34424 2.342 1.93551 4.51181 5.68779 4.34304 4.10117 4.78384 3.98558 3.96521 3.59161 3.60237 3.64196 5.80518 3.87667 3.61377 3.55738 3.27808 5.12535 7.2348 4.23047 3.27036 6.40189 5.41084 5.39946 3.69657 3.21047
threshold=42.154118731400011 104.03526427400001 -0.225495 42.027798546600003 -0.17605999999999999 -0.064729999999999996 -0.086139999999999994 -0.081844999999999987 -0.054875 -0.043559999999999995 95.44832900530001 81.339300736700025 101.91675926715001 39.788107623550012 -0.14510999999999999 83.116371560950014 35.771221912400001 0.095830000000000012 0.10876000000000002 35.374259656300005 63.910026677050006 38.171717059500004 74.927328095600004 87.261973998100004 62.154463517850012 0.091290000000000024 86.345209775600011 -0.072755 -0.076544999999999988 41.542492784600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 4 5 -3 6 13 29 -7 10 -10 12 20 14 15 16 17 19 -16 -1 23 -22 -23 -11 26 28 -9 -27 -26 -8
right_child=-2 2 -4 -5 -6 8 7 24 9 11 -12 -13 -14 -15 18 -17 -18 -19 -20 -21 21 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.024465267181104353 -0.0010456914941334168 0.019000272686385503 -0.026406519106052944 0.013084398983199028 -0.027070565561830913 0.01654582388800975 -0.040326770306067766 0.0008667004447462151 -0.029083644992070029 0.0040473479524606648 0.0047966456432625426 -0.01838779498687642 0.021309887412793178 0.0061985154777429857 0.0065856255898813516 0.019420456528697241 -0.023035799453967339 0.022807652544886134 -0.020042287146869911 0.019503561374226902 0.0085112488837112039 -0.018068356936861544 0.0071518416590497045 0.022924139285509675 0.025587150729168062 -0.02888041848875092 -0.030728193067641227 0.010884301784904777 -0.0049387866512300045 -0.0055343111114945697
leaf_weight=3.6052971077151614 187.46686487947591 2.0617116929497574 6.4476147715467942 11.463760824874042 1.0130091262981293 14.826758310198782 4.4629773953929535 7.9494964182376844 5.3002825230360013 30.09801367437467 4.972459465265274 4.7682199794799081 8.2423572894185764 64.836096812970936 25.99335231631995 2.4177726265043011 13.262345142662523 3.5861140228807926 3.5682368334382764 1.6517416723072527 20.633189599961042 16.99547111988068 11.908420457504688 9.6524719521403295 7.5913307964801788 5.1380798975005719 5.7506686300039291 3.5576212033629426 3.6002869531512278 2.5744953751564026
leaf_count=105 2024 43 507 58 64 62 46 30 34 182 20 55 37 394 154 16 193 19 31 7 94 140 68 53 44 48 40 26 28 11
internal_value=0.000538528 0.001503 -0.016646 0.00208214 0.0038216 0.00164259 -0.000178322 -0.00731697 0.00392299 0.00226043 -0.0126841 0.00376116 0.00484402 0.00226033 -0.0024607 -0.00949112 -0.0126533 0.00291764 0.0033715 -0.0106504 0.00332401 -0.000934631 -0.00767762 0.00863113 -0.00306739 0.00335851 -0.0123953 -0.0126117 0.0157671 -0.0275988
internal_weight=495.397 307.93 9.52234 298.407 3.07472 286.944 159.546 40.625 127.398 112.571 10.2727 102.298 97.5299 118.921 54.0849 24.5233 22.1055 8.84315 29.5616 5.25704 89.2876 49.5371 28.9039 39.7505 33.5875 19.8873 13.7002 8.6957 11.1916 7.03747
internal_count=4633 2609 614 1995 107 1937 1192 273 745 683 54 629 574 919 525 340 324 131 185 112 537 302 208 235 216 146 70 74 72 57
is_linear=0
shrinkage=0.0248114


Tree=265
num_leaves=31
num_cat=0
split_feature=1 0 0 2 4 4 0 2 2 2 0 0 2 3 3 2 4 2 3 1 4 0 2 3 3 2 2 3 0 4
split_gain=5.65698 6.09383 4.89202 5.09442 4.48954 4.05516 6.56046 4.34503 4.73462 3.99545 4.00852 5.12139 4.89309 3.55174 9.91938 9.03181 5.714 4.30455 6.1443 3.43997 4.35713 3.04795 5.41004 4.03893 5.99487 11.1807 4.78593 4.40722 2.97609 2.9715
threshold=70.182199495350019 85.990333302400003 94.770837556450019 -0.160525 44.279556297950009 41.873095646600007 85.823648898300021 -0.13734499999999997 -0.60414999999999985 -0.082654999999999992 85.769879735700016 85.431134011250023 -0.087660000000000002 0.08759500000000002 0.092895000000000019 -0.016014999999999998 41.489621506400006 -0.072755 0.10249000000000003 61.076391807500009 48.393869453650005 86.692020874450009 -0.07490999999999999 0.08729000000000002 0.081775000000000028 -0.094409999999999994 -0.22386500000000001 0.084565000000000015 91.625341543800019 37.232443001650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 13 7 9 8 -1 10 11 19 -13 21 15 -15 17 18 -16 20 -7 22 -3 24 26 -26 -23 -27 -6 -4
right_child=2 4 29 -5 28 6 -8 -9 -10 -11 -12 12 -14 14 16 -17 -18 -19 -20 -21 -22 23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.003344233431521901 0.00096349314912542322 0.0028489099267168974 -0.0014801366478574926 -0.0031802100467876048 0.0003553327713611731 -0.0043596867787432771 -0.0050783609286352161 0.00093649500631620653 -0.0022670607794163722 -0.0021965109637749739 0.0031565535648794144 -0.0041184342370610919 0.0012168119568013859 -0.00027530869004757224 0.001981769627633813 -0.0051085957419497348 -0.00025281216257812977 0.002644788298807643 -0.0017055760717138012 0.0020317001470357022 0.00032550683197245456 -0.0019871570219735777 -0.00033632900411198182 0.0041018092980548556 0.0020250612204205688 -0.00083135558796793929 0.0019285428297961145 -0.0049904653381926904 -0.0033114405345607274 5.9955453766717111e-05
leaf_weight=2.274963427335023 5.2311565903946784 31.487413547933102 17.287918514106423 13.047306341119109 5.9163210932165367 3.0789438122883501 4.2268447279930106 51.299872910603881 11.254558447748421 13.162660651840268 4.6322799026966086 7.0712465792894363 3.1170220375061017 27.975346811115742 16.096159830689434 5.8902509585022917 24.841811887919903 32.089136652648449 8.794763155281542 10.674134189262984 13.241481967270373 4.393387369811534 8.5285187736153585 4.7380244731903067 10.226061828434469 6.3016217201948148 37.111247010529041 6.5282045193016529 5.264578852802515 179.19251522328705
leaf_count=11 48 130 407 286 29 81 38 251 285 210 12 71 14 122 57 44 105 103 41 105 70 29 35 11 34 27 145 51 59 1722
internal_value=0.000216864 0.000488565 -0.000238863 -0.00199431 0.000822945 -0.000148153 -0.000819385 0.00046484 -0.00132353 -0.000491943 4.46252e-05 -0.000343062 -0.00248616 0.000931977 0.000498711 -0.00111596 0.00116702 0.00178602 0.000678912 0.000465783 -0.000558382 0.0013905 0.00217005 0.000940359 0.000708343 -0.000742078 0.00151405 -0.00294764 -0.00137118 -7.55542e-05
internal_weight=574.976 360.217 214.759 18.2785 236.183 124.034 59.2046 64.8294 13.5295 54.9778 41.8151 37.1828 10.1883 225.002 115.687 33.8656 81.8219 56.9801 24.8909 26.9946 16.3204 109.314 40.0159 69.2985 64.5605 23.0559 41.5046 12.8298 11.1809 196.48
internal_count=4633 2170 2463 334 1022 1148 601 547 296 563 353 341 85 934 472 166 306 201 98 256 151 462 165 297 286 112 174 78 88 2129
is_linear=0
shrinkage=0.00354757


Tree=266
num_leaves=31
num_cat=0
split_feature=0 4 0 0 0 1 1 1 0 1 0 3 3 4 2 1 0 1 3 2 3 3 0 1 1 1 0 4 2 3
split_gain=1.23805 2.6117 2.95663 4.25145 3.26883 3.58666 2.55056 3.4777 4.32607 3.46296 5.77506 3.86089 3.32979 3.17944 4.98748 4.53899 2.52484 2.89101 3.28681 2.26172 3.62109 2.85393 4.70637 3.04874 3.47855 2.79706 9.24063 3.36258 2.54548 3.60983
threshold=93.972365491700018 38.238138001450004 94.940210418650011 95.050437202000012 96.631250582750013 73.007768990450018 74.757955233350017 75.629015667650023 96.978061681550017 72.62331947780001 94.75470680765001 0.076130000000000017 0.079605000000000023 39.427119987250002 -0.122165 71.504920895500007 93.843319501450011 69.873026810350026 -0.10696499999999999 -0.094409999999999994 -0.225495 0.074735000000000024 104.22883325935001 83.116371560950014 78.537927364800012 81.339300736700025 104.86330937810001 42.388109226950007 0.059500000000000011 0.09117500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 -2 -4 -5 -6 9 -8 -9 11 -11 -3 -13 -14 -15 -16 17 -1 -19 21 -21 -10 23 24 -23 28 -27 -28 29 -22
right_child=1 6 3 4 5 -7 7 8 19 10 -12 12 13 14 15 -17 -18 18 -20 20 25 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0017325313961143688 -0.029405453765249036 -0.025578300792130835 0.033918014561780035 -0.038871699772907935 0.014520659049735183 -0.011481086695065073 0.011975713386151514 -0.036150221352787552 0.006361640135038836 0.015414604441841154 -0.038832880726513225 0.022081954470342547 0.020109865492207214 0.012288251250620257 -0.023493822100032112 0.0040361383993071584 0.01784145211006424 0.0088855211425188339 -0.025263024593270199 -0.034612162805781381 0.011833906503704909 -0.00063214796366224798 -0.029405382503504093 0.013901313133590153 -0.030614973675611584 -0.034197747140524648 -0.028110897321753696 0.012612454185323779 0.018525441973761134 -0.010082100202317854
leaf_weight=285.59017615066841 4.1212069755420115 4.3958288915455332 1.8286154810339237 2.2159441802650717 5.0383314266800907 14.629441087832673 21.229122476652265 2.271024605492129 12.143157074693589 1.9646494966000307 4.7097667697817087 4.53969707712531 3.8680068394169238 7.6376112252473858 11.439957723021509 6.7136913388967505 6.6401116736233226 3.0148512171581388 5.8640465736389142 1.6478103194385756 15.272388334386052 9.0450317561626488 6.2048846008256069 5.5145081728696814 3.917471168562769 4.9450605763122466 1.6160839805379499 12.601127933943642 14.051060840487478 8.1386160068213922
leaf_count=2041 48 63 7 27 19 473 104 67 117 14 69 26 21 39 240 38 35 23 98 36 60 54 279 35 103 61 134 188 50 64
internal_value=0.000570697 -0.00109892 -0.00862637 -0.00501496 -0.00826823 -0.00482017 0.000179654 0.00222833 0.000103117 -0.00518752 -0.0228648 -0.00213048 0.000883431 -0.00236125 -0.00573132 -0.0133125 0.00163365 0.00126818 -0.0136678 0.000968886 0.00422736 -0.00418733 -0.00937729 -0.00265152 -0.00969343 0.00535762 -0.00290197 0.00798339 0.00958249 0.00421501
internal_weight=492.809 191.7 27.8335 23.7123 21.8837 19.6678 163.867 118.597 97.3682 45.2692 6.67442 38.5948 34.199 29.6593 25.7913 18.1536 301.109 294.469 8.8789 95.0972 58.2721 36.8251 24.6819 18.477 12.9625 56.6243 19.1623 14.2172 37.4621 23.411
internal_count=4633 2436 574 526 519 492 1862 1352 1248 510 83 427 364 338 317 278 2197 2162 121 1181 593 588 471 192 157 557 383 322 174 124
is_linear=0
shrinkage=0.0265789


Tree=267
num_leaves=31
num_cat=0
split_feature=4 4 4 1 3 2 1 3 2 3 4 3 0 4 3 0 0 3 4 0 2 1 1 1 0 4 4 4 0 1
split_gain=1.14089 2.42633 3.31043 3.20706 2.38057 2.14954 2.12977 2.0961 2.74426 2.08278 2.02604 2.01007 1.92924 2.04212 1.88383 1.93874 1.79811 2.2805 2.31056 1.85973 1.85376 1.86328 5.2493 1.6505 1.61967 2.83347 4.00648 4.86231 3.08467 4.80506
threshold=49.064150740050003 47.927946529500012 45.700098835450007 88.512107028750009 -0.23921499999999998 -0.15734499999999998 67.254468591300011 -0.25215499999999996 -0.088465000000000002 -0.27297999999999994 45.044778924400006 -0.15544999999999998 93.047535894850014 41.489621506400006 0.076130000000000017 96.324766355850002 78.252950803000019 -0.25420999999999999 35.771221912400001 67.058211147750015 0.63131000000000015 58.309968391300011 59.240174904450008 87.143681840350013 93.972365491700018 37.817254840650008 37.041406607950009 36.558960102350007 93.843319501450011 66.859265246100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 23 -4 -8 -9 12 -5 -6 13 -1 -13 -16 17 -11 -19 -20 21 -18 -23 -2 25 26 27 -24 29 -27
right_child=5 4 6 10 11 -7 7 8 -10 16 -12 14 -14 -15 15 -17 20 18 19 -21 -22 22 24 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0016636947060491378 -0.0052234749423152428 -0.0089003157907199988 -0.028160567748095545 -0.024592632918566042 0.026875256910811558 -0.016736739868505903 0.018461062451034297 -0.022856076173470272 0.0030331963858118453 0.025091162083917106 0.026679100514586735 -0.00442009338711917 -0.029252357665495787 -0.028741670043976767 0.024345446748560654 0.0024329720396092185 0.021444426500700924 0.010277937567231528 0.017871786142482571 -0.021951573820387781 0.014574080519418872 -0.028539903893828763 0.0078748176274659101 0.012907572452570751 -0.00066745359112554731 0.0020900003955678027 0.021612421456039733 -0.020721902197467057 0.019033479958562149 -0.0094925063661018601
leaf_weight=5.8791973257902992 8.8548157233744877 3.4111368563026216 2.9291661875322452 3.7742431550286701 3.6937598995864453 5.7289278488606206 1.5393332894891489 4.4573607486672682 4.0887693031691015 0.94933904381468792 0.44920429121702898 4.3587464950978712 2.0683261542581022 1.4304599498864261 4.4781413339078409 3.9652699222788215 2.3394352681934825 1.8919668290764073 0.67561852000653733 6.3650717292912304 5.4175683474168173 3.1054322663694611 21.923393688630316 3.7110715829767278 146.31062888773158 194.92167583853006 8.9069330021738988 3.6063060108572236 5.0456927586346856 20.630033554509282
leaf_count=85 81 24 97 515 10 223 9 83 46 20 2 31 45 69 18 33 8 34 8 269 46 46 118 41 1365 1053 29 22 21 182
internal_value=0.000440179 0.000658458 0.00031256 0.000651362 0.008455 -0.00515094 -0.0110295 -0.00605406 -0.0104697 0.000845086 -0.0191394 0.0120439 -0.00979273 -0.00428647 0.0077646 0.0140547 0.00108144 -0.00853909 -0.0121132 -0.0181302 0.00131207 0.00113545 0.00101798 0.00013115 0.00124669 0.00234481 0.00843328 0.00383527 0.00139436 0.000981461
internal_weight=486.907 468.612 448.705 435.691 19.9071 18.2948 13.0146 10.0855 8.54613 431.467 4.22345 16.4959 9.37798 7.30966 12.8022 8.44341 422.089 9.882 8.93266 7.04069 412.207 406.79 404.45 12.5659 401.345 255.034 34.4366 25.5297 220.597 215.552
internal_count=4633 4288 4172 3937 116 345 235 138 129 3420 517 92 199 154 82 51 3221 331 311 277 2890 2844 2836 122 2790 1425 169 140 1256 1235
is_linear=0
shrinkage=0.0228222


Tree=268
num_leaves=31
num_cat=0
split_feature=4 3 2 4 0 0 0 4 1 3 1 4 0 2 2 2 4 1 0 1 0 2 2 0 0 2 3 2 0 1
split_gain=1.20893 2.24104 3.37848 1.86048 1.49695 1.0663 3.12063 3.06132 3.58057 4.51771 2.86869 2.86206 4.94167 2.81363 4.25852 4.04395 3.42754 3.07841 2.89741 2.68401 2.65693 4.05021 5.20181 3.23637 2.64818 5.81136 2.40899 2.24184 2.18153 4.83048
threshold=33.036871954450007 0.088565000000000019 -0.10771499999999999 33.361153777850006 80.503190258150013 91.109157582800023 90.321439350550008 38.396531328800009 65.130586668250018 -0.16179999999999997 67.606656606400023 38.751720283100006 93.308316333500017 -0.054875 -0.101255 -0.102645 37.345948426100009 69.999384342500022 101.31992156225002 66.439865777750015 94.300357383600002 -0.011849999999999999 0.26056000000000007 95.217121606100008 81.90387694410002 -0.23168999999999998 -0.25098999999999999 -0.079369999999999996 86.09518316945001 63.910026677050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 -3 6 7 24 28 -10 19 12 -12 14 15 16 -14 -15 -19 -7 21 -13 -23 26 25 -5 -22 -28 -9 -30
right_child=3 4 -4 5 -6 10 -8 8 9 -11 11 20 13 17 -16 -17 -18 18 -20 -21 23 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.028826834489310241 0.019329808106934864 0.0053438717527852092 0.016139549453227982 0.029486824966928209 -0.040186274840900621 -0.0014168433261087016 0.01258757636881867 -0.0022289333847046598 0.011342384683999143 -0.029398871823611995 -0.037589472273007379 0.014038095592102741 0.0014154907260180583 0.022168352116333671 -0.02983218798131106 0.034654951248317238 -0.03183490090300415 0.0020117753047618988 -0.026967383732724878 -0.025500848512080374 0.015767177751706274 -0.033869178986998767 0.018196303347435595 0.0010201934896059363 0.011077876313606173 -0.029378466931940649 -0.024975942016328811 0.0013602431149033452 0.003982295067359351 -0.021329493094193512
leaf_weight=1.5316870597889645 3.1353156538680187 0.56912696827203069 2.8578329398296765 1.5187683701515196 1.775465562357567 5.7808406967669708 14.354570067487655 96.435173366917297 2.3609893545508385 5.2067470075562587 2.7778162052854887 18.460645911749456 5.9724100444000161 3.7742372155189541 5.1070656365482145 1.4927192397881306 2.6807773711625487 13.712204173207285 2.422978308517485 5.287812314927578 1.5173219367861737 2.6571685550734392 2.0127466470003128 134.93251508148387 26.011823903769255 2.9356317743659046 6.7083098439034066 2.7076644869521251 100.89311290159822 4.7098200470209113
leaf_count=121 18 8 57 9 73 42 70 928 14 75 22 128 126 11 114 6 64 74 100 58 8 44 6 1455 118 102 216 36 500 30
internal_value=0.000427506 -0.00985097 0.000448898 0.000573051 -0.0291343 0.000448571 0.00152292 0.000861334 -0.000190418 -0.0166884 -0.000805267 -0.000157141 -0.00622076 -0.00374264 -0.0116379 -0.00247965 -0.00888556 0.0023061 -0.00233995 -0.0129225 0.00120416 0.00889649 -0.0114288 -1.56453e-05 0.00809733 -0.00930781 -0.0127994 -0.0174027 0.000427546 0.00285341
internal_weight=482.301 6.73411 4.38952 475.567 2.34459 472.432 254.427 240.072 209.606 7.56774 218.005 206.937 37.9402 35.1624 15.253 10.1459 8.65319 19.9094 16.1352 11.0687 168.996 23.1306 4.66992 145.866 30.4662 4.4544 10.9333 9.41597 202.038 105.603
internal_count=4633 259 178 4374 81 4356 1846 1776 1547 89 2510 2410 517 495 310 196 190 185 174 100 1893 178 50 1715 229 111 260 252 1458 530
is_linear=0
shrinkage=0.0244299


Tree=269
num_leaves=31
num_cat=0
split_feature=4 3 2 4 0 4 3 2 2 2 1 2 4 1 3 3 4 3 1 0 0 2 1 0 2 3 2 2 4 2
split_gain=1.03316 1.92355 2.93789 1.5682 1.34727 1.008 1.82598 0.891065 3.24051 3.81515 7.55386 2.17002 2.50113 2.02996 1.23027 2.76163 3.60829 3.18221 3.08125 6.44154 3.47035 2.7407 2.61199 2.31378 2.09079 3.67862 2.87388 4.21782 2.35832 1.58262
threshold=33.036871954450007 0.088565000000000019 -0.10771499999999999 33.361153777850006 80.503190258150013 51.757767929250001 0.074735000000000024 -0.59614999999999996 -0.54488499999999995 -0.58319500000000002 75.629015667650023 -0.63026499999999996 40.574766824850009 78.27445846800002 0.18642000000000006 0.10487000000000003 37.817254840650008 0.11768500000000003 63.452988794850008 86.538778761000017 93.72771580185001 -0.059424999999999999 70.940344688150006 86.103248543850015 -0.24150999999999997 0.093185000000000032 -0.26416999999999996 -0.27494999999999997 39.571921479100006 -0.0025899999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 7 -7 11 9 10 -9 12 -5 -13 15 24 17 -17 19 21 -20 -18 -22 -23 25 26 27 28 -10 -26
right_child=3 4 -4 5 -6 6 -8 8 14 -11 -12 13 -14 -15 -16 16 18 -19 20 -21 22 23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.027766349836709957 0.01756550072640601 0.0047008558760110826 0.014421138875566513 0.0072734734332179536 -0.037763178277895243 0.01122644977212138 -0.025159310444280537 0.022272098898597031 -0.039137006470077007 -0.030464750782328475 -0.029619553509539251 0.0036219323835810198 -0.024473452502787738 0.024410480384564094 0.0068803492647662463 0.016551195020166613 -0.0051026088351487338 -0.014815210559605659 -0.040820335032803169 0.015648095881061239 0.014666578430668785 -0.043479290050845665 -0.018335079724189667 -0.011836247374599486 0.0021825194660386646 0.01108435526210576 -0.024773194616753945 0.028750487989726778 -0.0010688318276643014 -0.0016877397343360765
leaf_weight=1.400312573648989 3.0293706664815536 0.56710185762494836 2.8058073499705634 3.3743430636823204 1.6617174891289321 1.1995937330648296 2.233975422102958 3.5079501755535603 1.4792582432273778 4.1609351697843504 2.8996834197314456 6.5507685337215644 2.4053675141185522 4.4731917686294764 16.978531166678295 6.5572844480629993 9.8310616165399516 2.5390716495458037 3.0824028737843019 6.6035200431942931 1.741152226924896 2.4184906445443675 6.1539643846917897 2.8470770493149757 285.38420408091042 4.531839639414101 6.5340755153447398 1.7764628473669297 2.439723351970315 75.636662463657558
leaf_count=121 18 8 57 36 73 16 144 12 33 117 75 38 23 30 108 48 53 24 29 26 7 26 81 17 2343 32 160 6 46 826
internal_value=0.000375642 -0.00909169 0.000375969 0.000505161 -0.0269586 0.000394573 -0.0124471 0.00048962 0.000287503 -0.0127283 -0.00121073 0.00586745 -0.00593878 0.0120573 0.000602617 0.000348571 -0.00545535 0.00779587 -0.00914404 -0.00394857 -0.0194143 -0.0125205 -0.011057 -0.02637 0.000990351 -0.00722284 -0.0140069 -0.00165522 -0.015438 0.00137167
internal_weight=476.805 6.43494 4.20612 470.37 2.22882 467.341 3.43357 463.907 447.103 10.5686 6.40763 16.8037 5.77971 11.024 436.535 419.556 41.774 9.09636 32.6777 21.7001 10.9775 15.0966 7.89512 5.26557 377.782 16.7614 12.2295 5.69544 3.91898 361.021
internal_count=4633 259 178 4374 81 4356 160 4196 4069 204 87 127 59 68 3865 3757 311 72 239 122 117 96 88 43 3446 277 245 85 79 3169
is_linear=0
shrinkage=0.0237885


Tree=270
num_leaves=31
num_cat=0
split_feature=0 4 4 0 4 4 1 2 0 0 0 0 2 4 0 1 1 0 4 0 0 3 3 4 3 2 2 0 0 1
split_gain=4.61294 7.37569 5.87746 6.93783 6.3159 5.14216 4.70946 4.48367 4.34899 4.28182 3.71154 3.68162 3.56943 3.45341 5.19666 4.99004 3.85007 6.18807 5.51386 5.14075 3.40255 3.20685 6.28662 3.17119 3.04531 3.29774 4.24334 4.70246 2.97225 4.29725
threshold=102.75018128760001 44.749265482150008 42.720329370750001 100.19345760555002 42.684965421050009 42.620627117000005 80.677940036650014 -0.070854999999999987 97.32487278035002 75.381677519650012 122.35979489110001 102.32271644485002 -0.053874999999999999 42.154118731400011 86.692020874450009 61.923256118600001 64.369753017350021 87.261973998100004 41.976795488650005 87.525442894850016 86.866770652900016 0.075320000000000012 0.078385000000000024 41.529896397300007 -0.20885999999999996 -0.086139999999999994 -0.085550000000000001 104.03526427400001 86.866770652900016 75.180043159850015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 24 4 7 5 9 -3 8 -4 -1 21 13 -9 16 15 -15 17 20 19 -18 -11 -8 -23 -19 -2 -26 -27 -28 -14 -30
right_child=1 6 3 -5 -6 -7 10 12 -10 11 -12 -13 28 14 -16 -17 18 23 -20 -21 -22 22 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.0025938095585259346 0.00038164940718076417 -0.00362714437222383 -5.1715584846970172e-05 -0.003842987144040353 0.00316034338168703 -0.0032066880612797053 0.0030640362597125475 -0.0064234326742980677 0.002775744205837915 0.00083073567267172646 -0.0039695465881032423 0.0030136650400504096 -0.0031708266887799032 0.0013752263768405958 0.0004004014416058806 -0.0042690174705736798 -0.0050236461890991483 0.0032086844338794721 0.0031382502252635044 0.00016322283838222554 -0.0020275262160878034 -0.0040656492237109163 0.0019716098083435727 4.6094564807811543e-06 -0.0042512729490484071 0.0067614162224207183 0.0012095989911893963 -0.003401257000257838 0.0006998690312481912 -0.0047295877171707121
leaf_weight=5.9885164983570567 5.7728522960096624 3.1602278295904425 87.358512169681489 7.4469797145575276 12.171195041388271 5.172067502513527 10.530904173851019 1.9420683737844253 8.1259752288460714 112.80567342415452 1.7735370262525965 8.1544004604220373 6.9298627935349968 2.9375175684690458 21.58444594219327 7.891080966219306 2.656439837999641 22.866734609007839 8.4659518115222436 153.91241823416203 5.9942946210503569 3.3033214444294563 8.2295775143429619 5.1773461848497382 9.9189625594299322 0.80366615764796989 4.3815805073827443 9.7477970432955754 11.794452255591748 2.3970784163102499
leaf_count=264 128 46 758 118 71 39 38 21 50 507 69 28 118 15 109 69 40 95 33 930 30 91 61 25 374 4 29 354 69 50
internal_value=0.00019535 -0.000795284 0.000309113 -0.000381853 0.000540787 0.000453101 0.000613378 -0.000164431 0.000188909 0.000505911 0.00117556 0.000558579 -0.00162728 0.000500431 -0.000648041 -0.00273788 0.00061979 0.00105523 0.000232347 7.52194e-05 0.000686516 0.00158914 0.000242382 0.00261717 -0.0020371 -0.00259895 -0.00150143 -0.00197141 -0.00118629 -0.000217216
internal_weight=559.395 57.6224 501.773 125.995 375.778 363.607 26.9976 118.548 95.4845 358.435 23.8373 352.446 23.0635 344.292 32.413 10.8286 311.879 146.844 165.035 156.569 118.8 22.0638 11.5329 28.0441 30.6249 24.852 14.933 14.1294 21.1214 14.1915
internal_count=4633 1194 3439 1184 2255 2184 305 1066 808 2145 259 1881 258 1853 193 84 1660 657 1003 970 537 190 152 120 889 761 387 383 237 119
is_linear=0
shrinkage=0.0036968


Tree=271
num_leaves=31
num_cat=0
split_feature=0 4 0 2 2 4 1 3 3 4 2 2 2 3 2 4 1 0 1 1 4 4 4 1 0 2 4 3 3 3
split_gain=4.93858 6.14505 6.34459 4.07572 5.23014 4.76261 3.85768 4.60592 3.23558 5.14102 10.6424 4.14742 10.9684 3.89274 3.56579 6.25679 5.23224 5.35817 6.85828 4.67653 3.93285 4.44398 3.78342 3.68419 3.64653 3.51676 3.31964 3.67967 3.14914 3.59086
threshold=98.230883170350012 44.461493122800007 75.994645973400011 -0.61402999999999996 -0.237895 44.952171034750002 78.196493182200015 0.087700000000000014 0.084365000000000009 42.081757894750005 -0.11692 -0.087660000000000002 -0.082654999999999992 0.087245000000000031 -0.078549999999999995 37.688226470200007 72.62331947780001 86.681267041950008 62.020040611300011 62.425997789000007 39.525197829750006 41.257948413050009 43.084051236300006 61.987779113750001 93.72771580185001 -0.038374999999999999 43.968221017800005 0.08846500000000003 0.088145000000000015 0.10176000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 -5 -6 7 -2 14 -10 -11 26 -13 -14 15 -4 17 18 23 20 -17 -22 24 -16 -21 -18 27 -12 -15 -30
right_child=6 3 8 4 5 -7 -8 -9 9 10 11 12 13 28 16 19 25 -19 -20 22 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0024681592633631539 -0.0039942496664489091 0.0038351181656757351 -0.0023880591364346848 -0.0039057708687992273 -0.0035285529492208637 -6.4719575265364073e-05 -0.00012155595202971987 -0.00070017556742046167 0.00063748283995159025 0.0021619272323739401 -0.0015248672271715249 0.0023793496971785469 -0.004087030757859357 0.0017936157499867978 -7.1938398538940078e-05 0.0029595924008857495 0.00076732932730033275 0.002408614296232531 -0.0033517553871489606 0.0019766050046849302 -0.0041495616967400662 -6.9529711573638233e-05 0.0035972202264860378 0.0035806514983660873 -0.0014981990640407152 -0.0039071167321261119 0.0012687550012830582 -0.0050128925772297585 -0.0028743730791966587 -0.00018737026455646846
leaf_weight=8.1466654422692937 6.781888333149257 2.0460260063409796 8.1374017996713501 6.2883612518198779 5.3151917001232496 31.435844815336168 100.57606406067498 17.171662522479892 179.46415874361992 14.680421777069567 7.5081512425094861 11.185623697936533 5.552606686949729 4.0060501620173481 7.4956689178943652 3.8620553649961975 4.4636930972337723 46.411744814366102 4.5709610451012841 10.741267416626217 3.6588596701622036 18.608490820974112 9.0838061757385713 5.4717657938599586 5.1021941304206839 3.1403279285877934 2.2824738360941401 6.4315025843679905 10.817518975585701 12.032999709248541
leaf_count=358 125 6 70 162 104 247 1439 132 925 55 62 36 50 23 34 14 18 205 34 48 43 97 37 14 36 33 8 65 84 69
internal_value=0.000182445 0.000351548 0.000487357 -0.000831834 -0.00105369 -0.000565683 -0.00041225 -0.00163282 0.000549943 0.000327246 -0.000420116 -0.00105381 -0.0005102 -0.00150749 0.000982504 0.00036802 0.00149084 0.00180642 0.00021282 0.000807283 -0.000193131 -0.00073994 0.00185594 0.00146932 0.000857587 -0.00116314 -0.00251468 -0.00313418 -0.000974171 -0.00145941
internal_weight=562.471 437.942 392.856 45.0854 43.0394 36.751 124.53 23.9536 384.71 253.962 74.4973 59.8169 43.5948 32.4092 130.748 59.1941 71.5542 63.9501 17.5384 51.0567 26.1294 22.2674 24.9273 12.9674 15.8435 7.60402 16.2221 13.9397 26.8566 22.8505
internal_count=4633 2937 2418 519 513 351 1696 257 2060 1377 452 397 262 226 683 345 338 287 82 275 154 140 121 48 84 51 135 127 176 153
is_linear=0
shrinkage=0.00338432


Tree=272
num_leaves=31
num_cat=0
split_feature=1 0 0 3 4 2 3 3 3 2 2 2 0 2 2 3 3 4 2 3 0 1 3 2 1 1 2 2 2 3
split_gain=6.08512 7.34155 4.87589 5.66087 4.44886 3.84508 4.085 3.84378 4.72002 3.52369 5.44202 4.73726 3.93152 6.66257 3.81935 3.5341 7.12252 4.88813 6.07889 4.12812 3.34909 3.68644 3.87274 3.46782 3.3274 4.30775 4.18621 7.16339 3.25726 2.97048
threshold=70.182199495350019 85.705356740550016 95.217121606100008 -0.089139999999999997 37.232443001650005 -0.11692 0.094235000000000027 0.090465000000000031 0.092675000000000021 0.17437500000000003 1.0000000180025095e-35 -0.017745 85.398872513700013 -0.089569999999999997 -0.07490999999999999 1.0000000180025095e-35 -0.15148999999999999 39.476991512000005 -0.23353499999999996 0.083745000000000028 98.230883170350012 77.621163142300006 0.087700000000000014 -0.087660000000000002 74.927328095600004 72.62331947780001 -0.070854999999999987 -0.095854999999999996 -0.61402999999999996 0.08574500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 5 6 -4 -5 -9 10 11 12 14 -14 15 16 17 -1 -19 -17 24 22 -22 -24 25 26 27 -6 -23 -21
right_child=2 -3 4 7 20 -7 -8 8 -10 -11 -12 -13 13 -15 -16 19 -18 18 -20 29 21 28 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0036609581214745311 0.0007710405714094681 0.00068058930548246354 -0.0021538550933176527 -0.0035629525849934854 0.0012497527390231916 -0.0028202786046777053 0.0026186081704588633 0.0016210207371229802 -0.0028507657427471042 0.0017720490843932391 -0.0032254724286656074 0.002533947943965967 -0.0044763491927683301 -0.00031632239927088996 -0.003341477593366368 0.0032996557572203774 -0.0029044479012246037 -0.00063833904228621926 0.0036629538070263338 -0.003655604952855428 -0.0037581659043006148 -0.0041763710018335965 0.00092177700733910494 -0.0024240289939009407 0.0014053861705939576 -0.0026995883212665478 0.0018395396125134727 -0.0042106338201443024 0.00011402408415392073 0.00068362973398889283
leaf_weight=2.2854124531149855 8.2666201889514941 276.13335864618421 3.6372879818081882 11.352674919646235 5.891371455043557 10.237117842771111 3.5355395218357444 4.2872673831880075 5.2473690090700984 7.0283704865723839 7.0011835009790948 5.4296521963551632 6.1724205203354385 10.22137241438031 3.3955552801489821 5.9180056825280216 9.1895838622003811 7.116599046625196 6.0994677059352389 1.7610073639079953 5.4367299694567945 1.8032140098512162 6.9761907458305359 5.5683749578893167 31.818237602710724 5.1748128198087207 11.246167443692682 4.054452836513522 92.851605013012886 15.093708386644719
leaf_count=72 61 1197 126 294 28 232 39 24 81 38 161 35 75 62 42 23 212 65 16 71 93 30 33 55 131 35 38 40 1123 101
internal_value=0.000177957 0.000428571 -0.000240354 -0.00144352 -5.40021e-05 -0.00157654 0.000198527 -0.00231999 -0.000840018 -0.000373975 -0.000563261 -0.000306823 -0.000536171 -0.00188261 -0.000102165 0.000129575 -0.000698966 0.000608488 0.00134679 0.00102791 0.000101174 -0.00021701 -0.00152934 -0.000563384 0.000717122 -0.000113444 0.000518059 -0.000976194 3.22903e-05 0.00023026
internal_weight=580.231 362.846 217.385 29.1539 188.231 17.4099 7.17283 20.8873 9.53464 86.7123 79.684 72.6828 67.2531 16.3938 50.8593 47.4638 24.6911 15.5015 13.2161 22.7727 170.821 112.636 17.9813 12.5446 58.185 26.3668 21.192 9.94582 94.6548 16.8547
internal_count=4633 2170 2463 460 2003 397 165 399 105 973 935 774 739 137 602 560 365 153 81 195 1606 1334 181 88 272 141 106 68 1153 172
is_linear=0
shrinkage=0.00316168


Tree=273
num_leaves=31
num_cat=0
split_feature=0 1 1 3 0 2 2 0 4 2 1 3 3 2 2 4 0 0 3 4 1 1 0 0 1 1 3 4 4 2
split_gain=1.13413 2.33975 4.99517 2.12937 1.60788 1.58661 3.35707 1.4484 3.34038 1.95826 1.69645 1.75538 5.24375 1.37995 1.54945 1.3354 2.26087 3.22449 1.31119 1.26537 1.23527 4.36842 3.46859 4.5513 3.64962 2.91633 8.54351 3.1257 2.63335 4.06024
threshold=76.535026057600007 58.309968391300011 59.98487780655001 -0.27297999999999994 113.1679565431 -0.088274999999999992 -0.013285 73.921844754800006 35.771221912400001 -0.23381499999999997 54.884872733100003 -0.10696499999999999 0.070640000000000022 -0.066979999999999998 -0.078504999999999991 32.724174661450007 93.501885318850015 94.109476856350014 -0.23921499999999998 33.361153777850006 66.859265246100009 66.235542959850008 92.168410086200012 90.321439350550008 67.606656606400023 65.644082171150004 0.10385500000000002 38.396531328800009 40.165165956550005 -0.057599999999999998
decision_type=2 2 2 2 2 2 2 2 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 13 15 -6 -7 9 -9 18 -11 -12 -13 14 -4 16 -5 -18 -1 -17 21 25 23 24 -22 27 -27 -21 29 -29
right_child=1 2 3 4 5 6 -8 8 -10 10 11 12 -14 -15 -16 19 17 -19 -20 20 22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.034193579303787892 0.014769479704395115 -0.025415079536069838 -0.013212198553335129 -0.037655697429497849 -0.021972264905617711 0.018671554086467836 -0.026419979017159444 0.014230755760940437 -0.027901112189040865 -0.024808765593991287 0.016848050969137548 -0.029417999781524127 0.022344727621494954 -0.031192255357312064 0.013185332939978794 0.015782643779604064 0.028890807250577855 -0.028018933826766391 -0.00078668556301838871 0.010904537979046322 0.026999575009672115 0.017644174825384423 0.00057967627420706092 -0.024378785351372868 -0.017061487403874098 -0.039187040773601925 0.017347855862585495 -0.016266191258779844 0.0022447392377695028 0.0037497006751350155
leaf_weight=1.5236990421544763 6.769680328667163 4.2978599779307833 5.0932473619468501 1.3867240385152393 3.5060406795237213 2.3584979524603118 1.6232224013656367 1.5307953464798618 3.8567182775586843 1.0967398937791593 4.9440964928362519 2.3128075236454588 2.2468352103605866 1.6333591802977006 1.7362762391567237 3.46931327600032 1.1953520476818087 1.1258344724774358 1.241735510062427 21.272319906391203 2.3618922233581525 10.435710519552229 195.35520181036554 7.4396275840699673 2.0405108435079455 3.5627051033079615 2.7643899545073509 11.960578538477423 159.61928176786751 11.650101207196711
leaf_count=52 32 62 76 20 248 58 137 21 170 112 39 29 14 41 6 20 3 63 39 108 7 44 1967 82 53 39 10 66 963 52
internal_value=0.000450984 0.000686798 0.000477678 0.000724104 0.000953103 -0.0101344 0.000289151 -0.00536668 -0.0159299 -0.00110888 0.00360893 0.00688836 -0.00391111 -0.0112666 -0.00650113 0.00114368 -0.0132765 0.00128814 -0.0191932 0.00126747 0.00114993 0.00240378 -0.000189049 -0.0128705 0.0065773 0.00164941 -0.0144862 0.00214863 0.0011321 -0.00638985
internal_weight=481.411 462.658 455.888 451.59 443.127 7.48776 3.98172 18.7534 5.38751 13.3659 10.6005 9.50374 4.55964 8.46288 6.82952 435.64 3.70791 2.32119 2.76543 431.932 428.462 221.265 207.197 11.842 4.4024 210.829 6.3271 204.502 183.23 23.6107
internal_count=4633 4157 4125 4063 3940 443 195 476 191 285 194 82 43 123 82 3497 86 66 91 3411 3391 1282 2109 142 60 1238 49 1189 1081 118
is_linear=0
shrinkage=0.0241316


Tree=274
num_leaves=31
num_cat=0
split_feature=4 0 3 2 2 2 0 2 0 4 1 1 4 0 2 3 4 1 2 4 4 3 3 1 0 3 3 2 0 3
split_gain=1.10422 4.10577 3.14156 2.04631 4.98324 5.43003 6.70974 3.61168 4.97524 6.45869 6.1902 4.64442 3.53411 3.49399 4.58128 5.26776 4.80169 2.91835 3.10695 3.70119 3.1909 3.65096 3.13763 2.8728 3.21858 3.29452 5.64909 5.01674 6.19175 4.16584
threshold=42.154118731400011 104.03526427400001 -0.225495 -0.064729999999999996 -0.053874999999999999 -0.043559999999999995 95.44832900530001 -0.086139999999999994 86.264556031700025 41.542492784600007 62.907231794400012 62.00390986255001 39.788107623550012 91.498984011650009 -0.081844999999999987 0.098950000000000024 40.00488309970001 83.116371560950014 -0.14510999999999999 35.771221912400001 38.804629908750009 0.084805000000000019 0.095830000000000012 81.339300736700025 101.91675926715001 0.084365000000000009 0.091885000000000022 0.22387500000000005 96.324766355850002 0.087795000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 7 -5 6 -6 12 9 -9 11 -10 17 -12 -15 16 -16 18 19 22 -21 -22 -1 24 25 -7 27 28 29 -27
right_child=-2 2 -4 4 5 23 -8 8 10 -11 13 -13 -14 14 15 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.012495763790690461 -0.0012563723449179477 0.0063886409796966573 -0.03034832966329052 0.01910538352192992 -0.045830354314499423 0.010841532700493364 0.0062151820338607802 -0.010033983163650326 -0.01384765929878091 0.028800643473216699 0.02048178172404095 -0.057603047242214114 0.0068719296248566167 -0.044268088109455421 -0.017384656572149288 -0.040312325074641102 0.022199755860634187 0.02312054826358978 0.0014000085198167364 -0.039828733479210746 0.008596376829288533 -0.033131582095753953 0.024416262995578423 -0.018373601048603826 0.023142110795627172 -0.0020060549011679677 0.0056407517013588064 -0.046470453807205957 0.021829004238946362 -0.040401002290213317
leaf_weight=4.8676570809911928 183.57375591760501 2.8674250999465585 5.6526331904460658 17.334107495844364 4.0663240216672403 34.300219693221152 4.0314903110265732 8.305338451638816 3.9652490541338947 6.0492402464151374 3.4246487766504314 3.9650518596172333 66.700787849724293 2.8371353298425701 4.3997297193854994 2.6169656477868548 5.8136891424655914 3.2306962874718002 26.879258084110919 5.360494136810301 3.7572882063686848 3.1504829558543861 3.0684078708291054 4.3293304154649368 7.715374211780726 4.9900103732943553 37.992134589701891 3.2016735896468154 4.2658075541257849 4.299305634573102
leaf_count=112 2024 107 507 75 28 221 16 42 22 27 14 30 412 35 45 39 28 21 180 141 25 27 19 55 37 36 216 42 12 38
internal_value=0.000482617 0.00157052 -0.0179845 0.00215529 0.004866 0.00260551 -0.0199195 -1.00662e-05 -0.00726961 0.00633153 -0.0144947 -0.0357248 0.00255694 -0.0056763 -0.011394 -0.00412468 0.00514761 -0.00316337 -0.00496687 -0.0134372 -0.0232782 -0.0104348 0.00177594 0.00440981 0.00542916 0.00389448 -0.000457857 -0.014285 -0.00668295 -0.0197761
internal_weight=477.012 293.438 8.52006 284.918 126.526 109.192 8.09781 158.392 41.377 14.3546 27.0225 7.9303 117.015 19.0922 15.6675 12.8304 10.2134 50.3143 47.0836 20.2043 12.2683 6.90777 7.93606 101.094 96.7645 89.0492 54.7489 16.7568 13.5551 9.28932
internal_count=4633 2609 614 1995 776 701 44 1219 282 69 213 52 937 161 147 112 73 525 504 324 193 52 131 657 602 565 344 128 86 74
is_linear=0
shrinkage=0.0285878


Tree=275
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 4 2 2 1 2 1 4 2 2 3 2 2 3 3 3 1 3 3 1 4 4 1 1 0 0
split_gain=6.18159 7.29403 4.83989 6.48194 3.89774 3.67463 3.50299 3.84297 3.38265 4.16161 4.37399 5.64126 6.5719 5.46069 7.10036 3.41119 6.02998 3.02572 3.16051 3.02494 5.4795 6.31095 4.99734 3.85182 3.54532 3.02327 3.07737 5.12219 3.91364 3.82784
threshold=70.182199495350019 85.705356740550016 96.631250582750013 97.789976036950009 -0.089139999999999997 36.772607578000013 -0.61402999999999996 -0.59614999999999996 78.537927364800012 -0.50748499999999985 81.339300736700025 44.749265482150008 -0.17605999999999999 -0.09280999999999999 -0.15148999999999999 -0.084729999999999986 0.19977000000000003 0.099855000000000027 0.12001500000000002 -0.15544999999999998 61.993156030000002 1.0000000180025095e-35 0.083905000000000021 55.782817748650011 38.060777288450005 38.238138001450004 71.053259929650025 70.816675614150014 95.550490414250007 94.770837556450019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 4 -4 -2 -5 -7 -8 15 -10 13 12 -12 14 -11 -9 -17 19 -19 23 21 24 -23 -1 -21 -6 27 29 -28 -27
right_child=2 -3 3 5 25 6 7 8 9 10 11 -13 -14 -15 -16 16 -18 18 -20 20 -22 22 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.003830844416206459 0.0004963997364313082 0.00073458174860408692 0.0012013275768079602 -0.0024764165316082426 -0.0043267683892661089 -0.0044359850087487855 0.002300381292134058 -0.00016993805114368308 -0.0039014482731662215 0.0030709691257289075 0.0021667086470143911 0.00076592623390506741 -0.0023043559972087684 0.0018601334325686943 -0.0042655126603009727 -0.0035942094754789697 0.0015619238761892277 0.0014976935992618207 -0.0018540271935243771 0.00036056500910234683 -0.0033764646020547138 0.0020754661457065469 -0.00090679550274055053 0.00083427239949840945 -0.004146419701217951 -0.0040047368171229744 -0.0037450373856294417 0.0030653881103012886 -0.00065402940216504821 0.00076496643542676242
leaf_weight=2.2429833738133338 11.232427656650541 270.18980989418924 39.363056544214487 8.634156931191681 4.5958106629550448 2.1785337245091787 6.9467755611985913 16.193672915920619 2.8853576658293596 2.3476011380553246 4.5219095554202786 23.598898564931005 21.088776962365959 25.954393517225981 4.1098055262118569 11.230326825752853 3.3308417648077002 15.172620397061111 4.0335110742598763 2.739455580711363 10.208930807188151 10.460101377218963 16.251552861183882 18.859824789687991 7.1008399780839682 3.859729968011381 9.5649380795657652 3.9673582185059786 9.009365074336527 3.7642643339931965
leaf_count=100 77 1197 159 328 68 35 35 122 80 7 47 249 525 110 57 118 21 69 30 57 211 51 126 153 176 71 264 12 50 28
internal_value=0.000188936 0.000461601 -0.000257136 1.65949e-06 -0.00122709 -0.000353341 -0.000205971 -0.000130565 -0.000277077 7.07301e-05 0.000211149 -0.000421125 -0.00151493 0.0011711 -0.00159832 -0.00123277 -0.00241475 -0.000385498 0.000793793 -0.00071925 -0.00119657 -0.000587727 0.000261038 0.000338425 -0.00289171 -0.001784 -0.00139661 -3.59038e-05 -0.00224576 -0.00164975
internal_weight=575.638 357.26 218.378 172.384 45.9939 133.021 124.387 122.208 115.262 84.5067 81.6214 49.2096 25.6107 32.4118 6.45741 30.7548 14.5612 87.0698 19.2061 67.8637 46.7609 36.5519 26.7117 21.1028 9.8403 34.7615 30.1657 11.5914 18.5743 7.62399
internal_count=4633 2170 2463 1893 570 1734 1406 1371 1336 1075 995 821 572 174 64 261 139 973 99 874 621 410 177 253 233 493 425 111 314 99
is_linear=0
shrinkage=0.00336544


Tree=276
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 0 0 4 0 3 1 0 2 2 2 1 4 0 4 2 1 3 3 2 0 0 0 4 3 3
split_gain=1.06453 1.40902 1.11205 1.5943 0.871449 1.45732 2.7388 0.95529 2.64593 3.23187 2.31487 6.14161 3.80373 5.7721 3.89659 5.32466 4.52867 3.6484 3.888 3.22365 3.0847 3.71044 2.988 2.90885 3.13061 2.44903 3.72924 2.4066 3.26527 4.53448
threshold=90.937096262400004 54.884872733100003 48.109449608500007 48.914776625700007 31.914316944300001 93.501885318850015 94.109476856350014 42.154118731400011 104.03526427400001 -0.222165 80.538140213850014 100.19345760555002 -0.072755 -0.078549999999999995 -0.11534 62.009286778800011 44.279556297950009 85.799452775150016 43.157831852650006 -0.088274999999999992 67.031326566450005 0.08376500000000002 0.094235000000000027 -0.16533 97.32487278035002 86.780739992750014 85.683849075550015 48.109449608500007 1.0000000180025095e-35 -0.15544999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -3 -7 8 -6 -10 11 12 13 14 16 19 22 -17 -19 -16 -20 -22 -9 24 27 26 -14 -18 29 -29
right_child=2 4 3 -5 7 6 -8 10 9 -11 -12 -13 25 -15 15 17 23 18 20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.024929843150709466 -0.0245226892215058 -0.028948511523828047 0.013796035621852965 -0.025274502705909387 0.0019276988650656726 0.028436854826476558 -0.027067309698517745 0.016733931570274436 0.0083598996845695543 -0.025805381424386549 0.0053041222523439215 -0.021519578143801517 -0.0044803220961748989 0.020143697200749437 -0.011182325353838195 -0.032046597355448632 -0.013386735632820257 -0.016151608009806133 0.010998668804806731 0.012985246221791289 0.018456105811312507 -0.032546741157266967 -0.006222701031101196 -0.026698698229337871 0.025666945257977976 -0.0034532587788661229 -0.033799568858901619 0.0047030391047040527 0.019715236640949874 -0.029564824338214328
leaf_weight=1.2722207531332959 2.0389382987050331 1.5559254640247666 1.6531492006033661 0.9734075313899665 278.18356837751344 1.0952369272708895 0.99553659965749819 18.320163315162066 2.5762229431420565 4.3949728929437688 31.200919435359538 8.8494533160701376 5.6132136182859522 8.9078176729381067 4.5304891094565383 4.2390017900615957 7.7550739827565911 14.714472215622665 8.0271783322095853 11.345718855038283 1.254331020638346 2.5132477730512619 4.063653949648141 2.5281728773843524 2.6130773331969968 22.052471952047199 4.6555264554917812 9.1150753796100616 4.8412065505981436 3.0142399985343227
leaf_count=137 468 81 15 71 1840 3 83 99 41 212 298 127 79 71 34 59 169 108 27 42 13 48 26 141 14 179 47 46 17 38
internal_value=0.000410392 0.000524614 -0.0111019 -0.000683589 0.000593668 -0.0112 0.00200815 0.000686097 0.00155837 -0.0131795 -0.000694569 -0.0019511 -0.000715087 0.00147027 -0.000212049 -0.00530199 0.00432982 -0.0111833 -0.00784716 0.00608871 0.00251301 -0.0155665 0.0125663 -0.00184304 0.000455516 -0.00800269 -0.0177728 -0.00220891 0.00289906 -0.00381282
internal_weight=474.894 470.228 4.6655 2.62656 468.956 3.6467 2.09077 465.309 285.155 6.9712 180.155 148.954 140.104 107.783 98.8751 46.6244 52.2507 30.7482 26.5092 15.8762 11.7948 3.76758 22.3838 29.8668 27.3387 32.3212 10.2687 24.7256 16.9705 12.1293
internal_count=4633 4079 554 86 3942 167 86 3775 2093 253 1682 1384 1257 952 881 331 550 255 196 76 88 61 125 425 284 305 126 270 101 84
is_linear=0
shrinkage=0.02422


Tree=277
num_leaves=31
num_cat=0
split_feature=1 4 4 2 2 3 3 2 2 3 3 0 1 0 0 4 2 2 1 0 0 0 4 1 1 2 4 3 0 1
split_gain=0.928459 1.03127 1.39086 0.893966 1.20074 1.17903 1.28818 0.975011 1.63359 0.926271 3.17404 0.894015 2.10916 4.3948 5.16895 2.77059 1.89971 2.38506 5.35701 3.19972 1.80601 3.04796 6.7435 2.58569 3.00641 5.55855 4.88351 4.62198 3.85814 3.64681
threshold=90.937096262400004 48.109449608500007 48.914776625700007 0.70681500000000008 0.36215000000000008 -0.13578999999999999 0.092015000000000027 0.28423000000000004 0.27394500000000005 -0.15849499999999997 0.18642000000000006 85.705356740550016 61.917879202350001 85.431134011250023 85.121961326250016 40.408647214050006 -1.0000000180025095e-35 -0.088039999999999993 64.294476189700006 85.619326080400015 85.823648898300021 85.990333302400003 40.518963363600001 63.910026677050006 62.095317438950012 -0.06828999999999999 42.720329370750001 0.08574500000000003 86.264556031700025 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=3 -2 -3 4 7 -6 -7 8 11 -5 -11 12 13 14 -1 -14 17 18 -17 -19 -13 22 -22 24 25 26 -23 -28 29 -27
right_child=1 2 -4 9 5 6 -8 -9 -10 10 -12 20 15 -15 -16 16 -18 19 -20 -21 21 23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.0010034759555910073 -0.021526885199484362 0.010989981103880752 -0.022124685783397199 0.019590348840463054 0.010158060926260872 -0.03238080931294051 -0.0014851485625691672 0.014013888157417081 -0.015179188804527947 -0.019105016802564368 0.022077440016526399 0.0071568702868666616 -0.026636358870196324 -0.031980576709478604 0.019033783903995512 -0.024781624223496845 -0.029667439270770361 -0.010641421005135359 0.010522810135198811 0.012648393967467662 0.0061130725660909404 -0.012581900117514042 -0.021810079015735177 -0.00032778973026328104 0.0075438449874768833 0.011516083247987967 -0.012954117887092111 0.011920732711230691 0.013655233146251574 -0.015434519261422325
leaf_weight=35.187105103861541 1.8469538107165124 1.6420778110623362 0.88410390401259054 2.2101443484425545 0.79445214243605766 1.4759557438082986 1.0439613051712511 2.373210424091666 3.0546694509685031 1.663931300165131 1.7291753739118574 19.452644787728786 2.8467258005403009 1.7634214796125878 6.9925195202231398 5.1072097942233139 1.2519219545647455 4.3319165287539381 3.1475654477253556 6.9787232950329781 7.4041550643742076 18.622791230678558 8.3246442675590497 238.72829544352135 48.969798598438501 4.1113783344626444 5.0671313367784014 10.192323610186575 17.33678862452507 5.0929549932479858
leaf_count=516 468 15 71 10 17 39 15 16 37 23 19 74 88 13 23 138 19 64 78 24 27 101 71 2216 266 15 30 35 72 33
internal_value=0.000324286 -0.00943791 -0.00059937 0.000416045 0.000313027 -0.0124527 -0.0195812 0.000405744 0.000334605 0.00886696 0.00188215 0.000439702 -0.00181712 0.000941889 0.00231829 -0.00694046 -0.00424709 -0.00262053 -0.01132 0.00372852 0.000837761 0.00049992 -0.00866557 0.000914035 0.00362406 0.000447297 -0.00526678 0.00366066 0.00774186 -0.00339626
internal_weight=469.629 4.37314 2.52618 465.256 459.652 3.31437 2.51992 456.338 453.965 5.60325 3.39311 450.91 67.6071 43.943 42.1796 23.6641 20.8173 19.5654 8.25478 11.3106 383.303 363.85 15.7288 348.121 109.393 60.4234 33.8822 15.2595 26.5411 9.20433
internal_count=4633 554 86 4079 4027 71 54 3956 3940 52 42 3903 963 552 539 411 323 304 216 88 2940 2866 98 2768 552 286 166 65 120 48
is_linear=0
shrinkage=0.021286


Tree=278
num_leaves=31
num_cat=0
split_feature=0 0 2 4 1 3 2 4 0 1 3 4 1 0 0 1 2 2 2 2 0 2 2 2 0 2 0 1 4 2
split_gain=6.00229 5.94623 4.40789 3.95052 4.7218 6.64564 6.69322 4.7901 4.23413 5.78607 5.38104 4.54926 3.75171 3.36115 2.86621 5.43708 2.70095 5.44674 4.34975 3.42393 3.20845 6.05585 2.69445 5.72366 6.25999 4.77871 7.73673 7.91311 6.05508 4.57117
threshold=93.972365491700018 85.705356740550016 0.70681500000000008 38.238138001450004 71.830224329350003 0.089505000000000015 -0.10040499999999999 39.427119987250002 98.230883170350012 75.629015667650023 0.094595000000000026 45.458122212500008 70.182199495350019 93.843319501450011 94.940210418650011 71.397382570300024 0.17437500000000003 1.0000000180025095e-35 -0.017745 -0.053874999999999999 85.398872513700013 -0.089569999999999997 -0.094409999999999994 -0.156745 99.013224486300018 -0.084729999999999986 101.91675926715001 81.339300736700025 42.498713093000006 0.20852500000000004
decision_type=2 2 2 2 2 2 2 2 2 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 14 5 -5 -7 -8 10 -10 11 -6 13 -3 -2 -16 17 18 19 20 -1 -22 23 -11 -25 -24 -27 -28 -29 -30
right_child=2 12 -4 4 8 6 7 -9 9 22 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 25 24 -26 26 27 28 29 -31
leaf_value=0.00010518091817002427 -0.0035553416634826998 0.00066509785272930635 0.0020989287690087351 -0.0025821996681168156 0.0016608901186329396 0.0026803372235731314 0.0029068301332011728 -0.0029540363479823978 -0.0038904112486494282 4.6754479011390178e-05 -0.0013925175921006817 -0.0015610227921367568 -0.0020028098574423653 0.0027910547120189567 0.0016240558667792563 -0.001657946712592505 0.0015827511624237228 -0.0031949345907252048 0.0025568959000110384 -0.0041503818910317326 -0.0042708055880481023 -5.6472418716902843e-05 0.0021317438232731382 0.0036545643804105259 -0.0031762336180936514 -0.0020093264093552494 0.0022419671873373749 -0.0038557834772088664 -0.00081785897386149847 0.0039368111282003012
leaf_weight=48.321556292939931 4.747980384156107 243.03208666108549 7.8025672286748877 16.790229359641675 37.894105844199657 6.5049326028674841 1.7760025039315204 6.0628427993506193 4.1628392264246932 30.653256099205461 8.8677889443933946 4.8717625467106691 5.0511025032028547 7.552977852523326 6.4089897908270386 22.176130427513272 6.9747409448027602 6.5477873077616087 5.2113175177946678 2.3401819039136162 5.2504725586622945 9.3214285224676114 11.59632257465273 1.4871889352798486 11.864182837773113 14.615736484527586 16.619721718132499 4.6993387327529481 7.4609600245021266 2.7170893540605903
leaf_count=578 48 1098 49 258 130 34 6 70 56 344 54 88 95 24 26 495 40 161 35 33 75 58 62 3 227 99 70 145 161 11
internal_value=0.000172119 0.000437182 -0.000219632 -0.00030113 -0.00012513 -0.00124197 0.000326838 -0.00162617 9.56292e-05 -0.000263721 0.000832489 0.00129386 0.000675196 0.000729177 -0.00129718 -0.000922098 -0.000287444 -0.000456864 -0.000202364 -0.000422793 -0.000284094 -0.00157496 -0.000115291 -0.000700272 -0.00241536 0.000330771 -0.000122133 0.00075359 -0.000909096 0.000451428
internal_weight=569.384 339.604 229.78 221.977 188.644 31.134 14.3438 7.83885 157.51 105.877 51.6337 42.7659 255.636 250.585 33.3331 28.5851 83.9675 76.9927 70.445 65.2336 62.8935 14.5719 101.714 44.0046 13.3514 57.7092 46.1128 31.4971 14.8774 10.178
internal_count=4633 2197 2436 2387 1818 368 110 76 1450 1178 272 218 1217 1122 569 521 980 940 779 744 711 133 1122 574 230 548 486 387 317 172
is_linear=0
shrinkage=0.00313851


Tree=279
num_leaves=31
num_cat=0
split_feature=4 3 0 2 2 2 3 3 3 0 0 2 2 2 2 4 3 0 1 2 2 2 1 1 2 0 4 3 3 2
split_gain=0.911383 1.76451 0.888531 1.96697 0.864531 1.85702 1.71959 3.36441 1.20876 1.01299 2.35619 3.468 2.39403 2.93221 3.26279 2.84869 2.81805 2.2859 3.33224 2.77525 3.31399 2.57718 3.14658 3.00525 2.55591 2.1024 3.63854 2.01607 2.39738 1.87699
threshold=51.757767929250001 0.074735000000000024 71.096275259750016 0.11061500000000003 0.63131000000000015 0.36215000000000008 -0.17949499999999999 0.18642000000000006 0.094595000000000026 93.972365491700018 96.631250582750013 0.075080000000000022 0.048475000000000011 -0.14008999999999996 -0.070854999999999987 44.701063782750005 0.076615000000000016 97.789976036950009 78.196493182200015 -0.61402999999999996 -0.59614999999999996 -0.087660000000000002 77.621163142300006 72.62331947780001 -0.50748499999999985 100.19345760555002 40.858951393400005 0.078770000000000021 0.094595000000000026 -0.15962499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 5 9 -6 -8 -7 -4 11 12 13 15 -15 -11 -17 27 21 -20 -21 25 23 -23 -22 26 -19 -12 -29 -26
right_child=1 -3 4 -5 6 8 7 -9 -10 10 17 -13 -14 14 -16 16 -18 18 19 20 24 22 -24 -25 29 -27 -28 28 -30 -31
leaf_value=-0.02566963700579334 0.01086348780346926 -0.024830320519735685 0.0013884928363538714 0.024219243635361872 0.024059684519847975 -0.034501038301520154 -0.021043701784293767 0.024330666694317809 -0.00077522972520031733 0.013646294699702473 -0.0055689301897771043 -0.033777976647593515 0.016174779265414219 -0.017877117744913646 0.00040234870787495393 0.0046627853580498762 -0.03360836136155336 -0.013778417431223872 -0.030488925050753565 0.021647567023835954 -0.025950541006716777 -0.00046261494688553989 0.012272633327985664 -0.031143066169410934 0.010618935001236384 -0.018569450707158361 0.012965277948375683 0.012686140475221312 -0.0037636418658793733 -0.00023372248172691328
leaf_weight=1.8362012291327112 1.2002000147476786 2.1178390863351524 280.57930900901556 0.57371997088193882 2.5519336760044098 1.3860478600254276 2.0543849056120957 1.6140214055776594 1.0206808228977022 6.6685544261708802 6.7999558113515368 2.3336960691958657 2.9320340678095809 13.96701616887003 8.8068916983902508 2.6540648592635989 1.7765993457287548 4.6408080998808163 1.486186148948035 4.4478215237613759 1.934589099837466 2.4175656922161561 1.6715221125632513 6.5521678235381842 10.459242481505489 3.3939068927429608 7.1480991039425135 20.535765610635284 6.436497224494814 56.067496377334471
leaf_count=186 16 144 1973 2 11 62 44 19 21 42 36 26 9 269 74 35 29 50 46 42 102 25 8 96 165 52 36 73 40 900
internal_value=0.000363086 -0.0119192 0.000450775 -0.0137928 0.000525019 0.000406253 0.00923375 -0.00107994 -0.0201981 0.00051555 -0.000899162 -0.00597568 -0.00421283 -0.00597756 -0.0108083 0.00393431 -0.0106831 0.000583686 -0.00119954 0.00132711 0.00197565 -0.00847844 -0.0173531 -0.0228739 0.000697593 -0.0022584 0.00243738 0.00587543 0.00876066 0.00147252
internal_weight=468.065 3.31804 464.747 2.40992 462.337 456.117 6.22034 3.66841 2.40673 453.71 173.13 39.1389 36.8052 33.8731 22.7739 11.0992 4.43066 133.992 100.219 74.3953 72.9091 25.8241 10.6413 8.96973 68.4613 15.1828 11.7889 33.7722 26.9723 66.5267
internal_count=4633 160 4473 188 4285 4211 74 63 83 4128 2155 484 458 449 343 106 64 1671 1522 1255 1209 267 129 121 1167 138 86 149 113 1065
is_linear=0
shrinkage=0.0235187


Tree=280
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 3 4 2 0 1 3 2 0 4 3 3 2 3 2 0 0 2 2 0 3 2 1 4 0 0
split_gain=4.48531 5.41643 5.35749 2.7857 5.98769 5.90952 3.90997 2.98873 3.02598 2.58655 5.65243 3.37893 4.38843 4.40621 3.84912 3.09643 4.13843 2.89802 2.69515 4.80844 3.782 3.21139 4.1321 3.24778 2.66598 2.57596 2.4439 3.96049 3.85859 7.35588
threshold=70.348883899450016 85.732241321850012 70.74946416085001 71.053259929650025 95.550490414250007 -0.089139999999999997 37.232443001650005 -0.11692 101.11291028615001 81.573196594050017 0.075320000000000012 -0.094409999999999994 100.19345760555002 41.835830569250014 0.093955000000000025 -0.22831499999999999 -0.15962499999999999 0.10487000000000003 -0.15962499999999999 104.25302938255003 104.86330937810001 -0.088880000000000001 -0.085550000000000001 109.30464220965001 0.089850000000000027 -0.18437499999999998 61.917879202350001 40.408647214050006 85.431134011250023 85.121961326250016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 -2 -4 5 -5 7 8 -6 11 15 12 13 14 -8 16 -11 -16 19 -12 -20 -22 -23 24 -24 -14 28 -28 29 -1
right_child=2 -3 3 4 6 -7 9 -9 -10 10 18 -13 25 -15 17 -17 -18 -19 20 -21 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00020571452400427594 -0.0040878638553303211 0.00071065920820830833 0.0018412947467089684 0.00014864094412854212 0.0019394905816153714 -0.0039248657909311587 0.00085657595492640536 -0.0033621297668773253 -0.0037426074536163617 0.0022424946549831747 0.0020149060448359712 0.00085736945459799984 -0.00084400793261272795 0.0017831671682700845 -0.0052244114657529015 0.0019898018599457793 -0.0045028506417498382 -0.0003340888842660468 -0.0042158469451949836 -0.0038605082616867997 -0.0039432695939346334 0.0043356244835403932 -0.0020583321514791924 -0.0039402454212275652 0.003614750082815029 -0.0044002228664000087 -0.0044365206685711891 -0.0006166208510446085 -0.0041219308115357676 0.0034276830197767449
leaf_weight=44.286876969505101 4.3310893373563877 255.24263723380864 8.5098232980817539 7.8208725471049574 3.6067979950457811 10.137393615208564 5.8126077279448527 7.2842331656720471 1.7139687456656245 2.0772981978952885 5.5746197253465599 74.622064635157585 5.7494434891268611 12.662461526691912 3.5252380445599556 12.108946515014393 2.4661031244322684 2.6176535524427891 7.3998911809176304 2.5016361868474633 3.483535513514652 2.1233484256081256 2.0288140620104977 3.1469249238725752 2.0793390665203333 4.5023389104753715 3.7924085445702067 29.834174228832126 2.4932872205972663 8.1837377548217756
leaf_count=521 91 1210 51 64 25 300 27 222 136 19 24 398 59 57 31 120 58 19 135 138 122 22 42 187 13 70 84 349 16 23
internal_value=0.000207264 0.000450314 -0.00021504 -0.00012838 -0.000218961 -0.00215084 -1.13254e-05 -0.00189686 0.000109127 0.000142525 -0.000568201 0.000434564 -0.000470249 0.000335787 -0.00119718 0.0010598 -0.0014188 -0.00314051 -0.00152487 0.000194985 -0.00221039 -0.00105659 1.56426e-05 -0.00124869 0.000813095 -0.00240581 -0.000299782 -0.00104743 0.000157624 0.000360979
internal_weight=541.72 343.833 197.886 193.555 185.046 17.9583 167.087 12.605 5.32077 154.482 44.9905 109.492 34.8697 24.618 11.9555 16.6523 4.5434 6.14289 28.3381 8.07626 20.2619 12.862 9.37843 7.25508 4.10815 10.2518 88.5905 33.6266 54.9639 52.4706
internal_count=4633 2203 2430 2339 2288 364 1924 383 161 1541 880 661 263 134 77 197 77 50 683 162 521 386 264 242 55 129 993 433 560 544
is_linear=0
shrinkage=0.00352088


Tree=281
num_leaves=31
num_cat=0
split_feature=1 0 4 3 3 2 4 3 2 2 2 2 2 3 2 1 3 3 2 4 3 0 2 3 3 1 1 2 3 3
split_gain=5.46022 5.82184 3.30437 3.63635 6.75532 5.78579 4.09657 3.71778 5.00896 3.35242 3.29134 5.9229 7.15208 6.37184 5.89491 6.72395 6.42789 5.22776 4.14626 3.99958 3.4615 5.15714 5.61926 5.09594 4.52565 10.1687 8.46509 5.63411 4.40122 8.76882
threshold=69.873026810350026 85.990333302400003 43.968221017800005 0.08759500000000002 0.092895000000000019 -0.079789999999999986 41.489621506400006 0.10214000000000002 -0.072755 -0.22386500000000001 -0.059424999999999999 -0.016014999999999998 0.048475000000000011 -0.222165 0.075080000000000022 75.28220456885002 0.08759500000000002 0.079605000000000023 0.23643500000000003 38.171717059500004 -0.21029499999999998 95.988709089550014 -0.068964999999999985 -0.22831499999999999 0.083555000000000032 83.602982482550019 83.602982482550019 -0.16077499999999997 0.090465000000000031 0.092895000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 9 5 -5 7 -6 -9 -3 20 -12 -13 -14 -15 19 17 18 -17 -16 23 28 24 -2 26 -26 -23 -28 -22 -30
right_child=10 2 -4 4 6 -7 -8 8 -10 -11 11 12 13 14 15 16 -18 -19 -20 -21 21 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00011639748377217873 -0.0003373338382982882 -0.0006816156344919272 -0.00091681746837319581 0.00023906860706169445 0.0028223804324630738 -0.0031711695573402128 -0.000123020816162033 -0.0014788293650544264 0.001920238525263455 0.0016920488086689099 0.0016895543824429859 -0.003726828137094781 -0.0038171725734748858 0.0021342858112444697 0.00032599669225054861 -0.0046410818544692523 0.002032819630564715 -0.0047765615321135975 0.0019575420273958851 -0.0053106779929931076 -0.0038560345144203296 -0.0031908046480520532 -0.0050501356522240021 0.0037650882106470889 0.00080728204312024521 -0.0042823473809440842 -0.0042446129076923493 0.0014152752493710777 0.0024902482176844213 -0.0036406806589612062
leaf_weight=121.47713050199673 13.368627300718801 8.4957660697400552 12.576343845576046 17.940494380891327 21.510962575674057 10.159766133874653 23.735078029334545 8.4986503347754496 16.878652222454548 89.301265820860863 28.434482578188181 7.034060956677421 4.8618926061317316 18.571493008872494 2.4565983414649954 1.6415831213817016 14.641270278953014 4.2181318872608244 5.0948567623272538 4.9452622663229704 11.795834629330786 16.170110085979104 3.2916915290988973 5.6021737956907591 55.039446545764804 5.6428071188274762 2.7474967467132982 13.865296219475566 5.7311117835342866 6.4814068060368299
leaf_count=1148 147 42 96 75 73 66 105 39 63 392 191 131 82 94 14 28 118 84 57 49 283 230 53 26 313 238 116 172 24 84
internal_value=0.000214409 0.000512282 0.000877521 0.000992349 0.000503485 -0.000993917 0.00109929 0.00171802 0.000781919 0.00148585 -0.000210694 0.000320053 -0.000293528 0.000134428 0.000506981 -0.000408886 0.000467637 -0.0016243 0.000349543 -0.00343993 -0.000559749 -0.000784995 -0.000413305 0.000874132 -0.000250003 0.000334 -0.00133101 0.000479218 -0.00228295 -0.000763548
internal_weight=562.21 330.574 209.097 196.521 98.7236 28.1003 70.6233 46.8883 25.3773 97.797 231.636 91.8996 63.4651 56.4311 51.5692 32.9977 25.5958 10.9546 6.73644 7.40186 139.736 120.765 96.7568 18.9708 93.4652 60.6823 32.7829 16.6128 24.0084 12.2125
internal_count=4633 2099 951 855 421 141 280 175 102 434 2534 848 657 526 444 350 287 169 85 63 1686 1513 1122 173 1069 551 518 288 391 108
is_linear=0
shrinkage=0.00361083


Tree=282
num_leaves=31
num_cat=0
split_feature=4 0 2 2 3 2 2 2 1 2 1 0 0 0 3 1 3 0 4 0 1 1 0 1 4 4 4 4 1 3
split_gain=1.00514 3.40643 2.73114 2.92095 1.71323 5.8294 3.99589 4.31475 6.03577 5.19013 3.24202 3.70206 3.22357 2.91079 2.72281 3.53134 2.65006 2.08903 1.65907 1.62127 6.08849 2.29957 5.12113 2.61678 2.28828 4.11612 3.55018 3.44995 2.38737 2.95921
threshold=42.154118731400011 104.03526427400001 -0.18437499999999998 -0.24023999999999998 0.088145000000000015 -0.24150999999999997 -0.160525 -0.08725999999999999 62.084563606450011 -0.084729999999999986 80.13218303615001 91.109157582800023 109.30464220965001 86.692020874450009 0.095235000000000028 75.28220456885002 0.087245000000000031 85.732241321850012 42.027798546600003 85.121961326250016 61.546871980350012 64.369753017350021 88.350799540950007 65.509659264600018 41.243661560350013 41.835830569250014 40.806664626150003 41.600558339100012 71.053259929650025 0.098510000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 -3 5 -2 14 8 -8 -9 11 13 -12 17 -6 -16 -7 -11 19 20 -1 22 -21 -23 26 27 28 -26 -25 -30
right_child=4 2 -4 -5 6 16 7 9 -10 10 12 -13 -14 -15 15 -17 -18 -19 -20 21 -22 23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0025977226252936769 -0.028859964202752768 -0.026351326196980312 -0.026886162913706185 0.025683301721608438 0.021351526976906753 0.00052819193797164102 -0.0032135387519386794 0.027315939519923935 -0.039830211495477864 -0.0020696556703163529 0.020649859239515535 -0.032599059548215056 -0.028171383979680557 0.0028087240936917595 -0.024806324461777756 0.016593595278432405 0.01463016502250283 -0.026897069970194313 0.011613536090651754 0.0033673637855411421 -0.028511730823526569 -0.017435512734730464 0.025342531465029319 0.0041061819226720269 -0.006877343394039147 0.010544159753666139 0.01357650046455946 -0.035503840661661887 -0.00016224937346261706 -0.014027118957458867
leaf_weight=16.03835180238821 4.1776394937187424 1.1758075829711743 4.837017498095519 1.6916904917452484 5.5758437663316709 112.29052687995136 5.8055632226169092 3.1825663857161954 5.7729419763199985 3.6737921694293743 4.3467012946493915 4.1461237631738177 1.0871248249895868 10.567949495278297 2.6402633711695671 2.6590532683767378 9.2764635977800918 5.356560256332159 10.717484115622936 93.614832308143377 5.4096019435673943 5.3322523646056643 7.3546391800045958 54.191020544618368 8.8186024390161055 5.5265102963894597 14.727088744752107 3.9060308933258048 42.763312000781298 12.879408741369842
leaf_count=241 198 143 452 19 29 1251 45 9 73 43 32 56 82 46 23 22 64 51 58 447 173 32 46 294 73 35 65 38 351 142
internal_value=0.00044559 0.00137297 -0.0152618 0.00434668 -0.00103867 0.000592157 -0.00477979 -0.0081859 -0.0214703 -0.00343282 -0.00678668 -0.0108302 0.0108824 -0.00622487 0.00898201 -0.00403297 0.00160428 -0.0167966 0.00182861 0.00144101 -0.0052487 0.00201697 0.00496804 5.63906e-06 0.000656849 -0.00772857 0.00188551 -0.0156647 0.000317925 -0.0033715
internal_weight=469.543 288.984 7.70452 2.8675 180.559 125.745 54.8145 43.9393 11.5785 32.3608 29.1783 23.7444 5.43383 19.5983 10.8752 5.29932 121.567 9.03035 281.279 270.562 21.448 249.114 100.969 148.144 142.812 18.2511 124.561 12.7246 109.834 55.6427
internal_count=4633 2609 614 162 2024 1513 511 437 118 319 310 196 114 140 74 45 1315 94 1995 1937 414 1523 493 1030 998 146 852 111 787 493
is_linear=0
shrinkage=0.0253575


Tree=283
num_leaves=31
num_cat=0
split_feature=0 0 4 4 1 3 2 0 1 4 4 2 3 3 2 3 4 0 3 4 2 1 2 3 2 2 0 0 0 3
split_gain=5.33368 8.39178 4.02323 3.43902 3.76083 5.7387 5.58188 4.60876 5.97625 5.85975 3.83586 3.39329 3.17257 4.96125 3.54521 12.0699 4.20914 5.20364 4.13692 3.93518 3.01504 7.02456 5.69588 4.88901 2.85031 5.34104 4.30923 3.25544 3.1567 2.80252
threshold=93.972365491700018 85.990333302400003 44.279556297950009 38.238138001450004 71.830224329350003 0.089505000000000015 -0.10040499999999999 98.230883170350012 75.629015667650023 45.921757303800007 39.427119987250002 -0.047144999999999999 0.080545000000000019 0.079220000000000027 0.15684000000000003 0.099855000000000027 41.257948413050009 86.420486603250012 0.088565000000000019 43.157831852650006 -0.06828999999999999 62.245871094250013 -0.083834999999999993 0.085345000000000018 0.17437500000000003 0.0027500000000000003 85.931187223550012 85.866664228400012 71.096275259750016 0.09117500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 12 -2 5 11 -7 9 -9 29 -8 -5 13 -3 16 -16 -14 18 -18 20 22 -22 -19 -24 25 26 28 -27 -1 -6
right_child=3 2 -4 4 7 6 10 8 -10 -11 -12 -13 14 -15 15 -17 17 19 -20 -21 21 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0028792022389273635 -0.00092711311384243659 0.0008138882733973573 -0.0010136412000551762 -0.0024131989769194391 0.0014358912775472481 0.0021322132347412928 0.0023522244369533103 -0.003154917522755128 -3.9571480780679013e-05 -0.0022234789452193586 -0.002137670412255795 0.0003164502254078041 0.0011074837197648792 0.0025580520672178896 -0.0038047408071505188 0.0012315067832499604 0.0020266927439716292 -0.00011246898989784853 -0.00017975458699630095 0.0010606554076896203 0.0017827745959837949 -0.0021604453933846209 -6.9570239411068511e-05 -0.0038743464650204092 0.0012524910026444442 -0.0028054732139010728 -0.0023608758152868239 0.0017469416455405346 7.2073898805442575e-05 0.00010683029195057327
leaf_weight=2.4055608664639285 31.453776089008898 41.755521031096578 8.8779571801424009 13.32604354247451 32.492342470213771 6.4184817913919687 1.586014986038206 4.1657478716224423 95.813910547876731 3.9207065762020639 5.552235396578908 3.7929540723562267 69.849543612450361 14.158487439155577 5.0466754510998708 7.9379029497504234 14.730424322187902 13.04373630881309 8.8004762306809408 11.057456315495072 7.9272307306528145 4.6452651955187321 3.2148710489273054 6.8653519749641418 8.6261677164584381 7.4946225089952332 5.2510436177253714 1.1785506047308443 101.12675749696791 15.050767758861182
leaf_count=105 574 179 105 228 119 34 6 58 1144 83 70 33 268 84 56 29 54 57 42 48 24 29 12 55 47 160 42 4 797 87
internal_value=0.00016641 0.000362637 0.000665145 -0.000149646 -1.53695e-05 -0.000828366 0.000409198 0.000149308 -0.000169375 0.000768418 -0.00114008 -0.00180841 0.000736446 0.00125554 0.000546889 -0.000725916 0.000664824 0.000224906 0.00120149 -0.000266601 -0.000677737 0.00032584 -0.00122338 -0.00266089 -0.000160192 -0.000263942 -0.000110629 -0.00218687 3.50136e-06 0.00101515
internal_weight=557.567 343.994 217.911 213.573 182.119 30.6757 13.5567 151.443 99.9797 51.4638 7.13825 17.119 209.033 55.914 153.119 12.9846 140.134 70.2848 23.5309 46.7539 35.6965 12.5725 23.124 10.0802 126.083 117.457 108.783 8.67317 103.532 47.5431
internal_count=4633 2197 1042 2436 1862 371 110 1491 1202 289 76 261 937 263 674 85 589 321 96 225 177 53 124 67 1155 1108 944 164 902 206
is_linear=0
shrinkage=0.00254622


Tree=284
num_leaves=31
num_cat=0
split_feature=4 3 2 4 4 2 3 0 4 3 3 0 3 1 2 2 1 2 1 2 0 4 0 3 0 0 3 3 0 3
split_gain=1.02455 2.4591 2.96366 1.63485 3.76943 2.22725 1.78015 1.66347 2.93827 2.9509 3.78686 2.34516 2.02718 2.11403 2.44157 1.78396 1.71772 4.78385 3.83936 2.23293 1.65997 1.63167 1.56207 2.02793 1.54493 1.42343 1.74627 3.99583 1.97262 1.35113
threshold=49.292797572200008 -0.25098999999999999 -0.15734499999999998 47.74983977685001 46.095286511800005 0.23643500000000003 -0.25215499999999996 102.75018128760001 44.749265482150008 0.090850000000000028 0.089835000000000012 102.32271644485002 -0.20885999999999996 82.815264250350012 -0.086139999999999994 -0.17605999999999999 81.573196594050017 -0.11963999999999998 83.116371560950014 0.70681500000000008 75.994645973400011 43.477771593600004 104.25302938255003 0.074735000000000024 119.82189041595002 105.7585659356 1.0000000180025095e-35 -0.15544999999999998 93.047535894850014 0.084365000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 22 4 7 6 -6 11 9 10 12 16 15 14 -14 -9 19 18 -18 20 -1 -17 -3 -24 -4 26 27 -5 -28 -22
right_child=1 2 24 25 5 -7 -8 8 -10 -11 -12 -13 13 -15 -16 21 17 -19 -20 -21 29 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.01117114424842453 -0.033381957331076503 0.012463730644278345 -0.025133883966010913 0.0054196119159080911 0.0042842428991061851 0.013592140395996119 -0.028015557687820485 0.018075713195532087 0.013544730435915005 -0.026154570178968588 0.021979293865659388 0.014328323608915675 -0.026880154595572199 -0.025923941100563966 0.0075683484834118929 -0.027083264265173247 -0.024363627123490335 -0.02871793613461826 0.016822676550460679 0.01836004384538388 0.0028810147720238896 0.019498740147822248 0.016357379507043728 -0.025991609942605468 0.0076888981599750441 0.014655361230587289 0.022832126029696614 -0.02825172570610833 -0.0005933411862041639 -6.3893680956893744e-05
leaf_weight=6.1178886140696696 1.5203195093199617 5.6900104153901321 3.3710727428551737 6.6189132723957336 1.1128523563966153 1.1065589550416914 4.8495636126026502 2.2742247732821852 3.6914680567570022 4.1352385793579733 2.4569829381653099 6.7786301821470252 1.6604882054962216 4.695347070985008 3.1846194588579255 1.2648660290287868 1.7168909851461647 3.874843006487934 3.9930169563740492 3.8490978945046654 124.40727876848541 0.5826348429545759 0.98863887600600753 1.5251992268022148 0.98239482496865083 7.6049048397690049 3.712853603065013 2.6055731065571326 3.9203905183821917 246.19094977155328
leaf_count=391 19 36 174 37 13 6 111 45 19 236 25 30 42 427 31 79 61 52 17 33 951 4 5 47 33 48 12 35 31 1583
internal_value=0.000402241 -0.00571672 -0.00236728 0.000592647 0.000261619 -0.0164175 -0.021987 0.00054176 -0.0053535 -0.0087978 -0.00434507 0.000897409 -0.00907919 -0.0149106 -0.00423765 0.00441858 0.000664055 -0.00896569 0.00443852 0.000906586 0.000728255 -0.012393 0.00578362 -0.00933666 -0.0177272 0.00638357 0.00265197 -0.00409128 0.0108009 0.000924692
internal_weight=466.484 14.0776 12.5573 452.406 427.943 7.06897 5.96242 420.874 23.9459 20.2544 16.1192 396.929 13.6622 9.54045 4.84511 4.12173 390.15 9.58475 5.70991 380.565 376.716 1.8475 8.20385 2.51384 4.35347 24.4626 16.8577 9.22449 7.63324 370.598
internal_count=4633 314 295 4319 4156 130 124 4026 908 889 653 3118 628 500 73 128 3088 130 78 2958 2925 83 88 52 207 163 115 72 43 2534
is_linear=0
shrinkage=0.0230319


Tree=285
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 3 4 2 3 0 2 3 2 1 3 4 2 2 1 0 1 0 4 3 0 0 4 2 2 2
split_gain=3.85118 5.72211 5.02287 2.73053 5.95805 6.54736 3.7787 3.11426 3.74878 4.73349 3.49739 3.40468 2.94706 2.92238 2.69121 2.63806 2.55691 4.62768 2.76929 5.30664 2.4793 4.12242 5.04862 4.71161 4.04165 8.22103 3.54712 2.43539 3.26019 3.74138
threshold=70.348883899450016 85.732241321850012 70.74946416085001 71.053259929650025 95.550490414250007 -0.089139999999999997 37.232443001650005 -0.094409999999999994 0.072890000000000024 104.22883325935001 -0.156745 -0.22831499999999999 -0.11692 73.448676123850007 0.11458500000000002 40.00488309970001 -0.59496499999999986 -0.54488499999999995 83.116371560950014 100.19345760555002 61.917879202350001 85.662341410450011 43.968221017800005 -0.15849499999999997 85.431134011250023 85.121961326250016 41.909642283050012 -0.07490999999999999 -0.017745 -0.013285
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 5 -5 12 8 10 16 -8 15 13 -6 -14 -9 -10 -18 19 -19 24 22 23 -22 25 27 -23 -1 -29 -30
right_child=2 -3 3 4 6 -7 7 11 9 -11 -12 -13 14 -15 -16 -17 17 18 -20 -21 21 26 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00016978023928675623 -0.0037122865958333362 0.00063524014417178228 0.0017061954079354486 0.0002924035527378306 0.0046085187684010986 -0.0036255140036936585 0.0017069568398130825 0.00070400652748469977 0.0010457246341494986 -0.0032271744644268782 -0.001997166181820359 0.00064842279600724672 -0.0039181059146625209 -0.0011545642446446891 0.0012743878219293452 -0.004486152507407113 -0.0043202612155678836 0.00019845064904241893 0.0021065888290616851 -0.0038262369950683699 0.00048019017265982282 0.0021184299784638089 0.001169583550909688 -0.0035601951200851822 -0.0038789891468981037 0.0032219843510866786 -0.0013270672475363945 -0.0056171186638518779 0.0040649420284061856 -0.001692584719284942
leaf_weight=34.920645615551621 4.1570987943559876 260.83557678572834 8.4299231171607953 7.9028325993567732 1.2029141187667844 10.470287126488982 12.377812351100145 1.7713612923398603 9.0858754143118841 7.8639125160407266 3.4391951975412658 90.395210785092786 6.104026406304909 4.0803881192114204 1.2738333521410821 2.4840490687638521 3.7013140134513369 12.214566491544256 3.8606563881039611 4.8256467171013346 3.9393574856221703 6.6539893224835378 4.6394307203590861 13.458604868501427 2.5631100833415976 8.5477381162345392 5.9991931393742561 1.7758607799187291 1.4085922241210926 7.7389868744648984
leaf_count=334 91 1210 51 64 2 300 88 21 49 312 46 750 197 159 25 40 41 63 26 105 31 21 77 267 16 23 37 18 3 166
internal_value=0.000186917 0.000389835 -0.000178676 -0.000101962 -0.00018523 -0.0019403 1.05793e-05 0.000152628 -0.000444753 -0.00095723 0.000901545 0.000514709 -0.00169497 0.000157587 -0.00302159 -0.00232569 -0.00042735 -0.000971373 -0.000378322 -0.000941307 -0.000308621 -0.000993432 -0.00184221 -0.00264535 0.000108489 0.000296391 0.000484833 -0.000249093 -0.00158817 -0.000806011
internal_weight=548.122 352.481 195.641 191.484 183.054 18.3731 164.681 152.02 57.369 41.552 15.817 94.6506 12.6612 5.2833 7.37786 4.25541 33.6881 24.6022 20.9009 17.0402 91.6455 34.6906 22.0374 17.398 56.9549 54.3918 12.6532 45.8441 10.9234 9.14758
internal_count=4633 2203 2430 2339 2288 364 1924 1541 730 596 134 811 383 161 222 61 284 235 194 168 993 433 375 298 560 544 58 521 187 169
is_linear=0
shrinkage=0.00324939


Tree=286
num_leaves=31
num_cat=0
split_feature=4 3 2 3 4 4 2 0 0 4 3 3 0 3 1 2 3 1 2 1 2 0 0 2 0 4 1 2 0 1
split_gain=0.908545 2.16504 2.59829 1.46539 1.35983 3.32651 1.97065 1.70611 1.4874 2.52931 2.71294 3.23012 2.00897 1.77044 2.00392 2.16649 1.68386 1.50714 4.28015 3.36387 1.94442 1.52622 2.30323 2.35307 2.34475 6.59755 2.29478 3.05693 2.41593 1.89169
threshold=49.292797572200008 -0.25098999999999999 -0.15734499999999998 -0.17949499999999999 47.74983977685001 46.095286511800005 0.23643500000000003 87.345316200150009 102.75018128760001 44.749265482150008 0.090850000000000028 0.089835000000000012 102.32271644485002 -0.20885999999999996 82.815264250350012 -0.086139999999999994 -0.25843999999999995 81.573196594050017 -0.11963999999999998 83.116371560950014 0.70681500000000008 85.732241321850012 85.823648898300021 -0.092084999999999986 85.990333302400003 40.518963363600001 62.116825104000007 -0.22147500000000001 82.605564516150011 63.910026677050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 8 7 -7 12 10 11 13 17 16 15 -15 -10 20 19 -19 21 26 23 -23 25 -24 -1 28 -28 -26
right_child=1 2 3 -5 -6 6 -8 -9 9 -11 -12 -13 -14 14 -16 -17 -18 18 -20 -21 -22 22 24 -25 29 -27 27 -29 -30 -31
leaf_value=-0.0012515772873946446 -0.036439159405089926 0.0059869461280716999 0.0089352938806109266 -0.028021187161606974 0.0066789743933600458 0.00080237561012725441 0.014240654960472131 -0.032368719917804087 -0.028051392038448426 0.014053000323485909 -0.029261507147764799 0.022795168138610732 0.015203471829525764 -0.029970381323090402 -0.029016680905219298 0.007635832881821715 0.013392116599383238 -0.027402896349602895 -0.031805657850810666 0.017639509900402119 0.019779480526288359 0.024330756365285078 0.0083765603308852583 0.0028482292249372822 0.0042853076160759822 -0.02486623533604173 -0.027355077701319903 -0.033366627824447062 0.022174639717972292 -6.7881664835255096e-05
leaf_weight=52.917627798626199 1.4339638836681849 8.0296846886631084 0.94502972625195791 3.1495358615647993 23.95083817653358 1.3993719229474653 1.0836303583346305 4.2137990451883525 0.84304286760743741 3.6397142601199439 3.8157352786511174 2.4301383014535523 6.6042077913880339 1.5344931390136478 4.3371504583628848 3.2070101788267511 3.1311400333652299 1.5753856310620902 3.5997875519096834 3.9147824980318546 3.6898973211646071 5.8929124474525443 7.9149867743253735 8.3480559661984426 108.39506642520428 8.2721968218684179 1.0968207232654097 3.6553958649747065 1.7034425176680086 179.8373337299563
leaf_count=734 19 88 12 195 163 21 6 103 69 19 236 25 30 42 427 31 59 61 52 17 33 16 29 36 549 71 81 77 12 1320
internal_value=0.000444226 -0.00619468 -0.00261759 -0.0194916 0.000643807 0.00030533 -0.0178952 -0.0240991 0.000595288 -0.00584943 -0.009603 -0.00475822 0.000967269 -0.00988803 -0.0162305 -0.00453467 0.00460071 0.000726696 -0.009748 0.00471474 0.00097613 0.000792595 0.00150648 0.0117377 0.00102786 -0.00861163 -0.00303889 -0.0176897 0.0027746 0.00156921
internal_weight=464.562 13.5582 12.1243 4.09457 451.004 427.053 6.6968 5.61317 420.356 22.9384 19.2987 15.483 397.418 13.0528 9.07865 4.7415 3.97418 390.814 9.08996 5.49017 381.724 378.034 318.661 14.241 304.42 16.1872 59.3733 6.45566 2.80026 288.232
internal_count=4633 314 295 207 4319 4156 130 124 4026 908 889 653 3118 628 500 73 128 3088 130 78 2958 2925 2021 52 1969 100 904 170 93 1869
is_linear=0
shrinkage=0.0260289


Tree=287
num_leaves=31
num_cat=0
split_feature=1 0 0 3 3 4 0 2 0 0 2 1 4 2 3 4 1 1 4 1 4 0 2 3 3 2 4 2 3 2
split_gain=4.70868 6.30804 4.07451 4.24077 4.91652 3.75538 6.58309 4.63227 3.86866 6.02809 5.12591 3.84487 3.79237 6.00845 4.0027 3.70377 3.57912 3.67922 3.42164 3.23915 3.22135 3.91086 3.57786 2.99104 6.96485 7.35659 5.2653 3.45145 5.41487 3.04746
threshold=70.182199495350019 85.990333302400003 95.44832900530001 -0.089139999999999997 0.090465000000000031 41.873095646600007 85.823648898300021 -0.082654999999999992 85.769879735700016 85.431134011250023 -0.087660000000000002 61.076391807500009 41.243661560350013 0.17437500000000003 -0.11223 48.393869453650005 71.104340634100012 70.816675614150014 44.279556297950009 90.937096262400004 37.995872310650007 85.732241321850012 -0.092084999999999986 0.08759500000000002 0.092895000000000019 -0.016014999999999998 41.559097512700014 -0.072755 0.10249000000000003 -0.14314999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 12 7 8 9 11 -11 15 13 14 -1 -7 17 -6 23 -4 -16 22 -22 -3 25 -25 27 28 -26 -30
right_child=2 18 19 4 16 6 -8 -9 -10 10 -12 -13 -14 -15 20 -17 -18 -19 -20 -21 21 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=-0.0030272047518548448 0.00065734326816045392 0.0012528468950045628 6.8249079607391415e-05 -0.0037861296919190729 -0.0018715031895749044 -0.0039921868529219189 -0.0048608185250023431 -0.0022199387663680856 0.0029757454010419454 -0.0040841352022646261 0.0010860296574005343 0.002097421773569765 0.0016629214817948511 0.0026342204881492823 0.001313751539615235 0.00025481075177961773 -0.0037910124138904526 0.0029854700026851855 -0.0011449929194380323 -0.0021532064835912039 -0.0050574908392068138 0.00049120025307280405 -0.00088271600381598374 -0.00010524269380767056 0.0018415327020479535 -0.0042892830780361137 -0.00031449300361843021 0.0023505804016587728 0.0003319666102264636 -0.0036322411582942462
leaf_weight=6.9001752701587966 8.2197288349270838 105.58726187050343 169.76646272931248 10.832185253966601 3.2887385282665473 2.8686487879604128 4.2526120394468299 13.443617326673118 4.6309150308370581 7.1423855815082788 3.1618219427764398 10.843089628964661 18.510318514890969 7.3877591770142308 10.761051991023125 12.901780717074869 2.7226774329319596 3.891892783343792 10.350774886086581 7.8484990803990504 3.8163114450871944 10.201488114893435 6.0904500819742697 27.607167638838291 15.733426325023176 5.8142093233764163 23.949973225593567 30.245558463037014 4.9262877553701401 4.028849355876444
leaf_count=204 63 462 1430 303 43 81 38 210 12 71 14 105 83 28 101 70 59 11 88 554 61 36 34 122 58 44 103 104 20 21
internal_value=0.000183386 0.000421631 -0.000221617 -0.00139755 -0.00221213 -0.000195817 -0.0008084 -0.000495022 6.30984e-05 -0.000302261 -0.00249768 0.000547762 0.000374212 -0.00015404 -0.000699428 -0.00051772 -0.000490489 0.00076097 0.000754136 -2.99132e-05 -0.000179103 -0.000978013 -0.00249093 0.000844352 0.000460294 -0.000833127 0.00100829 0.00158499 0.00064707 -0.0014515
internal_weight=557.726 351.156 206.57 28.9552 20.7355 122.912 59.2449 54.9923 41.5486 36.9177 10.3042 26.6135 63.6676 45.1572 37.7695 15.7704 9.90331 7.18063 228.244 177.615 30.8693 20.1082 9.90676 217.893 112.305 33.4214 78.8841 54.9341 24.6886 8.95514
internal_count=4633 2170 2463 479 416 1148 601 563 353 341 85 256 547 464 436 151 113 54 1022 1984 232 131 95 934 472 166 306 203 99 41
is_linear=0
shrinkage=0.00338066


Tree=288
num_leaves=31
num_cat=0
split_feature=1 1 0 4 1 0 0 0 1 3 0 1 2 2 1 3 3 4 1 1 0 0 4 4 0 2 2 4 4 2
split_gain=3.88746 4.549 4.44543 2.68999 2.8854 2.70627 3.84539 2.59496 3.28948 5.22638 2.72341 4.17689 3.26485 3.19466 2.60684 3.46716 2.41372 2.33839 2.14895 2.22255 3.54348 5.68245 3.36847 3.02685 4.22051 3.38491 3.59901 3.63677 3.86847 5.06437
threshold=70.348883899450016 70.74946416085001 85.732241321850012 38.238138001450004 71.397382570300024 97.32487278035002 97.615226258450022 95.217121606100008 71.053259929650025 -0.20885999999999996 98.230883170350012 75.629015667650023 -0.50748499999999985 -0.61402999999999996 74.757955233350017 0.085345000000000018 0.079470000000000027 41.184662530950007 54.884872733100003 61.917879202350001 85.431134011250023 85.121961326250016 40.408647214050006 41.873095646600007 85.662341410450011 -0.14314999999999997 -0.088039999999999993 42.686561923500008 42.759119507950011 -0.083834999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -6 -7 8 -5 -10 14 12 -12 -13 15 16 -9 -17 -1 20 21 -20 -21 24 -24 -25 -27 -28 -29 -30
right_child=1 3 -4 7 5 6 -8 10 9 -11 11 13 -14 -15 -16 17 -18 -19 19 22 -22 -23 23 25 -26 26 27 28 29 -31
leaf_value=-0.004012283433098421 -0.0043695127924065422 0.0013217597665180852 0.00072520657860254039 0.0019053783466229934 -0.0049746294388579634 0.0034814302163801969 -0.0019855673530604964 -0.00092191759194186821 0.0010984964791688396 -0.0041914634865956729 0.0024358759315333029 -0.0051859779227764842 -0.0046063050079813159 0.00013575062194083419 0.0016076194505266325 0.00043268605553399493 0.002726855749439646 -0.0036015578210542372 -3.2585179839875197e-05 -0.0047006701022660772 -0.0041752933681163916 0.0035849570923587658 -0.0021272409600161459 0.0015187348613296071 0.0032477449486511645 -0.0049160736278867851 -0.0052179832973064518 0.0051298235960663329 0.0026661851285890909 -0.0047147563948665133
leaf_weight=2.2358606234192839 3.8313712677918366 5.0316655766218927 249.29261189885437 3.3986744675785294 3.5629090685397413 2.1793283559381988 14.991759107448159 4.4896090626716632 4.2110982947051516 8.0267900135368091 1.2096518054604528 1.7009526989422727 4.9894237462431184 86.698550353525206 31.501939095556736 3.5680421963334066 6.6563603617250919 5.2532892301678658 41.2754673557356 3.2513237893581417 2.4871534034609786 7.6047339364886275 3.4479091856628674 4.409987682476646 5.7858672961592674 5.1487378329038664 2.2483235578983916 1.8808541148900983 2.5870964229106934 2.9338401909917562
leaf_count=137 91 32 1210 17 48 6 464 26 27 268 6 30 83 1114 133 19 23 43 384 84 16 23 89 79 16 69 28 4 11 53
internal_value=0.000215911 -0.000221358 0.00046592 -0.000136582 -0.00129061 -0.00192457 -0.0012917 4.72993e-05 -0.00144164 -0.00237117 0.000206691 -0.000180637 -0.00323213 3.33518e-05 0.000918584 -0.00016849 0.00125713 -0.00196979 -0.000291881 -0.000191735 0.000302392 0.000530229 -0.000992581 -0.000568703 0.00124072 -0.0014385 -0.00231974 -0.000934489 0.000366639 -0.00125607
internal_weight=525.891 191.301 334.59 187.47 25.7657 20.734 17.1711 161.704 15.6366 12.2379 146.068 94.5986 6.19908 88.3995 51.4692 19.9673 11.146 8.82133 85.2972 83.0613 51.3674 48.8802 31.6939 28.4426 9.23378 19.2088 14.7989 9.65011 7.40179 5.52094
internal_count=4633 2430 2203 2339 550 518 470 1789 312 295 1477 1233 89 1144 244 111 49 62 993 856 423 407 433 349 105 244 165 96 68 64
is_linear=0
shrinkage=0.00384563


Tree=289
num_leaves=31
num_cat=0
split_feature=4 0 4 2 2 3 0 1 1 3 1 3 2 3 2 3 2 2 1 3 2 2 1 3 3 3 4 2 0 1
split_gain=0.887975 2.82983 2.35758 1.97486 3.68787 5.13929 3.2759 3.32573 3.77229 3.08295 6.1544 4.5341 3.14405 3.1203 2.3859 3.20437 3.33955 3.92389 3.23126 3.12767 2.89239 5.64893 4.3033 3.62269 2.6737 6.50745 3.06795 2.82112 2.67303 2.81928
threshold=42.081757894750005 103.57284947555002 42.027798546600003 -0.022394999999999998 0.04932000000000001 0.10214000000000002 101.91675926715001 73.448676123850007 66.439865777750015 0.096915000000000015 75.28220456885002 0.10176000000000003 -0.078549999999999995 0.077440000000000023 -0.082654999999999992 0.08326500000000002 -0.24150999999999997 -0.156745 61.93938686740001 0.085345000000000018 -0.088039999999999993 -0.095854999999999996 71.658163008950012 0.088145000000000015 -0.15544999999999998 1.0000000180025095e-35 46.095286511800005 -0.23353499999999996 109.30464220965001 69.873026810350026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 9 5 -5 7 8 -6 12 11 -11 14 -14 15 16 -2 24 -19 -16 21 22 -17 -23 26 -26 -18 -28 29 -20
right_child=3 -3 -4 4 6 -7 -8 -9 -10 10 -12 -13 13 -15 19 20 17 18 28 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0012725879435701041 -0.02520627784580548 -0.012061470387676864 0.014789960582405713 -0.025397386851955056 -0.01621489023038928 0.0081607972205428071 0.012359460425896064 -0.027531656814422014 0.011617751219605926 -0.036018307797967136 0.016261112405406807 -0.0074608452838423652 -0.0087733677561085202 0.015808462186179678 0.00189295694336054 0.012055682352808383 0.021496597602063058 0.020028398085463677 -0.0071928635831709133 -0.02307416706356942 0.014757504849608721 -0.0030095819913995956 -0.01847039063345432 -0.03404220839016843 -0.02921982718393925 0.0046530424008675193 -0.0063924899000914288 0.016082388880933607 0.008191842667308295 -0.026760898578381685
leaf_weight=268.8696654594969 3.1216212920844546 8.1112988558597845 6.887318853288888 8.5480853226035816 4.4973439204040933 3.2890149485319844 7.1672746625263235 3.0848189378157249 5.8067432940006256 4.0321874432265785 4.075000546174123 10.247131520882247 3.3747657798230675 13.197073389776049 5.3829935360699874 19.153359228745106 6.9554718765430179 1.8244104981422449 8.9955079182982463 5.0717097246088088 13.326933374628423 5.826152680441739 2.7483795426087445 2.9487532135099173 3.8233340838924077 12.949663500767199 7.3473651893436918 4.8094941787421677 2.93567986274138 6.6758988448418668
leaf_count=1911 137 634 30 168 82 19 76 68 29 42 35 73 29 161 38 171 32 5 64 59 56 40 41 35 55 145 62 20 37 279
internal_value=0.000423078 0.00121954 0.0016102 -0.000824552 -0.00592923 -0.016073 -8.80109e-05 -0.00675132 -0.000530143 0.000286549 -0.0084678 -0.0155249 0.00151811 0.0108025 0.000167243 0.00121695 -0.00223786 -0.00096473 -0.0089454 -0.0102189 0.00588359 0.00202848 0.00822506 -0.0134379 0.0035791 -0.00306814 0.00941273 0.00249902 -0.0117863 -0.0155287
internal_weight=465.084 283.868 275.757 181.216 32.3933 11.8371 20.5562 13.3889 10.3041 148.823 18.3543 14.2793 130.469 16.5718 113.897 103.442 59.4384 56.3168 20.4315 10.4547 44.0036 30.6766 21.9017 8.77491 35.8853 16.773 19.1123 12.1569 18.6071 15.6714
internal_count=4633 2575 1941 2058 442 187 255 179 111 1616 150 115 1466 190 1276 1179 836 699 385 97 343 287 212 75 314 200 114 82 380 343
is_linear=0
shrinkage=0.0228135


Tree=290
num_leaves=31
num_cat=0
split_feature=2 3 4 4 0 0 1 4 2 4 2 2 2 3 3 0 3 3 2 0 0 1 0 3 2 1 3 4 0 3
split_gain=0.881363 4.07058 2.61535 3.0649 6.50592 4.86273 3.8621 2.39697 2.43444 2.60497 4.57352 2.34306 1.26174 2.93907 7.57491 4.51376 3.3003 4.9423 1.97947 1.78112 2.39929 2.14942 4.22407 1.97426 5.31243 5.2632 2.35461 2.44556 4.87442 2.12968
threshold=-0.237895 0.091705000000000023 44.202975721700007 38.804629908750009 86.264556031700025 98.51854819030001 57.492677119650004 43.521589032450009 -0.26416999999999996 35.476804824450006 -0.59496499999999986 -0.61402999999999996 -0.16164499999999998 -0.15544999999999998 0.076130000000000017 94.354126546200021 -0.25587999999999994 -0.51222499999999993 -0.18437499999999998 75.994645973400011 67.058211147750015 58.309968391300011 81.90387694410002 -0.23921499999999998 -0.080234999999999987 70.940344688150006 -0.098985000000000004 41.600558339100012 106.56510337475001 -0.04931
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 -1 8 9 -3 11 -11 13 16 -15 -16 17 -2 -17 20 -14 -21 -23 24 -24 -26 27 -25 -29 -28
right_child=12 7 -4 4 5 -7 -8 -9 -10 10 -12 -13 19 14 15 18 -18 -19 -20 21 -22 22 23 26 25 -27 29 28 -30 -31
leaf_value=0.033075515404049356 0.013254002895843654 0.018062143025536881 -0.027307481398211028 -0.028913251019800912 0.019452506942018794 -0.01938393051255824 -0.034632133895224453 0.022097761572555136 0.024037766953802744 -0.0079796342328761812 -0.022689026777270267 0.014404528863255084 0.028305564336799267 -0.026164570906402815 0.018037367676144129 -0.036386564858449641 0.01794517738283441 -0.028419547475663109 0.00065846116612597002 0.016974962899864127 -0.02596038732571038 -0.030079194574829167 -0.023613967867972263 0.017583925918474644 0.0088801115466140522 -0.025682062735868563 -0.010837347117000363 -0.022393548832395204 0.017212143117214872 0.00086865873666166051
leaf_weight=0.59054963989183917 4.5630281327757993 3.2920271483017229 4.4208075641654423 3.6099356147460631 7.4723039418458921 2.6089607945177704 3.5005925472942181 3.6775977036450049 2.422307524830102 5.4247192302718759 6.1427084574242974 5.8076570387929767 0.58579273987561409 5.53881077829283 8.5652736253105086 1.4829931970452883 14.164386644959448 2.7270410455530527 2.0766317484667525 4.6920631788671008 2.9481485085561872 2.726063997950404 7.3411744358018067 10.101883202209139 12.516451172530649 3.3500675885006777 9.6106403634184954 3.4293408989906302 4.0829605711624026 310.22249096172163
leaf_count=2 50 30 184 100 28 88 129 23 10 35 86 26 4 168 47 37 55 40 32 22 185 58 85 68 50 89 96 35 34 2737
internal_value=0.000408895 -0.00269677 -0.0104496 -0.00625857 -0.000700585 0.00940191 -0.0248586 0.00373414 0.000809251 -0.00191327 -0.00569797 0.00359401 0.000779179 0.00496292 -0.00243546 0.0084043 0.0110541 -0.00233508 -0.0147751 0.000338767 -0.0169652 0.000504906 0.00029224 0.000521807 -0.00638768 0.00158263 0.000997002 0.00971445 -0.000867725 0.000516906
internal_weight=459.695 48.9702 22.2032 17.7823 13.6912 10.0813 4.09114 26.767 23.0894 20.6671 17.3751 11.2324 410.725 39.1182 17.6637 12.1249 21.4545 7.29007 3.55962 371.607 3.53394 368.073 363.381 360.655 23.2077 15.8665 337.447 17.6142 7.5123 319.833
internal_count=4633 741 531 347 216 116 131 210 187 177 147 61 3892 429 284 116 145 90 69 3463 189 3274 3252 3194 224 139 2970 137 69 2833
is_linear=0
shrinkage=0.0244908


Tree=291
num_leaves=31
num_cat=0
split_feature=1 0 1 4 0 2 0 0 2 4 2 4 0 4 0 4 1 3 4 4 3 0 1 3 0 1 3 3 1 2
split_gain=4.87529 5.63033 4.62926 4.23415 6.32113 4.36251 3.59646 5.78443 4.84099 3.5198 5.79937 3.46551 3.31516 4.15864 3.2757 2.83893 2.8514 2.82322 2.73112 2.87221 2.9957 2.70717 4.18379 4.6831 3.11094 3.12673 4.29404 3.09642 3.81593 3.03449
threshold=70.348883899450016 85.990333302400003 70.74946416085001 41.873095646600007 85.823648898300021 -0.082654999999999992 85.769879735700016 85.431134011250023 -0.087660000000000002 41.243661560350013 0.17437500000000003 40.806664626150003 82.605564516150011 48.393869453650005 75.381677519650012 37.232443001650005 71.397382570300024 0.10214000000000002 37.995872310650007 40.21994457600001 0.082855000000000026 95.217121606100008 71.053259929650025 -0.20885999999999996 98.230883170350012 78.27445846800002 0.087700000000000014 0.091705000000000023 75.981203682750007 -0.61402999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -9 10 11 14 13 -5 -1 16 -4 -7 -16 20 -20 22 -17 -24 -23 26 -26 -28 -29 -27
right_child=2 -3 15 4 -6 17 -8 8 -10 -11 -12 -13 -14 -15 18 21 -18 -19 19 -21 -22 24 23 -25 25 29 27 28 -30 -31
leaf_value=-0.003399835952374169 -0.0037120329915166553 0.00072964792962106463 0.0010610661043484956 -0.0029631697017645938 -0.0046267502838991913 -0.0029752522833511471 0.0027705510658924386 -0.0039065361797768986 0.00095349496011930691 0.0016442201429983394 0.0025886289232069787 -0.0040247002547607828 0.0022027241340474863 0.00069103993462559703 0.0014686411269572606 0.001715554461649095 -0.0021667865659433109 0.00055567971392979777 8.9444128811453684e-05 0.00056846993104383496 -0.0034494355338413382 0.00075087447975962808 0.00056491950984813224 -0.0035447831665281755 -0.003868559367120222 -0.0042752614664256323 0.0018993241116068743 0.00021559997879358012 -0.003827078270111482 0.00014043161266324961
leaf_weight=3.2511692494153968 3.9193661930039516 228.75477714464068 3.7579109612852362 4.5317903449758949 4.2031142860651007 9.8435038109309954 4.5819927453994742 6.9141985904425383 3.1682675592601282 18.297540520317852 7.3232164755463591 2.8632461819797745 8.440926965326069 12.160494327545164 9.6602405654266494 3.8712051957845715 12.725086448015643 3.174745609983801 4.6170631218701619 10.51247403398156 5.6251932419836521 53.771268587559462 4.4684691764414319 8.5896320100873673 5.3496125638484981 1.6820538798347104 4.2032071352004996 6.1264034211635572 4.1530527509748936 86.011695871595293
leaf_count=198 91 1055 24 149 38 189 12 71 14 83 28 44 40 67 70 18 398 21 27 59 38 257 29 283 97 28 15 40 48 1102
internal_value=0.000198357 0.000430702 -0.000208625 -0.000143147 -0.000783888 -0.000478072 5.71129e-05 -0.000295939 -0.00237934 0.000444694 -5.58092e-05 -0.000585952 0.000539842 -0.000301042 -0.000293493 -0.000138104 -0.00143088 -0.00211417 3.8556e-05 -0.000627074 -0.00185416 -1.8544e-05 -0.00125716 -0.00213845 0.000111457 -0.0002083 -0.0013758 -0.000455024 -0.0014177 5.57342e-05
internal_weight=546.553 347.924 198.629 119.169 57.019 52.8159 39.7977 35.2157 10.0825 62.1501 43.8526 36.5294 25.1332 16.6923 33.6661 194.71 16.483 13.0182 30.415 20.7547 10.2423 178.227 16.9293 13.0581 161.297 107.526 19.8323 14.4827 10.2795 87.6937
internal_count=4633 2203 2430 1148 601 563 353 341 85 547 464 436 256 216 392 2339 422 210 194 124 65 1917 330 312 1587 1330 200 103 88 1130
is_linear=0
shrinkage=0.0032559


Tree=292
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 2 2 2 1 4 1 4 4 2 4 0 4 4 0 3 4 3 0 0 0 0 3 1 4 4
split_gain=0.947167 0.894053 1.88422 0.884298 2.04435 1.65608 2.64188 2.55784 6.30353 3.94873 1.59327 1.17906 3.10776 2.33241 1.95291 3.27882 2.45974 2.28821 2.96534 1.91328 4.13409 2.29777 2.13303 2.97258 2.68538 2.09243 1.60341 1.34488 1.97068 1.25439
threshold=90.937096262400004 -0.088274999999999992 -0.038374999999999999 -0.69416999999999995 -0.63026499999999996 -0.59614999999999996 -0.51760499999999998 -0.58319500000000002 75.629015667650023 49.520520114700005 78.27445846800002 42.783136484500005 42.982930821650008 -0.24150999999999997 42.684965421050009 86.866770652900016 42.720329370750001 42.620627117000005 88.350799540950007 0.085910000000000028 43.157831852650006 0.085895000000000013 91.109157582800023 86.692020874450009 95.746747857800017 86.904409066750006 0.092895000000000019 89.541786492700012 51.757767929250001 42.876019054300009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 -5 10 7 8 -7 -9 -6 14 26 -14 17 16 -16 -8 -19 21 25 27 23 -22 -24 -21 29 28 -15 -13
right_child=1 2 -4 4 5 6 11 9 -10 -11 -12 12 13 19 15 -17 -18 18 -20 20 22 -23 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.017456004072143438 -0.029321170570283269 0.015762457092596022 -0.026520967033433013 -0.018750052217521754 0.0028258919622330013 0.02299762664979749 0.0014063188077044835 -0.031761745620528289 -0.031916360593815078 0.030273734924560741 0.023940965617253802 -0.043691256982319814 -0.028086445916553397 0.0013530966321039744 0.027031177917287624 -0.011645847073386756 -0.0021044386049194948 -0.037332907790331299 0.0027015295377130974 -0.012614014594823785 -0.0063685516881127092 0.028064612037607038 -0.032727462297452443 0.017739158121594614 -0.0019962048488321791 -0.046928294868540728 -0.002249026998666 0.01511160221793012 -0.027073558272713582 -0.016691938241760601
leaf_weight=2.0392477745190254 1.3187233799253588 1.5218316612299529 1.2898891753866331 3.6369846798479548 6.1219556319992972 3.3888740688562393 295.35121318913298 5.1411383023951185 2.3415677221491933 0.78328580781817425 3.8599985344335437 1.6735299080610255 1.9662104037124652 66.303322009509429 6.880305662751196 3.0783817116171113 2.6623015473596752 2.3329604458995155 2.5822540484368801 2.7627771003171828 6.8572035832330602 2.2348709404468527 2.5875533111393434 6.697774164378643 6.9243663251399994 2.0512548927217722 3.2285558637231588 4.551879681646823 1.6559026881586749 3.5752880861982703
leaf_count=19 257 80 217 43 39 12 2303 149 60 4 24 19 97 685 60 26 20 26 16 33 50 10 56 28 56 20 24 32 126 42
internal_value=0.00043343 -0.011836 -0.00363525 0.000545235 0.00046881 0.000624975 0.000388525 -0.0117013 0.000558725 -0.0235598 0.010991 0.000719321 -0.00153327 -0.000318462 0.00153336 0.0114515 0.0189026 0.00111647 -0.0163004 0.00021354 -0.00554055 0.00235987 -0.00101288 0.00554353 -0.0103561 -0.0272353 -0.0165214 0.00156762 0.000660449 -0.0253004
internal_weight=457.401 4.13044 2.81172 453.271 451.232 447.595 437.613 11.6549 5.73044 5.92442 9.98195 425.958 113.07 104.593 312.887 12.621 9.54261 300.266 4.91521 102.627 27.8809 74.746 23.0669 13.555 9.51192 4.81403 8.47737 72.5111 67.9592 5.24882
internal_count=4633 554 297 4079 4060 4017 3954 225 72 153 63 3729 1278 1193 2451 106 80 2345 42 1096 243 853 190 78 112 53 85 843 811 61
is_linear=0
shrinkage=0.0257382


Tree=293
num_leaves=31
num_cat=0
split_feature=0 0 1 4 0 2 4 4 2 0 0 2 3 1 4 0 4 1 0 0 1 3 2 2 2 4 1 1 3 3
split_gain=2.6375 3.94208 2.83566 2.68387 5.67029 4.21893 3.97181 5.62828 4.94934 3.52347 5.64911 3.80741 3.29433 3.14286 3.53195 2.9042 5.06856 2.80561 2.63618 4.12306 3.49092 4.3573 2.93896 2.84467 2.6011 2.47294 3.79119 2.43766 2.8648 5.41505
threshold=93.972365491700018 85.990333302400003 70.182199495350019 41.873095646600007 85.823648898300021 -0.082654999999999992 41.243661560350013 40.806664626150003 0.17437500000000003 85.769879735700016 85.431134011250023 -0.087660000000000002 -0.11223 61.076391807500009 48.393869453650005 85.732241321850012 35.771221912400001 58.793890854750011 96.631250582750013 98.230883170350012 78.196493182200015 0.087700000000000014 -0.61402999999999996 -0.59614999999999996 -0.50748499999999985 40.300545846000013 74.144986779650011 70.077349628250019 0.08759500000000002 0.092895000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 27 6 5 9 7 8 12 10 13 -12 17 14 -5 16 -14 -1 -2 -20 21 -21 -22 -24 -25 26 -23 28 -3 -30
right_child=18 2 -4 4 -6 -7 -8 -9 -10 -11 11 -13 15 -15 -16 -17 -18 -19 19 20 22 25 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.00079161429337140643 -0.0010760124372309579 0.0012386854178929026 -0.0024856069906720908 -0.0048383311717646246 -0.0056563111830173485 -0.0025837888751668544 0.0020066812078896887 -0.0056614868754458697 0.0033479504441222352 0.0036301891603267647 -0.0046780979418999434 0.00085746898034937266 0.0018705181258420283 0.0025365191918048395 0.00047970284732217958 0.001774541118387306 -0.0026903818344610961 -0.0054081765566387227 0.0011015622150685632 -0.0047680389900117727 -0.0053810569696033737 0.0021591358285395976 0.0034211432472551931 -0.0045219613847763337 6.5064864339758335e-05 0.00066937321724239423 -0.0044841281679362912 0.003299818375474617 -0.0012202592945644117 0.00088400661086563152
leaf_weight=1.8196851583197702 43.495983458589762 98.39460676535964 4.4368300242349497 2.5350035275332656 3.8302413150668135 12.238510569091885 18.219584986101836 3.0317962747067204 6.6954106111079446 4.4010244309902182 6.59611651673913 3.0550601892173272 6.5930214123800459 10.063565904274581 12.191313423216341 10.420279771089552 10.804780826438217 3.7632011543028057 45.570573069155216 6.0872222548350718 1.6676833059173066 2.0361483991146114 4.1563199856318525 2.1341330069117239 78.121031069313176 9.3824405334889871 4.9601019378751516 6.4859597645699969 29.476385127753019 67.865379728376865
leaf_count=47 526 483 95 81 38 210 83 47 27 12 71 14 62 105 70 33 117 138 214 125 46 9 41 102 1250 58 65 23 156 285
internal_value=0.000188234 0.000416502 0.000756215 -0.000187367 -0.000845706 -0.000484986 0.000401895 -0.00027605 0.000131157 0.000176312 -0.000265039 -0.00292583 -0.000513667 0.000770857 -0.000435749 6.30739e-05 -0.000961996 -0.00338742 -0.00018478 6.67524e-05 -0.000367693 -0.0018067 7.87571e-06 0.000114343 -5.69126e-05 -0.000706104 -0.00255071 0.000827342 0.000745414 0.000246807
internal_weight=520.529 322.918 206.659 116.259 54.9108 51.0806 61.3478 43.1282 40.0964 38.8421 34.4411 9.65118 33.401 24.7899 14.7263 27.8181 17.3978 5.58289 197.612 154.116 108.545 22.4659 86.0792 84.4115 80.2552 16.3787 6.99625 202.222 195.736 97.3418
internal_count=4633 2197 1042 1155 601 563 554 471 424 353 341 85 397 256 151 212 179 185 2436 1910 1696 257 1439 1393 1352 132 74 947 924 441
is_linear=0
shrinkage=0.00409931


Tree=294
num_leaves=31
num_cat=0
split_feature=1 0 0 2 4 0 2 0 4 0 0 2 1 4 4 1 0 3 4 4 4 2 1 2 2 3 3 4 0 3
split_gain=4.5094 5.51212 3.92693 3.74235 3.1964 5.095 4.24679 3.83112 3.50027 3.35373 5.73967 4.24412 3.10048 3.98061 3.0134 2.94499 5.05216 7.59351 4.76467 2.96975 4.98771 2.77767 4.48754 5.09312 3.22571 2.84608 2.89805 2.81677 2.77981 2.77059
threshold=70.182199495350019 85.990333302400003 94.625660817400004 -0.160525 41.873095646600007 85.823648898300021 -0.082654999999999992 75.381677519650012 41.243661560350013 85.769879735700016 85.431134011250023 -0.087660000000000002 61.076391807500009 48.393869453650005 44.279556297950009 58.309968391300011 85.121961326250016 0.093325000000000033 38.060777288450005 39.476991512000005 40.21994457600001 -0.051199999999999996 81.339300736700025 -0.043559999999999995 -0.068964999999999985 0.070640000000000022 0.092015000000000027 40.542362378300005 97.722764583650005 0.072890000000000024
decision_type=2 2 2 2 2 2 2 2 2 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 9 8 -1 10 12 -12 13 -6 -3 -9 17 -17 -19 -18 -21 24 25 -24 29 27 -27 -23 -26 -4
right_child=2 14 21 -5 5 -7 -8 15 -10 -11 11 -13 -14 -15 -16 16 19 18 -20 20 -22 22 23 -25 28 26 -28 -29 -30 -31
leaf_value=-0.0034943585970764277 0.00066122177984601505 0.00079689980122298401 0.00071730642981424802 -0.0032635299958999791 -0.0040353038669931098 -0.0044590044768661507 -0.0021223519189639169 0.0026662302418358937 0.0031279065765473998 0.0027766986847104509 -0.0038531230414474934 0.0007859244395412064 0.0019363988719886614 0.00037684742459701145 -0.0011005178252479818 -0.0044391672916236089 0.002747077794907269 0.0024076882973722963 -0.0024345628202922342 -0.0028489957214200617 0.0010394865410614743 0.00042261385457713319 0.0037554123847329812 -0.0017446206110584531 6.1618548028403831e-05 0.0018419865787418369 4.7083647547268109e-05 -0.0035824721699856876 -0.0044137135413450223 -0.00054371511988944034
leaf_weight=4.6229866724461308 3.8788524977862826 213.3713852763176 24.202900801319629 8.4189613563939911 2.7069673980586257 3.7416553720831862 12.864831977523862 6.6507514342665663 1.0752824628725646 4.4189500510692588 6.8834927827119827 3.1381612159311754 10.456131289713083 12.816419154405592 9.5582114234566671 5.3831368731334797 8.0892839059233648 5.6233170181512815 3.6709006763994694 4.2034163698554066 25.342916321009398 6.3464847039431316 2.1017044428735998 14.790420715929939 2.4700122103095046 29.412180973216891 14.768859231844543 2.7513592764735222 3.931596458889544 89.328788856044412
leaf_count=217 43 934 250 194 81 38 210 23 19 12 71 14 105 70 88 83 27 23 24 25 106 42 8 403 12 115 102 26 70 1198
internal_value=0.000176593 0.000406633 -0.000215083 -0.00202562 -0.000159289 -0.000729845 -0.000467985 0.000343895 -0.00224471 5.85635e-05 -0.000275073 -0.00240046 0.0005448 -0.000392543 0.000715547 0.000594059 0.000330616 -0.00131458 0.000495163 0.000972217 0.000486291 -9.79594e-05 0.000424488 -0.00106031 -0.000403635 0.000895245 0.00124199 -0.0007886 -0.00268694 -0.000274888
internal_weight=547.02 344.618 202.402 12.2978 121.689 57.0266 53.285 64.662 5.69827 40.4201 36.0012 10.0217 25.9795 15.5234 222.93 58.9637 52.313 14.6774 9.29422 37.6356 29.5463 190.104 70.171 16.8921 119.933 53.2789 44.181 9.09784 6.40161 113.532
internal_count=4633 2170 2463 237 1148 601 563 547 236 353 341 85 256 151 1022 311 288 130 47 158 131 2226 696 411 1530 285 217 68 82 1448
is_linear=0
shrinkage=0.00330603


Tree=295
num_leaves=31
num_cat=0
split_feature=1 0 0 3 3 0 1 0 3 2 2 4 1 3 3 1 3 1 4 1 0 3 3 1 3 3 0 0 4 3
split_gain=7.43181 7.62451 6.8747 4.67349 4.34036 4.12434 3.6078 4.20798 3.53228 5.0404 7.08531 3.19863 3.11481 4.67799 3.52036 6.16553 3.10085 2.94831 2.75421 3.16333 2.70809 2.52132 2.54019 3.45255 4.53919 4.24801 3.92191 3.13574 2.92298 2.49347
threshold=70.182199495350019 85.732241321850012 95.44832900530001 -0.089139999999999997 0.090465000000000031 98.230883170350012 71.104340634100012 94.625660817400004 0.094595000000000026 0.15915000000000004 -0.58319500000000002 44.578137159850009 78.196493182200015 0.087700000000000014 0.089705000000000021 72.62331947780001 0.12140000000000002 90.937096262400004 36.772607578000013 78.381996793250025 91.625341543800019 0.099855000000000027 -0.15544999999999998 61.993156030000002 -0.04931 0.083905000000000021 85.705356740550016 71.096275259750016 38.060777288450005 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 -2 -5 8 7 -6 -4 10 -10 29 13 -7 -15 -16 -17 18 19 -14 -13 22 27 24 28 -26 -25 -1 -24 -3
right_child=2 11 5 4 6 12 -8 -9 9 -11 -12 20 17 14 15 16 -18 -19 -20 -21 -22 -23 23 26 25 -27 -28 -29 -30 -31
leaf_value=-0.0029308491037880386 0.00040152725607546437 0.00097868034041809324 0.00088572135238886777 -0.0029618423194773748 -0.0016107363702019567 -0.0030488697690301408 -0.0029883359406110382 0.0022922915442753415 0.0016542371737837346 0.0023913913040330003 -0.0028794105315233477 0.00042735558059702286 0.0027197458274859187 0.0020703460047001715 0.0026145046280818228 -0.0027797239566455714 3.5804928044187991e-05 -0.0016045606393443464 0.00018036746292874909 -0.0028528096580402924 -0.0023335479071132452 0.00060168085172952008 0.00029021997845549505 -0.0026712525100927123 0.0013475542010280455 -0.00072226042452195292 0.00073152373205168987 0.00065892263386527954 -0.0030870862392589184 0.00046689093430928323
leaf_weight=1.8101335708051944 7.955936715006831 119.58355904370546 48.164299694821239 12.287134761922063 3.8174847662448865 6.2283690404146936 3.2385836066678166 3.642948966473341 3.4107733219861975 2.9597517997026435 7.3160906583070746 5.3196526039391738 0.83598629105836053 3.1289004534482983 2.6331865862011901 7.5052675791084749 4.0718337222933769 7.704653108958154 83.361287334002554 3.8685791303869337 4.364497609436512 19.039188973605633 2.4831769261509162 10.300330456346272 11.491729665547611 16.018986092880368 2.9376235678791991 17.690308495424688 5.6965759322047234 138.81490285694599
leaf_count=121 63 514 199 303 40 119 59 14 11 19 67 28 4 12 9 77 32 554 709 172 59 101 57 211 58 128 11 132 174 576
internal_value=0.000201931 0.000431516 -0.000182875 -0.00131453 -0.00190849 1.03804e-05 -0.000698778 0.000295122 0.00055479 -0.000609784 -0.00143787 0.000648808 -0.000271778 -0.0011178 -0.000424149 -0.000973401 -0.00178946 -6.3585e-05 7.12309e-05 -0.00186258 -0.000816941 -0.000234466 -0.00046711 -0.000783086 -0.000362822 0.000142339 -0.00191615 0.000325701 -0.00206182 0.000703741
internal_weight=567.682 355.551 212.131 30.9421 22.9862 181.189 10.699 7.46043 61.8509 13.6866 10.7269 268.083 119.338 23.5676 17.3392 14.2103 11.5771 95.7705 88.0659 4.70457 9.68415 87.4681 68.4289 48.9284 35.6905 27.5107 13.238 19.5004 8.17975 258.398
internal_count=4633 2170 2463 479 416 1984 113 54 296 97 78 1177 1688 249 130 118 109 1439 885 176 87 993 892 639 417 186 222 253 231 1090
is_linear=0
shrinkage=0.00259775


Tree=296
num_leaves=31
num_cat=0
split_feature=4 4 3 2 2 0 2 2 2 2 1 0 0 1 0 0 4 4 3 2 3 4 3 3 2 2 0 4 4 3
split_gain=0.967979 1.72411 1.63189 1.76015 2.10598 1.54733 1.52094 2.63724 1.49184 1.62133 1.45194 1.37329 1.30062 4.35213 2.05556 2.55576 2.0011 2.48619 2.3098 1.8141 1.79422 1.7032 2.66592 2.0009 1.65341 2.70572 1.90694 1.28071 1.56492 3.65425
threshold=49.064150740050003 48.823707093150006 -0.27297999999999994 -0.066979999999999998 -0.07490999999999999 114.09278614000002 -0.13006999999999999 -0.16533 -0.15734499999999998 -0.045684999999999996 87.143681840350013 104.25302938255003 85.662341410450011 61.928633034850002 85.121961326250016 85.307464937250003 37.345948426100009 40.767054867700004 0.096715000000000009 -0.25447999999999998 0.093325000000000033 43.968221017800005 -0.15849499999999997 0.08326500000000002 -0.23381499999999997 -0.013285 67.620098897050013 47.927946529500012 43.930205408700004 -0.20885999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 7 -1 10 -10 -2 -12 13 14 16 -16 18 20 19 -4 -18 22 -15 -23 -19 -26 -27 28 -14 -30
right_child=8 -3 5 -5 -6 -7 -8 -9 9 -11 11 -13 27 21 15 -17 17 24 -20 -21 -22 23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.022982984270174311 -0.0076679580708060805 0.014286529534561382 0.023881396294948849 -0.038157407987196551 0.02702018389828616 -0.02158205084381427 -0.043239763015583368 0.019332935639113688 -0.033274484811498306 0.0028435433084008119 0.034256692456880698 -0.0039189272886266079 0.0019977753656634243 0.012574677728759105 0.027244315387423463 -0.0037731030139579562 -0.045073871840047026 -0.024473614526246596 0.02624649293352951 -0.036548461281998734 -0.011448192672242638 -0.036769288834714683 -0.030866332951142519 0.022425472971178462 0.014819178406399819 0.025534218266573643 -0.033780430338592841 0.016415739495511391 0.015475663061689132 -0.010734059426295647
leaf_weight=3.3600569737609458 8.073234401643278 8.6223249109461886 0.72545558400452126 1.8481658971868444 1.5041270256042469 2.7991259976988649 1.2228123592212794 2.2667782967910179 3.2194212106987843 1.7704615350812654 1.7899798154830926 1.6778252834919838 340.823454753845 1.526763193309306 5.5204061269760114 4.3775908425450325 2.1937309689819839 2.0508091070223591 3.8786774873733521 1.23182979365811 4.3510810360312462 0.76497321575879995 8.6792731964960677 1.6717237196862695 7.5100402962416402 0.64778926782309953 2.1565384501591325 5.3071688283234826 6.1775212464854148 23.43997668242082
leaf_count=115 81 47 12 90 4 333 14 21 184 39 6 35 2455 16 19 28 44 50 21 46 25 13 261 59 51 7 89 29 45 394
internal_value=0.000594384 0.00086218 0.000596722 -0.0113855 -0.00546256 0.000883787 -0.0125955 -0.00593596 -0.00660894 -0.0204594 -0.000620543 0.0157862 0.00103244 -0.00370606 0.00184995 0.0135262 -0.00282038 -0.00760963 0.012698 -0.0141505 -0.0227191 -0.0189308 -0.0243678 0.00384195 0.000387694 0.00533088 -0.020079 0.00162876 0.00141692 -0.00526732
internal_weight=461.189 444.658 436.036 10.2019 8.35377 425.834 6.84965 5.62684 16.5309 4.98988 11.541 3.46781 423.035 47.2867 34.6439 9.898 24.746 18.91 5.83596 1.95729 6.54481 12.6427 10.206 2.4367 12.3652 10.3144 2.80433 375.748 370.441 29.6175
internal_count=4633 4288 4241 244 154 3997 150 136 345 223 122 41 3664 741 392 47 345 266 79 58 69 349 277 72 197 147 96 2923 2894 439
is_linear=0
shrinkage=0.0303162


Tree=297
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 1 4 0 2 2 2 1 4 4 1 2 2 4 4 2 2 1 4 1 1 3 4 3 2 4
split_gain=4.39953 5.10255 3.67489 6.05041 3.74117 3.52301 4.98852 4.66166 4.41421 4.00621 3.863 3.40754 3.19231 3.83929 4.2325 3.04156 5.66693 3.61529 2.75373 2.74159 2.70424 3.97559 2.65083 2.57849 2.55783 2.52773 5.58381 5.26948 5.49012 4.38504
threshold=93.972365491700018 85.732241321850012 96.631250582750013 97.789976036950009 78.196493182200015 81.339300736700025 44.749265482150008 102.75018128760001 -0.18437499999999998 -0.61402999999999996 -0.078504999999999991 70.182199495350019 42.081757894750005 40.806664626150003 72.62331947780001 -0.14008999999999996 -0.070854999999999987 45.458122212500008 40.806664626150003 0.075080000000000022 0.28423000000000004 82.49264927465002 40.00488309970001 80.677940036650014 70.077349628250019 0.08759500000000002 43.564719632750005 0.092895000000000019 -0.079789999999999986 41.489621506400006
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 7 8 -6 9 -7 23 24 13 14 -5 17 -17 -2 22 -18 -10 -22 -12 -9 25 26 -3 28 -27 -29
right_child=2 11 3 4 5 6 -8 10 20 -11 18 -13 -14 -15 -16 16 19 -19 -20 -21 21 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-0.00024696831675709904 0.0014615739254897292 0.0013051820227662947 0.001196972810603301 0.0021810855105693847 0.0014398026912716216 -0.0043407314815599365 0.00068124755353466532 -0.0041269048897913992 -0.0027008961680755387 0.0014850592900884385 -0.0036177428549823629 -0.0020871574703197737 -0.0031343611551644924 0.00097243701046744466 -0.0025562324576846934 -0.002810111277393364 0.00060369774680383583 -0.0025466320150478281 0.0035932470577791343 -0.0027642475683954536 0.0043592972336375553 -0.0037194200029088647 0.0021324096456652305 0.00092997859982888961 0.002726066417725638 0.00032217717413507554 -0.0010198493417581998 0.0013415260286238264 -0.0023601186902096664 -0.00017927311174795039
leaf_weight=84.923424586188048 9.1596683897078019 98.742877334356308 39.047399828210473 2.4591018557548585 29.992307741194963 1.5332024057861415 21.251156258862466 4.4361256370320898 18.002597705344673 7.5700025189435127 1.8895049830898645 4.6893494222313157 7.5388436429202548 9.2547524347901327 11.870138949714599 17.266944685950875 12.637613376602529 3.3086196999065569 2.3968383148312569 3.2903688494116059 1.5103147663176053 1.1658349675126372 1.5986064597964285 1.4435257874429224 6.816732568666338 21.04147719219327 12.578290551900862 55.949588447809219 13.549947567284105 32.302294515073299
leaf_count=1000 56 454 164 8 127 38 258 85 619 174 43 95 112 40 142 269 83 88 6 30 5 73 6 10 23 93 82 210 88 152
internal_value=0.000211665 0.000447492 -0.000162037 6.88612e-05 -0.000286629 4.41004e-05 -0.000535172 0.000752057 -0.00140316 0.000503854 -0.00100126 0.000687553 -0.00127267 -0.000677564 -0.00174324 -0.000986055 -0.0015059 0.000397945 0.000881158 -9.20453e-05 -0.00224266 0.000839894 -0.00098244 -0.00288538 0.000741547 0.000683776 0.00104247 0.000358721 -0.000728516 0.000784877
internal_weight=539.217 330.594 208.623 162.96 123.913 92.79 51.0331 41.7569 29.782 9.1032 11.7646 245.671 31.1228 23.584 14.3292 45.6632 33.1949 12.4683 5.88495 15.928 20.6787 2.67615 3.48811 5.87965 240.981 234.164 111.321 122.843 34.5914 88.2519
internal_count=4633 2197 2436 1910 1746 1444 1167 277 909 212 150 1197 302 190 150 526 382 144 55 113 697 78 49 95 1102 1079 536 543 181 362
is_linear=0
shrinkage=0.00328654


Tree=298
num_leaves=31
num_cat=0
split_feature=4 3 2 4 0 1 1 4 2 2 2 2 3 1 4 4 4 1 0 3 1 2 1 4 0 3 3 0 0 4
split_gain=0.955774 1.71426 2.64128 1.51146 1.16896 1.14778 2.83386 2.19615 2.58097 2.46 2.53857 2.29079 1.97261 2.29663 1.81631 2.93862 2.71482 1.87246 3.97006 2.45013 2.18234 3.18128 4.32519 4.50906 7.12245 4.74086 4.19897 3.90973 6.71363 4.8019
threshold=33.036871954450007 0.088565000000000019 -0.10771499999999999 33.361153777850006 80.503190258150013 69.873026810350026 70.077349628250019 38.238138001450004 0.28423000000000004 0.053690000000000009 -0.033594999999999993 -0.11692 0.094235000000000027 88.264768880750012 36.558960102350007 37.041406607950009 37.817254840650008 69.545034918450014 92.773313165550022 0.08674500000000003 61.987779113750001 -0.09715 64.630533455950015 41.873095646600007 86.345209775600011 0.08079500000000002 0.098085000000000019 87.345316200150009 86.538778761000017 40.330620469300008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 14 -7 8 9 10 11 12 13 -8 -5 -16 -17 18 20 -20 -18 26 23 27 -25 -26 -22 28 29 -23
right_child=3 4 -4 5 -6 6 7 -9 -10 -11 -12 -13 -14 -15 15 16 17 -19 19 -21 21 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.027922034832759013 0.017711410602985783 0.0032150307391393281 0.015118184777740016 0.0086314512920141855 -0.03762152994761063 -0.020918985390124295 -0.027535282040249076 0.00048591790131924834 0.014533051507355848 -0.030742774670921524 0.010446653440627276 -0.021712209160189691 0.012048406440418501 0.024876431900855353 -0.018332408218207613 0.014650344375429484 -0.0023592777693592988 0.016648234978822628 -0.0070294706658463437 -0.038234914603758906 0.010486270090254898 -0.010678741983219539 -0.012885331445828145 -0.017094070550948245 0.020664587823766477 -0.0018047245705417369 -0.010557920207078013 0.02209961654493459 -0.017758775346067384 0.013639671445008604
leaf_weight=1.2661059052916246 3.0145056545734397 0.56183061562478576 2.482352284830994 19.35890247207135 1.5478480992605907 4.1155838705599299 2.2045323709026046 151.75001209112816 2.7108722308184943 3.04553192120511 3.7751890530344125 6.8794122185790902 3.1410938075277954 0.6327565605752169 4.5755738727748385 8.6199907511472684 74.960764879593626 4.3050109781324855 4.0914733121171585 2.3177774623036385 43.004739550873637 5.9231899231672314 12.846959454007445 14.792758702300487 7.1524047330021885 24.223442576825619 6.4061965867876998 8.7407721504569036 6.7741748467087737 24.628138829022646
leaf_count=121 18 8 57 146 73 30 74 1922 31 60 31 137 40 36 35 49 686 17 41 27 283 31 117 164 66 108 38 53 40 94
internal_value=0.000471854 -0.00926057 0.000580614 0.000597438 -0.0267463 0.000483042 -0.00103017 -0.000560117 -0.0076499 -0.0107058 -0.00703696 -0.0121703 -0.00119038 -0.0158467 0.00147209 0.000925065 0.00127924 0.000799329 0.000510052 -0.0183143 0.00103587 0.00268321 0.000297037 0.00213315 -0.00322261 0.00331736 0.00775786 0.00750081 0.0040821 0.0089249
internal_weight=459.85 5.85814 3.74846 453.992 2.10968 450.977 178.255 174.139 22.3894 19.6785 16.633 12.8578 5.97838 2.83729 272.722 253.363 248.788 240.168 235.863 6.40925 229.454 154.493 105.082 92.2349 46.1686 31.3758 49.4109 46.0663 37.3255 30.5513
internal_count=4633 259 178 4374 81 4356 2361 2331 409 378 318 287 150 110 1995 1849 1814 1765 1748 68 1680 994 673 556 338 174 321 218 165 125
is_linear=0
shrinkage=0.0242498


Tree=299
num_leaves=31
num_cat=0
split_feature=4 3 2 3 0 3 2 3 4 2 2 2 4 0 2 2 2 4 4 4 0 1 1 3 3 0 2 3 3 1
split_gain=0.885346 1.91436 2.07117 1.37457 1.31529 1.87316 1.1858 2.83638 3.28978 3.59154 2.40252 2.85709 2.93741 2.64126 2.30323 2.46794 2.23647 1.73614 1.50867 2.61886 1.8884 2.57434 2.64801 1.12138 3.06559 4.0279 3.7365 1.78755 3.74879 3.39295
threshold=49.292797572200008 -0.25098999999999999 -0.15734499999999998 -0.17949499999999999 104.25302938255003 0.074735000000000024 -0.23557500000000001 0.091705000000000023 45.458122212500008 -0.24150999999999997 -0.26416999999999996 -0.27494999999999997 38.804629908750009 98.51854819030001 -0.58319500000000002 -0.51760499999999998 -0.23455499999999999 43.521589032450009 35.476804824450006 39.065416244600009 86.538778761000017 69.999384342500022 78.27445846800002 0.10487000000000003 0.10685000000000001 86.345209775600011 0.20852500000000004 0.096480000000000024 0.095830000000000012 71.053259929650025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 4 -4 -3 -6 7 8 9 10 11 12 -1 14 -14 -16 -8 18 -9 -20 -21 -22 -23 27 25 -25 -26 28 -18 -29
right_child=1 2 3 -5 5 -7 16 17 -10 -11 -12 -13 13 -15 15 -17 23 -19 19 20 21 22 -24 24 26 -27 -28 29 -30 -31
leaf_value=-0.032748898616320701 -0.030959360505111375 0.010212920825045555 0.0079419689407200251 -0.024037161833152163 0.014972064239388088 -0.025167515237525698 0.024086772059582248 0.015081330371274118 -0.026718938844871958 0.01635157490822868 -0.022081055783382601 0.023534083933433366 0.02417749694634205 -0.025274741984660697 -0.029878918381925662 0.013819676631624278 0.00087814662912163804 0.019715062738407691 -0.021896532600121074 -0.012507382572373736 0.019755064667419102 -0.013517110150838865 0.011554328062124473 -0.044391998478441358 -0.0024820606530090265 -0.0045422998749822217 0.017220772469174622 0.0081873370514440307 -0.028895226497933333 -0.0066331359212256184
leaf_weight=1.913862004934346 1.3225441155955184 5.4114342443644992 0.89111667964607422 2.8042507092468441 0.95689321495592627 1.5046377168036995 2.094532578252255 3.0434455651557135 4.1019053063355377 3.3888969843974346 4.9121036757715055 1.702859823592006 2.2091040499508381 1.6885933008743448 1.2392651000991466 1.3679649196565149 286.52300387085415 2.6149602413643143 2.8174429285572868 3.7460229340940741 4.2941636368632308 4.4416756667196733 4.0537889830302447 1.8933822140097607 43.792151612986345 3.9142921071033925 5.4445357847143887 39.60845441557467 2.1435445160605004 9.6688067369395849
leaf_count=97 19 36 12 195 5 47 14 30 153 28 121 13 6 77 31 10 2814 16 46 26 15 35 36 18 317 35 47 187 24 123
internal_value=0.000399239 -0.0053952 -0.00247259 -0.0163256 0.00402964 -0.00956369 0.000567997 -0.00277899 -0.00855253 -0.00450768 -0.00920976 -0.00296324 -0.00832282 -0.00113625 0.00732664 -0.00695108 0.000970704 0.00242048 0.000401209 -0.00190737 0.0014985 0.00560076 -0.00155375 0.000847501 -0.00212132 -0.0175339 -0.000303344 0.00133106 0.000657059 0.00527938
internal_weight=455.51 12.8909 11.5683 3.69537 7.87297 2.46153 442.619 47.5361 22.5246 18.4226 15.0338 10.1216 8.41879 6.50493 4.81633 2.60723 395.083 25.0115 22.3965 19.3531 16.5357 12.7896 8.49546 392.988 55.0444 5.80767 49.2367 337.944 288.667 49.2773
internal_count=4633 314 295 207 88 52 4319 740 536 383 355 234 221 124 47 41 3579 204 188 158 112 86 71 3565 417 53 364 3148 2838 310
is_linear=0
shrinkage=0.0224301


Tree=300
num_leaves=31
num_cat=0
split_feature=4 3 2 1 4 4 4 1 1 0 0 0 2 1 3 0 1 0 2 4 2 2 4 0 2 2 2 3 4 3
split_gain=0.836583 1.49725 2.28597 1.42181 1.22728 1.82544 1.53612 0.813116 4.08728 2.88792 5.07994 2.61696 2.71463 2.85444 7.61445 3.25831 2.32284 3.6635 2.04068 4.51639 3.58788 3.12197 4.78193 2.60981 2.53695 2.24169 6.83146 2.76023 4.28464 2.68316
threshold=33.036871954450007 0.088565000000000019 -0.10771499999999999 59.98487780655001 33.361153777850006 33.96174662340001 34.424709467050008 66.859265246100009 66.235542959850008 92.168410086200012 90.321439350550008 91.886121982450007 0.20852500000000004 65.130586668250018 0.090465000000000031 89.474575039450016 67.606656606400023 89.237990724000014 -0.059424999999999999 38.238138001450004 -0.016014999999999998 0.048475000000000011 36.859113051050009 99.647700605050019 -0.068964999999999985 0.075080000000000022 0.13747000000000004 0.091885000000000022 39.955516828000007 -0.089139999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -6 -7 8 11 10 16 12 13 15 -15 -8 -9 -18 19 23 -20 22 -22 -11 -21 -23 -27 28 29 -28
right_child=4 3 -4 -5 5 6 7 9 -10 18 -12 -13 -14 14 -16 -17 17 -19 20 24 21 25 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.033329520798734753 0.019584740341111559 0.015066260798644548 0.016642285145873174 -0.043953918763741266 -0.027663646429014744 0.020657797091737904 0.00053031174605993529 0.03069032556882597 0.019468610326980648 -0.032539392052750776 -0.030028740636875051 -0.027751041406448757 0.01830083345865308 -0.041670745837148401 0.0078555991466766582 0.018724796700762558 -0.043983110419362127 0.022490948331477287 0.012740337342375665 7.3962763440309134e-05 0.027121818030042551 0.011179863201613986 -0.028964834582277225 -0.0011520155304004264 -0.02788587444028923 -0.0384726573569181 0.0043215842232154069 0.016622973046586109 0.0059252238908162509 -0.040356972409096276
leaf_weight=1.1503500658436681 2.8885401049628845 0.44728799257427487 2.4302049332763991 1.5703776490408925 1.95608595246449 3.2363023723009965 195.91505550802685 2.187022536993025 10.465532470494507 6.3693223278969509 7.3534236755222082 2.7054567625746122 7.5991142988204947 4.7642580382525903 5.9598125964403152 8.7707202807068807 1.3581582782790067 1.4751600204035638 24.980270984349772 98.551360398763777 1.6290848683565844 15.781888065859674 6.3515323817264289 3.5015935174888 2.847844740841551 3.8984533702023354 1.7006139488657934 8.5058047540951502 11.938830918865277 3.518108341842896
leaf_count=121 18 7 57 74 37 36 1554 7 46 108 87 33 41 35 26 51 37 23 183 1291 7 101 128 145 47 90 29 68 104 42
internal_value=0.000469331 -0.0107502 0.000587492 -0.03087 0.000610092 0.000486459 0.000611218 0.000463141 0.00162653 -0.000897451 -0.0145673 0.00079926 0.00114562 0.000540429 -0.0141469 0.00130994 0.00807956 -0.00937356 -5.20584e-06 -0.00254707 0.00360677 -0.000671939 -0.0175159 -0.0214051 -0.000711303 0.00229264 -0.0024519 0.00301991 -0.00372376 -0.0257977
internal_weight=451.808 5.59822 3.58055 2.01767 446.209 443.321 441.365 438.128 236.18 201.948 12.3738 225.714 223.009 215.41 10.7241 204.686 5.02034 2.83332 189.575 111.27 78.3046 53.3243 7.98062 9.87092 101.399 45.3437 29.5618 25.6634 17.1576 5.21872
internal_count=4633 259 178 81 4374 4356 4319 4283 1786 2497 154 1740 1707 1666 61 1605 67 60 2343 1591 752 569 135 253 1338 434 333 243 175 71
is_linear=0
shrinkage=0.0292046


Tree=301
num_leaves=31
num_cat=0
split_feature=1 3 2 0 1 1 3 0 4 2 3 4 0 0 4 2 2 2 0 4 0 4 0 0 1 3 0 2 1 2
split_gain=0.795011 0.871998 1.58418 0.759255 1.97145 4.36545 1.59972 1.4416 2.70213 1.74508 1.30012 1.16478 1.58618 2.57545 0.989064 1.04555 5.71861 5.21447 4.37989 3.76863 3.37817 3.10448 3.72332 3.88028 3.65941 3.96292 3.35777 3.90722 3.6767 3.37086
threshold=90.937096262400004 0.078655000000000017 -0.088274999999999992 76.535026057600007 58.309968391300011 59.240174904450008 -0.27297999999999994 73.921844754800006 35.771221912400001 -0.23381499999999997 -0.23921499999999998 32.724174661450007 93.501885318850015 94.109476856350014 33.361153777850006 -0.079369999999999996 -0.077085000000000001 -0.083330000000000001 86.866770652900016 42.686561923500008 89.576736448400013 41.319407281650008 101.91675926715001 99.88966183685001 81.339300736700025 0.10214000000000002 95.550490414250007 0.18839000000000003 66.859265246100009 -0.06828999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 -5 -6 -7 9 -9 10 -1 12 -8 -14 -13 17 -17 -16 19 -19 -20 24 23 26 -18 -26 27 28 29 -23
right_child=1 -3 -4 4 5 6 11 8 -10 -11 -12 14 13 -15 15 16 21 18 20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.032983346721611857 -0.027963284939540031 -0.023998905620807278 0.012461439565673006 0.013624932826306524 -0.028425542968887413 -0.010069372867976082 -0.034659727133216897 0.012037248347198486 -0.027227208949953549 0.0045387246019270222 0.001085119225038979 0.013918204976707231 0.026919384212464963 -0.026936005645851462 0.00090945428292467812 0.017222493029145389 0.0042883751781696167 -0.019378198388070939 -0.038638748743473401 0.010725652683595061 -0.011591542054038064 -0.019642316743173259 0.01045810833027605 -0.03179941805229132 -0.027449476911570708 0.022812323647547341 0.0065963101540593254 -0.03596602786044923 -0.030630953118905482 2.3257860476682211e-05
leaf_weight=1.368785400874913 0.81144665402825955 1.5362984775856601 1.5726302833063521 6.3456898517906657 2.8752259127795687 7.5789796747267237 1.2001371670048677 1.3744423380121578 3.2705751941539347 9.2834991856943816 1.1283361478708691 3.2146011870354405 0.96782287955284096 0.99366596399340779 192.84249525202904 12.871971002779899 107.1703606818337 3.6045786328613776 4.0950301289558393 6.3254515659064054 6.7567151058465242 5.7779432721435944 9.5707566924393159 2.9151443382725111 3.8923919214867047 1.1140619767829774 12.662328481674193 2.4617239409126332 2.9406708115711799 28.80651856306941
leaf_count=52 135 347 72 32 52 102 21 21 170 194 39 22 3 88 1769 104 623 24 34 37 69 39 60 37 101 10 82 39 73 182
internal_value=0.00034146 -0.0101937 -0.00129756 0.000434606 0.000625316 0.000429206 0.000627797 -0.00452291 -0.015609 -0.000151732 -0.0175893 0.000825448 -0.0133819 -0.00036309 0.000935807 0.000832458 0.00209968 -0.000295715 -0.011479 -0.000201978 -0.0217981 0.00100184 -0.00307852 -0.00541015 0.00337108 -0.016265 -0.003949 -0.0072883 -0.00540698 -0.00326222
internal_weight=447.33 3.92038 2.38408 443.41 426.984 420.639 417.763 16.4256 4.64502 11.7806 2.49712 410.184 3.16163 1.96149 407.023 403.808 190.184 213.624 20.7818 9.93003 10.8517 177.312 65.1351 55.5643 112.177 5.00645 52.6492 39.9869 37.5251 34.5845
internal_count=4633 554 207 4079 3603 3571 3519 476 191 285 91 3417 112 91 3305 3283 1350 1933 164 61 103 1246 512 452 734 111 415 333 294 221
is_linear=0
shrinkage=0.0234978


Tree=302
num_leaves=31
num_cat=0
split_feature=1 1 0 1 4 3 2 0 0 0 3 3 4 1 0 3 0 1 3 1 4 4 0 0 2 3 2 2 4 0
split_gain=2.93572 4.47343 3.33343 2.87421 3.18393 2.82872 4.2964 3.90372 2.73542 6.7241 2.46288 2.87301 2.40215 2.37959 5.29894 5.81097 2.6681 3.77259 3.19676 3.14121 2.79773 4.28337 2.40049 2.60913 2.3248 2.40116 2.31593 6.89082 3.46051 3.71557
threshold=70.348883899450016 70.74946416085001 85.705356740550016 61.917879202350001 40.408647214050006 -0.17949499999999999 -0.088039999999999993 85.619326080400015 85.431134011250023 85.121961326250016 0.4149000000000001 0.18642000000000006 43.735142172100005 71.053259929650025 95.550490414250007 -0.089139999999999997 98.230883170350012 77.621163142300006 0.094595000000000026 72.62331947780001 40.300545846000013 42.081757894750005 99.524031531050014 100.35207663525001 -0.57826499999999992 0.099465000000000012 -0.088880000000000001 -0.156745 40.806664626150003 103.37390357390002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 -5 -6 -7 12 9 -1 11 13 -8 -3 15 -15 18 19 -16 -18 -21 -22 -19 -24 -20 -26 27 -25 29 -28
right_child=1 10 -4 4 5 6 7 -9 -10 -11 -12 -13 -14 14 16 -17 17 22 24 20 21 -23 23 26 25 -27 28 -29 -30 -31
leaf_value=-0.00019112013106359026 -0.0044208513082625977 0.0019035513378266168 0.00062865274239717818 -0.0048350121209518307 0.0017913380085763791 -0.0037653137760715162 -0.0045927218322698669 0.0019310148863026378 -0.0040483406249903504 0.0037575082702810581 -0.0046629064652158646 0.0029997055300975384 0.0020381929300544552 0.00028539003135823453 0.0011915966441910428 -0.0043563000548951878 0.0019739656405887568 -0.0049297732984183171 0.00089005008991688457 -0.0049533564691680238 0.0013094869005619931 -0.0049208588627181011 0.0024353986367618369 0.00019696838527278113 -0.00058334082425683987 -0.0057809189003716335 6.8555191485913453e-05 -0.0037393934911692578 0.0011161215707665901 -0.0042024512773433179
leaf_weight=41.417405887972564 3.7723086792975655 8.2397216120734793 252.1374076642096 3.453426135703924 5.0280296895653072 7.657482383772737 3.1771750170737416 6.662582878023386 2.1721453368663779 7.8550370857119551 1.8064274386269961 4.5471656119916579 1.1353459618985651 7.3126735007390407 40.959971319884062 9.4858798156492394 2.3459853548556557 1.5296305147930969 4.1647620052099228 5.8215468274429423 4.0692160576581955 2.88883759919554 6.3188971281051627 22.763814880629063 2.939809884876011 2.5336580704897642 10.927678443491464 9.7143136283848417 31.689453095197678 4.3638938142685211
leaf_count=521 91 51 1230 83 24 209 64 25 14 23 39 36 10 64 170 297 28 14 20 90 19 43 28 443 18 28 71 289 345 246
internal_value=0.000187346 -0.000202795 0.000409371 -0.000294423 -0.00132535 -0.00081309 -0.0015159 5.35503e-05 0.00024893 0.000438372 -0.000116516 -7.1544e-05 -0.00284702 -0.000149971 -0.000249603 -0.0023357 -2.06079e-05 -0.000383728 0.000714508 -0.00218783 -0.00295183 -0.00127722 -7.1176e-05 1.54646e-05 -0.00131299 -0.00298929 -0.000176978 -0.00098041 0.000378437 -0.0011503
internal_weight=518.892 188.196 330.696 78.5586 27.114 23.6606 18.6326 10.9751 51.4446 49.2724 184.423 182.617 4.31252 178.07 169.83 16.7986 153.031 102.433 50.5982 15.1256 12.7796 6.95805 87.3077 85.7781 9.63823 5.47347 79.4592 32.4781 46.981 15.2916
internal_count=4633 2430 2203 973 415 332 308 99 558 544 2339 2300 74 2264 2213 361 1852 1616 236 180 152 62 1436 1422 66 46 1394 732 662 317
is_linear=0
shrinkage=0.00391285


Tree=303
num_leaves=31
num_cat=0
split_feature=1 1 1 0 3 4 4 0 1 2 0 0 4 3 1 0 3 2 4 3 1 3 2 2 2 0 1 0 4 3
split_gain=0.802379 3.47825 1.60878 3.97242 4.73364 1.8656 3.60481 2.46093 3.57496 3.49823 3.43178 2.94956 2.6615 2.46952 5.65422 2.40438 2.36595 2.61545 2.35118 2.24893 3.37396 2.19218 5.64837 3.7111 2.78613 2.19224 2.59426 4.21369 3.81109 1.91869
threshold=70.348883899450016 70.74946416085001 71.053259929650025 95.550490414250007 -0.089139999999999997 40.722669576350008 40.94178426300001 100.19345760555002 80.677940036650014 0.067985000000000018 102.11570516885001 99.647700605050019 42.580420142950011 0.089045000000000027 75.28220456885002 111.47691637905002 0.079470000000000027 -0.15397999999999998 42.527280425250005 0.072890000000000024 87.313054702550019 0.098510000000000028 -0.0309 0.17437500000000003 0.70681500000000008 103.37390357390002 80.538140213850014 98.230883170350012 40.00488309970001 0.078655000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 -7 11 9 12 -10 13 -9 16 -15 19 17 -8 -18 -12 -21 23 -23 25 -25 26 27 -5 -29 -17
right_child=1 2 3 5 -6 6 7 8 10 -11 15 -13 -14 14 -16 29 18 -19 -20 20 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0011372155169132282 -0.027351630636151911 0.010676632983116847 0.0021813917974553474 0.0059142374065821795 -0.027020175089600366 0.017684418111631836 0.014816622668629913 -0.0073505935800167697 -0.023151740264756509 0.010912672873428945 0.021166763314547307 0.026099553399939794 -0.031892899675363268 -0.033741476276763806 0.0068250279142049721 0.00028566315764739657 0.022540308627450833 -0.018191530848467793 0.0019620139898086923 0.0095869974780426886 -0.019742144697033996 -0.030377108674457125 0.0035997872099544966 -0.030415103424806331 0.015976539087598253 -0.016712887455175473 0.017213124143739694 -0.032447881889422964 0.0099166796088327614 -0.027190157487356263
leaf_weight=285.41397948295344 2.9705615723505607 7.3522373195737591 6.1179299731738865 18.727870164439089 7.3843902857042831 8.3859244938939792 2.4345657676458359 5.1678355019539577 3.0471144057810333 2.7824605423957101 6.0990243600681486 3.8266637641936532 5.4955208273604512 3.1927580870687944 5.893921997398138 5.3660307144746175 7.7853949740529043 3.5664251027628842 5.8695211708545685 11.058052206877617 3.0069852801971129 5.7019189702405129 6.1083021133672428 3.8314137189881867 0.97982254961971182 3.3936748343403442 7.0182282240129998 3.793185439426451 1.9316656254231928 2.1439623057376593
leaf_count=2203 91 51 64 88 300 50 14 39 74 18 32 16 105 33 39 124 23 33 30 89 150 128 65 110 13 345 37 70 12 187
internal_value=0.000356361 -0.00103279 -0.000536286 -0.00108548 -0.0137889 0.000170119 0.00240142 0.000731257 -0.00304419 -0.013602 0.0015767 0.00585112 -0.0199988 0.00315533 -0.0074287 0.00429948 0.0080482 -0.00480032 0.0136948 0.00871579 0.00331668 -0.0035189 -0.0128041 -0.000754998 -0.0209673 0.00203425 0.00405585 0.000279558 -0.0181533 -0.00755817
internal_weight=445.847 160.433 157.463 150.111 13.5023 136.608 85.1222 76.7362 44.167 13.4458 30.7212 32.5693 10.6634 28.7426 9.08668 27.6741 19.6559 6.00099 13.6549 20.1641 14.065 51.4861 11.8102 39.6759 4.81124 34.8646 31.4709 24.4527 5.72485 7.50999
internal_count=4633 2430 2339 2288 364 1924 1056 1006 818 162 656 188 144 172 72 582 100 47 53 271 239 868 193 675 123 552 207 170 82 311
is_linear=0
shrinkage=0.0245507


Tree=304
num_leaves=31
num_cat=0
split_feature=0 2 0 1 1 0 4 2 0 1 3 3 1 0 0 1 0 2 2 2 2 3 1 3 3 0 0 0 0 1
split_gain=0.797582 1.89873 0.78283 1.98963 2.63899 3.88735 3.0514 2.32494 1.955 1.65947 2.64364 1.68636 1.65584 3.44154 4.17733 2.58841 1.87789 1.62873 2.82064 4.88872 2.73107 2.23141 3.41327 1.64848 4.16398 1.46157 4.24118 1.44715 1.29848 6.67883
threshold=71.096275259750016 0.11061500000000003 93.972365491700018 74.927328095600004 75.629015667650023 96.978061681550017 40.858951393400005 -0.61402999999999996 93.843319501450011 69.873026810350026 -0.10696499999999999 0.096915000000000015 76.279622535200005 98.51854819030001 99.403050915200012 77.621163142300006 100.35207663525001 0.075080000000000022 -0.070854999999999987 -0.095854999999999996 -0.079369999999999996 0.083555000000000032 72.04530097975001 0.087245000000000031 0.089505000000000015 93.308316333500017 92.773313165550022 101.31992156225002 90.321439350550008 66.859265246100009
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 6 -6 -5 -7 9 25 -11 -12 -9 -14 -15 27 -17 18 19 21 -21 22 -4 -23 -25 26 28 -16 -2 -30
right_child=2 -3 3 4 5 7 -8 12 -10 10 11 -13 13 14 15 16 -18 -19 -20 20 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.030111917870736766 0.0007145505233091459 0.027275077779595144 -0.033513898160489768 0.00018319113644395737 -0.036087804038926301 -0.033977485746733246 0.0229112701986703 -0.012608792182632927 0.016891796988639979 0.010714456679770824 -0.035425475196381402 -0.003450740100617699 0.018328380545178678 -0.048581634401031172 -0.034414346590866646 0.015520421093810723 0.00039102615663743229 -0.021134847518828763 0.0044847228281812363 -0.033100225427318164 -0.0044321280844390647 0.023211939615700044 0.0078060241826293213 -0.034995937368903975 0.0078544371122838963 0.014327673568563466 -0.032575701807518342 0.0025713020747247183 0.019301382285194919 -0.0074150897862725424
leaf_weight=1.7027585605392226 222.54578729555942 0.56966632604598988 3.2918852125294533 9.4358887597918528 2.252117821481078 1.4584718699916255 8.1515836045145971 6.464513690210878 5.8492861869744948 2.6369040254503489 3.0991131928749374 2.0153338508680463 8.2840580772608501 1.295978377573191 2.345514939166605 6.719577658455818 63.22188689102768 4.4205096741206935 18.621510895900428 7.324542136862874 3.7046527797356266 2.8899181094020596 2.6893361690454185 2.0431979950517407 9.4191004158928973 6.2797466348856679 2.7487626746296874 1.175915256142616 14.978701088577511 12.888892786577342
leaf_count=186 1631 2 120 63 72 50 44 45 35 23 80 18 34 17 47 37 1374 51 127 125 34 13 46 58 67 31 23 12 70 98
internal_value=0.000352672 -0.0157258 0.000436042 -0.00104236 0.00104996 -0.000773991 0.0107174 0.000100302 0.00133058 0.00098992 -0.0114159 -0.0228259 0.00065558 0.00168815 -0.000155759 0.000698534 0.00184457 -0.00530378 -0.0039037 -0.00888432 -0.0234708 -0.000972397 -0.0149352 0.00484655 0.000216196 0.00136057 0.00103892 -0.0220637 0.0014079 0.00694489
internal_weight=440.525 2.27242 438.253 165.21 110.806 93.218 17.5875 90.9659 273.043 267.193 7.75135 5.11445 89.5074 83.0429 74.7589 73.4629 69.9415 54.4047 49.9841 31.3626 11.0292 20.3334 5.98122 14.3522 11.4623 259.442 253.162 3.52143 250.413 27.8676
internal_count=4633 188 4445 2436 1795 1688 107 1616 2009 1974 121 98 1566 1521 1487 1470 1411 641 590 463 159 304 166 138 125 1853 1822 59 1799 168
is_linear=0
shrinkage=0.0272097


Tree=305
num_leaves=31
num_cat=0
split_feature=1 4 4 0 0 2 1 3 2 4 4 2 2 3 2 3 3 0 3 0 3 3 4 2 1 3 3 2 4 2
split_gain=4.50109 6.88979 4.98921 5.34309 5.15375 4.87389 4.21054 5.56162 3.96881 4.13414 5.64524 3.9366 3.63837 3.98857 3.59969 2.51297 3.19004 8.02128 2.97381 2.8944 2.50031 2.27972 4.16324 7.3932 6.53404 4.70113 3.78115 4.36757 10.0886 4.25179
threshold=81.573196594050017 44.749265482150008 44.461493122800007 104.09978726910002 75.994645973400011 -0.18437499999999998 83.602982482550019 -0.15544999999999998 -0.61402999999999996 47.927946529500012 49.064150740050003 0.70681500000000008 -0.098419999999999994 -0.245505 -0.23265499999999997 0.079745000000000024 0.078385000000000024 109.30464220965001 0.090235000000000024 113.82394032690001 0.076130000000000017 0.084365000000000009 42.081757894750005 -0.11692 80.13218303615001 0.093955000000000025 1.0000000180025095e-35 -0.056184999999999992 42.527280425250005 -0.082654999999999992
decision_type=2 2 2 2 2 2 2 2 2 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 -1 6 -2 -8 -4 12 20 21 13 -10 -12 16 17 -3 -17 -19 -11 26 -23 25 -25 -24 -6 28 29 -28
right_child=1 15 8 -5 11 -7 7 -9 9 10 14 -13 -14 -15 -16 18 -18 19 -20 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0019718073980789998 0.0025329606271409875 -0.0032842160727253075 0.0032244709718760338 -0.0032413411476601545 0.00018643356831036842 -0.0022520967306405033 0.0025243782628853401 -0.003342536069385311 0.00038858575022990998 0.00015539036620542261 -0.00028627760535069669 0.0028936686253342521 -0.00025183826619649036 -0.0033517275994674081 -0.0034746897474330716 -0.0038117051171843441 0.0028985946801789314 0.0029328990858203518 0.001485930486839888 -0.00018964833915552579 0.0024203187091603098 0.00044190380597050003 0.0025969395475960106 -0.00096722981942856429 0.0033325673252322459 -0.00074921352606674657 -0.00016687383465561546 0.0020362433942860596 0.0018074136176990945 -0.0032213141082945971
leaf_weight=7.4627864682115606 3.7360624680295604 3.7083194404840532 2.113395929336547 3.330395924858748 64.807205147109926 21.368242622818798 1.9763392456807194 3.7877765523735434 2.9071581410244098 9.630109986290341 7.6149115487933177 5.0475123748183242 9.1496367598883808 10.821939565706998 4.5446491292677784 2.0641976869665082 5.099066959694027 5.6435388745740038 1.4499219851568339 4.1336646368727088 6.6041546668857327 204.25520017696545 9.8905300237238389 59.28558830730617 2.9836024492979041 5.1226505264639846 13.953561873175206 26.769846155308187 23.702458314597607 4.9669091477990142
leaf_count=358 22 73 6 73 405 679 30 157 32 53 53 29 97 238 130 53 33 30 16 52 28 1114 32 425 6 32 92 115 132 38
internal_value=0.000148921 -0.000635795 0.000234626 0.000335763 0.000363582 -0.00150095 0.00018858 -0.00133095 -0.000582977 -0.000739916 -1.72798e-05 0.000405001 -0.00163675 -0.00255971 -0.00147795 0.000572683 0.00098841 0.000266142 -0.00162591 0.00161273 0.00107677 0.000374786 0.00022984 -0.000330639 -0.000761207 0.0014552 0.000678866 0.00113876 0.000575082 -0.00096871
internal_weight=537.931 52.9671 484.964 431.578 428.248 30.8684 9.50018 5.76412 53.386 51.2726 28.3938 420.785 22.8787 13.7291 12.1596 22.0987 18.5846 13.4855 3.51412 9.7772 16.2343 415.738 281.538 77.2824 62.2692 15.0132 134.2 69.3928 42.6229 18.9205
internal_count=4633 1145 3488 2851 2778 888 209 187 637 631 264 2420 367 270 183 257 188 155 69 82 81 2391 1609 495 431 64 782 377 262 130
is_linear=0
shrinkage=0.00283508


Tree=306
num_leaves=31
num_cat=0
split_feature=2 2 4 2 2 2 1 4 1 4 3 3 3 4 3 4 4 2 2 2 3 3 2 2 2 1 2 3 1 0
split_gain=0.771552 1.40694 2.24646 1.42361 2.19733 3.39173 5.30619 1.3967 3.65233 0.795096 2.20634 3.15047 6.37034 2.59078 2.3582 3.57737 3.40748 3.11831 3.89985 3.66265 3.15512 3.45456 3.56601 2.03231 3.69748 5.0147 4.48118 2.33287 2.12302 4.2902
threshold=-0.69416999999999995 -0.63026499999999996 40.574766824850009 -0.59614999999999996 -0.54488499999999995 -0.58319500000000002 75.629015667650023 39.955516828000007 78.290589216800015 42.154118731400011 0.088145000000000015 0.070640000000000022 -0.13578999999999999 43.157831852650006 0.072890000000000024 43.663128814500006 43.813842866750008 -0.088880000000000001 -0.087660000000000002 -0.15781499999999998 0.083395000000000011 0.082535000000000011 0.067985000000000018 -0.160525 -0.08725999999999999 62.084563606450011 -0.084729999999999986 0.12376500000000003 80.677940036650014 87.727077254650013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 11 12 13 -11 -13 -16 -17 19 -19 -18 21 22 -20 -12 25 -25 -26 28 29 -28
right_child=1 3 -4 4 9 -7 -8 -9 -10 10 23 14 -14 -15 15 16 17 18 20 -21 -22 -23 -24 24 26 -27 27 -29 -30 -31
leaf_value=0.015562767935515649 0.00018873060842028132 -0.036576185833191707 -0.039921214849632618 0.020322093166486501 0.0012407603923251303 -0.029565639890971277 -0.028804405747299686 0.015057723208879685 0.021807393422348005 -0.021689898380321176 0.011503283210840784 0.02459458609460401 -0.024494431392163448 0.0025725789896519735 0.0073894603490117193 -0.045388764045124208 0.0026297044939197255 0.032588520093627074 -0.03484657069681299 -0.019322985389497015 -0.020897850663908649 0.025367390814869231 0.0090425743096164881 -0.003147130568140991 0.02482535578444903 -0.035791471662404969 -0.0034822285691567291 0.0091907925492031011 0.0064967801871367919 -0.027623942683453161
leaf_weight=1.8977325214073051 2.1023123422637577 1.1714751974213853 1.2956629004329441 3.1484710723161697 257.4286277917563 3.5982923184637894 2.1067817021394148 6.9723811547737569 1.2952285897335967 2.8008335146587369 3.7243681210093191 2.9495082087814799 7.5903307353146365 25.803570256219245 41.818880520062521 1.0630391612648953 8.5716675117146224 2.6846004724502555 1.5886065866798178 8.8863843883154914 2.9391952720470718 3.6818958262447268 3.2108175405301154 5.5643531996756774 3.0593097861856213 5.2507156378123909 11.12915054894985 4.8917020303197196 4.0811935716774306 6.8127554031088939
leaf_count=19 39 17 14 12 2376 124 75 43 25 50 29 12 177 280 309 13 91 5 42 350 53 15 26 45 9 73 96 30 105 79
internal_value=0.000318311 0.000252144 -0.0151054 0.000372433 0.000167737 -0.0116436 0.000627739 0.00957568 -0.00591986 0.000419395 -0.000917981 0.000853886 -0.00498108 0.00019689 0.0035827 0.00275021 -0.00319619 -0.00177516 0.00660335 -0.00854451 0.000495056 0.00790875 -0.00548471 -0.00543942 -0.00698642 -0.018996 -0.00265321 -0.0057766 -0.00910112 -0.0126491
internal_weight=439.12 437.222 3.39798 433.824 424.385 8.85355 5.25525 9.43908 2.4667 415.532 158.103 113.589 36.1947 28.6044 77.3946 74.4451 32.6262 31.5632 14.1051 17.4581 11.4205 8.48132 4.79942 44.5135 40.7892 10.8151 29.9741 26.9148 22.0231 17.9419
internal_count=4633 4614 53 4561 4476 211 87 85 42 4265 1889 1423 507 330 916 904 595 582 141 441 136 83 68 466 437 118 319 310 280 175
is_linear=0
shrinkage=0.02396


Tree=307
num_leaves=31
num_cat=0
split_feature=1 1 0 1 4 0 0 3 2 0 4 2 0 0 1 3 1 1 2 1 4 2 2 0 2 1 3 2 2 1
split_gain=2.95169 4.13308 3.6457 2.41169 2.75962 2.36986 5.23885 2.25701 3.72289 3.60523 2.30774 2.27497 2.18889 4.47545 3.65535 3.69885 3.04423 2.62001 3.05283 2.60665 5.87066 3.85171 3.25024 2.75103 3.35227 3.16638 2.60082 2.58794 2.58743 3.90747
threshold=70.348883899450016 70.74946416085001 85.705356740550016 61.917879202350001 40.408647214050006 85.431134011250023 85.121961326250016 -0.17949499999999999 -0.088039999999999993 85.619326080400015 43.735142172100005 -0.60414999999999985 96.631250582750013 97.886760529650019 71.053259929650025 0.08376500000000002 78.196493182200015 71.365121072750014 0.10610000000000001 81.339300736700025 44.749265482150008 -0.18437499999999998 -0.61402999999999996 102.75018128760001 -0.078504999999999991 80.677940036650014 0.078770000000000021 -0.14314999999999997 0.28423000000000004 82.49264927465002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 10 -10 -9 14 26 -3 17 -15 -16 -19 23 21 22 -21 -18 25 -25 -14 -28 -23 -30
right_child=1 12 -4 4 7 -7 -8 8 9 -11 -12 -13 13 16 15 -17 19 18 -20 20 -22 28 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.00015359254265247827 -0.0035021236759369611 0.0013950182115303254 0.00050920309468181432 -0.0037780199069939453 0.0012210437416324206 -0.0030449356555644954 0.0027288647507848671 0.0025070749015835884 -0.0036499914996467164 0.0014234283696586418 0.001582315226234172 -0.0034997014933770233 -0.00069669058451337219 -0.0012297485037903238 -0.0038045933993670327 -0.0028127980551086534 0.0011504729079530205 0.00059283997749345918 -0.0039400855979699351 -0.0039653905996750007 0.00081247924891751134 -0.0025633922013433446 0.0012412428211835678 -0.0038920166928576253 0.001032746776938041 0.0014552851739582865 -0.00051024397146362196 0.0018711007981344814 0.0041219036288054397 -0.0035485621727668333
leaf_weight=42.113423010334373 3.5506729939952484 5.8119300408288863 250.01341230422258 3.1515060048550394 4.8683216795325341 2.1977318301796904 7.1860735714435569 0.67852690815926209 3.1109441313892514 6.5810465924441814 1.1147087849676607 6.4382004998624325 6.9868659041821948 24.234188328031451 1.9392935791984225 10.159705350641159 27.632804171182215 12.407221064437179 1.6373412422835816 1.3972536635119466 20.562617914285511 17.311106088105593 7.0906249264953676 3.9548262259922904 5.4230502885766327 1.4821065273135898 5.472008433192971 23.624875830486417 1.4752990119159215 1.1510026180185375
leaf_count=521 91 31 1230 83 24 14 23 3 64 25 10 206 36 271 73 182 127 143 30 38 258 619 174 85 55 10 35 94 5 73
internal_value=0.000148505 -0.000168521 0.000325973 -0.000265579 -0.00104135 0.000125241 0.000266565 -0.000662945 -0.00117467 -2.0677e-05 -0.00226973 -0.002927 -0.000102673 5.74268e-05 -0.000843155 -0.00134072 -0.00025115 -0.000405033 6.43831e-05 1.99448e-05 -0.000457486 -0.00137617 0.00038414 0.000627548 -0.000703014 -0.00243434 0.00101278 0.00142326 -0.00212558 0.000760246
internal_weight=510.759 183.305 327.454 77.4405 25.9433 51.4972 49.2995 22.7917 17.9234 10.8067 4.22565 7.11673 179.754 147.799 31.9555 26.1436 111.715 15.9839 14.0446 87.4807 48.9879 28.4253 8.48788 38.4928 10.86 5.43693 36.0838 29.0969 19.9374 2.6263
internal_count=4633 2430 2203 973 415 558 544 332 308 99 74 209 2339 1880 459 428 1715 246 173 1444 1167 909 212 277 150 95 165 129 697 78
is_linear=0
shrinkage=0.00312018


Tree=308
num_leaves=31
num_cat=0
split_feature=0 2 1 0 3 4 2 3 0 1 1 3 3 3 2 4 2 0 0 0 3 1 1 3 3 4 3 3 2 1
split_gain=0.783856 1.61533 0.76465 3.05396 4.1682 1.65556 2.31815 2.10548 1.75857 1.54129 2.92981 1.31891 1.15337 3.72906 2.26692 2.20764 1.93585 2.22159 3.04134 2.18092 2.6277 2.45609 3.05708 2.04882 1.98154 3.42234 2.54587 2.97054 1.82429 2.30165
threshold=71.096275259750016 0.11061500000000003 71.053259929650025 95.550490414250007 -0.089139999999999997 37.232443001650005 -0.11692 0.11458500000000002 101.11291028615001 70.816675614150014 70.348883899450016 -0.222165 -0.22831499999999999 -0.21029499999999998 -0.15962499999999999 40.00488309970001 -0.096559999999999993 110.98492854115001 110.27248713660002 104.22883325935001 -0.15148999999999999 83.116371560950014 78.537927364800012 0.10821500000000002 0.090235000000000024 41.835830569250014 0.083905000000000021 0.077440000000000023 -0.087660000000000002 82.815264250350012
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 6 8 -8 -5 10 -2 -4 14 -14 -7 -16 17 18 19 21 -21 22 23 24 26 -26 27 -15 -18 -30
right_child=2 -3 3 5 -6 12 7 -9 -10 -11 -12 -13 13 16 15 -17 28 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.028956213588951438 0.001233937910300704 0.024152352669208652 -0.0079940731665688741 0.01533264924271698 -0.028667980281915004 0.011187491804165206 -0.031139818452037327 0.011939450970525668 -0.028459819159816623 0.014452520511406181 -0.021988428683960431 0.017104550643363383 0.026455888829666752 0.010394039549541916 0.0025730464023187819 -0.035205518200000716 0.012303228648867499 -0.030347417879232907 0.026805705808188286 0.023268645084358788 -0.02992129515712345 0.014088296917777989 -0.029432987255297704 0.018732208581643046 -0.028527735357199522 0.0072807907972346096 0.016615983775777329 -0.03689741509385823 0.0030819221489047639 -0.012110110024176833
leaf_weight=1.5820688763633364 281.92305847303942 0.52916111052036274 3.6768644563853741 2.717740586958826 6.2870393692282942 2.3710980443283916 4.0181868373183516 0.9764030418882611 0.82843518315348763 5.9523456892929962 3.8124643706250927 2.3931854050606489 3.9834518446587017 1.8779554683715232 1.7469855328090478 2.7677376875653863 12.155248218215993 2.151719424291513 2.2475940743461242 0.76704580336809147 3.9788774758344507 5.2983231320977202 3.2490682108327738 2.855707984417676 4.8642405625432721 2.9801671132445335 4.5876327864825726 1.8021425474435089 54.671683720778681 7.9029469444649285
leaf_count=186 2015 2 35 25 300 26 197 25 136 35 107 29 22 22 33 61 67 167 22 4 155 38 116 18 48 14 15 23 364 326
internal_value=0.000349495 -0.015645 0.00042715 -0.00114788 -0.0136517 3.33939e-05 -0.011167 -0.0227182 0.00510213 0.00120016 0.00092409 0.00190134 0.000815828 0.00144019 -0.00964561 -0.020587 0.000545603 -0.00440699 -0.00278953 -0.00485139 -0.0213246 -0.00201003 -0.00584918 -0.00180943 -0.00545022 -0.0149237 0.00353823 -0.0127646 0.00297521 0.00116322
internal_weight=436.957 2.11123 434.845 143.157 12.3571 130.8 8.54077 4.99459 3.54618 291.688 285.736 6.07005 122.26 115.374 6.88582 4.51472 111.39 36.6605 34.5088 32.2612 4.74592 27.5152 22.2169 18.9678 16.1121 7.84441 8.26773 3.6801 74.7299 62.5746
internal_count=4633 188 4445 2288 364 1924 383 222 161 2157 2122 64 1541 1421 120 94 1399 642 475 453 159 294 256 140 122 62 60 45 757 690
is_linear=0
shrinkage=0.0263131


Tree=309
num_leaves=31
num_cat=0
split_feature=0 2 0 0 1 4 4 1 3 4 2 2 4 4 0 0 3 0 2 1 2 3 2 2 0 0 0 2 4 3
split_gain=0.693175 1.43603 0.662258 2.78273 2.22712 2.18073 1.91887 3.06127 2.19515 3.13221 1.85529 2.04766 1.8528 1.83605 1.50617 2.09568 1.77068 3.80209 4.81548 3.11194 2.26529 2.02499 3.02074 2.01798 1.82214 3.06895 1.60294 2.03666 1.62036 2.32707
threshold=71.096275259750016 0.11061500000000003 97.789976036950009 97.491557184450016 78.196493182200015 42.081757894750005 40.806664626150003 72.62331947780001 0.088350000000000026 39.955516828000007 -0.61402999999999996 -0.59614999999999996 40.636252116050009 49.960114208400007 99.403050915200012 100.35207663525001 0.076130000000000017 101.11291028615001 -0.088880000000000001 78.895492296100016 -0.15962499999999999 -0.245505 -0.16262999999999997 -0.16077499999999997 102.11570516885001 104.61328277200001 113.1679565431 -0.045684999999999996 46.645430295100006 -0.13578999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 -4 9 -9 -6 -12 -5 -7 -13 -16 21 -18 20 -20 23 22 -17 -19 -23 -26 28 -28 29 -27
right_child=2 -3 4 12 10 13 -8 8 -10 -11 11 14 -14 -15 15 16 17 18 19 -21 -22 24 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.028849456151980479 0.00049689441531787244 0.022745638620644722 0.016588684464711879 -0.00047039009649430972 -0.032467930979305122 -0.031189224643975111 0.0057204925522205885 -0.028925965706395797 -0.02793628867990082 0.027732658945075064 0.021302405244821895 -0.026285263842355272 0.022728247695839837 0.0064730565778617737 0.01694895204751852 0.017148328786604473 -0.032391881291894256 -0.018698453479126839 0.0237405589837714 0.000268237080194604 -0.029255930384685439 0.031571006284593417 -0.031912251685334674 0.0170160884361821 -0.036273160744519528 0.025398690867620137 -0.032755558383346706 0.013874441974740607 0.027328228731409658 -0.017845036614475583
leaf_weight=1.4406420461600635 328.06860275007784 0.50833123177289952 2.1515836045146051 3.7503533493727428 1.1465962860384014 4.2806618809700003 7.8030566126108161 1.2939760307781383 5.7348981029354036 1.4314586892724035 3.4141709549585348 1.4480979754589487 6.6503035402856767 1.1421904000453649 5.2201556833460918 1.5087423593504357 2.9607314094901076 2.6142910729395226 4.7868682369589903 22.090126887022052 5.1424868400208563 2.4596808329224578 2.0784278402570662 1.9049831470474599 1.0586744060274202 1.6939372997730973 1.178987286199116 1.4608591066207748 4.4539813809096813 1.7751104715280215
leaf_count=186 2643 2 8 23 46 84 40 45 90 7 42 12 33 28 28 16 28 177 20 468 280 7 85 21 29 11 68 37 24 45
internal_value=0.000311679 -0.0153924 0.000382742 0.000922982 -0.00159975 -0.00854654 -0.00421471 -0.0115202 -0.0186687 0.000832399 0.000821357 0.00138893 0.0143631 -0.0232566 0.00032389 0.000941519 -0.000520164 -0.00362667 -0.00129582 0.00444872 -0.0172759 0.00642473 -0.0112777 -0.00364391 0.0109344 0.00656668 0.0108603 -0.00695108 0.0167949 0.00327089
internal_weight=432.653 1.94897 430.704 338.469 92.2347 23.8378 18.415 10.6119 8.46033 2.72543 68.3969 67.2503 10.4007 5.42285 63.8361 62.388 57.1679 39.4995 36.5388 26.877 9.66176 17.6684 3.58717 4.51927 14.0812 11.6215 10.5629 2.63985 7.92303 3.46905
internal_count=4633 188 4445 2699 1746 302 190 150 142 52 1444 1398 56 112 1356 1344 1316 994 966 488 478 322 101 198 221 214 185 105 80 56
is_linear=0
shrinkage=0.0263922


Tree=310
num_leaves=31
num_cat=0
split_feature=0 1 4 3 0 2 2 2 1 0 1 1 4 0 0 3 4 3 4 0 0 4 0 3 1 1 3 1 2 1
split_gain=0.632257 3.20586 3.84699 2.28437 1.66968 1.42345 2.47417 2.54595 2.63805 1.78245 1.07632 2.93525 2.27003 3.82204 4.45381 3.82228 4.79415 2.81847 3.39602 2.80661 3.00815 2.35927 4.15897 3.36604 2.74875 4.97805 2.61572 2.25585 2.07658 2.06697
threshold=85.662341410450011 61.917879202350001 43.968221017800005 -0.15849499999999997 85.121961326250016 -0.07490999999999999 -0.017745 -0.013285 59.98487780655001 67.160372556750005 63.910026677050006 62.907231794400012 41.976795488650005 86.345209775600011 86.904409066750006 0.082325000000000023 42.686561923500008 0.086555000000000021 43.157831852650006 87.261973998100004 86.780739992750014 41.542492784600007 86.135510041400025 0.091290000000000024 62.020040611300011 61.987779113750001 0.10336500000000003 62.020040611300011 -0.071969999999999992 64.108972578700019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 5 -1 -7 -8 9 -9 11 12 19 15 -15 -14 -17 -16 -19 20 21 23 -23 24 25 -2 -25 -28 -21 -12
right_child=10 2 -4 -5 -6 6 7 8 -10 -11 29 -13 13 14 17 16 -18 18 -20 28 -22 22 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.0020991859277862614 -0.013324539162474256 0.0012705409191488362 0.01222892776328364 -0.028840833845617826 0.013367577341091659 -0.044795174058930354 0.034120992363691045 0.025774300690551397 0.017910766224236586 -0.033980127570871287 -0.027720071364206511 0.018206501655608442 -0.043583927953326766 0.013044625376278391 -0.02424358950832203 -0.029045350708836602 0.0027688366264519032 -0.011829984085210452 0.020864866300757602 0.0047435014529167967 -0.015674955984417906 0.023871795550344219 -0.00785006101512771 0.018831101456703914 -0.021267722998948801 0.023495843939887847 -0.0094181809821634547 0.013092480252885737 0.02857950111633667 -0.0002231425969597888
leaf_weight=25.450552406255152 8.0579985752701777 2.7076978376135221 3.5770095512270919 8.9057386233471316 8.0316726863384229 1.5172656504437325 1.1770786046981809 0.47311377618462147 1.6159681007266042 3.1548547365237027 2.2758435010910025 9.3703360483050329 2.8489499725401428 17.544973529875278 5.613348193466666 5.8311052471399334 11.809914518147705 6.8155004754662496 4.2515785247087479 5.6729949191212654 6.8312923386692992 10.894503548741339 4.9556159675121298 10.758145697414877 7.5914129503071299 4.8460015431046477 8.5228648558258993 6.4420788064599028 6.4222850427031499 224.93407656360068
leaf_count=334 50 31 77 274 35 18 3 8 9 149 13 54 29 111 35 57 60 35 13 32 38 44 23 35 38 15 37 23 35 2918
internal_value=0.000305079 -0.0025215 -0.0138025 -0.0218203 0.00161566 -0.00121126 -0.0118247 -0.00403392 -0.0125984 -0.0261877 0.000734891 0.0026666 0.00159362 -0.00292375 0.00294697 -0.0127299 -0.0077471 -0.00767405 0.000730216 0.00464528 0.00240624 0.00439626 0.0139538 0.00111861 -0.00756073 0.000503083 0.00803405 0.000272163 0.0173998 -0.000498565
internal_weight=428.902 56.611 15.1904 11.6134 41.4205 33.3888 7.93828 6.42102 5.24394 3.62797 372.291 145.081 135.711 54.7154 34.2254 20.49 17.641 16.6804 11.0671 80.9952 68.8999 62.0686 15.8501 46.2185 20.4954 12.904 25.7231 14.9649 12.0953 227.21
internal_count=4633 938 382 305 556 521 187 169 166 157 3695 764 710 340 194 146 117 83 48 370 303 265 67 198 103 65 95 60 67 2931
is_linear=0
shrinkage=0.0287079


Tree=311
num_leaves=31
num_cat=0
split_feature=0 0 4 0 0 0 1 1 3 0 3 4 0 4 2 2 2 1 0 3 3 3 2 4 4 4 1 3 4 0
split_gain=3.35385 4.98339 2.30927 2.61198 3.72923 2.72126 4.01007 2.28798 3.07652 4.30194 3.09916 2.93233 2.50185 2.36974 2.29617 2.9076 4.3144 3.70557 2.60591 2.28447 2.2389 7.18671 3.05898 3.94234 2.73016 3.06385 4.34997 2.58537 6.12006 2.23726
threshold=93.972365491700018 85.705356740550016 38.238138001450004 94.940210418650011 95.050437202000012 96.631250582750013 73.007768990450018 61.917879202350001 -0.17949499999999999 85.619326080400015 0.091510000000000022 43.968221017800005 85.121961326250016 44.952171034750002 -0.07490999999999999 -0.017745 -0.013285 59.98487780655001 67.160372556750005 -0.25843999999999995 1.0000000180025095e-35 -0.10978499999999999 -0.23353499999999996 48.96897326980001 42.498713093000006 35.119813570500007 57.772276765200012 -0.23921499999999998 48.914776625700007 74.045513828800011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -5 -6 -7 12 -9 11 -11 -10 14 -13 20 -16 -17 18 -18 -4 21 22 23 27 25 -22 -27 28 -1 -24
right_child=2 -3 19 4 5 6 -8 8 9 10 -12 13 -14 -15 15 16 17 -19 -20 -21 24 -23 29 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0034114937673281765 -0.0027250756887214414 0.00047427159822493071 -0.0020900860440769193 0.003069252301847414 -0.0036180599569556509 0.0015091682168533803 -0.0011543950924532765 0.00079236788237040448 -0.0029684216260126356 -0.0014745064013585829 0.0015124222950531599 0.0019585106367656854 0.0012321373831490649 -0.0027427692262963392 -0.0042343755351805382 0.0033563261374867535 0.0023991915658974658 0.0016621473781301096 -0.0030835558079114968 2.4618842067706932e-05 0.0020287885893134601 -0.0032318728302691653 0.0030184834659018659 -0.003989249325507655 0.0025865349831697233 0.0014272156315913549 -0.0027156143039303361 0.0024597123994858465 0.0037066140479133257 -0.00019094450338874442
leaf_weight=2.4078165679238692 4.1551409596577313 249.92884528916329 3.5236828047782174 1.8307139910757566 2.0791640281677273 5.0592092499136951 15.51160454074852 5.9778976589441326 9.8452856028452533 4.6560776717960817 4.7225281372666359 1.7173514105379575 9.8874325007200223 1.2506424337625501 1.8233368210494507 1.5204776227474202 0.65955017600208421 1.961696572601795 5.1828172677196562 160.1840335088782 3.8197169955819827 4.7636133497580948 3.9078898709267369 1.8056507408618925 4.4202485866844645 3.0856171436607838 3.8387945778667927 2.4282062947750096 1.232571482658386 2.3460201881825924
leaf_count=67 48 1217 69 7 27 19 473 38 261 36 16 9 37 62 18 3 8 9 149 1793 24 86 30 14 17 16 36 17 2 25
internal_value=0.000133201 0.000290888 -0.000139954 -0.000820581 -0.000497328 -0.000785602 -0.000499315 -0.000259582 -0.000861845 -0.00130745 2.95396e-05 -0.00228604 4.83715e-05 -2.24975e-05 -0.000210553 -0.00123395 -0.000647246 -0.00142727 -0.0024646 -2.08986e-05 0.000124446 -0.000472351 0.000458082 -0.000619245 0.000867934 0.000160884 -0.00086951 0.000383467 -0.00100143 0.00181454
internal_weight=525.534 333.19 192.344 28.6358 24.4807 22.65 20.5708 83.2612 28.1698 22.1919 9.37861 12.8133 55.0915 2.96799 45.204 11.1479 9.32454 7.80406 5.84237 163.708 34.0561 18.8918 14.1282 7.87425 15.1644 10.7441 6.92441 6.06859 3.64039 6.25391
internal_count=4633 2197 2436 574 526 519 492 980 422 384 52 332 558 71 521 187 169 166 157 1862 334 241 155 100 93 76 52 86 69 55
is_linear=0
shrinkage=0.00259795


Tree=312
num_leaves=31
num_cat=0
split_feature=0 0 4 4 1 3 2 2 0 4 1 4 3 3 2 3 4 0 4 2 1 2 3 3 0 0 0 1 3 3
split_gain=4.08917 4.59438 3.01662 3.01073 2.75932 4.56985 5.0736 3.19696 2.9587 4.98875 4.57092 2.75781 2.74708 4.45376 3.32182 12.4112 3.59113 4.17122 4.07753 3.59547 6.80847 5.25933 4.26211 3.51596 2.70814 4.03103 2.98248 4.30414 2.61781 3.20832
threshold=93.972365491700018 85.990333302400003 44.279556297950009 38.238138001450004 71.830224329350003 0.089505000000000015 -0.10040499999999999 -0.047144999999999999 97.886760529650019 45.921757303800007 75.28220456885002 41.404176814550006 0.080545000000000019 0.079220000000000027 0.15684000000000003 0.099855000000000027 41.243661560350013 86.420486603250012 43.157831852650006 -0.06828999999999999 62.245871094250013 -0.083834999999999993 0.085345000000000018 0.088145000000000015 94.940210418650011 95.050437202000012 96.631250582750013 73.007768990450018 0.11071500000000002 0.093325000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 12 24 5 7 -7 -5 9 -6 -10 -8 13 -3 16 -16 28 23 19 21 -21 -19 -23 -18 -2 -26 -27 -28 29 -14
right_child=3 2 -4 4 8 6 11 -9 10 -11 -12 -13 14 -15 15 -17 17 18 -20 20 -22 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-8.4389105644615609e-05 -0.0033467684237677067 0.00086738905400111617 -0.0011132749894547074 -0.0027757459845286318 0.0011569060332616184 0.0025295361380298143 0.00023962148431694156 0.00052517826449965813 -0.0036533430184583515 -0.0025880127100274398 2.9275049107138579e-06 -0.0037718903495163442 0.00072226524973964383 0.0029922822154401689 -0.0046013427695840454 0.0015123851425569339 0.0023623856190688242 -0.00029341175584153903 0.0013142238338285262 0.0021333298200644081 -0.0025031467003536318 -0.0003087297478967893 -0.0046466375460693333 -0.00011726066557277681 0.0036549094881700075 -0.0043517045757551333 0.0017943283271509409 -0.0015075321849669467 -8.9399552522835633e-05 0.0022182236487721246
leaf_weight=115.41343876998872 4.232380190864208 40.091064433567226 8.4736313140019757 11.741418616846202 39.678732238709927 6.0066739972680807 4.0761975515633804 3.6001906059682396 3.3306225780397645 3.6476212805137029 89.374755285913125 2.6593464240431786 26.458238549530506 12.046625435352324 5.2073935344815236 7.772553063929081 12.505314327776434 13.346803382039065 10.975522398948668 8.3105943053960853 4.6320458091795436 3.1332026720046979 6.6235123053193092 9.4113761372864229 1.8523092679679418 2.3032955834642079 4.9789213761687305 14.518256503622977 12.184685397893189 27.411267237737775
leaf_count=1155 48 179 105 228 180 34 35 33 54 83 1174 41 111 84 56 29 50 59 48 26 29 12 55 46 7 27 19 473 53 100
internal_value=0.000196186 0.00040619 0.000677637 -0.000158193 -1.31652e-08 -0.000874538 0.000481869 -0.00200112 0.000180533 0.000841623 -0.000128431 -0.00134421 0.000753473 0.00135835 0.000540344 -0.000940367 0.000682719 0.000193465 -0.000321163 -0.000819115 0.00047398 -0.00154351 -0.00325359 0.00129759 -0.00108914 -0.000685169 -0.00105393 -0.000664348 0.00119334 0.00148348
internal_weight=515.998 323.997 208.584 192.001 164.116 28.0838 12.7422 15.3416 136.032 43.3264 92.7054 6.73554 200.11 52.1377 147.973 12.9799 134.993 68.9384 47.0217 36.0462 12.9426 23.1035 9.75671 21.9167 27.8852 23.6528 21.8005 19.4972 66.0542 53.8695
internal_count=4633 2197 1042 2436 1862 371 110 261 1491 263 1228 76 937 263 674 85 589 325 229 181 55 126 67 96 574 526 519 492 264 211
is_linear=0
shrinkage=0.00306446


Tree=313
num_leaves=31
num_cat=0
split_feature=4 3 3 0 0 4 4 4 3 3 4 0 3 2 0 0 1 4 3 2 2 2 4 4 2 4 4 3 2 2
split_gain=0.681399 1.82112 1.80594 1.84952 2.38672 1.23197 1.10571 2.29504 1.78142 2.53083 2.13401 1.68737 1.29384 2.11388 1.3743 1.23553 1.25119 3.64612 3.70247 2.76834 2.6914 1.45171 1.11423 2.24671 1.10238 0.960011 2.19509 1.69874 1.30165 1.86643
threshold=49.292797572200008 -0.25098999999999999 -0.17949499999999999 100.01333091085002 104.22883325935001 52.834037000700008 47.927946529500012 46.095286511800005 1.0000000180025095e-35 -0.55393499999999996 48.914776625700007 93.047535894850014 0.074735000000000024 -0.088465000000000002 87.345316200150009 75.994645973400011 83.602982482550019 44.749265482150008 -0.098985000000000004 0.20852500000000004 -0.13509999999999997 0.70681500000000008 41.243661560350013 41.404176814550006 0.11061500000000003 44.578137159850009 44.749265482150008 0.092385000000000023 -0.098419999999999994 -0.22573999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 7 15 9 -8 -11 -10 13 14 -9 22 21 18 20 -20 -18 25 -1 -24 -25 -17 -27 28 29 -28
right_child=1 2 3 4 5 -7 8 12 11 10 -12 -13 -14 -15 -16 16 17 -19 19 -21 -22 -23 23 24 -26 26 27 -29 -30 -31
leaf_value=-0.025639603206165769 -0.038194087371994458 0.019062938877765619 -0.032201102906491849 0.01794167605135567 -0.030473099642235237 0.0067054571092791341 0.024808405910289454 0.006050705969775986 0.032386368584575297 0.001566413101914839 -0.029099721511987312 0.0074806758370842595 -0.02893870609262467 0.021734216406990206 -0.034673509200785643 0.0010585584381139971 0.027936881965156538 0.024312561275943417 -0.032193828750893522 0.01767361328355032 -0.031237618975765848 0.018632160204007781 0.040528243204637923 -0.029137569016499686 0.019205153795457109 -0.039176159608084023 0.0065805915248003293 -0.037560928074681012 0.015518050411766971 -0.031525467940064972
leaf_weight=2.6541271316818884 1.2468548845499743 2.3378296177834264 1.9798204823164258 2.7466235999017954 2.0379051547497515 1.052673519356176 2.2823995798826209 1.0243770405650141 3.1367598772048932 5.3833881150931138 2.6309362687170506 6.5263409139588475 3.0984713295474648 1.477374150417744 1.7441697921603916 359.98362135398202 2.1427383795089558 2.2453714469447723 6.4135359738429534 1.0024920090800149 0.83063648198731144 3.59925752878189 0.75818889588117633 1.388276078738272 0.499545607715845 1.4734636764042068 2.6198202463565381 0.94250692334026087 3.2382083088159552 1.6200359854847195
leaf_count=224 19 17 96 47 110 25 8 16 10 37 32 60 72 12 46 2643 55 13 548 47 66 37 4 160 3 28 83 15 27 73
internal_value=0.000366139 -0.00636506 -0.00245696 -0.0088929 -0.000987391 -0.0178098 0.000549431 0.000228586 0.00695925 -0.00111727 -0.00850064 0.0155654 -0.0152272 -0.00522118 -0.0196053 0.000518595 0.000702295 -0.00793473 -0.0149041 -0.0254528 0.011406 0.000994487 -0.0128638 -4.87813e-05 -0.0163454 0.000822856 -0.00775294 -0.00225438 0.00219552 -0.00797962
internal_weight=430.118 11.4017 10.1549 7.81702 5.8372 3.09058 418.716 398.756 19.9598 10.2967 8.01432 9.6631 7.34439 4.24592 2.76855 391.412 386.112 12.6348 10.3894 7.41603 2.97337 373.477 5.30014 2.64601 1.88782 369.878 9.89404 8.42057 7.47806 4.23986
internal_count=4633 314 295 278 182 135 4319 4172 147 77 69 70 146 74 62 4026 3635 729 716 595 121 2906 391 167 163 2869 226 198 183 156
is_linear=0
shrinkage=0.0279068


Tree=314
num_leaves=31
num_cat=0
split_feature=0 2 1 0 3 4 2 3 1 1 1 3 2 3 3 2 2 2 3 4 2 4 2 4 1 3 3 4 0 0
split_gain=0.638021 1.1481 0.638921 2.63545 3.9303 1.36507 2.07044 1.8414 1.69447 1.30133 2.50891 1.20828 1.20051 1.06699 2.87429 1.85748 5.39999 2.41647 3.16767 2.65662 1.65172 1.99179 1.428 1.90522 3.99913 2.60123 2.53119 2.83542 2.40217 2.27894
threshold=71.096275259750016 0.11061500000000003 71.053259929650025 95.550490414250007 -0.089139999999999997 37.232443001650005 -0.11692 0.11458500000000002 73.448676123850007 70.816675614150014 70.348883899450016 0.078095000000000012 -0.21563499999999999 -0.22831499999999999 -0.21029499999999998 0.059500000000000011 -0.0025899999999999999 0.22387500000000005 0.10214000000000002 43.477771593600004 -0.15962499999999999 40.00488309970001 -0.096559999999999993 44.749265482150008 82.815264250350012 0.082685000000000022 0.089850000000000027 41.243661560350013 101.61296349840002 97.789976036950009
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 6 8 -8 -5 10 -2 -12 -4 20 -15 16 22 -17 19 -19 -7 -22 -16 24 25 -24 28 -28 29 -27
right_child=2 -3 3 5 -6 13 7 -9 -10 -11 11 -13 -14 14 15 17 -18 18 -20 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.029603485416128433 0.001132808312668707 0.020653900887882538 0.015476733655697105 0.035185494970255506 -0.029286950813228005 0.0088458988736478186 -0.031642163771245582 0.010827241061265579 -0.0069851222665540712 0.013720347313810185 0.0065004346445708986 -0.030161417835237861 -0.0087044503157936194 0.025213720461536419 -0.0041514076312065794 0.012956695691974631 -0.034270361211440691 -0.023410826460067362 0.022306333506688317 0.011415695941088244 0.0030068800316034529 -0.035210495876749334 -0.013354954318230711 0.018181511969524992 -0.030873244206049606 0.018302233730047347 0.0061374037435977533 -0.02110847604244331 0.027808926052742274 -0.0087032373975963542
leaf_weight=1.247259460040367 279.17648162716068 0.45300118625164021 2.6577624166384339 0.9759665131568912 5.7799917218508181 2.2199626225046813 3.5878508402965954 0.94241944691748347 2.4333525935653597 5.8551793615333727 0.86124957934953217 2.7739433527458459 3.4485064232721925 3.5789489191956809 33.60387433000141 16.906015718588609 3.5128480702405787 5.1758617390878481 2.5392628107219934 2.3186030853539705 1.6537906459998328 2.5102117655333132 5.5685739591717782 5.4822090845555058 2.6544899438740677 4.9245519489049929 9.8776744585484249 3.8928783573210231 5.9664484150707713 4.2613010760396719
leaf_count=186 2015 2 32 2 300 26 197 25 159 35 22 85 32 22 642 122 99 77 26 21 33 61 39 37 163 19 75 29 25 25
internal_value=0.000316599 -0.0162134 0.000382707 -0.00114174 -0.0133063 1.88267e-05 -0.0108294 -0.0228074 0.00508682 0.00110342 0.000842207 -0.0214755 0.00182045 0.000757209 0.00137944 0.000579872 -0.00149378 0.00671814 -0.00379332 -0.0126364 -0.00998995 -0.0200319 1.65935e-05 0.00330224 0.00110627 0.00356744 0.00682555 -0.00156489 0.0144509 0.00577444
internal_weight=426.84 1.70026 425.14 136.473 11.8863 124.587 7.93959 4.53027 3.40932 288.667 282.812 3.63519 6.10627 116.648 110.264 106.685 79.7448 26.9397 10.0337 7.49446 6.38397 4.164 76.232 42.6281 37.1459 34.4914 28.9229 13.7706 15.1523 9.18585
internal_count=4633 188 4445 2288 364 1924 383 222 161 2157 2122 107 64 1541 1421 1399 1153 246 124 98 120 94 1054 412 375 212 173 104 69 44
is_linear=0
shrinkage=0.0270383


Tree=315
num_leaves=31
num_cat=0
split_feature=2 3 4 4 2 4 2 2 4 0 4 2 4 4 0 1 1 4 1 1 3 2 2 4 1 0 1 0 1 0
split_gain=0.603257 2.99892 1.88518 1.74339 2.83659 2.57992 2.02584 2.808 2.4528 1.7684 1.66087 1.3592 1.31938 1.98108 1.71429 1.88231 2.42076 1.08751 1.66238 1.56193 1.42183 1.17213 2.91988 2.70825 2.19533 4.18124 2.06051 1.69038 1.76072 3.56563
threshold=-0.23557500000000001 0.091705000000000023 43.521589032450009 45.458122212500008 -0.24150999999999997 50.189067467950004 -0.26416999999999996 -0.27494999999999997 38.804629908750009 98.51854819030001 40.00488309970001 -0.23455499999999999 35.476804824450006 39.065416244600009 86.538778761000017 69.999384342500022 78.27445846800002 49.292797572200008 87.143681840350013 87.313054702550019 0.074735000000000024 -0.16164499999999998 -0.22386500000000001 35.374259656300005 62.084563606450011 71.340924949550015 69.873026810350026 75.994645973400011 58.309968391300011 81.90387694410002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 4 6 -5 7 8 -1 10 -10 -2 -3 -14 -15 -16 -17 21 -19 -20 -21 22 23 -13 25 -25 -24 -23 -29 -30
right_child=11 2 -4 5 -6 -7 -8 -9 9 -11 -12 17 13 14 15 16 -18 18 19 20 -22 27 26 24 -26 -27 -28 28 29 -31
leaf_value=-0.031692661851138892 0.018267399511155649 0.014436239917494278 0.01890847551038239 -0.02547061648878662 0.014275804932816463 0.021770638296670707 -0.02046614322551947 0.022838247826551399 0.016977267131280931 -0.023675076633373586 -0.0096649030735866878 -0.030823467448892403 -0.019432140111656566 -0.011388061866302316 0.017714925527672551 -0.012517348319699287 0.012057604018107805 -0.016736367637052246 0.019649361767832683 0.0063854332988623483 -0.022979793218342846 -0.016649180935413548 0.02130287722489866 0.0031981495466664569 0.011226331625730699 -0.031284483668310922 0.0034437948680533315 0.013974425781706728 -0.026055874520768411 0.00038999813121336457
leaf_weight=1.6503685190691637 1.9926837561652053 2.8421524178702446 3.0828720529098055 4.1888330975780255 3.0106558696134025 0.61658240109682072 4.6148704372462825 1.6173010249622155 2.3713756315410137 1.3248127412516622 2.0100001380778849 1.3160880841314853 2.438572965096685 3.6278884410858145 3.9274344071745855 3.8837897032499313 3.5828044617082924 4.2715071323327702 1.5406517833471296 1.6915032877586784 1.4020133094163609 2.7325025384780011 6.3453665571287257 6.4089591735973936 6.2071714053163296 2.1948057115077972 5.7033873645705171 4.3712413012981406 2.3875096081756046 329.70303511229577
leaf_count=97 17 30 23 159 28 5 121 13 11 77 36 63 46 26 15 35 36 157 8 24 104 189 36 49 44 102 75 22 58 2927
internal_value=0.000226075 -0.00214014 0.00319773 -0.00797196 -0.00466098 -0.0194091 -0.00885652 -0.00288619 -0.00854158 -0.00184572 0.0047549 0.000506256 0.00081212 -0.00140556 0.00152077 0.00563098 -0.000725192 0.000412197 -0.00703301 0.00191099 -0.00692319 0.000592681 0.00481856 -0.0011812 0.00145279 -0.00559831 0.0128491 0.000241651 0.000378826 0.00019987
internal_weight=423.059 44.7903 23.3855 21.4048 16.5994 4.80542 13.5887 8.97386 7.35656 5.70619 4.38138 378.268 20.3026 17.4605 15.0219 11.394 7.46659 376.276 8.90568 4.63417 3.09352 367.37 28.1758 16.127 14.8109 8.60376 12.0488 339.194 336.462 332.091
internal_count=4633 758 211 547 383 164 355 234 221 124 47 3875 188 158 112 86 71 3858 293 136 128 3565 369 258 195 151 111 3196 3007 2985
is_linear=0
shrinkage=0.0215623


Tree=316
num_leaves=31
num_cat=0
split_feature=0 0 4 1 0 2 0 1 4 0 2 0 1 0 0 2 1 4 3 4 3 3 2 3 4 0 4 2 2 0
split_gain=3.39864 3.49677 2.64696 2.37165 3.55575 2.29937 2.29058 2.81425 2.64181 4.55841 3.41313 3.37463 5.7342 3.17472 3.71295 3.85256 2.82583 3.45849 2.594 2.2655 2.25093 4.15072 3.72914 11.1725 3.62103 4.17985 3.54418 3.64054 8.91451 3.49926
threshold=93.972365491700018 85.990333302400003 44.279556297950009 63.565904036300005 91.625341543800019 0.70681500000000008 85.931187223550012 61.987779113750001 41.873095646600007 85.823648898300021 -0.082654999999999992 85.121961326250016 61.546871980350012 85.769879735700016 85.431134011250023 -0.087660000000000002 61.076391807500009 48.393869453650005 0.10214000000000002 48.96897326980001 0.080545000000000019 0.079220000000000027 0.15684000000000003 0.099855000000000027 41.243661560350013 86.103248543850015 42.759119507950011 -0.06828999999999999 -0.083834999999999993 86.904409066750006
decision_type=2 2 2 2 2 2 2 2 2 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 20 -4 -5 -2 8 -8 11 10 13 12 -1 14 16 -16 17 -10 -12 -19 21 -3 24 -24 -22 -26 27 28 -27 -28
right_child=5 2 3 4 -6 -7 7 -9 9 -11 18 -13 -14 -15 15 -17 -18 19 -20 -21 22 -23 23 -25 25 26 29 -29 -30 -31
leaf_value=0.00045644034417163028 -0.00021143642013284294 0.00076742615507258659 -0.0049177772571505352 0.0011475676039267393 -0.0035517198825619624 0.0017711477273342647 -0.0045916710706984535 -0.0002213259656118703 -0.0036071732362391437 -0.0041862266291943897 -0.0025945891555874583 0.0011300404913475056 -0.0030614897336533383 0.0026473653426840717 -0.0031523700183483812 0.0010419469432058058 0.0017741670196649421 0.0014800297744024307 0.00069829827919426219 -0.0011478443979572844 0.0011304251450508062 0.0028953489373535549 -0.0044843752921832391 0.0012617105260719756 0.0023062231951664651 -9.4020935856568833e-05 0.0018540825258892878 0.00048214731570843768 -0.0042098477910552283 -0.00035435574811594727
leaf_weight=17.533415211830292 177.06690878962399 38.576836508698761 1.2427224293351162 4.4211255684494972 2.1610856843180954 5.4355276986025265 2.1912901662290087 3.3727967813611031 2.427114360965791 2.7947246655821791 8.0392606188543123 31.577416453510523 5.4832709310576311 4.2152233868837348 5.9954085499048233 2.9434334039688093 9.4446463873609883 6.7153555676341039 2.9473222605884066 5.2849889993667603 65.426402575336397 10.516569361090658 5.1472991965711099 7.4885050356388092 7.1510522775351992 13.482813499867911 12.518253065645697 13.021836146712305 7.3194526880979565 13.382694610394536
leaf_count=227 2387 179 10 46 49 49 24 20 81 27 189 127 167 12 71 14 105 30 21 40 264 84 56 29 33 60 42 58 55 77
internal_value=0.000173227 0.000363193 0.000598557 -0.00111355 -0.000395313 -0.000152388 -6.49563e-05 -0.00194249 3.41575e-05 -0.000458584 -0.000241605 0.000492722 -0.000381637 0.000194466 -0.000120658 -0.00177124 0.000497398 -0.000338413 -0.00171122 0.000322706 0.000667603 0.00122326 0.000479391 -0.001079 0.000628229 0.000136918 -0.000122819 -0.000762859 -0.00154221 0.00071301
internal_weight=495.325 312.822 201.857 7.82493 6.58221 182.502 110.966 5.56409 105.402 50.8075 48.0128 54.5941 23.0167 37.0262 32.8109 8.93884 23.8721 14.4275 10.9866 12.0003 194.032 49.0934 144.938 12.6358 132.303 66.8761 59.7251 33.8241 20.8023 25.9009
internal_count=4633 2197 1042 105 95 2436 1155 44 1111 590 563 521 394 353 341 85 256 151 210 70 937 263 674 85 589 325 292 173 115 119
is_linear=0
shrinkage=0.0030025


Tree=317
num_leaves=31
num_cat=0
split_feature=1 3 2 3 0 2 2 2 2 2 1 4 1 4 4 2 4 0 4 4 0 3 4 3 3 3 2 2 4 3
split_gain=0.589042 1.45309 1.44211 0.697638 0.999476 0.645818 0.990668 1.35233 1.92294 2.06529 3.87634 2.94062 1.14282 0.838811 2.69353 1.78525 1.74971 2.70279 2.27341 1.71784 2.4471 1.58054 3.43306 1.93665 1.78889 1.63246 1.70937 1.9445 1.52478 1.44033
threshold=89.89935142405001 0.078655000000000017 -0.088880000000000001 0.078385000000000024 122.90286343345001 -0.69416999999999995 -0.63026499999999996 -0.59614999999999996 -0.51760499999999998 -0.58319500000000002 75.629015667650023 49.520520114700005 78.27445846800002 42.783136484500005 42.982930821650008 -0.237895 42.684965421050009 86.866770652900016 42.720329370750001 42.620627117000005 88.350799540950007 0.085910000000000028 43.157831852650006 0.085895000000000013 0.10249000000000003 0.086375000000000021 -0.097799999999999984 -0.0025899999999999999 44.202975721700007 0.092385000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 -1 -7 12 9 10 -9 -11 -8 16 -15 28 19 18 -18 -10 -21 23 24 -17 -23 -24 29 -28 -16 -27
right_child=1 -3 3 -5 -6 6 7 8 13 11 -12 -13 -14 14 15 21 17 -19 -20 20 -22 22 25 -25 -26 26 27 -29 -30 -31
leaf_value=0.015511201931746616 -0.026773844807331797 -0.026298537868780732 0.01417275263219276 0.029915127514973921 -0.027152224477532953 -0.013859323853356561 0.0033432139278330398 0.019070461540282288 0.0010186043536676876 -0.029817142237225806 -0.029175628664179901 0.027079868000958459 0.022506780095283743 -0.015408386857424791 0.0057545528720909017 0.0017874781223014876 0.026212407502188537 -0.010397636216732802 -0.0018861955572302836 -0.034328883301756104 0.0026823262423580846 -0.037465123760639672 -0.021641139145000734 0.027014435052846383 -0.0046133330340413737 -0.0008629003310754187 0.0092728572889744301 -0.015112563473188722 -0.028116426673605917 -0.033454717407227906
leaf_weight=1.7647408274933685 0.85254895850084755 1.8019827105745205 1.2410430064192035 0.81973217986524094 0.52217678481247265 3.0717223379760972 5.3322051378199813 2.839664064347744 277.99155643279664 4.2595561858033744 1.6554872372653333 0.6586475521326064 3.08481042413041 8.0399467687820998 1.2373224707553157 60.621305080363527 6.016910716891287 2.8479089252650729 2.5851644957438111 2.1020248967688522 2.405870889313519 2.7275610538199571 2.0843851550016579 1.9732546806335438 1.6833293009549377 2.1208180077374048 12.830068927258258 2.4448222578503076 2.5646719145588577 1.4227763954550026
leaf_count=19 154 376 43 3 36 37 39 12 2280 149 57 4 19 82 38 779 60 26 20 26 16 38 17 10 15 32 79 40 108 19
internal_value=0.000278626 -0.00807304 0.00148657 0.0108144 0.00193438 0.000383682 0.000319292 0.000425123 0.000217545 -0.0109757 0.00130225 -0.0221975 0.0103666 0.000485175 -0.00150048 -0.000281222 0.001159 0.0107625 0.017768 0.000769759 -0.0145759 0.000445899 -0.00483798 0.00258274 -0.0249279 -0.000598637 0.00173209 0.00536985 -0.0170934 -0.0139487
internal_weight=421.604 5.23748 3.4355 2.58295 1.76322 416.367 414.602 411.53 403.113 9.41336 4.49515 4.9182 8.41702 393.7 99.7503 91.7103 293.949 11.45 8.60208 282.499 4.5079 87.9083 25.3138 62.5946 4.41089 20.9029 18.8185 15.2749 3.80199 3.54359
internal_count=4633 612 236 82 79 4021 4002 3965 3907 222 69 153 58 3685 1257 1175 2428 106 80 2322 42 1029 240 789 53 187 170 119 146 51
is_linear=0
shrinkage=0.0250597


Tree=318
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 3 1 1 4 0 2 1 3 2 4 2 1 1 2 1 2 1 2 2 3 0 1 0 2
split_gain=3.88917 4.24553 4.16587 2.41685 5.07628 4.28117 3.63378 3.0486 2.83781 5.22238 3.99824 3.65762 3.4946 4.5275 2.85942 4.88111 2.63134 3.3141 2.6277 2.35361 2.81843 2.38586 2.99757 3.15867 2.28547 3.04987 2.23886 2.22496 2.30141 2.17082
threshold=70.348883899450016 70.74946416085001 85.732241321850012 96.631250582750013 97.886760529650019 71.053259929650025 0.08376500000000002 78.196493182200015 81.339300736700025 44.749265482150008 102.75018128760001 -0.18437499999999998 83.602982482550019 -0.15544999999999998 -0.078504999999999991 40.00488309970001 0.10610000000000001 71.365121072750014 80.677940036650014 -0.087660000000000002 77.621163142300006 -0.14510999999999999 75.629015667650023 -0.50748499999999985 -0.14314999999999997 0.09803000000000002 96.082805124100005 75.180043159850015 96.870523356300012 0.28423000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 -3 16 19 10 11 -9 12 -10 -14 18 -16 17 -7 -12 21 -21 22 23 -6 25 -5 -8 28 -26 -13
right_child=1 3 -4 4 7 6 26 8 9 -11 14 29 13 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.00022183237508076613 -0.0034617579141966934 0.0014528697064949581 0.00057011738574124816 -0.0022996422817689707 0.0019593121422543541 -0.0037542015113785489 -0.0036308564568321702 0.0012199047678283052 0.0024984670189601562 0.00071793003145178961 -0.0037232615714498595 -0.0024393476914391665 0.0024901514049573189 -0.0035984574826426223 -0.0033608174929440201 0.0026327834120732636 -0.0039528115676345458 0.00053148845498811694 0.0010907876851511435 -0.0029143579504638381 0.0011904391254078104 0.00081113709155940803 -0.0041235680456040624 -0.0035106521810659599 0.0016517062924379872 0.0016984868764618726 -0.00040555714026531799 0.0023248697231934624 -0.00064486940079172832 0.00051257211447680931
leaf_weight=81.87953695631586 3.5813205018639556 6.0464269611984482 251.00213062763214 3.9691661596298209 2.6788286752998829 1.939279505983001 7.7103980644606036 28.302204978652298 3.8437548521906155 19.684273861348629 4.1172564188018423 17.248389537096958 1.7841356866993008 3.1210841028951108 1.9134507859125731 3.7152091674506664 1.8057535253465165 12.408803378697483 1.4165084138512609 9.393285069614647 1.8632099088281382 7.545426759868862 2.7727081994526088 1.5484820110723374 9.3277414888143593 3.2058476805686951 2.7013866603374481 13.414849005639551 7.1762203313410273 2.6747042136266819
leaf_count=993 91 31 1210 31 16 73 167 127 25 258 85 619 30 157 43 12 30 143 10 122 11 44 40 38 32 12 15 51 39 78
internal_value=0.000177709 -0.000174231 0.00037532 -0.000110009 5.28246e-05 -0.000862545 -0.00138954 -0.000266871 3.81833e-06 -0.000491285 0.000610472 -0.00132145 0.000321772 -0.0013839 -0.000934737 0.000595272 -0.000484288 -4.77632e-05 -0.00249098 -0.0011882 -0.00223492 -0.000378166 -0.00166013 -4.43592e-05 0.00103209 -0.000513249 -0.00279404 0.00140269 0.000653114 -0.00204305
internal_weight=519.792 186.91 332.882 183.329 150.717 32.612 26.5656 113.623 87.821 48.3563 39.4646 28.6721 8.74897 4.90522 11.1624 5.62866 16.1538 14.3481 5.53376 25.8019 11.2565 14.5454 7.00002 4.22731 37.0938 7.17501 10.4118 29.9188 16.504 19.9231
internal_count=4633 2430 2203 2339 1880 459 428 1715 1444 1167 277 909 212 187 150 55 246 216 95 271 133 138 94 54 165 43 182 122 71 697
is_linear=0
shrinkage=0.00304878


Tree=319
num_leaves=31
num_cat=0
split_feature=1 0 1 4 1 1 1 4 3 3 2 3 0 0 2 3 1 3 3 3 3 1 3 3 0 0 4 4 2 3
split_gain=4.40873 4.83069 3.84037 2.26284 2.35537 1.90389 6.94397 2.37356 1.99471 2.23752 4.40149 5.435 4.23985 3.05582 2.92752 2.05564 1.91368 2.33803 1.81936 3.01865 1.8148 2.6062 4.38635 3.74003 3.21892 2.45983 2.38823 2.26078 1.74845 1.87039
threshold=70.348883899450016 85.732241321850012 70.74946416085001 37.232443001650005 71.397382570300024 71.053259929650025 71.504920895500007 49.064150740050003 -0.25843999999999995 -0.20885999999999996 -0.16533 -0.22831499999999999 95.550490414250007 97.886760529650019 -0.17605999999999999 0.079470000000000027 75.085947125300024 0.086075000000000026 0.099855000000000027 0.12001500000000002 -0.15544999999999998 61.993156030000002 -0.04931 0.083905000000000021 85.705356740550016 78.252950803000019 38.983591653800012 38.060777288450005 -0.11692 0.11458500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 -2 4 -4 -5 7 -7 -8 10 -10 -12 -11 14 -14 -16 17 -17 20 -20 26 22 27 -24 -23 -25 -1 -22 -6 -30
right_child=2 -3 3 5 28 6 8 -9 9 12 11 -13 13 -15 15 16 -18 -19 19 -21 21 24 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.0035548781331914154 -0.0036354367251921656 0.00063897504036811343 0.00092705062609921675 0.0017382683017095339 -0.00045657905537144775 -0.0037947402532731078 -0.0025429792044738483 0.0018638882015878527 0.0033949320751745717 -0.0035923167299727818 -0.002737359521067313 0.0027391010720255139 -0.0015018086205985082 -0.00027580492809016076 -0.0004092862702608118 0.0022246771947680168 0.0025203834470256346 -0.00056959035261390913 0.0013370234591032393 -0.0020264705322192173 8.6259702169152929e-05 -0.0032517117676984127 0.001652505975425222 -0.0038478853135801724 0.0007750026920084396 -0.0002780350255031708 0.00070534242387173575 -0.0038341074809127504 -0.0039103752640352735 0.00054556140339251434
leaf_weight=1.5200866661034549 3.4251329544931641 245.12349870521575 3.5229198578745118 6.0722249010577789 4.1396363670937708 6.7422578996047369 3.0761726372875264 0.88546074368059624 6.1383220823481679 3.4406921754125497 4.2806683657690883 3.4599026050418598 4.8645742759108535 84.189628366148099 6.6130945459008244 5.9282868281006831 12.636528484523295 6.7748136185109615 13.771704670041801 3.5418722052127114 2.2257826570421448 8.4072947995737177 10.805684547871353 2.4262545937672249 2.792261376976966 12.736340170726178 16.155185928335413 5.1392382364720106 5.6736003028927362 1.2060458431951699
leaf_count=71 91 1210 24 39 168 177 77 9 21 149 51 18 39 1203 29 19 51 35 71 30 57 211 58 47 11 81 182 174 202 28
internal_value=0.00018992 0.000413213 -0.000228933 -0.000160155 -0.00138577 -4.52439e-05 -0.000117913 -0.00313786 4.49929e-05 0.000102545 0.00134006 -0.000289475 -3.54665e-05 6.56684e-05 0.000846511 0.00120403 0.00162507 0.000734439 -0.000282694 0.000648947 -0.000541986 -0.000891637 -0.000435992 0.000191748 -0.00224778 -0.000849267 0.00033896 -0.00264933 -0.00212518 -0.00312922
internal_weight=497.715 324.645 173.07 169.645 14.5422 155.103 149.03 7.62772 141.403 138.327 13.8789 7.74057 124.448 121.007 36.8173 31.9527 25.3396 12.7031 79.5217 17.3136 62.2081 44.5329 33.3333 25.9683 11.1996 15.1626 17.6753 7.36502 11.0193 6.87965
internal_count=4633 2203 2430 2339 422 1917 1878 186 1692 1615 90 69 1525 1376 173 134 105 54 993 101 892 639 417 186 222 128 253 231 398 230
is_linear=0
shrinkage=0.00324939


Tree=320
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 4 3 2 0 3 0 0 0 1 3 1 3 3 1 3 4 4 0 0 0 3 2 2 0 0
split_gain=4.58162 5.23593 4.45471 3.22492 3.50929 3.41464 3.1549 4.33632 4.03886 2.82638 2.55431 2.66864 4.44266 3.87643 4.03922 3.24476 4.38146 3.4064 4.88324 3.30292 2.97206 5.30114 3.80539 2.53945 4.07965 2.81846 4.8375 5.81995 4.60821 3.87158
threshold=70.348883899450016 85.705356740550016 70.74946416085001 61.917879202350001 85.121961326250016 40.408647214050006 -0.17949499999999999 -0.088039999999999993 85.619326080400015 -0.26804999999999995 122.35979489110001 96.631250582750013 98.230883170350012 71.053259929650025 0.08376500000000002 78.196493182200015 0.087700000000000014 0.089705000000000021 72.62331947780001 0.12140000000000002 43.61821939175001 44.202975721700007 95.44832900530001 99.524031531050014 100.19345760555002 0.072890000000000024 -0.088880000000000001 -0.15781499999999998 104.22883325935001 101.11291028615001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 -5 -7 -8 -9 -4 11 13 -13 -11 20 16 -14 -18 -19 -20 -15 -22 -23 -17 -25 -26 27 28 -27 -28
right_child=2 -3 9 5 -6 6 7 8 -10 10 -12 12 15 14 -16 23 17 18 19 -21 21 22 -24 24 25 26 29 -29 -30 -31
leaf_value=-0.00016326395200761889 -0.0027934460722171765 0.00051095212074609797 -0.0021328022232020511 -0.0031213357088119378 0.0014278027342014717 0.001169648494809951 -0.0023945903130512041 -0.0018268728130830586 0.0012340461891035429 0.0011350647158233644 -0.0026504672111041534 0.00080782667581656405 -0.0029356721194623153 -0.0015373441967651636 -0.0022190482804071332 -0.003123934884938053 0.0020754052759663529 0.0021235911998583761 -0.0026477013102708703 0.00024291294018080441 0.0031509455356912163 -0.0026432883841234988 0.0011616397093403156 0.0021770806609038309 0.00084713893319315003 0.00093268223552275288 -0.0023296616580309589 -0.0027821149675157373 -0.002207846995806687 0.00051454169250755887
leaf_weight=44.296408627182245 3.8365182555280617 262.37871917150915 4.0843084319494656 3.6903759175911572 10.637306690216063 5.1766057573258939 8.1549804927781278 4.4796678218990476 6.5928688049316406 6.2096692537888876 2.2920404882170251 43.13158330321312 5.4109399849548963 6.7779663447290721 10.881793506443499 1.5014247149229039 2.9323512651026276 2.6739514023065558 6.9693286642432195 3.7684084065258503 3.3390262201428396 3.1916651837527752 3.3162693977355957 5.6679574698209754 18.159962927922606 8.4107056017965025 3.2429429776966563 8.7088861763477361 4.405132224317641 34.099981635110453
leaf_count=521 91 1230 98 83 37 24 209 74 25 31 174 192 101 61 182 14 10 9 77 32 12 145 15 19 169 67 25 277 198 431
internal_value=0.000167142 0.00033867 -0.000139817 -0.000205759 0.000144829 -0.000891271 -0.000554042 -0.00101811 -4.3241e-06 -8.60008e-05 -4.08354e-05 -8.11445e-06 0.000134815 -0.000640104 -0.00104085 -0.000139159 -0.000995535 -0.000353224 -0.000884223 -0.00163324 -0.000269665 0.000602918 -0.000704399 8.21133e-05 0.000140323 -9.54918e-06 -0.000273827 -0.00121305 -0.000146798 0.000267545
internal_weight=538.42 345.407 193.013 83.0282 54.9337 28.0945 24.4041 19.2275 11.0725 189.176 185.092 182.8 149.084 33.7164 27.5067 105.952 21.755 16.344 13.4117 10.7377 16.6249 9.84696 6.50793 84.197 82.6956 77.0276 58.8676 21.5247 12.8158 37.3429
internal_count=4633 2203 2430 973 558 415 332 308 99 2339 2241 2067 1621 446 415 1429 229 128 118 109 233 172 160 1200 1186 1167 998 542 265 456
is_linear=0
shrinkage=0.00248748


Tree=321
num_leaves=31
num_cat=0
split_feature=0 4 0 1 3 1 3 4 1 0 4 4 2 2 4 2 2 2 3 2 2 2 2 4 0 0 1 2 1 1
split_gain=4.60572 4.37293 4.72054 3.87004 3.88433 3.12696 2.86719 7.04485 4.80165 4.67012 4.04915 4.01379 3.65067 3.7037 3.11202 5.25619 4.80365 4.20825 3.63222 3.4162 3.37918 7.42317 3.43193 3.20896 2.96743 4.97525 6.33991 3.36009 4.52001 3.22115
threshold=98.230883170350012 44.461493122800007 75.994645973400011 78.196493182200015 0.087700000000000014 75.180043159850015 0.087785000000000016 41.243661560350013 75.28220456885002 94.75470680765001 41.16018805045001 43.564719632750005 -0.24150999999999997 -0.58319500000000002 40.165165956550005 -0.057599999999999998 0.075080000000000022 -0.117885 -0.085394999999999999 -0.14510999999999999 -0.11334499999999999 -0.079369999999999996 -0.075639999999999999 42.243697547450004 90.321439350550008 90.767723400200012 70.816675614150014 -0.0057149999999999996 62.425997789000007 62.111448187750007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 -3 12 10 9 11 -8 24 13 -4 15 17 20 19 -19 -14 -16 -22 -23 -24 27 -26 -27 28 29 -9
right_child=3 5 6 -5 -6 -7 7 8 -10 -11 -12 -13 14 -15 16 -17 -18 18 -20 -21 21 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0017558594671363006 -0.0029221672695223899 -0.00031165925079616334 0.0022066816814108017 -4.8417212008549931e-05 -0.0005862737244133468 -0.003108004256215025 0.00049492928659300916 -0.00067105413504556352 0.0021621846083070555 -0.0024968700308949914 0.0025697971954627245 0.0015911042312624524 -0.0013623786499715122 -0.0013801101567659706 0.0018747866078889035 0.00088791087540267721 -0.0010775013690275588 -0.00024816962151737729 -0.0033322944446518561 0.0017163181290992873 -2.4855063844622624e-05 0.0024260443157360068 0.0013721498132629091 -0.00067245777265181905 0.0029548995153538893 -0.0039851383099088027 0.0021652439703697718 -0.0026258454576203213 -0.0029448260486074078 0.00077082136202573132
leaf_weight=6.4377355384640387 6.0701159201562431 37.575900964904577 2.2225637994706622 86.860990712884814 16.842715256847441 2.6856002132408312 105.66028508218005 36.128267908468835 4.525026246905326 6.6548107974231234 6.2436284236609927 6.3788563832640639 3.9818279729224741 9.5917657371610385 25.634948492050171 27.307533364742994 6.8837644001469007 4.2674310617148876 5.4504677765071374 5.2213990427553671 36.046177444979548 15.936049815267323 27.362065117806196 5.8378469329327336 3.930761367082594 2.1381168961524963 2.0651771537959576 5.0969095956534209 4.3523043133318415 13.281269125640391
leaf_count=358 125 429 8 1439 132 90 526 208 23 74 23 26 42 101 89 124 66 19 59 21 209 90 115 43 11 35 16 47 34 51
internal_value=0.000166629 0.000286251 0.000369662 -0.00028985 -0.0012051 -0.000498186 0.000406426 0.000198596 -0.000346817 -0.000488687 0.000610696 -0.000306544 0.000638749 -0.000705347 0.000735618 0.000185207 0.000951799 -0.000828956 -0.00197796 0.000384303 0.00107786 0.000838025 0.00147103 0.00101263 -0.000487233 0.000930154 -0.000963311 -0.00068311 -0.000498929 -0.000283478
internal_weight=528.672 418.898 378.637 109.774 22.9128 40.2615 372.199 196.455 84.5515 80.0265 111.904 73.3717 175.744 11.8143 163.93 46.2287 117.701 18.9211 9.7179 9.20323 110.817 85.1821 49.136 33.1999 66.9928 8.13406 4.20329 58.8588 53.7618 49.4095
internal_count=4633 2937 2418 1696 257 519 2060 1074 525 502 549 428 986 109 877 265 612 141 78 63 546 457 248 158 402 62 51 340 293 259
is_linear=0
shrinkage=0.00250357


Tree=322
num_leaves=31
num_cat=0
split_feature=0 0 1 3 0 4 3 1 3 2 4 1 4 4 3 2 3 2 1 3 2 1 4 0 0 0 1 0 2 2
split_gain=6.32519 8.42895 3.97333 3.68352 4.37142 3.43117 3.18796 3.16183 3.87485 4.19771 3.86617 3.69613 5.71372 3.89269 3.54239 4.98209 4.08645 3.22539 3.13666 3.20178 3.06151 2.91182 2.81102 2.73309 4.24575 2.67766 4.47409 2.66539 2.47055 4.06526
threshold=93.972365491700018 85.705356740550016 61.917879202350001 -0.17949499999999999 85.619326080400015 38.238138001450004 0.091510000000000022 71.830224329350003 0.089505000000000015 -0.10040499999999999 39.427119987250002 81.339300736700025 44.749265482150008 48.109449608500007 0.092185000000000031 0.15915000000000004 0.08759500000000002 -0.16533 83.602982482550019 -0.24665999999999999 -0.047144999999999999 72.327589083450007 43.968221017800005 94.940210418650011 95.050437202000012 96.631250582750013 73.007768990450018 85.121961326250016 -0.59496499999999986 -0.14008999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 23 -6 8 20 -10 -11 13 17 14 16 28 -9 18 -13 -20 -7 -15 -5 -2 -25 -26 -27 -1 -16 -30
right_child=5 -3 3 4 6 7 -8 11 9 10 -12 12 -14 21 15 -17 -18 -19 19 -21 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.0001713628158196378 -0.0027121805672547712 0.00060303104538581866 0.00071419431994329487 -0.0028732328805418351 -0.0015744993102681775 -0.0021942633614784927 0.0012732505396250639 0.00034036040089829178 0.0017424750886812972 0.0021717374520131413 -0.0021008303123131494 0.002226180569740771 0.00050516567040409163 0.0026098939841933274 0.00092338751704666158 0.0020954500197362756 0.0016198383298989764 -0.0018410380954766916 0.0023718056444590064 -0.0028870034645848536 0.00038679493374218187 -0.0029655072338333156 -0.00018947551573059244 0.0028892382442992593 -0.0034118825492174226 0.0013841070274965498 -0.0012747600055493767 0.0012288518817997484 -0.003197459681695808 -0.00047653531347114855
leaf_weight=40.167360313469544 4.3553714798763421 253.54652621643618 5.7894589472562101 11.046681188046934 4.6808053329586965 11.766942617483435 4.6128617599606514 41.116390750743449 5.7972858734428883 1.6498632654547671 5.1865024976432323 2.6254843696951893 18.955202855635434 0.66928100679069702 4.4597734883427682 4.5014815106987944 23.008365422487259 16.912722317036241 0.97031261492520604 2.3208747371099889 3.5310679245740202 3.2033274942077696 2.9153322651982299 1.8789301402866865 2.2804554980248239 4.9261995330452946 15.537005528924054 10.043658815324305 4.1937123946845594 14.349354725331063
leaf_count=521 48 1217 38 261 36 228 16 249 34 6 70 13 258 7 22 27 94 477 11 94 33 101 71 7 27 19 473 37 47 91
internal_value=0.000183271 0.00038672 -0.000305275 -0.00102096 -0.00145292 -0.000165389 -0.000161034 -3.00564e-05 -0.000775652 0.000220739 -0.0010697 0.000121639 -0.000481412 0.000385491 0.000486393 -0.00024347 0.000799445 -0.00130057 0.000244364 -0.00133659 -0.00159851 -0.00200194 -0.00231285 -0.000936991 -0.000622986 -0.000913143 -0.000634679 0.000108721 -0.000701179 -0.0010919
internal_weight=526.999 332.803 79.2562 29.0451 23.2557 194.196 9.29367 165.218 27.9317 12.6337 6.83637 137.286 41.7846 95.5017 91.6291 27.5043 64.1248 22.8294 5.91667 3.29119 15.298 3.87261 13.962 28.978 24.6226 22.7437 20.4632 50.211 23.0028 18.5431
internal_count=4633 2197 980 422 384 2436 52 1862 371 110 76 1491 853 638 530 187 343 595 118 105 261 108 332 574 526 519 492 558 160 138
is_linear=0
shrinkage=0.00243107


Tree=323
num_leaves=31
num_cat=0
split_feature=1 0 1 3 2 1 3 2 4 1 3 3 1 0 0 0 0 0 4 4 4 3 2 0 2 0 2 2 3 3
split_gain=4.03546 4.77087 3.88643 2.39472 6.23645 4.03281 3.74721 4.13868 4.79917 5.17945 3.79321 3.65743 3.02149 6.88701 6.52813 2.96791 2.90502 2.85022 2.63797 4.15154 3.01637 6.13931 5.34646 3.02783 2.82569 2.37244 2.28911 2.67184 2.27638 2.86518
threshold=70.348883899450016 85.732241321850012 70.74946416085001 -0.13578999999999999 -0.080234999999999987 66.52858489605002 0.080110000000000028 -0.093604999999999994 39.427119987250002 64.108972578700019 0.099465000000000012 0.079220000000000027 66.439865777750015 90.767723400200012 93.843319501450011 87.727077254650013 89.861713010250014 91.437149474700007 41.685324604100011 43.157831852650006 41.600558339100012 0.093955000000000025 -0.056184999999999992 85.968825637350008 -0.022394999999999998 93.671258181050021 -0.18437499999999998 -0.57826499999999992 -0.10696499999999999 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 -3 11 10 16 18 26 28 -11 -14 -15 -12 -9 -7 20 24 21 22 -10 -23 -20 -18 27 -8 -5 -30
right_child=2 3 -4 6 -6 17 7 8 9 12 15 -13 13 14 -16 -17 25 -19 19 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00022156871870789846 -0.0034074958745520371 -0.0035150577272503826 -0.00010311768912553299 0.0025992555402694194 0.0010534691336644467 0.0022244026051777841 0.0020535663007578489 0.0025170755148279621 -0.0035386714702702834 -0.0044501182184632903 -0.0021158558987276308 0.0028855772608647541 0.0031427392693462401 -0.0047179547434198525 0.00065740318092393131 0.00090177474702744255 -0.00049661509944211421 -0.0022402512798380039 -0.00045847779144254892 0.0012524598669462672 0.0027048245771373932 -0.00027612639455903694 0.00042337184142888498 0.0021309983195288091 -0.0027764374192367986 0.0017996724994796952 0.0018599924984886505 -0.00089236942818117059 -0.0011854748015370541 0.0013351637715785165
leaf_weight=87.502891654148698 3.4037361713126293 6.5892727226018923 181.13714583124965 5.4703251570463207 15.083327081054447 2.7699556667357683 4.9535925798118114 11.508092246949674 5.5963353216648102 3.133624166250228 5.2237562686204893 13.338704783469437 2.7778432816267005 4.9225068315863592 3.7257868573069572 7.3832171633839607 9.4830667898058909 2.6038031578063965 26.680960617959496 11.500280052423475 6.2503254562616339 7.1991070657968548 7.4562527239322645 15.391715690493582 6.0570860169827965 7.6140530407428733 41.44498622789979 6.9360303431749326 7.0029890127480057 10.700634468346832
leaf_count=993 91 50 2339 16 59 9 17 42 36 31 29 86 9 54 23 30 42 34 126 38 26 27 29 48 42 31 146 39 41 50
internal_value=0.000201862 0.000396862 -0.000164065 0.000605961 -0.000256727 -0.00190866 0.00070664 0.000538167 0.000219613 -9.49911e-05 0.00116278 0.00160749 -0.00178504 -0.00105414 -0.00240219 -0.000348594 0.00132703 6.10975e-05 0.000190695 -0.000331073 0.000741664 0.00039741 -0.00127537 0.00136391 -0.000887339 0.000526017 0.00152003 0.000335 0.000871841 0.00033808
internal_weight=530.841 346.301 184.541 258.798 27.0464 11.963 231.751 195.239 129.297 100.692 65.9416 36.5127 14.5598 11.4261 8.64829 12.607 28.6052 5.37376 86.1321 44.2383 41.8937 35.6434 13.0526 22.5908 32.738 17.0971 53.3346 11.8896 23.1739 17.7036
internal_count=4633 2203 2430 1210 152 93 1058 865 604 489 261 193 117 86 77 59 115 43 372 206 166 140 65 75 168 73 202 56 107 91
is_linear=0
shrinkage=0.00306373


Tree=324
num_leaves=31
num_cat=0
split_feature=0 0 0 2 3 4 2 3 1 2 1 2 2 0 1 2 1 0 1 4 0 3 2 2 2 3 3 3 1 4
split_gain=0.803061 1.86128 1.76479 3.29638 1.82768 1.5733 3.07885 4.59788 2.32696 3.45594 2.12725 5.07247 3.00029 2.85783 8.55163 3.73814 3.45979 2.09653 1.96411 3.17382 4.182 4.1675 6.1278 4.66937 5.22019 4.41167 4.68374 4.9874 5.5353 3.98778
threshold=93.972365491700018 93.843319501450011 94.625660817400004 -0.14907499999999999 0.098510000000000028 38.238138001450004 -0.124155 0.10487000000000003 68.846035804500005 -0.038374999999999999 68.20618276945001 0.23643500000000003 0.20852500000000004 90.321439350550008 66.859265246100009 0.13747000000000004 65.130586668250018 86.036037090600004 61.987779113750001 42.206017975500011 87.261973998100004 0.097645000000000023 -0.031989999999999998 -0.066979999999999998 -0.078549999999999995 0.08574500000000003 0.083395000000000011 0.082535000000000011 62.425997789000007 40.250747516500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 6 7 -1 10 -10 11 12 13 15 -15 16 18 -13 -7 20 29 23 -23 24 25 26 27 28 -21 -20
right_child=2 -3 -4 4 -6 8 -8 -9 9 -11 -12 17 -14 14 -16 -17 -18 -19 19 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.020727144378497091 0.010519416798159669 0.018387197245479527 -0.00025224975496182224 -0.032709486596645992 0.0071018919381117141 -0.0032181395266187938 0.011088205539880814 0.027582696093566488 -0.0014372181870276454 -0.041385450794335941 0.019980848731253463 -0.0033451072524729678 0.03339637608609252 0.02529871343252833 -0.024010925462072754 -0.029818887081702685 -0.024292781798434419 -0.047282821313286177 -0.013775955509696836 -0.037916170826090445 0.021936634755221632 -0.045443859839047064 0.003178686242197434 -0.028322559552401483 0.030178446409781023 0.01062113500113061 -0.043423378879813783 0.031343887435642759 0.020596558520677141 0.0076375191477766058
leaf_weight=7.1209131578216311 3.5757603429956362 5.9201088114641598 146.2543980050541 5.6405225254129601 1.2998966067098079 66.877087332541123 32.306984406895936 2.417630061507225 5.8582144894171506 2.9998717426788044 5.2024379260838023 1.531838179565965 2.5968426726758471 12.517437695525588 4.3390363585203877 3.8754328498616806 5.1325675053521982 2.8384184017777443 9.829997029155491 4.1187294479459435 14.561108708381651 4.6386540634557605 4.8650436103343946 4.2063036905601683 6.3814072310924557 15.694358055479823 3.4578229561448088 2.8298977985978127 2.3128827507607639 42.04699223022908
leaf_count=190 68 35 2257 93 18 636 170 16 55 65 19 16 10 61 43 37 37 42 52 49 79 53 24 42 63 79 86 8 20 210
internal_value=0.000617166 0.00159843 -0.00111338 -0.0130895 -0.0252531 0.00123107 0.00662711 -0.00848258 0.000243807 -0.0149661 0.000856623 0.000393117 0.00106389 0.000659609 0.0126059 -0.000395644 0.000214284 -0.031882 0.000906089 0.00330568 0.00760315 -0.00258063 -0.0205535 0.00179891 0.00544023 -0.000115701 -0.0133639 -0.00214101 -0.0168743 0.00357995
internal_weight=433.249 276.478 156.771 10.5162 6.94042 270.558 41.8455 9.53854 228.712 8.85809 219.854 214.652 210.282 207.685 16.8565 190.828 186.953 4.37026 181.82 114.943 66.4381 48.5051 9.5037 39.0014 34.7951 28.4137 12.7193 9.26151 6.43161 51.877
internal_count=4633 2197 2436 179 111 2162 376 206 1786 120 1666 1647 1589 1579 104 1475 1438 58 1401 765 341 424 77 347 305 242 163 77 69 262
is_linear=0
shrinkage=0.0302676


Tree=325
num_leaves=31
num_cat=0
split_feature=0 1 3 0 0 3 1 4 0 3 3 1 2 1 0 3 3 2 3 0 3 0 2 2 1 4 0 3 1 4
split_gain=0.753135 2.11655 3.10608 2.37505 2.82523 2.31564 2.37868 2.55464 1.5323 3.233 3.07014 2.03812 1.42838 1.36193 1.23428 1.45549 2.15074 2.48526 1.84788 3.45944 3.27595 3.20327 2.74946 2.7576 2.93894 2.01004 2.43462 1.7402 3.6148 1.6613
threshold=98.230883170350012 78.196493182200015 0.087700000000000014 99.524031531050014 100.35207663525001 0.088755000000000014 72.62331947780001 40.806664626150003 97.491557184450016 0.091290000000000024 0.10821500000000002 77.04583310240001 -0.61402999999999996 77.094225348750015 122.35979489110001 0.076130000000000017 -0.245505 -0.16262999999999997 0.089705000000000021 101.61296349840002 0.09117500000000002 102.75018128760001 -0.088880000000000001 -0.084259999999999988 82.49264927465002 49.960114208400007 104.22883325935001 -0.15544999999999998 81.210254746450019 39.476991512000005
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 -4 -7 -8 11 -10 -11 -1 -6 -13 15 16 17 -14 19 -17 -20 29 25 -24 -25 -21 -27 -18 -29 -22
right_child=1 3 5 4 12 6 7 -9 9 10 -12 13 14 -15 -16 18 27 -19 20 22 21 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.00078184840985449173 -0.028498513366910859 -0.034110018068635353 0.023278258471361619 0.018474970992237248 -0.029707948590949711 0.014647270309709007 -0.02705480274159713 -0.00087728715118348568 0.017590266613264745 -0.01828419689795106 0.015807812284870219 0.016092514832867125 0.014108190517766144 -0.031000595964673514 -0.026391475170279427 -0.032887416371502047 0.023226846610888221 -0.029803999202414465 0.02016322932141814 -0.027542521758720313 0.015406074884759514 -0.022278372576340771 0.024506054740925667 0.0059470089002030303 -0.028388776611284312 0.020187795673652972 -0.026676252368706695 -0.031284813127734477 0.012255259317834943 -0.0047396538061705348
leaf_weight=325.0074445103528 4.1222576687578139 1.2361296513117839 1.7647690894082178 5.4021917153149834 1.0412186851026479 2.4210970290005198 4.479342542588709 4.9723573941737413 9.9242292586714047 4.2049469947814933 2.7694448735564947 0.48018108215182964 1.415911394171417 2.0260718017816544 1.0986496710684139 2.8723594392649856 4.938275814289228 1.9186643825378293 5.3978106538415913 3.9025643058703272 4.7555194525048119 3.8937966523226342 3.1345083063933998 5.8416379597038048 2.157826853566803 1.6421793340705337 1.2222654933575539 1.4761253101751171 6.5697958279051818 5.6755020283162594
leaf_count=2731 125 14 6 25 46 14 74 38 43 36 27 9 11 91 177 36 33 77 45 233 30 203 29 31 175 21 75 25 118 35
internal_value=0.000469628 -0.00167479 -0.00937424 0.000409898 0.00107294 -0.00359351 -0.00758772 -0.0132833 0.000988609 0.00837137 -0.00474668 0.000607683 -0.000521664 -0.0219779 3.07258e-06 0.000513475 0.00685265 -0.0111582 -0.00204104 -0.00727412 0.00347083 -0.00281913 -0.00316426 0.0045174 -0.00331495 -0.0158031 0.000190794 0.0114782 0.00426729 0.00444482
internal_weight=427.765 83.3528 17.7598 65.5929 64.3568 13.6376 11.8728 9.4517 344.412 16.8986 6.97439 327.514 58.9546 2.50625 57.9134 56.8147 16.3188 3.33458 40.496 20.7733 19.7226 14.3248 17.901 11.134 7.99946 6.76701 2.86444 12.9842 8.04592 10.431
internal_count=4633 1696 257 1439 1425 132 126 112 2937 106 63 2831 1400 100 1354 1177 264 88 913 600 313 268 564 235 206 329 96 176 143 65
is_linear=0
shrinkage=0.0251418


Tree=326
num_leaves=31
num_cat=0
split_feature=1 0 1 3 0 0 1 3 3 2 4 3 2 4 1 2 0 4 3 0 3 2 2 2 2 0 2 1 2 3
split_gain=4.13643 4.80507 3.70841 2.10476 2.25227 4.21343 3.34371 3.6443 2.95976 2.68536 2.51345 2.28834 2.06815 2.45278 2.29459 2.23072 1.96314 1.93034 3.09804 1.92873 2.73231 1.78957 5.40344 4.17998 4.45217 1.88744 1.76684 1.76764 3.00743 2.75267
threshold=70.348883899450016 85.732241321850012 70.74946416085001 0.4149000000000001 96.631250582750013 97.886760529650019 71.053259929650025 0.08376500000000002 0.083555000000000032 -0.16533 36.859113051050009 -0.225495 -0.14314999999999997 42.527280425250005 75.424692849750016 -0.58319500000000002 96.082805124100005 36.772607578000013 0.10821500000000002 92.773313165550022 0.082535000000000011 0.17437500000000003 1.0000000180025095e-35 -0.017745 -0.053874999999999999 69.018097124900009 -0.61402999999999996 78.27445846800002 -0.59614999999999996 0.12140000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 -2 4 6 12 -4 8 9 11 -11 -8 15 14 -14 -6 -9 18 -7 -12 -21 22 23 24 -1 -24 -19 29 -29 -28
right_child=2 -3 3 -5 5 17 7 16 -10 10 19 -13 13 -15 -16 -17 -18 26 -20 20 -22 -23 25 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00019124228463210795 -0.0032090390685169837 0.00056528850010590661 0.0011479002081056068 -0.0033992032089574273 0.0012229770322152696 -0.0031531377220377337 0.0025291032881573422 -0.0033807553270656975 0.0036801452627530417 0.0025977215430428016 0.00077416219162302334 -0.0011355444527610143 0.00092741091098784911 -0.00061177954493971847 0.002753091929829509 -0.002114170473632783 -0.00049770569207308881 -0.0035020916682906448 0.0011211132123753699 -0.0037931049103351669 0.0014716994097776718 0.0012347629274526383 0.001166353368544085 0.0024418907388854315 -0.0042350337774974788 -0.0036915710207751505 -0.0012708268760377123 0.0025421358111605203 -1.5681946673430471e-05 0.00177355257437084
leaf_weight=61.693310416769236 3.3310723756439975 251.92660331353545 6.0939100505784145 1.630795751698314 3.209742147475481 4.3685878085670984 3.0033427476882935 7.3489754972979409 1.3814988359808928 0.98411432281136679 1.3921201108023522 2.7350513935089085 15.045431300997739 4.9309106320142737 9.3945653885602933 3.5371083617210379 2.7179525792598724 1.2855082396417845 2.1139570032246411 5.428454045439139 0.97718172706663597 6.3235370405018321 0.77459069713950057 4.8789720339700571 2.3753425627946845 5.0673214374110103 17.56119837239385 4.0789286522194734 72.517598390812054 2.9082598015665999
leaf_count=723 91 1210 31 39 14 288 13 165 3 4 20 37 60 25 35 29 15 31 25 160 9 39 33 35 35 128 196 25 1100 15
internal_value=0.000177111 0.000367741 -0.000179607 -0.000121825 -9.09336e-05 6.67895e-05 -0.000784307 -0.00123773 -0.000373813 -0.000759518 -0.00176709 0.000782447 0.000920549 0.00125297 0.00162919 -0.000526558 -0.00260237 -0.00022735 -0.00175931 -0.00231796 -0.00298996 -0.000245817 -0.000371002 -0.000144227 -0.000341166 -0.00304745 -0.000126376 -8.16694e-05 0.000120527 -0.000838288
internal_weight=511.016 333.04 177.976 174.645 173.014 140.952 32.0626 25.9687 15.9018 14.5203 8.78187 5.73839 36.1178 29.3709 24.44 6.74685 10.0669 104.834 6.48254 7.79776 6.40564 81.1131 74.7895 68.9476 64.0687 5.84191 98.3515 97.066 76.5965 20.4695
internal_count=4633 2203 2430 2339 2300 1843 457 426 246 243 193 50 163 120 95 43 180 1680 313 189 169 993 954 793 758 161 1367 1336 1125 211
is_linear=0
shrinkage=0.00289842


Tree=327
num_leaves=31
num_cat=0
split_feature=0 3 0 1 2 2 1 0 0 0 1 2 2 2 3 4 4 2 2 0 0 4 4 2 2 3 4 4 1 3
split_gain=0.687513 1.26778 0.791445 0.818186 0.771689 1.00093 1.0781 1.07142 1.27654 0.714525 1.88908 2.47191 2.9733 5.9132 1.83028 3.32055 2.37076 1.59975 2.27789 1.58061 1.55288 2.09748 2.94539 2.52144 4.36389 3.33923 3.48688 2.32324 5.02924 2.25031
threshold=113.1679565431 -0.15544999999999998 118.55293817840001 87.143681840350013 0.70681500000000008 0.36215000000000008 63.565904036300005 90.321439350550008 109.03310793845002 93.972365491700018 74.757955233350017 0.075080000000000022 -0.070854999999999987 -0.095854999999999996 0.091885000000000022 42.055256506450007 44.202975721700007 -0.18437499999999998 -0.16533 93.843319501450011 97.886760529650019 40.806664626150003 40.890797847750008 0.059500000000000011 -0.043559999999999995 0.12001500000000002 41.835830569250014 42.409092016550012 80.677940036650014 0.072890000000000024
decision_type=2 2 2 2 2 2 2 2 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 9 -7 -8 -9 19 11 12 13 14 15 -11 -17 -18 -19 -1 -12 -22 -23 24 25 26 -24 -28 -29 -30
right_child=1 -3 -4 -5 -6 6 7 8 -10 10 20 -13 -14 -15 -16 16 17 18 -20 -21 21 22 23 -25 -26 -27 27 28 29 -31
leaf_value=0.0011598164616049267 0.011983794689763093 -0.021532788717780915 0.015069248889457659 -0.035849877215058203 0.012437825957010401 -0.043918120803971485 0.024904499906785039 -0.036498216348780352 0.019236625027564305 -0.036523813513811586 0.0075000942547384999 -0.028307991354233477 0.0051861125027781591 -0.027790701988050018 0.010025137593711658 0.013632414863467323 -0.034861689869767794 0.031129234700022886 -0.029255048337478554 0.015895175333635856 -0.0072420414166760715 0.022956499116099378 -0.022550685064606606 0.015416046734543587 -0.034519147233455123 0.031202134745663124 0.019734040299326381 -0.02769655593429135 0.023739563438345223 -0.0010342373755574872
leaf_weight=264.28570195904467 0.49826237279921792 3.0143956542306105 1.8665073105366898 0.61780376825481653 4.2329250033944836 0.77157565578818266 0.62579768709838424 0.98508068732917287 0.46734487917274237 2.4035640978254404 23.631795574212447 3.3814826013986012 17.706950467079878 9.0521708698943275 7.6351732518523923 4.6885008048266155 1.8008415610529493 0.98336799629032701 0.94483254523947635 5.7367230001837006 24.739319715823513 4.9805310931988052 5.3623806131072369 7.0697074485942712 3.0480949603952494 2.4825827069580546 4.7010219085495946 4.4842395959422019 3.9928164761513463 9.6948512671515328
leaf_count=2137 8 365 56 34 46 8 6 40 22 56 167 44 124 153 56 46 56 5 79 34 467 24 74 39 104 10 60 81 25 207
internal_value=0.000506213 -0.00883089 0.00400652 -0.0144948 0.000639568 0.000519418 -0.0158834 -0.00547505 -0.0185645 0.000632655 -0.000956303 -0.00540358 -0.00369065 -0.00940454 -0.000386756 -0.0077332 0.000487741 -0.016039 0.00154049 0.00147287 0.00133831 -0.000725509 0.00279321 0.000333995 -0.00282379 0.000321299 -0.00239389 0.00233171 -0.00217022 0.0061925
internal_weight=425.886 5.99697 2.98257 1.11607 419.889 415.656 2.8498 2.07822 1.45243 412.807 142.784 48.5969 45.2154 27.5085 18.4563 10.8211 8.41754 3.72904 1.9282 270.022 94.1873 70.5555 45.8162 40.8357 33.766 30.7179 28.2353 22.8729 18.1719 13.6877
internal_count=4633 463 98 42 4170 4124 76 68 62 4048 1877 619 575 451 298 242 186 140 84 2171 1258 1091 624 600 561 457 447 373 313 232
is_linear=0
shrinkage=0.0277726


Tree=328
num_leaves=31
num_cat=0
split_feature=1 0 0 3 3 3 1 3 3 4 2 4 3 4 0 3 3 2 4 2 2 2 2 2 3 3 3 3 4 4
split_gain=5.64374 6.54445 4.14869 3.38329 3.7695 3.21355 6.05205 7.18358 5.05722 3.29535 3.05501 3.01098 3.22372 2.85062 2.82529 2.76433 7.38439 6.42097 5.72752 5.36979 4.39903 6.19956 4.90544 4.61372 5.93917 10.5803 4.04265 3.76509 3.707 3.34913
threshold=70.182199495350019 85.705356740550016 94.625660817400004 0.099855000000000027 0.12001500000000002 -0.15544999999999998 61.993156030000002 1.0000000180025095e-35 0.083905000000000021 38.983591653800012 -0.08725999999999999 44.578137159850009 0.080375000000000016 38.060777288450005 78.252950803000019 0.08759500000000002 0.092895000000000019 -0.016014999999999998 41.489621506400006 -0.22386500000000001 -0.117885 -0.08158 -0.075639999999999999 -0.064729999999999996 0.08376500000000002 0.08674500000000003 0.10214000000000002 -0.041994999999999998 38.983591653800012 40.574766824850009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 5 -5 9 7 13 -9 -1 -2 15 -13 -7 -10 19 17 -17 26 28 -21 -22 -23 -24 27 -26 -18 29 -3 -25
right_child=2 11 -4 4 -6 6 -8 8 14 -11 -12 12 -14 -15 -16 16 18 -19 -20 20 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.0024476261223281967 -0.00040056575891531961 -0.0025302256246704496 -5.5411558799917459e-05 0.0011134961467446647 -0.0012832272932058247 2.3674775738285054e-05 -0.0022558892919332042 0.0014623432763758045 -0.0025793706417398536 0.00055738207488768518 -0.0026181783399615239 -0.0019790435417427455 0.00035742459187489161 -0.0027233807503910844 -0.00010457343089022375 -7.7155310090964342e-05 0.0015920402451716346 -0.0024393229379757039 -9.4134890978037284e-05 0.0018796862965199392 -0.00019483192850430233 0.0020022879269550463 -0.0013985955222469149 0.0012866484454400818 -0.0025941239641992238 0.0021996555556097392 0.0005193987743786915 0.0020747815672044578 0.00018695406975089676 -0.00075646733037089636
leaf_weight=1.9079129123128975 6.6550680571235716 3.4817549735307676 175.32385223370511 14.834442999213936 3.9367480836808673 2.4409354655072075 10.011564941145478 10.016571206972005 2.6223078500479451 18.567319872789085 5.2832462494261545 4.7295794021338207 6.8610645234584808 6.7250891104340553 13.175310067832468 33.045596919953823 30.683209650218487 6.5344815887510768 33.362086083739996 18.868401505053043 25.193372040987015 19.184142895042896 4.5048523992300025 11.758069120347498 5.3820634596049768 3.6720547899603844 36.44364295899868 16.638184741139415 7.5254958532750607 5.6227661222219458
leaf_count=71 123 22 2226 69 30 57 211 51 47 182 114 54 40 176 79 146 102 47 151 58 107 93 21 39 42 11 134 59 43 28
internal_value=0.000166268 0.000326582 -0.000139982 -0.000204071 0.000610848 -0.000437731 -0.000763166 -0.000335939 0.000252031 0.000277371 -0.00138196 0.000490029 -0.000595975 -0.00199183 -0.000515375 0.000538091 0.000329465 -0.000467138 0.000643227 0.000777949 0.000922013 0.000725508 0.00107281 0.000698027 0.000917304 -0.000649923 0.0010097 0.00133442 -0.00067253 0.000625693
internal_weight=544.991 357.729 187.262 84.2382 18.7712 65.467 44.9918 34.9802 25.8142 20.4752 11.9383 273.491 11.5906 9.16602 15.7976 261.9 140.069 39.5801 100.489 121.831 110.824 91.9555 66.7621 47.578 43.0731 9.05412 67.1269 34.019 11.0073 17.3808
internal_count=4633 2170 2463 973 99 874 621 410 177 253 237 1197 94 233 126 1103 580 193 387 523 458 400 293 200 179 53 236 126 65 67
is_linear=0
shrinkage=0.00217738


Tree=329
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 0 3 0 4 3 3 3 2 2 3 2 0 4 2 3 3 1 1 1 3 1 4 4 3 4
split_gain=2.83688 4.04967 3.68755 2.45483 2.61438 6.44922 2.58866 3.44706 3.11646 2.44016 2.10106 2.357 1.87102 3.23427 4.5316 3.62159 3.38809 2.9665 2.87055 3.06298 5.16303 5.69983 5.60211 4.11487 3.19553 3.18026 2.87727 2.81265 3.38595 3.26608
threshold=70.348883899450016 85.705356740550016 70.74946416085001 61.917879202350001 85.431134011250023 85.121961326250016 -0.17949499999999999 85.619326080400015 43.968221017800005 0.091510000000000022 0.4149000000000001 0.18642000000000006 0.22387500000000005 -0.051199999999999996 -0.222165 -0.07490999999999999 97.722764583650005 43.477771593600004 -0.077679999999999985 0.072890000000000024 0.083555000000000032 83.602982482550019 87.143681840350013 71.658163008950012 0.078385000000000024 83.116371560950014 48.109449608500007 40.858951393400005 0.094595000000000026 35.374259656300005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 -1 -5 8 -8 -9 11 12 13 15 -15 18 -17 -14 19 23 22 25 -21 -4 -24 27 -25 28 -22 -30
right_child=2 -3 10 6 -6 -7 7 9 -10 -11 -12 -13 17 14 -16 16 -18 -19 -20 20 21 -23 24 26 -26 -27 -28 -29 29 -31
leaf_value=-0.00021692760411726934 -0.0034179524537722049 0.00053733109650665927 -0.0041069940728931959 0.000861808196633625 -0.0031193206067796492 0.0028678457062311256 -0.0035283548414358841 -0.0017084096023546344 0.00029388964118041657 0.0015630960671019502 -0.0035843977518259834 0.0021734084898295011 -0.0020642775357704373 -0.0029210202078842639 0.00090906867684934704 -0.00023199265489293563 -0.0041843283981051029 0.0012796212673188594 0.0025834574993176657 -0.0033793063600824911 0.00015008328859819804 -0.0036181681662227124 -0.0022454719687484029 0.0014062012866545414 0.0020787095929361492 0.0036728305673582539 -0.00250050930133314 0.00061790228884280192 0.001283290981909887 -0.0039368639619679702
leaf_weight=40.977684974204749 3.2008776622824362 246.17285567708313 1.569394152145821 5.2931081764400032 2.2628585025668135 7.6227020472288123 8.9091474981978553 4.3662790246307832 2.617196697741746 4.2829761207103729 1.6086578503018234 4.4100127721903837 9.9153489358723146 3.1370380411390206 44.274651291081682 3.9798267050646228 4.2569218503776938 3.3713431339710942 3.5185222104191913 10.897986623924227 9.7367448937147874 3.9859378528781226 2.8489643445936954 19.902666273992512 3.7589995351154357 2.3973441049456587 1.9642200730741013 28.215951276943088 1.4773965347558249 4.9277106849476695
leaf_count=521 91 1230 23 38 14 23 254 36 71 16 39 36 170 57 446 29 90 26 18 324 103 222 139 213 84 8 35 191 9 77
internal_value=0.000174402 0.000345176 -0.000143297 -0.000274532 0.000116252 0.000266902 -0.00105496 -0.00155783 -0.00266047 -8.84111e-05 -8.16964e-05 -4.82657e-05 -0.000107957 -1.03798e-05 0.000655647 -0.000315657 -0.00227464 -0.0012158 -0.000146168 -0.000250923 -0.000580766 -8.32566e-05 -0.0020228 0.000709588 0.000214378 0.000218099 0.00105528 3.13863e-05 -0.000993843 -0.00273279
internal_weight=495.861 322.505 173.357 76.332 50.8632 48.6004 25.4687 20.1756 11.5263 8.64926 170.156 168.547 164.137 150.85 47.4117 103.439 8.23675 13.2867 95.2018 91.6833 68.247 50.7411 17.506 23.4363 6.60796 46.7551 21.8669 44.3578 16.1419 6.40511
internal_count=4633 2203 2430 973 558 544 415 377 325 52 2339 2300 2264 2068 503 1565 119 196 1446 1428 1157 610 547 271 223 388 248 380 189 86
is_linear=0
shrinkage=0.00307948


Tree=330
num_leaves=31
num_cat=0
split_feature=0 0 1 4 3 2 0 0 0 1 2 3 4 4 3 3 4 2 1 4 2 4 0 0 2 4 1 0 2 3
split_gain=2.10615 3.44344 2.95132 2.79975 2.65144 4.10103 3.81161 2.57534 4.85499 2.52503 2.34033 2.12513 5.65373 5.40778 4.39681 5.47448 4.10807 3.7252 11.3593 3.68583 3.60468 3.44707 3.02271 3.49879 2.60428 3.22448 3.95607 2.86237 6.31109 2.47517
threshold=93.972365491700018 85.705356740550016 61.917879202350001 40.408647214050006 -0.17949499999999999 -0.088039999999999993 85.619326080400015 85.431134011250023 85.121961326250016 67.606656606400023 -0.60414999999999985 0.08759500000000002 41.489621506400006 43.521589032450009 0.092015000000000027 0.10214000000000002 43.895345911700005 -0.025719999999999996 62.907231794400012 42.684965421050009 -0.080234999999999987 43.426369480700011 89.711159354950013 93.671258181050021 -0.072755 38.536700832000001 62.068432857650002 86.208098410950015 -0.15332499999999999 0.08673500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 10 -7 8 -1 -2 -6 13 14 19 20 22 -15 21 -19 29 -13 -14 -16 -24 27 -26 -27 -17 -29 -3
right_child=9 11 3 4 5 6 -8 -9 -10 -11 -12 12 17 16 15 24 -18 18 -20 -21 -22 -23 23 -25 25 26 -28 28 -30 -31
leaf_value=-9.7523312754473139e-05 -0.0046474978079754387 0.00052889821333402306 -0.004181465459474413 0.0014274974952793614 0.0025674909000121533 -0.0025192295124370889 0.0015095214488257509 -0.0033003964783255013 0.0029244217421925613 -9.7152043775687022e-05 -0.0038791341405085399 0.00077213377150578129 -0.00067065741384808651 -0.005123450923228994 0.0029675419225788481 0.00098910839676078703 -0.00026915885582218566 -0.0056579137971921626 0.0023180073872652871 0.0022462211459898435 -0.00231779025607973 0.0021273629328338261 -0.0010146236051152672 0.0030184859303801683 0.0032219643668033359 0.0014654194110424804 -0.0023559031177500388 0.00064744991750904945 -0.0055406029219368345 0.0024143003581573144
leaf_weight=39.28259478812106 1.3833070583641518 63.982564090751112 3.1251170234754708 4.7806528434157434 0.69840551167727127 4.354534186422816 6.7220654413104057 2.2653545327484599 7.0573507882654658 172.43770361394854 6.8397500356659293 8.7352269962430018 32.793530058115721 2.3312481110915533 20.098019786179069 4.9791381284594554 12.379580511013044 5.3985277786850911 3.200681580696255 25.281380898319185 8.2716730162501317 5.8365636523813 5.6837341710925084 4.2159691005945206 5.2844713851809528 8.7088916897773725 4.6906666383147231 3.8973220298066735 3.5386671498417854 8.929011754691599
leaf_count=521 18 316 88 24 3 76 25 14 23 2418 206 37 162 21 63 16 122 45 18 133 53 26 34 15 19 31 26 18 22 40
internal_value=0.000162781 0.000327053 -0.000299154 -0.00119927 -0.000800916 -0.00137322 -7.4298e-05 0.000191978 0.000362704 -0.000133365 -0.00328186 0.000524521 0.000223813 0.000858333 0.000777852 0.00119778 -0.00103843 -0.000692408 -0.00268922 0.0011425 -0.000730717 -0.000247909 0.00222019 0.00070295 0.000211571 0.00100288 0.000127722 -0.000979299 -0.00229734 0.000759791
internal_weight=487.184 313.363 75.1258 26.5205 23.3954 18.6148 11.0766 48.6053 46.3399 173.821 7.53816 238.237 125.333 112.904 78.1038 61.0969 14.7108 47.2293 8.59921 98.193 17.0069 38.6301 29.9977 9.8997 31.0992 18.684 13.3996 12.4151 7.43599 72.9116
internal_count=4633 2197 980 422 334 310 101 558 544 2436 209 1217 585 632 334 244 143 251 63 489 90 188 112 49 132 76 57 56 40 356
is_linear=0
shrinkage=0.00335456


Tree=331
num_leaves=31
num_cat=0
split_feature=0 1 0 0 4 2 1 0 3 0 2 3 0 4 0 1 0 2 2 0 2 1 3 1 2 3 3 3 2 3
split_gain=0.725147 1.70252 2.571 3.95512 2.28116 1.66557 3.79843 2.00549 1.96182 1.65545 2.22222 2.78012 1.88502 6.44214 2.04248 2.77764 2.44747 1.73391 3.74682 4.98849 3.74194 5.41822 4.31818 3.45805 3.41353 3.07615 2.81201 4.88398 5.01131 4.11814
threshold=85.705356740550016 61.917879202350001 85.431134011250023 85.121961326250016 40.408647214050006 -0.088039999999999993 64.294476189700006 85.619326080400015 0.085520000000000027 85.823648898300021 -0.092084999999999986 0.089505000000000015 85.990333302400003 40.518963363600001 86.135510041400025 62.116825104000007 86.09518316945001 -0.06828999999999999 -0.054875 93.972365491700018 -0.075639999999999999 65.509659264600018 0.12376500000000003 61.917879202350001 -0.057599999999999998 0.11360500000000003 0.08326500000000002 0.086555000000000021 -0.047144999999999999 0.075810000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -6 8 -7 10 -2 -12 13 -11 15 16 -14 20 19 -19 22 -22 23 -16 -21 -25 29 -28 -29 -20
right_child=9 4 -4 -5 5 7 -8 -9 -10 12 11 -13 14 -15 17 -17 -18 18 26 24 21 -23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-0.0011506465310903338 0.020457366053413747 -0.034581051026036508 -0.029748918704248242 0.023351462233298197 -0.032437511670559971 0.0033571738043586615 0.010929530999447656 0.010277977927921135 -0.032814197584583156 0.0092444850577399883 0.014361339428276046 -0.014977880983141359 -0.013474586422452896 -0.026999691912974053 -0.028287265098133101 0.027847528327038597 0.015291727698911427 0.023750169308469037 -0.00060189836193514257 -0.038125956105271287 -0.050206010167920249 -0.0040841834320611116 -0.022919616702099372 0.00060068348096677787 0.022152896523980569 0.025307945968323302 -0.026491562235928256 -0.039367656082265924 0.0016739485798940418 0.016588136403743101
leaf_weight=33.841514505213127 8.1710804328322428 2.4457083588931736 2.0788181126117697 6.3367974013090125 4.4390088561922356 2.6516763921827042 2.5915894787758589 7.3908995315432549 2.2418378610163927 7.9144441708922368 5.6067166253924352 4.9064354263246059 4.3823243211954814 7.9781793765723705 3.2795869782567015 5.3291340917348853 5.2871721982955933 13.028374198824169 26.529659842723049 2.0408096557948752 2.9993868693709356 6.6139232798013836 6.541679777641547 160.12431618641131 1.2137926835566739 4.1893802010454229 6.1878070089733219 2.5114895589649668 59.845261860755272 19.656270829262212
leaf_count=521 26 88 14 23 138 37 78 31 50 29 20 28 24 72 22 27 20 51 284 55 23 64 69 1959 9 27 119 21 556 148
internal_value=0.000579636 -0.00221419 0.00111676 0.00271375 -0.00868258 -0.00540326 -0.0164517 0.000919989 -0.0132138 0.00107054 0.00932287 0.000668872 0.000624462 -0.00895028 0.00108591 0.0113479 0.00225451 0.000596919 0.00309878 0.0158759 -0.00118692 -0.0184744 -0.000232548 0.000652998 -0.0156452 0.00123063 0.0012854 -0.00237245 2.0951e-05 0.00671401
internal_weight=428.355 64.0179 42.2571 40.1783 21.7607 19.315 7.0306 12.2844 4.89351 364.337 18.6842 10.5132 345.653 15.8926 329.76 14.9986 9.6695 314.762 131.013 16.283 183.748 9.61331 174.135 167.593 3.2546 164.314 114.73 68.5446 62.3568 46.1859
internal_count=4633 980 558 544 422 334 216 118 87 3653 74 48 3579 101 3478 71 44 3407 1243 115 2164 87 2077 2008 64 1986 1128 696 577 432
is_linear=0
shrinkage=0.0284635


Tree=332
num_leaves=31
num_cat=0
split_feature=1 0 1 1 3 3 1 2 1 0 3 3 1 1 3 2 1 3 2 4 1 1 0 0 3 2 2 0 4 4
split_gain=4.37336 6.11272 4.06925 3.7862 3.33284 5.15258 3.34337 3.32773 4.85913 4.15906 2.83042 2.57256 5.33306 3.21089 2.56059 6.37846 4.93209 3.94272 3.94124 6.62801 6.73802 3.77324 4.12531 3.34725 3.19146 3.15415 3.00332 2.87521 2.98003 5.74401
threshold=70.348883899450016 85.705356740550016 70.74946416085001 61.917879202350001 1.0000000180025095e-35 -0.10978499999999999 55.782817748650011 -0.088039999999999993 64.294476189700006 85.619326080400015 0.085520000000000027 0.079025000000000026 59.240174904450008 58.309968391300011 -0.13578999999999999 -0.080234999999999987 66.52858489605002 0.08079500000000002 -0.093604999999999994 39.427119987250002 64.108972578700019 70.077349628250019 90.767723400200012 91.437149474700007 0.099465000000000012 -0.16164499999999998 -0.22147500000000001 89.057864029250013 42.243697547450004 43.182896969600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 -1 8 -5 10 -9 -6 13 -13 15 16 -3 26 24 -20 27 22 -22 -18 -19 -26 -16 28 -21 -30
right_child=2 14 -4 7 11 -7 -8 9 -10 -11 -12 12 -14 -15 17 -17 23 18 19 20 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0026681272238214529 -0.0025378874240981333 -0.0027331375787008768 -9.2918097178371274e-05 -0.0027505840761340825 0.0021837606264396739 -0.0023825421815452117 0.00050205131654871855 -8.9505119926483415e-06 5.9274811303412325e-05 0.00087735458086330993 -0.0027495724709915782 -8.2913235129790879e-05 0.0010279676389720132 -0.0027847796132599704 -0.00045361613147202983 0.00078623724975028346 0.0018260917790108762 0.0011005591410261982 0.0011121385136538358 0.00035030501627988209 -0.00067280934497681905 0.00048078047383699746 -0.0034260517170134524 -0.0017405577858088188 0.0010649389070596805 -0.001161509208545596 0.0013657575887060162 0.001575529268962863 -0.0012578372640690107 0.00086705925840720828
leaf_weight=1.9799262569285954 3.6131692249327889 6.7498736754059809 180.9237682542298 8.6974310390651244 4.4376797899603835 5.9842375102452925 13.781364368274806 3.8439150024205473 5.0695616174489251 8.7953285127878171 4.0034800730645657 6.5880754049867409 19.115550788119435 3.5075589306652546 5.3682856000959864 15.183971084654329 2.9595209397375584 53.162540894001722 30.141517046838999 51.878874808549881 5.2380954250693303 3.7336186468601218 6.1655135378241539 2.5483852736651897 6.0829280912876129 7.2670335844159109 39.196182183921337 6.6873323097825041 19.987388856709007 9.8989357575774175
leaf_count=125 91 50 2339 190 14 106 129 39 88 33 65 57 76 51 29 59 9 193 113 207 27 23 67 34 22 37 189 22 117 32
internal_value=0.00014449 0.000291519 -0.00014079 -0.000239413 0.000115635 -0.000580415 0.000103815 -0.000886169 -0.00171588 -0.000199826 -0.00140712 0.000565457 0.000319609 -0.00102163 0.000458851 -0.000201933 -0.001426 0.000532922 0.000396349 0.000170645 -0.000103301 -0.00150969 -0.00216139 0.000175883 0.000850152 -0.000147025 0.00114659 0.00013738 1.97579e-05 -0.00055403
internal_weight=542.591 358.054 184.537 85.8041 55.3944 21.7455 15.7613 30.4097 13.767 16.6427 7.8474 33.6489 29.2112 10.0956 272.25 27.4418 12.2578 244.808 200.244 133.731 103.59 15.1372 11.4036 5.50791 66.5125 13.35 44.5645 88.4525 81.7652 29.8863
internal_count=4633 2203 2430 973 558 360 254 415 278 137 104 198 184 108 1230 152 93 1078 860 608 495 117 94 43 252 59 218 378 356 149
is_linear=0
shrinkage=0.00228122


Tree=333
num_leaves=31
num_cat=0
split_feature=1 0 1 3 3 3 1 3 3 4 1 3 2 3 0 0 0 0 0 1 3 1 3 2 3 4 0 4 1 2
split_gain=5.03548 5.34065 3.795 2.9664 3.31637 2.80131 4.6467 6.11922 4.68161 2.87268 2.8506 2.87196 3.36832 3.28996 2.6558 2.17179 2.0977 2.26629 4.38481 3.59637 3.24927 2.62207 2.59507 2.54139 2.63955 2.39202 2.22897 2.19079 2.88856 2.13768
threshold=70.348883899450016 85.705356740550016 70.74946416085001 0.099855000000000027 0.12001500000000002 -0.15544999999999998 61.993156030000002 1.0000000180025095e-35 0.083905000000000021 38.060777288450005 55.782817748650011 -0.25098999999999999 -0.23353499999999996 -0.54009999999999991 78.252950803000019 75.994645973400011 122.35979489110001 96.631250582750013 97.886760529650019 71.053259929650025 0.08376500000000002 78.196493182200015 0.083555000000000032 -0.16533 -0.225495 36.859113051050009 96.082805124100005 36.772607578000013 78.381996793250025 -0.14314999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 10 7 9 -9 15 -1 12 13 -12 -10 -7 17 19 29 -4 22 -20 23 24 -21 -25 -22 28 -23 -19
right_child=2 -3 16 4 -6 6 -8 8 14 -11 11 -13 -14 -15 -16 -17 -18 18 21 20 26 27 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.003329151338871664 -0.0031699707276499314 0.00060102342765826124 0.0012586587641301376 0.0014114930912001024 -0.0016316996325692011 -0.0030171811850071583 -0.0028298764139308816 0.0017799633479472542 -0.0033909271520811942 -0.0035390329383087954 0.00054633797610562247 0.0023492107665116185 0.0010912154470821566 -0.0042381571487626864 -0.00021395020128550036 0.0023750050712222645 -0.003024476283198416 -0.00053540423739047768 -0.001073711026166782 0.0025689992418340426 -0.0033412775009187541 0.003038141060936942 0.0032756630806010478 0.0024178434655311326 -0.0013189649646265257 -0.0022881631171316652 -0.00026484829543282857 0.00011446565991132761 -0.0030976504876650155 0.0012517828372661164
leaf_weight=1.5637159780599201 3.4090518909506491 258.10527125187218 5.6966107506305006 14.120234105736019 3.6654204111546269 1.0572763560339793 8.5043515656143409 9.7929250933229941 2.5571903111413112 6.3385272156447172 2.2006136737763882 5.7240185234695646 7.4487351868301639 2.4887385740876224 13.051659919321535 1.4251999072730539 2.0152605030452824 6.6900422200560561 23.649472805205733 2.9263179674744606 7.2585571915842575 0.76028569787740607 1.3888359665870673 0.98846039921045115 2.7547900141216823 7.8338212626986206 2.5991193279623985 77.021525944350287 3.4653119939612225 29.076151993125677
leaf_count=100 91 1230 31 69 30 50 211 51 47 176 22 26 66 39 79 7 179 43 271 13 167 4 3 4 37 189 15 1042 219 122
internal_value=0.000197457 0.000401618 -0.000191288 -0.000242219 0.000784326 -0.000535974 -0.000944043 -0.000475414 0.00023492 -0.00252096 0.000361574 0.000684674 -0.00010028 -0.00199289 -0.000734433 7.84953e-05 -0.000132971 -9.91135e-05 5.55534e-05 -0.000790951 -0.00124438 -0.000238338 -0.000446855 -0.000803321 0.000683711 -0.0017609 -0.00253013 4.82294e-06 -0.00199368 0.000917491
internal_weight=515.577 338.044 177.534 79.9386 17.7857 62.153 42.7271 34.2228 25.4018 8.821 19.4258 17.8621 12.1381 4.68935 15.6089 2.48248 174.125 172.109 140.663 31.4465 25.7499 104.897 15.8922 14.5034 5.68111 8.82228 9.85768 81.2471 4.2256 35.7662
internal_count=4633 2203 2430 973 99 874 621 410 177 233 253 153 127 61 126 57 2339 2160 1701 459 428 1536 246 243 50 193 182 1265 223 165
is_linear=0
shrinkage=0.00285066


Tree=334
num_leaves=31
num_cat=0
split_feature=1 0 3 4 4 0 3 0 0 1 4 3 4 2 1 0 2 2 2 2 2 2 3 2 3 1 3 3 3 3
split_gain=0.782748 2.51495 4.02013 1.35612 2.43838 2.63553 2.10884 1.26218 2.02243 1.95851 2.98746 4.06167 2.89222 4.03909 2.53944 4.55062 1.58691 4.50439 4.43139 4.31956 7.58994 5.78094 4.58986 5.55426 5.75986 4.44898 3.32493 3.28148 3.39671 3.26989
threshold=71.053259929650025 95.550490414250007 -0.089139999999999997 36.772607578000013 34.515670600900002 97.722764583650005 0.11458500000000002 85.732241321850012 85.769879735700016 61.987779113750001 40.518963363600001 0.095830000000000012 42.844429421150004 -0.025719999999999996 61.907125369850007 85.968825637350008 -0.095074999999999993 -0.08158 -0.083330000000000001 -0.077085000000000001 -0.06828999999999999 -0.054875 0.084365000000000009 -0.033594999999999993 0.098950000000000024 62.132955852800002 -0.22831499999999999 0.10487000000000003 0.08079500000000002 0.085855000000000029
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 5 -3 -7 -1 -9 10 11 -10 13 14 -12 -16 26 18 29 -19 27 -22 -23 -24 25 -25 -11 28 -21 -18
right_child=1 3 -4 -5 -6 6 -8 8 9 16 12 -13 -14 -15 15 -17 17 19 -20 20 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021011808601161504 0.0027428185667034231 0.034043942390498926 -0.032981174137827488 0.00079225793094946757 -0.036199447600290896 -0.033323876789491863 0.027964698815232031 0.021278470576272562 -0.010283791755311879 -0.013354238088975245 -0.012553719437148456 0.028956887207277005 0.0071287322690923392 0.0035189178476225484 -0.014779289537653265 -0.072047717583317822 -0.027102118598537259 0.019935544158204758 -0.033753022846717988 -0.0059856962454008615 0.023219284924616376 0.012462817366406054 -0.039647530655354139 0.0087140297519764619 0.011079158373449782 -0.024322788643866149 0.0093437866748531523 0.0044696976994086516 -0.047977137066045394 0.0031046394618389345
leaf_weight=68.306831629713997 6.0045045511797071 1.4818556234240521 5.7728495897026715 116.3451572379563 2.6439201912144199 1.9465034418972211 0.7180483836273196 5.3121821731328955 5.2097582370042819 6.6963409781455985 3.7137259952723998 4.677013948559761 5.0815460458397856 4.5470100007951251 2.4069106876850128 2.809821292757988 4.2531539946794572 14.031871061772106 5.7588814776390782 2.8212076984345895 13.499334920197716 21.401858670637019 3.9232318662106911 5.6095570717007019 17.541001699864864 11.862758313771335 60.582003436982632 3.085310235619545 4.9715958312153816 15.73839028785005
leaf_count=994 64 4 300 1575 131 196 18 18 25 59 23 15 21 21 12 29 29 108 59 13 55 124 30 24 79 131 327 13 46 90
internal_value=0.000654081 -0.00127339 -0.0147678 1.72988e-05 -0.0132608 0.0013658 -0.0168077 0.00153905 0.00264155 0.00219199 -0.00529265 0.00827931 -0.0125227 -0.0199321 -0.0318724 -0.045625 0.00330217 0.00125816 -0.0101275 0.00422719 0.00162535 0.0051371 0.00109163 -0.00515866 -0.00129419 -0.0137162 0.00708461 -0.0222115 -0.0327751 -0.00332178
internal_weight=428.754 134.913 11.7774 123.135 6.79033 4.14641 2.66455 293.841 225.534 220.222 28.4458 9.88677 18.559 13.4775 8.93046 5.21673 191.776 124.498 25.7504 98.7477 84.7159 73.8377 60.3384 38.9365 35.0133 17.4723 67.2783 10.8781 7.7928 19.9915
internal_count=4633 2288 364 1924 349 218 214 2345 1351 1333 146 40 106 85 64 41 1187 801 178 623 515 443 388 264 234 155 386 72 59 119
is_linear=0
shrinkage=0.0305668


Tree=335
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 2 2 4 0 4 1 2 4 1 1 4 4 0 1 2 3 4 4 0 4 4 2 2 3 3
split_gain=4.27402 5.25295 3.79646 2.90445 4.16092 5.92941 5.92817 5.2037 3.55812 3.48172 3.14563 7.94223 9.65244 4.03589 3.32469 5.66848 4.9622 2.98325 2.9031 4.97434 5.76049 2.8682 2.84354 5.66165 4.00966 5.56168 5.00415 3.5554 3.38267 3.23458
threshold=70.348883899450016 85.990333302400003 70.74946416085001 63.910026677050006 62.095317438950012 -0.06828999999999999 -0.079789999999999986 41.741384785950011 88.350799540950007 36.558960102350007 66.235542959850008 -0.091149999999999995 38.621016321050007 66.859265246100009 68.20618276945001 38.238138001450004 38.751720283100006 86.264556031700025 62.00390986255001 -0.091639999999999985 0.092015000000000027 42.844429421150004 41.873095646600007 85.823648898300021 41.243661560350013 40.806664626150003 0.17437500000000003 -0.082654999999999992 -0.11223 0.10214000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 -2 4 5 6 18 17 -5 -10 11 -11 -13 -12 15 -15 -16 -7 21 -20 -21 -3 24 27 25 26 28 -24 -1 -29
right_child=2 3 -4 8 -6 7 -8 -9 9 10 13 12 -14 14 16 -17 -18 -19 19 20 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0022762202323129139 -0.0030923957044620754 -0.002585939565293867 -0.00010646416459088322 -0.0018044488948898085 0.0014148329738727337 0.00044988638109561452 -0.0027049952242318813 -0.00099022649430572686 0.0013481537428569827 -0.0041098684183763692 0.0018998488904452026 0.0029632514537340521 -0.0022662472401406373 0.0021792534658463167 -0.0014991712591023595 -0.002484117669047031 0.0010570622486720596 0.0025099269399545135 0.0021774910380174908 -0.0025890866098352721 0.001630172267967448 0.00036105423516098978 7.6700297372097047e-05 -0.0038057747066338001 0.0013837880294077854 -0.0037729301593606612 0.002255497219493619 -0.0024358575720717238 6.58458145694161e-05 0.00087093211734615194
leaf_weight=5.6945095802657297 3.330873755272477 4.7743858173489588 181.5017254925333 6.0736989527940741 60.229262631386518 7.872025787830359 6.6602314040064803 6.1062068305909625 21.960982099175453 4.5224116444587699 10.943698748946188 5.2478628158569318 5.6088543459773064 2.6656043231487265 7.6221385933458796 8.0449857134371978 24.855299284681678 17.194149978458881 10.014489069581034 5.2410442456603032 4.7277163863182068 5.4129843339323997 40.000500024762005 3.8516260646283618 18.385994109790772 3.042653936892747 6.9393671490252009 9.291490968782453 28.171756922267377 3.0077188257127991
leaf_count=185 91 24 2339 40 268 30 45 34 83 33 41 16 43 9 41 78 117 56 30 32 14 21 353 38 83 45 27 189 207 21
internal_value=0.000179669 0.000362235 -0.000160274 0.000610176 0.000884343 0.000414498 -0.000338408 0.00130407 0.000249757 0.000386156 8.22258e-05 -0.00102391 0.00026156 0.000396485 1.55377e-05 -0.00132352 0.000457139 0.00186297 0.000184021 0.000797865 -0.00058809 -0.00102008 -0.000110624 -0.000562829 0.000297382 -0.000158158 0.000111376 -0.000324001 -0.000327965 -0.0016272
internal_weight=528.996 344.164 184.833 225.778 128.232 68.0032 36.8309 31.1724 97.5455 91.4718 69.5109 15.3791 10.8567 54.1317 43.188 10.7106 32.4774 25.0662 30.1706 19.9832 9.96876 10.1874 118.386 56.1513 62.2343 43.8483 40.8056 52.2997 33.8663 12.2992
internal_count=4633 2203 2430 1055 554 286 166 120 501 461 378 92 59 286 245 87 158 86 121 76 46 45 1148 601 547 464 419 563 392 210
is_linear=0
shrinkage=0.00277154


Tree=336
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 0 0 1 2 0 0 3 3 2 2 1 1 3 3 1 2 1 1 4 3 1 2 2 4 2
split_gain=3.03305 3.95482 3.6179 2.369 2.66243 4.62943 3.27608 6.45643 2.96495 2.91147 3.56391 3.57617 6.23087 3.50622 3.3489 3.54932 2.77924 2.66805 2.61486 3.16862 2.33298 2.20563 3.79456 8.77846 3.89675 2.94758 5.46477 5.20041 4.76164 3.08094
threshold=70.348883899450016 85.990333302400003 70.74946416085001 85.931187223550012 41.873095646600007 85.823648898300021 85.121961326250016 61.546871980350012 -0.082654999999999992 85.799452775150016 85.431134011250023 1.0000000180025095e-35 -0.144095 -0.23353499999999996 -0.087660000000000002 62.186725015400008 61.998532946250002 0.10214000000000002 -0.24212500000000001 57.027573863050009 -0.074029999999999999 64.369753017350021 66.235542959850008 38.621016321050007 0.090465000000000031 62.095317438950012 -0.06828999999999999 -0.079789999999999986 41.741384785950011 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 8 7 -1 9 10 11 12 13 18 15 -12 -13 -10 19 -6 -5 25 23 24 -23 26 27 -3 -28 -27
right_child=2 21 -4 20 5 -7 -8 -9 17 -11 14 16 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 29 28 -29 -30 -31
leaf_value=0.00052260555545239815 -0.0036253753985139216 0.00014939708456672033 -0.00010443544489615965 -0.0045460466755998484 -0.0046965609938023336 -0.0045775819100085467 0.0011769301657706878 -0.0035432604577275858 -0.0027042996465554301 0.0033047929338396098 -0.004337391632588455 0.0028341667792431968 -0.0039917593042135893 0.0032373599065777686 0.0012080900481108792 0.00058920454996656607 -0.0014970285998417176 0.00095457808063652099 0.0021707280244475415 0.00093693694945423602 -0.00026239608578858281 -0.0017371143906908563 0.0006172995124847239 -0.0039866433507873304 0.0018338086254171468 0.0015995893166013513 0.0021041918085823496 -0.0030490678743043593 -0.0011335025395408389 -0.0012588319331513626
leaf_weight=17.404575404711071 3.1725500584579995 29.265237361192703 165.44623987202067 2.5038872137665749 2.3571580336429108 2.87121832743287 31.155484113842249 5.4767778804525724 8.4390899199061078 2.8397425115108481 5.306324303150177 8.3469939623028022 3.9666689415462395 3.9625237584114075 2.9681163653731328 2.2092157676815987 1.9493184778839339 2.8415657840669146 2.287353084422648 1.9426498785614965 2.9584947004914275 5.188885327428582 63.373957501724362 6.9487590398639432 8.7666704356670362 58.696050222963095 23.846595615148548 6.6552657932043067 6.0805784910917273 4.3179770782589904
leaf_count=227 91 121 2339 30 41 27 125 162 189 7 66 35 75 12 14 10 71 21 12 10 14 27 346 63 31 280 86 45 34 22
internal_value=0.000184726 0.000369162 -0.000170682 -0.000128366 -2.06023e-05 -0.000545985 0.000487777 -0.000450582 -0.000311741 0.000123351 -0.00013261 0.000541963 -0.000502264 0.000809782 -0.00172918 -0.0028892 0.00201418 -0.00178264 -0.000650534 -0.00215135 -0.00222597 0.000630104 0.000219288 -0.000987333 0.000506086 0.000898787 0.000415584 -0.000443207 0.00144636 0.00140372
internal_weight=493.546 324.927 168.619 111.787 106.325 52.2879 54.0368 22.8814 49.4167 38.1361 35.2963 24.8127 14.5164 10.5497 10.4837 7.51554 10.2963 11.2807 6.58716 4.29981 5.46238 213.14 84.2783 20.9043 13.9556 128.862 65.8477 35.9205 29.9272 63.014
internal_count=4633 2203 2430 1148 1104 590 514 389 563 353 346 256 150 75 90 76 106 210 63 51 44 1055 467 121 58 588 286 166 120 302
is_linear=0
shrinkage=0.00326596


Tree=337
num_leaves=31
num_cat=0
split_feature=1 0 4 0 1 4 2 0 4 1 4 1 0 3 1 1 0 1 3 2 2 4 4 2 2 0 1 1 0 0
split_gain=0.828433 3.16945 4.01292 1.65655 1.54537 1.61715 4.2386 3.12733 3.03992 2.5824 2.06638 1.75644 3.42176 4.53585 2.44302 3.93425 2.06842 2.70185 2.15765 2.28148 2.01162 1.66786 1.61846 5.16246 4.90275 4.70304 4.04254 4.13195 5.23146 4.75922
threshold=64.369753017350021 88.350799540950007 42.055256506450007 90.189704902150012 63.910026677050006 39.525197829750006 0.13747000000000004 75.994645973400011 40.148327922700012 62.00390986255001 40.518963363600001 62.084563606450011 85.990333302400003 0.097645000000000023 62.041548276350007 62.036171360100006 86.103248543850015 62.132955852800002 0.09803000000000002 -0.083004999999999982 -0.091149999999999995 42.684965421050009 41.873095646600007 -0.082404999999999992 -0.089569999999999997 85.216057360850016 61.987779113750001 58.309968391300011 85.662341410450011 85.769879735700016
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 -1 9 -7 -10 14 13 -13 15 22 -14 21 19 -19 -16 -18 26 24 25 -24 27 -12 -29 -30
right_child=-2 2 3 -5 -6 6 -8 -9 10 -11 11 12 16 -15 20 -17 17 18 -20 -21 -22 -23 23 -25 -26 -27 -28 28 29 -31
leaf_value=-0.023937138201501881 -0.00054064443008921962 0.027707209480781911 -0.010065126171667525 0.014481018215298206 -0.018751588626827381 -0.0023778522660758542 -0.029590724613249245 0.010710299654387349 0.013102753821053574 -0.031234186853861878 0.024622051986011667 -0.036739525851720481 0.028186535007470447 0.0092644922245363158 0.0036082558210071792 0.027820639239962076 0.0067311359804497154 0.0015333306874104025 0.010738000880024504 -0.028638429740493264 -0.018589856627890325 0.0252155851061268 0.0010244849959131341 -0.02072732388879418 0.01451417609020832 -0.028476563875599947 0.015719559953902184 -0.044301063118891738 0.022175218524405731 -0.012307006068164655
leaf_weight=2.1579766792710897 224.54228280158713 7.8315502777695682 4.8712017536163312 3.630300834774971 2.9885109926108262 5.8106789067387563 3.5400159806013098 22.741547554731369 11.357991648372261 3.9353855401277542 3.2932318686507669 3.0610867589712134 3.9313213899731627 3.4478095285594463 4.5108796982094637 3.8637445755302897 8.3110619410872477 4.3783695958554745 5.7354128435254097 3.344423480331896 9.795546052977441 6.6465830579400054 14.750863475492215 10.695916576893074 12.894497031345965 5.6559571195393792 13.317154570482669 2.6838902235031155 4.2148934602737418 10.755984369665383
leaf_count=148 3020 50 24 18 30 29 34 122 48 23 41 37 24 22 24 23 33 19 25 21 72 64 158 181 56 63 61 87 11 65
internal_value=0.000612293 0.00188037 0.0135022 0.000416537 0.00086973 0.00118698 0.00017182 0.0077075 0.000845508 -0.0140298 0.00183412 0.000888071 0.00582538 -0.0123709 -0.00110134 0.000725907 0.00948683 0.00689973 -0.00204178 -0.0115328 -0.0115907 0.0149449 -0.000611736 -0.00410241 0.00123727 -0.00715203 0.00387037 -0.00366244 -0.00893849 -0.0025989
internal_weight=428.696 204.154 16.3331 8.5015 187.821 184.832 159.933 24.8995 156.393 9.74606 146.647 135.289 38.8561 6.5089 96.4326 82.1261 32.3472 28.4159 13.4582 7.72279 14.3064 14.9576 78.2624 43.9972 33.3013 20.4068 34.2652 20.948 17.6548 14.9709
internal_count=4633 1613 92 42 1521 1491 1221 270 1187 52 1135 1087 245 59 842 746 186 162 65 40 96 97 723 458 277 221 265 204 163 76
is_linear=0
shrinkage=0.0275057


Tree=338
num_leaves=31
num_cat=0
split_feature=0 0 4 4 4 1 4 3 0 3 4 1 3 1 4 2 0 2 1 2 4 4 3 1 3 4 4 0 4 2
split_gain=3.79741 3.20216 3.86819 3.37109 3.20468 2.75 2.86159 2.69806 3.69499 2.84223 2.66703 2.62255 3.87701 2.6388 4.93175 4.20675 3.05603 2.94905 2.92865 2.84152 2.58982 2.56237 2.47901 3.8869 3.23367 2.45089 3.02118 2.59853 2.93986 2.89565
threshold=98.230883170350012 85.705356740550016 44.578137159850009 45.044778924400006 49.064150740050003 61.917879202350001 40.408647214050006 -0.17949499999999999 85.619326080400015 0.091510000000000022 43.968221017800005 78.196493182200015 0.087700000000000014 81.339300736700025 44.749265482150008 -0.18437499999999998 102.75018128760001 -0.078504999999999991 80.677940036650014 -0.61402999999999996 40.806664626150003 40.00488309970001 0.089705000000000021 72.62331947780001 0.12140000000000002 46.095286511800005 47.74983977685001 110.98492854115001 50.189067467950004 -0.088274999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 -1 -7 -8 10 -10 -9 12 -2 16 15 19 -13 18 -18 -15 21 -19 -14 -24 -25 -16 -27 28 -28 -29
right_child=11 2 3 4 -6 6 7 8 9 -11 -12 13 22 14 25 -17 17 20 -20 -21 -22 -23 23 24 -26 26 27 29 -30 -31
leaf_value=0.00018706484131791624 -0.0033418594473512537 0.000534291200810252 -0.0036254146906244617 0.00018815664393375444 -0.0036819270444991645 -0.0035688794404545496 0.0013178464810276614 -0.0033346392131361063 -0.0015040464567767369 0.0019239805678895453 0.0001344073253844287 0.0010408334434291731 0.0018936704646342398 -0.0035891308635373599 0.0029119295850497874 -0.0020469508143734611 -0.0036052634926714237 -0.0032253507122741109 0.0013842718188985324 0.001201576693087292 0.0031306479917382751 0.0018684697767357792 0.0023068281041414853 -0.0030564658480131024 0.00032796416427044326 -0.003925882510359178 0.00299450559549937 -0.0037496872934897627 -0.00027147716422757197 0.00071175860714180921
leaf_weight=49.92700319038704 5.4655770668759969 307.3605100819841 3.0550280986353782 15.054333458188923 2.0927864774130276 3.2314068898558643 4.845958421006805 6.9676238987594825 3.9869949705898744 4.3353033363819122 2.6182043254375458 26.996442028321326 3.0508219879120579 1.2581860530190168 3.2927754046395448 19.742221392691135 4.0096582816913706 1.8738349862396719 1.3503965549170969 6.859323857934216 2.2438360899686813 1.549063730984926 2.4142046794295302 6.6282349629327637 3.8221878260374069 1.4317780300043548 4.9828429669141752 2.1383473090827465 4.5078856078907847 3.0044869417324653
leaf_count=558 125 1649 92 141 75 88 24 191 33 15 71 125 14 38 13 696 85 43 10 174 6 6 9 77 32 43 21 49 85 45
internal_value=0.000197001 0.000326975 0.00045265 -0.000789454 -0.000284183 -0.000215312 -0.000988416 -0.000621953 -0.00114686 0.000281703 -0.00238713 -0.000294843 -0.00121249 -6.46708e-05 -0.000527345 -0.00131678 0.000509886 -0.000790012 -0.00234821 0.000459034 0.000683862 -0.000920096 -0.000481232 -0.00104444 -0.00181863 0.00060879 0.000136736 0.000534231 0.00144324 -0.00114327
internal_weight=510.097 403.475 327.563 20.2021 17.1471 75.9125 25.9855 22.7541 17.9081 8.3223 9.58583 106.622 21.381 85.2411 47.2178 27.8597 38.0232 11.0268 5.36005 8.11751 5.66673 3.4229 15.9154 12.8646 10.4504 19.3581 16.0653 14.6336 9.49073 5.14283
internal_count=4633 2937 1957 308 216 980 422 334 310 48 262 1696 257 1439 1164 908 275 150 95 212 55 49 132 118 109 256 243 200 106 94
is_linear=0
shrinkage=0.00293039


Tree=339
num_leaves=31
num_cat=0
split_feature=4 3 2 4 4 1 3 3 3 0 1 4 2 3 4 2 3 4 4 0 0 4 1 1 0 1 1 0 3 0
split_gain=0.795652 1.62559 2.01051 1.02074 2.38321 2.19316 1.83733 2.14889 3.20528 1.69049 1.59215 1.38339 1.32853 1.26935 1.41297 1.80917 1.20286 2.26765 1.03803 1.07962 2.30687 1.00262 1.70686 1.01619 1.45089 1.42546 4.68813 2.35077 1.89435 1.18966
threshold=49.292797572200008 -0.25098999999999999 -0.15734499999999998 47.927946529500012 45.700098835450007 88.512107028750009 1.0000000180025095e-35 -0.55393499999999996 -0.15544999999999998 93.047535894850014 67.254468591300011 45.044778924400006 0.70681500000000008 -0.25215499999999996 47.74983977685001 -0.031989999999999998 -0.42796999999999996 35.887362732750006 32.724174661450007 93.501885318850015 94.109476856350014 35.119813570500007 61.86411003975001 55.976386734050003 67.058211147750015 58.309968391300011 59.98487780655001 82.250688042950017 0.084805000000000019 83.933662832600007
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 7 -5 -9 -8 -6 -7 16 -12 15 -15 17 -1 19 -18 -21 22 -20 24 -23 28 -27 -28 -25 -29
right_child=1 2 -4 6 10 11 9 8 -10 -11 13 -13 -14 14 -16 -17 18 -19 21 20 -22 23 -24 25 -26 26 27 29 -30 -31
leaf_value=0.011207562114375616 -0.036621033503456378 0.0053243465237383701 -0.021238451937748391 0.022307018177580708 -0.032762039673521696 -0.029312601818048515 0.031911460141677617 0.0034960874583074668 -0.034098247819825317 0.0074525035593381835 0.018359516600052916 0.03017570207291019 0.017133246578080324 -0.032468239862212082 0.014858766032248423 0.00041159826419520331 -0.027597295654381977 -0.028381177891592928 0.028126938152607535 0.031379747244378767 -0.032182835465578971 0.021394853109976429 0.0037980632070410717 0.029205214351080356 -0.02876220372741449 -0.033911896526189908 -0.029491096861980114 0.018427353890592368 -0.001158230056508523 0.0010801624103976891
leaf_weight=1.783979391446336 1.2184679475612927 6.9069933823775491 3.1361735103419042 2.3049785904586306 2.3192940913140756 2.6489598143089093 3.1776007115840894 5.7292629843577734 2.4510366339236525 6.5435902178287506 1.2717064013704655 0.33310580160468806 3.8336045891046515 2.8909778918605293 1.2210691869258878 2.2545978014823054 1.9436916355043643 2.8366024005226791 2.6673457031138232 0.94254413247108437 0.79820329614449292 0.57181836012750809 12.015678687486796 3.1172825107350937 1.8453283716225994 2.9255002196878186 1.8954051858745504 3.0190778933465472 3.1039752066135406 338.98939506127499
leaf_count=50 19 88 207 8 97 515 10 36 33 60 9 2 39 82 11 36 48 89 19 3 71 11 121 17 145 50 146 20 23 2568
internal_value=0.000604484 -0.00661128 -0.0029704 0.000800089 0.000491731 0.000835194 0.00683143 -0.00115675 -0.00776818 0.0154475 -0.0127972 -0.0226676 0.00101853 -0.00673515 -0.0117477 -0.0180615 0.000855293 -0.0130962 0.00102773 -0.0135034 0.00223373 0.00117237 0.00821769 0.000881358 -0.0168967 0.00100307 0.000768938 0.00106396 0.014056 0.00123329
internal_weight=426.697 11.2616 10.0432 415.436 395.229 385.271 20.2065 10.4853 8.1803 9.72119 9.95765 2.98207 382.289 7.63835 6.36664 5.14558 378.456 4.62058 373.835 3.68444 1.74075 370.151 14.683 355.468 2.41715 353.051 346.829 343.904 6.22126 342.008
internal_count=4633 314 295 4319 4172 3937 147 77 69 70 235 517 3420 138 129 118 3381 139 3242 122 74 3120 140 2980 156 2824 2784 2734 40 2588
is_linear=0
shrinkage=0.0275125


Tree=340
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 0 0 4 1 0 2 3 0 0 3 3 0 4 2 4 2 4 0 3 4 3 3 1 4 3
split_gain=2.44354 5.27975 4.66601 3.56631 4.54117 3.26996 3.43222 4.78121 5.9416 11.8364 3.99802 3.15687 2.84633 4.13554 4.35156 4.10063 4.775 5.39715 5.33746 4.23934 4.03986 3.73053 3.41282 3.3666 2.86037 3.26381 5.34596 2.73568 2.85327 2.84698
threshold=91.109157582800023 67.606656606400023 90.321439350550008 66.439865777750015 92.464140480550014 85.705356740550016 89.861713010250014 38.621016321050007 63.910026677050006 86.162394622750014 -0.09715 0.4149000000000001 86.09518316945001 85.823648898300021 -0.041994999999999998 0.08079500000000002 86.103248543850015 41.319407281650008 -0.083330000000000001 42.027798546600003 -0.033594999999999993 40.518963363600001 86.681267041950008 0.089965000000000031 42.283941020600004 0.091385000000000022 0.12001500000000002 61.917879202350001 40.408647214050006 -0.17949499999999999
decision_type=2 2 2 2 2 2 2 2 2 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 5 4 -2 27 7 10 12 -10 -7 -3 13 -9 -15 22 -17 23 -19 20 -20 -16 -14 -18 -21 -26 -27 -1 -29 -30
right_child=1 11 -4 -5 -6 6 -8 8 9 -11 -12 -13 15 14 21 16 17 18 19 24 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0001524660819173971 0.0021436566366784694 8.1565035072681747e-05 0.0020173563438071807 -0.0038083697188552334 -0.0031761154460148979 0.00033647110628042443 -0.0015867580572026089 0.00093494410136518052 0.0032643507252450256 -0.0041833241372559032 0.0032227505097947367 -0.0039267415843723986 0.00025999988197975314 -0.0042121094007901497 0.0013807889717244309 0.0035296549386274519 -0.00049243790341422687 0.00087614134322927539 -0.0053486720158338443 0.0017507592021157195 -0.00069474409389024688 -0.0016807829156408108 0.0027534081137284092 0.0020382984329634971 0.00019945274507094052 -0.0051504587448482717 0.00026246376063632178 -0.0039227877520995923 0.0013912925507317115 -0.0013002353073889386
leaf_weight=51.179134078789502 3.3675165995955449 212.15374106378295 16.435659273527563 6.1651655156165361 3.1534532159566879 8.2118233293294924 7.6789538064040235 18.127909172326326 3.0995051115751249 7.187416014727205 11.969823338091372 2.0129786240868262 8.2286172881722468 3.8355102948844459 6.7484522387385395 4.9200441241264334 7.1276400387287167 20.969427496194836 4.2352066040039062 4.5052645355463055 3.4226537644863191 10.060538839548824 17.248732212930918 21.205656856298447 8.7659076228737849 4.0368887186050406 3.4207187741994858 3.207700990606102 5.0829604621976676 18.519644811749455
leaf_count=558 12 2549 70 60 30 34 51 68 9 75 40 44 33 36 21 22 29 77 33 15 16 65 104 75 39 32 14 88 24 310
internal_value=0.000171236 -7.43931e-05 0.000370646 -0.00207125 -0.000428914 0.000267737 0.00049837 0.000588664 0.000401204 -0.0019393 0.00204834 4.38905e-05 0.000565147 -0.000175341 -0.00115028 0.000830772 0.000486182 0.000293439 -0.000342742 -0.00124314 -0.00326862 -0.000451627 0.00194809 0.00140166 -0.000494867 -0.00111848 -0.00266761 -0.000279372 -0.00110372 -0.000720599
internal_weight=506.285 226.853 279.432 12.6861 6.52097 262.996 185.007 177.328 157.146 10.2869 20.1816 214.167 146.859 38.7724 20.6445 108.087 82.6094 77.6894 49.3561 28.3866 7.65786 16.809 25.4773 28.3333 20.7288 16.2235 7.45761 77.9894 26.8103 23.6026
internal_count=4633 2695 1938 102 42 1868 888 837 763 84 74 2593 679 190 122 489 352 330 226 149 49 86 137 104 100 85 46 980 422 334
is_linear=0
shrinkage=0.00318567


Tree=341
num_leaves=31
num_cat=0
split_feature=1 0 4 0 3 3 0 4 3 4 3 2 3 3 4 4 4 4 3 4 3 3 3 3 2 4 3 1 3 3
split_gain=0.749816 2.90664 4.81436 2.46608 2.22631 2.3169 1.72579 4.56331 2.2287 2.12409 3.21268 2.30061 4.8155 3.66001 3.13924 2.76754 2.54275 3.67333 2.44785 1.87707 2.9314 2.25621 3.29436 3.09548 2.90014 2.52468 2.19516 2.1443 1.91019 1.57665
threshold=64.369753017350021 87.261973998100004 41.529896397300007 86.904409066750006 0.091385000000000022 0.10990500000000002 86.681267041950008 42.546237522150008 0.093635000000000024 41.965446242000006 0.11636500000000001 -0.11692 0.085895000000000013 0.070640000000000022 43.847983878700006 48.393869453650005 42.91168285345001 42.686561923500008 0.087795000000000026 41.681597818500002 0.087935000000000027 0.092015000000000027 0.087795000000000026 0.10249000000000003 -0.053874999999999999 41.16018805045001 0.085625000000000021 62.057679025150001 0.084065000000000015 0.091290000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 -4 -6 9 8 -8 19 11 12 15 -13 16 -11 17 18 -15 21 -21 22 26 -23 25 -25 27 28 -1 -24
right_child=-2 2 4 -5 5 -7 7 -9 -10 10 -12 13 -14 14 -16 -17 -18 -19 -20 20 -22 23 29 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0020874467317071222 -0.00042919511913887254 0.017229048876015861 0.0068177267797541038 -0.014526622736231174 -0.019060381811103731 0.0044129912444221498 -0.013459310258343604 0.021376813366745719 0.0090675567101726976 -0.02685830971929536 -0.029629571432787841 -0.030487908695740411 0.021827663736224665 0.0049737985401856512 0.0076678954630189835 0.0012047107988842629 -0.020671611117168785 0.010224438040922535 -0.020153005220191863 0.023401458935215225 -3.4172450522891161e-06 0.012523936160686104 -0.031468748397665648 -0.0022978174775092407 -0.015261941345079234 0.016682428454455049 0.014950611634872808 -0.017302548259729281 -0.026490078170415331 -0.0055644317733367886
leaf_weight=18.880718875210743 225.59109665366122 15.496403075754641 11.84771776199341 5.8848443999886504 4.9793301820754987 4.1304780542850494 5.0322189293801802 7.406731277704238 4.4373852014541626 2.2699428483610999 2.4302055602893224 2.9826309127965933 5.7346744928508988 3.0147138461470693 9.317978557199238 11.179224886000155 6.4068509177304795 6.3966328203678122 6.7261717841029167 5.3877401587087643 6.1562880706042051 15.951610458083449 2.9821870243176809 11.423506274819376 5.6042971201241043 5.6109755858778945 4.2511679166927925 4.6246513512451193 1.3453164724633087 2.186428626999259
leaf_count=315 3020 95 53 35 37 16 30 66 17 81 32 116 26 19 54 74 70 31 75 39 31 69 35 58 30 17 25 39 15 13
internal_value=0.000486674 0.00151933 0.00743631 0.000201084 0.000195363 -0.00841732 0.000750534 0.00775277 -0.00290339 -8.83761e-05 -0.00356739 -0.00239512 0.004049 -0.00594292 -0.00364526 -0.00353175 -0.00832119 -0.00341787 -0.0123765 0.00223876 0.0109199 0.000863322 -0.00346356 0.00470584 -0.000802909 0.00395407 -0.000435908 -0.00306806 0.000186638 -0.0205107
internal_weight=425.67 200.079 36.4539 163.625 20.9575 9.10981 157.74 16.8763 9.4696 140.864 56.459 54.0288 19.1838 34.845 31.8623 13.4492 22.5444 16.1375 9.74089 84.4049 11.544 72.8609 34.2705 38.5904 22.6388 17.0345 29.1019 24.8507 20.226 5.16862
internal_count=4633 1613 201 1412 106 53 1377 113 47 1264 578 546 181 365 249 155 195 125 94 686 70 616 442 174 105 75 394 369 330 48
is_linear=0
shrinkage=0.0231714


Tree=342
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 2 1 2 2 2 1 0 0 4 0 3 4 3 1 1 2 0 1 3 1 1 4 3 0
split_gain=5.57564 6.38681 5.70939 4.98092 5.73518 4.1831 6.91592 5.05175 4.02352 7.25043 3.98356 3.76813 3.7487 3.58222 3.56834 3.43815 6.21769 4.2236 4.10115 3.67752 3.37319 3.36522 3.99173 3.20577 3.17955 3.10611 4.34584 2.99444 3.05866 4.24303
threshold=91.109157582800023 85.990333302400003 67.606656606400023 67.606656606400023 90.321439350550008 -0.059424999999999999 -0.016014999999999998 81.573196594050017 -0.087660000000000002 -0.088274999999999992 0.70681500000000008 66.439865777750015 89.861713010250014 101.91675926715001 40.00488309970001 97.32487278035002 0.089965000000000031 38.324118171300007 0.091510000000000022 77.621163142300006 71.053259929650025 -0.074029999999999999 96.324766355850002 69.873026810350026 -0.16179999999999997 82.815264250350012 76.279622535200005 36.654713368950006 0.078770000000000021 93.843319501450011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 12 8 20 10 9 23 13 -2 -3 15 21 16 27 -18 -17 -20 -7 -10 -23 -4 -5 26 -16 -8 29 -29
right_child=2 3 5 24 -6 6 7 -9 14 -11 -12 -13 -14 -15 25 18 17 -19 19 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-3.3551826417664192e-05 -0.00030286500690296028 0.00063247592179487813 0.00090089771724728316 0.00044573640722806129 0.0018754465663023991 0.0022396174352327216 0.0022684727776802133 -0.0014051023914201568 -0.0029661560897496337 0.0029721305706820597 0.0019935970640710004 -0.0026592641923950319 -0.00094092334469341474 0.0011766909310041971 -0.0014522358843214126 -0.0029369871216670452 0.00037578095123005212 -0.0032502780196592643 -0.0019128378069184005 0.0012331091931189317 0.00068724793032592761 0.0010527686626977345 -0.0025412549253900226 -0.00029559637156261165 -0.0032759363792266597 -0.002594814967644896 0.00088715120832925964 0.00093502279381329459 0.00098485720334446692 -0.0025922879909793554
leaf_weight=115.12024256912991 6.3638311289250833 142.00585592538118 12.035043653100727 1.9345921035856006 17.368866629898548 10.158476553857328 4.5216570496559205 10.854527578689156 6.3004428003914654 3.6417888738214961 5.42452473565936 6.5224726051092148 7.5706713572144499 10.234440154395996 6.0330346236005488 4.3654653336852771 2.5812802761793128 3.7249855399131775 3.3405842985957861 3.7363969944417477 19.203700864221901 3.0527752377092856 2.823424241039902 90.968033431563526 2.494582333136349 2.5140037946403018 10.044483274221419 3.1016128454357412 10.860452792607246 3.3855787077918649
leaf_count=1155 42 625 62 12 59 30 12 304 93 12 33 60 38 61 60 52 13 44 34 15 162 14 61 1319 49 77 37 13 55 30
internal_value=0.000156804 0.000363336 -8.39287e-05 0.000629945 0.000690443 -5.8252e-06 0.00034442 -4.62543e-05 -0.000249224 -4.89813e-05 0.000220577 -0.00149557 0.00055284 2.76524e-05 -0.000943282 -0.000269176 0.000139827 -0.00176606 -0.00127629 -0.000251889 0.00122432 -0.00186006 -0.000674105 -0.000155796 -0.00165037 -0.000342833 9.30405e-06 0.000689411 0.000277829 -0.000905834
internal_weight=532.288 286.495 245.793 171.375 166.945 232.907 95.4937 66.1315 137.413 106.645 55.277 12.8863 149.577 49.8525 30.7682 39.618 28.1756 6.30627 11.4424 7.07698 29.3622 12.1766 5.8762 103.003 4.42917 18.5915 16.0775 21.8693 17.3476 6.48719
internal_count=4633 1938 2695 783 722 2593 858 666 1735 1393 362 102 663 329 342 268 167 57 101 49 192 168 75 1381 61 174 97 110 98 43
is_linear=0
shrinkage=0.00217865


Tree=343
num_leaves=31
num_cat=0
split_feature=4 0 0 4 0 1 4 2 1 1 3 4 1 3 0 1 1 1 0 2 1 4 0 1 1 1 0 0 4 0
split_gain=0.763292 1.30319 1.94462 0.756454 1.43271 1.95385 2.1053 1.72492 2.30284 1.30827 1.87458 1.30349 1.1487 1.83537 1.56257 2.29478 1.18639 3.86364 1.57768 1.90089 1.19494 4.66438 3.25795 1.48726 5.59099 3.41006 2.84439 6.68238 2.44805 3.2121
threshold=31.914316944300001 93.501885318850015 94.109476856350014 49.064150740050003 71.144667506050013 55.855406118200008 49.960114208400007 -0.23353499999999996 87.143681840350013 87.313054702550019 0.074735000000000024 48.823707093150006 55.887667615750004 0.070640000000000022 73.921844754800006 57.027573863050009 58.309968391300011 59.240174904450008 81.90387694410002 -0.55200499999999997 64.369753017350021 38.396531328800009 89.057864029250013 66.235542959850008 65.765062787050013 66.859265246100009 91.886121982450007 90.321439350550008 36.558960102350007 89.474575039450016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 11 -5 -6 -7 -8 -9 -10 -11 12 13 -2 -14 -16 -17 -18 19 -19 21 -20 -23 24 28 -25 27 -27 -22 -30
right_child=3 2 -4 4 5 6 7 8 9 10 -12 -13 14 -15 15 16 17 18 20 -21 23 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=-0.039663827578908316 -0.038837175740393907 0.037618877242003392 -0.036782256390878502 -0.042747151142107732 0.02313544373174635 -0.032446210543403818 0.036310441943515709 -0.037987965728006917 0.030059172215392359 0.01835896161422133 -0.035507346574252176 0.014338509675394266 0.027233065278784958 0.0085939276964988043 -0.038562408604246277 0.017424407273504933 -0.039824887804397024 0.034198742236543088 0.023513542279138763 -0.037565219863107936 0.011717324890022711 0.00054992874052091085 0.020197391374661328 0.019196467863769502 -0.05743193327917552 0.0097634133132209304 0.00042975441884803901 -0.04535925107958258 0.003457743208659526 -0.031824840741500007
leaf_weight=1.392621555598452 2.0405000611208375 0.8789357542991636 0.70268204444437288 1.1300463974475849 2.4657360613346091 3.1984487462323141 1.2094975677318842 1.8895350302336762 1.6010370552539823 1.4935412611812355 1.3832480451092122 8.0672941803932172 2.5030807778239241 1.6322720847092567 1.6388699375092972 4.812051558867096 2.5890188394114366 0.50358050316572223 11.807600926607845 2.2144956579431883 7.7092126794159475 148.42002132069319 10.014456525444983 10.244185164570807 2.3379831099882713 4.8422951535321754 168.65690936055034 4.937058940064162 6.3283619601279479 5.2456497140228748
leaf_count=81 173 3 138 16 10 67 8 125 8 16 95 47 17 26 50 27 52 7 56 160 37 889 60 48 31 66 2122 70 93 35
internal_value=0.000685784 -0.0161448 0.0045639 0.00080471 -0.00671277 -0.00363745 -0.00976394 -0.00018899 -0.00712216 0.00590247 -0.0075416 0.00107045 0.000801832 -0.0177576 0.000974486 0.000806943 0.000972102 0.00076692 0.00104113 -0.0242694 0.00122191 0.00329839 0.00179182 -0.000459028 -0.00874159 0.000490084 -0.000583866 -0.018065 -0.00283815 -0.0125333
internal_weight=423.89 2.97424 1.58162 420.916 14.3711 13.241 10.7753 7.57686 6.36736 4.47783 2.87679 406.545 398.478 3.67277 394.805 392.302 390.663 385.851 383.262 2.71808 380.544 170.242 158.434 210.302 21.6212 188.68 178.436 9.77935 19.2832 11.574
internal_count=4633 222 141 4411 345 329 319 252 244 119 111 4066 4019 199 3820 3803 3753 3726 3674 167 3507 1005 949 2502 196 2306 2258 136 165 128
is_linear=0
shrinkage=0.0333403


Tree=344
num_leaves=31
num_cat=0
split_feature=2 3 4 1 4 1 0 4 4 1 1 2 2 4 4 2 2 4 1 3 3 0 2 1 0 0 1 0 4 1
split_gain=0.708676 2.77959 1.78018 4.12742 3.54719 2.93779 2.71648 1.98732 1.45927 1.41673 1.74807 1.30975 1.66174 3.48326 1.19016 1.67695 3.82425 2.20367 2.09073 1.89322 6.07475 3.45103 1.91122 1.53949 1.42031 1.68612 1.42298 2.96143 2.58488 1.39821
threshold=-0.23557500000000001 0.091705000000000023 38.804629908750009 62.020040611300011 45.458122212500008 57.492677119650004 98.51854819030001 50.189067467950004 43.521589032450009 73.448676123850007 63.565904036300005 -0.26416999999999996 -0.59496499999999986 35.476804824450006 49.292797572200008 -0.16164499999999998 -0.15689999999999998 35.374259656300005 77.443724905700023 -0.15544999999999998 1.0000000180025095e-35 94.354126546200021 -0.18437499999999998 87.143681840350013 75.994645973400011 67.058211147750015 58.309968391300011 84.226704768850013 38.324118171300007 87.313054702550019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 6 -1 9 -6 11 10 -5 12 -3 -14 15 17 -17 18 -2 -19 -21 -22 -23 -16 25 -18 -26 28 -28 -25
right_child=14 8 3 4 7 -7 -8 -9 -10 -11 -12 -13 13 -15 23 16 24 19 -20 20 21 22 -24 29 26 -27 27 -29 -30 -31
leaf_value=0.034373052876139162 -0.038705732501969077 0.0055718666061066952 -0.033906691204978003 0.025429086262652993 -0.031046751427557018 -0.038598914407141777 -0.019651288045655097 0.024583004419811094 0.021610885201726108 0.029082134596277197 -0.0076252832933861462 0.020208123344576293 0.018346088502081151 -0.023717382132619216 -0.020818806003022442 -0.047291571551073511 0.029088468801324933 0.016655520209444753 0.026191869529130697 -0.03290213953501088 0.020697078686564806 -0.039524578004079242 0.0063312047186699517 0.023863448416744867 0.016970175470822094 -0.0289904257721657 -0.0020820795935943895 0.0011256098379301227 -0.035000767039411108 -0.0085814453233832282
leaf_weight=0.48907624883577527 1.3968470636755252 10.468980804667813 3.3787996922619667 2.0676432400941831 3.2636137213557954 2.9401184997695964 2.1194003042182876 0.57391400635242451 3.0406413604505351 3.3777524158358574 2.9523667027242482 2.4066570135764769 2.1035866863094297 5.1829561125487089 4.337918936274944 1.2630022494122375 0.45745138544589226 13.778455780819062 0.51691776234656561 2.9469893239438507 8.1839818120934051 1.2843250241130584 1.4949084195541216 1.5058666020631788 4.1524398513138285 2.2416684200288728 4.1213525310158721 321.61152578244219 3.2369196822401136 3.0628911156672984
leaf_count=2 74 76 120 6 142 132 90 5 23 12 38 11 15 86 160 52 4 60 18 128 46 30 27 8 22 185 36 2826 71 128
internal_value=0.000512323 -0.00278284 -0.0100084 -0.00649229 -3.95079e-05 -0.0281916 0.00823881 -0.0227272 0.00380743 0.0152776 0.00598916 0.00112251 -0.00146443 -0.0115739 0.000901552 0.00114342 0.000590924 0.00743469 -0.0211766 0.00941222 0.00223752 0.0116833 -0.0148594 -0.00905603 0.000771007 -0.0191471 0.000932394 0.000729956 -0.0165631 0.00211242
internal_weight=419.959 44.3655 21.1627 17.7335 14.3547 3.42919 10.5172 3.83753 23.2028 8.39776 5.02001 20.1622 17.7555 7.28654 375.593 366.687 337.084 29.6024 1.91376 27.6887 13.9102 10.9632 2.77923 8.90668 335.821 2.69912 333.122 328.97 7.35827 4.56876
internal_count=4633 758 547 413 293 134 146 147 211 56 44 188 177 101 3875 3579 3196 383 92 291 231 103 57 296 3144 189 2955 2933 107 136
is_linear=0
shrinkage=0.027569


Tree=345
num_leaves=31
num_cat=0
split_feature=1 4 2 4 0 0 1 1 0 0 4 4 2 0 4 2 0 3 2 2 2 2 4 3 3 3 2 1 2 2
split_gain=3.79237 5.07655 4.85042 3.53476 3.65229 3.19209 3.69452 3.90648 3.61446 4.39365 4.02992 3.46514 3.08995 3.05942 2.63168 2.54196 2.39735 4.97862 2.34656 2.15108 3.02698 3.93997 2.9534 1.97107 5.0612 1.92821 1.79043 4.07359 1.68476 1.66769
threshold=81.339300736700025 44.749265482150008 -0.18437499999999998 44.461493122800007 75.381677519650012 103.57284947555002 80.13218303615001 78.962703749400006 102.65877371115 99.013224486300018 40.300545846000013 36.016191615950007 -0.61402999999999996 122.35979489110001 42.320906304050006 0.70681500000000008 102.21786657775002 -0.222165 -0.61402999999999996 -0.237895 -0.16533 -0.098419999999999994 49.960114208400007 0.075320000000000012 0.078385000000000024 0.080110000000000028 0.28423000000000004 82.49264927465002 -0.083004999999999982 -0.21563499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 4 -1 6 7 8 9 15 11 -11 -2 23 -12 -6 -14 -18 -5 22 29 -22 -20 -3 -25 -26 -4 -28 -23 -21
right_child=1 13 26 18 5 -7 -8 -9 -10 10 14 -13 16 -15 -16 -17 17 -19 19 20 21 28 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0019332428420850375 -0.0033508991989453815 0.0018571052722077376 -0.0022654524301725862 0.0028507253130992541 0.00036885847227763086 -0.0020184653518317986 0.0016869620692335759 -0.0024351004026631363 0.00266908994986686 0.0003269054446954602 0.0010691710283987014 -0.003482029401140872 0.0032089460924821333 -0.0029535314179397849 -0.0018473834934462521 0.0025645361801474049 0.0030383036929332906 -0.0029990952626518289 -0.0030295891053532184 -2.9600909018663186e-05 -0.0031787636123125039 0.0016453243510277202 0.0028190921247299499 -0.0029907531308236263 0.0024926930954713828 -0.00030738844088485013 0.0031266177691682152 -0.0032327960599108601 -0.00092392655334143749 0.002079124748953672
leaf_weight=5.2150616317521772 1.2774524472188202 7.9636176405474606 18.228611399419609 1.5069187283515919 362.77702634548768 4.1421114616096011 15.39225269295275 3.7427568184211841 4.9292262382805339 2.5139489248394984 7.3758763298392278 5.9291492151096463 2.7631799057126063 1.7175092417746771 3.3143676556646824 3.9396308138966551 1.9566564387641845 2.0858128319960088 4.5899464490357778 18.258075898513201 5.3294442417100027 2.4990204945206642 0.74123370647430409 2.8956435518339259 4.1013867165893316 3.264830824919045 1.5181651338934892 1.4610144966281948 7.6968057653866762 3.2683300413191274
leaf_count=348 38 37 622 6 2082 83 52 36 25 24 34 84 8 69 34 24 16 150 176 118 191 14 4 91 25 36 5 74 112 15
internal_value=0.000174661 -0.000542726 -0.00126308 0.00025092 0.000327764 0.000356242 0.000380238 0.000329256 0.000355732 0.000326179 -0.000943927 -0.00234791 0.000528961 0.000515285 0.000164932 0.000392447 0.00125723 -7.68429e-05 -0.000483166 -0.000601702 -0.000369371 -0.0012844 -0.0022164 0.000842175 5.45488e-05 0.00125165 -0.0019461 7.90828e-06 -0.000294197 0.000290565
internal_weight=512.395 49.2339 29.2909 463.161 419.271 414.056 409.914 394.522 390.779 385.85 19.1333 8.4431 8.0831 19.943 10.6902 366.717 6.80565 4.04247 43.8898 42.3829 37.0517 15.5253 5.33118 18.2255 10.2619 7.36622 21.2078 2.97918 10.1958 21.5264
internal_count=4633 1171 913 3462 2826 2478 2395 2343 2307 2282 176 108 212 258 68 2106 174 166 636 630 450 317 180 189 152 61 701 79 126 133
is_linear=0
shrinkage=0.00271873


Tree=346
num_leaves=31
num_cat=0
split_feature=1 4 4 2 2 3 4 1 4 4 0 4 2 2 0 0 1 1 3 2 0 3 3 2 1 3 3 1 2 3
split_gain=0.697068 0.811572 1.13865 0.618552 1.88254 1.8001 2.18709 2.459 1.84464 2.41073 3.63492 3.694 2.48299 1.58348 3.11089 1.18388 1.37338 2.02625 1.32912 3.43748 4.40309 2.93979 2.65649 2.45029 2.60623 1.59713 2.90323 2.67 3.22832 2.22262
threshold=90.937096262400004 48.109449608500007 48.914776625700007 -0.23353499999999996 -0.23265499999999997 0.091705000000000023 38.804629908750009 57.492677119650004 48.96897326980001 48.823707093150006 86.264556031700025 45.458122212500008 -0.23381499999999997 -0.24150999999999997 98.51854819030001 76.535026057600007 58.309968391300011 59.98487780655001 0.10487000000000003 -0.094409999999999994 87.727077254650013 0.23724500000000004 0.10685000000000001 0.20852500000000004 61.966271448700006 0.096480000000000024 0.09557000000000003 71.053259929650025 -0.079369999999999996 0.097005000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 7 -1 9 10 12 13 -8 14 -12 -6 -17 -18 25 20 -20 -22 -21 24 -24 26 -19 29 -29 -27
right_child=1 2 -4 4 15 -7 8 -9 -10 -11 11 -13 -14 -15 -16 16 17 18 19 22 21 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=0.026803314590110677 -0.025278045816368784 0.011923469150101555 -0.026116171380264834 0.019058043836533509 -0.011383026815668778 0.0032094470298338631 -0.030284919749624602 -0.033864307584239174 -0.018978906442323536 0.020160007632156429 0.011931590109619337 -0.027511200344333013 0.0071524450317134603 0.024035579230330919 -0.02766884524510806 0.016495399481596309 -0.022094095669888937 0.0010714873397803895 -0.046778432537770531 -0.016500482858997644 -0.024817931243941289 0.013355127169512634 0.013398695144773589 0.018381058145920282 -0.0038899348801421977 0.025157683484444172 -0.023588573414507808 -0.031949942791465229 0.0024560195791305871 0.0065695478028379179
leaf_weight=0.48810595786199273 1.4113429415738203 1.4501542132347824 0.74417165492195625 3.5391250625252715 4.9685790821677065 22.870713346404955 4.2492111785104587 2.8888227356364951 4.1138986097648731 2.9793173130601636 5.4623675094917408 2.0038040378130964 1.4973877221345908 3.2466038763523093 1.6038281815126536 3.4966829903423777 2.4100162968970826 249.94617067486979 2.3573898300528517 5.4337279610335818 2.4777625736314803 2.5673122982843779 6.8800634518265715 5.0620403084903947 26.209361762739718 4.6182057484984389 3.0197913027368477 2.2817863957025111 6.7360184006392938 31.053748750127852
leaf_count=10 468 15 71 17 326 185 195 119 51 12 31 73 7 12 64 19 36 2232 24 41 32 15 25 39 198 17 31 45 63 160
internal_value=0.000455492 -0.010489 -0.000977086 0.000550705 0.00091411 -0.00201596 -0.00620435 -0.0250953 -0.00366847 -0.000675222 -0.00411175 0.00354851 -0.0205299 0.00958349 0.0029434 0.0007355 0.000905326 0.000750041 0.000907952 -0.00282154 -0.0185723 -0.00539262 -0.000146433 0.00218279 -0.000295225 0.0015468 0.000777107 0.00590366 -0.00624976 0.00897603
internal_weight=418.068 3.60567 2.19433 414.462 363.058 51.4041 28.5333 3.37693 25.1564 21.0425 18.0632 12.3166 5.7466 10.3128 7.0662 359.519 354.55 351.053 348.643 50.9877 7.40246 5.04507 43.5852 38.1515 33.0894 297.656 252.966 44.6898 9.0178 35.672
internal_count=4633 554 86 4079 3320 759 574 129 445 394 382 180 202 107 95 3303 2977 2958 2922 374 71 47 303 262 223 2548 2263 285 108 177
is_linear=0
shrinkage=0.0249996


Tree=347
num_leaves=31
num_cat=0
split_feature=0 3 0 3 1 0 1 4 2 2 2 0 0 2 2 2 2 3 2 4 3 4 1 4 3 1 2 4 2 1
split_gain=0.622789 1.25703 0.785571 2.59123 1.72599 2.03652 1.0619 1.00903 1.83368 0.986907 1.55632 1.1664 0.740581 0.819689 0.703936 1.40523 0.778379 0.904205 3.88069 4.17174 2.44214 2.53066 2.33025 3.84416 1.95348 4.74044 5.6537 2.48491 1.69311 1.71039
threshold=113.1679565431 -0.15544999999999998 110.78598263955001 0.078770000000000021 87.313054702550019 110.27248713660002 86.751166953300014 49.292797572200008 -0.23265499999999997 0.70681500000000008 0.36215000000000008 88.122280599850015 118.55293817840001 -0.15617999999999999 0.28423000000000004 0.27394500000000005 0.26056000000000007 1.0000000180025095e-35 0.049235000000000008 34.515670600900002 -0.093130000000000004 41.909642283050012 83.602982482550019 44.749265482150008 0.080110000000000028 72.327589083450007 -0.045684999999999996 40.21994457600001 -0.25105499999999997 71.658163008950012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 12 4 -4 6 -6 7 9 -9 10 14 -12 13 -2 15 16 17 18 20 -20 28 -22 24 -24 25 27 -27 -19 -1 -30
right_child=1 -3 3 -5 5 -7 -8 8 -10 -11 11 -13 -14 -15 -16 -17 -18 22 19 -21 21 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.019380588025057984 0.012825321186846789 -0.020099005901060743 0.02230787734160582 -0.029334156663314785 -0.029133460581870951 0.019539694553847319 0.018139186562760413 0.0013139436115101131 -0.030323398174169361 0.013763727142605453 0.0009435441222645953 -0.037885782348696655 0.01454221584199818 -0.034102602955568155 0.015587780988793565 -0.018062927312457573 0.010885239465332977 -0.0040189700940835493 0.022775866973416534 -0.034643896067043392 -0.0041180738402789418 -0.032924205718995493 -0.031972728520076842 0.032474336331967391 0.0007295521770680042 -0.034469090501319834 0.010689333898199798 0.018410714129434857 0.00054823798183180577 0.012424852140466069
leaf_weight=2.4663331732153884 0.48084864194970578 3.0791851464018682 3.46851474745199 0.87448612670414139 2.7464241015259172 0.79726873664185394 2.4689661567099384 3.4301427723839879 2.1373767683980978 4.0899890903383485 0.95983023196458761 1.3219380350783465 1.8791955723427234 0.60311509435996435 2.2559248013421884 2.8882384318858376 5.3269588509574524 4.3985260962508681 1.132906806655227 4.6120721339248121 8.7590568924788368 2.9239348066039375 3.2735573035897678 0.83496594429016102 273.10336995206308 3.6568413375644013 4.3792812898755056 18.411877548322082 36.309606397990137 11.469081387855111
leaf_count=74 21 365 39 101 197 21 22 30 138 41 12 47 56 21 15 37 35 29 8 110 86 76 102 2 2091 105 21 152 491 88
internal_value=0.000441336 -0.00810309 0.000567722 0.0119095 0.000445845 -0.0181829 0.000610629 0.000501931 -0.0108317 0.000662664 0.000524736 -0.0215522 0.00436254 -0.0132853 0.000655171 0.000567432 0.000708641 0.000564362 -0.00224176 -0.0233207 -0.000286296 -0.0113275 0.0011808 -0.0188753 0.0014519 0.0078473 -0.00986003 0.0140856 0.002281 0.00339917
internal_weight=414.54 6.04234 408.497 4.343 404.154 3.54369 400.611 398.142 5.56752 392.574 388.484 2.28177 2.96316 1.08396 386.203 383.947 381.058 375.731 67.673 5.74498 61.928 11.683 308.058 4.10852 303.95 30.8465 8.03612 22.8104 50.245 47.7787
internal_count=4633 463 4170 140 4030 218 3812 3790 168 3622 3581 59 98 42 3522 3507 3470 3435 933 118 815 162 2502 104 2398 307 126 181 653 579
is_linear=0
shrinkage=0.0268104


Tree=348
num_leaves=31
num_cat=0
split_feature=0 0 4 1 3 2 4 1 4 2 4 3 2 3 4 3 2 3 4 3 0 4 2 3 2 4 0 2 4 4
split_gain=6.44578 6.07763 3.73128 3.64543 4.4039 5.3639 4.46735 3.61974 5.82285 3.98644 3.58044 3.29478 4.38623 3.77184 3.27519 3.3293 5.02604 13.2007 4.19137 4.36802 4.52368 4.11428 4.0192 3.83692 3.26418 3.2493 5.47495 3.83562 3.5332 5.35222
threshold=93.972365491700018 85.990333302400003 38.238138001450004 71.830224329350003 0.089505000000000015 -0.10040499999999999 39.427119987250002 81.339300736700025 44.749265482150008 -0.16533 48.109449608500007 0.092185000000000031 0.15915000000000004 0.08759500000000002 44.279556297950009 0.080545000000000019 0.15684000000000003 0.099855000000000027 41.243661560350013 0.087795000000000026 86.780739992750014 43.157831852650006 -0.093604999999999994 0.079220000000000027 -0.047144999999999999 41.873095646600007 85.823648898300021 -0.082654999999999992 41.243661560350013 40.806664626150003
decision_type=2 2 2 2 2 2 2 2 2 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 -2 4 24 -6 -7 10 9 -9 11 13 -13 -5 15 23 18 -18 -17 20 -20 -21 -22 -3 -4 28 27 -27 29 -1
right_child=2 14 3 7 5 6 -8 8 -10 -11 -12 12 -14 -15 -16 16 17 -19 19 21 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00016539034467961307 -0.00087430736595921709 0.00077934217941888104 -0.0020472848052341865 0.00032722377812743664 0.0017460938762785194 0.0020700684274311209 -0.0020040142573786554 0.00037723876746999159 0.00052083521574771872 -0.0017132688210521494 -0.001793458281908882 -0.00056574001939445123 0.0018380597086309193 0.0014457650812907171 -0.00080923017749694973 0.00097363180743204188 -0.0034526320283173742 0.00099353594738865801 0.0016588777084857258 -0.00060387452739737318 0.0014593206317862534 0.0013508740698347061 -0.00082892434409373493 0.0021822262663064112 0.00033689231865585733 8.6281614871510582e-05 -0.0030092763818524702 -0.0013628940705127722 0.0011249083595831736 -0.0029023990164495981
leaf_weight=39.038522535469383 29.783297843998298 41.878440408036113 12.538176303729417 41.560517186298966 6.136217875406146 1.7306271120905856 5.729022404178977 6.1301368540152934 18.225126144476235 16.987539457622916 3.6433185259811571 23.594932023435835 4.4566453620791426 23.197110392153263 8.1261349627748114 70.025615831837058 5.58051773905754 8.0610443204641324 15.905363805592058 32.966438211500645 5.9295392110943785 6.339822106063365 10.508381336927416 12.50150118768215 3.6645989734679487 37.817051349207759 3.8526467233896247 11.843930791597812 17.838341129012406 3.0260868407785884
leaf_count=424 574 179 228 249 34 6 70 118 258 477 108 160 27 94 105 264 56 29 58 164 21 21 61 84 33 353 38 210 83 47
internal_value=0.00016837 0.000357793 -0.00014952 -2.07177e-05 -0.000725495 0.000207113 -0.00105883 0.000131692 -0.000418438 -0.00115893 0.000367497 0.000452327 -0.000183841 0.000727901 0.000574998 0.000628639 0.000462956 -0.000825311 0.000587 0.000209132 0.000814002 -0.000288587 -3.50131e-06 0.00110185 -0.00150805 -5.93617e-05 -0.000457319 -0.000259341 0.000296149 -5.53034e-05
internal_weight=528.617 331.239 197.377 167.594 29.7986 13.5959 7.45965 137.795 41.3428 23.1177 96.4525 92.8092 28.0516 64.7576 217.823 209.697 155.317 13.6416 141.675 71.6495 32.3433 39.3063 16.4379 54.3799 16.2028 113.417 53.5136 49.661 59.903 42.0646
internal_count=4633 2197 2436 1862 371 110 76 1491 853 595 638 530 187 343 1042 937 674 85 589 325 140 185 82 263 261 1155 601 563 554 471
is_linear=0
shrinkage=0.00222222


Tree=349
num_leaves=31
num_cat=0
split_feature=1 0 0 2 3 3 3 1 3 3 4 1 0 0 4 2 2 1 2 4 3 2 2 2 4 3 3 4 4 2
split_gain=3.79974 5.29371 3.95505 3.35812 3.16276 3.32894 3.30594 6.46136 6.13196 4.35762 2.77559 2.72241 3.27138 2.61103 2.60893 2.52744 3.32125 3.06231 5.18524 2.63203 4.58683 2.48677 2.40744 3.24549 2.77094 2.41028 3.63865 2.29917 2.40316 2.24483
threshold=70.182199495350019 85.705356740550016 94.625660817400004 -0.08725999999999999 0.10176000000000003 0.12001500000000002 -0.15544999999999998 61.993156030000002 -1.0000000180025095e-35 0.083905000000000021 38.060777288450005 59.98487780655001 85.307464937250003 122.35979489110001 38.983591653800012 -0.051199999999999996 -0.068964999999999985 81.339300736700025 -0.043559999999999995 42.081757894750005 0.088350000000000026 -0.057599999999999998 -0.23353499999999996 -0.105535 41.808689985400001 -0.24212500000000001 -0.53179999999999994 40.300545846000013 44.131787411600008 -0.23401999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 27 6 -6 14 8 10 -10 -8 -11 -13 15 -1 16 -4 19 -19 -17 -21 -18 25 -24 -25 26 -16 -2 -29 -3
right_child=2 29 13 -5 5 -7 7 -9 9 11 -12 12 -14 -15 22 17 21 18 -20 20 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0025904372213858395 -0.003324733811506656 -0.00027189936663490818 -0.00011222600325463368 -0.0028276681280663303 0.0013508695073446882 -0.0012000268861924865 0.00019079795315176114 -0.0024714236092199149 0.0015050803580567173 -0.0019612980153269877 -0.0029357634913215859 0.0013934714984844034 -0.0010610172526642069 -0.0025219299543800251 0.00080096688307765144 0.00098525443577437478 -0.0032960860352199764 0.0028639521231515787 -0.0011356652100203166 0.00045555619295822473 -0.003028267350389927 -0.00020049329339687097 0.0025448753647322937 0.0011229442361330713 -0.0028565917526458956 0.0015185705057151309 -0.0034516583303480989 0.0012465587782470651 -0.0025367791671269909 0.00053473473465899437
leaf_weight=1.5114533933810914 1.1376994075253604 20.839289057999849 103.54231756459922 5.2965701911598426 11.629212897270916 3.756307538598775 2.1367191569879598 10.060996589716522 9.4579943437129312 4.9468232663348344 6.002657329197973 5.7795545635744912 6.2970808818936348 2.2941890832735217 2.1064504799433053 36.39371779654175 3.2805192987434566 2.098562564700841 12.598695350461638 10.352376762777565 2.6302834227681151 2.5673217223957172 5.6922474931925571 3.0769800236448575 1.4187999644782392 2.2873413953930184 2.3762617828324437 4.0227830521762371 1.2126585042569784 235.83625093661249
leaf_count=71 22 132 1347 114 55 30 57 216 51 69 176 28 38 179 19 195 61 8 327 59 31 19 16 34 66 12 35 33 68 1065
internal_value=0.000155285 0.000305486 -0.000113347 -0.00144143 -0.000229713 0.000728079 -0.000463059 -0.000809602 -0.000326668 0.000222993 -0.00211499 -0.000489317 0.000113635 -2.51669e-05 0.000375306 7.85465e-06 -0.000209779 0.000379411 -0.000564576 0.000660396 -0.000250266 -0.00193706 0.000639639 0.00136321 -0.000132937 -0.000449237 -0.00145333 -0.000289364 0.000370244 0.000469245
internal_weight=522.64 335.212 187.428 11.6697 78.5369 15.3855 63.1514 44.6818 34.6208 26.4815 8.13938 17.0235 12.0766 175.758 18.4695 173.464 109.39 64.0736 14.6973 49.3764 12.9827 5.84784 16.9581 10.188 4.49578 6.77005 4.48271 6.37314 5.23544 256.676
internal_count=4633 2170 2463 237 973 85 888 635 419 186 233 135 66 2226 253 2047 1427 620 335 285 90 80 182 116 100 66 54 123 101 1197
is_linear=0
shrinkage=0.00235581


Tree=350
num_leaves=31
num_cat=0
split_feature=1 0 1 3 3 0 2 4 2 3 2 1 2 2 0 2 3 3 1 1 1 3 2 1 3 3 1 0 3 1
split_gain=4.13576 4.44557 3.8072 2.27124 2.7385 2.12223 1.88209 4.21357 4.10077 7.96615 3.20638 7.40395 4.09504 3.4763 3.85856 3.54644 3.22116 6.47242 6.62158 5.85168 4.51652 4.00009 4.38139 4.69488 3.35091 3.34323 2.59452 3.37408 4.63388 2.48624
threshold=70.348883899450016 85.732241321850012 70.74946416085001 0.4149000000000001 0.18642000000000006 122.35979489110001 0.22387500000000005 43.477771593600004 0.059500000000000011 0.076835000000000028 -0.0025899999999999999 71.397382570300024 -0.051199999999999996 -0.07490999999999999 97.722764583650005 -0.077679999999999985 0.072890000000000024 0.083555000000000032 83.602982482550019 87.143681840350013 83.116371560950014 0.092675000000000021 -0.59496499999999986 71.322105742700003 0.078385000000000024 -0.25843999999999995 75.180043159850015 94.743952975150009 0.085345000000000018 73.007768990450018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 8 -8 10 -10 12 -12 13 15 -15 16 25 19 20 -18 21 26 -23 -24 -21 -4 27 -19 -29 -27
right_child=2 -3 3 -5 -6 -7 7 -9 9 -11 11 -13 -14 14 -16 -17 17 18 -20 24 -22 22 23 -25 -26 29 -28 28 -30 -31
leaf_value=-0.00017858585191355664 -0.0028015477048989302 0.00050183245169920551 -0.0019922371255844218 -0.0029702448273077543 0.0018761719572165418 -0.0026830327722762275 -0.0017657557161845168 0.0014263416154521671 -0.0032012537979659063 0.0014470738685093949 0.0036818574615393317 -0.0031804715334371545 0.0010025468053423692 6.7670809740860524e-06 -0.0033813725885690716 0.0022952598619180621 -0.002782027596324468 0.0023557886949071671 -0.0029399283924796569 -0.0018885118936643405 0.0032466505698782828 0.0013662160216715517 0.0010640008045573431 -0.0021927931920916132 0.0016073968460185637 -0.0015300017900798353 0.001190171040952957 0.0011593308168284082 -0.0031541890831924789 0.0011667153907020901
leaf_weight=81.480523310368881 3.3634212519973508 249.70054593682289 2.9398506027646389 1.7306918008252967 4.562210571486502 2.0249780687736338 10.558049172628669 3.5302426796406499 2.6421298217028406 21.994641713798046 1.2383577749133099 5.3585245283320546 18.95755858393386 4.0125777581706625 4.6339782797731459 3.6902405647561087 12.524734360165896 2.0369418226182479 4.6508003694470963 3.1035375350620589 2.9576320201158515 4.5709331631660488 3.6798519901931277 12.2893855497241 4.0346459029242396 2.4528217175975326 18.671782713383436 2.7170376610010862 3.8527142684906721 20.204121145885438
leaf_count=993 91 1210 62 39 36 169 159 18 42 132 3 120 156 29 82 18 324 13 187 128 8 20 23 144 71 26 92 14 74 150
internal_value=0.000164055 0.000334429 -0.000134513 -8.61865e-05 -5.90431e-05 -0.000108276 -7.88698e-05 -0.00096588 -2.30529e-06 0.000948572 -0.000171355 -0.00189228 -8.53366e-05 -0.000267808 -0.00180905 -0.000140132 -0.000229391 -0.000493533 -5.12291e-05 -0.00174033 0.000213358 2.57461e-05 -0.000817317 -0.00144232 8.74466e-05 0.000545489 0.000660557 -0.000488415 -0.00137026 0.000874771
internal_weight=520.165 331.181 188.984 185.621 183.89 179.328 177.303 14.0883 163.215 24.6368 138.578 6.59688 131.981 113.024 8.64656 104.377 100.687 75.09 55.4271 19.6629 50.7763 47.8186 20.5402 15.9692 7.13818 25.5968 27.2785 8.60669 6.56975 22.6569
internal_count=4633 2203 2430 2339 2300 2264 2095 177 1918 174 1744 123 1621 1465 111 1354 1336 1098 575 523 388 380 187 167 199 238 193 101 88 176
is_linear=0
shrinkage=0.00252939


Tree=351
num_leaves=31
num_cat=0
split_feature=1 4 2 4 0 2 1 3 2 0 2 4 3 3 0 3 3 4 4 2 1 1 0 0 4 1 2 4 2 2
split_gain=3.9516 5.70892 4.88571 4.12998 4.25581 3.43239 3.11097 5.12813 2.8237 2.79807 2.66615 3.26814 3.18681 4.48187 4.89658 3.79406 3.38164 2.37992 3.89521 4.19041 2.32567 4.12245 3.13847 3.86719 2.24729 3.70701 3.42732 2.39162 2.16582 1.88918
threshold=81.339300736700025 44.749265482150008 -0.18437499999999998 44.461493122800007 75.994645973400011 0.70681500000000008 83.602982482550019 -0.15544999999999998 -0.61402999999999996 103.57284947555002 -0.237895 49.960114208400007 -0.15544999999999998 -1.0000000180025095e-35 71.749570585400008 -0.25098999999999999 -0.53179999999999994 49.064150740050003 47.927946529500012 -0.098419999999999994 80.13218303615001 78.962703749400006 102.65877371115 98.230883170350012 40.300545846000013 73.448676123850007 -0.07490999999999999 33.672706184800013 -0.020814999999999997 0.28423000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -2 -8 -5 20 11 -10 15 -14 -15 16 -12 18 19 -16 21 22 23 -6 25 -25 -26 -27 -21 -4
right_child=1 -3 29 8 5 -7 7 -9 10 -11 12 -13 13 14 17 -17 -18 -19 -20 28 -22 -23 -24 24 26 27 -28 -29 -30 -31
leaf_value=-0.0018374149196901466 0.0023641871015999717 0.00058049557839887588 -0.0023213523316035554 0.0028576492705528803 0.00039699046846803802 0.0025783024958815921 0.0027854047366861982 -0.0031629574373226521 -0.0030405271003691335 -0.0019720162762481928 0.0012084669492540422 0.00296759349472529 -0.003396995347824052 0.0033780700452938515 -0.0035137116465897588 0.0018561105584063472 -0.0027172016299582898 -0.0031149473995175474 0.0015468484616605442 0.0013647851971338061 0.0014743028489919423 -0.0026586539847513455 0.0026033083015240465 0.0017171722490638664 0.00078458361787322041 0.00084818929355262693 -0.0023019938309328993 -0.0033437999230518526 -0.0019044095871043416 3.1665854052890715e-05
leaf_weight=6.4629857912659636 3.5510582067072409 19.27991084009409 18.215611500316303 1.7534748576581467 348.83872902672738 5.0881479978561392 1.660391110461205 2.9185925392666832 5.3513962500728658 3.7707472280599168 2.9538770690560332 0.75429585948586453 4.5351216681301585 2.2033137083053687 4.1004911791533249 8.098545994609589 3.5019592056050897 2.9371800590306512 4.819510204717516 3.5915208887308836 13.376311099156736 3.3453018181025973 4.4774210695177308 1.7566184662282482 9.6410823799669725 1.1883308608084915 3.6107845120131961 6.071142291650176 2.5166663434356451 2.8863708947319529
leaf_count=358 25 258 622 6 2032 30 30 157 176 82 14 4 59 5 92 35 31 120 24 21 49 34 25 8 55 18 35 100 49 79
internal_value=0.000172173 -0.000560949 -0.00131379 0.000250382 0.000337936 0.000372982 0.00046603 -0.00100601 -0.000507072 0.000344652 -0.00063713 -0.00229829 -0.000378776 -0.000969729 -0.000423935 0.000624275 -0.000921006 -0.000890222 -0.000455411 -0.00140068 0.000366919 0.000327828 0.000354428 0.000327295 -0.000764511 -0.00180525 -5.64274e-05 -0.0026576 1.78271e-05 -0.0019995
internal_weight=503.257 48.5119 29.232 454.745 407.628 401.165 8.13004 4.57898 47.1174 396.076 45.3639 6.10569 39.2582 24.7038 20.1687 14.5544 6.45584 17.9654 15.0282 10.2087 392.306 378.929 375.584 371.107 22.268 9.01609 13.2519 7.25947 6.10819 21.102
internal_count=4633 1171 913 3462 2826 2468 212 187 636 2438 630 180 450 370 311 80 45 306 186 162 2356 2307 2273 2248 216 126 90 118 70 701
is_linear=0
shrinkage=0.00270225


Tree=352
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 3 3 4 0 0 3 0 2 2 0 2 2 3 3 3 4 3 0 4 0 3 3 2 2 1
split_gain=4.23319 4.0171 3.77856 3.54296 2.50711 4.14778 2.9281 6.07777 6.04223 4.93372 3.13554 2.94926 2.85947 6.48471 5.66588 3.77903 5.16889 4.74884 9.59524 3.11746 3.04763 2.88546 2.43414 2.40622 4.31902 2.87731 2.80062 2.75192 2.40517 4.37097
threshold=70.182199495350019 85.732241321850012 94.625660817400004 -0.08725999999999999 -0.22932499999999997 0.085345000000000018 0.08759500000000002 39.427119987250002 90.767723400200012 93.843319501450011 0.090235000000000024 89.474575039450016 -0.102645 -0.08158 90.321439350550008 -0.075639999999999999 -0.06828999999999999 0.083395000000000011 0.08674500000000003 0.085855000000000029 41.600558339100012 0.083070000000000019 86.866770652900016 42.154118731400011 86.208098410950015 0.10214000000000002 0.096480000000000024 -0.09715 -0.051199999999999996 81.339300736700025
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 11 10 -10 -9 -8 21 14 19 -15 -17 20 -19 22 -18 -6 -14 25 27 26 -12 -25 -4 -30
right_child=2 4 28 -5 6 -7 7 8 9 -11 23 -13 13 15 -16 16 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=-0.00017913583524039239 -0.0002826051067027165 -0.0016053167118449385 -0.00029953134054075918 -0.0032389236858513886 0.0008152131826755591 0.00068333393934187072 0.002438717139447905 -0.0010373457508364133 -0.0040076257969943879 0.00019598074590434489 0.00037385303590264848 0.00072565182746410831 -0.001177357255907399 0.0022815652993614889 0.0020426002779343499 -0.0022875964939888553 0.0017983271311566801 -0.0031630336792396727 0.0026198378785211177 0.0001684534228423169 -0.00041448720646203882 0.0026117590101202826 -0.0040065451915726816 0.00019780409053385617 0.00041772944852898472 8.1035993883877243e-05 0.002260985344461266 -0.0035316988546793644 0.0007366586975383313 -0.00083702038222735725
leaf_weight=78.184873426798731 6.3693465888500214 10.109840178862216 110.84257042862009 5.3130435128696245 12.832291502505543 12.851408649235962 11.065187305212023 12.665232032537459 4.7169616334140283 3.4576145205646753 9.9905069544911402 20.460152015089989 4.5147853270173091 14.525417551398276 3.9707065150141707 3.7577873244881621 27.770978644490242 5.0134244933724386 3.4689026158303022 4.6686032190918914 5.2955716028809539 12.7211791947484 4.1894879564642906 2.1934806853532791 16.395718358457088 22.020818553864956 12.843748085200785 3.9771666452288654 50.25544763263315 16.837719139293768
leaf_count=993 123 87 1530 114 58 58 40 69 42 21 41 80 22 93 14 20 107 44 12 18 31 40 31 10 67 88 42 42 285 411
internal_value=0.000162739 0.000348551 -0.000154425 -0.00162711 0.00051662 -0.000324359 0.0006034 0.000319427 -4.04337e-05 -0.00222962 0.00018302 0.00132693 0.000934525 0.000677898 -0.000761312 0.00109508 0.000714694 0.000986229 -0.000798091 -0.00159386 0.00144395 0.00170958 -0.00253908 0.000412268 -0.000299707 0.000770459 0.00143532 -0.00220597 -5.77356e-05 0.000341728
internal_weight=513.28 323.662 189.618 11.6824 245.477 22.9612 222.516 119.787 88.2612 8.17458 80.0867 31.5253 102.729 77.1757 17.3436 59.8321 45.3067 41.5489 8.48233 13.3729 33.0666 25.5535 8.70427 67.4214 22.5664 44.8551 22.8343 6.17065 177.936 67.0932
internal_count=4633 2170 2463 237 1177 145 1032 542 422 63 359 120 490 392 85 307 214 194 56 71 138 98 53 290 119 171 83 52 2226 696
is_linear=0
shrinkage=0.00267314


Tree=353
num_leaves=31
num_cat=0
split_feature=4 0 2 2 2 2 0 2 0 4 1 0 2 1 4 4 3 4 3 2 2 1 0 3 3 2 0 3 1 4
split_gain=0.770159 2.95465 2.29795 1.63281 4.10577 3.89741 6.18847 2.98468 3.28067 4.73932 4.08778 3.6647 3.71352 3.61125 2.99616 2.87139 2.77575 2.7585 11.5325 2.70331 4.63128 2.37961 2.4382 2.6873 4.19547 3.783 4.75095 3.90639 2.94974 2.67191
threshold=42.154118731400011 104.03526427400001 -0.18437499999999998 -0.064729999999999996 -0.053874999999999999 -0.043559999999999995 95.44832900530001 -0.086139999999999994 86.264556031700025 41.542492784600007 62.907231794400012 91.498984011650009 -0.079369999999999996 62.00390986255001 40.00488309970001 39.788107623550012 0.088350000000000026 36.558960102350007 0.095830000000000012 -0.11963999999999998 -0.13734499999999997 81.339300736700025 101.91675926715001 0.084365000000000009 0.091885000000000022 0.22387500000000005 96.324766355850002 0.087795000000000026 72.62331947780001 41.489621506400006
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 9 -9 13 -12 -13 -10 -14 16 19 -18 -19 20 -1 22 23 28 25 26 27 -25 -7 -26
right_child=-2 2 -4 4 5 21 -8 8 10 -11 11 12 14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 24 29 -27 -28 -29 -30 -31
leaf_value=-0.012943385946267061 -0.00096091416730893406 0.007135922852381002 -0.029321513388106287 0.017471792717692759 -0.040425330425025642 0.013552184788903637 0.0083981852912671656 -0.008219003713302038 -0.010190183293802479 0.026400529521654049 0.020654939315073 -0.031741755185839514 -0.017565818705870311 -0.047948533803926011 0.013154574871961167 0.0063386887746364759 0.013962255825938989 0.015614713506345395 -0.035483330190206407 -0.026919125864825755 0.02354369243494878 -0.017315036369857949 0.021032669208699291 -2.5250880913982175e-05 0.0081150258266144797 -0.0407328717555814 0.019900173228783805 -0.036818531134952259 -0.010824101699621483 -0.013359198716957963
leaf_weight=11.304660063702611 153.84833085071295 1.9685569514404049 4.1471936707966952 16.001803487539291 4.0507220029830915 26.449602425796915 3.9682060927152634 8.1586225754581374 3.8991936892271069 4.8791734725236884 3.4555649906396892 4.6212193896062699 4.6980738509446329 3.9239526838064194 5.1257431693375111 60.798155154101551 10.7255265947897 8.5795847582630795 5.660326436161994 5.6104644341394314 3.5231064120307574 3.9010517154820255 6.6573096471838644 4.8634907472878677 30.311134933494031 2.9345140103250733 3.8853908330202094 4.1116707231849432 4.482552212662994 5.2483876198530188
leaf_count=250 2024 162 452 75 28 186 16 42 22 27 14 64 62 30 21 412 87 50 62 60 16 55 37 36 169 42 12 38 35 47
internal_value=0.00060605 0.00150577 -0.0175865 0.00195172 0.00439564 0.00232115 -0.0162648 -1.85062e-05 -0.00661826 0.00473677 -0.0123734 -0.00505065 -0.0112 -0.0291291 -0.00153693 0.00239027 -0.00289689 0.00331951 -0.00469662 -0.0104903 -0.00427398 0.00392639 0.00485803 0.00354944 -0.000347745 -0.0122646 -0.00576869 -0.0168809 0.0100197 0.00494555
internal_weight=421.793 267.945 6.11575 261.829 116.866 100.864 8.01893 144.963 38.7615 13.0378 25.7237 17.9006 14.445 7.82315 9.82382 106.202 45.4037 24.9654 14.2399 20.4382 14.8278 92.8451 88.9441 82.2867 51.3546 15.7951 12.8606 8.97516 30.9322 35.5595
internal_count=4633 2609 614 1995 776 701 44 1219 282 69 213 161 147 52 83 937 525 199 112 326 266 657 602 565 344 128 86 74 221 216
is_linear=0
shrinkage=0.0277871


Tree=354
num_leaves=31
num_cat=0
split_feature=0 0 4 4 4 1 3 0 4 3 0 1 3 3 1 3 4 2 0 4 0 0 3 3 2 0 2 0 1 3
split_gain=2.03707 2.91117 3.71985 3.35049 2.9159 2.66224 3.07945 3.55702 2.72207 2.63167 2.41997 2.37409 3.60786 1.97368 3.898 3.28942 1.80964 2.20504 1.77576 1.75012 1.67528 3.28941 2.09347 3.28256 2.66985 6.43257 5.20856 4.4286 2.68105 2.52527
threshold=98.230883170350012 85.705356740550016 44.578137159850009 45.044778924400006 49.064150740050003 61.917879202350001 -0.17949499999999999 85.619326080400015 43.968221017800005 0.091510000000000022 85.121961326250016 78.196493182200015 0.087700000000000014 0.089705000000000021 72.62331947780001 0.12140000000000002 48.823707093150006 -0.237895 122.35979489110001 44.952171034750002 99.524031531050014 100.35207663525001 0.072890000000000024 -0.245505 -0.088880000000000001 101.11291028615001 -0.15781499999999998 104.22883325935001 78.895492296100016 0.081515000000000018
decision_type=2 2 2 2 2 2 2 2 2 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 16 10 -7 8 -8 -9 -1 12 -2 -14 -15 -16 17 -5 20 -10 -13 -22 23 -23 26 -26 27 -24 -27 -30
right_child=11 2 3 4 -6 6 7 9 19 -11 -12 18 13 14 15 -17 -18 -19 -20 -21 21 22 24 -25 25 28 -28 -29 29 -31
leaf_value=-0.00021310926219413748 -0.0038220037707219568 0.00053265444064660625 -0.0042784363752211051 -0.0028357389566331203 -0.0042333767511057536 0.0010703193229922537 -0.0038691071513154303 -0.0019716886052140638 0.0020335377880780201 0.0017417728566682738 0.0016795566070014647 -0.0035339951783545987 0.0020387632338460028 0.0027296452367015149 -0.0034957919245511785 0.00058941426264126249 0.0025166723571426928 0.00045782249296220771 -0.0035337112180954446 -0.0035581864919645022 0.0025525789291124031 -0.0015630824259488133 0.0015045648300855378 0.0018682179882585225 -0.0051074736894475333 0.0028367691268900374 -0.0037156335210977555 -0.002915260226068573 0.0018831951631333671 -0.00048975439610042916
leaf_weight=38.293474184349179 4.8184530318249044 292.77518911426887 2.9760222509503391 3.2019586768001345 1.969220797298475 5.4582404512912062 9.0374499172903615 4.3750493079423887 1.7175905667245381 4.272183645516634 9.5620770156383497 1.4165027458220709 2.863180097192525 2.4449986405670634 6.2033854685723764 3.4874279350042343 2.8839283790439358 8.1944149527698738 1.5621916310046788 1.004834610968828 5.985753444954752 4.244049490895125 7.4668748304247838 12.337010850664226 2.4108474999666205 5.0734787955880192 6.9332926254719522 3.9133895201375708 6.9891297616995898 18.589509647455998
leaf_count=521 125 1649 92 72 75 38 261 36 9 16 37 14 14 9 77 32 16 53 179 62 25 112 67 114 23 20 276 198 53 358
internal_value=0.000186851 0.000296367 0.000438487 -0.00099553 -0.000394281 -0.000305112 -0.00117503 -0.00177558 -0.00298043 -0.000137045 0.000165067 -0.000249814 -0.00128851 -0.000474624 -0.0010676 -0.00202565 0.000135121 -0.000467546 1.77857e-05 -3.03419e-05 9.14074e-05 0.000160858 -4.98068e-05 0.00098995 -0.000385374 0.000185602 -0.0014162 -1.53029e-05 0.000601912 0.000158632
internal_weight=482.461 385.722 312.001 19.2255 16.2495 73.7209 25.8653 20.4071 11.7599 8.64723 47.8556 96.7395 19.8174 14.999 12.1358 9.69081 14.2803 11.3964 76.922 2.72243 75.3598 73.9433 67.9576 16.5811 51.3765 33.063 18.3136 11.3803 30.6521 25.5786
internal_count=4633 2937 1957 308 216 980 422 384 332 52 558 1696 257 132 118 109 141 125 1439 71 1260 1246 1221 226 995 454 541 265 431 411
is_linear=0
shrinkage=0.00336544


Tree=355
num_leaves=31
num_cat=0
split_feature=1 0 0 4 2 2 2 2 2 2 1 2 3 4 2 2 1 0 4 3 3 1 1 4 2 3 3 4 4 1
split_gain=6.26973 7.52305 4.21213 3.67082 3.19051 3.06429 5.71507 4.59177 4.46359 2.62546 4.28058 4.97735 2.69847 2.55763 2.49822 2.61509 2.55063 4.02735 3.87874 6.07766 3.45513 3.13991 3.03254 4.4556 2.84898 2.75891 2.73544 3.04951 3.98214 4.75332
threshold=70.182199495350019 85.732241321850012 94.625660817400004 44.578137159850009 -0.08725999999999999 0.17437500000000003 1.0000000180025095e-35 -0.017745 -0.053874999999999999 -0.051199999999999996 81.339300736700025 -0.043559999999999995 0.070640000000000022 40.542362378300005 -0.068964999999999985 -0.057599999999999998 74.927328095600004 100.19345760555002 40.767054867700004 0.093325000000000033 0.090465000000000031 71.504920895500007 71.322105742700003 40.165165956550005 -0.095074999999999993 0.074735000000000024 0.078385000000000024 48.823707093150006 42.580420142950011 83.602982482550019
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -2 6 7 8 -1 14 12 -12 13 -11 16 -16 20 18 19 -18 21 -4 -22 -24 -23 -19 -27 28 29 -28
right_child=2 3 9 -5 -6 -7 -8 -9 -10 10 11 -13 -14 -15 15 -17 17 25 -20 -21 22 24 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00019924121593117291 -0.00038536223504740161 0.00060274248566482712 -0.0025995470156847732 -0.00083183597692063484 -0.0027034303372772172 0.0011845904788164944 -0.0023585005128765272 0.001868730208149066 -0.003251969014099658 0.00026704705479752147 0.0026105473790213802 -0.0011814450501078041 0.00084988147260823621 -0.002402729738608955 -0.003085586197534281 -8.1154852027322261e-05 0.00070543397261366657 0.0004399870100456559 0.0012553703744849786 -0.0028803384299485738 0.0011730450953667075 0.00030086608135955733 0.00060510050562712363 -0.0030893797522226528 -0.0028492479675459518 -0.0024430788333085428 0.00032449828678652925 0.0011676942086404976 -0.002357156277760045 -0.002555061786242313
leaf_weight=64.96509986044839 6.5902774445712566 252.9587174244225 6.9427066370844859 9.1766579896211606 5.3335037324577552 7.2053457200527182 6.3608413082547477 5.1657475866377345 2.4682952174916855 6.0024954900145513 1.9611887047067273 13.889443566789849 41.649267069064081 2.5333679616451263 3.0981626426801085 2.6846960401162496 7.5926817096769827 13.822293060366063 19.307576559484005 3.3965414632111788 6.2940684631466848 5.5022457512095571 3.7581625450402498 2.8494756892323494 1.9237378891557453 4.1308631001738823 13.673562798649082 4.5542674171738318 6.1955198503565034 3.594107028329744
leaf_count=723 123 1090 177 87 114 39 161 35 35 42 8 403 217 26 63 19 44 188 89 44 33 56 32 29 28 168 120 47 146 247
internal_value=0.000187998 0.000364776 -0.000140771 0.000552522 -0.00142223 -0.000206392 -0.000333323 -0.000155886 -0.000310982 -5.36346e-05 0.000297158 -0.000712264 0.000615977 -0.000525319 -0.000265533 -0.00169078 -0.000185929 2.31918e-05 0.000653901 -0.000402854 -0.00077078 -0.00152231 6.62067e-05 -0.000988106 -0.000515187 -0.000392475 -0.000750396 -0.000500828 -0.000824693 -0.000274856
internal_weight=535.581 348.301 187.28 262.135 11.9238 86.1653 78.96 72.5991 67.4334 175.356 66.0358 15.8506 50.1851 8.53586 109.321 5.78286 103.538 76.2674 30.2968 10.9892 27.2704 14.3687 12.9017 6.60764 7.42598 45.9706 32.1483 28.0175 23.4632 17.2677
internal_count=4633 2170 2463 1177 237 993 954 793 758 2226 696 411 285 68 1530 82 1448 1093 177 88 355 261 94 61 84 916 728 560 513 367
is_linear=0
shrinkage=0.00222816


Tree=356
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 2 0 2 2 3 3 2 2 3 2 0 4 2 3 3 1 1 3 1 1 4 3 3 0 4
split_gain=4.29027 4.8437 3.94791 2.68343 4.55423 4.18676 2.95385 5.38915 2.87454 2.31941 2.54791 2.40966 3.78795 4.84448 4.35715 3.70775 3.20884 2.83497 2.78746 6.33176 5.88626 4.36625 4.46391 4.25813 3.39277 3.66247 3.91216 2.92745 3.98821 2.76705
threshold=70.348883899450016 85.705356740550016 70.74946416085001 0.17437500000000003 1.0000000180025095e-35 -0.017745 85.398872513700013 -0.089569999999999997 -0.07490999999999999 0.4149000000000001 0.18642000000000006 0.22387500000000005 -0.051199999999999996 -0.222165 -0.07490999999999999 97.722764583650005 43.477771593600004 -0.077679999999999985 0.074735000000000024 0.083555000000000032 83.602982482550019 87.143681840350013 0.078385000000000024 71.658163008950012 83.116371560950014 40.767054867700004 0.094595000000000026 -0.25843999999999995 113.1679565431 35.887362732750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 6 8 -8 -1 10 11 12 14 -14 17 -16 -13 18 23 21 24 -20 -23 -4 25 26 -21 -25 -29 -28
right_child=2 -3 9 -5 -6 -7 7 -9 -10 -11 -12 16 13 -15 15 -17 -18 -19 19 20 -22 22 -24 27 -26 -27 29 28 -30 -31
leaf_value=0.00015911062555870484 -0.0029613548966231679 0.00053606898454421688 -0.003573976618069543 0.0014654033417692395 -0.0026974848978248158 0.0021933366210009644 -0.0035381475223103735 -0.00022361710047939283 -0.0025419444335880075 -0.0031057136434097647 0.0018768405346942258 -0.0018609322999709112 -0.0025164853139181841 0.00080781317054781166 -0.00016129675332935485 -0.0035775710145609109 0.0010698500694540981 0.0021785708256411842 -0.0028798588475467757 0.0001401531225717945 -0.0030288258267194466 -0.0028599769090374965 0.0016424165637762096 -0.0018669134665876483 0.0031731311748501457 0.00059668841142277655 0.00062958440383495233 0.0015565445501101013 -0.0020854700516147314 -0.0034407449490135456
leaf_weight=40.773259148932986 3.3973631164990357 254.94563972018659 1.6424973169341566 6.0044537158682934 5.4176711360923937 4.8021674137562504 5.2451146766543379 9.809938505291937 2.9432967929169598 1.7580897795269255 4.6138135404326013 10.765330963535233 3.2705447147600344 46.190612689359114 3.9898013030178827 4.9714829339645803 3.4327809782698742 3.5589746627956762 11.001804511295633 9.2588778934441489 4.2145045093493527 2.53957720613107 3.8755839930381626 2.5175134232267764 2.5721483118832102 30.290270371362567 1.5056559927761544 18.572403467725966 2.3611999867716795 5.1227838285267353
leaf_count=560 91 1230 25 38 161 35 75 62 42 39 36 170 57 446 29 90 26 18 319 100 222 122 84 66 8 194 11 125 77 75
internal_value=0.000183328 0.00036261 -0.000142718 -0.000227056 -0.000374354 -0.00017638 -0.000370007 -0.00137839 -2.27428e-05 -8.89285e-05 -5.88392e-05 -0.000110867 -1.69564e-05 0.000587999 -0.000294023 -0.00205656 -0.00115234 -0.000134536 -0.000220761 -0.000490066 -3.60616e-05 -0.00187067 -0.000139951 0.000534572 0.000222668 5.83239e-05 -0.000968105 0.000822331 0.00114574 -0.00251617
internal_weight=511.365 329.942 181.424 74.9959 68.9914 63.5738 58.7716 15.0551 43.7166 178.026 176.268 171.654 157.456 49.4612 107.995 8.96128 14.1981 99.0338 95.4748 70.3812 52.9642 17.417 6.41516 25.0936 48.7497 46.1776 15.8873 23.4511 20.9336 6.62844
internal_count=4633 2203 2430 973 935 774 739 137 602 2339 2300 2264 2068 503 1565 119 196 1446 1428 1135 610 525 206 293 388 380 186 268 202 86
is_linear=0
shrinkage=0.00263956


Tree=357
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 3 4 2 2 4 1 4 3 3 2 1 0 4 4 3 0 1 2 2 2 1 2 0 3 1
split_gain=2.49454 4.65314 4.51932 3.22805 3.70747 3.01971 2.55748 5.22076 5.25929 3.06825 2.97184 4.16428 2.73744 2.69057 2.67986 3.95408 7.49495 7.22194 2.66422 2.47964 2.47715 2.69438 2.3509 5.12746 3.36522 3.26666 3.06136 3.48093 2.83928 2.71501
threshold=91.109157582800023 90.321439350550008 67.606656606400023 66.439865777750015 92.464140480550014 0.4149000000000001 41.873095646600007 -0.075639999999999999 -0.079369999999999996 33.96174662340001 62.057679025150001 42.783136484500005 0.099465000000000012 0.12376500000000003 0.20852500000000004 64.369753017350021 87.261973998100004 38.621016321050007 43.847983878700006 0.093325000000000033 86.866770652900016 62.245871094250013 -0.059424999999999999 -0.016014999999999998 -0.068964999999999985 81.573196594050017 0.70681500000000008 101.91675926715001 0.10453000000000003 71.053259929650025
decision_type=2 2 2 2 2 2 2 2 2 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 22 9 8 -8 12 18 -12 -1 -13 15 16 20 19 -9 -17 21 -11 24 29 -4 26 27 28 -25 -24
right_child=2 -3 5 -5 -6 -7 7 10 -10 14 11 13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.004903122786171543 0.0024477406791331121 0.0024949894830521651 -0.00015504720363755648 -0.0045583458175131979 -0.0037211311208998968 -0.0047389172625653831 2.7853083509755418e-05 -0.0043815431392562557 0.0034308734909800753 0.00072202569997848679 0.00086421671798265695 -0.005495465478189793 0.0018610206381661492 0.00065885548549625872 0.0029094187314372974 -0.0016411795841394755 0.0030755815450931793 -0.0050580474419322239 0.00064308461820005575 0.0020704058589548508 -0.0022424053947091519 -0.0025950944448556472 0.0037837856059147572 -0.00014972076825073343 -0.0038813496819181136 -0.002277814063459812 0.0032850091854383845 0.0021687459298703124 -0.0036103547045516506 0.001120960552270469
leaf_weight=2.7336564837023607 3.1438268497586233 16.056218022014946 113.99692911905004 5.6952010933309793 2.7902784626930952 1.9924660515971471 72.709715735865757 7.8438832263927925 7.6124858781695357 87.274777854327112 9.8805557172745448 3.3510903967544428 1.3592118248343465 1.5889702811837194 8.3163193985819799 4.6070980969816464 19.638375207781792 5.0110733350738874 2.0119071509689093 6.7076861076056957 4.9730249494314185 3.8807570496574035 8.7264791727066058 31.706265767104924 3.7999996254220596 8.634827650152145 4.7702335789799681 8.9929521945305151 4.0577200613915911 17.383580275112763
leaf_count=98 12 70 1640 60 30 44 562 138 65 555 49 61 6 6 35 24 95 46 40 27 28 33 30 225 66 299 33 59 36 161
internal_value=0.000209645 0.000462394 -0.000101538 -0.00246347 -0.000452927 3.30662e-05 0.00033159 -0.000131066 0.000350372 0.000667767 -0.00169816 -0.000595789 -0.0026568 -0.00351593 0.000764677 0.000629648 0.000882736 -0.001165 -0.00335584 0.000559141 0.000434753 0.000580806 8.01195e-05 0.000576866 -0.000275254 -6.6912e-05 0.000318548 2.38026e-06 -0.000542358 0.00201093
internal_weight=481.248 265.557 215.691 11.6293 5.93411 204.061 249.501 104.999 80.3222 144.502 24.6764 14.8206 4.09287 4.94006 140.409 132.093 115.767 16.3259 9.85579 11.3148 96.1286 91.1555 202.069 84.2721 117.797 58.162 49.5272 44.7569 35.764 26.1101
internal_count=4633 1938 2695 102 42 2593 1868 921 627 947 294 116 104 67 843 808 711 97 178 51 616 588 2549 843 1706 652 353 320 261 191
is_linear=0
shrinkage=0.00389531


Tree=358
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 0 0 1 2 0 0 2 1 4 2 3 3 1 0 3 3 4 4 3 3 2 2 2 1 4
split_gain=3.1772 4.07536 4.06179 2.25346 2.24791 3.91869 3.67478 4.90042 2.80335 2.84222 4.05472 3.48236 3.00966 2.35264 2.18863 1.98211 2.32375 2.16533 3.93382 4.62075 2.0013 3.05368 2.35882 2.28229 2.98635 3.05774 3.29844 2.91435 2.51426 8.3195
threshold=70.348883899450016 85.990333302400003 70.74946416085001 85.931187223550012 41.873095646600007 85.823648898300021 85.121961326250016 61.546871980350012 -0.082654999999999992 85.769879735700016 85.431134011250023 -0.087660000000000002 61.076391807500009 48.393869453650005 -0.074029999999999999 0.4149000000000001 0.12001500000000002 71.053259929650025 95.550490414250007 -0.089139999999999997 0.10052500000000002 37.817254840650008 38.238138001450004 -0.22831499999999999 -0.17949499999999999 0.27394500000000005 -0.10434500000000001 -0.15962499999999999 81.339300736700025 44.749265482150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 6 8 7 -1 9 10 12 -12 13 -6 -5 16 17 -4 19 -19 22 -22 -20 27 -25 26 -26 -24 -28 -30
right_child=2 -3 15 14 5 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 18 20 -21 21 -23 23 24 25 -27 28 -29 29 -31
leaf_value=0.00031403581992566415 -0.0038304901134842049 0.00069826030893643462 0.0016547150831648177 -0.0047663831529416133 -0.0039525483494530778 -0.004626414935076169 0.0012481654087651488 -0.0036325485758433168 -0.0018826107715142612 0.0028674497929910619 -0.0037558324005757069 0.00089137802224627716 0.0020589910508566861 0.00011257951958810799 -0.00029989261158258629 -0.0039722453959811291 0.0018081094012008605 0.00011660495570384063 -0.0014304920314289445 -0.0037693841061373075 0.0011561987231173331 -0.0025313890931810295 0.0012757948011309077 0.0030366724195000816 -0.00062214379854215343 -0.0035138433098382037 0.001104842377422002 -0.0033558964134345207 -0.0025962997874829008 0.0023340623949356593
leaf_weight=15.381728282663973 3.4999475949443868 211.7868760060519 7.6399399088695636 2.3882286995649338 1.9763853701297254 2.6398225277662268 30.433322193101048 4.9289796371012917 10.420697190798817 4.0436064898967734 5.7625833321362734 2.8638410549610835 9.3678628755733353 11.619727879762648 2.8608100190758696 1.5394042272819195 7.654673460405319 6.9032705752179027 11.089598264254162 7.6574511562939716 3.8923766247462472 8.4445680708158743 2.5291152987629175 4.7196131106465904 30.19541601510717 2.5188102573156348 53.222264668904288 4.4438184706959722 9.2603967245668191 7.2314624129794529
leaf_count=227 91 1055 49 30 81 27 125 162 210 12 71 14 105 70 14 39 67 64 386 295 66 99 26 24 519 46 253 76 267 63
internal_value=0.000218483 0.000423449 -0.000157679 -0.000132505 -1.63972e-05 -0.000545071 0.000490924 -0.000643717 -0.000311132 0.000148427 -0.000199611 -0.00221303 0.00055673 -0.000478344 -0.00233207 -8.15901e-05 -4.58124e-05 -0.000134647 -0.000224521 -0.00192703 -4.42946e-05 -0.00136793 8.61231e-05 0.000233499 0.000357762 0.000234325 0.00032882 -0.00167596 0.000740713 -0.000434401
internal_weight=488.917 316.474 172.442 104.688 99.4386 48.6945 50.744 20.3107 46.0547 35.634 31.5904 8.62642 22.964 13.5961 5.24904 168.942 167.403 159.748 152.108 14.5607 137.547 12.3369 125.21 114.121 107.148 102.428 99.9095 6.97293 69.7141 16.4919
internal_count=4633 2203 2430 1148 1104 590 514 389 563 353 341 85 256 151 44 2339 2300 2233 2184 359 1825 165 1660 1274 1172 1148 1102 102 583 330
is_linear=0
shrinkage=0.00344448


Tree=359
num_leaves=31
num_cat=0
split_feature=1 3 1 3 0 0 1 4 3 0 1 2 4 1 0 0 3 3 0 2 2 2 0 1 4 2 3 4 4 0
split_gain=0.916598 2.17399 1.72843 1.58729 1.40446 1.62485 1.64321 2.47266 4.69512 2.52989 5.01341 1.59057 3.53778 4.63444 4.06922 3.01936 2.86061 3.14683 2.69533 2.68923 3.68167 6.71176 4.86432 7.70951 3.61172 3.35497 3.04815 2.33476 2.29481 2.15385
threshold=69.999384342500022 0.4149000000000001 70.077349628250019 -0.26804999999999995 85.732241321850012 85.769879735700016 61.987779113750001 40.621691032550004 0.092185000000000031 86.420486603250012 61.944763783650011 -0.095074999999999993 38.396531328800009 64.108972578700019 90.321439350550008 89.711159354950013 -0.225495 0.098085000000000019 86.904409066750006 -0.08158 -0.077085000000000001 -0.06828999999999999 86.345209775600011 62.025417527550012 42.283941020600004 -0.083330000000000001 0.090850000000000028 38.751720283100006 40.722669576350008 90.767723400200012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6 7 8 -7 10 -9 16 15 19 -15 -13 18 27 -8 25 -21 -22 23 -23 -24 26 -14 -18 -19 -16
right_child=1 -3 3 -5 5 6 11 9 -10 -11 -12 12 13 14 29 -17 17 28 -20 20 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020722854465139479 -0.029612904785095824 -0.038268927456932583 -0.025104499160673446 0.00012797277536833181 0.021243194593267917 -0.016942046514619013 0.010289272799325452 -0.0030159897104130202 0.024834907250634114 0.00016739692485840226 -0.053934960304993805 0.030879932248644576 -0.014119001671996038 -0.047403491435579419 0.014816901486392343 0.0047280608914924633 -0.0022953202172585519 0.0052077628854416916 -0.031190858213535712 0.023168509116715509 -0.028762897455803054 0.013023978457672536 0.024358475791866382 -0.043295550040951418 -0.0026296337374395601 -0.031197165102843073 0.015770751241296378 0.017972983990034882 -0.027946055597376295 -0.015307338661030026
leaf_weight=65.608034544042312 2.1203116402029982 1.6173745480482455 2.6383082175161681 155.42545340507058 5.1546527966856948 4.8475399725139159 3.0656703785061827 4.652414549142124 6.6252021640539169 8.3792417347431165 3.5455175824463367 7.101893417537215 7.4626213088631648 3.4478206448256996 3.233288347721099 13.009186930954455 7.0839198380708686 6.7042070105671865 3.4810496922582388 10.840834323316811 6.2405462488532057 5.9779900535941106 16.076707087457184 4.3841079510748386 7.5989469140768042 4.7542129084467879 6.7722561359405518 35.812737939879298 3.21400286257267 10.459418319165705
leaf_count=993 15 44 102 2357 18 35 11 23 22 41 25 32 40 31 13 57 36 30 43 93 42 24 82 38 36 39 22 169 23 97
internal_value=0.000856859 -0.00105702 -0.00068129 -0.000293193 0.00202307 0.003367 0.00289391 -0.00432968 0.00718303 -0.0122974 -0.0250379 0.00410924 0.00176634 -0.00104506 -0.016081 0.0139632 0.00834654 0.0108397 -0.0117667 0.00263103 0.00648165 0.00199041 0.00762878 -0.0108043 0.0156964 -0.00773492 0.000101076 0.0146259 -0.00553576 -0.00819404
internal_weight=427.335 161.801 160.184 158.064 265.534 199.926 194.771 28.0499 11.4727 16.5772 8.19793 166.721 107.36 87.2488 17.1405 20.1111 59.3616 52.8149 6.54672 70.1082 51.1191 40.2783 34.0378 10.3621 23.6757 18.9891 14.2349 42.8967 9.91821 13.6927
internal_count=4633 2518 2474 2459 2115 1122 1104 146 57 89 48 958 646 557 141 89 312 258 54 416 315 222 180 62 118 101 62 205 53 110
is_linear=0
shrinkage=0.0322582


Tree=360
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 0 0 0 2 2 3 0 4 0 2 4 0 2 2 2 3 4 2 2 3 3 1 3 1 1
split_gain=3.33674 3.86295 3.75981 2.66746 4.33572 3.44918 2.9309 3.50932 2.37431 4.9185 2.99159 2.84622 5.60101 3.41912 5.55732 3.30498 2.33926 2.18603 1.95339 3.50792 3.22017 2.69803 2.59741 2.32612 2.95201 4.52862 4.3762 5.12252 4.2882 3.48941
threshold=70.348883899450016 85.990333302400003 70.74946416085001 0.17437500000000003 0.0027500000000000003 85.931187223550012 85.866664228400012 67.620098897050013 -0.017745 -0.051199999999999996 0.08729000000000002 85.705356740550016 42.081757894750005 85.398872513700013 -0.089569999999999997 43.477771593600004 122.35979489110001 -0.091639999999999985 -0.051199999999999996 -0.068964999999999985 -0.222165 38.804629908750009 -0.057599999999999998 -0.079369999999999996 0.074735000000000024 0.083555000000000032 87.143681840350013 0.078385000000000024 83.602982482550019 75.28220456885002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 5 8 7 -6 9 11 -11 13 17 -1 -15 -14 18 -13 19 21 -20 -4 -21 24 -23 26 -26 -28 29 -27
right_child=2 -3 16 -5 6 -7 -8 -9 -10 10 -12 12 15 14 -16 -17 -18 -19 20 22 -22 23 -24 -25 25 28 27 -29 -30 -31
leaf_value=0.00015821135956144603 -0.0028250795351861591 0.00051948220218762334 -0.0012081382093052618 0.0013529145346170203 0.002543146814765548 -0.002107009772681905 0.0017386025673387885 -0.0034357997300588587 0.001638082379357879 -0.00020365488430777354 -0.0043328576434517327 0.0028448993323150805 -0.0023575689921135545 -0.0033551086307753429 -6.4523020548719131e-05 0.00057947517740493631 -0.0027206359416030415 0.00091549196721720958 -0.0019061637884534857 -0.0035705195376852733 0.00047491023713894416 0.00068086912389744055 -0.00021442024541754921 0.0012643995556209594 -0.0026457523913086655 -0.0008941311519984087 -0.0027695432187381784 0.0019710870633646042 -0.0029469695636572483 0.00075288978781752191
leaf_weight=44.399226747918874 3.2917180592194191 214.33807083964348 13.201341615989802 8.1189213898032886 0.72580382646992703 4.9547122754156581 1.1260480023920534 5.5264163562096655 5.9946519904769948 1.9986425898969162 2.6897557657212019 7.0817391723394385 4.2611149288713914 5.3040721062570801 9.1232638563960773 6.071257583796978 2.1446493882685891 8.3773159459233302 3.9615157768130294 3.4824624885804951 58.890581797691993 22.429453575052321 2.6567534641362718 8.9734882353804988 9.7046384897548688 12.125677148811517 2.4615905997343352 3.7723682266660035 2.9508122836705288 27.406501144170761
leaf_count=574 91 1055 315 45 15 42 4 145 42 19 28 16 34 75 58 24 179 27 76 65 588 196 21 45 300 139 98 58 119 140
internal_value=0.000164276 0.000316253 -0.000118424 -6.00641e-05 -0.000166646 -2.7457e-05 -0.00205795 -0.00274172 8.06592e-05 -2.38821e-05 -0.0025726 0.000117334 0.000825409 -0.000193109 -0.00127428 -0.000631774 -6.72673e-05 0.00179935 -3.4186e-05 -0.000240892 0.000324833 -0.000129027 -0.00211816 2.95675e-05 -0.000107484 -0.000410152 -0.00157215 9.91641e-05 2.58027e-05 0.0002477
internal_weight=507.545 330.091 177.454 115.753 107.634 100.256 7.37827 6.25222 95.301 89.3064 4.6884 84.618 25.7914 58.8266 14.4273 10.3324 174.162 15.4591 172.017 109.165 62.8521 103.026 6.13922 89.8245 80.851 58.4216 15.9386 6.23396 42.483 39.5322
internal_count=4633 2203 2430 1148 1103 939 164 160 897 855 47 808 101 707 133 58 2339 43 2160 1496 664 1410 86 1095 1050 854 456 156 398 279
is_linear=0
shrinkage=0.00255639


Tree=361
num_leaves=31
num_cat=0
split_feature=0 0 2 3 0 1 3 3 2 2 1 0 3 2 1 1 0 0 4 3 1 4 4 1 4 3 2 1 0 0
split_gain=0.825498 1.83295 2.97363 1.58117 1.44051 1.40084 2.52847 1.45625 1.36063 2.64472 2.12758 2.96135 2.23727 1.93612 1.84822 3.24271 3.32873 2.10615 2.70497 1.96189 3.4285 3.14107 1.9285 1.92287 3.17499 1.90458 1.786 2.9125 3.43294 2.35654
threshold=93.972365491700018 94.625660817400004 -0.14907499999999999 0.098510000000000028 93.843319501450011 69.873026810350026 -0.10696499999999999 0.096915000000000015 -0.051199999999999996 -0.068964999999999985 71.397382570300024 96.324766355850002 -0.222165 -0.057599999999999998 75.28220456885002 75.629015667650023 97.491557184450016 100.19345760555002 41.11191809080001 0.08919500000000001 71.504920895500007 42.055256506450007 39.354247760400007 72.04530097975001 40.165165956550005 0.074735000000000024 -0.040509999999999997 81.573196594050017 107.30980627685001 108.22925895745001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 -7 -8 9 14 -10 -12 -13 -11 19 -16 -17 18 22 20 -3 -22 -18 -21 -25 -19 -14 -28 -29 -30
right_child=1 8 3 -5 -6 6 7 -9 10 13 11 12 26 -15 15 16 17 25 -20 23 21 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=0.0018358042598128853 0.0089749522329355055 -0.035074643171894349 -0.031387737584961557 0.0052199430928140155 0.016739716583217271 0.011506340162795238 -0.037635829385394497 -0.0044312689428739173 0.019953985716414008 -0.042596205383766829 -0.026193732783861411 -0.026903830898628311 0.022255030044607448 -0.004540184413868123 0.019798870020286043 -0.044166691177938505 0.016001502766129726 0.0069773064115456404 0.020871564012188655 0.0089141992473693414 -0.039370464491023084 0.0069625727177610418 -0.020614636091603144 0.0055715274718668327 -0.040610638017547343 -0.0079979379342316487 0.0066703908524871286 -0.03776583640695589 0.039547422526906552 -0.0094532742454336537
leaf_weight=253.43686186091509 3.6139691449934617 5.133324713911863 5.6117432853206974 1.2997649810276923 5.6333790670614681 2.8083721660077572 2.8974216573406002 1.9947410961613057 6.2738930489867917 2.4484137364197522 3.2351922113448373 2.0870368129108092 4.6840124083682886 2.3371859958861014 7.7652139444835475 1.5454354359535489 2.1185048450715831 10.935057101072742 8.4507700596004707 8.5134443351998907 1.6852669753134248 5.8575905752368271 3.276192732155323 3.1718735918402663 2.2949127145111561 24.880201892345212 32.95722695114091 3.1487596299266434 1.1603550834115592 3.6058637473615818
leaf_count=2041 68 185 93 18 35 23 80 18 31 63 31 72 20 19 37 29 24 185 35 71 31 64 29 28 23 728 218 69 7 258
internal_value=0.000761929 -0.000950559 -0.0130084 -0.0245034 0.00177677 0.00145398 -0.0111125 -0.0240969 -9.05015e-05 -0.00237376 0.00352155 0.00149524 0.00337545 -0.0240104 -0.00116452 0.0017896 -0.000941436 0.000403729 0.0103097 -0.00769986 -0.0162206 -0.00338941 -0.00623543 2.60976e-05 -0.0138154 -0.00342572 0.00476261 0.00275796 -0.013533 0.00247614
internal_weight=424.862 158.091 10.5255 6.91151 266.771 261.137 7.70053 4.89216 147.566 90.4134 57.1523 50.8784 47.6433 4.7856 85.6278 58.9714 51.2062 49.6607 13.8455 26.6564 12.6762 7.54286 5.3947 13.9802 5.46679 35.8153 45.5562 40.8722 7.91498 4.76622
internal_count=4633 2436 179 111 2197 2162 121 98 2257 1551 706 675 644 82 1469 1067 1030 1001 88 402 280 95 53 122 51 913 572 552 334 265
is_linear=0
shrinkage=0.0299074


Tree=362
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 0 1 1 3 3 2 4 3 2 4 4 1 3 0 4 4 2 1 0 3 4 3 3 2 2
split_gain=5.24117 5.44932 4.43973 3.03989 2.56079 4.32515 3.63469 3.4898 3.43971 2.83749 3.24335 2.70851 2.46928 2.39723 2.35237 3.19049 4.87532 4.03602 2.33576 2.49498 6.33572 4.08376 3.86692 3.34424 3.97242 3.20289 3.18786 4.42025 3.00712 2.80131
threshold=70.348883899450016 85.732241321850012 70.74946416085001 90.937096262400004 96.631250582750013 97.886760529650019 71.053259929650025 78.196493182200015 0.08376500000000002 0.083555000000000032 -0.16533 36.859113051050009 -0.20885999999999996 -0.14314999999999997 42.081757894750005 39.955516828000007 73.448676123850007 0.091705000000000023 100.35207663525001 44.749265482150008 42.670715716450012 0.067985000000000018 80.677940036650014 102.75018128760001 0.090850000000000028 40.00488309970001 0.075320000000000012 0.078385000000000024 0.23643500000000003 -0.016679999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 13 -4 14 9 10 12 -12 -8 -6 15 16 -7 -17 -9 20 23 -22 -21 28 25 -25 -24 -28 29 -20
right_child=2 -3 3 -5 5 7 8 18 -10 -11 11 -13 -14 -15 -16 17 -18 -19 19 22 21 -23 26 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00016950454404335947 -0.0027763575537451072 0.00054780981411549888 0.001082005449525629 -0.0016164607977640698 -0.00046037453812703349 0.0024182489647649225 0.0019619342884444864 0.001256323961047799 -0.0021627287858627469 0.0029782687908521998 0.0022375239754630957 -0.00207656571449085 -0.0013183666387311444 0.0011300696100524426 -0.0022392363261599423 0.001719632960242627 -0.0024730620573288672 -0.0013031452977537033 0.00024445716503959024 -0.0023164801774565097 -0.0030129020324407159 0.0012344648614664325 0.0021503794020951909 -0.0019189000730825809 -0.0028134712328370761 0.00071432849749677378 -0.0027249038111856745 0.0011194893154726788 -0.00092578850608644454 0.0020379228348610065
leaf_weight=85.805732366628945 3.8051377562806001 256.98072639293969 6.0115465428680173 7.5781199599150559 7.0789121128618708 1.4978818520903638 3.7665822096168995 9.5764520652592164 10.207464216277002 1.4289808347821242 0.99456194788217711 7.9470456107519567 2.2126366174779841 30.80869721993804 6.2707845168188205 6.0701518170535547 7.1262127002701163 4.8080369085073471 12.057277819141749 2.2859913865104344 7.2512197364121658 1.6966844871640203 8.7571813091635722 4.0661908532492843 4.3768630847334853 9.0504378993064147 2.4982925094664079 6.6576477643102407 6.1293099485337725 9.4248009026050568
leaf_count=993 91 1210 31 554 43 4 15 44 182 3 4 189 35 122 98 22 113 34 69 38 127 7 30 161 137 85 68 43 50 31
internal_value=0.000185825 0.000368253 -0.000140823 -8.73764e-05 -2.30216e-05 0.000115092 -0.000648474 -0.000133047 -0.00104019 -0.000339368 -0.000657101 -0.00159672 0.000748044 0.000832911 -0.000926169 -0.000503964 -0.00162351 0.000383599 0.000110798 -3.69431e-05 -0.00031311 -0.00220752 0.000702079 6.27039e-05 -0.000780393 -0.00010198 0.00108729 7.05071e-05 0.000596857 0.0010313
internal_weight=534.228 342.786 191.441 187.636 180.058 147.489 32.5688 109.601 26.5573 16.3498 14.9208 8.94161 5.97922 37.8876 25.7731 19.5023 8.62409 10.8782 83.8283 74.2519 54.0528 8.9479 20.1991 45.1049 17.4935 13.1166 17.9131 9.15594 27.6114 21.4821
internal_count=4633 2203 2430 2339 1785 1326 459 1161 428 246 243 193 50 165 271 173 117 56 890 846 667 134 179 533 383 246 141 111 150 100
is_linear=0
shrinkage=0.00246454


Tree=363
num_leaves=31
num_cat=0
split_feature=4 0 3 4 3 2 2 2 1 2 3 1 0 0 0 3 1 2 3 3 1 0 0 4 3 4 4 4 1 4
split_gain=0.813162 2.81922 2.22268 1.89977 1.6954 4.24217 2.22677 3.78426 4.21008 3.81426 2.18163 1.93724 3.42223 2.27287 2.11834 1.8307 2.06187 1.61581 1.50679 2.77775 1.41387 7.13853 2.69183 2.45408 3.42317 3.2012 3.08902 2.22181 2.10408 1.90169
threshold=42.081757894750005 104.03526427400001 -0.225495 42.027798546600003 0.088145000000000015 -0.24150999999999997 -0.160525 -0.08725999999999999 62.084563606450011 -0.084729999999999986 0.087245000000000031 80.13218303615001 91.109157582800023 86.692020874450009 109.30464220965001 0.095235000000000028 75.28220456885002 0.70681500000000008 0.10526500000000003 0.092895000000000019 63.910026677050006 87.261973998100004 88.350799540950007 41.243661560350013 0.12376500000000003 36.772607578000013 41.835830569250014 40.806664626150003 64.630533455950015 41.600558339100012
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 5 -2 15 8 -8 -9 -7 12 13 18 -13 -6 -17 20 19 -11 22 -22 -1 24 27 -26 29 28 -23 -25
right_child=4 2 -4 -5 6 10 7 9 -10 11 -12 14 -14 -15 -16 16 -18 -19 -20 -21 21 23 -24 26 25 -27 -28 -29 -30 -31
leaf_value=0.0027491641269629229 -0.029142316327237697 0.0059816397084644203 -0.027148532654664034 0.015894479328902388 0.018425967894617288 0.0007235849622436772 -0.0047473606748489605 0.025308102159747381 -0.037268684315015899 -0.032037762472969702 0.01422892838577826 0.017689562846534373 -0.031423806630820374 0.0041613072964265425 -0.028000901172456408 -0.022269179296234308 0.012991760623120392 0.020653143317700733 -0.031325150609512277 0.003713485254067098 -0.03850199591650931 0.023184465666745799 0.024244477838382374 -0.0094071531097171535 0.0016430633119619825 -0.043493455244976505 0.0078155224007940959 0.012626228012370552 0.00069766356955491902 -0.032730339759811572
leaf_weight=104.89439127128571 3.0265105704311273 2.0345364413224161 3.9786053245770736 6.3086010795086613 4.5216110231121984 98.917134226299822 5.4359527640044636 2.925272485241293 5.1561805640812963 2.0990737313404839 8.6462637330405396 3.7946352348662904 3.7056874651461831 9.9665702790953201 0.82037765393033613 2.2406232245266438 2.1700992764672264 2.9148687049746504 2.3728496395051479 4.6342494143173099 3.1905546199996015 2.8448516130447379 4.0212869048118582 7.2042615227401239 2.0672920793294898 2.1113119679503143 4.8974431641399852 13.016829490661619 99.963915690314025 3.4306167345494032
leaf_count=807 200 107 501 30 29 1269 46 9 75 31 65 33 60 47 82 23 22 28 37 30 60 17 31 60 14 36 36 62 748 38
internal_value=0.000629273 0.00151207 -0.015939 0.00192059 -0.00081724 0.000962136 -0.00476524 -0.00731166 -0.0205785 -0.00267676 0.00180918 -0.00566519 -0.0087514 -0.00434632 0.0095675 0.0068976 -0.00492061 0.00156875 -0.0136578 -0.00743176 0.00134412 -0.000382074 0.00354279 0.000515276 0.00176343 -0.0211629 -0.00912811 0.00259054 0.0013199 -0.0169308
internal_weight=423.312 262.879 6.01314 256.866 160.433 110.59 49.8432 40.9108 10.5921 30.3187 107.563 27.3934 22.7784 19.0727 4.61501 8.93233 4.41072 250.558 9.10617 6.73332 247.643 138.727 108.916 135.537 120.004 4.1786 15.5323 115.826 102.809 10.6349
internal_count=4633 2575 608 1967 2058 1534 524 450 121 329 1334 320 205 145 115 74 45 1937 98 61 1909 1071 838 1011 877 50 134 827 765 98
is_linear=0
shrinkage=0.025783


Tree=364
num_leaves=31
num_cat=0
split_feature=1 0 0 2 4 0 4 0 4 2 1 4 3 2 0 3 3 3 1 1 1 1 3 1 3 3 1 2 3 4
split_gain=4.65151 4.67565 4.01135 3.42683 2.63517 2.61492 2.53789 2.52888 2.47115 2.30538 4.3247 6.52686 2.73803 2.63876 2.40078 2.15365 2.06537 7.16934 6.72273 6.09991 5.3081 3.68628 3.27828 3.61852 3.25448 3.98355 3.22246 3.35411 2.9926 5.3434
threshold=70.182199495350019 85.732241321850012 94.625660817400004 -0.08725999999999999 44.578137159850009 122.35979489110001 40.300545846000013 91.625341543800019 44.131787411600008 -0.051199999999999996 81.339300736700025 44.749265482150008 -0.10978499999999999 -0.068964999999999985 97.722764583650005 0.092015000000000027 0.072890000000000024 0.083555000000000032 83.602982482550019 74.257902021100008 87.143681840350013 83.116371560950014 0.092185000000000031 75.180043159850015 0.090465000000000031 0.085345000000000018 87.313054702550019 -0.088880000000000001 0.09803000000000002 41.11191809080001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 -3 9 -2 -6 -8 13 12 -12 -11 16 -15 -14 19 20 21 -4 -18 22 23 24 25 -19 -22 -28 -24 -30
right_child=2 4 5 -5 7 -7 8 -9 -10 10 11 -13 15 14 -16 -17 17 18 -20 -21 26 -23 28 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0001732145523151725 -0.003613097893758954 0.00057387000154418034 -0.003246104463954346 -0.0030305736958923832 0.00039897526242543482 -0.0026648133709276847 0.0014164488963007405 -0.0023252990801040478 -0.0026785360381120175 -0.001227080562276066 -0.0018177046780047997 0.0016718147518883144 0.0012480681227408452 -5.3998547867081922e-06 -0.0032757164828497859 6.4855060169848326e-05 -0.0025348288201113918 0.00088783923156353231 -0.0028845390503509354 0.00097988150482843442 0.002745134627546181 0.0031128056096252138 -0.0015234303016743171 0.0014026694789647113 0.0018672201311807058 -0.0030045969913397473 -0.0020481753515174178 0.0027130377012470567 -0.0013146191102332782 0.0015641094909078952
leaf_weight=79.049453419167548 1.1777113666757939 237.52686421200633 2.3821234693750766 5.331593787763266 4.6891391389071924 2.3423073996091253 3.9049922842532396 3.8838345129042864 1.2013825913891194 4.1269024629145852 11.160004358272998 4.7700188700109711 32.246852230280638 2.4402476511895648 3.2813365058973432 13.650292922742663 13.322312973439695 2.7803260292857903 4.3643870681989929 20.073717373656109 2.0800896808505049 2.8219373002648345 10.016849882900717 18.947545733768493 2.6264607273042202 3.9936580527573824 3.9513512102421373 1.2033604015596209 7.5706345764920142 8.5707863979041559
leaf_count=993 22 1090 41 114 28 179 33 59 68 43 312 23 140 12 68 102 301 16 197 174 8 8 93 91 13 85 183 9 88 40
internal_value=0.000173617 0.000355089 -0.000136383 -0.00155821 0.000524784 -4.3975e-05 -0.00030902 -0.000835209 0.000453017 -9.17081e-06 0.000360198 -0.000772818 0.000721004 -0.000229781 -0.00188093 0.000896168 -0.000139555 -0.00032279 0.000102744 0.000531587 -0.00159983 0.000330165 0.000186101 0.000774322 -0.000492176 -0.00140698 0.000121887 -0.000936677 -0.000451361 0.000213931
internal_weight=515.488 325.149 190.339 11.6157 246.1 178.724 6.28409 8.57297 5.10637 176.381 65.9541 15.93 50.024 110.427 5.72158 45.8971 104.706 82.2497 61.6926 22.4558 20.5571 57.3282 54.5063 28.348 9.40044 6.77398 7.2348 5.15471 26.1583 16.1414
internal_count=4633 2170 2463 237 1177 2226 123 87 101 2047 620 335 285 1427 80 242 1347 1132 631 215 501 434 426 205 114 101 200 192 221 128
is_linear=0
shrinkage=0.00249688


Tree=365
num_leaves=31
num_cat=0
split_feature=4 2 3 4 0 2 2 3 3 3 2 2 2 1 2 3 1 1 0 2 3 3 0 0 1 3 3 2 3 4
split_gain=0.769045 1.20533 0.842065 0.800093 2.37827 1.63302 1.64988 1.57545 4.48062 1.64502 3.51846 1.81519 3.05515 4.16372 3.23363 1.86182 1.75925 3.6095 2.42086 2.33466 1.7003 1.59233 1.99812 1.53795 1.84349 1.36972 6.08472 2.51502 2.10144 1.97444
threshold=31.914316944300001 -0.10771499999999999 0.088565000000000019 42.154118731400011 103.57284947555002 -0.17605999999999999 -0.24023999999999998 -0.25420999999999999 -0.55393499999999996 0.088145000000000015 -0.24150999999999997 -0.160525 -0.08725999999999999 62.084563606450011 -0.084729999999999986 0.12376500000000003 80.677940036650014 62.132955852800002 86.692020874450009 -0.011849999999999999 0.087245000000000031 0.093955000000000025 97.32487278035002 90.321439350550008 66.859265246100009 -0.15544999999999998 0.070640000000000022 -0.16164499999999998 0.072890000000000024 43.564719632750005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 6 -6 8 -5 10 -9 21 13 -13 -14 16 17 18 19 -16 25 -11 -23 -19 -25 27 -27 -12 -28 -30
right_child=3 2 -4 7 5 -7 -8 9 -10 11 20 12 14 -15 15 -17 -18 23 -20 -21 -22 22 -24 24 -26 26 28 -29 29 -31
leaf_value=-0.037057873564362576 0.0023849982618979445 0.016553753983102264 -0.03688514473881703 0.01163702080943535 -0.032084095837320623 -0.02573474173012192 0.028099001346633692 -0.035218170008013583 -0.037092283971468493 0.023950341022816179 0.019578643450846846 -0.003781140041537772 0.02921616840421418 -0.044077550801828146 -0.028912309594920662 0.011533205238867444 0.0086243164817077188 -0.051126552687048042 0.017578421481096791 0.0085994445538278685 0.016311249862932066 -0.025650672403089388 0.01347155379932136 0.0087922570802422446 -0.036696186441485652 -0.025865574457546361 0.030527017096462772 -0.0043769732961286469 0.0073071099635398113 -0.0038133561252311418
leaf_weight=1.3379352071206088 255.23097715782933 1.1696126260794688 0.38164326816331584 3.3722098402213305 0.67110095778480161 4.9571928125224067 1.3165899144951252 2.4183662796858689 4.05631109769456 3.5372238961281237 10.168052497319879 5.3027118425816244 2.7865361161530009 4.7381145247491077 4.1260478324256837 4.6920500779524437 3.9053077157586804 2.6768511496484271 3.5712878704071045 2.664789984934048 8.4606858554761839 2.2208585757762194 2.9880181194748729 1.3670228403061631 2.388396916911006 8.0326611930504423 2.590056248009204 7.3813743493519715 31.519594835117459 30.810881178826094
leaf_count=129 1863 50 43 37 114 392 18 174 95 24 58 45 9 73 50 30 105 33 15 22 64 23 27 12 43 154 12 85 251 583
internal_value=0.000729638 -0.0153318 0.0034066 0.000840666 0.00189421 -0.0161427 0.00777948 -0.00093249 -0.0149714 -0.000229486 0.00200948 -0.00506263 -0.0080005 -0.0227964 -0.00272825 -0.00623389 -0.0102612 -0.0146528 -0.0032426 -0.0141923 0.00291921 0.0077754 -0.00320861 -0.0330341 -0.0201378 0.00166725 -0.000217652 0.00950279 0.00295578 0.0018101
internal_weight=420.84 2.88919 1.55126 417.951 262.176 6.94488 1.98769 155.775 7.42852 148.347 101.382 46.9652 38.2191 10.0408 28.1783 25.3918 20.6997 16.7944 10.3621 6.79084 98.9633 8.7461 5.20888 6.43227 3.75542 90.5026 72.9532 17.5494 64.9205 62.3305
internal_count=4633 222 93 4411 2387 524 132 2024 132 1892 1381 511 437 118 319 310 280 175 87 72 1207 74 50 88 55 1143 1000 143 846 834
is_linear=0
shrinkage=0.0312387


Tree=366
num_leaves=31
num_cat=0
split_feature=1 0 0 3 3 4 1 1 0 1 3 1 4 2 0 1 3 0 2 3 3 1 3 4 3 2 2 2 1 4
split_gain=6.31118 7.08103 4.22446 4.4016 4.60815 4.00921 3.47747 4.02116 3.36767 3.00702 3.95612 3.06924 5.30503 4.09331 3.34953 3.33585 4.4596 3.19248 2.98316 2.92029 2.89687 4.86862 3.68227 2.76007 2.70757 4.19741 5.10441 2.58121 4.03032 2.55648
threshold=70.182199495350019 85.732241321850012 95.44832900530001 -0.089139999999999997 0.090465000000000031 44.578137159850009 71.104340634100012 70.816675614150014 98.230883170350012 78.196493182200015 0.087700000000000014 81.339300736700025 44.749265482150008 -0.18437499999999998 102.75018128760001 83.602982482550019 -0.15544999999999998 122.35979489110001 -0.078504999999999991 0.10176000000000003 0.089705000000000021 72.62331947780001 0.12140000000000002 40.806664626150003 0.094595000000000026 0.15915000000000004 -0.58319500000000002 0.28423000000000004 82.49264927465002 40.00488309970001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 -2 -5 -3 7 -6 24 10 -10 14 13 15 -11 -13 -17 -14 -16 -1 -12 -22 -23 29 -4 26 -26 -15 -29 -20
right_child=2 5 8 4 6 -7 -8 -9 9 11 20 12 17 27 18 16 -18 -19 23 -21 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00036056941895863307 0.00045394773111641915 0.00057263985067518123 0.00064732582273368947 -0.0023254564686951613 -0.001237256171783769 -0.00084678163975926023 -0.0023483325121088443 0.0019484491409611563 -0.0024139826165406448 0.00078992649310546915 0.0014958725841772152 0.0016870689399148733 0.00068324415383847923 -0.0017236081916100232 -0.0016936872362589967 0.0016772388197395065 -0.0024105402837740443 -0.0022526768830302031 -0.0022978708950672877 0.00063071129981924544 0.0018795921360602805 -0.0022803071758908918 0.00032836728672227665 0.0022424387728721944 0.0010817736465923346 0.0018870142103027544 -0.0021384049468819322 0.0027065098105685192 -0.0023955784600124706 0.0013064527845067452
leaf_weight=68.828390618786216 7.8412234690040377 242.13547462970018 45.045441117137671 10.68741823686287 3.254702980630098 8.960082581266759 2.6842192816548049 3.649577870965004 5.618051033467057 27.473758138716221 2.9191050752997389 3.9041328206658381 18.845838140696291 18.308739183587026 5.3132049059495312 1.8465464515611527 3.1114421775564551 1.7582147149369109 1.9314778288826349 15.881602313369511 2.3966976329684249 7.0416453173384053 3.5259169712662697 2.2967748716473579 3.1753700599074355 2.6181390956044188 6.5385445244610301 1.5200129076838487 1.2053657972719518 1.532342981547117
leaf_count=906 63 1090 199 303 43 87 59 11 119 125 12 25 187 618 95 30 157 69 43 87 9 77 32 6 11 19 67 5 73 6
internal_value=0.000172801 0.000346238 -0.000124281 -0.000871815 -0.00138452 0.000521989 -0.000335748 0.000446696 8.8374e-07 -0.000211708 -0.000911092 -4.28347e-05 -0.000380824 -0.000941501 0.000399957 0.000246373 -0.000888093 0.000432712 -0.000567545 -0.000174722 -0.00037951 -0.000801782 -0.00140991 0.000471136 0.000410484 -0.000454633 -0.00108576 -0.00144198 0.000449986 -0.000703372
internal_weight=531.849 335.806 196.044 28.1171 20.2759 251.096 9.5885 6.90428 167.927 110.549 21.5014 89.0479 50.5003 29.8962 38.5476 8.86212 4.95799 20.6041 11.0738 84.71 15.8834 12.9643 10.5676 5.7606 57.3775 12.3321 9.71391 21.0341 2.72538 3.46382
internal_count=4633 2170 2463 479 416 1177 113 54 1984 1688 249 1439 1164 908 275 212 187 256 150 993 130 118 109 55 296 97 78 696 78 49
is_linear=0
shrinkage=0.00208376


Tree=367
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 2 1 2 2 2 4 1 0 1 1 2 0 1 3 4 4 0 2 2 1 2 0 0 2
split_gain=5.54181 6.87105 4.47886 4.38647 3.71377 3.3167 6.42049 4.04832 3.87981 3.73953 6.29129 3.37447 3.35938 3.2941 3.12708 3.38237 3.09513 3.64724 2.9958 2.98974 3.1614 2.91844 5.01047 4.43525 4.18431 4.66077 4.08998 3.04079 4.76754 4.42022
threshold=91.109157582800023 85.990333302400003 67.606656606400023 66.439865777750015 90.321439350550008 -0.059424999999999999 -0.016014999999999998 81.573196594050017 0.70681500000000008 -0.087660000000000002 -0.088274999999999992 40.00488309970001 71.053259929650025 89.861713010250014 76.279622535200005 78.962703749400006 -0.074029999999999999 96.324766355850002 69.873026810350026 0.10336500000000003 38.171717059500004 41.873095646600007 85.823648898300021 -0.124155 -0.60414999999999985 58.309968391300011 -0.082654999999999992 85.769879735700016 85.431134011250023 -0.087660000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 3 -2 13 9 12 8 19 10 18 16 -7 -3 -13 -16 -11 -18 -4 -8 -21 23 26 24 -1 -26 27 28 -23 -30
right_child=2 4 5 -5 -6 6 7 -9 -10 11 -12 14 -14 -15 15 -17 17 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.002105559990627667 -0.00010404649294236266 0.00062802307276882993 0.0009556079905382979 -0.002759056838870818 0.0016410139256476386 0.0023006115111614458 0.00015671841738106775 -0.0014402872339395673 0.0019786023748000611 -0.0030930588668181616 0.0029685103404046274 -0.0017055226353619053 0.00064332297656832717 -0.00088644000156617552 0.0018027820141734506 -0.00065433281415920304 0.0009798277804541572 -0.0026845539572098579 -0.00029486846345878946 3.4455366941159113e-05 -0.0033578547907734818 0.00040762127962952591 -0.0030686158162901412 0.00061682201243593937 0.00039507799051152379 -0.0024775558848243043 -0.001430252273362726 0.001935479235231639 -0.0025596148104143008 0.00077938064296949599
leaf_weight=2.1623145937919608 6.6523519456386548 145.24756119260564 11.285404028370975 6.3444876708090305 18.214116931892931 9.8114328831434268 43.766985309310257 9.7729848092421872 5.4830961674451819 5.8769467128440738 3.4900956749916068 5.9971800195053246 18.265518512576818 7.9027827000245443 4.802862346172331 7.4720512297935784 3.0379610341042298 2.6573528528679162 87.641060246387497 2.982209973037242 2.760864082723856 24.70993388723582 3.5437698550522319 47.993957479484379 4.8804196799173933 7.4418658907525241 11.872701196931301 4.2110532969236365 6.4873488321900368 3.0378902405500394
leaf_count=11 42 662 62 60 70 30 280 304 33 93 12 60 162 51 14 100 14 61 1319 18 31 256 38 246 81 216 210 12 71 14
internal_value=0.000161616 0.000374967 -9.61839e-05 -0.00140011 0.00066585 -2.08993e-05 0.000310062 -8.54733e-05 0.000155294 -0.000253224 -4.58693e-05 -0.000964802 0.00122246 0.000549875 -0.000353491 0.000307074 -0.00193004 -0.000729921 -0.000152216 -4.66316e-05 -0.00159633 -5.34896e-05 -0.000443167 0.000282451 -0.00082547 -0.00133981 -0.000258267 0.000103658 -0.000121663 -0.00149471
internal_weight=525.807 287.706 238.101 12.9968 171.364 225.104 92.8431 64.7661 54.9932 132.261 102.417 29.8444 28.077 153.15 18.2721 12.2749 11.5723 5.69531 98.9265 49.5101 5.74307 116.341 53.8627 62.4786 14.4846 12.3223 50.3189 38.4462 34.2352 9.52524
internal_count=4633 1938 2695 102 783 2593 858 666 362 1735 1393 342 192 713 174 114 168 75 1381 329 49 1155 601 554 308 297 563 353 341 85
is_linear=0
shrinkage=0.00228442


Tree=368
num_leaves=31
num_cat=0
split_feature=0 1 1 1 3 1 0 4 1 1 4 3 2 0 1 1 3 3 3 0 1 1 2 3 3 3 0 1 4 4
split_gain=0.771837 1.69942 1.35938 2.24754 2.16898 1.55387 1.8089 2.4651 1.53484 1.37862 1.84566 2.55776 2.92393 3.60714 3.52749 4.31668 2.06113 2.04775 3.29039 2.8781 3.17502 2.29141 2.25296 5.75955 5.76447 6.66842 3.43811 2.90293 4.60215 3.74752
threshold=93.972365491700018 68.327163385350005 70.182199495350019 70.077349628250019 -0.16179999999999997 69.873026810350026 93.501885318850015 33.036871954450007 57.027573863050009 69.165962322050021 38.396531328800009 0.093325000000000033 -0.094409999999999994 90.189704902150012 67.031326566450005 64.369753017350021 -0.11223 0.083395000000000011 0.08326500000000002 86.681267041950008 63.910026677050006 64.108972578700019 -0.083330000000000001 0.08673500000000002 0.087795000000000026 0.08919500000000001 85.705356740550016 63.452988794850008 41.873095646600007 41.489621506400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -1 10 11 12 13 14 15 16 -9 18 19 21 -21 -12 26 -24 -25 -26 -19 29 -29 -27
right_child=1 -3 4 -5 -6 -7 -8 9 -10 -11 17 -13 -14 -15 -16 -17 -18 22 -20 20 -22 -23 23 24 25 27 -28 28 -30 -31
leaf_value=0.016695417731569805 -0.023526271675188771 -0.00051286719975412152 0.008546861126454277 0.018716928317792772 -0.031886753246187477 -0.016087055096801282 0.01856604670597355 -0.031298918668783239 -0.037546355977472447 -0.014211601420645786 -0.002501476790193055 0.014846888388546359 0.011297837990205043 -0.04494588952638516 0.032746994560517231 -0.052451864644463067 0.010588196574792999 -0.010198091448031665 0.033431020613446105 0.01685189686496294 -0.0018672623094297561 0.016538773669718822 -0.023787045178100784 0.019574234559102514 -0.03936711928865512 0.0074534077956405573 0.0053747632408783089 -0.04044637532626294 0.0076952799103247637 -0.007791211957789276
leaf_weight=0.44655842054635231 2.2127290992066255 152.57959453592775 1.5968343410640957 5.1677816202864042 2.0718375087017185 3.4269610047340384 4.1945238132029763 1.0401332760229696 1.7218122195918111 3.7182790860533705 42.736036390764639 16.356386281549931 8.7409108551219088 1.6317416355013845 1.5569898188114164 1.3418759331107137 3.4374409331940141 11.847912702709435 2.5415448099374762 17.094885308295492 9.6276801927015168 4.7764677894301704 8.9981899559497815 7.7440138179808846 3.4847609773278228 22.990986295044422 51.629231754690409 3.1595339104533187 2.3564191488549113 20.947711143177003
leaf_count=14 27 2409 14 23 88 26 21 50 75 21 523 79 56 14 4 12 46 177 7 134 66 43 87 43 38 101 234 28 22 151
internal_value=0.000622287 -0.00084184 0.00147307 0.00169315 -0.0142875 0.00135157 0.00158674 0.00130177 -0.0263757 0.00154401 0.00178406 0.00740933 0.000555376 -0.00986836 -0.00210886 -0.0114345 0.000857887 0.000870198 0.00426125 0.00326258 0.0101077 -0.000587346 -0.00108501 -0.00432176 -0.00143543 -0.00450874 0.00246811 -0.00205249 -0.0198802 0.000185557
internal_weight=421.178 154.792 266.385 262.717 3.66867 257.549 254.122 249.928 2.16837 247.759 244.041 34.1055 17.7491 9.00818 7.37644 5.81945 4.47757 209.935 76.7766 74.2351 26.7226 47.5125 133.159 69.6816 60.6834 52.9394 63.4771 49.4547 5.51595 43.9387
internal_count=4633 2436 2197 2095 102 2072 2046 2025 89 1936 1915 261 182 126 112 108 96 1654 773 766 200 566 881 470 383 340 411 302 50 252
is_linear=0
shrinkage=0.0260716


Tree=369
num_leaves=31
num_cat=0
split_feature=1 1 0 4 1 2 2 4 3 0 4 0 2 0 0 1 1 4 2 1 2 4 2 1 2 4 4 4 0 0
split_gain=4.4508 4.78156 4.28172 2.66063 3.02771 2.94894 4.92711 5.79873 4.31449 4.46792 4.22555 3.36218 3.12796 2.86497 4.44262 4.12672 5.02368 5.825 3.64712 3.55429 3.54464 3.4933 3.04065 2.83845 2.85309 2.81201 2.79773 4.37104 2.69386 3.02942
threshold=70.348883899450016 70.74946416085001 85.705356740550016 37.232443001650005 71.397382570300024 -0.094409999999999994 -0.156745 43.663128814500006 0.072890000000000024 104.22883325935001 41.835830569250014 99.198728097250012 -0.24150999999999997 96.631250582750013 97.886760529650019 78.537927364800012 81.339300736700025 44.749265482150008 -0.084729999999999986 71.053259929650025 0.19977000000000003 37.765550062200006 0.022350000000000005 83.116371560950014 -0.59496499999999986 45.921757303800007 42.388109226950007 42.527280425250005 97.615226258450022 95.217121606100008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 -3 6 8 11 12 10 23 28 -5 19 -15 18 -17 21 -16 -7 -20 -18 -19 24 -10 -24 -23 -28 29 -8
right_child=1 3 -4 5 -6 13 7 -9 9 -11 -12 -13 -14 14 15 16 17 22 20 -21 -22 26 25 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0001747722066305853 -0.0025921666001722222 0.00082666497554343017 0.00044445508263126518 -0.0011294378903753111 -0.001515458640440492 0.0013849949150443219 -0.0026857303237488696 -0.0025667888954226761 -5.0258702159558086e-06 -0.0021569794135994922 0.001044403985203069 -0.0019391592550174659 0.0015044739571662526 0.00121210868219322 0.0010160560555773077 0.0011241721822069575 0.0027001618677449388 0.0018882293577161785 -0.0022587022037388006 -0.0012896714658836897 0.00072519724062502188 -0.0027040156314524096 0.0015666137513573194 0.00084427665832023711 -0.0029249985770262621 -0.0027667096264113174 0.0022504732588962862 -0.0019119535031923241 0.0020053750951565699 0.00050373188819381363
leaf_weight=76.142146394122392 4.0667214537970713 3.766201879829171 252.1393511146307 2.8700482156127718 12.434203180950133 3.3607719913125029 2.177616575732829 9.6276846220716816 2.8992471676319838 6.223121922928839 10.885005712509153 4.7189338984899214 13.322532315738497 25.203237593173981 3.7547413036227217 24.818186316639185 1.0401813136413718 6.5322045646607858 9.0833951039239746 11.5256559564732 2.7061667107045642 6.4984358712099475 1.4113482069224121 3.0927009955048561 4.4307334851473623 1.7652221652679143 1.9754612799733875 3.989850286860019 3.5681892931461334 5.4958895333111286
leaf_count=973 91 24 1230 63 398 14 44 304 19 224 66 98 65 93 17 111 8 30 108 135 18 207 6 15 56 55 9 117 9 26
internal_value=0.000138627 -0.000136924 0.00030083 -8.41443e-05 -0.000970972 -1.08704e-06 -0.000366515 -0.0011641 0.00010026 -0.000451064 4.71651e-05 -0.000317985 0.00103763 0.000243243 0.000399032 7.6702e-05 0.000408393 -0.000356892 -0.000948203 -0.000685837 -0.00157378 -0.00132894 0.000995129 -0.000994309 -0.00177005 -0.000841417 -0.00166519 -0.000533532 0.000362536 -0.000401386
internal_weight=521.525 193.244 328.281 189.177 16.2004 172.977 69.3117 25.5883 43.7234 27.5308 21.3077 15.9606 16.1926 103.665 88.7784 63.5752 48.0309 23.2127 15.5443 14.8864 11.7896 13.5039 9.70877 10.4227 7.32998 3.17657 12.4637 5.96531 11.2417 7.67351
internal_count=4633 2430 2203 2339 422 1917 989 481 508 380 156 177 128 928 779 686 543 432 143 149 126 341 91 90 75 61 333 126 79 70
is_linear=0
shrinkage=0.0022885


Tree=370
num_leaves=31
num_cat=0
split_feature=1 2 3 4 2 4 2 2 4 0 4 0 4 1 1 0 3 2 2 1 1 2 1 0 0 1 0 2 3 3
split_gain=0.71893 0.68936 2.52304 1.60261 2.86158 2.15914 1.83735 2.5553 2.1371 1.53645 1.40098 1.24411 1.0934 2.09573 2.24416 2.21083 2.19637 0.926731 2.14508 1.83183 1.77973 3.6273 1.6895 1.56229 1.64657 1.33932 3.39736 1.31131 3.72116 4.23579
threshold=93.840631043300007 -0.23557500000000001 0.091705000000000023 45.458122212500008 -0.24150999999999997 50.189067467950004 -0.26416999999999996 -0.27494999999999997 38.804629908750009 98.51854819030001 43.521589032450009 91.109157582800023 35.476804824450006 78.27445846800002 69.999384342500022 86.538778761000017 0.10020000000000003 -0.16164499999999998 -0.22386500000000001 69.873026810350026 66.52858489605002 -0.23265499999999997 77.443724905700023 75.994645973400011 67.058211147750015 58.309968391300011 81.90387694410002 -0.079369999999999996 -0.225495 -0.098985000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -1 11 12 -10 -4 14 15 -14 -16 18 20 -20 21 -3 -21 24 -19 -25 -27 28 -28 -30
right_child=-2 17 10 5 -6 -7 -8 -9 9 -11 -12 -13 13 -15 16 -17 -18 23 19 22 -22 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=-0.03970276211233284 -0.014743189451295824 0.0031881096485808394 0.017219759060769554 -0.032327481856256494 0.019217429836593917 0.02573302713937136 -0.02611247274802439 0.028603715877718427 -0.010355705266104806 -0.030345492930857136 0.02107105991108316 0.019379643565754407 -0.014160737625883886 0.01446843496783471 -0.03849679116612359 0.015431456164346208 -0.0024855092031989177 0.028583939838364006 0.025731368006779724 -0.01131942853937919 0.014130537739323913 -0.028337294722437418 0.018781978774568501 0.016380973378569422 -0.029005713595847402 -0.033561258143456431 -0.019916938329494278 0.002440049082401175 0.024474060129288482 -0.00098473770379730458
leaf_weight=1.5447242114460085 2.317946272873086 11.127086095511915 2.7472627996467116 3.7516126245027399 2.8889214671216914 0.56498250178992737 4.2742512993281716 1.5252683034632344 2.1058488376438618 1.2171787123661486 3.0570535436272612 2.2115911468863487 3.514893442392351 4.6179606624646103 2.7234482429921627 4.3074105456471443 2.4815313788130879 0.45308727398514692 5.9973507523536664 2.8407079358585179 5.1626291098073116 3.7380157362204072 2.8774269325658679 4.2065984532237044 2.3794686099281535 2.2093778681009999 7.6105232439003876 184.80922266445123 5.2043636874295762 134.25968052225653
leaf_count=75 387 99 24 157 27 4 117 13 40 67 21 7 25 39 34 18 26 4 37 26 35 154 28 22 185 58 79 1525 24 1276
internal_value=0.000634193 0.000719791 -0.00257727 -0.00977975 -0.00568746 -0.0247282 -0.011274 -0.00390315 -0.0109069 -0.00286986 0.0035916 0.00487611 0.000971245 -0.00155856 -0.00723986 0.00213443 -0.021328 0.00110473 0.00562982 0.0150407 0.000124819 -0.00473935 0.00382792 0.000683659 -0.0197938 0.000855115 0.000659628 0.000887439 -0.00106352 -3.46947e-05
internal_weight=418.727 416.409 43.5339 20.0844 15.7678 4.3166 12.8789 8.60461 7.07934 5.53462 23.4496 4.31744 20.3925 17.6452 13.0273 7.8223 5.20498 372.876 31.7432 11.7155 20.0277 14.8651 5.71813 341.132 2.83256 338.3 334.093 331.884 147.075 139.464
internal_count=4633 4246 694 507 346 161 319 202 189 114 187 47 166 142 103 43 60 3552 379 91 288 253 54 3173 189 2984 2962 2904 1379 1300
is_linear=0
shrinkage=0.0276883


Tree=371
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 3 3 2 4 2 3 4 0 2 4 2 3 0 4 2 1 0 0 2 3 1 1 0 0 2
split_gain=2.19758 3.83683 3.13404 2.47731 2.2398 1.93765 5.45176 4.86797 4.68287 4.1937 5.46468 3.99819 3.6032 3.58629 3.51931 3.23417 2.91397 2.70561 3.09326 2.464 2.08212 2.81461 3.72227 4.14347 2.00832 1.89389 4.98814 2.0903 2.42494 1.96166
threshold=70.348883899450016 70.74946416085001 85.990333302400003 85.931187223550012 -0.074029999999999999 0.08759500000000002 0.092895000000000019 -0.079789999999999986 41.559097512700014 -0.072755 0.10249000000000003 43.564719632750005 89.711159354950013 -0.11963999999999998 42.527280425250005 -0.22932499999999997 0.090465000000000031 87.525442894850016 39.852039223600009 -0.10040499999999999 62.041548276350007 86.264556031700025 88.350799540950007 -0.088039999999999993 0.081775000000000028 64.630533455950015 66.235542959850008 90.60910437050002 92.168410086200012 -0.089569999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 11 7 16 9 10 12 14 -8 -12 20 -13 -7 -9 -19 -17 -4 -22 23 -23 -21 -24 -27 -28 29 -29
right_child=1 -3 5 4 -6 6 8 17 -10 -11 13 15 -14 -15 -16 19 -18 18 -20 24 21 22 25 -25 -26 26 27 28 -30 -31
leaf_value=-6.09348651823146e-06 -0.0032460330587467758 -5.4007348146055468e-05 0.0017556862517686751 -0.0040636260371857509 -0.0003027157603557121 -0.00091288052985279144 0.0026257157646458803 -0.0036280847952224909 -0.00043307709920887866 0.0019427377495609217 5.3877663205089397e-05 -0.0037928900743623675 -0.00027573916369804898 -0.0037559808371539051 0.0019361614201731066 0.0018329305281524831 0.001264622553158478 -0.0025515933642941248 0.0013231098996417303 0.00049133228795017665 0.0023501403381731537 2.8240948798929727e-05 0.0024395374076692411 -0.0034919509808516423 -0.0027396553272084406 -0.001845625346725012 0.00290084218143984 0.00064211533964526619 0.0013033982934389759 -0.0029458980865977422
leaf_weight=101.70357957296073 3.2358781872317186 166.71221765282098 11.612269334495066 2.4667072594165802 2.9090068824589244 10.762798700481655 8.1190841048955935 5.7109139636158925 22.12849997356534 27.179576724767685 4.8186498135328293 2.3647016994655123 6.4935303106904021 3.6681837067008001 24.987708359956741 3.7898523658514014 9.988107390701769 4.1985587626695633 2.9620601236820221 3.2645902931690207 5.5197205618023863 8.0713835768401605 4.3956125527620307 4.3310635462403289 3.2223960217088461 6.4842194318771389 4.1769598722457912 2.7069593071937561 12.623340152204035 2.4442484304308918
leaf_count=1104 91 2339 45 30 14 62 28 43 112 104 22 40 34 21 130 20 41 31 16 19 29 34 29 28 22 39 13 14 51 28
internal_value=0.000151021 -0.000114785 0.000295296 -0.000107622 -0.00202845 0.000504708 0.000231272 -0.000734852 0.000679892 0.00116973 0.000260174 0.000794646 0.00133637 -0.00159282 0.0010155 -0.000731459 0.000135225 -0.00213755 -0.000948784 -2.70238e-05 0.000646623 0.000392872 0.000154033 -0.00120105 -0.00111365 0.000665932 0.000391767 0.00105267 0.000618351 -0.0010604
internal_weight=483.052 169.948 313.104 107.079 5.37571 206.025 106.03 33.6224 72.4075 50.279 23.0994 99.995 14.6126 8.48683 87.3535 12.6415 20.7509 12.8715 7.16062 10.2768 62.3658 50.7535 45.2338 12.4024 6.48699 32.8313 28.4357 21.9515 17.7745 5.15121
internal_count=4633 2430 2203 1148 44 1055 514 193 321 209 105 541 62 43 440 101 103 90 47 61 310 265 236 62 41 174 145 106 93 42
is_linear=0
shrinkage=0.00290337


Tree=372
num_leaves=31
num_cat=0
split_feature=1 0 3 4 4 0 3 1 1 3 0 0 1 4 3 4 2 1 0 2 2 2 0 2 2 2 2 4 1 4
split_gain=0.746274 2.90513 3.70256 1.50533 2.12407 2.67128 1.99119 1.30166 2.66211 1.12659 1.07451 1.4109 1.49985 2.21412 3.60888 1.84536 3.46202 1.78625 3.31538 1.26911 3.21226 3.17754 2.93509 2.81781 4.91176 5.63244 4.37603 2.77062 3.67495 5.4045
threshold=71.053259929650025 95.550490414250007 -0.089139999999999997 36.772607578000013 34.515670600900002 97.722764583650005 0.11458500000000002 70.816675614150014 70.348883899450016 -0.222165 85.732241321850012 85.769879735700016 61.987779113750001 40.518963363600001 0.093955000000000025 42.844429421150004 -0.025719999999999996 61.907125369850007 85.968825637350008 -0.095074999999999993 -0.08158 -0.083330000000000001 86.264556031700025 -0.077085000000000001 -0.06828999999999999 -0.054875 -0.040509999999999997 41.489621506400006 63.910026677050006 38.171717059500004
decision_type=2 2 2 2 2 2 2 2 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 9 4 5 -3 -7 8 10 -2 -1 -12 13 14 -13 16 17 -15 -19 22 21 -21 -14 -22 -25 -26 -27 28 -28 -30
right_child=1 3 -4 -5 -6 6 -8 -9 -10 -11 11 12 19 15 -16 -17 -18 18 -20 20 23 -23 -24 24 25 26 27 -29 29 -31
leaf_value=-0.0020067337070295769 -0.010415041777688129 0.037354830443307861 -0.036365139693190038 0.0010712781372591207 -0.039457135036383269 -0.037142716840468562 0.027697865985503535 0.017538946826680529 -0.027307352152154084 0.020093066902758319 0.020733012752666511 -0.011458898165213059 0.024355324190659507 -0.012575850777775236 0.030405625854941266 0.006200808662165754 0.0059118826051888949 -0.01407345899709387 -0.068527445837769013 -0.0030030417762473903 0.019839065762457773 -0.033048644920097008 0.0043401116433154883 -0.019886586486779694 0.025705968276583186 -0.035313454484676009 0.022287775439304932 -0.0079628406282129856 0.015008231764628689 -0.020058174364639553
leaf_weight=65.024116251152009 3.4508376698940992 1.4084760695695866 5.8513513635843974 117.87312553817173 2.5696686212904751 2.0145170093455822 0.73635715304408211 5.8041724697686723 3.6315209922613567 2.294588403776288 4.967443734407424 4.91425569355488 9.967618986964224 3.7035663984715956 4.4835080504417419 4.8338961638510218 4.5109535306692115 2.3688186183571815 2.7520525306463242 18.675972152501348 11.838382203131912 5.1027677133679381 51.151105169206858 10.013587638735769 12.674880430102339 3.5828838795423428 13.725125566124929 16.758181614801288 11.45753585547209 8.8850015848875028
leaf_count=993 35 4 300 1575 131 196 18 35 107 29 18 24 38 23 16 21 21 12 29 101 103 45 299 65 53 23 77 118 47 77
internal_value=0.000731362 -0.00131832 -0.0174721 0.000185129 -0.0153377 -0.000436541 -0.0197861 0.00172544 0.00139171 0.00176918 0.00177573 0.00296754 0.00252937 -0.00478288 0.00851393 -0.0116604 -0.0181349 -0.0304273 -0.0433381 0.00368897 0.00156589 -0.00945064 0.00760432 0.00451139 0.0021578 0.00544837 0.000729225 0.00326999 0.00879552 -0.000307708
internal_weight=417.026 136.199 11.5968 124.602 6.72902 4.15935 2.75087 280.827 275.023 5.74543 271.392 206.368 201.4 27.5671 9.39776 18.1693 13.3354 8.82444 5.12087 173.833 112.714 23.7787 61.1187 88.9356 77.0972 67.0836 54.4087 50.8258 34.0677 20.3425
internal_count=4633 2288 364 1924 349 218 214 2345 2310 64 2203 1210 1192 146 40 106 85 64 41 1046 709 146 337 563 460 395 342 319 201 124
is_linear=0
shrinkage=0.0337431


Tree=373
num_leaves=31
num_cat=0
split_feature=0 1 3 3 1 3 0 0 2 0 4 4 2 2 2 2 2 0 0 3 1 3 1 1 1 3 4 3 1 1
split_gain=0.703012 2.0942 2.87346 2.02028 3.0917 2.9907 1.89216 2.42841 1.36292 1.30032 1.47881 4.57389 2.58687 2.40181 2.34814 2.06735 2.44961 2.1665 2.03165 3.20339 1.91016 1.28782 1.27594 1.26736 2.57981 2.47274 2.69759 2.48435 3.17262 2.29762
threshold=98.230883170350012 78.196493182200015 0.087700000000000014 0.089705000000000021 72.62331947780001 0.12140000000000002 99.524031531050014 100.35207663525001 -0.61402999999999996 122.35979489110001 44.749265482150008 42.654057868200006 0.067985000000000018 -0.088880000000000001 -0.156745 0.22387500000000005 0.28423000000000004 102.32271644485002 102.75018128760001 0.090850000000000028 87.143681840350013 0.089835000000000012 78.537927364800012 74.757955233350017 71.053259929650025 0.085345000000000018 34.515670600900002 -0.222165 72.62331947780001 75.629015667650023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 -2 -4 -5 -6 -3 -8 -9 10 11 15 -13 14 20 18 -17 -18 22 21 -12 -20 -10 24 -1 27 -27 -26 -29 -25
right_child=1 6 3 4 5 -7 7 8 9 -11 13 12 -14 -15 -16 16 17 -19 19 -21 -22 -23 -24 29 25 26 -28 28 -30 -31
leaf_value=0.0013773881034106874 -0.031492725703872383 -0.032945525658524273 0.017778130885459785 0.020942633772313885 -0.028769191025649628 0.0060516792438894806 0.01951284009703453 -0.032807155330239826 -0.0029197272894885126 -0.029228522312768353 -0.017031399890435416 -0.032342392842892372 0.0096682223361257372 0.02016585824283405 -0.030937293587164849 -0.025300813084008882 0.031836204937563124 -0.029397826101200553 -0.0019110350734741982 -0.031645535420769991 0.014430129294955719 0.022923187532887877 0.015864528898635662 0.013242794482791356 -0.023021211125001172 0.027606884810712714 -0.022265869866677526 0.011844953854094913 -0.02790230788350891 -0.00278865929930029
leaf_weight=276.12113795534242 3.9052450734889161 1.2911775903776277 2.6132266968488684 2.0797530449926844 5.6995013458654267 2.9062532987445593 5.1968575646169475 0.99619608756620337 3.6334362104535165 1.1522345556295466 2.1210983116179714 5.2412707940675309 1.4630633816123007 7.0273576928302637 1.7238204118330038 4.0318563628243274 1.3998538106679919 0.66510231979191292 6.6476225016522204 2.5014090508338986 5.1921835555694997 2.158564057725016 12.632703124312682 17.13577006501146 3.011948020197452 0.92519219964742561 9.9285064139403385 9.7412438574247044 1.8675099282991148 11.766584667493587
leaf_count=2315 125 14 14 9 77 32 25 46 22 177 37 211 7 37 72 58 6 64 334 161 79 18 71 89 30 4 178 111 45 165
internal_value=0.000552936 -0.00175756 -0.0104252 -0.00423864 -0.00962302 -0.0170098 0.000533897 0.00121161 -0.000411744 0.000148619 0.000748367 -0.00210387 -0.0231746 0.00791692 -0.00160801 0.00209163 -0.0126289 0.0121133 0.00534647 -0.00374802 0.00530523 0.00417631 0.0116686 0.00112815 0.000592644 -0.00791332 -0.0180146 -0.000414614 0.00545078 0.00671615
internal_weight=412.778 82.2798 17.204 13.2987 10.6855 8.60575 65.0758 63.7846 58.5878 57.5916 56.4393 40.3749 6.70433 16.0645 9.0371 33.6705 6.09681 2.06496 27.5737 11.3076 7.31328 8.80619 16.2661 330.498 301.596 25.4744 10.8537 14.6207 11.6088 28.9024
internal_count=4633 1696 257 132 118 109 1439 1425 1400 1354 1177 952 218 225 188 734 128 70 606 513 116 352 93 2937 2683 368 182 186 156 254
is_linear=0
shrinkage=0.0279347


Tree=374
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 0 0 4 1 0 3 0 2 2 1 2 2 0 0 0 3 4 4 4 3 2 4 2 2 0
split_gain=3.37642 4.95573 4.52413 7.78485 6.18357 3.3541 5.44554 3.59707 3.56312 3.1789 3.16766 2.77725 2.67389 4.1858 3.75601 3.48995 3.39745 2.93058 2.92555 3.97893 2.70127 4.55333 3.09528 2.43815 4.69075 4.25106 3.40546 5.53524 4.89207 2.49942
threshold=66.859265246100009 86.09518316945001 91.886121982450007 90.321439350550008 89.861713010250014 91.886121982450007 90.321439350550008 47.309807198350008 67.606656606400023 89.237990724000014 0.4149000000000001 86.103248543850015 -0.059424999999999999 -0.016014999999999998 81.573196594050017 -0.068964999999999985 0.70681500000000008 101.91675926715001 98.230883170350012 101.11291028615001 0.089965000000000031 38.324118171300007 36.654713368950006 41.289992964000007 0.087795000000000026 -0.022394999999999998 43.182896969600009 -0.06828999999999999 -0.083330000000000001 86.780739992750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 11 6 8 -8 -2 -10 12 -3 15 -14 16 -7 17 18 20 -20 22 -22 -15 -13 29 26 27 28 -26 -25
right_child=5 2 -4 -5 -6 10 7 -9 9 -11 -12 23 13 14 -16 -17 -18 -19 19 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-6.4654728058573032e-05 0.0030662646300546473 0.0030429838187283555 -0.0021523903832753118 0.0025463458155867771 -0.0022794064733733313 -0.00014948757781159538 -0.0043695598727904079 0.00042067590541257046 -0.0041248739876717164 0.0014004903443818589 -0.0034020691349698705 0.0010548502597411021 0.0013179474639819176 0.0028737239326631745 -0.0016393209269101648 -0.0028123134199412813 0.0024694240163788219 0.0014638990007762461 -0.003780733174953815 0.00010417379626177773 0.0010395262131018257 -0.0031432752501627265 0.00013612376760635753 0.0015962737907308821 -0.00039821313677699524 -0.0028984241654853747 0.0020548533675643302 0.0015749831398301172 -0.0038242566706805491 6.2792433551910591e-05
leaf_weight=111.95511577744037 2.4241781830787641 3.7760369181632987 4.1728661339730015 17.353161856532097 5.71707610040903 119.95902863878291 5.046449638903141 1.6080364398658273 1.6451500961557033 1.5956241698004303 2.1135355579899615 53.484445504844189 26.904730099020526 3.9529939517378869 9.253549483837558 3.9550720234401515 5.0239043198525897 9.2252473868429643 3.9458853434771282 4.2703954335302114 3.7141043916344625 4.4504938805475831 17.15991284744814 20.109092555940151 10.105346024036413 4.9600151628255835 4.7481290698051444 6.5782518535852459 4.7738304361701003 14.041943922638891
leaf_count=1173 7 22 40 63 35 1636 66 10 37 24 43 229 191 13 299 66 32 59 47 31 16 52 101 112 42 36 13 22 45 71
internal_value=0.000163603 0.00037928 0.000711016 0.000793054 0.000555902 -8.59398e-05 -0.00150108 -0.00321201 0.000508705 -0.00140441 -4.44646e-06 0.000688143 2.94557e-05 0.000401524 -2.69796e-06 -0.000234479 0.000289991 5.56266e-05 -0.000290875 -0.00176156 0.00012185 -0.0012405 0.000648688 0.000613295 0.000251728 -0.000530692 -8.25432e-05 -0.000555509 -0.00149742 0.000965749
internal_weight=488.024 261.775 149.82 145.647 128.294 226.248 12.3194 6.65449 5.66495 3.24077 213.929 122.577 211.815 87.9012 60.9965 123.914 51.7429 46.719 37.4938 8.21628 29.2775 8.1646 21.1129 118.801 65.3166 31.1656 26.2056 21.4574 14.8792 34.151
internal_count=4633 1903 730 690 627 2730 144 76 68 61 2586 592 2543 841 650 1702 351 319 260 78 182 68 114 570 341 158 122 109 87 183
is_linear=0
shrinkage=0.00278911


Tree=375
num_leaves=31
num_cat=0
split_feature=0 0 3 3 2 4 4 2 3 2 4 2 2 4 0 2 2 2 2 1 3 2 3 4 3 0 2 1 4 3
split_gain=3.25686 3.47859 2.67664 6.48059 6.94108 4.86621 4.09859 3.43611 5.34854 2.79106 2.78908 2.67523 7.01848 2.47095 2.69001 2.46823 2.78829 3.37764 4.26008 3.31912 5.19418 4.75512 3.02296 2.97955 4.02601 2.67199 2.95813 6.80824 2.97746 2.68369
threshold=93.972365491700018 85.990333302400003 0.08759500000000002 0.092895000000000019 -0.079789999999999986 43.521589032450009 41.489621506400006 -0.072755 0.10249000000000003 -0.14704500000000001 42.527280425250005 -0.06828999999999999 -0.016014999999999998 43.895345911700005 91.109157582800023 0.63131000000000015 0.22387500000000005 -0.057599999999999998 -0.068964999999999985 71.830224329350003 0.089505000000000015 -0.10040499999999999 -0.22831499999999999 45.044778924400006 0.097005000000000022 101.91675926715001 -0.078504999999999991 80.677940036650014 45.044778924400006 -0.21029499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 7 8 -5 -10 -3 -6 -13 -7 -15 16 17 18 19 20 -2 -22 -19 24 -18 29 27 -27 -29 -21
right_child=15 2 3 6 11 13 -8 -9 9 -11 -12 12 -14 14 -16 -17 23 22 -20 25 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-6.0088991152157647e-05 -0.0022410447899780849 0.00069894247601598545 0.00024702713972763948 0.0013005723835098327 -0.0039366526221466846 -0.0033016337779046912 -0.00024652454288642182 0.0016423325944489395 0.00019214481415434851 -0.0026578725095359472 0.0016754840211233592 0.0012968244803240861 -0.0032341257258185043 0.00043750093744295509 -0.0029701628998219606 0.0013830974705998738 -0.0033332416734645786 -0.0021389064679264106 -0.0032901301446100757 0.0018285133943190352 0.0012848912199683335 -0.001921205301176976 0.00053326589374589511 0.0013727094449737893 -2.2530152784850909e-05 -0.0031798642688417936 0.0022531959770872565 -0.0010703867402193151 0.00056882096686687979 0.00011420854798402179
leaf_weight=107.98577298782766 11.992356856353583 63.643161488696933 17.879046512767676 13.147539662197234 3.7487387582659748 1.9728699438273896 22.880059477873147 26.327834039926529 4.2744684433564544 4.2805423662066442 25.496883348561823 3.5451364638283858 5.3227941207587657 7.41722075617872 1.7898017652332781 6.628634294262155 5.4806613095570338 2.7677266881801179 2.9562148391269139 6.4808569112792602 7.5956214834004641 4.6372307585552317 54.968911988893524 2.0418282109312704 3.9224439149256796 5.8810465002898047 2.1854625274427297 13.350356582785027 14.268379042856393 46.218285889364779
leaf_count=1155 248 306 81 54 28 18 114 100 20 23 132 13 46 60 47 64 112 50 65 37 46 58 500 15 36 120 21 517 188 359
internal_value=0.000143183 0.00030129 0.00049474 0.000208903 -0.000752828 0.000783671 0.000622505 0.00103648 0.000301509 -0.00123388 0.000978264 -0.00216972 -0.00142279 -0.000767866 -0.000224933 -0.000112687 -0.000166355 -8.75915e-05 -0.000333775 -0.000256165 -0.00107429 6.95239e-05 0.00040517 -0.00135902 -0.0019522 -3.19252e-05 -0.00055907 -0.000742537 -0.00022354 0.000325031
internal_weight=501.088 309.712 201.726 101.406 30.4957 100.32 70.9104 48.0304 21.7026 8.55501 89.14 12.6167 8.86793 11.1799 9.20702 191.376 184.747 173.302 115.566 112.61 24.2252 12.2329 57.7366 11.4449 9.40311 88.3844 35.6852 33.4998 27.6187 52.6991
internal_count=4633 2197 1042 479 168 563 311 197 97 43 438 87 59 125 107 2436 2372 2209 1659 1594 352 104 550 163 148 1242 846 825 705 396
is_linear=0
shrinkage=0.00249484


Tree=376
num_leaves=31
num_cat=0
split_feature=4 3 2 0 4 4 3 3 3 0 3 2 1 4 2 1 3 0 1 2 1 1 0 0 4 4 4 1 2 1
split_gain=0.71514 1.46751 1.67936 0.958808 0.953435 2.47785 1.72016 1.74454 3.78532 1.46659 1.37412 1.69014 1.30288 2.83376 2.757 2.12464 3.22608 2.019 2.10601 1.91284 2.39015 1.76222 2.59244 2.25404 2.49385 2.52394 2.36961 1.91904 2.24909 3.00977
threshold=49.292797572200008 -0.25098999999999999 -0.15734499999999998 119.82189041595002 47.927946529500012 46.095286511800005 -0.23921499999999998 -0.15544999999999998 0.070640000000000022 93.047535894850014 0.074735000000000024 -0.088465000000000002 81.339300736700025 44.749265482150008 -0.18437499999999998 83.602982482550019 -0.15544999999999998 103.57284947555002 80.13218303615001 0.28423000000000004 82.49264927465002 78.962703749400006 102.65877371115 99.013224486300018 40.300545846000013 36.016191615950007 42.320906304050006 74.927328095600004 0.13747000000000004 75.629015667650023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 12 -6 -8 -9 -10 11 -7 17 14 15 -14 -17 18 21 -16 -21 22 23 27 25 -25 -26 -1 29 -29
right_child=1 2 3 -5 6 10 7 8 9 -11 -12 -13 13 -15 19 16 -18 -19 -20 20 -22 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=0.00069625136053730688 -0.033953619838864059 0.0045788249801415474 -0.027816234193786642 0.0052280716810737616 -0.0084499742467161586 -0.018042865341108928 0.026532221053649895 -0.023784014704051303 0.030001898313841993 0.00663490835796543 -0.027885950480834271 0.018288785628251387 0.023110863432619366 0.020031817603011537 -0.019003429462182156 0.024708956123523036 -0.030071089476130668 -0.019322724747289341 0.01173905175503108 0.028566185600199908 -0.029650122887376038 -0.017821655175383852 0.023748841983025248 0.0036244750727811108 0.0090176676601415404 -0.032573443972880339 -0.018914009534535734 0.012889955172497022 0.026378222436938832 -0.0058619171241896442
leaf_weight=286.91189580748323 1.1559583526104678 6.6607445252593598 2.2198317754082377 0.82366516161710013 4.1686333650723126 2.3357028216123585 3.5603107875213054 2.379909778013821 2.5718767344951612 6.4369701370596886 3.1413658526726067 1.4017441254109133 2.7487496919930026 2.6516667837277046 12.048105609283082 1.2125693133566531 1.8694966391485648 3.2819429789669803 12.714170376770197 1.3649413492530595 0.74631692387629289 3.4069629437290123 3.4179041782626873 1.8880442939698685 6.2287431843578798 4.363880802411586 3.1182772880420089 13.742860473110346 3.875155132263898 10.204176917439325
leaf_count=2512 19 88 174 33 30 62 14 34 9 60 72 12 25 15 622 30 157 91 58 5 74 38 25 24 34 84 40 66 27 99
internal_value=0.00052826 -0.00609489 -0.00277639 -0.0188734 0.00070728 0.000422488 0.00640789 0.0105511 0.00555514 0.0133058 -0.0151344 -0.00441654 0.000707251 -0.00537524 -0.00874545 0.00639182 -0.00851912 0.00109722 0.00128877 -0.014979 0.00798708 0.000894688 0.00108575 0.000851254 -0.00885405 -0.0216419 -0.000300672 0.00133227 0.00789113 0.00489951
internal_weight=412.653 10.8602 9.70424 3.0435 401.792 382.675 19.1177 14.9491 11.3888 9.00885 6.87881 3.73745 375.796 22.6418 19.9902 5.83082 3.08207 353.154 349.872 14.1594 2.11126 337.158 333.751 330.333 15.5989 6.25193 9.34702 314.734 27.8222 23.947
internal_count=4633 314 295 207 4319 4172 147 117 103 69 146 74 4026 928 913 212 187 3098 3007 701 79 2949 2911 2886 182 108 74 2704 192 165
is_linear=0
shrinkage=0.0261565


Tree=377
num_leaves=31
num_cat=0
split_feature=1 2 2 2 3 4 2 4 2 2 4 4 3 4 2 2 4 3 3 2 2 4 4 2 0 2 1 0 3 1
split_gain=0.663432 0.821319 1.6116 0.632916 2.08444 1.43179 2.47183 1.95133 1.56514 2.29878 1.92782 1.4101 2.06597 1.25328 1.29526 1.75621 3.0312 0.870389 2.5666 2.74793 1.30767 3.69741 4.54355 1.84388 2.35039 4.71749 2.38513 1.9076 1.53746 1.23561
threshold=90.937096262400004 -0.088274999999999992 -0.038374999999999999 -0.23557500000000001 0.091705000000000023 45.458122212500008 -0.24150999999999997 50.189067467950004 -0.26416999999999996 -0.27494999999999997 38.804629908750009 40.00488309970001 0.088075000000000028 43.521589032450009 -0.26416999999999996 -0.59496499999999986 35.476804824450006 0.10487000000000003 0.10685000000000001 0.20852500000000004 -0.094409999999999994 36.654713368950006 41.289992964000007 -0.086139999999999994 86.345209775600011 -0.059424999999999999 66.859265246100009 93.910530954700008 0.11636500000000001 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=3 -2 -3 4 5 6 8 -7 9 10 -1 -12 -13 14 15 -6 -17 -5 29 20 21 -20 -23 -22 25 -25 -26 -28 -29 -19
right_child=1 2 -4 17 13 7 -8 -9 -10 -11 11 12 -14 -15 -16 16 -18 18 19 -21 23 22 -24 24 26 -27 27 28 -30 -31
leaf_value=-0.038477698121379418 -0.030447299271130837 0.016583750459498146 -0.027903637211404698 0.0015037029853785017 0.0053380046800093495 -0.031501530004509219 0.017469721057983289 0.02405668157775041 -0.024578749877784311 0.027272643108962134 0.0099847527345087606 -0.038884922196211064 0.011933881758220865 0.019680059625954392 0.019813794645192749 0.016274154834955753 -0.023185542126723638 -0.036953879999370561 0.017088251936419985 0.01936842462066584 0.011958420529948794 -0.046219994424556043 0.0036772877064375044 0.011073382645178063 0.0087189863260485456 -0.037024710527893794 -0.037364164523978984 0.0074281024099724941 -0.02069255886857686 -0.010087142080255171
leaf_weight=1.4409645982086647 1.1235339691920674 1.4168719414155933 1.0515112781722553 312.51024586270796 10.083414575085049 3.3947217693785201 2.8432777863927194 0.54361414164304722 4.0405820575542757 1.4463792983442534 2.8678467972204089 1.451752115506679 1.0023652222007511 2.9159693196415892 2.2847337573766699 1.9954219921492065 5.2118527151178569 2.0085633471608153 2.2182147217099546 4.7549271751195183 7.2765351121779487 3.113875541370362 2.3915544170886278 2.5017309039831161 11.91216713935137 3.8185757361352506 1.5859347283840168 3.6107591195032001 2.3983542155474424 3.4451214165892452
leaf_count=69 257 80 217 3022 70 156 27 4 117 13 24 64 14 21 9 15 69 14 16 39 35 30 21 8 56 43 12 37 41 33
internal_value=0.000498361 -0.0111507 -0.00236752 0.000601658 -0.00258268 -0.00921395 -0.0053994 -0.0238328 -0.0107075 -0.00388009 -0.0105427 -0.00297905 -0.0181284 0.0030285 0.000548072 -0.00199764 -0.0122606 0.000965361 -0.00233106 -0.000219235 -0.00250048 -0.0125878 -0.0245447 -0.000146969 -0.00355749 -0.0179863 0.00111743 -0.010805 -0.0037954 -0.019982
internal_weight=408.661 3.59192 2.46838 405.069 41.5229 19.0315 15.0932 3.93834 12.2499 8.20931 6.76293 5.32196 2.45412 22.4914 19.5754 17.2907 7.20727 363.547 51.0363 45.5826 40.8277 7.72364 5.50543 33.1041 25.8275 6.32031 19.5072 7.59505 6.00911 5.45368
internal_count=4633 554 297 4079 672 488 328 160 301 184 171 102 78 184 163 154 84 3407 385 338 299 67 51 232 197 51 146 90 78 47
is_linear=0
shrinkage=0.0272254


Tree=378
num_leaves=31
num_cat=0
split_feature=2 2 4 4 1 1 2 2 4 4 2 4 3 3 1 3 0 0 2 2 4 2 4 2 4 0 1 4 1 3
split_gain=0.686023 4.51096 3.82233 2.98696 2.94639 4.27535 2.57255 2.43411 4.21265 3.39156 2.2678 1.89277 1.56411 2.50566 4.35546 6.25183 3.30285 2.17612 2.42172 2.01761 2.0016 1.66266 1.71336 1.37285 1.3707 1.25033 1.23985 1.23605 1.1903 1.14028
threshold=-0.0025899999999999999 0.048475000000000011 40.636252116050009 40.165165956550005 59.98487780655001 61.944763783650011 0.075080000000000022 -0.027754999999999998 41.835830569250014 42.686561923500008 0.12419000000000002 40.722669576350008 0.11296500000000002 0.079745000000000024 76.621056717750008 0.08759500000000002 87.261973998100004 93.047535894850014 0.23643500000000003 0.23643500000000003 43.477771593600004 0.70681500000000008 31.914316944300001 0.022350000000000005 37.995872310650007 71.249517373150013 62.046925192600007 41.529896397300007 71.397382570300024 0.43380000000000013
decision_type=2 2 2 2 2 2 2 2 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 25 -6 28 29 11 26 24 -9 13 17 16 -16 -15 -12 -19 -17 21 22 -20 -4 -8 -3 -10 -25 -7 -1
right_child=1 4 23 -5 5 6 10 8 9 -11 12 -13 -14 14 15 19 -18 18 20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=0.00050400930563681266 -0.016677971241448084 0.0099621554147657099 -0.045334044681194112 0.023597999631621756 0.024728036937013254 0.023948859453391123 -0.00030725690558205872 0.0061886852538924411 -0.0075310108570878966 0.0073227229259811046 0.018700459631495001 0.026703147483563026 0.011445470135521219 0.0025797284798370896 -0.035826399422834318 0.029508587266830567 -0.035076406994887309 -0.03618484166557983 0.018181612227407429 -0.0011237694179435263 0.020173985419008715 0.025318824353984498 -0.035912246392864278 0.0028054631365695267 -0.029358851088885536 -0.033796869119258395 -0.041851881756462074 -0.037130394038579526 0.0054992753583811699 -0.018231337765181412
leaf_weight=298.28195912743104 4.0540052386932057 0.63150355359539334 3.3813686589710414 2.2089234550949186 5.9454861450940362 3.458170514553788 1.8705645379377518 5.6654732174938571 1.4069601364899411 6.1819040053524077 5.6238894686102885 9.1053514452651125 6.4111540223238981 2.530286557972433 2.3866836248198506 3.9479537531733513 6.3423391371034086 1.4775634130928663 0.60207465774146918 2.8932641477440484 2.9332446639891714 0.72620292857754964 1.8571913583436979 1.1658950801938774 3.8706600724253803 2.5725501736160368 1.9503393778577445 1.2438745492836458 12.642119267053202 2.544054436904843
leaf_count=3384 45 46 57 13 25 14 16 45 24 35 26 53 60 22 52 17 86 25 26 43 22 7 56 18 99 63 25 80 113 36
internal_value=0.000459968 -0.00183838 -0.0175619 -0.00247271 0.000919535 0.00219549 -5.32798e-05 0.00103097 0.00951256 -0.00492209 -0.00357729 0.0188347 -0.00109464 -0.00366153 -0.0103974 0.0030062 -0.0243377 0.00556094 -0.00416688 0.0165537 0.0035649 -0.0117291 -0.0226691 -0.0338804 -0.0198935 -0.0251722 -0.0274689 -0.0178086 0.00946205 0.000345566
internal_weight=405.913 80.777 12.0541 6.26293 68.7229 65.5188 59.5734 325.136 24.31 9.5392 43.4731 14.7708 37.7318 31.3207 18.1005 9.2279 8.87263 13.2202 7.59628 6.84122 6.11871 3.18547 2.45927 5.79114 5.74122 3.20405 3.3573 2.40977 16.1003 300.826
internal_count=4633 1031 213 58 818 709 684 3602 182 84 557 98 442 382 220 112 108 162 136 60 111 89 82 155 115 109 49 98 127 3420
is_linear=0
shrinkage=0.027866


Tree=379
num_leaves=31
num_cat=0
split_feature=4 2 3 2 2 4 1 1 2 4 3 2 2 4 4 0 3 3 1 3 1 3 3 4 2 2 3 3 1 3
split_gain=0.680163 1.02304 0.685971 0.66193 3.76552 3.40254 2.49451 3.85456 2.24719 2.21215 2.03442 2.35376 2.00826 2.12382 2.88449 2.24667 1.82546 4.7316 1.73518 1.70371 3.06976 3.27907 2.22938 2.17746 1.80859 1.73356 1.63215 3.65168 1.44148 1.35819
threshold=31.914316944300001 -0.10771499999999999 0.088565000000000019 -0.0025899999999999999 0.048475000000000011 40.636252116050009 59.98487780655001 61.944763783650011 0.075080000000000022 40.148327922700012 0.11458500000000002 0.12419000000000002 -0.031989999999999998 41.489621506400006 40.300545846000013 93.308316333500017 0.098950000000000024 0.08833000000000002 66.859265246100009 -0.10212 76.621056717750008 0.08759500000000002 0.079605000000000023 38.474425342400004 0.26597500000000007 0.23643500000000003 0.082535000000000011 -0.15849499999999997 64.108972578700019 0.12376500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 12 5 9 -6 -8 -9 -5 11 18 29 14 15 -14 17 26 -10 24 23 22 -22 -21 -13 -23 27 -15 -25 -2
right_child=3 2 -4 4 6 -7 7 8 10 -11 -12 19 13 16 -16 -17 -18 -19 -20 20 21 25 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.03546013966277678 0.00085913421100400377 0.015119193127413917 -0.034957488257365027 -0.017594821788546666 -0.026549681302572504 -0.035415754032432085 0.02637828880034725 0.0095334800841627709 -0.0027866029114294029 0.019488830163918846 0.01201363244377282 -0.011428417946575512 -0.01633295733224795 0.027451023901049192 0.028896017152539089 0.017224179632018725 0.011742917522828092 -0.045164783308173966 -0.040678538819736668 -0.0019163315088242061 0.0048585236211414421 0.030888858417207666 -0.038319513933631769 -0.0082315352188916217 0.019494929976097523 -0.00066203492571307622 0.022881929616802753 -0.043598653169501247 -0.038268402286320481 -0.0087436511114167594
leaf_weight=1.2138230377750008 277.66847076796694 1.0380439510336135 0.33528905172715884 3.6453682191204262 2.9385509946150696 5.467437042389065 5.5423189736902705 15.835130112944169 1.7797658499330271 2.5208928063511848 6.2636126917786887 2.6949960581259758 3.2416627248749164 1.2499676083680245 8.1819255594164115 4.3005646867095493 6.843874379992485 2.4179497379809618 3.0185944788390771 4.3076869994402021 2.2210465080570412 3.719606093945913 2.2104064216837287 2.1050372198224068 5.0089500359026715 2.8492725836113095 2.6867728813085705 1.4448534492403249 4.9868745822459459 14.350831718882544
leaf_count=129 3043 50 43 43 106 155 24 121 15 15 52 34 26 13 57 28 32 83 94 28 36 17 51 15 47 32 12 29 89 114
internal_value=0.000455221 -0.0151011 0.00289334 0.000555963 -0.00197728 -0.0179344 0.000857719 0.00214544 -0.000210773 -0.00243427 -0.00395906 -0.00682555 0.00116192 0.00861154 0.0163794 0.00280126 0.000270337 -0.00979652 -0.026624 -0.00366981 -0.00791632 0.0035542 -0.0166787 -0.0189851 0.00867732 0.0172036 0.00609443 -0.0106429 -0.0293528 0.00038722
internal_weight=402.09 2.58716 1.37333 399.502 77.1155 11.6337 65.4818 62.5433 57.001 6.16626 41.1658 34.9022 322.387 30.3676 15.7242 7.54223 14.6434 7.79954 4.79836 30.1039 22.3999 11.0003 4.43145 11.3996 7.70395 6.56888 5.38159 2.69482 7.09191 292.019
internal_count=4633 222 93 4411 974 213 761 655 631 58 510 458 3437 280 111 54 169 137 109 349 268 136 87 132 81 49 54 42 104 3157
is_linear=0
shrinkage=0.0304377


Tree=380
num_leaves=31
num_cat=0
split_feature=0 0 1 4 4 0 4 2 2 0 0 1 2 1 3 3 4 3 4 3 3 2 4 3 2 0 2 0 3 2
split_gain=3.32513 3.78993 3.09768 2.87936 2.37405 4.58528 3.11399 3.79197 3.00711 2.63873 3.79039 3.09593 2.87272 3.66221 2.49903 3.89387 2.38856 2.37526 2.35403 2.68112 5.32747 5.52597 3.00981 3.03393 3.57067 2.77453 2.76969 2.5093 2.8365 2.41773
threshold=93.972365491700018 85.990333302400003 71.830224329350003 37.232443001650005 41.873095646600007 85.823648898300021 41.257948413050009 0.17437500000000003 -0.082654999999999992 85.799452775150016 85.431134011250023 61.076391807500009 -0.087660000000000002 62.186725015400008 0.10787500000000003 0.10385500000000002 48.393869453650005 0.10214000000000002 44.026978245600006 0.08759500000000002 0.092895000000000019 -0.016014999999999998 41.489621506400006 0.10214000000000002 -0.072755 87.525442894850016 -0.097799999999999984 86.780739992750014 0.10131500000000003 -0.14704500000000001
decision_type=2 2 2 2 2 2 2 2 2 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 8 7 14 9 10 11 16 13 -12 15 -1 -6 -10 19 -3 21 25 23 -22 29 26 -21 -24 -29 -25
right_child=2 18 3 -5 5 -7 -8 -9 17 -11 12 -13 -14 -15 -16 -17 -18 -19 -20 20 22 -23 27 24 -26 -27 -28 28 -30 -31
leaf_value=-0.000599407868542263 -0.0009343383497805274 0.0010388281259564806 -0.0016021187308560827 0.00015275282262499886 -0.0034106439458056184 -0.0039126487075318616 0.0014788652329295264 0.0020736989862559542 -0.002475291880062091 0.0028890702320878286 -0.0039537984714898781 0.0018526944316337452 0.0008362724352364608 0.00064998752703628992 0.0010180527091052352 -0.0051009513291398354 0.00014275011277855771 0.00077293797174963152 -0.00087827908989526055 0.00076954526826991481 0.0019973178043446995 -0.0035423333204689712 -0.0015672332394004868 0.00049658407552497072 0.0013526707113565115 0.0009771532510927535 -0.0020888032453407423 -0.00097048210656472725 0.0016894281873222512 -0.00261347361510575
leaf_weight=25.362201138865206 35.973100550472736 90.793200400657952 8.8042283345712331 131.6453885169467 1.9569807592779422 3.3710075467824927 15.06378635112196 6.0320929549634448 8.2530565734487009 2.7463238835334769 5.2587805520743132 9.3251250656321627 2.9782009273767454 2.1479682773351669 7.6877808514982453 1.8175601605325926 11.370922788977621 2.6170239131897679 9.0623277821578068 4.6697331219911602 22.357485044747591 5.1136807873845092 7.1786795929074314 4.5074343914166093 15.10228758305311 10.769998371601103 8.3283906206488627 6.0735487043857566 8.4777124747633916 4.3212626725435275
leaf_count=401 455 463 383 1598 81 38 72 30 189 7 66 105 14 10 38 13 70 21 120 16 90 44 41 20 64 47 52 33 29 23
internal_value=0.000167712 0.000356636 -0.000156484 4.27469e-05 -9.62584e-05 -0.000566539 0.000324123 -0.000101181 -0.000324766 9.09378e-05 -0.00014166 0.000539674 -0.00162788 -0.00261869 -0.000477436 -0.000900434 -0.000379007 -0.00169326 0.000600602 0.000672006 0.000328302 -0.000740716 0.000782226 0.00121041 0.000475251 -0.000137952 -0.00106191 -0.000129888 0.000579209 -0.00102565
internal_weight=479.167 302.745 176.423 140.45 105.989 50.0254 55.9634 40.8996 46.6544 35.7843 33.038 22.653 10.3849 7.40675 34.8675 27.1798 13.3279 10.8701 196.756 187.693 96.9002 28.8818 68.0184 46.2885 23.931 23.7681 12.9981 21.7299 14.5513 8.8287
internal_count=4633 2197 2436 1981 1155 601 554 482 563 353 346 256 90 76 452 414 151 210 1042 922 459 159 300 197 107 115 68 103 62 43
is_linear=0
shrinkage=0.00297089


Tree=381
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 2 1 0 2 1 4 2 4 0 3 4 3 2 2 1 1 0 2 0 0 2 4 2 0 2
split_gain=4.61072 3.96106 2.80257 3.94624 3.40274 4.10954 3.84584 2.8072 2.78105 2.62282 3.73982 2.67033 2.64719 3.23959 3.15656 2.56172 2.43298 5.85887 3.67124 3.33177 3.17945 4.48625 2.62065 4.00621 5.36477 3.05052 2.22134 2.13365 2.11296 2.06052
threshold=93.972365491700018 85.990333302400003 71.830224329350003 37.232443001650005 71.053259929650025 -0.50748499999999985 70.816675614150014 97.886760529650019 -0.61402999999999996 78.27445846800002 42.081757894750005 -0.59614999999999996 39.955516828000007 99.013224486300018 0.091705000000000023 36.558960102350007 0.076130000000000017 -0.09280999999999999 -0.15962499999999999 82.815264250350012 83.116371560950014 104.25302938255003 -0.084259999999999988 101.91675926715001 100.35207663525001 0.26597500000000007 44.279556297950009 -0.088039999999999993 103.57284947555002 -0.156745
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -5 -9 10 12 -11 13 -10 -14 -7 29 18 20 22 -18 -22 -19 24 -24 -26 -3 -21 -25 -13
right_child=2 26 3 7 5 15 -8 8 9 11 -12 16 14 -15 -16 -17 17 19 -20 27 21 -23 23 28 25 -27 -28 -29 -30 -31
leaf_value=-5.7726163914204193e-05 -0.00080704159441529204 0.00058265995477040631 -0.0014379433498678748 0.00062579784062355426 0.0029307918818855601 0.0012490385559717904 0.0013688245925532955 -0.003113730311157685 0.00095868352682994848 0.0022398776957961424 -0.0029887944673502812 0.001575313785192456 0.0015705058981445976 -0.0031088353474613938 -0.0011498826494701271 -0.0025206100427098157 -0.0028569208168802954 0.0023796574473924563 -0.0027820185319581397 0.0016558533235970492 0.0025095433180856888 -0.0026913445695096534 0.0019716783161664582 0.0016859401272815906 -0.0034969101904527159 -0.00024614012508594876 -0.0008465419090702077 -0.0017459124137629142 -0.0004500637026201577 7.9788816133612693e-05
leaf_weight=105.19261218141764 18.101346910931174 187.38149667065591 10.85015080985613 42.110868539661169 1.0361187011003483 1.2002396443858732 6.6807089308276764 1.8417737032286812 1.7686306759715105 3.4446880663745096 3.9950913535431019 9.4139202116057294 5.8733572922646982 3.5118829123675823 4.5450148694217205 11.079720683395861 1.9950500857084987 4.3857810460031059 7.5063291317783278 1.3348396625369723 3.1218020617961884 1.4633397976867852 2.8119010329246539 10.828406281769274 3.858024850487709 3.1498837321996689 6.7687428705394259 6.5063295094296389 3.7438675891607991 13.428673612885175
leaf_count=1155 193 937 383 270 3 12 33 33 15 21 66 77 22 52 33 214 41 12 229 9 10 109 9 40 40 17 105 273 43 177
internal_value=0.000135888 0.000325304 -0.000163184 -1.37433e-05 -0.000757404 -0.00175666 -0.000220475 9.61319e-05 -0.000130246 -7.3414e-05 -0.000871582 0.000130749 -0.000332788 -0.00174648 0.000383736 -0.00215217 3.19663e-05 -0.000267235 -0.00161051 0.000249494 -0.000274119 0.000849689 0.000635398 0.000321775 -0.000888237 -0.00203577 0.000532833 -0.00116681 0.00113716 0.000696127
internal_weight=488.931 299.343 189.588 151.49 38.0981 13.3161 24.7821 140.639 98.5286 96.6868 19.694 76.9928 15.6989 5.28051 10.4184 12.28 73.5481 50.7056 14.0865 36.619 6.58019 4.58514 28.7779 24.3921 9.81981 7.00791 194.15 7.84117 14.5723 22.8426
internal_count=4633 2197 2436 1981 455 229 226 1598 1328 1295 188 1107 122 67 55 226 1086 832 389 443 160 119 161 149 66 57 1042 282 83 254
is_linear=0
shrinkage=0.00245095


Tree=382
num_leaves=31
num_cat=0
split_feature=0 0 1 4 0 4 2 3 2 3 3 0 4 4 0 4 4 0 1 1 2 2 3 0 3 3 2 3 4 3
split_gain=5.78218 5.97598 3.70573 4.39423 3.42071 3.18105 3.06859 5.22168 5.1084 2.7252 4.41311 4.8959 3.32925 3.10541 5.04773 3.07247 2.83063 2.70469 3.47901 5.47759 3.16958 3.21483 3.20305 2.99751 2.67608 4.51719 3.54135 10.9573 3.7612 4.59235
threshold=93.972365491700018 85.990333302400003 71.830224329350003 37.232443001650005 97.886760529650019 44.279556297950009 -0.056184999999999992 0.089505000000000015 -0.10040499999999999 -0.04931 -0.15544999999999998 85.823648898300021 48.109449608500007 41.873095646600007 85.823648898300021 38.983591653800012 38.238138001450004 85.799452775150016 61.917879202350001 61.076391807500009 -0.088039999999999993 -0.102645 0.091705000000000023 85.619326080400015 0.080545000000000019 1.0000000180025095e-35 0.15684000000000003 0.099855000000000027 41.243661560350013 0.087795000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 6 -4 -5 24 7 -2 -9 10 11 15 13 -11 17 -1 -12 18 19 -15 21 22 -20 -22 25 -3 28 -28 -26 -30
right_child=2 5 3 4 -6 -7 -8 8 -10 12 16 -13 -14 14 -16 -17 -18 -19 20 -21 23 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-0.0022395664801913707 -0.0019618312994376086 0.00044585194045406454 -0.0012682619436455477 0.00058021075663713365 -0.00010528658174341347 -0.00076903652143394253 0.00013143173712217243 0.00091873502896157647 -0.0017062082877503564 0.00041174384030857495 0.00012650970462958622 -0.0031350387298349561 0.0023494022131671849 -0.0014822674256499471 -0.0027296924138353277 0.00053526791124782944 -0.0022007458551080075 0.0016110528882016209 -0.0024411117013771054 0.0018118106358544037 -0.0014756706247615508 -0.0027001452091874527 0.0017429234946531589 0.00084109085724406519 0.00086215146091294433 0.0016380312337061847 -0.0029005386989003437 0.00096186085284617122 0.00075682543842149348 -0.00028994748048089577
leaf_weight=1.8372115241363705 13.754039226099851 31.065796174108982 10.426988267921841 44.109637320041656 98.271411169320345 7.7416604813188306 12.833401530981062 7.6242868490517139 5.2258588392287475 46.139864504337311 2.9622708335518828 1.922975368797778 2.7581456154584876 3.2276628147810751 3.4932859726250163 18.210750998929143 8.3380382736213488 3.3080604597926131 1.3671711795032053 6.1032704189419746 3.8353543616831267 5.5232292804867038 1.7378999292850492 5.9729806035757065 68.684632180258632 23.232223674654961 5.1684183217585069 7.5722826197743416 32.36788269225508 38.231238862499595
leaf_count=71 251 133 383 270 1328 105 94 46 64 268 71 22 7 49 36 184 201 10 69 16 53 63 7 28 264 130 56 29 140 185
internal_value=0.000151045 0.000314961 -0.00013101 1.32328e-05 0.00010708 0.000517942 -0.000689903 -0.0010861 -0.000148769 -5.72488e-05 -0.000552149 -1.80024e-05 0.000140026 6.45229e-05 -0.00039892 0.00028098 -0.00159068 -0.000136912 -0.000345155 0.000672356 -0.000860125 -0.00176418 -9.93185e-05 -6.48327e-05 0.000566232 0.000955944 0.000427041 -0.000604968 0.000521442 0.000189971
internal_weight=523.048 330.802 192.246 152.808 142.381 214.064 39.4376 26.6042 12.8501 116.738 33.2712 21.9709 83.4669 80.7088 34.5689 20.048 11.3003 31.0756 27.7676 9.33093 18.4366 8.6283 3.10507 9.80833 206.322 54.298 152.024 12.7407 139.284 70.5991
internal_count=4633 2197 2436 1981 1598 1042 455 361 110 1155 549 277 606 599 331 255 272 295 285 65 220 139 76 81 937 263 674 85 589 325
is_linear=0
shrinkage=0.00204504


Tree=383
num_leaves=31
num_cat=0
split_feature=0 1 0 4 1 0 1 1 4 4 2 1 2 3 0 4 4 1 3 3 1 0 3 4 3 3 0 2 1 0
split_gain=0.767191 1.62351 1.28963 1.29768 2.22858 5.82948 4.37049 3.19882 2.13352 2.73191 4.07387 2.33079 2.10711 3.88744 2.06296 1.87555 3.91239 1.54113 1.38213 4.78433 4.14658 3.59864 3.7491 2.57787 2.31424 3.99818 2.99999 2.89238 2.23952 2.33921
threshold=93.972365491700018 68.327163385350005 93.843319501450011 37.817254840650008 66.859265246100009 90.321439350550008 65.130586668250018 67.254468591300011 38.751720283100006 40.636252116050009 -0.11334499999999999 69.873026810350026 -0.124155 0.10487000000000003 90.767723400200012 37.041406607950009 36.558960102350007 68.20618276945001 0.083395000000000011 0.08574500000000003 62.907231794400012 86.681267041950008 0.08326500000000002 42.283941020600004 0.087795000000000026 0.090235000000000024 87.261973998100004 -0.093604999999999994 61.966271448700006 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=2 -2 3 12 5 6 18 -6 -9 11 -11 -10 13 17 -7 16 -14 -1 21 20 23 22 -5 -20 28 26 27 -26 -21 -30
right_child=1 -3 -4 4 7 14 -8 8 9 10 -12 -13 15 -15 -16 -17 -18 -19 19 24 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.034387564654126665 -0.033053858005036851 -0.0010032934351447695 0.019562140917069031 -0.0019227591637402308 -0.048941218565273975 0.037908382756350598 -0.037803143045779808 -0.041646722438434647 0.031052865053000433 0.0012260700718037271 -0.054798386939267148 -0.0083657598692815603 0.01542154437146771 0.031862571089240024 0.0091754241078375182 0.029783234708941172 -0.02569465583615892 0.018330603126485327 -0.020166143000058548 -0.014852682016984475 0.020612266000593172 0.020986676083557712 0.04610303206855304 -0.064857711572495438 -0.0030507773426916187 0.0012014052726336678 0.009688340753857572 -0.045199847781086662 0.02800627079094482 -0.0021528555905357518
leaf_weight=4.41629018948879 2.1124634090811005 144.8316314353724 5.2878653760999432 45.439140155678615 2.5572736337780979 7.2399589568376523 3.9541675411164752 1.9249087458010787 4.501435421407221 5.4787226864136782 2.4856655288021976 3.5225427728146315 15.484239903278654 2.1868711551651359 6.0367427216842771 6.5681821815669528 3.7963354773819438 0.87531776353716839 3.7484736382029933 3.3167587146163013 1.8638414479792116 14.504833076149223 2.2472993582487097 3.1118469797074795 3.2487773168832055 79.073015414644033 3.2073305696248999 6.3121763542294493 10.256294483318923 5.059360831975936
leaf_count=164 27 2409 35 572 40 35 33 19 15 62 59 33 90 16 38 31 25 8 22 26 64 122 6 33 29 452 15 73 57 23
internal_value=0.000628891 -0.00146405 0.00182229 0.00145066 0.000435647 0.00161085 -5.33982e-05 -0.0109671 -0.00554592 -0.00119959 -0.016259 0.013748 0.00812327 -0.00884418 0.0248439 0.0130322 0.00732579 -0.0256671 0.000769522 -0.00151902 -0.0273954 0.00515582 0.000340533 -0.0404383 0.000524446 -0.00184175 -0.0206877 -0.0308777 0.0121877 0.0180435
internal_weight=404.65 146.944 257.706 252.418 219.091 198.62 185.343 20.4705 17.9133 15.9884 7.96439 8.02398 33.3272 7.47848 13.2767 25.8488 19.2806 5.29161 181.389 119.198 8.72416 62.1913 47.6864 6.86032 110.474 91.8413 12.7683 9.56095 18.6324 15.3157
internal_count=4633 2436 2197 2162 1828 1600 1527 228 188 169 121 48 334 188 73 146 115 172 1494 794 119 700 578 55 675 569 117 102 106 80
is_linear=0
shrinkage=0.036296


Tree=384
num_leaves=31
num_cat=0
split_feature=4 3 2 3 1 4 4 3 3 3 1 4 3 2 2 2 2 0 3 0 4 4 3 2 3 4 4 2 2 1
split_gain=0.675522 1.31328 1.51182 0.928993 1.89802 0.911584 2.61828 1.46784 1.62229 2.66565 1.11655 3.33546 1.72714 1.64696 1.46145 1.31903 1.14662 1.00986 0.956675 0.955746 1.02505 1.72902 1.4008 1.33581 1.48277 0.916006 1.47796 1.25433 0.913017 0.985467
threshold=49.292797572200008 -0.25098999999999999 -0.15734499999999998 -0.17949499999999999 87.143681840350013 47.74983977685001 46.095286511800005 -0.23921499999999998 -0.15544999999999998 1.0000000180025095e-35 83.75622459600001 44.749265482150008 -0.225495 0.20852500000000004 -0.17605999999999999 0.22387500000000005 0.70681500000000008 93.047535894850014 0.074735000000000024 75.994645973400011 44.578137159850009 44.749265482150008 0.08326500000000002 -0.098419999999999994 -0.16179999999999997 41.243661560350013 41.404176814550006 0.11061500000000003 -0.5340649999999999 64.724629490550015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 10 -7 -9 -10 16 12 14 -14 -12 -15 19 -11 -8 25 -21 -22 23 24 -23 -1 -27 -28 29 -24
right_child=1 2 -4 4 -6 7 18 8 9 17 11 -13 13 15 -16 -17 -18 -19 -20 20 21 22 28 -25 -26 26 27 -29 -30 -31
leaf_value=-0.027554121040617156 -0.039808198760482236 0.027354789286134541 -0.022634090088205834 -0.021228408232103941 0.016179633806044195 -0.0092334686185010922 -0.010656612761229943 0.030785150295717732 -0.022264337749790843 0.028992723309388603 0.028326473790757319 0.027034281228171708 -0.034870655382467024 0.040764721841493684 -0.034022279583802696 -0.034321709483464205 0.019181784046510005 0.0071590039619236949 -0.038523718339756548 0.0012402720054513327 -0.042086091156461669 0.012749756051243266 0.03711511168488961 0.019557848729775288 -0.033470964677269781 0.038660041431093174 -0.032529521421932384 0.026162353288637079 -0.0407294480411768 -0.031810263891477827
leaf_weight=2.2660032635321832 1.0899395970627654 1.386104207485914 2.8553555802209294 2.5033088889904311 2.825422105146572 4.1966040767729309 2.910741875646635 3.3827679641544846 2.535801474936302 2.9570076838135702 1.1524531042668966 1.8999430187977848 4.8474955274723452 0.56247751973569382 0.54042581084649999 0.3861038142349571 3.342375284060835 6.9346700557507575 2.0578539811540395 338.38691163412295 1.3490544918458889 1.3169887661933899 0.38937413692474399 2.8512947270646696 1.4025441138073798 0.69439757615327868 1.2205379157094283 0.50326384790241707 1.3574930753093211 0.42409143224358559
leaf_count=224 19 5 207 46 37 33 66 14 38 12 30 12 556 2 54 59 37 66 64 2658 28 9 1 22 85 4 160 3 24 58
internal_value=0.000496676 -0.00727264 -0.0035672 0.00454064 -0.00139376 0.000709111 0.000357299 0.00721297 0.0115784 0.00635037 0.000664431 -0.00998369 -0.0193751 -0.0274941 0.00842258 0.0102021 0.000945648 0.013686 -0.0221984 0.000772569 0.000961784 -0.00940432 -0.00370932 0.00459752 -0.0110876 -0.0132636 0.000127571 -0.0153944 -0.0250252 0.00118162
internal_weight=400.529 10.6601 9.57019 6.71484 5.32873 389.869 369.862 20.0069 15.8102 12.4275 364.893 9.3889 7.48896 5.79608 1.69288 0.948581 355.504 9.89168 4.9686 352.162 347.478 9.09084 7.74179 5.57083 2.71953 4.6842 2.4182 1.7238 2.17096 0.813466
internal_count=4633 314 295 88 83 4319 4156 163 130 116 4026 713 701 617 84 61 3313 78 130 3276 2885 227 199 116 94 391 167 163 83 59
is_linear=0
shrinkage=0.0312825


Tree=385
num_leaves=31
num_cat=0
split_feature=1 0 4 0 0 1 0 2 2 2 4 4 1 3 4 4 1 1 0 2 2 0 0 0 3 2 4 4 1 3
split_gain=3.50239 3.31958 3.65874 2.63088 3.13305 4.07869 2.57062 2.62196 3.36675 2.61794 2.36753 2.91431 5.26173 3.70186 2.31137 3.28953 2.59523 3.56782 2.80779 2.10912 3.98068 3.33448 3.25138 3.55289 2.05127 3.78856 2.11059 1.82572 2.58296 2.12778
threshold=70.128430332750014 85.990333302400003 44.279556297950009 95.44832900530001 97.886760529650019 78.196493182200015 122.35979489110001 -0.61402999999999996 -0.59614999999999996 -0.50748499999999985 42.081757894750005 39.955516828000007 72.62331947780001 0.091705000000000023 44.202975721700007 43.968221017800005 71.053259929650025 70.816675614150014 93.972365491700018 0.17437500000000003 0.0027500000000000003 85.931187223550012 67.058211147750015 85.866664228400012 0.076130000000000017 -0.083330000000000001 40.00488309970001 37.232443001650005 78.473404369650012 0.075320000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 -3 14 24 10 7 -7 -9 -10 11 12 -6 -13 15 16 17 18 -2 20 21 -1 -22 -24 26 -26 -5 28 -11 -29
right_child=3 2 -4 4 5 6 -8 8 9 27 -12 13 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=0.00010628210420115947 0.00051915562640428856 0.00053815644281881116 -0.0009646684934951033 0.00055917542631432333 0.0024207566616038611 -0.0028210517775398777 -0.0024434472196436063 0.0021278679690625892 -0.0025306037973818127 0.0020354906010072891 -0.0021888050755916539 0.0014324293158988937 -0.0023889701073743922 -0.0013077067187710991 -0.0024120802099707123 0.0023622464485118086 -0.0017361048099774961 0.0015787320981825676 -0.0019147187511136113 0.0011340779818739054 0.0028844877903081009 -0.0019275496964018472 -0.0030126200655922674 0.001500917816581987 -6.056662975398199e-05 0.0013223641856835904 -0.0016460626860290756 0.00079507947435222533 -0.0024535720834793218 -6.1500006284341717e-05
leaf_weight=91.981679826509207 4.2604080140590757 186.45553794316947 8.8196099791675788 4.6799450889229757 1.4192316383123449 1.5711079174652685 2.1237679593032217 4.2524089068174353 1.9995420130435366 0.86292625358328168 6.5353682134300461 5.7642735131084901 7.0842966213822365 4.6147855408489704 3.7370187025517216 1.9394331295043219 8.4270765818655473 4.3625704422593108 5.8433669926598668 7.6243086103349915 0.71058973483741183 4.3904649689793578 5.387461569160223 1.0900143310427663 18.854776047170162 22.68960640206933 4.3560239560902119 21.460951235610992 2.9241644508438185 50.660452826647088
leaf_count=897 23 914 87 21 3 44 179 30 96 4 103 22 114 34 185 11 164 17 99 45 4 42 156 4 118 92 34 179 192 720
internal_value=0.000140337 0.000291227 0.000470281 -0.000102499 1.00949e-05 -0.000203775 3.37358e-05 9.65671e-05 0.000152359 4.4531e-05 -0.00100602 -0.000596657 -0.00158623 0.000214097 -0.000740364 -0.000488793 -0.000730321 -0.000144422 -0.000888439 -2.32491e-05 -0.000108454 1.3626e-05 -0.00174521 -0.00225309 0.000480593 0.000694726 -0.000503917 0.000112364 -0.00143069 0.00019339
internal_weight=496.883 306.46 195.275 190.424 161.854 111.273 85.8553 83.7316 82.1604 77.908 25.418 18.8826 8.50353 10.3791 28.5699 24.8329 22.8934 14.4663 10.1038 111.185 103.56 96.3721 7.18807 6.47748 50.5804 41.5444 9.03597 75.9085 3.78709 72.1214
internal_count=4633 2149 1001 2484 1985 1720 1444 1265 1221 1191 276 173 117 56 499 314 303 139 122 1148 1103 939 164 160 265 210 55 1095 196 899
is_linear=0
shrinkage=0.00227998


Tree=386
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 3 2 3 0 3 3 2 2 1 3 1 1 3 2 2 4 3 3 2 3 4 3 3 4 3
split_gain=3.36292 3.38418 2.20817 5.27907 3.31503 5.44872 4.27168 3.44144 2.87527 3.56895 4.03948 3.68915 7.20036 3.2011 2.83062 2.62293 4.09045 7.09071 4.01395 2.21342 2.20298 2.5119 3.72672 2.7796 9.2373 3.10896 4.2228 4.06081 3.1747 3.03513
threshold=93.972365491700018 85.990333302400003 -0.057599999999999998 -0.068964999999999985 71.830224329350003 0.089505000000000015 -0.11963999999999998 0.092385000000000023 100.19345760555002 -0.21029499999999998 0.082685000000000022 -0.14510999999999999 -0.59496499999999986 75.424692849750016 -0.22831499999999999 83.116371560950014 83.602982482550019 0.080110000000000028 -0.094409999999999994 -0.16164499999999998 44.279556297950009 0.080545000000000019 0.079220000000000027 0.15684000000000003 0.099855000000000027 41.243661560350013 0.08759500000000002 0.08574500000000003 43.157831852650006 0.11636500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 -8 9 -6 19 12 -12 -13 -4 18 -17 -18 -10 -11 21 22 -3 25 -25 29 27 -27 -28 -23
right_child=2 20 14 -5 8 6 7 -9 15 10 11 13 -14 -15 -16 16 17 -19 -20 -21 -22 23 -24 24 -26 26 28 -29 -30 -31
leaf_value=-5.9325543200071612e-05 -0.0024883988649216479 0.00075548865584739746 -0.0020698698992358314 -0.0037944657657911071 0.0026690312939409498 0.0018622601854205133 0.00089198294900568029 -0.00336209219569974 -0.0021691891052628394 -0.00031239406566397297 0.0014660526532794347 -0.00020407370482923004 -0.0035573130518710984 0.0020372906861103315 0.00037164139450366625 0.0033649120227931808 0.00068737295381451511 -0.0031732652753193548 0.00014756393385713238 -0.0038158158892743045 -0.00097433958711112476 0.001195494305600146 0.0026471237544111728 -0.0039808090358006551 0.0010841032505670672 -0.00012852845930182719 -0.00083149720455163491 0.0019351598716750313 0.0013809108168810951 -0.00065278756778908262
leaf_weight=106.13130746758543 11.875775854103269 37.377553979866207 3.7640571219380936 3.2946732647251329 5.0330655965954056 5.6235241256654263 2.5486153662204725 3.2413572836667299 12.755598227959128 2.8604913940653205 4.532913307659328 7.4803169686347308 4.0569356959313136 13.24740858376026 66.628935292130336 2.6547478288412121 14.514223750389649 4.7334999252343541 10.01748847030103 2.567411665339022 6.8701100309845051 55.114556930959225 9.8794541582465154 4.407978901639579 6.9790990054607391 14.207485288381578 31.435658399015665 14.40999132581055 5.7575576622039071 7.5831990698352447
leaf_count=1155 248 179 80 65 25 29 17 58 255 41 24 49 53 45 697 8 317 288 62 75 105 227 84 56 29 73 168 62 22 37
internal_value=0.000155969 0.000333927 -0.000138439 -0.000379043 -0.000274603 -0.00118954 0.000161917 -0.00148954 -2.22965e-05 0.000513318 0.000201051 0.000602914 -0.000906454 0.00122842 0.000241089 -0.0004992 0.000177561 -0.000262055 -0.00115009 -0.00196952 0.000549038 0.000604959 0.00115095 0.000420523 -0.000876543 0.000535455 0.000119609 0.000910617 -0.000489014 0.000971947
internal_weight=481.585 300.154 181.431 111.038 107.743 23.2893 11.4135 5.78997 84.4541 39.7785 34.7455 29.3176 8.58985 20.7277 70.393 44.6756 21.9025 19.2477 22.7731 5.4279 194.023 187.153 47.257 139.896 11.3871 128.508 65.8107 28.6175 37.1932 62.6978
internal_count=4633 2197 2436 1659 1594 352 104 75 1242 312 287 171 77 94 777 930 613 605 317 116 1042 937 263 674 85 589 325 135 190 264
is_linear=0
shrinkage=0.00273913


Tree=387
num_leaves=31
num_cat=0
split_feature=1 0 4 0 0 3 3 0 1 1 0 2 0 1 0 4 2 1 2 1 1 0 2 3 0 4 2 2 4 1
split_gain=0.683412 1.55218 2.96731 2.55904 2.23869 1.16004 2.61012 1.9556 3.77111 1.46434 4.47189 2.37212 2.30263 3.94112 2.42912 1.66629 3.47604 5.09755 2.71357 3.48869 3.03132 2.53405 2.37299 2.2065 2.14796 1.61572 2.36716 2.33153 1.7603 1.62
threshold=70.128430332750014 94.625660817400004 39.065416244600009 94.165934477050016 91.886121982450007 0.42293500000000012 0.12001500000000002 86.692020874450009 61.966271448700006 68.20618276945001 91.625341543800019 -0.053874999999999999 90.321439350550008 66.52858489605002 89.861713010250014 38.396531328800009 -0.09715 65.571493801650021 -0.0025899999999999999 62.132955852800002 61.076391807500009 85.431134011250023 0.063030000000000017 -0.11223 67.058211147750015 40.165165956550005 -0.057599999999999998 -0.090369999999999992 40.518963363600001 62.084563606450011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 9 8 -8 10 12 -12 14 -14 15 16 17 23 25 20 24 -18 -22 -1 -20 26 27 -17 -27 -30
right_child=1 -3 3 -5 -6 -7 7 -9 -10 -11 11 -13 13 -15 -16 18 21 -19 19 -21 22 -23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.032951232221925766 -0.031560675097973362 -0.00023095717417721733 -0.030739962202370432 -0.024618682464632741 0.020786870989444393 0.012793388990550006 -0.004535206647001429 0.0013648384457394015 -0.045638837347595149 0.0083489599599050456 -0.040549207760505628 -0.0069548824323092742 0.022668741738111245 -0.010407152046172432 -0.018073245870529411 -0.0051354638790538079 0.00095207544739678187 -0.070727241936325319 0.029261777560057215 -0.034877579312419853 -0.0075696813218837774 0.028243021025875472 0.022651152721752003 0.0090991351747654204 -0.040269668498311109 0.018603298656062736 0.011167404886158715 -0.032852172159441653 -0.00039838371906846171 0.0065433448322838412
leaf_weight=1.2462380736833436 3.9874180776532722 133.65424288157374 0.86183337634429324 2.4563913330202922 4.0181429892545566 7.2907913252711287 4.7827451173216087 5.9418559148907661 3.0935561573132873 25.420100875198841 3.1160391960293055 4.0917265210300675 10.254913881421087 4.3043655119836322 5.5041498765349379 8.5346900545991957 4.374785021878778 0.89035762846469868 0.44351677130907718 3.8741630325093857 5.2191683743149024 8.2882977798581106 3.7634891457855701 6.6759684459539148 2.3824730230262503 5.6787983672693363 4.5124473869800559 3.6451632305979738 79.135630454169586 44.038495052605867
leaf_count=106 56 2227 55 85 61 28 30 28 33 142 46 40 52 45 37 51 48 7 4 44 33 39 18 85 134 32 18 21 658 370
internal_value=0.000487363 -0.00110469 -0.0114173 -0.000469064 0.0116869 0.0013872 0.00105351 -0.0112003 -0.0206794 0.00177283 0.00097671 -0.0214783 0.00177492 0.01289 0.00091508 0.00148712 0.00907817 -0.00491254 0.000475993 -0.0109894 -0.00315221 0.0188147 0.00509203 0.00248421 -0.0293573 0.00171142 -0.0067809 -0.0134305 0.00281156 0.0020835
internal_weight=401.482 144.978 11.3238 7.33637 4.87998 256.504 249.213 13.8182 7.8763 235.395 209.975 7.20777 202.767 14.5593 188.208 182.704 21.4756 8.81256 161.228 15.6828 11.8086 12.6631 8.98266 7.92221 2.82599 145.545 16.6923 12.1799 128.853 123.174
internal_count=4633 2484 257 201 116 2149 2121 91 63 2030 1888 86 1802 97 1705 1668 285 198 1383 233 189 87 51 191 138 1150 90 72 1060 1028
is_linear=0
shrinkage=0.0290103


Tree=388
num_leaves=31
num_cat=0
split_feature=1 4 2 4 4 3 1 4 4 2 0 0 1 4 0 1 0 0 2 2 1 1 2 4 3 3 4 2 2 2
split_gain=0.604283 0.573706 0.902157 0.51943 2.88939 2.77122 2.17598 1.60527 1.28058 2.36761 1.77977 1.27871 1.69143 1.21451 1.17165 1.1363 1.68483 1.95155 0.989948 3.68843 2.31287 5.74322 1.91338 2.19893 5.44164 1.82327 2.48333 1.86652 4.5292 1.8377
threshold=93.840631043300007 31.914316944300001 -0.10771499999999999 36.558960102350007 37.041406607950009 0.090465000000000031 71.397382570300024 34.424709467050008 37.765550062200006 0.19977000000000003 91.109157582800023 97.32487278035002 75.981203682750007 36.257608591500009 94.165934477050016 61.740440965750004 89.474575039450016 88.350799540950007 -0.0025899999999999999 0.04932000000000001 61.987779113750001 62.132955852800002 -0.017745 41.835830569250014 0.098510000000000028 0.094595000000000026 38.983591653800012 -0.053874999999999999 -0.036264999999999999 -0.075639999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 5 14 13 -8 9 10 -6 -12 -13 15 -5 -3 17 -17 22 20 -20 -22 25 -24 -25 -10 29 -28 -29 -27
right_child=-2 3 -4 4 8 -7 7 -9 18 -11 11 12 -14 -15 -16 16 -18 -19 19 -21 21 -23 23 24 -26 26 27 28 -30 -31
leaf_value=-0.030654755909047801 -0.014073873369949325 0.018430711599842754 0.002183322749082112 -0.051637454805828639 0.015454036834600289 -0.0020705395760359695 -4.1177189975933472e-05 -0.03052281528923181 0.0018296257626001606 0.029395412342547944 -0.025235135385975941 0.021826499576300309 -0.016782567058975129 0.024593385365258222 -0.0181756753806195 -0.035640721563996863 0.0062801798456691904 0.0059839680261476154 -0.040184213366003897 0.0002152841889353935 0.016958388998615386 -0.02863231469523252 0.020050677981402025 -0.034923969472579038 0.024994536094541182 -0.038359465215355278 0.00032437009331909229 -0.036005288187376618 -0.0013385979120786292 -0.0041861753432798771
leaf_weight=1.0603090164368043 2.0091274088190394 3.7783205485902824 1.3106501541333262 1.5805052518844598 4.0410723723471147 3.8791478269267827 3.1740595228038719 1.956580479047261 199.76089944737032 3.0152646154165259 1.9039192874915896 1.5631060823798182 1.6176546930801121 2.5516597293317309 1.3673491391818968 1.597602484282109 14.328655235935001 1.5593583807349203 2.3524273504735893 50.269932606373914 3.2314246390014869 4.828395928721875 7.4978259827475977 2.0425510250497609 2.2117074280977249 2.3416836345568299 55.552195664378814 3.6137146092951289 9.8029297618195397 2.0833105230703941
leaf_count=110 387 40 67 22 31 39 64 95 2169 11 22 6 42 14 26 54 77 10 90 535 15 93 44 35 8 34 384 32 56 21
internal_value=0.000405554 0.000479039 -0.0125021 0.000557254 0.000286274 -0.0167713 0.00397005 -0.0116654 0.000611804 0.00906093 0.00234216 -0.00807857 0.0021909 0.00733843 -0.0361164 0.00526784 0.00242359 -0.0150805 0.000314975 -0.00275462 -0.0170932 -0.0103536 0.000968767 0.0114263 -0.00377349 0.000518846 -0.00304879 -0.00181554 -0.0106759 -0.0222705
internal_weight=397.883 395.874 2.37096 393.503 364.557 6.827 28.9462 5.13064 357.73 12.141 9.12575 5.08468 3.18076 23.8156 2.94785 21.2639 17.4856 3.15696 345.589 60.6822 10.4122 8.05982 284.907 11.7521 4.25426 273.155 73.3938 68.9688 13.4166 4.42499
internal_count=4633 4246 177 4069 3715 87 354 159 3628 112 101 70 48 195 48 181 141 64 3516 733 198 108 2783 87 43 2696 527 472 88 55
is_linear=0
shrinkage=0.0264688


Tree=389
num_leaves=31
num_cat=0
split_feature=0 0 1 3 0 0 3 4 2 1 0 1 3 2 2 4 4 3 1 2 2 1 1 0 4 2 2 2 2 3
split_gain=4.43836 7.1253 3.76319 3.94717 4.77064 3.34947 3.28998 3.03991 3.01202 2.38923 3.08292 2.82864 2.61923 4.79513 3.39207 2.47877 4.12323 3.1595 2.43594 2.49764 4.31771 6.44284 2.6815 5.74506 2.58617 2.27929 2.24735 2.73439 3.05414 2.60197
threshold=93.972365491700018 85.705356740550016 61.917879202350001 -0.17949499999999999 85.619326080400015 85.121961326250016 0.091510000000000022 43.968221017800005 0.63131000000000015 71.830224329350003 97.886760529650019 78.196493182200015 0.090465000000000031 -0.047144999999999999 -0.10040499999999999 42.081757894750005 39.955516828000007 0.091705000000000023 89.89935142405001 -0.15962499999999999 -0.09280999999999999 89.541786492700012 81.573196594050017 104.86330937810001 42.388109226950007 -0.079369999999999996 -0.07490999999999999 -0.017745 -0.013285 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 7 26 -6 -5 9 12 -11 15 13 -2 -14 16 -12 -18 19 -13 21 -21 -22 -24 -25 -16 29 -28 -29 -1
right_child=8 -3 3 4 6 -7 -8 -9 -10 10 11 18 14 -15 25 -17 17 -19 -20 20 22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.00038652416817927033 -0.0015716428519635148 0.00040620062322781333 0.0005942646729419159 -0.0021117738274875936 -0.0011330336711900784 0.00099637364806192731 0.0010422401604416466 8.6673160714293851e-06 0.0010841609182088939 0.00035595896933823123 -0.0016686212912362859 0.0006561157722722136 0.00098048765878996176 0.00024084720967797296 -0.0021642573567263955 -0.0021586422942136596 0.001082623838377252 -0.00094287342489853855 -0.00095378187495275858 -0.0017423737019560414 0.00046126254288096408 0.0012135383290757516 -0.0022226233092212336 -0.0018939326744461149 0.00078515636470336263 -0.00010675841312789124 -0.0029340836148181258 0.0021593008913715988 -0.00093709545847819463 0.00063111372297051688
leaf_weight=17.819083839189261 14.099108253605662 239.49417352839373 5.8394376793876317 11.538034294266255 4.4652977436780912 10.336025796830652 4.5441048666834831 2.7030713614076367 6.7090561664663246 44.076654549688101 6.2619476958643707 16.713585388381034 6.6132313394919029 7.1136361202225116 2.5532885100692502 3.6621628422290078 5.6575014665722829 4.4619629047811031 8.8406491897767392 10.008799926377831 27.931114424020052 3.137213595211505 4.3174420786090186 1.4030034302268157 6.9423738196492195 5.5026989402249447 1.7664213087409733 1.2216257154941557 6.6419209977611882 14.981137159280477
leaf_count=241 262 1217 38 261 36 37 16 71 64 282 112 183 41 51 39 65 22 34 597 243 165 17 82 80 38 59 18 3 166 93
internal_value=0.000121452 0.000249522 -0.000208887 -0.000728616 -0.00106086 7.76397e-05 -3.5883e-05 -0.0017093 -9.98064e-05 -0.000144109 -4.01879e-05 -0.00021596 -0.000559465 -0.000963829 2.52746e-05 -0.000820025 -0.000520769 0.000189524 -6.32677e-05 4.84758e-05 -0.000140505 -0.00103696 0.000149805 -0.000537194 0.000334755 -0.000758868 -0.000146165 -0.000910604 -0.000456061 7.82707e-05
internal_weight=507.356 321.35 81.8562 29.0899 23.2505 52.7662 9.0094 14.2411 186.005 179.296 143.414 99.3378 35.882 21.2127 14.6692 20.0436 16.3814 10.1195 79.2942 70.4535 53.7399 13.146 40.5939 12.6628 8.34538 8.05599 42.4302 9.62997 7.86355 32.8002
internal_count=4633 2197 980 422 384 558 52 332 2436 2372 1920 1638 452 313 139 233 168 56 1405 808 625 260 365 200 118 98 521 187 169 334
is_linear=0
shrinkage=0.00179978


Tree=390
num_leaves=31
num_cat=0
split_feature=1 0 1 1 3 0 3 4 0 4 4 2 2 4 3 1 0 0 4 2 4 2 3 3 3 3 0 0 3 3
split_gain=3.0342 3.48787 3.40747 2.2921 2.86778 3.81647 2.69309 2.42388 2.04699 1.7716 1.83581 3.01302 5.87944 3.21654 2.80311 2.73723 7.34552 2.74398 3.2048 3.34881 4.22096 3.80437 3.29556 3.79262 2.75379 2.73433 2.72095 2.67819 2.42663 2.28011
threshold=70.348883899450016 85.705356740550016 70.74946416085001 61.917879202350001 -0.17949499999999999 85.619326080400015 0.091510000000000022 43.968221017800005 85.121961326250016 37.232443001650005 42.580420142950011 -0.156745 -0.096559999999999993 43.067541470150012 -0.222165 71.053259929650025 96.082805124100005 102.75018128760001 41.835830569250014 0.70681500000000008 41.319407281650008 0.22387500000000005 0.098510000000000028 0.11296500000000002 0.097005000000000022 0.090850000000000028 101.80384402570002 110.98492854115001 0.086255000000000026 0.08376500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 8 -5 7 -7 -6 -1 -4 15 27 -13 -14 -15 -11 -17 18 19 20 21 22 26 -24 -23 28 -18 -12 -19 -16
right_child=2 -3 9 4 5 6 -8 -9 -10 10 11 12 13 14 29 16 17 25 -20 -21 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00013953503786891372 -0.0030703215132511404 0.00048672556398520302 -0.0010605899647524531 0.00094240569853433259 -0.0031715305151765088 -0.0015880807184192121 0.0015411774948466406 2.3278733918647819e-05 0.0013104042804990635 0.0022710028291725803 0.00078214825444794262 -0.0030328439208214858 -0.0029369310679515336 -0.0033971780687083344 0.0010711520630831684 -0.0027428318337964111 0.00057273163412660077 -0.001282709771992919 0.001707844751578583 0.0030009842810400536 -0.0023992121517324803 -0.0037214056570734986 -0.0029275101309067949 0.00076705969178214519 0.00023836922123708661 -0.0031992793039966076 0.0024339997688134518 -0.0021285506496512359 0.0013655351122973873 -0.00075222984569792855
leaf_weight=38.222296543885022 2.9887518889736375 237.05790940858424 13.152027284493668 5.1190840015187886 8.4714011098258215 4.1546012721955758 4.2980711609125137 2.3247486893087617 9.2988261654973012 4.7992782145738593 18.918758022598926 7.7614126787520936 3.1155719556845751 1.6728570200502897 12.88404160924256 6.3887264225631943 27.492702713236213 6.2749170248862338 14.723898556083439 3.2259631156921378 4.7563203498721114 2.8648839481174937 3.9540583863854391 4.6374523639678955 2.549701601266861 2.8765385583974412 7.7292903736233702 2.7857692695688447 4.6108289491385221 8.9117152683902514
leaf_count=521 91 1230 422 38 254 36 16 71 37 17 191 320 47 30 106 111 138 252 58 22 38 35 39 36 13 105 30 67 79 183
internal_value=0.000161209 0.000324558 -0.000137274 -0.000210196 -0.000901296 -0.00139161 3.10533e-06 -0.00248359 0.000144186 -8.44934e-05 -5.51358e-07 -0.000399778 -0.000910605 -0.000291004 6.02556e-05 0.000230411 0.00012406 0.000337789 0.000554712 0.000257938 9.40205e-05 0.000334912 0.000605765 -0.000933287 -0.00185677 -0.000796052 0.000981178 0.000408561 -0.000161004 0.000325619
internal_weight=478.022 308.947 169.075 71.889 24.3679 19.2488 8.45267 10.7961 47.5211 166.087 152.935 56.0501 34.3456 26.5842 23.4686 96.8846 92.0853 85.6966 71.9343 57.2104 53.9844 49.2281 43.8135 8.59151 5.41459 13.7623 35.222 21.7045 10.8857 21.7958
internal_count=4633 2203 2430 973 415 377 52 325 558 2339 1917 944 686 366 319 973 956 845 409 351 329 291 243 75 48 436 168 258 331 289
is_linear=0
shrinkage=0.00277154


Tree=391
num_leaves=31
num_cat=0
split_feature=1 1 0 3 3 4 0 4 4 2 0 2 0 0 1 4 2 1 1 3 3 1 3 0 4 1 0 3 4 4
split_gain=4.08506 4.22423 3.77609 2.40664 2.54007 2.07668 4.79004 2.99955 4.60016 3.85584 2.59245 2.50778 2.71185 3.8707 3.24224 2.76188 2.66898 3.71205 2.25821 2.40687 2.10507 2.06009 4.74316 3.4625 4.13089 1.8873 4.734 5.53397 2.25675 2.27196
threshold=70.348883899450016 70.74946416085001 85.990333302400003 0.4149000000000001 0.18642000000000006 41.873095646600007 85.823648898300021 41.243661560350013 40.806664626150003 0.17437500000000003 75.381677519650012 -0.082654999999999992 85.799452775150016 85.431134011250023 61.076391807500009 48.393869453650005 -0.087660000000000002 62.186725015400008 61.923256118600001 0.083745000000000028 0.10214000000000002 58.309968391300011 -0.086715 85.732241321850012 38.110427674550003 71.053259929650025 95.550490414250007 -0.089139999999999997 36.772607578000013 34.515670600900002
decision_type=2 2 2 2 2 2 2 2 2 2 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 25 7 11 8 9 10 -1 12 13 14 15 -7 17 -15 -16 -20 -13 -12 -23 24 -24 -3 27 -27 29 -28
right_child=1 3 -4 -5 -6 6 -8 -9 -10 -11 21 20 -14 16 18 -17 -18 -19 19 -21 -22 22 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0028459768365421442 -0.0030766793513507815 0.0011729266188614707 0.00056213806506026968 -0.0032223674717302047 0.0019821530286049014 -0.00314107149230576 -0.0035798507547212493 0.001253806337244551 -0.0034569259968176762 0.0021649965737065859 0.002003750717940117 -0.0021171317179641698 0.002657051923442831 -0.0035907916473703993 0.0030453852073991845 0.00015940945498656628 0.00069105340056164642 0.000579049565303306 0.0021683362102327308 -0.0015759753870500123 0.0006881573285999926 -0.0038287169471085615 0.00053845776128887547 0.0013056401887625046 -0.0027458203632450798 0.00027218289908125253 -0.00028740002145256834 -0.0029882414282276838 4.5038591000817266e-05 -0.0031658750264678664
leaf_weight=2.6066003532614586 3.6330990951973936 7.8634203467518082 205.28631416708231 1.8233732477528963 4.3309467249782747 2.2104179970920113 3.4083810858428469 16.937403313349932 2.8396710380911818 5.8569738287478676 3.3301130756735828 7.9143764716573042 2.8173282444477072 5.3424180876463652 4.7087718993425351 12.593730866909025 2.9670824855566007 2.2502138167619705 2.7462218627333641 2.3737539649009705 2.6474577002227306 2.5048108994960847 6.5606294902972859 9.9833075962960702 5.0086277183145285 6.6935918917879471 5.2923924049828184 9.1229605886619503 137.17464850307442 3.3026920130942017
leaf_count=198 91 51 1055 39 36 81 38 83 45 27 15 189 7 66 12 70 14 10 19 74 21 45 50 32 52 64 201 297 1522 129
internal_value=0.000157747 -0.000170077 0.000345536 -0.000109942 -7.72854e-05 -6.76791e-05 -0.00045905 0.000298026 -0.00012038 0.000143899 -0.000250762 -0.000240057 8.61336e-05 -0.00011968 0.000471656 -0.000333388 -0.0014991 -0.00235498 0.00168422 0.000432376 -0.00141395 -3.76296e-06 -0.000281651 0.000130585 -0.00088339 -0.000129922 -0.000193324 -0.00160842 -3.97805e-05 -0.00139346
internal_weight=492.132 179.237 312.895 175.604 173.781 107.608 51.9802 55.6281 38.6907 35.8511 29.9941 48.5718 38.0099 35.1926 24.6329 14.8041 10.5597 7.59263 9.82875 5.11998 10.5618 27.3875 24.0574 21.5526 11.5693 169.45 161.586 15.8166 145.77 8.59508
internal_count=4633 2430 2203 2339 2300 1148 601 547 464 419 392 563 353 346 256 151 90 76 105 93 210 194 179 134 102 2264 2213 361 1852 330
is_linear=0
shrinkage=0.00272331


Tree=392
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 3 3 2 4 2 3 2 0 1 1 4 0 2 1 3 2 4 1 2 2 3 4 0 4 2
split_gain=3.77576 3.78806 3.50576 4.82766 2.67916 2.7519 7.31826 5.41717 3.29769 3.31828 4.43377 3.29191 2.78495 2.55772 2.84923 5.52468 4.64102 3.40027 3.18343 3.44233 2.73296 4.99363 2.58559 2.53166 3.03641 3.44949 2.42651 5.16949 4.00061 3.95423
threshold=70.182199495350019 85.990333302400003 96.631250582750013 97.886760529650019 44.279556297950009 0.08759500000000002 0.092895000000000019 -0.079789999999999986 41.489621506400006 -0.072755 0.10249000000000003 -0.11963999999999998 89.711159354950013 78.196493182200015 81.339300736700025 44.749265482150008 102.75018128760001 -0.18437499999999998 83.602982482550019 -0.15544999999999998 -0.078504999999999991 40.00488309970001 80.677940036650014 0.075080000000000022 0.048475000000000011 -0.20885999999999996 41.873095646600007 85.823648898300021 41.257948413050009 0.17437500000000003
decision_type=2 2 2 2 2 2 2 2 2 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 23 -4 5 -3 7 -7 9 10 12 -12 -8 -5 16 17 -15 18 -16 -20 22 -22 -18 24 25 -2 28 -28 29 -1
right_child=2 4 3 13 -6 6 8 -9 -10 -11 11 -13 -14 14 15 -17 20 -19 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00040235013633218799 0.00077464093415602223 0.00087689244280759462 0.00080902096830536506 -0.00089030181955727895 -0.00087419841590441504 0.00012206265986230419 0.0021936724710939978 -0.001996894022936182 -4.6687304885667069e-05 0.001663596761848089 0.00032508274645257502 -0.0027278037944423995 9.4690066563894699e-06 0.0010089238304145033 0.001976753035060608 0.00057667586526049283 -0.0030497494619155332 -0.0016504817182010686 0.0017498137547721122 -0.0028750831205485994 -0.0027008295405598496 0.0020188932071488674 0.00094938593705107754 -0.0029872390465692095 0.0017483753980869908 -0.0012001107604878375 -0.000216678164546903 -0.0032516869053778224 0.0013501712695797303 0.0017263816843710578
leaf_weight=35.536201124545187 6.5293441526591769 93.852678056806326 37.695117894560099 24.532215419691056 7.8125587683171025 18.129730850458149 7.8400227278471011 11.739300966262816 22.539998523890972 26.287835873663425 4.8360713124275208 3.6682218387722951 6.1535859927535057 28.054839768912643 3.4784433376044062 19.639202055288479 4.0560228428803367 19.57345384999644 1.4981213114224372 2.5999537109164521 2.0741172963753343 3.6604453027248383 1.2487574890255926 2.807417564559727 3.0025208704173556 26.133542417315766 46.888951906934381 3.5665612295269957 15.583805968053637 6.0276534706354132
leaf_count=447 38 462 173 276 88 81 27 85 105 103 21 20 30 127 25 258 85 697 30 157 43 12 10 64 9 459 563 38 72 28
internal_value=0.000161551 0.000325753 -0.00011167 5.81077e-05 0.000521258 0.000577153 0.000299161 -0.000710742 0.000722077 0.00107726 0.000392154 -0.000991742 0.00123319 -0.000198249 -5.66974e-07 -0.000405175 0.000483681 -0.00111541 0.000266927 -0.00118437 -0.000851146 0.00031183 -0.00210834 -0.000765271 -0.000590368 -0.000805356 -4.28269e-05 -0.000431215 0.00030008 -9.36382e-05
internal_weight=497.047 310.463 186.584 148.111 202.86 195.047 101.195 29.869 71.3257 48.7857 22.4979 8.50429 13.9936 110.416 85.8834 46.7892 39.0942 27.15 7.57652 4.09808 11.0393 5.73456 5.30478 38.4728 35.6654 32.6629 107.603 50.4555 57.1477 41.5639
internal_count=4633 2170 2463 1893 1022 934 472 166 306 201 98 41 57 1720 1444 1167 277 909 212 187 150 55 95 570 506 497 1148 601 547 475
is_linear=0
shrinkage=0.0024302


Tree=393
num_leaves=31
num_cat=0
split_feature=1 0 0 3 3 4 0 1 0 3 0 3 1 1 3 2 0 0 3 0 2 2 2 4 1 0 0 3 2 4
split_gain=4.97595 6.1431 3.19373 3.22845 3.56697 3.0046 2.97592 2.63594 2.7063 2.67099 4.02072 2.80712 2.60462 2.88478 3.87123 3.2781 5.05109 3.25142 3.23151 3.04579 2.69497 2.55985 4.12161 2.54635 2.51501 2.88007 2.50136 2.46105 2.6578 2.19393
threshold=70.182199495350019 85.705356740550016 95.44832900530001 -0.089139999999999997 0.090465000000000031 44.578137159850009 97.886760529650019 61.917879202350001 85.121961326250016 -0.17949499999999999 85.619326080400015 0.091510000000000022 78.196493182200015 81.573196594050017 0.075320000000000012 -0.15962499999999999 104.25302938255003 102.75018128760001 -0.22831499999999999 104.86330937810001 -0.16262999999999997 -0.088880000000000001 -0.085550000000000001 43.968221017800005 71.104340634100012 94.625660817400004 91.625341543800019 0.09117500000000002 -0.088880000000000001 42.081757894750005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 -5 -3 -4 8 -1 -9 23 -12 29 17 18 16 -16 -14 20 -17 -15 -21 -23 -11 25 -6 -7 28 -19 -8
right_child=2 5 6 4 24 26 12 9 -10 10 11 -13 13 14 15 19 -18 27 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00018472209863033012 0.00035755729273061529 0.00054138783728310857 0.00042535685865624338 -0.0024008211669533908 -0.0012981818328532393 0.00016487653453015776 -0.00048593992723767375 0.00059262474129753349 0.0011054130527732308 -0.0025319976559331435 -0.0012961102167849035 0.0012185268821910656 0.00078399201659661358 0.00082922845934098593 0.0013333108704120353 -0.0025742436843443706 -0.002415992453664658 -0.0015001682325290031 0.0010547380215978591 -0.0024075166115497849 -0.0026442212395564636 0.0025110117860509414 -0.00099161152222456794 -8.1605302767749825e-05 -0.0024146009460330135 0.0016680947784439614 -0.0020752966674753952 -0.0025357610644415685 0.0009196392645767689 -0.0020307494007824737
leaf_weight=40.088208223693073 7.1438346859067705 230.27310170419514 48.755603721365333 8.5146334506571311 2.9072468290105444 6.4031821303069574 17.745855237357322 5.2622589282691505 9.6973928324878198 9.1761029683984834 4.1786174736917001 4.3526528999209404 28.076629373244941 1.8704731145408002 5.8136906363069993 7.0623639423865887 2.4540320887463167 3.6846864488907132 11.253010709653607 3.3089199323439979 2.5152886069845399 2.1259919130243361 6.6916324659250641 2.6175827141851178 2.1992901535704732 3.422537662088871 3.8228369439020753 2.4743092888966194 5.3373706899583349 5.8772751009091726
leaf_count=521 63 1103 264 303 40 35 173 38 37 254 36 16 142 39 38 152 183 72 151 161 87 25 305 71 59 14 59 55 34 103
internal_value=0.000153191 0.000318682 -0.000138461 -0.000879097 -0.00139744 0.00048977 -2.29209e-05 -0.000227225 6.65744e-05 -0.000798878 -0.00115915 -1.31427e-05 -0.000228544 -4.51642e-05 -0.000437449 -0.000933148 0.00022044 0.000382038 0.000432838 -0.00143018 -0.00116284 -0.000763894 -0.000147104 -0.00198814 -0.000395755 0.000305695 -0.000672577 -0.00059962 -6.86311e-05 -0.000870278
internal_weight=495.107 315.872 179.235 24.1875 17.0437 240.499 155.047 75.3728 49.7856 25.5872 20.325 8.53127 106.292 82.6684 43.0954 27.4566 8.26772 39.573 15.6388 19.1889 4.38576 12.1265 8.81762 11.7937 8.52907 6.32978 10.226 11.4964 9.02206 23.6231
internal_count=4633 2170 2463 479 416 1197 1984 973 558 415 377 52 1720 1444 1141 864 221 303 277 643 126 491 330 325 113 54 94 161 106 276
is_linear=0
shrinkage=0.00219145


Tree=394
num_leaves=31
num_cat=0
split_feature=0 0 4 4 0 2 4 2 2 1 1 0 2 2 3 3 2 3 3 2 3 4 3 3 4 3 0 4 3 3
split_gain=3.48056 4.20769 2.88044 2.55439 4.71158 3.36898 3.20873 4.16611 2.7035 2.58352 3.20322 4.44934 4.00417 3.40269 2.42568 3.21567 2.45015 2.27508 4.0885 3.59545 9.90254 3.61307 4.42901 4.42966 3.54227 2.79454 3.74326 2.88431 2.36474 3.41803
threshold=93.972365491700018 85.990333302400003 44.026978245600006 41.873095646600007 85.823648898300021 -0.082654999999999992 41.257948413050009 0.17437500000000003 -0.55200499999999997 64.730006406800015 61.993156030000002 85.769879735700016 -0.089569999999999997 -0.124155 1.0000000180025095e-35 -0.144095 -0.23353499999999996 0.080545000000000019 0.079220000000000027 0.15684000000000003 0.099855000000000027 41.243661560350013 0.087795000000000026 0.08574500000000003 43.157831852650006 0.098950000000000024 86.420486603250012 42.206017975500011 0.11071500000000002 0.093325000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 17 6 5 9 7 8 -1 10 12 -12 13 14 15 16 -5 18 -3 21 -21 28 23 -23 25 26 -24 -27 29 -19
right_child=-2 2 -4 4 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 -16 -17 -18 19 -20 20 -22 22 24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0024166292702826916 -0.00011204388368450355 0.00070139782514710579 -0.00083868744075804753 -0.0007284718795638695 -0.0033863584269997397 -0.0015309602787803808 0.0012956406019258339 0.0018182624149256181 -0.0005677240279726778 0.0022071611946030282 -0.0026458820184995981 0.0013521369370038266 0.0019443058073387585 -0.0034661236615593097 0.0017153379213720656 -0.0029329917292469547 0.0021384172589694853 0.00057045339555648476 0.0024782906381954255 -0.0037656336116931198 0.00099519322686714498 -0.00013899450537320637 0.00030429646411286128 0.0018635739143838235 0.0014005548272960806 0.0012190660885247439 -0.0023017145217926315 -0.0010861314999053174 -2.1183201534106664e-05 0.001863113472049197
leaf_weight=2.0883794259279957 182.79459312511608 38.512321872636676 9.2396239284425956 5.7924469807185188 3.3926946371793738 10.804694355232639 15.291521642357109 6.4850466232746831 34.411224996671081 3.3830512752756468 6.0963945128023607 2.5652399063110352 7.1562250256538453 1.9727962054312218 4.2902366984635583 2.7457318371161827 2.9024833068251619 25.963671654462814 10.741898879408835 4.6906499452888948 7.1588985845446587 13.804833592846991 5.2013135738670888 14.894926967099307 5.7329349052160969 6.9698122739791852 11.435087405145167 7.1141973435878754 11.990979366004465 27.133854124695063
leaf_count=11 2436 175 120 62 38 210 72 30 441 21 122 9 22 25 20 63 9 111 84 56 29 68 24 62 20 27 71 42 53 100
internal_value=0.000166683 0.000331057 0.000550176 -7.0779e-05 -0.000486405 -0.000280184 0.000293681 -6.27602e-05 -0.00039697 8.60102e-05 -0.00012806 -0.00146182 0.000336647 -0.000313204 8.22002e-05 -0.000530225 0.000228534 0.000617241 0.00108892 0.000453738 -0.000889383 0.000575937 0.000151956 0.000900321 -0.000437232 -0.000780193 -0.00148695 5.46512e-05 0.00100034 0.00123103
internal_weight=492.758 309.963 200.585 109.378 51.102 47.7093 58.2762 42.9847 36.4996 36.9046 33.5216 8.66163 24.8599 17.7037 15.7309 11.4407 8.69493 191.345 49.2542 142.091 11.8495 130.242 65.1531 28.6998 36.4533 30.7204 16.6364 14.084 65.0885 53.0975
internal_count=4633 2197 1042 1155 601 563 554 482 452 353 332 131 201 179 154 134 71 922 259 663 85 578 314 130 184 164 95 69 264 211
is_linear=0
shrinkage=0.00254682


Tree=395
num_leaves=31
num_cat=0
split_feature=4 4 0 1 4 3 3 0 1 0 0 3 4 1 2 1 3 3 3 3 3 3 2 0 3 4 1 1 3 3
split_gain=0.746848 1.33127 1.26935 1.8193 1.80275 1.62576 1.82421 1.10723 3.19493 1.57877 2.15856 1.53929 1.69165 1.36313 1.42377 1.2505 1.72862 1.43774 1.31424 1.35476 2.81163 1.63405 2.46879 2.55708 2.60161 5.27386 3.44875 2.87309 3.03834 2.83785
threshold=49.064150740050003 48.823707093150006 71.144667506050013 55.855406118200008 49.960114208400007 0.079205000000000012 0.074735000000000024 85.662341410450011 61.928633034850002 85.121961326250016 85.307464937250003 -0.17949499999999999 43.968221017800005 62.041548276350007 -0.55354000000000003 69.999384342500022 0.4149000000000001 0.18642000000000006 -0.26804999999999995 -0.25215499999999996 -0.24748499999999998 -0.21029499999999998 -0.059424999999999999 93.843319501450011 0.083555000000000032 47.74983977685001 83.602982482550019 83.116371560950014 0.092675000000000021 0.09803000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 8 9 -1 -11 -10 -13 -14 -15 -9 17 18 -17 -20 -21 -22 23 -23 25 -25 27 28 -26 -30
right_child=2 -3 3 4 5 -7 -8 15 11 10 -12 12 13 14 -16 16 -18 -19 19 20 21 22 -24 24 26 -27 -28 -29 29 -31
leaf_value=-0.0025931242076549861 -0.033877534501169308 0.011693531061208269 0.017617968808834081 -0.025327474087165489 0.0042850217035422852 0.015631115967440629 -0.028347055669129231 0.0024386481452957054 0.0020891977414575604 0.022439105107237716 -0.003684416312057924 -0.025599631833626776 0.034852077822652212 0.031224419045944897 -0.029062335892219758 -0.020332769725107974 -0.030240145960028088 0.017480157478083767 0.014831859961008591 -0.037693474441980762 0.011595403852710328 -0.039454389491253822 0.0030047062717961054 -0.020924949538088086 0.0046737979513969746 0.017803087532944396 -0.030067522547893081 0.03086522723642076 -0.021405558317301857 -0.00078222312065632453
leaf_weight=23.126732065924443 1.0224490836262692 7.6964567378163329 2.3987147137522689 2.998742596479131 2.7241254337131977 2.65905281517189 2.1537545002065599 198.15921596903354 2.9255919149145493 4.8645391426980478 4.0862823873758316 7.5690736826509202 0.60928031057119358 0.37766456604003895 1.012239823117852 2.407090905471704 1.3882846092456009 3.0457077309256411 3.889431550865992 1.4528426649048913 7.2522475173463894 1.4466432204935689 52.435624260833734 12.613030560431069 28.7755181430839 3.0696200355887404 2.7314126736018798 2.0970963146537533 7.6864269701764014 11.995756192132829
leaf_count=471 16 47 10 67 39 54 159 1166 33 19 28 261 2 1 68 98 44 36 39 34 70 29 658 435 265 27 224 8 100 125
internal_value=0.000567752 0.000781821 -0.00545567 -0.00320895 -0.00795073 -0.00103699 -0.0101232 0.000563697 -0.00336347 0.00106398 0.010513 -0.0147308 -0.0198737 0.00180523 -0.0126812 0.00107784 -0.000817314 -0.000527408 -0.000925266 -0.000580363 -0.00103602 -0.000626675 -0.00134818 -0.0045896 -0.0038583 -0.0133446 -0.00106639 0.0005005 -0.000813589 -0.0088362
internal_weight=406.671 392.714 13.9568 12.9344 10.5357 7.53693 4.87788 385.017 44.5714 32.0776 8.95082 12.4939 9.56826 1.99918 1.3899 340.446 142.287 140.898 137.853 135.446 131.556 130.103 122.851 70.4155 68.9689 15.6827 53.2862 50.5548 48.4577 19.6822
internal_count=4633 4288 345 329 319 252 198 4241 883 518 47 365 332 71 69 3358 2192 2148 2112 2014 1975 1941 1871 1213 1184 462 722 498 490 225
is_linear=0
shrinkage=0.0264974


Tree=396
num_leaves=31
num_cat=0
split_feature=1 0 4 0 2 4 4 2 2 2 2 0 0 0 2 2 3 4 4 4 3 0 1 0 3 3 2 3 4 3
split_gain=3.20649 5.02509 3.382 3.19067 3.38289 2.43849 2.61232 2.3325 2.97772 2.32506 3.94101 3.42003 2.50323 3.14319 2.29642 4.06283 3.28638 2.80728 6.46781 4.05322 3.30737 3.23058 3.89318 5.93584 2.15246 3.72952 3.36583 11.305 3.59844 3.8661
threshold=70.182199495350019 85.990333302400003 44.279556297950009 94.625660817400004 -0.08725999999999999 40.300545846000013 44.131787411600008 -0.58835000000000004 -0.50748499999999985 0.17437500000000003 0.0027500000000000003 85.931187223550012 85.866664228400012 67.160372556750005 -0.017745 -0.051199999999999996 0.08729000000000002 42.243697547450004 41.16018805045001 40.621691032550004 0.098085000000000019 75.381677519650012 61.076391807500009 85.121961326250016 0.080545000000000019 1.0000000180025095e-35 0.15684000000000003 0.099855000000000027 41.243661560350013 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 24 4 5 -2 -7 -1 -9 10 11 14 13 -12 15 17 -17 18 19 21 -19 -10 -23 -24 25 -3 28 -28 -26 -30
right_child=3 2 -4 -5 -6 6 -8 8 9 -11 12 -13 -14 -15 -16 16 -18 20 -20 -21 -22 22 23 -25 26 -27 27 -29 29 -31
leaf_value=0.0015349156871694277 -0.0030005172266045778 0.0004051048853311228 -0.00084437865324032426 -2.3011870579096077e-05 -0.0025478774871369198 0.0012627787763286374 -0.0022959661684732492 -0.0024410276750595093 -0.0022836403289114449 0.0010195761793054289 0.0020894203723673403 -0.0018380275056400562 0.0013106950705198811 -0.0027920145778079007 0.0013070145733795014 -2.8901802879099911e-05 -0.0036223747947393839 -0.00020669620006733621 0.0013576068678608161 -0.0032111731159335591 -0.0027257600038207972 0.0016601130744167249 -0.002496938215388328 0.00075496778112207441 0.00083070681211001071 0.0015822454888846252 -0.0032574341975235379 0.00089976298502081331 0.00072724234765823219 -0.00030965432358344273
leaf_weight=3.8781897164881221 1.1623453218489883 29.861879479140043 8.8272686060518009 175.20718011981808 4.8843744401819986 4.0883304290473461 1.241183911450207 2.5806267261505118 2.6159606208093527 7.8583347070962182 0.6850925050675859 4.8167116381227961 1.0703184641897676 5.4740003910847008 5.976399866398423 2.1393278753384939 2.605544994585216 34.212115400470793 18.82798383012414 2.0841274913400403 2.5878117959946385 6.0783089566975859 4.183044964913277 6.8077796772122383 68.46238349378109 21.275434054434299 4.84516667574644 8.013239882886408 28.941716969013214 38.918269064277411
leaf_count=19 22 130 88 2226 114 33 68 92 130 45 8 42 4 152 42 19 28 285 70 76 32 28 49 27 269 131 53 31 127 193
internal_value=0.000129711 0.000259037 0.00045711 -9.46029e-05 -0.00119719 -0.000180949 0.000433987 -0.000102819 -0.000160245 -0.000105758 -0.000194045 -7.51841e-05 -0.00172202 -0.00224904 2.11761e-05 -7.23775e-05 -0.00200218 4.59301e-05 0.000435501 -0.000362019 -0.00038384 -6.03697e-05 0.000280362 -0.000482689 0.000514462 0.000894849 0.00038407 -0.000666707 0.000483183 0.000132573
internal_weight=510.21 323.627 209.145 186.583 11.3762 6.49186 5.32951 114.482 110.603 108.023 100.165 92.9351 7.22941 6.15909 88.1184 82.142 4.74487 77.3971 40.5972 21.7692 36.7999 19.6851 17.0691 10.9908 200.318 51.1373 149.181 12.8584 136.322 67.86
internal_count=4633 2170 1022 2463 237 123 101 1148 1129 1037 992 828 164 160 786 744 47 697 380 310 317 234 104 76 934 261 673 84 589 320
is_linear=0
shrinkage=0.00214848


Tree=397
num_leaves=31
num_cat=0
split_feature=4 3 3 3 3 0 2 2 2 2 4 3 3 0 2 0 4 0 4 2 4 4 2 2 1 2 1 0 2 2
split_gain=0.702687 1.25552 1.45865 1.55404 1.57188 1.09267 1.0713 0.774053 2.44082 4.08984 2.85551 1.83404 2.03648 2.35468 1.67438 1.22274 3.80302 2.47762 2.05052 0.951263 1.85366 2.94843 3.04886 2.38917 2.6627 1.82876 1.82091 1.71467 1.7081 3.5407
threshold=49.292797572200008 -0.25098999999999999 -0.17949499999999999 0.079205000000000012 0.079745000000000024 110.27248713660002 -0.50748499999999985 -0.23557500000000001 -0.58319500000000002 -0.51760499999999998 45.458122212500008 0.12376500000000003 0.10787500000000003 101.19356403005001 -0.23455499999999999 86.264556031700025 38.983591653800012 85.216057360850016 35.374259656300005 -0.11534 41.11191809080001 43.847983878700006 -0.14314999999999997 -0.13734499999999997 62.334590212600006 -0.16164499999999998 68.20618276945001 84.226704768850013 -0.079369999999999996 -0.082654999999999992
decision_type=2 2 2 2 2 2 2 2 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 5 -5 -4 -6 8 11 -10 15 12 13 -1 -9 17 18 -11 -17 20 23 -22 -23 24 -16 26 -26 -21 29 -29
right_child=1 2 3 4 6 -7 -8 14 9 10 -12 -13 -14 -15 19 16 -18 -19 -20 27 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0084991050631637623 -0.040634114868420973 0.019535031079865924 -0.034917975840103629 0.029655368386907695 0.013981598264985916 0.0011174939459230289 -0.035914904419293001 0.031451668634294938 -0.038940971586309409 0.0087644688694890477 -0.037733905625414184 -0.025055274133178852 0.032307132048679105 -0.035177331810043316 -0.048723643575243086 0.0055113036474114755 0.017683042771142857 -0.041236149203123088 -0.045785252542571882 -0.012401114910643092 0.015202332203600066 0.0036751517001129639 -0.034240963254910113 0.0074650163482816124 -0.019700560326169635 -0.021315281894480124 0.022693994597985965 2.8849385040874253e-05 0.0028048699988809773 -0.017027949655814709
leaf_weight=10.849577002227308 1.0649139643646766 2.1485292213037601 2.8366780439391723 1.5349871574435385 0.77876177430152882 1.2565776442643253 1.040053916047327 1.9025010685436416 4.2173349520890069 2.2509272889001322 2.2446799572790033 1.79760241229087 3.1609499205369493 1.447914379154098 1.8689264535205463 1.44349163150764 8.4838220085948688 1.8840836472809313 1.8274689466925336 10.470180874108335 26.699430004111491 16.484424748923633 2.5318784564733496 11.042011557787189 1.6223856713622806 4.410436990670858 2.9641438610269688 86.41248076656484 173.05663893639576 14.743908439297227
leaf_count=69 19 17 175 21 7 30 45 14 160 76 80 21 21 130 175 17 66 42 58 261 182 145 129 75 25 94 43 684 1590 162
internal_value=0.000655557 -0.00749417 -0.00381631 -0.0105533 0.00568176 -0.0238555 -0.0145507 0.000876167 -0.00338892 -0.0104058 -0.00376965 0.00570002 0.00927643 0.00335661 0.00135309 0.00102833 0.00632119 -0.0140179 -0.0231478 0.00119056 0.00462038 0.00830748 -0.0013731 -0.00307357 -0.013783 -0.00652479 0.00769784 0.000375835 0.000863693 -0.00245724
internal_weight=404.478 10.6605 9.59559 7.44706 3.3538 4.09326 1.81882 393.817 39.6079 22.3518 18.1345 17.256 15.4584 12.2975 354.209 15.8898 11.7548 4.13501 3.27096 352.307 67.6236 45.7157 19.0163 21.9079 10.8659 8.99697 4.58653 284.683 274.213 101.156
internal_count=4633 314 295 278 73 205 52 4319 740 499 339 241 220 199 3579 259 141 118 75 3565 868 456 274 412 337 162 68 2697 2436 846
is_linear=0
shrinkage=0.03217


Tree=398
num_leaves=31
num_cat=0
split_feature=1 0 0 3 3 4 3 1 0 1 4 0 4 2 2 0 0 2 1 4 2 3 4 2 1 3 0 3 3 2
split_gain=4.14397 4.5856 3.79526 3.68056 3.88926 2.74899 2.56091 2.55829 2.98544 2.3735 2.26908 4.68185 3.14404 4.09569 2.97409 2.69337 5.21364 3.39669 2.70756 3.06282 2.61691 2.33696 2.15033 2.3602 2.0999 2.14933 2.00088 2.00036 7.67427 6.06903
threshold=70.182199495350019 85.990333302400003 95.44832900530001 -0.089139999999999997 0.090465000000000031 44.279556297950009 -0.25843999999999995 71.104340634100012 94.625660817400004 90.937096262400004 41.873095646600007 85.823648898300021 41.257948413050009 0.17437500000000003 -0.082654999999999992 85.769879735700016 85.431134011250023 -0.087660000000000002 61.076391807500009 48.393869453650005 -0.55200499999999997 0.10214000000000002 37.232443001650005 -0.11692 61.923256118600001 0.083745000000000028 91.625341543800019 0.08759500000000002 0.092895000000000019 -0.016014999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -2 -5 27 -4 8 -6 22 12 14 13 20 15 16 18 -18 19 -12 -1 -16 23 -8 -20 -26 -7 -3 29 -29
right_child=2 5 6 4 7 26 9 -9 -10 -11 11 -13 -14 -15 21 -17 17 -19 24 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0022569272617632484 0.00045322591423605982 0.0008454089096813697 -0.0020409398393394624 -0.0026626465671691604 -0.0014184907053814411 0.00025196629952702629 0.00042496359664293877 -0.0026428874609281785 0.0018349782650740234 -0.0014417479097510865 -0.0027791357963324412 -0.0031661236976097476 0.0011779961277488564 0.0016455010537633668 -0.0019820535272135403 0.0019542025877652843 -0.0026989577677853848 0.00044966462794120333 0.0026192141271820556 0.00027823881524238368 -0.00055149908626926604 0.00054665415727942629 0.00020041373295289316 -0.0018304362265502694 0.0018059275878769053 -0.0014190366933279339 -0.0021160604703881138 -0.00015712271838420918 0.00078379026401079383 -0.002982115202765658
leaf_weight=2.0209863185882559 7.2398641658946898 95.174095809459686 3.4186712377704671 9.1951315170153993 3.0212060660123807 4.5563628356903774 4.5405912159476429 2.2377722258679569 3.5068683326244354 5.8378976271487764 2.2451236667111543 3.3841167800128451 15.526081706397234 6.6881107334047547 8.2258092488627863 3.9552270323038092 6.1450187880545855 2.9029725939035398 4.564955569803713 11.770656317472456 34.532888631802052 2.8254368789494029 136.07185597810894 6.4806948958430421 2.628150962293148 2.1719828005880117 3.7375911120325327 24.980570212006572 73.18918277695775 5.3054822459816924
leaf_count=11 63 462 103 303 40 29 94 59 14 522 81 38 72 28 189 12 71 14 12 70 436 21 1106 159 19 74 59 122 306 44
internal_value=0.000162099 0.000327809 -0.000126814 -0.000990713 -0.00157275 0.000537918 1.24316e-05 -0.000429474 0.000329266 5.83333e-05 -6.89573e-05 -0.00044015 0.00025203 -8.0439e-05 -0.000245674 8.53617e-05 -0.000142574 -0.00168875 0.000455769 -0.000211508 -0.000396227 -0.00133555 0.000117869 -0.000901248 0.00145441 0.000346683 -0.000815162 0.000594411 0.00036355 -0.000652002
internal_weight=498.081 316.531 181.551 25.2008 17.961 206.943 156.35 8.76585 6.52807 152.931 109.588 50.8195 58.7681 43.242 47.4353 36.3841 32.4289 9.04799 23.3809 14.0158 36.5539 11.0512 147.093 11.0213 9.36509 4.80013 8.29395 198.649 103.475 30.2861
internal_count=4633 2170 2463 479 416 1022 1984 113 54 1881 1148 601 547 475 563 353 341 85 256 151 447 210 1359 253 105 93 88 934 472 166
is_linear=0
shrinkage=0.00239883


Tree=399
num_leaves=31
num_cat=0
split_feature=0 1 2 3 2 3 4 0 2 2 3 0 1 4 3 3 0 3 3 2 1 1 2 2 0 0 3 3 2 0
split_gain=0.682615 1.32894 1.91386 3.75676 3.18623 2.37698 1.69613 1.39828 2.87873 1.38903 1.62277 1.23396 1.67228 2.5626 1.70714 2.7047 2.142 1.42073 1.61637 2.70267 2.53178 2.23283 1.24701 2.01237 1.27012 1.65084 2.76991 1.41328 2.50247 4.31579
threshold=93.972365491700018 71.830224329350003 -0.056184999999999992 0.089505000000000015 -0.10040499999999999 0.091290000000000024 37.232443001650005 94.770837556450019 -0.040509999999999997 -0.11692 0.11458500000000002 97.886760529650019 78.27445846800002 42.081757894750005 0.088755000000000014 0.11296500000000002 100.01333091085002 -0.25098999999999999 0.079470000000000027 -0.083330000000000001 75.180043159850015 75.180043159850015 -0.61402999999999996 -0.59614999999999996 99.403050915200012 100.35207663525001 0.10526500000000003 0.076130000000000017 -0.088880000000000001 101.11291028615001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 8 -4 -3 -11 17 13 14 -13 16 -16 -8 21 20 -20 -19 -14 -24 -25 -26 27 -27 -29 -30
right_child=1 6 7 4 5 -7 11 -9 -10 10 -12 12 22 -15 15 -17 -18 18 19 -21 -22 -23 23 24 25 26 -28 28 29 -31
leaf_value=0.0014518225153678772 -0.024113447534890618 0.0027421923903196573 0.014634102802589744 0.013177527780274138 0.015353751500481216 -0.033652028528150926 0.030540356927644872 0.011219585156118981 -0.036955243052712493 -0.032419941069547924 0.0094993152966380522 0.01131957163597261 -0.032380889417203663 -0.032957958254319367 -0.041275299286005061 0.007161962607848309 -0.003552597719331382 0.0015871549185074018 -0.02295627113971797 0.016242017429350785 0.0066128387777263497 -0.032258688714377093 0.02662320081816669 -0.025446733540654149 0.017105424628596069 0.00815500485818982 -0.040315900751165777 -0.015624805592208373 -0.04024426006331653 0.0056150679364796487
leaf_weight=254.18563296901993 9.6804133220575803 2.72859276496456 1.7614661902189257 6.2553307376801968 1.1213104389607891 2.7743224892765284 1.7502326108515252 6.74690842628479 1.7295391960069517 3.3661517020373131 0.9568799810076597 4.197445720434188 0.87053893110714753 2.9377470891922703 2.7536913678050023 3.839839605614543 2.1727059073746204 7.0363749647513014 3.3932759896852058 14.088780627585949 7.5000283452682197 2.0252295538084581 2.5345384317915878 1.4547549411654461 4.9398223515599957 15.266490781679748 1.3451849156990636 8.4554282656172202 1.7852259948849774 22.817752379109152
leaf_count=2197 251 162 7 46 11 53 11 44 43 196 25 38 28 67 35 36 17 56 32 70 39 62 21 11 24 242 43 374 20 372
internal_value=0.00055835 -0.000973203 -0.00630491 -0.0114537 0.000619107 -0.0195463 0.000382955 0.00366866 -0.0109247 -0.0131258 -0.0231413 0.00123987 -0.000822448 -0.00900462 -0.00357646 -0.010709 -0.0246383 0.00558248 0.00429937 0.00802694 -0.00259797 -0.00597725 0.00136536 0.00186668 0.000747506 0.0014453 -0.000112147 0.00100698 -0.00229401 0.00228745
internal_weight=402.472 148.286 30.0693 19.8314 10.151 3.89563 118.217 10.2379 3.49101 7.05162 4.32303 111.165 75.3712 15.9014 12.9637 8.76624 4.9264 35.7939 34.0437 24.9821 10.8933 9.0616 59.4697 58.5992 56.0647 54.6099 49.6701 48.3249 33.0584 24.603
internal_count=4633 2436 455 361 110 64 1981 94 50 383 221 1598 1328 193 126 88 52 270 259 141 71 118 1135 1107 1086 1075 1051 1008 766 392
is_linear=0
shrinkage=0.0284045


Tree=400
num_leaves=31
num_cat=0
split_feature=1 0 0 3 3 0 1 1 1 1 4 2 1 0 3 3 0 2 3 1 3 0 3 0 0 2 2 3 1 4
split_gain=5.47319 5.22675 2.83994 3.73657 3.97395 2.99815 2.97337 3.28467 2.67176 3.03788 4.30384 4.4358 4.22245 4.18094 3.9882 2.88342 2.79285 2.72841 2.40565 2.38974 2.89511 4.22761 2.51225 2.51156 2.32606 3.26426 4.29722 3.37077 2.639 2.54817
threshold=70.182199495350019 85.705356740550016 95.44832900530001 -0.089139999999999997 0.090465000000000031 97.886760529650019 71.104340634100012 70.816675614150014 78.196493182200015 81.573196594050017 44.749265482150008 -0.18437499999999998 83.602982482550019 102.75018128760001 -0.15544999999999998 0.09117500000000002 122.35979489110001 -0.088880000000000001 -0.15148999999999999 61.917879202350001 -0.17949499999999999 85.619326080400015 0.091510000000000022 85.121961326250016 97.491557184450016 -0.076544999999999988 -0.095854999999999996 0.077805000000000027 75.085947125300024 40.636252116050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 3 -2 -5 24 7 -6 -7 13 11 12 -11 -10 -14 17 -12 18 -15 23 -21 -22 -23 -1 25 26 28 -27 -4 -26
right_child=2 -3 5 4 6 8 -8 -9 9 10 16 -13 14 15 -16 -17 -18 -19 -20 20 21 22 -24 -25 29 27 -28 -29 -30 -31
leaf_value=-0.00012340511280735421 0.00045008914112444696 0.00045192542130151239 0.00094652146231057955 -0.0022451890272595699 -0.001185594100037926 -0.00079931148158343701 -0.0022706503556937725 0.0016997405070433948 0.00076741781638375883 0.0018894817175963638 0.00054295869952304579 -0.0015550431971042657 0.0014337873311550653 0.0009884373618450576 -0.0024018257679942912 -0.0024140316858659678 -0.0022157533465590909 0.00084492681105861661 -0.0023999781512312108 0.00065879044477897095 -0.0018164511231763402 -0.0010759153788324691 0.0011404055811729209 0.0010383238171851542 -5.8727701626023735e-05 -0.00078973653761848681 -0.0022393326479644496 0.0010567179076400074 -0.0011683932246360506 0.0017022375042497419
leaf_weight=40.790205087978393 7.4299857802689102 244.94260871224105 6.2132768407463974 8.8571341284550744 3.0249105924740416 25.626697208266705 2.3946306402795017 3.6105818003416061 29.44044875074178 3.6909143822267669 17.927815223112706 17.345051709795371 1.7785096638835964 1.2622060915455193 3.1057672402821481 2.9329394455999127 1.6738543868996192 5.4711835756897935 2.8426801189780235 5.4190858583897379 11.752438106108459 4.1210381686687452 4.4241643585264683 9.5882513709366304 5.4022680893540374 5.4812349751591709 4.7538156546652344 16.662650473415852 4.0760139096528292 9.3803469166159612
leaf_count=521 63 1197 28 303 43 276 59 11 142 22 188 675 30 10 157 55 69 34 62 38 325 36 16 37 31 29 47 61 30 38
internal_value=0.000143952 0.000306667 -0.000130427 -0.000767399 -0.00127312 -3.27317e-05 -0.000319667 0.000384408 -0.000219327 -4.94079e-05 -0.000414804 -0.000960944 0.000240742 0.000347106 -0.00100517 -0.000642115 0.000307383 -9.94154e-05 -0.00135808 -0.000160907 -0.000667512 -0.00102161 7.15552e-05 9.77003e-05 0.000373344 0.000100902 -0.000633298 0.000599668 0.000108716 0.0010587
internal_weight=511.423 321.038 190.385 25.3172 17.8873 165.068 9.03012 6.63549 113.098 87.4714 45.5219 25.9202 8.57519 41.9495 4.88428 12.509 19.6017 9.57607 4.10489 76.0952 25.7167 20.2976 8.5452 50.3785 51.9696 37.187 15.0431 22.1439 10.2893 14.7826
internal_count=4633 2170 2463 479 416 1984 113 54 1720 1444 1141 884 209 303 187 161 257 106 72 973 415 377 52 558 264 195 105 90 58 69
is_linear=0
shrinkage=0.00204248


Tree=401
num_leaves=31
num_cat=0
split_feature=0 3 1 1 0 1 3 0 3 1 0 1 4 2 2 2 0 4 3 3 0 1 1 1 4 4 2 3 2 4
split_gain=0.735042 1.07459 0.782017 1.75018 0.715312 0.807119 1.15887 0.665494 2.41518 1.54892 1.9991 1.02243 1.08043 1.53776 0.791182 1.57427 0.904101 0.731468 1.49401 1.24243 0.766187 1.89199 1.80395 2.93145 2.79553 1.66281 2.45616 3.27199 3.87928 2.35194
threshold=113.1679565431 -0.15544999999999998 93.155074220050025 93.840631043300007 118.55293817840001 90.937096262400004 -0.15849499999999997 110.78598263955001 0.078770000000000021 87.313054702550019 110.27248713660002 86.751166953300014 49.292797572200008 -0.23265499999999997 0.70681500000000008 0.36215000000000008 88.122280599850015 48.823707093150006 -0.53179999999999994 -1.0000000180025095e-35 93.972365491700018 71.830224329350003 71.053259929650025 70.816675614150014 36.558960102350007 40.806664626150003 0.17437500000000003 0.098510000000000028 -0.0309 40.94178426300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 4 -3 -4 -2 -6 -7 9 -9 11 -11 12 14 -14 15 17 -17 18 -1 -19 -20 22 23 -22 -24 26 27 -23 -29 -27
right_child=1 2 3 -5 5 6 -8 8 -10 10 -12 -13 13 -15 -16 16 -18 19 20 -21 21 25 24 -25 -26 29 -28 28 -30 -31
leaf_value=-0.027866691036678114 -0.019953911046119849 -0.040322928663180324 0.04324275775007843 -0.034944159373517518 0.041337344035085467 -0.036437808556044005 0.033402803084953796 0.027473628199052622 -0.03763192701793968 -0.036846664317313066 0.025698145912488507 0.022925391502512393 -2.1849711415790448e-05 -0.038094340417037513 0.016298002749481687 -0.002201584304636078 -0.046924446587182062 -0.0017747457428661352 0.0020181533384613683 0.023920179114715258 -0.011826146598524469 0.003836341216159612 0.026317873592432671 0.018560447872073359 -0.030269492370974597 0.025724273569822195 -0.027686691590870616 -0.04078156315352565 0.010809465460171926 0.0024878856548911374
leaf_weight=2.1288542195688924 0.98534073086921159 1.7435514456592494 0.53016092814505078 0.91491820142255165 0.83345618844032276 0.58513064327416942 0.53163203783333279 3.3357325554825357 0.83531720371684048 2.5959218536736439 0.77893223299179215 2.4523773312102994 3.2316681230440736 2.0220239800401023 3.9022952839732161 0.91079251747578327 1.2674306910485027 4.5421178778633475 241.10834942921065 4.2901784125715476 13.267223658971494 29.820083619328216 1.1898992964997868 5.1737537235021582 7.3213112894445658 5.7337858770042649 4.6153823463246217 4.6191102168522775 2.7120763314887872 46.723887939471751
leaf_count=92 42 85 6 274 2 50 4 39 101 197 21 22 30 138 41 12 47 36 2001 26 177 317 13 24 205 28 67 92 19 425
internal_value=0.000648005 -0.0111234 -0.0248855 -0.00625947 0.00382502 0.0158392 -0.00319036 0.000830707 0.0144352 0.000685358 -0.022411 0.000886755 0.00074622 -0.0146751 0.000959805 0.000800374 -0.0282242 0.000969759 0.000733776 0.0107062 0.000901837 -0.00131933 -0.00931908 -0.00330096 -0.0223584 0.000968944 -0.00412873 -0.00120207 -0.0216961 0.00502769
internal_weight=400.703 6.12419 3.18863 1.44508 2.93556 1.95022 1.11676 394.579 4.17105 390.407 3.37485 387.033 384.58 5.25369 379.327 375.424 2.17822 373.246 364.414 8.8323 362.285 121.177 26.9522 18.441 8.51121 94.2243 41.7667 37.1513 7.33119 52.4577
internal_count=4633 463 365 280 98 56 54 4170 140 4030 218 3812 3790 168 3622 3581 59 3522 3460 62 3368 1367 419 201 218 948 495 428 111 453
is_linear=0
shrinkage=0.0342406


Tree=402
num_leaves=31
num_cat=0
split_feature=4 0 2 2 3 2 3 3 4 3 4 2 2 4 3 4 0 4 3 0 3 4 4 0 0 2 1 1 1 3
split_gain=0.646375 2.55013 1.67381 1.22261 1.20826 2.98433 1.92103 4.38137 1.74731 3.47954 3.24117 3.53898 2.57379 3.25264 1.80729 1.74688 1.71956 1.68224 1.67994 1.62872 2.4745 2.37032 2.47901 3.09751 1.60847 1.59287 2.19667 2.64563 1.95162 1.58713
threshold=42.154118731400011 104.03526427400001 -0.18437499999999998 -0.24023999999999998 0.088145000000000015 -0.24150999999999997 0.070640000000000022 -0.10696499999999999 43.663128814500006 0.083395000000000011 48.823707093150006 -0.10290999999999999 -0.088880000000000001 45.044778924400006 0.082325000000000023 43.521589032450009 88.122280599850015 42.580420142950011 0.079605000000000023 86.692020874450009 0.10176000000000003 42.91168285345001 42.686561923500008 85.431134011250023 110.98492854115001 -0.105535 62.095317438950012 61.993156030000002 62.154463517850012 0.094595000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 25 12 11 -11 13 -10 18 19 -17 -7 -14 21 29 22 23 -6 -15 -8 27 -27 -28 -21
right_child=4 2 -4 -5 15 6 8 -9 9 10 -12 -13 14 24 -16 16 -18 -19 -20 20 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0019855325032129894 -0.035383603722544205 -0.032474286979757142 -0.033278500572475077 0.024850233062142763 0.012812604955869373 -0.03163645833706763 0.021885399975331461 -0.032929017508476481 -0.029666898208392967 0.0083314248936708531 0.019448553505939166 -0.048752282231007971 0.01727011789975913 0.0091655521252014677 0.031244407677330603 0.019374184108027919 -0.005304570246282011 0.0022174037656185271 -0.019104101222093404 -0.0040835843823963606 0.01037684718118434 -0.041524891096345336 0.0065832029847797333 -0.039594553838479048 -0.036578204707028161 0.0068905076058840007 0.028157837426856524 -0.028566219857771552 0.0058922208924756239 -0.028789400258940851
leaf_weight=245.30524151853751 2.2526547259185454 0.56799922056961794 3.4547572521842076 1.1071825808612628 1.5924586467444877 1.5777796026086495 7.7432740799849844 4.795299566583707 3.741360439918938 1.5295056570321315 1.5577365522040052 3.865132923237979 3.6451985527528468 8.8938963941764051 4.6570029696449637 4.9108726771082711 6.7847636124351993 24.159157712711021 1.9754850484896449 7.5187512948177773 7.8872908824123433 3.211080463603138 4.7514965627342463 3.9872706346213818 0.84972531278617758 5.1676120553165692 5.1850565597414997 3.6045103203505278 16.980585496290587 4.0299594559473917
leaf_count=1995 198 143 452 19 15 25 49 104 141 10 17 86 34 225 28 29 157 276 29 78 56 51 30 53 34 32 61 34 130 42
internal_value=0.000540845 0.00152199 -0.0206437 0.00541337 -0.00113233 0.00077281 0.00158787 -0.00505201 0.00450923 -0.00114717 -0.020913 -0.0325677 0.00463584 -0.00449081 0.0166106 -0.00548989 0.00505777 0.000142023 0.00448578 -0.00923057 -0.00333805 -0.0176876 -0.0102786 -0.0246375 0.00517631 0.00900075 0.0057759 -0.00767884 0.0111007 -0.0127048
internal_weight=397.29 250.435 5.12994 1.67518 146.855 102.181 99.9283 30.5322 69.3961 30.715 6.95238 5.39464 23.7627 13.485 10.2777 44.6739 11.6956 25.7369 5.62068 32.9783 19.436 13.5423 10.3312 5.57973 9.74362 38.681 30.9378 8.77212 22.1656 11.5487
internal_count=4633 2609 614 162 2024 1513 1315 405 910 604 113 96 491 400 91 511 186 301 63 325 176 149 98 68 259 306 257 66 191 120
is_linear=0
shrinkage=0.0317651


Tree=403
num_leaves=31
num_cat=0
split_feature=1 0 1 0 4 4 0 0 2 1 0 3 4 4 1 1 3 2 2 3 3 2 3 0 4 3 3 2 4 2
split_gain=3.02298 4.21571 3.77366 2.41337 2.88468 2.25736 4.48346 3.5278 3.26391 2.70071 4.85013 6.51934 3.60979 2.54168 2.42452 2.4598 4.2457 4.04571 2.36618 2.5739 3.19071 3.40585 2.22572 2.0642 2.02308 2.41813 7.97967 6.87834 3.82472 3.45913
threshold=70.348883899450016 85.990333302400003 70.74946416085001 85.931187223550012 40.518963363600001 41.873095646600007 85.823648898300021 75.381677519650012 -0.082654999999999992 58.309968391300011 85.121961326250016 0.093325000000000033 38.060777288450005 41.243661560350013 64.730006406800015 61.993156030000002 0.091705000000000023 -0.089569999999999997 -0.23265499999999997 1.0000000180025095e-35 -0.144095 -0.23353499999999996 0.10214000000000002 122.35979489110001 44.279556297950009 0.08759500000000002 0.092895000000000019 -0.079789999999999986 41.489621506400006 -0.072755
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 7 8 13 14 -9 11 -11 -13 -1 15 17 -17 18 19 20 21 -7 -10 -4 25 -3 27 -27 29 -28
right_child=2 24 23 4 -6 6 -8 9 22 10 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=-0.0025949452460798514 -0.0027387993879876144 0.00082394220561305743 -4.0786826993167637e-05 -4.0091153594234078e-05 -0.0035766243057500759 -0.00072310741931961371 -0.0034319584925721364 0.0019971711748686502 -0.0020366098735771108 -0.0032268750711551067 0.00083679584999015887 0.0016746460803831402 -0.0015337164358184918 0.0017290862405054119 0.0021119747125805982 -0.0030130291997955 0.00056970446896089603 0.0019139679045381268 -0.0020214703943098175 0.0020191039619898207 -0.0028796194712131457 0.0027492371114890071 0.00049356731740949841 -0.0026180364377002756 -0.00060510826584338727 0.00016774764944564211 0.00041187214135525463 -0.0021752325127113474 -0.00013417557364345606 0.0016800579234930299
leaf_weight=3.8665658892132333 3.2884828341193488 96.780328799039125 157.66025075211655 3.0340012386441222 2.6026795767247677 5.7812313875183419 2.7928048372268668 6.5089803561568251 8.2524601272307319 4.8340444038622072 30.938670869916677 5.1134271025657636 3.6507778465747833 1.0498798526823518 3.424021389335393 4.0881810039281827 3.9503717739135027 6.9387825056910577 3.8248365242034188 3.4367600921541444 2.4847238971851793 2.4398148357868186 2.8379406481981269 1.9104689086670976 9.7891383096575719 19.579247981309891 24.448179706931114 12.44989353045821 22.020497918128967 28.055055603384972
leaf_count=217 91 474 2160 13 31 62 27 23 189 83 125 23 24 19 21 106 25 22 42 13 56 6 21 179 93 89 104 87 105 103
internal_value=0.000148555 0.000285895 -0.000125499 -0.000101577 -0.00167305 -1.81808e-05 -0.000397335 0.000322284 -0.000218757 0.000514321 0.000297605 -0.000929159 0.000338185 -0.00167157 0.000138149 -6.69958e-05 -0.00125237 0.000315589 -0.000301686 0.000163429 -0.000432279 0.000307403 -0.00138916 -7.16431e-05 0.000489249 0.000541935 0.000285792 -0.000742981 0.000727943 0.00108953
internal_weight=487.833 324.973 162.859 111.851 5.63668 106.214 50.2519 55.9623 47.4591 51.0459 44.5369 13.5982 8.7642 4.91645 36.3687 32.9447 8.03855 24.9061 17.9674 14.1425 10.7058 8.22105 11.0904 159.571 213.122 203.333 106.553 32.0291 74.5237 52.5032
internal_count=4633 2203 2430 1148 44 1104 590 514 563 278 255 130 47 236 353 332 131 201 179 137 124 68 210 2339 1055 962 488 176 312 207
is_linear=0
shrinkage=0.00246454


Tree=404
num_leaves=31
num_cat=0
split_feature=0 3 2 4 2 0 3 1 0 1 4 2 2 2 3 0 0 1 0 1 2 2 1 2 2 4 0 4 1 3
split_gain=0.603603 0.931061 0.919442 1.26256 0.754318 0.606927 2.04251 1.41765 1.76507 0.85982 0.924344 1.47103 0.679169 1.3447 0.869803 0.641386 2.54697 1.47814 1.82266 1.49906 1.3423 2.30848 2.32436 2.49483 3.4881 2.01732 1.8067 4.20299 2.22933 2.37502
threshold=113.1679565431 0.078655000000000017 -0.088274999999999992 46.095286511800005 -0.16262999999999997 110.78598263955001 0.078770000000000021 87.313054702550019 110.27248713660002 86.751166953300014 49.292797572200008 -0.23265499999999997 0.70681500000000008 0.36215000000000008 0.094595000000000026 85.990333302400003 85.931187223550012 64.369753017350021 89.057864029250013 65.509659264600018 -0.072755 -0.017745 62.116825104000007 -0.0098449999999999979 0.11061500000000003 41.685324604100011 85.705356740550016 42.081757894750005 61.993156030000002 -0.25420999999999999
decision_type=2 2 2 2 2 2 2 2 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 9 -9 10 12 -12 13 15 -15 16 20 18 -17 -19 26 25 23 -23 -25 -22 28 -28 -1 -30
right_child=1 -3 -4 -5 -6 6 -8 8 -10 -11 11 -13 -14 14 -16 17 -18 19 -20 -21 21 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.0017801924575083085 0.022462033246087948 -0.031177961548376126 0.011937042082770405 -0.038743284794513853 -0.031886336281313786 0.023072980776567571 -0.032355460501849287 -0.032040650938072235 0.020849381210078732 0.018676481557075509 0.00022899838551739265 -0.033006110062211644 0.013296858387798999 -0.039229702997108762 0.00016990210548670318 0.0030462512649434372 -0.024716424024168647 -0.014676074212993969 0.016902915423760562 0.00032557417878040354 -0.0096499125106731878 0.029693337627333588 -0.039525005280167211 -0.021893420174772769 0.01444021998469003 -0.041616995828616513 0.020920892000670748 -0.0071990733979384073 0.015168260420926906 -0.024616718731172077
leaf_weight=32.700337834889069 0.78350034874165431 1.3244711616425773 2.0529365513939402 1.0905944379046557 0.32256325625348858 3.1071801886428143 0.73566257074708108 2.3886419731425117 0.73928355495445419 2.3605112882796666 3.2210412388667464 1.8911765520460893 3.8146428503096095 1.2439491110853844 0.83978921733796585 92.4089658819139 4.0336251854896537 6.1699417550116769 9.3530596196651441 174.99500468873885 6.2961473865434545 2.8071238442789754 1.1514668036252249 4.4064196292310935 5.1006230497732759 2.4549981821328402 11.595372058451177 8.0626104995608312 1.7166361859999595 6.1602378055686122
leaf_count=467 60 253 68 32 50 39 101 197 21 22 30 138 41 49 10 522 42 43 60 1774 40 21 30 146 42 44 34 49 16 192
internal_value=0.000493456 -0.0092801 -0.00245519 -0.0159058 0.00661232 0.000633232 0.0124619 0.000515444 -0.0195401 0.000679328 0.000567657 -0.0120658 0.00073974 0.0006108 -0.0233509 0.00074596 -0.00150836 0.00143506 0.00431983 -0.000185338 -0.000373 -0.00665728 0.0011157 0.00491592 -0.00240006 -0.0186178 0.00194485 0.00938765 -0.00166087 -0.0159462
internal_weight=395.329 5.57407 4.24959 2.19666 1.10606 389.754 3.84284 385.912 3.12793 382.784 380.423 5.11222 375.311 371.496 2.08374 369.413 86.4856 282.927 101.762 181.165 82.452 22.2168 13.4656 12.3142 9.50704 8.75115 60.2352 19.658 40.5772 7.87687
internal_count=4633 463 210 142 110 4170 140 4030 218 3812 3790 168 3622 3581 59 3522 1123 2399 582 1817 1081 323 239 209 188 84 758 83 675 208
is_linear=0
shrinkage=0.0299121


Tree=405
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 4 0 0 2 0 0 2 0 4 1 0 3 4 1 1 2 2 4 1 2 2 3 0 3 4
split_gain=3.6146 6.33183 3.64225 2.70465 3.00159 2.69255 5.47187 4.89651 4.189 3.28787 5.51116 4.29535 3.56805 6.15333 3.04572 7.3267 6.12755 3.51386 2.55745 3.62487 6.21718 5.9108 4.50748 3.27975 5.33533 4.14263 5.50569 3.18632 2.51034 2.46753
threshold=70.348883899450016 85.990333302400003 70.74946416085001 85.931187223550012 -0.074029999999999999 41.873095646600007 75.994645973400011 85.823648898300021 -0.082654999999999992 85.769879735700016 85.431134011250023 -0.087660000000000002 82.250688042950017 48.393869453650005 58.309968391300011 85.121961326250016 0.093325000000000033 38.060777288450005 63.910026677050006 62.095317438950012 -0.06828999999999999 -0.079789999999999986 41.741384785950011 62.00390986255001 -0.08725999999999999 -0.091639999999999985 0.092015000000000027 88.350799540950007 0.10214000000000002 41.243661560350013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 5 -5 6 29 8 9 10 12 -12 13 -7 -8 16 -16 -18 19 20 21 23 -22 24 -3 -25 -27 -20 -10 -1
right_child=2 18 -4 4 -6 7 14 -9 28 -11 11 -13 -14 -15 15 -17 17 -19 27 -21 22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0018340910018915157 -0.0020825214991660704 -0.0021818817039340201 -4.7696871539667819e-05 -0.0026860439172330594 -2.4964519430093657e-05 -0.0021159994766180548 0.0016405739951434032 -0.002698868169984501 -0.0016477293128320254 0.0016481818736625937 -0.0021139536489969222 0.00056790729328092557 0.0012934144230131394 0.0004961687407891715 -0.0025204857073380278 0.000759904522837805 0.0011672630280513423 -0.0012847752365114532 -0.0011399953722942143 0.00095759796147915945 0.0012905724732205845 -0.0018083927863693638 -0.00053700476657935262 0.0014543597094586616 0.00055564766112059961 -0.0016253078662019382 0.0011789162031436082 0.00029208639418499779 0.00033284625245302423 0.0011068861206313908
leaf_weight=5.7746376679278901 3.1700753462500861 4.7251535356044769 175.50947114999872 2.9413317441940308 3.0628382265567771 4.250701383687562 6.6545146554708472 2.928736586123704 9.2633362896740419 4.2943218648433676 6.865812536329031 3.054490137845276 9.3141904436051828 12.818762525916098 5.0752481054514638 32.742117505520582 4.7407160103321058 3.6704824455082417 5.8695404864847651 58.129474401473999 24.878804154694084 6.674711547791957 5.9123115055263034 9.91344913095236 5.4003876522183436 5.1100400462746602 4.8123592883348465 87.264768276363611 2.9986154474318019 1.223880768753588
leaf_count=224 91 27 2339 30 14 145 20 27 189 12 71 14 44 67 79 125 22 24 40 268 86 45 34 30 18 32 14 461 21 20
internal_value=0.000132899 0.000246657 -8.37981e-05 -9.73734e-05 -0.00132858 -3.34646e-05 0.000243604 -0.000330859 -0.000199659 9.14171e-05 -9.27295e-05 -0.0012882 0.00035677 -0.000154323 0.000450502 0.000279193 -0.000887867 9.72415e-05 0.000438067 0.000613299 0.000316477 -0.000207277 0.000939653 0.000149415 -0.000721839 0.000594162 -0.00026526 0.000201833 -0.00116339 -0.00131978
internal_weight=519.045 340.366 178.68 121.675 6.00417 115.671 59.8816 55.789 52.8602 40.5983 36.304 9.9203 26.3837 17.0695 52.8831 46.2286 13.4864 8.4112 218.691 125.557 67.4272 36.6361 30.7911 29.9614 10.1255 19.8358 9.9224 93.1343 12.262 6.99852
internal_count=4633 2203 2430 1148 44 1104 514 590 563 353 341 85 256 212 270 250 125 46 1055 554 286 166 120 121 45 76 46 501 210 244
is_linear=0
shrinkage=0.00188144


Tree=406
num_leaves=31
num_cat=0
split_feature=0 1 3 0 3 0 1 4 0 3 3 1 3 3 0 2 2 3 3 2 0 2 0 1 3 1 1 2 4 2
split_gain=0.556169 1.70848 2.56864 2.47281 1.87815 1.76067 1.59734 2.17118 1.29045 3.14755 2.36961 1.74788 1.06196 2.49302 1.5397 1.43186 1.39376 1.26144 1.71539 1.31375 4.82345 3.60937 2.51176 1.79936 1.77039 1.70946 1.53104 2.09236 1.39493 1.36925
threshold=98.230883170350012 78.196493182200015 0.087700000000000014 99.403050915200012 0.088755000000000014 100.35207663525001 72.62331947780001 40.806664626150003 97.491557184450016 0.091290000000000024 0.10821500000000002 77.04583310240001 -0.245505 -0.098985000000000004 113.1679565431 -0.16262999999999997 -0.045684999999999996 0.070640000000000022 0.072890000000000024 -0.088880000000000001 101.11291028615001 -0.15781499999999998 104.22883325935001 78.895492296100016 0.078655000000000017 82.815264250350012 81.011308844800013 0.063030000000000017 53.578633587450007 -0.0057149999999999996
decision_type=2 2 2 2 2 2 2 2 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 -3 -4 -5 -6 -8 11 -10 -11 -1 15 14 -14 -7 -16 -15 -19 21 -21 22 -20 -22 -25 26 29 -28 -24 -26
right_child=1 3 4 5 6 12 7 -9 9 10 -12 -13 13 17 16 -17 -18 18 19 20 23 -23 28 24 25 -27 27 -29 -30 -31
leaf_value=0.00070110410272068398 -0.029989121174039977 -0.046443232168591191 0.022846009785609564 0.015609992504555257 0.012571891731151075 0.0048897149727505839 -0.0278858884680055 -0.00082405872391118427 0.018221050788821087 -0.018328858785669179 0.014878668523721444 -0.023259736989663299 0.0230865527947797 -0.029702047680919146 -0.032233190612842355 -0.031327637148225056 0.013578577649748024 0.024781626010475517 0.011378884184142098 -0.038917085891975088 0.020772857536942642 -0.029094153820286132 -0.029352062604321324 0.023967903695808524 -0.023959176843829661 -0.016448298152220299 0.021588707226921033 -0.0028145673112743956 0.029428146764777799 0.0056385204919210917
leaf_weight=301.81306593108457 3.4101078483508891 0.79200652195140619 1.639689122326671 5.4122489201836279 2.1769761554896823 1.3910966010298582 3.8673521890304965 4.6790016889572144 9.4150519119575602 4.1001233765855423 2.4526574015617371 2.1900456532603121 5.0653651382308373 1.1341603596229237 0.78975306381471444 1.7735174755798571 1.1873367333319036 1.746680395444854 5.4218508219346306 2.000330679118643 3.9449823796749142 4.3484086260432386 2.1019800630456307 2.1681320546194938 2.3961564572528005 4.2491599873465011 4.7132812184281629 5.3659906648099422 0.33417284442111839 2.0898674968630102
leaf_count=2731 125 8 6 31 14 45 74 38 43 36 27 100 42 45 32 85 22 13 67 23 20 289 232 37 36 321 28 44 2 17
internal_value=0.000434044 -0.00165053 -0.00945516 0.000456446 -0.00379125 0.00110094 -0.00786431 -0.0130699 0.000917447 0.0083226 -0.00589953 0.00052849 -0.000402765 0.000565147 0.0152799 -0.0154073 -0.00472104 -0.00190129 -0.00113002 -0.00228653 0.00101011 -0.00955908 0.00125111 0.0042141 0.00110085 -0.00153429 0.00281659 0.00859692 -0.021289 -0.0101707
internal_weight=394.171 74.1996 15.7731 58.4265 12.363 57.6345 10.7233 8.54635 319.971 15.9678 6.55278 304.003 52.2222 49.0576 7.04245 3.16461 1.97709 42.0152 40.881 39.1343 26.9279 12.2064 7.858 24.9276 20.9826 18.8145 14.5653 10.0793 2.43615 4.48602
internal_count=4633 1696 257 1439 132 1431 126 112 2937 106 63 2831 1400 1270 96 130 54 1174 1129 1116 526 590 301 503 483 446 125 72 234 53
is_linear=0
shrinkage=0.026724


Tree=407
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 4 4 1 4 4 2 3 4 3 3 0 0 0 3 0 3 4 1 1 0 4 0 1 2
split_gain=0.551949 1.06074 1.16899 2.04808 2.03911 3.35642 2.23893 1.18417 2.6149 0.756258 2.57428 1.383 1.36654 2.60815 1.75029 1.74624 1.65199 2.0855 1.98831 1.57174 1.43464 1.31079 1.24517 1.27316 1.15898 2.35594 3.63026 2.49973 2.27708 4.94772
threshold=-0.69416999999999995 -0.63026499999999996 -0.59614999999999996 -0.51760499999999998 -0.58319500000000002 75.629015667650023 49.520520114700005 39.955516828000007 78.290589216800015 42.783136484500005 42.982930821650008 -0.24150999999999997 0.085910000000000028 43.157831852650006 0.08574500000000003 0.086375000000000021 91.109157582800023 95.746747857800017 86.692020874450009 0.10249000000000003 100.69082235970002 0.092895000000000019 42.876019054300009 62.165217350350012 62.425997789000007 96.082805124100005 44.202975721700007 104.03526427400001 61.993156030000002 -0.082404999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 8 -3 -5 21 -12 14 19 24 -15 18 -18 -17 -14 -19 22 -11 -24 28 26 -26 -27 -13 -30
right_child=1 2 3 9 6 -7 -8 -9 -10 10 11 12 13 15 -16 16 17 20 -20 -21 -22 -23 23 -25 25 27 -28 -29 29 -31
leaf_value=0.024211901079374959 -0.023147412712787151 -0.055568921069500954 0.027858272065973029 0.0018336170394146619 -0.046948052186196423 -0.0450113510632104 0.036002069601483146 0.024668548292047943 0.032754773487217309 -0.06674029182908528 -0.041540153518578538 0.0023749153657727728 -0.056097978397345483 -0.037492709003417224 0.031693729242213413 -0.0066197047609041536 -0.047839909827422561 0.020446402678423615 0.0271119083967402 -0.0058125094068452177 -0.020077396610515483 -0.0035907222846929686 -0.050349634873759208 0.00011055585024800471 0.034648544146033251 -0.020026835628988278 -0.0025747606122416993 0.0077593893752206777 -0.055955662191779366 0.016352758008931153
leaf_weight=1.5095154251903284 2.8931457189610219 0.99469594832044039 2.6635761298239231 274.50317516509676 3.9801865786430408 1.5249588093138298 0.57080439664423455 5.8003209509188309 1.0647058604517949 1.4902918487787236 1.232419587438925 15.901331844739618 2.4496696239803013 1.9132969896309102 3.1619964032433918 4.9689363515935856 1.9004017733968783 2.645093634724617 5.8223250419832766 1.5614788611419497 2.7170499295461923 2.8748049034038559 1.4228564765071499 1.6645475513068957 8.6009108605794626 7.9182487400248673 7.5464524230919769 13.328046558308413 3.5015172995626926 2.480089219287037
leaf_count=19 53 17 12 2752 161 75 4 43 25 19 100 172 39 18 20 44 55 14 26 16 109 25 22 23 56 175 208 272 45 14
internal_value=0.000572912 0.000481203 0.000658211 0.000347615 -0.0183934 0.00132795 -0.0365441 0.0156094 -0.00990578 0.000790758 -0.00221937 -0.000340269 0.000247296 -0.00770092 0.00329964 -0.00191099 0.00185987 -0.0125829 0.0115799 -0.0365226 -8.73978e-05 -0.0243195 -0.0373373 -0.0231445 0.00178502 0.00597478 0.0172523 -0.00259622 -0.00537447 -0.0259752
internal_weight=390.607 389.097 386.204 378.344 8.73953 4.18853 4.55099 7.85972 2.0594 369.605 95.1018 87.6493 86.4168 23.9783 62.4386 19.9671 18.0538 7.26255 10.7913 4.01115 5.36214 7.4525 4.5777 3.0874 59.2766 37.3937 16.1474 21.2463 21.8829 5.98161
internal_count=4633 4614 4561 4476 252 87 165 85 42 4224 1472 1383 1283 321 962 266 248 178 70 55 123 89 64 45 942 711 264 447 231 59
is_linear=0
shrinkage=0.0391687


Tree=408
num_leaves=31
num_cat=0
split_feature=0 2 2 1 2 1 4 4 2 4 3 3 4 3 3 2 3 1 1 2 4 1 3 2 1 4 1 2 4 2
split_gain=0.580666 1.38039 0.558043 2.77657 2.58599 3.16815 2.81456 2.26933 1.99487 2.29433 2.37004 3.18892 2.07411 2.32614 2.73507 1.99748 3.89773 1.68859 1.58386 1.54323 3.19904 2.8436 1.54032 1.41354 1.47324 1.16873 1.10268 2.97311 1.07339 1.04937
threshold=71.096275259750016 0.11061500000000003 -0.0025899999999999999 59.98487780655001 0.048475000000000011 61.944763783650011 40.636252116050009 40.165165956550005 0.075080000000000022 38.474425342400004 0.12376500000000003 0.10214000000000002 39.955516828000007 0.08759500000000002 0.079745000000000024 0.26597500000000007 0.070640000000000022 65.765062787050013 76.871083323950003 -0.021344999999999999 41.835830569250014 62.154463517850012 0.099855000000000027 0.022350000000000005 65.036490633650018 40.300545846000013 72.327589083450007 0.059500000000000011 37.345948426100009 0.011900000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 19 -4 6 -6 7 29 26 17 11 12 -11 14 15 16 -14 -10 -15 -2 25 -22 -19 -8 -25 -21 -7 -28 -24 -5
right_child=2 -3 3 4 5 8 23 -9 9 10 -12 -13 13 18 -16 -17 -18 22 -20 20 21 -23 28 24 -26 -27 27 -29 -30 -31
leaf_value=-0.033950623363091896 0.00055833676781224064 0.029253211119521994 -0.036391324332531276 -0.00030332241409787792 0.025017786958986894 0.016849719213017395 -0.046397552668268047 0.025335194744897437 0.025772059318941932 -0.029671111222987795 0.015720858435880513 -0.046701417514996089 -0.042608161269972147 -0.0092515028461599338 -0.038752177539858206 0.01317691855236227 0.017468029232567569 -0.011675178535815504 0.020306662963313571 0.0077173791900677956 0.011650761452792506 -0.031371048323580605 -0.00091730258461012707 0.012770053901707724 -0.040021131790044795 0.029581678536277495 -0.036845892410757759 0.010491457028202884 0.028726942993709179 -0.031908645359043739
leaf_weight=1.2742141565540794 295.36806774423167 0.44727209582924832 2.1730890201870343 2.2788830180652422 5.07669424265623 8.0607957132160646 2.8353182673454285 2.1001467213500291 3.2795652449131003 3.786551709170463 3.2289248015731564 2.3589546568691722 2.5472506578080374 2.8189368997700504 2.997315724263899 3.5521541154012084 1.7424315459793431 5.0965106473304314 4.5245176004245877 3.7899249217007291 3.3140612803399554 2.6480487531516701 2.5129105661762878 1.0555695295333865 0.97358012408949424 6.1320097595453262 1.6153167778684281 5.9661755660781637 2.1901767682284117 1.8026110066566614
leaf_count=186 3370 2 65 20 25 34 57 13 15 69 33 35 48 34 90 39 17 110 26 31 23 29 32 5 54 44 60 33 9 25
internal_value=0.000407529 -0.0175292 0.000487559 -0.00191734 -0.000882619 0.00159947 -0.0146693 -0.000809249 -0.00051302 -0.00412859 -0.0091955 -0.0125025 -0.00883036 -0.00449025 -0.0136028 -0.00399018 -0.0182057 0.00654709 0.00896015 0.00106376 0.0104622 -0.00745721 0.0001132 -0.0322822 -0.012559 0.0212301 0.00887966 0.000405736 0.0128877 -0.014262
internal_weight=387.548 1.72149 385.826 74.5744 72.4013 61.3552 11.0461 6.18164 56.2785 40.6362 27.557 24.3281 21.9692 18.1826 10.8392 7.84184 4.28968 13.0792 7.34345 311.252 15.884 5.96211 9.7996 4.86447 2.02915 9.92193 15.6423 7.58149 4.70309 4.08149
internal_count=4633 188 4445 948 883 709 174 58 684 557 391 358 323 254 194 104 65 166 60 3497 127 52 151 116 59 75 127 93 41 45
is_linear=0
shrinkage=0.0309526


Tree=409
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 2 4 0 1 4 4 4 2 0 4 1 1 4 1 4 4 1 0 0 4 2 3 3 0
split_gain=2.53234 3.31752 3.1924 1.76303 1.77459 2.72253 3.65025 4.20447 3.254 1.80211 2.76676 5.38637 3.91497 5.27263 3.6575 3.12951 2.70378 4.80711 2.62356 4.21441 5.61278 5.21094 4.38708 3.22538 5.57042 3.62782 2.59391 6.28907 2.52333 2.39081
threshold=70.348883899450016 85.732241321850012 70.74946416085001 85.769879735700016 61.982402197500001 86.103248543850015 -0.076544999999999988 42.844429421150004 85.931187223550012 63.910026677050006 42.154118731400011 42.684965421050009 42.686561923500008 -0.093604999999999994 86.692020874450009 43.157831852650006 62.154463517850012 62.041548276350007 36.558960102350007 66.235542959850008 38.621016321050007 43.118479346150004 66.859265246100009 92.168410086200012 90.60910437050002 38.751720283100006 -0.086139999999999994 0.092015000000000027 0.091885000000000022 85.968825637350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -3 5 8 7 -7 -5 10 16 14 -13 -14 -12 -15 17 29 -11 20 -20 -22 -21 24 -24 28 -19 -28 -25 -6
right_child=2 3 -4 4 9 6 -8 -9 -10 18 11 12 13 15 -16 -17 -18 26 19 22 21 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=-0.00017566221235916884 -0.0026738313635721071 0.001787089379681094 -6.3235811148776647e-05 -0.00020861162407858169 0.00016413159791342231 -0.0024698992166088821 0.0012224355179821919 0.00089376629049156434 -0.0032276019235865233 0.0009681913877206546 -0.0032156470383934528 0.0025238692187953514 0.0016925500115963187 -0.0016377632928007001 -0.00025619431260687263 0.00046594442603056601 0.0016692551463499909 0.00079457018880160508 0.00060466294641292389 0.0016852791271507715 -0.0035243310505317653 -0.00016759600220031404 0.00090312289154806608 -0.0024212684958626217 -0.0028688864009621244 0.0008407142690852067 -0.0028579044049983548 0.00057716120618332462 0.00034992270607461632 0.0020111263399587771
leaf_weight=75.578453769441694 2.8240935585927209 5.382119968533515 156.1591572619509 6.0080390125513095 5.7853692993521717 4.5923362150788325 11.516324415802954 4.2253702059388161 3.2621908262372017 20.713124837726355 3.7966404892504197 5.6844404339790335 10.076400071382521 7.9824610948562684 7.0931439399719238 8.8084888383746129 22.498061470687389 10.100673392415047 7.658974044024947 11.270815014839171 6.4460084326565248 4.7617541048675776 4.0205382853746396 4.0274067893624332 5.4764969795942307 22.823790361173451 5.3979337811470032 7.6002745032310486 3.7646487057209015 14.683898404240606
leaf_count=993 91 18 2339 27 21 27 41 15 32 87 44 56 41 54 33 36 108 34 32 43 48 38 22 27 60 132 35 29 17 53
internal_value=0.00014023 0.000267934 -0.000109609 0.000410321 0.000378115 -0.000178034 0.000320244 -0.000858059 -0.00127099 0.000460243 0.000670526 0.000193515 0.000689132 0.000300949 -0.00128798 -0.000534164 0.000984183 0.00063042 0.000207091 -1.73176e-05 -0.00100096 -0.00209818 0.000343849 -3.30622e-05 -0.00127202 0.000351262 -0.000130504 -0.000849363 -0.0010824 0.0014891
internal_weight=470.019 311.036 158.983 235.458 230.076 29.6043 20.334 8.81771 9.27023 200.471 109.508 43.4416 32.5518 26.8674 10.8898 16.7909 66.0662 43.5681 90.9636 70.2504 18.8667 11.2078 51.3837 40.1129 9.49704 30.6158 23.0989 12.9982 7.79206 20.4693
internal_count=4633 2203 2430 1210 1192 142 83 42 59 1050 544 264 187 131 77 90 280 172 506 419 118 86 301 258 82 176 98 64 44 74
is_linear=0
shrinkage=0.00243348


Tree=410
num_leaves=31
num_cat=0
split_feature=1 0 4 0 2 3 3 2 4 2 3 0 0 3 4 0 4 2 2 2 4 4 2 4 0 1 0 3 0 0
split_gain=3.18606 4.25548 3.20086 2.92946 2.95652 2.6365 7.51337 5.34191 3.64457 3.07688 4.68947 2.87996 2.77379 3.64452 2.53169 5.18779 3.18169 4.06855 3.12669 2.81798 2.45478 2.45237 2.73508 2.41038 3.92328 3.31639 4.124 2.8791 2.39299 4.10347
threshold=70.182199495350019 85.990333302400003 44.279556297950009 94.625660817400004 -0.08725999999999999 0.08759500000000002 0.092895000000000019 -0.016014999999999998 41.489621506400006 -0.072755 0.10249000000000003 89.711159354950013 86.780739992750014 0.10131500000000003 41.873095646600007 85.823648898300021 41.257948413050009 0.17437500000000003 -0.082654999999999992 -0.55200499999999997 40.300545846000013 41.319407281650008 -0.082275000000000001 38.238138001450004 75.381677519650012 58.309968391300011 85.216057360850016 0.10787500000000003 85.769879735700016 85.431134011250023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 14 5 4 20 -3 7 21 9 10 11 -8 -10 -14 16 18 17 19 28 -1 -2 -7 -23 24 -21 -25 -27 -28 29 -16
right_child=3 2 -4 -5 -6 6 8 -9 12 -11 -12 -13 13 -15 15 -17 -18 -19 -20 23 -22 22 -24 25 -26 26 27 -29 -30 -31
leaf_value=0.0021169800481410208 -0.0032895284136053135 0.00080178279255592086 -0.00089401922331588642 -2.6849964422168604e-05 -0.0027021622612482658 0.00044334800925471742 0.0020848628271874243 -0.002807038165830777 -0.0012262270128070216 0.0015322495835364167 -0.0009064670043954934 7.0197988811854993e-05 -0.0008495637244487266 0.0013888213212252284 0.00037577617420995243 -0.0030860829779023433 0.001129521036077737 0.0016112343722837689 -0.0013236073671805705 -0.0023994363973167798 0.00053218747198179733 -0.00016157132845000388 -0.0023660184449691593 0.00098729358039625534 0.00084056044194168362 -0.0031946954297454402 -0.0013443151245793696 0.00093884184620163626 0.0017598972825203024 -0.0014405184986402411
leaf_weight=2.275953682139515 1.0823772428557275 98.304488066583872 8.5090667437762004 150.9442490094807 4.3911996344104391 13.226559579372411 8.3086560145020503 5.0485206730663768 7.415434546768668 27.547737419605255 8.813981741666792 6.6330388635396949 6.4272633865475646 9.1847068443894369 23.172114457469434 3.608742043375968 15.52461503818631 6.4455238953232756 10.826375876786186 2.3567722495645276 4.5315492621157318 8.0733351558446902 4.5886099264025644 3.8574300464242723 11.059684707783161 4.6671547461301115 10.736734215170143 3.9190928637981406 3.9011732041835776 8.9688032325357181
leaf_count=11 22 462 88 2226 114 56 27 44 41 103 41 30 34 30 256 38 72 28 210 133 101 33 33 35 74 106 76 12 12 85
internal_value=0.00015608 0.000286532 0.000476015 -0.000106042 -0.00130079 0.000533281 0.00028254 -0.000661621 0.000675507 0.00101374 0.000412468 0.0011905 -7.80574e-05 0.000467305 -7.44606e-05 -0.000451952 0.000238718 -6.64424e-05 -0.000249131 -0.000344619 -0.000204648 -0.000243243 -0.000960449 -0.000497705 0.000271414 -0.000942859 -0.00132817 -0.00073378 7.36213e-05 -0.000131054
internal_weight=484.351 323.402 212.081 160.949 10.0051 203.572 105.268 30.937 74.3308 51.3034 23.7557 14.9417 23.0274 15.612 111.32 50.4772 60.843 45.3183 46.8685 38.8728 5.61393 25.8885 12.6619 36.5969 13.4165 23.1804 19.323 14.6558 36.0421 32.1409
internal_count=4633 2170 1022 2463 237 934 472 166 306 201 98 57 105 64 1148 601 547 475 563 447 123 122 66 436 207 229 194 88 353 341
is_linear=0
shrinkage=0.00227998


Tree=411
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 3 4 4 2 2 2 1 0 3 3 2 4 4 4 1 3 4 4 1 0 1 3 3 3 2
split_gain=3.14702 3.95573 3.57103 4.49632 3.74991 3.31719 3.79843 2.16288 2.04465 2.81151 3.36389 3.03824 2.63538 2.00516 5.78566 2.91373 3.15768 2.5067 2.87937 3.5463 2.22966 6.12378 1.94853 1.71237 1.66516 3.46911 3.81563 2.36437 2.18641 2.7182
threshold=70.348883899450016 70.74946416085001 85.662341410450011 61.917879202350001 85.121961326250016 -0.17949499999999999 43.968221017800005 37.232443001650005 -0.07490999999999999 -0.017745 -0.013285 59.98487780655001 67.160372556750005 1.0000000180025095e-35 -0.10978499999999999 -0.23353499999999996 48.96897326980001 42.498713093000006 35.119813570500007 57.772276765200012 -0.23921499999999998 48.914776625700007 44.952171034750002 90.937096262400004 95.217121606100008 71.053259929650025 -0.20885999999999996 -0.24748499999999998 -0.15849499999999997 0.059500000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 13 -10 -11 12 -12 14 15 16 20 18 -15 -20 21 -1 -8 24 25 -9 -27 -26 -29 -30
right_child=1 7 -4 5 -6 6 22 23 9 10 11 -13 -14 17 -16 -17 -18 -19 19 -21 -22 -23 -24 -25 27 26 -28 28 29 -31
leaf_value=-0.0031913790610553451 -0.0026609972602590916 -0.0009641209585911939 0.00041251047941701281 0.00065181192690725047 0.0015110078904227973 -0.0024443828758527308 0.0016805351562750976 0.0012925435214808324 -0.003824600227939763 0.0029225463074728612 0.0021776269436498152 0.0015163142758049491 -0.002766814871441637 0.0019293320058235194 -0.0028643275555370173 0.0016839234198550556 -0.0034631025350720865 0.0023780021734220265 0.0012028639070963457 -0.002312312146077303 0.0021099160330554788 0.0033616672022604602 -0.0024683265953330063 -0.0012750519203368078 -0.0014464187451900222 0.00039148627977859409 -0.0025489192195956934 0.0012927848302929964 -8.9619133723984506e-05 0.00074728969921752898
leaf_weight=2.3126149848103514 3.3699750811792901 13.8446016642265 249.30828103609383 4.111438341438773 9.427446033805607 10.697084088344125 2.2637670412659641 3.6012821132317177 1.7299561193212856 1.345974028110503 0.700473858043554 1.7576453499495981 4.432954921387136 3.4376237709075195 4.0502474778331843 5.5153285223059347 1.6644415482878683 4.087600238621234 2.8992423415184021 3.6228938363492489 2.2081876304000621 1.2235944271087644 0.88297456502914418 5.564301806036382 5.0208379570394746 4.054356498643755 6.362810540944337 9.6809431472793204 86.582535849418491 29.094577210023999
leaf_count=67 91 422 1272 34 35 267 12 18 18 3 8 9 149 24 86 55 14 17 16 36 17 2 62 438 67 29 283 51 842 189
internal_value=0.000142543 -0.000120535 0.000280986 -0.000198601 0.000163922 -0.00121652 -0.0017714 -6.82705e-05 -0.000145908 -0.0010793 -0.000502726 -0.00117176 -0.00209213 0.000153981 -0.000393887 0.000380314 -0.000590127 0.000816009 0.000174949 -0.000749734 0.000242319 -0.000923903 0.000516366 1.44353e-05 6.41253e-05 -0.000711652 -0.00140451 0.000147537 0.000211379 0.000120876
internal_weight=484.856 167.176 317.68 68.3715 50.4162 17.9553 13.8438 163.806 40.9888 9.967 8.23705 6.89107 5.13343 31.0218 16.9744 12.9242 7.40884 14.0474 9.95976 6.52214 5.7444 3.53621 3.14674 149.962 144.397 14.0184 10.4172 130.379 125.358 115.677
internal_count=4633 2430 2203 931 556 375 341 2339 521 187 169 166 157 334 241 155 100 93 76 52 86 69 74 1917 1479 330 312 1149 1082 1031
is_linear=0
shrinkage=0.00236883


Tree=412
num_leaves=31
num_cat=0
split_feature=1 0 0 2 4 4 0 4 2 2 0 0 1 2 1 4 3 3 2 4 3 3 3 1 2 0 2 3 0 3
split_gain=5.12521 5.50006 3.2796 3.13802 2.96272 2.69616 5.28642 3.40747 3.73765 2.73902 2.83563 4.01757 3.2047 3.18922 3.86176 2.76817 2.59973 6.08204 5.43587 3.74138 3.14123 2.51832 3.8815 2.58296 2.60724 2.47345 2.44944 2.39012 2.32566 3.77808
threshold=70.182199495350019 85.990333302400003 94.625660817400004 -0.160525 44.279556297950009 41.873095646600007 85.823648898300021 41.257948413050009 0.17437500000000003 -0.082654999999999992 85.799452775150016 85.431134011250023 61.076391807500009 -0.087660000000000002 62.186725015400008 48.393869453650005 0.08759500000000002 0.092895000000000019 -0.079789999999999986 41.559097512700014 0.11071500000000002 0.10787500000000003 0.10385500000000002 62.057679025150001 -0.22147500000000001 87.525442894850016 -0.054875 0.10214000000000002 86.780739992750014 0.10131500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 16 7 9 8 21 10 11 12 15 14 -13 -7 -3 18 -18 20 -19 22 23 24 -1 -20 -22 -11 -21 -30
right_child=2 4 -4 -5 -6 6 -8 -9 -10 27 -12 13 -14 -15 -16 -17 17 19 25 28 26 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0015960320828604857 0.00051064176986658578 0.00092683590704217118 -8.0084481441849509e-05 -0.0023686053786644541 -0.00086062095370744059 -0.0028441062134398811 -0.0033104469263848441 0.0012533375558843893 0.0017180701419121952 -0.0020051950267049928 0.0024257313518690725 -0.0032655609537379751 0.0015418628301413287 0.00079659833551912348 0.0005004860463187601 0.00015669346622167461 0.00028288694143573882 0.0015314015515582402 -0.0029666571301588912 -0.0011643571745848854 -0.00078637425385782512 0.00082791389357721114 -0.0040982370898064602 -0.0025674224524603745 0.00025611469356407455 -0.00075712287315844468 0.0010949625974260755 0.00056858915241299259 -0.0010286772523608245 0.0014771817060559717
leaf_weight=6.0012461212463704 3.2526692603714764 98.746480163186789 160.5463754463708 7.3180380614940059 8.1112238243222219 2.1708668651990619 3.6818432137370101 15.458566064946352 5.937984366901218 8.2490623532794398 2.7530102431774131 5.6200622897595167 9.2164360443130118 2.9376681931316835 2.2755784094333649 11.603530306369064 19.046187423169616 35.062916036695242 5.7499529607593995 7.6635903716087368 7.5168444141745594 8.2266187183558923 1.8710495531558979 3.0915293344296506 18.333792669698603 6.3340372331440449 9.1017379835247976 2.9013026170432559 5.9152181893587104 9.0634047612547857
leaf_count=216 43 462 2226 194 88 81 38 72 28 189 7 66 105 14 10 70 81 133 43 41 34 38 12 48 133 42 36 21 32 30
internal_value=0.000174488 0.000355455 -0.000166727 -0.00148264 0.000585017 -8.62975e-05 -0.000494481 0.000269849 -7.99565e-05 -0.000277249 4.53547e-05 -0.000148389 0.000428627 -0.00137295 -0.00218016 -0.000316237 0.000642441 0.000376134 -0.000528936 0.000755219 0.00111743 -0.000364483 -0.000699302 -0.000467426 -0.000200642 -0.00180849 0.000244005 -0.0013355 -7.1535e-05 0.000487591
internal_weight=493.759 322.642 171.117 10.5707 212.312 110.33 51.4094 58.9208 43.4622 47.7275 36.5772 33.8241 22.9908 10.8333 7.89564 13.7744 204.2 105.454 31.1302 74.3237 51.6815 37.5242 29.2976 27.4266 24.335 12.084 16.6186 11.1504 22.6422 14.9786
internal_count=4633 2170 2463 237 1022 1148 601 547 475 563 353 346 256 90 76 151 934 472 166 306 203 447 409 397 349 85 70 210 103 62
is_linear=0
shrinkage=0.00243902


Tree=413
num_leaves=31
num_cat=0
split_feature=1 0 0 2 3 3 1 3 3 1 0 3 2 1 4 3 4 4 3 3 2 1 4 3 3 3 1 1 1 1
split_gain=3.64745 5.07342 3.49849 3.13656 2.86674 3.36994 5.17524 5.61074 3.5401 2.99562 2.77191 2.72441 2.6714 2.65041 2.45867 2.62107 2.10583 2.34626 3.53317 6.46613 1.84202 3.29624 3.74202 3.1406 3.12827 4.17637 7.14403 4.28366 3.86788 3.31705
threshold=70.182199495350019 85.705356740550016 94.625660817400004 -0.160525 0.099855000000000027 -0.15544999999999998 61.993156030000002 1.0000000180025095e-35 0.083905000000000021 55.782817748650011 78.252950803000019 0.12001500000000002 -0.26416999999999996 89.89935142405001 44.578137159850009 0.080375000000000016 39.476991512000005 42.388109226950007 -0.25098999999999999 -0.55393499999999996 -0.051199999999999996 81.339300736700025 42.498713093000006 0.10214000000000002 -0.098985000000000004 0.083555000000000032 87.143681840350013 83.602982482550019 74.927328095600004 83.116371560950014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 9 7 12 -9 -1 -10 -6 -7 20 -3 -16 -11 -18 19 -19 24 -22 23 -23 28 26 -26 29 -4 -27
right_child=2 14 13 -5 11 6 -8 8 10 16 -12 -13 -14 -15 15 -17 17 18 -20 -21 21 22 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.0022097232763102497 0.00034855478426086545 0.00043129066020137455 -0.0012758572838859946 -0.0018180750059933952 0.00090189310751086302 0.0014614718169142396 -0.0019658707940336017 0.0010570087825177669 -0.0022640386062755809 -0.0012898506832152248 -6.4156674883195864e-05 -0.00095523181698654674 -0.0020314532542261904 -0.0010221627594184321 -0.001667465405062022 0.0002680899444038501 0.0017790187077740443 0.0013372257802943324 0.0015141290132528488 -0.0028088807576493588 0.00052930849270027287 -0.0022252453809015259 0.00055610498963807491 0.0011929225835746106 -0.0016537988183284015 1.491995534502369e-05 0.00073179755844889082 -0.0022309624226900448 0.0010990454579634839 0.0022893351302755516
leaf_weight=1.5863312557339693 3.6139469230547547 240.17576053366065 3.0934258429333594 7.5487942527979595 13.874199129641058 0.89580881875007978 8.8374778064899129 9.5289138611406106 2.5185872837901107 2.0394812598824528 12.456588422879575 3.6492835637181988 7.5572241237387079 8.9818730846745876 4.2701210202649218 6.3860968519002199 5.4996896833181372 2.6734899617731593 4.3183996491134122 2.8345808889716868 48.711439171805978 5.2284595975652319 5.5910909362137318 1.2108690626919267 16.015491259284321 55.246114653535187 6.4368885462172321 3.004189010243862 13.261819289065896 2.4493856169283381
leaf_count=100 43 1103 45 194 69 6 211 51 47 73 79 30 227 612 54 40 21 15 17 27 285 137 30 13 355 474 87 97 83 8
internal_value=0.000138957 0.000258761 -7.96086e-05 -0.00111663 -0.000166329 -0.000362913 -0.000666246 -0.000317751 0.000145722 0.000306023 -0.000434142 0.000515145 -0.00166129 -1.12053e-05 0.000391407 -0.000507519 0.000535834 0.000778781 0.000218967 -0.000796457 4.54583e-05 0.000307901 -0.000588583 -0.00158248 -0.000114744 -0.000265134 -0.000969871 -4.45634e-06 0.000649857 0.000111477
internal_weight=509.496 329.102 180.394 11.1627 78.2701 60.7466 41.7946 32.9571 24.5041 18.952 14.9752 17.5235 8.45303 169.231 250.832 10.6562 17.3656 15.3262 9.82647 5.50807 160.249 60.7419 12.0304 6.43933 99.5073 83.1521 22.4524 60.6997 16.3552 57.6955
internal_count=4633 2170 2463 237 973 874 621 410 177 253 126 99 233 2226 1197 94 153 80 59 42 1614 465 180 150 1149 1021 442 579 128 482
is_linear=0
shrinkage=0.0019125


Tree=414
num_leaves=31
num_cat=0
split_feature=1 4 4 0 2 2 0 2 2 4 3 3 0 3 3 0 1 3 1 1 0 0 0 0 4 1 0 3 3 2
split_gain=3.77077 4.83568 3.70406 4.66196 3.75028 3.42157 2.97289 2.95936 2.7304 3.35022 3.24148 3.41824 4.18483 2.81911 3.05317 2.68807 2.64456 3.35659 2.19443 2.99269 4.38907 7.34355 4.23087 3.79519 3.17584 3.72029 5.07599 4.85185 3.76873 3.48127
threshold=81.339300736700025 44.749265482150008 44.461493122800007 75.381677519650012 0.70681500000000008 -0.18437499999999998 103.57284947555002 -0.61402999999999996 -0.237895 49.960114208400007 -0.15544999999999998 -1.0000000180025095e-35 71.749570585400008 -0.25098999999999999 -0.53179999999999994 122.35979489110001 83.602982482550019 -0.15544999999999998 80.538140213850014 66.859265246100009 91.886121982450007 90.321439350550008 90.321439350550008 89.861713010250014 38.396531328800009 63.910026677050006 86.09518316945001 0.09721500000000001 0.08079500000000002 -0.14314999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 -1 6 16 18 -4 9 -9 13 -12 -13 14 -10 -3 -2 -18 19 22 21 -21 23 24 -5 26 -26 29 -28 -27
right_child=1 15 7 4 -6 -7 -8 8 10 -11 11 12 -14 -15 -16 -17 17 -19 -20 20 -22 -23 -24 -25 25 27 28 -29 -30 -31
leaf_value=-0.0015527849696532706 0.0015408550205274088 0.00062205975335779921 0.0022876524363343773 0.00099672218379688159 0.0019625517497349784 -0.0014100676432717968 -0.0015218424829964139 -0.002308124063140181 0.0010077987224780152 0.0022541920308161538 -0.0024545341985787584 0.0024976768560477352 -0.0006866838047066996 0.0013483142927603921 -0.0018700819876803455 -0.0021968329661649351 0.0015648665728377441 -0.0023183544964378196 0.0011258691845559725 0.00046695345737429484 0.00011848018691098576 -0.0031391983206972333 0.0013255366926498762 -0.0013048281807974162 -8.6133596475610803e-05 0.0013924145903716845 0.001321612043587558 -0.0033095805861008912 0.00040354142024342203 -0.0017833413432721376
leaf_weight=5.8101472242269656 3.4086036961525705 17.076667573302988 1.6985634807497252 28.488605757709593 5.5155844241380683 19.631133126444183 3.8394394777715197 5.3014782238751641 2.9285523761063814 0.76883705332875241 3.9432134088128796 1.9158958494663334 16.983400019584224 7.7264619302004522 3.2385430848225951 1.5383751387707878 1.4595040935091672 2.5528574833879247 12.5125948600471 4.7454727604053897 135.07340974453837 4.6781367035582662 18.843331187963486 5.8573545813560477 73.020366854034364 3.2758369520306587 24.219635903835297 2.7107166517525911 81.165286846458912 2.5694939149543625
leaf_count=348 25 189 6 156 30 701 82 176 14 4 59 5 306 35 31 69 30 157 41 41 920 61 81 34 465 24 133 28 353 29
internal_value=0.000147485 -0.000412121 0.000203426 0.000263849 0.000289813 -0.000963458 0.000266806 -0.000356378 -0.000461293 -0.00173028 -0.000251604 -0.000724775 -0.000363873 0.000526341 -0.00050347 0.000389102 0.000217986 -0.000905826 0.000284097 0.000256714 2.44561e-05 -0.00132324 0.000396462 0.000317356 0.000361457 0.000264657 0.000327754 -0.00105099 0.000614533 -3.58604e-06
internal_weight=502.498 45.6671 456.83 412.325 406.515 27.0521 401 44.5049 42.8064 6.07032 36.7361 22.8425 18.8993 13.8936 6.1671 18.615 7.42097 4.01236 397.16 384.648 144.497 9.42361 240.151 221.307 215.45 186.961 178.405 8.55605 105.385 5.84533
internal_count=4633 1171 3462 2826 2478 913 2448 636 630 180 450 370 311 80 45 258 212 187 2366 2325 1022 102 1303 1222 1188 1032 951 81 486 53
is_linear=0
shrinkage=0.00204248


Tree=415
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 3 3 2 0 4 0 4 4 0 2 2 2 2 2 4 1 2 4 3 0 0 1 4 3
split_gain=0.645226 2.50234 1.05651 1.4205 1.81474 1.29079 2.22875 2.11867 3.8542 2.26263 1.91605 1.69856 3.51453 2.16782 2.00571 4.81995 1.2256 6.6869 6.2375 5.44051 3.75123 3.4442 3.22614 2.70534 2.64764 2.81357 2.58971 2.53072 4.56042 2.77963
threshold=70.348883899450016 70.74946416085001 85.990333302400003 85.931187223550012 -0.074029999999999999 -0.072755 0.10487000000000003 0.099855000000000027 -0.057599999999999998 84.546631286350006 40.767054867700004 85.705356740550016 42.081757894750005 44.279556297950009 85.398872513700013 -0.089569999999999997 -0.06828999999999999 -0.077085000000000001 -0.054875 -0.078549999999999995 39.746231405950006 61.93938686740001 -0.043559999999999995 41.489621506400006 0.12376500000000003 86.264556031700025 86.866770652900016 63.910026677050006 38.171717059500004 -0.10978499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 7 8 -7 -10 -11 14 -13 -14 -1 -16 17 19 -18 21 -19 -4 -20 27 25 -23 -25 -24 -29 -30
right_child=1 -3 16 4 -6 6 -8 -9 9 10 -12 12 13 -15 15 -17 18 20 22 -21 -22 24 23 26 -26 -27 -28 28 29 -31
leaf_value=0.0024837128275649379 -0.035153937702261336 -0.00062538219894019966 -0.024194506919900657 -0.04324094431651495 -0.001852311654467754 -0.062862269135786839 -0.02902230722159467 0.014597954351521241 -0.02118320189672868 0.022036601792911645 -0.01105748552944268 0.021480555785117799 -0.021256859085021187 0.012269874171988701 -0.042445104213002446 0.0023416632674236682 0.026515044849604361 -0.0040470518758315066 -0.026731011200062854 0.031508973272913181 -0.047767363262878441 0.020340587363975215 0.017996066663423328 -0.031776570289012429 -0.022133176073334506 0.0017667961812118525 -0.00045633480082515735 0.013801031571898862 0.016201799176020562 -0.02766396489341777
leaf_weight=32.640860125189647 2.2109115332132196 129.52118626594893 5.2445555292069903 1.8600454181432722 2.6752578746527425 1.2572734896093631 3.9141837023198596 5.4389639105647793 4.6608791261678579 4.1186654940247536 3.2351250573992729 11.353683829307558 4.4731269218027574 3.6089970245957375 3.8456168510019779 7.0532640404999238 12.906764857470987 3.8432807698845846 3.8441721871495238 6.5434533506631842 4.3140373826026917 9.6021418720483762 16.532463606446981 3.460941435769203 4.2273056358098975 70.195217506494373 13.021259400993584 11.872161112725736 1.9588212072849245 6.3337002489715823
leaf_count=562 91 2339 32 30 14 13 41 27 202 17 31 34 35 14 75 53 52 21 23 79 37 35 96 31 25 412 86 49 7 70
internal_value=0.000634769 -0.00120489 0.0015526 -0.00127502 -0.0188269 -0.000345082 -0.00693828 -0.00231847 -0.00925097 -0.00364082 0.00747765 0.00202364 0.00993428 -0.00628581 -0.0015076 -0.0134611 0.00301822 0.000802482 0.00631249 0.0031839 -0.0271688 0.00110767 0.00173983 0.0037979 0.00268695 0.00400181 -0.00703297 0.00866249 0.00101014 -0.0173022
internal_weight=395.768 131.732 264.036 90.1359 4.5353 85.6006 22.6251 18.7109 13.2719 12.0147 7.35379 62.9755 19.4358 8.08212 43.5397 10.8989 173.9 103.97 69.9303 95.8127 8.15732 89.2692 57.0235 53.1793 84.0247 79.7974 16.4822 36.6971 20.1647 8.29252
internal_count=4633 2430 2203 1148 44 1104 331 290 263 250 48 773 83 49 690 128 1055 641 414 583 58 504 362 339 472 447 117 222 126 77
is_linear=0
shrinkage=0.0321822


Tree=416
num_leaves=31
num_cat=0
split_feature=1 4 4 0 1 1 3 4 0 0 4 1 3 3 3 3 3 3 1 3 1 4 4 4 4 1 1 0 0 1
split_gain=0.610771 0.685949 1.149 0.563459 1.76171 3.62074 1.03738 1.37147 1.61293 2.01126 1.03174 1.025 1.14662 1.10871 2.1403 1.27728 2.27631 1.96956 1.27352 1.77131 0.899757 1.82588 0.888754 1.20981 0.787168 0.656863 3.75329 3.01464 3.23634 3.28429
threshold=90.937096262400004 48.109449608500007 48.914776625700007 76.535026057600007 58.309968391300011 59.240174904450008 -0.27297999999999994 32.724174661450007 93.501885318850015 94.109476856350014 34.424709467050008 57.492677119650004 -0.57039999999999991 -0.55393499999999996 -0.25587999999999994 -0.10978499999999999 -1.0000000180025095e-35 0.079025000000000026 55.887667615750004 -0.24212500000000001 73.448676123850007 33.361153777850006 36.016191615950007 40.21994457600001 41.600558339100012 66.859265246100009 66.235542959850008 92.168410086200012 90.321439350550008 67.606656606400023
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 22 8 -8 -10 20 12 -1 -14 -15 18 -17 -18 19 -16 -9 -22 -7 -24 -25 26 -12 28 29 -27
right_child=1 2 -4 4 5 6 7 10 9 -11 25 -13 13 14 15 16 17 -19 -20 -21 21 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=-0.034942479707036844 -0.027635609574921813 0.014523094685470941 -0.028500468067986475 0.015703535396246509 -0.032533209027490302 0.0069223037050180113 -0.04311874520500121 0.018706609523055855 0.030337388234315841 -0.031658258295634657 0.0011478038020977419 -0.02848192588738804 0.03182492673824177 -0.035905770680131864 0.019654078078816223 -0.030121752502554933 0.02964042165323004 -0.013044174222106891 0.020599359158603923 -0.035356614644163592 0.019419406007724009 -0.030255212540473031 -0.037140022523229815 0.0041059262100086808 -0.020461235260518726 0.029287921562347396 0.018978542675167652 0.00059986236018861033 -0.027197042006538108 -0.022440165562353384
leaf_weight=0.76309804036281903 1.2048560819821426 1.2389050498604772 0.73659486777614791 5.8076289482414714 2.4439434283412984 1.814306127373128 1.1362781394273036 4.5139496065676203 0.78604646027088143 0.77179745282046497 178.49341722670943 1.2317748069763172 0.74283859040587863 1.2759097737725795 0.86766692064702489 2.0868296511471227 1.4777043052017798 1.7657530689612029 3.4858494284562767 0.87474017101339552 1.2502236540894958 0.98411671328358341 1.3819631808437405 2.0665247552096848 1.8302008239552376 1.962570965290068 9.2400673851370794 151.18069656647276 6.1072674375027418 1.708670806372538
leaf_count=35 468 15 71 32 52 20 21 30 3 88 1231 154 7 71 6 80 6 39 18 60 13 39 29 17 36 7 44 1807 81 53
internal_value=0.000493081 -0.011413 -0.00151889 0.00059066 0.000795991 0.000560517 0.000781965 0.000986571 -0.0184038 -0.00037691 0.00113354 -0.00467192 -0.00247344 -0.000503456 -0.00253268 0.00150017 -0.00789676 0.00640273 0.0110805 -0.00796293 0.0116985 -0.00245981 -0.00954888 -0.0152101 -0.00743269 0.000929079 0.00202542 -0.000349624 -0.0150292 0.00521261
internal_weight=391.232 3.18036 1.9755 388.052 373.48 367.672 365.228 358.135 2.69412 1.55784 355.441 14.5722 13.3404 12.5773 11.8345 10.5585 5.33029 3.24346 5.22826 1.74241 6.74829 2.23434 7.09299 5.27869 3.89673 348.693 187.733 160.959 9.77851 3.67124
internal_count=4633 554 86 4079 3603 3571 3519 3417 112 91 3305 476 322 287 280 209 125 45 84 66 82 52 102 82 53 3223 1275 1948 141 60
is_linear=0
shrinkage=0.0272798


Tree=417
num_leaves=31
num_cat=0
split_feature=4 2 1 1 4 4 3 0 0 1 3 2 3 0 0 4 2 0 2 2 3 3 1 0 1 0 3 0 3 2
split_gain=0.538408 0.935958 0.677587 0.88368 0.560466 2.58639 2.55668 2.0274 3.25888 2.3286 1.85638 2.30121 1.56915 2.8466 1.27736 1.08344 2.09839 1.78179 1.03776 3.07085 2.04051 2.19918 1.83534 2.75473 2.07755 2.11637 2.11325 2.14932 1.68353 1.65728
threshold=31.914316944300001 -0.10771499999999999 68.327163385350005 72.62331947780001 36.558960102350007 37.041406607950009 0.090465000000000031 89.861713010250014 91.886121982450007 78.381996793250025 0.077990000000000018 -0.23265499999999997 0.098510000000000028 93.72771580185001 94.985914206850012 37.765550062200006 0.19977000000000003 91.109157582800023 -0.0025899999999999999 0.04932000000000001 0.11768500000000003 -0.144095 81.339300736700025 107.30980627685001 76.621056717750008 98.031937268650012 0.08759500000000002 101.91675926715001 0.12376500000000003 0.13747000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 7 6 14 10 -9 12 11 -2 13 -10 -6 16 17 -7 -17 20 21 -20 24 -24 25 28 27 -26 29 -21
right_child=4 2 3 -5 5 15 -8 8 9 -11 -12 -13 -14 -15 -16 18 -18 -19 19 22 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.031634154595232486 0.026879795186948986 -0.031931133886056708 0.030395520738283104 -0.028381923878275973 -0.05064712094193799 0.015878406966041498 -0.0019720861831099869 -0.028011825073619819 0.031632468830502782 -0.030101719584726152 0.019422123683263192 -0.022287490147300304 -0.0091935828308285852 0.00026202093422022669 -0.012961304694740244 0.00098222677125941646 0.029616023491305651 -0.0089866307229559059 0.01157285951806682 0.0041564539859812143 0.016982573212903088 -0.02759636262770029 -0.033655011064315989 0.0046434306823916046 -0.019595878711796567 -0.0284803249891366 0.024725409142710486 0.013402407843137695 0.017526232105258503 -0.0096108794620255837
leaf_weight=1.0814383364631797 1.1153468340635293 0.31820504460483678 0.71845342218875885 0.26799310761271045 1.7960715331137174 4.0094517152756435 3.8743603227194399 3.0103121888823834 3.8083873540163022 1.3916814718977537 8.8264094339683634 2.0830706791020965 3.1462957821786395 5.2502942157443613 1.1107966990675775 279.03142648012727 2.8136014193296424 4.8706188293290325 1.2844729736680154 13.879108195193117 1.1771118342876423 7.3693987836595616 2.9345186203718177 2.8011824877467006 2.4048749278299493 2.1398670179769388 5.2200632095336914 4.0309124290943146 3.655198883265256 12.849461304489521
leaf_count=129 3 10 3 80 24 31 39 22 13 143 62 64 30 54 29 2964 11 87 61 121 5 171 57 107 54 41 23 20 34 141
internal_value=0.000450315 -0.0126313 0.00312034 0.0144271 0.000531204 0.000233167 -0.0166642 0.00424995 -0.00200504 0.00375288 0.0128885 -0.00514196 0.00761318 0.0134506 -0.0362463 0.000560112 0.00882708 0.00224021 0.000274759 -0.00302931 -0.017141 -0.0217826 -0.000249957 -0.0149509 0.00165863 -0.00192749 0.0116651 0.00107186 -5.74282e-05 -0.00246204
internal_weight=388.27 2.38609 1.30465 0.986447 385.884 357.252 6.78123 28.6318 16.607 13.5967 12.0248 3.19842 12.205 9.05868 2.90687 350.471 11.6937 8.88007 338.778 59.7462 9.83098 8.65387 49.9152 5.7357 44.1795 32.5236 11.6559 6.43579 30.3838 26.7286
internal_count=4633 222 93 83 4411 4020 92 391 262 240 129 67 97 67 53 3928 129 118 3799 835 237 232 598 164 434 337 97 74 296 262
is_linear=0
shrinkage=0.0276241


Tree=418
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 1 1 2 3 3 3 4 3 3 4 4 2 4 2 2 2 3 0 0 4 3 0 3 4 1
split_gain=0.525554 0.629026 1.23981 0.500276 1.47253 3.24986 1.01157 1.33978 1.05408 1.71997 2.89186 1.6694 1.05773 0.887187 1.18221 1.27631 0.854892 0.818041 0.734779 3.51461 3.4052 2.37194 2.65097 2.33504 3.06766 2.26547 2.08054 1.95566 1.69595 2.86591
threshold=90.937096262400004 -0.088274999999999992 -0.038374999999999999 76.535026057600007 58.309968391300011 59.240174904450008 56.820562587050013 -0.25447999999999998 -0.25587999999999994 -0.15544999999999998 -1.0000000180025095e-35 49.247968080500009 0.079025000000000026 -0.27297999999999994 32.724174661450007 30.518512326550006 -0.10771499999999999 34.424709467050008 -0.079369999999999996 -0.077085000000000001 -0.082654999999999992 0.092185000000000031 86.135510041400025 86.866770652900016 41.808689985400001 -0.25843999999999995 94.75470680765001 -0.25587999999999994 39.788107623550012 83.116371560950014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 6 -5 -6 8 -8 11 -10 -11 -1 -12 -7 15 16 -15 -16 20 26 27 22 -22 -24 -25 -21 -20 -19 29 -29
right_child=1 2 -4 4 5 13 7 -9 9 10 12 -13 -14 14 17 -17 -18 18 19 25 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.04507662310736197 -0.038664890686259341 0.019356533181764803 -0.03607322888849538 0.018683220661801826 -0.041522236890746529 -0.011716297460198224 0.019529987706331804 -0.040844224164879157 0.022309567266884548 -0.038514198612253248 0.037328872046922298 0.013140120176757721 -0.0073285302560031802 -0.04025479540148956 0.013964291290417616 -0.054899749228311777 0.018151463244437463 -0.029994634790841457 0.03289641310558139 0.029107754626680436 -0.04770083850406906 -0.047187158014521322 0.01386942926350495 0.01415224980049419 -0.045546572573183924 0.00075588183654546649 -0.0019158330555970897 -0.0087574241841414345 0.003145890946484185 0.028348689030806701
leaf_weight=1.5039100010180839 0.90706849243724752 1.213608715392184 0.8509252722142252 5.6719501540064803 2.255917490925639 6.8135746470652512 0.600527475588024 1.888278804719447 3.7564725049305689 2.2661247999640164 1.3599534258246442 1.0279040001332758 1.272748931776732 0.47488242186955187 6.1876074239844447 0.96401379443705071 0.89825226814718839 2.5017872052267185 7.2694469075649959 3.5784267894923678 1.9364333320409048 2.6426446298137298 5.048161603510378 1.8026535958051679 2.6144416425377131 147.38576320104767 3.0089403335005045 31.048268662299961 133.87065041682217 2.8140311909373841
leaf_count=88 257 80 217 32 52 102 11 175 41 115 6 6 34 41 82 28 43 29 84 19 32 32 18 11 40 1194 20 320 1373 51
internal_value=0.000522632 -0.0142267 -0.00348958 0.000637228 0.000882439 0.000604387 -0.00597517 -0.0262764 -0.00145873 0.00438638 -0.00935731 -0.0214409 0.0157398 0.000867741 0.00110992 -0.0238478 -0.00204765 0.00127577 0.00104854 0.00278425 -0.000470194 -0.0171329 -0.0101671 -0.00248827 -0.021183 0.00142793 0.0227053 0.000904478 0.00136535 -0.00567383
internal_weight=385.435 2.9716 2.06453 382.464 368.788 363.116 13.6759 2.48881 11.1871 8.6553 4.89883 2.53181 2.6327 360.86 354.046 2.33715 1.37313 351.709 345.522 161.243 184.279 14.0443 11.4017 9.46526 4.4171 150.964 10.2784 170.235 167.733 33.8623
internal_count=4633 554 297 4079 3603 3571 476 186 290 196 155 94 40 3519 3417 112 84 3305 3223 1317 1906 133 101 69 51 1213 104 1773 1744 371
is_linear=0
shrinkage=0.0352078


Tree=419
num_leaves=31
num_cat=0
split_feature=0 0 4 4 4 0 4 4 2 2 2 0 0 2 2 1 0 0 0 4 1 3 1 4 0 2 0 3 3 2
split_gain=3.39359 4.04846 2.44076 2.44004 2.17692 4.62237 2.88626 4.6522 3.48398 3.09349 2.56855 2.43847 3.63348 3.44521 3.10312 3.02837 2.30574 2.16161 2.85539 2.08038 2.05021 2.19628 2.37362 2.27763 3.68206 2.6988 2.16045 2.03784 3.8304 3.38956
threshold=93.972365491700018 85.990333302400003 44.279556297950009 38.238138001450004 41.965446242000006 85.823648898300021 41.243661560350013 40.806664626150003 0.17437500000000003 -0.057599999999999998 -0.54488499999999995 85.799452775150016 85.431134011250023 -0.087660000000000002 -0.082275000000000001 61.076391807500009 85.705356740550016 94.940210418650011 95.050437202000012 43.847983878700006 62.132955852800002 -0.11223 58.793890854750011 37.995872310650007 85.732241321850012 -0.092084999999999986 83.479313408550013 0.080545000000000019 0.079220000000000027 0.15684000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 27 17 6 11 7 8 10 16 -1 12 14 -14 15 -6 -8 -2 -19 -16 21 22 -12 26 25 -25 -23 28 -3 -29
right_child=3 2 -4 -5 5 -7 9 -9 -10 -11 20 -13 13 -15 19 -17 -18 18 -20 -21 -22 23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.0028091742088111765 -0.0028990377999111657 0.00075023099488811021 -0.0010537129211218117 -3.4361167607911527e-06 -0.00030095507179325997 -0.0037650901975495696 0.00042004955336034759 -0.0035605157497944737 0.0021777366581824777 -0.0011047094358774233 0.00083204907026729715 0.0021379407402049994 -0.0031339185530427603 -0.00031335636454426802 -0.0033269177587698043 0.0018638301569238454 0.0026837641231382959 0.0030060648181011646 -0.00090829015445817582 0.00062094164175214 -0.0028770711518684581 8.376262532855451e-05 -0.0037453623416030661 -0.0042536818962060829 0.00089166845351518892 -0.00065063882864199209 0.0033062525428053024 0.00062096196821231377 0.002708954046058499 -0.00098118400101682764
leaf_weight=2.0292096063494673 3.8919838313013342 37.745546932797879 6.8744651833549133 146.0512937149033 12.469411350786688 3.3156338818371287 6.0499898595735457 2.9776003863662472 5.5406315373256794 3.7568270582705727 1.3839853019453645 3.0445294678211203 6.5995302498340607 7.2770535182207805 3.0472991047427085 8.8155122231692058 8.8648720532655698 1.6154968440532709 19.067681122105569 1.6412990123499183 2.5970115554518989 3.8539091441780391 2.6177722869906574 2.593633466400207 7.4071679413318634 4.6222925409674618 2.9242379367351532 126.54583828384057 10.117523811757563 11.513227570801972
leaf_count=11 48 179 105 1862 148 37 34 47 27 48 47 10 74 57 107 104 21 7 519 44 50 61 126 43 25 25 9 589 84 85
internal_value=0.000175468 0.000358393 0.000600455 -0.000142109 -9.282e-05 -0.000549194 0.000275749 -0.000166139 0.000118009 0.00118802 -0.000262027 -0.000300615 -0.000486919 -0.00165478 0.000137021 0.000595627 0.00176552 -0.000966248 -0.000602552 -0.00194492 -0.000484602 -0.000240014 -0.00216229 0.000119427 -0.000508456 -0.00194569 0.00147401 0.000661618 0.00116428 0.000487353
internal_weight=466.852 296.226 192.797 170.626 103.429 46.2103 57.2191 38.5475 35.5699 18.6717 30.0292 42.8946 39.8501 13.8766 25.9735 21.2849 14.9149 24.5752 20.6832 4.6886 28 25.403 4.00176 21.4012 14.6231 7.21593 6.77815 185.922 47.8631 138.059
internal_count=4633 2197 1042 2436 1155 581 574 471 424 103 397 544 534 131 403 252 55 574 526 151 386 336 173 163 93 68 70 937 263 674
is_linear=0
shrinkage=0.00282697


Tree=420
num_leaves=31
num_cat=0
split_feature=1 0 1 4 1 3 0 0 0 3 4 1 0 1 3 2 2 2 1 3 3 2 4 4 4 1 3 4 0 1
split_gain=4.18321 5.07562 3.62799 2.37668 2.3406 2.81406 4.00389 2.70844 6.30974 2.58442 2.42801 2.02817 2.17786 3.3204 4.44912 1.7915 2.23974 2.74587 2.54178 2.18013 5.03115 3.14459 3.71744 2.69249 3.01256 3.33722 2.12213 5.96408 1.88251 1.74739
threshold=70.348883899450016 85.705356740550016 70.74946416085001 37.232443001650005 61.917879202350001 -0.17949499999999999 85.619326080400015 85.431134011250023 85.121961326250016 0.091510000000000022 43.968221017800005 90.937096262400004 95.217121606100008 71.053259929650025 -0.20885999999999996 -0.07490999999999999 -0.017745 -0.013285 59.98487780655001 1.0000000180025095e-35 -0.10978499999999999 -0.23353499999999996 48.96897326980001 42.498713093000006 35.119813570500007 57.772276765200012 -0.23921499999999998 48.914776625700007 67.160372556750005 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 4 -2 29 7 -6 10 8 15 -8 -7 12 13 -5 -15 19 -17 -18 28 20 21 22 26 24 -21 -26 27 -1 -19 -4
right_child=2 -3 3 11 5 6 9 -9 -10 -11 -12 -13 -14 14 -16 16 17 18 -20 23 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0029734408270600875 -0.0024139123610634645 0.00044095422083746335 0.00041459458401017389 0.0010439649564535543 0.00064806658086141288 -0.0024852651073732027 -0.0011908654321646356 -0.0023086825988125489 0.0020295963265115047 0.0011981898643385225 -0.0001351150726805488 -0.0012954367734269792 0.00013047549631346086 0.00052093402109438592 -0.0023536713731885923 -0.0033648738466596174 0.0025695141476733646 0.0017408390718127156 0.0011819639334021237 0.0017258032015219122 -0.0026010154508391845 0.0014206155630200428 -0.0034005435343697327 0.0021816491578569744 0.00090937918288234987 -0.002260668786182413 0.0018220178291537628 0.0030304950812218251 -0.002530598874776599 -0.001360843967297624
leaf_weight=2.2723031751811495 3.2214558245614162 248.84468228928745 3.4532878305762997 3.6742828898131838 5.4623895324766663 8.9489289335906523 4.2278356365859491 2.1581117734313002 7.3694608174264422 4.3330799490213394 2.7056285925209513 5.5554340274538836 133.16463097045198 3.9323680251836768 7.2095222692005327 1.5886144917458294 1.1477640271186826 0.56002442538738417 1.6651981584727762 3.4667835263535363 3.9123239940963712 5.71402130043134 1.8438760191202161 4.1823003180325022 2.91664794459939 3.397644616663456 2.2016323935240512 1.192120313644409 3.7710309003014117 10.853747340035623
leaf_count=67 91 1230 24 18 38 254 36 14 23 16 71 438 1149 29 283 18 3 8 9 24 86 55 14 17 16 36 17 2 149 398
internal_value=0.000146268 0.000291514 -0.000128731 -8.48712e-05 -0.000204071 -0.000736392 -0.00111048 7.28524e-05 0.000181739 1.83472e-05 -0.00193967 -5.90422e-06 4.25069e-05 -0.000748136 -0.00133912 -0.000160138 -0.00103018 -0.000511009 -0.00110066 8.41646e-05 -0.000435404 0.000205295 -0.000719396 0.000721794 9.75737e-05 -0.000796385 0.000153117 -0.000907465 -0.00197828 -0.000932307
internal_weight=494.947 323.882 171.065 167.843 75.0377 25.6779 20.2155 49.3599 47.2017 8.56092 11.6546 153.536 147.981 14.8162 11.1419 39.8323 8.73263 7.14402 5.99625 31.0997 17.1363 13.224 7.50993 13.9634 9.78108 6.31429 5.66606 3.46442 4.33106 14.307
internal_count=4633 2203 2430 2339 973 415 377 558 544 52 325 1917 1479 330 312 521 187 169 166 334 241 155 100 93 76 52 86 69 157 422
is_linear=0
shrinkage=0.00217391


Tree=421
num_leaves=31
num_cat=0
split_feature=4 0 2 2 4 3 4 3 4 2 3 0 1 4 2 4 2 0 1 3 1 1 1 0 0 4 4 1 1 0
split_gain=0.527942 1.01668 1.32508 1.05495 0.893767 2.13032 1.81525 1.50124 1.21143 1.02841 0.99042 1.37079 0.95771 2.45421 2.03761 2.44321 2.10757 2.00597 1.81018 1.91248 1.6075 1.59157 1.33642 1.96764 1.62677 2.37906 2.17129 1.69019 1.98567 2.31596
threshold=49.064150740050003 71.144667506050013 -0.15734499999999998 -0.045684999999999996 47.927946529500012 -0.23921499999999998 46.095286511800005 -0.15544999999999998 47.079243513300007 -0.088465000000000002 0.076130000000000017 96.324766355850002 81.339300736700025 44.749265482150008 -0.085550000000000001 42.670715716450012 0.28423000000000004 103.57284947555002 83.75622459600001 -0.225495 80.13218303615001 82.49264927465002 78.962703749400006 102.65877371115 99.013224486300018 40.300545846000013 36.016191615950007 74.927328095600004 71.053259929650025 95.988709089550014
decision_type=2 2 2 2 2 2 2 2 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 12 -7 -8 -10 -9 -12 17 14 15 18 -16 20 -14 -20 22 -18 23 24 27 26 -26 28 -1 -30
right_child=1 2 3 -5 5 7 8 10 9 -11 11 -13 13 -15 16 -17 21 -19 19 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0015642102916879335 -0.039605351289200522 0.0036951542219716251 -0.034255090033446026 0.0032570143590361974 -0.016236094796008429 0.035992457912155246 -0.034985901832790892 -0.0069926665935549038 -0.015926894725235417 0.021370597086115335 0.030400660072065461 -5.6075459283927954e-05 0.019979926637746118 0.023825305046935412 -0.030915624349037614 -0.034617017927451074 0.028440235974474929 -0.024837839601811164 0.018039470928745919 -0.035180382103057108 0.012998510698272403 -0.035199193129559346 -0.019504474645602371 0.027713189838086131 0.0037286925952158779 0.0010278492678236154 -0.038978424975259156 0.0092307782073499395 -0.020148548859334318 -0.00053083305275521153
leaf_weight=245.97991462866776 0.86454887688159843 7.8278525334317228 2.1006418762262902 1.2182027548551562 2.8634496899321666 2.6234365049749604 2.3445431909058234 2.9035057406872493 2.7738473380450164 1.0474474744405595 3.1637927684932947 2.9249491402879357 4.7062406335026061 2.4647274282760909 6.2938391704228707 1.71578810934443 1.2579467538744209 3.0338031990686423 1.2122607352212098 1.6258234627457542 11.769213992170988 0.59550955548183981 3.2581402033101758 2.8401787476614109 1.7767902156338085 8.5478140059858543 3.9380534361116588 25.918413875973783 9.6970143689541164 17.108956347219646
leaf_count=2140 16 106 184 39 24 10 65 31 61 20 18 33 60 15 350 96 5 91 52 276 58 74 38 25 24 74 84 192 258 114
internal_value=0.000515115 -0.00610308 -0.00350461 -0.020486 0.000727444 0.00853966 0.000413157 0.0146473 -0.016838 -0.00570335 0.00841993 0.0157697 0.000713851 -0.00612586 -0.0103667 -7.49098e-05 -0.0220641 0.00112096 0.00778092 -0.012448 0.001359 0.00799309 0.000929661 0.00114048 0.00089933 -0.0096818 -0.0257004 0.00140456 0.000660964 -0.00762751
internal_weight=386.397 12.0112 11.1467 3.31884 374.385 14.4791 359.906 11.6157 6.16584 3.82129 8.99225 6.08874 353.74 19.8721 17.4074 9.26011 8.1473 333.868 7.54432 2.83808 330.834 1.85346 319.065 315.807 312.967 14.2627 5.71484 298.704 272.786 26.806
internal_count=4633 345 329 223 4288 116 4172 92 146 81 82 51 4026 928 913 484 429 3098 388 328 3007 79 2949 2911 2886 182 108 2704 2512 372
is_linear=0
shrinkage=0.0320699


Tree=422
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 0 1 3 4 4 1 0 4 3 2 0 2 2 4 4 1 1 1 2 0 2 0 3 2 0
split_gain=2.40965 4.68859 3.36848 3.04304 2.53419 2.16345 3.61448 2.81664 3.13436 2.60269 5.94035 8.16373 2.72802 2.69652 2.4173 2.3116 2.13312 4.24801 3.31349 4.84354 3.14377 2.93557 2.86245 2.64975 2.63681 2.60187 2.92789 2.89028 2.5684 2.24253
threshold=91.109157582800023 90.321439350550008 67.606656606400023 66.439865777750015 0.4149000000000001 85.662341410450011 61.917879202350001 -0.17949499999999999 43.968221017800005 38.621016321050007 63.910026677050006 86.162394622750014 37.041406607950009 0.085855000000000029 -0.14314999999999997 85.121961326250016 -0.059424999999999999 -0.016014999999999998 38.238138001450004 35.119813570500007 71.053259929650025 83.116371560950014 81.573196594050017 -0.59614999999999996 99.755238930300024 0.70681500000000008 101.91675926715001 0.10453000000000003 -0.54488499999999995 107.30980627685001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 16 6 15 -8 -9 12 -11 -12 13 -7 -13 -1 18 20 19 24 -18 -21 25 -20 -4 26 27 -19 -25 -24
right_child=2 -3 4 -5 -6 9 7 8 -10 10 11 14 -14 -15 -16 -17 17 22 23 21 -22 -23 29 28 -26 -27 -28 -29 -30 -31
leaf_value=-9.7146841713061373e-05 -0.00018724719303176072 0.0017590270811180843 0.0012843774248522679 -0.0030211203216881804 -0.0031753422412071292 -0.0012295312366287434 0.00063966888446170649 -0.0026579057295530481 0.00046672438046036906 0.00041318965466360252 0.0024386171486218216 -0.0011619711019651713 0.0024492740702751841 0.0013679402090820574 -0.0040595082200216449 0.0014663178800957395 0.002626536142428059 -5.5746061835280892e-05 0.0013073679186629077 -0.0033371634530531902 0.00061003034388301171 0.0008768146889088042 -0.0033237759217219433 -0.0020261853492830268 -0.0029649194782428775 0.0021427867061424408 0.0014353342808401093 -0.0024907080624163892 -4.6045998650903424e-05 -0.00034827306809642679
leaf_weight=36.112528347875923 5.8745698500424606 15.53835339238867 5.152499057352542 5.1586365941911936 1.7874163417145599 4.3893563076853779 4.2266518548131016 9.5795800709165615 3.0737897269427767 141.1218526493758 2.746502310037612 3.503250738605856 8.4970979988574964 8.5216840878128988 5.1628242502920321 8.4609321169555169 8.5975230894982833 31.075149398762733 9.9643471352756006 7.3890416389331204 16.096620585536584 1.4302648452576248 3.1071871004533014 5.0233238034415981 1.332240672316402 4.5820699818432322 8.4207522715441865 3.9869798719882956 86.711514316033572 4.4879801422357559
leaf_count=521 42 70 23 60 44 25 34 274 74 729 9 36 31 36 64 35 30 225 71 152 161 78 76 106 125 33 59 36 1151 223
internal_value=0.000148488 0.00032661 -6.4175e-05 -0.00151224 1.6052e-05 0.000232058 -0.000202188 -0.00126323 -0.00189886 0.000385475 0.000262095 -0.00160626 0.00126457 0.00048488 -0.00288818 0.00019963 4.49557e-05 0.000382715 -0.000187007 -0.00135497 0.0013121 -0.00265376 -2.96148e-05 -1.12472e-05 0.000411392 0.000213092 9.74807e-06 -0.00033263 -0.000154477 -0.00156555
internal_weight=461.113 250.934 210.178 11.0332 199.145 235.396 61.4535 16.88 12.6534 173.943 152.534 11.4126 21.4081 12.911 8.66607 44.5735 197.357 80.3543 117.003 15.304 24.6941 8.81931 55.6601 101.699 6.48474 48.065 43.4829 35.0621 91.7348 7.59517
internal_count=4633 1938 2695 102 2593 1868 938 382 348 930 838 109 92 61 100 556 2549 843 1706 378 191 230 652 1328 148 353 320 261 1257 299
is_linear=0
shrinkage=0.00269235


Tree=423
num_leaves=31
num_cat=0
split_feature=1 0 0 3 3 1 1 0 4 4 0 2 2 1 0 3 4 2 4 4 4 0 4 2 0 2 3 2 0 2
split_gain=4.63988 5.04792 4.09785 4.33027 4.29564 3.21784 3.30028 3.08035 2.81825 2.57523 4.95054 3.12727 4.20354 4.15702 2.75425 2.38025 2.35982 4.16003 2.96984 2.40364 3.73064 2.33089 2.871 3.53298 2.2648 2.2063 2.17399 3.15607 3.27512 4.27918
threshold=70.182199495350019 85.990333302400003 95.44832900530001 -0.089139999999999997 0.090465000000000031 71.104340634100012 70.816675614150014 97.886760529650019 44.279556297950009 41.873095646600007 85.823648898300021 -0.124155 -0.60414999999999985 61.076391807500009 85.799452775150016 0.10876000000000002 41.16018805045001 0.17437500000000003 40.636252116050009 40.330620469300008 38.396531328800009 96.631250582750013 43.61821939175001 -0.070854999999999987 91.625341543800019 -0.084729999999999986 0.097645000000000023 -0.082654999999999992 85.431134011250023 -0.087660000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 -2 -5 6 -6 21 -3 11 14 12 -1 -14 15 26 17 18 19 20 -13 22 23 -4 -10 -18 27 28 -11 -30
right_child=2 8 7 4 5 -7 -8 -9 24 10 -12 16 13 -15 -16 -17 25 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0018105493561809479 0.00047487275364299896 0.00048304058914304838 -0.0024404106978876249 -0.0020929480491115029 -0.0010417398939474793 -0.0021105224035409746 0.0015328403025097798 -0.00016447612916596985 0.00024249086101625668 0.00028473023968208811 -0.0024884192023160233 0.00063582998050536839 -2.7867387038153398e-05 -0.0023584035063239145 0.0014712082097020278 -0.0023444937873122011 0.0016837179149265763 0.001443267133427335 -0.0018589541752359036 0.0013585235282051532 -0.0011905816729392712 0.00062972377976229282 0.00073118636624939777 7.5603572077155207e-05 -0.0016933177937736908 0.00028349079211645453 0.00092801966116583246 -0.001480299611108884 -0.0020417719413314351 0.00075470536409423723
leaf_weight=2.1439999211579552 7.1856015902012613 212.10376175493002 3.4286080300807944 9.9966497905552405 3.3130413200706226 2.6311676474288106 3.7419660538434982 105.85227756144013 4.8395323120057565 21.172344942111522 3.5901089124381533 7.8030675789341419 6.0621880707330984 4.872215589042753 3.2410432770848265 1.9643483031541098 8.50694692134857 6.6559428814798585 3.4174167588353148 3.9022419732064 7.9874297454953194 38.604044056497514 5.8838729709386817 4.6291608512401572 3.8140696417540312 7.4493108205497256 5.0470609422773114 7.4407101524993804 5.6739524081349373 2.9276827722787839
leaf_count=11 63 934 39 303 43 59 11 1720 29 244 38 50 127 168 10 29 23 28 34 14 45 173 30 22 59 47 26 179 62 13
internal_value=0.000143039 0.000276409 -9.49668e-05 -0.000773356 -0.00122905 -0.000337453 0.000323814 2.01056e-05 0.000440166 -5.2656e-05 -0.00036133 0.000215369 -0.000594703 -0.00106632 -0.000200451 -0.000322956 0.000447081 0.0001346 -0.000242309 3.82387e-05 -0.000288038 0.000391942 -0.00026647 -0.000994969 -0.000610716 0.00103001 -0.000228994 -0.000385908 -0.000112413 -0.00108995
internal_weight=515.882 330.615 185.266 26.8684 19.6828 9.68618 7.05501 158.398 220.757 109.858 51.0573 58.8008 13.0784 10.9344 47.4671 44.2261 45.7224 29.7661 23.1102 19.6927 15.7905 52.5457 13.9416 8.05777 8.6536 15.9563 42.2618 37.2147 29.774 8.60164
internal_count=4633 2170 2463 479 416 113 54 1984 1022 1148 601 547 306 295 563 553 241 171 143 109 95 264 91 61 88 70 524 498 319 75
is_linear=0
shrinkage=0.00187865


Tree=424
num_leaves=31
num_cat=0
split_feature=1 0 0 2 4 3 3 2 4 2 3 2 2 2 0 4 0 4 2 2 0 0 2 1 4 2 3 2 0 2
split_gain=2.67175 4.26988 2.66439 2.98352 2.5667 2.54031 6.68791 5.2555 4.41489 4.01192 5.13068 4.30438 2.80301 6.45281 2.64849 2.35253 5.44079 3.37088 4.53762 3.23132 3.03283 4.54344 4.11372 3.30208 2.69929 2.61885 2.40073 2.20632 3.80311 2.48279
threshold=70.182199495350019 85.990333302400003 94.625660817400004 -0.08725999999999999 44.279556297950009 0.08759500000000002 0.092895000000000019 -0.079789999999999986 41.489621506400006 -0.072755 0.10249000000000003 -0.11963999999999998 -0.06828999999999999 -0.016014999999999998 89.711159354950013 41.873095646600007 85.823648898300021 41.257948413050009 0.17437500000000003 -0.082654999999999992 85.769879735700016 85.431134011250023 -0.087660000000000002 61.076391807500009 48.393869453650005 -0.55200499999999997 0.10214000000000002 -0.22386500000000001 87.842680954300008 -0.117885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 -2 5 27 7 -7 9 10 14 -12 -9 -14 -8 17 19 18 25 20 21 23 -23 24 -17 -1 -21 28 -3 -29
right_child=2 4 -4 -5 -6 6 8 12 -10 -11 11 -13 13 -15 -16 16 -18 -19 -20 26 -22 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0021871348169912323 -0.00010608740661773023 0.0014071139268573174 -9.9989297799836499e-06 -0.002714197656049834 -0.0008267498554229214 0.00017008149284101546 0.0020744667584434544 -0.0035027500923404294 -0.00018600847175421386 0.0016348734351765805 0.0002897346987882807 -0.0030764733116762956 0.001284552366973631 -0.0027257142433819237 1.6961216492036912e-05 -0.0027074679484604416 -0.0031623664460437638 0.0011627559328443594 0.0017234985402394725 -0.0019934007211279544 0.0019615939604087011 -0.0025775491584467407 0.00074911809785835641 0.0014759694322861742 0.00013519950671483417 -0.00056990919152823702 0.00050365650027659695 0.0017846516716143155 -0.0018332598594306786 0.00073480414511405058
leaf_weight=1.984340602532028 5.3372827742714435 3.5941853895783415 152.12680236040615 4.3277397714555246 7.8950034203007808 18.310569740831856 7.886566989123823 3.6736220493912723 22.997879855334759 28.11900669336319 4.9543158337473869 3.5550206378102285 3.7003364786505708 5.3431641310453353 6.0042131021618843 2.1841445774771335 3.7553789839148513 15.468168832827358 6.2958817072212687 8.155798936262725 4.1927359849214545 6.3662848304957151 2.970486391335724 9.372794625349341 10.920430179685352 34.788966409629211 2.8244361430406562 14.736010096967219 4.3769130259752274 73.467235274612904
leaf_count=11 123 13 2226 114 88 81 27 29 105 103 21 20 12 44 30 81 38 72 28 189 12 71 14 105 70 436 21 56 33 360
internal_value=0.00015869 0.000282971 -8.55029e-05 -0.00127393 0.000478773 0.000530124 0.000278253 -0.000630538 0.000661806 0.00104776 0.000310747 -0.0011166 -0.0017833 -0.00108483 0.00118512 -9.08111e-05 -0.000458668 0.000228061 -0.000107631 -0.000242578 9.54588e-05 -0.000150476 -0.00151917 0.00041806 -0.000338589 -0.000421135 -0.00135108 0.000803916 -0.000372168 0.000910201
internal_weight=479.686 317.894 161.792 9.66502 208.614 200.719 104.545 31.0277 73.517 50.5191 22.4001 8.50934 12.7171 9.0435 13.8908 109.28 50.7425 58.5374 43.0692 46.9871 36.0069 31.8141 9.33677 22.4774 13.1046 36.7733 10.9802 96.1743 7.9711 88.2032
internal_count=4633 2170 2463 237 1022 934 472 166 306 201 98 41 85 56 57 1148 601 547 475 563 353 341 85 256 151 447 210 462 46 416
is_linear=0
shrinkage=0.00233427


Tree=425
num_leaves=31
num_cat=0
split_feature=1 0 4 0 3 3 3 2 4 3 1 4 0 1 0 4 4 1 1 0 0 2 2 0 0 0 2 2 2 3
split_gain=2.29235 3.37481 2.69557 2.09786 2.08562 1.91214 5.79532 5.13056 2.85003 3.14135 2.23355 2.04029 1.95278 4.98384 1.87747 1.77391 2.69452 2.26099 2.96127 2.29759 1.73884 1.71838 2.58881 2.24508 2.40648 2.19848 1.65399 1.73669 3.61832 3.12179
threshold=70.128430332750014 85.990333302400003 44.279556297950009 95.44832900530001 -0.25843999999999995 0.08759500000000002 0.092895000000000019 -0.079789999999999986 41.489621506400006 0.11071500000000002 62.084563606450011 38.238138001450004 89.711159354950013 68.846035804500005 122.35979489110001 44.202975721700007 43.968221017800005 71.053259929650025 70.816675614150014 93.972365491700018 91.625341543800019 0.17437500000000003 0.0027500000000000003 85.866664228400012 67.160372556750005 85.931187223550012 -0.23353499999999996 -0.117885 -0.08158 0.077440000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 5 15 -5 26 7 -7 9 12 -11 -12 -8 -14 -6 16 17 18 19 -2 -4 22 25 24 -24 -1 -3 29 -29 -28
right_child=3 2 20 4 14 6 8 -9 -10 10 11 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=3.2684667130257843e-05 0.00052614867763842838 -0.00057565305278287993 0.00010238260225605512 -0.0022601024658755707 0.00012382152272001704 0.00017493234475555604 0.0022018910796739477 -0.0022385512678401481 -6.4413974462801217e-05 0.0015633698649958887 0.00068201557564691274 -0.0017151531322681737 -0.0013595252602438253 0.0022665510124631862 -0.0028579513502410133 -0.0028325131503146184 0.0027272522225058999 -0.0019782631400563919 0.0017604997235396934 -0.0021864639755949833 -0.002459400946224214 0.0012488552030671862 0.0023198900854968277 0.0016876657145199793 -0.0034310485164897389 -0.0019516089525060971 4.4875889881634221e-05 -0.00025839293280105821 0.0011614777413670144 0.0025157727829352968
leaf_weight=87.297098791226745 4.0873908884823411 5.3864594101905814 4.4042868297547093 2.818910240312106 137.66181972692721 17.432271242141727 18.311574973165992 10.229106934741138 21.225545778870583 5.4727126583456984 4.9705925360321981 5.4453792721033096 4.7058330215513688 6.7582608461380005 1.5630349204293441 2.7926708224695167 1.7010811530053604 7.7211819752119473 4.1439059674739829 5.1832459000870585 3.4646138641983271 6.6599789438769212 0.61014512088149686 1.038535878062248 4.1864611054770648 4.2871994189918032 5.4743052572011974 18.120205834507942 47.751487422734499 11.82802017778158
leaf_count=897 23 32 29 103 1713 79 69 81 105 21 19 30 28 24 169 185 11 164 17 99 58 45 8 4 152 42 25 86 270 45
internal_value=0.000167753 0.000311293 0.000524881 -8.48388e-05 4.37006e-05 0.000591508 0.000323956 -0.000717568 0.000754663 0.00113538 0.000164031 -0.000571203 0.00165371 0.000778103 9.03461e-05 -0.00079723 -0.000548339 -0.000811971 -0.000140673 -0.000990483 -0.00102555 -8.06316e-05 -0.000171521 -0.00191868 -0.00269951 -6.02031e-05 0.00087716 0.000971246 0.000770895 0.001734
internal_weight=462.733 295.06 190.981 167.673 142.044 183.112 94.5513 27.6614 66.8899 45.6644 15.8887 10.416 29.7757 11.4641 139.225 25.6295 22.8368 21.1357 13.4145 9.27064 7.8689 104.079 97.4194 5.83514 4.79661 91.5843 88.5605 83.174 65.8717 17.3023
internal_count=4633 2149 1001 2484 1985 914 456 160 296 191 70 49 121 52 1882 499 314 303 139 122 87 1148 1103 164 160 939 458 426 356 70
is_linear=0
shrinkage=0.00270533


Tree=426
num_leaves=31
num_cat=0
split_feature=2 3 1 4 4 0 0 4 4 2 4 2 2 2 1 1 2 2 2 3 3 1 3 3 3 0 2 1 2 0
split_gain=0.556698 2.09325 1.47218 3.4941 2.56551 2.02552 1.94945 1.74743 1.1871 1.22852 1.40839 2.8558 1.1421 1.13529 1.12766 1.47183 0.866896 0.988553 1.79529 2.20289 2.63317 1.90431 1.83742 3.20077 1.16397 2.80012 1.12925 4.47536 1.45118 1.40936
threshold=-0.23557500000000001 0.091705000000000023 62.020040611300011 38.804629908750009 45.458122212500008 81.90387694410002 98.51854819030001 37.041406607950009 43.521589032450009 -0.26416999999999996 35.476804824450006 -0.59496499999999986 -0.61402999999999996 -0.23455499999999999 73.448676123850007 63.565904036300005 -0.23381499999999997 -0.16164499999999998 -0.22386500000000001 -0.15544999999999998 0.07771500000000002 69.873026810350026 -0.25843999999999995 -0.51222499999999993 0.076615000000000016 94.75470680765001 -0.15022499999999997 87.143681840350013 -0.156745 90.767723400200012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 6 -6 14 -1 9 10 -3 12 -12 -2 15 -5 -15 18 19 22 -21 -20 23 -18 -23 -26 27 29 -29 -19
right_child=13 8 3 4 5 -7 -8 -9 -10 -11 11 -13 -14 16 -16 -17 17 26 21 20 -22 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.023203378369239296 0.023939815068891136 0.018606831845578493 -0.040302118443334561 0.025908348971048205 0.037283434442724799 -0.033635784665511259 -0.021212949626845511 -0.036169988303187205 0.022153479450067896 0.022236161076476624 -0.0065380200877349299 -0.024534934217445535 0.015248827451417177 -0.017858460152052752 0.029933775696724865 -0.0086492880969868298 0.020328221647640254 -0.089182719134182881 0.027747328355423935 -0.03289517871132671 0.0069611881383221039 0.014069401592474783 0.021372774508744561 -0.043730380381388038 0.035215187588444601 -0.040557221943294162 0.00081118274998054525 0.016663576067186076 -0.033175457822512501 -0.028959344584205061
leaf_weight=0.54031662503257694 1.9950766395777453 2.6038611920084902 2.3328729483473571 1.9700041711330394 0.43659365177154486 2.6632432272890583 1.6939763310947453 3.1729796957224607 2.8086752041708669 2.2110837575746691 4.4632027321495116 4.9202748634852389 4.50119845103473 2.2912537064403287 2.9069038731977344 2.7507829489186406 1.5845918915001678 0.40679258108138894 5.9425911800935847 3.27092878369149 2.924133492517285 3.1716218986548483 5.0308437310159206 1.3416121697518972 0.6795068979263309 1.3702787790098225 312.71440826771141 3.8906179657788016 0.63263792113866646 3.28234658902511
leaf_count=14 17 30 118 6 1 146 90 122 23 11 35 86 26 34 12 38 18 3 37 141 29 30 25 29 2 50 3157 99 54 150
internal_value=0.000594271 -0.00281789 -0.0103545 -0.00603175 0.000404544 -0.0236472 0.00840275 -0.0275307 0.00365331 0.000874589 -0.00198996 -0.00585258 0.00440158 0.000983409 0.0149799 0.00577176 0.000852002 0.000975818 0.00678191 -0.000436439 -0.0140826 0.0159323 0.0101879 -0.0090415 0.00248536 -0.0154386 0.000517808 -0.0106534 0.00969292 -0.0356
internal_weight=390.505 39.976 18.4677 14.7544 12.4215 3.09984 9.32167 3.7133 21.5083 18.6996 16.4885 13.8847 8.9644 350.529 7.62769 4.72079 348.534 346.243 25.3161 14.1521 6.19506 11.164 7.95705 2.9262 5.22141 2.04979 320.927 8.2124 4.52326 3.68914
internal_count=4633 758 547 411 293 147 146 136 211 188 177 147 61 3875 56 44 3858 3824 361 242 170 119 72 47 82 52 3463 306 153 153
is_linear=0
shrinkage=0.030519


Tree=427
num_leaves=31
num_cat=0
split_feature=0 0 4 3 3 2 3 4 0 2 2 4 2 3 4 2 3 3 1 2 2 1 2 1 3 2 4 0 3 0
split_gain=4.97633 5.47374 3.09062 3.25569 4.32058 3.73578 11.1458 3.9994 4.87356 4.35177 4.7516 8.10575 3.58022 5.82466 3.32017 3.29959 3.17771 3.17121 2.61352 2.4452 5.1186 3.97562 4.16458 3.78713 4.63472 4.06019 2.81779 2.99977 2.61147 4.33133
threshold=93.972365491700018 85.990333302400003 44.279556297950009 0.080545000000000019 1.0000000180025095e-35 0.15684000000000003 0.099855000000000027 41.243661560350013 86.103248543850015 -0.083834999999999993 -0.06828999999999999 42.876019054300009 -0.08725999999999999 0.088145000000000015 42.243697547450004 -0.10040499999999999 0.11071500000000002 0.093325000000000033 63.910026677050006 -0.057599999999999998 -0.068964999999999985 81.339300736700025 -0.043559999999999995 71.830224329350003 0.090465000000000031 -0.10040499999999999 38.804629908750009 100.19345760555002 -0.20885999999999996 97.491557184450016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -3 7 -7 16 -9 12 11 -11 13 15 -12 -10 17 -5 -18 20 23 -21 -23 24 -2 -26 -25 28 -28 -30
right_child=19 2 -4 5 -6 6 -8 8 9 10 14 -13 -14 -15 -16 -17 18 -19 -20 21 -22 22 -24 26 25 -27 27 -29 29 -31
leaf_value=-3.8763813325834146e-05 -0.0017454912026556636 0.00049245766977678966 -0.00076921051703195142 0.00056674432058009361 0.0016629747838908309 -0.0029498400851282738 0.00095558448131384814 0.0016499099957025237 0.001638288420493052 -0.0028728926384877576 0.001127256364018365 0.00023981045247645832 0.0020127077209773823 -0.0013331661146019785 -0.00063096260046884879 -0.00026843659127459893 0.00072212032396343868 0.0015390840899858855 -0.0012093038945748115 0.00045375503394222324 -0.0028237490896057716 0.002017477845472447 -0.0011724042153895041 -0.0010455687593124981 0.0010514882878353644 -0.0015401888151183498 0.001980861416755676 -0.00026760510405165528 -0.00081671590830431661 0.00086237672410655552
leaf_weight=113.43868464254774 13.147667032666506 30.567727182991803 7.5209485865198067 27.401396591216326 23.196259310469031 5.1992800422012788 7.4144762456417084 8.1267348080873472 9.5684796944260615 7.6137968450784594 7.9870527982711961 6.473735123872757 5.5888733863830486 7.2269954755902281 10.264150024391709 6.2913196161389378 6.9287966117262823 28.742163471877575 5.0769975120201707 54.526522703934461 3.2407685974612823 1.97728607431054 12.743033297709188 9.6319990886840952 6.647843811661005 4.0793963950127345 4.7097519636154166 37.741028348216787 9.30112511245534 20.778275238350034
leaf_count=1155 258 133 105 111 130 56 29 33 32 56 29 29 14 40 64 28 27 100 26 361 65 12 404 327 41 53 23 672 118 102
internal_value=0.000172747 0.000323568 0.000518192 0.000565732 0.000997473 0.000410886 -0.000654197 0.000508742 0.000162211 -3.59407e-05 -0.000550238 -0.00144249 0.000544053 0.00018852 0.000138465 0.000881922 0.000860316 0.00106452 -9.46383e-05 -0.000101506 -0.000292027 0.000199155 -0.000743928 -0.000214651 -0.000931608 6.59153e-05 -6.31579e-06 0.000131697 0.00056488 0.000343169
internal_weight=503.153 324.628 211.189 203.668 53.764 149.904 12.6138 137.29 69.1411 61.0144 32.3387 14.0875 28.6757 23.0868 18.2512 15.8598 68.1494 56.1436 12.0058 178.525 109.278 69.2468 14.7203 106.037 23.8749 10.7272 82.1622 72.5302 34.7892 30.0794
internal_count=4633 2197 1042 937 263 674 85 589 325 292 178 85 114 100 93 60 264 211 53 2436 1659 777 416 1594 352 94 1242 915 243 220
is_linear=0
shrinkage=0.00204504


Tree=428
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 2 3 0 2 4 1 2 3 3 4 3 0 1 0 2 0 1 4 2 0 3 1 2 2 1
split_gain=3.11085 3.35287 2.84866 1.9374 1.90587 2.34905 3.6101 4.38709 2.89974 3.03623 3.45386 2.78125 2.12603 2.00361 3.83378 2.24587 2.05594 3.23907 2.84419 3.94466 5.43208 4.46257 4.81316 3.60187 2.12736 2.04905 3.30967 1.97303 1.92559 1.92365
threshold=70.348883899450016 70.74946416085001 85.732241321850012 122.35979489110001 37.232443001650005 -0.094409999999999994 0.074735000000000024 104.22883325935001 -0.13734499999999997 40.890797847750008 78.290589216800015 -0.156745 0.079205000000000012 -0.22831499999999999 40.00488309970001 -0.17949499999999999 96.082805124100005 71.053259929650025 97.886760529650019 -0.084729999999999986 101.91675926715001 81.339300736700025 44.749265482150008 0.28423000000000004 102.75018128760001 0.088565000000000019 78.728807892050014 -0.24150999999999997 -0.10434500000000001 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=2 -2 -1 4 29 6 11 8 9 10 -8 27 -11 14 -7 -15 17 -17 -18 -20 23 24 -23 25 -22 -21 -27 -6 -10 -3
right_child=1 3 -4 -5 5 13 7 -9 28 12 -12 -13 -14 15 -16 16 18 -19 19 20 21 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00010892708374312292 -0.0025732430673664746 0.00063392781738537602 0.00041252500388390162 -0.002462858286923103 -0.0009727570994440154 0.0011605241206977255 -0.0024805868517362266 -0.002577854546777285 -0.0026052474483892938 -0.0014441827950561232 0.00070551428207527088 -0.0014191305528673311 0.00094303427952665121 0.002143524834970551 -0.0030424269534193122 0.0011668856836121429 0.0010257503020953134 -0.0020064360366663049 0.0013820657832372028 -0.0026961445043517697 0.0019984453334846372 -0.0019792275375212984 0.0013136744673914855 0.0015478123317841349 0.00015009117937404734 -0.0019778172357823344 0.00063614981706024316 0.0013576327350666949 -0.0005972298269385052 -0.0013519486237085067
leaf_weight=75.232368777040392 2.9437317478004834 3.5459274845197788 236.63227220717818 1.8098887850064773 2.3601152007468054 2.1032573338598004 4.5008505014702633 5.8545769467018536 4.3372666873037815 2.3668232501950142 3.1523554120212793 3.204083524644374 14.402281545568256 3.6286606192588797 2.7014146829023957 2.7106939516961566 25.355148289352655 4.9588878434151411 10.246906716842203 5.5931047080084744 9.2495770212262887 6.1957953162491304 3.9674109034240246 2.3410861045122138 5.3585093207657328 6.8044920489191991 4.3116465136408806 12.278317196294665 6.5044744610786491 10.611501468811182
leaf_count=993 91 24 1210 179 58 22 52 274 154 97 24 53 93 11 43 13 102 102 65 64 31 232 24 11 48 69 18 73 69 334
internal_value=0.000147372 -0.000103274 0.000286733 -6.06185e-05 -3.48378e-05 4.02823e-05 -0.000326095 -0.000706579 -0.000395908 5.00772e-05 -0.00116823 0.000550741 0.000606098 0.000266419 -0.00120257 0.000344217 0.000269251 -0.000884875 0.000380699 7.82061e-05 -0.000226678 0.000494041 -0.000693777 -0.00116384 0.00132044 -0.00154376 -0.000963931 0.00098191 -0.00140054 -0.000854558
internal_weight=485.263 173.399 311.865 170.455 168.645 154.488 58.9611 41.1186 35.2641 24.4223 7.65321 17.8425 16.7691 95.5266 4.80467 90.7219 87.0933 7.66958 79.4237 54.0685 43.8216 24.7713 10.1632 19.0503 14.6081 16.7092 11.1161 14.6384 10.8417 14.1574
internal_count=4633 2430 2203 2339 2160 1802 947 763 489 266 76 184 190 855 65 790 779 115 664 562 497 335 256 162 79 151 87 131 223 358
is_linear=0
shrinkage=0.00233427


Tree=429
num_leaves=31
num_cat=0
split_feature=0 4 0 1 1 3 3 1 3 1 2 2 4 0 0 4 4 0 3 2 1 4 2 3 3 2 3 0 3 2
split_gain=4.12933 3.194 4.32729 2.98113 2.64259 4.15112 2.97104 4.46145 3.17511 2.43647 2.43582 4.53594 2.69562 2.08362 4.13783 2.62005 5.58856 3.82522 3.49561 3.36673 3.26188 2.68406 2.6121 2.13438 4.2974 2.10703 2.05479 2.01961 4.71774 4.14459
threshold=98.230883170350012 44.461493122800007 75.381677519650012 75.180043159850015 78.196493182200015 0.087700000000000014 0.089705000000000021 72.62331947780001 0.12140000000000002 90.937096262400004 -0.61402999999999996 -0.237895 44.952171034750002 99.524031531050014 100.35207663525001 44.749265482150008 42.670715716450012 102.75018128760001 0.090850000000000028 0.067985000000000018 80.677940036650014 40.00488309970001 0.23643500000000003 0.075320000000000012 0.078385000000000024 -0.016679999999999997 0.086255000000000026 97.491557184450016 0.089045000000000027 0.13747000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 10 5 -2 -7 -8 -9 13 -3 -12 -13 -6 -15 16 17 22 21 -18 -17 -19 25 -22 -25 -16 -23 -4 -29 -30
right_child=4 3 27 -5 9 6 7 8 -10 -11 11 12 -14 14 15 20 19 18 -20 -21 23 26 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0015727097977256859 -0.0025282871741809988 0.0023614394724351877 0.00030005558774765905 -0.0026389551334464437 -0.0024404952119307082 0.0015966052544506488 0.0018328154818040084 -0.0023214076730879696 0.00020825431936247985 -0.0013141557982787764 -0.0024318092665681656 -0.0017920183174187929 0.00023500269906627166 0.0017777911131206618 0.00031397837765615301 -0.0018999163910930076 -0.0026049597391378538 -0.0016876477379782835 -0.0024656684053344534 0.00088393514738719975 0.0017668181283251913 -0.00056413713811581992 -0.00075779328022514093 -0.0023965868792562095 0.0010963158693248767 0.0017509344414975586 0.0015264169026536229 0.0021589619872605615 -0.00087435820399372555 0.0021356090513091081
leaf_weight=5.703177115879952 5.6263912753202048 1.6843123696744431 329.46365445619449 2.540747770573943 1.5712462980300177 3.0143356639891854 2.4547728523612014 6.7157565485686046 3.6270306706428528 6.8238302057143292 4.2276336352806494 3.5522800483740928 25.237970916554332 6.3538641296327105 11.64519335329533 2.1428077798336771 6.8212135061621648 4.0505075682885971 4.3885894797276697 1.6257175132632253 8.0345848500728625 4.5984649034216982 5.7263379208743563 2.2345299450680596 6.6398927168920636 8.2925380766391754 4.3357215374708176 9.177351478487255 7.3346466738730651 3.084513433277607
leaf_count=348 125 6 1974 90 14 14 9 77 32 554 159 86 178 25 69 38 127 161 137 7 30 64 50 68 43 31 21 28 49 19
internal_value=0.00014256 0.000245998 0.000309716 -0.000360956 -0.000237377 -0.000921153 -0.000349282 -0.000807616 -0.0014343 -6.54942e-05 -0.000194171 -0.000324538 -1.51009e-05 4.31029e-05 9.38552e-05 -5.78331e-05 -0.00031326 4.73929e-06 -0.000784692 -0.00193348 0.000632416 -0.000216553 0.000539145 0.000953328 0.000216823 0.00091164 0.0004504 0.000340472 0.00101997 1.67198e-05
internal_weight=498.73 392.006 354.763 37.2429 106.723 21.4383 15.8119 12.7976 10.3428 85.285 34.7022 33.0179 28.7903 78.4612 76.89 70.5361 51.4843 43.0374 17.3733 8.44693 19.0518 12.9847 25.6641 16.909 8.87442 19.9377 8.93419 349.06 19.5965 10.4192
internal_count=4633 2937 2418 519 1696 257 132 118 109 1439 429 423 264 885 871 846 667 533 383 134 179 246 150 141 111 100 85 2070 96 68
is_linear=0
shrinkage=0.00217865


Tree=430
num_leaves=31
num_cat=0
split_feature=4 0 2 2 4 3 2 3 4 0 0 2 3 4 4 0 0 3 2 2 3 2 1 0 2 3 3 3 3 1
split_gain=0.609395 2.44657 1.57801 1.36551 1.23066 1.19852 2.77031 1.91675 1.58313 1.54535 2.16823 2.20331 2.3336 2.07183 2.36573 3.07642 1.54462 1.21845 1.18 1.77731 2.92697 1.15093 1.14182 3.23715 2.30401 2.9725 2.92283 1.84384 1.72442 2.19681
threshold=42.154118731400011 104.03526427400001 -0.18437499999999998 0.70681500000000008 42.027798546600003 0.088145000000000015 -0.24150999999999997 0.087245000000000031 43.521589032450009 86.692020874450009 86.904409066750006 0.075080000000000022 0.10453000000000003 42.91168285345001 42.686561923500008 85.398872513700013 88.122280599850015 0.087700000000000014 -0.160525 -0.085550000000000001 0.094595000000000026 -0.24023999999999998 71.053259929650025 96.082805124100005 0.22387500000000005 0.094595000000000026 0.087700000000000014 0.097005000000000022 0.08846500000000003 78.537927364800012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 21 4 22 6 -2 -8 9 13 -11 12 18 14 15 -7 -10 -9 -12 -20 -21 -3 -1 -24 25 26 -25 -26 -28 -30
right_child=5 2 -4 -5 -6 8 7 17 16 10 11 -13 -14 -15 -16 -17 -18 -19 19 20 -22 -23 23 24 27 -27 28 -29 29 -31
leaf_value=0.002462768313857363 -0.031601304978724501 -0.02921936978105602 -0.029904936242271751 0.022961068283468923 0.011721352522024053 0.012227382281228378 0.0003963019380821347 0.024153643260278704 0.016464969267332933 0.022706586671847384 0.00095062547577877258 0.020328214736949075 0.0046778402082568588 -0.036639461634729704 0.0054330553274854979 -0.035398996892959639 -0.0045209166594573861 0.00079217463224444688 -0.044669833643300939 0.0041298248616995735 -0.039054516520869713 0.021610488735220167 -0.020646064306820984 -0.0029934565933944363 -0.035121357921026074 -0.0085435137664924554 0.030051645524911356 -0.00056128863206634605 0.0016159682880774282 0.02285410862505902
leaf_weight=169.43254141963553 2.0952746926341197 0.54746611573500548 3.2797478552674866 2.4746363312005988 9.4938192006666196 1.5310703823342899 88.726142708910629 4.7678153567248946 4.8895555739290995 2.3666924536228207 1.9405271603027348 2.1819142671301952 5.3496268171584225 2.952620369847863 4.6858211364597082 3.9783406425267458 6.8841675803996623 2.9434280497953296 2.341451123938894 2.9317925604991659 2.2700037360191345 1.0784108706284312 6.7935135453008106 15.60503384657204 2.5768406952265641 15.428583212895317 4.0466395663097527 2.4594639670103788 10.926509717945011 6.2358715385198584
leaf_count=1291 198 143 452 28 58 14 1251 30 29 7 19 13 40 51 30 54 157 34 38 35 24 19 131 133 57 170 15 17 59 36
internal_value=0.0006117 0.00146064 -0.0185037 0.00185961 0.00164472 -0.000876409 0.00087728 0.00158294 -0.00477667 -0.00802362 -0.00289831 -0.00645974 -0.0104001 -0.0155792 -0.00947992 -0.0221636 0.00419439 0.0152364 -0.0189053 -0.0240133 -0.0147153 0.00449503 0.00123502 -0.00201161 0.00019851 0.00197641 0.00638526 -0.0182441 0.0132859 0.00933275
internal_weight=393.215 250.379 4.90562 245.473 242.999 142.836 98.5327 96.4374 44.3036 32.5299 19.382 17.0153 14.8334 13.1479 10.1952 5.50941 11.7737 7.71124 9.48377 7.54325 5.2018 1.62588 233.505 64.0725 57.2789 52.2426 36.8141 5.0363 21.209 17.1624
internal_count=4633 2609 614 1995 1967 2024 1513 1315 511 325 176 169 156 149 98 68 186 64 116 97 59 162 1909 618 487 413 243 74 110 95
is_linear=0
shrinkage=0.0285509


Tree=431
num_leaves=31
num_cat=0
split_feature=0 4 0 1 1 4 3 2 2 0 0 3 3 4 2 3 0 2 4 4 2 2 0 4 3 3 4 3 2 2
split_gain=2.39266 3.63985 3.9417 2.81925 2.53427 3.48434 2.95943 2.75548 2.95632 2.39515 3.14543 3.22767 3.20495 2.63503 2.22158 4.91118 7.05225 4.07926 3.33521 5.083 4.01525 3.3179 5.46857 3.54646 3.28579 3.09072 4.44484 3.42225 3.0427 2.96721
threshold=98.230883170350012 44.461493122800007 75.381677519650012 75.180043159850015 74.927328095600004 47.927946529500012 1.0000000180025095e-35 -0.61402999999999996 -0.098419999999999994 86.09518316945001 86.103248543850015 0.080110000000000028 0.079220000000000027 38.396531328800009 -0.095074999999999993 0.092895000000000019 96.741477366050006 0.15684000000000003 40.467253020850002 43.182896969600009 -0.08158 -0.070854999999999987 89.474575039450016 42.498713093000006 0.10087500000000002 0.085910000000000028 36.558960102350007 0.12376500000000003 -0.14510999999999999 -0.053874999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 7 -7 -3 -9 13 -11 12 -12 -4 25 16 17 18 -16 20 -20 22 -17 29 -24 28 -27 -28 -13 -23
right_child=-2 3 9 -5 -6 6 -8 8 -10 10 11 14 -14 -15 15 21 -18 -19 19 -21 -22 23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.001772434808930342 -0.00018923484080585892 0.0025211590319262002 0.00098106611557385523 -0.0029259853235277349 0.0026840703868826871 -0.0004415711757267182 0.0016149252294025444 -0.0024623005345666966 -0.00010916747368780963 0.0026015784722369061 0.00061868125479341439 -2.1367781563741447e-05 0.001943298803719507 -0.00017577705459949431 0.00038453414169980848 0.00075775934665667374 0.0016282860311506019 -0.00326047592047796 -0.0028394579145512556 0.0006661976763722567 -0.00081612072037853085 0.0022535389541330545 -0.00066396451128400804 -0.00081952813890736871 -0.004276931422556334 0.0021664065073032333 0.00021396585865540659 -0.0022697773343280585 0.00210619848102631 0.00074713571764071227
leaf_weight=5.1111304289661339 95.298151685041375 0.98725135624408267 13.264262282988055 2.517761542228981 1.5459381276741613 11.793461518362166 6.0436568232253185 8.4888846415560639 4.757342264056212 3.8579429388046256 52.900798512622714 5.52820557355881 12.992136284708975 73.800824684090912 14.286734322085975 8.8991108462214452 8.1971192583441717 3.4751362428069106 8.7384237190708465 7.8739829156547776 15.597524016164249 10.29299402609467 3.3506104815751305 5.9892449229955664 2.5173021731898189 6.2460233652964225 36.658648342825472 3.4674693131819359 12.5579243786633 27.193067815154794
leaf_count=348 1696 4 101 90 5 84 34 243 59 22 267 29 95 518 83 36 27 48 82 46 114 38 28 35 40 22 230 24 45 140
internal_value=0.000149232 0.000234353 0.000310392 -0.000487007 -0.000304336 -0.000448389 0.000255221 -0.00133014 -0.00161718 0.000341917 0.000460537 0.000427063 0.000879857 4.66624e-07 0.000262105 6.50346e-05 -0.000426101 -0.000763092 -0.000576439 -0.00100268 -0.00154265 0.000555551 -0.00042308 0.000887957 -0.00221391 0.000618014 0.000291225 -6.65005e-07 0.00145589 0.00116077
internal_weight=474.229 378.931 342.797 36.1343 33.6165 32.0706 17.8371 14.2335 13.2462 337.685 250.62 246.762 65.8929 87.0651 180.87 116.411 58.1689 49.9718 46.4967 32.2099 24.3359 58.2423 14.767 43.4753 5.86791 64.4583 46.3721 40.1261 18.0861 37.4861
internal_count=4633 2937 2418 519 429 424 118 306 302 2070 1451 1429 362 619 1067 717 400 373 325 242 196 317 104 213 68 350 276 254 74 178
is_linear=0
shrinkage=0.00238964


Tree=432
num_leaves=31
num_cat=0
split_feature=0 1 3 4 1 4 3 3 0 0 0 1 3 1 0 2 3 4 3 0 0 1 1 4 1 0 4 4 0 1
split_gain=0.603901 2.53219 2.03887 1.68186 1.84398 1.13068 1.42303 1.28974 1.23213 0.988021 1.69556 1.08827 2.58921 2.36431 2.06804 1.60381 3.18426 1.38978 1.20329 0.974573 3.10479 2.94564 2.75426 1.98217 5.13531 6.21828 2.34213 1.8146 3.5401 3.28068
threshold=85.662341410450011 61.928633034850002 -0.17949499999999999 42.686561923500008 61.993156030000002 35.119813570500007 0.11231500000000003 0.096715000000000009 85.216057360850016 85.121961326250016 85.307464937250003 58.309968391300011 0.08326500000000002 57.027573863050009 73.921844754800006 -0.23353499999999996 -0.23921499999999998 48.96897326980001 -0.15544999999999998 91.109157582800023 90.321439350550008 67.606656606400023 66.439865777750015 38.621016321050007 63.910026677050006 86.162394622750014 37.041406607950009 41.976795488650005 86.208098410950015 62.154463517850012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 7 9 8 -1 11 -11 13 -13 14 15 16 -7 -18 -17 20 23 22 -21 26 27 -26 -2 29 -29 -25
right_child=19 2 3 4 -6 6 -8 -9 -10 10 -12 12 -14 -15 -16 18 17 -19 -20 21 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.044131910012783958 0.0027295279290417058 0.0067452132170101988 -0.041359942409963268 0.018667433563202315 -0.028322970460262262 -0.049168000252801165 -0.029053862907487873 0.034727196300644067 0.037902390513410315 0.030975606339723745 -0.0029361710387109672 -0.04871012512057786 -0.00148626088089142 0.021003644816288247 -0.039589678723921391 0.027963961601204002 0.03110194478785153 -0.01824474408842254 -0.01365368594467945 -0.0016516236041462973 0.020241173435900827 0.0004995621906203633 -0.040206318795163912 0.0023553537198814909 0.027485914973139364 -0.039339504448561595 0.028932535772297461 -0.017105975242243793 0.0032261009853266267 0.02160667948891282
leaf_weight=0.61048173403833006 11.03024851717055 3.3011260586790732 4.3895353343104926 1.6844081487506626 2.7510114116594195 1.8952938683796672 2.0302769448608151 2.4434371963143349 0.36659631133079529 3.4439464360475531 3.9716106988489628 1.8975664977915565 6.1925009405240417 6.0279997745528808 1.9499730165116478 3.0872749324189468 1.6501596133457472 1.2585498914122579 1.209669581381615 4.8791574006900174 12.365020599914713 163.86877494931105 4.4160072281956673 63.294375613331795 2.2549295425415021 7.6586265758378431 6.9604932963848105 15.319355519488452 35.630578864365816 13.422568764537571
leaf_count=67 61 34 191 12 129 36 19 18 2 13 29 37 55 35 74 83 32 23 49 42 70 2593 60 298 9 100 31 131 217 83
internal_value=0.000729839 -0.00289375 -0.0169682 -0.0258386 -0.0104778 0.00159333 -0.000323681 0.020993 -0.0133529 0.00146644 0.0128132 -0.00187667 -0.0125629 0.00318525 -0.00653424 0.000548232 -0.0134943 0.00975046 0.0162478 0.00126272 0.00318252 -0.000599128 -0.0199684 0.00182667 0.000382942 -0.0241394 0.0128673 0.00228715 -0.00288724 0.00572361
internal_weight=391.262 50.1614 12.1261 8.82495 4.43542 38.0353 34.6148 3.42052 0.977078 32.5845 7.41556 25.169 8.09007 17.0789 11.0509 9.10095 4.804 2.90871 4.29694 341.1 167.936 173.164 9.29516 155.571 137.58 9.91356 17.9907 127.667 50.9499 76.7169
internal_count=4633 938 366 332 141 572 485 87 69 466 42 424 92 332 297 223 91 55 132 3695 1000 2695 102 930 838 109 92 729 348 381
is_linear=0
shrinkage=0.0353699


Tree=433
num_leaves=31
num_cat=0
split_feature=0 0 4 2 2 4 0 0 0 3 3 0 1 0 4 4 0 3 3 2 2 2 0 2 3 2 1 4 0 0
split_gain=2.37316 2.55541 2.08462 2.59651 2.51598 1.9756 2.09991 2.02654 2.56952 1.86428 3.80084 2.86401 5.99217 4.63079 3.39474 3.76081 4.40341 2.90612 2.7207 2.6846 5.2867 3.36155 2.64626 3.97541 4.03486 2.59154 2.15918 2.07026 2.0389 1.99759
threshold=93.972365491700018 85.990333302400003 38.238138001450004 -0.047144999999999999 -0.11692 44.026978245600006 91.498984011650009 90.490812212800009 86.420486603250012 0.080545000000000019 0.079220000000000027 93.843319501450011 66.859265246100009 90.321439350550008 41.243661560350013 42.982930821650008 86.103248543850015 0.092385000000000023 0.10214000000000002 -0.06828999999999999 -0.080234999999999987 -0.022394999999999998 91.886121982450007 -0.105535 0.096915000000000015 -0.072755 67.254468591300011 39.427119987250002 86.474255765850003 86.264556031700025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 9 7 8 -7 10 29 12 13 14 17 16 -16 -11 -19 20 28 -21 26 -24 -25 -20 -14 -27 -18 -3
right_child=2 5 -4 -5 -6 6 -8 -9 -10 11 -12 -13 22 -15 15 -17 19 18 25 21 -22 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=-5.3829807095821527e-05 -0.00070044356294898661 -0.0011806655111476971 1.5552535058039405e-05 1.6634819001640453e-05 -0.003399093787859484 0.0011221486449086244 -0.0033967619013066017 0.0020900716245544669 -0.0032392710877859284 -0.00010264974046297057 0.0026887545925415434 0.0024364658494779603 -0.0014365367717297554 0.002235171531039699 0.0019516147953611057 0.001163759408064814 0.00040411628418036434 0.0024528385323842848 -0.00078888563011579788 0.0012942804212630968 -0.0041757598701699971 -0.0014968715212533771 0.0013633123588414639 -0.0035721735861742017 0.00025328324140566155 0.0029102071760653925 -0.0052409064070883813 0.0004152979555716264 -0.0016300502094150336 0.00089309894908534704
leaf_weight=101.61573158646934 6.4610475688241422 4.2875793129205695 138.00047871016432 12.164632408821488 5.0046769308391976 2.0742438584566099 1.9925777479074893 2.3413193100132048 2.3542965182568878 14.234278403222559 9.3843860551714879 5.4229772463440886 3.189807508140805 12.218111351132391 5.0465752370655528 14.15997603535652 6.9477097988128618 12.937401160597803 6.0384980738163021 7.9565088078379631 4.8168791756033924 6.320489585399633 5.6722319871187219 4.5754499230533803 4.4298787713050842 4.9509758055210096 1.9699310213327406 6.0119123309850693 9.5534584894776327 32.795569543726742
leaf_count=1155 217 22 1862 197 160 8 52 14 46 65 84 20 34 44 30 53 28 46 27 29 42 40 23 39 19 19 27 27 51 153
internal_value=0.000159265 0.000312454 -0.000118717 -0.000902848 -0.00187838 0.00050663 -0.000818651 -5.98343e-05 -0.00119647 0.000570115 0.00106439 0.000401794 0.000317585 0.000575657 0.000370795 -0.000104272 -0.000546068 0.000960169 0.00146548 -0.000900183 -0.00154231 5.86253e-05 -0.00112897 -0.000510253 -0.00169036 0.000714143 -0.002889 0.00154203 -0.000773578 0.000653329
internal_weight=454.93 293.299 161.631 23.6304 11.4657 191.683 8.76244 6.76986 4.42854 182.921 46.4675 136.453 131.03 111.193 98.9747 54.8016 40.6416 44.1731 29.9388 35.595 21.318 14.277 19.8373 14.6776 9.00533 17.0014 5.15974 10.9629 16.5012 37.0831
internal_count=4633 2197 2436 574 377 1042 120 68 54 922 259 663 643 501 457 273 220 184 119 190 121 69 142 81 58 73 61 46 79 175
is_linear=0
shrinkage=0.00285714


Tree=434
num_leaves=31
num_cat=0
split_feature=1 3 2 3 0 1 4 2 4 2 3 3 0 0 0 3 1 0 0 4 1 1 3 3 1 1 1 4 1 4
split_gain=0.584826 1.13294 1.29952 0.641138 0.849513 0.59524 0.659709 2.02959 1.35935 0.591639 1.25632 2.39414 0.729996 1.40916 2.8 2.22179 3.37734 1.83952 1.78581 3.06293 1.49613 1.79384 1.32155 3.20726 6.46308 1.29599 1.82196 2.80881 2.19547 1.52228
threshold=89.89935142405001 0.078655000000000017 -0.088880000000000001 0.078385000000000024 122.90286343345001 89.541786492700012 49.292797572200008 -0.15962499999999999 49.960114208400007 0.63131000000000015 -0.16179999999999997 0.18642000000000006 93.972365491700018 87.261973998100004 86.866770652900016 0.094595000000000026 62.116825104000007 87.345316200150009 86.681267041950008 42.546237522150008 62.009286778800011 62.079186690200011 0.11636500000000001 0.42293500000000012 61.966271448700006 71.830224329350003 71.053259929650025 36.558960102350007 70.816675614150014 43.61821939175001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 9 8 -8 12 -11 -12 13 14 18 16 -16 -15 22 -20 -19 -22 -1 24 -24 26 28 -28 -14 -29
right_child=1 -3 3 -5 -6 -7 7 -9 -10 10 11 -13 25 17 15 -17 -18 20 19 -21 21 -23 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.00077871935433443471 -0.030836644502270447 -0.029904801210196674 0.014528183550115821 0.033035452725390706 -0.030909174006722922 0.015786307266581694 -0.015197691176800796 -0.030685451124706397 0.014640449186246695 0.02863946413070996 -0.025962800261600701 0.029590215657620291 -0.0077471200506434197 0.024858838544378811 -0.047274067605798401 0.0038275748978230479 -0.0027775868572003986 -0.014864119423853666 -0.0015593405805960413 0.026510367985243047 0.027504645918857581 0.0035899302807722508 0.00087380809927759017 0.013460807558610588 -0.049287472545604533 0.00041369324012955477 0.021886526460962504 -0.03469781679062444 0.01419371579188802 -0.0069081263885054272
leaf_weight=118.76494244881906 0.82807576068444211 1.5276450210076289 1.1363174654543393 0.75272948946803797 0.48794572846963991 2.1559616669546804 2.1933331731706858 2.2563998476834959 2.9979982953518629 1.9426304213702676 1.4872250480111682 1.1345524750649927 13.814935340080416 3.5075170099735251 3.0439482107758504 3.0665328353643417 2.6445805300027132 3.5002874806523314 7.204608388245104 5.8385437577962875 2.6880649253725997 81.363342494820245 5.5865872576832754 3.7391852810978881 3.4450204754248261 97.954138120054267 1.2553702197037617 4.6056089699268341 5.2104878649115554 2.5356123447418213
leaf_count=1283 154 376 43 3 36 29 28 184 24 11 27 19 180 17 31 14 13 28 33 63 16 553 38 14 41 1131 13 105 24 102
internal_value=0.000570563 -0.00949257 0.000236597 0.0110616 0.000878324 0.000694609 0.000609384 -0.00787894 0.00203386 0.000778268 0.0110847 -0.00192269 0.000651046 0.00156767 -0.00011777 -0.0159346 -0.0265878 0.00440578 0.000840024 0.0110056 0.00358639 0.00435475 -0.000167998 -0.00897221 -0.0182597 -0.00113572 -0.00667037 -0.017846 -0.00173819 -0.0248306
internal_weight=388.67 4.73271 3.20507 2.37699 1.62426 383.937 381.781 7.44773 5.19133 374.334 4.56441 2.62178 369.769 244.393 153.334 8.75506 5.68853 91.0592 144.579 13.0432 87.5517 84.0514 131.536 12.7708 9.03161 125.376 27.422 8.39659 19.0254 7.14122
internal_count=4633 612 236 82 79 4021 3992 236 52 3756 57 46 3699 2144 1530 58 44 614 1472 96 597 569 1376 93 79 1555 424 220 204 207
is_linear=0
shrinkage=0.0288028


Tree=435
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 4 1 3 2 3 0 3 2 2 2 2 4 4 4 2 2 3 4 3 0 2 4 4 3 3
split_gain=0.524996 2.10161 1.69358 1.49295 2.04824 3.08845 1.64634 2.05533 1.49897 1.49319 1.45818 1.40385 1.29405 1.14502 1.76282 1.25074 1.12984 0.907319 3.06133 2.46916 2.28443 3.05736 2.44495 3.94995 4.0654 2.35116 2.25954 5.69901 2.07045 2.64201
threshold=97.789976036950009 97.491557184450016 77.04583310240001 78.196493182200015 41.362929270750008 41.087689990200012 72.62331947780001 0.089705000000000021 -0.105535 0.12001500000000002 98.752444047600008 0.089965000000000031 -0.084729999999999986 -0.61402999999999996 -0.59614999999999996 -0.50748499999999985 49.407085930050009 40.574766824850009 40.300545846000013 0.18839000000000003 -0.070854999999999987 0.085345000000000018 36.558960102350007 0.098510000000000028 89.576736448400013 -0.053874999999999999 39.354247760400007 39.746231405950006 -0.38221499999999997 -0.11595499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 6 -2 12 10 -9 -6 -3 -8 -5 -15 -16 -12 18 20 -19 21 28 -23 -24 -25 -22 -27 -28 -1 -30
right_child=3 11 -4 13 8 -7 7 9 -10 -11 16 -13 -14 14 15 -17 -18 19 -20 -21 25 22 23 24 -26 26 27 -29 29 -31
leaf_value=0.0095872336414794604 0.018410144113368491 0.026406288555557392 -0.028363350470770467 -0.036767228920010733 0.023188802733997729 0.0345027538040064 0.015310347735348704 -0.039909892911748034 -0.038872800866103195 -0.0022736714197466546 -0.039915487660415964 0.00090600836920013827 -0.021074335898712812 0.026392441844541998 -0.034755854613700128 0.00082397685623319039 0.0070256831676179139 6.2548144229834644e-05 0.017315628785699772 -0.024569972243103894 0.018864353394546739 0.01508370151891502 0.0051936263371480393 -0.006412960483420823 -0.054581560202354544 0.0072748773402040116 -0.046195346533799496 0.0040465721045207185 -0.047965005786477791 -0.013068614256288177
leaf_weight=2.7934791701845816 1.9627858381718422 5.6628601360134763 2.0845504628960034 0.83387420888175157 1.0485184639692309 2.0535041131079188 2.8067408499773592 3.5133917925413698 3.4320375029928973 1.6099450774490831 1.4731378676369788 3.7639210186898708 1.6115632900036851 2.8160206676693624 1.0555507115495846 52.542190833075438 0.84509451291523863 174.87797265523113 14.01626731501892 4.3684572069905689 11.526661366224287 10.052170370239763 17.024323119549084 5.7007160456851107 2.7062359652481973 28.396843314170837 3.2339269015938035 8.7956783100962621 2.9600880250800392 9.7783708499046025
leaf_count=65 8 22 100 46 8 6 33 63 71 29 29 34 30 42 102 1254 25 1740 93 56 53 77 124 31 38 169 33 61 54 137
internal_value=0.000580154 0.00118 0.000704595 -0.00179857 -0.00932596 -0.0020566 -0.00858234 -0.0141349 -0.0238223 -0.0280832 -0.00847992 0.0162245 0.00203914 0.000878104 0.00143455 0.00012327 -0.0228034 0.000909143 0.00312614 -0.000537777 0.00119464 -0.00366979 0.0015718 -0.00376902 -0.0219187 0.00597128 0.00229512 -0.00946 -0.0156445 -0.0211776
internal_weight=385.347 307.743 298.316 77.6044 20.3567 13.5579 11.5044 9.54164 6.79879 5.12334 3.36675 9.42678 4.4183 57.2476 56.4138 53.5977 2.31823 296.231 116.985 179.246 102.968 51.0154 35.4834 25.4313 8.40695 51.9531 40.4264 12.0296 15.5319 12.7385
internal_count=4633 2887 2831 1746 302 169 163 155 133 92 62 56 63 1444 1398 1356 54 2731 935 1796 842 526 270 193 69 316 263 94 256 191
is_linear=0
shrinkage=0.0323624


Tree=436
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 0 0 0 4 3 2 2 4 0 1 0 2 3 3 2 3 3 2 2 1 2 2 4 2 0
split_gain=3.34036 5.34333 4.81434 7.45845 5.4907 3.48401 5.116 3.39062 3.57437 6.03175 4.41689 4.49301 10.5194 3.19182 3.15002 3.19346 2.87191 2.66402 2.65152 4.0474 2.55675 2.91245 2.48165 3.83657 3.81904 3.40358 5.5525 2.77251 3.06284 3.1399
threshold=66.859265246100009 86.09518316945001 91.886121982450007 90.321439350550008 89.861713010250014 91.886121982450007 90.321439350550008 86.103248543850015 41.289992964000007 0.087795000000000026 -0.022394999999999998 -0.06828999999999999 42.654057868200006 86.780739992750014 67.606656606400023 89.237990724000014 -0.088880000000000001 0.4149000000000001 0.091510000000000022 -0.237895 0.083395000000000011 0.086075000000000026 -0.059424999999999999 -0.016014999999999998 81.573196594050017 -0.087660000000000002 -0.088274999999999992 40.00488309970001 -0.074029999999999999 96.324766355850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 4 7 6 14 -3 -9 13 11 12 16 -10 -2 -16 -11 22 19 -1 -15 -22 25 -24 -25 26 -7 28 -27 -30
right_child=5 2 -4 -5 -6 17 -8 8 9 10 -12 -13 -14 20 15 -17 -18 -19 -20 -21 21 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=-0.0022312681569410407 0.0025020983188728499 0.0025917929649980614 -0.0018873239828199777 0.0021402567519381711 -0.0017005337038518739 -7.5183042909721717e-05 -0.0027412566605570965 0.00096815832321364389 0.0014116199652831976 -0.0010520290245761383 -0.0026023499176707613 0.0012447245661188827 0.00098078324657654547 0.0010957168029925475 -0.00349641495810141 0.0011413927992912905 -0.0036715143865102017 -0.0028262047816779803 0.00038600718975040523 -0.00017123436721738113 -0.0023345981369249503 0.00049227226893337208 0.0011068606873228051 0.00025861483367065004 -0.0014668171285024457 -0.0031046277480610966 0.003076406211256843 -0.0003183114246320596 0.00099631637095910688 -0.0027572345178786292
leaf_weight=5.7830669309478244 2.2526023834943754 4.5881391167640677 4.1385771110653868 17.377275861799717 6.0109122619032851 83.63241708377609 6.3521274803206325 56.216430027037859 21.197923112660646 4.0098663941025778 5.0485942289233199 8.2612854018807393 9.0111561715602857 6.3379134386777869 1.6025879490189257 1.6959607568569479 5.5210608765482947 1.8156634011538688 45.998528811149299 62.468989146873355 3.9922496452927572 4.0998780876398087 25.652028800686821 50.306561117060483 8.2928991382941586 5.3741579243214801 3.2219999986700705 16.743723150575534 2.9909014198929089 2.1089477180503309
leaf_count=203 7 22 40 63 35 1357 76 229 112 19 36 27 31 28 37 24 45 43 255 715 27 16 191 351 299 89 12 173 14 57
internal_value=0.000162062 0.00033582 0.000619575 0.000687979 0.00050006 -5.92405e-05 -0.00129747 0.000603171 0.000529409 0.000163894 -0.000581011 -0.000200278 -0.000844088 0.000829852 0.000354643 -0.00111187 -0.00256944 1.44031e-05 -5.11564e-05 -0.000345783 -2.47736e-05 -0.000902364 4.0409e-05 0.000347045 1.44345e-05 -0.000186067 4.17301e-05 -0.000912988 -0.00186364 -0.000555895
internal_weight=482.104 270.062 155.811 151.673 134.295 212.043 11.9033 128.284 123.696 67.4799 31.852 26.8034 18.5421 35.628 5.55115 3.29855 9.53093 200.139 114.251 68.2521 14.43 8.09213 198.324 84.2515 58.5995 114.072 86.8544 27.2177 10.474 5.09985
internal_count=4633 1903 730 690 627 2730 144 592 570 341 158 122 95 183 68 61 64 2586 1173 918 71 43 2543 841 650 1702 1369 333 160 71
is_linear=0
shrinkage=0.00235581


Tree=437
num_leaves=31
num_cat=0
split_feature=1 3 2 3 2 2 3 3 0 1 4 3 0 0 2 2 2 1 0 2 2 3 2 0 0 2 3 4 0 2
split_gain=0.530149 1.04359 1.14782 0.580197 0.758897 0.56846 1.15457 2.13998 0.592057 2.56101 1.46278 1.81741 0.997175 1.84198 0.957848 2.06474 1.70159 1.56239 1.66185 1.03514 1.92835 1.17548 1.87137 1.58952 1.49543 1.53838 3.04025 1.37265 0.933703 1.22505
threshold=89.89935142405001 0.078655000000000017 -0.088880000000000001 0.078385000000000024 -0.022394999999999998 0.63131000000000015 -0.16179999999999997 0.18642000000000006 85.662341410450011 61.928633034850002 43.968221017800005 -0.25420999999999999 85.121961326250016 85.307464937250003 -0.07490999999999999 -0.017745 -0.013285 59.98487780655001 67.058211147750015 -0.093604999999999994 -0.10771499999999999 0.10487000000000003 -0.23557500000000001 76.535026057600007 73.921844754800006 -0.23353499999999996 -0.23921499999999998 37.041406607950009 93.972365491700018 0.22387500000000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 8 -7 -8 9 12 11 -11 14 -14 19 -16 -17 18 -18 20 21 22 27 24 25 26 -24 -1 -10 -30
right_child=1 -3 3 -5 -6 6 7 -9 28 10 -12 -13 13 -15 15 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.018277206081530908 -0.037116960525526682 -0.036103929313534074 0.016378181008798894 0.038954838136937606 -0.036738950309302611 0.033940356615868021 -0.029498611342675646 0.035726749078425407 0.0026487503800527112 0.0045690626979857096 0.0070682795966297268 -0.032492861206455122 0.027596740634678589 -0.0047888754755591604 -0.051680106719464214 0.039548846666682555 0.035056627056282791 0.018194993831747767 -0.039851398100580193 0.023819427947097987 -0.036587273486197731 0.02850215826414056 -0.047029505244999076 0.021174163772742116 -0.038793886309670123 0.019584682399893003 0.011773882782281775 -0.041837827128855698 -0.00030326205341909456 -0.014568926180093896
leaf_weight=0.6016382353846067 0.7529223145975269 1.4117513735982354 1.1137655798811466 0.69850222766399372 0.46209329977864322 1.8717651627957819 1.4602835748810314 1.0498540326952932 196.91967298707459 2.0937726921401909 2.3380257934331885 6.9036328636575481 4.3961836732923967 4.1410997128114104 1.360823114402592 0.9197944402694701 0.42666398547590079 1.3151962906122205 2.2880541399354115 2.3058307804167297 1.6780414879322041 1.8852015286684025 1.7728101573884547 4.6307826209813365 1.2814367013052104 3.3686493547866041 2.6836279481649399 1.9757438380038364 122.17648319882574 7.7741177453426635
leaf_count=16 154 376 14 3 65 11 31 19 1250 24 74 266 19 30 18 3 4 9 152 10 13 14 37 22 56 48 31 89 1644 131
internal_value=0.000609149 -0.0113631 0.000174574 0.0125199 0.000802503 0.000749145 0.0132271 -0.00221839 0.000603431 -0.00299479 -0.0174873 -0.0238682 0.0014414 0.0118878 -0.00168847 -0.0136669 -0.00321594 -0.0129766 -0.0280783 0.00171899 -0.000844651 0.00245084 -0.00055945 0.00455237 -0.00390002 0.0018142 -0.0116186 -0.0278052 0.00113586 -0.00115669
internal_weight=384.058 4.43903 3.02728 2.27436 1.57586 379.619 4.3819 2.51014 375.237 48.367 11.3354 8.99741 37.0316 8.53728 28.4943 6.31053 4.94971 4.02991 2.71472 22.1838 19.8779 18.1999 16.3147 13.7373 9.10652 7.82509 4.45644 2.57738 326.87 129.951
internal_count=4633 612 236 82 79 4021 61 50 3960 935 364 290 571 49 522 186 168 165 156 336 326 313 299 194 172 116 68 105 3025 1775
is_linear=0
shrinkage=0.0348455


Tree=438
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 2 0 0 2 0 4 4 2 2 4 1 1 0 4 2 1 3 3 2 2 1 0 3 3
split_gain=2.90304 3.62005 3.02782 2.06453 4.05418 3.56909 2.52004 2.30612 1.97913 4.75463 1.89995 1.59546 2.00059 4.11217 6.24806 3.61124 2.85088 6.81996 2.82373 3.08458 3.5517 3.26754 2.79146 2.75337 2.74462 4.50462 3.26248 3.34352 2.60782 2.56061
threshold=70.348883899450016 70.74946416085001 85.705356740550016 0.17437500000000003 1.0000000180025095e-35 -0.017745 -0.053874999999999999 67.620098897050013 85.398872513700013 -0.089569999999999997 71.096275259750016 37.232443001650005 42.580420142950011 -0.156745 -0.096559999999999993 43.067541470150012 71.053259929650025 71.658163008950012 102.75018128760001 41.835830569250014 -0.14008999999999996 83.116371560950014 -0.222165 0.090850000000000028 -0.087660000000000002 -0.076544999999999988 81.339300736700025 102.11570516885001 0.086255000000000026 -0.20885999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 8 -6 10 -10 -1 -3 16 29 -15 -16 -13 -18 19 20 21 -19 -17 28 -22 -26 27 -27 -20 -14
right_child=1 11 -4 -5 7 -7 -8 -9 9 -11 -12 12 13 14 15 22 17 18 23 -21 24 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0023766138020980218 -0.0023537721906677109 -0.00073593064316912699 0.0003694319991457879 0.0011049280310146564 0.0015832089298176513 0.0017367857043594664 -0.002634319817246242 -0.0025902946464161835 -0.00275175694347147 1.3346630565624808e-05 0.00018474982458264883 0.0017501918348177986 0.0016934314318575584 -0.002365483977548963 -0.00235402232039496 -0.0026328277813879187 -0.0026149520043086457 -0.0014442557339325167 -0.00098325446146275562 0.0012649354059592606 0.0014542575917942063 0.0012490580248733971 0.00023783215225693557 -0.0024030767712772561 -0.0021000924439625035 0.00033838128123096382 -0.0014565374278544463 0.0022291874277349799 0.0010496664493314042 1.4866632692697952e-06
leaf_weight=1.3590341215021897 3.1303000997286281 13.864768539555369 243.0475588189438 5.5710876360535613 0.69045402761548658 4.4946889141574493 1.9144706958904851 4.5426184260286391 4.1296108942478886 8.8440627884119731 37.094095062464476 5.0965690091252318 5.4728676127269891 8.2658221302553994 3.2492889617569771 1.6482031680643583 3.9636285239830604 9.2739105327054769 6.9002191843464953 15.100542794913052 9.7567140646278769 2.613907527178525 22.027151669375598 3.0735122119076541 3.5300067234784214 25.245627510361405 3.7167456820607176 5.0866698920726767 4.8744749594479799 15.566798954503609
leaf_count=94 91 422 1230 38 15 35 33 146 75 58 479 17 27 320 47 30 73 91 252 61 35 12 289 105 31 157 42 18 79 231
internal_value=0.000135667 -8.67008e-05 0.00025799 -0.000136616 -0.000246286 -8.4021e-05 -0.000237447 -0.00203964 -0.000148219 -0.000866805 9.42245e-05 -4.45412e-05 1.75188e-05 -0.000302528 -0.000747425 -0.000250684 0.000200719 0.000115929 0.000237315 0.000406542 0.000187673 -0.000852047 3.79859e-05 -0.00060977 0.000448786 0.000187734 0.000424923 0.000655466 -0.000141668 0.000441598
internal_weight=483.145 171.458 311.688 68.6401 63.069 57.836 53.3413 5.23307 51.4268 12.9737 38.4531 168.327 154.463 56.2301 35.1905 26.9246 98.2325 93.136 89.1723 74.3241 59.2236 11.8878 23.6754 14.8482 47.3358 37.579 34.049 30.3323 11.7747 21.0397
internal_count=4633 2430 2203 973 935 774 739 161 706 133 573 2339 1917 944 686 366 973 956 883 447 386 103 319 436 283 248 217 175 331 258
is_linear=0
shrinkage=0.00212766


Tree=439
num_leaves=31
num_cat=0
split_feature=1 0 0 2 4 0 4 4 0 0 1 2 0 0 2 1 4 3 2 2 1 2 2 4 0 1 3 2 1 1
split_gain=2.86504 5.00974 2.97713 3.34446 2.41241 2.21273 2.8655 2.37057 4.31088 3.52756 5.90209 2.8405 2.34464 4.23264 3.70172 3.24924 2.83818 2.21473 2.15647 2.90424 2.85712 4.12973 2.23274 2.11114 2.16219 1.97731 2.25654 1.96668 1.93592 3.12961
threshold=70.182199495350019 85.990333302400003 94.625660817400004 -0.08725999999999999 44.279556297950009 85.931187223550012 40.518963363600001 41.873095646600007 85.823648898300021 85.121961326250016 61.546871980350012 -0.082654999999999992 85.769879735700016 85.431134011250023 -0.087660000000000002 61.076391807500009 48.393869453650005 0.10214000000000002 -0.051199999999999996 -0.068964999999999985 81.339300736700025 -0.043559999999999995 -0.057599999999999998 40.300545846000013 94.165934477050016 61.923256118600001 0.083745000000000028 0.20852500000000004 64.369753017350021 65.509659264600018
decision_type=2 2 2 2 2 2 2 2 2 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 23 28 7 -7 9 11 10 -1 12 13 15 -15 16 -9 -13 19 -4 -20 -22 -21 -2 -25 -17 -27 -23 -3 -30
right_child=2 4 18 -5 -6 6 -8 8 -10 -11 -12 17 -14 14 -16 25 -18 -19 20 22 21 27 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.00030880714423620563 -0.0031141922780631845 0.00075258165238018297 -0.00010926960324013051 -0.0027628854459217814 -0.00072305297546096142 4.6245644567169233e-05 -0.003323482593756504 -0.0027595331932513448 -0.0032644705571946964 0.00082732297267260882 -0.0024507356950756037 -0.0019340258319528784 0.0018005164585456963 -0.0025058802018457947 0.00070183135206331533 0.002569046502777813 0.00014538104300202445 0.00048873584045655441 0.00063814970697891082 -0.0033089074073978939 0.0026859702327755321 -0.0022076524690001348 -0.00028435351521525923 0.0017575859103992468 -0.0014981506974912804 0.0018180120991763327 -0.0013992909502633902 -0.00025965386257183269 -0.0012424765231291899 0.00042685207880391622
leaf_weight=16.698575621005151 1.0410679532214997 122.49426390230656 92.14031396585051 4.622706870082764 8.1394805163145048 2.9207225218415251 2.5982305444777012 2.1795866538304862 2.691862776875495 31.016375113278627 5.6526922211050978 7.7505206889472884 3.8780886232852927 6.1203050445765257 2.8839546181261522 4.5564353391528112 11.512542724609373 2.7981101237237453 45.476985426153988 2.8160281905438751 1.809198411181568 5.0040125581435841 2.5199696877971283 3.0081915007904172 1.7627738430164752 2.7462618835270405 2.0932385213673115 6.4819434171076864 6.7532332167029372 65.196921292692423
leaf_count=227 22 575 1448 114 88 13 31 81 27 125 162 189 12 71 14 12 70 21 285 63 8 260 19 55 46 19 74 143 40 319
internal_value=0.000172976 0.000305435 -7.39134e-05 -0.00128109 0.000521958 -0.000100349 -0.00154017 -2.28842e-05 -0.000392421 0.000317869 -0.000389088 -0.000226227 8.61349e-05 -0.000121034 -0.00147849 0.000408369 -0.000317039 -0.00129137 6.70548e-06 -0.000206231 0.000359871 -0.000592 -0.00188054 -0.000102517 0.000554658 0.00146546 0.000426426 -0.00110833 0.000574075 0.000270169
internal_weight=477.365 310.681 166.683 10.4347 202.584 108.098 5.51895 102.579 49.2109 53.3676 22.3513 46.519 35.9704 32.0923 9.00426 23.0881 13.6921 10.5486 156.248 97.4763 58.7721 13.2952 5.336 5.81203 4.77097 9.39594 4.8395 11.486 194.444 71.9502
internal_count=4633 2170 2463 237 1022 1148 44 1104 590 514 389 563 353 341 85 256 151 210 2226 1530 696 411 82 123 101 105 93 403 934 359
is_linear=0
shrinkage=0.00233427


Tree=440
num_leaves=31
num_cat=0
split_feature=1 0 1 1 3 0 0 3 3 3 3 4 2 4 0 2 2 0 0 3 2 2 2 1 1 4 0 2 3 3
split_gain=3.54157 4.3992 4.22665 3.84454 3.29687 2.60573 3.00827 2.41592 2.31985 2.17469 2.17615 2.6377 6.5047 3.64795 3.52567 3.32491 5.81254 2.81053 3.54225 2.67199 2.38009 2.2149 3.26051 2.20398 2.10189 2.09243 4.1826 4.46092 4.46075 5.48857
threshold=70.348883899450016 85.662341410450011 61.928633034850002 70.74946416085001 -0.17949499999999999 85.121961326250016 85.307464937250003 0.4149000000000001 0.12001500000000002 -0.26804999999999995 0.095830000000000012 42.527280425250005 0.22387500000000005 43.067541470150012 107.63242125250001 -0.057599999999999998 -0.068964999999999985 96.978061681550017 94.743952975150009 0.075810000000000016 0.70681500000000008 -0.58319500000000002 -0.0309 71.246828915000023 71.053259929650025 42.055256506450007 86.208098410950015 -0.11534 0.077440000000000023 0.080545000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -4 -1 -7 8 9 -5 11 12 14 -13 15 16 17 18 -11 -17 -14 -12 24 -15 -23 -3 27 -27 -28 -30
right_child=3 25 4 7 -6 6 -8 -9 -10 10 21 13 20 23 -16 19 -18 -19 -20 -21 -22 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.00013766163160773949 -0.0021949348369528724 0.00050562796619489528 0.00043908172022902596 -0.0016268841784828349 -0.0015390159202547718 0.0018673037242577944 -0.00019913312525571077 -0.002331402020285337 0.0010667089711660983 0.0011168733947428909 0.00077017693083637219 -0.0017658451677984013 -0.0024928124943211739 -0.0022007702554250872 -0.001267745236281876 -3.014475989469868e-05 -0.0027576699734878753 0.00068195987192940996 -0.0014002239947074259 0.0013876750168672005 0.00052620743667588328 0.00029270926242332942 6.4062804475328256e-05 -9.7322277649025849e-06 -0.0018450945341122837 0.0011661213451348868 -0.0010438601355218275 -0.0010863568331897994 0.0018688420599296523 0.00028132506005733163
leaf_weight=38.305821017129347 3.2567666321992865 170.67209507152438 4.3625087905675199 3.3726779040880492 12.622212841641156 6.083457123488186 4.8892645929008722 1.7574475177098055 7.2397287378553292 3.2607955639250488 4.0729986047372249 5.633675141260027 4.1769404700025907 1.8384331827983249 4.3560754447244099 6.6445784326642849 2.4190610460937014 28.931136809289455 6.3220367236062884 22.209829241735861 1.3230345062911508 2.1440233886241957 9.3832730422727728 45.153242051368579 10.133920704713089 4.2399446144700077 7.5363832060247651 16.739886045455933 10.168940141797064 47.625626249238849
leaf_count=523 91 764 34 98 325 19 30 39 67 25 31 70 94 84 328 39 39 227 78 94 16 11 98 720 181 17 70 120 76 225
internal_value=0.000142183 0.000263556 -0.000187094 -8.37776e-05 -0.00103094 0.000103753 0.000946533 -4.34218e-05 -1.95746e-05 -6.8308e-05 -3.50392e-05 6.65018e-05 0.000291671 -0.000274271 0.000444353 0.00055122 0.000191741 0.000376993 -0.000543719 0.00106118 -0.00176658 -0.00055694 -0.00080648 -9.54512e-05 -0.00147178 0.000379756 0.000130856 -0.000631139 0.000375557 0.000560648
internal_weight=496.876 323.246 66.2633 173.63 16.9847 49.2785 10.9727 170.373 168.615 161.376 158.003 132.269 79.6435 52.6254 74.1435 69.7874 40.933 38.514 9.58283 28.8544 5.49997 25.7342 21.6612 46.9917 12.2779 256.983 86.3108 20.9798 65.3309 57.7946
internal_count=4633 2203 931 2430 359 572 49 2339 2300 2233 2135 1814 940 874 830 502 369 330 103 133 110 321 290 804 192 1272 508 137 371 301
is_linear=0
shrinkage=0.00196157


Tree=441
num_leaves=31
num_cat=0
split_feature=0 1 2 3 2 4 0 0 2 0 4 0 4 0 3 3 2 3 4 0 4 2 1 2 3 3 3 3 1 0
split_gain=1.98534 2.62305 2.8699 4.86192 4.84408 2.75837 2.56535 2.5623 2.89063 1.86301 7.17013 2.30744 1.85657 2.04223 1.94933 3.56682 2.59776 9.13777 2.44212 3.13117 4.09286 3.19422 4.48802 4.13281 3.06769 2.6138 3.17956 2.60386 2.51267 2.09135
threshold=93.972365491700018 71.830224329350003 -0.056184999999999992 0.089505000000000015 -0.10040499999999999 37.232443001650005 85.990333302400003 94.770837556450019 -0.040509999999999997 85.823648898300021 40.518963363600001 85.732241321850012 44.026978245600006 91.498984011650009 0.080545000000000019 0.079220000000000027 0.15684000000000003 0.099855000000000027 41.243661560350013 86.420486603250012 43.157831852650006 -0.06828999999999999 62.245871094250013 -0.083834999999999993 0.085345000000000018 0.11071500000000002 0.093325000000000033 0.088145000000000015 63.910026677050006 86.264556031700025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 -2 -5 -3 9 8 -4 11 -11 -1 14 -14 15 29 18 -18 25 27 21 23 -23 -21 -25 26 -16 -20 -27 -8
right_child=1 5 7 4 -6 -7 12 -9 -10 10 -12 -13 13 -15 16 -17 17 -19 19 20 -22 22 -24 24 -26 28 -28 -29 -30 -31
leaf_value=-0.00014762749776281222 -0.003086503311608512 -0.0017365907904746283 0.0014172051553408608 0.0015786756609363908 -0.002746605294190092 0.00022650268903354824 -0.0014171959563421042 0.0015798729919893177 -0.0043887054378701773 0.0011432312476674683 -0.0033948219781222417 0.0013595544712251286 -6.6878241428130138e-05 -0.0039398642633365188 0.00053454954875356358 0.0031315654936459594 -0.0048241483265050187 0.0013414650169548074 0.0024611247130884944 -0.00046461936279043782 0.0015467277798339124 0.00204901584031956 -0.0022547436342006365 -0.00060997039828950743 -0.0047641436377095191 0.00094090138161965792 0.002231145771529813 -7.4183203809492589e-05 -0.0022704016909989885 0.0010656799403071797
leaf_weight=67.519427315099165 11.796227919869127 8.4087789754848909 1.7206074595451357 7.3713997285813093 4.6315075419843179 121.08573955408065 4.2151844464242449 7.482126203365624 2.0817320467904192 7.5367532148957235 7.7652322538197041 13.367571242153643 6.6668526879511756 1.9281564480625091 24.196691706776619 8.7805773094296438 4.373579038307069 6.6637223213911057 9.4888286292552966 12.609578222036356 9.4057184034027141 7.2980763688683563 4.1897980570793152 2.892757833003996 6.0093244984745979 6.3896211460232717 24.340798480436206 8.379964165389536 4.6059585595503449 32.155526492279023
leaf_count=1000 251 383 7 46 64 1598 22 44 43 29 72 54 68 52 111 84 56 29 46 59 41 26 29 12 55 27 100 46 26 153
internal_value=0.000170277 -0.000118765 -0.000922648 -0.00157539 -9.03009e-05 9.90284e-05 0.000339698 0.000454001 -0.00176146 -9.91705e-05 -0.00115967 0.000101453 0.00056839 -0.000935722 0.000641845 0.00123564 0.000436941 -0.00110169 0.000578688 0.000108407 -0.000381967 -0.000931694 0.000479371 -0.00168525 -0.00341423 0.00105482 0.00138537 0.00127214 -0.000404287 0.000777927
internal_weight=445.358 164.578 35.0836 23.7991 12.0029 129.495 280.78 11.2845 3.80234 96.189 15.302 80.887 184.591 8.59501 175.996 45.1513 130.844 11.0373 119.807 60.274 42.4053 32.9995 11.4879 21.5117 8.90208 59.5331 48.5375 17.8688 10.9956 36.3707
internal_count=4633 2436 455 361 110 1981 2197 94 50 1155 101 1054 1042 120 922 259 663 85 578 314 222 181 55 126 67 264 211 92 53 175
is_linear=0
shrinkage=0.00331438


Tree=442
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 3 2 3 3 1 2 4 2 0 0 4 4 2 0 1 4 3 3 1 0 3 2 4 3 3
split_gain=4.2266 4.2825 3.23495 5.06076 4.763 5.24004 5.9616 3.4719 3.48653 3.26747 4.54643 3.2595 2.83241 3.45314 3.47626 4.34636 2.88018 2.73327 3.42312 2.68192 2.68024 2.5954 3.70094 5.56449 3.49817 3.26149 2.54058 2.47731 5.21044 2.35608
threshold=93.972365491700018 85.990333302400003 -0.057599999999999998 -0.068964999999999985 71.830224329350003 0.089505000000000015 -0.10040499999999999 -0.21029499999999998 -0.25843999999999995 81.339300736700025 -0.043559999999999995 38.804629908750009 -0.077679999999999985 97.491557184450016 101.91675926715001 47.74983977685001 48.109449608500007 -0.17605999999999999 101.11291028615001 73.007768990450018 44.279556297950009 0.090235000000000024 0.10821500000000002 78.27445846800002 98.752444047600008 0.087475000000000011 -0.088880000000000001 42.081757894750005 0.088350000000000026 0.075810000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 -7 8 -6 27 -11 -9 13 19 21 26 -17 -10 -19 -13 -3 24 23 -23 -15 -26 -16 29 -29 -4
right_child=2 20 9 -5 7 6 -8 11 17 10 -12 12 -14 14 15 16 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-3.6840857164258971e-05 -0.0017386483619020545 0.00047434138290061207 -0.00022081823618696984 -0.0026132711005724093 -0.0012300383506986812 0.00098132246091537615 -0.0016671244762162527 -0.0012302395340182315 0.0021088812343126144 0.0019565716208855641 -0.0010113552914823283 0.00060945778600419423 0.0012608284153954113 0.0020595734598924083 -0.0018279320703733033 0.0018928453231093364 -0.00019649765928735909 0.002246530699991818 -0.0022927090352943729 -0.0019980265384603219 -0.00068494908612796491 -0.0021088130032117887 0.0013233757317098304 0.0010444250523578295 -0.00094633826752575818 0.0016165036869911433 -0.00018798850673450491 0.00035384987382292943 -0.0023865535025477795 0.0008832082716258091
leaf_weight=104.59038924449123 13.459641960449519 196.01294175721705 8.6085591074079257 3.2199504990130654 2.0578662953339508 7.7469650525599718 4.9463132573291642 8.7056104488437978 6.6488811618182799 2.1525275157764545 12.359809616114942 1.8816534169018186 5.7486933819018367 6.7415835708379763 8.2362180500058386 3.3062982242554417 8.0473472240846586 1.0756442202255123 1.3071990818716583 5.4857316403649747 7.3490851745009413 4.9208027087151986 4.2867300510406485 3.3349773734807968 4.0530652832239866 3.1225149929523468 5.6618857132271012 11.308913544751702 3.1510039977729312 33.913952067494392
leaf_count=1155 248 937 64 65 61 46 58 277 32 12 404 9 24 16 289 16 168 4 40 101 105 42 21 15 39 9 79 77 42 178
internal_value=0.000137691 0.000273062 -8.70528e-05 -0.000284157 -0.000216456 -0.000919417 -5.07236e-05 7.96309e-07 0.000983795 0.000227222 -0.000571141 -0.000147451 -2.04412e-06 -0.000124929 4.70538e-05 -0.000453141 0.00041194 0.00148821 -0.000243641 -0.00133207 0.000432447 0.000524413 -9.73461e-05 -0.000835041 0.00108476 0.000168904 -0.00115984 0.00043055 -0.00024332 0.000659701
internal_weight=493.443 307.952 185.49 113.996 110.776 26.1529 12.6933 84.6227 11.0896 71.4948 14.5123 73.5331 64.8275 59.0788 51.7114 25.2517 11.3536 9.03172 2.38284 7.36739 203.362 26.4597 12.5425 8.25578 13.9172 7.17558 13.8981 56.9824 14.4599 42.5225
internal_count=4633 2197 2436 1659 1594 352 104 1242 137 777 416 1105 828 804 694 552 184 76 44 110 1042 142 78 57 64 48 368 361 119 242
is_linear=0
shrinkage=0.00188464


Tree=443
num_leaves=31
num_cat=0
split_feature=1 0 1 3 4 4 4 3 2 3 4 3 1 2 2 4 2 3 3 4 0 4 2 0 2 3 1 0 4 0
split_gain=3.14945 4.31797 3.46548 1.93508 4.4775 4.34333 3.59425 3.16521 6.33689 3.82566 3.08849 4.24813 3.66906 2.85024 2.84281 2.31067 2.19334 2.04268 1.92354 1.90555 4.54533 3.05552 3.88808 2.47136 2.26934 2.13181 1.86833 1.85427 2.11149 1.81145
threshold=70.348883899450016 85.990333302400003 70.74946416085001 0.08759500000000002 41.243661560350013 43.564719632750005 42.670715716450012 0.093325000000000033 -0.051199999999999996 0.11071500000000002 43.157831852650006 0.098950000000000024 62.425997789000007 -0.054875 -0.22932499999999997 41.808689985400001 -0.10040499999999999 0.081775000000000028 0.4149000000000001 41.873095646600007 85.823648898300021 41.257948413050009 0.17437500000000003 85.799452775150016 -0.55200499999999997 0.10876000000000002 62.095317438950012 86.538778761000017 42.388109226950007 85.431134011250023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 -2 5 7 6 -3 8 -5 -9 11 12 15 -11 -7 -6 -16 -18 -4 21 23 22 24 25 -1 29 -8 -13 -29 -21
right_child=2 3 18 4 10 14 26 9 -10 13 -12 27 -14 -15 16 -17 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0021251419190169564 -0.0026738960693614652 0.00062642871611889915 -3.5180291717927245e-05 0.00068760998912086404 -0.0022490859417973546 -0.0030641926823934094 0.00064763898901576552 0.0015352471947348545 -0.0026802662062957593 -0.0011395588820213008 0.00090570106250788805 -0.00090853766503522768 -0.0034678647157726553 0.00097715892000256837 0.001423190098280557 -0.00020485898165025781 0.00041972305379487561 -0.0022897299926671511 -0.0027737964700722709 9.6023175177187953e-05 -0.0031199823418344031 0.0011463567669655901 0.0017052108027768755 0.0018008285179050298 -0.00059301827724958034 -0.00296881621569775 0.002117015761817693 0.0019238926192664133 -0.00016329198758444037 -0.00096178957087724262
leaf_weight=1.8589968457817985 2.955043028574436 63.20986607298255 158.26913531735772 12.242369219660761 4.6613939553499248 2.1875645499676457 6.8760649412870434 29.283077657222748 4.3222743645310393 6.5168338045477858 9.5436471700668317 5.315477684140208 3.9290086403489104 8.2321477979421598 3.6477168351411811 9.8266690857708436 3.2608679868280879 3.1068349294364452 1.480175433855037 25.930589272174984 3.3693518675863734 14.599300560075788 5.6244452511891714 3.1529329195618621 31.768528226763014 1.761732818558811 17.644485846161842 5.1836123540997487 5.9554805606603622 14.394913701340554
leaf_count=11 91 315 2300 56 33 40 31 120 38 33 46 31 31 34 20 44 19 22 39 397 38 72 28 10 436 29 94 19 29 127
internal_value=0.000161005 0.000303394 -0.000108019 0.000503776 0.000277112 0.000741959 0.00092788 0.000699835 -0.000191183 0.00103503 -0.000299618 -0.000629489 -0.00141837 4.18877e-05 -0.00059468 -0.000862569 -5.52905e-05 -0.000902233 -6.05553e-05 -9.74172e-05 -0.000440647 0.000212403 -0.00013497 -0.000241098 -0.000442753 -0.000394067 0.00170497 0.000253481 0.000807986 -0.000281582
internal_weight=470.111 307.406 162.704 204.945 105.012 99.9334 87.7304 60.5967 16.5646 44.0321 44.4153 34.8716 18.4171 14.749 12.203 14.4881 10.0154 6.3677 159.749 102.461 48.6095 53.8513 39.252 45.2402 33.6275 42.0872 24.5206 16.4546 11.1391 40.3255
internal_count=4633 2203 2430 1055 514 541 440 281 94 187 233 187 108 67 101 77 61 41 2339 1148 601 547 475 563 447 553 125 79 48 524
is_linear=0
shrinkage=0.0023912


Tree=444
num_leaves=31
num_cat=0
split_feature=4 2 3 4 3 2 0 3 0 4 4 1 3 3 3 3 0 1 4 4 0 0 1 1 0 2 1 0 0 2
split_gain=0.593049 0.910371 0.695907 0.556548 1.21205 1.28124 0.755049 1.17694 0.735359 0.667526 2.45607 0.977599 1.23064 2.05957 1.48467 3.57434 1.40631 0.975366 2.40276 2.06996 1.98898 1.85449 1.78511 1.60983 1.55264 1.50066 1.23354 1.88788 2.25791 2.30062
threshold=31.914316944300001 -0.10771499999999999 0.088565000000000019 49.292797572200008 -0.25098999999999999 -0.15734499999999998 104.25302938255003 0.074735000000000024 119.82189041595002 47.74983977685001 46.095286511800005 80.677940036650014 -0.55393499999999996 1.0000000180025095e-35 -0.23921499999999998 -0.15544999999999998 93.047535894850014 81.339300736700025 44.749265482150008 39.198779702000003 103.57284947555002 104.61328277200001 87.143681840350013 80.13218303615001 102.65877371115 -0.59238000000000002 78.962703749400006 101.91675926715001 99.524031531050014 -0.084729999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 -5 6 -6 -8 -7 10 17 12 -11 14 -14 -16 -15 20 19 24 23 25 -23 26 -19 -21 27 28 -2 -30
right_child=3 2 -4 4 5 8 7 -9 -10 11 -12 -13 13 16 15 -17 -18 18 -20 21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.036651123269089807 0.0016580557770573584 0.017100296299600724 -0.037209677181135083 -0.040375502645985759 0.012531311625021298 -0.033843819927133957 0.019015520029934754 -0.034737515147065988 0.0047940443030345002 0.02595153362026156 -0.022147324931744466 0.018584894728650162 -0.043481944186730105 0.02806801422027801 0.028807807658452797 -0.037141968271609697 -0.0031358604375997788 0.018992097177048337 0.023443521531754573 0.0047252984863683321 -0.024434171911614264 0.0046742636791273382 -0.033934359299146101 0.013255317945496545 -0.019157271338411944 -0.038207496814321486 -0.018319128574155696 0.022251014228842073 -0.00048703729556652271 -0.031182245587812671
leaf_weight=1.107093079335755 303.54280336841475 0.95574872894212493 0.32889423810411245 1.0021088332869101 4.2164702960290006 1.7352121049771079 0.71699338778853405 1.0283511313609777 0.72400855901651073 1.9317984078079469 4.8045340033713719 5.3654230763204387 1.5466152834706002 2.6856401115655899 1.640845649410039 1.7735263379290707 3.3870605975389481 3.5159442722797456 2.5257145105861118 1.0261700078845022 3.0528615827206513 4.7300630598329008 1.68423853861168 12.00912446901202 1.6144754088309126 4.7658957138191891 3.3075919207185498 4.4615358356386414 5.9075755844824016 4.4324187301099283
leaf_count=129 2647 50 43 19 36 174 5 47 33 8 130 49 22 12 7 35 30 29 15 9 83 81 317 58 238 124 37 35 59 72
internal_value=0.000738528 -0.0152486 0.00319586 0.00083679 -0.00689434 -0.00291006 0.00515775 -0.0126556 -0.0224686 0.00102865 0.000724541 0.00702394 0.00223975 -0.00191175 -0.0173056 -0.00544847 0.010664 0.00103272 -0.00590208 -0.0101773 0.0014418 -0.0173916 -0.00546342 0.00167855 0.00698699 -0.0306012 0.00124632 0.00144961 0.00115394 -0.0136451
internal_weight=391.527 2.39174 1.28464 389.135 9.42314 8.42104 5.96181 1.74534 2.45922 379.712 361.381 18.3309 12.9655 11.0337 4.96099 3.41437 6.0727 356.576 19.8625 17.3368 336.714 12.2064 6.4143 333.661 5.13042 5.79207 321.652 318.344 313.883 10.34
internal_count=4633 222 93 4411 314 295 88 52 207 4097 3934 163 114 106 64 42 42 3804 813 798 2991 531 398 2908 267 133 2850 2813 2778 131
is_linear=0
shrinkage=0.0322042


Tree=445
num_leaves=31
num_cat=0
split_feature=1 0 2 0 4 3 4 3 3 2 4 2 3 0 4 2 4 2 2 2 4 2 4 1 2 0 1 2 2 0
split_gain=2.11586 2.76056 2.94732 2.51999 2.27939 1.94526 1.89053 2.06037 7.10814 5.72818 3.41126 2.96617 3.962 2.55474 2.488 2.31937 2.04072 1.9061 1.88881 5.42295 3.0143 2.41153 3.54711 2.76974 2.67301 2.45809 2.20754 2.20399 3.4354 1.82148
threshold=70.182199495350019 94.625660817400004 -0.08725999999999999 85.990333302400003 40.300545846000013 0.4149000000000001 44.279556297950009 0.08759500000000002 0.092895000000000019 -0.016014999999999998 41.489621506400006 -0.072755 0.10249000000000003 89.711159354950013 41.319407281650008 -0.25105499999999997 42.759119507950011 -0.14314999999999997 -0.102645 -0.08158 38.751720283100006 -0.075639999999999999 36.242939472700009 62.041548276350007 -0.040509999999999997 86.538778761000017 62.425997789000007 -1.0000000180025095e-35 0.26056000000000007 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=3 2 4 -1 -2 -3 7 15 9 14 11 12 13 -10 -9 -5 -16 -14 20 26 -17 -21 -23 25 -25 -24 -20 -26 -29 -6
right_child=1 5 -4 6 29 -7 -8 8 10 -11 -12 -13 17 -15 16 18 -18 -19 19 21 -22 22 23 24 27 -27 -28 28 -30 -31
leaf_value=-6.7591514722550007e-05 -0.0042759359339560694 2.6928218295104659e-05 -0.0035338968731929567 -0.0012546603959357177 0.0021982565629383092 -0.0034673321356556166 -0.00097702984315623247 0.0005840464615211187 0.0026363440486131427 -0.0038755052958529906 -0.000191719726763653 0.0019541795185403143 0.00022875410407572136 2.7596954077391081e-05 -0.002186140977096821 -0.00037283123262985284 0.00050896255175542277 -0.0026016169743487733 -0.0021084732730278768 0.0024000657686052166 0.0023126747619930687 0.0027637267904018804 0.00011097956857926975 -0.0023883021781636177 0.0015611353283356247 0.0031301601594675614 0.00031924273513802762 -0.0028318047270157205 0.0010993531242280889 -0.0018466565829956035
leaf_weight=98.658342657145113 0.99955360963940609 148.64782887592446 4.2488244744017702 4.2342025171965352 2.8013705054763705 1.4497194663272228 7.2980090295895925 12.409656465053564 7.4852293878793734 5.0274016968905917 21.299987141042948 25.407206855714321 4.4168695136904716 6.1724115684628487 8.0871812626719457 4.7496683411300209 3.6856924146413794 4.1671169325709325 6.9629089161753637 11.799466922879217 18.195562001317739 6.93104314059019 4.6877849176526087 4.2571366578340522 6.8446692228317252 5.045693427324295 6.5509201213717461 3.7951874732971209 4.2427816279232502 1.562995857093483
leaf_count=1148 22 2188 114 27 55 38 88 56 27 44 105 103 20 30 51 25 15 21 40 90 67 22 19 24 39 22 30 28 29 46
internal_value=0.000171174 -0.000106699 -0.00166624 0.000322944 -0.000186843 -6.82115e-06 0.000521803 0.000580468 0.000281177 -0.000959939 0.000806971 0.00125341 0.000452895 0.00145735 -0.00035381 0.000913186 -0.00134239 -0.00114526 0.00102238 0.000746668 0.00175677 0.0012231 0.000835229 0.000372292 -0.000290745 0.00167608 -0.000931622 0.000309256 -0.000756773 0.000749665
internal_weight=452.122 159.71 9.61274 292.412 5.36392 150.098 193.754 186.456 98.1588 29.2099 68.9488 47.6488 22.2416 13.6576 24.1825 88.297 11.7729 8.58399 84.0628 61.1176 22.9452 47.6038 35.8043 28.8733 19.1398 9.73348 13.5138 14.8826 8.03797 4.36437
internal_count=4633 2463 237 2170 123 2226 1022 934 472 166 306 201 98 57 122 462 66 41 435 343 92 273 183 161 120 41 70 96 57 101
is_linear=0
shrinkage=0.00300193


Tree=446
num_leaves=31
num_cat=0
split_feature=1 1 0 4 4 3 3 3 4 3 2 4 0 3 3 3 3 1 0 1 3 1 4 3 4 0 1 0 2 2
split_gain=2.34994 3.04085 2.52784 1.83651 1.82111 1.79399 1.78973 3.70855 2.36536 2.23832 7.06778 3.81345 3.15343 2.85415 2.7212 3.16028 2.66917 2.6069 4.20815 2.41472 2.40188 2.2687 2.40482 2.1889 1.9867 2.24697 1.94923 1.77161 1.74068 2.44742
threshold=70.348883899450016 70.74946416085001 85.990333302400003 44.279556297950009 37.232443001650005 0.080545000000000019 0.080545000000000019 1.0000000180025095e-35 39.354247760400007 0.093325000000000033 0.0027500000000000003 41.489621506400006 86.692020874450009 0.11071500000000002 0.08759500000000002 0.08574500000000003 0.10131500000000003 62.907231794400012 86.780739992750014 61.998532946250002 0.083905000000000021 62.084563606450011 38.238138001450004 -0.10696499999999999 41.319407281650008 86.420486603250012 68.20618276945001 122.35979489110001 -0.58835000000000004 -0.50748499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 28 6 -3 -5 7 23 -9 10 14 13 -13 -11 15 17 -14 18 -8 -16 -19 -15 -23 26 -21 -26 -4 -6 -1 -30
right_child=1 4 3 5 27 -7 9 8 -10 11 -12 12 16 21 19 -17 -18 20 -20 24 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0018173709421026927 -0.0028547314317003175 -0.0009840145047917239 0.00019833998963266633 -0.0020781385114074583 6.6075120221820475e-05 0.00026355461375861451 0.00060179734216070434 -0.00014858379727153401 0.0022504451846264142 0.0015725107193335069 -0.0027020219321705996 -0.0019627004517434698 -0.00090848887545431532 0.0015688776965399496 -0.0022068932498482078 0.0015675771250493488 0.0013511680120950101 -0.0003614274077077141 -0.0026774175536649842 0.00068006520304273702 0.002064352633236045 0.00077931044258782009 -0.0016695684727810916 -0.0012862447872672672 0.0006150055027326261 -0.0016666300184492971 0.0018198146988159666 -0.0027577259487282478 -0.0028897489279253574 -3.9791670420110051e-05
leaf_weight=3.3021185752004376 2.6454177177511147 12.841856860672122 17.037011854350574 3.660244510509072 143.63162287941668 5.5636734422296286 6.0576958879828471 3.3558708727359798 15.980637919157742 31.394529402256012 5.7515910454094401 5.2800129652023342 6.1672214642167082 5.6717787533998516 3.8932489976286915 17.448084749281406 8.2422386668622476 5.0308984816074354 4.6820077747106552 13.389410831034185 6.0875897854566574 5.3502737060189229 5.4755800440907478 4.5701924562454215 4.8019078299403173 7.4035593383014202 7.083120957016944 1.5151409124955524 2.0774933053180566 95.863960542250425
leaf_count=19 91 422 81 53 1802 40 21 16 115 130 64 35 34 21 23 79 30 27 30 63 21 20 31 29 21 47 24 115 92 1037
internal_value=0.000161047 -9.26105e-05 0.000296586 0.000466335 -4.63606e-05 -0.000665678 0.000521246 0.000954792 0.00183409 0.000374745 6.43446e-05 0.000717132 -0.000245273 0.0011128 0.000295628 0.00074313 0.000384039 8.50227e-05 -0.000827787 -0.00030087 0.000966735 0.000237973 -0.000459302 0.000362167 -1.09445e-05 -0.000768983 0.000674502 3.65984e-05 -3.76996e-05 -0.000100244
internal_weight=461.256 160.634 300.622 199.378 157.989 9.22392 190.154 48.0268 19.3365 142.128 74.546 67.5816 19.6895 47.8922 68.7944 39.3063 14.4095 21.8582 10.7397 29.4881 11.1185 16.4976 10.8259 28.6903 25.5949 12.2055 24.1201 145.147 101.244 97.9415
internal_count=4633 2430 2203 1055 2339 93 962 265 131 697 396 301 99 202 332 178 64 99 51 154 48 72 51 134 131 68 105 1917 1148 1129
is_linear=0
shrinkage=0.00259775


Tree=447
num_leaves=31
num_cat=0
split_feature=0 3 2 3 3 2 0 0 0 1 1 1 2 1 2 3 3 2 3 4 2 1 4 1 0 0 1 0 2 4
split_gain=0.602553 0.955661 0.726924 1.28177 2.01697 0.911367 0.978378 0.611265 2.28555 1.49604 1.83203 3.68425 3.48214 4.52195 2.09282 1.94436 2.3144 1.91775 2.98178 2.63006 1.5475 1.35793 4.33214 3.27899 2.27171 4.75866 1.93119 2.93501 1.90493 1.78694
threshold=113.1679565431 -0.15544999999999998 0.63131000000000015 -0.16179999999999997 0.18642000000000006 0.36215000000000008 88.122280599850015 85.990333302400003 85.931187223550012 64.369753017350021 62.095317438950012 62.041548276350007 -0.071969999999999992 62.00390986255001 -0.08725999999999999 0.08079500000000002 0.076615000000000016 -0.091639999999999985 0.08919500000000001 42.91168285345001 -0.054875 66.235542959850008 38.621016321050007 66.859265246100009 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 -0.08158 43.521589032450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 7 -7 8 -1 10 11 12 13 14 -9 16 -12 -13 19 -19 -14 22 28 -23 25 26 -25 -28 -11 -27
right_child=1 -3 3 4 -6 6 -8 9 -10 21 15 17 20 -15 -16 -17 -18 18 -20 -21 -22 23 -24 24 -26 29 27 -29 -30 -31
leaf_value=-0.00032588148168960886 0.0031087521631897037 -0.020922392593748642 0.030606696147750148 -0.022143563479175468 0.028644503690176949 0.0032528796553455098 -0.038227198351410349 -0.029630882029858183 -0.021836759410378291 -0.0081668353255246184 0.0037293543792207094 0.0055873175296696663 0.029057496038349704 0.013038102030298442 -0.0051607147251890566 0.004893140952994003 0.02905432344460028 -0.046466561336808869 -0.0016704285501469764 -0.0098428368582608762 0.0095749957781800215 0.01662347165440849 -0.028425106739821685 0.029269410358774159 0.00050137080562946646 -0.041840203796696715 -0.045369770187480847 0.018344765586023569 0.014438467531893548 -0.0042411547952977014
leaf_weight=81.406561585725285 2.5988392138388008 2.5674781804264049 1.7489582598209379 1.4372149158734822 1.0606562681496141 0.81786964740604051 0.97028075519483536 4.2895487472414953 4.0466268230229607 6.5633671693503866 4.9711167067289335 4.1232436820864669 4.0247613191604641 8.107514411211012 7.4920025020837784 36.56352448835969 6.497576430439949 3.3846032414585334 5.532593622803688 2.7933654561638832 15.194884337484838 9.4504057094454748 5.3666016887873402 1.8855591043829898 156.3429000430333 3.7381137004122138 0.98434429767075959 1.322197966976091 5.2260454222559938 1.3402164322324095
leaf_count=1099 98 365 8 31 19 11 53 27 42 35 26 15 14 35 40 191 83 29 28 19 79 49 57 7 2025 52 26 24 23 23
internal_value=0.000643758 -0.00883388 0.000770385 0.0122649 -0.000577727 0.000642742 -0.0192549 0.000736215 -0.00134453 0.00133855 0.00405578 0.000571696 0.0051748 -0.00301978 -0.0140701 0.00804111 0.0180772 -0.0107977 -0.0165669 -0.0299072 0.0136548 -0.000117106 -0.00761786 0.000617958 -0.000295366 -0.0137321 0.00829778 -0.00884617 0.00185371 -0.0319175
internal_weight=391.849 5.16632 386.683 4.24683 2.49787 382.436 1.78815 380.648 85.4532 295.194 102.975 54.9425 39.1087 19.8891 11.7816 48.0322 11.4687 15.8338 11.7106 6.17797 19.2196 192.22 17.156 175.064 165.613 9.27043 4.1921 2.30654 11.7894 5.07833
internal_count=4633 463 4170 58 50 4112 64 4048 1141 2907 586 286 195 102 67 300 109 91 76 48 93 2321 115 2206 2157 132 57 50 58 75
is_linear=0
shrinkage=0.0279367


Tree=448
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 3 2 3 3 1 1 3 1 1 0 3 4 4 3 3 0 4 1 1 4 0 4 0 2 3
split_gain=2.11066 2.52734 2.38323 4.92552 2.81789 4.03792 4.94811 2.72462 3.84971 5.07787 3.53117 3.01678 3.21662 2.81546 2.73622 5.41228 2.9678 2.65765 2.26607 2.20322 2.16404 2.71147 2.41066 4.01194 2.97422 3.21918 4.75371 3.20679 2.10674 2.05284
threshold=76.535026057600007 93.972365491700018 -0.057599999999999998 -0.068964999999999985 71.830224329350003 0.083555000000000032 -0.11963999999999998 0.072890000000000024 0.083905000000000021 83.602982482550019 87.143681840350013 0.089850000000000027 80.13218303615001 87.313054702550019 97.722764583650005 0.098950000000000024 41.11191809080001 48.109449608500007 -0.25843999999999995 -0.22831499999999999 85.990333302400003 44.279556297950009 58.309968391300011 59.240174904450008 38.396531328800009 85.823648898300021 40.518963363600001 85.732241321850012 -0.088880000000000001 0.080545000000000019
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -7 17 10 11 -9 -10 14 -12 -13 -16 -17 18 -6 -4 22 29 -2 -24 -25 27 -27 -26 -15 -22
right_child=1 2 19 -5 7 6 -8 8 9 -11 13 12 -14 28 15 16 -18 -19 -20 -21 21 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-0.00080757371293137985 0.0016594593683541595 -0.0034281927085255703 -0.0019487672746313107 -0.0040254152445881528 -0.0017149500502075647 0.0014228948901768468 -0.001731546638468996 -0.0026179690501084269 0.0013753617628516806 -0.0032121072427742712 0.0031388905695016994 0.00056559032247307009 0.0018539076320653587 -0.0022671127642211767 -0.0038833733617136038 -0.0023423011255914164 0.0016731363297898421 -0.0022963091201635734 0.0016597369027982428 0.00048469920511604562 0.0011260435911979113 -0.0012330298613414377 -0.0034311275563576817 0.0013527017510354283 -0.00035039035346742347 0.00046775197524494451 -0.0029014832882595701 0.0012332047163134308 0.0023400519655969593 0.00043399931949081723
leaf_weight=17.308847500709817 6.5984076261520377 4.8784938692115274 3.1907324702478936 2.8706459102686486 1.8112884438596708 6.7131379116326615 10.218770691193637 9.2920567591208947 16.385721418075264 3.3754363136249586 1.8306341841816891 7.669975449331111 4.8634484549984327 3.1751361069036643 4.9380982154980284 2.4583409992046654 3.8455724939703941 1.8477816060185421 15.445491958875209 60.671018075139727 46.686712476424873 6.7526704852934918 2.9004965396597973 11.142413447611032 38.045918977819383 5.9624547995626909 7.975923016667366 14.347395516932009 1.0849918830208483 138.59894018433988
leaf_count=476 32 143 80 65 56 37 172 245 93 235 8 47 33 206 61 40 20 35 149 697 263 105 52 82 364 23 72 54 14 674
internal_value=0.000170365 0.000208354 -6.98726e-05 -0.000339104 -0.000233107 -0.00114013 -0.000480878 2.04359e-05 -0.000283296 0.000150402 -0.00151075 0.000433012 -0.000216444 0.000178419 -0.00074886 -0.00164566 0.000107234 0.000957159 0.00130553 0.000363116 0.000374452 0.000543625 9.13771e-07 -0.000135246 -1.18535e-05 -0.000241072 -0.00146022 8.32616e-05 -0.00109374 0.000608375
internal_weight=462.887 445.578 166.567 102.705 99.8344 21.8104 16.9319 78.024 58.9194 43.5366 15.3828 40.1612 23.7754 6.09076 18.912 11.242 6.30391 19.1046 17.2568 63.8618 279.011 192.038 86.973 80.3746 77.4741 66.3317 13.9384 52.3933 4.26013 185.286
internal_count=4633 4157 2436 1659 1594 352 209 1242 1002 529 473 294 201 228 168 121 60 240 205 777 1721 1042 679 647 595 513 95 418 220 937
is_linear=0
shrinkage=0.00285438


Tree=449
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 1 1 2 1 2 3 4 2 1 4 1 3 1 4 4 3 3 4 0 4 2 4 2 0 1
split_gain=4.5095 4.15603 3.37962 2.61218 2.2457 2.90304 4.45123 4.01063 5.06676 2.86641 2.43899 3.44985 2.40358 2.35558 7.60569 3.78058 3.15172 3.08181 3.92069 5.08317 2.16556 2.25852 2.16486 4.93711 3.25338 4.6634 3.15139 2.92444 2.76254 3.13475
threshold=70.348883899450016 85.990333302400003 70.74946416085001 90.937096262400004 64.369753017350021 62.095317438950012 62.041548276350007 -0.071969999999999992 62.00390986255001 -0.088465000000000002 0.08919500000000001 42.91168285345001 -0.08725999999999999 66.235542959850008 38.621016321050007 66.859265246100009 0.090465000000000031 68.20618276945001 37.892416320650007 47.079243513300007 0.08079500000000002 0.076615000000000016 41.873095646600007 85.823648898300021 41.243661560350013 0.17437500000000003 40.806664626150003 -0.082654999999999992 75.381677519650012 58.309968391300011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 -2 -4 5 6 7 8 12 -8 11 -11 -3 14 16 -15 -6 18 -17 -20 21 -7 24 27 25 26 28 -24 -1 -30
right_child=2 4 3 -5 13 20 9 -9 -10 10 -12 -13 -14 15 -16 17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0022254183464358898 -0.0023414728453696365 -0.0020096982688016084 -1.6452069194463016e-05 -0.0014045085180925644 -0.0008305927236852942 0.00062890582276226112 0.00072422042889994109 0.0013081886178392878 0.001229426752620311 -0.0033375765773756426 -7.6143684300299414e-05 -0.0002946501217387523 -0.00011131592412224852 0.0014737316017096925 -0.0022577485798005374 0.0010882538011929177 0.001257297581175506 0.00046170454957928975 -0.0024950853468084394 0.0013067274509981409 0.00075893200585285664 0.0022569187670075934 0.0001226150968885839 -0.0027774588188461571 0.0010279831869234464 0.0015998420104735606 -0.0025171714477976955 -0.0011574067260043553 0.0018231244703041333 -0.00026531821977781044
leaf_weight=2.7470805067569044 3.0095057790167621 4.7654708363115779 167.42521016742103 6.3710849361959836 5.1724717691540745 6.1103485226631191 5.5762525498867062 23.958922423422337 9.624702073633669 3.7468579113483411 5.6386572867631912 3.067433089017868 8.2394051402807253 12.510412015020846 6.7397755663841954 3.624297320842742 8.9122106134891492 38.721991961821914 6.4236702993512136 2.116647157818079 45.709651589393616 10.463042199611662 36.349714130628854 3.5125577971339217 17.409999852534384 6.36932498961687 2.8695300165563813 10.389430704759432 3.7444731444120434 24.818113594315946
leaf_count=198 91 27 1785 554 27 26 18 93 35 29 26 18 40 50 63 14 31 197 73 12 193 83 353 38 83 28 44 210 15 179
internal_value=0.000166563 0.000317498 -0.000106045 -6.73359e-05 0.000491273 0.000670041 0.000354101 0.000701489 5.91496e-05 -0.000543571 -0.00111127 -0.00196781 -0.000806954 0.000221914 -0.000398936 0.000425849 0.000490539 0.000168228 -0.000765957 -0.00155284 0.000997825 0.0016567 -2.15434e-05 -0.00034474 0.000258677 -7.16338e-05 -0.000383115 -0.000161915 -0.000187529 8.47062e-06
internal_weight=496.138 319.332 176.806 173.796 211.122 126.901 64.6177 46.5885 22.6296 18.0292 12.4529 6.81429 13.0049 84.2215 20.8245 63.397 14.0847 50.8866 12.1646 8.54032 62.283 16.5734 108.21 50.2517 57.9585 40.5485 34.1792 46.7391 31.3097 28.5626
internal_count=4633 2203 2430 2339 1055 588 286 195 102 91 73 47 67 467 121 346 58 296 99 85 302 109 1148 601 547 464 436 563 392 194
is_linear=0
shrinkage=0.00212766


Tree=450
num_leaves=31
num_cat=0
split_feature=1 2 3 2 2 0 3 3 0 4 3 0 3 1 2 4 2 0 2 4 0 3 3 1 1 0 3 2 4 3
split_gain=3.8089 3.75947 5.18638 4.3307 3.37338 3.33282 3.55167 3.91824 3.12379 3.49547 6.01799 4.23925 4.60068 3.71396 3.51536 3.64363 2.94532 3.32124 2.93963 4.56976 2.80973 2.9998 3.91738 4.0903 2.74894 3.03363 2.70405 2.58244 3.67942 3.74146
threshold=70.182199495350019 -0.22386500000000001 0.091705000000000023 -0.16164499999999998 -0.237895 95.44832900530001 -0.089139999999999997 0.090465000000000031 75.994645973400011 39.427119987250002 0.087795000000000026 90.767723400200012 0.090235000000000024 69.999384342500022 -0.11334499999999999 42.783136484500005 -0.094409999999999994 87.525442894850016 -0.011849999999999999 40.574766824850009 98.230883170350012 0.094595000000000026 0.09803000000000002 74.757955233350017 71.104340634100012 94.625660817400004 0.093325000000000033 -0.040509999999999997 42.684965421050009 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -8 -5 26 14 12 16 -13 -11 18 -12 -18 27 -20 21 -7 -23 -24 25 -9 -10 28 29 -16
right_child=5 3 -4 8 -6 20 7 24 9 10 11 13 -14 -15 15 -17 17 -19 19 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013030371817869255 0.00037068805647024844 0.0016807139370266528 0.00069548107246547326 -0.0014069551989455312 -0.0001196097577386101 0.00057157147044182774 -0.002044270093164457 -0.0010278554579742413 0.00033259706979097174 0.0013117369887585546 0.00029648596757166762 -0.0025769646701257506 0.00016172819201095039 0.00024387365427757309 -0.00021726926091804907 -0.00023288169136895397 -0.0022814210338878249 0.00037302573689374527 0.00093801199696159812 -0.001796757583828564 -0.00015878878837788648 -0.0024113908378991743 -0.0017562268798934318 0.00091549015089272315 -0.0020254768413287593 0.001499886190752158 0.0011072017267051049 0.0016279577362527074 0.0018288420263689147 0.0011783700697399918
leaf_weight=13.975292423740024 7.3989494927227524 8.1051108473911864 15.079284891486166 3.5719860831741235 19.979035861790184 45.20370755251497 8.6054259825032222 3.0353995207697135 31.109887106344104 16.630244992673397 3.8852268178015938 4.2640760801732531 76.0116793718189 2.5442078113555908 17.904776003211733 23.429024458862841 6.6252410691231471 2.1254530027508736 4.3736770898103696 3.9880434069782495 101.14281342434697 2.7335697785019866 2.8069416284561139 6.4552467614412308 2.306027406360954 3.4783239401876926 30.439707860350609 10.525556320324545 6.5716329328715792 10.347610928118227
leaf_count=271 63 38 72 189 269 199 303 40 145 64 17 42 380 13 87 163 73 8 27 36 1688 30 30 37 59 14 115 53 61 47
internal_value=0.000139054 0.000263386 -0.000206239 0.000351125 -0.000606698 -7.238e-05 -0.000701849 -0.00115726 0.000308756 0.000333195 0.000208783 -0.000117802 -9.89275e-06 -0.00152284 0.000541237 0.00037513 -0.00104228 -0.00163668 0.000640346 -0.00036631 2.6305e-05 0.000353597 -0.0004678 0.000105816 -0.000291807 0.000321957 0.000715682 0.000825957 0.000583552 0.000293892
internal_weight=494.653 311.487 49.0336 262.453 33.9543 183.166 24.8241 17.4252 254.348 250.776 189.226 95.4559 88.6476 6.80828 93.7706 77.1403 12.6359 8.75069 53.7113 8.36172 158.342 57.1995 11.9958 9.26219 8.81975 6.51372 61.5496 45.3496 34.824 28.2524
internal_count=4633 2170 612 1558 540 2463 479 416 1520 1331 1071 533 478 55 538 474 98 81 311 63 1984 296 97 67 113 54 260 248 195 134
is_linear=0
shrinkage=0.00184769


Tree=451
num_leaves=31
num_cat=0
split_feature=0 2 0 3 1 0 4 0 0 0 1 4 3 3 1 3 1 1 1 2 0 2 0 3 2 2 4 2 3 1
split_gain=0.591472 1.34481 0.595818 1.43554 1.5636 1.27059 1.26528 2.08043 2.48354 2.20309 2.28362 1.37553 1.5259 1.39864 2.82139 2.65391 2.55473 1.95694 1.95166 2.30007 2.06497 1.69928 2.02574 1.5754 2.87708 1.97871 1.5332 4.63802 1.45601 2.09486
threshold=71.096275259750016 0.11061500000000003 93.972365491700018 0.4149000000000001 67.606656606400023 93.843319501450011 38.238138001450004 94.940210418650011 95.050437202000012 96.631250582750013 73.007768990450018 38.396531328800009 0.12001500000000002 0.092185000000000031 71.830224329350003 0.087475000000000011 72.04530097975001 70.940344688150006 80.677940036650014 -0.59496499999999986 96.870523356300012 0.075080000000000022 105.93331571405001 -0.098985000000000004 0.059500000000000011 -0.0309 39.427119987250002 -0.11051999999999999 0.09721500000000001 81.210254746450019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2 7 -6 -9 -10 -11 -8 13 14 17 21 26 -13 19 -18 -21 23 -23 -16 25 -25 -15 -28 -20 -30
right_child=2 -3 3 -5 6 -7 11 8 9 10 -12 12 -14 16 15 -17 18 -19 28 20 -22 22 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.039081030794440183 0.0016879310808842031 0.035193141267433878 -0.046164117222151635 -0.041196563432194626 -0.034193228010944779 0.019565868727343526 0.026409119007196624 0.040258158033372203 -0.04724151647820321 0.020693486627823759 -0.012672556350078138 -0.0013408019858457678 0.020428321631083081 0.03701276794082297 0.013342538893060555 0.016073992136997298 0.0082284695363091659 -0.029770463464947831 0.020593608212607094 -0.00089666036992969687 -0.04078441778447308 -0.035119793405422817 0.0067207399472345537 -0.0047678667339866821 0.017592225505757599 -0.048043890649742439 0.032581169097817463 -0.041165646267315892 0.020907720878391083 -0.036601748244146824
leaf_weight=1.2961774866562326 243.86538132524583 0.43509560823440541 0.99716713093221088 1.1707202523248259 3.5330432783812311 5.4304084617178878 2.8214511716505504 1.5825452990829969 1.6872340394183982 3.8787698447704306 9.3445861536893045 7.4443319118581694 4.9586176676675668 2.1369762048125294 13.634237871738142 19.930540393863339 2.4410057999193695 5.7225585854612291 2.903509344905614 2.2624646127223951 7.42978978715837 3.636336793890222 2.6902528789360076 24.76308053461252 8.1800010874867422 1.4972035810351538 2.5444217398762703 2.0639782836660743 1.383389972150326 2.1804626422235742
leaf_count=186 1974 2 18 41 44 35 21 7 27 18 457 112 51 6 159 225 12 166 47 16 88 61 73 568 29 61 13 56 4 56
internal_value=0.0009047 -0.0204148 0.00099883 -0.000883798 -0.000550613 0.00207737 -0.000227229 -0.00873646 -0.00328328 -0.00790458 -0.00288539 0.00118548 0.000581359 -0.000290757 0.00189961 0.00466232 -0.00785226 -0.0136968 -0.0148411 -0.0234861 -0.0314734 0.000481503 -0.017328 0.00282522 -0.00133838 -0.00723521 0.0114198 -0.000448044 0.00137746 -0.0142781
internal_weight=393.846 1.73127 392.114 142.819 141.648 249.296 140.651 20.0262 16.4931 14.9106 13.2234 120.625 117.803 112.845 87.4985 74.3317 25.346 13.1669 18.6006 12.1333 9.69225 54.4011 6.32659 48.0745 34.4403 26.2603 6.74538 4.6084 6.46736 3.56385
internal_count=4633 188 4445 2436 2395 2009 2377 553 509 502 475 1824 1803 1752 1454 1176 298 278 223 116 104 951 134 817 658 629 75 69 107 60
is_linear=0
shrinkage=0.0365552


Tree=452
num_leaves=31
num_cat=0
split_feature=1 0 1 3 4 1 2 4 3 3 0 3 4 4 4 3 2 0 0 1 3 1 0 2 3 1 4 4 0 2
split_gain=0.597214 0.601122 2.1834 1.74609 1.68919 1.82191 1.34886 1.04514 1.25844 1.17119 1.1714 0.922376 0.989074 1.43742 0.958515 1.01555 0.854919 0.842616 1.46369 0.976442 2.26681 2.06036 1.88631 1.18054 2.40986 1.56635 1.33669 0.735411 1.77503 2.30476
threshold=90.937096262400004 85.662341410450011 61.928633034850002 -0.17949499999999999 42.686561923500008 61.993156030000002 -0.55354000000000003 35.119813570500007 0.11231500000000003 0.096715000000000009 85.216057360850016 -0.27297999999999994 32.724174661450007 30.518512326550006 36.016191615950007 -0.55393499999999996 -0.10771499999999999 85.121961326250016 85.307464937250003 58.309968391300011 0.08326500000000002 57.027573863050009 73.921844754800006 -0.23353499999999996 -0.23921499999999998 54.884872733100003 48.96897326980001 42.081757894750005 85.799452775150016 -0.064729999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 9 17 10 -1 14 13 16 -3 -16 -13 19 -19 21 -21 22 23 24 -9 -25 -26 28 -14 -30
right_child=-2 11 3 4 5 6 -8 8 -10 -11 -12 12 27 -15 15 -17 -18 18 -20 20 -22 -23 -24 25 26 -27 -28 -29 29 -31
leaf_value=-0.045567092388807157 -0.016058838175177892 0.010280165873303391 0.0061140916149698479 -0.04298991233010007 0.020262443055726834 0.027591129056998242 -0.040439507718644921 -0.048520697784550947 -0.029118863902505454 0.036063623321867265 0.040040314947216146 -0.044043369006689363 0.016861976281917688 -0.06007612552683475 0.0056509222701413564 -0.03632184852488362 0.020983700947226146 0.031257727700107631 -0.002290302564523982 -0.049767496841545661 -0.001945463619409225 0.021130168925922573 -0.041306886152628272 -0.038378534869313953 0.031236587036676963 0.02453540672961799 -0.019881563990503653 -0.00044150860101084094 -0.0013051390541767235 0.0067365641328812542
leaf_weight=0.59203382418490891 2.9075446686329078 1.6424521347507823 3.3682841882109633 4.1197639682795835 1.7337147872895 0.49502499774098385 2.322811148129404 1.6609899991890413 2.0050880759954444 2.3267392665147781 0.35980415344238281 0.40561940579209488 12.621300004422663 0.88553582271561015 1.1485630068928001 2.7149552092887466 0.93698721510008831 3.2603901028633109 4.1241909246891737 1.7866333788260798 6.2167714377865195 5.8547865124419323 1.8102874034084369 0.65516747743823422 1.5783084462163981 3.5905873533338308 1.3112583979964254 116.89300432626624 108.43877239245921 92.434285139897838
leaf_count=67 554 14 34 191 12 3 126 36 19 18 2 34 45 24 13 57 41 13 29 37 55 35 74 112 32 20 23 1318 906 689
internal_value=0.000836278 0.000963115 -0.0029025 -0.0167497 -0.0256309 -0.00991876 -0.0284882 0.00158717 -0.000366385 0.0217595 -0.0132066 0.00152529 0.00177674 -0.0230699 -0.0136646 -0.023844 0.00133815 0.00144374 0.0125216 -0.00190006 -0.012621 0.00331237 -0.00652297 0.000635591 -0.0126053 0.0148271 0.00803965 0.0019443 0.00325059 0.00239535
internal_weight=390.202 387.294 49.1726 12.0396 8.67131 4.55155 2.81784 37.133 33.8545 3.27858 0.951838 338.121 332.616 2.22814 5.50597 3.86352 1.34261 31.8494 7.38458 24.4648 8.0034 16.4614 10.6066 8.79631 4.55056 4.24575 2.88957 330.387 213.494 200.873
internal_count=4633 4079 938 366 332 141 129 572 485 87 69 3141 3057 99 84 70 75 466 42 424 92 332 297 223 91 132 55 2958 1640 1595
is_linear=0
shrinkage=0.0374183


Tree=453
num_leaves=31
num_cat=0
split_feature=0 3 3 3 2 3 3 2 3 0 1 3 2 0 0 0 1 0 3 3 3 0 1 2 4 2 3 1 0 4
split_gain=0.511116 0.798728 0.790688 1.10116 0.662263 1.21139 1.72258 0.80952 0.927434 0.613311 0.700675 0.874253 0.657488 0.572112 1.91411 1.38616 2.0356 1.73512 1.12977 1.21465 2.99743 1.59719 1.54982 2.28029 1.59315 1.5654 4.31539 1.58546 1.46221 2.96108
threshold=113.1679565431 0.078655000000000017 0.078385000000000024 -0.15544999999999998 0.63131000000000015 -0.16179999999999997 0.18642000000000006 0.36215000000000008 0.094595000000000026 118.55293817840001 90.937096262400004 -0.15849499999999997 -0.15617999999999999 85.990333302400003 85.931187223550012 86.135510041400025 62.116825104000007 86.09518316945001 -0.27118499999999995 0.080110000000000028 0.079220000000000027 92.773313165550022 83.602982482550019 0.20852500000000004 44.749265482150008 0.17437500000000003 0.091510000000000022 82.49264927465002 109.30464220965001 44.202975721700007
decision_type=2 2 2 2 2 2 2 2 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 9 7 -6 -7 13 -9 12 -11 -12 -2 14 -1 16 17 -15 -17 20 28 -22 25 24 -24 27 -27 -21 29 -20
right_child=1 -3 -4 -5 5 6 -8 8 -10 10 11 -13 -14 15 -16 18 -18 -19 19 22 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00047535808104352389 0.012570098801626361 -0.031526896653095944 0.035109571796395331 -0.036014920786781715 0.03309963872894077 -0.021853952814960109 0.031091135963182005 -0.040367707436027134 0.0043861652530488493 0.035710157400488995 -0.03213897366896544 0.026246798975610771 -0.039207790892176596 -0.011547372029800124 -0.021975461933604973 -0.013378209592095644 0.028057150072399794 0.014958068756408869 0.0034904080043714277 0.0006668829404131685 0.031248925020463322 0.0088219259457016173 -0.033999268756890196 0.038422731124924892 0.021315634643445963 -0.040029508810716111 0.00046741618205988378 0.022347246583959878 0.018331022745072152 -0.015433084125000805
leaf_weight=80.293499645544216 0.39440547011326998 1.1282112631597554 0.45680978521704663 0.92092675931053136 1.6432718634605405 1.4339109207503491 0.94179901853203762 0.94816422334406414 0.78126777743455023 0.74143919348716714 0.48781766142928984 0.46183803840540338 0.5340312122134504 4.2327369004487974 4.022281711921095 5.0465292356675482 4.3262963369488707 4.9639445766806602 47.297269705566578 180.24985190364532 5.1248719170689565 6.8821349291829392 3.3576883656787682 0.58261089457664628 0.56231061182916153 3.2824367620050898 9.4178334930911642 3.1751506738364688 4.5623161317780605 9.1246911793714371
leaf_count=1099 21 253 2 110 8 31 19 53 11 2 50 4 21 24 42 86 27 20 397 1429 76 55 263 7 5 64 65 27 74 288
internal_value=0.000613235 -0.00892745 -0.00254885 -0.00740776 0.000741162 0.0130224 -0.000865013 0.000610666 -0.0201502 0.00264943 0.0135538 -0.00374471 -0.0172122 0.000706029 -0.00150102 0.00134291 0.0108525 0.00275904 0.000881433 0.00114443 0.00450406 0.0183943 -7.78471e-05 -0.0177203 -0.0260645 0.000327184 -0.00999918 0.00104218 0.00176925 0.000430057
internal_weight=387.378 5.12548 3.99727 3.54046 382.253 4.01898 2.37571 378.234 1.72943 2.61953 1.69109 0.949656 0.928437 376.504 84.3158 292.189 13.523 9.19668 278.666 273.619 72.9913 12.007 200.628 4.50261 3.92 196.125 12.7003 183.425 60.9843 56.422
internal_count=4633 463 210 208 4170 58 50 4112 64 98 56 54 42 4048 1141 2907 71 44 2836 2750 890 131 1860 275 268 1585 129 1456 759 685
is_linear=0
shrinkage=0.0304144


Tree=454
num_leaves=31
num_cat=0
split_feature=0 0 2 2 4 1 4 2 2 2 4 2 3 2 4 3 1 0 1 3 2 3 3 1 3 1 1 4 1 3
split_gain=3.03676 3.95322 2.32788 4.53496 2.81373 2.53007 4.24244 2.55689 2.50383 2.39671 2.26831 2.26749 2.98086 2.74837 2.56045 4.11609 2.34815 2.12051 2.05194 4.82107 3.4902 2.45002 4.01409 4.4538 3.65788 3.65589 3.21055 3.1798 2.74207 2.97328
threshold=93.972365491700018 85.990333302400003 -0.057599999999999998 -0.068964999999999985 38.238138001450004 81.573196594050017 42.498713093000006 -0.043559999999999995 -0.11692 0.20852500000000004 44.279556297950009 0.70681500000000008 -0.10978499999999999 0.22387500000000005 42.081757894750005 0.08376500000000002 81.210254746450019 91.625341543800019 71.830224329350003 0.089505000000000015 -0.10040499999999999 0.072890000000000024 0.083905000000000021 83.602982482550019 0.089850000000000027 87.143681840350013 87.313054702550019 48.109449608500007 80.13218303615001 0.10821500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 8 11 -7 -8 -2 -9 -3 12 -4 14 -14 -16 -15 -12 19 -6 -21 27 25 24 -24 -23 -27 -20 29 -26
right_child=2 10 5 -5 18 6 7 9 -10 -11 17 -13 13 16 15 -17 -18 -19 21 20 -22 22 23 -25 28 26 -28 -29 -30 -31
leaf_value=-5.850700298960474e-05 -0.00045362640834556352 0.00050585907246881545 -0.0017011187157566013 -0.0029876135647742257 -0.0017769239566570942 -0.0024234239823271021 0.0026650377854242485 -0.0017564207376287281 -0.0025725125649134536 0.001088296263177617 -1.8413485073185925e-06 0.0020224592157812812 0.00097909301969249492 -0.0021634686376366384 0.0010942641956316564 -0.0016636614658651239 0.00048097563786363818 -0.0025920243036800291 0.0011089463491364222 0.001500535052753904 -0.0013286072533155594 -0.0019362047474767168 0.0012154333667172314 -0.0024365562868937287 -0.0011033367867905911 0.002449724834447109 -0.0008560600707083417 -0.0017771128800784528 0.0014366092773619218 0.00096089477945218379
leaf_weight=107.31309944670647 7.2855017721303739 193.53470062837005 3.2724055415019384 2.8669227049686006 9.8347656792029756 4.238567080581559 1.6981543600559232 2.9310814987402409 4.176295134238897 2.7161270445212722 5.4822909920476368 3.9827230777591458 30.446141740307212 3.2859057956375173 5.1726167444139701 5.1311059920117259 3.1121076177805662 2.0735092563554645 16.030075240181763 5.5462437644600868 3.3169523160904628 9.4263773225247842 15.950640818104146 2.7793375049950546 12.489667650312191 2.0511365663260213 4.3944754155818373 2.049508652649819 4.0827528573572627 4.5247135926038018
leaf_count=1155 217 937 44 65 225 235 4 137 130 21 56 30 155 40 21 69 21 49 136 34 41 231 69 146 96 8 177 35 20 29
internal_value=0.000149894 0.000279627 -8.16564e-05 -0.000280703 -0.000206038 0.000240517 -0.000685299 0.000317668 -0.00122568 -0.000388203 0.000460074 0.000437649 0.000312464 0.000452222 0.000660944 -0.000279143 -0.000877164 -0.000712655 -7.96616e-05 -0.000725225 0.00044176 8.39455e-05 -0.000142568 0.000227175 0.000427009 -0.00107035 0.000195914 0.000781782 -0.000169085 -0.000554386
internal_weight=481.196 308.404 172.792 106.805 103.938 65.9869 11.5839 7.34536 11.4618 5.64721 201.091 54.403 50.4203 47.1479 40.7499 10.3037 6.39801 7.5558 92.4766 18.698 8.8632 73.7787 55.6991 39.8271 37.0478 15.872 6.44561 18.0796 21.0971 17.0144
internal_count=4633 2197 2436 1659 1594 777 397 162 347 158 1042 380 350 306 245 90 61 105 1247 300 75 947 776 360 214 416 185 171 145 125
is_linear=0
shrinkage=0.00218174


Tree=455
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 4 4 1 4 3 3 3 0 2 2 0 2 2 3 2 1 0 0 0 4 3 4 2 2
split_gain=0.524997 0.984503 1.10306 2.08646 2.18311 3.36685 2.06983 1.18865 2.10865 0.682929 2.12083 2.26749 3.91856 1.90215 2.38248 1.68475 2.22005 1.57006 4.12935 5.12961 3.0861 1.623 2.51125 2.02692 1.67106 1.54322 2.94044 3.15624 3.04346 2.5895
threshold=-0.69416999999999995 -0.63026499999999996 -0.59614999999999996 -0.51760499999999998 -0.58319500000000002 75.629015667650023 49.520520114700005 39.955516828000007 78.290589216800015 42.154118731400011 0.088145000000000015 0.070640000000000022 -0.10696499999999999 104.03526427400001 -0.18437499999999998 -0.16164499999999998 106.56510337475001 -0.08725999999999999 -0.09715 0.096915000000000015 -0.084729999999999986 80.13218303615001 91.109157582800023 86.692020874450009 85.732241321850012 43.663128814500006 0.083395000000000011 48.823707093150006 -0.10290999999999999 -0.088880000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 8 -3 13 11 12 15 -5 -15 -11 -17 18 19 -12 -19 22 23 24 -22 -13 29 28 -28 -27
right_child=1 2 3 9 6 -7 -8 -9 -10 10 17 25 -14 14 -16 16 -18 20 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.020822705831572214 -0.019508596192549705 -0.04621349727877036 0.024942016455748492 0.0024370171593680965 -0.041227355681157214 -0.039030649170807841 0.029775501142378733 0.021182634300552089 0.025251746735983883 0.0062140346697240967 0.011966248221166599 0.0097548485663655447 -0.035148857834853858 0.020465612667889196 -0.035940812674780852 -0.024562343878043045 0.010361910383249979 0.031648494154801893 -0.046939732685011601 -0.049378025961383229 0.0010369252859722953 0.012799277381961958 -0.041268004346762074 0.0044869420131143194 -0.032840769363296281 -0.0049650290712531424 0.007552827496867141 0.022028574741858667 -0.050867669088999083 0.018411595637434428
leaf_weight=1.5183492801152159 2.8531671022064975 0.95460321102291235 2.67546621337533 226.4616717529716 3.9905066535575298 1.5222825158853082 0.55106891691684712 5.8891341161215678 0.99387149029644206 15.207973662880253 6.0757855356205237 37.454322754289024 4.6752096054842687 1.221030678017996 3.1910212277289238 6.1000107435975224 3.3121673362329602 2.6940239500254384 3.9539141869172445 2.1860067626112141 2.7956542400643363 3.9777234552893779 2.815202926285564 9.2435480537824315 4.4511239770799875 12.964331867522564 1.4825896639376872 1.5529766182880846 3.6183285532752048 9.8227761774323881
leaf_count=19 53 17 12 1840 161 75 4 43 25 180 45 309 138 57 452 133 48 9 60 37 43 114 56 46 51 402 10 17 86 91
internal_value=0.000668824 0.000589278 0.000739454 0.000472251 -0.0161104 0.0017428 -0.032612 0.0134899 -0.00976074 0.000869015 -0.00107735 0.00164114 -0.00632645 0.00200193 -0.0203304 -0.000853257 -0.0122724 -0.00792397 -0.0180777 -0.00426498 -0.00314922 -0.00717554 -0.0112912 -0.00617357 -0.0197715 0.00513037 -0.000752815 -0.0208372 -0.0338877 0.00511187
internal_weight=386.206 384.687 381.834 373.997 8.73932 4.19775 4.54158 7.83761 1.94847 365.257 134.384 96.1907 29.2954 230.874 4.41205 24.6202 9.41218 38.193 12.2157 8.26179 25.9773 23.2833 19.3055 16.4903 7.24678 66.8953 29.441 6.65389 5.10092 22.7871
internal_count=4633 4614 4561 4476 252 87 165 85 42 4224 1875 1414 499 2349 509 361 181 461 142 82 319 310 196 140 94 915 606 113 96 493
is_linear=0
shrinkage=0.0343417


Tree=456
num_leaves=31
num_cat=0
split_feature=1 1 0 3 0 1 3 0 1 1 4 0 4 4 3 1 4 4 0 3 1 4 4 0 2 0 3 3 3 2
split_gain=3.56368 4.42358 4.02447 2.23938 2.06284 3.06911 3.91217 2.87154 2.82065 2.85526 2.94246 2.08472 2.04158 2.00928 2.52375 1.87612 2.06312 2.22717 2.52523 2.23139 1.85026 2.66435 2.85521 2.07587 4.95664 2.42657 1.91077 2.25967 3.10619 1.84493
threshold=70.348883899450016 70.74946416085001 85.732241321850012 0.4149000000000001 96.631250582750013 71.053259929650025 0.08376500000000002 97.886760529650019 71.365121072750014 75.806453904250006 43.61821939175001 96.082805124100005 44.701063782750005 36.772607578000013 0.10821500000000002 78.27445846800002 42.081757894750005 39.955516828000007 99.013224486300018 0.091705000000000023 81.339300736700025 44.749265482150008 39.198779702000003 100.69082235970002 -0.016679999999999997 102.32271644485002 -0.20885999999999996 0.086255000000000026 0.086375000000000021 -0.14314999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 4 5 -3 8 29 -7 10 -10 -8 -12 14 -9 16 17 18 -15 -19 23 22 -22 -17 -25 -26 -24 -28 -29 -6
right_child=1 3 -4 -5 7 6 11 13 9 -11 12 -13 -14 15 -16 20 -18 19 -20 -21 21 -23 26 24 25 -27 27 28 -30 -31
leaf_value=-0.00014559579044756872 -0.0023167499352958264 0.00084896369731966338 0.00040273422349535365 -0.0023993634059230212 -0.00035676910827610726 -0.0023753244196833738 -0.0023575755630600467 -0.0022455463078124393 -0.00062970462070829696 -0.0022730191917921432 0.0027331403084759061 -0.00023437691220121044 0.00042965655519797391 0.00075949611454352833 0.00057403995711063352 0.0012836869936237627 -0.0017033583402137236 0.0012364338558577923 -0.0024334496136068345 -0.00079653649079894611 0.00059317095404605685 0.00042901217711098375 0.00051138206371338082 -0.00076397421014343927 -4.2211310526508058e-05 0.0019153676731987832 -0.0023215285137811194 0.0033145727466524595 -0.0011123054891762703 0.00083297476196305125
leaf_weight=73.251052488572896 3.6791705358773461 5.7817679690197137 240.06480685248971 1.6781558371148992 6.8099765703082076 2.0638677505776313 7.3755847578868252 3.7892685367842196 4.8995233625173551 1.7033652418758709 2.9442048333585262 2.6307555548846722 3.5692134029231966 1.5776536464691187 2.0518981936620548 9.7988837771117669 5.0799082871526471 5.4768918529152852 3.0398006364703178 3.858931802213192 5.5467446488328305 17.052809840533882 2.5021004825830451 11.839050986804068 4.394326489418745 6.708708792924881 6.2612756175221858 0.75326191261410702 5.6472854317398742 27.67638210952282
leaf_count=993 91 31 1210 39 43 73 165 288 39 82 8 15 44 13 25 38 95 22 55 27 140 258 41 140 22 31 274 4 207 120
internal_value=0.000145971 -9.64154e-05 0.000274539 -4.61483e-05 -2.15946e-05 -0.000496492 -0.000805352 9.16518e-05 -0.000150125 0.000200013 0.000569109 -0.00179937 0.00147088 -9.14435e-05 -0.00125508 -1.55316e-05 -0.000586021 -0.000179237 -0.00134251 0.000396112 0.000138476 -0.000170401 -0.000663948 0.000494736 0.000157764 0.0011406 -0.00112378 -0.00144691 -0.000591319 0.000598038
internal_weight=479.507 166.191 313.316 162.512 160.833 30.9683 25.1865 129.865 15.1802 13.1163 11.4129 10.0063 6.51342 95.3788 5.84117 89.5376 19.0332 13.9533 4.61745 9.33582 70.5044 37.7635 20.7107 32.741 22.9421 11.103 15.1639 12.6618 6.40055 34.4864
internal_count=4633 2430 2203 2339 2300 457 426 1843 246 173 91 180 52 1680 313 1367 212 117 68 49 1155 924 666 231 193 53 526 485 211 163
is_linear=0
shrinkage=0.00204771


Tree=457
num_leaves=31
num_cat=0
split_feature=1 3 2 1 3 0 4 2 3 2 0 1 1 4 1 4 4 4 3 4 2 2 3 4 4 2 2 3 2 4
split_gain=0.540873 0.892008 1.02153 0.566825 0.562104 0.681167 0.557495 1.93911 1.32002 0.574608 0.596332 1.26713 1.55256 2.20646 1.97501 1.62007 4.24073 1.44049 1.97874 1.95367 3.10285 3.30034 3.19422 3.66899 2.90454 2.14118 1.88722 2.18017 3.6587 1.87626
threshold=89.89935142405001 0.078655000000000017 -0.088880000000000001 89.541786492700012 0.078385000000000024 122.90286343345001 49.292797572200008 -0.15962499999999999 0.079205000000000012 0.70681500000000008 93.972365491700018 71.830224329350003 71.053259929650025 36.558960102350007 70.816675614150014 43.61821939175001 43.663128814500006 40.722669576350008 -0.21029499999999998 40.94178426300001 0.059500000000000011 -0.027754999999999998 0.082535000000000011 47.74983977685001 41.835830569250014 -0.08725999999999999 0.17437500000000003 0.098510000000000028 -0.0309 38.238138001450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 5 -4 9 8 -8 10 -1 12 14 -14 -12 -15 -17 26 -19 -20 21 22 23 -21 25 -24 27 29 -29 -13
right_child=1 -3 4 -5 -6 -7 7 -9 -10 -11 11 17 13 15 -16 16 -18 18 19 20 -22 -23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0018376219026800787 -0.038976128908235687 -0.037995566346119315 0.015383879491081599 0.019511595242756884 0.040167712971225629 -0.039103814626260995 -0.013619925795994385 -0.038960920851279675 0.02380019647682911 0.015926781089948369 -0.0097895024460768355 -0.014974694685650007 0.023493724440896202 -0.043643009673022211 0.01710523636799419 0.064354022425702193 -0.039454874214445566 0.023849072506940915 0.021668509497449393 -0.042055863936269665 0.015493601806576041 -0.045865149217956487 0.0044519873847499074 0.010253026183930125 0.0124688992960021 -0.038229206048566632 -0.027677038401789759 -0.041781322255409918 0.013700100292393165 0.0074785199574674589
leaf_weight=243.02283740020357 0.71843669953523237 1.2811727392836472 1.0417101677739986 2.1793459861073634 0.64972811378538597 0.44061903801048163 2.9015300520695746 2.116458890028297 2.2657694984227419 3.4118521541822693 13.795351076871162 6.4621531611774143 1.2221188209950913 4.3256182847544551 5.0281804688274852 0.78140233457088504 1.6580474358052013 6.2919552754610768 6.0076187308877698 5.0135727080050847 11.809759888797997 2.6389671508222845 3.1667566429823637 2.8318760134279728 15.909085352439432 3.178505793213847 4.2968618492595843 4.2083450842183083 2.5922449933132148 22.5500585839618
leaf_count=2146 154 376 43 29 3 36 35 184 17 46 180 202 13 105 24 2 100 39 35 155 71 42 31 26 110 26 114 98 21 170
internal_value=0.000686059 -0.0125342 -0.00109038 0.000829927 0.0116759 -0.000812466 0.000722072 -0.00934299 0.00278814 0.000920102 0.000780512 -0.00129515 -0.00836397 -0.0219355 -0.00260532 -0.0301423 -0.0062029 0.000659512 0.00442078 0.00200284 -0.000649188 -0.00647233 -0.00301861 -0.0231746 0.00408708 -0.0169281 -0.0046714 -0.00191116 -0.0206329 0.00247731
internal_weight=383.798 4.13167 2.85049 379.666 2.13206 1.48233 377.487 7.28376 5.1673 370.203 366.791 123.768 26.8107 7.98719 18.8235 6.76507 2.43945 96.9578 56.8481 50.5561 44.5485 32.7388 30.0998 7.84545 22.2543 6.34526 40.1097 35.8128 6.80059 29.0122
internal_count=4633 612 236 4021 82 79 3992 236 52 3756 3710 1564 424 220 204 207 102 1140 535 496 461 390 348 181 167 57 605 491 119 372
is_linear=0
shrinkage=0.0367371


Tree=458
num_leaves=31
num_cat=0
split_feature=0 2 0 3 0 1 3 2 3 2 2 1 2 1 1 1 4 2 4 0 4 3 4 1 1 3 2 3 3 4
split_gain=0.531883 1.10086 0.487681 0.644282 0.586179 0.594368 0.709761 0.570029 1.09187 1.19399 0.571691 2.5254 2.26521 3.17718 2.84373 3.2835 3.67191 2.02896 2.85151 2.7217 1.70586 2.19256 2.70416 1.56116 1.48579 1.61124 1.48548 1.66151 2.73268 1.46661
threshold=71.096275259750016 0.11061500000000003 113.1679565431 -0.15544999999999998 118.55293817840001 90.937096262400004 -0.15849499999999997 0.63131000000000015 -0.16179999999999997 0.70691500000000018 -0.0025899999999999999 59.98487780655001 0.048475000000000011 61.944763783650011 61.987779113750001 62.132955852800002 36.772607578000013 0.075080000000000022 38.396531328800009 105.93331571405001 39.955516828000007 0.08759500000000002 40.250747516500006 76.871083323950003 67.923894665750012 0.099855000000000027 -0.017745 0.089705000000000021 0.081775000000000028 34.214889417600013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 -6 -7 10 -9 -10 26 -12 14 -14 -13 -16 -17 -15 24 20 -20 22 -22 -23 -19 29 -2 28 -28 -26
right_child=2 -3 3 -5 5 6 -8 8 9 -11 11 12 13 17 15 16 -18 18 19 -21 21 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.042140101094419256 0.00092142083209801663 0.034766878141972678 -0.023846054403843985 -0.027830743260156155 0.045323313845107106 -0.041456579257234866 0.030828472629490674 0.042644971093899545 0.029153320361525271 -0.029342225023505322 -0.046222858482130265 -0.062214909078390362 0.031997619441793697 0.011184552453800276 0.0242523763897411 0.040855730823538612 -0.042631488603513436 0.025799915890325067 -0.039646522599666265 0.031851908367109251 0.017664506579890441 -0.013595274875448751 -0.04520985087999297 0.019012208055575151 0.0091044021935076432 0.018354738942950762 0.026245937255457503 0.028174021995252124 -0.030001416112938818 -0.040949205806787771
leaf_weight=1.1432772293919686 291.91839698213153 0.3901371732354163 0.86585062055382911 2.1485917131794841 0.65376713871955849 0.4188691313029268 0.43043725611641992 1.4799816906452181 1.0464394526788958 1.1388056874275205 2.0081364272627971 1.8741931337863196 5.019633885473012 14.823505161097271 3.0688500599935633 1.013583766762167 4.3855929543497041 4.9685962572693807 4.713895224966115 1.8052898758323852 1.3803242780268181 5.8301486619748157 4.7404648715164512 3.7840051939710975 1.5727842858759689 3.1391478690784425 2.7588085550814849 6.7166262995451689 2.6431548977270722 2.1869533642893657
leaf_count=186 3085 2 42 365 2 50 4 8 28 21 65 19 25 114 15 7 89 23 66 25 15 61 102 23 38 23 18 41 28 43
internal_value=0.000662508 -0.0225731 0.000756634 -0.0121545 0.00206364 0.016989 -0.00482177 0.000912579 0.0164262 -0.0013307 0.000759047 -0.00256666 -0.0012034 0.00204472 -0.0181518 -0.00839945 -0.0269585 -0.00102714 -0.00633229 -0.0146778 -0.0187856 -0.012536 -0.0310308 -0.000761396 0.0093173 -0.00255353 0.00148444 0.0150466 -0.00127562 -0.0200106
internal_weight=380.068 1.53341 378.535 4.51752 2.36892 1.50307 0.849306 374.017 3.66523 2.18525 370.352 66.3151 64.307 53.9647 10.3422 8.46803 5.39918 48.9451 34.1216 22.2541 20.4488 15.7349 6.12079 9.61415 11.8675 6.89889 304.037 12.1186 5.40196 3.75974
internal_count=4633 188 4445 463 98 56 54 3982 57 49 3925 753 688 558 130 111 96 533 419 292 267 201 117 84 127 104 3172 87 46 81
is_linear=0
shrinkage=0.0395325


Tree=459
num_leaves=31
num_cat=0
split_feature=1 0 0 3 3 3 3 1 0 0 3 3 1 3 2 1 4 0 3 3 0 0 4 0 4 2 4 3 3 3
split_gain=3.84676 4.03703 3.51136 4.37931 3.89762 3.1182 2.79973 2.60391 2.83836 2.07531 2.86398 3.05366 2.10506 2.55362 2.24874 2.05286 2.82883 2.45435 3.86646 2.39564 2.28237 4.98044 2.06054 1.93388 1.86784 1.86652 2.45064 3.51016 1.85309 1.80417
threshold=70.182199495350019 85.705356740550016 95.44832900530001 -0.089139999999999997 0.090465000000000031 -0.25843999999999995 0.4149000000000001 71.104340634100012 94.625660817400004 98.230883170350012 0.094595000000000026 0.09803000000000002 77.621163142300006 0.087700000000000014 -0.087660000000000002 61.917879202350001 40.408647214050006 85.619326080400015 -0.17949499999999999 0.091510000000000022 85.431134011250023 85.121961326250016 43.968221017800005 97.32487278035002 41.087689990200012 -0.054875 43.61821939175001 0.088755000000000014 0.078770000000000021 -0.13578999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 -2 -5 -4 9 8 24 10 23 -12 13 -11 -15 20 -17 18 -18 -19 21 -1 -20 25 -6 26 27 -7 -27 -3
right_child=2 29 5 4 7 6 -8 -9 -10 12 11 -13 -14 14 -16 16 17 19 22 -21 -22 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-8.8955453309683808e-05 0.00053937222907423493 -0.00011046039957199253 -0.0018768033529967564 -0.0021245457482886357 -0.0026149864431546598 -0.0020499667744807229 -0.0023128371676201629 -0.0021125727272141531 0.0014702070220507161 -0.0021598556366397219 -0.0023895639160971117 5.8526340637794625e-05 5.0083297830279747e-05 0.0003793073239474032 -0.001306669830837724 -0.0023635566119085587 0.00085350725904086969 -0.00049721687914231643 -0.002172921555537612 0.0014566580670239346 -0.0018580114484344173 0.0017115973045967732 -0.00013161297102831125 0.0011675515929047045 0.00039361854528677362 -0.00017502316743331052 0.00093571959499546642 0.00068398906683114617 0.0011747187489049335 0.00044143172617128716
leaf_weight=34.971393450861797 6.973969976417723 24.344736568629742 3.1239120068494222 9.2595173660665768 1.4867452159523948 4.3437685593962652 1.808636778325307 2.2651553624309599 3.4665228798985481 3.5433958033099762 2.4299973957240573 8.3629882708191854 75.408780950237997 7.2054145205765954 4.9193999655544749 2.9253020519390729 3.3154356814920929 5.0961722377687675 6.2896276125684363 4.2551696710288525 2.084011059254407 6.7770901173353186 2.5756808556616306 15.156232275068758 1.5654892418533561 5.6757930126041236 3.8814736474305391 2.8900320194661617 11.129367295652626 217.00715170800686
leaf_count=521 63 150 103 303 18 36 37 59 14 89 30 62 1372 41 57 83 18 39 189 15 14 23 71 57 22 28 21 13 38 1047
internal_value=0.000140278 0.000269006 -8.76261e-05 -0.00075432 -0.00125434 2.36564e-05 6.41106e-05 -0.000337027 0.000279945 9.37701e-05 0.000392858 -0.000492651 -8.31326e-05 -0.000724281 -0.000304744 -0.00014364 -0.000589834 -0.00034886 -0.000917523 0.000391861 0.000105325 0.000203331 -0.00157985 0.000614725 -0.00107187 0.000314631 -0.000296516 -0.000957703 0.000718855 0.000385763
internal_weight=484.538 309.642 174.897 25.0174 18.0434 149.879 146.755 8.78391 6.51876 144.947 53.8697 10.793 91.077 15.6682 12.1248 68.2899 24.4574 21.5321 12.1807 9.35134 43.8325 41.7485 8.86531 43.0767 3.05223 27.9204 11.1153 7.2338 16.8052 241.352
internal_count=4633 2170 2463 479 416 1984 1881 113 54 1844 285 92 1559 187 98 973 415 332 278 54 558 544 260 193 40 136 70 49 66 1197
is_linear=0
shrinkage=0.00192234


Tree=460
num_leaves=31
num_cat=0
split_feature=1 0 3 3 0 0 2 2 3 0 1 1 0 3 1 4 4 1 4 1 4 2 0 2 1 3 1 4 4 4
split_gain=3.47239 3.86757 3.49516 3.60055 2.52967 2.5785 3.14352 4.57904 3.10627 2.48496 2.44966 2.40497 2.78512 2.28938 2.24602 2.37012 2.71175 2.2938 2.24466 2.09061 4.21061 2.8948 2.8817 2.67688 2.35503 2.90834 2.19995 1.97964 1.91815 1.83877
threshold=70.182199495350019 95.44832900530001 -0.089139999999999997 0.090465000000000031 97.789976036950009 97.491557184450016 -0.076544999999999988 -0.095854999999999996 0.077805000000000027 85.732241321850012 75.085947125300024 71.104340634100012 94.625660817400004 0.091290000000000024 78.196493182200015 42.081757894750005 40.806664626150003 73.448676123850007 44.578137159850009 81.339300736700025 44.749265482150008 -0.18437499999999998 102.75018128760001 -0.078504999999999991 83.602982482550019 -0.15544999999999998 80.677940036650014 40.806664626150003 40.00488309970001 41.087689990200012
decision_type=2 2 2 2 2 2 2 2 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 10 -8 -1 -3 12 29 -7 15 16 17 -6 -11 22 21 24 -16 26 -21 -26 -24 28 -25 -5
right_child=1 4 3 11 14 13 8 -9 -10 18 -12 -13 -14 -15 19 -17 -18 -19 -20 20 -22 -23 23 27 25 -27 -28 -29 -30 -31
leaf_value=-8.4141964872684551e-05 0.00047264976709872174 0.0012370875701416635 -0.0027325499950004075 -0.0034045263719950322 0.0014829011871836143 0.002366840056893145 -0.0008778300705522058 -0.0027636985732419701 0.0012952500283954908 0.00049608136936752365 -0.0013344771706241224 -0.0027069855046919443 0.0018320033630680574 7.1949569969965659e-05 0.00089798381721454081 -0.0022751696924645588 0.00061582210716869831 -0.001717759813993864 -0.00086359702333960371 0.0018919450599522165 0.00060624440650479015 -0.0016052482732997698 -0.0030215054720635374 -0.0026607651173939182 0.0018411413766697303 -0.002793441126254534 0.00094880528399179367 0.0024820700768064838 0.0013602791246273953 0.00057009816229494669
leaf_weight=69.118606021860614 6.6777494093403247 5.8210176769643969 8.7679513052571583 1.4661443624645456 1.5946567244827807 7.1932441685348731 5.2840311368927386 4.5522415228188065 16.38274409994483 217.74428759515285 3.667640483006835 2.164329172577709 3.3513739667832851 4.171614620834589 25.216109704226255 5.4226119653321794 8.4478857479989511 9.2433166205883008 7.6333145713433614 3.1047368217259637 15.851406939094884 16.268910145969134 3.4612544737756235 1.4952825689688327 1.3161087322514506 2.1924669442814775 1.1226225532591341 1.9691083058714864 1.3907806277275083 1.3653544392436741
leaf_count=993 63 28 303 18 7 22 29 47 61 1090 30 59 14 33 127 105 40 138 87 25 258 697 85 43 30 157 10 6 6 22
internal_value=0.000163075 -0.000118561 -0.00103959 -0.00162961 3.23928e-05 0.000502042 0.000176628 -0.000731741 0.000765285 0.00032466 0.000243104 -0.000471082 0.000311601 0.00152447 -0.000192971 -0.000835667 -0.000430921 -0.00124683 0.00045003 2.34112e-05 -0.000370046 -0.00104636 0.000463173 -0.00069841 0.00032852 -0.00105495 -0.00204915 0.000576853 -0.000723042 -0.00148795
internal_weight=463.459 168.963 23.7929 17.1152 145.17 47.0725 35.7077 14.0409 21.6668 294.496 9.48866 8.3472 6.18287 11.3649 98.0973 24.7085 19.2859 10.838 225.378 73.3888 38.7336 22.8822 34.6552 9.43905 6.61331 3.50858 4.58388 4.85517 2.88606 2.8315
internal_count=4633 2463 479 416 1984 250 195 105 90 2170 58 113 54 55 1734 290 185 145 1177 1444 1167 909 277 150 212 187 95 55 49 40
is_linear=0
shrinkage=0.00246454


Tree=461
num_leaves=31
num_cat=0
split_feature=0 0 3 0 4 3 1 1 0 4 1 4 2 2 2 0 1 2 4 1 0 1 1 2 4 1 4 1 3 0
split_gain=0.506024 1.60399 1.8309 1.71042 5.77353 2.02543 1.56426 1.45078 1.89158 3.65413 2.88253 1.5109 1.33759 5.14135 5.15763 2.8599 3.7582 2.25495 4.012 2.74385 2.00463 1.91202 1.94831 1.69881 1.95484 1.24664 3.8886 2.84008 2.17283 2.00264
threshold=85.732241321850012 85.823648898300021 0.098085000000000019 85.990333302400003 40.518963363600001 0.10602000000000002 61.821094709650005 64.369753017350021 88.350799540950007 42.055256506450007 62.678712853250012 43.182896969600009 -0.06828999999999999 -0.077085000000000001 -0.078549999999999995 86.345209775600011 62.020040611300011 -0.083330000000000001 43.157831852650006 62.00390986255001 86.624809421150005 62.041548276350007 62.186725015400008 -0.016014999999999998 42.283941020600004 66.235542959850008 38.621016321050007 66.859265246100009 0.093325000000000033 91.886121982450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 -3 -6 -5 8 10 -10 12 -11 13 14 17 16 -14 19 20 -8 -19 -21 -23 24 -17 26 28 -27 -9 -29
right_child=1 3 -4 6 5 -7 7 25 9 11 -12 -13 15 -15 -16 23 -18 18 -20 21 -22 22 -24 -25 -26 27 -28 29 -30 -31
leaf_value=-0.0023431998159425585 0.023543784555594215 0.010796759863085398 -0.0031784593880194185 -0.040994290896164812 -0.044373077362337893 -0.0028876094047023126 -0.017559415714218568 -0.01367110907161144 0.034232036314521035 -0.014113733133805661 -0.025058337744376546 0.016333573440110952 0.012634462478002654 -0.034942094407164094 0.03563258184149224 0.032965855673445559 -0.030221580665473258 -0.01197288989400682 0.01434937925146383 0.024691589449748731 -0.049955641306371763 -0.0043713360184569417 0.019504203116052124 0.0027839187796756498 0.0055627427938707372 0.018897655574326377 -0.033435104301342333 -0.016413388148619878 0.015989002776516315 0.0003422561389477842
leaf_weight=58.177583237411454 7.779722258448599 7.1437110714614374 4.9877405799925327 1.037159889936446 5.1397581491619349 1.9146337173879144 5.4295145198702768 5.58511980623007 6.96214886382222 4.1990591958165169 4.1985028162598601 3.5780788436532021 5.8148967139422911 4.3669424504041663 5.4396903514862123 9.4247100502252596 4.161189578473568 3.4489819929003698 3.7851535826921463 7.0170410126447704 3.152524970471859 12.21231868863106 6.0624957531690589 6.5772394984960547 4.5877766311168662 9.3993832282721979 5.395869977772235 8.9314204786205647 6.1530764400959015 158.57655777607579
leaf_count=1000 29 29 25 9 58 14 27 32 50 23 28 18 26 35 77 41 31 17 13 27 30 52 29 38 17 50 63 133 26 2586
internal_value=0.000612171 0.00114537 0.0131045 0.000652344 -0.0110203 -0.0331135 0.00121319 0.00136186 0.00472117 0.0161139 0.00276129 -0.000105641 0.00419477 0.000776924 0.00412796 0.00988801 -0.0052415 -4.0948e-05 -0.0139088 0.00464767 -0.0301114 0.00941496 0.00354915 0.0172185 0.0239939 -0.000376618 -0.00924385 0.000482203 0.0018765 -0.000551144
internal_weight=380.64 322.462 12.7675 309.695 14.1981 7.05439 295.497 294.46 100.418 14.7393 85.679 7.77714 81.4805 50.9147 46.5477 30.5658 9.97609 41.108 10.3867 30.7214 6.60151 25.2919 18.2748 20.5897 14.0125 194.041 17.1341 176.907 11.7382 167.508
internal_count=4633 3633 54 3579 101 72 3478 3469 579 91 488 41 460 307 272 153 57 195 60 135 47 108 81 96 58 2890 121 2769 58 2719
is_linear=0
shrinkage=0.0344288


Tree=462
num_leaves=31
num_cat=0
split_feature=4 0 0 4 0 3 3 2 3 4 2 3 2 2 2 2 3 2 3 0 1 2 3 3 4 1 1 0 3 1
split_gain=0.490909 0.848526 1.43581 0.516175 1.83428 1.72233 1.10538 2.71991 1.7864 1.46678 1.33819 4.09737 3.61299 3.5275 2.64903 2.56559 3.50598 4.404 3.86893 1.97338 1.71652 1.92934 1.35606 3.13464 1.82118 1.60448 2.54656 1.45333 1.28777 3.14778
threshold=31.914316944300001 93.501885318850015 94.109476856350014 42.154118731400011 104.03526427400001 -0.225495 0.088145000000000015 -0.24150999999999997 0.087245000000000031 43.521589032450009 -0.11534 0.08574500000000003 -0.089569999999999997 -0.095854999999999996 -0.098419999999999994 -0.084729999999999986 0.083395000000000011 -0.082654999999999992 0.070640000000000022 106.56510337475001 62.229740345500012 -0.031989999999999998 -0.15544999999999998 -1.0000000180025095e-35 46.095286511800005 67.254468591300011 87.143681840350013 86.420486603250012 0.074735000000000024 87.313054702550019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 7 -5 10 -8 11 22 13 14 -12 -14 18 -18 19 -17 -20 -22 24 -24 -9 -25 -27 -26 -28 -30
right_child=3 2 -4 6 5 -7 9 8 -10 -11 12 -13 15 -15 -16 16 17 -19 20 -21 21 -23 23 25 27 26 28 -29 29 -31
leaf_value=-0.045616912067059277 0.002392521622297937 0.04417768243288836 -0.044162325206594896 -0.044931167015730467 0.01137916673757957 -0.042500736027103983 -0.011225646385715339 0.032229155980660749 0.021137886016272426 0.0058218980200261403 -0.034799426333416615 0.045434677916466229 0.020714715790370705 -0.058789169504359903 0.020685044087013132 -0.031423663066936586 0.0087522122565430217 -0.053595062690402977 0.030895553321760371 0.015682073731460279 -0.032196276537216621 0.014209649370353525 -0.047298777859642961 0.018064921753347379 0.010060794427057547 -0.026783550627951302 0.043650262118901821 -0.02699544715508263 0.043943168948677891 -0.042771673412550559
leaf_weight=1.0125102251768106 234.29531505890191 0.67027336359024026 0.54640654384274967 2.0430033885058938 1.4704797335434703 2.8558252636430543 30.818685844249558 4.541178500745441 7.5262810206040731 11.279830105369909 2.8089425034122542 3.9324764208868137 8.8130546323955041 3.4804100008914229 2.822451442014426 5.7250448324484813 3.163700720993802 4.476325071998871 6.793355105444788 1.9508437616750596 1.910483581945299 6.2972402893938115 2.5348299606703213 5.8030971810221734 7.1074399901553971 5.5787265900289622 1.5805341722443698 2.2893935658503324 1.2880912870168688 1.4625791090074924
leaf_count=81 1885 3 138 198 69 433 325 29 64 186 33 21 43 50 25 149 14 101 82 30 27 67 58 37 43 259 10 54 6 113
internal_value=0.000664437 -0.0182609 0.0045045 0.000777044 0.00191062 -0.0241873 -0.00121148 0.00122958 0.00225592 -0.00665795 0.000571347 0.00645902 -0.00383671 -0.026776 -0.00699064 0.00150491 -0.00407931 -0.0277773 0.00390471 -0.0194516 0.0158559 0.0034079 0.00169696 -0.00555919 0.0111968 0.00117425 -0.00871666 0.00103261 0.0145541 -0.00216462
internal_weight=376.879 2.22919 1.21668 374.65 238.622 4.3263 136.028 93.9295 91.8865 42.0985 84.3602 36.1183 48.2419 9.1118 5.63139 39.13 30.317 7.64003 22.677 7.67589 15.0011 8.20772 32.1859 18.2479 13.938 15.713 9.90993 9.39683 4.3312 2.75067
internal_count=4633 222 141 4411 2387 502 2024 1513 1315 511 1251 630 621 108 58 513 470 115 355 179 176 94 609 483 126 425 388 97 129 119
is_linear=0
shrinkage=0.0404487


Tree=463
num_leaves=31
num_cat=0
split_feature=1 0 0 3 3 4 0 4 2 2 0 0 2 1 1 4 3 3 4 3 3 2 4 3 1 4 4 3 1 4
split_gain=3.73063 3.26554 3.06641 3.76768 3.04639 2.21618 4.38017 3.17655 4.13286 2.6646 2.33394 3.17102 2.97755 3.205 2.7409 2.45172 2.22247 3.69643 2.21214 2.16573 6.76466 5.08795 3.64399 2.75532 2.33322 2.27149 2.14539 2.12014 2.07508 2.4799
threshold=70.182199495350019 85.990333302400003 95.44832900530001 -0.089139999999999997 0.090465000000000031 41.873095646600007 85.823648898300021 41.257948413050009 0.17437500000000003 -0.082654999999999992 85.799452775150016 85.431134011250023 -0.087660000000000002 62.186725015400008 61.076391807500009 48.393869453650005 0.10787500000000003 0.10385500000000002 44.279556297950009 0.08759500000000002 0.092895000000000019 -0.016014999999999998 41.559097512700014 0.11071500000000002 62.084563606450011 38.238138001450004 41.319407281650008 0.4149000000000001 62.036171360100006 43.847983878700006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 7 9 8 16 10 11 14 13 -13 15 -7 17 -1 19 -3 21 26 23 -22 -25 -26 -21 -4 29 -11
right_child=2 18 27 4 -6 6 -8 -9 -10 28 -12 12 -14 -15 -16 -17 -18 -19 -20 20 22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00046654795371041716 0.00060317895600972636 0.00083129147923428329 4.2388444872777446e-05 -0.0026265734445280924 -0.00054625714003686575 -0.0027847028248461146 -0.0031069089978200243 0.0012507920976998594 0.0017972046747633641 -0.0030980077766427842 0.0022815192386667748 -0.0031031462826197963 0.00087260852344428247 0.00039974238026607175 0.0014759627340643841 0.00018805906561972867 0.00077082923735095411 -0.0040244617987790247 -0.00075079027596008365 0.00049564477834097571 0.0014730719398024709 -0.0028543664693232614 -0.00010975094515298612 0.0014937166495518092 0.00073997516857404993 -0.0014689283838209199 -0.00092433482773670705 -0.0027887710653709545 8.1682056826812714e-05 0.00055059159626291254
leaf_weight=23.716148669365797 6.4626297149807241 88.906469067558646 136.98420863802312 7.8355868281796601 8.2762178780976665 1.8927340877708108 3.2037592791020861 14.752271224744616 5.8606221619993439 4.3990647499449533 2.6157252788543692 4.8509793523699045 2.8540741559118015 2.1578651443123817 8.7577072260901314 9.7976981587707979 7.4070896767079821 1.7960878610610951 7.6633117701858273 12.458717621862894 33.001608368009329 4.9621761180460444 21.237379379570484 5.8156611546874073 5.2060793042182905 5.4469065591692924 11.889745295047758 1.5292902720975678 3.6749080056324601 1.4054670424666253
leaf_count=397 63 462 1947 303 113 81 38 72 28 123 7 66 14 10 105 70 38 12 88 56 133 44 103 21 19 30 66 37 48 39
internal_value=0.00017073 0.000330215 -0.000122057 -0.000939273 -0.00155797 -2.36151e-05 -0.000410932 0.000306383 -5.28796e-05 -0.000207253 0.00011436 -7.26575e-05 -0.00118628 -0.00202469 0.000464487 -0.000293245 -0.00038225 -0.000717029 0.000508657 0.000559744 0.000318364 -0.000647508 0.00071875 0.00107442 0.000275566 -0.000389444 -0.000197754 1.11304e-05 -0.00132437 -0.00221456
internal_weight=456.818 295.73 161.088 22.5744 16.1118 99.1422 45.61 53.5322 38.7799 42.4062 32.9268 30.3111 9.86292 7.00884 20.4481 11.6904 32.9193 25.5122 196.588 188.925 100.018 29.3106 70.7076 49.4703 16.4686 10.653 24.3485 138.513 9.47944 5.80453
internal_count=4633 2170 2463 479 416 1148 601 547 475 563 353 346 90 76 256 151 447 409 1022 934 472 166 306 203 70 49 122 1984 210 162
is_linear=0
shrinkage=0.0023912


Tree=464
num_leaves=31
num_cat=0
split_feature=0 2 1 3 0 4 0 0 0 0 4 3 1 4 4 1 1 0 0 4 3 2 2 2 3 2 4 3 4 3
split_gain=0.498508 0.941202 0.532588 1.42394 1.31505 2.97807 2.47773 2.08444 0.979166 2.47202 1.52462 1.31554 1.12608 4.1215 1.88769 1.71616 2.82333 2.54806 3.93691 4.76508 1.85259 3.87171 2.29413 3.12098 1.65482 1.41789 1.23128 1.03981 3.15295 1.57204
threshold=71.096275259750016 0.11061500000000003 70.128430332750014 0.4149000000000001 94.625660817400004 39.065416244600009 94.165934477050016 91.886121982450007 87.261973998100004 86.904409066750006 44.131787411600008 0.080545000000000019 64.630533455950015 41.529896397300007 43.157831852650006 68.20618276945001 67.254468591300011 91.437149474700007 90.321439350550008 38.474425342400004 -0.10696499999999999 -1.0000000180025095e-35 -0.059424999999999999 -0.117885 0.089345000000000022 -0.072755 38.238138001450004 0.11636500000000001 41.444941515100005 0.42293500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 7 -7 9 27 12 -12 13 -10 24 16 17 18 19 25 -17 22 23 -22 -15 -14 -19 -2 29 -29
right_child=2 -3 3 -5 -6 6 -8 -9 10 -11 11 -13 15 14 -16 20 -18 26 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0389735473401936 0.0018320249190492972 0.029635432116993227 -0.038998166860125846 -0.04139611926947704 0.00026419252390864635 -0.03852549118214342 -0.030397122703180558 0.027582150342277231 0.02693505223870649 -0.023099590334562724 -0.041827810452610401 -0.0019750503331857762 -0.0040860066741741641 0.0069659326084856093 0.016689504371542478 0.029437701344682526 -0.034056320907617108 -0.0014503096475038024 0.024074825941237953 -0.041102726644688566 0.021582184899716906 -0.028596942986765798 0.032511071684597118 -0.019774548369591957 -0.019560920729356408 0.023922349065662249 -0.045256474467166158 -0.010017712539679303 -0.040650435989642721 0.019838456556509891
leaf_weight=1.0388045223662619 130.35235405678395 0.3624291494488715 3.8402216003742051 1.1737920295709035 119.39332625029783 0.7684690998867153 2.2335212301695719 3.8619484564987943 13.260172683745621 6.0427752342075101 1.6421371749602247 3.4545841421931982 6.578109778463844 5.6921235918998736 6.3478442411869755 5.1436728388071087 3.5165588483214369 1.4303285032510751 9.1326773129403573 3.9312373995780936 5.3154293522238758 3.7727516368031475 5.2429913282394418 4.5517549961805335 7.1042298004031181 3.8505321368575149 2.1707421317696571 6.3676166795194131 3.197984790429472 3.7746707871556282
leaf_count=186 1221 2 52 43 2189 55 85 60 95 41 44 37 34 27 31 19 29 9 45 32 20 30 18 27 47 18 42 40 41 14
internal_value=0.000595934 -0.0212278 0.000677887 -0.00120199 -0.000839341 -0.0131481 0.00131449 0.0166109 0.00169815 -0.000131443 0.00467146 -0.0148154 0.00581252 0.0112266 0.000346217 0.00260148 -0.00315441 0.00085644 0.00525778 -0.0067096 0.00993456 0.00462194 0.0129161 0.00250423 -0.00776114 0.00625542 -0.0278569 0.000834448 -0.00891322 0.0010939
internal_weight=374.546 1.40123 373.145 131.271 130.097 10.7042 6.86394 4.63042 241.873 149.735 92.1379 5.09672 87.0412 32.4044 19.1442 54.6368 30.6102 27.0936 23.4926 14.3599 24.0266 18.8829 15.1102 9.86718 12.7964 10.4286 3.60107 143.693 13.3403 10.1423
internal_count=4633 188 4445 2484 2441 252 200 115 1961 1357 604 81 523 200 105 323 209 180 129 84 114 95 65 47 74 52 51 1316 95 54
is_linear=0
shrinkage=0.0366575


Tree=465
num_leaves=31
num_cat=0
split_feature=2 3 4 1 1 4 0 0 4 1 1 2 2 1 1 4 3 3 4 0 1 0 4 0 0 1 2 2 3 3
split_gain=0.472781 2.23259 1.43812 3.25168 2.33584 2.25876 1.88896 1.69012 1.02344 1.01705 1.07275 0.994988 1.80055 1.4861 1.42934 2.62005 1.54436 1.34838 1.33469 1.20812 1.60476 2.81866 1.13934 3.21932 2.37047 2.04624 1.97751 2.47144 2.26753 1.99632
threshold=-0.23557500000000001 0.091705000000000023 38.804629908750009 62.020040611300011 57.492677119650004 45.458122212500008 81.90387694410002 98.51854819030001 43.521589032450009 73.448676123850007 63.565904036300005 -0.16164499999999998 -0.22386500000000001 69.873026810350026 66.52858489605002 48.109449608500007 0.08376500000000002 0.076615000000000016 43.022303514600004 75.994645973400011 58.309968391300011 81.90387694410002 39.427119987250002 89.576736448400013 102.21786657775002 61.821094709650005 -0.074029999999999999 -0.095074999999999993 0.091885000000000022 0.092185000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 9 -3 10 -5 12 14 -14 15 16 -2 -15 -19 -13 -21 -22 23 -23 26 -24 27 28 -25 -29
right_child=11 8 3 5 -6 6 -8 -9 -10 -11 -12 19 13 17 -16 -17 -18 18 -20 20 21 22 25 24 -26 -27 -28 29 -30 -31
leaf_value=0.039321622842035796 -0.038439895351597003 0.0014681308040684021 -0.038944767365875647 0.025162431203463256 -0.044228938921691031 0.039691945749672032 -0.036144600108893477 -0.022235096220974172 0.023021815387933117 0.031387239490863021 -0.0077363310011357373 -0.024440190055640586 0.029637179181442281 0.017748188281151264 0.015840125108978347 0.0038318822479969572 0.028164212536968065 0.012064059904079461 -0.043979483492780906 0.021919782077012243 -0.039092371516786809 0.015329099953614188 -0.023519602207093683 -0.015439498826655008 -0.035460287203138319 -0.00019985005385015253 0.0061219076336502939 -0.0073121923625688607 0.014725743648981712 -0.044173735406885552
leaf_weight=0.42188629414886536 2.9928375629242576 17.653062325436625 2.8334064806695087 1.8230714350938777 2.5673286978417309 0.41661733388900701 2.4310087110497989 1.5671531120897269 2.7583562629297367 2.7090043621137738 2.6096237492747605 2.1146738666575393 5.4007343123666924 3.1876189524773508 4.6379568243864915 8.8820369970053417 0.43131187744438637 0.86971291509689741 0.97716164216399193 3.7474047541618338 1.9589268160052586 20.023979175835848 4.1504047205671659 4.7313879281282443 1.9894046242843604 223.08461530815111 31.381516836583614 3.5322986952960482 6.2803371627815068 2.8947870815172791
leaf_count=2 172 188 120 6 132 1 146 90 23 12 38 189 37 30 40 75 6 24 28 22 58 112 31 44 287 2389 219 30 36 46
internal_value=0.000488696 -0.00299951 -0.0116676 -0.00735318 -0.0324369 0.00039241 -0.0250495 0.00871141 0.00438085 0.0155022 0.00579422 0.000884236 0.00689417 0.0176474 0.000271712 -0.00559571 -0.0300503 0.00478532 -0.017588 0.000346302 0.000518849 0.000251547 0.000510118 0.00415409 -0.000249955 -0.000625781 0.00118485 -0.00769949 0.0017647 -0.0239148
internal_weight=371.06 37.7905 17.3791 14.3899 2.98921 11.5565 2.84763 8.70885 20.4114 7.1417 4.4327 333.269 27.3794 10.4352 16.9441 12.3062 3.42415 5.03449 1.84687 305.89 303.775 300.028 298.069 70.8337 50.8097 227.235 48.8203 17.4388 11.0117 6.42709
internal_count=4633 758 547 413 134 293 147 146 211 56 44 3875 412 119 293 253 178 82 52 3463 3274 3252 3194 774 662 2420 375 156 80 76
is_linear=0
shrinkage=0.032907


Tree=466
num_leaves=31
num_cat=0
split_feature=1 3 3 2 2 2 3 3 2 1 1 2 2 3 3 3 2 2 2 3 0 3 0 1 3 4 4 4 2 3
split_gain=0.448542 0.787402 0.896707 0.982881 1.1796 0.464221 0.572062 0.854033 0.518945 0.622175 0.862815 0.567427 0.750816 0.559844 0.496709 1.36284 1.18597 2.63869 1.28001 1.90857 1.14362 1.22164 0.817101 1.54904 3.3436 2.17244 1.53148 2.9279 2.86679 2.13722
threshold=89.89935142405001 0.078655000000000017 0.078385000000000024 -0.045684999999999996 -0.022394999999999998 0.70681500000000008 -0.16179999999999997 0.093745000000000023 0.36215000000000008 63.565904036300005 65.036490633650018 0.28423000000000004 0.27394500000000005 -0.13578999999999999 -0.25587999999999994 -0.25420999999999999 -0.07490999999999999 -0.13006999999999999 -0.047144999999999999 -0.27297999999999994 71.249517373150013 -0.27511499999999994 85.705356740550016 61.993156030000002 0.10336500000000003 44.749265482150008 37.572218886150004 41.529896397300007 -0.092084999999999986 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 8 -7 -8 11 -10 -11 12 14 -12 16 -16 17 20 -18 -20 -1 -22 23 26 25 -25 -17 28 -28 -29
right_child=1 -3 -4 4 -6 6 7 -9 9 10 13 -13 -14 -15 15 22 18 -19 19 -21 21 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=-0.037795694808068957 -0.035591085081715094 -0.032545991537028411 0.031721992358062577 0.035581372475898515 -0.033114092123103539 0.02953734239395402 -0.018045150202917613 0.023258601543064278 -0.042712110755276846 0.03416945098062011 0.012717283191880101 0.016985183969439203 -0.017601462808027598 -0.038543075409412368 0.023704649158584324 0.015768274476389288 0.02672407692348475 -0.043239586097693156 -0.038271723329602214 0.01165201129394965 0.0086271573506234035 -0.019994551735559717 0.0012171901139881689 -0.036008796955731406 0.014833337758599499 0.011884286265805727 -0.040310966465281775 -0.012808456303440345 -0.0044896845794418303 0.010395020196542773
leaf_weight=0.85847489326260795 0.90663145392318267 1.1257605538266942 0.63437908608466376 0.65054328180849552 0.40430622917483516 1.2183727174997332 1.0248186192475248 0.97391939291264851 0.59615188278257747 0.41129416227340676 0.32594719354528923 2.0748541285283855 2.2910990435630074 0.61079366633202892 2.5700337665621182 5.0128568629734209 2.0453441794961691 2.057732328772544 1.1391842501470821 2.318461153889074 5.3746423411648703 2.0568049016874301 292.70192823093385 5.2508250785758701 2.6427727583795786 1.1520420424640176 3.4730033669620752 5.5018396861851242 6.2197994324378687 14.12669830652885
leaf_count=61 159 376 8 4 65 8 19 23 8 2 16 16 37 41 16 105 12 25 72 16 74 35 2767 162 20 65 115 138 52 116
internal_value=0.000423212 -0.0104858 -0.000918863 -0.0114755 0.00925155 0.000534739 0.0124791 0.00208081 0.00042824 -0.0158451 -0.00396355 0.000516402 0.000420632 -0.0207066 0.000537106 0.000792874 -0.00492744 -0.0112276 0.00691917 -0.00479627 -0.00328153 0.000705514 0.000617667 -0.00342757 -0.0150552 -0.0273916 -0.000364177 -0.00312222 -0.0173247 0.00389113
internal_weight=367.751 3.72162 2.59586 1.96148 1.05485 364.03 3.21711 1.99874 360.813 1.94419 1.34804 358.868 356.794 0.936741 354.502 338.652 15.8506 10.3477 5.50299 3.45765 8.28992 7.43145 336.082 43.3798 9.04564 6.40287 34.3342 29.3213 9.6928 19.6285
internal_count=4633 612 236 228 69 4021 50 42 3971 67 59 3904 3888 57 3851 3556 295 195 100 88 170 109 3540 773 247 227 526 421 167 254
is_linear=0
shrinkage=0.0315834


Tree=467
num_leaves=31
num_cat=0
split_feature=1 1 3 3 1 0 4 3 2 2 2 2 2 2 4 3 0 3 0 3 4 0 1 2 4 3 4 1 0 1
split_gain=0.426003 1.70407 1.30473 1.2323 1.08804 0.977206 2.06892 1.33929 1.99841 1.78331 3.28971 1.94177 3.45197 1.6367 1.06522 1.34662 1.20511 1.04743 2.32219 1.27049 2.46386 1.4753 2.5793 1.78515 1.73948 1.68872 1.41633 1.21289 1.07376 0.965459
threshold=69.999384342500022 70.077349628250019 0.4149000000000001 -0.26804999999999995 70.128430332750014 96.631250582750013 36.377496227400009 -0.089139999999999997 -0.070854999999999987 -0.095854999999999996 -0.102645 -0.14008999999999996 -0.17605999999999999 -0.045684999999999996 45.711398460000005 0.099855000000000027 96.324766355850002 0.12001500000000002 99.755238930300024 0.10052500000000002 37.817254840650008 97.789976036950009 77.094225348750015 -0.14314999999999997 36.772607578000013 0.078770000000000021 42.546237522150008 80.677940036650014 98.51854819030001 72.04530097975001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 -5 6 -6 -8 9 10 11 12 -9 -10 15 16 -15 19 -19 21 -21 25 23 28 -24 -7 27 -22 -23 -30
right_child=1 2 -4 4 5 17 7 8 13 -11 -12 -13 -14 14 -16 -17 -18 18 -20 20 26 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0013384756061882502 -0.032918196429552835 -0.028554607971556283 -0.039311052363567883 0.019568046418668529 -0.042780730639299151 -0.007471665394519691 0.011403896892372386 -0.044126464748374977 0.025720785602538373 -0.031421795933526044 0.035241065212088231 -0.04391490807963757 0.026332299472802037 -0.041753632775044583 0.021887765988387643 0.016113947897815006 0.0033176210572937546 0.034648169999951774 -0.019005353611440221 0.011916254411915631 -0.047794311974889911 0.022122239391599883 -0.038289790890847802 -0.033115225663207043 0.0028563589633974059 0.014054307946721054 0.0059272822655738033 -0.012248511974880898 0.012202540143027881 -0.044550611120568448
leaf_weight=230.81177694234066 2.054464782588183 1.8856272649718437 1.0702800326689601 3.4415815472602835 1.7793399170041109 5.8884377880021956 5.7673080475069645 1.4442325941636229 3.1272147782146931 5.5728252738481396 1.8707148497924206 2.2502441518008705 2.1208388541126673 2.1059158330317498 1.3322187198791651 1.3163377367891369 1.124365169554949 3.1411719396710387 1.4600239325955042 3.5858632682939042 2.9473573919385672 1.5200316361151638 1.3043796640267817 4.8572620493359855 47.508426184489508 19.140723229851574 1.459727070177905 1.9848825177177785 0.65763808274641611 0.84787485073320568
leaf_count=2115 16 102 43 16 32 36 60 42 19 106 15 122 65 81 8 14 5 26 35 66 44 11 224 89 1056 87 23 31 22 22
internal_value=0.000422012 -0.00114992 -0.000657387 -0.000342647 6.79618e-05 -0.000464179 -0.00602551 -0.00369248 -0.00760291 -0.0162822 -0.00530516 -0.0183484 -0.00221098 0.00517493 -0.00575432 -0.0138538 -0.0260657 0.00125737 0.0176232 0.000436215 -0.0114049 0.00188191 -0.00125609 -0.0199131 0.00175685 0.00899004 -0.024488 -0.0334896 0.00128176 -0.0197597
internal_weight=365.379 134.567 132.513 131.443 129.557 126.115 29.8116 28.0322 22.2649 13.2589 7.68603 5.81532 3.56507 9.00605 5.87884 4.54662 3.23028 96.3038 4.6012 91.7026 9.97783 81.7248 56.6956 7.88281 48.8128 25.0292 6.39197 4.93224 3.02554 1.50551
internal_count=4633 2518 2502 2459 2357 2341 569 537 477 350 244 229 107 127 108 100 86 1772 61 1711 164 1547 1424 144 1280 123 98 75 55 44
is_linear=0
shrinkage=0.0351512


Tree=468
num_leaves=31
num_cat=0
split_feature=2 2 2 1 3 4 3 0 1 1 4 3 2 4 4 3 2 0 3 3 3 1 3 0 1 0 1 4 2 0
split_gain=0.423672 1.80392 1.93007 2.86371 1.57739 1.57187 1.16457 0.962628 0.857531 1.58071 0.510157 0.989599 1.12242 0.659623 1.36717 1.54366 1.10231 1.12749 0.950323 1.03366 2.24405 0.853036 0.827826 0.804188 1.30859 2.84709 0.835211 1.68636 2.11202 1.49384
threshold=-0.59614999999999996 -0.51760499999999998 -0.58319500000000002 75.629015667650023 0.12376500000000003 49.520520114700005 0.098950000000000024 98.031937268650012 83.116371560950014 83.602982482550019 49.292797572200008 -0.25098999999999999 -0.15734499999999998 47.927946529500012 46.095286511800005 0.074735000000000024 -0.088465000000000002 87.345316200150009 -0.23921499999999998 -0.15544999999999998 0.070640000000000022 70.182199495350019 0.077080000000000023 75.994645973400011 58.309968391300011 81.90387694410002 81.339300736700025 44.749265482150008 -0.18437499999999998 103.57284947555002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 -4 7 -1 -9 -10 13 -12 -13 14 23 16 17 -16 -15 -20 -21 -22 -23 -3 -25 -26 29 28 -28 -27
right_child=1 10 5 -5 -6 -7 -8 8 9 -11 11 12 -14 18 15 -17 -18 -19 19 20 21 22 -24 24 25 26 27 -29 -30 -31
leaf_value=0.012208843409765278 0.022840586192939855 -0.015180106896773429 -0.04045476960139071 -0.038424823782404971 -0.025799235910984999 0.023124166943367334 0.027400496394663156 -0.043368976699714699 0.03779042895621864 -0.037991522344861979 -0.041625688663596956 0.0054678123583665663 -0.024999199723342413 -0.0081418822534520922 0.012805216850996151 -0.043234364782492735 0.023550338866696607 -0.041537490496863429 0.030661884440363895 -0.027449888911013791 0.033329692997372339 0.027457862546649298 -0.0022809638766395383 0.01980566883625548 -0.039364649531419903 0.0015083894474360344 0.017085954759356606 0.021575690482200011 -0.01748560795924246 -0.024184947679871383
leaf_weight=4.3205833234824222 2.5013246163725857 3.6548580548842429 3.5185459619096937 1.359564274389413 1.4892274173907925 0.51458075270056713 3.5199572830460966 0.80546307069016654 0.66223414242267586 0.61089569148316514 0.90117384633049358 4.6483429578365758 1.9951763652497891 3.3743614461272946 0.74834633013233531 1.7368915484985334 1.1273016589693718 1.0724345808848736 2.7212087782099834 1.7734191901981811 2.120851494371891 1.6124019902199505 3.2765890927985311 4.1490122769027939 2.0447260384680694 287.90629017114406 2.4987554621038717 2.0995883611030868 11.1134859723752 2.636376751586794
leaf_count=28 12 389 161 75 19 4 25 21 3 61 19 80 207 30 16 56 12 44 14 34 9 10 46 29 75 2272 84 14 701 83
internal_value=0.000363525 0.000154144 -0.0159047 0.00126673 0.00680747 -0.0323428 0.0117029 0.00306828 -0.0159314 0.00142739 0.000523505 -0.00821419 -0.00368202 0.000719899 0.000395514 -0.0178248 -0.00285445 -0.0192025 0.00771366 0.0123642 0.00669529 0.0153337 0.00752698 0.000665557 0.000850912 0.000595823 0.000862622 -0.00676766 -0.0111394 0.00127525
internal_weight=362.514 351.106 7.89402 3.86089 11.4084 4.03313 9.91913 6.39918 2.07859 1.27313 343.212 7.54469 6.64352 335.667 320.788 4.68497 2.94808 1.82078 14.8788 11.5045 8.78326 7.00984 4.88899 316.103 312.448 308.299 306.254 15.7118 13.6122 290.543
internal_count=4633 4476 252 87 157 165 138 113 85 64 4224 306 287 3918 3775 128 72 60 143 113 99 65 56 3647 3258 3229 3154 799 785 2355
is_linear=0
shrinkage=0.0339776


Tree=469
num_leaves=31
num_cat=0
split_feature=1 0 2 2 4 3 2 2 2 2 2 1 4 4 3 3 2 2 2 4 4 2 0 4 1 0 2 4 2 1
split_gain=0.597596 0.373373 0.582511 1.03173 0.916534 0.603263 0.515593 0.803604 1.00136 1.60479 1.72078 2.5027 1.41402 0.871757 0.559923 2.12037 1.94433 1.54942 1.77963 4.06726 4.0046 1.90534 1.85652 3.15811 2.3117 1.74646 1.35798 1.30751 1.25868 2.09055
threshold=54.884872733100003 113.1679565431 -0.013285 -0.088274999999999992 46.095286511800005 -0.24665999999999999 -0.69416999999999995 -0.63026499999999996 -0.59614999999999996 -0.51760499999999998 -0.58319500000000002 75.629015667650023 49.520520114700005 39.955516828000007 0.10487000000000003 0.10685000000000001 0.20852500000000004 -0.16164499999999998 -0.094409999999999994 36.654713368950006 41.289992964000007 -0.086139999999999994 86.692020874450009 41.32819714970001 66.859265246100009 93.910530954700008 -0.25105499999999997 40.371455563000005 -0.26416999999999996 62.186725015400008
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -8 13 10 11 -10 -12 -9 26 -16 17 -17 19 -19 -21 -20 23 -23 -24 -26 28 -27 29 -11
right_child=1 2 -4 -5 -6 -7 7 8 9 14 12 -13 -14 -15 15 16 -18 18 21 20 -22 22 24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.032547047134203533 0.020338940264997454 0.024454989811944529 -0.033673968726460057 0.019055746941302475 -0.038600625017923121 -0.032620899626715834 -0.017176307174973492 -0.007516011552326755 0.019933195339833943 0.025833665316606767 -0.037298624656798736 -0.035478794515855172 0.019890667143411499 0.018753604412073358 -0.021691039839158637 0.019563829239488857 0.021639959796369689 0.018811171528231162 0.013713939718995002 -0.061501498141598665 -0.00133061382898756 -0.0036773478475237696 0.012281170910019606 -0.046265739115786936 -0.043463369327043658 0.0081837802329556893 0.0014772358569408858 -0.024382967331257305 -0.030736181199718229 -0.01867326028686701
leaf_weight=0.55660702841123466 1.3091074815019954 0.57803982790210306 0.79311310285993286 1.252493753505405 1.0118989094626156 0.27519499927439062 2.602737706154584 1.6746689974097524 2.4135969821363692 1.653630892280489 3.2158726507914248 1.2433044948265886 0.50340114906430233 5.2865797188133001 5.2034601947525507 3.0106761312345034 3.7316945821512482 1.9805134851485444 6.9476249793078741 2.5941106181126088 1.9511084500700233 5.3402564525604346 8.4808782264590246 2.6095721255987883 1.4504254646599282 3.2772953021340072 281.02781545859762 1.9977004951797424 2.4918398959562174 2.9723522124113515
leaf_count=137 16 38 144 58 59 164 36 28 12 20 149 74 4 39 47 21 40 13 35 28 20 28 44 35 12 50 3120 34 76 52
internal_value=0.000304618 0.00035557 -0.00939493 -0.00321843 -0.0181762 0.00604622 0.000462992 0.000389419 0.000519651 0.00027862 -0.0143618 0.00109376 -0.0295581 0.0124339 0.000599331 -0.00255198 -0.000255809 -0.00231706 -0.00411551 -0.0191369 -0.0356722 -0.000859259 -0.00523171 -0.0176572 0.00126431 -0.0126281 0.00113058 -0.00414961 -0.0125563 -0.00276356
internal_weight=359.438 358.881 3.91074 3.11763 1.86513 0.853235 354.97 353.661 351.058 344.097 7.37618 3.6569 3.71927 6.96125 336.721 48.5753 43.3719 39.6402 36.6295 6.52573 4.54522 30.1038 23.1561 7.94983 15.2063 6.72542 288.146 5.275 7.11782 4.62598
internal_count=4633 4496 463 319 261 202 4033 4017 3981 3914 239 86 153 67 3675 407 360 320 299 61 48 238 203 63 140 96 3268 84 148 72
is_linear=0
shrinkage=0.0317296


Tree=470
num_leaves=31
num_cat=0
split_feature=0 1 3 4 0 1 1 4 3 3 3 2 2 2 2 1 1 2 1 1 3 2 2 2 1 3 3 4 2 1
split_gain=2.11653 2.39811 2.39005 2.20538 3.06875 2.86357 2.38701 3.73114 3.24688 3.64569 3.23455 2.55835 2.62131 1.85449 1.84661 1.66058 2.28004 2.54101 2.54665 1.8245 4.27515 3.02947 3.79787 2.83321 2.2035 2.58747 5.30169 2.18623 2.80679 2.02547
threshold=98.230883170350012 77.621163142300006 0.11296500000000002 44.461493122800007 75.994645973400011 75.180043159850015 74.927328095600004 47.927946529500012 1.0000000180025095e-35 -0.15544999999999998 -0.25098999999999999 -0.61402999999999996 -0.098419999999999994 -0.068964999999999985 -0.092614999999999989 75.28220456885002 75.629015667650023 0.13747000000000004 77.443724905700023 69.999384342500022 0.10787500000000003 -0.060989999999999996 0.075080000000000022 -0.11692 71.504920895500007 0.090465000000000031 0.092015000000000027 42.320906304050006 -0.14510999999999999 72.209296925700016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 4 -1 6 7 11 9 10 -9 -5 -13 -14 -2 19 -17 18 -18 -6 21 23 -23 27 25 -25 -27 28 -21 -26
right_child=1 -3 -4 5 15 -7 -8 8 -10 -11 -12 12 13 -15 -16 16 17 -19 -20 20 -22 22 -24 24 29 26 -28 -29 -30 -31
leaf_value=-0.0013987674546740818 -0.00076637730365532598 -1.7521406737202279e-05 0.0004559621280210062 0.0022880788253214351 0.00031634044247029486 -0.0026575085724713987 0.0025152000818311373 -0.00091220624758092043 0.0016065023604858873 -0.0026084266433703909 0.0017851602143217232 -0.0022640391534174374 0.0011921473580231536 -0.0015082566186717173 -0.0025603497335628576 0.0016880082947400513 -0.0012322993517344893 0.0019947978375099611 0.0012995093921276287 -0.0017227491576250449 -0.00285776670165552 0.00089740114775840136 -0.0015416641240709212 -0.0026929925551157294 0.0011817446081951546 0.0016733652662535372 -0.0027128604472713837 0.0019653130293257807 0.0013599562066278696 -0.0011409177788650048
leaf_weight=5.3003549838904283 6.9772961218841365 76.964362487313338 4.1967944949865332 0.94610502198338409 244.97949899826199 2.3520703641697756 1.5158885763958085 4.5520170293748379 6.4011819288134566 2.6038271132856616 3.9730111630633473 7.346010531531646 2.3611215427517891 2.4969159443862763 4.5064429789781562 9.1748556680977362 5.6207241388037783 2.8855835348367682 2.8607604894787073 3.0558419777080417 2.6022830326110116 21.670491646975282 3.5447088917717329 5.4070749394595641 3.3287316786590955 2.6046581193804741 2.6558468267321587 3.1646916307508945 2.6159527897834796 3.8799116797745228
leaf_count=358 97 1472 34 4 1457 90 5 31 34 37 16 243 14 45 93 45 52 12 15 41 44 116 31 114 22 12 47 13 9 30
internal_value=0.000118288 -0.000176159 -0.000954797 0.000194085 0.000249807 -0.000330676 -0.000160691 -0.000292905 0.000366896 -0.00034611 0.000344877 -0.00117246 -0.00144074 -0.000195796 -0.00147037 0.000277109 0.000877939 0.000224097 -0.000378333 0.000235901 -0.000125475 1.14496e-05 0.000554522 -0.000501178 -0.00100136 -0.00163182 -0.000541088 0.000510694 -0.00030094 -6.83831e-05
internal_weight=452.545 92.6449 15.6805 359.9 325.352 34.5481 32.1961 30.6802 17.53 11.1289 8.52503 13.1502 12.204 4.85804 11.4837 320.052 20.5419 11.3671 8.48148 299.51 54.5302 51.9279 25.2152 26.7127 17.8762 10.6676 5.2605 8.83649 5.67179 7.20864
internal_count=4633 1696 224 2937 2418 519 429 424 118 84 47 306 302 59 190 2060 124 79 67 1936 479 435 147 288 225 173 59 63 50 52
is_linear=0
shrinkage=0.00218447


Tree=471
num_leaves=31
num_cat=0
split_feature=4 0 3 4 3 3 2 3 2 3 2 2 0 2 3 2 3 0 1 2 2 0 0 4 0 4 4 3 0 2
split_gain=0.38423 1.41547 1.5208 1.00291 1.1818 0.98146 2.09909 1.46532 1.21613 3.52038 3.14285 3.02532 2.1583 2.12674 3.12063 3.838 3.3287 1.58855 1.50405 1.59663 1.57998 1.21013 1.74548 2.31195 1.88567 1.8642 1.82628 1.57816 2.17156 1.48053
threshold=42.154118731400011 104.03526427400001 -0.225495 42.027798546600003 0.087795000000000026 0.088145000000000015 -0.24150999999999997 0.087245000000000031 -0.11534 0.08574500000000003 -0.089569999999999997 -0.095854999999999996 90.767723400200012 -0.084729999999999986 0.083395000000000011 -0.082654999999999992 0.070640000000000022 106.56510337475001 62.229740345500012 -0.031989999999999998 -0.066979999999999998 85.216057360850016 86.692020874450009 42.686561923500008 87.727077254650013 42.91168285345001 43.847983878700006 0.12001500000000002 89.057864029250013 -0.61402999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 8 9 -8 11 12 -10 -12 16 -16 17 -15 20 -20 -18 -7 23 -23 -24 -25 -27 28 -26 -30
right_child=5 2 -4 4 -6 21 7 -9 10 -11 13 -13 -14 14 15 -17 18 -19 19 -21 -22 22 24 25 27 26 -28 -29 29 -31
leaf_value=0.0010232215365001752 -0.036242906238285015 0.0087469116616522222 -0.034443638971912771 0.022427666026712822 -0.0020673795407739862 0.015215317348396177 0.0013502186979975361 0.015765783189810631 -0.031986439103602743 0.036221434513076495 0.015469029110363545 -0.04622438977314125 0.010202412157031502 -0.024256904806328753 0.0055647184629178722 -0.043095106963759899 0.033137505381800957 0.01183631670838828 -0.024371890914304944 0.010668059536451634 -0.0049055426323016136 -0.039424730220181448 0.017989672955636513 0.0067732481643055968 -0.035335596700148048 -0.041833720625746987 0.0022337004788909867 0.010543178441965664 0.032789524153736503 -0.0082191503773286455
leaf_weight=217.68503071391024 1.6267359246849071 1.3908991129137578 2.4359744638277325 5.1993615066166949 3.6341342777013779 2.8882481851615003 29.44440526526887 7.2087247261079019 2.1510394737124443 3.5198778640478841 8.4801517319865507 3.2433572964509931 3.3958477076957934 5.3952507707290414 3.0930387936532497 4.0855086511583059 4.8928031176328659 1.7550648120231924 1.8440143743064252 6.0313573516905308 1.5647354796528796 3.5772859118878833 4.2668414087966111 4.5059736836701614 3.1798495659604731 2.4833857640624046 1.7347699552774427 4.8337210340541779 1.0370553210377718 12.245714710676106
leaf_count=1937 198 107 507 32 26 38 609 64 22 21 43 50 36 149 14 101 62 30 27 67 20 60 18 27 27 37 10 34 6 254
internal_value=0.000323785 0.00112917 -0.0187458 0.00146494 0.0123503 -0.00112009 0.000842935 0.00154358 0.000244101 0.00507372 -0.00322198 -0.0209415 -0.00615809 0.000971618 -0.00331773 -0.0221289 0.00296797 -0.0153977 0.0121301 0.00246347 0.0239192 -0.00534606 -0.00691444 -0.0171141 -0.0020062 -0.00796575 -0.0237104 -0.00601248 -0.0108735 -0.00501739
internal_weight=358.83 230.345 3.82687 226.519 8.8335 128.485 87.7319 86.1052 78.8965 32.9643 45.9322 8.79024 5.54689 37.1419 28.6618 7.17855 21.4832 7.15032 14.3329 7.87537 6.45754 40.7528 37.8646 12.3014 25.5632 8.72413 4.21816 21.2963 16.4626 13.2828
internal_count=4633 2609 614 1995 58 2024 1513 1315 1251 630 621 108 58 513 470 115 355 179 176 94 82 511 473 134 339 74 47 321 287 260
is_linear=0
shrinkage=0.0329546


Tree=472
num_leaves=31
num_cat=0
split_feature=1 3 3 2 2 1 1 2 1 4 2 2 4 3 4 4 4 1 2 0 0 2 4 0 0 0 1 0 0 0
split_gain=0.381319 0.648074 0.73532 0.815078 0.961606 0.432215 0.486957 1.14085 1.01359 0.939748 1.06985 0.512362 0.508962 0.878323 1.62538 0.72174 0.882844 0.876248 1.08963 0.886644 1.02331 0.981652 0.810076 0.744137 1.40806 0.667645 0.484845 3.86807 3.23975 2.18985
threshold=89.89935142405001 0.078655000000000017 0.078385000000000024 -0.045684999999999996 -0.022394999999999998 89.541786492700012 87.313054702550019 -0.16262999999999997 86.751166953300014 49.292797572200008 -0.23265499999999997 0.70681500000000008 48.823707093150006 -0.42796999999999996 35.887362732750006 32.724174661450007 34.424709467050008 55.887667615750004 0.11061500000000003 73.921844754800006 76.535026057600007 -0.245055 33.96174662340001 93.501885318850015 94.109476856350014 81.90387694410002 66.859265246100009 90.321439350550008 89.861713010250014 90.767723400200012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 8 -8 9 11 -11 12 13 14 -1 23 22 18 -18 -19 21 -21 -17 25 -25 -15 27 28 -22 -29
right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 -12 -13 -14 15 -16 16 17 19 -20 20 26 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.014016392617778093 -0.041162289861227046 -0.038224070332295496 0.035650069009324832 0.040756130408694038 -0.038699728984232698 0.01825958484627643 0.023068421139220984 -0.032601895446033563 0.024505471395701046 -0.0030358588660085234 -0.040567861027579741 0.016329403567437249 0.009923179376431614 -0.0041386423462729648 -0.036047231529977387 0.0042607094038945555 -0.040778702859462182 0.026913280588946365 0.031376844236318667 0.021956724520434349 0.0009431117102773923 -0.040264744136395303 0.031741423893224777 0.040427311968355167 -0.042024417206660815 -0.056713605023746144 -0.0012838679026381196 0.034485990847749989 -0.031979549539334753 0.005031783997864421
leaf_weight=1.4252050712238991 0.79477534023317287 0.94952165852737369 0.55330256896559138 0.55511400103569031 0.33962776296539199 1.8738962674979109 0.72231924382504109 1.7262669499032188 2.4094512667506924 2.9403375051915646 1.6348146297968913 2.8133725309744468 7.5753595740534356 0.53241845592856341 2.4211927919532172 4.1124846588354549 1.400935002719051 1.7361400853842486 0.36494183167815197 0.45306281140074167 162.10047530778684 1.553536650026216 2.3216601309832186 0.63118503987789132 0.52472440444398671 0.89724207762628794 131.86754335125443 7.3329980298876745 4.2431230284273616 6.6663587810471654
leaf_count=48 159 376 8 4 65 29 13 96 31 34 142 44 65 33 102 53 138 15 2 4 1219 140 26 3 61 15 1583 42 32 51
internal_value=0.000328446 -0.0124684 -0.00156442 -0.0137518 0.0105961 0.00044441 0.000349138 -0.0161795 0.00046545 0.000297823 -0.016447 0.000522503 0.000390995 0.000172566 -0.0174972 0.000380575 0.000536697 0.000260473 -0.0258668 0.000406499 0.000260042 -0.026216 0.0141767 -0.0191925 0.0029984 -0.0371342 0.000430205 0.00168354 0.000103314 0.0204602
internal_weight=355.473 3.19234 2.24282 1.68952 0.894742 352.281 350.407 2.44859 347.959 345.549 4.57515 340.974 338.161 330.585 3.8464 326.739 324.153 317.719 1.76588 315.953 314.217 2.0066 6.43414 2.58557 1.15591 1.42966 312.21 180.343 166.344 13.9994
internal_count=4633 612 236 228 69 4021 3992 109 3883 3852 176 3676 3632 3567 150 3417 3305 3226 140 3086 3071 144 79 112 64 48 2927 1344 1251 93
is_linear=0
shrinkage=0.0371939


Tree=473
num_leaves=31
num_cat=0
split_feature=0 0 1 0 4 4 3 0 0 1 1 1 0 1 1 1 4 1 3 3 2 2 0 3 2 4 1 0 2 4
split_gain=2.82159 3.26586 4.55754 3.14372 3.01377 2.60893 3.12393 2.56035 3.87521 2.32465 2.36649 2.56566 2.27879 3.58043 2.19389 3.44647 3.78912 2.34864 2.94192 4.53285 3.17641 2.8825 5.03277 2.13772 1.95807 2.05683 2.6325 1.92884 1.91178 2.58678
threshold=93.972365491700018 85.662341410450011 61.917879202350001 85.121961326250016 38.238138001450004 43.968221017800005 -0.15849499999999997 94.940210418650011 95.050437202000012 70.182199495350019 70.077349628250019 69.873026810350026 96.631250582750013 73.007768990450018 71.830224329350003 71.053259929650025 41.404176814550006 81.339300736700025 0.092185000000000031 0.08759500000000002 0.15915000000000004 -0.085550000000000001 106.56510337475001 -0.16179999999999997 0.11873000000000002 48.109449608500007 72.327589083450007 95.988709089550014 -0.088880000000000001 39.427119987250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 7 6 -4 -2 -9 10 11 -3 -10 -14 15 16 -6 18 19 24 -20 28 -23 -11 25 -16 -27 -17 29 -19
right_child=4 9 5 -5 14 -7 -8 8 12 23 -12 -13 13 -15 17 27 -18 21 20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-8.4598829772583359e-05 -0.0021056002855726688 0.00038323821507538908 0.00021912003242671277 0.0012063653011581321 0.0011973476335971867 0.0004788099727617272 -0.0019718754232568077 0.0022944273174701317 -0.0025792495003052716 0.00052405225153513897 0.0015826200084080927 -0.001192305608390503 0.001041215991742664 -0.00095624103236709667 0.00044813698250102793 -0.0022332704761815121 -0.00074940884276305814 0.0017814541154446825 -0.00052776945153330953 0.0013012941039322846 0.001503384547683242 -0.0024570089583482039 -1.7104770004176513e-05 -0.0023538391539855747 -0.0011822883304299409 0.0022706986890549566 -0.0023313010655527356 -0.00023771652658344315 0.0014671144531118779 -0.00042153408058407592
leaf_weight=35.26550920587033 4.0741006759926703 215.99543313775212 3.3484210148453721 9.1298066265881044 6.4568484146147993 3.5311244539916506 9.8969812202267349 1.8602093420922781 2.1342355329543379 1.7458487022668121 6.1997568327933541 4.0482027754187575 4.6658313907682922 13.242079912743064 33.29059680365026 5.2742212843149883 9.4987881891429407 2.4041686521377441 21.08925226517022 20.900715725496411 3.4434621445834628 5.3602785968687376 8.2570794872008246 2.2992319102631873 3.7132713245227924 0.61408914020284955 2.1548588485457003 2.8785665314644575 3.6880400921218124 13.881236482760867
leaf_count=521 48 1115 31 35 43 77 274 7 27 14 23 26 19 473 212 164 134 38 165 95 27 79 292 81 39 7 93 30 31 413
internal_value=0.000137745 0.000254597 -0.000148119 0.000180885 -6.39217e-05 -0.00101875 -0.00141799 -0.000678288 -0.000412791 0.000361572 0.000387914 0.000354253 -0.000664061 -0.000435812 4.7754e-05 -0.000491547 3.8395e-05 0.000157199 0.000330304 0.000561981 -0.000242673 -0.000281899 -0.000977538 -0.00111175 0.00017347 0.00031308 -0.00131068 -0.00152869 0.000192369 -9.63131e-05
internal_weight=460.342 291.46 61.1718 44.3953 168.882 16.7765 13.2454 25.9765 21.9024 230.288 226.243 220.044 20.0421 17.9079 142.905 24.1084 15.9556 118.797 85.2062 60.6735 24.5327 33.5908 13.6174 4.04508 39.7728 36.0595 2.76895 8.15279 19.9734 16.2854
internal_count=4633 2197 938 556 2436 382 305 574 526 1259 1164 1141 519 492 1862 371 177 1491 638 446 192 853 371 95 351 312 100 194 482 451
is_linear=0
shrinkage=0.00196078


Tree=474
num_leaves=31
num_cat=0
split_feature=4 4 0 2 2 2 3 1 1 2 0 3 1 3 0 3 0 1 2 2 1 3 3 3 1 1 2 3 4 3
split_gain=0.359502 1.47707 1.13604 1.4635 1.11685 2.30224 2.2032 3.73147 4.07185 2.31922 1.1078 2.02772 1.95325 2.99458 2.85838 1.84735 1.80538 1.68892 2.80512 1.87298 4.13576 2.63712 2.57367 1.80884 1.61221 1.50929 1.32239 1.25561 2.53911 1.3002
threshold=42.081757894750005 42.027798546600003 104.03526427400001 -0.18437499999999998 -0.043559999999999995 -0.031989999999999998 0.096915000000000015 75.28220456885002 61.982402197500001 -0.053874999999999999 94.300357383600002 0.092485000000000026 71.504920895500007 0.088755000000000014 97.32487278035002 0.085715000000000027 96.324766355850002 62.678712853250012 -0.08158 -0.102645 61.993156030000002 0.086375000000000021 0.08574500000000003 0.083395000000000011 84.232081685100013 57.772276765200012 -0.082484999999999989 -0.11595499999999999 42.409092016550012 0.085235000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 6 -6 9 8 -8 10 11 17 14 15 -12 16 -14 18 19 22 23 26 25 -21 27 -2 -22 -18 -29 -30
right_child=4 -3 3 -5 5 -7 7 -9 -10 -11 12 -13 13 -15 -16 -17 24 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00098040134043160705 0.0014709997953670036 0.017932992251565832 0.0097916770607035034 -0.034412826910457613 -0.051758492517429228 -0.004970764263751988 0.011914062662797084 0.019656639574953644 -0.040114945379561076 0.039793460120206486 -0.039319656084561061 0.02331588652488199 0.019117638563565971 -0.041599692710457846 0.017071340130444982 0.026105313028657724 0.0067158841373343176 0.012440906643022755 0.016448766695281395 0.019341544577222342 -0.053515735019738525 -0.008739215001934553 0.025579788900476255 -0.010834350737456422 0.0067197751942333246 -0.028540854023964168 -0.015722592324420866 0.017138798252440201 -0.040026958901911054 0.0090203689418032577
leaf_weight=217.66582138586091 8.1381454335641994 5.5953696080832733 1.31093125139887 2.2177806168183443 1.210614592651839 26.090162718319334 2.3288852674886567 2.7572809304983812 5.7160852109082043 1.7706622870173294 3.4429095927625921 5.4532828805968157 3.9871671089204126 1.7645904054807022 1.3872605625074355 3.3209155129734418 2.1388488453812897 13.15250804502284 7.9685005713254204 4.3057769499719196 3.8279820270836353 4.4676068685948849 4.1263636238872996 4.4371867291629314 6.3251615478657177 2.3831552448682478 1.3877090588211993 1.390771646052597 4.4129581460729241 0.68714822828769673
leaf_count=1937 126 36 160 442 22 524 17 32 80 7 145 22 64 41 33 32 23 218 83 19 54 36 27 27 204 35 17 6 161 3
internal_value=0.000309552 0.00110348 0.000677756 -0.0179907 -0.00109296 -0.0070455 0.000514781 -0.0136411 -0.0250534 0.00220864 0.00145671 0.00403771 -0.00387813 -9.26205e-06 -0.0231237 0.00328725 -0.00071321 0.00209787 -0.00121667 -0.00547281 -0.01251 -0.027441 0.00337975 0.00402682 -0.00600037 -0.00532692 -0.0434603 -0.0153236 -0.022586 -0.0334187
internal_weight=355.17 226.79 221.195 3.52871 128.38 27.3008 101.079 10.8023 8.04497 90.2766 88.5059 59.6482 28.8577 24.0276 4.83017 22.263 18.9421 54.1949 41.0424 33.0739 18.4263 9.6833 14.6477 8.74296 14.9549 10.5213 5.21569 8.62973 6.49088 5.10011
internal_count=4633 2575 2539 602 2058 546 1512 129 97 1383 1376 664 712 534 178 493 461 642 424 341 153 107 188 46 397 161 71 193 170 164
is_linear=0
shrinkage=0.0331673


Tree=475
num_leaves=31
num_cat=0
split_feature=0 2 2 4 3 2 3 3 0 1 3 4 0 0 3 2 2 2 1 0 4 1 4 2 2 2 0 2 4 0
split_gain=0.371583 0.472414 0.788548 0.808464 0.481789 0.438381 0.990596 0.921293 0.387258 2.59551 1.85386 1.60756 1.11876 2.44386 0.857118 0.806305 1.90021 1.45596 1.34268 1.28008 0.805006 0.915439 0.721796 0.687487 1.40449 0.930722 0.629964 1.73835 1.49757 1.48063
threshold=113.1679565431 -0.013285 -0.088274999999999992 46.095286511800005 -0.24665999999999999 0.63131000000000015 -0.16179999999999997 0.098950000000000024 85.619326080400015 61.917879202350001 -0.17949499999999999 43.968221017800005 85.431134011250023 85.121961326250016 -0.27297999999999994 -0.07490999999999999 -0.017745 -0.013285 59.98487780655001 67.058211147750015 36.016191615950007 64.730006406800015 44.952171034750002 -0.093604999999999994 -0.10771499999999999 -0.117885 85.823648898300021 -0.068964999999999985 42.081757894750005 85.990333302400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 8 -7 -8 9 12 -11 -12 13 15 20 23 -17 -18 19 -19 -10 -22 -13 24 25 -1 27 28 -16 -28
right_child=1 -3 -4 -5 -6 6 7 -9 14 10 11 22 -14 -15 26 16 17 18 -20 -21 21 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.00076265034409229223 0.024950099995306382 -0.037233294074661819 0.01838297935122472 -0.042116821445452403 -0.035988951468684839 0.037511394377748739 -0.021929897972515593 0.028219184366800643 0.0063440467222266889 0.0065379102668793876 -0.03911093473668515 0.016750693020282485 -0.027613194317588841 0.025471103277739274 0.021476250459870391 -0.050753310245769685 0.039378399841961398 0.035714786788243927 0.01720349154269455 -0.040398574003834932 -0.0031662678079447549 -0.041898647854644804 -0.037526956506468964 0.02107826184819234 -0.032373829826327603 0.036676183819389238 -0.010945207599635645 -0.0090334255030270882 0.0010299120223735494 0.0010473699109838563
leaf_weight=14.855235791881578 0.53739950287854332 0.68692647438729082 1.1022411412850488 0.91569743689615279 0.22798883151699567 1.2646800428628924 1.1713889363454644 0.7359892934327944 1.5424001349601884 2.4283082126639783 4.9761747898301092 1.1162313316017387 1.5191724859178055 5.0868904422968617 9.6059282273054176 1.2727955579757688 0.84730854630470265 0.32085302053019749 1.2225641552358864 1.8140987521619534 1.3486486561596396 1.7044735945528371 0.41457435861229885 2.1023105327039984 1.5259365960955609 0.94713155459612508 13.348444104194639 6.6049959342926732 8.1871505174785835 262.46426998771494
leaf_count=305 38 144 58 59 164 8 27 23 14 30 261 9 12 23 32 18 3 4 9 152 8 65 62 10 13 6 101 43 57 2875
internal_value=0.000292038 -0.0111454 -0.00470685 -0.0198462 0.00679798 0.000405952 0.0134047 -0.00257915 0.000286525 -0.00294284 -0.0196532 -0.0294273 0.00179507 0.00328452 0.000715081 -0.00124654 -0.0131496 -0.00176697 -0.0121505 -0.0289598 -0.0143401 -0.0247895 0.00205116 0.002109 -0.000192396 0.00291517 0.00094554 0.00635565 0.0120683 0.000466968
internal_weight=351.898 3.47025 2.78333 1.68109 0.765388 348.428 3.17206 1.90738 345.256 40.4496 8.93529 6.50698 31.5143 29.9951 304.806 24.9082 5.47762 4.20482 3.35752 2.13495 4.59552 3.05312 1.53081 19.4306 17.3283 15.8024 300.211 24.3981 17.7931 275.813
internal_count=4633 463 319 261 202 4170 58 50 4112 917 362 332 555 543 3195 520 186 168 165 156 87 73 71 334 324 311 3108 132 89 2976
is_linear=0
shrinkage=0.0351263


Tree=476
num_leaves=31
num_cat=0
split_feature=1 0 2 0 4 3 2 2 1 0 2 3 2 2 3 3 1 1 1 2 1 3 0 1 3 1 3 0 4 0
split_gain=2.42744 3.12588 2.61189 2.25521 2.05204 1.70154 1.65063 2.71205 2.69267 3.80848 2.35854 2.31069 2.21723 1.68633 1.65048 4.73414 4.63079 4.38076 3.2554 2.2186 2.20904 2.15961 2.50998 1.87356 3.03815 3.21898 3.90918 3.10059 2.025 1.80513
threshold=70.182199495350019 94.625660817400004 -0.08725999999999999 85.732241321850012 40.300545846000013 -0.20885999999999996 -0.051199999999999996 -0.068964999999999985 81.573196594050017 106.56510337475001 -0.057599999999999998 -0.10978499999999999 -0.043559999999999995 0.20852500000000004 0.072890000000000024 0.083555000000000032 83.602982482550019 74.257902021100008 87.143681840350013 -0.075639999999999999 87.313054702550019 -0.25843999999999995 112.02536183765001 75.28220456885002 0.089850000000000027 80.13218303615001 0.10821500000000002 97.722764583650005 41.835830569250014 110.52251374275001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 -1 -2 -6 7 14 11 -10 -9 -8 -11 -14 17 18 23 -3 19 -16 -20 -19 -23 -17 -25 26 27 -26 -29 -22
right_child=1 6 -4 -5 5 -7 8 10 9 12 -12 -13 13 -15 15 16 -18 21 20 -21 29 22 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0001011979688612323 -0.0030196463021119327 -0.0026757857571443749 -0.0024982820491886168 0.00034699001109373101 0.0020644421324857204 -0.00077847575562136012 -0.0012290005737975835 -0.0029812449007599259 -0.0025748920900530749 0.0024623312398388952 -0.00014735475329352593 0.00063456438174531104 -0.0015991356678769454 0.0007329117063897743 -0.0022301963831879482 -0.00031704718115351622 -0.0024079749321555969 -0.0015547162116736669 0.0022619390767623739 0.0013623244243145944 -0.0022987295147838547 0.0014277908940145611 -0.0011016716453953065 0.0012884642958576661 0.00061576360540997483 0.0014239368336751166 0.0011254860874984677 -0.0030202507197586784 -0.00047358836865341112 0.00065330031705376952
leaf_weight=66.594240935286507 0.9575943462550639 1.812260443810376 4.3388440455310029 221.86645693518221 1.7124646874144676 2.1872685502748936 3.2686025882139793 2.8669922957196832 3.3542395194526744 1.5303480299189667 2.515332316979765 42.559935621917248 2.8351029941113683 2.8234228880610317 9.8378555267117918 18.792900127358735 3.2622424312285139 1.5759952706284863 1.5353238619863976 0.85218317434191782 1.8317556309048089 12.815946195740247 2.0802356193307796 13.78199850395322 2.5238967537879962 4.944866804406046 4.1094434284605077 4.3053046148270369 2.1288442239165306 1.9521507412428034
leaf_count=993 22 41 114 1177 13 88 44 63 81 7 19 260 227 77 295 209 238 54 8 6 85 88 67 76 13 33 32 54 17 132
internal_value=0.0001267 -8.51146e-05 -0.00129388 0.000243521 -0.000218031 0.000469916 -1.09573e-05 -0.00018497 0.000277745 -0.000695523 -0.00165688 0.00050165 0.000181368 -0.000435519 -9.50901e-05 -0.00024462 5.85541e-05 0.000476214 -0.00126439 -0.00194381 0.000101037 0.000822996 0.00107455 0.000217614 0.00053364 -4.39072e-05 -0.000599354 -0.00139061 -0.00217765 -0.000775751
internal_weight=447.554 159.093 9.19617 288.461 4.85733 3.89973 149.897 93.5255 56.3717 10.5431 5.38232 45.8285 7.18887 5.65853 88.1432 69.8588 53.8495 18.2844 16.0093 10.69 5.31923 16.4722 14.8962 50.5873 31.7944 18.0124 13.0675 8.95805 6.43415 3.78391
internal_count=4633 2463 237 2170 123 101 2226 1530 696 392 82 304 311 304 1448 1198 672 250 526 301 225 209 155 434 225 149 116 84 71 217
is_linear=0
shrinkage=0.00213593


Tree=477
num_leaves=31
num_cat=0
split_feature=1 0 0 2 4 3 4 2 0 3 2 2 1 2 2 0 4 2 4 3 0 2 0 0 2 2 4 3 0 2
split_gain=2.64252 3.12802 3.10468 2.99346 2.03728 2.03459 1.98073 1.72576 1.7393 1.67642 1.56417 2.95429 1.93345 1.53646 4.09852 1.78369 3.85729 2.47535 2.09818 2.65306 2.04542 4.49323 1.68303 1.53485 1.50459 1.42508 1.35535 1.3018 3.45904 3.15989
threshold=70.182199495350019 85.990333302400003 94.625660817400004 -0.08725999999999999 40.300545846000013 -0.20885999999999996 44.279556297950009 0.20852500000000004 85.931187223550012 0.4149000000000001 0.0027500000000000003 0.050115000000000014 59.98487780655001 -0.017745 -0.033594999999999993 85.705356740550016 42.081757894750005 -0.091639999999999985 44.279556297950009 0.088350000000000026 85.398872513700013 -0.089569999999999997 71.096275259750016 91.625341543800019 -0.07490999999999999 -0.074029999999999999 42.477827694800006 0.080545000000000019 86.264556031700025 -0.078549999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 -2 -6 27 8 10 -4 13 -12 -13 14 15 20 17 -17 19 -18 22 -22 -1 -8 -24 -10 -7 28 -3 -30
right_child=2 6 9 -5 5 26 23 -9 25 -11 11 12 -14 -15 -16 16 18 -19 -20 -21 21 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00211374694640127 -0.0026583429147746277 -0.00098012643391022416 1.9588913328853752e-05 -0.0022705262828973316 0.0019569710889571351 0.00073525896535072527 0.00017803584660524907 0.0012049256015248195 -0.0024409410796633084 -0.0021858247943767964 -0.0027145683116703632 -0.0015118383779341483 0.00067861913459813384 0.0010926146107149389 -0.0029296435171575577 0.0019697081140642296 0.0001518510387325531 0.00041898359829229011 0.00059064755258696764 -0.0025515709455090911 -0.0024695184659927656 -2.2636335473669333e-05 0.00023373340963953011 -0.0015853744117508976 -0.001592333788710454 -0.00025688218222148985 -0.0020791746485947331 0.00032708625720191307 0.00015941599453277573 0.0012554239464654358
leaf_weight=1.2651680023409415 0.97331611067056645 4.1363881044089785 145.89071615971625 4.5014610122889263 1.840143618173897 1.2407215330749752 4.1679744785651556 3.9460376240313044 2.0565796159207821 1.2859414339472994 2.2391495457850379 2.389177346136421 3.9610684653744102 4.8915844389703116 1.7484238352626551 6.3559323921799651 2.5089877136051637 9.4924976825714129 3.6658877804875374 2.8877301290631294 4.1524192597717038 8.3700706381350738 33.76275185379199 3.2479245280846953 1.7555211950093568 2.3876286651939145 1.2915627853944895 140.98073923029006 15.16625417396426 27.134406194090843
leaf_count=95 22 22 2188 114 13 13 29 28 30 38 99 57 25 42 26 16 13 33 16 33 75 59 466 59 23 12 75 673 76 163
internal_value=0.000131634 0.000239615 -6.96271e-05 -0.00111505 -0.000142063 0.000418069 0.000380501 -4.09475e-05 -9.33091e-05 3.1933e-07 -3.49653e-05 -0.000815228 -0.000145505 4.79217e-05 -1.93485e-05 4.9213e-05 0.000468649 0.00104089 -0.000532077 -0.00129472 -0.0001627 -0.000834015 6.58411e-05 -0.000594281 0.000143478 -0.00126757 -0.000700211 0.000419072 0.000698338 0.000862467
internal_weight=449.694 292.67 157.024 9.84721 5.34574 4.37243 194.834 97.8366 93.8906 147.177 89.4464 8.5894 6.35025 80.857 75.9654 74.217 24.911 15.8484 9.06261 5.39672 49.3059 12.5225 36.7834 7.4159 35.5183 4.44421 2.53228 187.418 46.437 42.3007
internal_count=4633 2170 2463 237 123 101 1022 1148 1120 2226 1078 181 82 897 855 829 111 49 62 46 718 134 584 88 489 42 88 934 261 239
is_linear=0
shrinkage=0.00192311


Tree=478
num_leaves=31
num_cat=0
split_feature=2 3 4 1 4 1 0 0 2 2 1 1 1 1 3 0 4 0 0 3 3 2 3 3 0 3 4 2 1 2
split_gain=0.380057 1.71682 1.46714 2.91862 1.9783 1.68402 1.58613 1.16787 1.12374 1.02789 0.777123 1.52677 0.73888 1.67264 1.67663 0.927477 1.25824 0.816211 1.06308 0.733872 1.74845 1.8352 1.43575 3.27548 2.00019 1.88483 1.42045 3.1979 1.40328 1.33931
threshold=-0.23557500000000001 0.091705000000000023 38.804629908750009 62.020040611300011 45.458122212500008 58.793890854750011 81.90387694410002 98.51854819030001 -0.24023999999999998 -0.23455499999999999 73.448676123850007 63.910026677050006 71.504920895500007 78.27445846800002 0.10020000000000003 89.576736448400013 40.722669576350008 101.80384402570002 102.21786657775002 0.10487000000000003 0.10685000000000001 0.20852500000000004 0.096480000000000024 0.095830000000000012 94.047642319350018 0.097005000000000022 42.081757894750005 -0.066979999999999998 61.966271448700006 -0.031989999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 7 -1 -6 10 -9 -2 11 -5 15 14 -14 16 -3 -15 -19 22 -21 28 23 -11 25 -24 -27 -28 -22 -30
right_child=9 12 3 4 6 -7 -8 8 -10 19 -12 -13 13 17 -16 -17 -18 18 -20 20 21 -23 24 -25 -26 26 27 -29 29 -31
leaf_value=0.03421562389527736 0.026479103626414487 0.014631089665077267 -0.039217873250657141 0.026449097703274527 0.038783445433197838 -0.043879559557164001 -0.036361024526868874 -0.035360383810050605 0.037504397743626343 0.00054677790815410229 0.030107540108094681 -0.013882327551576756 -0.043641376993764532 0.021672428540874904 0.0004563538151855941 0.020514129323330143 -0.015083441635652844 0.023936934782587127 -0.037779794618109278 -0.021760465323086058 0.0086754595336993433 0.021532401292273184 0.032503862135802142 -0.043995346734567106 -0.0071089223558183437 0.011725050781192963 -0.029296096320667712 0.019716481652126389 -0.013117568363717413 0.0015264343816686352
leaf_weight=0.34980784775689189 1.6912159742787469 3.4187477380037326 2.4295396523084483 2.0724888145923597 0.36387059092521701 2.3106231443380238 2.0520371522288769 1.0356615836062699 0.30044129490852345 230.28372545757884 2.3926631771028042 2.0585513759870082 1.7467462052591138 2.6371836587786679 2.0763253727927804 4.6579889338463545 2.8962767515331507 0.54436153545975663 0.70455134764779359 5.0514327431155825 8.3227054821327311 3.6030557261547065 3.8815148510038879 1.8309665217529971 8.6965347206278221 21.827143264003102 3.1671083979308605 2.7249830183573058 16.016276683883916 12.035712895012695
leaf_count=7 17 24 120 7 1 127 146 89 1 3100 12 37 32 19 28 26 27 4 51 53 46 47 16 24 137 114 30 14 166 111
internal_value=0.000332359 -0.00299899 -0.0112121 -0.00652185 0.00120864 -0.0336112 -0.0250432 0.00927779 -0.0189757 0.000687777 0.0150643 0.00635142 0.00375613 -0.00411408 -0.0196917 0.0092854 0.00100303 0.0112109 -0.0108794 0.00055037 -0.00337245 -0.00104901 0.0011988 0.000195421 0.00697836 0.0108552 0.00782372 -0.00662869 -0.00328579 -0.00683456
internal_weight=353.18 34.0479 15.3657 12.7053 10.2757 2.66043 2.41591 7.85981 1.3361 319.132 6.5237 4.13104 18.6822 7.70917 3.82307 10.973 6.31502 3.8861 1.24891 317.441 45.0292 39.9778 272.412 232.115 40.2973 31.6007 27.7192 5.89209 36.3747 28.052
internal_count=4633 758 547 413 293 134 147 146 90 3875 56 44 211 134 60 77 51 74 55 3858 423 370 3435 3124 311 174 158 44 323 277
is_linear=0
shrinkage=0.0331706


Tree=479
num_leaves=31
num_cat=0
split_feature=1 1 4 1 2 3 4 1 4 2 2 2 2 0 2 2 2 0 1 0 1 2 3 0 4 3 4 4 3 0
split_gain=0.377707 1.58375 2.18558 3.01888 2.03994 1.99313 2.55929 1.3008 1.00248 1.16496 3.56573 2.1763 3.36276 2.15816 2.44242 3.70883 2.25256 2.16676 2.74697 2.63676 1.83219 1.44523 1.00656 1.4205 0.910316 0.860702 1.34566 0.844491 0.835424 0.8222
threshold=61.987779113750001 62.041548276350007 41.909642283050012 62.036171360100006 -0.064729999999999996 0.08326500000000002 43.219899330700009 62.046925192600007 35.119813570500007 0.11061500000000003 -0.0025899999999999999 -0.025719999999999996 -0.051199999999999996 86.904409066750006 -0.095074999999999993 -0.11534 -0.086139999999999994 86.420486603250012 61.944763783650011 85.307464937250003 61.885617704800005 -0.26416999999999996 0.10336500000000003 83.479313408550013 41.444941515100005 0.43380000000000013 39.788107623550012 39.525197829750006 0.11148000000000002 82.605564516150011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 5 24 -4 -7 -3 22 10 11 12 13 14 15 20 -16 18 19 -18 -10 -22 23 -1 -2 29 -27 -11 -12 -9
right_child=1 7 3 -5 -6 6 -8 25 9 27 28 -13 -14 -15 16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.047834919156840995 -0.01078739629067366 -0.029917133416128543 -0.056529425170472852 0.040771060792286019 0.030354264345439551 -0.021765884375482152 0.030878990567753593 -0.027435008091780098 0.0016622509987344397 0.027818045765264733 -0.059157794413619652 0.026164292216200997 -0.048188328625876971 -0.044187262375934677 0.024877491226429873 -0.049351434850704833 -0.0019131246776298025 0.024173962588707819 0.013937252308451765 -0.058355007206993534 0.010810585858532638 -0.059911562278206834 0.04421214987807888 0.04447627452616864 0.020219798535336723 0.0066816369154000547 -0.053882549015274277 -0.0039379971315701753 -0.01133114927530531 0.0007315502667051163
leaf_weight=0.64467210939619624 4.1147216958925155 2.4702105354517689 1.5968341659754495 2.0834303162991992 10.922280080616476 5.1338425697758794 2.2915399931371212 1.790907107759266 16.948580692580435 3.3324546199291936 2.4681329916929822 4.1344935162924221 2.9266085836570772 2.0342744253575793 9.164057722315194 3.5088115725666276 2.7803926765918714 3.9585611522197715 4.0393020287156105 2.9025316294282675 0.72247068583965335 1.5798249728977669 1.5416948348283765 0.51407335698604584 2.6841503931209445 1.2502300684209324 1.2676038462668655 2.5257045514881611 0.83985979110002507 248.40629958135105
leaf_count=74 37 19 29 15 51 64 9 130 247 22 138 31 25 18 36 35 16 14 15 26 3 107 14 3 11 28 16 30 4 3366
internal_value=0.000376446 0.00103466 0.0102376 -0.00416965 0.0192664 -0.0145475 -0.0055192 -4.94393e-06 -0.00243188 -0.00347711 -0.0052549 -0.00272943 -0.00509193 -0.00244438 -0.000582363 -0.0101861 0.00898553 -0.00165967 -0.0121783 -0.0307406 -0.00304748 -0.0377186 0.0222882 -0.00688138 0.00145404 0.000287438 -0.0238094 0.0141266 -0.0470152 0.000529935
internal_weight=350.579 284.012 28.8268 11.1056 17.7212 9.02222 7.42538 255.185 66.5665 63.8661 58.0079 54.6999 50.5654 47.6388 45.6045 22.7597 22.8448 13.6808 9.72223 5.68292 19.2509 2.3023 2.70044 1.15875 6.79887 252.715 2.51783 5.85816 3.30799 250.197
internal_count=4633 3775 216 117 99 102 73 3559 858 767 715 573 542 517 499 392 107 71 57 42 357 110 91 77 48 3540 44 52 142 3496
is_linear=0
shrinkage=0.0414211


Tree=480
num_leaves=31
num_cat=0
split_feature=0 0 4 0 0 0 1 1 3 2 4 2 3 3 4 2 2 2 1 0 3 2 2 0 4 0 0 0 2 4
split_gain=2.68653 2.87811 2.30029 2.37725 3.07605 1.99648 3.21444 1.85074 3.03258 3.2403 2.63156 2.28531 1.7622 4.76024 2.71375 2.76747 3.42311 2.3038 2.26891 2.52899 2.09841 3.54224 2.21892 1.99077 1.91492 2.53125 2.61642 1.97324 1.90515 2.26238
threshold=93.972365491700018 85.990333302400003 38.238138001450004 94.940210418650011 95.050437202000012 96.631250582750013 73.007768990450018 71.830224329350003 0.089505000000000015 -0.10040499999999999 41.404176814550006 -0.047144999999999999 0.09117500000000002 0.08759500000000002 39.198779702000003 -0.59496499999999986 -0.14008999999999996 0.075080000000000022 74.757955233350017 100.35207663525001 -0.098985000000000004 0.059500000000000011 -0.0309 105.93331571405001 40.94178426300001 100.53758024625002 106.56510337475001 107.63242125250001 0.059500000000000011 42.546237522150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 -7 8 11 -10 -11 -4 13 17 -14 -16 -17 20 -18 -20 -9 22 -22 -19 -15 -26 -27 -28 29 -21
right_child=2 -3 7 4 5 6 -8 12 9 10 -12 -13 14 24 15 16 18 23 19 28 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-5.4967784450864181e-05 -0.0023728314462266942 0.00044274921924199352 -0.0019201027692997339 0.0025330147800865736 -0.0029572688564688905 0.0012424030273801207 -0.0010785333205262752 0.00091748775362647831 0.001634713008589337 0.00033385063406687481 -0.0028020964368909531 0.00048084728586094083 0.0012461393230312433 0.0021000438837372438 0.0010120415132218036 -0.0028199952521518632 -0.0030171199310454382 -0.0021842591227848119 0.00068654712529892567 -0.0031043119509096867 -0.0003035185435760762 0.0012190352454721591 -0.0031069688065180311 0.00027302982015236626 0.0015836804686651144 -0.0032435079606400949 0.0029575101695333349 -0.002404484933218209 0.00017795631147397097 -3.6297822301505725e-06
leaf_weight=91.523975279531442 4.0044975690543678 186.29350097174756 9.2556647593155486 1.6918151490390325 1.8690569167956734 4.3327147029340258 11.568870325689202 15.159952699323183 5.1148574007675052 3.7301359586417657 2.2760411417111754 2.7065346529707339 5.0183772625168777 9.3073176457546669 4.71898328769021 4.1134721625712727 1.726029223762455 4.3067817371338597 8.0363475680351275 3.3783325362019223 29.970859381079208 8.6260957494378072 1.5694762121420378 2.9239518636604771 4.9512242749333364 1.4996458785608413 0.99528512358665444 0.57026561733800918 3.723555036704056 1.966645182110369
leaf_count=1155 48 1042 228 7 27 19 473 159 34 35 41 33 48 52 30 76 22 67 55 56 574 29 62 78 16 18 2 84 35 28
internal_value=0.000142393 0.000278782 -9.57473e-05 -0.000760147 -0.00042833 -0.000710258 -0.000446146 1.9195e-05 -0.000573639 0.000290346 -0.000854517 -0.00137687 0.000140768 0.000324708 -0.00030882 -0.000590903 -0.000920582 2.94572e-05 -0.000505669 -0.000252242 0.000188907 -8.60796e-05 -0.000443021 -0.00119058 0.00139088 0.000567512 -0.00107391 0.00100436 -0.00108418 -0.00196344
internal_weight=436.93 277.817 159.113 23.467 19.4625 17.7706 15.9016 135.646 23.0832 11.121 6.00618 11.9622 112.563 79.8809 32.6817 27.6634 22.9444 62.5571 18.8309 17.1049 55.3264 40.1664 31.5403 7.23073 17.3237 8.01642 3.0652 1.56555 9.06853 5.34498
internal_count=4633 2197 2436 574 526 519 492 1862 371 110 76 261 1491 1141 350 302 272 969 196 174 824 665 636 145 172 120 104 86 119 84
is_linear=0
shrinkage=0.00229835


Tree=481
num_leaves=31
num_cat=0
split_feature=3 1 3 4 3 0 1 4 2 2 3 4 1 2 3 3 4 0 1 4 3 2 2 0 3 3 2 3 0 4
split_gain=0.370869 0.964228 1.2065 1.07162 0.794668 2.5212 5.2776 2.22533 1.79849 3.3221 1.12248 1.02521 0.952896 0.738566 2.92128 2.51947 2.73174 3.03445 2.47756 4.36366 1.7402 1.68139 1.77625 1.93039 2.44024 7.30401 2.23643 3.2976 2.39478 1.93952
threshold=0.42293500000000012 62.079186690200011 0.43380000000000013 39.788107623550012 0.11636500000000001 86.692020874450009 61.966271448700006 41.11191809080001 0.0027500000000000003 -0.11534 0.11296500000000002 42.546237522150008 67.254468591300011 -0.0025899999999999999 0.10249000000000003 0.094385000000000011 36.558960102350007 95.746747857800017 68.846035804500005 40.467253020850002 -0.22831499999999999 -0.064729999999999996 -0.054875 102.65877371115 0.084565000000000015 0.075810000000000016 -0.036264999999999999 0.097005000000000022 87.028078140750011 38.621016321050007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 10 6 -6 8 9 -7 13 -9 -12 21 15 16 -15 18 19 -18 -19 -1 -23 24 25 29 -26 28 -28 -24
right_child=1 2 3 -5 5 7 -8 11 -10 -11 12 -13 -14 14 -16 -17 17 20 -20 -21 -22 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00030096573874414327 0.020905206653550525 0.015535906145601157 0.0043890601121499995 -0.034888608099254974 0.00038761944847726668 0.0014726063886203599 -0.050166094861752719 0.025878704536711199 0.0098342295776211279 -0.057373373444669314 0.027242753981957867 0.00042837004049602653 0.0021821775033638107 0.017203027465321669 -0.028973054677684438 0.01293354912088681 0.0057946578398929806 -0.032784072882559238 -0.038783794874102787 -0.028524120067465918 0.0028853412184542365 0.015441888098740125 0.010155910320317192 0.024084746976946271 -0.022810782917168322 0.026148743437605745 -0.00026140163208564053 0.012299474852907463 -0.038214482213217826 -0.021288025701564271
leaf_weight=205.04729862620297 2.8119780570268622 2.0760906492359936 1.2500560264161324 1.2841767153586259 4.949022842571142 2.0493719666556003 3.0398841421119869 3.6942084804177284 2.4758817701076623 1.5265194397506974 2.6118650436401358 2.3690086966380477 2.942350535740843 4.8604674145753952 3.6514512132562222 9.6237516199107613 7.1421079020947236 1.3288405643543253 3.5487510246457523 6.4119350329274312 20.323078551533399 12.919629002572036 2.5493309721350688 3.5059026231756425 5.6152088358066967 9.956606464693321 3.4367991732433465 8.1340997070074064 2.7128602517768741 5.9969397005625069
leaf_count=2903 12 9 28 16 38 18 41 32 23 29 16 22 29 106 53 80 59 47 103 200 279 103 12 102 49 60 35 41 27 61
internal_value=0.000290239 0.00696851 -0.00153191 -0.0155142 0.000145482 -0.00567949 -0.0188487 0.00300461 -0.00995002 -0.0236483 0.000508801 0.0159348 0.0139669 0.000272824 -0.00284368 -0.00105157 -0.00413741 -0.00681384 -0.0163215 -0.0104403 0.000696207 0.000955074 0.0056525 0.00263455 0.000676255 0.00857059 -0.00666422 -0.000316708 -0.017004 -0.0119084
internal_weight=349.845 7.4223 4.61032 2.53423 342.423 20.1039 7.98891 12.115 6.05177 3.57589 322.319 6.06322 5.55422 316.765 56.8904 53.2389 43.6152 38.7547 17.1028 13.554 21.6519 259.875 54.8274 41.9077 38.4018 18.5029 19.899 14.2838 6.14966 8.54627
internal_count=4633 65 53 44 4568 203 79 124 70 47 4365 54 45 4320 927 874 794 688 362 259 326 3393 490 387 285 133 152 103 62 73
is_linear=0
shrinkage=0.0301981


Tree=482
num_leaves=31
num_cat=0
split_feature=0 0 0 2 4 4 0 1 0 1 0 3 0 2 3 2 2 0 2 3 1 1 1 2 4 1 4 4 4 0
split_gain=3.12297 3.0277 2.23169 2.81896 4.04067 3.21758 2.30752 3.38415 2.25199 2.12189 2.631 2.57279 2.43499 2.28657 2.09507 3.39279 3.95029 1.9939 2.52668 2.66736 1.67177 1.6488 2.94122 2.45985 1.77702 2.95515 2.89581 2.1349 2.28892 2.84865
threshold=93.972365491700018 85.990333302400003 95.44832900530001 -0.14008999999999996 41.404176814550006 44.701063782750005 94.625660817400004 70.940344688150006 98.230883170350012 77.621163142300006 99.403050915200012 0.087700000000000014 100.69082235970002 -0.087660000000000002 0.094595000000000026 0.15915000000000004 -0.58319500000000002 97.32487278035002 -0.102645 0.076835000000000028 70.128430332750014 78.728807892050014 80.538140213850014 -0.016679999999999997 44.749265482150008 88.512107028750009 43.521589032450009 42.388109226950007 39.476991512000005 102.65877371115
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 6 -2 20 -8 14 11 -11 -10 -12 -13 17 16 -16 18 -4 -20 -5 23 -23 -14 25 26 27 28 29 -24
right_child=2 -3 8 4 -6 -7 7 -9 9 10 12 13 21 -15 15 -17 -18 -19 19 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-2.7490987220112736e-05 0.0012108182014881883 0.00042936552994461902 -0.0012098183991811806 -0.00022681343905153157 -0.0024897811737986308 -0.0022234894163802661 0.001842957676381799 -0.0011928850292193616 -0.0023130696613757372 -0.0032715374614212494 0.0010055645184771367 0.00036247764063603656 -0.00036352343837178926 -0.0014751696533883271 0.0010393688036084002 0.0016346817472307842 -0.0020434610836646415 0.0011633070111290089 -0.00074403048911578121 0.00089405336910868449 -0.0026473910955692086 -0.0015957761814893493 0.0010401609032746606 0.0018217208311376966 0.00041583927998195259 -0.0021811381853579755 -0.0022835033104628612 0.00104005903827365 -0.0011225132812846424 -0.0013857987708029095
leaf_weight=97.553837122162804 5.384086441248658 178.81246236315928 4.497159903869032 2.4481748193502444 6.1031831079162648 1.5227180009242145 3.4541667625308037 2.9727017041295767 4.0659310347400632 1.0842512687668193 9.2108509344980103 7.1360970009118319 4.6460010220762342 5.0179263111203891 2.6070410758256903 2.5718146637082091 5.9049903936684123 15.087666413746772 5.7110652998089853 17.824983779340982 2.5187916839495301 6.4645957439206532 7.3011221634224182 4.330549609847365 18.35783039429225 3.5923424534848882 2.5687060803174964 6.8124641971662632 8.5166352074593288 2.9598998404107988
leaf_count=1155 35 1042 39 14 180 83 15 54 115 15 51 44 42 65 11 21 69 63 37 74 45 108 43 27 267 513 73 36 133 164
internal_value=0.000131091 0.000268101 -9.07656e-05 -0.000674726 -0.00112015 0.000453669 -0.0003865 0.000438751 6.66301e-06 -0.000191937 -4.54911e-05 -0.000876722 1.29596e-06 -0.000396216 0.000343979 -0.000464897 -0.00109926 0.000551893 0.000222826 0.000496569 -0.00145431 -0.00013982 -0.000271599 0.000690702 -0.000100766 -0.000399456 -0.000172159 3.97749e-05 -0.000323124 0.000340367
internal_weight=447.04 276.366 170.674 24.4038 17.497 6.9068 11.3938 6.42687 146.27 92.0652 75.8452 16.22 74.761 12.154 54.2047 11.0838 8.51203 43.1209 28.0332 23.536 4.96697 65.5501 56.5736 8.97655 50.109 31.7512 28.1588 25.5901 18.7777 10.261
internal_count=4633 2197 2436 426 308 118 128 69 2010 1696 1472 224 1457 109 314 101 80 213 150 111 59 1406 1337 69 1229 962 449 376 340 207
is_linear=0
shrinkage=0.00208594


Tree=483
num_leaves=31
num_cat=0
split_feature=1 3 3 2 2 1 1 3 1 4 2 1 2 0 4 3 2 2 4 1 0 4 4 1 0 1 4 0 3 0
split_gain=0.410963 0.571407 0.700393 0.688285 0.794036 0.369305 0.45226 1.05428 0.819284 0.869705 0.991393 0.422746 2.10693 2.53822 1.72789 1.47902 1.27326 0.949884 0.912789 0.815878 1.24331 2.15896 3.97796 2.42597 2.01888 2.46236 1.67051 0.985916 3.36874 0.896156
threshold=89.89935142405001 0.078655000000000017 0.078385000000000024 -0.045684999999999996 -0.022394999999999998 89.541786492700012 87.313054702550019 -0.083149999999999988 86.751166953300014 49.292797572200008 -0.23265499999999997 81.573196594050017 -0.085550000000000001 106.56510337475001 42.670715716450012 0.095830000000000012 -0.092614999999999989 0.70681500000000008 44.749265482150008 80.538140213850014 98.230883170350012 40.00488309970001 41.404176814550006 73.448676123850007 101.80384402570002 76.279622535200005 33.361153777850006 97.491557184450016 0.091290000000000024 101.80384402570002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 6 8 -8 9 11 -11 17 14 -14 15 -13 -16 19 -15 20 27 23 29 -22 25 -24 -25 -1 -29 -23
right_child=1 -3 -4 4 -6 -7 7 -9 -10 10 -12 12 13 18 16 -17 -18 -19 -20 -21 21 22 24 26 -26 -27 -28 28 -30 -31
leaf_value=0.00044172638987749659 -0.035860584431039351 -0.033586163565688637 0.030338638342949614 0.034890879703613535 -0.033924658600061566 0.014883459005066949 0.0085778655119941229 -0.034837899725108361 0.019639337050423915 -0.002888357551283804 -0.035533981408706686 0.024973302606456253 -0.040140048730871847 -0.020552041123358677 -0.036206873778107232 -0.019316107413431823 0.023893991616637418 0.021650810898113652 0.019474079401598999 0.0084953504004986087 0.020037925304186202 0.0049016038009902282 -0.039340262896545311 0.011029260556988109 -0.04066243871606115 0.0051193457982519792 -0.038338502869991846 0.022954767713854192 -0.011123746432472405 0.026049529135335432
leaf_weight=267.91239352530101 0.75106803978269465 0.90308311541593855 0.52603215014096338 0.46805223170667887 0.29325690891710077 1.8920525173889462 1.1665727964136752 1.2414078463625617 2.3772969300625837 2.9116508970037103 1.5236968341050658 4.1867729204241186 3.1116725708125141 1.0040918758604678 1.4043794907629488 1.0054527758620677 0.51913551986217488 2.3202094957232466 1.5713780447840688 13.45908868126571 1.211214125156405 4.3516548275947589 1.8051865161396543 0.8661484500626101 2.5036589235533029 5.1920294854789972 4.943548776442185 7.9906127788126451 5.1160009559243917 4.2674786355346441
leaf_count=2725 159 376 8 4 65 29 18 91 31 34 142 84 93 49 71 37 5 38 9 110 6 31 46 26 54 41 141 38 47 25
internal_value=0.000332189 -0.0118728 -0.002253 -0.013589 0.00838308 0.000435992 0.00035652 -0.0138047 0.000456357 0.000321904 -0.0141033 0.000513038 -0.00533048 -0.0202101 0.00656181 0.0163968 -0.0199863 0.000745423 0.0038692 0.000593664 0.000246299 -0.00674004 -0.000758592 -0.0221773 -0.0153924 -0.00635063 -0.0309784 0.00087132 0.00965265 0.0153723
internal_weight=348.796 2.94149 2.03841 1.51238 0.761309 345.855 343.963 2.40798 341.555 339.177 4.43535 334.742 12.8029 5.68714 7.11574 5.19223 1.92352 321.939 2.57547 319.619 306.16 25.1409 18.12 7.02091 9.50087 6.99722 5.8097 281.019 13.1066 8.61913
internal_count=4633 612 236 228 69 4021 3992 109 3883 3852 176 3676 348 151 197 121 76 3328 58 3290 3180 370 197 173 141 87 167 2810 85 56
is_linear=0
shrinkage=0.0327912


Tree=484
num_leaves=31
num_cat=0
split_feature=1 0 0 3 4 3 2 3 1 0 1 4 0 0 2 1 0 0 3 2 3 3 3 3 4 4 4 2 2 3
split_gain=2.82957 2.49021 2.08414 1.77398 1.58886 2.02358 1.83178 2.59457 1.59414 2.43524 3.03942 1.93126 2.4034 2.42778 2.65309 1.83134 2.75723 2.53093 2.38135 2.07625 1.94319 2.64801 3.50282 2.88013 2.97995 2.73052 3.96079 2.59824 4.9778 2.35567
threshold=69.873026810350026 85.990333302400003 91.886121982450007 0.4149000000000001 38.238138001450004 -0.25843999999999995 -0.033594999999999993 -0.225495 70.077349628250019 94.165934477050016 71.830224329350003 39.427119987250002 95.217121606100008 96.082805124100005 -0.22573999999999997 87.313054702550019 110.27248713660002 110.98492854115001 -0.098985000000000004 -0.080234999999999987 0.079265000000000016 0.09117500000000002 0.08759500000000002 0.12001500000000002 39.198779702000003 42.055256506450007 42.498713093000006 -0.59496499999999986 -0.079369999999999996 0.084805000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 6 -6 7 -4 -7 -10 11 -11 -13 -14 -15 18 -17 -18 19 -12 -20 22 25 24 -23 29 -27 -26 -29 -22
right_child=2 -3 3 -5 5 8 -8 -9 9 10 15 12 13 14 -16 16 17 -19 20 -21 21 23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-8.7254633314302332e-06 -0.002285961837016539 0.00037795216780135422 0.00098443993166390199 -0.0021913312546907372 -0.0017220225641051371 -0.0013195156808378881 0.00016973018775071015 -0.0012609055609284967 0.001118938576952946 0.0012442475302607903 0.0015226095547614747 -0.001720203777460558 0.00083510954142854696 0.0011192821982670888 -0.0024274977984952827 -0.0020876740474463427 0.0016968133942107226 -0.00069826091144480236 -0.00053679311665796804 -0.00024548631716962737 7.0271544096245874e-05 0.00097505007201481543 0.0012584379221100416 0.0011732753550035455 0.00080949431261125406 0.0017920304534678046 -0.0001791898435744311 -0.0024319638465150131 -0.00029606343624222735 -0.0020669051230149185
leaf_weight=94.638695266330615 1.5624384046532203 176.00715478695929 2.24563421169296 1.424207781208678 2.3603743251878759 2.9706952683627597 9.4069063429487851 12.419625520356931 8.2031442243605834 1.6608226895332361 8.8464136226102692 7.4215942258015257 4.0591842383146286 1.1300659347325566 2.5113944495096803 3.2110000581014884 2.3476166618056595 5.3369716819724999 13.735496266279382 3.3966542221605627 4.5553745492361513 4.6184974722564283 16.49553089402616 4.9563821367919436 3.4166739173233571 6.0288423150777843 10.03927427344024 6.0951202218420901 11.912987138144659 3.2768146358430386
leaf_count=1148 65 951 55 43 68 25 178 327 75 9 54 207 31 9 50 163 26 345 239 30 32 30 74 42 18 21 99 82 93 44
internal_value=0.000121627 0.00024274 -7.62581e-05 -5.52168e-05 -3.65134e-05 4.26693e-05 -0.00049238 -0.000917085 7.32458e-05 0.000104295 3.77368e-05 -0.000723459 -0.000939565 -0.000187215 -0.00132681 0.000155731 -0.000591676 3.34265e-05 0.000239361 0.00103208 0.000125357 0.000252746 0.000577059 -0.000169869 -0.000425487 0.000106784 0.000560422 -0.000727398 -0.00101899 -0.000823876
internal_weight=436.292 270.646 165.646 164.083 162.659 138.587 24.0722 14.6653 136.227 133.256 125.053 16.7831 15.1222 7.70064 3.64146 108.27 10.8956 7.68459 97.3741 12.2431 85.131 71.3955 40.3958 30.9997 26.0433 23.9003 16.0681 21.4248 18.0081 7.83219
internal_count=4633 2099 2534 2469 2426 1866 560 382 1798 1773 1698 306 297 90 59 1392 534 371 858 84 774 535 270 265 223 196 120 193 175 76
is_linear=0
shrinkage=0.00192234


Tree=485
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 3 0 2 2 4 2 2 2 3 0 3 3 2 4 2 1 4 4 3 3 4 3 2 2 2
split_gain=0.395 1.27916 1.27016 1.87413 2.64061 2.0176 1.59436 1.83307 1.39611 1.50493 1.32776 4.65841 1.10183 1.66352 1.04061 1.71296 3.94706 2.5046 2.38254 1.02466 0.997964 2.10494 1.32146 1.22754 0.967925 1.33732 0.930875 0.897527 1.39046 0.946787
threshold=93.972365491700018 93.843319501450011 74.757955233350017 73.007768990450018 -0.17949499999999999 -0.22831499999999999 94.770837556450019 -0.14907499999999999 -0.079369999999999996 39.065416244600009 -0.070854999999999987 -0.095854999999999996 0.067985000000000018 0.086255000000000026 97.886760529650019 0.082535000000000011 -0.095119999999999996 -0.10434500000000001 40.00488309970001 -0.102645 78.196493182200015 39.955516828000007 41.362929270750008 0.090235000000000024 0.094385000000000011 47.74983977685001 0.089835000000000012 -0.61402999999999996 -0.59614999999999996 -0.50748499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 -2 7 -7 -9 -10 11 19 13 -12 15 16 -4 -17 -18 24 21 -16 -23 -24 25 -8 -19 -22 -29 -30
right_child=2 -3 14 4 -6 6 10 8 9 -11 12 -13 -14 -15 20 17 18 26 -20 -21 27 22 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.0007932806150851517 -0.033519381392740466 0.018144712179678463 0.025187841633691761 0.018852601035513585 -0.041721252079263402 0.015320760322054842 -0.033254379046593376 -0.037853003398043386 -0.02732642887791473 0.011403509134779609 0.036267069546772307 -0.037406189778265063 -0.0024535533933378209 0.0054158693279971653 -0.033024136878770455 -0.0093006487309630643 -0.0042598135742931559 0.035017416388545261 -0.052121655476665571 0.026195459647172223 -0.036920245243280039 0.0082635303431397716 0.00090698754925948018 -0.042362810267824035 0.01475569384579891 0.0097276118416596037 0.014447737737381259 0.026620540457107905 -0.035220721461276451 0.00096291802781695002
leaf_weight=220.4147598510026 2.3080214774236074 4.7673167739994815 2.947869119234384 1.049121394054964 3.2055461702402672 1.9740311969071624 1.588118969928469 3.045583964791148 2.2891607135534278 2.1246493021026254 3.2326990137808043 3.45405174372718 4.5815013088285923 4.7258507991209626 3.1197034611250265 3.5185986617580047 2.8195669446140545 4.2298259199596924 1.9203354786150155 2.4708378966897717 0.6740089213126329 5.5683656446635705 1.5381897216429936 1.3539445288479326 2.8922461136244237 1.5920530541334299 5.6361344195902348 2.3203856615000396 0.80842046176257909 45.303649806483008
leaf_count=2162 40 35 20 18 77 19 42 131 22 43 19 85 30 33 102 33 15 17 63 14 46 34 27 21 18 34 35 42 102 1254
internal_value=0.000337183 0.00116063 -0.00117906 -0.00597588 -0.0267849 -0.00353546 -0.00149832 -0.0130776 -0.0205929 -0.00868323 0.00295338 -0.00492828 0.0104939 0.0179474 0.00119905 0.00754403 -0.00492359 0.0147051 -0.0236507 0.00820259 -0.00100413 -0.00975569 -0.00117575 -0.0193496 0.000881372 -0.0117368 0.0232666 0.00105965 0.0015882 0.000328559
internal_weight=347.475 225.182 122.292 40.5335 4.25467 36.2788 33.9708 9.43343 7.45939 4.41381 24.5374 11.9973 12.5401 7.95855 81.759 21.0723 7.68777 13.3846 4.7399 8.54326 60.6867 11.5802 8.4605 2.89213 6.07242 3.18017 9.86596 49.1065 48.4325 46.1121
internal_count=4633 2197 2436 625 95 530 490 215 196 65 275 193 82 52 1811 183 98 85 78 108 1628 184 82 48 94 76 52 1444 1398 1356
is_linear=0
shrinkage=0.0331409


Tree=486
num_leaves=31
num_cat=0
split_feature=0 2 2 4 3 3 3 4 1 1 3 3 2 1 0 2 2 2 3 1 1 0 2 4 4 1 1 2 2 0
split_gain=0.381286 0.39834 0.625887 0.727322 0.453074 0.3553 2.16549 2.07979 2.04886 3.03618 1.9327 2.51925 1.67952 1.67735 2.0956 1.70315 2.16907 1.48622 1.32086 2.80936 2.89571 1.49012 2.87151 1.74128 1.40686 2.07407 1.26788 1.53397 1.23391 1.22009
threshold=113.1679565431 -0.013285 -0.088274999999999992 46.095286511800005 -0.24665999999999999 -0.098985000000000004 1.0000000180025095e-35 41.444941515100005 62.009286778800011 68.846035804500005 -0.23921499999999998 -0.24665999999999999 -0.040509999999999997 61.998532946250002 73.921844754800006 -0.036264999999999999 0.26056000000000007 -0.26416999999999996 0.080110000000000028 72.327589083450007 80.677940036650014 86.681267041950008 -0.10040499999999999 37.688226470200007 45.044778924400006 81.761388663200009 83.602982482550019 0.20852500000000004 -0.24150999999999997 99.755238930300024
decision_type=2 2 2 2 2 2 2 2 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 -7 -10 11 29 -13 14 -12 -15 -17 -16 19 21 -21 22 -8 -23 25 -22 -20 -28 -9 -1
right_child=1 -3 -4 -5 -6 6 18 28 9 -11 13 12 -14 15 17 16 -18 -19 26 20 24 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0033341869283831627 0.024073375939722506 -0.037311209658165069 0.015603155181118005 -0.042071515852561518 -0.036296175159915234 0.025613776511950608 0.024429633644632926 0.011317709388576166 -0.059120267717866895 -0.0028262642847075511 0.019772611585957112 -0.045728374809009396 0.0024230841609467627 0.02473315452580626 0.036214668052411955 -0.01844534121704151 0.024539519553914431 -0.045219567241769315 7.720480038822636e-05 -0.032320984331928496 0.016723509808220457 -0.0091395282079870417 -0.024813525173385476 0.027208441966835136 0.018488968611465359 -0.038125433311316716 -0.030695207882147364 0.031190848185599803 -0.044560031215448659 -0.028434110423479476
leaf_weight=25.230008369078867 0.51733667214284684 0.61744472113787097 1.0391682202753145 0.8477664312813431 0.22240278350363962 2.1174557358026487 3.0973827200941741 0.5839631234412076 1.4846474586520342 6.2231851376127452 1.7086762561230018 2.5712412341963504 1.3996199773391698 10.814461827394554 0.33139606099576058 3.2243164842948309 2.6974945031106472 1.8219540505669982 241.36377723875921 3.6594101489754385 1.6815637722611412 1.9185378644615401 2.8400208279490533 11.73545603873208 4.5812579195480794 1.7709890417754648 3.1172438059002157 0.59709237574134011 3.22489763435442 1.608987426268867
leaf_count=329 38 144 58 59 164 31 22 35 27 67 66 44 18 95 3 40 34 125 2231 129 6 12 24 153 106 117 268 15 95 78
internal_value=0.000322132 -0.0117469 -0.00573762 -0.0197071 0.00592326 0.000436816 -4.36171e-05 -0.0138049 -0.00520342 -0.0136694 0.00314697 -0.00246077 -0.0287563 0.0115347 -0.0094773 0.0163834 0.00113506 -0.032687 0.000635283 0.00747955 -0.00624046 0.0156684 0.000875298 0.0221011 0.00563925 -0.0114113 -0.000238398 -0.0207468 -0.035993 0.00142969
internal_weight=344.649 3.24412 2.62667 1.58751 0.739739 341.405 289.997 13.6341 9.82529 7.70783 51.4082 30.8099 3.97086 20.5983 3.86203 16.7363 5.92181 2.15335 276.363 31.2846 11.6932 19.5914 5.9374 13.654 8.03381 3.45255 245.078 3.71434 3.80886 26.839
internal_count=4633 463 319 261 202 4170 3338 255 125 94 832 469 62 363 194 169 74 128 3083 569 358 211 46 165 229 123 2514 283 130 407
is_linear=0
shrinkage=0.0353713


Tree=487
num_leaves=31
num_cat=0
split_feature=3 1 3 4 3 0 1 4 2 2 3 4 1 2 3 3 4 2 3 2 0 3 2 4 4 1 2 2 0 0
split_gain=0.342315 0.796428 0.959932 0.887193 0.580036 2.24263 4.72723 1.80751 1.52837 2.16144 1.00573 0.912229 0.78533 0.68409 2.20754 2.16917 2.39549 2.51152 2.08462 2.01049 1.576 1.48955 1.41883 1.75002 3.4214 2.06363 1.64545 2.61445 3.95831 2.43708
threshold=0.42293500000000012 62.079186690200011 0.43380000000000013 39.788107623550012 0.11636500000000001 86.692020874450009 61.966271448700006 41.11191809080001 0.053690000000000009 -0.11534 0.11296500000000002 42.546237522150008 67.254468591300011 -0.0025899999999999999 0.10249000000000003 0.094385000000000011 36.558960102350007 0.04932000000000001 -0.144095 0.075080000000000022 95.550490414250007 0.079470000000000027 -0.064729999999999996 42.243697547450004 42.686561923500008 62.111448187750007 -0.053874999999999999 -0.043559999999999995 95.44832900530001 93.972365491700018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 10 6 -6 8 9 -7 13 -9 -12 22 15 16 20 18 -18 21 -15 -19 -1 26 -25 -26 29 28 -28 -24
right_child=1 2 3 -5 5 7 -8 11 -10 -11 12 -13 -14 14 -16 -17 17 19 -20 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.00037678793064271275 0.02464823941832852 0.018121836108999548 0.0061560093495332084 -0.038837045258756045 0.00050502882456425523 0.0020462041327959034 -0.060264053117537117 0.031705071592531095 0.016509658290278704 -0.054609684659165367 0.032197302687592078 0.001131580942530323 0.0031728455152183811 0.03140357357520366 -0.032182881107538586 0.014832400331192748 0.013831407593512321 -0.015475098554663839 -0.04079490577214611 -0.01105257545898802 -0.021764548622129478 0.01709730663937354 0.029538176545876892 -0.055783483828034455 -0.034431544265276157 0.012352257865167936 -0.045878991731808427 0.010976600845995251 0.011850660967482973 -0.010532443007360686
leaf_weight=201.51369700166106 2.7082111090421668 2.0196314938366413 1.221479595784331 1.2825744897127149 4.9869492091238525 2.0672843775828378 2.884374831803143 3.44209642149508 1.982308204838773 1.7967839527555018 2.5049012564122668 2.3405259139835835 2.8393362692731898 3.7311178925447157 3.5980835785885565 9.4068985261983453 1.2396990000270305 2.6547596018062931 5.1002170537249176 20.231091995548923 1.011695495326421 8.1796422521001642 10.258391059935088 1.7460793628706586 1.7040241900831441 6.4058932269108482 3.2357986420392981 23.5021854723309 3.5620382414199412 2.7470094455638892
leaf_count=2903 12 9 28 16 38 18 41 32 21 31 16 22 29 28 53 80 63 63 153 365 78 44 50 36 20 116 24 181 21 42
internal_value=0.000310305 0.00844317 -0.00125838 -0.0168894 0.000134564 -0.00618911 -0.0217632 0.00435256 -0.0104619 -0.0242987 0.000525821 0.0193304 0.0167769 0.000245506 -0.00356957 -0.00157261 -0.00523399 -0.00844141 -0.0301133 -0.00401856 0.0200622 0.00911607 0.00107171 0.00656238 -0.00780716 0.00252223 0.00983278 0.00500763 -0.0156289 0.0210744
internal_weight=341.905 7.2319 4.52369 2.50405 334.673 19.5003 7.87132 11.629 5.84638 3.86407 315.173 5.78262 5.34424 309.828 55.1532 51.5551 42.1482 37.4054 6.33992 31.0655 4.74281 10.8344 254.675 53.1614 9.856 8.10992 43.3054 30.3 6.79784 13.0054
internal_count=4633 65 53 44 4568 203 79 124 70 49 4365 54 45 4320 927 874 794 688 216 472 106 107 3393 490 172 136 318 226 45 92
is_linear=0
shrinkage=0.0377832


Tree=488
num_leaves=31
num_cat=0
split_feature=4 3 2 0 4 4 4 0 0 1 1 2 2 0 4 0 2 0 0 2 2 2 2 0 1 1 2 2 1 4
split_gain=0.375667 0.9188 1.21322 0.747118 0.591814 1.34347 1.0493 0.471935 2.29448 1.96928 2.71291 1.76523 1.97565 2.021 1.7246 4.35901 3.61082 2.1052 2.08161 2.04309 2.70298 1.91257 5.01413 1.40788 1.3986 1.35507 1.29064 3.26622 1.28652 1.27368
threshold=32.724174661450007 0.088565000000000019 -0.10771499999999999 80.503190258150013 33.361153777850006 33.96174662340001 34.424709467050008 91.109157582800023 90.321439350550008 67.606656606400023 66.439865777750015 0.20852500000000004 0.13747000000000004 89.861713010250014 38.751720283100006 93.308316333500017 -0.054875 94.770837556450019 94.300357383600002 -0.101255 -0.102645 -0.011849999999999999 0.26597500000000007 95.217121606100008 69.999384342500022 66.52858489605002 -0.060989999999999996 -0.10771499999999999 61.944763783650011 37.995872310650007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -6 -7 8 11 10 -9 12 13 29 15 -11 17 -17 21 20 -19 26 -23 -20 -18 -10 27 -16 -14 -8
right_child=4 3 -4 -5 5 6 7 9 25 14 -12 -13 28 -15 18 16 24 19 23 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.040066350386865034 0.017075585928745304 0.0067603745436679071 0.02307782357099146 -0.056734433790336568 -0.035275239036243786 0.025515925219436509 0.012702188336963609 0.0014184048700173913 0.026251722350249182 -0.061239282472389946 -0.041099593857329315 0.021578979624074946 -0.0030749814298434422 -0.022659598988414457 0.024053147412732047 -0.052030315450412548 0.029791310325607584 -0.015449295939035245 -0.016721665685482827 -0.041192966957872529 0.047212536509230033 -0.051490909451897382 0.041133222734129532 0.00081507797564383307 0.0012973910731322398 -0.0037257603620587283 0.037466948053699808 -0.027820644616385913 -0.043746825985455526 0.00023674274270005862
leaf_weight=0.5990889213135232 2.8545455219864371 0.35789936850778736 1.318006106608663 0.8386154610052472 1.4345941356150422 2.2373955732036839 11.972189430613069 4.2426712522283179 7.6254961900413019 1.991359563544395 3.8973440383560956 5.2000679271295658 1.9536362991202612 4.9725402859039596 7.3304180320119485 2.3860317855142092 2.9808259084820721 3.3681009600550191 6.6835306009743354 2.1915330055053319 1.2882090519560736 1.8430158032570028 1.3861004784703252 85.071515240386361 10.708277768950209 2.7871111154090613 3.9514164072461435 2.1176620852202177 2.282922948943451 151.48545538482722
leaf_count=116 36 8 56 61 37 36 141 42 47 20 58 43 22 46 88 37 11 153 260 89 6 46 4 1455 152 23 22 18 27 1473
internal_value=0.000276907 -0.0124439 0.00334538 -0.037742 0.000394701 0.000251876 0.000405412 0.000235017 0.00144144 -0.00137094 -0.0189387 0.000458739 -0.000177323 0.000446834 -0.000298144 -0.00902656 -0.00449075 -0.0222698 0.00170827 -0.0119002 0.00188665 0.0136854 -0.0117319 -0.000462316 0.00750199 0.0182277 0.0198106 0.0124263 -0.0249915 0.00114975
internal_weight=339.358 3.11361 1.9171 1.19651 336.244 333.389 331.955 329.717 188.279 141.438 8.14002 177.867 172.667 168.43 133.298 24.9143 22.923 9.23387 108.384 6.84784 4.65631 16.6286 3.22912 91.755 13.6891 10.4126 13.3995 9.44808 4.23656 163.458
internal_count=4633 241 172 69 4392 4356 4319 4283 1822 2461 100 1752 1709 1660 2361 468 448 285 1893 248 159 178 50 1715 163 70 128 106 49 1614
is_linear=0
shrinkage=0.0367914


Tree=489
num_leaves=31
num_cat=0
split_feature=4 3 2 4 0 1 1 4 1 1 1 0 2 4 0 0 3 3 4 0 2 2 2 3 1 1 0 0 1 0
split_gain=0.339011 1.30488 1.27823 0.732329 0.710966 0.428771 1.76193 1.104 0.894709 0.89093 2.36532 2.13783 1.85132 1.29397 1.84786 1.34363 1.1866 1.13624 1.46157 2.60083 0.845213 1.18681 0.974426 1.38368 0.962724 0.825254 2.46316 1.04721 0.990843 0.779148
threshold=33.036871954450007 0.088565000000000019 -0.10771499999999999 33.361153777850006 80.503190258150013 69.873026810350026 70.077349628250019 37.041406607950009 70.128430332750014 74.757955233350017 72.62331947780001 94.75470680765001 -0.070854999999999987 40.300545846000013 94.165934477050016 94.770837556450019 0.093635000000000024 0.076130000000000017 41.444941515100005 95.550490414250007 0.053690000000000009 0.048475000000000011 -0.11692 0.094235000000000027 70.128430332750014 75.629015667650023 96.978061681550017 97.32487278035002 75.424692849750016 87.261973998100004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 29 -7 20 -9 10 12 -12 13 15 -15 -10 -14 -16 -19 -20 21 22 23 -8 -24 28 -27 -28 -11 -5
right_child=3 4 -4 5 -6 6 7 8 9 25 11 -13 16 14 17 -17 -18 18 19 -21 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.044645299717574027 0.023943070187099163 0.0068620412860472746 0.027602132030468084 -0.00046123367642441081 -0.06081473523876596 -0.033019470326561939 -0.04489711056439262 0.026618382067237361 -0.053652985932988853 0.0034710625410462044 0.011158449561004253 -0.053849158493594118 0.0030426872260060369 0.036191669159469378 -0.052371762312077214 -0.003286655859435762 0.033440895020161607 0.027478445531912098 -0.046757167476987299 0.0050282065718590422 -0.046150494445400959 0.033143524661213647 0.0044397005333374952 0.02164174526755169 -0.047871083607526753 -0.049252166469758725 0.035371063106569234 0.00045417539606954464 0.026457756973371518 0.0048149475387700945
leaf_weight=0.57579479979176573 2.2506345987785599 0.35698325792327512 1.5435353604698314 137.36153180751717 1.04094821641047 3.0028350707143536 0.76467967442295037 2.1457205850165328 2.1639442102750812 9.9971437962376495 1.2182913706637908 2.9983399515040219 9.0819715685211104 1.6401735980180081 1.0304868288803835 1.5615609893575308 2.9015924404375264 1.7433685138821582 2.6959297466091812 4.3255235557444394 1.3194060706300659 0.94134454708546389 0.83784777671098698 1.7832658599945714 2.1446450695657404 1.6947849932475936 1.5095697473734606 57.438004967276356 4.7308853713329873 73.616295759100467
leaf_count=121 18 8 57 1458 73 30 70 14 54 70 26 72 99 20 31 27 20 14 146 46 62 7 3 28 75 111 8 1286 42 537
internal_value=0.000282562 -0.0124975 0.00797343 0.00041759 -0.0435324 0.000257459 -0.00172117 -0.000915604 0.000161238 -0.000370653 -0.00623191 -0.0350668 -0.00175269 -0.0113608 -0.00446043 -0.0325417 0.010403 -0.0112674 -0.00643474 -0.0148551 -0.0159639 -0.00980968 -0.0171208 0.00167236 -0.0331758 0.00206818 -6.57926e-05 0.00134835 0.0108548 0.00137978
internal_weight=336.417 3.51726 2.11933 332.9 1.39793 330.649 119.671 116.668 108.877 106.732 31.3612 4.21663 27.1446 15.161 11.4355 3.72551 11.9836 9.79531 8.76482 7.02145 7.79119 6.47178 5.53044 2.54795 2.98249 75.3704 60.6424 58.9476 14.728 210.978
internal_count=4633 259 178 4374 81 4356 2361 2331 2086 2072 555 98 457 338 257 81 119 237 206 192 245 183 176 98 78 1517 1405 1294 112 1995
is_linear=0
shrinkage=0.0413819


Tree=490
num_leaves=31
num_cat=0
split_feature=4 0 4 4 0 0 4 0 1 2 0 3 3 2 3 2 4 3 0 1 4 1 0 4 4 3 4 4 3 1
split_gain=1.58033 2.79999 2.46696 2.44899 2.68663 2.50046 3.04369 2.71623 2.82981 3.29225 2.61348 2.42663 2.23771 2.4759 2.21681 2.12722 2.06381 1.96021 1.85536 2.81946 2.79631 2.78509 4.81016 2.56913 3.67265 3.24487 2.00426 1.89925 1.774 1.62042
threshold=42.783136484500005 102.75018128760001 42.982930821650008 42.684965421050009 86.866770652900016 101.61296349840002 42.154118731400011 89.057864029250013 61.917879202350001 -0.076544999999999988 94.300357383600002 0.090850000000000028 0.086255000000000026 -0.086139999999999994 0.096715000000000009 -0.025719999999999996 42.720329370750001 0.092895000000000019 85.121961326250016 58.309968391300011 39.476991512000005 64.369753017350021 88.350799540950007 42.123054668150012 38.171717059500004 0.093325000000000033 41.976795488650005 35.771221912400001 -0.222165 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 3 17 5 16 6 18 8 -8 -10 -9 12 28 -14 -7 -11 -5 -2 19 20 27 22 29 24 25 -21 -23 -1 -3 -20
right_child=2 11 -4 4 -6 14 7 10 9 15 -12 -13 13 -15 -16 -17 -18 -19 21 23 -22 26 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00088932844789958742 -0.0019523411407262328 0.0004149382694060141 -4.7640505770269691e-06 0.0020912018253241866 -0.00075789000879672528 0.0015380102258795772 0.00092857446312355973 0.0012602026673725231 -0.0025935902011554389 0.00027484980939110001 -0.00061515231600536445 -0.0022165274279101178 -0.0022809961673576486 0.0015128009804320339 -0.00038596371162536049 -0.0018922207152502646 5.8147681914275519e-05 -5.5989198717571853e-06 1.1408309240636357e-05 -0.0022316945558034733 0.0015440346565751409 1.0459750905772301e-05 0.0018767896648044535 0.0022864419968469602 -0.0023241185112153192 0.00080960893447985902 0.0012929730037299113 -0.0023445709677660047 -0.0018241361945554651 0.00055883759894051184
leaf_weight=1.3040261936839699 4.9310800472740066 2.2234001341275862 100.4351102540968 7.5076818466186506 2.5492357872426501 9.6382961515337211 2.4978060282301184 5.4815484285354596 5.4770736489444962 4.7547738933935753 6.6137911519035697 3.2290273200487709 0.84882300358731289 3.8004816356115043 3.2233731104060999 2.9672160260379314 2.7523028589785099 3.6162356112617999 32.724499821662903 2.0500238682143355 4.8691119733266532 116.61347264749929 9.4464850872755033 0.9421543478965767 5.7752303881570697 4.5681237205862999 5.131154427304863 1.6713482774794099 3.985826745920348 65.391026485711336
leaf_count=35 65 118 1506 60 22 53 31 23 58 26 68 218 46 71 31 34 21 27 162 111 64 890 53 3 137 28 29 49 295 299
internal_value=0.000115801 0.000187322 -9.29129e-05 0.000227891 0.00108735 0.000190078 0.000150064 -0.000480505 -0.00103165 -0.0014026 0.000234749 -0.000687992 -0.000233448 0.000820168 0.00105583 -0.000557859 0.00154582 -0.0011287 0.000220028 -0.000348705 0.000606692 0.000272559 0.000508036 -0.000910708 -0.00115376 -0.000132459 6.45137e-05 -0.00092724 -0.00102237 0.000376253
internal_weight=427.02 318.037 108.982 303.95 12.8092 291.141 278.279 27.7922 15.6969 13.1991 12.0953 14.0876 10.8585 4.6493 12.8617 7.72199 10.26 8.54732 250.487 21.18 7.84449 229.307 107.562 13.3355 12.3934 6.61815 121.745 2.97537 6.20923 98.1155
internal_count=4633 3035 1598 2287 103 2184 2100 240 149 118 91 748 530 117 84 60 81 92 1860 427 148 1433 514 279 276 139 919 84 413 461
is_linear=0
shrinkage=0.00200836


Tree=491
num_leaves=31
num_cat=0
split_feature=1 4 2 2 4 3 4 3 2 3 4 3 0 2 3 0 3 4 3 1 1 4 3 2 0 0 1 2 1 2
split_gain=0.477703 0.3394 0.876991 0.922278 0.829022 1.56162 1.19331 1.01809 0.951249 0.880065 0.707118 0.645953 0.895484 0.533166 0.525639 0.492422 1.38611 1.54031 1.39824 1.15885 2.08811 1.39455 1.54367 0.96396 0.943012 0.933621 0.741276 3.39738 1.96643 0.739045
threshold=54.884872733100003 49.064150740050003 -0.15734499999999998 -0.23353499999999996 47.927946529500012 -0.23921499999999998 46.095286511800005 0.074735000000000024 -0.22932499999999997 -0.15544999999999998 49.520520114700005 0.076130000000000017 96.324766355850002 -0.045684999999999996 0.08846500000000003 102.75018128760001 0.090850000000000028 44.749265482150008 0.089835000000000012 82.299080289250014 82.815264250350012 45.044778924400006 -0.225495 -0.17605999999999999 103.57284947555002 102.32271644485002 81.573196594050017 -0.11963999999999998 83.116371560950014 0.63131000000000015
decision_type=2 2 2 2 2 2 2 2 2 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 10 6 -6 15 8 -8 -7 -3 -11 -13 -4 -9 25 18 -18 19 24 -21 22 23 -22 -17 26 29 28 -28 -2
right_child=1 2 13 -5 5 9 7 14 -10 11 -12 12 -14 -15 -16 16 17 -19 -20 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.039571063508920333 0.00064482753545100108 -0.031363229961759373 -0.040507506483623848 0.011511676504497761 -0.016828693359672256 0.040943289421151274 -0.040946697460125719 -0.049015935740743165 0.011608766175565425 -0.0052253063376391075 0.0061545208311765522 0.035050344831177249 0.0019618159096304647 -0.0011197473047675551 -0.007426321793100845 -0.0016899066685255152 -0.042550658728419871 0.044625651727897751 0.032182906161584514 0.042326752705085555 0.036044427868134353 0.032055994058044032 -0.041501774018518379 -0.041029409976410337 -0.044149548137281183 0.018996340293895343 -0.039792963945587324 -0.046691950731184158 0.030314574309893243 0.024068810171427341
leaf_weight=0.44665581657318298 284.08872796560172 1.8487114696763458 1.5484491967945362 4.2022864926839247 2.4218363882973781 1.953467703424393 0.69734599057119373 1.6488657878362576 1.9263075003400434 2.274874558672308 1.2530401871772481 2.6120269969105721 2.2749761512968689 0.76250532513949831 0.622280575451441 1.3976642133202388 2.3605345398063942 0.34540304541587818 1.6438540712260863 1.5321503826417027 0.83014291591825895 0.90791364479809988 2.1244326928281247 0.34006715542636612 1.7529171894420867 4.1299949623644343 0.78826030157506499 2.5213243847247204 2.423247579135932 2.016648579388856
leaf_count=137 2786 31 184 71 24 10 48 53 26 31 20 18 33 39 19 23 236 1 25 17 30 9 435 57 75 30 61 52 17 35
internal_value=0.000277039 0.000330129 -0.00680936 -0.000259355 0.000540936 0.0106918 0.000168081 -0.0187207 -0.00236005 0.0180037 -0.0162069 0.0117467 0.0196471 -0.0275114 -0.0376206 0.000467097 -0.0068092 -0.0314229 -0.000483596 -0.00652718 0.00379384 -0.0102543 -0.0219139 0.0136465 -0.0253136 0.000792478 0.000534863 -0.013193 0.0131068 0.000809934
internal_weight=335.697 335.25 9.61499 7.30404 325.635 11.5372 314.098 4.8948 2.62365 9.11535 3.10175 7.16188 4.887 2.31095 2.27115 309.203 13.2351 2.70594 10.5291 8.88529 5.73471 4.20256 3.29464 1.17021 3.15058 295.968 291.838 5.73283 3.21151 286.105
internal_count=4633 4496 345 122 4151 116 4035 146 74 92 51 82 51 223 72 3889 908 237 671 646 548 531 522 87 98 2981 2951 130 78 2821
is_linear=0
shrinkage=0.0385571


Tree=492
num_leaves=31
num_cat=0
split_feature=1 0 0 3 4 3 3 4 3 2 2 2 2 2 3 3 3 2 2 3 4 0 0 2 4 4 4 4 3 2
split_gain=1.86152 3.18565 2.29289 2.37307 2.0949 1.62109 5.19742 3.24484 3.75487 3.00352 3.80094 6.24033 3.10228 3.46117 3.19662 7.5851 2.96878 2.57902 2.52392 2.77467 2.468 2.41863 2.36355 2.25656 2.03237 3.34258 1.98547 1.89283 1.6951 1.6096
threshold=70.182199495350019 85.732241321850012 94.625660817400004 -0.20885999999999996 44.578137159850009 0.08759500000000002 0.092895000000000019 41.489621506400006 0.10214000000000002 -0.22386500000000001 -0.102645 -0.08158 -0.075639999999999999 -0.064729999999999996 0.08376500000000002 0.08674500000000003 -0.041994999999999998 -0.016014999999999998 -0.072755 0.25799500000000009 38.983591653800012 89.711159354950013 89.576736448400013 -0.053874999999999999 41.319407281650008 41.808689985400001 40.574766824850009 42.498713093000006 0.085855000000000029 0.0027500000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 9 17 8 21 20 -11 22 -13 -14 16 -16 26 24 19 -10 -3 -8 28 -20 -7 -26 -15 -27 -12 -19
right_child=2 4 -4 -5 -6 6 7 -9 18 10 11 12 13 14 15 -17 -18 29 23 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=-0.00017636515125905297 0.00069348252936032883 -0.0022567316704618927 7.7208658706030791e-06 -0.0019683051363338167 -0.00083641150092341355 0.00040870154554770291 0.0019993775566038104 -7.6084790509356784e-05 -0.0013588556328509162 0.0016064010245902505 -0.0019772599350732041 0.001823829082039573 -0.0012898668501202454 0.0010368805977126112 -0.002390304752339509 0.0022273297165442069 0.0019340504316082273 -0.00060599013514823412 0.0019222423590433922 0.00078096918460111527 0.00023051475280781594 0.00055650485297593455 0.00057750104347502058 0.00028288968390866948 -0.0025687050246977305 0.00099892399084092502 -0.00074841681280186424 -0.00089916837294723158 -0.00017639485490092343 -0.0030354842153747178
leaf_weight=65.515127401333302 2.2841056976467371 2.9224725216627103 127.77458796270366 5.7314489139243943 6.6997763523831955 12.970948722213508 15.949303053319456 27.876148030161858 6.9868571385741252 19.798282511532307 6.68347120285034 12.706972178071736 4.3515268787741581 9.2485892400145477 4.2442820984870187 2.933559849858284 12.591755941510213 2.4896792434155932 6.2499348521232632 5.1203694269061089 5.8180605825036764 8.7854129485785943 4.7572495192289344 11.87125815451145 3.8159901276230803 4.1800444498658162 4.5231130048632613 6.6178861707448959 4.1196780055761337 2.85416354611516
leaf_count=993 24 22 2226 213 87 60 55 151 35 75 43 93 21 39 42 11 59 15 23 19 42 47 23 55 30 15 27 39 17 32
internal_value=0.000148351 0.000250428 -6.41484e-05 -0.0012098 0.000379183 0.000417879 0.0002426 0.000537592 0.000848836 0.000632155 0.000757559 0.000503544 0.000879627 0.000562998 0.000803382 -0.000503093 0.00115909 -0.000499517 0.000326741 -0.000453884 -0.000601118 0.00148689 -0.000719412 0.000848297 -0.000227514 -0.000792204 0.000450526 -0.000164388 -0.00129052 -0.00190359
internal_weight=418.472 282.682 135.79 8.01555 217.167 210.467 115.768 82.8393 54.9631 94.699 85.9585 66.1602 50.5998 37.8928 33.5413 7.17784 26.3635 32.9287 30.2284 12.1072 8.74053 24.7347 15.5604 18.1212 27.5849 14.6139 13.7717 10.7979 10.8031 5.34384
internal_count=4633 2170 2463 237 1177 1090 576 385 234 514 450 375 292 199 178 53 125 191 132 54 64 102 83 78 144 84 66 54 60 47
is_linear=0
shrinkage=0.00220822


Tree=493
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 2 4 4 1 1 1 0 2 3 1 4 3 4 3 0 2 4 4 3 2 0 2 1 0
split_gain=2.90968 5.00021 3.89247 4.00612 2.80715 2.21455 4.14892 3.23606 4.68775 2.92034 2.25785 2.21014 2.8275 2.34532 3.13906 2.03114 7.5086 4.11271 2.81708 6.02421 4.76177 3.89542 5.53877 3.58796 3.10009 2.47321 2.15769 3.31209 2.02707 2.02389
threshold=91.109157582800023 85.990333302400003 67.606656606400023 66.439865777750015 90.321439350550008 -0.059424999999999999 -0.016014999999999998 38.238138001450004 35.119813570500007 71.053259929650025 69.873026810350026 81.339300736700025 101.91675926715001 0.70681500000000008 0.10131500000000003 64.369753017350021 38.621016321050007 -0.16179999999999997 41.289992964000007 0.087795000000000026 87.261973998100004 -0.022394999999999998 41.808689985400001 43.564719632750005 0.092015000000000027 -0.064729999999999996 86.692020874450009 -0.071969999999999992 83.116371560950014 99.755238930300024
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 7 9 8 29 -7 -9 12 13 14 -8 18 -17 -18 20 23 24 22 -21 26 -3 -26 27 -20 -10 -4
right_child=2 4 5 -5 -6 6 11 10 28 -11 -12 -13 -14 -15 -16 16 17 -19 19 21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-3.9007616779775969e-05 3.0606800544689443e-05 -0.00028488377698949682 0.0008823713409414674 -0.0023062109601617174 0.0013188264129753364 0.001918990284009756 1.697439180643023e-05 0.00099245590593287055 -0.0024445930347706942 0.00047823557325390266 -9.9969625857649496e-05 -0.0009171077663936404 0.0012130807647226303 0.0016219439900394116 -0.0018030658286268086 0.00070129308691216905 0.00058093557576727759 -0.002583196141873479 0.0017467804575016066 -0.0017786241954483241 0.0017452644060912169 -0.0019882043787301956 0.00039680423915484112 -0.00092723672288807027 1.7098643661888459e-05 0.0015423293756157523 0.00039832390579023829 -0.00044469586542770102 0.00041612749214996631 -0.0021178088352591128
leaf_weight=101.18812920991331 5.6440058005973679 12.887963123619558 4.5970050115138275 5.6381999161094427 15.291474554222075 8.3355674538761395 27.8165104361251 7.9889527605846515 6.5957632306963205 15.405679276562294 81.277562062779907 8.5473148721503076 8.1661053209099901 2.8935359865427008 4.19243524596095 15.153121277689936 2.2153201671317229 5.501486237626521 17.701600521802902 5.6757750809192684 16.82276938855648 4.6882396340370169 21.715571366250515 4.0406613871455184 6.4665199145674732 11.109823659062384 12.914053417742251 3.1186057925224331 1.1130085026379672 1.0646917200647292
leaf_count=1155 42 55 23 60 70 30 207 53 157 162 1291 323 61 29 46 59 15 75 106 36 79 39 91 22 25 37 59 15 78 133
internal_value=0.000164074 0.000300159 -2.03367e-05 -0.0011372 0.000521144 5.04561e-05 0.000305702 -0.000136948 -0.00103656 0.000984086 -2.20244e-06 -6.32709e-06 0.000174425 -6.85887e-05 -0.000221409 0.000434024 -0.000100467 -0.00167485 0.000538375 0.000288197 0.000907948 -0.000336645 -5.39674e-05 0.000818832 0.000445571 0.000981181 0.00102797 0.00141852 -0.00203156 0.000318182
internal_weight=445.767 256.491 189.276 11.2822 155.303 177.994 75.3571 102.637 13.3705 23.7412 89.2665 51.6159 43.0686 34.9025 32.0089 140.012 22.8699 7.71681 117.142 69.8545 47.2871 32.0796 27.3913 37.7749 30.4643 17.5763 33.7343 20.8202 7.70877 5.6617
internal_count=4633 1938 2695 102 783 2593 858 1735 391 192 1344 666 343 282 253 713 149 90 564 368 196 166 127 202 117 62 180 121 235 156
is_linear=0
shrinkage=0.00196078


Tree=494
num_leaves=31
num_cat=0
split_feature=1 0 1 4 0 4 2 3 1 0 4 3 4 2 3 0 0 0 4 2 2 4 4 4 2 3 0 0 0 0
split_gain=2.24897 3.23035 2.35752 1.78695 4.13172 3.05667 3.6025 2.37681 2.22295 2.89972 2.89233 3.40343 2.41417 1.85075 3.7258 2.17832 3.41104 3.12618 2.79144 2.49995 3.16527 1.82395 1.63702 2.18034 1.55197 1.54834 1.40146 2.24657 1.33855 1.32511
threshold=70.348883899450016 85.990333302400003 70.74946416085001 41.873095646600007 85.823648898300021 41.257948413050009 0.17437500000000003 0.10876000000000002 61.076391807500009 85.121961326250016 35.771221912400001 -0.20885999999999996 40.767054867700004 -0.082654999999999992 0.10214000000000002 85.799452775150016 85.431134011250023 82.605564516150011 48.393869453650005 -0.087660000000000002 -0.105535 40.21994457600001 38.171717059500004 37.892416320650007 -0.084729999999999986 0.09721500000000001 85.732241321850012 68.257263473950005 71.249517373150013 96.631250582750013
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 7 6 8 13 10 22 -1 -12 21 15 26 16 17 18 25 20 -18 -11 23 -10 -7 -5 27 -15 -20 -4
right_child=2 -3 29 4 -6 24 -8 -9 9 12 11 -13 -14 14 -16 -17 19 -19 28 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0014723366567276441 -0.0021624057040383121 0.00038321450662755701 -0.00046724934055816504 -0.0022452820073265087 -0.002589795445537221 0.0015033273070038577 0.001384025381460925 -0.0025090426632970691 -0.0023353535622180422 -0.00066759814256025813 0.0017718308213882691 -0.0015404231756623377 -0.0017791180265471461 0.0013843220716544963 0.0017091430562296251 0.0018903567598111005 0.00031218011989984126 0.0014948164319128045 -0.00036362376147450816 0.00053200693726226077 -0.0026380067218966436 0.00080664885289174083 -0.0029761506112594271 0.0009133277807097756 0.0001565725749511393 0.0016927075007739955 0.00027467893043219363 -0.0024344209427063289 0.0011048175466369227 4.4022921155922034e-05
leaf_weight=5.2671612661797536 2.1513685686513773 189.6944376360625 24.814498517196625 2.9400284241419352 3.08765985071659 8.7967597153037769 5.6563506312668315 1.706450612284242 1.9029222785029587 6.3763112816959637 1.7684485102072356 4.2293089162558317 3.3920200318098059 0.70450625615194251 1.7640271522104738 2.5890738666057578 2.1567458547651768 7.246169561520218 4.8341752365231496 2.9339672401547414 4.5375366024672985 7.1632489934563637 2.8752311803400517 1.4734977670013905 5.648034314159303 0.46479637175798405 1.3800768479704855 5.1187886248808354 5.1575227081775665 113.96380568676977
leaf_count=80 91 1055 459 144 38 32 28 29 75 36 19 84 29 24 6 7 14 33 45 14 57 34 84 6 40 3 9 156 22 1880
internal_value=0.000128191 0.000228909 -7.96828e-05 -6.04118e-05 -0.000348636 0.000185924 -9.89088e-05 -0.000189681 -0.000342405 -0.000697432 0.000388241 -0.0005638 -0.000266566 -9.50573e-05 -0.000902376 0.000125258 -2.57112e-05 0.000433934 -0.000139897 -0.00101118 -0.00168752 0.000112368 -0.00186436 -0.000917602 0.000976735 -0.0017077 -0.00154191 -0.00197243 0.000394357 -4.7396e-05
internal_weight=431.795 290.865 140.93 101.171 46.6215 54.5493 40.1045 43.5339 34.4482 23.1832 11.2649 5.99776 16.9316 41.8274 8.9674 32.86 30.2709 20.6427 13.3965 9.62825 6.69428 13.5396 6.25165 3.37642 14.4448 3.40482 7.20337 5.82329 9.9917 138.778
internal_count=4633 2203 2430 1148 601 547 475 563 447 264 183 103 99 534 195 339 332 247 214 85 71 70 165 81 72 147 189 180 67 2339
is_linear=0
shrinkage=0.00200494


Tree=495
num_leaves=31
num_cat=0
split_feature=1 0 1 4 0 0 2 1 0 3 3 3 2 2 3 0 3 3 2 2 2 2 3 1 0 3 1 2 1 3
split_gain=2.60897 3.29773 2.30065 2.6604 2.42143 4.99615 1.90173 4.12041 2.48198 1.94045 1.76998 1.81002 1.57544 3.26241 2.82411 3.79631 3.04807 6.3307 2.43393 3.02095 2.21299 3.68907 2.54908 1.91673 2.56966 1.75847 1.73934 1.66096 1.81386 2.88911
threshold=69.999384342500022 85.705356740550016 61.917879202350001 40.408647214050006 85.431134011250023 85.121961326250016 -0.088039999999999993 64.294476189700006 85.619326080400015 0.085520000000000027 0.4149000000000001 -0.26804999999999995 -0.059424999999999999 -0.068964999999999985 -0.21029499999999998 95.217121606100008 0.090465000000000031 0.092895000000000019 -0.18437499999999998 -0.091639999999999985 -0.016014999999999998 0.048475000000000011 -0.222165 81.573196594050017 107.30980627685001 0.12001500000000002 71.053259929650025 0.067985000000000018 76.621056717750008 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 9 -8 11 -2 13 14 18 16 -16 -18 -13 -20 26 -22 -23 27 -25 -17 -14 -24 -29 -30
right_child=10 -3 3 6 -6 -7 8 -9 -10 -11 -12 12 20 -15 15 25 17 -19 19 -21 21 22 23 24 -26 -27 -28 28 29 -31
leaf_value=-7.198728190269242e-05 -0.0016430738834959169 0.00035950421275350624 -0.0023216699239287002 -0.0021753440144675002 -0.0018615876980964576 0.0017049009658283022 0.00014174499557448835 0.00075894581940301453 0.00080120490238261364 -0.0021940973637583844 -0.002151517418023332 0.0016053829655912713 0.0016517348076818465 -0.0019501502359060535 -0.00215288090008972 -0.00010956086466014092 0.0013593627160439188 -0.002369803874121495 -0.0023569989093254226 0.001016185068451636 -0.0017463741188121977 -0.0018946744370709045 0.0011433953767312982 -0.0023180621298046909 0.0004501870315081372 0.0012803439062447034 0.00040107840613445682 -0.00048025033951886906 -0.00042246849139769289 0.0015374145403803444
leaf_weight=31.775125219370238 2.4599604818504295 211.96214332943782 2.8346958709880736 4.7429133923724338 2.046017348766326 6.8283054344356051 2.7811784204095567 2.6492174174636602 7.1690245009958744 2.3144070245325565 1.4223807117668901 5.9899788518669084 5.3263460714370039 3.512910548830404 5.9135386580601317 61.893026946811005 3.6626150980591774 2.8949162270873785 1.545034480863251 2.4202250874368456 4.0301713529042891 2.0271995868533841 8.8914813324809092 2.2006220477633169 2.5961336814216338 3.4113339965988407 15.281976639060302 8.6980154106859136 4.7703491395805013 6.0721349441446364
leaf_count=521 102 1142 83 138 14 23 37 78 31 48 44 46 23 61 262 1060 18 58 43 18 127 46 40 58 130 25 164 91 70 32
internal_value=0.000136701 0.000246884 -0.000131178 -0.000614814 0.000136419 0.000242315 -0.000368668 -0.00112374 8.64309e-05 -0.000919191 -5.88322e-05 -3.94531e-05 -1.33522e-05 -0.000169248 -9.79374e-05 -0.000218913 -0.00117173 -0.000286931 0.000847188 -0.000298151 0.000224141 -3.8237e-05 0.000157023 0.000282192 -0.000819811 -3.69558e-05 0.000724318 0.000468111 0.000160837 0.000675128
internal_weight=430.123 275.103 63.1409 22.4914 40.6494 38.6034 19.6567 7.39213 12.2646 5.09559 155.02 153.598 151.138 91.2436 87.7307 77.7754 12.4711 6.55753 9.95524 3.96526 59.8944 39.2861 35.2559 33.2287 4.79676 65.3044 20.6083 28.432 19.5405 10.8425
internal_count=4633 2115 973 415 558 544 332 216 116 85 2518 2474 2372 1591 1530 1423 338 76 107 61 781 594 467 421 188 1085 187 233 193 102
is_linear=0
shrinkage=0.00188464


Tree=496
num_leaves=31
num_cat=0
split_feature=1 3 3 2 2 0 0 3 3 3 3 2 0 4 2 4 3 4 3 3 1 4 3 0 2 3 3 4 2 4
split_gain=0.364528 0.499866 0.624524 0.598545 0.672054 0.381683 1.22097 0.89916 1.24422 1.3889 1.78881 1.26083 2.14383 2.1777 1.88209 2.59131 1.17328 1.00868 0.824972 1.14538 1.4796 1.36026 1.18715 1.51502 1.12157 1.65465 1.86357 0.917588 0.770719 1.47185
threshold=89.89935142405001 0.078655000000000017 0.078385000000000024 -0.045684999999999996 -0.022394999999999998 85.732241321850012 85.769879735700016 0.11768500000000003 0.10176000000000003 0.083395000000000011 0.08326500000000002 -0.088039999999999993 85.216057360850016 42.206017975500011 -0.082275000000000001 41.685324604100011 0.092185000000000031 39.788107623550012 -0.15544999999999998 -0.04931 62.009286778800011 41.404176814550006 -0.08138999999999999 75.994645973400011 -0.23353499999999996 -0.23921499999999998 -0.54009999999999991 42.546237522150008 -0.105535 41.808689985400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 7 -7 8 9 10 18 12 13 -11 -13 16 -16 -10 24 21 27 22 23 -20 25 26 -1 -21 -26 -30
right_child=1 -3 -4 4 -6 6 -8 -9 17 11 -12 14 -14 -15 15 -17 -18 -19 19 20 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=0.0082957386764649695 -0.038419241989296284 -0.03632921331412927 0.031921128486757683 0.037009413243493612 -0.036661467859675792 0.019633478554819891 0.00074826989358338716 -0.024300977386615213 -0.0003603870676310281 -0.028283552176342423 0.041128301292023092 0.018651444313127589 -0.049359803076680232 0.024631351883417935 -0.01792063562952623 -0.045454747543356371 0.019603093858251933 0.025071993872996145 -0.036099470574436583 -0.0071956058001687775 -0.026277384021766811 -0.040510969020765307 -0.048479703474768605 0.034348710398226609 0.02408428665581893 0.027867562932286226 -0.045064139406649793 0.022343591054288507 0.015877985848304431 -0.042466403410431994
leaf_weight=1.521781478077173 0.68339776590437384 0.79479094916678139 0.48800001654308278 0.4119533421471715 0.25286431706626844 4.3996545970439902 281.35941235082282 2.2451862287707618 4.1831044331192961 2.5566798495128777 1.364013586193322 3.2154348930343986 2.5470195785164833 1.6000708481296895 2.0082768574357015 2.2525660428218544 2.2199462833814323 3.7354894494637847 0.56579043995589096 2.2152778794988999 1.838036215631291 2.3091714283218607 0.53363335458561811 1.2174596586264668 4.3627036518300883 1.2060515948105601 1.8171498686424459 3.3323319042101502 2.0232505580643214 0.74991429428337131
leaf_count=29 159 376 8 4 65 18 3003 32 29 55 5 16 41 67 32 56 20 29 116 27 45 131 9 11 56 11 57 26 34 66
internal_value=0.000427652 -0.0127618 -0.00256089 -0.015042 0.00898859 0.000530508 0.00103903 -0.00228458 -0.00128345 -0.00375138 0.00151618 -0.0117994 -0.0236614 -0.00791486 -0.00359821 -0.0146374 0.00178047 0.011637 -0.000764342 -0.00731008 0.00138339 -0.0211895 -0.00193232 0.0119969 0.0059668 -0.00784475 -0.0207444 0.010548 0.0147637 0.0001006
internal_weight=340.01 2.63101 1.83622 1.34822 0.664818 337.379 285.759 51.6203 49.3752 41.4566 25.0566 16.4 6.70377 4.15675 9.69622 6.48079 4.22822 7.91859 23.6926 12.0117 7.38565 4.62605 2.31688 1.78325 11.6809 4.54498 3.33893 5.54761 7.13587 2.77316
internal_count=4633 612 236 228 69 4021 3021 1000 968 910 623 287 163 122 124 108 52 58 618 365 98 267 136 127 253 97 86 53 156 100
is_linear=0
shrinkage=0.0355722


Tree=497
num_leaves=31
num_cat=0
split_feature=0 3 3 3 2 0 0 1 4 3 1 2 2 2 4 2 4 4 4 3 3 0 3 0 3 2 0 3 3 2
split_gain=0.345375 0.358115 0.447588 0.410224 0.442426 0.576263 0.340098 2.2704 1.43244 0.945154 0.770607 1.53623 1.68661 1.33116 0.633902 0.922181 0.608707 0.856144 1.27826 0.993617 1.1254 1.00344 1.00064 0.960902 1.30032 1.14981 0.873253 0.950428 1.03038 0.696405
threshold=113.1679565431 0.078655000000000017 0.078385000000000024 -0.15544999999999998 -0.16262999999999997 119.82189041595002 109.03310793845002 82.299080289250014 44.749265482150008 -0.17949499999999999 83.75622459600001 -0.15962499999999999 0.20852500000000004 -0.24023999999999998 49.292797572200008 -0.23265499999999997 48.823707093150006 44.578137159850009 44.749265482150008 0.092185000000000031 -0.25420999999999999 71.144667506050013 -0.245505 105.7585659356 0.080375000000000016 0.048475000000000011 75.381677519650012 -0.25420999999999999 -0.25587999999999994 -0.098419999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 -2 -6 10 -8 9 -9 14 13 -13 -12 16 -16 17 26 -19 20 -20 -22 -23 24 -24 29 27 28 -1 -26
right_child=1 -3 -4 -5 5 -7 7 8 -10 -11 11 12 -14 -15 15 -17 -18 18 19 -21 21 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.036183915157849182 0.027364214312613929 -0.036421480043973685 0.035861576039383489 -0.039105921300633666 -0.042842611836449017 0.0088356972421751619 -0.045393038368612901 0.022200738786841742 0.034190122414547844 -0.036989187477832398 -0.038661137583154287 -0.039162384394694744 0.027320798709364203 0.028657899697097432 -0.0017975197311283766 -0.038725173339084179 0.011278550833193509 -0.044519743985197799 -0.040342826091905766 -0.042150226481559784 0.038676843664433067 0.027751382733495738 -0.028978538003796694 0.016271447647415165 -0.0041623941437458961 -0.041594991288839624 0.0011160278480170298 -0.037070812606516963 0.040938132158430604 0.024290384570699389
leaf_weight=0.37488891501561739 0.45148016675375413 0.59309756027505489 0.28963864501565684 0.50653848457295647 0.4955956752819477 0.60592077660840005 0.79759973078034718 0.6280962415039536 2.8823326444253325 0.74527781044889718 0.49490065115969617 2.78325320026488 0.5831051351269706 1.4836476397467775 2.6663678428158168 1.2572772949351918 6.7828263519331804 1.1010182396275912 0.92480845109093657 0.84717340208590108 0.80497584358090435 1.2512811692431522 3.2001538436743449 2.0147895812988272 3.0478284885175464 0.74228444544132788 295.73473840212682 1.5494407541700628 0.52591693529393557 1.6891742935404241
leaf_count=117 32 253 2 110 28 38 26 20 34 167 56 177 20 21 30 132 62 31 36 22 10 8 105 16 139 28 2669 231 4 9
internal_value=0.00038307 -0.0117419 -0.00551097 -0.0113293 -0.00226947 -0.0144155 0.000489589 0.00964098 0.0199554 -0.00991938 0.000349394 -0.0130373 -0.0276465 0.0118192 0.000569879 -0.0136305 0.000743674 0.000515967 -0.00759494 -0.00479549 -0.00248139 0.000264742 -0.00232375 -0.00584269 -0.0109761 -0.0004619 0.00094094 -0.0201914 0.0088422 0.00598362
internal_weight=337.855 2.94227 2.34917 2.05954 1.553 1.10152 334.913 5.05331 4.25571 1.37337 329.86 5.34491 3.36636 1.97855 324.515 3.92365 320.591 313.808 15.6235 14.5225 13.6753 12.7505 11.9455 10.6942 8.67944 5.47929 298.185 2.45025 0.900806 4.737
internal_count=4633 463 210 208 98 66 4170 247 221 187 3923 274 197 77 3649 162 3487 3425 404 373 351 315 305 297 281 176 3021 352 121 148
is_linear=0
shrinkage=0.0355447


Tree=498
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 2 1 2 0 0 1 0 4 3 2 2 4 4 2 2 3 0 3 3 2 2 4 1 4 2
split_gain=2.31366 3.42214 2.29066 1.97089 2.61467 2.35733 2.27418 2.52544 2.49596 2.30323 1.92392 2.7617 2.885 4.09591 2.30331 4.16862 1.87782 1.8603 1.7968 2.43602 1.78225 2.78282 1.73982 5.41708 6.68738 5.18443 4.54771 3.4674 3.13371 2.7974
threshold=70.182199495350019 94.625660817400004 -0.08725999999999999 -0.051199999999999996 -0.068964999999999985 -0.057599999999999998 81.339300736700025 -0.043559999999999995 101.91675926715001 100.53758024625002 75.28220456885002 100.19345760555002 40.767054867700004 0.093955000000000025 -0.095854999999999996 -0.079369999999999996 40.300545846000013 42.081757894750005 -0.102645 -0.11692 0.10214000000000002 107.30980627685001 0.092895000000000019 0.087795000000000026 -0.051199999999999996 -0.22386500000000001 39.427119987250002 61.821094709650005 35.374259656300005 -0.11534
decision_type=2 2 2 2 2 2 2 2 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 16 4 10 -6 8 -8 9 17 14 12 13 -12 18 -16 -2 -5 19 -3 21 -9 23 25 -25 28 -24 -28 -1 -27
right_child=1 3 -4 6 5 -7 7 20 -10 -11 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 26 24 -26 29 27 -29 -30 -31
leaf_value=-0.0026160824873970407 -0.0025271604791344384 -2.5389685232756079e-05 -0.0021564158807901839 0.00069106129003744076 -0.0025952534131567914 -0.00011279441970430341 0.0019655925231028188 -0.0021948654241844413 0.0012346070311717021 -0.00097278830043411751 0.00058058346141559754 -0.00022870395394966936 0.0010878765280733472 -0.0023214053516089112 -0.0022185918230008123 0.0002343737719606965 0.00030865108527148482 -0.00045669098343517384 0.0012359620259659754 -0.0022952673364379848 0.0012631991770303021 -4.8309967098937432e-05 0.00097222526255318737 -0.00012687627612266737 -0.0020779686276983463 0.0010445013553534227 -0.0014408398946739892 0.00025054854654725181 -0.00028001392112154548 0.00030702718194297585
leaf_weight=2.1479738214984563 1.0108033549040554 10.685095905326305 4.2363585254643095 20.649110440164812 2.7809862440917641 2.4620719165541223 1.2780421534553159 4.0861667626304534 11.026924690231679 4.7466174764558664 5.4873871058225658 33.671515235502739 14.754304305301046 2.3808303102850914 5.7504511405713856 4.0177173148840648 3.7720732223242521 6.2895547309890381 2.9403239879757193 1.9013370787724841 1.2410898702219118 4.1619644365273416 33.383960783481598 31.081717719789594 7.4312292588874689 21.949072029441595 4.4104108563624314 66.959073444828391 22.450340454466641 87.810233953176066
leaf_count=85 22 178 114 116 63 19 8 94 75 38 35 916 79 37 101 33 101 56 17 52 36 273 145 206 79 142 43 350 426 694
internal_value=0.000121672 -6.37844e-05 -0.00116701 7.13117e-06 -0.000164726 -0.00142952 0.000286167 -0.00047271 0.000477472 0.000213978 -8.34479e-05 0.000106744 0.000606028 -0.000297524 -0.000506722 -0.00120967 -0.000290664 0.000423088 -6.44848e-05 -0.000368283 -0.00080111 -0.00111172 0.000221427 0.000107565 -0.000503347 0.000282681 0.000409328 0.000146026 -0.000484004 0.000454503
internal_weight=426.955 149.331 9.01924 140.311 86.832 5.24306 53.4795 10.7673 42.7122 31.6853 81.589 56.294 22.6225 7.86822 25.2949 9.76817 4.78288 26.9387 15.5268 12.5864 9.48922 8.24813 277.624 172.871 38.5129 134.358 104.753 71.3695 24.5983 109.759
internal_count=4633 2463 237 2226 1530 82 696 411 285 210 1448 1067 151 72 381 134 123 172 247 230 403 367 2170 1632 285 1347 538 393 511 836
is_linear=0
shrinkage=0.00184769


Tree=499
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 3 0 4 3 4 3 0 0 1 0 0 1 1 0 2 2 3 2 2 3 3 2 2 2 1
split_gain=2.29127 4.1809 3.76089 6.6085 5.36993 5.71001 3.75777 3.51757 5.04902 3.24534 3.99768 2.9309 5.13982 3.12005 2.70872 2.60787 3.69632 3.18296 2.19404 2.06026 1.86653 1.8296 1.82905 1.80141 1.96306 1.65367 1.74073 3.02013 2.98957 2.09743
threshold=66.859265246100009 86.09518316945001 91.886121982450007 90.321439350550008 65.571493801650021 0.10087500000000002 86.103248543850015 41.289992964000007 0.087795000000000026 43.182896969600009 0.092895000000000019 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 87.261973998100004 62.057679025150001 64.630533455950015 86.780739992750014 -0.063379999999999992 -0.090369999999999992 0.083395000000000011 -0.087660000000000002 -0.071969999999999992 0.079395000000000021 0.25799500000000009 -0.059424999999999999 -0.016014999999999998 -0.068964999999999985 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=1 -1 3 4 6 -6 -3 15 18 10 22 12 13 -2 -15 16 19 -17 23 -8 -18 -20 -10 24 -9 26 28 -28 29 -13
right_child=11 2 -4 -5 5 -7 7 8 9 -11 -12 25 -14 14 -16 17 20 -19 21 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-5.2694553993377845e-05 0.0023012252170891961 0.0023684862205699542 -0.0016134728851889919 0.0018856107036354169 -0.003001954783735928 0.00073125726116468853 -0.0001626386025045536 3.602667383591452e-05 -0.00072587177787996888 0.001078517779527701 -0.00018455642558325334 -0.002940233582984376 -0.0025273838832643404 -0.00326634262830286 0.00094134378136026401 0.0019070550577324568 0.00019955734526310356 0.00023308581840659787 0.00086520473088085308 0.0013992751480425203 -0.0018085111313522952 -0.00073869546204856633 -0.0026815049543270409 -0.00032074755077136192 0.0018414389990520411 -0.0017837910991444386 0.000978146757079332 1.1254174143444747e-05 -0.0021325618041419425 -2.1876521481404125e-05
leaf_weight=100.57213953719474 2.2669594883918744 4.8104398250579825 3.6917979698628178 15.508930049836634 4.1907902322709552 3.3740214705467224 5.471214301884177 3.5308260768651918 3.4854484274983406 4.7830194160342208 15.722879752516745 1.1377790058031667 5.6252264543436468 1.3374083116650584 1.4599293801002202 16.219189822673801 4.386368740350008 7.6152985319495192 6.0933816730976087 13.025388196110727 4.0724747702479345 6.9405045881867409 5.8336470127105766 3.1764314323663774 12.386603310704229 2.2564941747841649 21.5700710976962 46.532055858697277 3.2849778941599643 89.717814380055643
leaf_count=1173 7 22 40 63 31 14 22 16 15 17 81 20 76 37 24 79 19 37 28 46 21 39 44 14 82 51 188 648 65 1614
internal_value=0.000148201 0.000281622 0.000514599 0.000570466 0.000407448 -0.00133689 0.0005197 0.000440817 9.9213e-05 -0.000533651 -0.000841575 -3.83054e-05 -0.00112208 0.000438885 -0.00107035 0.0008575 0.000402386 0.00137221 0.000686716 0.000937268 -0.000767219 1.11328e-05 -0.00195008 0.00114788 0.00144096 3.21205e-05 5.73764e-05 0.000317499 -0.000130799 -5.84229e-05
internal_weight=420.08 244.891 144.319 140.627 125.118 7.56481 117.553 112.743 61.9527 29.825 25.042 175.189 10.6895 5.0643 2.79734 50.7899 26.9554 23.8345 32.1277 18.4966 8.45884 13.0339 9.3191 19.0939 15.9174 164.499 162.243 68.1021 94.1406 90.8556
internal_count=4633 1903 730 690 627 45 582 560 336 157 140 2730 144 68 61 224 108 116 179 68 40 67 59 112 98 2586 2535 836 1699 1634
is_linear=0
shrinkage=0.00213593


Tree=500
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 4 4 1 4 3 3 1 0 2 4 1 2 4 4 3 1 3 3 4 0 4 4 2 2
split_gain=0.469337 0.767068 0.844495 1.39278 1.65748 2.10363 1.34362 0.88024 1.51545 0.440077 0.818113 1.27648 1.02808 1.08197 0.637583 2.03201 1.74031 1.85234 1.67847 2.1336 2.35277 2.09161 2.97736 1.33414 1.08305 1.06267 1.09212 2.53466 2.38072 2.63496
threshold=-0.69416999999999995 -0.63026499999999996 -0.59614999999999996 -0.51760499999999998 -0.58319500000000002 75.629015667650023 49.520520114700005 39.955516828000007 78.290589216800015 49.064150740050003 0.079745000000000024 0.079205000000000012 55.855406118200008 110.27248713660002 -0.11534 40.986363433950011 83.116371560950014 -0.124155 44.202975721700007 47.927946529500012 -0.245505 77.209829048350016 -0.15544999999999998 0.18642000000000006 48.393869453650005 84.226704768850013 41.489621506400006 41.542492784600007 -0.088274999999999992 -0.084729999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 8 -3 14 11 12 -11 -14 15 16 17 23 21 20 -20 -17 -23 -5 -21 -16 -27 -28 -29 -30
right_child=1 2 3 9 6 -7 -8 -9 -10 10 -12 -13 13 -15 25 18 -18 -19 19 24 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=0.022843736078811176 -0.01954386040473342 -0.046274444136418472 0.021756934381626295 -0.015212057236003437 -0.042542537239599269 -0.039961313759612205 0.023403680478740446 0.021493656917999759 0.025356997268194809 0.0098770260064315989 -0.040366991951016319 0.03366789001432683 -0.031753208662474976 0.0077566585436969404 -0.012925614427887342 0.016827239807685114 0.028813738755468117 0.010086507937963512 0.014178470652780191 0.0299738592309047 -0.037160736644391554 0.038691438979068016 -0.040865563460760229 0.017538795948621101 0.0012282006814750483 0.0026086483371551544 -0.036539316479856185 -0.01137621138171716 0.017729920692539695 -0.0011109206413150534
leaf_weight=1.221269818721338 2.5210679559968403 0.76429242466110625 2.2844906281679873 17.181015956040948 2.980929547178675 1.0601896870721246 0.4688248075544833 4.7002610664931126 0.78505598435731372 2.3329620603471977 0.88954892003675912 1.0377383161103351 3.0384440860943869 1.296665262780152 8.1380433244339638 26.481990352505822 1.9901685505756166 6.6646675975061944 1.7655335509916756 2.4328591963276249 3.4726695360150188 0.90081713884137604 1.9564079244155426 1.8019776279106725 5.854118537157774 129.59758786964449 2.7697978724027044 24.129488555714488 11.394155472167766 66.764086621289607
leaf_count=19 53 17 12 393 161 75 4 43 25 23 49 23 196 46 261 195 118 40 34 26 178 7 134 11 60 1236 26 284 65 819
internal_value=0.000436386 0.000355293 0.000505074 0.000254352 -0.01597 0.00219361 -0.0335804 0.0136913 -0.00997874 0.000596814 -0.00748657 -0.0036909 -0.00950497 -0.0199355 0.000818584 0.00385001 -0.00380589 -0.00633706 0.00878633 -0.00176724 -0.0198569 0.0136515 -0.0157831 -0.0121032 0.00966724 -6.168e-05 0.000384452 -0.00235929 -0.00143374 0.00163576
internal_weight=338.677 337.456 334.935 328.685 6.79443 3.34468 3.44975 6.24961 1.54935 321.891 8.59536 7.70581 6.66807 4.33511 313.295 70.5022 27.6378 25.6477 42.8644 13.5252 5.2382 29.3392 2.85723 18.983 8.28698 242.793 234.655 105.058 102.288 78.1582
internal_count=4633 4614 4561 4476 252 87 165 85 42 4224 337 288 265 242 3887 1196 562 444 634 298 212 336 141 404 86 2691 2430 1194 1168 884
is_linear=0
shrinkage=0.0362108


Tree=501
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 3 0 4 3 0 0 4 3 0 0 0 1 1 1 3 2 0 0 1 3 0 0 0 0 1
split_gain=2.68505 3.04878 2.00811 1.66828 2.59073 2.02154 3.69568 1.94613 1.77422 1.76603 4.25915 1.52142 1.77904 1.63679 2.31638 1.68906 2.03205 1.40721 2.63201 2.20405 2.51671 2.04925 3.70268 1.67996 2.12891 1.90373 1.94278 1.53831 1.65488 2.18418
threshold=93.972365491700018 85.705356740550016 68.327163385350005 61.917879202350001 40.408647214050006 -0.17949499999999999 85.619326080400015 43.968221017800005 0.091510000000000022 85.431134011250023 85.121961326250016 38.238138001450004 -0.25843999999999995 94.940210418650011 95.050437202000012 96.631250582750013 73.007768990450018 69.999384342500022 71.830224329350003 0.090465000000000031 -0.10040499999999999 95.44832900530001 96.082805124100005 87.313054702550019 -0.20885999999999996 110.27248713660002 110.98492854115001 96.082805124100005 97.886760529650019 75.424692849750016
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -8 10 -1 13 -13 -4 -15 -16 -17 -14 19 21 -21 -19 -23 24 -20 -25 -27 -26 -29 -30
right_child=2 -3 11 4 5 6 8 -9 -10 -11 -12 12 17 14 15 16 -18 18 23 20 -22 22 -24 25 27 26 -28 28 29 -31
leaf_value=-6.8886735443839255e-05 -0.0018565095081275714 0.00036919519092277971 -0.0017512728191648806 -0.0022603116122575876 0.00085427357070961109 -0.0021620767835981549 -0.00063538871947681848 1.5298046940599192e-05 0.0012774554528492302 -0.0016547175092674338 0.001653067459757589 -0.0016437976484190953 0.0012833006006363556 0.0019742740472149657 -0.002344850408566385 0.0010498811558932008 -0.0006975087589895754 -0.0021947247289873261 0.0012193952962247351 0.0012783355096826602 -0.00093085992854366017 0.0011636425174447833 -0.0024544254885082656 -0.0020467040134188631 -0.0010355349608662137 0.0015551382160564683 -0.00074653773080989689 0.00058023442037415411 -0.0017151489045108142 9.3209191702249217e-05
leaf_weight=33.432179870316759 2.2648778199218205 214.18029177095741 3.3466680604033199 2.8143899920396533 4.4258422497659984 5.5003162259235925 3.4366369191557169 2.0945898778736591 3.7440291047096252 1.9821140207350243 6.3099482506513587 2.2634338781936085 3.4677642732858649 1.532112911343577 1.6454964270815242 3.2250092327594748 10.358219839166848 4.6832023737952131 7.4099807115271679 3.5367305055260658 4.1316983606666318 2.4890104196965694 1.8020017328672109 2.5394454868510348 3.8886858159676185 1.8959831688553093 4.75096079276409 28.265493962913752 2.5879709920845917 53.328652745578438
leaf_count=521 27 1217 46 88 24 191 33 71 15 14 23 69 23 7 26 16 473 171 39 28 62 13 45 163 104 26 346 136 51 565
internal_value=0.000147631 0.000259358 -6.01887e-05 -0.000109718 -0.000537857 -0.000285393 -0.000626766 -0.00156158 0.000361976 0.000116189 0.000204512 -3.25401e-05 4.52248e-05 -0.000523866 -0.000278787 -0.00050546 -0.000282633 7.58633e-05 4.13474e-05 -0.000668752 8.80357e-05 -0.00131542 -0.000355758 0.000154257 0.000229799 -0.000630906 -9.00046e-05 0.000146538 0.000201142 9.51354e-06
internal_weight=427.334 277.92 149.413 63.74 22.0158 19.2014 14.7756 7.59491 7.18067 41.7242 39.7421 147.149 127.041 20.1075 16.7608 15.2287 13.5832 124.778 121.31 16.6426 7.66843 8.97421 4.29101 104.667 95.4808 9.18639 6.64694 88.0708 84.1821 55.9166
internal_count=4633 2197 2436 980 422 334 310 262 48 558 544 2409 1841 568 522 515 489 1772 1749 319 90 229 58 1430 895 535 372 856 752 616
is_linear=0
shrinkage=0.00192234


Tree=502
num_leaves=31
num_cat=0
split_feature=1 1 3 4 4 0 1 1 1 0 2 4 0 0 2 3 4 0 3 2 3 3 0 3 1 0 2 1 0 2
split_gain=0.378722 1.26458 0.956059 0.698722 0.942059 0.793905 0.770137 0.773968 2.09979 2.04832 1.78028 1.21407 1.60323 1.25153 1.02297 0.962332 1.1394 2.50203 0.829256 1.53493 1.28995 2.82126 1.40303 1.2306 1.43767 3.00139 1.21755 1.07261 1.04249 1.0301
threshold=69.999384342500022 70.077349628250019 -0.26804999999999995 37.041406607950009 36.859113051050009 102.11570516885001 70.128430332750014 74.757955233350017 72.62331947780001 94.75470680765001 -0.070854999999999987 40.300545846000013 94.165934477050016 94.770837556450019 1.0000000180025095e-35 0.076130000000000017 41.444941515100005 95.550490414250007 -0.098985000000000004 -0.033594999999999993 0.087475000000000011 0.09117500000000002 102.75018128760001 0.12001500000000002 78.537927364800012 97.722764583650005 0.55326500000000023 77.621163142300006 110.52251374275001 -0.088880000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 8 10 -10 11 13 -13 -8 -12 -14 -17 -18 19 28 29 -22 23 24 25 -23 -21 -27 -9 -20
right_child=1 2 3 6 -6 -7 7 18 9 -11 14 12 15 -15 -16 16 17 -19 20 26 21 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0013070551984045342 -0.029933128480131369 -0.028814830307222265 -0.0025025850001958515 0.021351491306933257 -0.047297326204762236 -0.038263315921820619 -0.045115905673613906 0.026371823829871313 0.010259566305941754 -0.045654542939860453 0.022433649361178115 0.029578417498073887 -0.044347969887612512 -0.0035879270396628913 0.0010548092015274853 0.019905325952793842 -0.039679830707227956 0.0046093472133810773 -0.015168498562569408 -0.031376281130576188 0.018200383876618972 0.0075639173000862153 -0.028369994826741251 0.019309051195432355 0.0086839692264004762 -0.04274568606991222 0.025091214783700581 -0.012343830823577439 -0.0041653134855633243 -0.00031189812794930812
leaf_weight=218.88529182138154 1.8847972117364395 1.4965363297378633 7.2695642388425732 2.1633797064423552 0.7692249772371732 0.87051622584112909 2.0800491466652651 5.8350481267552823 1.1710138691123568 2.7406734144315124 4.437563824467361 1.5705298886750814 0.87658437888603558 1.6139036309905348 7.6084238858893514 1.7664729952812175 2.5544991847127676 4.263061428675428 9.1429042243325913 1.5680865804897535 12.74485313153127 5.5232362169772475 2.3359288361971258 3.6323771243914953 7.6598614491522303 3.1690945290029049 0.68797359781456169 2.6841330910101533 1.8418724489747544 16.199897113838247
leaf_count=2115 16 102 112 13 16 259 54 43 24 66 29 19 27 27 89 14 146 46 475 46 183 36 149 53 47 58 16 24 48 281
internal_value=0.000435498 -0.00117899 -0.000712897 -0.000346498 -0.00986427 -0.00632691 0.000454443 1.85243e-05 -0.00469771 -0.0289159 -0.00115903 -0.00941282 -0.0035328 -0.0269722 0.00893046 -0.0090295 -0.00542285 -0.0119855 0.00200013 0.0115041 0.000503858 0.00464977 -0.00225698 0.000433878 -0.00316775 -0.0111476 -0.0141568 -0.0288042 0.0190453 -0.0056717
internal_weight=337.047 118.162 116.277 114.781 8.90931 8.14008 105.871 103.708 30.6828 3.91169 26.7711 14.7251 11.0311 3.69395 12.046 9.46062 8.58403 6.81756 73.0253 9.93298 63.0923 37.7495 25.0046 22.6687 19.0363 11.3765 2.25606 5.85323 7.67692 25.3428
internal_count=4633 2518 2502 2400 387 371 2013 2000 541 90 451 333 252 81 118 233 206 192 1459 153 1306 550 367 218 165 118 62 82 91 756
is_linear=0
shrinkage=0.0353875


Tree=503
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 2 2 4 3 3 2 4 4 2 2 1 1 2 3 3 0 3 4 0 3 3 2 0 4 1
split_gain=2.56106 3.42164 2.83164 3.30345 2.56985 2.94586 5.34119 3.05779 2.22872 5.56667 4.89472 3.15981 2.27033 2.38407 4.30317 3.04079 2.63562 2.50412 2.03235 1.83882 1.78542 2.13264 1.77769 2.78739 2.43455 2.06087 2.0284 4.03447 1.78501 1.68262
threshold=91.109157582800023 90.321439350550008 67.606656606400023 66.439865777750015 42.154118731400011 -0.075639999999999999 -0.079369999999999996 42.498713093000006 0.092015000000000027 0.087935000000000027 -0.085550000000000001 33.96174662340001 41.243661560350013 -0.06828999999999999 -0.088039999999999993 67.031326566450005 64.369753017350021 -0.14510999999999999 0.089505000000000015 0.4149000000000001 86.162394622750014 0.08079500000000002 39.427119987250002 85.662341410450011 0.10087500000000002 0.10214000000000002 -0.059424999999999999 86.345209775600011 41.037275035300006 62.678712853250012
decision_type=2 2 2 2 2 2 2 2 2 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 8 6 7 -6 9 11 18 -1 13 14 15 16 17 -13 -11 -4 -14 -22 -10 24 -24 -25 28 -28 -27 -7
right_child=2 -3 19 -5 5 29 -8 -9 22 10 -12 12 20 -15 -16 -17 -18 -19 -20 -21 21 -23 23 25 -26 26 27 -29 -30 -31
leaf_value=-0.0023143305810835631 2.5241056660176582e-05 0.0012024034008787795 5.4707902197026583e-05 -0.0021141329240612701 -0.001644983925291071 -0.00053932555376752815 0.0017402796732213621 6.9943191788749993e-05 0.0010652508364815327 0.0008104103623653914 -0.0023323060886390806 -0.00088386757185323522 0.0014461829061753423 0.00066356853363752904 -0.0028000738236397286 0.0020765552984416237 -0.0022710444015457548 0.00091301070963093064 -0.0012194348632978841 -0.0021528673906405188 0.0011841630675564789 -0.00046135564253832137 -0.0025758463313866305 0.0010004518094299791 0.00015667985782142772 -4.994333148546714e-05 -0.001842845426739787 0.00057998430726975952 0.0014485690173135413 -0.002411203720563086
leaf_weight=1.5494009084068228 5.6454396806657297 13.903856369666753 174.03349617464119 5.0143332798033953 4.1260099522769442 15.158448885544205 6.8331176508218041 52.519842662266456 22.432927652960643 4.6666624620556831 5.6637258138507587 5.5217769313603577 11.873990650288762 17.289765544235713 2.2733699977397892 2.270501073449851 2.1481847222894421 5.9053558018058547 2.9698015786707401 1.3994473084749177 5.9907696321606618 5.6130444034934044 2.0126399407163253 20.875256896018982 2.9699343144893646 5.7974238768219948 4.4324524998664856 5.8878770172595978 5.9025080353021622 1.9999664709903289
leaf_count=84 42 70 2549 60 38 195 64 483 108 22 49 181 88 123 14 7 17 28 36 44 23 27 27 81 23 24 26 28 17 55
internal_value=0.000147437 0.00027899 -2.12275e-05 -0.000981116 0.000221848 -5.23324e-05 0.000138278 -5.49699e-05 0.000375333 0.000142347 -0.000981122 0.000389589 0.000460733 0.000154048 -0.000332149 2.19195e-05 -0.000321723 4.47298e-05 2.10087e-05 3.70978e-05 0.000923272 0.000388186 0.00061967 0.000410897 -0.000947085 0.000568635 0.000159271 -0.000460591 0.000706042 -0.00075751
internal_weight=424.681 238.589 186.093 10.6598 224.685 80.6374 63.479 56.6459 144.047 73.7363 13.3002 60.4362 58.8868 35.409 18.1192 15.8458 13.5753 11.4271 7.63646 175.433 23.4778 11.6038 70.311 47.8781 4.98257 42.8955 22.0203 10.3203 11.6999 17.1584
internal_count=4633 1938 2695 102 1868 835 585 521 1033 699 107 592 508 370 247 233 226 209 58 2593 138 50 334 226 50 176 95 54 41 250
is_linear=0
shrinkage=0.00191816


Tree=504
num_leaves=31
num_cat=0
split_feature=1 0 3 0 0 2 4 4 4 3 0 2 2 2 1 2 1 1 2 4 0 3 3 4 4 0 4 3 3 2
split_gain=1.6499 2.51816 2.4359 1.9093 1.39404 1.70053 1.41301 5.0407 2.34965 1.6393 1.56987 3.87601 2.13685 2.64962 2.92046 2.62329 1.75814 2.59784 2.44483 4.67128 1.72254 1.40762 1.49651 1.47896 2.11718 1.83834 1.34362 1.4784 6.19045 4.01155
threshold=70.182199495350019 94.625660817400004 -0.20885999999999996 85.990333302400003 85.931187223550012 -0.074029999999999999 42.759119507950011 43.477771593600004 42.686561923500008 0.096480000000000024 85.705356740550016 -0.059424999999999999 0.17437500000000003 -0.013285 58.309968391300011 -0.13734499999999997 59.240174904450008 61.076391807500009 -0.089569999999999997 42.123054668150012 85.799452775150016 0.083555000000000032 0.082325000000000023 48.109449608500007 43.521589032450009 67.620098897050013 44.279556297950009 0.08759500000000002 0.092895000000000019 -0.079789999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 6 -6 8 -8 10 21 12 20 13 14 15 -1 -16 -18 19 -19 -12 22 23 24 -9 -26 27 -5 29 -29
right_child=1 -3 -4 26 5 -7 7 9 -10 -11 11 -13 -14 -15 16 -17 17 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00037652749766256207 0.00063878883563739646 2.0080239558546974e-05 -0.0020180295008622368 0.00062938862219426642 -0.0028833408273486899 -0.00010507567920503281 -0.0022120358144130225 0.002298434860444652 0.0024434514129129336 0.0019334265493659998 0.0019668394615007952 -0.00088247525882091703 0.0013651637133275433 -0.002695898419426402 -0.0026620381671195337 0.0024266413000531123 0.0015281765950726522 -0.0026840191686104257 9.647625109305553e-05 0.00084056156665024938 0.00044682763500827541 -0.0017127511571499864 0.0015686640065226431 0.00028142381177051668 0.0018047189085001042 -0.0027376874554187161 -0.00064771219956648177 1.2103367648723115e-05 0.00059781766926519952 -0.001726528187980579
leaf_weight=3.0576090477406979 2.4150417195633054 126.58610632727505 5.8961204403312859 82.30524112470448 1.8280100673437116 2.7231949269771567 5.8305731239961487 0.67310938588344527 2.3061459558084598 2.2219161018729201 7.8027422204613703 5.9518169835209838 4.1831515105441204 2.1863610182190341 1.773666579741987 3.6194912558421519 3.1109629438724395 5.7696529605891644 9.5820131096988828 2.7598830610513687 7.0419511869549751 2.3273537857457987 2.9834325462579718 10.330015167593954 0.52389854460489038 2.8411168733146042 6.1452845996245733 17.024308718740944 64.377236589789391 10.74824447929859
leaf_count=83 24 2226 213 462 30 14 138 7 9 10 22 31 28 99 48 14 29 180 60 23 31 77 19 75 23 98 88 81 306 85
internal_value=0.000143551 -5.79253e-05 -0.00124602 0.000243462 -1.88971e-05 -0.00122098 4.4076e-05 -0.000370918 0.000238654 0.000119235 0.000149198 0.000636691 -0.000132083 -0.00032867 -0.00015425 0.001143 -0.000530916 -0.000352808 -0.000675899 -0.00154358 0.00124578 -8.56025e-05 0.000132646 -0.000165532 -0.0013089 -0.00203048 0.00037628 0.000412351 0.0002185 -0.000660764
internal_weight=406.926 134.897 8.31116 272.028 91.4281 4.5512 86.8769 27.7314 59.1454 21.9008 56.8393 20.7965 36.0428 31.8596 29.6733 6.6771 22.9962 21.2225 18.1115 8.52954 14.8447 19.6789 17.3516 14.3681 4.03812 3.36502 180.6 174.455 92.1498 27.7726
internal_count=4633 2463 237 2170 1148 44 1104 447 657 309 648 84 564 536 437 97 340 292 263 203 53 299 222 203 128 121 1022 934 472 166
is_linear=0
shrinkage=0.00222816


Tree=505
num_leaves=31
num_cat=0
split_feature=1 0 4 4 1 4 2 4 1 4 0 4 4 2 1 2 4 4 1 1 0 1 1 3 1 1 2 0 2 3
split_gain=0.35199 2.2085 3.38919 1.36192 1.15519 1.0709 2.50151 1.66032 2.81844 1.76502 1.51774 1.49672 1.17624 1.2251 3.69666 1.04224 1.2039 4.18939 2.52538 5.0872 2.20494 2.12179 2.53383 1.67167 1.25705 2.31933 2.07051 1.96913 1.61302 1.66955
threshold=64.369753017350021 88.350799540950007 41.976795488650005 43.157831852650006 63.910026677050006 39.525197829750006 0.13747000000000004 40.165165956550005 62.00390986255001 40.518963363600001 75.994645973400011 40.94178426300001 40.574766824850009 -0.043559999999999995 62.041548276350007 -0.27494999999999997 42.243697547450004 42.431220712750012 62.068432857650002 62.041548276350007 86.420486603250012 61.987779113750001 61.923256118600001 0.09117500000000002 62.132955852800002 62.111448187750007 -0.064729999999999996 85.216057360850016 -0.080234999999999987 0.092895000000000019
decision_type=2 2 2 2 2 2 2 2 2 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 -9 -1 12 -11 14 -14 -13 18 -18 19 21 -20 22 23 -17 25 26 28 -28 29 -19
right_child=-2 2 3 -5 -6 6 -8 9 -10 11 -12 15 13 -15 -16 16 17 24 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.029305059573467979 -0.00069134508449798988 0.040162543999075755 -0.012471902970150156 0.018461068062673561 -0.025644282916026884 0.0039775844586979652 -0.035013319937003372 0.017882707080836342 -0.03650663017628171 0.0051642641113159938 0.012164719641248226 -0.029031446694827261 -0.074840695065204438 0.0031584364312137059 -0.0037233178928365736 0.029869425698099621 -0.043609900389802302 -0.0032052198673574901 0.032497953021023991 -0.047729209049735023 0.0053354079920070454 0.017972762251026911 -0.021662919030074265 -0.0034647199188005211 -0.012827265906867065 0.028387679689315097 0.012839299265978788 -0.048870385294415675 0.028510207820231857 0.021828579263429692
leaf_weight=1.3571123739820929 170.78849415515288 5.2460576482117167 4.5708480477333051 3.663365725427866 2.384486728347837 5.4053076691925508 2.9077156130224457 8.8874752703122777 4.5041375597938895 2.8935691788792592 17.785286173224449 1.5551376892253603 1.8668525107204912 1.6708821416832504 2.3698512092232704 3.4447166344034681 3.2087946715764692 25.874517731310323 8.0654261838644761 2.8929927237331858 9.0727327428758127 10.784386043436823 6.5900741424411526 5.7160367295145988 7.941769032739102 4.7686919262632719 1.1125243425485813 2.1991084683686495 3.2463897801935664 4.4626572374254456
leaf_count=148 3020 45 26 21 30 30 34 44 26 33 122 19 72 10 12 60 44 291 44 24 44 74 37 36 55 70 82 38 12 30
internal_value=0.000514193 0.00175116 0.0164179 0.00129004 0.000458665 0.000872003 -0.000344433 0.000439851 -0.0144237 0.0016815 0.00922469 0.000369379 -0.0145799 -0.0242507 -0.0350603 0.00167289 0.00215335 -0.00175305 0.0065839 -0.000133479 0.0181184 0.00505563 -0.00378856 0.00906991 0.000954505 0.00358152 0.000375332 -0.0281394 0.00318713 0.000477301
internal_weight=337.237 166.449 13.4803 8.23421 152.969 150.584 131.442 128.534 9.90945 118.625 19.1424 109.737 8.80116 5.90759 4.2367 100.936 99.3808 52.8145 46.5664 29.4282 17.1382 26.5352 15.7508 9.16075 49.6057 41.6639 36.8952 3.31163 33.5836 30.3372
internal_count=4633 1613 92 47 1521 1491 1221 1187 56 1131 270 1087 127 94 84 960 941 622 319 231 88 207 133 96 578 523 453 120 333 321
is_linear=0
shrinkage=0.0377983


Tree=506
num_leaves=31
num_cat=0
split_feature=1 2 3 1 2 2 2 2 2 1 4 1 4 4 2 1 2 4 1 4 1 3 2 2 2 0 0 0 0 0
split_gain=0.317779 0.455329 0.525931 0.351794 0.410831 0.575481 0.875007 1.08563 1.64992 1.31393 1.25204 0.901781 0.540841 0.439385 1.15477 0.902827 0.467673 1.48056 1.76715 1.70795 1.68449 2.59447 1.56878 1.45919 1.39618 1.42427 1.83325 1.79826 1.77988 1.61664
threshold=89.89935142405001 -0.088880000000000001 0.078770000000000021 89.541786492700012 -0.69416999999999995 -0.63026499999999996 -0.59614999999999996 -0.51760499999999998 -0.58319500000000002 67.254468591300011 49.520520114700005 75.629015667650023 40.300545846000013 49.292797572200008 -0.15962499999999999 64.730006406800015 -0.11534 40.986363433950011 83.116371560950014 44.202975721700007 77.209829048350016 -0.15148999999999999 -0.124155 -0.237895 -0.47573499999999996 90.321439350550008 89.237990724000014 87.842680954300008 93.910530954700008 97.722764583650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 12 8 9 -8 -10 -11 -7 16 15 -15 17 18 22 20 -19 -22 24 -21 -9 26 27 -26 -27 -30
right_child=1 2 -4 -5 5 6 7 13 10 11 -12 -13 -14 14 -16 -17 -18 19 -20 23 21 -23 -24 -25 25 28 -28 -29 29 -31
leaf_value=0.023594887606858548 -0.040516960152704534 0.0099490252080599532 -0.039619593182156743 0.018543967596531534 -0.01852256613300806 -0.00036119271465901527 0.037894497692519374 0.038784460591587036 -0.045625552790802812 0.0088582416481061566 0.0245775626114022 -0.04299362265438169 0.024266701120476599 -0.01806929238569072 -0.040985761397336729 0.020884790810433356 -2.0159624264283758e-05 0.016770435549035068 0.034260463402072144 -0.042834489553478801 0.042396146439759384 -0.043957979082714392 0.010392453520080173 0.0010410355855437526 -0.0089951450290760519 -0.061265241014790826 0.021030116239360228 -0.064468973922613443 0.0067655514315199967 -0.044674790660889724
leaf_weight=1.1852215707767744 0.69596654124325175 1.2781914364459215 0.44561919615080103 1.6772542710532423 2.4569001384079447 2.144678837445098 1.1476853713393214 0.80381789756939426 2.7537708589225072 1.1534980656579139 0.45727935060858715 0.93943140638293687 3.8428982850164175 1.8986261859536173 1.4156461930251669 1.7790457564406095 239.8955307611177 25.812897570547651 1.7885447065928008 1.2899177075014439 0.78085806965827975 1.7203397504053999 6.575396542903035 12.597089834511278 8.4803130439831929 1.9098503217101086 2.8514207974076262 1.0094244480133046 2.2383107324130838 1.6298345618415622
leaf_count=19 293 82 237 29 37 28 4 8 149 8 4 54 29 21 184 24 2373 195 39 102 4 84 40 190 271 20 14 8 25 58
internal_value=0.00049234 -0.0136942 -0.00286487 0.000595665 0.000504595 0.000421507 0.000563879 0.000286236 -0.0156679 0.00411014 -0.0356281 -0.014416 0.0154453 0.000613544 -0.0108325 0.000774448 0.000801977 0.00364026 -0.00349188 0.00825185 0.0137873 -0.0169988 -0.00613996 -0.00303442 -0.0118847 -0.0141325 -0.00659521 -0.0148959 -0.0302313 -0.0149087
internal_weight=334.655 2.41978 1.72381 332.235 330.558 329.373 326.916 320.929 6.45167 3.24061 3.21105 2.09293 5.98758 314.477 5.09332 3.67767 309.384 69.488 27.2869 42.2011 28.3141 2.5012 25.4984 13.887 18.923 18.1192 12.3412 9.48974 5.778 3.86815
internal_count=4633 612 319 4021 3992 3973 3936 3879 219 66 153 62 57 3660 229 45 3431 1058 483 575 283 88 444 292 404 396 293 279 103 83
is_linear=0
shrinkage=0.0392896


Tree=507
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 4 4 1 3 3 2 1 0 2 2 1 0 4 2 2 1 4 3 3 1 1 1 2 0
split_gain=0.343913 0.499092 0.667102 0.960482 1.45829 1.68401 1.12983 0.669569 1.41706 0.380745 1.1221 1.39535 1.17197 0.828382 0.705485 1.17642 1.67058 2.63603 0.910087 0.709927 1.95045 2.24031 2.22932 1.33688 1.31316 1.20693 2.50338 2.08714 1.67511 1.16329
threshold=-0.69416999999999995 -0.63026499999999996 -0.59614999999999996 -0.51760499999999998 -0.58319500000000002 75.629015667650023 49.520520114700005 39.955516828000007 78.290589216800015 0.18642000000000006 0.11636500000000001 -0.031989999999999998 61.971648364950006 90.60910437050002 -0.25105499999999997 -0.26416999999999996 62.186725015400008 89.711159354950013 39.065416244600009 -0.0025899999999999999 0.048475000000000011 61.987779113750001 41.489621506400006 0.11231500000000003 0.11071500000000002 59.98487780655001 62.057679025150001 63.565904036300005 0.067985000000000018 67.620098897050013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 8 -3 10 14 12 -12 -14 15 16 -5 -18 -19 23 21 -21 -23 24 -16 29 -27 -28 -29 -22
right_child=1 2 3 9 6 -7 -8 -9 -10 -11 11 -13 13 -15 19 -17 17 18 -20 20 25 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=0.020982552097413322 -0.01643204158506676 -0.047154073161003972 0.020926643895859662 0.028709611241701561 -0.043289764273786419 -0.04085518146392287 0.021703045225513588 0.020328646014884478 0.026555449042273246 0.0070140502304218985 -0.0030133329123216337 0.005850005865887126 -0.048321458923862741 -0.015057563610221803 0.0018467015328613064 -0.034926656443418323 -0.075158384840633197 -0.02210143368328147 0.025807179879387215 -0.064152042261106795 0.028814461076417601 0.0018369390405929447 -0.046422352398437915 0.026328905240561265 -0.032590392892724251 0.02292154638410791 -0.05289295826015665 0.014915022026552337 -0.004702852806841123 -0.043770289472697975
leaf_weight=1.1528978468850244 2.4993907784810281 0.71466235368279629 2.2227589162066583 1.7289861338213084 2.5217760621380871 0.87379951224284003 0.44778777286410321 4.4479979271418415 0.77066138775262516 12.391254246067545 2.9642514549195766 4.2774466116679815 2.4364074864424765 1.8900174855662042 224.72297205502036 2.0751817367854519 0.82757264981046352 1.0560182256158444 1.2091889031289609 1.3473490308970193 0.3940316469524977 5.1028466274728999 1.855768183886539 3.1527220895513883 1.5853360425680865 6.5675715804100028 1.1226831898093212 7.7562870510446364 30.601418633224966 1.5437056134105658
leaf_count=19 53 17 12 22 161 75 4 43 25 121 18 42 21 31 2815 87 10 48 15 56 16 65 84 24 21 37 12 89 499 91
internal_value=0.000424834 0.000353254 0.000480922 0.000250553 -0.0146112 0.0034928 -0.0334893 0.0130092 -0.00890983 0.000535299 0.000271409 -0.0112463 -0.0212768 -0.03379 0.000726693 -0.0111895 -0.000973557 -0.0175676 0.00347264 0.0010143 -0.00278011 -0.0196498 -0.0110332 0.00194515 0.00160546 0.000139905 0.00136658 -0.0022191 -0.000735935 -0.0290105
internal_weight=332.261 331.108 328.608 322.675 6.06612 3.09656 2.96956 5.93332 1.48532 316.609 304.218 11.5681 7.29068 4.32642 292.65 6.89695 4.82177 3.09278 2.26521 285.753 56.2917 8.30596 6.95861 229.461 226.308 47.9857 46.048 39.4804 38.3577 1.93774
internal_count=4633 4614 4561 4476 252 87 165 85 42 4224 4103 112 70 52 3991 182 95 73 63 3809 949 205 149 2860 2836 744 637 600 588 107
is_linear=0
shrinkage=0.0377052


Tree=508
num_leaves=31
num_cat=0
split_feature=3 3 3 3 4 0 4 4 1 4 0 4 4 1 3 3 2 0 0 3 4 1 3 2 3 1 3 1 4 3
split_gain=0.306609 0.998891 0.92369 0.629971 1.38746 0.711527 1.29549 0.614115 0.663568 0.612961 0.406289 0.724943 1.03233 0.444986 1.73843 1.7024 1.17698 1.11152 0.89904 1.90541 1.53248 1.24131 1.18819 2.43805 2.34161 1.14281 1.06766 1.43772 1.13977 2.42097
threshold=-0.55393499999999996 -0.57039999999999991 -0.63823999999999992 -0.27450499999999994 41.559097512700014 89.711159354950013 36.016191615950007 32.724174661450007 69.165962322050021 33.361153777850006 113.1679565431 33.96174662340001 34.424709467050008 61.971648364950006 -0.25587999999999994 -0.26568999999999993 0.20852500000000004 86.904409066750006 85.619326080400015 -0.17949499999999999 43.968221017800005 62.041548276350007 -0.22831499999999999 -0.22573999999999997 -0.21029499999999998 73.448676123850007 0.10526500000000003 62.025417527550012 41.444941515100005 0.091510000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -7 8 -5 -9 11 -11 -13 14 -14 -15 17 -16 19 -17 -21 26 23 25 -24 -23 27 28 -20 -30
right_child=3 -3 -4 7 -6 6 -8 9 -10 10 -12 12 13 15 16 18 -18 -19 21 20 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.021762396130330517 0.012653851663700649 0.033023086357171522 -0.046393520893810318 -0.0067893638657160766 -0.049222295703449319 0.027973970350254628 -0.049974764999962167 0.0196796863647332 -0.054499463238906171 -0.031684670670670885 -0.015776036746628412 0.028452991117956485 -0.041912798207353948 0.029923481207334245 -0.0011846517924301297 0.025379859290110312 0.028320253226923133 -0.026862436625323123 0.018325744540041881 -0.044059046980424905 0.0090133936016250395 -0.0080722863010837288 0.029948732917958611 -0.027138990680779618 0.00022086739309451039 0.040208079556582899 -0.0079044535711534098 0.03059697203425495 -0.018341619505607417 0.020832339669601786
leaf_weight=0.615002827194985 2.2969828748609866 1.7306363992393008 0.66684446117142215 1.7059701117104844 1.3132147093128876 0.52675501166959271 0.98369846807327121 2.7035556580449329 0.64690143442567194 1.1133400249527756 2.4489144272811236 2.1479415149660772 1.7655364418751549 3.2873135141562662 47.105334255611524 1.4106397256255148 2.053729608654975 2.8780776821076861 8.2567609213292688 2.9802632146747774 1.2394551085308192 1.6065180650912227 4.3536016819998613 6.6859411979676207 205.23833531478886 1.5497996043413875 4.9723112918436518 5.4671731218695632 5.9550449941307289 4.4239751361310482
leaf_count=19 51 18 36 50 64 11 41 35 142 31 356 29 25 38 534 11 16 22 39 197 69 31 24 74 2527 10 36 38 37 22
internal_value=0.000406169 0.0131445 -0.0136938 0.00028886 -0.0136698 -0.00140751 -0.022791 0.000510842 -0.0199068 0.000661135 0.000498903 0.000625635 0.000740424 0.000549167 -0.00276849 0.00124256 -0.00144038 -0.0026632 0.000871572 -0.0149784 -0.0284701 0.00123068 0.000198747 -0.0134221 0.000838369 0.0156341 0.00901878 0.01251 0.00720377 -0.00164403
internal_weight=330.13 3.01248 1.28185 327.117 5.12065 3.80744 1.51045 321.996 2.35287 319.644 316.94 314.491 313.378 311.23 53.8027 257.427 52.0371 49.9834 254.14 5.63036 4.21972 248.509 219.434 9.84226 209.592 3.15632 29.0753 24.103 18.6358 10.379
internal_count=4633 73 55 4560 167 103 52 4393 192 4201 4166 3810 3779 3750 597 3153 572 556 3115 277 266 2838 2666 115 2551 41 172 136 98 59
is_linear=0
shrinkage=0.0401119


Tree=509
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 2 2 0 1 3 3 1 4 3 1 1 0 1 0 2 0 2 3 0 4 4 1 0 3 4
split_gain=2.03136 3.25229 2.65598 1.53734 2.5649 4.50714 4.10764 2.91616 2.88528 2.09647 2.13537 2.0251 7.19376 2.81058 2.60705 3.3963 4.16792 1.8358 3.94284 2.86058 1.82513 2.63881 3.54596 1.9605 1.72759 1.61617 1.51307 3.72095 4.70331 1.62281
threshold=70.348883899450016 70.74946416085001 85.990333302400003 64.369753017350021 62.095317438950012 -0.06828999999999999 -0.079789999999999986 86.264556031700025 61.966271448700006 0.08079500000000002 0.076615000000000016 66.235542959850008 38.621016321050007 0.093325000000000033 66.859265246100009 68.20618276945001 90.60910437050002 62.00390986255001 86.420486603250012 -0.08725999999999999 86.135510041400025 -0.083834999999999993 0.098950000000000024 87.028078140750011 43.118479346150004 39.852039223600009 71.053259929650025 95.550490414250007 -0.089139999999999997 37.232443001650005
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 8 -7 10 -6 12 13 -5 -13 16 -16 19 -19 -4 -11 23 -23 -22 -14 -18 -3 28 -28 -29
right_child=1 26 3 11 9 7 -8 -9 -10 20 -12 14 24 -15 15 -17 25 18 -20 -21 21 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-3.4634760398644313e-05 -0.0021602264537289848 0.00088968133695071659 -0.0017673517269698696 -0.00054682691157424853 0.00052063159816001254 0.0011416079300820047 -0.0017155068659548539 0.0013185423638144909 -0.0011186506046940909 0.0017626932704673051 0.0020590331831746803 0.0012009794384309749 -0.0028468854062459457 0.0012427941811238108 0.0010323880027570231 0.00043835133366354679 -0.00051770554269892251 0.0011980183004510528 -0.0006995634978048665 0.00039626601828117268 -1.1420312365396255e-05 -0.0010149011972349492 0.00076130682367993167 0.0013260564645880071 -0.00067320738831565545 -0.002336525776338247 0.00027152347180538385 -0.00081159569995454693 -0.0021314910098624131 0.00010937440012528101
leaf_weight=93.764992120093666 2.7521184729412189 6.8677676087245336 4.4519041106104851 6.2591331601142901 5.7315002381801596 4.0266666039824504 6.0426409319043151 16.853398941457272 4.7125858794897795 4.5305214077234259 8.7873241230845434 10.949545755982397 4.1861589699983588 7.3192659690976143 3.3145511969923955 34.600424732081592 3.1752855442464352 10.632676482200624 6.969235733151435 4.974594786763193 6.0029976516962043 8.5478082373738342 8.7391654998064023 14.135705411434172 2.1165071297436953 4.5984980948269367 5.6312686013989151 7.8576230252074302 7.0543063299264741 115.20403871493181
leaf_count=1148 91 51 27 32 26 15 45 72 33 25 83 50 35 26 14 197 21 40 36 18 27 48 37 56 28 64 64 383 300 1541
internal_value=0.000139696 -4.89731e-05 0.000235786 0.000368085 0.000511247 0.000224104 -0.000254007 0.000841924 -7.7222e-05 0.000809517 0.00145173 0.000152669 -0.000385728 0.000417846 0.000341657 0.000135716 -0.00080864 7.27346e-05 0.000446697 -0.000625558 0.000587282 0.000444994 -0.000116966 0.000927378 -0.00211694 -0.00159361 -8.23114e-06 -5.36586e-05 -0.00106477 5.05694e-05
internal_weight=430.79 145.367 285.423 191.658 115.139 58.6637 33.0711 25.5927 8.73925 56.475 14.5188 76.5194 19.8811 13.5784 56.6383 45.6888 11.0883 27.0284 17.6019 9.4265 41.9562 37.4257 17.287 20.1387 6.30267 7.77378 142.615 135.747 12.6856 123.062
internal_count=4633 2430 2203 1055 588 286 166 120 48 302 109 467 121 58 346 296 99 121 76 45 193 168 85 83 63 85 2339 2288 364 1924
is_linear=0
shrinkage=0.00196078


Tree=510
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 0 3 4 3 2 2 1 2 1 0 1 1 3 4 2 4 3 2 4 2 4 1 0 4 3
split_gain=0.317963 1.00574 0.812544 0.786291 2.20018 1.28151 1.18982 1.01928 2.39452 2.7919 2.05739 4.13457 1.70114 1.64469 1.76097 1.4129 1.13305 2.22948 1.8966 1.15309 1.02568 1.0038 0.964085 0.912473 2.92553 1.94926 1.25501 0.743584 3.04976 1.81856
threshold=69.999384342500022 70.077349628250019 -0.26804999999999995 87.261973998100004 86.904409066750006 87.345316200150009 0.41817500000000013 40.679780036550007 0.09117500000000002 -0.22932499999999997 -0.094409999999999994 64.953148431650007 -0.06828999999999999 63.452988794850008 88.122280599850015 64.630533455950015 68.20618276945001 -0.091114999999999988 38.751720283100006 -0.122095 43.276780833950006 0.085855000000000029 -0.083330000000000001 38.621016321050007 -0.036264999999999999 37.041406607950009 65.571493801650021 86.681267041950008 42.546237522150008 0.093635000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 -5 7 15 9 -9 -11 12 -12 14 -10 21 19 -18 -19 -17 -13 -7 -6 25 -25 26 -21 -1 29 -29
right_child=1 2 -4 5 22 6 -8 8 13 10 11 20 -14 -15 -16 16 17 18 -20 23 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00043704978166650372 -0.027568897773027359 -0.028145291327251618 -0.00037563052623016026 0.027822844957096558 -0.0075160197482277121 0.0058240610190588562 0.023792742427463199 -0.046987531294934611 -0.027416882231575027 0.022052079997304505 -0.001745356083079816 -0.052428831019142648 0.02796372597582477 -0.035833872871788894 0.0096749959739160802 -0.019874098448323683 0.038178513454076808 -0.010350727495891002 0.02357164296619824 0.014737244266657538 -0.01350345155210784 0.038284527097796478 -0.037006462245750639 0.020875264423195903 -0.039166125921245291 0.029177345212011114 -0.012832173678794316 -0.020349611886243887 0.02964629545778192 0.012550830966240174
leaf_weight=116.48197018136852 1.8536175894550968 1.3947996100469016 111.96749227567489 2.8675092458724967 2.9014808777719736 2.2190615981817237 3.4961077645421019 1.3171116714365769 2.9070867970585805 7.8388453582301745 6.1572424769401541 1.9413952892646205 4.2657691575586822 3.7572406521067023 3.9437650367617607 3.7155709993094197 3.2013829164206973 5.4538873136043531 3.5625699833035469 3.5798660293221527 1.6266223308630285 2.8392711728811264 2.8960464969277373 1.9332145601510999 2.3518456779420367 3.7342171967029563 5.4386109933257103 4.6514638774096948 5.4250968396663657 4.1621643006801605
leaf_count=1391 16 102 2400 17 15 23 15 41 26 49 29 25 32 38 22 31 11 33 20 17 26 22 26 11 35 16 31 30 66 17
internal_value=0.00038302 -0.0011493 -0.000717306 0.00120545 -0.000450279 0.00409786 0.00319415 0.00219095 -0.00238242 0.00413726 0.00722189 -0.00108712 0.0104135 -0.0166084 -0.00606455 0.00625028 0.00352037 0.0122565 0.00305263 -0.00162274 -0.0346832 0.0240443 -0.0222474 0.00235749 -0.0120783 0.0072081 -0.00188855 0.000516435 0.00831656 -0.00481265
internal_weight=329.882 115.216 113.362 214.666 136.518 78.1482 75.2807 71.7846 33.7551 23.147 21.8299 13.991 10.423 10.6081 6.85085 38.0295 32.9712 12.2178 9.01646 20.7533 3.56802 5.05833 5.79753 17.0378 4.28506 12.7527 9.01848 130.721 14.2387 8.81363
internal_count=4633 2518 2502 2115 1545 570 553 538 288 202 161 112 61 86 48 250 205 64 53 141 51 45 41 110 46 64 48 1504 113 47
is_linear=0
shrinkage=0.0361589


Tree=511
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 2 2 2 2 4 1 1 3 4 2 3 2 4 4 1 4 0 4 2 3 2 1 4 0 0
split_gain=3.03572 2.78695 2.50851 2.93968 1.65753 4.28506 2.01677 4.13704 1.59211 1.58532 1.48055 2.29875 3.29947 1.85527 2.07991 1.48475 1.37704 2.45223 1.7378 1.75035 1.35285 3.70035 2.71 2.78262 2.0423 1.93007 1.8467 1.51111 1.45448 1.81029
threshold=93.972365491700018 85.990333302400003 96.631250582750013 97.789976036950009 -0.070854999999999987 -0.095854999999999996 -0.102645 -0.14008999999999996 0.075080000000000022 45.458122212500008 75.28220456885002 72.62331947780001 0.094780000000000017 38.396531328800009 0.11061500000000003 0.10214000000000002 -0.117885 42.055256506450007 42.527280425250005 75.424692849750016 41.873095646600007 85.823648898300021 41.257948413050009 0.17437500000000003 0.10876000000000002 -0.55200499999999997 62.132955852800002 35.119813570500007 85.799452775150016 85.431134011250023
decision_type=2 2 2 2 2 2 2 2 2 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 4 16 5 6 7 9 -6 -2 11 12 -5 14 -12 -16 17 -4 19 -18 22 24 23 25 28 -1 27 -27 29 -22
right_child=2 -3 3 10 8 -7 -8 -9 -10 -11 13 -13 -14 -15 15 -17 18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0016984344687818391 0.00064550712542558379 0.0004187196155324661 -0.0011095006828436426 -0.002122842742849471 0.00034018673080394842 -0.0019213235625779089 0.001561736423960627 -0.0023259879037404807 -0.0013743083115161736 -0.0011922157820364121 -0.0015634681066617057 -0.0022107084962543302 0.0013939738424388875 6.7119205216610163e-05 -0.001201993322445194 0.0016432588503958487 0.00058445290690974853 0.0012356725653338682 -0.00030722635379625706 0.0017434114900376487 0.00020729732532381008 -0.0023921581762656905 0.00094101349381727568 0.001269916461612368 -0.00228450854096532 0.0009712649119215191 -0.0019040965622163105 -0.00039827842144872852 0.0013541600179170664 -0.00071146329129478253
leaf_weight=1.7508207699283911 6.861965592950579 174.81851580494549 4.2008380237966767 1.6410302044823755 11.057000312022863 8.3076381878927368 2.0789716672152272 3.3090994562953719 2.4439053542446336 2.3215443717781454 5.615053303568855 3.0603706566616893 2.4691631495952606 69.261684570170473 1.1559799142414706 1.6382825245382262 12.968060979619628 2.7109887478873134 4.4704899489879599 7.6600561216473571 22.677872956381179 2.7807845547795287 13.891478509176521 5.0618018591776481 1.5160538079217065 3.3949304041452804 2.6698108406271777 24.193960855249316 2.6865489706397048 12.182308034971355
leaf_count=11 56 1042 34 57 83 127 16 126 30 88 353 67 8 1168 77 16 55 16 26 33 397 38 72 30 29 81 53 307 10 127
internal_value=0.000152249 0.000275789 -6.35161e-05 7.37227e-05 -0.000504323 -0.000819526 -0.000191362 -0.000483106 2.98325e-05 0.00018094 -0.000113562 -0.000949338 -1.01456e-05 -3.64039e-05 -0.000889051 0.000466185 0.00057011 -0.000189666 0.000779342 0.00101482 6.55079e-06 -0.000249589 0.000216857 -5.45007e-05 -9.70648e-05 -0.000263936 -0.000377483 -0.00022975 -8.74072e-06 -0.000113775
internal_weight=420.857 267.625 153.232 116.852 36.3801 22.8792 14.5716 12.4926 13.5009 9.18351 84.8416 7.17056 4.11019 77.671 8.40932 2.79426 32.0104 6.91183 25.0986 20.6281 92.8064 41.8436 50.9628 37.0713 39.0628 32.0095 30.2587 27.5889 37.5467 34.8602
internal_count=4633 2197 2436 1910 526 413 286 270 113 144 1746 132 65 1614 446 93 164 50 114 88 1155 601 554 482 563 452 441 388 534 524
is_linear=0
shrinkage=0.00192234


Tree=512
num_leaves=31
num_cat=0
split_feature=1 0 2 0 4 3 3 3 2 4 2 3 0 3 0 2 0 3 2 2 2 3 2 4 1 2 3 3 0 2
split_gain=1.54218 2.9677 2.79849 2.65017 1.97264 1.74228 1.48348 6.78408 4.73545 2.5904 2.48353 4.22995 2.41198 2.02949 1.64735 2.35579 1.62262 2.47864 1.54742 1.63495 4.26013 2.07251 2.06189 3.15968 2.76643 3.26286 2.27717 3.62223 2.02948 1.41017
threshold=70.182199495350019 94.625660817400004 -0.08725999999999999 85.990333302400003 44.279556297950009 -0.20885999999999996 0.08759500000000002 0.092895000000000019 -0.079789999999999986 41.489621506400006 -0.072755 0.10249000000000003 89.711159354950013 0.090465000000000031 87.525442894850016 1.0000000180025095e-35 86.780739992750014 0.10131500000000003 -0.25105499999999997 -0.102645 -0.08158 0.083070000000000019 -0.075639999999999999 36.242939472700009 62.041548276350007 -0.053874999999999999 0.084365000000000009 0.076615000000000016 89.576736448400013 -0.14314999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 -1 6 -2 18 8 13 10 11 12 -9 -8 -10 -16 -11 -18 -5 21 28 -20 -22 -24 -25 -26 27 -27 -21 -13
right_child=1 -3 -4 4 -6 -7 7 9 14 16 -12 29 -14 -15 15 -17 17 -19 19 20 22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=-5.8862585765945724e-05 0.0013380262480114434 3.3182772244596796e-05 -0.0023846685151831725 -0.00060330098566373973 -0.000705798199116432 -0.0011555807052323292 -0.00057957321529123352 0.0017771154096092997 -0.0024764830186757248 -0.00086473073984148329 0.0012835736404794356 3.888127117477826e-05 6.088955915213416e-05 0.00080602632434413363 0.00032981282862193367 -0.0022487818649584226 -0.00068765792762000386 0.0010702301234003897 0.00052903384250223783 -0.001105980212049288 0.0015383356862436377 0.0017802725336136919 0.0018061730312344305 0.0011178485080993335 -0.0020941522238155513 -0.00030468099953936647 -0.0012613288014584076 0.0020177459208156308 0.00053643476152767818 -0.0016244488737277721
leaf_weight=92.90376113972161 1.9350227732211349 134.74807994399453 4.0605787870008481 4.1176720969378939 6.7376373033039263 2.6635147545021027 9.2916084080934578 7.6196146234869975 5.0476080141961557 6.3162400946021107 23.872534677386284 4.09916852414608 5.7454046681523323 7.75948692113161 2.9566448293626308 2.721863117069006 5.3553948551416388 8.0030605569481832 11.046851448714735 8.4558720365166646 10.743747800588606 10.169904656708239 6.30972996354103 9.3226979896426219 3.093007266521453 6.9063778817653674 3.4325765557587138 4.3962274342775345 4.6722001060843459 4.0562462359666807
leaf_count=1148 16 2226 114 27 88 107 51 27 43 41 103 20 30 30 15 27 34 30 54 47 90 38 22 41 19 37 36 28 23 21
internal_value=0.000128408 -3.97512e-05 -0.00117471 0.000216051 0.000356191 -0.000106294 0.000396959 0.000223457 -0.00060398 0.000576688 0.000839406 0.000346693 0.00103934 5.09752e-05 -0.00164515 -0.000906178 -2.94495e-05 0.000365494 0.000591823 0.000654474 0.000478944 0.00112879 0.000776048 0.000531288 0.000235011 -0.000226642 0.000165361 0.000598643 -0.000521455 -0.000788407
internal_weight=418.56 143.407 8.65912 275.153 182.249 4.59854 175.512 92.8449 27.7772 65.0677 45.393 21.5204 13.365 17.0511 10.7261 5.67851 19.6747 13.3585 82.6669 78.5492 57.3324 21.2168 44.2044 33.4606 27.1509 17.8282 14.7352 11.3026 13.1281 8.15541
internal_count=4633 2463 237 2170 1022 123 934 472 166 306 201 98 57 81 85 42 105 64 462 435 343 92 273 183 161 120 101 65 70 41
is_linear=0
shrinkage=0.002


Tree=513
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 3 4 4 0 1 0 0 3 2 4 4 1 3 2 0 3 3 2 0 1 2 2 2 0
split_gain=2.05014 3.11807 2.43827 1.80127 2.6661 2.5674 2.80734 2.43458 3.19696 2.54928 2.30421 1.72727 1.71316 2.34567 1.62403 1.6167 2.3244 3.14339 2.12214 1.61544 1.58919 1.46104 2.32724 1.97681 4.73283 3.2968 2.0442 3.57715 3.50358 3.22476
threshold=70.348883899450016 70.74946416085001 85.990333302400003 96.631250582750013 97.886760529650019 71.053259929650025 0.08376500000000002 43.61821939175001 44.202975721700007 95.44832900530001 78.196493182200015 96.082805124100005 100.35207663525001 0.087795000000000026 -0.088039999999999993 42.081757894750005 39.955516828000007 72.62331947780001 0.091705000000000023 0.20852500000000004 85.931187223550012 0.076130000000000017 -0.245505 -0.016679999999999997 101.11291028615001 81.339300736700025 -0.15962499999999999 -0.088880000000000001 -0.084729999999999986 102.32271644485002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 19 5 -5 -3 7 14 -9 -10 15 -8 13 -12 -7 16 17 -6 -18 20 -1 22 -14 26 -25 -26 -23 -28 -29 -30
right_child=1 3 -4 4 10 6 11 8 9 -11 12 -13 21 -15 -16 -17 18 -19 -20 -21 -22 23 -24 24 25 -27 27 28 29 -31
leaf_value=-2.4782109637354778e-05 -0.0021401745578862137 0.0007458325701746977 0.00035619238982276204 0.00056739730106089526 0.0015758930857235158 -0.0025817397371146987 -0.0022317691039417972 0.0023402121185071359 -0.0020314937649126806 0.00091224599037821206 -0.00022853545143688969 -0.00030329966979841631 -0.0010128645441397157 0.0018790680337450233 -0.00039958797732221287 -0.0017311817996088061 0.0010899912439819091 -0.0019888534208966232 -0.00081874056001117836 0.0012782274135397247 -0.0012839963675883813 0.00026617187304631991 0.00085365697291414069 -0.0028427663388073047 0.0013086381330046758 -0.00061436345639139108 -0.0021633329619247382 0.0014146992651313463 -0.0028451643649436815 -0.00015507701275818738
leaf_weight=85.493259496986866 2.7060316877905271 5.3091719667427268 192.2313378485851 32.40533266030252 1.1748399287462259 1.982571981847286 5.9473893065005523 2.525462762452662 2.0513746136566624 2.5210383553057909 3.7191390739753825 2.5517829693853855 3.229053368093445 4.4708250467665493 3.8724197903648037 4.388724823947995 5.0875080041587335 4.9926282070809975 4.0003973245620728 3.4900433765724292 4.035197500139474 7.6398559583176384 12.549618757795541 1.6675021201372207 9.8326280270703119 5.261896685085957 6.0773248970799605 3.2652658458100632 2.4935610257089156 5.4749966287054121
leaf_count=1078 91 31 1055 165 3 28 167 12 155 15 26 15 130 18 36 98 22 114 34 28 42 251 225 18 48 204 283 38 24 179
internal_value=0.000133105 -5.48334e-05 0.000230088 -1.57795e-05 8.85975e-05 -0.000474967 -0.000777103 -0.000202526 0.000569547 -0.000408438 -9.32429e-05 -0.00165277 8.29728e-05 0.000921986 -0.00113849 -0.000682435 -0.000380727 -0.00130981 0.000249788 -3.05188e-05 -8.1537e-05 -3.65486e-05 0.000471679 -0.000228795 0.000291988 0.000638287 -0.000578655 -0.000951499 -0.000295916 -0.000996873
internal_weight=432.448 147.198 285.25 144.492 117.731 26.7612 21.452 12.9529 7.09788 4.57241 85.3258 8.49917 65.6817 8.18996 5.85499 19.6441 15.2554 6.16747 9.08791 93.0185 89.5285 57.4917 15.7787 41.713 16.762 15.0945 24.951 17.3111 11.2338 7.96856
internal_count=4633 2430 2203 2339 1880 459 428 246 182 170 1715 182 1444 44 64 271 173 117 56 1148 1120 1400 355 1045 270 252 775 524 241 203
is_linear=0
shrinkage=0.00196078


Tree=514
num_leaves=31
num_cat=0
split_feature=1 1 0 4 0 4 2 3 2 0 0 0 1 1 2 4 4 1 4 0 0 4 4 3 3 4 0 1 3 4
split_gain=1.92167 3.04664 2.84227 1.5807 4.17635 2.31937 3.16885 2.2263 2.04587 1.9193 1.90681 2.33935 2.24734 2.90562 2.85275 2.515 2.01201 1.67869 1.54538 3.4456 2.32163 2.26278 2.36753 2.26642 2.04405 1.51842 1.4268 2.2011 1.47702 1.40249
threshold=70.348883899450016 70.74946416085001 85.990333302400003 41.873095646600007 85.823648898300021 41.257948413050009 0.17437500000000003 0.10876000000000002 -0.55200499999999997 85.799452775150016 85.431134011250023 85.619326080400015 61.076391807500009 61.917879202350001 -0.08725999999999999 44.952171034750002 42.783136484500005 62.132955852800002 40.518963363600001 85.769879735700016 75.381677519650012 37.995872310650007 40.21994457600001 0.082855000000000026 0.086075000000000026 37.232443001650005 86.135510041400025 62.116825104000007 0.093955000000000025 41.243661560350013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 7 6 8 9 -1 10 12 -12 15 -14 -15 -5 -13 18 20 24 -10 -22 23 -23 -20 -3 27 28 -4 -28
right_child=1 25 26 4 -6 -7 -8 -9 17 -11 11 16 13 14 -16 -17 -18 -19 19 -21 21 22 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0017035185447010048 -0.0020764588470785733 -0.00067572483393034009 -0.00023253426795991541 -0.0021160794216209347 -0.0024057880182227734 0.00085160922456561125 0.0012743763553274515 -0.0022804383889165761 -0.0019706490942319366 0.0014236788088261775 -0.0022361382105275033 0.00057965296350986233 0.0019023113520916881 0.00078791425056659256 -0.002218302292741019 3.708333871337752e-05 -0.0010970556779970383 -0.0018296244083067172 0.0009137064448782586 -0.0029739094604740203 0.001221796875661841 0.00031725368632684988 0.0008896635887925572 -0.0016291426518113435 -0.00140582490946928 5.8802645486242328e-05 0.00047942460287942688 0.0018487210647644104 0.0012577835787851001 0.00013975221952099176
leaf_weight=1.7616499429568602 2.5555483894422641 10.858686648571164 5.8062023818492872 2.3580972319468883 3.0968404151499263 13.82205720245838 5.498547898605465 1.6485964376479376 1.8982988470234108 2.9252226427197447 2.8844445683062068 4.7689036298543197 4.7507052049040777 3.6796457343734801 1.6125431181862948 10.535655138664877 5.4436080642044544 2.6138489656150332 2.8837010469287625 2.1876639723777771 5.5872548501938608 3.7429807726293784 4.5643469914793959 4.9153043814003468 2.536272537894547 125.85262704378692 90.751869946718216 5.6783647090196601 3.9819745421409607 82.357022443320602
leaf_count=11 91 422 28 145 38 72 28 29 141 10 58 23 14 84 38 116 46 48 90 26 30 22 17 33 29 1917 467 27 16 517
internal_value=0.000143721 -3.76508e-05 0.000232571 -3.19317e-05 -0.000296143 0.000190078 -4.93499e-05 -0.000135255 -0.000271995 -4.44787e-05 -0.000163664 -0.000737396 0.00016394 0.000832375 -0.000128087 -0.000356702 -0.000314088 -0.000384514 -0.000251115 -0.000977519 1.57467e-05 0.000216214 -0.000208697 -0.000787715 -0.000171716 4.60702e-07 0.000366826 0.000915268 0.000373749 0.000317825
internal_weight=423.558 139.267 284.292 95.7162 43.7043 52.0119 38.1899 40.6074 32.6913 38.9588 36.0336 13.097 22.9366 10.0429 5.29219 12.8938 10.2125 30.9297 28.3158 7.60764 20.7082 18.8099 13.2226 8.65829 5.41997 136.711 188.575 15.4665 9.78818 173.109
internal_count=4633 2430 2203 1148 601 547 475 563 447 534 524 127 397 136 122 261 69 436 388 145 243 102 72 55 119 2339 1055 71 44 984
is_linear=0
shrinkage=0.00188464


Tree=515
num_leaves=31
num_cat=0
split_feature=1 0 0 3 0 2 4 0 0 1 3 0 0 0 1 2 4 4 3 3 0 1 1 0 0 4 1 2 1 1
split_gain=2.54796 2.74521 2.56165 2.19805 1.60492 1.60748 1.59022 3.41098 2.34307 4.71997 1.92916 1.66217 1.92567 1.99755 1.99505 2.26442 2.19903 1.92533 1.71336 2.29919 1.42132 3.8412 3.19026 2.33022 1.60459 1.58037 5.94697 2.31195 2.27184 3.47753
threshold=70.182199495350019 94.625660817400004 85.990333302400003 -0.20885999999999996 85.931187223550012 -0.074029999999999999 41.873095646600007 85.823648898300021 85.121961326250016 61.546871980350012 0.10876000000000002 85.799452775150016 85.431134011250023 85.619326080400015 61.076391807500009 -0.082275000000000001 44.952171034750002 42.783136484500005 -1.0000000180025095e-35 -0.12193999999999999 91.109157582800023 67.606656606400023 66.439865777750015 90.321439350550008 89.861713010250014 38.621016321050007 63.910026677050006 -0.14008999999999996 62.095317438950012 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 3 4 -2 6 -6 8 10 9 -1 11 12 14 -14 16 -16 -8 -15 19 -18 23 22 -22 24 25 -4 28 -28 29 -27
right_child=1 -3 20 -5 5 -7 7 -9 -10 -11 -12 -13 13 17 15 -17 18 -19 -20 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00032794639560748364 0.00051063003826210072 2.3331890503634917e-06 0.0010108616053540642 -0.0017304297678073376 -0.0024412703500635547 -0.00017088398478546046 -0.0020786333271155311 -0.0024654986296584525 0.00063656861515334743 -0.0018690029464728775 -0.0022327537203581534 0.00139173315895861 -0.0021933538188684092 0.00057417934874585605 0.0013417255054871391 -0.0010459252274041824 0.00022239308723031456 -0.0011069754573105224 0.001571327865826612 -0.0021154575118402194 7.6315802398383323e-05 0.00039917767899040992 -0.0020361493226838012 0.0012040854273137971 -0.00048692452989637479 0.00051897983495674614 -0.00035979434968041768 -0.002738618337928397 0.00078767757991917917 -0.00050374166335498741
leaf_weight=13.573314270237463 2.1156869204714894 133.07414045959013 15.037641452625392 5.860408065840601 1.8677736334502695 2.7217671051621428 2.0063797245966297 2.2735177110880604 27.548266867175698 4.6679659374058238 1.4360036505386222 2.7923499867320052 2.5738978805020443 4.5173457339405996 7.4002150720916688 1.7431581174023429 6.5814296246971926 5.2105575501918793 2.1591829098761073 1.9330254865344603 5.3036443013697845 31.049837410915643 4.8717109868302941 13.770078144967554 7.0329134017229071 39.885277643799782 3.0419062022119761 2.7749628648161879 43.807664811611176 16.776001149788499
leaf_count=227 24 2226 67 213 30 14 145 27 125 162 29 10 58 23 98 38 50 46 20 46 42 181 60 66 39 192 23 27 236 89
internal_value=0.000143818 -6.20361e-05 0.00024965 -0.00113598 -8.83597e-06 -0.00109485 4.88415e-05 -0.000222574 0.000289656 -0.000234256 -8.96179e-05 -6.25511e-06 -0.000120648 -0.000716941 0.000215481 0.000886527 -0.0002684 -0.000326298 7.18795e-05 -0.000308366 0.000377949 6.9851e-05 -0.000935081 0.000467316 0.000388276 0.00043901 0.000358102 -0.00149462 0.00046537 0.000216177
internal_weight=415.408 141.05 274.358 7.97609 91.0062 4.58954 86.4166 40.6271 45.7895 18.2413 38.3535 36.9175 34.1252 12.3018 21.8234 9.14337 12.68 9.7279 10.6736 8.51446 183.352 41.2252 10.1754 142.126 128.356 121.323 106.286 5.81687 100.469 56.6613
internal_count=4633 2463 2170 237 1148 44 1104 590 514 389 563 534 524 127 397 136 261 69 116 96 1022 283 102 739 673 634 567 50 517 281
is_linear=0
shrinkage=0.00188464


Tree=516
num_leaves=31
num_cat=0
split_feature=1 0 0 2 4 3 2 4 4 3 4 2 4 3 2 2 4 4 0 1 1 4 3 2 2 2 3 1 0 0
split_gain=2.5 3.1995 2.8252 2.83898 1.94407 2.84261 4.76888 4.02391 3.26448 2.69489 3.36675 4.27557 2.45148 2.26266 2.237 2.34558 2.02141 2.37703 1.84207 1.8059 6.99051 1.76701 1.75541 1.68849 2.64001 2.28391 2.15493 2.12712 3.19902 3.05817
threshold=70.182199495350019 85.732241321850012 94.625660817400004 -0.08725999999999999 40.574766824850009 0.087795000000000026 -0.011849999999999999 43.564719632750005 43.895345911700005 0.092895000000000019 43.182896969600009 -0.094409999999999994 40.300545846000013 0.092015000000000027 -0.13006999999999999 -0.23265499999999997 40.986363433950011 41.489621506400006 86.264556031700025 62.095317438950012 62.057679025150001 40.300545846000013 -0.20885999999999996 -0.051199999999999996 -0.068964999999999985 -0.057599999999999998 -0.222165 75.28220456885002 100.19345760555002 97.491557184450016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 21 12 6 7 19 -9 10 11 -7 14 -13 15 -3 -11 -18 -10 20 -6 -2 -23 24 27 -26 -25 -4 29 -29
right_child=2 4 23 -5 5 9 -8 8 18 16 -12 13 -14 -15 -16 -17 17 -19 -20 -21 -22 22 -24 26 25 -27 -28 28 -30 -31
leaf_value=-0.0001107000390172662 -0.0024809050968913312 0.00020571831587106333 -0.00050972057571629578 -0.002177201765662409 0.0010130747564219048 0.00047303569922445109 -0.0013883946747924826 -0.0025523115020157912 0.0011351437877678034 -0.0012315589521959967 0.00087126791394473641 -0.0024292998519621226 0.0013584685852832555 -0.00059506704350231461 0.00059378590164844644 -0.0016141047590848931 0.00094089177389304797 -1.3119870301102343e-05 -0.00074126691635662033 0.0011011802307450613 -0.0017252827317709597 0.0018917047513084392 -0.00063401427827528846 -0.0013014019110859421 -0.002722293350402583 -0.00017864426692941842 0.00037564082773706498 -0.00077247397067097435 -0.00022525777691867691 0.0010139847451172148
leaf_weight=66.02163482143078 0.88676381669938553 10.011832010000942 25.759420285001397 4.2965270124841464 13.953869517892601 4.3678184449672708 4.4680450689047566 2.1226449832320196 3.349576935172081 3.3529314845800391 3.9542505238205186 6.4811764769256115 12.210482984781263 3.7830511480569839 66.005233459174633 3.3598861172795287 13.551056899130343 29.408416362479329 4.1738319476135075 33.079074766486883 4.3414267897605887 1.7254250273108485 2.254464637953788 2.8776380666531614 2.5448769219219685 2.4713552910834542 50.149204830231611 4.1622838624753085 33.711774617215269 18.671754367649555
leaf_count=993 22 53 381 114 60 17 44 18 12 18 24 54 60 22 298 21 54 158 56 180 28 13 88 80 63 19 616 41 916 110
internal_value=0.000150891 0.000253538 -4.68349e-05 -0.00106074 0.000361873 0.000214053 0.00049107 0.000628688 -0.000488212 -6.5481e-05 -0.000671707 -0.00108869 0.000572316 -0.00175326 0.000451383 -0.000251545 0.000177812 0.000287812 9.41499e-05 0.000838398 0.00036327 -7.50711e-05 0.000460976 1.93618e-05 -0.000141726 -0.00146911 0.000284632 -6.08264e-05 0.000143667 0.000688342
internal_weight=437.508 287.996 149.511 9.16318 221.975 130.387 65.4885 61.0204 9.64605 64.8987 18.5863 14.632 91.5874 10.2642 79.377 13.3717 46.3124 42.9595 7.52341 51.3744 18.2953 4.86665 3.97989 140.348 87.3215 5.01623 53.0268 82.3052 56.5458 22.834
internal_count=4633 2170 2463 237 1177 745 398 354 86 347 117 93 432 76 372 74 230 212 68 268 88 123 101 2226 1530 82 696 1448 1067 151
is_linear=0
shrinkage=0.00188464


Tree=517
num_leaves=31
num_cat=0
split_feature=1 0 0 3 3 3 2 2 2 3 3 3 2 4 2 3 2 4 4 4 0 0 3 0 2 1 3 2 3 3
split_gain=2.11022 3.05672 3.02428 3.50327 1.70118 1.50724 1.69604 4.4285 2.42348 2.23426 1.50095 5.13055 4.71723 3.90871 3.02605 3.49312 2.71063 2.64665 2.63099 2.62502 2.47874 2.05682 1.91426 1.79155 2.05439 1.72059 1.65625 1.63411 2.55819 4.91067
threshold=70.182199495350019 85.990333302400003 94.770837556450019 -0.20885999999999996 0.4149000000000001 0.12001500000000002 -0.057599999999999998 -0.068964999999999985 0.22387500000000005 -0.22831499999999999 0.08759500000000002 0.092895000000000019 -0.079789999999999986 41.489621506400006 -0.072755 0.10249000000000003 -0.11963999999999998 43.564719632750005 43.895345911700005 42.670715716450012 89.711159354950013 86.264556031700025 0.090235000000000024 87.525442894850016 1.0000000180025095e-35 62.095317438950012 0.08673500000000002 -0.043559999999999995 0.083905000000000021 0.076130000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 6 7 -4 9 -8 17 12 22 14 15 20 -17 19 -19 26 -13 -20 -12 -14 -25 -21 27 28 29 -3
right_child=2 10 4 -5 -6 -7 8 -9 -10 -11 11 13 23 -15 -16 16 -18 18 21 25 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-5.6049665727965543e-05 0.00083946945832538125 0.00040579031292119054 -9.1224300719600852e-05 -0.0014503522795728582 -0.0021134254481689567 0.00098802584942989016 -0.0014661947560179532 -0.0026403667665805147 -0.00059042141924054944 0.00055532158132242304 -0.00045346674226108509 0.0015941043756528392 -0.0022040332569041652 -0.00017631769775648619 0.0012193902403399115 0.00029654232701962487 -0.0018290787157829273 -0.0023701367887176529 0.0015024630430171657 0.00037460850250695387 -3.2448790737153658e-05 -0.00050273137116495041 0.00073381995064843576 0.00031330295456838755 -0.0018587391730781342 0.0015519039679450994 0.0012807538497804419 0.00073402485360707305 0.00095896853537104311 -0.00136422248150838
leaf_weight=94.140743387164548 2.9724713675677785 14.281538231298329 73.240096515975893 9.8057988216169143 1.2597399349906471 5.5308501186664207 1.9603878861526016 2.4029653826728454 9.2102736511151289 38.991401743551251 9.5561648271977955 7.1548338010907191 5.1106253787875158 21.40264212153852 24.697123218327761 4.4991660788655281 3.7595885768532735 1.8197715803980816 2.4586442559957487 5.9774793311953571 5.7844724431633949 6.0283892001025379 9.0044134072959405 3.1453163549304008 2.8190682232379913 14.563837237656115 7.0380087457597247 20.119025228545073 7.9598960578441611 8.5575877241790277
leaf_count=1148 26 68 1304 308 38 65 48 58 189 427 55 27 43 114 103 21 20 16 7 31 30 76 38 15 29 92 38 121 30 48
internal_value=0.000121372 0.000215178 -5.9225e-05 -0.000917696 2.35059e-05 4.40028e-05 2.50011e-06 -0.000172203 0.000265948 0.00045855 0.000352649 0.000193669 -0.000446904 0.000475754 0.00077984 0.000267735 -0.000671093 0.000526181 -0.00035411 0.000641765 0.000866959 7.81618e-05 0.000122529 -0.00140121 -0.000713313 0.00120931 0.000440609 0.000324482 5.69546e-05 -0.000257415
internal_weight=425.252 279.878 145.374 12.7783 132.596 131.336 125.805 75.6431 50.1621 40.9518 185.738 96.9334 29.6356 67.2978 45.8952 21.1981 8.25875 88.8042 10.3068 78.4974 12.9393 8.48703 18.5606 11.075 5.96438 20.5413 57.9561 50.918 30.799 22.8391
internal_count=4633 2170 2463 334 2129 2091 2026 1362 664 475 1022 495 180 315 201 98 41 527 99 428 57 83 93 87 44 123 305 267 146 116
is_linear=0
shrinkage=0.00184769


Tree=518
num_leaves=31
num_cat=0
split_feature=0 0 4 2 2 1 1 4 1 4 2 4 1 3 3 2 2 2 4 4 2 4 3 2 2 0 2 3 3 2
split_gain=3.9105 3.21435 2.49783 2.43993 2.65989 2.02249 2.65951 3.41221 2.17157 4.20617 2.71982 2.464 2.43917 2.21712 2.99222 2.56949 1.91559 2.59885 1.88444 3.10993 1.87705 1.78814 2.40241 1.61762 1.58776 2.14425 1.5189 3.05625 2.99417 3.83195
threshold=93.972365491700018 85.990333302400003 38.238138001450004 -0.047144999999999999 -0.11692 71.830224329350003 71.053259929650025 41.404176814550006 81.339300736700025 44.749265482150008 -0.085550000000000001 42.431220712750012 83.75622459600001 0.092185000000000031 0.08759500000000002 0.15915000000000004 0.04932000000000001 -0.14704500000000001 43.61821939175001 43.663128814500006 -0.18437499999999998 40.94178426300001 0.088890000000000011 -0.18437499999999998 0.20852500000000004 85.931187223550012 -0.072755 0.10487000000000003 0.099855000000000027 -0.053874999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 4 -2 6 7 -4 13 10 11 12 -10 14 -7 -15 17 20 -8 -20 -9 -16 -23 -21 25 26 -1 28 29 -28
right_child=2 -3 5 -5 -6 8 18 16 9 -11 -12 -13 -14 15 21 -17 -18 -19 19 23 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00015229113309461149 -0.00037243718216634845 0.00040539253050264515 0.00099834908912879152 -5.706420515536782e-05 -0.0020986300369621852 0.00015730739846882681 -0.0021643038301374456 -0.0015080845020520259 0.0014356427471772341 0.00042398928130215138 -0.0016220016241456341 -0.0015770534353727211 -0.00095855183246497909 -0.00043136310212521246 0.0014605735199570028 0.0012421390538264584 0.0010315983006884092 -0.0021679895482049666 0.0027586280644439185 0.0017302499303994423 0.0010704058735397661 0.0012519032400066287 -0.00070611122100639118 -0.001948034036607802 0.0011706433719364836 -0.0012891403084995987 -0.0033295271194666771 -0.0019661338923674943 0.00093959968733100543 -0.00024414609907323582
leaf_weight=64.397525261039846 5.7898182330536656 184.93253759900108 5.949893610551956 11.826806317490989 5.4803695593145694 36.950004521757364 4.0361544648185363 1.5769669497385623 3.3922116942703742 13.994601152488029 8.2364775513997319 2.6969323909142986 2.2206737885135226 20.28592538647354 11.613317981362345 3.3751365318894377 1.5851788781583307 3.7021812302991743 0.77418338134884868 0.45805811882019165 2.0453494163230048 4.3815705776214591 3.6004514843225479 2.1332477843388906 3.5248991632834068 4.162996642291545 1.4374953433871294 3.2977827340364447 5.8400795347988597 10.868790821288714
leaf_count=776 217 1042 43 197 160 351 83 31 26 258 291 112 166 165 55 27 13 71 2 4 19 18 22 105 30 42 14 34 28 231
internal_value=0.000143562 0.000269699 -8.14425e-05 -0.000620535 -0.00121184 1.21712e-05 -0.000476284 -4.30562e-05 0.000110355 -0.000292652 -0.000898776 -0.000181933 0.000488407 0.000263812 0.000454814 -0.000192646 -0.000738508 -0.0011216 -0.00134603 -0.000364702 -5.21339e-05 0.00101581 0.000368701 -0.00129783 1.39621e-06 -4.43956e-05 1.59698e-05 -0.000393408 -0.000107593 -0.000604549
internal_weight=434.568 278.462 156.106 23.097 11.2702 133.009 22.2612 14.8596 110.747 30.5409 16.5463 8.30982 5.61289 80.2064 56.5453 23.6611 8.90968 7.3245 7.40164 3.36549 3.62232 19.5953 7.98202 2.59131 93.5296 90.0047 85.8417 21.4441 18.1464 12.3063
internal_count=4633 2197 2436 574 377 1862 371 177 1491 853 595 304 192 638 446 192 134 121 194 111 50 95 40 109 1155 1125 1083 307 273 245
is_linear=0
shrinkage=0.00177594


Tree=519
num_leaves=31
num_cat=0
split_feature=1 0 0 4 0 4 2 3 3 2 1 0 0 0 4 0 4 4 4 4 0 3 3 2 4 0 3 3 2 2
split_gain=2.74189 3.52271 3.08791 2.22468 4.0382 2.85886 2.84694 2.5202 2.11839 1.95835 1.7549 1.72753 1.97873 2.22359 2.36126 1.9878 3.3054 2.05772 1.85838 1.67603 1.84506 1.64096 6.0794 4.38068 3.5559 3.67698 2.64462 2.33439 3.47363 2.59754
threshold=70.182199495350019 85.990333302400003 94.625660817400004 41.873095646600007 85.823648898300021 41.257948413050009 0.17437500000000003 0.10876000000000002 -0.20885999999999996 -0.55200499999999997 62.132955852800002 85.799452775150016 85.431134011250023 85.619326080400015 42.783136484500005 82.605564516150011 48.393869453650005 42.759119507950011 43.847983878700006 44.279556297950009 91.625341543800019 0.08759500000000002 0.093325000000000033 -0.016014999999999998 41.489621506400006 86.780739992750014 0.10131500000000003 0.10214000000000002 -0.072755 -0.11963999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 5 7 6 9 11 -2 -1 -11 12 15 -14 -15 16 -5 -17 -19 21 -21 -3 23 -23 27 -26 -27 -24 29 -29
right_child=2 19 -4 4 -6 -7 -8 -9 -10 10 -12 -13 13 14 -16 17 -18 18 -20 20 -22 22 24 -25 25 26 -28 28 -30 -31
leaf_value=0.001719248833633998 0.00040246307719821341 0.00065181060968107934 1.8762109891508837e-05 -0.0013982798635432075 -0.002441950274698128 0.00097833858658282315 0.001280729391691405 -0.0023888239771990339 -0.00178220837272949 -0.00021107949428101334 -0.0018783228154907405 0.0013435730339065703 -0.0022757741247374738 0.00061957231984203641 -0.0012198176324861448 0.0020057299661998796 0.00041264806940288312 -0.0011845850247597829 0.0012124588189665561 0.00036724066553118768 -0.0016222952593203282 -0.0001120057592662731 0.001346881293698729 -0.0021386910965482068 -0.0014286741972070179 -0.00059758030167137582 0.0011071920774298914 0.00045311097677375271 0.0010149140649778131 -0.0016597477858459335
leaf_weight=1.7948536407202436 2.2502009216696024 87.517395317554474 132.27701906120637 5.9300194380339262 3.1258875839412203 14.365690725389866 5.3156521692872039 1.8229192942380894 6.0502707631094363 29.042479400988675 2.5367748364806166 2.9295237809419623 2.8948161201551548 4.7918052338063699 5.584898766130209 3.5530308969318849 10.014958955347536 2.2739660739898682 2.5194143261760473 3.9653520667925468 3.045452618971467 26.206945739686493 22.50765322893858 4.6388137191534033 5.385713808238509 5.5331851765513411 8.5725394338369352 4.8318926244974136 16.421153530478477 3.8742751330137271
leaf_count=11 24 462 2226 274 38 72 28 29 213 388 48 10 58 23 46 15 67 27 14 29 59 130 89 45 37 32 30 21 68 20
internal_value=0.000167844 0.000274342 -5.26075e-05 -2.13429e-05 -0.000333514 0.000246027 -2.58839e-05 -0.000177761 -0.00118996 -0.000233994 -0.00034501 -7.82215e-05 -0.000189107 -0.000786017 -0.000370415 0.000137013 -0.000260845 0.00089708 7.5308e-05 0.000425635 -0.000497002 0.000460507 0.000289617 -0.000416794 0.000614226 -7.74445e-05 0.000438469 0.000897245 0.000494487 -0.000487119
internal_weight=431.575 290.997 140.577 98.4967 45.4412 53.0555 38.6898 42.3154 8.30047 33.3741 31.5793 40.4924 37.5629 13.2715 10.3767 24.2914 15.945 8.34641 4.79338 192.5 7.0108 185.49 97.9722 30.8458 67.1264 19.4914 14.1057 47.635 25.1273 8.70617
internal_count=4633 2170 2463 1148 601 547 475 563 237 447 436 534 524 127 69 397 341 56 41 1022 88 934 472 175 297 99 62 198 109 41
is_linear=0
shrinkage=0.00192234


Tree=520
num_leaves=31
num_cat=0
split_feature=0 0 4 3 3 2 3 4 0 4 2 1 2 3 3 3 3 0 2 4 1 4 0 0 4 0 4 2 0 2
split_gain=2.44742 3.34388 1.73797 2.28237 4.0906 2.25655 7.74922 2.9579 3.50053 3.24415 3.82162 4.82116 4.60553 3.80735 3.06803 2.13618 2.52041 2.11299 1.92657 4.34461 1.85883 1.79141 1.64006 1.65208 1.62754 4.46711 2.60588 2.86395 2.34925 2.0459
threshold=93.972365491700018 85.990333302400003 44.279556297950009 0.080545000000000019 0.079220000000000027 0.15684000000000003 0.099855000000000027 41.243661560350013 86.420486603250012 43.157831852650006 -0.06828999999999999 62.245871094250013 -0.083834999999999993 0.085345000000000018 0.088565000000000019 0.11071500000000002 0.093325000000000033 86.264556031700025 -0.090369999999999992 38.983591653800012 63.910026677050006 42.154118731400011 91.625341543800019 90.490812212800009 41.873095646600007 85.823648898300021 41.257948413050009 0.17437500000000003 85.799452775150016 -0.105535
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 3 4 17 7 -7 15 14 10 12 -12 -10 -14 -9 16 -5 -3 19 -19 -17 -16 23 -4 26 28 27 -1 29 -26
right_child=-2 2 22 5 -6 6 -8 8 9 -11 11 -13 13 -15 21 20 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00028222040499741469 -5.2710967017784806e-05 -0.00079525272091599496 -0.0010084492662978057 0.00043649157651153313 0.001888417120073152 -0.0026616711751190022 0.00077934954559407039 0.001378138059436641 -0.00020924100428209132 0.00076910303617708752 0.0013205865096183114 -0.0012916227106382493 -0.00021153806084627755 -0.0028734782370796333 0.00074321889417277816 0.00061179381006462618 0.0013321307358733821 -0.0015807671359961625 0.0010321605697801598 0.00093312753977395899 -0.0010005378518967763 -0.0011307509482785421 -0.0022775903735015703 0.0013587397713166265 0.00019456303340521089 -0.00253981666399135 0.00091815273749235439 0.00128952302225511 0.0015400881870798419 -0.00069358174908319009
leaf_weight=32.923020627582446 156.18672030320158 4.2625903636217108 2.6809330973774186 24.439411599189043 10.553206153213976 4.1144681293517333 6.4774383008480072 12.328559633344414 12.483576022088522 9.8803198938257975 7.6232659667730385 4.2202062201686203 3.0383830368518812 6.4535215646028519 3.9365845024585715 6.5125171020627004 23.88664897531271 4.1244713366031593 20.641037778928879 7.3591207340359688 4.757253160700202 3.9084742181003094 1.6613820504862813 1.9638183419592676 19.19263175805099 3.2099027745425692 14.067035546526311 5.1551028909161678 2.9719944670796385 20.755935071036223
leaf_count=452 2436 22 44 111 84 56 29 54 59 48 26 29 12 55 13 27 100 31 97 29 26 29 49 12 246 38 72 30 10 307
internal_value=0.000144636 0.000252566 0.000406252 0.000441507 0.000813607 0.000311219 -0.000557329 0.000385728 9.25757e-05 -0.000219308 -0.000508076 0.000389773 -0.000991963 -0.00202138 0.000768166 0.000699919 0.000879189 0.000501885 0.000674001 3.02318e-05 -6.88119e-05 -0.000190409 -0.000605635 -7.59286e-06 -4.03501e-05 -0.000308629 0.000196984 -6.94342e-05 -0.000141765 -0.000266887
internal_weight=441.77 285.583 187.307 181.001 46.9404 134.061 10.5919 123.469 63.8729 43.6993 33.819 11.8435 21.9755 9.4919 20.1736 59.5958 48.3261 36.3872 32.1246 11.4836 11.2698 7.84506 6.30613 4.64475 98.2756 46.1305 52.1452 38.0781 42.9206 39.9486
internal_count=4633 2197 1042 937 263 674 85 589 325 229 181 55 126 67 96 264 211 179 157 60 53 42 105 56 1155 601 554 482 563 553
is_linear=0
shrinkage=0.00196078


Tree=521
num_leaves=31
num_cat=0
split_feature=1 1 1 0 3 3 3 4 3 3 4 3 3 2 2 2 2 3 3 4 4 1 3 2 2 0 2 2 2 3
split_gain=0.425753 2.0022 0.745166 2.08954 2.95872 0.930064 0.824444 1.08011 1.58714 1.28642 1.34637 0.88244 1.67951 0.757095 0.718751 2.69692 1.39063 1.65444 1.69401 1.28684 1.07082 0.997801 0.972653 0.744726 2.38192 1.93704 1.43886 1.45974 1.53255 1.24807
threshold=70.348883899450016 70.74946416085001 71.053259929650025 95.550490414250007 -0.089139999999999997 -0.25843999999999995 -0.25420999999999999 37.232443001650005 0.094235000000000027 0.094595000000000026 33.361153777850006 -0.22831499999999999 -0.21029499999999998 -0.079369999999999996 0.059500000000000011 -0.0025899999999999999 0.22387500000000005 0.10214000000000002 0.08079500000000002 42.527280425250005 43.477771593600004 76.621056717750008 0.08759500000000002 -0.051199999999999996 -0.068964999999999985 96.978061681550017 -0.077679999999999985 -0.084729999999999986 -0.088465000000000002 0.085235000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 13 4 -4 -5 -7 8 -8 -10 -11 -9 -13 -3 15 23 19 18 20 21 -18 -16 -23 24 26 -26 27 28 -14 -29
right_child=1 2 3 5 -6 6 7 11 9 10 -12 12 14 -15 16 -17 17 -19 -20 -21 -22 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0019826571542736963 -0.045599004703077907 -0.0016268135391338495 0.004687877732278814 -0.033655345763872205 -0.045560932386511689 0.036707842655402396 -0.048369634674151583 -0.02447063105457107 0.049566005335938385 0.04081532615124496 -0.033971418543887959 0.037694251416289425 -0.0016933132303220272 0.030057342857816801 0.0069401882572318651 -0.048919794798645271 -0.020056438216124302 0.029823061819681369 -0.0390221610213752 -0.0067443281457326022 0.036336064097524837 0.011672615557774589 0.046003928268411376 0.011033639394406521 0.0021792600306241327 -0.061957533251277806 0.023530400634509518 -0.059544216829536013 0.024997282331516012 -0.010859730581702138
leaf_weight=232.33919637463987 1.8077091879677016 2.6260060407221317 4.0632422184571624 1.417959457670803 4.4238339664298092 1.1565730582224194 1.9669898667343648 2.2691680904244995 0.73620928253512863 0.58289520239486625 1.7158014350570736 2.3679589437087847 30.717918944021207 2.8343365164473644 4.1507414281368273 2.0486103000294156 1.2095810690079809 1.6875809878110883 3.1134828695794567 3.4284402743796809 1.2249425817281006 2.3306481878389604 4.142884295899421 10.384911547153029 1.457355119287967 2.0459709988208488 4.6427642445778465 1.2404311107238744 4.4518158250721163 4.089345671236515
leaf_count=2203 91 32 64 101 300 11 217 47 5 42 80 22 699 19 24 99 32 26 55 45 11 31 22 133 6 57 30 22 43 64
internal_value=0.000949977 -0.00122458 -0.000485453 -0.00129629 -0.021504 0.000517017 0.00103713 0.000588726 -0.0186227 0.000656957 -0.0150073 0.00169319 0.00239384 0.0148197 0.001379 -0.000965583 0.00810595 -0.00703693 -0.0182489 0.0159028 0.00831773 0.0232111 0.0336437 0.000698633 -0.00150769 -0.0352771 0.00111303 -0.00145684 0.00168521 -0.0221904
internal_weight=342.675 110.336 108.528 103.068 8.48708 94.581 93.163 92.0064 5.0019 3.03491 2.2987 87.0046 84.7354 5.46034 82.3674 61.0791 21.2883 7.23559 5.54801 14.0527 2.43452 10.6243 6.47353 59.0305 48.6456 3.50333 45.1423 40.4995 35.1697 5.32978
internal_count=4633 2430 2339 2288 364 1924 1823 1812 344 127 122 1468 1421 51 1399 1153 246 124 98 122 43 77 53 1054 921 63 858 828 742 86
is_linear=0
shrinkage=0.0425139


Tree=522
num_leaves=31
num_cat=0
split_feature=1 0 2 0 4 3 2 1 2 2 2 3 3 2 0 4 0 0 0 2 3 3 2 1 2 0 0 0 4 4
split_gain=2.35227 2.70103 2.74326 2.57045 1.67843 1.66 1.63357 2.59786 3.52503 1.97881 2.39902 1.82954 1.59236 1.56986 2.33875 1.50385 1.56969 1.44092 2.34333 1.42132 2.94978 2.87011 3.06121 2.86987 3.92004 2.07007 1.95265 1.77827 3.21193 2.12761
threshold=70.182199495350019 94.625660817400004 -0.08725999999999999 85.990333302400003 40.300545846000013 0.4149000000000001 -0.051199999999999996 81.339300736700025 -0.043559999999999995 -0.068964999999999985 -0.057599999999999998 -0.10978499999999999 -0.20885999999999996 0.20852500000000004 85.931187223550012 44.279556297950009 91.625341543800019 101.91675926715001 100.35207663525001 -0.072755 0.10487000000000003 0.099855000000000027 -0.053874999999999999 62.046925192600007 -0.013285 85.866664228400012 67.058211147750015 85.705356740550016 42.081757894750005 44.279556297950009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 13 -2 6 9 11 -9 -3 -11 -8 -6 14 19 -5 -17 18 -13 27 21 22 -21 24 -24 26 -26 -1 -29 -30
right_child=1 5 -4 15 12 -7 7 8 -10 10 -12 17 -14 -15 -16 16 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-5.736061173489119e-05 -0.0025251941541546237 -5.0115150009968203e-05 -0.0022464998116330311 0.00041823393493982473 0.0018955898322190754 -0.0021883099139289514 -0.00087769897568037124 0.0021450135659672608 -0.00093054507732251055 -0.0026452328140901828 4.1135553201356121e-05 0.00068103319557066095 -0.00066753684740427472 0.0012100591996869001 -0.0014697143393323819 0.00029047683562581509 -0.0016037225084659973 0.0013058080001284173 -0.00080988835652505376 -0.0034183982987278823 -0.0021028636425253506 0.0010067920597701585 0.0016977295112710535 -0.0023923682533335089 0.0020691706095501798 0.0010053519148790122 -0.0020397566041800799 0.0012914030469204103 -0.0011862002918460865 0.00081594672097161239
leaf_weight=43.54311629908625 0.82633778592571605 80.216732566041173 4.0238722553476673 182.67057942971587 1.659617721103132 1.2447160359879479 3.127634589560329 1.6009514974430192 9.850107383070279 2.4656535999383777 2.4482516378629944 23.767581971362237 1.9458916448056696 3.7686322303488842 4.1274729575961819 3.8028440386988214 2.8121847943402827 9.3728572088293713 4.6593948979862025 1.3020041268318916 3.2422330323606721 5.7906525861471883 3.647114297840746 2.0106206042692056 0.48350143805146206 1.6070594191551206 3.6829425920732319 11.497085250914099 4.4210064411163321 3.5254241600632668
leaf_count=690 22 1427 114 934 13 38 43 8 397 61 19 139 88 28 42 29 59 58 36 14 34 26 18 44 4 5 160 34 35 14
internal_value=0.00015437 -4.259e-05 -0.0010974 0.000257211 -5.40775e-05 2.16904e-05 4.16951e-05 0.000308811 -0.000500557 -0.000122654 -0.00130681 0.000535263 0.000512272 -5.15018e-06 -5.66766e-05 0.000385627 -0.000514786 0.000652174 0.00043666 1.21386e-05 -0.000411341 -0.000115274 -0.000625552 -0.00030745 0.00013753 -0.000848046 -0.00156293 0.000158479 0.000641845 -0.00029795
internal_weight=429.144 147.21 8.45572 281.934 4.43185 138.754 137.509 52.3785 11.4511 85.1306 4.91391 40.9275 3.60551 92.6489 88.8802 189.286 6.61503 37.7998 28.427 84.7528 21.7661 18.5239 12.7332 11.4312 9.42062 5.7735 4.16644 62.9866 19.4435 7.94643
internal_count=4633 2463 237 2170 123 2226 2188 681 405 1507 80 276 101 1148 1120 1022 88 233 175 1078 305 271 245 231 187 169 164 773 83 49
is_linear=0
shrinkage=0.00192234


Tree=523
num_leaves=31
num_cat=0
split_feature=1 0 0 2 3 3 4 0 3 4 2 2 1 2 4 4 4 2 3 0 0 1 4 2 2 0 4 4 0 3
split_gain=1.87575 2.70592 2.49125 2.59275 1.77718 1.75275 1.69559 4.17398 2.48659 2.45303 2.74272 1.94255 1.83124 2.85123 2.04588 2.62582 2.8472 1.81408 3.50657 1.96278 3.13843 2.57351 2.15347 1.97569 3.41101 1.72867 2.02919 1.41776 1.59314 1.4761
threshold=70.182199495350019 85.990333302400003 94.625660817400004 -0.08725999999999999 -0.20885999999999996 0.4149000000000001 41.873095646600007 85.823648898300021 0.10876000000000002 41.257948413050009 0.17437500000000003 -0.55200499999999997 58.309968391300011 -0.124155 38.396531328800009 40.21994457600001 40.636252116050009 -0.082654999999999992 0.10214000000000002 85.799452775150016 85.431134011250023 61.076391807500009 48.393869453650005 -0.087660000000000002 -0.105535 75.381677519650012 41.243661560350013 44.279556297950009 91.625341543800019 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 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 -4 9 8 17 10 11 -1 25 -14 -15 -16 -17 19 -19 20 21 22 -8 24 -22 26 -13 29 -29 -3
right_child=2 27 5 -5 -6 -7 7 -9 -10 -11 -12 12 13 14 15 16 -18 18 -20 -21 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.0016881842671387498 0.0013041083253390736 0.00057632790357899208 4.3556913286682264e-05 -0.0022111305495767924 -0.001112102867499454 -0.0021986439832337255 -0.0021895001558439402 -0.0024419575971769795 -0.0023617900680014446 0.0008838709763366241 0.0012463515734204202 -0.0020114190741079142 -0.0019536269124122859 0.00060724421787432313 -0.0017663348957967766 0.00090392332293772826 -0.0012699240276903691 -0.0015494521020278339 0.001539145914055676 0.0017752871715276792 0.00050339748977200392 0.0012951281196627233 0.00020928678772544552 0.00044447944515237981 -0.0025059608872873979 0.0014336332182016312 0.0022767844357139901 0.00029608614812980132 -0.0015830886036815623 0.00023052185392576877
leaf_weight=1.787661588750775 1.9715288300067184 85.928895175457001 139.73706920674886 3.8662577318027598 2.6196205574087799 1.3003251735062793 1.6120704167988211 3.1617837622761717 1.793389381840824 14.089829486561937 5.1679208343848577 1.4407436521723931 4.6396889146417406 6.4999290816485908 5.3046124055981627 5.0115295778959972 4.0064117666333914 6.1596900419099283 1.7426797933876512 2.5615181922912589 2.0794528014957905 7.9434965164400628 9.7315727919340116 2.7421649545431119 4.2092960886657238 3.5491795837879181 0.56876922771334637 3.938910447061061 2.8906394308432937 97.229477271437645
leaf_count=11 16 462 2188 114 107 38 79 38 29 72 28 92 204 43 35 19 23 189 6 7 14 98 70 14 57 17 3 29 59 472
internal_value=0.000136594 0.000227862 -3.78838e-05 -0.00105127 -7.45348e-05 2.28845e-05 -3.55492e-05 -0.00031458 -0.000148807 0.000198844 -5.53107e-05 -0.000260345 -0.000372635 -0.000590865 -0.000287213 -0.000693139 -6.18545e-05 -4.6472e-05 -0.000868335 0.00016385 1.80875e-05 0.000455999 -0.00013161 -0.00091715 -0.00151088 0.000626991 -0.000797693 0.000360691 -0.000499283 0.000392757
internal_weight=435.286 285.791 149.495 8.45741 4.59115 141.037 95.8034 43.7371 40.5753 52.0663 37.9764 32.8085 31.0209 25.4622 20.8225 14.3226 9.01794 38.7819 7.90237 30.8796 28.3181 19.2871 11.3436 9.03091 6.28875 5.55869 2.00951 189.988 6.82955 183.158
internal_count=4633 2170 2463 237 123 2226 1148 601 563 547 475 447 436 324 120 77 42 534 195 339 332 247 149 85 71 112 95 1022 88 934
is_linear=0
shrinkage=0.00192234


Tree=524
num_leaves=31
num_cat=0
split_feature=0 0 1 4 1 2 1 4 2 2 0 4 1 0 3 3 0 3 2 2 0 0 4 0 1 1 3 2 0 2
split_gain=2.41713 3.02376 1.97548 2.34011 2.03153 2.87982 2.44215 1.90148 1.58786 2.17219 1.55767 1.52602 3.24868 3.26477 1.66767 3.10151 2.41606 2.43895 5.6259 3.06723 4.45446 4.25 4.40625 2.96704 2.27461 1.83462 1.51507 1.49312 1.47517 1.45936
threshold=93.972365491700018 85.990333302400003 71.830224329350003 37.232443001650005 71.053259929650025 -0.50748499999999985 70.816675614150014 36.558960102350007 -0.056184999999999992 -0.10040499999999999 85.931187223550012 44.026978245600006 62.00390986255001 91.498984011650009 0.080545000000000019 0.079220000000000027 86.135510041400025 0.092895000000000019 0.0027500000000000003 -0.093604999999999994 87.525442894850016 86.904409066750006 42.759119507950011 86.345209775600011 64.730006406800015 62.041548276350007 0.08759500000000002 -0.074029999999999999 97.886760529650019 -0.61402999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 -4 6 -6 8 -7 9 -2 -1 14 -13 -14 15 -3 -16 18 19 26 21 22 25 -19 -22 -21 -18 -12 -5 -30
right_child=2 11 3 28 5 7 -8 -9 -10 -11 27 12 13 -15 16 -17 17 23 -20 20 24 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=3.1877190656543172e-05 -0.00033109257015982388 0.00055440357309021664 -0.0010503845032074834 0.00048312634220361593 0.002316665762979024 0.0012171137778429382 0.0010258684591373649 -0.0019371403942230285 0.00021159720538171774 -0.00246577306964805 -0.0026578844180701281 -0.0037981606761879924 0.00090841413553050822 -0.0024380798588306742 0.001216972792932404 0.0019693335162684926 0.0011293690178522148 -0.0011437357352626814 -0.0021532585177208236 -0.0002219659809215029 0.0012869119664047583 -0.0028001266609920714 0.0013486068412493183 0.00069319545537392397 -0.00039775752859751357 -0.0022167621608928795 -0.00013082177163904507 -0.00022491089717441027 -0.0023662445418484411 1.1703033624700866e-05
leaf_weight=89.320198275381699 5.3383519826456904 34.295449777506292 7.685339972988003 37.126757375779562 0.88544163852930324 0.92586385086178324 5.630807206965982 8.4478066209703666 6.3135512676090046 3.4110422893427312 1.8644766844809053 1.0980268083512772 5.1109120766632259 1.6948689050041137 12.814431563019751 8.4253803491592389 15.000926211476324 4.1341109275817862 5.0461132964119306 3.7907511889934629 8.4650606438517553 4.2463848590850821 4.2411146387457839 53.785749362781644 5.9647440025582901 4.2921277657151222 5.7664402723312369 2.6905149817466727 1.1436539052519936 76.394520693167578
leaf_count=1111 65 175 383 270 3 12 33 214 64 64 30 10 58 52 58 84 62 30 69 19 33 35 13 252 36 29 27 14 33 1295
internal_value=0.000156339 0.000274581 -5.34897e-05 6.5813e-05 -0.000525069 -0.00128534 -0.000148158 -0.00162559 -0.000587031 -0.00116332 -2.89045e-05 0.000434481 -0.000463053 7.50243e-05 0.000476144 0.000833455 0.000356466 0.000260357 -4.72418e-05 0.000158045 -0.000258244 -0.000997374 -0.000376213 0.000562082 0.000590532 -0.00128123 0.000779454 -0.00122079 0.000140625 -2.33706e-05
internal_weight=425.351 272.048 153.303 122.35 30.9529 10.2591 20.6938 9.37367 15.0629 8.74939 93.8752 178.173 7.90381 6.80578 170.269 42.7208 127.548 114.734 56.8137 51.7675 31.0002 16.5704 12.324 57.9199 14.4298 8.08288 20.7674 4.55499 114.665 77.5382
internal_count=4633 2197 2436 1981 455 229 226 226 193 129 1155 1042 120 110 922 259 663 605 323 254 165 96 61 282 69 48 89 44 1598 1328
is_linear=0
shrinkage=0.0020895


Tree=525
num_leaves=31
num_cat=0
split_feature=1 0 0 2 3 2 1 2 2 2 3 3 2 0 2 0 0 2 2 0 4 4 2 3 0 2 2 3 3 4
split_gain=2.30811 3.41557 2.93975 2.4901 1.83723 1.6685 2.13669 2.45077 1.99351 2.34609 1.59496 1.57228 1.54317 2.33963 2.28226 1.78285 2.82178 1.57465 4.10219 2.26534 4.10363 2.86163 2.55997 2.33521 1.82806 4.745 1.76889 1.48804 3.59052 3.34508
threshold=70.182199495350019 85.990333302400003 94.625660817400004 -0.08725999999999999 -0.20885999999999996 -0.051199999999999996 81.339300736700025 -0.043559999999999995 -0.068964999999999985 -0.057599999999999998 -0.10978499999999999 0.099465000000000012 0.17437500000000003 85.931187223550012 0.0027500000000000003 85.866664228400012 67.058211147750015 -0.017745 -0.033594999999999993 85.705356740550016 42.081757894750005 44.279556297950009 -0.091639999999999985 0.088350000000000026 85.398872513700013 -0.089569999999999997 -0.07490999999999999 1.0000000180025095e-35 -0.15148999999999999 39.476991512000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 -2 8 10 -8 -4 -10 -7 -12 13 14 17 16 -16 18 19 24 22 23 -21 -22 26 -26 27 28 29 -1
right_child=2 -3 5 -5 -6 6 7 -9 9 -11 11 -13 -14 -15 15 -17 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0021738834724573616 0.0012388272711841271 0.00041218574556998555 -6.3266055526738196e-05 -0.0022496299731476978 -0.0011762098337833808 -0.00084261483325980056 0.0020006161827023383 -0.00081062852836719177 -0.0027055428047321655 -1.8696950173546088e-06 0.00080258472814095276 -0.00021441515228787876 0.000864639630680037 -0.0014971188208526861 0.0022795235336871738 0.0010937248381429016 -0.0023217134738278255 0.0010661535191420313 -0.0028174766546457623 0.0020433223757260117 -1.7149561627554931e-06 0.00080340984430022071 0.00047531943771211171 -0.002556044097879987 -0.0024860748104055881 1.9289640184839955e-05 -0.0017229701171939894 0.00051069738805689592 -0.0015176651609624357 0.0007637924804259705
leaf_weight=1.6736280731856759 1.9667988279834387 187.03502554260194 79.0597983506741 3.9486690524499846 2.8520584530197084 2.9961350462399414 1.3074163468554605 9.2788045686029346 2.3589866342954338 2.3852811828255644 30.473279586760327 6.8871460314840069 6.6479377802461377 4.1938431970775119 0.56317129917442699 0.99997111037373532 3.9266314476262778 5.2993026380427173 1.8858210025355209 6.4766569510102263 2.4029227904975397 3.6335707381367683 9.4790656045079249 2.9418598599731922 4.1933477083221069 8.368448965251444 2.0142243290320101 18.324787054676563 5.7454757043160507 9.9368244537617993
leaf_count=72 16 1022 1448 114 107 43 8 403 63 19 166 76 45 42 4 4 156 42 26 16 13 16 33 33 75 59 24 195 212 81
internal_value=0.000159605 0.000259504 -3.92969e-05 -0.00111789 -0.000190521 3.08836e-05 0.000305246 -0.000463435 -0.000135896 -0.00134621 0.000506884 0.000615108 -2.98038e-05 -9.43947e-05 -2.74424e-05 -0.00122757 -0.00174456 5.25373e-05 -1.71525e-05 5.30809e-05 0.000526793 -0.000512833 0.00111179 -0.00140766 -0.000181944 -0.000817045 2.97033e-05 0.000128644 -0.000274737 0.000340331
internal_weight=429.257 285.743 143.514 8.76753 4.81886 134.747 50.9428 10.5862 83.8041 4.74427 40.3566 37.3604 98.7075 92.0596 87.8657 5.48977 4.4898 82.3759 77.0766 75.1908 24.9341 8.97835 15.9557 5.34478 50.2567 12.5618 37.6949 35.6807 17.3559 11.6105
internal_count=4633 2170 2463 237 123 2226 696 411 1530 82 285 242 1148 1103 1061 164 160 897 855 829 111 62 49 46 718 134 584 560 365 153
is_linear=0
shrinkage=0.00192234


Tree=526
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 0 2 2 2 1 2 4 2 3 3 3 3 0 2 1 3 0 3 2 2 2 4 2 3
split_gain=0.405024 1.86008 0.849281 0.786615 1.0808 1.68293 1.36482 1.34254 4.91903 4.22267 3.34618 3.09333 2.82404 2.17836 1.99279 5.75923 2.26513 3.77997 1.6403 2.06559 2.22402 2.05886 1.86106 2.84917 2.2674 1.8885 1.58247 2.23459 1.40541 4.17175
threshold=70.348883899450016 70.74946416085001 91.886121982450007 85.990333302400003 86.135510041400025 62.116825104000007 86.09518316945001 -0.06828999999999999 -0.077679999999999985 -0.054875 61.93938686740001 -0.043559999999999995 39.746231405950006 -0.078549999999999995 0.084365000000000009 0.096480000000000024 0.088145000000000015 0.08674500000000003 86.264556031700025 -0.083834999999999993 62.057679025150001 -0.22831499999999999 86.780739992750014 0.087475000000000011 -0.08725999999999999 -0.095074999999999993 -0.102645 39.476991512000005 -0.16164499999999998 0.087125000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 5 6 -5 8 10 -9 -6 -11 -10 18 -13 16 17 -16 -12 21 -21 -20 23 -23 25 26 27 -24 -29 -30
right_child=1 2 -4 4 7 -7 -8 9 12 11 13 14 -14 -15 15 -17 -18 -19 19 20 -22 22 24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.001548649477121427 -0.04823418938452903 -0.048589863889834432 -7.5317679705042207e-05 -0.013849767672986664 -0.041337084536984391 0.040402238252734007 0.022016306325750069 0.033804926707432729 -0.0072508129383335902 -0.042837267462381923 0.029675123895898162 0.018036377613125223 -0.063120419261583988 0.042329818578380016 -0.05394490968468986 0.013814874872960993 -0.048362636159116151 0.023753100359381 -0.024677006875843809 0.0097290153570356759 -0.035454309304209015 0.0091284639064288815 -0.0091212711071929874 -0.045805457132749139 0.042314017802237119 -0.012752404159081522 0.036685114271875999 0.028880631456377804 0.030799775410243542 -0.029939380540592194
leaf_weight=77.547557728539687 1.6883088652975846 0.74275148304877703 107.73216434093774 4.0552919581532461 3.3889995627105227 4.1193705275654784 4.663125567138195 10.736774601042269 3.6033149845898143 2.8984427452087393 4.4332032203674308 16.217992670834064 3.8002220019698143 3.0020029544830313 2.1174938185140508 18.131817728281021 5.4611065946519375 3.236521820537746 4.5735071541275749 3.5881265327334457 5.8712230417877436 4.7451664246618739 10.175304820761076 3.2535605803132057 4.1444358713924947 7.8400024734437528 4.5483347624540285 9.9647468756884248 5.3430750900879591 4.0746075622737408
leaf_count=1148 91 52 2287 24 25 27 20 51 22 20 19 115 36 58 33 99 55 18 53 13 46 26 60 20 17 50 19 76 29 24
internal_value=0.00112249 -0.00114048 -0.000407507 0.00218091 0.00401154 0.0165863 0.00533353 0.00289936 -0.000688947 0.00816891 0.0026158 0.00244213 -0.0359286 0.00458724 0.00534792 -0.00176099 -0.0278743 -0.00697618 0.00302563 0.00129135 -0.0183153 0.00445292 0.006916 -0.0132164 0.0104099 0.00725761 0.0118573 0.00803684 0.0170444 0.00452068
internal_weight=345.699 110.163 108.475 235.535 157.988 12.8378 8.71842 145.15 86.3498 58.8001 78.9463 48.0634 7.40354 75.5573 45.1649 28.9469 10.8151 5.35402 72.5553 68.1221 9.45935 58.6627 54.0892 7.99873 46.0905 41.9461 34.1061 29.5577 19.3824 9.41768
internal_count=4633 2430 2339 2203 1055 71 44 984 593 391 535 340 58 510 320 205 106 51 452 433 59 374 321 46 275 258 208 189 129 53
is_linear=0
shrinkage=0.0452143


Tree=527
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 4 0 2 3 3 1 2 0 3 2 2 2 1 1 2 0 2 4 1 2 3 3 3 2 2
split_gain=0.447232 2.36015 2.15066 2.43733 1.43265 1.51615 1.83258 1.98047 1.30342 1.26798 1.23142 1.15971 1.4545 1.3548 1.10067 2.39622 1.31074 4.01616 2.55761 1.79379 1.40081 1.37534 2.75719 1.0288 1.01228 1.01024 0.971887 0.977171 1.01734 2.81401
threshold=91.109157582800023 90.321439350550008 67.606656606400023 66.439865777750015 89.861713010250014 38.396531328800009 81.90387694410002 -0.25447999999999998 0.082685000000000022 0.25799500000000009 66.52858489605002 -0.09715 85.431134011250023 0.093185000000000032 -0.27494999999999997 -0.57826499999999992 -0.13509999999999997 63.452988794850008 62.186725015400008 -0.14314999999999997 89.057864029250013 -0.25572 41.243661560350013 55.782817748650011 -0.097799999999999984 0.18642000000000006 0.12376500000000003 0.12001500000000002 -0.059424999999999999 -0.068964999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 6 7 -1 -6 25 -3 13 -13 -8 15 -7 18 20 19 21 -18 -16 -23 -9 -19 26 27 28 29 -4
right_child=2 10 9 -5 8 14 11 23 -10 -11 -12 12 -14 -15 16 -17 17 24 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.031484431229052673 -4.0754544531377191e-06 0.028526964438067424 -0.00095591336363326713 -0.04239559220110236 -0.0023661300142729259 0.0050446137859075759 -0.011868243613311463 0.038431043532363582 -0.039612886316900416 -0.030808057533995077 -0.0013753822470701103 0.0018839210583680899 0.034195543451840463 0.020233779857064899 0.035163169151577175 -0.044982891410421479 -0.00014962553146212872 -0.0010339141347639352 0.029256955913744283 0.021053939217823649 0.022980130552489701 -0.054719057146888989 -0.0020136986706319995 -0.043826596441722772 -0.047367258580890623 0.035963668598936537 -0.030049326095759912 0.03301237050638315 0.0045945207119989688 -0.042230324639149275
leaf_weight=0.98526065237820448 4.4167401650920493 7.5995302870869619 73.578707794091315 3.9620208381675184 3.4829762438312164 3.4979066960513592 3.8309778003022092 0.26335624605417285 2.4746467468794435 1.972908645053393 2.9415426386985928 3.0163837485015375 7.428158350288868 4.2927970588207245 1.2008513957262081 2.5484624116797923 115.3004618101404 0.91936664283275593 6.9990756507031611 5.4804385975003251 4.1780903674662104 1.7466442035511125 12.232933285704346 2.1100013928953558 3.4540271206060416 1.2520926934375882 1.5794113689044014 1.4447017014026631 55.695588988201052 2.6346715472755013
leaf_count=21 42 47 1607 60 25 24 33 3 26 52 23 25 40 20 5 114 920 4 52 28 25 99 164 162 78 29 28 9 805 63
internal_value=0.00089455 0.00212066 -0.00074529 -0.0200495 0.00109397 0.00172236 0.0113902 -0.0152839 -0.0178375 0.000425439 0.0201826 0.016215 0.0248639 0.00509523 0.00037691 -0.0160413 0.00103211 -0.00069274 0.00875541 0.0018103 0.000659208 -0.00513704 -0.00859884 -0.034699 -0.0376271 0.000877917 0.000552344 0.000914783 0.000563242 -0.00238276
internal_weight=342.521 195.984 146.537 8.37876 185.443 179.485 21.9269 3.35862 5.95762 138.158 10.5411 18.5683 10.4445 8.12377 157.558 6.04637 151.512 123.852 27.6599 20.6609 119.479 15.1804 13.9796 2.37336 4.37339 136.185 134.933 133.354 131.909 76.2134
internal_count=4633 1938 2695 102 1868 1817 304 186 51 2593 70 118 65 53 1513 138 1375 1027 348 296 945 268 263 165 82 2541 2512 2484 2475 1670
is_linear=0
shrinkage=0.0392411


Tree=528
num_leaves=31
num_cat=0
split_feature=4 0 4 3 2 2 2 1 2 1 0 0 2 3 3 3 0 2 3 0 1 0 4 3 4 4 1 0 4 4
split_gain=0.410608 1.50949 1.34991 1.23461 1.97593 1.23724 2.58988 3.71578 2.30254 1.40578 2.31806 1.75249 2.74149 1.21422 1.21062 1.18656 1.19821 1.07378 0.9532 0.922768 0.841377 3.17984 2.64066 2.23639 1.52423 1.37023 1.19404 3.31117 1.34977 1.8214
threshold=42.081757894750005 104.03526427400001 42.027798546600003 0.088145000000000015 -0.24150999999999997 -0.160525 -0.08725999999999999 62.084563606450011 -0.084729999999999986 80.13218303615001 91.109157582800023 86.345209775600011 -0.011849999999999999 0.087245000000000031 0.087700000000000014 0.093955000000000025 97.32487278035002 -0.18437499999999998 0.090465000000000031 87.727077254650013 58.309968391300011 85.121961326250016 38.171717059500004 0.093325000000000033 39.476991512000005 35.771221912400001 64.369753017350021 88.350799540950007 41.243661560350013 41.835830569250014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 20 4 -2 15 7 18 -8 10 11 12 -10 -6 -15 -5 -17 -3 -7 -13 24 22 23 -22 25 -1 27 -23 -28 -30
right_child=3 17 -4 5 13 6 8 -9 9 -11 -12 19 -14 14 -16 16 -18 -19 -20 -21 21 26 -24 -25 -26 -27 28 -29 29 -31
leaf_value=0.022241382047738845 -0.043591414148323279 0.0069401600757187064 0.022053234696923985 0.030311366124197978 0.0010901724765192636 -0.021089503183918685 0.034149386456780395 -0.055546353426488532 -0.048807678818320946 0.016248883376799757 -0.047086391581181879 0.017460551200261871 0.011060677217006681 0.031843936920422332 -0.0022604028969109547 -0.031315551121430064 0.014405514666212255 -0.041509154215088967 0.014315701905753153 -0.006630791209425696 -0.044219877049570602 0.0040730012393393232 -0.044891915306081144 0.014460972737531436 0.033053865373506797 -0.046513757081733637 0.0013208810041017325 0.037886994802794054 -0.022391194985881168 0.01078670476270948
leaf_weight=0.93618186947423854 1.5103914904757392 1.1070409893000035 5.3900208026170722 2.5681421302724621 74.175498858909123 2.5708230026066285 2.3968527857214204 4.2324556104140356 3.0844373714644489 3.441209163167513 2.5398196848109356 4.4064838506747019 2.0302095506340336 4.2653421516297376 2.7340118959546089 1.5925519019365313 2.1645549260429107 2.16274857528333 2.3116912357509136 6.0242049260996282 1.4498159522772747 78.88108910433948 4.21602970326785 3.6741490047425032 3.4836940272944048 0.91985230706632137 97.640602768049575 4.924921926110982 8.9273747345432621 3.7658803984522811
leaf_count=35 200 161 30 24 1269 25 9 75 56 115 60 21 29 30 35 23 27 447 21 39 111 447 136 28 55 49 882 46 112 36
internal_value=0.000830484 0.00187277 0.00228459 -0.00102678 0.00174964 -0.0068588 -0.00996241 -0.02811 -0.00304802 -0.00718976 -0.0116496 -0.00585991 -0.0250435 0.00259328 0.0185225 0.00935201 -0.0049746 -0.0251058 -0.00432644 0.00354669 0.00177432 0.00136292 -0.0214395 -0.00214266 0.0174514 -0.0118337 0.00245994 0.00606011 -0.000274635 -0.0125479
internal_weight=339.528 217.479 214.21 122.049 82.6852 39.3634 33.0382 9.11497 23.9232 21.5264 18.0852 15.5453 5.11465 81.1749 6.99935 6.32525 3.75711 3.26979 4.88251 10.4307 208.82 203.48 9.33999 5.12396 5.33973 1.85603 194.14 83.806 110.334 12.6933
internal_count=4633 2575 1967 2058 1534 524 450 121 329 320 205 145 85 1334 65 74 50 608 46 60 1937 1798 275 139 139 84 1523 493 1030 148
is_linear=0
shrinkage=0.0400087


Tree=529
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 2 4 2 2 1 2 1 4 0 1 0 1 2 0 4 4 0 2 0 3 0 4 3 4
split_gain=1.56177 3.00254 2.70436 2.41665 1.98778 3.39149 3.31426 2.90098 2.60818 3.59113 2.48439 2.40887 2.45662 4.57387 2.32691 2.89259 4.16542 2.30376 1.99352 2.11646 1.90396 2.74527 1.85515 3.18308 2.89658 3.18328 2.43407 2.0567 2.41151 1.81846
threshold=91.109157582800023 85.990333302400003 67.606656606400023 66.439865777750015 -0.059424999999999999 -0.016014999999999998 -0.068964999999999985 39.788107623550012 -0.092084999999999986 -0.074029999999999999 71.053259929650025 -0.102645 83.116371560950014 35.119813570500007 94.300357383600002 74.757955233350017 100.01333091085002 81.573196594050017 -0.095854999999999996 94.75470680765001 40.767054867700004 42.320906304050006 101.91675926715001 0.28423000000000004 98.230883170350012 0.089965000000000031 96.978061681550017 36.654713368950006 0.076835000000000028 43.521589032450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 6 10 7 8 11 -10 -6 12 13 -4 20 18 -17 22 -16 -20 -9 -22 23 24 25 27 -27 -7 -29 -23
right_child=2 -3 4 -5 5 17 -8 14 9 -11 -12 -13 -14 -15 15 16 -18 -19 19 -21 21 29 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-4.5661774371839894e-05 -9.3749735870154416e-05 0.0004711054372166839 0.00077468570202133625 -0.0022828934661300484 0.0020863885348506419 0.0019799566374168686 -0.0022694198488847411 0.0026950929546274583 -0.0028840560264980553 0.00063158973863100781 0.00053337744318508577 0.0017872605651726387 0.0011343534923310536 -0.0019445343323842266 -0.00024477929069166012 0.0010094549916927352 -0.00026701719092589573 -0.0012399372732183787 0.00045406241453551239 -0.0026610832829032215 -0.0022183691667794054 0.0023560954668019442 0.0011458427748551939 0.0015636367976311313 -0.0017006082896710881 -0.0024875489501723922 0.00048949239700433068 -0.0012066684427995396 0.00072364607826063971 -0.00059752674304643972
leaf_weight=91.729335106443614 5.26150627247989 140.66920295986347 4.6782871601171889 4.727941008284688 7.6069011632353094 3.6578953489661314 3.4749809668865046 2.9157612398266775 4.9565564459189773 2.0193816723767659 15.354602135601452 2.4313300042122128 3.3153980343486174 8.8020438877865654 11.392268198542299 21.982992842327803 29.654329189041164 6.2998799847555338 1.4497043564915646 4.1896595996804535 1.3998820073902605 2.9902592301368713 8.2614377825520915 5.3106705732643595 5.8869967511855057 3.6945468923076978 2.1428791508078575 4.6504261191003016 10.219092844985424 1.5697246328927574
leaf_count=1155 42 783 46 60 30 13 68 8 100 21 162 34 169 156 218 123 616 304 14 78 10 10 65 42 76 52 12 40 62 64
internal_value=0.000144903 0.000267134 -4.37101e-06 -0.00112986 5.79834e-05 0.000340596 -0.000134652 -6.3149e-05 -0.0007024 -0.00186635 0.00104787 -0.000280096 -0.000579364 -0.00100084 0.00015286 1.44644e-05 0.000276401 1.65959e-05 -0.000779689 -0.00186028 0.0012236 0.000503691 0.000197228 -2.31424e-05 -0.000301699 3.63029e-05 -0.0013947 0.000487168 0.000119942 0.00133934
internal_weight=422.696 232.399 190.297 9.98945 180.308 73.0853 107.223 103.748 26.203 6.97594 22.9615 19.2271 16.7957 13.4803 77.5446 68.669 51.6373 50.1238 17.0316 5.63936 8.87563 5.95987 43.8239 35.5625 30.2518 24.3648 5.83743 18.5274 14.8695 4.55998
internal_count=4633 1938 2695 102 2593 858 1735 1667 526 121 192 405 371 202 1141 1049 739 666 310 92 92 84 362 297 255 179 64 115 102 74
is_linear=0
shrinkage=0.00222222


Tree=530
num_leaves=31
num_cat=0
split_feature=0 1 0 1 4 1 4 2 0 1 0 4 3 2 2 4 0 2 3 3 3 0 2 2 4 4 2 0 1 2
split_gain=2.09161 3.8565 3.48223 2.82624 2.47615 4.31456 3.66304 3.4405 2.89423 3.74206 3.13581 3.62491 4.24454 3.40038 3.83969 8.6965 3.18541 2.67933 2.26327 2.0649 2.00998 1.97802 1.96037 3.66446 3.58448 5.66831 2.29125 2.20168 2.17332 2.46897
threshold=91.109157582800023 67.606656606400023 90.321439350550008 66.439865777750015 38.396531328800009 65.130586668250018 33.96174662340001 -0.14314999999999997 86.09518316945001 63.910026677050006 86.103248543850015 41.289992964000007 0.087795000000000026 -0.022394999999999998 -0.06828999999999999 42.654057868200006 87.261973998100004 -0.088880000000000001 0.099465000000000012 0.092015000000000027 0.4149000000000001 86.780739992750014 -0.059424999999999999 -0.054875 38.238138001450004 34.424709467050008 -0.11963999999999998 97.722764583650005 81.339300736700025 -0.043559999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 4 -2 6 8 18 -7 -6 10 -10 16 21 14 15 17 19 -14 -1 -12 22 -13 24 -24 25 27 -27 -3 -25 -30
right_child=1 20 -4 -5 5 7 -8 -9 9 -11 11 12 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 28 -26 26 -28 -29 29 -31
leaf_value=-0.0022309769693902755 -0.00017940320695931242 0.0014723011264699227 0.0011412423619901876 -0.0020558601324816286 -8.8195789570616576e-05 3.4186782350986296e-05 0.000879360015846363 -0.0026266407516043703 0.0020160304633716607 -0.0013809596053355679 -0.00021230205933433938 0.00097343828951438672 -0.00070854813316838813 -0.0018569789018728488 0.00096245665639298217 0.00076200243309856148 0.00170791616471977 -0.002779419026425623 0.00087799338134124166 0.00090794602916244348 -0.0021193807844151363 1.3083000503357731e-05 0.0019270446004537912 0.00033872130622366583 4.4521836471266895e-05 -0.00077949912613390271 -0.0025600277192930785 -0.0019932468616893056 0.0017054722533736072 -0.00089375733307818972
leaf_weight=2.2468488444574173 5.7393236868083459 3.4293610155582419 14.022041806951163 5.2440174231305718 84.318263844819739 3.1889967638999224 28.994373283348978 3.4578832024708381 4.1595146656036368 3.9823378920555106 9.0520334690809268 18.016525167971853 3.7075000032782608 4.6297024972736827 7.574630230665206 8.0569917261600477 10.407882094383238 5.0222831964492833 1.2408812493085859 14.804258301854132 1.441704764321911 12.33482453227043 4.4429144801106295 58.075295902788639 86.3287171110278 4.6575864225160322 5.246936344949062 0.76555876954807889 1.434040219057352 9.5978847138758248
leaf_count=98 42 13 70 60 928 32 217 57 22 30 39 111 17 36 26 29 58 46 6 53 44 63 21 413 1328 131 120 114 10 399
internal_value=0.000133526 -1.32071e-05 0.000247863 -0.00107532 0.000192236 0.000112693 0.00066416 -0.00135005 0.000164946 0.000374724 0.000446239 0.000376483 0.000100195 -0.000405418 -0.00012956 -0.000622307 0.000854989 -0.00189993 -0.00112485 0.000482879 5.32937e-05 0.000583149 7.1298e-05 0.000300483 -9.65493e-05 -0.000960306 -0.00172274 0.00083985 0.000195911 -0.000555883
internal_weight=425.621 186.403 239.218 10.9833 225.196 192.714 32.4821 6.64688 186.067 101.748 97.7661 93.6066 59.3425 28.9911 24.3614 16.7868 34.2642 8.72978 3.48773 23.8563 175.42 30.3513 173.978 73.5501 100.428 14.0994 9.90452 4.19492 69.1072 11.0319
internal_count=4633 2695 1938 102 1868 1547 321 89 1458 530 500 478 328 154 118 92 150 63 104 92 2593 174 2549 843 1706 378 251 127 822 409
is_linear=0
shrinkage=0.00184769


Tree=531
num_leaves=31
num_cat=0
split_feature=1 4 3 3 4 4 0 3 3 2 4 0 2 2 3 3 2 0 0 3 3 3 0 2 4 2 2 2 3 3
split_gain=0.390276 0.371187 0.353543 0.803988 0.349894 1.16755 1.04921 1.20186 1.02519 1.81289 1.1352 1.24455 2.05383 2.40848 1.22417 1.30881 1.56904 1.06115 1.14636 1.01528 1.04275 0.944719 0.926444 0.91805 2.09691 1.96943 1.83728 3.15244 2.09997 3.01675
threshold=90.679004281900021 29.850823923150003 0.078655000000000017 0.078385000000000024 42.081757894750005 42.027798546600003 104.03526427400001 -0.222165 0.088145000000000015 -0.24150999999999997 43.521589032450009 86.208098410950015 -0.098419999999999994 -0.011849999999999999 0.10176000000000003 0.094595000000000026 -0.085550000000000001 88.122280599850015 97.32487278035002 0.087245000000000031 0.087700000000000014 0.099465000000000012 91.625341543800019 -0.13734499999999997 44.279556297950009 -0.156745 -0.089569999999999997 -0.095854999999999996 0.070640000000000022 0.083395000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -8 9 -6 11 12 -10 -14 15 16 -13 -12 22 23 -21 -17 -19 24 -11 -26 27 -25 -28 -30
right_child=2 4 -4 -5 8 -7 7 -9 10 19 17 14 13 -15 -16 21 -18 18 -20 20 -22 -23 -24 26 25 -27 28 -29 29 -31
leaf_value=-0.023123606002559714 -0.022790219156073138 0.0016337012381301211 -0.036067783076108272 0.032771525862406954 -0.038608666444660766 0.018282339680078495 0.011457879265649593 -0.037095982283089565 0.0081414443793678855 0.021847562786442593 0.018581842106089781 -0.023520296138588827 -0.042765458550940917 0.0106905851993996 0.0067479409071679822 -0.048228452940710952 0.0076902951126607989 0.0021037723018820535 0.010818194990273894 0.026646585520399488 -0.0016016055148172863 -0.011590831239135346 -0.041437298649819876 -0.0032416114621585668 0.003392696526083116 -0.037760084157318193 -0.015266696952280183 -0.046127825673128807 0.015661848530439532 -0.0085782973774016953
leaf_weight=0.81679765712760755 1.0194975378981319 208.11202738276916 0.65871347090433108 0.4877718494972213 1.3955579275789194 5.2820524964481583 0.99239442462567273 1.8493903334092454 2.3337613400071859 7.797347717452797 4.2055953617673349 3.2251559104770422 4.8555570219177753 1.3687135269865409 7.9454785464331499 1.7287426088005298 5.5553781795315462 1.088361176196486 2.6616807230748236 4.1437527555972329 2.7567716613411903 1.8411317858844993 1.4356882348656652 8.2420675894245488 18.047035029158003 1.6041266043321183 7.0681889568222678 2.9479493526741853 17.158963594585661 10.474283764720893
leaf_count=110 208 1871 355 7 189 32 42 212 20 58 29 39 89 21 58 25 36 11 37 29 35 16 34 176 239 147 172 49 163 124
internal_value=0.000744127 0.00084094 -0.0143158 -0.00480972 0.000899177 0.00175423 0.00134038 -0.0201402 -0.000643122 0.00160973 -0.00545192 -0.00895029 -0.0203338 -0.0310105 -0.00415027 -0.0111615 -0.00377359 0.00529647 -0.00547788 0.00230921 0.0153614 -0.0293329 -0.0226625 0.00108114 0.00623018 3.33903e-05 -0.00199859 -0.0145398 0.0020455 0.00647371
internal_weight=339.1 336.934 2.16598 1.50727 336.117 216.236 210.954 2.84178 119.881 81.636 38.2452 28.8539 8.55803 6.22427 20.2959 12.3504 8.78053 9.39133 5.18573 80.2405 6.90052 3.56987 2.52405 73.34 27.4485 19.6512 45.8915 11.19 34.7014 27.6332
internal_count=4633 4063 570 215 3953 2157 2125 254 1796 1381 415 304 130 110 174 116 75 111 82 1192 64 41 45 1128 444 386 684 225 459 287
is_linear=0
shrinkage=0.0355924


Tree=532
num_leaves=31
num_cat=0
split_feature=0 0 4 1 3 2 2 4 1 4 2 4 3 3 2 1 2 2 4 3 0 2 2 4 0 0 0 0 1 3
split_gain=1.98977 2.42569 2.02627 1.7504 2.6272 2.3187 2.08322 2.03655 2.00127 4.00242 2.93886 2.70896 2.27845 3.06554 2.43232 2.27359 2.05645 3.10237 1.80654 2.35786 1.77876 1.66968 2.62157 1.47246 1.58541 1.34866 1.86552 1.28869 1.8451 4.60104
threshold=93.972365491700018 85.732241321850012 38.238138001450004 71.830224329350003 0.089505000000000015 -0.10040499999999999 -0.047144999999999999 41.404176814550006 81.339300736700025 44.749265482150008 -0.085550000000000001 42.431220712750012 0.092185000000000031 0.08759500000000002 0.15915000000000004 86.100560085750018 -0.59496499999999986 -0.14008999999999996 40.94178426300001 0.088755000000000014 100.53758024625002 -0.047144999999999999 -0.11692 44.578137159850009 91.625341543800019 107.30980627685001 107.63242125250001 93.843319501450011 66.859265246100009 0.079605000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 21 4 6 -6 -4 -7 12 10 11 15 13 -5 16 -10 -14 -18 -15 -20 -19 22 -2 27 -25 -12 -27 28 -3 -30
right_child=2 23 3 8 5 7 -8 -9 9 -11 25 -13 14 18 -16 -17 17 20 19 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-8.1518985762560082e-05 -0.00030488027471217683 0.00042432222456810135 -0.0015467676082023332 0.00020322205171932666 0.0013121312529736902 0.00029779089363432662 0.00034634962606480105 -0.0021989977017374666 0.0011057524991852539 0.00047689267613467188 -0.0023600094800042904 -0.001709389306097722 0.00082396794256537145 0.0016427001059067619 0.001327236505625455 -0.0020511039917569455 -0.0023307507353338653 8.3971028872136913e-05 0.0014189671711472144 -0.00068270186310712838 -0.0016673441676628936 -5.7400753272395583e-05 -0.0022089142958488144 2.1150459772378599e-05 -0.0022106339169645243 0.0024647141459586243 -0.001441569685942101 0.0012989625463316677 0.00089951258129342517 -0.00069169665091099101
leaf_weight=65.793955164030194 6.366525077202823 163.25012293085456 8.5972880627959949 37.78318841685541 4.4248120747506618 3.4685891997069103 2.8634601347148445 1.851723041385412 5.0856793217826652 14.663423577789215 4.9531353700440395 2.7727624495746568 3.8046924434602323 11.240110501646997 3.3316893540322772 1.0105961479712275 3.5619979947805467 9.8204530179500527 4.2547799795866004 3.6777601726353168 2.7413875367492428 11.573458891827611 4.6051091519184428 4.1398820778122163 1.6430768652353434 0.55154635128565166 2.4977946493308991 5.381375227123498 10.655332697555425 18.160118954954669
leaf_count=1000 217 867 228 351 34 35 33 41 54 258 81 112 22 55 27 138 51 66 16 24 26 197 160 52 47 4 206 25 54 152
internal_value=0.000139237 0.000239295 -3.38665e-05 5.64945e-05 -0.000449844 0.000283928 -0.00107377 -0.000571211 0.000152577 -0.000257713 -0.000896176 -0.000134069 0.000313873 0.000520914 -0.000193096 0.000582432 -0.000447268 -0.000747237 0.00114698 0.000444571 -0.000298221 -0.000566759 -0.00110406 0.000343156 -0.000612953 -0.00174081 -0.000735025 0.000371159 0.000345163 -0.000103302
internal_weight=424.526 269.024 155.502 132.957 21.2059 9.74512 11.4607 5.32031 111.751 31.5349 16.8715 8.86904 80.2161 56.9558 23.2602 6.09628 19.9285 16.1238 19.1727 7.93254 12.5618 22.5451 10.9716 203.23 5.78296 8.00248 3.04934 197.447 192.066 28.8155
internal_count=4633 2197 2436 1862 371 110 261 76 1491 853 595 304 638 446 192 192 165 143 95 40 92 574 377 1197 99 291 210 1098 1073 206
is_linear=0
shrinkage=0.00192234


Tree=533
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 2 3 3 3 4 3 4 4 4 2 2 2 3 2 2 3 4 0 4 1 3 3 4 4 1
split_gain=0.393969 0.343 1.2839 2.4464 0.825461 0.793464 0.669803 1.12993 2.17286 0.909865 0.559736 0.690666 1.14596 0.717535 0.661134 0.510423 2.23373 2.75681 2.41879 2.48367 1.98133 1.97552 2.33439 1.9477 2.04919 2.01239 4.68699 2.88365 3.18578 3.16104
threshold=90.937096262400004 76.535026057600007 58.309968391300011 59.98487780655001 56.820562587050013 -0.25447999999999998 -0.25587999999999994 -0.15544999999999998 -1.0000000180025095e-35 49.247968080500009 -0.27297999999999994 32.724174661450007 30.518512326550006 34.424709467050008 -0.10771499999999999 -0.064729999999999996 -0.075639999999999999 0.10176000000000003 -0.079369999999999996 -0.082654999999999992 0.092185000000000031 41.184662530950007 86.866770652900016 39.476991512000005 62.132955852800002 0.08326500000000002 0.08674500000000003 40.148327922700012 41.489621506400006 62.084563606450011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 6 -6 9 -8 -9 -1 -5 12 14 -13 -12 16 18 -18 19 -15 21 -21 -23 24 -17 -25 -27 -28 -29 -30
right_child=-2 2 3 10 5 -7 7 8 -10 -11 11 13 -14 15 -16 23 17 -19 -20 20 -22 22 -24 25 -26 26 27 28 29 -31
leaf_value=-0.0534631806170459 -0.020760740939513377 0.025116747583428592 -0.042978666809575079 -0.012872488680599892 0.019505596487924545 -0.052505597361146239 0.026602496269173069 -0.049540452256047501 0.019142248005264692 0.0094124638424290773 -0.050693356964436484 0.018231578720394603 -0.066099781447084616 0.0015524809113294704 0.02646243177350872 0.036717443542512808 -0.031273619079510748 0.0092842348036333254 0.020053781470493477 0.028263689606700441 -0.060003455191909492 -0.0055971918153484724 -0.059624230253104829 0.010065282709765666 0.0077138960011983553 -0.044943687379105791 -0.032185390724767338 0.016612473759595091 -0.042212993597273596 0.00053052874116454472
leaf_weight=1.0820999923744228 1.771307863840774 4.7403103662654749 2.6709895462263367 5.7962555894628158 0.42551342607475806 1.3777334577171121 3.0214084833860384 1.7343315589241672 2.2461204084102082 0.89217049255967129 0.33019043783860991 5.5180699381162404 0.84769353794399638 147.9051976238261 0.82689276542077927 6.3435929585248223 9.9612827238161099 5.5419055270031086 13.727387860417364 2.1104749818332484 2.1648906115442506 5.6611944641917926 2.4279735693708062 27.521951818605885 28.11501046968624 5.6593336920486754 5.4212747514247885 20.352496282197535 4.7078462587669518 16.773791796294972
leaf_count=88 554 32 62 102 11 175 41 115 40 6 40 82 28 1768 43 31 85 37 142 11 32 48 42 242 236 103 70 128 56 183
internal_value=0.000920792 0.00103512 0.00130332 0.000950988 -0.00705426 -0.0355131 -0.00133707 0.00534904 -0.0107836 -0.0250498 0.0013203 0.00158404 -0.025384 0.00175849 0.00444491 0.00145987 -9.87297e-06 -0.0167755 0.00148394 -0.000106595 -0.0199525 -0.0114517 -0.0218135 0.00388395 0.0130533 -4.41209e-05 -0.00530221 -0.000554727 0.00354428 -0.008837
internal_weight=337.677 335.905 325.126 320.386 10.7794 1.80325 8.97613 7.00186 3.98045 1.97427 317.715 311.918 2.00478 309.914 1.15708 304.396 189.5 15.5032 173.997 160.27 12.3645 10.1996 8.08917 114.895 34.4586 80.4367 52.9147 47.2554 41.8341 21.4816
internal_count=4633 4079 3603 3571 476 186 290 196 155 94 3509 3407 111 3296 83 3214 2165 122 2043 1901 133 101 90 1049 267 782 540 437 367 239
is_linear=0
shrinkage=0.0460944


Tree=534
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 4 0 2 1 3 2 0 0 3 3 1 0 2 0 3 2 2 2 4 4 1 1 0 0 2
split_gain=0.334634 2.06466 1.68239 2.16031 1.22515 1.27164 1.34041 1.6407 1.08201 1.0807 1.00482 1.00439 1.60639 0.990047 0.980098 0.943808 2.17408 0.936774 1.38812 1.12058 0.933106 2.21537 1.99793 1.96725 3.00115 1.72951 1.65338 1.31236 1.1365 1.10417
threshold=91.109157582800023 90.321439350550008 67.606656606400023 66.439865777750015 89.861713010250014 38.396531328800009 81.90387694410002 -0.25447999999999998 66.52858489605002 0.25799500000000009 0.09450500000000002 91.886121982450007 92.773313165550022 0.18642000000000006 0.082685000000000022 65.130586668250018 86.474255765850003 -0.09715 85.431134011250023 0.093185000000000032 -0.059424999999999999 -0.068964999999999985 -0.016014999999999998 38.238138001450004 35.119813570500007 71.053259929650025 83.116371560950014 99.755238930300024 102.65877371115 -0.060989999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 6 7 -1 -3 11 -5 -4 -13 20 -6 -7 -17 19 -19 -8 21 23 25 24 27 -22 -26 -14 -27 -23
right_child=2 8 9 10 14 15 17 -9 -10 -11 -12 12 13 -15 -16 16 -18 18 -20 -21 22 29 -24 -25 26 28 -28 -29 -30 -31
leaf_value=0.030934590591382653 0.00082391094975523427 0.028295712303361063 -0.037910395125400252 -0.056572149376191878 -0.0033109100804176676 0.00067764852091494561 -0.011106833227796271 -0.035488694684808149 -0.0010226345253424053 -0.030184492073512589 -0.011994992584765054 0.023238996889722297 0.021820809002674565 0.036513787418592583 -0.036915071570416756 0.013918406611359782 -0.052280695557419543 0.00011158697211087433 0.034083418905591488 0.019560994732503174 0.034788916758343336 -0.062646652735401501 -0.0015692838003495933 0.00066845731960719207 -0.049738506711104205 -6.5943928912367225e-06 0.015851427525760377 -0.044883040151914778 0.029803836036576336 -0.0075310200518285322
leaf_weight=0.90312613523565533 4.3418698078021389 7.2222193218767625 1.1120365590322752 2.4909286550246184 3.4635892109945408 149.82798439418548 3.7991163278929916 1.9872897744062354 2.9647308171261102 1.910701867447641 1.2773399911820886 5.2509274585172525 2.7333355090813698 1.2401974913082074 2.4919389795977622 1.55597267136909 1.7715325850294901 2.8666080418042821 6.7085416689515114 4.1766633652150631 5.2943562306463745 1.5241392430616545 35.804453064265545 63.065502197699971 4.3467750319978222 9.3587985862977785 0.75289185997098673 0.60075187813345099 2.7667760972981332 1.0085695981979359
leaf_count=21 42 47 22 32 25 1449 33 165 23 52 28 33 17 29 26 17 47 25 40 20 28 38 607 1257 129 59 76 122 97 27
internal_value=0.000738238 0.00186742 -0.000740575 -0.0188235 0.000852106 0.0014773 0.0110504 -0.0147344 0.0197631 0.000331701 -0.0414617 0.000764057 0.00108561 0.000180331 -0.0173717 0.000199604 -0.0213254 0.0152968 0.0239129 0.00495294 -0.000173763 -0.00314065 0.00395301 -0.00181024 -0.0203453 0.0153034 -0.0400551 0.00980179 0.00679546 -0.0406986
internal_weight=334.62 189.739 144.88 8.11014 179.552 173.597 20.4413 2.89042 10.187 136.77 3.76827 134.86 133.747 128.497 5.95553 153.155 3.32751 17.5509 9.57515 7.97578 127.256 74.032 53.2244 71.4993 8.43375 17.4199 5.09967 3.33409 12.1256 2.53271
internal_count=4633 1938 2695 102 1868 1817 304 186 70 2593 60 2541 2519 2486 51 1513 64 118 65 53 2457 1666 791 1601 344 184 205 139 156 65
is_linear=0
shrinkage=0.040863


Tree=535
num_leaves=31
num_cat=0
split_feature=3 3 2 3 4 2 1 4 1 4 4 4 4 4 3 2 3 3 4 3 3 1 4 3 2 2 3 0 3 4
split_gain=0.319773 0.936076 0.920983 0.563217 1.35245 1.31141 0.645405 0.447416 0.604996 0.523086 0.444855 0.893135 1.38177 1.04262 0.886431 0.884339 0.843475 0.87487 1.05595 0.851761 1.45932 0.685214 1.66362 1.01141 1.20629 0.719339 0.61659 0.562543 0.846953 0.743358
threshold=-0.55393499999999996 -0.57039999999999991 -0.23401999999999998 -0.27450499999999994 41.559097512700014 -0.021344999999999999 68.20618276945001 32.724174661450007 69.165962322050021 33.361153777850006 49.064150740050003 47.927946529500012 45.921757303800007 47.079243513300007 -1.0000000180025095e-35 -0.088465000000000002 -0.25098999999999999 -0.24360999999999999 49.960114208400007 0.079205000000000012 0.074735000000000024 83.75622459600001 44.749265482150008 -0.225495 0.20852500000000004 0.70681500000000008 -0.20885999999999996 78.252950803000019 -0.25420999999999999 35.771221912400001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 8 -5 -9 11 12 21 -14 -13 26 -12 -18 -19 20 -20 25 23 -23 -25 27 -15 28 -11 -30
right_child=3 -3 -4 7 -6 -7 -8 9 -10 10 16 14 13 15 -16 -17 17 18 19 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.023713996640601868 -0.0022813654262760423 0.033288093843145378 -0.046719545899904347 -0.0046661473231138619 -0.049707466732024551 -0.04994986078125685 0.037825570550489122 0.019004580401918381 -0.05192925820279469 0.037001750628337243 -0.050316383329358359 -0.0026275311149034307 -0.043500110670199217 0.013071449028069716 0.022682338811503881 0.031041550233314067 0.039805655350566189 -0.02932360279221494 0.015773102385262198 0.025078219630355648 -0.04320843008139684 0.014255127974479632 0.035268903298456215 -0.044489445361701005 0.01641789472935434 0.023875904177325054 -0.034498776728773474 0.0012694736121829301 0.024919652917787749 -0.026852041782337448
leaf_weight=0.59276212006807327 1.9907126135658475 1.7444099432323119 0.64992718253051862 1.7263819327927188 1.2585407493461387 0.72715506274835151 1.009922497149091 2.6397694040133493 0.61281163416424522 0.49399259954225261 0.73349222564138461 3.7148914500139654 2.0121389286359763 0.66942260903306383 6.1135492871981096 0.80969378247391421 0.68001529574394215 2.633535977394784 1.5494767921045425 1.7984464988694524 1.2784913518116807 0.93715672992402677 0.97215510392561544 2.9706273076444627 0.66446177085163061 2.3228695075958958 1.4205453053582457 283.30097371170996 0.53647600591648315 3.3874974141945131
leaf_count=23 49 18 32 50 64 28 26 35 142 13 15 42 71 17 61 20 3 75 31 54 159 36 9 485 31 36 42 2676 10 280
internal_value=0.0006703 0.0139803 -0.0131228 0.000549441 -0.0130799 -0.000714081 0.0112174 0.00075921 -0.0170479 0.000888716 0.000738804 0.000993925 0.00059745 -0.0208988 0.0131159 -0.0052153 -0.00838912 -0.00451589 -0.00866734 0.00309101 -0.0108918 0.000954657 -0.0132758 -0.0235974 -0.0333561 0.00122668 -0.0192619 0.00104383 -0.0134256 -0.0197739
internal_weight=331.952 2.9871 1.24269 328.965 4.98633 3.72779 3.00064 323.979 2.33919 321.64 319 310.326 300.498 4.9118 9.82844 2.89966 8.67346 7.93997 7.25995 4.62641 2.82797 295.586 5.5444 4.57225 3.63509 290.042 2.08997 287.719 4.41797 3.92397
internal_count=4633 73 55 4560 167 103 75 4393 192 4201 4166 3829 3726 150 103 79 337 322 319 244 190 3576 561 552 516 3015 59 2979 303 290
is_linear=0
shrinkage=0.0408644


Tree=536
num_leaves=31
num_cat=0
split_feature=1 4 4 2 2 2 3 4 3 4 4 1 0 0 4 3 0 0 1 3 0 1 0 0 2 3 0 3 3 2
split_gain=0.319045 0.299788 0.610954 0.272252 1.26946 1.55844 0.730003 0.631992 0.757603 0.932126 1.39523 0.610742 0.378084 1.2391 3.99891 3.23475 1.19042 1.18403 1.43428 1.14713 1.13575 0.798868 1.76388 1.52299 1.38613 2.1054 2.9045 1.18035 1.31126 1.62283
threshold=90.937096262400004 48.109449608500007 48.914776625700007 -0.59238000000000002 -0.54488499999999995 -0.58319500000000002 0.085715000000000027 39.955516828000007 0.09721500000000001 40.636252116050009 44.749265482150008 78.290589216800015 85.990333302400003 85.823648898300021 39.571921479100006 0.091885000000000022 85.732241321850012 86.135510041400025 62.116825104000007 0.098085000000000019 86.09518316945001 58.309968391300011 81.446839061900008 76.535026057600007 -0.089569999999999997 0.080545000000000019 85.216057360850016 0.10487000000000003 0.099855000000000027 -0.082654999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 7 5 6 -5 11 9 -9 -11 -1 13 16 -15 -16 21 18 20 -18 -14 23 -23 -6 25 -24 -27 28 29 -26
right_child=1 2 -4 4 12 -7 -8 8 -10 10 -12 -13 17 14 15 -17 19 -19 -20 -21 -22 22 24 -25 27 26 -28 -29 -30 -31
leaf_value=-0.028463455401611198 -0.039673326187855226 0.019383089523432959 -0.040548710490811921 0.027839963986633041 -0.0028152023833517971 -0.045607215981730884 -0.017789509603022797 0.027303384155770688 0.023093050186912913 -0.038928048024506584 0.018889619236114954 0.011781534876042568 -0.010510149187630928 0.030098573933834669 -0.055819833134615388 -0.008486367203869357 0.023366677055897601 0.00085504200018594217 0.033921894960887405 -0.0024192732700714652 0.018190163491206453 -0.042611796055979617 0.0058816792205533576 0.025652428925138294 0.01398313258050294 -0.0024274432222019817 -0.054575876215583519 -0.022785020308218003 0.024477590549930713 -0.013016922601378903
leaf_weight=1.3470256141736165 0.5713430039868389 0.65891966037452199 0.43784609739668667 0.95896385092055458 9.3566071758395974 2.0458477140346067 1.2477244640467686 1.2455631643533691 4.4205456846393645 1.4964521346846598 1.1350277422461656 1.0283324508200165 4.0577228404581529 2.6482799202203742 3.3437090553343278 6.7204807382076979 6.2539548277854902 230.02462940268742 3.6842723637819281 4.6531859040260315 4.4938681200146675 1.8487161984667171 4.7181110335513861 4.215802000835537 6.7668740386143282 3.302129294257611 3.3047283361665905 2.4405078715644768 4.6096601299941531 7.0078838476911356
leaf_count=34 468 15 71 28 334 113 19 6 31 32 16 31 24 10 48 42 27 2622 27 25 20 213 61 28 39 45 58 26 23 97
internal_value=0.0005796 -0.0165752 -0.00454263 0.000666744 0.000459204 -0.0208827 0.00203976 0.00684465 0.0119647 -0.000723652 -0.0139897 -0.0110407 0.000748745 -0.00177074 -0.0128982 -0.0242124 0.000648244 0.00148912 0.0134093 0.0123659 0.00457189 -0.0020384 -0.00525826 0.00602729 -0.00311032 -0.0141832 -0.0285119 0.00291129 0.00632244 0.000246902
internal_weight=330.045 1.66811 1.09677 328.377 317.704 4.25254 2.20669 10.6729 8.29759 3.87704 2.63148 2.37536 313.451 71.1906 12.7125 10.0642 58.4782 242.26 12.2359 10.9071 8.55159 47.571 33.9986 13.5724 32.1499 11.325 6.60686 20.8249 18.3844 13.7748
internal_count=4633 554 86 4079 3929 160 47 150 85 54 48 65 3769 1076 100 90 976 2693 71 52 44 924 562 362 349 164 103 185 159 136
is_linear=0
shrinkage=0.0393254


Tree=537
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 0 3 3 1 3 0 2 2 4 4 2 2 0 4 4 4 3 3 3 0 3 3 1 2 0
split_gain=2.13876 2.43126 2.46558 2.24882 2.84382 2.07838 1.98509 1.99743 2.46903 2.75825 1.78328 1.54204 2.9874 2.05526 1.91768 1.84756 4.76569 1.50301 1.66757 4.82948 2.07134 1.7564 1.51883 1.65649 1.68383 2.13267 2.43755 1.90244 1.3717 1.29882
threshold=93.972365491700018 96.631250582750013 98.230883170350012 77.621163142300006 99.403050915200012 85.990333302400003 0.087700000000000014 0.089045000000000027 72.62331947780001 0.12140000000000002 100.69082235970002 -0.14008999999999996 -0.079369999999999996 45.458122212500008 38.804629908750009 -0.095854999999999996 -0.102645 85.931187223550012 42.759119507950011 43.477771593600004 42.686561923500008 0.096480000000000024 0.083555000000000032 0.082325000000000023 82.250688042950017 1.0000000180025095e-35 -0.144095 64.369753017350021 -0.074029999999999999 93.843319501450011
decision_type=2 2 2 2 2 2 2 2 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 11 -3 6 -5 17 -4 -8 -9 -10 -6 13 15 -2 -14 16 -13 18 20 -20 -1 22 23 24 25 26 -21 -26 -19 -7
right_child=1 2 3 4 10 29 7 8 9 -11 -12 12 14 -15 -16 -17 -18 28 19 21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=0.00016037511775174611 0.00068945270424047834 0.00046510421673739321 -0.0020168650750728386 -0.003172899976838658 0.00087959586136679847 0.00031396644090485066 0.0013197090648439189 0.00097986814914919522 -0.0022816236914700886 0.00024085126565355283 -4.0327834067728853e-05 -0.0021512740663142522 -0.001008476004610626 -0.0013481155568704597 0.00034328948127631891 -0.0021985078315457426 0.001486022410296017 -0.0023249727364332523 -0.0018205941937625317 0.00034000403676883015 0.0019784321230375203 0.0016445630607083213 -0.0015462524714116952 0.0013348674527239818 -0.0023246478442439764 0.0020049980556520741 -0.002048853180031627 0.00031067673673156461 -0.00021507491840977363 0.0012072196004379379
leaf_weight=53.709081564680673 6.7344621112570149 37.626121912617236 3.392391503090038 0.92888494185171921 8.3228024048730713 166.05414386914345 1.9070403240621079 2.0653564780950529 3.9903945568948984 2.3523378372192383 53.046996755365399 2.9918180946260673 5.8609027136117247 2.2562909843400121 9.2179836072027665 5.5468059545382857 2.0880791079252958 1.7554228901863096 5.799913089140321 6.6922193708596813 2.2281744522042564 2.1954596657305947 2.1956878881901494 2.9935580203309646 2.235584026202559 1.8546892851591099 1.8645333288004646 1.6077443379908798 2.6250172704458228 5.749635996297001
leaf_count=655 56 214 115 15 51 1007 8 13 65 23 1406 126 52 88 88 100 16 30 138 83 9 10 77 19 33 7 66 14 14 35
internal_value=0.000124551 -5.24378e-05 7.82765e-05 -0.000113219 3.58623e-05 0.000225693 -0.00079077 -0.000387538 -0.000774758 -0.00134611 8.44297e-05 -0.000480534 -0.000710901 0.000178111 -0.000182118 -0.00146122 -0.000656172 -5.64486e-06 4.97802e-05 -0.000323308 0.000232795 7.80012e-05 -9.88822e-05 8.5366e-05 -0.000177034 0.000208797 -0.000180533 -0.00122224 -0.0010606 0.00034386
internal_weight=407.89 148.329 113.632 76.0062 62.2987 259.561 13.7075 10.3151 8.40809 6.34273 61.3698 34.6963 25.7056 8.99075 15.0789 10.6267 5.0799 87.7571 83.3766 27.4394 55.9373 21.6395 19.444 17.2483 14.2548 10.4114 8.55675 3.84333 4.38044 171.804
internal_count=4633 2436 1910 1696 1472 2197 224 109 101 88 1457 526 382 144 140 242 142 1155 1111 447 664 309 299 222 203 156 149 47 44 1042
is_linear=0
shrinkage=0.00184769


Tree=538
num_leaves=31
num_cat=0
split_feature=1 0 4 0 2 2 1 0 4 1 4 1 1 3 0 3 0 4 3 1 3 3 3 4 1 1 3 3 2 4
split_gain=0.296565 1.7317 3.26296 1.52585 1.34653 2.1362 1.25793 1.2144 1.92938 1.11401 1.4425 1.65778 1.6362 1.51848 1.45612 1.41032 1.97542 1.84617 1.25164 1.24342 4.57162 2.51755 1.93118 1.52179 1.17877 0.979014 1.29481 1.20723 0.950421 0.948751
threshold=64.369753017350021 87.261973998100004 41.529896397300007 86.866770652900016 -0.083834999999999993 -0.06828999999999999 62.095317438950012 86.681267041950008 42.546237522150008 63.910026677050006 41.976795488650005 62.116825104000007 62.154463517850012 0.10876000000000002 85.990333302400003 1.0000000180025095e-35 85.398872513700013 48.393869453650005 -0.51222499999999993 61.966271448700006 0.083395000000000011 0.08326500000000002 0.087795000000000026 42.686561923500008 62.245871094250013 62.111448187750007 0.25799500000000009 0.12001500000000002 -0.23353499999999996 48.914776625700007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 -5 9 -9 10 12 13 25 15 -13 17 -17 -12 -19 20 -18 -21 -23 -24 -14 26 27 -1 29 -20
right_child=-2 2 4 6 5 -7 -8 8 -10 -11 11 14 24 -15 -16 16 19 18 28 21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0028284312124417193 -0.00055858399082033927 0.026255497566799266 0.013606682672955984 -0.030299347820920659 -0.02994094357893071 0.0045678237467759461 0.0011122667496600382 0.00062823437568373843 0.032350694023047022 -0.030089522067392519 -0.044405952196549039 -0.048833485062142017 0.040625539225481053 -0.031317476176551569 -0.0058413810165135827 0.021999328686631885 0.018130183197044587 0.024343918922767618 -0.0031774975918646593 -0.031432552722900832 -0.055160532715041961 0.027166739995659172 -0.029348038499051581 0.0089474899524959357 0.0039188542225550085 -0.023560989600795959 0.024911375252459903 -0.019206545301027837 0.0089844833626725271 -0.044856697717027043
leaf_weight=53.804235318733845 169.26256731891044 11.05758921056986 6.5809054225683239 4.2393393442034712 4.041971035301688 7.0547496229410127 3.2085401192307472 7.37112809717655 4.3776440694928169 1.774901938275433 2.1454351853753888 2.2287579998373976 2.8027565479278556 2.4923006682656696 2.2861269116401672 6.3652970399707582 2.4175380989909199 1.668755881488323 1.430872671306133 2.4998378045856944 2.459555852226913 5.4084314559586328 2.1623526718467474 4.7556707430630922 2.2668639100156724 2.0973719432950011 3.553179755806922 3.8142413496971121 1.722663898020983 1.7262231428176162
leaf_count=578 3020 95 35 37 35 36 15 33 63 27 174 34 23 44 13 64 13 9 11 26 33 28 28 33 28 11 13 26 14 34
internal_value=0.000545463 0.00171478 0.0101294 -0.000129875 4.2354e-05 -0.00800197 -0.0167673 0.000872398 0.0124482 -0.000343162 0.000136336 -0.00540478 0.00352317 -0.00277989 -0.0270643 -0.000733895 0.00366861 -0.0139348 -0.00395173 -0.00225323 -0.0188309 0.00319997 0.0102235 -0.00302247 0.0242123 0.00186539 0.00273718 0.00136975 -0.0136281 -0.0259667
internal_weight=329.078 159.815 28.7352 131.08 17.6776 11.0967 7.44788 123.632 11.7488 111.883 110.108 41.7698 68.3386 37.2549 4.51488 34.7626 26.0687 8.69395 6.54852 19.7034 4.87709 14.8263 12.3265 6.91802 5.06962 63.269 61.1717 57.6185 4.87976 3.1571
internal_count=4633 1613 201 1412 106 71 52 1360 96 1264 1237 558 679 511 47 467 225 242 68 161 46 115 89 61 51 628 617 604 59 45
is_linear=0
shrinkage=0.0378485


Tree=539
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 0 1 0 0 2 2 4 4 0 1 2 4 1 1 2 2 0 0 3 4 4 0 4 2 2
split_gain=2.55712 3.43373 7.20197 6.01388 2.58205 4.95165 2.73755 2.52156 2.16525 2.1033 2.97747 2.87644 6.25179 2.49591 2.3284 2.04596 1.97369 1.95428 1.88451 1.78333 1.72357 1.887 4.55759 1.84678 3.59978 2.62101 1.65752 1.60668 1.57102 1.82882
threshold=66.859265246100009 90.321439350550008 91.886121982450007 65.765062787050013 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 86.09518316945001 -0.059424999999999999 -0.016014999999999998 38.238138001450004 35.119813570500007 99.755238930300024 83.116371560950014 -0.068964999999999985 43.321682097200004 81.573196594050017 71.053259929650025 -0.060989999999999996 0.70681500000000008 101.11291028615001 98.230883170350012 0.089965000000000031 38.324118171300007 36.654713368950006 107.30980627685001 38.911218973650008 -0.58835000000000004 -0.50748499999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 8 5 6 -2 -8 28 11 18 12 13 -6 -14 -13 -7 20 -11 -17 21 22 23 25 -25 -12 -19 -27 -1 -30
right_child=4 2 -4 -5 9 16 7 -9 -10 10 17 15 14 -15 -16 19 -18 26 -20 -21 -22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=0.0014458092624125031 0.0022013030203653625 0.001779991879011227 -0.001380237333904762 -0.0029006707097623072 0.0014096459898075644 -0.0031060531647892644 -0.0029764842432096483 0.00099164644378296209 0.00044092197959336567 0.0016972421442719491 0.0019975520422975818 1.9745721045629774e-05 -0.0025825854790010516 -0.0022111989374958832 0.00058828621440515686 -0.0034395495296131026 -0.00040783502839952796 -0.0024310455516266061 0.00046203010362734438 -1.3775335624163126e-05 0.0016694549856555506 0.00076379873492566481 -0.0025146960965413993 0.00071916554176274243 -0.0021690768736741363 -0.0014386846697654419 -0.00014176943517511586 0.00033761042288616219 -0.0022415785741088609 1.3748396885583268e-05
leaf_weight=3.1402433142065993 2.1485421732068044 14.60767098143697 3.7886127028614274 2.5626595467329016 4.1500397268682709 3.9946496249176562 1.2727356757968666 1.4061431630980221 112.06104219704866 8.0003991704434174 3.4713435284793475 82.927752076502657 7.1426568597089481 0.98214926035143424 1.1172003056271931 1.3567260549170899 1.5775792538188396 2.3856994078960261 14.475973575725218 1.1898741591721762 2.8888360261917105 10.755709742428733 3.2555443961173287 3.3803120404481879 3.8512383867055178 2.5825258810073128 2.9520209287875332 11.97262404183857 1.5245704590342928 92.769996557966806
leaf_count=18 7 63 40 22 20 52 37 24 607 32 13 1297 155 133 78 22 24 77 160 25 32 92 52 16 54 18 227 83 92 1061
internal_value=0.000140383 0.00028269 0.00112916 0.000209258 -4.25884e-05 -0.00103035 0.000483843 -0.000893613 0.0002473 1.82529e-05 0.000289232 -0.000173531 -0.00105368 0.000716723 -0.0021537 -3.563e-05 -0.00234215 -6.05788e-07 0.0009017 -0.00183889 0.000146816 3.48032e-05 -0.000240184 5.29813e-05 -0.000818998 0.000402787 -0.00116496 2.24417e-05 2.46132e-05 -2.27161e-05
internal_weight=409.693 230.455 18.3963 212.059 179.238 10.3996 4.82742 2.67888 209.496 168.839 69.9722 98.8664 13.392 5.13219 8.25986 85.4744 5.57223 47.4959 22.4764 2.5466 42.1581 39.2693 28.5136 25.258 7.23155 18.0265 5.33772 14.5551 97.4348 94.2946
internal_count=4633 1903 103 1800 2730 144 68 61 1778 2586 856 1730 386 153 233 1344 76 664 192 47 360 328 236 184 70 114 304 101 1171 1153
is_linear=0
shrinkage=0.00204248


Tree=540
num_leaves=31
num_cat=0
split_feature=0 0 1 4 3 0 0 2 4 4 0 1 0 3 0 4 3 3 0 2 2 0 0 1 1 2 4 4 2 3
split_gain=1.79704 1.9691 2.35124 2.13124 2.69548 2.03703 1.73642 2.10196 3.32432 2.70237 2.22305 2.76674 1.52821 1.45299 1.56843 1.40384 1.37405 3.12253 2.66324 2.0398 3.18157 2.39018 1.60942 1.51065 1.49267 1.55584 1.66005 1.41236 1.39672 2.98969
threshold=93.972365491700018 85.662341410450011 61.917879202350001 43.968221017800005 -0.15849499999999997 85.121961326250016 95.44832900530001 -0.14008999999999996 41.404176814550006 44.701063782750005 94.625660817400004 70.940344688150006 94.109476856350014 -0.25843999999999995 118.55293817840001 36.772607578000013 0.09117500000000002 0.08759500000000002 102.75018128760001 0.075080000000000022 0.63131000000000015 105.93331571405001 95.746747857800017 75.180043159850015 81.339300736700025 0.20852500000000004 48.553014326500012 45.044778924400006 0.059500000000000011 -0.098985000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 -1 7 9 10 -2 12 -12 -9 14 -8 -13 17 19 -18 22 21 -21 -15 -19 -25 26 -26 -23 29 -24
right_child=6 -3 3 -5 -6 -7 13 8 -10 -11 11 15 -14 16 -16 -17 18 23 -20 20 -22 27 28 24 25 -27 -28 -29 -30 -31
leaf_value=-9.7847209036890567e-05 0.001182996227808604 0.0003372779682736985 0.00034169601868298192 0.00067006334220495853 -0.0020611402803978958 0.0011539846105446496 -0.0025193566154105272 -0.00017169974281001858 -0.0025240211745805861 -0.0023019729309641658 0.0018400431476147951 0.00086966302617959648 -0.0026468169323228732 0.0018018046522919279 0.0018862014271355389 -0.0023850287404808914 -6.5783356901216294e-05 -0.00028275971613801303 -0.0018757118886747958 -0.0026768484617491336 0.00099568702585616062 -0.0023797246825063866 0.000839928901662727 0.001549064506033441 -0.002430085624486069 0.0027444523936836066 0.0025944407639920302 0.0015863752030779016 0.00086865743511702022 -0.00042640473309096425
leaf_weight=32.613143323455006 4.9402482593432095 208.56450182304252 3.1095913983881465 3.1541701024398199 7.5956818296108386 7.5688261911272994 1.9127883194014423 2.2303579002618772 4.9354354650713494 1.3359087218996135 3.3131251484155655 1.0145014375448229 2.5006666709668934 2.6792364157736293 0.47716724686324585 1.6367238815873859 39.65578560018912 3.6060514114797142 4.25431821681559 4.4291146988980454 2.7567807987798005 0.64205601264256973 12.111038812319739 13.759672560729088 1.4018417845945799 0.5926235713995992 0.39925962686538685 1.2512986413203178 8.754821934970094 32.333082488446969
leaf_count=521 35 1259 31 77 274 35 89 13 180 83 15 10 46 13 15 44 325 28 256 80 32 45 143 60 133 3 1 24 36 727
internal_value=0.00013236 0.000241456 -0.000128356 -0.00090045 -0.00136318 0.000137953 -5.49816e-05 -0.000621487 -0.00104818 0.000441205 -0.000367152 0.000515552 -0.00147997 3.97422e-05 -0.00163976 -0.00113961 7.09483e-05 0.00023271 -0.000241142 2.52117e-06 -0.00095317 -0.00180293 0.000157805 0.000989434 0.00127344 -0.000310943 -0.00131627 0.00024143 7.50085e-05 -8.13284e-05
internal_weight=415.53 262.606 54.0414 13.8594 10.7053 40.182 152.924 21.907 15.6308 6.27616 10.6954 5.96435 4.73102 131.017 2.38996 2.65123 128.627 84.7169 43.9101 64.9574 9.07925 6.32247 55.8782 19.7594 16.1534 2.39372 1.8011 1.89335 53.1989 44.4441
internal_count=4633 2197 938 382 305 556 2436 426 308 118 128 69 59 2010 104 54 1906 1325 581 1100 181 149 919 225 197 137 134 69 906 870
is_linear=0
shrinkage=0.00217391


Tree=541
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 0 1 4 2 2 4 0 0 2 4 4 2 4 4 0 4 2 0 0 2 4 1 0 2
split_gain=0.285732 1.83429 1.47161 1.88953 1.03489 1.70051 1.59366 1.18939 1.0339 0.96435 0.954263 0.952911 1.52474 1.45342 1.93202 1.4625 1.25239 1.3612 1.8051 2.17006 1.56116 1.04763 1.01162 0.937171 1.18594 0.945207 1.19695 0.91797 2.25225 1.68711
threshold=91.109157582800023 90.321439350550008 67.606656606400023 66.439865777750015 0.20852500000000004 0.13747000000000004 89.861713010250014 61.944763783650011 41.873095646600007 -0.09280999999999999 0.09450500000000002 38.751720283100006 91.886121982450007 94.047642319350018 -0.011849999999999999 40.767054867700004 38.474425342400004 -0.033594999999999993 34.515670600900002 38.238138001450004 97.722764583650005 37.345948426100009 1.0000000180025095e-35 93.501885318850015 93.843319501450011 0.28423000000000004 36.558960102350007 74.927328095600004 96.978061681550017 -0.079369999999999996
decision_type=2 2 2 2 2 2 2 2 2 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 -7 -3 -8 -5 12 -4 14 15 -13 17 18 20 21 -14 -20 -19 -24 -25 26 -26 28 29 -15
right_child=2 8 11 10 -6 7 9 -9 -10 -11 -12 13 16 27 -16 -17 -18 22 19 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0015711695716712261 0.00039820461780199379 0.0055564270880156747 -0.067907445457421653 -0.056250070666465805 0.018992090680858838 -0.0020436667637716561 -0.0015372921694968751 -0.046630403170859612 0.032525193149766575 -0.038052835072179853 -0.011534307810827947 0.033922417116466028 0.028795546750056591 -0.011980947079732424 -0.01548377732360302 -0.0006890659170550919 -0.036989351849258577 0.029554684864926354 -0.019972719412193387 0.010221089951229475 -0.045548885413431529 -0.05169698906127717 -0.028805120465011842 0.046049295943180975 0.0070208408115172817 0.023543207887044122 -0.035168183304927388 0.0029709553510640445 -0.031147070324242968 0.011039555851153382
leaf_weight=160.93111897740164 4.3412152463570228 4.8889782540500146 0.68308006506413477 2.3413559994660322 5.245667732320725 1.9322998181451101 2.2368829734623432 2.2573637152090669 5.0070818441454321 2.8774848466273388 1.286982027813792 7.1563906744122487 2.7823152430355633 10.997379773878496 2.7994427692610762 3.0213090856559575 1.9691586545086455 2.8232217258846477 5.5290851387398998 3.1784097362542516 0.59697133290683257 2.6939606214582454 1.5279322005808342 1.1503526121377925 2.942499611293897 2.1298780701763462 1.9428666180465368 65.789808181696571 5.0933649901999152 11.163350800401531
leaf_count=1724 42 33 9 32 48 22 12 27 37 35 28 34 15 278 38 49 39 22 175 19 127 91 10 5 59 77 52 1284 118 92
internal_value=0.000645361 0.00172811 -0.000749083 -0.0181713 0.000742704 0.000180363 0.00084263 -0.0260667 0.0192017 -0.0220819 -0.0403893 0.000272072 -0.00629839 0.00212815 0.0152063 0.0236478 -0.00486044 -0.00254275 -0.0111149 -0.0190514 0.0156622 -0.0303659 0.00757992 0.00117981 0.00679054 0.000352931 -0.00975736 0.000304099 -0.00613354 -0.000384491
internal_weight=329.317 185.377 143.94 7.96955 175.481 170.235 166.045 4.18966 9.89606 5.11437 3.62834 135.971 29.9497 106.021 12.9771 10.1777 29.2667 27.2975 14.7807 11.4015 3.37929 8.22305 12.5168 9.69353 8.1656 7.01524 4.88537 93.0439 27.2541 22.1607
internal_count=4633 1938 2695 102 1868 1820 1771 49 70 47 60 2593 700 1893 121 83 691 652 427 285 142 266 225 203 193 188 111 1772 488 370
is_linear=0
shrinkage=0.041715


Tree=542
num_leaves=31
num_cat=0
split_feature=1 2 3 1 4 3 3 0 2 2 2 2 4 1 4 4 4 3 3 1 2 3 2 3 0 3 0 4 1 1
split_gain=0.288495 0.495248 0.554561 0.379701 0.36021 1.38878 0.337073 0.394421 0.327788 1.15694 1.42884 0.595333 1.5125 0.697328 1.26463 0.355014 2.12966 0.841127 0.840378 0.78364 0.710137 1.30852 1.10522 1.1671 0.845237 1.84567 1.56546 1.38606 2.7654 1.43403
threshold=89.89935142405001 -0.088880000000000001 0.078770000000000021 89.541786492700012 50.427417695700008 0.079205000000000012 0.078385000000000024 122.90286343345001 -0.59238000000000002 -0.54488499999999995 -0.58319500000000002 -0.63026499999999996 40.574766824850009 78.27445846800002 42.844429421150004 42.783136484500005 42.982930821650008 0.092895000000000019 0.10336500000000003 62.165217350350012 -0.0309 0.081515000000000018 0.17437500000000003 0.070640000000000022 85.799452775150016 0.085910000000000028 85.823648898300021 43.663128814500006 62.00390986255001 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=3 -2 6 4 8 -6 7 -3 11 10 -10 12 -1 14 -13 -11 17 19 20 -17 24 22 23 -22 25 -18 -26 -28 -29 -30
right_child=1 2 -4 -5 5 -7 -8 -9 9 15 -12 13 -14 -15 -16 16 18 -19 -20 -21 21 -23 -24 -25 26 -27 27 28 29 -31
leaf_value=0.016080424584024075 -0.043257367031523379 0.015530006191294184 -0.042200851252657497 0.019916643453429712 -0.04442027933408306 0.024449983348594505 0.042706726988951747 -0.043782489395852886 0.0013751175709965451 0.001531409645123013 -0.048217523323077577 -0.011943220740717082 -0.039783593994609442 0.035080619276246179 0.03223133527257821 -0.059016226805362886 -0.00022643788970862685 -0.0055400343426808985 -0.020393002125903153 -0.020865655611812885 -0.047763412909640118 -0.028557369998680665 0.027024654563487325 0.0048218121153518747 0.044637246379914931 -0.05051609755014147 0.014558981189965911 -0.063022659737398984 0.038797681297266469 -0.0018677252828522329
leaf_weight=2.1587850889773113 0.70545423278963459 0.64392357887118012 0.44774154299375357 1.7878242086153466 1.2664170863572501 0.85993048863019783 0.41817293129861355 0.28199644792766776 2.1887565471697599 235.75671681111271 1.8969493317999866 2.7559956749610119 1.3959237625822423 2.1323874804074876 1.9256369071081278 1.6590811834030312 13.12370648171054 2.3387497304938734 3.2276918415445826 2.1783203696832061 1.055867249029687 3.6713802500162274 2.1605772208422422 2.4544794256798923 1.817127227783202 1.414088517660274 14.827767573297022 1.2305256184190536 1.6608216613531137 17.499785733700264
leaf_count=35 293 43 237 29 147 23 3 36 43 2451 113 37 20 28 15 33 201 24 39 25 74 100 17 16 6 31 108 12 6 388
internal_value=0.0005866 -0.0135742 -0.00188781 0.000695597 0.000589095 -0.016568 0.0115412 -0.0025341 0.000702912 0.000458373 -0.0216502 0.00801788 -0.00585721 0.0152562 0.00622654 0.000753492 -0.00185458 -0.0253105 0.000403902 -0.0373599 0.00150584 -0.00910406 0.0034901 -0.0109951 0.00342777 -0.0051181 0.00678229 0.00482915 -0.00224606 0.00165711
internal_weight=326.943 2.49729 1.79183 324.445 322.657 2.12635 1.34409 0.92592 320.531 310.162 4.08571 10.3687 3.55471 6.81402 4.68163 306.077 70.32 6.17615 64.1438 3.8374 60.9161 9.3423 5.67092 3.51035 51.5738 14.5378 37.036 35.2189 20.3911 19.1606
internal_count=4633 612 319 4021 3992 170 82 79 3822 3687 156 135 55 80 52 3531 1080 82 998 58 959 207 107 90 752 232 520 514 406 394
is_linear=0
shrinkage=0.0418233


Tree=543
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 1 4 4 1 1 0 1 0 2 0 1 1 0 3 3 4 3 4 3 2 3 2 2 0 1
split_gain=0.291609 0.560108 0.671482 0.721026 1.08538 1.74312 1.61882 0.568486 1.31112 0.341392 2.48569 1.1717 2.18141 2.1805 1.99106 2.5358 3.29748 1.21189 1.07358 3.02214 2.6213 2.32498 2.95141 2.07236 2.01152 2.60496 1.59913 1.68467 2.07124 1.62595
threshold=-0.69416999999999995 -0.63026499999999996 -0.59614999999999996 -0.51760499999999998 -0.58319500000000002 75.629015667650023 49.960114208400007 39.955516828000007 78.290589216800015 69.165962322050021 91.886121982450007 68.20618276945001 91.625341543800019 -0.053874999999999999 90.321439350550008 66.52858489605002 66.859265246100009 89.861713010250014 0.092895000000000019 0.087795000000000026 36.772607578000013 0.10249000000000003 41.243661560350013 0.08673500000000002 -0.083004999999999982 0.08919500000000001 -0.094409999999999994 -0.086139999999999994 86.345209775600011 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 7 4 5 -4 -6 8 -3 11 -11 12 14 -14 17 -16 -17 18 19 23 -20 22 -22 -5 -21 -26 -23 -28 29 -29
right_child=1 2 3 9 6 -7 -8 -9 -10 10 -12 -13 13 -15 15 16 -18 -19 20 24 21 26 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.019508567444694942 -0.017605808901993477 -0.046437882082598421 0.020773784824693733 0.00038183167558492119 -0.042484947423016145 -0.041089817233424357 0.044013247610028811 0.020001076427450238 0.026440453360130078 -0.052546767113136474 -0.0004673439197317717 0.016395153567111725 -0.049696125588756197 -0.0042863183583377196 0.028648665850236312 0.028533307765854665 -0.044197121910374358 -0.016773580415483564 0.029068790508048472 -0.0031442501584874041 0.024671865642214866 -0.027372598502327275 -0.0014087271132977759 0.021020432496590226 -0.056353265703011364 -0.013853941087447946 0.016982127865530616 -0.037832659427579164 0.0067571128655256867 -0.0074603041759338639
leaf_weight=1.1452427024487395 2.4449825779884113 0.66010591079248004 2.1668699849396948 68.540943764150143 2.2807654235439254 0.92892184710217396 0.35724371671676625 4.3869673609151505 0.75596580336423358 1.323333674808963 114.94158594354667 7.2846755047794423 2.3392010955139995 4.2559741884469977 8.0304893068969232 1.6959162503480905 1.8723394470289347 5.4889885745942584 5.9193822746165088 12.948358505032958 12.135252757929267 3.7065845159813753 12.651936124078928 7.728387421462684 2.8342701382935029 7.525167035870254 5.9042942316737017 3.5246614711359205 10.383772343397139 8.7934992765076441
leaf_count=19 53 17 12 983 164 75 1 43 25 63 2249 43 41 42 52 9 35 38 37 101 66 34 92 54 37 69 25 31 56 67
internal_value=0.000476897 0.000409586 0.000546649 0.000312445 -0.0129635 0.00221102 -0.0307712 0.0132824 -0.00753199 0.000558134 -0.00106011 0.00153014 0.000948826 -0.0203924 0.00173214 0.0168726 -0.00962989 0.000687374 0.00127683 -0.00116554 0.00513602 0.00265499 0.0113597 0.00247315 -0.0130723 -0.0254815 -0.00402245 -0.000996905 -0.00567287 -0.0161509
internal_weight=324.956 323.811 321.366 315.563 5.7338 3.09579 2.63801 5.80304 1.41607 309.829 116.265 193.564 186.279 6.59518 179.684 11.5987 3.56826 168.085 162.597 99.5771 63.0194 57.1 24.7872 76.2693 23.3078 10.3594 32.3128 28.6062 22.7019 12.3182
internal_count=4633 4614 4561 4476 252 87 165 85 42 4224 2312 1912 1869 83 1786 96 44 1690 1652 1244 408 371 158 1037 207 106 213 179 154 98
is_linear=0
shrinkage=0.0377826


Tree=544
num_leaves=31
num_cat=0
split_feature=2 2 4 4 1 1 1 0 2 4 4 1 1 3 1 4 4 2 4 4 4 2 3 1 1 1 1 3 3 3
split_gain=0.288603 1.25861 1.97429 1.73784 1.18892 1.97132 1.74076 1.39458 1.3108 1.28389 1.31589 1.2735 2.13924 1.1704 1.11858 1.30268 1.23026 1.10276 2.55193 1.768 1.74168 1.0201 1.01724 0.974396 0.865146 1.13682 0.83073 0.771547 1.13677 1.10458
threshold=-0.0025899999999999999 0.048475000000000011 40.636252116050009 40.165165956550005 59.98487780655001 61.944763783650011 61.982402197500001 67.058211147750015 0.067985000000000018 38.474425342400004 39.955516828000007 72.327589083450007 80.909147435850016 0.087245000000000031 65.765062787050013 37.041406607950009 35.887362732750006 -0.027754999999999998 41.835830569250014 40.722669576350008 42.686561923500008 0.022350000000000005 0.089965000000000031 62.057679025150001 66.439865777750015 66.859265246100009 65.036490633650018 0.09721500000000001 0.08759500000000002 0.081235000000000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 3 -2 7 -6 -7 -3 11 14 13 -8 -13 -11 -10 16 -16 -1 19 22 23 -4 -19 -20 -12 -26 -23 28 29 -27
right_child=1 4 21 -5 5 6 8 -9 9 10 24 12 -14 -15 15 -17 -18 18 20 -21 -22 26 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.00037993203254784173 -0.019673679109954809 0.050274944081577205 -0.064127762279245895 0.036675386044421436 0.033608874472248765 -0.090349663249920567 0.034805109874667312 -0.053762411037857519 0.037003859180965486 -0.0039217347175627693 -0.023409915984837285 -0.035813303369610305 0.027903380393208561 -0.048802257624235637 -0.0034716957495106956 0.020937224287547223 -0.064241404838618163 -0.019931624263886845 -0.0060278919070715252 0.041739722251689107 0.0071122098110263611 0.013393269957217624 0.024096653086548635 -0.066420917794349832 0.04728528296559642 0.0013151079673854734 -0.05817775855312482 -0.038586646148480251 0.020807896324937038 -0.034777254399209839
leaf_weight=242.73120181483318 3.461967555980662 0.34553303616121311 2.2898720150697049 1.8582218165684024 3.9796836953610173 0.47544602304696937 4.2535341847687942 1.6157555185200179 2.5201557800173751 2.1672333996102706 4.1216111788526204 2.1113618367817253 2.5949491620776826 3.1490663193981163 3.5802571334206714 3.980075377447065 0.92645632533822198 2.1320788573066256 0.99397949926787932 6.6460674852132797 4.643453452095855 0.92418083254597128 2.5411817472777329 1.4530586986802516 1.0810243599116791 6.8812570528825727 0.58515786536736414 1.2115011908463191 4.2282856748788609 2.5741697934863623
leaf_count=3420 45 4 57 13 25 4 23 105 15 37 55 30 56 52 88 42 22 29 25 53 35 44 16 24 6 102 54 41 34 77
internal_value=0.000541536 -0.00237174 -0.0184736 7.77485e-06 0.000463145 0.00187585 -0.000878127 -0.0354335 5.92462e-05 -0.00390293 -0.00971073 0.0161652 -0.000681423 -0.0305063 0.0095068 0.00134153 -0.0159643 0.00122112 0.0123121 0.0261626 -0.00979902 -0.0443539 0.00400966 -0.0418895 -0.00420985 0.000743451 -0.0143542 -0.00263434 0.000548738 -0.00851077
internal_weight=322.058 60.9168 9.1194 5.32019 51.7974 49.8361 45.8564 1.96129 45.3809 36.4211 25.4141 8.95985 4.70631 5.3163 11.0069 8.48679 4.50671 261.141 18.4098 11.3193 7.09049 3.79921 4.67326 2.44704 20.0978 15.9762 1.50934 14.8952 13.6837 9.45543
internal_count=4633 1031 213 58 818 709 684 109 680 571 404 109 86 89 167 152 110 3602 182 98 84 155 45 49 315 260 98 254 213 179
is_linear=0
shrinkage=0.0470034


Tree=545
num_leaves=31
num_cat=0
split_feature=2 3 2 2 2 2 1 1 0 4 2 4 4 2 0 0 0 3 2 1 0 0 1 3 3 4 4 1 3 0
split_gain=0.263577 0.723378 1.28881 0.639974 0.370341 0.79377 0.36678 0.650936 0.719073 0.327363 0.617853 0.382335 2.41315 1.85572 1.05552 2.32175 1.88979 1.81526 1.69547 0.823893 0.803696 0.732327 0.682549 0.513277 1.07303 1.49762 1.64252 1.60034 1.02162 0.727587
threshold=0.70681500000000008 -0.17949499999999999 0.70691500000000018 0.36215000000000008 0.28423000000000004 0.27394500000000005 63.565904036300005 65.036490633650018 110.98492854115001 31.914316944300001 -0.10771499999999999 36.558960102350007 37.041406607950009 -0.08158 89.861713010250014 91.886121982450007 93.72771580185001 0.077990000000000018 -0.23265499999999997 78.381996793250025 89.576736448400013 96.631250582750013 65.907551067950024 -0.25587999999999994 -0.55393499999999996 41.909642283050012 41.243661560350013 61.950140699950005 -0.57039999999999991 94.354126546200021
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -5 -8 -9 10 -1 14 13 22 17 -16 -17 18 -11 21 -19 -18 -13 24 28 26 27 -26 -14 -29
right_child=1 2 -4 6 -6 -7 7 8 -10 11 -12 12 23 -15 15 16 19 20 -20 -21 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=-0.046523453966457899 0.040790397703512678 0.039734073093235393 -0.033622038530533603 -0.055186499474044456 0.019842751964425826 -0.025627428151880211 0.044782695582015308 -0.052617638390943675 0.03132284898693017 0.035685433419472848 0.011252277177544548 -0.073145648518058951 -0.015188771871071474 -0.0056840710759998312 -0.036417933160439675 0.033530254322470678 -0.016670711074558101 0.017200350571460351 -0.039012488509047039 -0.04625031713857946 0.047306840380932608 0.011994507414043247 -0.026854642742168526 0.0011150253251695117 0.011041498099551086 -0.0439885034504423 0.025735145417619346 -0.07111082685145774 0.038207591456803358 -0.020504534105773825
leaf_weight=0.74035060804817476 1.0805048309266569 0.73948097543325175 1.050429409893695 0.52484754845499892 1.7781842901604239 2.1150541603565207 0.2764945328235624 0.67474233568646014 0.25472657605132554 0.82030586898326907 0.61313990545750019 1.5046346283052119 1.1408096863015089 3.0761989360908037 2.7800136227160683 3.3899562228471023 2.7724115713499486 4.5613613929599524 1.674449476297015 0.77886392194341159 2.4802600741386414 3.8678523425478488 0.93629375459568098 270.52418159668741 1.5572729613631948 2.4301031153299846 2.1103789712069556 1.0433849580585959 1.5067828172468571 1.0161032644682562
leaf_count=129 8 21 30 8 17 37 2 60 30 3 50 18 38 34 21 16 35 52 62 126 10 43 37 3549 14 91 17 12 14 49
internal_value=0.000446062 0.013287 -0.0033158 0.000329769 0.000471505 0.000361609 -0.0254834 -0.0125563 -0.0296132 0.000538171 -0.0203507 0.000629383 0.000204904 -0.027675 0.00589457 -0.00172374 0.00719934 0.0167505 -0.0144509 -0.00483181 0.0278047 2.6341e-05 -0.0553893 0.000751656 -0.00834614 -0.0159885 -0.00410766 -0.0215209 0.0151999 -0.0461429
internal_weight=319.82 2.87042 1.78991 316.949 315.218 313.44 1.73081 1.20596 0.929469 311.325 1.35349 309.972 286.846 5.51713 23.1255 13.5891 10.8091 9.53638 2.49476 7.41913 7.04162 6.64026 2.44093 281.329 10.8048 8.15724 5.72714 3.61676 2.64759 2.05949
internal_count=4633 59 51 4574 4474 4457 100 92 90 4420 179 4241 3873 89 368 241 220 127 65 204 62 78 55 3784 235 183 92 75 52 61
is_linear=0
shrinkage=0.0425671


Tree=546
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 4 4 4 4 0 2 2 2 1 2 1 1 4 0 2 3 3 0 2 3 4 0 4 3 3
split_gain=1.71778 2.77164 2.16411 1.69243 1.42269 1.37152 1.31393 4.86802 2.30484 1.64338 3.97486 1.86075 2.84245 2.14397 2.1791 1.85127 2.16997 2.31118 1.55246 1.54073 1.46397 1.60926 1.39929 4.05659 1.34782 1.87969 1.64666 2.01954 1.25294 4.15183
threshold=70.348883899450016 70.74946416085001 85.990333302400003 85.931187223550012 -0.074029999999999999 37.232443001650005 42.759119507950011 43.477771593600004 42.686561923500008 85.705356740550016 -0.059424999999999999 0.17437500000000003 -0.013285 58.309968391300011 -0.13734499999999997 59.240174904450008 61.076391807500009 41.16018805045001 85.799452775150016 -0.08725999999999999 0.096480000000000024 0.083555000000000032 85.431134011250023 -0.07490999999999999 0.082325000000000023 48.109449608500007 67.058211147750015 43.735142172100005 0.08759500000000002 0.090235000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 8 -8 9 11 18 12 13 14 -1 -15 -17 19 -11 -18 21 24 -19 -24 25 26 -9 -28 -4 -30
right_child=1 5 28 4 -6 -7 7 20 -10 10 -12 -13 -14 15 -16 16 17 22 -20 -21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00032048543260791154 -0.0020811410666559094 -0.00069343350873975207 0.0005040136035903063 -0.0024450692000770528 -0.00024069753588325596 4.1237361409769169e-05 -0.0018811569613700137 0.0017735883707377048 0.00208343107544989 0.0016632665848245131 -0.00082024843812607891 0.0011084361574302181 -0.0022973705088046026 -0.0023483282081402015 0.001941097672253011 0.001290259973554811 -0.002145685185575712 0.0010580448855441308 0.0004239234532690926 -0.00039490974468362811 0.0016396454954061774 -0.0016415855947210225 -0.0018580244691284123 0.0013332352004522352 0.0012811968679030598 0.00031964402883982756 0.0012241001334408396 -0.0023651403837477878 -0.00074278558488799105 0.00035855043777562468
leaf_weight=3.0218174299225211 2.4449434680864206 10.176057185599346 85.179096386302263 1.9030919186770914 2.5074629653245202 121.59686299023451 5.793013762682679 0.59750722558238578 2.2960104723460963 7.7526822201907652 5.700422015041112 3.9036985896527758 2.4261541541200158 1.688943810295316 3.2868515979498651 2.8827916898299035 3.9206155069405297 3.6007832055911404 7.2074015848338604 3.5298067163675966 2.0632755402475587 2.1277254512533537 3.3572697155177593 2.6211919337511063 3.0927641848102203 10.656277619302271 0.71941963257268104 2.9744210125645623 15.061441287398337 78.973909518681467
leaf_count=83 91 422 541 30 14 1917 138 12 9 22 31 28 99 48 14 29 157 36 31 23 10 77 39 8 19 75 18 98 101 413
internal_value=0.000124487 -5.31252e-05 0.000213158 -3.07211e-05 -0.00119185 -1.5497e-05 2.93726e-05 -0.000311631 0.000196453 0.000117537 0.000545698 -0.000140817 -0.000301572 -0.000128082 0.000857812 -0.000416012 -0.000252116 -0.00051321 0.00106618 -0.00131622 9.73534e-05 -6.04289e-05 0.000111341 -0.000458851 0.000126056 -0.00011295 -0.00118717 -0.00166609 0.00033513 0.000182152
internal_weight=403.064 134.218 268.846 89.6314 4.41055 131.773 85.2208 28.0244 57.1964 54.9004 20.6605 34.2399 30.3362 27.9101 6.30867 21.6014 19.9125 17.0297 14.9601 7.45042 22.2314 20.1681 9.57924 5.97846 18.0404 14.9476 4.29135 3.69384 179.214 94.0354
internal_count=4633 2430 2203 1148 44 2339 1104 447 657 648 84 564 536 437 97 340 292 263 53 180 309 299 83 47 222 203 128 116 1055 514
is_linear=0
shrinkage=0.00192234


Tree=547
num_leaves=31
num_cat=0
split_feature=0 2 1 1 4 1 0 4 2 4 0 2 0 0 0 0 2 2 4 1 1 4 4 4 2 2 2 4 2 4
split_gain=0.263347 0.914212 0.302724 2.33166 1.5701 0.819077 0.744719 0.86705 0.795241 0.716323 0.469979 1.44086 0.648461 0.945642 0.765969 1.19515 1.70429 1.46979 1.60771 0.492622 2.29585 1.61444 1.94698 1.68288 2.23579 1.71246 2.8027 2.49429 2.34825 1.9497
threshold=71.096275259750016 0.11061500000000003 58.309968391300011 60.87206898960001 37.572218886150004 57.027573863050009 73.921844754800006 35.771221912400001 -0.23353499999999996 48.96897326980001 82.250688042950017 -0.23455499999999999 83.933662832600007 84.546631286350006 85.307464937250003 85.619326080400015 -0.089569999999999997 -0.08725999999999999 41.685324604100011 63.910026677050006 62.907231794400012 39.476991512000005 40.148327922700012 40.574766824850009 -0.0057149999999999996 -0.031989999999999998 -0.057599999999999998 41.873095646600007 -0.06828999999999999 41.037275035300006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 8 -8 9 -2 11 -5 -12 -14 -15 16 -16 -18 -19 20 21 -17 -23 -24 25 26 28 -27 29 -25
right_child=2 -3 3 10 -6 -7 7 -9 -10 -11 12 -13 13 14 15 19 17 18 -20 -21 -22 22 23 24 -26 27 -28 -29 -30 -31
leaf_value=-0.053551532375817529 0.012641830649429281 0.043452553286505713 0.0067760258012179754 0.028574641237894282 -0.06533871490345694 0.025116652244379655 0.026379937914659909 -0.053905632140117662 0.027233397536155588 -0.033085689731962735 0.028119223592476615 -0.054820378741724574 -0.029600825409342318 0.018156657600029061 -0.061081426159164669 0.027434086545427928 0.034906655032703925 0.016207305854131115 -0.060101329580726635 -0.00064422144978120983 0.031765949470133975 -0.022940520393572274 0.02046786120486626 -0.037370581842865909 -0.031419329283305077 0.050364231378198683 -0.038770072930954191 0.00080905529767252653 0.032451151036737208 0.001200066623772383
leaf_weight=0.78347624043817521 1.7814600029960277 0.35166745632886887 1.1382272845366963 0.8473000334342945 2.2358789449790493 4.5570740010589361 0.46800899878144253 1.1918963261414317 2.6238987666438316 1.647171566262841 2.1767374940682194 1.3300827728235152 2.5446211071684948 6.3612560816109172 1.862016118597239 5.8323648124933234 1.560452846810221 1.2564673461019991 1.5293136830441652 166.79254592831421 6.8034998141229144 8.2163731195032579 11.366478554904459 3.4821040481328884 5.3086345205083481 4.2606483623385412 4.5340415574610367 6.2743295840919018 5.7218147274106661 54.816133433021605
leaf_count=186 15 2 31 79 67 33 6 72 31 30 29 158 21 50 56 28 8 8 42 2931 54 44 62 20 46 27 32 44 27 394
internal_value=0.000532129 -0.0234997 0.000617774 0.000309349 -0.0410114 0.00831617 -0.00161079 -0.0312692 0.00652302 -0.00932643 0.000769669 -0.0223683 0.000937213 0.00073901 0.000999851 0.000623013 -0.021071 -0.00392976 -0.0256839 0.00109823 0.00359041 0.00184478 0.000409457 0.00241284 -1.87691e-05 0.00208891 -0.000794276 0.0208506 0.00189525 -0.00110373
internal_weight=319.656 1.13514 318.521 306.251 3.37411 12.2695 7.71244 1.65991 6.05253 3.42863 302.877 2.17738 300.7 298.523 295.978 289.617 6.20825 4.34623 2.78578 283.409 116.616 109.813 103.981 95.7642 84.3977 79.0891 68.5541 10.535 64.0201 58.2982
internal_count=4633 188 4445 4258 98 187 154 78 76 45 4160 237 3923 3894 3873 3823 114 58 50 3709 778 724 696 652 590 544 473 71 441 414
is_linear=0
shrinkage=0.0499828


Tree=548
num_leaves=31
num_cat=0
split_feature=0 1 0 3 2 0 0 3 2 0 4 1 0 1 0 4 3 3 0 0 2 1 1 0 4 0 2 0 2 0
split_gain=1.81761 1.99961 2.35085 1.92146 1.88493 1.64505 1.5126 2.48513 3.11504 1.3554 1.23529 2.87541 1.69263 1.58308 2.71286 2.12527 2.07782 1.96108 1.91848 1.94845 1.73437 1.71096 2.56045 2.03164 1.60193 1.90438 2.05815 6.49211 3.05939 2.67083
threshold=98.230883170350012 77.621163142300006 99.403050915200012 0.087700000000000014 -0.087660000000000002 100.35207663525001 97.491557184450016 0.091290000000000024 0.13747000000000004 99.403050915200012 42.154118731400011 75.629015667650023 75.381677519650012 58.309968391300011 85.121961326250016 38.171717059500004 0.096715000000000009 -0.25215499999999996 85.307464937250003 85.662341410450011 -0.07490999999999999 63.910026677050006 62.154463517850012 88.350799540950007 39.476991512000005 85.769879735700016 -0.06828999999999999 85.968825637350008 -0.088274999999999992 86.264556031700025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 -2 -5 -4 10 -8 -9 -6 12 -12 -1 -14 15 16 -15 -17 -16 20 -20 22 24 -23 -21 -26 28 -28 -27 -30
right_child=1 2 5 4 9 -7 7 8 -10 -11 11 -13 13 14 18 17 -18 -19 19 21 -22 23 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.0012013934009832614 -0.0021039556836033881 -0.0030192274065877684 0.00099200867496784069 0.00026247870473534453 -0.00019183961642369862 -5.3264652096840173e-05 0.0013996792848462707 -0.0010796812139232084 0.0017037190916990208 -0.0023797689501672669 3.4109876504036758e-05 -0.0023276951041154097 0.0013523850664467283 -0.001536038084971944 0.0016407926333161919 0.00064373217344146263 0.00085730597197483313 -0.0021558768518634432 -0.0025756384959475529 0.0012706612396055621 0.0001719442232326443 -0.0014324240860849387 0.0011412736607561516 0.00016424002644336634 0.0010239527628295255 0.00028308256886702639 -0.0017721548774955931 0.00090376187701855651 2.4555753635676768e-05 -0.0017983455922198379
leaf_weight=2.9297317375894627 3.2189031396992496 0.93423951254226167 6.197246133349835 6.2722316039726138 1.8979088068008403 54.440084276429843 9.4364504506811517 4.3824116932228199 2.2480233684182167 2.3318635961040854 100.86818619119003 1.9415610365103919 4.8750422671437255 1.9518169255461524 3.8661581538617602 1.1850495692342518 4.2796540670096874 4.2071866935584694 1.6591991297900679 6.0178263634443274 1.7385850213468064 3.0539904572069636 17.759877149015665 82.48750265641138 9.5404694899916631 16.034637987613678 3.9680423326790395 21.525676839053631 5.2923764288425428 6.7690510451793671
leaf_count=250 115 15 37 44 19 1420 43 44 19 46 1178 108 25 48 19 10 26 68 33 25 10 25 108 602 34 72 23 96 22 49
internal_value=0.000127627 -0.000140946 6.94003e-06 -0.000804575 -0.000406309 5.35642e-05 0.000191213 0.000765948 -0.00013598 -0.00139804 0.000160631 -1.04928e-05 0.000248976 0.000270632 0.00024307 -0.000656969 0.000107664 -0.00154061 0.000301284 0.000271833 -0.00116975 0.000300237 0.000490203 0.000107236 0.000322984 0.000232647 9.17729e-05 0.000487261 -0.000267084 -0.000998483
internal_weight=393.311 75.2925 61.5716 13.7209 10.502 60.6373 318.019 16.0669 6.63044 4.22977 301.952 102.81 199.142 196.212 191.337 11.6237 6.23147 5.39224 179.713 175.847 3.39778 172.449 86.908 85.5415 69.1481 63.1303 53.5898 25.4937 28.0961 12.0614
internal_count=4633 1696 1472 224 109 1457 2937 106 63 65 2831 1286 1545 1295 1270 152 74 78 1118 1099 43 1056 429 627 321 296 262 119 143 71
is_linear=0
shrinkage=0.00192234


Tree=549
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 4 0 1 0 3 2 3 1 1 3 3 3 0 3 3 0 2 1 2 2 2 1 0 0 3
split_gain=1.70736 1.96714 2.94298 1.89775 1.41016 1.65222 2.762 3.90022 2.52848 1.77278 1.55476 3.43914 1.60931 1.7481 3.97031 2.9236 2.19143 1.9721 1.50359 3.19239 1.40278 1.33459 2.63611 2.86618 1.88505 2.12459 2.03365 2.80132 2.52744 2.08528
threshold=93.972365491700018 94.625660817400004 -0.14907499999999999 85.990333302400003 85.931187223550012 41.873095646600007 85.121961326250016 61.546871980350012 85.823648898300021 0.10876000000000002 -0.082654999999999992 0.10214000000000002 64.730006406800015 61.993156030000002 0.091705000000000023 1.0000000180025095e-35 -0.144095 85.431134011250023 -0.25098999999999999 -0.53179999999999994 94.109476856350014 -0.051199999999999996 81.339300736700025 -0.043559999999999995 -0.068964999999999985 -0.057599999999999998 75.28220456885002 100.19345760555002 97.491557184450016 0.074735000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 -1 9 10 12 -12 13 15 -15 16 18 -17 19 -7 -4 24 -23 -24 26 -26 -3 28 -28 -29
right_child=1 21 20 -5 -6 8 -8 -9 -10 -11 11 -13 -14 14 -16 17 -18 -19 -20 -21 -22 22 23 -25 25 -27 27 29 -30 -31
leaf_value=0.00021623578496088219 0.00057548493087407836 -0.00049587672762402377 -0.00044307429846052009 0.00033121881529098152 -0.0010819732393245686 0.00083117270663648666 0.00065669001246704175 -0.001895763859031057 -0.0023203187782319316 -0.0022126161718218277 -0.001468809192874052 0.0016205185497634388 0.0015166666030039214 -0.0023237296733895044 0.00072056197624219037 0.0016144318868891079 -0.002131884818342227 -5.4935472232708309e-05 0.0010911292221647472 -0.0025727550643975835 -0.0022313752982876605 0.00045777274017160273 0.0020030109011301544 -0.00095316654531467891 -0.002636450410476028 -8.1812507761470791e-05 -0.00069211966071434526 0.00051138918798924603 0.00097262228279843866 -0.0005143168287932594
leaf_weight=12.240593793801965 3.4367348877713084 25.9409914908465 2.4714652951806766 167.70325202087406 4.1606255117803803 2.1471661615651119 27.628253964707255 4.1615969445556393 1.9686287865042675 1.3959159962832917 5.960469065350483 1.6299110427498815 2.7803771179169408 3.1940584238618603 2.9060773365199566 6.3728306312113983 2.2226094731595412 4.1505813226103783 2.7708062017336483 1.7981864595785735 4.2152764529455453 43.263603907544166 1.3299883315339673 9.3870200706005544 2.2048473057802767 2.4314865719061336 3.959638578817251 10.14398786696256 17.805110959568992 23.008026000738028
leaf_count=227 68 402 17 1042 44 21 127 167 27 29 189 6 21 106 18 30 66 26 17 34 94 295 8 403 63 19 41 188 110 728
internal_value=0.000120117 -3.97455e-05 -0.000841916 0.000213832 -1.11831e-05 4.22822e-05 0.000292994 -0.000319625 -0.000238624 -0.000128841 -4.78914e-05 -0.000805426 0.000154982 6.8734e-06 -0.000873443 0.000282796 -0.000509765 0.00095601 2.70512e-05 -0.000720247 -0.00157041 1.84784e-05 0.000250488 -0.000586303 -0.000128011 -0.00129669 -6.1e-05 0.000144422 0.000669757 -0.000200467
internal_weight=404.79 149.598 10.1235 255.192 87.4887 83.3281 44.0304 16.4022 39.2976 37.329 35.9331 7.59038 28.3427 25.5623 6.10014 19.4622 8.93877 10.5234 6.71616 3.94535 6.68674 139.475 53.9806 10.717 85.4941 4.63633 80.8578 54.9168 21.7647 33.152
internal_count=4633 2436 179 2197 1155 1111 521 394 590 563 534 195 339 318 124 194 138 56 72 55 111 2257 706 411 1551 82 1469 1067 151 916
is_linear=0
shrinkage=0.00188464


Tree=550
num_leaves=31
num_cat=0
split_feature=0 3 2 2 4 2 2 2 3 1 1 3 2 2 3 3 3 0 1 2 0 3 1 1 3 3 3 1 0 0
split_gain=0.262901 0.397982 0.375919 0.704634 0.782012 0.365901 0.359304 0.584077 0.482803 0.344923 0.34512 0.63845 0.307763 0.679085 0.332189 2.16584 1.27294 0.972327 1.58678 1.46185 1.77857 1.15541 0.846094 0.945759 0.875915 0.843643 2.04126 0.554272 0.511342 0.477394
threshold=113.1679565431 0.078655000000000017 -1.0000000180025095e-35 -0.088274999999999992 46.095286511800005 -0.16262999999999997 0.70681500000000008 0.36215000000000008 0.077805000000000027 63.565904036300005 66.235542959850008 -0.13578999999999999 0.28423000000000004 0.27394500000000005 -0.23921499999999998 -0.24665999999999999 -0.21029499999999998 99.755238930300024 73.448676123850007 -0.23353499999999996 93.843319501450011 -0.54009999999999991 61.93938686740001 65.036490633650018 -0.25098999999999999 -0.25587999999999994 -0.26804999999999995 71.658163008950012 89.237990724000014 85.619326080400015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 4 5 -2 7 12 -8 -9 -11 -12 13 14 15 17 27 18 19 21 22 -1 25 24 -24 26 -21 -16 -17 -18
right_child=1 -3 -4 -5 -6 -7 8 9 -10 10 11 -13 -14 -15 16 28 29 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00030344105737304202 0.036869562811649916 -0.048366453996735177 -0.05015809469414767 0.037821468977010303 -0.055694088354257647 -0.048908606489803767 0.036635908501099011 -0.060211620471452405 -0.004013905432922904 0.029642034706224622 0.031743785720994358 -0.059071453342909377 0.020290299729808531 -0.026011077211777762 0.0079484350989307805 -0.024481580535023102 -0.0052336641276726544 -0.038633246386466223 0.038820613178233626 0.033828327610856315 -0.041312472374334178 -0.057400229744771047 -0.023153105917608718 0.023401211675300824 0.0092125372402476202 0.05425526120801024 -0.064875687504611784 0.038357446550972674 -0.061497803446849679 0.0014374592663117412
leaf_weight=1.4788490773644301 0.49870049705350583 0.57888867002111499 0.34799892848241087 0.78477110457606625 0.63820286840200424 0.14135767638799734 1.4183264533057802 0.50151626020669837 1.1901092855259774 0.30279724812135078 0.25406527158338565 0.52726420166436594 1.765141796087845 2.1120453230105332 2.5105401615146539 2.1228665417293082 26.248981748940423 1.3016951933968801 2.4647816885262719 1.9944331995793718 1.6966703664511431 1.6729192226776017 3.6721861897967756 3.3183746077120304 3.7360678985714895 1.6051864065229851 0.6047523814486343 2.8172879861667752 1.3535080626606939 250.34614430424699
leaf_count=32 60 253 59 9 32 50 13 8 33 7 16 45 17 37 29 20 680 63 32 85 23 67 34 22 16 8 8 18 40 2817
internal_value=0.000563779 -0.0133259 -0.00491268 0.00271946 -0.0188309 0.0179253 0.000694779 0.000550468 0.0180893 -0.02794 -0.0130112 -0.029541 0.000694881 0.000583684 0.000765494 -0.004219 0.00124326 0.000900447 0.00321389 -0.00122318 0.00434703 -0.0306097 0.0095355 0.00252177 -0.00683074 0.0274296 0.0108629 0.0240283 -0.0388937 0.000804367
internal_weight=320.006 2.98992 2.41103 2.06303 1.27826 0.640058 317.017 314.408 2.60844 1.58564 1.08413 0.781329 312.822 311.057 308.945 27.0223 281.923 23.5459 22.2442 19.7794 16.6277 3.15177 14.931 10.7266 7.40825 4.20437 2.59919 5.32783 3.47637 276.595
internal_count=4633 463 210 151 142 110 4170 4124 46 76 68 61 4048 4031 3994 450 3544 390 327 295 196 99 173 72 50 101 93 47 60 3497
is_linear=0
shrinkage=0.0470614


Tree=551
num_leaves=31
num_cat=0
split_feature=1 0 3 3 2 4 4 4 1 3 1 4 0 0 3 3 0 0 0 3 1 0 3 0 0 3 4 0 4 0
split_gain=2.37184 2.23697 1.75225 3.37409 2.86869 2.75491 3.03938 2.59778 3.43876 2.11791 1.95573 1.73158 1.53091 2.52138 1.79078 3.31793 1.5206 1.97531 2.05788 1.51966 1.72922 2.22993 3.97021 2.20265 2.46476 3.32274 1.51409 1.45974 2.63652 2.08877
threshold=69.873026810350026 85.990333302400003 0.08759500000000002 0.090235000000000024 -0.088880000000000001 43.564719632750005 42.670715716450012 41.489621506400006 65.765062787050013 0.097645000000000023 62.095317438950012 42.123054668150012 96.631250582750013 97.886760529650019 0.10787500000000003 0.10176000000000003 86.264556031700025 89.711159354950013 91.437149474700007 -0.089139999999999997 72.209296925700016 95.44832900530001 0.090465000000000031 93.843319501450011 94.165934477050016 0.092015000000000027 43.157831852650006 93.308316333500017 38.751720283100006 90.189704902150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 11 8 -5 -10 -8 27 14 -14 15 19 -7 -18 -19 -2 21 22 -21 -24 -25 -26 -9 28 29 -3
right_child=12 2 3 7 -6 16 10 26 9 -11 -12 -13 13 -15 -16 -17 17 18 -20 20 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-1.0361669342731411e-05 0.00025291387327531904 0.00021111553757918909 0.00013977768750991732 0.00092783328603408886 -0.0016073981280533437 0.00081741086416976501 0.00036503789039951808 -0.00037026691343163844 0.00065821180093082862 -0.0011111313912226402 0.0016569343062381231 -0.00081411379452705872 0.00051621244695337302 -0.00011713480573222768 -0.0024206699215494607 0.0015364213050021052 -0.0025039939680107583 0.000961466302864204 -0.0014173131533945554 -0.0017617752926978791 -0.001785232991158601 0.00050098203176633584 -0.0016652402711255232 0.0015298124803626383 0.0011555589777317889 -0.0021797131862131289 0.00072443402131016613 0.001652294445716018 0.00068920832542474874 -0.0015975325999662325
leaf_weight=84.816553503856994 8.4805506975389964 6.6452296543866378 6.9885992035269737 32.211266934871674 6.3896946068853122 2.7159090228378755 5.7694849148392704 20.235070578753952 4.2279525622725469 5.566810354590416 14.939268961548803 3.6192903146147719 30.720695070922375 81.704804640350631 1.4529530303552736 3.2468568836338809 1.8675748854875562 2.5522282496094704 2.6154504404403269 8.3446530179353555 4.1181372863939023 6.315587429329752 2.2500919074518597 3.8707721009850484 2.0753036802634597 2.1706106420606375 5.7665222622454158 3.839875726029276 34.480247635394335 3.4431180134415627
leaf_count=1148 85 34 39 145 52 11 31 122 23 31 91 23 174 1721 33 21 19 15 50 220 134 40 27 15 13 51 32 15 193 25
internal_value=0.000124101 0.000238092 0.000366685 0.000170487 -0.000694702 0.000560261 0.000686368 0.000340685 0.000630484 -0.000347387 0.00129701 0.000443313 -5.90859e-05 5.59297e-05 -0.000364592 -0.000291502 -0.000380407 -0.000842816 -0.000242475 -0.00044924 -0.00065355 -0.000467334 -0.000794165 -1.52951e-05 0.000442099 -0.00054951 -0.000127489 0.000537325 0.000441263 -0.00040617
internal_weight=403.441 248.69 163.874 81.3859 13.3783 82.4877 72.7365 68.0076 42.006 9.79476 20.7088 52.0278 154.751 112.425 42.3255 40.8726 9.75116 7.03525 5.16768 37.6257 29.1452 25.027 18.7114 10.3668 8.11669 4.24591 26.0016 48.4085 44.5686 10.0883
internal_count=4633 2099 951 444 91 507 412 353 199 54 122 290 2534 1895 639 606 95 84 65 585 500 366 326 106 79 64 154 267 252 59
is_linear=0
shrinkage=0.00188464


Tree=552
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 2 2 0 2 0 0 2 3 3 2 1 2 0 4 1 4 0 2 4 0 2 4 0 2 4
split_gain=1.63324 3.40541 2.51361 2.44664 1.93708 1.79843 2.50009 2.12314 2.62191 2.20765 2.35855 1.85475 2.30631 2.20274 2.98895 2.17428 2.68041 1.79299 2.84854 1.76974 1.62754 1.58049 4.56187 1.54527 2.58922 2.38672 2.20465 2.19168 1.86243 4.61435
threshold=91.109157582800023 90.321439350550008 67.606656606400023 66.439865777750015 0.4149000000000001 0.20852500000000004 0.13747000000000004 89.861713010250014 -0.095074999999999993 85.990333302400003 85.931187223550012 -0.072755 0.10487000000000003 0.10214000000000002 -0.053874999999999999 62.046925192600007 -0.013285 85.705356740550016 42.081757894750005 61.944763783650011 44.279556297950009 85.398872513700013 -0.089569999999999997 38.751720283100006 94.047642319350018 -0.011849999999999999 40.767054867700004 91.886121982450007 -0.054875 35.119813570500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 23 6 7 9 -9 10 11 17 13 14 -13 16 -16 21 -19 -8 -20 -1 -23 27 25 26 -25 -4 29 -29
right_child=2 -3 4 -5 -6 -7 19 8 -10 -11 -12 12 -14 -15 15 -17 -18 18 20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00019921846911778477 -6.3482831762290797e-05 0.0012286925826120339 -0.0036760643905526594 -0.0020935704533715169 -0.0023252955272533649 0.0012137292751116873 1.9899583241514032e-05 0.00064909911091266153 -0.0020672257005185705 0.0004007381275057407 -0.0015778720257435765 -0.0034753307639949927 -0.0022407132111878321 0.0011698813426339488 0.0015849488537610945 -0.0025335863627035391 -0.00090450312296703854 0.0013616666597303379 -0.0011413564203707198 -0.0023862217822667535 0.00078785991638213393 -0.0025974844169027087 0.00026223496174272677 0.0018749546393515973 5.2716432185311019e-05 -0.00061994629955586776 4.2085518299083395e-05 0.00081000735397294889 0.00016357225361141435 -0.0015515814277527499
leaf_weight=29.840671781450503 5.2492811065167171 13.60663879662752 0.79023047257214685 4.6743182456120849 1.4344628397957411 6.7183210840448728 2.3790056514553717 2.4404913708567619 3.7605134397745124 111.27686882053968 3.9701226893812409 1.3968027075752605 2.8429388729855409 3.5232647061347953 3.2227848358452311 1.4611723362468181 4.0842299006180935 11.455180414021017 4.0152035951614371 2.7389453137293458 3.3332239761948586 3.5566382640972733 6.6997610703110677 8.9979590922594088 118.6001892235945 3.3276946260593823 3.9258215471636495 5.1433431485202155 20.521401480655186 10.441768453805706
leaf_count=565 42 70 8 60 44 48 22 10 37 630 42 17 30 13 20 38 158 34 35 27 14 75 53 32 1752 38 49 147 260 263
internal_value=0.000121905 0.000239458 -2.08237e-05 -0.00101972 3.64142e-05 0.000174967 0.000140419 0.000177025 -0.000998178 0.000215244 -4.47152e-05 3.59777e-05 -0.000568079 -0.000220686 -0.000702667 -0.000260973 0.000193479 0.000205513 0.000725471 -0.00126777 -0.00026627 -3.83217e-05 -0.000729437 5.61394e-05 0.000157396 0.000921331 0.00131819 -0.000313939 -0.000240355 -0.000772218
internal_weight=405.429 222.323 183.106 9.9236 173.183 208.716 201.998 196.88 6.201 190.679 79.402 75.4319 16.5312 13.6883 10.165 8.76819 7.30701 58.9007 18.8036 5.11795 7.34843 40.0971 10.2564 171.748 134.852 16.2515 12.9238 36.8967 36.1065 15.5851
internal_count=4633 1938 2695 102 2593 1868 1820 1771 47 1724 1094 1052 276 246 233 216 178 776 83 49 49 693 128 2549 1871 119 81 678 670 410
is_linear=0
shrinkage=0.00204082


Tree=553
num_leaves=31
num_cat=0
split_feature=1 0 4 3 3 2 4 1 3 4 0 4 0 0 1 2 3 0 0 1 4 2 1 1 0 3 4 4 4 3
split_gain=2.07959 3.04522 1.81383 1.61101 3.55645 2.70485 2.02489 3.24466 2.01983 1.83773 1.60796 1.77436 2.75476 2.491 3.8994 1.88121 1.94511 1.5964 2.83924 2.51262 1.83486 1.62034 3.12932 1.55203 1.5001 1.47246 1.4568 2.25738 1.49689 1.44385
threshold=69.873026810350026 85.990333302400003 44.279556297950009 0.08759500000000002 0.090235000000000024 -0.087660000000000002 41.489621506400006 65.765062787050013 0.097645000000000023 43.157831852650006 85.931187223550012 41.873095646600007 85.823648898300021 85.121961326250016 61.546871980350012 -0.082654999999999992 0.10214000000000002 85.799452775150016 85.431134011250023 61.076391807500009 48.393869453650005 -0.087660000000000002 62.186725015400008 61.923256118600001 91.886121982450007 0.083745000000000028 43.564719632750005 42.670715716450012 42.123054668150012 0.4149000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 26 5 -5 7 -6 -9 -8 11 13 15 14 -1 17 -17 18 19 20 -13 22 -20 -21 -2 -25 27 28 -3 -26
right_child=24 2 -4 4 6 -7 9 8 -10 -11 -12 12 -14 -15 -16 16 -18 -19 21 23 -22 -23 -24 25 29 -27 -28 -29 -30 -31
leaf_value=0.00024750071239851041 -0.0022471145043170965 0.00062003761440159019 -0.00061128463116398449 0.00010569226697061088 0.00099404775936903235 -0.0017233977217569996 -0.00026250284822879679 0.00073770552803558581 -0.0010557111373276239 0.0011445972932612705 -0.0012347502559309962 -0.0022109844698225433 -0.0024570593958262738 0.00065351132257022591 -0.0019385064437962825 -0.0016205403446576492 0.00054047010615740983 0.0016936243583845073 -0.0024709956991132683 0.0021293693299518296 0.00011330160761952021 0.00032979258999477729 0.00054353246194541551 0.0014199850280107336 1.0976621173022906e-06 -0.0011557812945582001 -0.00033900158531033743 0.0013306182782801775 -0.00068607495356105255 -0.0021952993249651758
leaf_weight=12.263769818004223 1.1667979545891274 48.606367092579603 6.3489734614267936 7.1422243341803551 33.016301900148392 5.5035989582538587 19.877344766631726 4.2227163650095445 5.6380865126848221 4.3493699580430976 4.1221223678439847 1.529573051026097 2.1234844215214244 27.32251287996769 4.2157564009539774 5.6497355729807195 2.2347944295033813 2.1618732810020438 4.2098168395459652 3.8457954600453368 8.9264545328915101 2.5761022567749006 1.9313347116112707 2.0043891761451964 152.84419284615433 1.4857725845649836 5.1966218352317801 18.240182932466269 3.6251743622124186 1.1594221943523724
leaf_count=227 65 267 84 38 145 47 122 23 31 15 44 81 27 125 162 189 21 7 66 12 70 14 10 19 2426 74 34 122 23 43
internal_value=0.000145863 0.000257121 0.00041598 0.000457944 0.000263489 -0.000690347 0.00044324 0.000699271 -0.000287712 -9.88919e-06 -3.9613e-05 2.01158e-05 -0.000285927 0.000290365 -0.000311719 -0.000159808 -0.00100802 7.34501e-05 -5.86778e-05 0.000390491 -0.000226709 -0.000975435 -0.00152295 0.00127019 -3.2219e-05 0.000323473 0.000662889 0.000736769 0.000529386 -1.5438e-05
internal_weight=403.541 248.37 161.767 155.418 79.7496 12.6458 67.1038 42.8771 9.8608 24.2267 86.6033 82.4812 38.6791 43.802 16.4795 36.5556 7.88453 28.6711 26.5092 17.792 10.456 8.71725 6.14115 7.33596 155.17 3.49016 75.6683 70.4717 52.2315 154.004
internal_count=4633 2099 951 867 421 85 336 199 54 137 1148 1104 590 514 389 563 210 353 346 256 151 90 76 105 2534 93 446 412 290 2469
is_linear=0
shrinkage=0.00196078


Tree=554
num_leaves=31
num_cat=0
split_feature=1 0 3 3 1 0 0 1 0 3 4 4 1 3 0 4 2 4 4 1 2 2 2 3 2 2 3 0 2 3
split_gain=1.82726 2.65041 3.44858 3.59767 2.34152 2.35162 1.93429 1.83833 1.60895 2.49003 1.58882 2.00965 3.28377 2.36927 1.57615 2.1399 2.75925 1.52591 3.73133 1.8421 1.78756 1.75964 2.40126 2.41901 3.78395 1.97149 1.70241 1.63656 1.73103 1.41695
threshold=70.182199495350019 95.44832900530001 -0.089139999999999997 0.090465000000000031 71.104340634100012 94.625660817400004 97.886760529650019 78.196493182200015 100.35207663525001 0.087795000000000026 42.081757894750005 39.955516828000007 72.62331947780001 0.091705000000000023 96.631250582750013 43.61821939175001 -0.070854999999999987 44.749265482150008 42.654057868200006 80.677940036650014 0.067985000000000018 0.22387500000000005 0.059500000000000011 0.089850000000000027 -0.25105499999999997 -0.24023999999999998 0.10214000000000002 105.93331571405001 -0.18437499999999998 0.075320000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 14 10 9 -9 11 12 -8 -13 15 16 -3 18 21 -19 -20 22 23 25 -25 -10 -23 -27 -29 -21
right_child=1 6 3 4 -6 -7 7 8 17 -11 -12 13 -14 -15 -16 -17 -18 19 20 29 -22 26 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.00022980090488897929 0.00063317146356407425 -0.0024648597866372178 -0.0021544297871554626 -0.0010215773549902703 -0.0021317166213323515 0.0015238321036178252 0.0016509687935803224 -0.00034674032069290306 -0.0020605136452411586 0.0018550845609266696 -0.0017125958288130164 0.0011129064664809659 -0.0019493372793197186 -0.00092135998592697489 0.00061173388206071022 0.00077082109038160214 7.9229347324456654e-05 -0.0017080777977574444 -0.0022384830727780565 0.0013763796771899437 0.00042900988023338038 -0.001563165536219852 0.0012509428458967896 0.00081294379384983743 -0.0017996215804454367 0.0011402130365923352 0.0012461301044297288 0.0019473065378984614 -0.0020509630530107796 7.7918604906449104e-05
leaf_weight=255.40931702352827 5.4610217285808202 2.7231673114001751 7.4377871829783526 2.5030677164904773 1.8734317659400401 3.1534964293241501 1.2198636382818246 3.5814744150266042 1.061531123224994 4.4015179122798145 4.2145101204514495 5.1191099695861322 4.8322514670435339 3.861712247133255 32.593411787878722 4.8329356238245964 4.1169371120631677 1.3535947827622283 4.7954519164049989 6.1650795388268289 1.2094606236787511 4.4096759361564173 6.2704826062545171 3.3021554289443884 6.0119294264877663 8.0862491757143342 1.0214367167791349 0.595306914707176 1.384588983550205 6.7895649579004385
leaf_count=2170 63 39 303 40 59 14 3 26 127 18 103 22 114 34 173 30 22 38 221 61 8 130 60 63 171 56 15 14 237 199
internal_value=0.000130134 -4.61753e-05 -0.000700566 -0.00118718 -0.00023178 0.000397471 6.16751e-05 -0.000120885 4.71791e-05 0.000867262 -0.000648627 -0.000350342 -0.00122366 0.000238181 0.000390313 -0.000227937 -0.000933618 -7.76236e-05 -0.000282433 0.000468435 -0.00170122 -1.73807e-05 0.000189484 -0.000136117 -0.00087338 0.000480986 -0.00103482 0.000749001 -0.00084878 0.000695853
internal_weight=399.792 144.382 20.4288 14.9678 7.53 5.65656 123.953 79.6869 60.4395 7.98299 19.2474 15.0329 6.05212 8.98082 44.2665 11.673 6.8401 52.4565 38.1483 14.3082 6.00491 32.1434 26.7122 20.4418 9.31408 11.1277 5.43111 10.0661 1.9799 12.9546
internal_count=4633 2463 479 416 113 54 1984 1720 1444 44 276 173 117 56 264 91 61 1400 1102 298 229 873 728 668 234 434 145 307 251 260
is_linear=0
shrinkage=0.00196078


Tree=555
num_leaves=31
num_cat=0
split_feature=0 1 0 3 3 1 3 0 1 0 3 3 3 3 2 0 1 2 0 0 2 2 0 3 3 4 3 1 3 1
split_gain=0.29314 1.10646 2.28594 1.36779 1.72073 1.78267 1.43833 1.20287 1.07436 1.01346 2.15759 1.30503 0.933662 1.55872 1.27173 2.54748 2.09428 1.26737 1.05852 1.79772 0.993325 0.968782 0.941971 0.934491 0.919701 1.62636 1.35043 1.12025 1.184 1.51127
threshold=98.230883170350012 77.621163142300006 99.403050915200012 0.087700000000000014 0.088755000000000014 75.981203682750007 0.11296500000000002 100.35207663525001 71.504920895500007 97.491557184450016 0.091290000000000024 0.10821500000000002 0.076130000000000017 -0.245505 -0.016679999999999997 101.11291028615001 81.339300736700025 -0.043559999999999995 102.11570516885001 105.7585659356 -0.16262999999999997 0.20852500000000004 113.1679565431 0.089705000000000021 0.078385000000000024 48.553014326500012 0.083905000000000021 85.140780533150021 0.086375000000000021 83.116371560950014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 3 -3 -2 -5 6 8 -4 -6 -1 -11 -12 13 20 17 -16 23 24 -15 -20 -9 -18 -21 -17 -14 26 -26 28 -28 -30
right_child=1 2 7 4 5 -7 -8 12 -10 10 11 -13 14 18 15 16 21 -19 19 22 -22 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00061775271323887709 -0.042605871500460475 -0.065687691154552599 0.020111792201716411 0.031976847329256416 0.0057408194526320571 -0.046621423413157267 0.021503151854583239 0.0094361274410742543 -0.045498759093786714 0.025537066809696415 -0.022950007081656214 0.019093207569470853 -0.042965110989315908 0.044369450525775102 -0.051093384350587981 0.0071971618850194428 -0.046824843234725522 -0.057548932796614112 -0.036174061986957412 0.027842313128750313 -0.045157504799627615 -0.0010765677266983535 -0.012513820300466813 0.035049201562741508 -0.039701179871408906 0.023022735812104678 0.029584416450708018 -0.044507619670164797 -0.018124594176875744 0.019915330973173453
leaf_weight=252.72170126982382 2.104809208190999 0.82027677248697628 5.1308763828128567 1.5293014273047427 1.2139676436781885 2.0258700726553798 2.2650936432182789 0.97151371702784706 1.4332960201427338 7.729624643456189 3.3177823475562036 1.8455059928819535 1.1553581336411323 1.8390362709760646 1.1580239944160009 3.398956914432345 1.0035938953224106 0.88729966318351472 1.1249677523737771 4.4157646325184032 1.1923011839098752 2.8689325886516599 1.1765538153995292 4.4923060769215226 2.2758041786073617 2.6074809078709213 1.6328196007525537 1.0854354116527236 6.1222717467753665 2.3106589962844737
leaf_count=2831 115 15 37 6 12 40 17 45 34 43 36 27 130 8 18 18 134 77 47 65 85 70 108 33 165 48 18 201 112 38
internal_value=0.000612289 -0.00196267 0.000638774 -0.0136925 -0.00650533 -0.0149874 -0.00194151 0.00180006 -0.0220016 0.00117691 0.0121373 -0.00792257 -0.000452036 0.00974337 -0.00397784 0.00562347 0.0112067 -0.010841 0.0174286 0.0100528 -0.020646 -0.0129326 0.0193519 0.0230527 -0.00843005 -0.00594164 -0.0115664 -0.00582452 -0.00165314 -0.00770149
internal_weight=323.857 58.2426 47.6702 10.5723 8.46753 6.93823 4.91236 46.85 2.64726 265.615 12.8929 5.16329 41.7191 10.7201 30.9989 12.9218 11.7638 18.0771 8.55632 6.71729 2.16381 3.87253 5.59232 7.89126 17.1898 16.0345 13.427 11.1512 10.0658 8.43293
internal_count=4633 1696 1472 224 109 103 63 1457 46 2937 106 63 1420 358 1062 273 255 789 228 220 130 204 173 51 712 582 534 369 168 150
is_linear=0
shrinkage=0.0400778


Tree=556
num_leaves=31
num_cat=0
split_feature=1 0 3 4 0 1 1 0 3 3 2 0 1 4 0 2 2 2 0 0 3 1 0 3 3 4 3 3 3 3
split_gain=0.284974 0.797986 1.96298 0.969473 1.52555 1.08083 1.52876 2.22382 1.79 1.62493 1.05492 1.10728 1.38119 1.02942 1.17419 1.81434 1.19386 1.45861 0.999682 1.26579 1.20394 0.951263 0.89427 1.53396 2.52591 2.29413 1.10656 0.883395 1.43755 1.92748
threshold=69.873026810350026 93.843319501450011 -0.10696499999999999 38.238138001450004 94.047642319350018 74.757955233350017 72.62331947780001 94.75470680765001 0.076130000000000017 0.079745000000000024 0.28423000000000004 94.940210418650011 71.397382570300024 39.427119987250002 95.746747857800017 -0.122165 -0.079369999999999996 -0.077085000000000001 97.32487278035002 97.615226258450022 0.11296500000000002 83.116371560950014 97.886760529650019 0.082535000000000011 -0.095119999999999996 40.00488309970001 0.08919500000000001 0.092185000000000031 0.087475000000000011 0.086375000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -5 6 8 -8 -6 -10 11 -3 -13 -11 15 -15 -17 -18 -14 -20 21 -21 23 24 -7 -26 -25 28 29 -24
right_child=1 3 -4 4 5 22 7 -9 9 13 -12 12 18 14 -16 16 17 -19 19 20 -22 -23 27 26 25 -27 -28 -29 -30 -31
leaf_value=0.0014636358893243503 0.016005959756479889 -0.035192915103441177 -0.034181039476693181 0.028138677565525547 -0.048577683731617957 0.030355469102681509 0.020008399073817192 -0.050257132180651823 0.027465527461099964 0.019416204954099483 0.01971327180307058 0.017778592411482753 -0.046869437054323899 0.016679545698532701 0.0018995394959844913 -0.045075071362680574 0.033259199625287575 -0.043192884130531177 0.023470524856234947 -0.044216318446844101 0.010759904060979198 0.0041778871439973929 0.00027741452178060502 0.035727247942859149 0.0015591650179170122 -0.058014133398627751 0.0099308735015564767 -0.0090881952663723689 0.014892067215909304 -0.053105477081518998
leaf_weight=203.48996701350552 1.9711752346483988 2.9696771893650284 3.4802049690915728 3.2763789567397898 1.296203576028353 2.1536430716514596 1.0031237860675895 2.6448485683649778 2.992253920761871 2.4655756000429419 1.7406148709997058 2.6347097214311344 1.3817310484591869 1.5952299423515874 7.9148039239225909 3.6226855269633318 0.83749174699187279 0.77659711614249294 1.4765917658805845 2.5926428249804307 1.5354539186846521 0.87793440754467145 25.142333139927363 4.1974867782555503 2.5386355891823786 1.7725681997835634 7.451531583443284 12.645330882456618 11.697726620317551 1.1417240547016252
leaf_count=2099 23 47 98 32 41 17 14 69 26 19 71 20 29 13 61 179 4 38 6 146 34 216 728 19 10 59 57 218 204 36
internal_value=0.000553028 -0.00101961 -0.0160338 -0.000291268 0.00118537 0.000244808 -0.00688311 -0.0309354 -0.00280223 0.000134433 -0.0097249 -0.0135293 -0.00740171 -0.00461689 -0.00863507 -0.0208393 -0.0322683 -0.00352469 -0.0158376 -0.00922335 -0.0188668 -0.0319743 0.00285255 0.0105148 -0.00518203 -0.0229346 0.0192261 0.00011107 0.00317379 -0.00204143
internal_weight=321.317 117.827 5.45138 112.376 97.1662 93.8898 25.1488 3.64797 21.5008 20.2046 15.2094 13.4687 10.4991 17.2124 14.7468 6.832 5.23677 1.61409 7.86435 6.48262 5.00603 3.47058 68.741 18.1139 6.46485 4.3112 11.649 50.6271 37.9818 26.2841
internal_count=4633 2534 121 2413 1844 1812 464 83 381 340 569 498 451 314 295 234 221 42 431 402 396 362 1348 162 86 69 76 1186 968 764
is_linear=0
shrinkage=0.0401832


Tree=557
num_leaves=31
num_cat=0
split_feature=1 0 3 3 0 1 1 3 4 4 0 3 2 3 3 3 4 2 4 3 2 1 2 0 2 1 0 0 0 0
split_gain=0.252243 1.72756 2.69567 0.692306 0.793941 0.681922 1.37141 0.821331 0.633042 1.07441 1.12119 1.27249 1.01923 0.568733 0.529723 1.65271 1.48583 1.39059 1.30041 1.66666 2.40843 1.25213 1.21736 1.16616 1.16189 1.44923 1.57758 1.44455 1.33055 1.59357
threshold=71.053259929650025 95.550490414250007 -0.089139999999999997 -0.25843999999999995 118.55293817840001 70.816675614150014 70.348883899450016 0.078095000000000012 37.232443001650005 34.515670600900002 97.722764583650005 0.11458500000000002 -0.59614999999999996 -0.222165 0.09117500000000002 0.08759500000000002 39.198779702000003 0.075080000000000022 40.94178426300001 0.088755000000000014 -0.045684999999999996 76.871083323950003 -0.59496499999999986 105.93331571405001 -0.14008999999999996 74.757955233350017 100.35207663525001 101.11291028615001 101.19356403005001 102.32271644485002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 13 4 -3 6 -1 -8 9 10 -5 -12 -11 -2 15 17 -16 -10 21 -20 -21 -17 -18 -19 -24 -26 -27 -28 -29 -30
right_child=1 3 -4 8 -6 -7 7 -9 14 12 11 -13 -14 -15 16 18 22 23 19 20 -22 -23 24 -25 25 26 27 28 29 -31
leaf_value=0.0014733132329037982 -0.010547086745688059 -0.053084682221426843 -0.049975974135692769 0.044578806963515613 0.040490184671822999 0.019792794023091292 0.013662010937102358 -0.050779899192608627 0.003123370420666171 0.048065110958248711 -0.050671353846524471 0.039741800561106079 -0.052119568402339209 0.025911955736441145 0.015558565438908116 0.0054809269990285531 0.017066546490862616 -0.040019034890323713 0.025097986524003957 -0.070156918994465495 0.018392336752994308 0.047413595566854198 -0.041784415222203955 0.0072838219185986696 -0.055816261892116893 0.011859420952885358 -0.068633950893985968 0.035250201112451619 -0.060272983974934698 -0.0011908747270428985
leaf_weight=215.04095950932242 2.1716754809021954 1.0000793551444065 3.9465934894978991 0.97081213444471304 0.25099953892640758 4.3981832801364353 0.58278479095315505 1.7574941099155692 37.522173858640599 0.25482138124061782 1.0153499186271799 0.52132936098860216 1.9015961368786518 1.6786016694968564 6.8265113348170443 2.4019953683018667 3.1699166054604602 3.2448932330589733 3.4423663060879335 1.3083484022063205 1.4145966710057107 4.5812108621466905 2.9049259838066126 1.7892011261719742 1.3404366220347537 6.5763603840023261 1.1475878581404684 1.1159860640764234 1.5699626207351682 2.8333858034311561
leaf_count=2203 35 86 300 4 15 35 22 85 753 7 178 18 142 29 93 12 30 61 83 28 15 47 77 75 26 55 14 3 19 83
internal_value=0.000579753 -0.00142242 -0.0226557 0.000435538 -0.0343111 0.00145456 0.00108353 -0.0347323 0.000930346 -0.0159341 0.00500383 -0.019998 -0.0402809 0.00534793 0.00187583 0.00451257 -0.00346814 8.70318e-06 0.0190897 0.00334525 -0.0241547 0.0329901 -0.00975541 -0.0232068 -0.014617 -0.00920558 -0.00448782 -0.020613 -0.0106284 -0.0222559
internal_weight=318.681 96.9017 7.79687 89.1048 1.25108 221.779 217.381 2.34028 87.8538 4.66391 2.50749 1.53668 2.15642 3.85028 83.1899 55.7048 27.4851 42.5563 13.1485 6.16531 2.72295 6.98321 20.6586 5.03409 17.4886 14.5837 13.2433 6.66692 5.51933 4.40335
internal_count=4633 2288 364 1924 101 2345 2310 107 1823 349 200 196 149 64 1474 1074 400 889 185 126 43 59 307 136 277 200 174 119 105 102
is_linear=0
shrinkage=0.047041


Tree=558
num_leaves=31
num_cat=0
split_feature=1 0 0 4 3 4 0 3 3 3 2 4 3 2 2 0 3 2 2 2 2 4 4 2 1 1 0 0 0 3
split_gain=1.88468 3.08427 2.46414 2.44272 2.51439 1.71873 2.17311 1.55537 1.49028 6.21224 5.21181 2.77386 2.55727 4.1136 2.55764 2.33911 1.92429 1.85888 2.16898 4.02806 2.29173 3.67897 2.25934 2.1864 2.35967 3.35674 3.17497 1.88912 1.76173 2.78472
threshold=70.182199495350019 94.625660817400004 85.990333302400003 40.300545846000013 -0.20885999999999996 44.279556297950009 91.625341543800019 0.4149000000000001 0.08759500000000002 0.092895000000000019 -0.079789999999999986 41.489621506400006 0.10214000000000002 -0.072755 -0.11963999999999998 89.711159354950013 0.090235000000000024 -0.25105499999999997 -0.102645 -0.08158 -0.075639999999999999 36.242939472700009 42.670715716450012 -0.063379999999999992 64.953148431650007 67.923894665750012 86.345209775600011 89.576736448400013 86.780739992750014 0.10131500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 -2 -5 8 -7 -3 17 10 16 12 15 14 -14 -11 -10 -4 22 27 -21 -22 -19 -23 26 -26 -25 -20 -13 -30
right_child=1 7 5 4 -6 6 -8 -9 9 11 -12 28 13 -15 -16 -17 -18 18 19 20 21 23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-4.1737102921857896e-05 -0.0024517155756523857 3.7504260122056123e-05 -0.00063551309664896085 0.0013476904899064161 -0.0012952823774532618 0.0003527615765958004 -0.0017273714022400109 -0.0021181568946749565 -0.00050399248603758538 0.0017773311591903521 -0.001590418166757986 -0.00087990154674433122 0.00023069007600650548 0.00092676804016685597 -0.0018535446539834472 0.00054811725846048401 0.0007433678838532485 0.00065745671428198539 -0.0010033406573523749 0.0014532402592373316 0.0017373299063188569 -0.0012242620098066495 0.0018939464713896613 -0.00053953583548028788 -0.0016616302289781835 0.00062963959343342846 0.0015114564347301076 0.00047333124065493469 -0.00073124202015652587 0.0010236643693222593
leaf_weight=90.148162148776464 3.1885770291555655 127.74729818972992 4.380178488790988 1.944119783118367 3.7343339320505038 4.0586954597383729 3.1826835284009576 1.2000322812818911 9.1751291602850014 12.55259019136429 10.382384253665803 6.3643674887716797 4.6551300510764122 15.61000419408083 3.7969755157828331 9.784836355596779 8.4279145300388318 13.961699178442361 8.5858718082308751 10.973486989736552 6.3582499176263871 3.6085074245929745 8.4107673168182355 3.8532695695757893 4.0130029153078777 5.2318350002169609 8.8107710704207403 4.7960835546255103 5.3394037112593642 8.059570796787737
leaf_count=1148 56 2188 27 19 162 29 59 38 49 45 85 41 21 68 20 47 32 58 47 90 22 19 34 20 44 22 56 23 34 30
internal_value=0.00012334 -5.64906e-05 0.000213618 -0.00113166 -0.000390414 0.000338472 -0.000561485 1.74429e-05 0.000375264 0.000212969 -0.000531401 0.00052782 0.000779668 0.000353372 -0.00070562 0.00123888 9.32137e-05 0.000559394 0.00062598 0.000428508 0.000710397 0.000454666 0.00112231 0.000135061 0.000358949 -0.000364956 0.000887404 -0.000474102 -6.34568e-05 0.000324346
internal_weight=412.336 137.814 274.522 8.86703 5.67845 184.373 7.24138 128.947 177.132 94.1483 27.9854 66.1629 46.3995 24.0621 8.45211 22.3374 17.603 82.9837 78.6035 56.2311 42.8491 31.8756 22.3725 25.5174 21.9089 9.24484 12.664 13.382 19.7633 13.399
internal_count=4633 2463 2170 237 181 1022 88 2226 934 472 166 306 201 109 41 92 81 462 435 343 273 183 92 161 142 66 76 70 105 64
is_linear=0
shrinkage=0.00188464


Tree=559
num_leaves=31
num_cat=0
split_feature=0 2 2 3 3 4 2 2 2 4 0 1 4 2 4 4 3 3 3 0 4 1 2 2 1 1 3 2 1 4
split_gain=0.256258 0.881467 0.248002 0.767016 1.12943 0.414608 0.383824 1.67954 1.35754 1.70198 1.82811 1.48785 1.21738 1.47561 1.30946 1.15258 1.60638 1.38689 1.57453 1.10258 1.02568 0.763827 0.653347 0.820001 2.04319 2.23724 1.1821 1.07436 1.83004 0.923315
threshold=71.096275259750016 0.11061500000000003 0.63131000000000015 -0.17949499999999999 0.18642000000000006 41.444941515100005 0.075080000000000022 0.12419000000000002 0.15684000000000003 39.354247760400007 102.65877371115 65.765062787050013 39.788107623550012 0.22387500000000005 40.099856909850011 33.96174662340001 0.076835000000000028 0.09803000000000002 0.079605000000000023 88.350799540950007 37.995872310650007 81.210254746450019 0.059500000000000011 1.0000000180025095e-35 71.397382570300024 61.987779113750001 0.11148000000000002 0.048475000000000011 62.132955852800002 40.636252116050009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 -4 5 -5 22 20 -9 11 12 -10 -11 19 -15 16 -13 18 -17 -14 -8 -16 23 -2 25 26 -25 28 -27 -30
right_child=2 -3 3 4 -6 -7 7 8 9 10 -12 15 13 14 21 17 -18 -19 -20 -21 -22 -23 -24 24 -26 27 -28 -29 29 -31
leaf_value=-0.048082017404802641 0.001163134236441578 0.038732488983879071 0.042266761024131919 0.00062025358623501612 0.045814131896409781 -0.052291304741454915 0.0033616934848141773 0.026954531322752415 0.027902365471104324 -0.059565765754439705 0.027119846368393652 0.021816233494710832 -0.02283208932572367 0.0083785050271688762 -0.059155752826688474 0.0088013783954559808 -0.084622577084130249 0.022926152804251251 -0.059252574572256064 0.023380447173446881 -0.043472627211401764 -0.015933366803604732 0.012756503687062068 -0.068021699594420573 -0.050413109785987578 0.025971905238343997 -0.0024830279937294157 0.035472802828010998 -0.004423130823454466 -0.060629440414938243
leaf_weight=0.76540405061677919 259.70369870647119 0.34552429988980293 1.159765958786011 0.53022526709537376 0.60569780692458142 0.69860073598101735 1.3548585919488676 3.3483546135248643 4.8060790500603634 1.5261490698903788 1.7797493778343767 0.46487068559508748 1.8522374392487089 1.2074630390852688 2.6293680415255953 1.6512224981561305 0.76117039515520446 3.4198526658001356 1.1912216811033429 2.4289954528212547 3.1994384664867539 1.2176076527684925 9.3675778778560908 1.3425938443979233 2.1833768526776103 2.4173064050264657 0.96122439950704563 2.3458220921456814 1.3274802304804327 1.077986240852624
leaf_count=186 3510 2 11 25 19 20 16 54 38 26 37 25 25 20 47 31 29 23 21 18 111 18 54 46 142 13 4 12 12 38
internal_value=0.000549744 -0.0210807 0.000625654 0.0135482 -0.00460738 -0.0294605 0.000502254 -0.00411286 -1.86422e-05 -0.00364055 -0.0152643 0.00831147 -0.0222091 -0.0161023 -0.0326102 -0.00426214 -0.0442648 0.00356964 -0.0197189 0.003387 -0.0295399 -0.0454754 0.00104212 0.000637725 -0.011069 -0.00200019 -0.0406769 0.0104296 -0.00175154 -0.0296114
internal_weight=317.671 1.11093 316.56 2.99429 1.83452 1.22883 313.566 32.8386 28.2843 24.936 12.6416 12.2944 10.8618 9.33567 5.05444 7.48834 1.22604 6.2623 2.84244 4.28123 4.5543 3.84698 280.727 271.359 11.6558 9.47241 2.30382 7.16859 4.82277 2.40547
internal_count=4633 188 4445 75 64 45 4370 539 412 358 191 167 154 128 85 129 54 75 52 43 127 65 3831 3777 267 125 50 75 63 50
is_linear=0
shrinkage=0.045116


Tree=560
num_leaves=31
num_cat=0
split_feature=0 4 0 1 4 3 1 3 3 0 0 3 2 3 0 2 2 4 4 2 3 3 3 3 0 4 4 2 0 3
split_gain=1.77011 2.36404 3.05791 2.02172 1.67458 2.84579 2.75101 2.70214 2.25391 1.40392 2.91344 2.05913 2.48363 4.0552 5.40485 3.48189 3.11968 4.22592 3.22621 2.62348 2.60664 2.29201 2.1755 2.0713 2.23186 2.06879 2.46379 5.93941 1.71643 2.06609
threshold=98.230883170350012 44.461493122800007 75.381677519650012 75.180043159850015 47.927946529500012 -1.0000000180025095e-35 74.927328095600004 -0.15544999999999998 -0.25098999999999999 86.09518316945001 86.103248543850015 0.080110000000000028 -0.095074999999999993 0.092895000000000019 96.741477366050006 0.15684000000000003 -0.070854999999999987 42.654057868200006 42.498713093000006 -0.053874999999999999 0.092185000000000031 0.079220000000000027 0.12376500000000003 0.10052500000000002 89.474575039450016 37.892416320650007 43.182896969600009 -0.08158 87.345316200150009 0.087795000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 7 -3 8 -6 -4 -11 21 22 14 15 20 17 23 19 -18 25 -12 -13 -15 -25 -14 27 -27 29 -29
right_child=-2 3 9 -5 5 -7 -8 -9 -10 10 11 12 13 16 -16 -17 18 -19 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.0015070252774568055 -0.0001296517342266044 -0.0010532653451641909 5.1849303390451939e-05 -0.0023699910918494218 -0.00085982175189655704 0.0013809569091163632 0.0023219834984362225 -0.0022834460079855369 0.0013516715767085572 0.0021233363735084355 0.00047161729155851352 0.00066568588430217094 0.00073656599894303203 -4.3377989164465027e-05 0.0012407877406017084 -0.0026133807409778865 0.0018215580138476251 0.0013983324194691866 -0.00072351539299549822 0.00059537956519596148 -0.0023029768516823336 0.0015101789253661262 -0.00080538187278526299 -0.00084593484114458715 -0.0034066782365186647 -0.0022204279563200376 0.00054545512635804472 -9.0051136516085649e-05 0.00038924680026271931 -0.0020206666749143154
leaf_weight=3.7200670718448228 72.796442267441307 10.572981900884775 75.78485659416765 1.7603445962304238 3.7654713280498973 5.3468308513984075 1.0177817301591847 2.2526875026524058 3.346570928581059 3.549939513206481 45.641242226120085 51.281516825314611 6.045398522168397 4.3539307350292784 7.1540093868970862 3.0584844667464486 9.3223269153386301 3.7292600888758889 5.1866491222754112 23.927183629944924 2.7217160677537313 9.9510711506009084 4.1800786871463051 3.3206247836351395 2.1596012557856739 7.7766793230548457 6.7851713616400948 5.8631877824664205 9.7267234255559725 3.3481638431549072
leaf_count=348 1696 306 619 90 31 35 4 37 16 22 267 322 36 32 27 48 38 14 35 140 36 95 28 20 38 86 45 25 71 26
internal_value=0.000146843 0.000208462 0.0002596 -0.000335649 -0.000199496 0.000239654 -0.000756886 -0.000411978 0.000180796 0.000281887 0.000361462 0.000332443 0.000219452 4.14295e-05 -0.000343097 -0.000593091 0.000429505 -0.000378977 0.000714803 0.000939169 -0.000446901 0.000657521 0.000554813 -0.00105296 -0.00185505 -0.000319156 -0.000509672 -0.000777659 -0.000185204 -0.000791796
internal_weight=399.447 326.651 298.588 28.0627 26.3023 14.7116 11.5908 9.36473 7.11204 294.868 219.083 215.533 159.941 104.479 52.4795 45.3255 51.9996 13.5634 38.4362 33.2495 42.267 55.5923 55.4616 9.83416 5.48023 39.5453 33.4999 26.7148 18.9381 9.21135
internal_count=4633 2937 2418 519 429 119 310 84 47 2070 1451 1429 1067 717 400 373 317 104 213 178 325 362 350 90 58 289 253 208 122 51
is_linear=0
shrinkage=0.00196078


Tree=561
num_leaves=31
num_cat=0
split_feature=0 0 4 2 1 2 2 4 1 0 0 1 0 1 2 2 4 3 4 1 0 1 4 0 2 2 4 4 2 3
split_gain=2.37096 2.12339 2.10602 1.98608 1.97509 1.68149 1.55228 3.17003 3.82529 2.16798 3.60074 1.72303 2.74867 2.59302 2.38185 2.32126 3.31617 2.1549 2.08879 2.01501 3.27446 2.17117 3.21615 2.89723 4.92724 3.75266 3.85481 2.47414 2.07426 2.25023
threshold=93.972365491700018 85.990333302400003 38.238138001450004 -0.043559999999999995 68.327163385350005 -0.11692 0.075080000000000022 38.324118171300007 62.046925192600007 93.047535894850014 90.321439350550008 62.095317438950012 86.103248543850015 62.041548276350007 -0.088465000000000002 -0.071969999999999992 42.759119507950011 0.08919500000000001 42.720329370750001 62.132955852800002 87.028078140750011 64.630533455950015 41.835830569250014 93.308316333500017 -0.051199999999999996 -0.060989999999999996 39.476991512000005 43.157831852650006 -0.122095 0.10787500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -4 -2 11 -8 -9 10 -10 13 -13 15 -15 16 -3 18 -16 -14 -21 22 -22 24 28 26 -25 -24 29 -23
right_child=2 6 4 -5 -6 -7 7 8 9 -11 -12 12 19 14 17 -17 -18 -19 -20 20 21 23 27 25 -26 -27 -28 -29 -30 -31
leaf_value=-5.930797146230966e-06 -0.00045584176859571741 -0.00090968544131879642 -0.0026703754662967191 -1.8271446450612775e-05 5.9790104637738709e-05 -0.0021872932694062684 0.0010289968925711519 0.001530560927074113 -0.0025663107661957666 -0.0029413038167766178 0.00029598335432903089 0.0022657456595683682 0.001359442206133734 0.00062173679490737832 -0.0031308479805957313 0.0010882667669881829 0.00088216920382847106 2.4974426083126864e-06 -0.00059911372222692927 -0.0009930899913661367 0.0018594186018540829 -0.00095225889131775744 -0.00035041810507829797 -0.0018289286492953862 -0.0021227214415151362 0.0023353939397784151 0.00151841565027081 0.0014022155404788462 0.00070682388056435774 0.001467456782974972
leaf_weight=87.626782515726518 4.9952066349214874 9.8365746960043889 1.2656941637396801 9.7997573855682258 117.95202506540227 5.6474968913826178 7.3892620801925686 2.8737460300326338 3.2674017250537855 2.7890409827232352 5.7013101591728628 4.7405606731772414 13.22525931149721 5.3052715435624114 3.4055244512855989 16.431762736290697 9.6888334788382036 4.3975973464548588 2.8115342259407043 6.857192985713481 12.811118446290495 8.9492199672385997 9.0156731382012349 2.9600830804556608 4.6047637334559175 6.5475543439388257 3.6071671844692901 6.5880426391959181 19.959215559065342 2.2787638399749985
leaf_count=1155 217 58 21 190 1841 167 33 13 46 34 58 26 89 18 27 80 44 21 19 38 73 91 44 22 35 23 24 26 89 11
internal_value=0.000149278 0.000270584 -7.97387e-05 -0.000724414 3.08049e-05 -0.00137463 0.000408222 -0.000131654 -0.000717811 -0.00126734 -0.000746782 0.000485409 0.00064927 0.000162769 -0.000567662 0.000486166 -2.05373e-05 -0.00116213 -0.00198592 0.000570598 0.000446663 0.000574346 0.00105226 0.000296678 -2.36077e-05 0.00117078 9.65371e-06 0.000389561 0.000286325 -0.000461168
internal_weight=403.329 263.669 139.66 20.4425 119.218 10.6427 176.042 22.0208 14.6315 11.7578 8.96871 154.022 102.145 51.8771 15.9199 35.9572 19.5254 10.6147 6.21706 97.4041 84.1788 77.3216 28.4148 48.9068 35.792 13.1148 6.56725 15.6037 31.1872 11.228
internal_count=4633 2197 2436 574 1862 384 1042 184 151 138 104 858 591 267 85 182 102 67 46 565 476 438 143 295 226 69 46 70 191 102
is_linear=0
shrinkage=0.00217391


Tree=562
num_leaves=31
num_cat=0
split_feature=1 0 3 3 0 3 4 3 2 4 3 3 2 2 0 4 0 4 1 2 1 2 2 4 2 2 3 4 4 3
split_gain=0.266723 1.5308 2.48203 0.636573 0.724716 0.603882 0.750408 1.1643 1.07728 1.42303 0.634334 1.3986 0.640678 0.557418 1.09148 1.49478 2.23473 1.46472 1.01571 1.07708 1.61767 0.930743 1.16852 3.51671 1.05338 1.39225 2.19117 0.939719 0.692246 1.00898
threshold=71.053259929650025 95.550490414250007 -0.089139999999999997 -0.25843999999999995 118.55293817840001 -0.25420999999999999 37.232443001650005 0.094235000000000027 -0.11692 33.361153777850006 -0.22831499999999999 -0.21029499999999998 -0.14174999999999999 -0.096559999999999993 110.98492854115001 47.927946529500012 102.21786657775002 42.876019054300009 78.27445846800002 -0.14510999999999999 75.629015667650023 -0.087660000000000002 -0.079369999999999996 42.283941020600004 -0.07490999999999999 -0.054875 0.094385000000000011 43.384297312450009 49.064150740050003 0.079205000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -9 -10 12 -12 -8 14 15 16 17 18 19 20 -13 27 23 -23 -24 26 -26 -15 -17 -30
right_child=1 3 -4 5 -6 6 10 8 9 -11 11 13 -14 21 -16 28 -18 -19 -20 -21 -22 22 24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0016198993910333619 0.0046738444619508117 -0.055915694849973732 -0.052775547320321532 0.040063037188946542 0.040872240961469526 -0.055140543405230717 0.0076648617444742759 0.043325466128387773 0.050408203792829419 -0.053809416457270144 0.04199286631399847 -0.00069713816646591997 -0.048664950514749179 0.0070620310460143363 -0.054977411641694299 0.044475465681004703 -0.055427998864074388 -0.045715014135750014 0.025948753525846892 0.009676548840691454 -0.063659581573570323 -0.067531249758683048 0.027756743936611945 0.013177681336905804 -0.068658773754535912 0.0044213538513172435 0.01064843199736721 0.04190347702028676 -0.022522722334320667 0.032976577969533835
leaf_weight=222.93319293891545 3.8721135088708252 0.94158259837422409 3.6439308473782139 0.96750988453277287 0.24294315031147562 1.5223825648645277 0.84927682398119975 0.91904218301351681 0.45546123979147513 1.1601165043466606 2.1374608385376623 2.766619330272083 1.2398659050813865 5.7076397389173419 1.0587995873211173 1.8992908736690868 2.3491029249416888 1.7649693635758001 3.4693093039095393 5.25169541314244 1.6122458656318484 2.3147618248476567 4.1547319935052576 3.2257441383553669 1.7326338399143275 32.154697052232265 1.7460092389956114 2.9215363793773577 1.5599925115238877 1.7185375676490364
leaf_count=2345 64 86 300 11 15 217 12 36 32 59 22 32 35 44 167 16 127 77 27 27 36 69 27 35 50 489 20 23 113 20
internal_value=0.00067397 -0.00153743 -0.0231788 0.000314232 -0.0360647 0.000811487 0.000368315 -0.0206047 0.000138767 -0.0244285 0.00141061 0.00212435 -0.0257658 0.00102347 -0.00540775 -0.00306384 -0.0101437 -0.00298736 0.00276941 -0.00558071 -0.0238792 0.00381854 0.000955467 -0.0205416 0.00394894 0.00117303 -0.0288527 0.0188581 0.0204735 0.00656886
internal_weight=318.293 95.36 7.51604 87.844 1.18453 86.6594 85.6919 4.057 2.53462 1.61558 81.6349 79.5458 2.08914 77.4083 23.4506 22.3918 17.2139 14.8648 13.0999 9.63056 4.37887 53.9578 45.3286 5.54051 39.7881 35.6333 3.47864 8.62918 5.17782 3.27853
internal_count=4633 2288 364 1924 101 1823 1812 344 127 91 1468 1421 47 1399 642 475 326 199 122 95 68 757 690 104 586 559 70 67 149 133
is_linear=0
shrinkage=0.0499628


Tree=563
num_leaves=31
num_cat=0
split_feature=1 1 0 0 4 4 0 3 3 4 1 1 3 3 2 0 0 4 2 2 0 3 3 4 4 2 2 3 3 1
split_gain=1.82985 2.98038 2.94984 1.42691 1.46727 4.81544 2.21905 1.58471 1.54607 2.14574 3.45421 1.89712 1.41185 1.47461 1.3841 1.34917 1.66003 3.29185 1.97842 1.78954 1.68795 1.33109 1.39326 2.06149 2.18759 1.32698 2.06174 2.66247 2.19112 3.14208
threshold=70.348883899450016 70.74946416085001 85.990333302400003 85.931187223550012 42.759119507950011 43.477771593600004 85.121961326250016 0.096480000000000024 0.099855000000000027 42.123054668150012 58.309968391300011 55.976386734050003 0.4149000000000001 0.18642000000000006 -0.074029999999999999 85.307464937250003 85.662341410450011 42.477827694800006 -0.07490999999999999 -0.086139999999999994 85.769879735700016 0.083555000000000032 0.082325000000000023 48.109449608500007 43.521589032450009 0.22387500000000005 -0.051199999999999996 -0.222165 -0.21029499999999998 71.658163008950012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -6 8 21 9 10 11 -1 13 25 -5 -8 17 18 -17 -18 -21 22 23 24 -7 26 28 -28 29 -3
right_child=1 12 -4 14 5 7 15 -9 -10 -11 -12 -13 -14 -15 -16 16 19 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0020416108132139277 -0.0021437892009601093 -0.0025670889056140494 0.00039167197450522441 -0.002428726991672753 -0.0019398348780888476 0.001953487159590405 0.001516529154101068 0.0017161604771514011 0.00045008258560005622 0.0012278539470579324 -0.0020297255078424109 0.00073606330795303375 -0.0022066841940000491 0.0013736778700918087 -0.00020380724577445327 -0.0025177025259627873 0.001138425056264068 0.0016898838858329177 0.00011632046157508013 0.00085103912204419663 -0.00047583701305392969 -0.0015057974906596361 0.0012854951495495908 0.0002938056975210611 -0.0019287294093801451 -0.00072217225081993631 -0.0016131964943888011 0.00056426677539027565 -0.00025289280895547249 0.0010511327273298235
leaf_weight=1.2185278753750042 2.5234599278774104 1.0209386311471451 180.5168361752294 1.840543784201145 5.8344717975705889 0.66089161345736158 4.2510827407240859 2.0242199301719657 6.5358488140627733 1.886510323267429 6.1785628594225273 4.2168017241638154 1.0979119608236931 3.0492464611888854 2.5844008214771739 2.6965422611683603 11.536886610090731 1.7943019550293682 1.8474334944039577 6.6042145937681225 8.3419421724975091 2.305650880560278 3.0437219813466063 10.527998417615889 3.5858721588738263 9.2282682967488636 2.3004483872791743 35.099000094807707 69.887544522862299 9.5952009399188665
leaf_count=81 91 13 1055 30 138 7 22 10 47 36 231 58 39 36 14 46 41 12 12 27 44 77 19 75 121 196 57 446 1398 154
internal_value=0.000154447 -3.30576e-05 0.000247356 -4.36672e-05 1.27859e-05 -0.000355044 0.00019302 6.24328e-05 -0.000332731 -0.000711709 -0.00102676 0.000113346 7.51528e-06 2.61893e-05 -0.00112926 0.000477168 0.000342548 -0.000558832 -0.00144679 0.000558279 0.000110466 -0.00010391 7.74893e-05 -0.00017137 -0.00132457 -6.13022e-06 4.99143e-05 0.000430331 -0.000126815 0.000703174
internal_weight=403.835 133.802 270.033 89.5164 85.0915 27.9828 57.1087 22.1484 20.0363 13.5004 11.6139 5.43533 131.279 130.181 4.42494 37.0724 32.8213 6.33828 4.54398 26.483 14.9462 20.1241 17.8185 14.7748 4.24676 127.131 117.903 37.3994 80.5037 10.6161
internal_count=4633 2430 2203 1148 1104 447 657 309 453 406 370 139 2339 2300 44 204 182 70 58 112 71 299 222 203 128 2264 2068 503 1565 167
is_linear=0
shrinkage=0.00196078


Tree=564
num_leaves=31
num_cat=0
split_feature=4 4 3 4 1 4 0 4 4 0 2 3 3 2 4 4 2 2 1 2 2 4 2 2 2 2 2 3 2 3
split_gain=0.282494 1.36176 1.06761 1.00414 1.09111 0.815216 2.08356 1.21112 1.19733 1.75291 0.683803 0.851462 0.997706 1.90596 0.907284 3.37866 2.44946 1.63785 1.71233 1.12455 2.79435 1.27409 0.944632 0.847342 0.816106 1.26666 0.801206 0.705804 1.38926 0.701413
threshold=42.783136484500005 42.982930821650008 0.092895000000000019 42.876019054300009 62.165217350350012 42.684965421050009 86.866770652900016 42.720329370750001 42.620627117000005 89.057864029250013 -0.020814999999999997 0.096915000000000015 0.090850000000000028 -0.24150999999999997 43.663128814500006 43.968221017800005 -0.095854999999999996 -0.084729999999999986 62.186725015400008 -0.088880000000000001 -0.156745 44.279556297950009 -0.084259999999999988 -0.23557500000000001 -0.082404999999999992 -0.081844999999999987 -0.011849999999999999 0.081235000000000016 0.09450500000000002 0.12001500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -5 8 7 -7 -1 -10 11 12 13 -3 16 24 -15 18 -18 20 21 -17 -21 -23 -16 -26 -12 -28 -29 -13
right_child=1 10 -4 4 -6 6 -8 -9 9 -11 26 29 -14 14 15 19 17 -19 -20 22 -22 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=0.0011545092412945086 -0.06403130862435974 -0.044633215719037021 -0.00020336694480758725 -0.050860309938187839 0.0039005597609311411 0.040296448662381454 -0.020913749025625837 0.0024696364265039072 -0.051651557936992103 0.0065666725635032588 -0.050692675309451901 -0.027257487422808709 0.021229151811653045 0.034866327691213124 -0.049594449266865133 0.04382098920401277 -0.045409904458523352 0.012610518001094717 0.0067957838480000293 0.033937002200625434 -0.028948888441130246 -0.019396607791242956 0.0034125276308643328 0.0068545946711401065 0.049124987614474078 -0.045738473596912015 0.0034495088745879264 0.0022573769583584405 -0.047302622170140779 0.0058571054706384688
leaf_weight=228.69869989072322 1.2339989310858066 1.4651011650566861 2.7568906723463442 1.046040981425904 1.464567218266893 3.8005133122205716 2.1297791859251447 2.2657832347322255 1.7673904923722141 1.7031813366338608 0.75184877775609393 2.9499212693335712 4.6420661213342092 4.9143705889582625 2.7115860031917696 1.4038476869463909 2.1601345632225266 6.7234693216160002 2.0570467207580805 3.2848735274747014 4.7171263190102755 2.3879069474060097 3.5246304967440762 15.113826578250155 0.40771472454071045 0.56066367495804925 5.0188008323602826 2.1236237258999613 1.7143269866646731 1.6857188362919258
leaf_count=2873 20 192 27 22 23 60 27 21 28 26 12 51 48 43 104 9 23 49 23 15 261 52 44 228 1 67 138 43 89 14
internal_value=0.000549412 -0.00161242 -0.0195439 -0.033783 -0.0189155 0.00124033 0.0139336 0.026168 0.000792226 -0.023081 4.54846e-05 0.00165208 0.00304652 0.00140543 0.00275534 -0.00100678 0.0108496 6.16208e-05 -0.0199451 0.00347497 -0.000751637 0.00628385 0.0181374 0.00327292 -0.0380695 -0.00579827 -0.0101054 -0.00666 -0.01988 -0.0152156
internal_weight=317.185 76.8201 6.5015 3.74461 2.51061 240.365 8.19608 6.0663 232.169 3.47057 70.3186 60.71 56.0744 51.4323 49.9672 34.1122 15.855 10.9407 4.21718 30.4322 23.6227 18.9056 6.8095 17.5017 3.67996 0.968378 9.6086 8.85675 3.83795 4.63564
internal_count=4633 1598 92 65 45 3035 108 81 2927 54 1506 1224 1159 1111 919 781 138 95 46 609 550 289 59 280 172 68 282 270 132 65
is_linear=0
shrinkage=0.040952


Tree=565
num_leaves=31
num_cat=0
split_feature=0 0 2 2 4 2 1 2 2 2 4 1 1 0 4 4 0 4 2 1 0 2 0 3 3 3 4 4 4 0
split_gain=1.65644 2.11786 1.79564 4.05472 2.23287 2.09413 2.07061 2.67375 1.8235 3.04502 2.32489 2.15081 2.31033 1.41416 1.5206 4.96916 1.84461 1.78718 1.98022 4.26588 1.85992 3.26159 1.67742 1.61431 1.51109 1.40359 2.37056 1.48604 1.37064 1.43056
threshold=93.972365491700018 85.990333302400003 -0.057599999999999998 -0.068964999999999985 38.238138001450004 -0.11692 81.339300736700025 -0.043559999999999995 0.70681500000000008 0.22387500000000005 42.081757894750005 80.538140213850014 75.180043159850015 85.931187223550012 42.759119507950011 43.477771593600004 85.121961326250016 39.476991512000005 -0.06828999999999999 61.987779113750001 85.705356740550016 -0.089569999999999997 85.799452775150016 0.096480000000000024 0.083555000000000032 0.099855000000000027 40.767054867700004 37.572218886150004 44.279556297950009 91.625341543800019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 3 4 5 -2 8 -8 9 10 -4 12 -12 14 16 -16 25 -18 20 -20 21 -19 -22 24 -17 26 -1 -27 -3 -30
right_child=2 28 6 -5 -6 -7 7 -9 -10 -11 11 -13 -14 -15 15 23 17 18 19 -21 22 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0012718805095589378 -0.00030905041483258598 0.00037056388412336834 0.00074837569298873022 -0.0025820786755809252 -3.2345225060507797e-05 -0.0022007060986831504 0.0017713137031632154 -0.00090101030215099243 0.0018475390946955889 -0.0011645518833990833 -0.00010505467503134129 0.0012184106893799471 -0.0023868314544454958 -0.0010642866580227377 -0.001870139816111276 0.00010481659196493433 0.0014566262326942559 -0.0017588112427983158 -0.0021069408405234493 0.00049783859233869026 0.0016386806645580262 0.00071566691139374953 0.00029047887169053518 0.0016428507080057716 -0.0015375545642708772 0.0014876766300655204 0.00030838079685324406 -0.00028697846486087171 7.9128859104269368e-06 -0.0021554815180958799
leaf_weight=7.8262144529726374 5.3911976797971874 163.96990884374827 28.226908640936017 2.4880515744443974 73.258693970914464 3.3829913260706217 1.5526467622257758 9.2675138589984254 2.8940760567784301 4.4989627045579246 4.9108445458114129 2.4099775329232216 2.3210416501387954 4.3665668610483399 5.8532660003984374 17.376895610243089 5.4480333738028994 2.7807948831468829 3.4400574229657668 6.3654916230589151 7.4494043663144094 5.9195184335112581 5.8535293713212013 2.1337373778223983 2.2470980165526262 2.8678921386599532 5.9238719097338617 4.0324620483443141 3.9032837431877843 1.5039814491756258
leaf_count=292 217 937 171 65 1247 130 12 404 29 59 60 8 34 44 138 222 24 48 26 36 21 26 25 10 77 18 116 32 56 49
internal_value=0.000126362 0.00021569 -3.83524e-05 -0.000211841 -0.000139952 -0.0010384 0.000223112 -0.000517543 0.000400171 0.000301304 0.000475453 -0.000323537 -0.000837381 -1.81355e-05 3.5281e-05 -0.000328661 0.000208814 0.000459238 0.000288411 -0.00041599 0.000602322 -7.5226e-05 0.00104545 8.60275e-05 -8.32475e-05 -0.000242994 -0.000591065 0.000450595 0.000339777 -0.000593816
internal_weight=399.865 259.262 140.603 84.5209 82.0329 8.77419 56.082 10.8202 45.2618 42.3677 37.8688 9.64186 7.23189 89.8848 85.5183 27.611 57.9073 37.2568 31.8088 9.80555 22.0032 8.70031 13.3029 21.7577 19.624 20.6504 13.7501 6.90035 169.377 5.40727
internal_count=4633 2197 2436 1659 1594 347 777 416 361 332 273 102 94 1155 1111 447 664 206 182 62 120 74 46 309 299 458 408 50 1042 105
is_linear=0
shrinkage=0.00188464


Tree=566
num_leaves=31
num_cat=0
split_feature=0 4 1 0 1 3 3 1 3 0 0 1 4 3 2 2 2 1 1 1 3 1 3 0 3 3 2 0 2 4
split_gain=2.17955 1.73045 2.23277 1.8935 1.624 2.48724 1.75691 2.6849 2.32388 1.62901 2.6292 1.49609 2.31359 2.59141 1.6258 1.68005 1.41228 1.38137 1.77574 1.91234 2.24577 1.57038 2.31331 1.66795 1.73313 3.83951 3.37688 2.14002 2.10757 2.07939
threshold=98.230883170350012 44.461493122800007 75.180043159850015 75.381677519650012 78.196493182200015 0.087700000000000014 0.089705000000000021 72.62331947780001 0.12140000000000002 99.524031531050014 100.35207663525001 74.927328095600004 47.927946529500012 -1.0000000180025095e-35 -0.61402999999999996 -0.098419999999999994 -0.61402999999999996 75.28220456885002 75.629015667650023 76.279622535200005 0.083905000000000021 70.182199495350019 0.10787500000000003 86.09518316945001 0.08759500000000002 0.092895000000000019 -0.079789999999999986 87.525442894850016 -0.22386500000000001 41.489621506400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 11 -1 5 -2 -7 -8 -9 -6 -11 12 14 -14 -3 -16 -12 21 -19 -20 -21 23 -23 -5 28 26 -26 -28 -25 -27
right_child=4 2 -4 17 9 6 7 8 -10 10 16 -13 13 -15 15 -17 -18 18 19 20 -22 22 -24 24 25 29 27 -29 -30 -31
leaf_value=-0.0013498605563211164 -0.0021444382804191786 0.0018327414403477163 -0.0023546046352457203 4.9786622787566303e-05 -0.0022457670611034384 0.0011718967221093809 0.0013347377046445548 -0.0019621926461245846 0.00025054529552631438 0.0013291043426036564 -0.0022820716512902029 0.0019719636248266528 -0.00033857644665378415 0.0013629114955260944 -0.0018396461545392183 -0.00013956746012679918 -4.9557091111090745e-05 0.0014863367930656182 -0.0013868415471582996 -0.00075038307851462772 0.0015152429639525803 -2.2267195394262756e-05 -0.002246801780182682 -0.00042333429460349604 0.00014339843832951761 0.00071143500742539912 -0.0022489912751916682 -0.0004465608485506387 0.0007092819834857093 -6.3784263805828566e-05
leaf_weight=2.7043206495582117 3.4604933470254755 0.72138988971710638 1.7533347912831221 72.580948631512001 1.1826839435379941 2.4084445033222428 1.9748849458992461 4.9454677077010274 2.7144503444433212 5.2609344189986578 1.0670367066923052 1.2108198203495693 9.2029495346359891 5.1573573090136042 5.4145380195695951 3.5558830191148436 53.754829092271393 7.6160608772188452 2.0849817469716054 2.5093814241699874 4.5349784912541509 36.721087055513635 1.8112439694814373 6.6445581279695025 15.284533102065327 41.881864037364721 4.6381423845887166 5.1142018251121044 69.713281473144889 18.384306106716394
leaf_count=348 125 4 90 612 14 14 9 77 32 25 46 5 84 34 243 59 1354 45 17 32 30 386 41 43 74 199 41 42 406 102
internal_value=0.000137662 0.000207569 -0.000257719 0.000250585 -0.000153043 -0.000708621 -0.000296055 -0.000663004 -0.00117806 -1.24489e-05 3.15122e-05 -0.000112188 -0.000217107 0.000272496 -0.000942548 -0.00116573 -9.30101e-05 0.000265534 0.00080124 0.000229705 0.000708169 0.000232648 -0.000126833 0.000291782 0.00040043 0.00021219 -0.000420307 -0.00130378 0.000610723 0.000474953
internal_weight=396.009 319.24 27.0163 292.224 76.7692 15.5037 12.0432 9.6348 7.65992 61.2655 60.0828 25.2629 24.0521 14.3603 9.69181 8.97042 54.8219 289.52 16.7454 9.12934 7.04436 272.774 38.5323 234.242 161.661 85.303 25.0369 9.75234 76.3578 60.2662
internal_count=4633 2937 519 2418 1696 257 132 118 109 1439 1425 429 424 118 306 302 1400 2070 124 79 62 1946 427 1519 907 458 157 83 449 301
is_linear=0
shrinkage=0.00192157


Tree=567
num_leaves=31
num_cat=0
split_feature=1 2 3 1 1 3 1 4 2 1 2 0 1 2 4 2 2 4 1 0 4 3 2 1 2 2 2 4 2 2
split_gain=0.295868 0.436458 0.467556 0.340685 0.380253 0.801177 0.688674 0.726844 0.932019 0.458958 1.65845 1.98871 1.27426 1.3227 1.40525 1.06737 0.822801 0.692337 0.622828 1.13352 2.40691 2.61237 1.90317 1.24241 1.16461 0.864357 0.538582 1.01346 0.485504 2.65825
threshold=89.89935142405001 -0.088880000000000001 0.078770000000000021 89.541786492700012 87.313054702550019 -0.083149999999999988 86.751166953300014 49.292797572200008 -0.23265499999999997 81.573196594050017 -0.085550000000000001 106.56510337475001 82.299080289250014 -0.61402999999999996 42.686561923500008 -0.088465000000000002 0.70681500000000008 44.749265482150008 80.538140213850014 100.01333091085002 42.320906304050006 0.091705000000000023 -0.081844999999999987 78.473404369650012 0.10610000000000001 0.11873000000000002 -0.043559999999999995 42.546237522150008 -0.58319500000000002 -0.51760499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 7 9 -9 16 12 -12 -11 -14 -15 -16 18 -13 19 28 21 22 23 -21 -23 26 27 -20 -1 -30
right_child=1 2 -4 -5 5 -7 -8 8 -10 10 11 17 13 14 15 -17 -18 -19 25 20 -22 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.011463362015458108 -0.047663929988443744 0.010340017065287178 -0.046511391177838021 0.021456554764175045 0.011206788388331258 -0.04853158646064145 0.02799264425940742 -0.002824446837411666 -0.049893919932769724 -0.052963395027097598 -0.054892181193926678 -0.028006534358018045 -0.052606601913167426 0.038026603910840923 -0.048065351873174338 0.049179997986207882 0.029832773452601574 0.025734858394954922 -0.016646807152792154 0.013576238880273374 -0.048562001601225521 -0.04944237147124985 0.037796482032180709 -0.049882448834391656 0.0078481933314976139 -0.0099636536636207914 0.029320681280665842 0.026822279328993531 -0.052113562081820948 0.0012581655275865464
leaf_weight=9.5168011661153269 0.65521259816523558 1.2875821736088244 0.40562558406236338 1.6914069229387667 0.9216044171480462 0.99607523168378864 1.9737186937127251 2.6137150768190627 1.3656558202928852 0.65120754134841252 2.6984807997941953 0.84048219613032449 0.54450325807556499 3.520682110771304 0.84094888088293374 0.33715420961379983 2.1284568780101827 1.3044219240546224 2.0981047730892888 1.5516852152941276 3.0577426226809612 2.6026846277527516 3.665285891853272 1.1420031915768047 1.0666430192068217 3.0942169479094437 4.6473460439592591 2.5138918906450272 2.0054159421997602 255.72795258351834
leaf_count=90 293 82 237 29 18 91 31 34 142 21 93 49 17 89 68 2 38 9 38 24 80 55 37 32 14 36 19 17 134 2714
internal_value=0.000666638 -0.0156627 -0.00327933 0.000788333 0.000676797 -0.0198223 0.000802991 0.00062962 -0.0189779 0.000884976 -0.00849233 -0.0285122 0.00795754 0.0155238 0.0234189 -0.0202353 0.00122652 0.00467626 0.00101849 0.000571337 -0.012698 -0.00176267 0.0161402 -0.0133274 -0.0327885 0.0111656 0.0182264 0.00704718 0.00122108 0.000842882
internal_weight=317.467 2.34842 1.69321 315.118 313.427 1.91768 311.509 309.535 3.97937 305.556 10.7379 4.84338 5.8945 5.24329 4.69879 1.1781 294.818 2.1449 292.69 280.336 13.086 10.0283 6.35897 2.69369 3.66933 12.3536 9.25934 4.612 267.25 257.733
internal_count=4633 612 319 4021 3992 109 3883 3852 176 3676 348 151 197 176 159 70 3328 58 3290 3180 242 162 93 56 69 110 74 55 2938 2848
is_linear=0
shrinkage=0.0461763


Tree=568
num_leaves=31
num_cat=0
split_feature=0 4 2 2 0 0 0 3 0 3 1 3 3 2 1 0 3 3 0 3 3 3 2 2 2 0 2 4 2 0
split_gain=1.15039 1.42448 2.14277 3.06778 2.38703 2.70767 2.07826 1.91165 1.75505 2.35725 4.86192 1.81213 2.67401 1.90777 1.68586 2.66993 2.5022 2.29604 1.95069 1.8284 3.27715 1.60205 1.59332 4.11473 3.60832 5.21519 2.7584 3.71412 4.11716 4.0552
threshold=98.230883170350012 42.154118731400011 -0.075639999999999999 -0.078549999999999995 86.780739992750014 85.683849075550015 75.381677519650012 0.076835000000000028 97.491557184450016 0.096915000000000015 61.982402197500001 0.090465000000000031 0.087700000000000014 -0.24150999999999997 62.425997789000007 86.866770652900016 0.07771500000000002 -0.144095 96.082805124100005 -0.25098999999999999 -0.51222499999999993 0.10214000000000002 -0.064729999999999996 -0.053874999999999999 -0.043559999999999995 94.165934477050016 -0.086139999999999994 41.542492784600007 -0.08158 86.264556031700025
decision_type=2 2 2 2 2 2 2 2 2 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 8 5 21 -1 -6 9 11 -11 12 13 -3 15 16 17 19 -16 20 -15 -4 26 -24 25 -25 -8 28 -28 -29
right_child=-2 2 4 -5 7 -7 22 -9 -10 10 -12 -13 -14 14 18 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 29 -30 -31
leaf_value=-0.001247798952530646 -0.00010680792394019408 -0.0020357059797266059 -0.0013249705890286537 0.0015113960284704659 -0.00177872472159855 -0.0024818628696631202 0.00030525004954915549 0.00012496170850838809 0.001675357737652655 0.0010382774857523543 -0.0024072422053683907 0.00082163160320239371 -0.0013262284444845072 0.00081132976621265253 0.00079442606951717878 -0.0016257977607942896 0.00056829741481719811 -0.0018678844452992636 -0.0012074158560751575 0.00093551655035980542 -0.0024817233551302962 0.0010002282733802415 0.0013513800465993087 -0.0025223618550958803 0.00041724032183461076 0.0006182102870106776 -0.0026505120401271133 0.0018448869420668035 -0.00041214425517273123 -0.00062673722865800587
leaf_weight=3.2409803837072095 69.122299485563417 1.4592405824223451 2.3923523966223019 5.3675543852150431 2.1273587953764972 3.8466682750731707 87.167069968068972 15.707202705554662 2.252241851296275 2.3186997566372147 3.9035606235265732 10.179710990749298 5.2276423498988143 2.1023696437478065 17.101904390961867 3.6878877580165854 15.834975892677901 3.4699348346330323 1.9234241927042592 3.7154283933341521 2.1931043583899736 1.879210499115288 15.328659765422342 3.7728487998247138 68.134260030463338 3.7395766228437424 3.4231658196076742 4.9164310395717603 19.80682254827116 4.5305218510329723
leaf_count=250 1696 154 124 68 36 48 595 138 10 13 52 62 74 12 246 28 91 70 17 16 32 17 69 26 450 14 38 27 127 33
internal_value=0.000113721 0.000161246 -1.66554e-05 0.000134773 -0.000487741 -0.0013349 0.000249914 -0.000102116 3.67357e-05 -1.37386e-05 -0.00112328 8.94651e-05 -4.19485e-05 8.84454e-05 0.000150402 -0.000120609 8.26049e-05 -0.000587288 0.000592044 -3.25954e-05 -0.000869977 -0.000302034 0.000272938 0.000460988 0.000280564 -0.000959031 0.000130187 -0.0003368 -0.00074199 0.000659558
internal_weight=389.873 320.751 106.69 80.7377 25.9528 8.11823 214.06 17.8346 75.3701 73.1179 6.22226 66.8956 56.7159 51.4883 50.029 31.0037 27.3158 11.4808 19.0253 8.0109 4.29547 4.27156 210.819 90.9753 75.6467 7.51243 119.844 32.6769 23.23 9.44695
internal_count=4633 2937 1308 945 363 189 1629 174 877 867 65 802 740 666 512 249 221 130 263 60 44 141 1379 559 490 40 820 225 165 60
is_linear=0
shrinkage=0.00188464


Tree=569
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 4 4 0 1 2 2 2 0 0 4 2 2 3 0 2 1 1 4 2 4 4 4 3 3 3
split_gain=1.54689 2.66786 2.12315 2.01096 1.88981 2.53165 5.87321 2.26578 2.23057 2.08969 2.47188 2.01656 2.11086 2.23343 1.95964 2.36209 1.6555 1.81078 1.5748 1.5678 1.50002 1.86696 1.73195 1.85439 1.53651 5.60822 2.37695 1.77865 1.58093 2.13164
threshold=91.109157582800023 90.321439350550008 67.606656606400023 66.439865777750015 42.154118731400011 42.684965421050009 42.720329370750001 85.121961326250016 61.076391807500009 -0.077085000000000001 -0.02903 -0.022394999999999998 87.525442894850016 85.562868459650019 42.027798546600003 -0.016014999999999998 -0.054875 0.10336500000000003 85.307464937250003 -0.13734499999999997 61.987779113750001 62.00390986255001 41.489621506400006 -0.10040499999999999 40.250747516500006 38.621016321050007 37.041406607950009 0.093185000000000032 0.092015000000000027 0.08729000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 7 11 -7 8 16 -8 -11 12 13 -6 15 -10 17 19 -9 -1 22 -22 23 -20 25 26 27 -23 29 -26
right_child=2 -3 -4 -5 5 6 9 18 14 10 -12 -13 -14 -15 -16 -17 -18 -19 20 -21 21 24 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.00090463610550181302 -8.5134823162783652e-05 0.0011415845907772626 5.4085763564474562e-05 -0.0019082326179452583 0.00057270198964335663 0.0019887693737625396 9.2000695270520234e-05 0.0016778561157263468 -0.0020962917802847163 -0.0030445613509590304 -0.00041739851967455776 -0.0025245606426112367 0.0005275794171570149 -0.0016921365662657026 0.0019132587897738283 0.0014034822080536823 -0.00094669132840427995 0.0021651453696039618 -0.00091274348582600934 0.0012136674872793975 0.0013731931791580462 -0.0006390276593182581 -0.0009615177285798958 0.00052091408163844669 0.0006304953441172744 -0.00095348507656684749 0.0017476565938593846 0.00091554647283728977 0.0010787188779528974 -0.00071528482461399282
leaf_weight=2.8482052388135353 5.1693412493914348 12.19943978008814 155.96036339689454 4.2293798271566629 2.3020029785111529 5.9032666683197013 44.646371233684476 3.7960383817553511 5.0540362956235185 1.7642106106504796 6.2725624724989739 2.1353127076290539 5.0589261054992667 6.1363240778446198 0.68799782916903485 0.86891276575624843 3.2699523831252018 2.3234058991074562 4.2872585449367824 2.5423459429293871 8.9092782959341985 4.9527316298335844 5.7183075733482829 18.168467558920383 21.112191060092304 12.075235884636639 6.2826299518346778 6.600789338350296 19.204784035682678 5.7595521733164778
leaf_count=127 42 70 2593 60 22 60 451 19 170 29 140 50 23 60 4 16 81 14 36 15 39 30 36 75 128 73 26 32 79 33
internal_value=0.000142959 0.000250325 -4.56559e-07 -0.00090552 0.000198222 -5.29319e-05 0.000134132 0.000336852 -0.000319131 -7.36841e-05 -0.000994106 -0.000753995 -0.000473885 -0.00107428 -0.00121903 -0.00158287 0.000222494 0.000718112 0.000435613 9.44195e-05 0.000393908 0.000524009 1.87368e-06 0.000247199 0.000424445 7.83889e-05 0.000776977 0.000249136 0.000649094 0.000342048
internal_weight=386.24 220.881 165.359 9.39872 208.681 74.219 58.5864 134.462 17.5949 52.6831 8.03677 15.6326 13.4973 8.43833 6.61095 5.92295 10.9839 7.71396 116.867 5.39055 113.071 84.8972 28.174 22.4557 75.9879 29.9114 17.8362 11.5535 46.0765 26.8717
internal_count=4633 1938 2695 102 1868 835 680 1033 427 620 169 155 105 82 190 186 237 156 606 142 587 440 147 111 401 161 88 62 240 161
is_linear=0
shrinkage=0.00196078


Tree=570
num_leaves=31
num_cat=0
split_feature=1 0 3 4 0 0 2 2 3 4 1 3 3 0 3 3 3 0 2 4 4 1 2 3 3 3 2 0 2 2
split_gain=1.74446 2.01432 1.6177 1.49052 1.39426 2.49596 2.17581 4.2921 2.6365 2.10193 1.90163 1.88122 4.11649 1.85808 1.63657 1.61207 1.47187 1.39362 1.35386 1.91312 1.70957 1.46078 1.26056 1.26798 1.24637 3.66489 3.32754 1.88249 1.69102 2.64285
threshold=69.873026810350026 85.990333302400003 0.4149000000000001 44.279556297950009 96.631250582750013 97.789976036950009 0.075080000000000022 -0.074029999999999999 -0.20885999999999996 37.500638522700008 70.940344688150006 0.090465000000000031 0.092895000000000019 95.550490414250007 -0.24748499999999998 -0.15849499999999997 0.10336500000000003 85.931187223550012 -0.14314999999999997 41.935569238650011 42.477827694800006 75.424692849750016 -0.16164499999999998 -0.225495 0.08759500000000002 0.092895000000000019 -0.079789999999999986 87.525442894850016 -0.22386500000000001 -0.102645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 4 24 6 18 7 8 -2 -8 -9 13 -13 -10 -7 22 -14 -1 19 -6 21 -20 -16 -24 28 26 -26 -28 -3 -30
right_child=2 3 -4 -5 5 14 9 10 11 -11 -12 12 16 -15 15 -17 -18 -19 20 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=4.593281514661095e-05 0.00064004138073980963 -0.00033960195847032934 -0.0022777980006860321 -0.00058267962222608534 -0.0014641299644825236 -0.0014785013936237533 0.00041749332865470947 0.00128019009419996 -0.0022902683894590625 -0.0024688453273114474 -0.00020460231182222854 0.0011055172190848725 -0.0024578620659744931 -0.00033875733086120749 0.0019019718024292172 -0.00011296151963842497 8.8188170083541723e-05 -0.0011408711316106396 0.00064522254441129381 0.00097977993874061851 -0.00031163170368736233 0.001783886357872196 -0.0015025689902918591 0.0010021270022958079 0.00011005647030224881 0.00050428502859344937 -0.0023038896618315517 -0.00034820479710252127 0.0013657662274139625 0.0004583981856143776
leaf_weight=84.197207653312944 4.5407971609383813 7.1362207010388365 1.2822013090190001 6.3890731111168853 2.7715248633176115 3.2365518037113352 1.4479547217488278 8.6264246171340329 6.4102139401948133 3.3576106480322778 5.7735205073840907 3.9360569994896633 3.1128945969976485 2.8156054699793458 2.9319687034003437 70.502326559100766 1.2868022634647784 4.1635732743889085 12.599491829052573 2.3935906933620572 4.5259067919105282 7.0429391488432875 1.2432472741929816 2.3279663248977149 15.469647757709028 57.309833392500877 4.6580194327980262 3.424492884427309 17.142174188047647 51.662324802950025
leaf_count=1104 38 45 44 84 29 139 11 61 275 77 50 21 60 20 20 1475 19 44 54 14 29 32 38 28 75 280 43 23 71 330
internal_value=0.000131152 0.000233527 -3.80893e-05 0.000365379 -1.90563e-05 9.91304e-05 -0.000332565 -0.000165815 -0.000720051 -0.00159917 0.000684877 -0.00107172 -0.000382234 -0.00169469 -8.35961e-05 -2.4968e-05 -0.00171321 -9.98957e-06 0.000598981 -0.000331586 0.000797856 0.0010535 0.000928987 0.000130167 0.000404009 0.000230999 -0.000433992 -0.00147528 0.00058823 0.000684463
internal_weight=403.718 251.553 152.166 163.192 150.883 109.576 41.3079 36.5023 22.1024 4.80557 14.3999 17.5616 8.33575 9.22582 80.2421 77.0055 4.3997 88.3608 29.3335 5.16512 24.1683 19.6424 6.50318 3.57121 156.803 80.862 23.5522 8.08251 75.9407 68.8045
internal_count=4633 2099 2534 951 2490 1858 632 544 433 88 111 395 100 295 1700 1561 79 1148 158 43 115 86 86 66 867 421 141 66 446 401
is_linear=0
shrinkage=0.00200243


Tree=571
num_leaves=31
num_cat=0
split_feature=1 0 4 0 2 4 4 0 4 0 4 4 0 2 3 1 4 0 4 2 0 0 1 4 2 1 1 0 3 0
split_gain=1.79837 2.18087 2.44879 2.14246 1.70318 1.83301 1.54621 1.33574 1.63168 2.78288 2.47328 3.49113 2.50724 1.74313 2.09661 1.55666 2.44756 1.76413 2.65225 1.84841 1.53481 2.54765 2.62324 2.24015 2.14589 2.91444 1.50034 1.49225 1.48164 1.33268
threshold=70.182199495350019 94.625660817400004 40.300545846000013 85.990333302400003 -0.08725999999999999 44.131787411600008 44.279556297950009 85.931187223550012 41.873095646600007 85.823648898300021 41.16018805045001 40.806664626150003 75.381677519650012 -0.082654999999999992 0.10214000000000002 61.998532946250002 40.300545846000013 85.732241321850012 37.572218886150004 -0.016679999999999997 85.799452775150016 85.431134011250023 61.076391807500009 48.393869453650005 -0.087660000000000002 62.186725015400008 61.923256118600001 68.257263473950005 0.083745000000000028 91.625341543800019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 5 -4 -5 8 10 13 11 12 -1 20 27 17 -17 18 -14 -20 21 22 23 -10 25 -23 -24 -15 -28 -8
right_child=1 -3 4 6 -6 -7 29 -9 9 -11 -12 -13 15 14 -16 16 -18 -19 19 -21 -22 24 26 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0019600857745125499 -0.0024645672900457357 5.4943527291838403e-06 0.0011307652027699839 0.00037133133914759908 -0.002013025026123846 -0.0020115944383806116 0.00018940511951903231 -0.0010625153275157818 -0.0021678746617872927 -0.0023530100183695411 0.00087686025033860849 -0.0027125161315242285 0.0012481569286874887 0.0011826431069186275 0.00067145914368464557 -0.0018646682434383427 0.00083571878829940573 0.0013978185579006006 -0.00097611675457366892 0.0008406710200099288 0.0016063510830355539 -0.0023607365315456126 0.0019845984008203953 0.00012644063880780658 0.00052060397419859356 0.00044475978651746707 0.0013649685180676023 -0.0018002088528973298 -0.0010632225742953155 -0.0015336580688039055
leaf_weight=1.9284843725618035 2.7148003880865863 131.19740598808858 2.8871988602913921 165.60922312736511 1.4168995757354421 0.8544820641982368 3.6288122120313338 4.1863460205495349 1.7715475981822297 2.1056941784918299 15.797948250081388 1.650777376256882 5.1221727682277622 0.66974111483432519 2.2170252036303282 2.7385537819936863 2.1112837493419647 5.6135515049099913 6.6688269376754787 2.8344959318637803 2.1681348085403434 4.2515549547970295 4.0632267072796813 10.300332080572842 2.7067777942866069 1.9042990431189535 2.0711802928708498 5.3894055066630244 1.5684828637167809 2.843778814189136
leaf_count=201 56 2226 33 934 80 68 29 44 81 27 86 38 39 24 21 51 10 16 58 15 7 66 12 70 14 10 19 165 74 59
internal_value=0.000120887 -5.23212e-05 -0.00101573 0.000212854 -0.000253244 0.000413149 0.000336014 -2.30489e-05 2.77554e-05 -0.00024252 0.000278102 -5.18514e-05 0.000110717 -0.000128808 -0.000896713 0.000269891 -0.000689107 0.000499694 0.000154976 -0.000434235 7.74961e-05 -3.82533e-05 0.000338068 -0.00021025 -0.000877921 -0.00149286 0.00119738 -0.0014705 0.00031856 -0.000567635
internal_weight=400.992 139.071 7.87338 261.922 5.15858 3.74168 172.082 89.8398 85.6535 41.1874 44.4661 28.6681 27.0174 39.0817 8.27617 25.0889 4.84984 20.239 14.6255 9.50332 30.8055 28.6374 19.7748 12.0719 8.86263 6.15585 7.70289 6.05915 3.63966 6.47259
internal_count=4633 2463 237 2170 181 101 1022 1148 1104 590 514 428 390 563 210 189 61 128 112 73 353 346 256 151 90 76 105 189 93 88
is_linear=0
shrinkage=0.00188464


Tree=572
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 2 2 4 0 2 4 0 4 4 0 1 4 3 0 4 2 0 0 0 1 1 2 4 4 3
split_gain=2.28767 2.49193 1.8197 2.73305 1.6396 3.96682 2.2037 1.76016 1.46951 1.67899 1.46524 3.08894 2.23514 4.05838 3.08351 2.14432 2.23658 1.93944 1.72795 2.4996 1.60062 1.46224 1.78194 2.16578 2.0669 2.06543 2.17234 1.98201 1.97552 1.58362
threshold=93.972365491700018 85.990333302400003 96.631250582750013 97.789976036950009 -0.14008999999999996 -0.070854999999999987 0.075080000000000022 45.458122212500008 85.931187223550012 -0.074029999999999999 41.873095646600007 85.823648898300021 41.16018805045001 40.806664626150003 75.381677519650012 61.998532946250002 40.300545846000013 0.10876000000000002 85.732241321850012 37.572218886150004 -0.016679999999999997 85.799452775150016 85.431134011250023 85.619326080400015 61.076391807500009 61.917879202350001 -0.08725999999999999 44.952171034750002 42.783136484500005 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 -4 7 -6 -7 -2 10 -10 12 17 13 14 -1 18 -17 21 19 -16 -21 22 24 -24 27 -26 -27 -12 -25 -29
right_child=2 -3 3 -5 5 6 -8 -9 9 -11 11 -13 -14 -15 15 16 -18 -19 -20 20 -22 -23 23 28 25 26 -28 29 -30 -31
leaf_value=-0.0018971434657358227 0.00071996960206965259 0.00035332714577654298 0.00051280580836932479 -0.0001203553699103506 -0.0013737185858751153 0.00041846488959777181 -0.0015197044211254689 -0.0011487038897948084 -0.0023645145818648734 -0.00011862960528842284 -0.0020041909162375861 -0.0023264356891753205 0.0007996575211663907 -0.0027371767104003969 0.001195291350052747 -0.0017328093708963508 0.00068559801409177326 -0.0021448257688362698 0.0014004264972501128 -0.00078876738150514877 0.0008283083478804105 0.0013148382714974476 -0.0021120539896770664 0.00062607958061944823 0.0017356655657842323 0.00079121838591277461 -0.002047023700592268 -0.0003172123347455397 -0.001059046313580399 0.0014000794387101728
leaf_weight=2.2738572508096757 6.5883841775357705 172.17313213378657 30.891315928194672 81.10289487488626 12.67701250175014 10.354312957264485 2.3645934639498583 2.2084819461451843 1.8268264792859552 2.7164808697998515 1.8492196877487028 2.1601178944110861 16.090119356289506 1.7209766870364536 5.6735648354515495 3.0638916699681422 2.1252197632566094 1.4613373344764102 5.7911004498600951 6.8935222001746324 2.8344368673860982 2.5195048972964278 2.6852226899936786 4.3315878082066757 4.4573794528841955 3.0934323836117983 1.2394265783950684 8.9529651019256544 4.8265315238386393 2.1938384622335425
leaf_count=201 56 1042 164 1746 269 83 30 88 30 14 145 27 88 38 39 55 11 29 16 58 15 10 58 23 14 84 38 96 46 20
internal_value=0.000124284 0.00022528 -5.73826e-05 5.42892e-05 -0.00042315 -0.00065661 5.81365e-05 0.000250833 -1.75737e-05 -0.00102168 3.53265e-05 -0.0002199 0.000253774 -3.53749e-05 0.000126888 0.00030134 -0.000742342 -9.89134e-05 0.000556891 0.000239714 -0.0003176 -1.62068e-05 -0.000115928 -0.000681475 0.000191512 0.000869938 -2.06688e-05 -0.000267361 -0.000262019 2.07734e-05
internal_weight=409.141 262.954 146.187 111.994 34.1928 25.3959 12.7189 8.79687 90.7806 4.54331 86.2373 39.7706 46.4667 30.3766 28.6556 26.3817 5.18911 37.6104 21.1926 15.4015 9.72796 36.1491 33.6296 11.8433 21.7863 8.79024 4.33286 12.996 9.15812 11.1468
internal_count=4633 2197 2436 1910 526 382 113 144 1155 44 1111 590 521 433 395 194 66 563 128 112 73 534 524 127 397 136 122 261 69 116
is_linear=0
shrinkage=0.00181146


Tree=573
num_leaves=31
num_cat=0
split_feature=0 3 2 0 2 2 2 2 3 3 2 2 3 4 4 1 1 3 3 3 3 2 1 3 0 1 0 0 3 3
split_gain=0.30836 0.350453 0.373331 0.606732 0.32175 0.618859 0.648045 0.668428 2.4274 1.66125 1.08672 1.13588 0.99111 1.25919 2.39914 0.609013 0.60045 0.59386 0.578815 0.915658 1.39261 1.43994 1.20902 1.25286 2.75447 3.11608 2.6475 2.09001 0.803784 2.45915
threshold=113.1679565431 -0.15544999999999998 -0.16262999999999997 119.82189041595002 -0.69416999999999995 -0.63026499999999996 -0.59614999999999996 -0.25105499999999997 0.10787500000000003 0.098085000000000019 -0.26416999999999996 -0.27494999999999997 0.094780000000000017 39.571921479100006 40.00488309970001 78.27445846800002 63.910026677050006 0.4369650000000001 0.4149000000000001 0.10487000000000003 0.10685000000000001 0.20852500000000004 61.966271448700006 0.11071500000000002 98.51854819030001 64.953148431650007 86.538778761000017 99.755238930300024 0.096480000000000024 0.095830000000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 -1 -6 15 8 9 10 11 12 13 -8 -15 -7 -16 18 19 28 -21 22 -22 -24 25 26 -25 -26 29 -9
right_child=1 -3 3 -5 5 6 7 17 -10 -11 -12 -13 -14 14 16 -17 -18 -19 -20 20 21 -23 23 24 27 -27 -28 -29 -30 -31
leaf_value=0.023294925036496706 0.032573179270242357 -0.029163167129648795 -0.048885729455260103 0.012412147032861764 -0.020012679568904051 0.0050504381646747998 -0.055367753466728127 0.0013357261567791671 0.03065096349496944 -0.063802480640018339 -0.037518577332415426 0.037153722704081002 0.0121416932938141 0.036571308513900475 0.00033488387739249705 0.033771450795235504 -0.04965096491007414 -0.021762570668971876 0.01434385385705475 -0.026163190779432591 0.0086952286969605407 0.025329547639901244 0.0051443765287402911 -0.046186027654704052 0.03907927151952649 -0.064529525472303353 0.0098314198483151587 -0.024257923460263474 0.0076613134557305899 -0.048625371804695443
leaf_weight=1.1174616571515787 0.448333965090569 1.2800423233929894 0.47312145450268894 0.70086259212257573 2.4763531447388223 3.758521563227986 1.3345005593000649 215.2995327700628 2.3253760089719426 1.1541849123896089 2.1243227381492042 1.0285253785550583 2.3803678986150771 1.3234334513545039 0.5861540520563725 1.967402280657552 1.4861355295870451 1.9675344788702194 5.8251348021440199 4.839140986907295 7.8702095141634407 3.0346704842522731 5.9031095416285124 2.4950517090037447 2.1481338767334814 3.1013845994602889 3.6126248314976692 1.5827875515969934 36.279340295324801 1.7371935523115087
leaf_count=16 32 365 28 38 36 39 60 2934 19 29 76 15 37 7 20 28 138 23 40 46 45 38 57 29 12 45 19 40 298 24
internal_value=0.000768714 -0.012802 0.000107245 -0.0122912 0.000892278 0.000813466 0.000977104 0.000719122 -0.00829743 -0.0162299 -0.01088 -0.00392735 -0.0098696 -0.0209462 -0.00741877 0.0149189 -0.0355123 0.00113818 0.00129158 0.0010275 -0.00535567 -0.00197089 -0.00507226 -0.0108225 -0.0181065 -0.0303886 -0.0130523 0.0122094 0.00189904 0.00093583
internal_weight=321.661 2.90236 1.62232 1.17398 318.759 317.641 315.165 309.439 13.743 11.4176 10.2634 8.13912 7.11059 4.73022 3.39572 5.72592 2.07229 295.696 293.728 287.903 34.5871 29.748 26.7133 18.8431 12.94 9.20906 6.10768 3.73092 253.316 217.037
internal_count=4633 463 98 66 4170 4154 4118 4051 401 382 353 277 262 225 165 67 158 3650 3627 3587 331 285 247 202 145 93 48 52 3256 2958
is_linear=0
shrinkage=0.0418233


Tree=574
num_leaves=31
num_cat=0
split_feature=0 0 0 4 2 2 4 1 3 2 4 3 2 0 1 3 3 4 0 0 1 2 1 4 1 3 4 4 4 3
split_gain=1.69869 2.49442 1.8979 1.77673 2.06419 2.39993 1.45585 1.59957 2.38277 3.17104 2.35133 2.45074 1.90324 1.38181 1.6727 1.91999 1.66751 1.36559 2.75029 2.43749 3.80793 1.75016 2.60001 2.61102 2.44404 2.0791 1.94221 1.71188 2.15261 1.40161
threshold=93.972365491700018 85.990333302400003 85.931187223550012 38.238138001450004 -0.047144999999999999 -0.11692 38.324118171300007 71.830224329350003 0.089505000000000015 -0.11051999999999999 39.427119987250002 0.090665000000000009 -0.047144999999999999 93.843319501450011 69.873026810350026 -0.10696499999999999 0.096915000000000015 41.873095646600007 85.823648898300021 85.121961326250016 61.546871980350012 -0.105535 62.116825104000007 43.847983878700006 61.076391807500009 0.08326500000000002 48.393869453650005 43.067541470150012 42.431220712750012 0.099855000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 17 4 5 -2 -5 8 12 -10 -11 -12 -8 14 -3 -16 -17 19 21 20 29 24 23 27 26 -25 -19 28 -23 -1
right_child=3 13 -4 6 -6 -7 7 -9 9 10 11 -13 -14 -15 15 16 -18 18 -20 -21 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00028242604937424694 -0.00034359105268695476 0.00036633163784367719 -0.0012619716005886304 0.0020795598045376925 2.4546883285113384e-05 -0.0022569686929526183 -0.001546037923019743 0.00012840168872796885 0.0016138715740746583 0.0015428473743689204 0.0012413887488295491 -0.0022837836007312483 0.00041704927194383834 0.0012865587588057155 0.00072155321395243833 -0.0023642738862438783 3.1258269911097993e-05 -0.0022025655471730968 -0.002449850104356313 0.00061317977821832078 -0.0018238727952346243 -0.0018519683816711483 -0.0024081351367521149 -0.00039211759264637418 0.0012635802309178526 0.0019961577831422335 0.00010073653420255435 -0.0022725546448111767 0.00024259544972202312 0.00099547996425350133
leaf_weight=8.122917524538936 5.4173349795019021 159.95956959016621 4.4630226474255315 1.2930628452450026 10.607506435917456 4.3818968553969189 8.0574601013213378 98.060772363096476 3.7022749725729227 1.2969646751880626 0.95936645939946208 3.0320883728563786 2.3594680530950454 5.7249078326858571 2.5867687007412314 2.5717672040918833 1.8435526527464388 1.5857413463527326 1.9806270077824581 27.198046823963523 4.5285179552156469 2.6215758927865043 2.3791825827211133 2.6184636125108218 6.3743792599998406 2.7740018423646688 9.2121291607618314 2.3003901306074104 5.879876415245235 5.203371822834014
leaf_count=194 217 893 44 10 197 160 228 1482 21 6 9 73 33 35 23 78 13 80 27 127 167 57 50 50 96 12 72 70 76 33
internal_value=0.000132298 0.000224066 -4.08773e-05 -3.90994e-05 -0.000563087 -0.00119919 5.09372e-05 2.86066e-05 -0.000475627 0.000249405 -0.000705819 -0.00143649 -0.00110139 0.000357917 0.000326075 -0.000593572 -0.00136405 2.49577e-05 -0.000244858 0.000250896 -0.000300967 -0.000122682 -0.000531683 -0.000256004 0.000319692 0.000836463 -0.000237519 -0.000801382 -0.000403301 0.000216544
internal_weight=399.097 259.929 87.2422 139.168 20.4067 9.79923 118.761 117.468 19.4076 8.99069 5.28842 3.99145 10.4169 172.687 166.962 7.00209 4.41532 82.7792 37.7264 45.0529 17.8548 35.7457 18.5735 16.1943 17.1722 5.39247 10.7979 10.8018 8.50145 13.3263
internal_count=4633 2197 1155 2436 574 377 1862 1852 370 109 88 82 261 1042 1007 114 91 1111 590 521 394 563 315 265 248 62 152 203 133 227
is_linear=0
shrinkage=0.00192234


Tree=575
num_leaves=31
num_cat=0
split_feature=0 0 0 2 0 2 4 4 4 0 2 3 2 2 1 2 1 1 2 4 3 3 3 3 4 4 0 2 1 2
split_gain=2.04537 2.18352 1.81238 3.18661 1.59355 1.57273 1.40982 4.69238 2.21913 1.73173 3.7485 2.24761 1.65795 2.49662 2.37981 2.44826 1.49345 2.02224 2.23454 4.13809 1.43747 1.39296 1.37058 1.48014 1.66971 2.26642 1.63837 1.21461 2.76813 3.13182
threshold=93.972365491700018 85.990333302400003 94.770837556450019 -0.14907499999999999 85.931187223550012 -0.074029999999999999 42.759119507950011 43.477771593600004 42.686561923500008 85.705356740550016 -0.086139999999999994 0.098085000000000019 0.17437500000000003 -0.013285 58.309968391300011 -0.13734499999999997 59.240174904450008 61.076391807500009 -0.089569999999999997 42.123054668150012 0.096480000000000024 0.10385500000000002 0.083555000000000032 0.082325000000000023 48.109449608500007 43.521589032450009 67.620098897050013 -0.051199999999999996 81.339300736700025 -0.043559999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 6 -6 8 -8 9 12 -11 -12 13 14 15 -1 -16 -18 19 -19 22 -5 23 24 25 -9 -27 -4 -29 -30
right_child=2 -3 27 21 5 -7 7 20 -10 10 11 -13 -14 -15 16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.00042059014133716103 0.00073740199625492843 0.00037242440798706405 -0.00013025236774265463 -0.0016395467645659888 -0.002548813224256298 -0.00018281760670684581 -0.0019096061871951933 0.002050648797886404 0.0021059182283824779 0.001509860778521184 0.00054447339459738565 -0.0012358724517498438 0.001049059627079669 -0.0023173764821171599 -0.0023143242963264412 0.0020511193506970093 0.0012739880750956983 -0.0023197277496987581 0.00010963319591048392 0.00063937418487955086 0.0016639313445842982 0.00091027848468423138 -0.0015719939614249542 0.0013613417039569447 0.000273575271884286 0.0014024521825914498 -0.0024297916762986253 0.0004790898077156547 0.0020627177530424569 -0.00099961584197125479
leaf_weight=2.7928450033068657 3.8926220398861906 168.56421163782943 82.404362673900323 8.1767706039827281 1.824211601167917 2.6482138931751242 5.6242739503504735 0.68353238794953597 2.3203116725198916 9.4144002273678797 6.8668917044997198 4.5213514752686024 4.0854039313271633 2.1515975494403419 1.5077238045632864 3.4365165811032083 2.7425303887575891 5.2577611238230109 9.4438585189636708 2.7763706622645259 2.0484866835176936 0.91599209140986282 2.0679749883711329 3.0327857546508303 10.341878302395342 0.50346790964249555 2.8962759564165026 42.467805650085211 1.473115756176411 9.9992141537659318
leaf_count=83 74 1042 1454 194 30 14 138 7 9 29 28 27 30 99 48 14 29 182 63 23 10 10 77 19 75 23 98 293 8 403
internal_value=0.000135389 0.000241247 -4.71854e-05 -0.000747145 -7.23243e-06 -0.00114786 5.31272e-05 -0.000314504 0.000227578 0.000148331 0.000594418 -0.000162358 -0.00012305 -0.000282089 -0.000125455 0.000942964 -0.000431765 -0.000291393 -0.000537023 -0.00129715 0.000101327 -0.00138268 -6.26079e-05 0.000116186 -0.000145599 -0.00120726 -0.00186227 1.94784e-05 0.000248222 -0.000606394
internal_weight=406.883 257.553 149.33 12.9854 88.9887 4.47243 84.5162 27.1987 57.3176 54.9973 20.8026 11.3882 34.1946 30.1092 27.9576 6.22936 21.7282 20.2205 17.478 8.03413 21.5744 9.09276 19.5259 17.4579 14.4252 4.08328 3.39974 136.344 53.9401 11.4723
internal_count=4633 2197 2436 278 1155 44 1111 447 664 655 84 55 571 541 442 97 345 297 268 205 309 204 299 222 203 128 121 2158 704 411
is_linear=0
shrinkage=0.00196078


Tree=576
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 3 3 0 0 2 2 2 3 4 2 3 4 3 4 2 2 2 4 0 4 2 1 4 2 0
split_gain=1.71894 2.67848 2.29675 1.99994 2.72343 2.45667 1.85058 1.68625 1.85358 1.65826 1.88618 2.46993 1.76512 1.62838 1.57793 2.0129 2.15465 1.45856 1.36156 1.88722 1.47778 2.06319 1.59557 2.50438 2.9481 2.42203 1.93421 1.79501 1.49103 1.5875
threshold=70.182199495350019 94.625660817400004 -0.08725999999999999 85.662341410450011 61.928633034850002 -0.17949499999999999 0.4149000000000001 85.121961326250016 85.307464937250003 -0.051199999999999996 -0.068964999999999985 -0.057599999999999998 -0.222165 40.300545846000013 0.22387500000000005 0.10214000000000002 43.477771593600004 -0.20885999999999996 38.238138001450004 -0.11692 -0.079369999999999996 -0.084729999999999986 38.396531328800009 97.491557184450016 43.61821939175001 -0.094409999999999994 71.504920895500007 44.202975721700007 -0.102645 101.91675926715001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -1 -9 10 18 -12 -11 -2 -14 16 -16 -15 19 -3 21 22 -20 24 -24 28 -26 -28 29 -25
right_child=1 6 -4 -5 5 -7 -8 8 -10 12 11 -13 14 17 15 -17 -18 -19 20 -21 -22 -23 23 25 26 -27 27 -29 -30 -31
leaf_value=-8.1366189727546966e-05 -0.0025270261838649553 -0.00013491833682680146 -0.0022233454438175268 0.0003069331297474656 0.00043416089662927224 -0.0014490598336491774 -0.0022482615285448933 0.0016603240167451861 -0.00011648081194876798 -0.0012401634539430868 -0.0027430262833836772 8.3496286306960197e-05 0.00060636311075218667 0.0017602209481816984 -0.0014681914604504501 0.0011593358615898872 0.0008813700539009909 -0.00066794340421368601 0.0020044055929917294 -0.0021847911414369873 0.00082374507854963465 -0.0012260194916092811 -0.0015139899569791278 0.00049599169934052081 -0.0014186522702813692 0.0010502116325604956 0.0022154526499505306 -0.00015777793655004902 -0.0023177485274517009 -0.00044033231077738813
leaf_weight=30.19243196293246 0.89192468300461758 4.921908575022826 3.7051887020934355 215.63474708842114 3.6131007000803939 8.7806836387608183 1.3050088658492303 4.9091633781790716 3.8880130983889103 2.4963352329796171 2.2655756982276216 2.30457340623252 35.87019000959117 1.5892397044226529 5.0771200392045994 2.6633075600257143 2.0146521892165765 2.1521367077948526 1.4979970674030401 2.5040945535583878 7.8732705011498245 5.1444234361406407 7.5913698803633434 13.82611830788664 1.8691841214895246 10.215079107554638 2.1052539832890034 2.6731691309250891 1.0266811253968615 12.967226922744883
leaf_count=523 22 208 114 1239 34 325 38 19 30 80 61 19 421 13 121 36 23 88 5 106 48 95 96 127 90 76 8 52 31 485
internal_value=0.000136003 -3.94349e-05 -0.00109515 0.000225721 -0.000115091 -0.000900053 2.92252e-05 0.000134428 0.000875045 5.2645e-05 -0.00011909 -0.00131771 0.000333813 -0.000192953 0.000419932 -0.000265591 -0.000800721 0.000363478 -4.52799e-05 -0.000826148 4.15408e-05 -6.29886e-05 4.82796e-05 -7.77631e-06 -0.000695461 0.000249668 0.000239274 0.000887808 -4.42788e-05 4.28372e-05
internal_weight=403.569 136.551 8.33849 267.018 51.3834 12.3938 128.213 38.9896 8.79718 126.908 78.7859 4.57015 48.1216 4.6333 45.6253 9.75508 7.09177 3.74138 74.2158 7.426 66.7898 58.9165 53.7721 52.2741 14.239 38.0351 6.64761 4.77842 27.82 26.7933
internal_count=4633 2463 237 2170 931 359 2226 572 49 2188 1507 80 681 123 601 180 144 101 1427 314 1113 1065 970 965 246 719 150 60 643 612
is_linear=0
shrinkage=0.00192234


Tree=577
num_leaves=31
num_cat=0
split_feature=0 1 0 4 4 2 2 1 3 2 2 0 0 0 0 3 1 0 4 0 2 2 3 0 0 3 4 3 3 2
split_gain=0.337197 1.08209 1.07834 0.826494 1.24806 1.15702 1.62025 0.822435 1.59623 0.946729 2.26973 0.902301 3.02772 0.897415 1.81857 1.57003 2.50917 1.19175 1.80807 1.089 1.25411 1.56654 1.28292 1.65876 2.84584 2.2983 1.62681 1.6802 3.13428 1.57156
threshold=93.972365491700018 67.606656606400023 93.843319501450011 38.238138001450004 38.324118171300007 -0.047144999999999999 -0.11692 69.873026810350026 -0.10696499999999999 -0.057599999999999998 -0.038374999999999999 93.308316333500017 92.773313165550022 87.261973998100004 86.866770652900016 0.094595000000000026 62.116825104000007 86.681267041950008 42.546237522150008 87.345316200150009 -0.22573999999999997 -0.14314999999999997 0.081775000000000028 90.767723400200012 90.321439350550008 0.08729000000000002 39.354247760400007 0.09117500000000002 0.12376500000000003 -0.051199999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 6 -3 11 -9 -10 -11 12 13 14 17 16 -16 -1 -19 -15 -21 -22 -23 24 25 -24 -27 -28 -29 -25
right_child=1 3 -4 4 -6 -7 -8 8 9 10 -12 -13 -14 19 15 -17 -18 18 -20 20 21 22 23 29 -26 26 27 28 -30 -31
leaf_value=-6.9193582223964976e-05 -0.058328115487742853 -0.0051048550409616674 0.026630229787235265 0.052795153483442513 0.00027121588930977355 6.3945041424256954e-05 -0.054999234210053163 0.017306964144297235 -0.068054530492438578 0.052547636347022871 -0.056092090857099833 0.02247243785275272 -0.052071028270403094 0.037270239810762225 -0.072447517998919866 0.0060203918804424238 -0.0030698415476157108 0.0015518522497334933 0.041210528444960731 -0.014545278757577284 0.042229385598514101 0.019057208474039657 -0.032239008265717614 -0.0028634135843948741 0.0426646325016065 0.025382769456807116 0.023422815320238405 -0.038432857183283591 0.020128423424087848 -0.052185580950248979
leaf_weight=115.53017149586231 0.79220137745141883 3.4919779411393383 4.2222183435223988 1.1001142536988471 92.618176581076114 8.7549754013380134 2.8330998171477404 2.0204790546558797 1.4310613927664237 0.73552232980728161 1.2434530041646199 5.0984044410288325 2.4955075285397461 2.7586311250925055 2.6252382695674887 2.8886308968067169 2.3963451776653528 7.4485516399145109 4.3914436399936676 6.5050922799855462 3.0740242078900328 13.478756926953791 4.3922807984054151 4.3190011940896511 4.4105861112475386 7.3061639815568951 3.9029114246368399 5.4876264631748182 3.6620712503790855 2.4237566897645584
leaf_count=1390 18 216 35 10 1837 197 158 23 41 4 53 31 23 17 31 14 13 33 63 62 18 98 31 29 23 41 18 50 15 41
internal_value=0.000969964 -0.00124182 0.00210132 -0.000826155 0.000887769 -0.0114777 -0.0274533 0.00160821 -0.0172212 -0.0376794 -0.0157142 0.00210799 0.00158755 0.00226727 3.23854e-05 -0.0227753 -0.0393399 0.00144884 0.0162612 0.0071657 0.00575722 0.00827488 0.00616127 0.00132005 0.00638673 -7.79107e-05 0.00686065 -0.00350706 -0.0149943 -0.0205928
internal_weight=323.838 109.591 214.248 108.798 93.7183 15.0801 6.32508 210.026 5.43052 3.41004 1.97898 204.595 199.497 197.001 135.28 7.91021 5.02158 127.37 11.84 61.7209 58.9623 52.4572 49.3832 35.9044 29.1616 24.7511 20.3588 13.0526 9.1497 6.74276
internal_count=4633 2436 2197 2418 1847 571 374 2162 121 98 57 2041 2010 1987 1544 58 44 1486 96 443 426 364 346 248 178 155 124 83 65 70
is_linear=0
shrinkage=0.0490223


Tree=578
num_leaves=31
num_cat=0
split_feature=1 0 1 1 4 1 3 3 3 4 2 3 0 0 4 0 0 1 4 1 2 2 0 3 1 0 1 2 0 0
split_gain=0.331613 0.308688 1.01101 2.07752 1.65093 0.735926 0.668697 0.96147 2.11563 0.674568 0.636311 0.531137 0.695712 0.697874 0.597574 1.00176 1.22243 0.512241 0.522546 0.45874 1.71477 0.979628 0.77099 1.86072 0.957333 0.773807 1.02576 1.20832 0.695491 0.653634
threshold=90.937096262400004 76.535026057600007 58.309968391300011 60.87206898960001 37.572218886150004 56.820562587050013 -0.25587999999999994 -0.15544999999999998 -1.0000000180025095e-35 49.247968080500009 -0.25447999999999998 -0.27450499999999994 86.692020874450009 89.576736448400013 32.724174661450007 93.501885318850015 94.109476856350014 69.873026810350026 33.036871954450007 61.885617704800005 -0.036264999999999999 -0.11963999999999998 85.619326080400015 0.083745000000000028 61.917879202350001 85.307464937250003 61.944763783650011 -0.59496499999999986 85.431134011250023 85.823648898300021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 9 -8 -9 -1 -7 12 -5 -14 15 -13 -17 -15 -19 20 21 -16 23 28 -24 26 -25 -28 -21 -26
right_child=-2 2 3 11 -6 10 7 8 -10 -11 -12 14 13 17 19 16 -18 18 -20 22 -22 -23 24 25 29 -27 27 -29 -30 -31
leaf_value=-0.052449123399140804 -0.020121666006826303 0.023196988655892183 0.0097882214280746276 -0.052678121263624506 -0.05922788005301028 0.015833041006640427 0.024943760272384066 -0.04964465329607428 0.019018012764020823 0.0045463876892550955 -0.05167051448310029 -0.061838959351021017 0.017185679264125953 -0.059029630156142897 0.019457329728351545 0.049930831140342344 -0.051465887732078414 0.036562641929149112 -0.027627436783124525 0.019105048649415549 0.037566458229846535 -0.0079806927383920777 -0.019510488151795246 0.028889667668944814 0.0099848790512431247 -0.05370076108464051 0.051849242603911952 -0.051969114227495915 -0.01781325765097469 0.0013960276086545762
leaf_weight=0.9818196368869383 1.6036436920076074 4.3951896969228974 1.1236649369820946 0.83605002146214147 2.1641056898515671 0.39253510697744776 2.9423413258045898 1.6579195085796516 2.2670076692011225 0.80765144899487495 1.2372139325598244 0.84313736500916903 1.5573150084819647 0.61929147597402323 4.1746483854949483 0.58581358194351174 0.44757701982234721 0.3919068290852008 0.87453684816136956 3.5190567309036833 3.5578000620007506 8.2927115969359875 4.4646610710769883 0.76792113482952151 20.492022854276001 2.0795879079960287 0.28562918305397045 1.4727494493708941 1.5768458899110553 244.64918921553181
leaf_count=88 554 32 12 19 62 11 41 115 40 6 175 17 8 10 26 3 88 5 47 62 19 46 31 3 122 55 1 108 31 2796
internal_value=0.000832391 0.000937578 0.0011995 0.000882278 -0.0356402 -0.00693492 -0.00157374 0.00498017 -0.00998563 -0.026725 -0.0354119 0.00128056 -0.0148785 -0.00569991 0.00151321 -0.0244726 0.00601439 -0.0245997 -0.00776352 0.00167832 0.00927915 0.00120683 0.00124223 -0.011552 0.00170263 -0.0328315 -0.0156525 -0.035105 0.00768127 0.00205984
internal_weight=321.062 319.458 309.171 304.776 3.28777 10.2865 8.65674 6.86727 3.92493 1.78947 1.62975 301.488 4.2791 3.44305 297.209 1.87653 1.03339 1.88574 1.26644 295.333 16.0252 12.4674 279.308 9.70179 269.606 4.60589 2.5263 1.75838 5.0959 265.141
internal_count=4633 4079 3603 3571 74 476 290 196 155 94 186 3497 89 70 3408 108 91 62 52 3300 91 72 3209 260 2949 167 112 109 93 2918
is_linear=0
shrinkage=0.0461948


Tree=579
num_leaves=31
num_cat=0
split_feature=4 0 4 3 2 3 4 2 0 1 0 4 1 0 3 3 2 0 2 0 0 2 4 3 1 4 4 4 4 1
split_gain=1.45895 3.33401 2.02769 1.90785 3.28487 2.98045 2.43664 2.38704 1.90015 2.34633 3.78511 3.86469 2.63383 4.3471 2.15984 1.87217 3.50087 2.27718 2.19107 2.35259 2.08991 2.55971 1.79598 1.73856 1.71292 1.52862 2.43574 2.09575 1.72074 1.6465
threshold=42.081757894750005 104.03526427400001 42.027798546600003 0.087700000000000014 -0.24150999999999997 0.087245000000000031 43.384297312450009 0.09450500000000002 75.381677519650012 58.309968391300011 85.121961326250016 38.171717059500004 64.369753017350021 88.350799540950007 0.096715000000000009 0.10176000000000003 -0.14008999999999996 86.780739992750014 -0.085550000000000001 86.345209775600011 87.842680954300008 0.059500000000000011 42.686561923500008 -0.225495 65.509659264600018 41.243661560350013 41.835830569250014 41.600558339100012 40.806664626150003 71.053259929650025
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -6 15 -8 -1 -10 11 14 13 -12 -11 16 -5 22 -18 -20 -21 -22 -17 -3 -14 28 27 -27 29 -26
right_child=3 23 -4 6 5 -7 7 -9 9 10 12 -13 24 -15 -16 17 18 -19 19 20 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0012677519577949262 -0.0020929415219791852 0.0003175309129420702 0.0012885321109198356 0.0006957509863221447 0.00010385077167607912 0.0016398834379442073 0.00055102407755234833 -0.0022658933460094166 0.0015083776705871032 -0.0014377833384994943 0.00038274916909176158 -0.0021416665144512177 -0.001050814748293126 0.001936662249004632 0.00090063289524885243 -0.0023088911367321763 -0.0023633612890667285 0.00060889411305762794 -0.0024711272282668326 0.00078979698162356113 -0.0018753257512499702 0.00085815985546411995 -8.5120699220850922e-05 -0.0020317369697929718 0.00035854798109457382 -0.0004034942690351749 0.00074092636172335324 -0.0023067381951768404 0.00088928707355362293 -0.00015319297379490037
leaf_weight=3.1515300797764203 2.4025800253148182 1.705028148833662 6.6830181758850804 3.841625375149305 90.745012569008395 4.9212601666804394 13.533185707987284 1.2111459271982301 5.2282792255282393 2.2099109485279751 92.285330904647708 4.9917039274005219 4.8014311529695979 7.1696739420294753 4.2990869302302599 2.2738304901868087 5.2965639155590916 7.9361679787980393 2.6908372435718819 3.3410158157348615 4.4388210901524872 1.7710488187149165 3.2752172537147999 3.6691049731743979 48.384501052787527 7.0016408506780845 4.3177207373082629 3.0778545495122671 11.894594980403779 44.696652208105661
leaf_count=243 200 107 30 25 1269 30 186 35 23 48 447 74 32 46 26 33 70 58 40 13 59 9 31 501 294 73 35 38 65 493
internal_value=0.00012382 0.000211716 0.000243895 -2.82907e-05 0.000127112 0.000182867 -0.000335494 0.000319634 0.000215226 0.00023467 0.000206349 -0.000869168 0.00026166 0.00049477 0.000106702 -0.000612546 -0.000966325 -5.16514e-05 -0.00133039 -0.00088346 -0.000436155 -0.00109574 -0.000996354 -0.00128639 7.49545e-05 0.000120235 -0.000467161 -0.000984665 0.000200796 0.000112815
internal_weight=403.245 255.567 250.193 147.678 98.0689 95.6663 49.6095 14.7443 243.51 240.358 235.13 11.5007 223.629 99.455 6.509 34.8651 21.3799 13.4852 17.5383 12.2417 9.55089 6.20987 5.54905 5.37413 124.174 119.373 14.3972 10.0795 104.976 93.0812
internal_count=4633 2575 1967 2058 1499 1299 559 221 1937 1694 1671 148 1523 493 74 338 216 122 191 121 81 68 64 608 1030 998 146 111 852 787
is_linear=0
shrinkage=0.00192234


Tree=580
num_leaves=31
num_cat=0
split_feature=0 0 0 1 3 2 2 1 2 0 2 3 3 3 1 0 0 1 3 3 2 2 4 2 2 3 0 4 0 3
split_gain=0.301913 1.222 1.1954 1.24509 1.70331 0.863399 2.06008 2.75437 1.96431 2.38926 2.06894 1.63298 2.15638 1.87121 1.32699 1.54276 1.31733 1.86628 1.35054 2.42528 2.48074 2.47947 2.67489 2.70986 1.98783 2.10771 1.42956 1.27085 1.25476 1.54908
threshold=85.990333302400003 85.931187223550012 86.135510041400025 62.116825104000007 0.092015000000000027 -0.06828999999999999 -0.075639999999999999 65.509659264600018 -0.054875 93.972365491700018 -0.057599999999999998 0.12376500000000003 0.11360500000000003 0.10052500000000002 61.993156030000002 86.264556031700025 86.345209775600011 62.084563606450011 0.08376500000000002 0.075810000000000016 0.011900000000000003 0.26056000000000007 36.558960102350007 -0.036264999999999999 -0.047144999999999999 0.08729000000000002 105.7585659356 41.11191809080001 102.32271644485002 0.096715000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 6 11 -8 9 -7 -11 12 13 14 -4 -16 -10 -18 19 21 -21 22 -19 -24 -20 -26 -25 -15 -27 -30
right_child=2 -3 5 -5 -6 8 7 -9 16 10 -12 -13 -14 27 15 -17 17 18 24 20 -22 -23 23 26 25 28 -28 -29 29 -31
leaf_value=-0.00045060713897400527 -0.01795852999578967 -0.028648779946528317 -0.022709193322776183 0.040456186643295013 0.025480993044179841 0.033499653030569614 -0.06482076808408542 -0.0052780230923903937 -0.024774175274708606 -0.060062237965173904 0.036541799777941635 -0.026633318318474666 0.040558960644707112 -0.038537024671871194 0.033463802201808113 0.0015969952470857595 0.024537217040498514 0.02818965478097089 -0.054509279883746625 0.046840504447051276 0.0056740825335134483 0.027500891454518523 0.010477283681302236 -0.051249299607309146 -0.03211054740981055 -0.0020080528956095169 0.0068435218815408533 -0.0001659278964698236 0.036438687773244535 -0.056182340573660255
leaf_weight=67.676576944446424 3.7122834585607034 3.7464087363332501 4.9852503873407832 3.517850585281848 4.7565591018646955 9.3622679561376554 2.6895034946501237 5.3928441272873897 4.088243616744875 1.3207611588295542 0.83636529429350037 5.1492000751532023 3.101279610884375 4.6993068822193873 3.6275750100612631 107.55065926047973 8.4676511585712415 2.7522263307764723 1.7971880361437786 5.8995500819873978 7.9213613273896044 4.4354063580685752 3.3755180537700671 5.9897063988028059 4.9502396958851014 29.805255068931729 1.169512423162814 3.4629883940797299 3.7248527573538004 0.46969800871738687
leaf_count=1111 22 44 32 27 22 51 23 64 30 55 9 69 27 84 15 1812 53 31 20 36 108 94 17 90 127 287 41 38 141 53
internal_value=0.00082487 -0.00192971 0.00161496 0.0164227 0.00643945 0.000866107 -0.00153483 -0.0250916 0.0043706 0.0229931 -0.0226067 -9.8722e-05 0.000973515 -1.39358e-05 0.00154902 0.00263676 0.00184226 0.00318967 0.00068915 0.00815539 0.0232462 -0.00361331 -0.0139997 -0.0250218 -0.00509062 -0.00281041 -0.0417594 -0.0222575 0.00145558 0.0260672
internal_weight=320.434 71.423 249.011 11.9867 8.46884 237.024 140.659 8.08235 96.3658 11.5194 2.15713 132.576 127.427 124.326 116.163 111.178 84.8464 80.7582 72.2905 31.5433 13.8209 17.7224 13.287 10.5347 40.7472 38.95 7.15922 8.1623 33.9998 4.19455
internal_count=4633 1155 3478 71 44 3407 2164 87 1243 115 64 2077 2008 1981 1859 1827 1128 1098 1045 417 144 273 179 148 628 608 131 122 481 194
is_linear=0
shrinkage=0.0480611


Tree=581
num_leaves=31
num_cat=0
split_feature=1 0 4 0 3 4 0 2 3 4 4 0 3 3 4 4 1 3 3 2 4 2 3 2 2 4 2 2 2 4
split_gain=1.53038 2.15329 2.15718 1.93698 1.86844 1.53276 1.47932 1.63603 1.38393 1.34815 4.21473 2.08353 1.67648 1.4848 2.21778 1.61361 1.44846 1.2856 4.6208 3.15024 2.55803 2.36964 3.70893 2.48585 2.07318 3.7918 2.07436 3.6669 2.48197 2.76612
threshold=70.182199495350019 94.625660817400004 40.300545846000013 85.990333302400003 -0.20885999999999996 44.279556297950009 85.931187223550012 -0.074029999999999999 0.4149000000000001 42.759119507950011 43.477771593600004 85.121961326250016 0.096480000000000024 0.099855000000000027 41.243661560350013 37.572218886150004 61.546871980350012 0.08759500000000002 0.092895000000000019 -0.079789999999999986 41.489621506400006 -0.072755 0.10249000000000003 -0.11963999999999998 -0.22386500000000001 38.983591653800012 -0.102645 -0.08158 -0.075639999999999999 36.242939472700009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 17 9 -8 -3 11 -11 13 -12 14 16 -15 -1 24 19 -19 21 22 -20 -24 25 -5 -26 -28 -29 -30
right_child=1 8 4 5 -6 -7 7 -9 -10 10 12 -13 -14 15 -16 -17 -18 18 20 -21 -22 -23 23 -25 26 -27 27 28 29 -31
leaf_value=-0.00069060676690385549 -0.0023925196681040318 3.4613008663247761e-05 0.0013365524718628448 -0.0021197496031574812 -0.0011020434210286104 -0.00059675293592092299 -0.0023765416099697477 -0.00010003952166607497 -0.0021229553252993232 -0.0017953855234157188 -0.00010382171660645315 0.00047022015572465543 0.0017257175152098094 0.0014919685054848857 0.00036632401781862896 -0.00036809024415811881 -0.0023504694009273872 4.4784908998194156e-05 0.00091536993685478328 -0.0012949243845224198 -0.00010063268306991708 0.0011641736693904219 0.00022432284925688478 -0.0018989028266681235 0.0011990666608563188 0.00067925168795599845 -0.000439269767708165 0.0014824327087919779 0.0016190450396764073 0.0001711096028888085
leaf_weight=5.764952939469369 2.6414948181482023 121.81473915331298 1.6747068054974077 2.8577214889228335 3.3450387122575194 6.2269247230142346 1.9441556632518766 2.6491660829633465 1.0651846929249575 5.4313895958475795 19.453120733611289 36.291500746272504 1.958061272278427 2.915209397673606 4.865938196075148 3.8367428630590439 2.7619652927387506 16.651973359286789 12.44160943478346 9.9648783076554519 18.514793686568737 22.212351933121681 4.3332708701491356 3.5739741995930663 17.12312874943018 4.3145429212599993 12.713701769709585 11.05555991083383 5.7631606161594453 25.080515190958977
leaf_count=166 56 2188 19 22 162 88 30 14 38 138 299 204 10 18 95 29 145 81 57 85 105 103 21 20 73 24 70 90 22 161
internal_value=0.000122044 -4.45288e-05 -0.00101392 0.000205452 -0.00028847 0.000321287 -2.23736e-05 -0.00106359 1.59101e-05 3.50554e-05 -0.000312639 0.000200428 6.34904e-05 -0.000285611 -0.000648907 0.000435005 -0.00122826 0.0003556 0.000198556 -0.000456779 0.00048415 0.00073854 0.000273927 -0.000735348 0.000530128 -0.000435984 0.000626721 0.00044727 0.000716277 0.000441657
internal_weight=391.241 130.541 7.66124 260.7 5.01975 172.828 87.8722 4.59332 122.88 83.2789 26.8426 56.4363 21.4112 20.1448 13.3929 6.75195 8.52692 166.601 87.6929 26.6169 61.076 42.5612 20.3489 7.90725 78.9083 7.17226 71.7361 54.6129 41.8992 30.8437
internal_count=4633 2463 237 2170 181 1022 1148 44 2226 1104 447 657 309 453 406 47 311 934 472 166 306 201 98 41 462 46 416 343 273 183
is_linear=0
shrinkage=0.00188464


Tree=582
num_leaves=31
num_cat=0
split_feature=1 0 0 4 3 3 4 0 4 4 4 0 3 3 3 4 4 0 2 2 4 2 4 1 0 3 4 0 4 2
split_gain=1.55757 2.51648 2.23638 1.99427 1.79318 1.61023 1.50885 1.34871 1.57048 4.50056 1.94488 1.52752 1.52083 1.28413 1.3625 1.73694 2.01073 1.63905 1.27677 1.29969 1.26964 3.42996 1.65722 1.30817 2.93945 3.74168 1.55943 1.27909 1.25219 2.59115
threshold=70.182199495350019 94.625660817400004 85.990333302400003 40.300545846000013 -0.20885999999999996 0.4149000000000001 44.279556297950009 85.931187223550012 42.759119507950011 43.477771593600004 42.686561923500008 75.381677519650012 0.096480000000000024 0.083555000000000032 0.082325000000000023 48.109449608500007 43.521589032450009 68.907870341550009 -0.040509999999999997 -0.22932499999999997 41.873095646600007 -0.098419999999999994 41.741384785950011 58.309968391300011 85.121961326250016 0.093325000000000033 38.060777288450005 85.431134011250023 39.476991512000005 -0.053874999999999999
decision_type=2 2 2 2 2 2 2 2 2 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 7 -2 -5 -3 -4 8 10 -10 11 -1 13 14 15 16 -11 -18 19 -8 22 -22 23 -13 25 -25 -27 -23 -26 -30
right_child=1 5 6 4 -6 -7 18 -9 9 12 -12 20 -14 -15 -16 -17 17 -19 -20 -21 21 27 -24 24 28 26 -28 -29 29 -31
leaf_value=-0.0012337948366939046 -0.0024557424860035351 4.5969674326075806e-05 0.0003748229640485674 0.0012520575287100605 -0.0011769767004502394 -0.002198343165016135 -0.0013551451960181246 -0.0010899513218864678 -0.0018822493164334958 0.0019351034946219218 0.0019810230865114921 0.0013281182037375894 0.0016918967531269061 -0.0015861272697452709 0.0012460056108412236 0.00023356976369714395 0.0011917432608943481 -0.0024073047634229805 -0.0023171639781961466 0.00068746815470870038 0.0011942554063775826 0.00017462986074226513 0.0016810083196369251 -0.002411389563754127 0.0013505469407185595 0.00097614465954879131 -0.0009707208769637114 -0.0018151718478519002 0.00064635273430613293 -0.00099663865283967381
leaf_weight=2.878013393492437 2.6511572430608785 121.42583579824714 166.44008222594857 1.6453171847388146 3.5384133002953604 1.1929592824890267 1.946793022565543 4.2861527707427731 5.6953555882209939 0.61937488662079943 2.17948268726468 3.677499044686555 1.885835988447069 1.9731339020654548 2.9255559658631674 10.059348449110983 0.5576255492633212 2.8963730598334223 1.2691416377201665 2.8165653124451642 3.1368757048621774 1.6321014771237949 3.1945112887769929 3.3747562316711974 4.8308714088052538 3.4073076844215393 2.7454280722886324 4.4457133784890175 15.014069452881817 4.6444511935114834
leaf_count=266 56 2188 934 19 162 38 44 44 138 7 9 20 10 77 19 75 31 90 23 21 19 28 13 81 24 23 23 57 68 26
internal_value=0.000127889 -4.33547e-05 0.000214298 -0.00109959 -0.000406001 2.41347e-05 0.000340592 -3.88094e-05 1.62861e-05 -0.000367255 0.000201326 0.000128116 4.52481e-05 -0.000117919 5.19084e-05 -0.000195277 -0.00125433 -0.00182626 -0.000603845 -0.000147352 0.000206346 -0.000438266 0.000351615 0.000238952 0.000121204 -0.000784768 0.000107429 -0.00128084 0.000473669 0.000258186
internal_weight=388.986 130.454 258.532 7.83489 5.18373 122.619 172.473 86.0598 81.7737 26.6126 55.1611 52.9816 20.9172 19.0314 17.0583 14.1327 4.07337 3.454 6.0325 4.76336 50.1036 9.21469 40.8889 37.6944 34.0169 9.52749 6.15274 6.07781 24.4894 19.6585
internal_count=4633 2463 2170 237 181 2226 1022 1148 1104 447 657 648 309 299 222 203 128 121 88 65 382 104 278 265 245 127 46 85 118 94
is_linear=0
shrinkage=0.00192234


Tree=583
num_leaves=31
num_cat=0
split_feature=4 0 0 4 0 3 4 3 1 0 1 4 1 2 2 2 2 0 2 2 1 1 0 3 2 4 1 4 4 4
split_gain=0.328218 0.742953 0.96361 0.357609 1.36937 0.776951 0.71808 0.87986 0.687059 3.80145 1.92598 1.39711 1.36422 1.30342 2.95673 1.88519 2.74282 2.8698 2.61894 2.14296 1.831 2.99843 1.8791 1.18433 1.53582 1.10822 1.03161 1.49033 0.971053 1.52025
threshold=31.914316944300001 93.501885318850015 94.109476856350014 42.154118731400011 103.57284947555002 -0.225495 42.027798546600003 0.087795000000000026 63.910026677050006 87.261973998100004 62.154463517850012 35.119813570500007 64.630533455950015 -0.036264999999999999 -0.051199999999999996 -0.064729999999999996 -0.086139999999999994 86.264556031700025 -0.076544999999999988 -0.096559999999999993 62.020040611300011 58.309968391300011 85.769879735700016 0.085345000000000018 -0.063379999999999992 37.995872310650007 61.076391807500009 39.525197829750006 41.243661560350013 41.835830569250014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 10 -10 11 -2 -11 14 15 16 19 -18 -19 20 21 -13 25 24 -12 -23 -15 -28 -14 -30
right_child=3 2 -4 -5 5 -7 7 -9 9 12 23 13 28 26 -16 -17 17 18 -20 -21 -22 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.047689322354609452 0.03581332731481196 0.04669600369548791 -0.046691283963909765 -0.0011125086417523551 0.0082678972220663321 -0.035682980847227555 0.027344756278368267 -0.0023443064200581011 -0.052963800681133051 0.0363648625003897 -0.024458253201186296 0.022174251796052792 0.0016723955327560185 -0.017898138230075057 -0.041513910458949706 0.021279555034792039 -0.0031004302568375807 -0.069396393277694576 -0.011249361108960576 0.022057222306523426 0.012004753654921407 0.0046660057874921678 -0.0092825933610368883 0.028382307398865509 0.028017258926387113 -0.062445144753922925 0.039014028082823789 0.0076002143216239559 -0.021640612073425186 0.013029780117097918
leaf_weight=0.83290398865938076 2.2487988532520822 0.52907660603523254 0.34647875647715409 111.61056332713633 1.0459800477838146 2.808792240361071 4.6775096075143656 3.1756873559206724 2.5509258232195853 2.0073737427592269 2.2078934032469988 2.9008300099521858 89.04134239704581 2.1972964970627826 3.4610094353556624 6.8631417565047803 9.2883130423724634 3.1088732257485381 2.7804905846714973 9.1736468747258169 8.0507436320185644 0.54859479656443033 4.0347564276307821 9.4050345942378026 2.0272186435759059 3.1064090509898961 3.5458952458575395 14.831569375470279 8.3322014175355417 3.3641176614910355
leaf_count=81 26 3 138 2024 73 451 32 26 53 17 16 56 821 64 22 32 42 33 14 40 31 27 33 74 28 120 26 85 111 34
internal_value=0.000771115 -0.0182576 0.00974036 0.00087322 0.001945 -0.0237571 0.00243323 0.015339 0.00191368 -0.000471782 0.00471139 0.00201284 0.000831476 0.000984164 -0.00260732 9.35936e-05 -0.00328843 -0.0181728 -0.041944 0.00483346 -0.00364258 -0.0155373 -0.0297634 0.0197749 0.00066017 -0.0523722 0.010291 0.0136614 0.000123411 -0.0116686
internal_weight=320.103 1.70846 0.875555 318.395 206.784 3.85477 202.93 7.8532 195.076 105.296 89.7805 76.1404 102.745 73.8916 53.3168 49.8558 42.9927 15.1777 5.88936 27.815 18.6413 10.5906 7.68976 13.6401 4.23511 3.655 20.5748 18.3775 100.738 11.6963
internal_count=4633 222 141 4411 2387 524 1863 58 1805 1036 769 651 983 625 450 428 396 89 47 307 267 236 180 118 44 147 175 111 966 145
is_linear=0
shrinkage=0.0435304


Tree=584
num_leaves=31
num_cat=0
split_feature=0 0 1 2 3 2 3 4 0 0 2 2 4 0 0 4 1 0 2 4 0 0 1 3 2 3 0 0 1 4
split_gain=2.77242 2.48332 2.04131 2.04435 3.95631 3.41183 2.42499 1.96645 1.80306 1.50295 2.18954 1.46508 1.28286 1.57268 1.25249 1.22272 2.06096 1.22095 1.4047 1.28144 2.96418 2.14786 4.05331 1.74579 1.44505 2.55468 1.47678 2.57171 2.39223 1.76259
threshold=93.972365491700018 85.990333302400003 71.830224329350003 -0.056184999999999992 0.089505000000000015 -0.10040499999999999 0.090665000000000009 37.232443001650005 97.886760529650019 94.770837556450019 -0.040509999999999997 -0.61402999999999996 44.279556297950009 91.625341543800019 90.490812212800009 44.279556297950009 75.180043159850015 85.931187223550012 -0.074029999999999999 41.873095646600007 85.823648898300021 85.121961326250016 61.546871980350012 0.10876000000000002 -0.082654999999999992 0.10214000000000002 85.799452775150016 85.431134011250023 61.076391807500009 48.393869453650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 3 4 -2 -6 -7 -4 15 10 -5 -10 -3 14 -14 -9 -17 19 -19 21 23 22 -1 24 26 -26 27 28 29 -21
right_child=2 12 7 9 5 6 -8 8 11 -11 -12 -13 13 -15 -16 16 -18 18 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00028674243411944258 -0.0017455921475627665 0.00042798972111112631 -0.0010257590874619038 0.0007843523885736059 0.00086024828647994023 0.0011193648570446066 -0.0023320905731247996 0.00059649335751596553 -0.0022528818150317018 0.00078098041325628175 -0.0024636382311752593 -4.4874748359705691e-05 -0.00086485436720768968 -0.0022692189169563103 0.0013651506295089399 0.00046372034005340946 -0.002391327638387192 -0.0023879479071566454 -0.00012086737421344567 -0.0021745201379311302 -0.0024900578002292014 0.00061541794414240558 -0.0019052938608371539 -0.0023005276994290647 -0.0014465413638564168 0.0014964706537367093 0.0017381132280371058 -0.00085715078815900051 0.0013918328788836997 0.00021273375798678819
leaf_weight=12.620249581639657 10.27575282612816 162.21306683123112 6.3023227968369602 1.563293304294348 6.396167254075408 1.0571090374141912 3.0143753606826067 31.188689226517454 1.1753465610090632 6.2273277034983039 1.6299529923126082 67.969406107236864 2.2280641896650191 1.4749844027683137 1.712650815490633 2.8274934208020559 1.4813658009516073 1.7433047629892824 2.6450961250811806 1.3744985744706415 2.0987520143389693 26.68362229783088 4.3649095912696785 1.3237429941073049 5.3048829227918786 1.4423102214932439 2.1957301795482627 7.9828434083610764 6.8091147942468515 8.8150240350514633
leaf_count=227 251 937 383 7 46 8 56 164 33 44 43 1295 44 49 12 40 66 30 14 79 27 127 167 29 189 6 7 85 98 70
internal_value=0.00013519 0.000257997 -8.5024e-05 -0.000537313 -0.000881316 -3.28836e-05 -0.00143596 3.79459e-05 0.00010201 0.000220154 -0.000873544 -8.24072e-05 0.000396648 -0.000542125 0.000104315 0.000461231 -0.000517832 -1.41439e-05 -0.00102147 4.04203e-05 -0.000226236 0.000268473 -0.000276575 -9.14434e-05 -5.24408e-06 -0.00081743 0.000196395 6.08862e-05 0.000492012 -0.000109291
internal_weight=394.141 253.033 141.109 30.164 20.7434 10.4677 4.07148 110.945 104.642 9.42057 3.19325 69.1448 167.629 5.4157 3.94072 35.4975 4.30886 85.4041 4.3884 81.0157 37.3469 43.6688 16.9852 35.2481 33.9244 6.74719 27.1772 24.9815 16.9986 10.1895
internal_count=4633 2197 2436 455 361 110 64 1981 1598 94 50 1328 1042 105 56 270 106 1155 44 1111 590 521 394 563 534 195 339 332 247 149
is_linear=0
shrinkage=0.00196078


Tree=585
num_leaves=31
num_cat=0
split_feature=1 0 0 4 3 0 3 0 1 3 3 3 3 3 0 1 0 0 4 4 2 2 2 0 2 2 1 3 3 3
split_gain=0.299607 0.308076 1.05615 3.72806 1.99269 1.02775 1.00536 0.91288 1.11541 1.3876 0.734239 1.06262 1.07719 1.47399 1.05026 1.21888 1.58617 0.937617 0.929556 0.911279 0.726329 0.666012 1.663 2.0125 1.86106 1.55823 2.31868 1.3339 1.84545 1.50175
threshold=90.937096262400004 85.990333302400003 85.823648898300021 40.518963363600001 0.10646500000000002 85.732241321850012 0.098085000000000019 86.135510041400025 62.116825104000007 0.092015000000000027 0.11768500000000003 0.10176000000000003 0.083395000000000011 0.08326500000000002 78.252950803000019 61.982402197500001 85.705356740550016 85.307464937250003 40.767054867700004 39.788107623550012 -0.44343499999999997 -0.06828999999999999 -0.054875 93.972365491700018 -0.057599999999999998 -0.075639999999999999 65.509659264600018 0.12376500000000003 0.11360500000000003 0.10052500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -7 8 9 -3 11 12 13 -1 -14 17 20 18 -16 -13 -17 25 23 -23 -25 27 -27 28 29 -9
right_child=-2 7 3 4 -6 6 -8 21 -10 -11 -12 19 14 -15 15 16 -18 -19 -20 -21 -22 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00058993382780715828 -0.01886267332437867 -0.015637983319050339 0.01092687589412842 -0.055762132749277979 0.0036213400208514233 0.024859524954704677 -0.0033401473571799227 0.0016527403705721786 0.037319486812587344 0.022289955882383736 -0.02869973493076932 0.00026304341316084378 -0.05019079735278769 0.051422442026048905 -0.01031451834773248 0.0079309320309227035 0.039312584270925877 -0.016417661231268959 0.029699754760906218 0.032800618639590183 -0.053906156855182144 0.030417614793584583 0.0018227021717666817 -0.056911195569593113 0.033199947026744211 -0.056072489785800948 -0.0032257175995799299 -0.022824266631047495 0.03717288945301598 -0.018786616048218002
leaf_weight=22.056159471452705 1.6459891778758891 3.7129189446568471 6.2960963230580074 4.4623696208000183 1.6523734908550975 6.6425428576767427 4.5430332683026791 115.69336396957442 3.2433174699544898 4.6193194705992937 2.1245466768741599 4.0297432243823996 1.5186891541816283 1.2274043634533871 2.1513402089476568 0.47690174728631829 0.56593348830938328 4.3971129925921559 2.9210032615810633 3.3753758526872844 2.7013681793469018 8.922636002302168 83.230893114814535 1.2112670280039304 0.82032365608029056 2.6538543105125418 5.329929928528145 5.149400666836299 2.9654243158583986 8.2156999365542998
leaf_count=618 554 22 29 59 13 29 25 1568 27 22 32 29 64 5 29 59 2 39 21 29 73 51 909 53 9 23 51 60 27 102
internal_value=0.00079496 0.000897059 -0.00177998 -0.0140241 -0.0397151 0.000807403 0.0134062 0.00167197 0.0143355 0.00538893 -0.00215659 -0.000915048 -0.00403349 0.00215192 -0.0138092 -0.00962769 -0.03194 -0.00080546 0.0127284 0.0150942 -0.0446275 0.00104605 0.00404958 0.0209696 -0.0205258 -0.000974469 -0.0207923 0.000223959 0.00115941 0.000297524
internal_weight=318.556 316.91 71.142 12.4108 6.11474 58.7312 11.1856 245.768 11.5756 8.33224 47.5456 45.421 38.0159 23.2836 14.7323 13.2137 3.7442 9.46946 5.07234 7.40512 3.17827 234.193 94.1851 10.9542 2.03159 140.008 7.98378 132.024 126.874 123.909
internal_count=4633 4079 1155 101 72 1054 54 2924 71 44 1000 968 910 623 287 223 134 89 50 58 132 2853 1022 113 62 1831 74 1757 1697 1670
is_linear=0
shrinkage=0.0461948


Tree=586
num_leaves=31
num_cat=0
split_feature=4 4 2 3 1 1 4 0 4 4 3 2 2 2 0 1 4 4 1 3 2 2 0 4 4 1 0 0 1 0
split_gain=0.303602 1.23692 1.09659 1.1898 1.29582 0.914081 0.813007 1.71499 1.06525 0.873767 0.756312 0.828852 0.801449 0.657517 0.636563 2.66676 2.0192 2.53614 1.8763 2.28584 1.35272 1.59781 1.34056 1.07167 1.7887 1.42885 1.6389 1.05552 0.966286 1.42956
threshold=42.783136484500005 42.982930821650008 -0.080869999999999997 0.092385000000000023 62.165217350350012 83.75622459600001 42.684965421050009 86.866770652900016 42.720329370750001 42.620627117000005 -0.225495 0.20852500000000004 0.22387500000000005 -0.17605999999999999 87.261973998100004 64.369753017350021 42.243697547450004 42.431220712750012 63.910026677050006 -0.13578999999999999 -0.071969999999999992 -0.088880000000000001 85.799452775150016 41.972095654800007 41.489621506400006 75.424692849750016 98.752444047600008 86.866770652900016 62.116825104000007 88.350799540950007
decision_type=2 2 2 2 2 2 2 2 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 -8 14 13 -12 -13 -7 16 20 18 -18 27 -20 21 -16 -19 24 -17 -26 -27 -1 -22 -30
right_child=1 -3 -4 -5 -6 10 7 -9 -10 -11 11 12 -14 -15 15 23 17 22 19 -21 28 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.002720234491707667 -0.056695595947338168 -3.4241513255561417e-05 -0.045845635737771326 0.018084656956708686 -0.00045186485503981999 0.032841231603490111 0.039759544025418106 -0.016771158092665592 0.0040327408698817846 -0.019880196359877381 -0.044607781248690262 0.046410531438988871 -0.044249620755310012 -0.04374416605312325 0.018766901601916925 0.00097953389166762525 -0.063520721491445609 0.015528414527222768 0.012971121342644356 -0.059573945518922526 0.046152725054370916 -0.01851453060528175 -0.035523510454652928 0.011158269195308549 -0.042626659486655394 0.024678509127517286 -0.028993499641114105 -0.018084702792317473 -0.003266803887926527 0.038489499163267868
leaf_weight=76.91547411767533 1.2156690973788502 70.61989373335382 1.8157884570828162 1.7770629849983377 1.5917350373929364 0.69145224304520525 3.618950739502905 2.1655062576755881 2.2946505723521113 3.2554217928554854 1.9134249121816531 0.39036886114627112 0.283021342344 0.25938383024185929 5.9555480629205704 94.626148634532001 1.9032256632926863 2.154556192515884 1.2033789521083238 1.8610903650405806 3.4893865883350355 2.8647517785429972 1.4464949294924734 15.33565408317372 2.8989016870036712 1.7598571889102461 2.0991064934059978 4.3343915790319434 2.6361252218484879 2.8941859006881714
leaf_count=750 23 1506 37 13 19 30 60 24 21 40 441 2 59 50 40 1005 36 34 20 46 24 29 19 140 39 19 30 30 14 33
internal_value=0.000640779 -0.00159918 -0.0188665 -0.00818083 -0.0248067 0.00136187 0.00167249 0.01446 0.0258965 0.00121864 -0.0193344 -0.0308333 0.00830668 0.0119491 0.00152475 0.0033098 -0.00114947 -0.0252208 0.000421976 -0.0310864 0.0180805 0.00665824 -0.00497847 0.00105217 -0.000476513 -0.0208646 -0.0045167 0.00161037 0.0292503 0.0185856
internal_weight=316.271 77.0201 6.40026 4.58447 2.8074 239.25 235.713 8.07911 5.9136 227.634 3.53765 2.58682 0.67339 0.950836 224.378 134.56 89.8186 5.50428 84.3143 3.06447 17.84 8.8203 3.60105 116.72 101.384 6.75787 3.85896 81.2499 9.0197 5.53031
internal_count=4633 1598 92 55 42 3035 2453 105 81 2348 582 502 61 80 2308 1373 935 89 846 66 140 69 53 1233 1093 88 49 780 71 47
is_linear=0
shrinkage=0.0410197


Tree=587
num_leaves=31
num_cat=0
split_feature=4 0 0 4 4 3 4 2 0 0 0 3 2 0 1 2 4 2 0 0 1 4 1 1 2 1 3 3 3 3
split_gain=0.286388 0.667477 0.867937 0.304882 2.11356 1.77767 1.05882 1.18562 1.40243 1.05793 2.10866 2.03798 1.59889 1.34147 0.978769 0.806783 0.785406 2.61373 1.5187 2.83161 0.987531 0.891016 0.84947 0.783854 0.761549 2.48441 2.54854 1.1259 0.718795 1.82258
threshold=31.914316944300001 93.501885318850015 94.109476856350014 36.558960102350007 37.041406607950009 0.090465000000000031 37.765550062200006 0.19977000000000003 91.109157582800023 89.861713010250014 91.886121982450007 0.077990000000000018 -0.23265499999999997 93.72771580185001 69.545034918450014 -0.047144999999999999 38.751720283100006 -0.14510999999999999 90.189704902150012 94.770837556450019 71.246828915000023 38.238138001450004 75.499969677400017 78.381996793250025 0.23643500000000003 68.20618276945001 0.081515000000000018 0.097005000000000022 0.088145000000000015 0.088890000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 9 5 14 7 8 -6 11 -11 12 -2 -12 -5 -10 17 -8 -19 -20 -21 -22 -23 -15 28 -26 -27 -28 -18 -30
right_child=3 2 -4 4 6 -7 16 -9 15 10 13 -13 -14 23 -16 -17 24 18 19 20 21 22 -24 -25 25 26 27 -29 29 -31
leaf_value=-0.045588080917043104 0.033365605919526108 0.044579503259096508 -0.044677908573101208 -0.076121680666909164 0.025362717868096404 -0.0035145530254807622 -0.058143229147627574 0.040386353244378302 -0.035118488263656926 -0.033838305061843738 0.027882232172295279 0.027670070747683684 -0.037736265940701723 0.00082627708437781327 -0.023305570150428143 0.0042020577428919601 0.0034433056939653221 0.015239290045220412 -0.041022404535673476 0.041069217014558741 -0.034769018662635306 -0.014730871573807605 0.026641463912404694 -0.044371943736622871 -0.045663644148894456 0.027311607418141742 -0.048859316405629669 0.00075859025056715314 -0.023266103283259888 0.00016917669381253663
leaf_weight=0.75328592339064815 0.80134598910808597 0.48283660411834717 0.31522491612122394 1.3312208172865205 3.4766909498721343 2.9144008054281585 1.6707669668976475 2.3356733471155167 1.512155555203208 2.9025112809613338 3.4374598460271937 6.9951827954500914 1.7912534622009859 6.2289685948053375 1.1404321785084901 2.3073500543250702 132.20883225002035 5.2099812571541397 3.77401205152273 1.1096504889428613 1.1522868946194647 1.6059032306075098 1.8927596446010282 0.7528915845141454 2.5906208329834026 3.4922596481046639 1.6217493903241122 1.5811054289806632 6.1319679849548256 110.44095282281341
leaf_count=81 3 3 138 20 31 39 57 11 67 22 18 62 64 80 33 20 2212 36 34 6 51 10 34 142 56 49 40 31 128 1055
internal_value=0.000592804 -0.0173397 0.00932388 0.000681852 0.000314164 -0.0256507 0.000806388 0.0144415 0.00613598 0.0053282 -0.00229941 0.0159265 -0.0157594 0.00648638 -0.0517521 -0.0113651 0.000327919 -0.00854616 -0.00292612 -0.0128522 0.00560326 -0.00285842 0.00765136 -0.00404769 0.000892388 -0.0108722 0.00259011 -0.0243652 0.0013315 -0.00106357
internal_weight=313.962 1.55135 0.798062 312.41 289.501 5.38605 284.115 9.63187 7.2962 22.9096 13.3218 9.58778 2.5926 10.4193 2.47165 3.81951 274.483 16.4154 14.7446 9.53461 5.7606 4.65095 3.49866 6.98186 258.067 9.28574 6.69511 3.20285 248.782 116.573
internal_count=4633 222 141 4411 4020 92 3928 129 118 391 262 129 67 240 53 87 3799 228 171 135 101 95 44 222 3571 176 120 71 3395 1183
is_linear=0
shrinkage=0.0418401


Tree=588
num_leaves=31
num_cat=0
split_feature=4 0 0 2 1 0 4 0 2 4 2 1 2 1 4 2 0 0 2 4 1 1 3 3 2 4 3 3 2 2
split_gain=1.77579 2.94996 2.10193 1.92143 2.05926 4.32389 1.91924 2.24588 2.12888 2.08612 2.08014 1.77624 4.23448 3.43984 1.88685 1.77266 1.7634 3.84503 3.01857 2.22317 1.61414 3.24598 2.77452 2.6918 2.69137 1.60551 1.43237 3.80497 1.42991 2.8978
threshold=42.154118731400011 104.03526427400001 75.381677519650012 0.70681500000000008 64.369753017350021 88.350799540950007 41.976795488650005 89.237990724000014 -0.10771499999999999 41.489621506400006 -0.11334499999999999 62.245871094250013 -0.093604999999999994 62.154463517850012 39.525197829750006 -0.14314999999999997 86.393602021950016 86.904409066750006 -0.082275000000000001 42.498713093000006 64.730006406800015 62.084563606450011 1.0000000180025095e-35 -0.144095 -0.11534 41.243661560350013 -0.25098999999999999 -0.53179999999999994 -0.011849999999999999 -0.0025899999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 4 5 11 7 8 -6 -9 -11 13 -13 14 -4 -16 18 -18 19 -2 21 22 23 26 -23 -1 27 -21 -20 -30
right_child=16 -3 3 -5 6 -7 -8 9 -10 10 -12 12 -14 -15 15 -17 17 -19 28 20 -22 24 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0020525014353793454 -0.0018160065501356957 -0.0012994704361685998 0.0008570136090032273 0.0018578094589387377 -0.0032454661467183699 0.0017887868998841883 0.001225574822697293 0.00015125619860912028 -0.00028753047277663824 0.00061085564099507038 -0.0015290355107043139 0.00050215711102427412 -0.0026174083809949165 0.0015676637628212187 -0.0010117486519631684 0.00022896942553891735 0.0010840200253735841 -5.4876153356049608e-05 -0.0018298724540855538 0.001016039159536047 0.0014782079937149778 0.00012206214366792432 0.00069944093329814651 -0.002232416003200914 -0.0027714043588246348 0.0010624066748221377 0.0010683971295284797 -0.0026276145456007069 0.0017977883576057116 -0.0015747153252669585
leaf_weight=2.559261985472403 2.6633501388132563 4.8071600091934661 17.990477949380875 2.905800897628068 1.5187595812603834 8.514886721968649 5.390206476673483 108.31132419436472 2.4358095803763709 2.5179474949836731 5.7004914311692101 4.7598881165031344 2.5794913591817012 8.9071101471781713 4.7436377238482228 66.389313599094748 13.211032077670096 83.001582976023201 6.6774609449785203 2.351731296395883 2.7720239870250216 2.1719134710729122 16.134162676520646 2.8297767641488507 2.8679665559902778 0.8466408101376145 2.9742368068546066 2.0733258642721921 1.5183625668287275 2.7602892424911243
leaf_count=217 28 614 103 28 23 53 35 883 36 17 68 36 29 48 69 317 99 1319 92 21 18 66 96 80 32 33 17 36 5 115
internal_value=0.000122131 0.000221752 0.00025147 0.000272939 0.000253731 0.000444775 8.08842e-05 2.96732e-05 -0.00142353 7.89893e-05 -0.00087342 0.000336166 -0.000594242 0.000405824 0.000289709 0.00014623 -5.14211e-05 0.000101507 -0.000359271 -9.05398e-05 4.393e-05 -8.2677e-05 0.000192953 -0.000605922 -0.00152448 -0.0012782 1.61118e-05 -0.000691166 -0.00126285 -0.000377917
internal_weight=394.885 250.878 246.071 242.665 239.759 113.885 125.875 120.484 3.95457 116.53 8.21844 105.37 7.33938 98.0305 89.1234 71.133 144.007 96.2126 47.7946 36.8385 34.1751 31.4031 26.3632 10.2291 5.03988 3.4059 7.39929 4.42506 10.9561 4.27865
internal_count=4633 2609 1995 1745 1717 655 1062 1027 59 968 85 602 65 537 489 386 2024 1418 606 394 366 348 250 154 98 250 74 57 212 120
is_linear=0
shrinkage=0.00196078


Tree=589
num_leaves=31
num_cat=0
split_feature=4 0 4 2 0 1 0 0 3 2 4 1 2 4 3 2 0 0 4 1 1 4 4 0 1 1 0 4 3 1
split_gain=0.308621 1.12433 0.95437 0.937482 0.768395 2.41094 0.886795 0.995345 1.27308 1.52173 0.815263 1.55453 2.27331 1.80158 0.782497 0.750017 1.55019 1.87536 1.83947 1.89229 1.66182 1.62905 2.64357 1.43405 2.4828 2.12187 1.65693 1.46226 1.24671 1.87049
threshold=42.081757894750005 104.03526427400001 42.027798546600003 -0.18437499999999998 85.121961326250016 61.546871980350012 85.799452775150016 85.705356740550016 0.082855000000000026 -0.08725999999999999 35.119813570500007 58.309968391300011 -0.016014999999999998 39.476991512000005 0.10307000000000002 -0.13734499999999997 86.345209775600011 86.904409066750006 42.431220712750012 62.116825104000007 62.111448187750007 43.847983878700006 43.067541470150012 104.86330937810001 81.210254746450019 80.13218303615001 97.789976036950009 42.431220712750012 0.082535000000000011 61.944763783650011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 10 7 8 -6 -10 -1 13 -13 -12 -7 -2 18 20 -17 21 -18 22 -20 24 25 26 -19 -28 29 -23
right_child=15 3 -4 -5 6 14 -8 -9 9 -11 11 12 -14 -15 -16 16 17 23 19 -21 -22 28 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.03367908194941141 0.0046852273526304423 0.0087193562041124086 0.02468144380958983 -0.052953411910598734 0.032820241971590107 -0.065666711672432071 0.0015364464087822523 0.027742512276281633 -0.045273452847645584 0.0083412577234971436 -0.036904462361806126 -0.063447431594138334 0.022447197266694981 0.037879998917574917 -0.015173148396982569 -0.060517210253483 0.0033763333495237871 -0.0049462670271939293 -0.001412968863819132 -0.047807545330118904 0.046324845606784321 0.035461210043898926 -0.060234387048990222 0.017578870847837654 -0.06014865999675334 0.030040726386172042 0.015894505619738153 -0.060362377015249088 0.029121652685840577 -0.068825491138769651
leaf_weight=1.8275299622328001 35.806531584676122 1.01095395923403 4.8613750245422116 1.7528009324923903 2.5065379990264791 2.1510823925491418 163.45780174105312 7.4518673196434966 2.1171276569366464 3.939549356698989 1.1694260062649844 2.0586291737854485 1.312562881503254 2.9562337362440303 1.2695428496226666 2.1479068969492827 5.840383652597664 29.094373822270427 7.5568881246144937 3.0500759482383719 3.9141976907849312 0.83176651695975923 2.6967776033561677 6.8061035202117628 2.2219623775454229 4.0818636631593099 0.86412590183317606 2.6914560898439959 4.8140675453469157 0.9681222690269351
leaf_count=79 802 161 30 447 25 164 1418 26 26 28 52 41 14 55 9 53 27 373 101 57 63 34 85 239 84 20 10 70 25 15
internal_value=0.000704817 0.00191072 0.00236375 -0.0303941 0.00179931 -0.0103016 0.00265864 0.0141123 0.00225106 -0.0103999 0.00313407 -0.00431198 -0.0300046 0.0166822 -0.0469264 -0.00142057 -0.00423866 0.000306677 -0.0156742 -0.0108384 0.0206102 -0.00415345 -0.0168834 -0.0040214 -0.00779545 -0.00462853 -0.00896284 -0.0418294 0.0155818 -0.0206324
internal_weight=313.23 199.843 197.079 2.76375 192.218 12.745 179.473 16.0151 8.56322 6.05668 9.32438 7.49685 3.37119 4.12566 3.42063 113.387 77.5801 55.5145 22.0656 19.9177 9.75458 16.8676 10.2537 45.7599 38.9538 36.7318 32.65 3.55558 6.61396 1.79989
internal_count=4633 2575 1967 608 1937 414 1523 105 79 54 241 162 55 107 173 2058 1256 886 370 317 90 260 186 796 557 473 453 80 74 49
is_linear=0
shrinkage=0.0510028


Tree=590
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 2 2 4 4 0 1 0 2 2 2 0 4 0 4 2 3 2 3 0 0 3 3 2 3 3
split_gain=2.26369 2.4472 2.0889 2.57851 1.6058 4.047 2.07934 1.99185 1.52408 1.42961 1.99098 1.41437 1.35274 1.25912 1.23005 1.21207 1.15261 2.70388 2.30146 1.94785 1.56871 1.41487 2.87144 1.49474 2.08729 3.01484 3.68347 1.65983 2.68147 1.76438
threshold=93.972365491700018 85.990333302400003 96.631250582750013 97.789976036950009 -0.070854999999999987 -0.14008999999999996 0.075080000000000022 45.458122212500008 44.279556297950009 94.770837556450019 70.128430332750014 91.625341543800019 -0.61402999999999996 -0.17605999999999999 -0.15397999999999998 90.490812212800009 41.873095646600007 85.823648898300021 41.257948413050009 0.17437500000000003 0.10876000000000002 -0.082654999999999992 0.10214000000000002 85.799452775150016 85.431134011250023 1.0000000180025095e-35 -0.144095 -0.23353499999999996 -0.23921499999999998 -0.53179999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 5 7 9 -2 -3 10 -6 15 -5 -9 -15 -10 18 20 19 -1 21 23 -23 24 25 26 27 28 29 -18
right_child=2 8 3 12 6 -7 -8 13 11 -11 -12 -13 -14 14 -16 -17 17 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00026263756874777649 0.00074851927836707842 0.00042112523098119956 0.00056403790560298971 -0.0021663948575839846 0.00074826547208292919 -0.0014683291160703272 -0.0015582891009809229 -0.0024160291568216738 -0.00090793836728233156 0.00092488740591771415 -0.0023872186245813215 -0.0022286424487254395 -7.3909549991634578e-05 0.0024675839512447659 -0.0020030505045008254 0.0012617559289468769 0.00025160659686801896 -0.0023026910780349821 0.00087557614830474422 0.0011242054240024684 -0.0022375119006827569 -0.0014904538666081191 0.0015251041554107461 0.0017146812839808634 -0.0008275683873245445 0.0013417470719010395 -0.0022146323247498757 0.0015080970655613258 0.0017764544288901654 -0.0025707330492251508
leaf_weight=28.668671694584191 6.651315850671379 158.87193042552099 29.33146648760885 1.1590459129074577 1.6780201941728576 12.931978632230313 2.3216994039248666 1.4541670577600601 2.3157989083556454 7.1740488093346357 1.3508080802857874 1.4665739323245359 76.268089439210598 0.50603973865509044 0.41307281132321783 1.6149739155080167 1.5005395151674781 2.2632865644991389 12.920343678910283 4.3043877193704239 1.2654944066889573 5.3892752175452214 1.4893420152366159 2.0543952435255042 7.6707247151061884 7.1033766781911245 2.700911556370559 3.0127560868859291 1.5509321503341191 1.8008868139004333
leaf_count=452 56 937 164 53 9 269 30 36 44 38 36 49 1693 1 51 12 19 38 72 30 29 189 6 7 85 97 75 12 8 36
internal_value=0.000140037 0.000250682 -5.42154e-05 7.86463e-05 -0.000465574 -0.000778891 8.36946e-05 0.000209053 0.000386996 0.000457334 -0.000650109 -0.000617594 -0.000105233 -0.00130285 0.000458366 -1.65107e-05 -1.6863e-05 -0.000265427 0.000187876 -8.15955e-05 -0.000135683 -5.80757e-05 -0.000837532 0.000137642 9.78664e-06 0.000373303 -0.000277767 0.000387361 -0.000308488 -0.00128794
internal_weight=389.204 247.965 141.24 106.759 34.4812 21.9566 12.5246 9.0246 164.269 10.2029 3.02883 5.39735 77.4271 2.37328 0.919113 3.93077 83.6953 37.8019 45.8934 32.9731 35.5386 34.2731 6.87862 27.3945 25.3401 17.6694 10.566 7.86511 4.85236 3.30143
internal_count=4633 2197 2436 1910 526 413 113 144 1042 83 45 105 1746 88 52 56 1155 601 554 482 563 534 195 339 332 247 150 75 63 55
is_linear=0
shrinkage=0.00192234


Tree=591
num_leaves=31
num_cat=0
split_feature=4 4 3 4 3 3 0 2 1 1 4 4 0 1 4 4 0 0 1 1 2 2 4 1 0 0 2 2 3 1
split_gain=0.336279 0.784684 1.33979 1.27641 0.978574 0.846145 0.897338 0.77137 0.822551 0.75251 0.970823 0.735498 0.675317 0.656428 1.31556 1.54857 1.20415 1.13034 1.24311 1.01562 1.01716 0.99051 0.810307 0.808409 1.45365 1.28456 2.22778 1.59209 1.78142 1.24931
threshold=49.064150740050003 47.927946529500012 -0.23921499999999998 46.095286511800005 -0.15544999999999998 0.076130000000000017 96.324766355850002 -0.15734499999999998 87.143681840350013 55.855406118200008 49.960114208400007 47.079243513300007 97.32487278035002 81.339300736700025 44.749265482150008 39.198779702000003 103.57284947555002 104.61328277200001 82.815264250350012 80.13218303615001 0.063030000000000017 -0.59238000000000002 36.772607578000013 78.962703749400006 101.91675926715001 99.013224486300018 -0.084729999999999986 -0.094409999999999994 0.098950000000000024 74.927328095600004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 -7 8 9 -2 -11 -5 -13 16 15 22 19 21 -19 23 -21 -17 -15 24 25 29 27 28 -27 -1
right_child=7 2 4 11 5 6 -8 -9 -10 10 -12 12 -14 14 -16 17 -18 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00057630117904283024 0.010577039513903977 -0.021794457598535395 0.053349070488751572 -0.052201427130238766 -0.010756985436900398 0.045522869672977168 0.0015970573459289357 -0.034168748716876259 0.027353373986007221 -0.058725694398620763 -0.00048808001701026803 -0.032399108981722415 0.017312750559750425 -0.051376809436134353 0.033946688329863868 0.006972214462524275 -0.0367330802346197 0.031171854283415831 -0.02736390904778168 0.031528643709036873 -0.00058873490689078495 -0.057092399971844426 0.020427502760751684 -0.027497040809261596 0.03462280741469239 -0.048029071648377955 -0.047210251376162367 0.035431190508636891 0.021893466976029625 0.013407657720977025
leaf_weight=224.88997073151404 2.2615410536527634 2.1218389896675935 1.9872886035591353 1.6807288467534807 2.3659823331981888 2.6031393352895975 2.1015346888452768 2.2506801058188994 1.9219645465491337 1.355911997612566 1.5157127762213347 1.5342744861263784 1.2317803352489134 0.44746685540303532 1.5221766419708718 0.73270312696695317 2.0530746742442707 1.3206261321902273 2.8968768340419047 5.583069669082759 4.4152088202536106 3.419418854871763 3.2252428739375318 2.4472790247527874 3.24710310116643 2.1194641341571701 3.7297734972089511 2.2347050961107016 1.5977624803781507 20.719969078723807
leaf_count=2512 23 24 10 65 31 18 33 223 41 28 30 37 44 242 15 9 91 21 377 29 29 124 140 38 38 55 85 12 17 192
internal_value=0.000682006 0.000970276 0.0139702 0.000470923 0.0223481 0.0136349 0.0259016 -0.00868027 -0.000549109 -0.0109964 -0.0279865 -0.0261133 -0.0102614 0.000883392 -0.00985297 -0.0153893 0.00141677 -0.0272674 -0.00903461 0.00170581 0.0173457 -0.0457873 0.0116792 0.00110665 0.00137741 0.000954555 -0.0169103 0.00207713 -0.0179745 0.00165877
internal_weight=311.534 302.228 11.1798 291.049 9.05794 7.07066 4.70467 9.30581 7.05513 5.13317 2.87162 4.44678 2.76605 286.602 13.5645 12.0423 273.037 8.36962 4.2175 270.984 9.99828 4.15212 3.67271 260.986 258.539 255.292 9.68171 5.95193 3.71723 245.61
internal_count=4633 4288 116 4172 92 82 51 345 122 81 58 146 81 4026 928 913 3098 531 398 3007 58 133 382 2949 2911 2873 169 84 72 2704
is_linear=0
shrinkage=0.0500028


Tree=592
num_leaves=31
num_cat=0
split_feature=1 0 3 4 0 0 2 2 3 3 3 1 4 4 4 2 2 2 4 1 0 3 3 2 4 1 4 3 2 2
split_gain=1.72533 2.02449 1.58034 1.55194 1.53382 1.7136 1.66874 3.27294 2.4589 1.87162 3.81781 1.82432 1.71978 1.57797 3.09752 1.48646 1.31974 2.21848 1.69222 1.4864 1.31718 1.27104 3.45 2.24846 1.68699 2.87533 2.03187 1.84746 1.55031 2.37732
threshold=69.873026810350026 85.990333302400003 0.4149000000000001 44.279556297950009 96.631250582750013 97.886760529650019 0.075080000000000022 -0.070854999999999987 -0.20885999999999996 0.090465000000000031 0.092895000000000019 70.940344688150006 37.500638522700008 43.61821939175001 43.663128814500006 -0.61402999999999996 -0.14314999999999997 -0.58319500000000002 42.527280425250005 75.424692849750016 85.931187223550012 0.08759500000000002 0.090235000000000024 -0.088880000000000001 41.489621506400006 65.765062787050013 43.157831852650006 0.097645000000000023 -0.22386500000000001 -0.102645
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 4 21 6 16 7 8 -2 13 -11 -9 -8 -10 -15 -7 17 -6 19 -18 -1 28 23 -23 25 -24 -26 -27 -3 -30
right_child=2 3 -4 -5 5 15 12 11 9 10 -12 -13 -14 14 -16 -17 18 -19 -20 -21 -22 22 24 -25 26 27 -28 -29 29 -31
leaf_value=4.475262529866107e-05 0.00057596623642435527 -0.00027925045714121695 -0.0021383059354256762 -0.00058827517560008816 0.000913646538234428 -0.0021895076063274226 0.00031064142449178071 0.00123356444578893 -0.0022880996885662379 0.0010428430170821728 -0.0015704815952863056 -0.00022892798678363183 -0.0022756145139505583 0.0029686454241812841 -0.0014717198470899789 -1.4492254744188139e-05 0.00052706675712820103 -0.0015462579953875427 -0.0003963963339881938 0.0016087436352606669 -0.0010407382246688944 0.00011447103295553317 0.00091164566266190158 -0.0014921855901920713 -0.0002674694109842559 0.00069837276705394006 0.0011434619740695409 -0.0009318347663725174 0.0012757177376898901 0.00045249478054211272
leaf_weight=76.258686282497365 4.5916540976613751 6.8592971656471482 1.2548335643223243 5.9418044257909051 2.5035042706876993 1.1338482451828884 1.3372845165431488 6.760516298003493 4.9287138197105431 3.8033354897052041 4.1544607087853365 5.4894142057746649 2.8800982254324481 0.68147271871566806 3.0797937752795406 71.134282748840633 12.618163254112011 2.7137831212021437 4.26031635608524 7.0242283232510081 4.1886605061590663 6.2086427770555019 31.267452195286751 6.1668873112648708 19.234139811247591 4.2714600861072523 4.4672928228974333 5.8518557548522949 16.724655345082283 48.86108754016459
leaf_count=1104 39 45 44 84 15 49 11 58 112 21 84 45 77 1 184 1637 60 33 29 35 44 33 145 52 122 23 15 31 71 330
internal_value=0.000132736 0.000231039 -3.27738e-05 0.000356368 -1.37789e-05 0.000106913 -0.000338301 -0.000197605 -0.000645051 -0.000981822 -0.000321474 0.000578195 -0.00145554 -0.00158653 -0.000667207 -4.86171e-05 0.000492896 -0.000365878 0.000680342 0.00091388 -1.17657e-05 0.000393809 0.000225993 -0.000686147 0.000399412 0.000629004 -1.53428e-06 -0.00024398 0.00057326 0.00066242
internal_weight=376.652 236.302 140.35 155.855 139.095 101.388 37.7067 33.4894 21.2394 16.6478 7.9578 12.2499 4.21738 8.68998 3.76127 72.2681 29.12 5.21729 23.9027 19.6424 80.4473 149.913 77.4677 12.3755 65.0922 41.3908 23.7014 10.1233 72.445 65.5857
internal_count=4633 2099 2534 951 2490 1858 632 544 441 402 105 103 88 297 185 1686 172 48 124 95 1148 867 421 85 336 199 137 54 446 401
is_linear=0
shrinkage=0.00188464


Tree=593
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 2 2 2 4 3 4 0 1 1 2 2 3 1 4 0 3 4 3 3 3 1 3 3 2 3
split_gain=1.66632 1.91893 1.87677 2.3308 1.78544 1.57394 3.54606 2.27784 2.10863 1.58849 1.45965 1.36477 1.64675 1.28723 1.6796 2.61931 4.71236 2.75801 4.00118 2.08996 1.9541 1.97774 1.81182 1.62757 2.38019 2.11072 2.79031 2.44458 1.54041 1.38952
threshold=93.972365491700018 85.990333302400003 96.631250582750013 97.789976036950009 -0.61402999999999996 -0.14008999999999996 -0.070854999999999987 0.075080000000000022 44.701063782750005 0.076615000000000016 44.279556297950009 94.770837556450019 70.128430332750014 78.196493182200015 -0.15962499999999999 -0.09280999999999999 0.074735000000000024 81.339300736700025 44.749265482150008 106.28550372915002 0.070640000000000022 39.117456157700005 -0.222165 0.085345000000000018 0.088145000000000015 72.62331947780001 0.12001500000000002 0.091705000000000023 -0.36302499999999999 0.086255000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -2 -10 -3 12 -8 23 19 16 20 -17 29 -15 21 -16 -21 28 -25 -26 27 -27 -6 -19
right_child=2 10 3 4 13 6 7 -9 9 -11 -12 -13 -14 14 15 17 -18 18 -20 22 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-1.924965487537137e-05 0.0010467767650548297 0.00038086574142078157 0.00054908511099006538 -0.0023084163245199337 0.0013078197680398192 -0.001446951805856946 0.00062207877302818387 -0.0017016078488376117 0.00017643049427565208 -0.0024758600765965584 -0.00067756593759551922 0.00090412627161739676 -0.002402945728204904 0.0012404035803061416 0.0017206985684108376 0.00062897828154511283 -0.002147851665992938 -0.0019841174723263647 0.00080407319182910814 0.0011131051506048748 0.0019044996533802237 -0.0022639596975395902 -0.0021049064084062369 0.0015571727203536486 0.00095347639781784299 -1.7707089596904808e-05 0.00062823770651245761 -0.0023960154306694342 -0.0021477449885903221 -0.00049446337407819962
leaf_weight=83.653888705652207 5.2758214760106039 155.81426534987986 29.609137426596135 1.3779441728256632 0.58384805009700391 12.366381937405093 1.5721401516348144 2.3378209348302326 2.1400864161551003 1.4607333873864261 5.1757776790764174 7.1481128139421344 1.2356868330389259 8.6267598286503908 0.76517982559744124 21.068753046682104 5.6203483915305696 4.8215635847591312 5.9576337856706223 1.1784538478823372 2.1486792992800474 1.2800287366844711 1.5672621942067051 2.4715532567352048 2.8681418783962718 2.5072526396252197 3.069865707308054 4.926460912451148 3.2952928517479476 4.8081425992713775
leaf_count=1155 42 937 164 53 8 269 9 30 46 56 105 38 36 98 18 153 300 219 91 19 12 38 202 14 17 15 36 88 117 248
internal_value=0.000123569 0.000221657 -4.53153e-05 7.99401e-05 -9.60216e-05 -0.000450744 -0.000705596 4.01381e-05 0.000257261 -0.000899516 0.000346838 0.000449129 -0.000709194 -5.67185e-05 9.07775e-05 -7.4513e-05 -0.000974177 0.000166362 -0.000458938 0.000766189 0.000598697 -0.000773168 -0.000723745 -0.000489301 -0.000210583 -0.000537325 -0.000944408 -0.00159386 -0.00162765 -0.00124033
internal_weight=386.733 244.644 142.089 108.552 78.9432 33.5368 24.6601 12.2938 8.87664 3.60082 160.99 9.95594 2.80783 77.5652 57.8428 46.4703 9.81424 36.6561 15.5873 11.3725 4.19389 2.04521 2.74572 19.7224 15.8433 13.3717 10.5036 7.43371 3.87914 9.62971
internal_count=4633 2197 2436 1910 1746 526 382 113 144 102 1042 83 45 1693 1398 1079 368 711 558 319 68 56 221 295 170 156 139 103 125 467
is_linear=0
shrinkage=0.00196078


Tree=594
num_leaves=31
num_cat=0
split_feature=0 1 1 1 2 3 2 0 4 2 3 4 3 4 0 0 4 4 4 1 1 4 2 1 1 0 0 3 1 3
split_gain=0.344861 0.800008 1.96644 0.532772 0.592348 0.589723 0.497772 0.814436 0.735613 0.519279 1.79935 0.816723 0.494481 0.717177 0.783925 0.988 0.553491 0.512133 0.445656 0.516221 1.3218 1.00851 1.68053 2.69784 1.34544 2.23705 1.41467 1.1746 1.03482 1.01049
threshold=76.535026057600007 58.309968391300011 59.240174904450008 56.820562587050013 -0.25447999999999998 -0.57039999999999991 -0.16262999999999997 67.058211147750015 33.036871954450007 -0.23353499999999996 -0.23921499999999998 48.96897326980001 -0.27450499999999994 32.724174661450007 93.501885318850015 94.109476856350014 36.016191615950007 40.21994457600001 33.361153777850006 69.873026810350026 70.077349628250019 37.817254840650008 -0.072755 64.953148431650007 69.545034918450014 93.047535894850014 94.230457472250009 0.090465000000000031 61.546871980350012 0.083395000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 -1 9 -8 -9 10 -7 -12 16 14 -14 -16 -4 -18 -15 21 -21 22 23 -20 25 28 -27 -25 -23 -30
right_child=1 2 12 4 -6 6 7 8 -10 -11 11 -13 13 18 15 -17 17 -19 19 20 -22 24 -24 27 -26 26 -28 -29 29 -31
leaf_value=-0.05246227836290912 0.020665108621170367 -0.05168239240363201 0.010996133681347633 0.015155677306622175 -0.050018057911905535 -0.058473697745271357 0.046240411992892166 0.048630442310999521 -0.047182370302822102 0.021515594216023715 0.035886585308807437 -0.015442086893512348 -0.059792708095043855 0.021541647612464777 0.048029013171287216 -0.050288229456129069 -0.054931419132443454 -0.013039889233450097 0.031723137367813688 -0.032813005497650885 -0.00052531379694074063 -0.027661419336900854 0.025887232404149731 -0.033211971040218453 0.031283018215647135 -0.059750842660726659 -0.0028438710760017786 0.0023867771653700554 0.0078497104139132988 -0.00029502027326995252
leaf_weight=0.47159977690898713 4.1541796028614035 1.4653601646423329 1.1945162704796519 0.38862262316979457 1.0835476599168021 0.95532666263170574 0.30414806120097626 0.18810966610908497 1.3016319690796079 2.5341349004302165 1.5040633702301422 1.1014638897031543 0.82701743429060914 2.2136769891367285 0.45049258321523666 0.39212888804468093 0.8597960936604071 1.9701479839859528 3.7261312101036328 2.6658486919477573 106.28865795884485 2.4294606880284837 9.6266467515379173 3.7817697003483772 3.0314337685704222 2.0065376390703018 1.6189152747392652 3.8229114003479481 44.537144821602851 104.67710345238447
leaf_count=23 32 52 23 11 175 26 4 1 156 21 36 23 21 32 3 142 35 48 39 30 2270 27 53 26 16 32 28 21 406 821
internal_value=0.000655842 0.000927833 0.000652309 -0.0076909 -0.0328135 -0.00326713 -0.000326226 -0.0212958 -0.0350841 0.00584558 -0.00530622 0.0141878 0.000911288 0.00112852 -0.0284686 0.00227534 -0.0148555 -0.0257674 0.00129867 0.00114319 -0.00131531 0.00263749 0.0119736 0.000152591 0.00140148 0.000818084 -0.0343395 -0.0153163 0.00165862 0.002136
internal_weight=311.573 301.74 297.586 9.83265 1.47217 8.36048 7.88888 1.79389 1.48974 6.09499 3.56085 2.60553 296.12 292.096 1.66964 0.842621 4.02446 2.82994 290.426 288.213 108.955 179.258 20.9575 11.3308 158.301 155.269 3.62545 7.60468 151.644 149.214
internal_count=4633 4157 4125 476 186 290 267 161 157 106 85 59 4073 3967 166 145 106 83 3801 3769 2300 1469 139 86 1330 1314 60 47 1254 1227
is_linear=0
shrinkage=0.045289


Tree=595
num_leaves=31
num_cat=0
split_feature=1 0 3 0 0 4 0 2 2 4 4 4 3 0 2 4 4 4 0 1 2 3 2 1 2 2 0 3 4 3
split_gain=1.51853 2.68458 1.53767 1.45731 1.9877 1.68125 1.45686 1.52232 1.34871 1.34371 3.78032 1.76538 1.47634 1.43028 1.32189 1.83978 1.38679 1.29304 1.21064 1.18929 1.16241 2.8911 1.63258 1.4556 2.11329 1.88591 3.1617 3.26844 1.29594 1.14496
threshold=70.128430332750014 85.990333302400003 0.4149000000000001 96.631250582750013 97.789976036950009 36.377496227400009 85.931187223550012 -0.074029999999999999 -0.61402999999999996 42.759119507950011 43.477771593600004 42.686561923500008 0.096480000000000024 75.381677519650012 -0.14314999999999997 41.935569238650011 42.477827694800006 44.279556297950009 91.625341543800019 75.424692849750016 -0.070854999999999987 -0.20885999999999996 0.075080000000000022 72.209296925700016 -0.095854999999999996 -0.17605999999999999 95.217121606100008 0.091885000000000022 37.500638522700008 0.18642000000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 5 14 -2 9 -8 -6 11 -11 13 -12 -1 15 -5 19 -3 -19 -16 21 -7 -22 24 25 -23 27 -27 -24 -10
right_child=2 17 -4 4 8 20 7 -9 29 10 12 -13 -14 -15 16 -17 -18 18 -20 -21 22 23 28 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.001247500546812331 -0.0022172568773307327 0.00038454344335430888 -0.0021320866551623277 -0.0013665852514432731 -0.0021759513085956826 0.00083255434345795804 -0.0023958385978719763 -0.00017232147520384605 -7.9640366792832181e-05 -0.0017792787797910722 -0.00015139795975971222 0.0018513058856158184 0.0015934680694499363 0.00017153205367845861 0.00059322964040584253 0.00091122296223631878 -0.00021839216860251984 0.00023787975712559478 -0.0014511417394895037 0.0015983200831680739 0.00058493912433093512 -0.0026029449817996353 0.00094442931140807835 -0.0022079653215864498 -0.0016027154519529809 -0.0021871443702891169 0.0024676266080358384 0.0013334054719719088 -0.0022272857204168545 0.0013483579896251944
leaf_weight=2.6601563529111436 1.6659721881151224 160.56650011055171 1.2305719366850087 2.8223175257444408 1.0646523289033201 4.0911812745034757 1.8846826665103433 2.6057467907667151 70.464780180365779 5.271585245733152 18.599970977520574 2.1245752759277812 1.8981148153543461 48.884545925538987 12.111821668222552 2.2744723809882998 4.577236962504684 3.4631448527798048 2.6689556990750134 6.386422235518693 8.6434928849339432 0.83455898030661391 0.66102331131696646 2.7122445877175769 4.9043641297612313 2.0179557935334755 1.8282401962205765 1.7480006553232668 1.4866239137481896 2.0524018912401507
leaf_count=266 33 914 43 29 49 33 30 14 1629 138 299 9 10 382 54 14 29 29 58 32 82 23 5 110 91 122 7 19 59 21
internal_value=0.000127204 0.000213704 -3.50907e-05 -1.55928e-05 9.28466e-05 -0.000376261 -6.11883e-05 -0.00110556 -7.0141e-05 -2.15352e-06 -0.000355885 0.000167693 1.0176e-05 9.82976e-05 0.000518546 -0.0003501 0.000710408 0.000352106 -0.000497256 0.000940232 -0.000270236 -0.000561649 0.000219539 -0.000967757 -0.000670951 3.98734e-05 0.000434137 -0.000553051 -0.00125107 -3.92248e-05
internal_weight=384.206 250.628 133.578 132.348 101.754 30.5937 83.9294 4.49043 73.5818 79.4389 25.7697 53.6693 20.4981 51.5447 28.1723 5.09679 23.0755 166.699 6.1321 18.4982 28.9277 18.1365 10.7911 14.0454 11.3331 6.42876 5.5942 3.76596 2.14765 72.5172
internal_count=4633 2149 2484 2441 1857 584 1148 44 1699 1104 447 657 309 648 158 43 115 1001 87 86 551 405 146 372 262 171 148 141 64 1650
is_linear=0
shrinkage=0.00188464


Tree=596
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 3 4 3 3 1 0 0 2 4 3 2 4 4 3 2 0 3 2 2 2 2 3 3 0
split_gain=1.65339 2.4308 1.59906 2.3945 1.88772 3.16393 3.02314 2.64917 2.01417 4.0716 1.81067 1.77201 1.50979 1.42184 1.37268 2.97486 3.45951 3.54214 2.37839 1.98302 2.59032 2.32218 4.28084 1.83164 5.25833 4.48461 2.67912 3.46745 2.00051 2.7339
threshold=69.873026810350026 85.732241321850012 96.631250582750013 97.789976036950009 0.075080000000000022 -0.074029999999999999 -0.20885999999999996 37.500638522700008 0.090465000000000031 0.092895000000000019 70.348883899450016 95.550490414250007 94.940210418650011 -0.61402999999999996 40.574766824850009 0.087795000000000026 -0.011849999999999999 43.564719632750005 43.895345911700005 0.08673500000000002 -0.095854999999999996 86.420486603250012 0.08079500000000002 -0.083330000000000001 -0.06828999999999999 -0.059424999999999999 -0.033594999999999993 0.096715000000000009 0.10453000000000003 87.842680954300008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 6 -2 -6 11 -10 -7 -8 -12 -5 -3 16 17 19 -19 20 -16 -22 -23 -17 -25 -26 -27 -28 -29 -30
right_child=2 14 3 13 7 10 8 -9 9 -11 12 -13 -14 -15 15 23 -18 18 -20 -21 21 22 -24 24 25 26 27 28 29 -31
leaf_value=-9.7857648998949398e-05 0.00069491388603334816 0.00054221495986001781 0.000564382295281114 -0.0021885322194084146 0.00056638882241034406 0.0013210305248167378 -0.0021711113763459859 -0.0024031445152676903 0.0010929455082199409 -0.0015844548072084484 -0.001361935205473175 -0.00031294034260020796 0.00045093885599863868 -4.6889005414446504e-05 0.0013433831949513054 0.00025740950435564162 -0.0011578013176406334 -0.0023235103707096019 6.2796344996896258e-05 0.0018081358817017394 -0.00079734867126150821 0.0014455551717769436 -0.00036973930226150419 -0.0018778247652735079 0.0017139946621263823 -0.0018663547764140292 -0.0017096737060650628 0.0015872980468224663 -0.0013461132276948043 0.00088561411781771788
leaf_weight=63.319146505091339 4.8967077587731174 73.798961795866489 29.541302573867142 1.1630703932023596 1.640440747141837 5.981197800487279 6.551191360340459 3.4345030242111534 3.940493403002618 4.4911857736296952 2.3730568147730065 2.6692229211330414 5.9644223973155022 76.050912617341965 14.267538256943221 28.362953307107091 4.2518579997122279 1.9711727648973445 7.1128391288220882 6.9069213345646849 5.417193725705153 10.636953495442869 8.7492190785706025 7.050711844116452 4.6129957586526897 3.699878625571734 3.5798154752701477 3.854204334318637 3.605245962738989 4.6378112435340881
leaf_count=993 38 368 160 53 11 28 275 77 21 86 51 20 32 1682 61 143 43 18 65 32 29 95 48 61 18 29 33 14 29 20
internal_value=0.000135179 0.000228873 -2.60226e-05 9.89292e-05 -0.00034406 -0.000192751 -0.000641507 -0.00144326 -0.00101223 -0.000333188 0.000513943 -0.00163319 -6.50508e-05 -7.91485e-05 0.000336336 0.000208354 0.000512887 0.000641897 -0.000455017 0.000858618 0.000690763 0.00031536 0.00062629 -9.57189e-05 -0.000418385 1.05486e-05 -0.000394984 -4.77323e-05 0.000444069 -9.04711e-05
internal_weight=404.533 255.835 148.698 106.755 41.9424 36.8675 22.5488 5.07494 17.6521 8.43168 14.3187 9.22041 8.33748 77.214 192.516 118.717 59.3137 55.0618 9.08401 45.9778 39.0709 24.8034 19.3862 59.4036 31.0407 23.99 19.377 15.6771 12.0973 8.24306
internal_count=4633 2099 2534 1895 639 551 440 88 402 107 111 295 83 1735 1106 738 391 348 83 265 233 172 143 347 204 143 125 96 63 49
is_linear=0
shrinkage=0.00192234


Tree=597
num_leaves=31
num_cat=0
split_feature=2 4 2 0 0 0 2 1 3 4 4 0 4 1 2 4 2 2 1 3 2 2 2 0 4 3 1 1 0 1
split_gain=0.325622 0.597195 0.512389 0.346389 1.34091 0.931844 0.892394 1.3885 1.24975 0.902785 2.05015 1.29893 1.65995 1.6484 2.03607 1.92717 1.3043 1.23224 1.1255 0.877079 3.60655 1.46863 1.07776 1.22345 0.863007 0.93212 0.837785 2.38583 1.63902 1.58788
threshold=0.70681500000000008 42.154118731400011 0.36215000000000008 85.990333302400003 85.931187223550012 86.036037090600004 -0.072755 62.245871094250013 0.10487000000000003 42.783136484500005 43.477771593600004 85.705356740550016 42.498713093000006 61.076391807500009 -0.088039999999999993 42.123054668150012 -0.092084999999999986 -0.13734499999999997 61.885617704800005 0.099855000000000027 -0.053874999999999999 -0.013285 0.050115000000000014 85.121961326250016 35.771221912400001 -0.15148999999999999 62.041548276350007 62.095317438950012 86.103248543850015 62.132955852800002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 9 8 19 11 18 12 13 17 15 -15 -13 24 -11 20 -8 -22 -23 -24 -1 -26 -7 -28 -29 -30
right_child=1 -3 -4 5 -6 26 7 -9 -10 10 -12 16 -14 14 -16 -17 -18 -19 -20 -21 21 22 23 -25 25 -27 27 28 29 -31
leaf_value=0.023671802918213941 0.03475270146404616 -0.011216605250970043 -0.026490567282782467 0.024508128275236917 -0.031142524612966418 0.0084531017215980272 -0.088319054744226577 -0.059004140039147251 -0.034112569944410337 0.011073874704162892 0.0016801010050129742 0.037093296259313298 0.038962372144977789 -0.05391004912634087 0.0052537452422947231 0.012387125636319858 0.0046595325875300906 0.035727586644732488 -0.055042256180069901 0.017843143396668728 0.02962138809329096 -0.044619870482375264 -0.032421328802023801 0.028252302834709291 0.023193934216848875 -0.052498191053398251 -0.019194667159626637 0.043273007090765002 0.019388244959028952 -2.470610779350452e-05
leaf_weight=1.1622562893317083 1.6386582393315614 1.0167358499020336 1.5445418787639926 3.8632272928953162 3.3910107873380175 30.604275517165661 1.0972511917352665 1.1947507858276356 2.9206642447970799 0.74345780839212539 15.047557121841235 5.3784181550145149 2.1323773399926713 3.9014423178159641 4.7730888151854716 1.2970950743183491 5.6388158015906793 2.9843632066622439 2.4733904402237386 4.1518970262259236 2.8709108205512148 1.5958579287980725 1.2572003006644084 1.7861706539988516 0.52308748476207245 1.167185739148408 13.311552042141555 2.0562636554241172 9.8647514283657056 180.85088464877481
leaf_count=69 37 22 100 18 42 184 9 52 34 13 246 20 15 183 26 17 26 22 69 26 24 111 57 10 12 58 88 22 90 2931
internal_value=0.000721549 0.0171513 0.000580626 0.000716364 -0.0022667 0.00155328 -0.000739045 -0.0100396 -0.00630869 0.00258445 -0.00561894 0.00775848 -6.16737e-05 -0.00532554 -0.0169664 -0.0373681 0.0204931 0.0145615 -0.0397619 5.57574e-05 -0.00852424 0.00313399 -0.0132573 0.00318835 -0.00758274 -0.0290738 0.00117861 9.83194e-05 0.00143057 0.000979427
internal_weight=312.239 2.65539 309.584 308.039 67.4882 240.551 64.0972 16.8747 15.68 47.2225 18.2644 28.9581 17.9409 15.8085 9.97163 5.19854 11.0172 5.83689 3.21685 12.7593 8.60739 7.51014 4.63923 3.04337 2.85253 1.69027 236.688 206.083 192.772 190.716
internal_count=4633 59 4574 4474 1141 3333 1099 323 271 776 328 448 402 387 226 200 46 161 82 237 211 202 178 67 139 70 3315 3131 3043 3021
is_linear=0
shrinkage=0.0471187


Tree=598
num_leaves=31
num_cat=0
split_feature=4 3 2 0 3 4 4 3 3 3 0 3 0 4 1 0 1 2 2 4 3 2 3 3 1 3 2 1 0 0
split_gain=0.320848 0.887429 0.967952 0.55125 1.11173 0.509151 1.10727 1.01175 1.13744 1.48102 1.0861 0.7955 1.04814 0.919462 0.673817 1.04703 1.03382 1.01813 1.30798 1.20095 1.22007 1.01813 1.14114 1.23965 1.78596 0.788967 0.73051 0.684771 1.26192 2.23762
threshold=49.292797572200008 -0.25098999999999999 -0.15734499999999998 104.25302938255003 0.074735000000000024 47.927946529500012 45.921757303800007 -1.0000000180025095e-35 -0.55393499999999996 -0.15544999999999998 93.047535894850014 -0.25215499999999996 97.32487278035002 47.309807198350008 81.339300736700025 103.57284947555002 80.13218303615001 -0.085550000000000001 0.20852500000000004 42.498713093000006 0.10214000000000002 -0.086139999999999994 -0.098985000000000004 0.093635000000000024 83.602982482550019 0.090665000000000009 0.063030000000000017 78.962703749400006 101.61296349840002 100.01333091085002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 14 8 -7 -10 -9 -8 -13 -14 15 16 27 21 -19 20 -20 22 -16 -24 -25 -17 -18 28 29 -1
right_child=1 2 -4 4 -6 7 11 10 9 -11 -12 12 13 -15 17 25 26 18 19 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0013370843788777847 -0.05572582510063992 0.017611999145652237 -0.033818145798454144 0.03509466863119725 -0.049516641882332825 0.032164609149524515 0.020169546344486946 0.050963268053096644 0.0027287806509846361 -0.052293796643472369 0.010091314843530085 -0.05383485435296613 -0.040792289398734194 0.021131169566735178 0.02769339609249373 -0.052721010563726668 0.027492833403102063 -0.043798149566883257 -0.04948094376917575 0.035161545967938287 0.021378465864490166 0.059809978063904014 -0.041940994541527166 0.038291955668179931 -0.051035094287238833 0.008216171993973613 0.0020171697989691015 -0.023238340089573886 0.024444195749600005 -0.035026777326900148
leaf_weight=249.04646609822521 0.77464389731176186 3.3043507761321962 1.6482600012677711 0.53849382419139125 0.86159782402683049 1.4996191523969171 0.81751088751479972 2.0049348473548871 3.4905978310853238 1.4893141258507969 4.5046318091917783 1.9775038298394054 0.9318463085801344 1.1348723994451573 1.8558570704553856 1.3239656394580372 5.4883364746347052 3.1401422923372575 1.3651709685509565 1.1819348288699982 0.83610889150440915 0.61854097712784994 2.0105355418563704 1.4331278691533955 0.71639034131658252 0.68953377555590112 4.2712098029442132 2.4578625684371209 4.9146915293240445 3.6641787618864319
leaf_count=2773 19 36 207 5 47 8 17 10 36 33 60 72 44 29 80 56 29 305 107 10 15 4 290 21 93 35 26 38 56 72
internal_value=0.000641337 -0.00904652 -0.00335448 0.00731884 -0.016974 0.000869322 0.000468385 0.00981697 -0.00310549 -0.0137265 0.0226798 -0.0213917 -0.029793 -0.006789 0.000841272 0.00133542 0.00158306 -0.00936833 -0.0223273 -0.00239907 -0.0225665 0.00337364 -0.002429 -0.015867 0.00852108 -0.0318527 0.0163436 0.00102917 0.0012607 0.000809826
internal_weight=309.992 7.12735 6.3527 4.70444 1.40009 302.865 289.876 12.9891 6.47953 4.97991 6.50957 4.86173 4.04422 2.06672 285.014 271.856 269.843 13.1578 6.52336 3.38321 2.20128 6.63445 6.01591 4.16005 2.14952 2.0135 9.75955 260.083 257.625 252.711
internal_count=4633 314 295 88 52 4319 4172 147 77 69 70 162 145 73 4010 3085 2994 925 437 132 122 488 484 404 114 91 55 2939 2901 2845
is_linear=0
shrinkage=0.0461948


Tree=599
num_leaves=31
num_cat=0
split_feature=0 2 2 3 3 2 4 3 3 4 2 2 3 1 1 1 3 1 0 3 2 2 2 1 1 2 1 3 4 2
split_gain=0.317285 0.865706 0.320995 0.688665 1.03731 0.384045 1.84559 0.354567 1.32517 0.336173 0.319331 0.408318 1.88047 1.39774 2.52832 2.23185 1.66313 1.43006 1.71492 1.06106 1.59708 0.562475 0.83251 1.85705 2.18015 1.11803 1.72514 0.956574 0.823349 0.764135
threshold=71.096275259750016 0.11061500000000003 0.63131000000000015 -0.17949499999999999 0.18642000000000006 0.27394500000000005 39.065416244600009 0.094595000000000026 -0.25587999999999994 40.408647214050006 0.26056000000000007 0.075080000000000022 -0.041994999999999998 59.98487780655001 62.046925192600007 76.621056717750008 0.11296500000000002 81.339300736700025 107.30980627685001 0.084565000000000015 0.13747000000000004 0.059500000000000011 1.0000000180025095e-35 71.397382570300024 61.987779113750001 0.048475000000000011 62.132955852800002 0.11148000000000002 40.636252116050009 -0.027754999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 -4 9 10 7 8 -7 -5 11 21 -13 -14 -15 16 19 -17 -19 -16 -21 22 29 24 27 26 -26 -24 -28 -2
right_child=2 -3 3 4 -6 6 -8 -9 -10 -11 -12 12 13 14 15 17 -18 18 -20 20 -22 -23 23 -25 25 -27 28 -29 -30 -31
leaf_value=-0.048410112490130025 0.00049884359205052179 0.0393296674136362 0.042248224573180553 0.00036717610278696382 0.045918252728872143 0.048593691908594569 -0.054644883520455781 0.019504372498275448 -0.043622828071865252 -0.050617465999890379 0.014110536394716211 -0.039265770462557463 -0.053460192896123811 0.034008875026275302 0.0031798356252079416 0.035420632136796935 0.0062180767394630536 -0.051173073464511866 0.032486929218063849 -0.012231315222494137 -0.064427873670572497 0.012058240220633948 -0.066432809998317632 -0.050501951144511989 0.02471904789886744 0.035158866005149711 -0.0057664175092733165 -0.0061346259841685621 -0.059412439752521265 0.010146089039401953
leaf_weight=0.80843634178745449 233.78005205262525 0.32273527979850769 1.1808695681393149 0.45957285595068131 0.5806260760873555 0.49726389136048943 1.4590950498532036 1.871243211928231 0.89472537054098167 0.62736677099019289 3.605260160053148 2.9107301083859083 0.96617966238409536 4.0762208355590728 1.3090284069767202 3.3410775078227735 3.4150443635880947 1.0961956534592903 0.92804274052468816 2.0615459294058383 2.8848933880217373 9.1812463810783793 1.3177846036851391 2.038986948420642 2.3043322586454451 2.3459893371909857 1.2805535164661708 0.91385019570589054 1.0831578704528508 18.147548505330633
leaf_count=186 3325 2 11 23 19 14 57 27 39 22 35 63 30 27 23 46 25 32 47 27 47 54 46 142 13 12 12 4 38 185
internal_value=0.000564611 -0.023377 0.000652954 0.0157855 -0.00295379 0.000511028 -0.0123035 0.00662866 -0.0106801 -0.0290605 0.000713426 0.000549909 -0.00524623 -0.000314435 0.00237227 -0.00620444 -0.0192012 0.0172211 -0.0128179 -0.0330783 -0.0426737 0.00103908 0.000654716 -0.0113798 -0.00275202 0.00965293 -0.00316543 -0.0417408 -0.0303494 0.00119378
internal_weight=307.69 1.13117 306.558 2.84844 1.66757 303.71 4.72233 3.26323 1.39199 1.08694 298.988 295.382 22.989 20.0782 19.112 15.0358 9.67051 5.36532 2.02424 6.25547 4.94644 272.394 263.212 11.2847 9.24567 7.01403 4.66804 2.23163 2.36371 251.928
internal_count=4633 188 4445 75 64 4370 137 80 53 45 4233 4198 367 304 274 247 122 125 79 97 74 3831 3777 267 125 75 63 50 50 3510
is_linear=0
shrinkage=0.045289


Tree=600
num_leaves=31
num_cat=0
split_feature=2 3 2 2 0 0 2 3 3 2 1 2 2 0 0 0 4 4 0 2 2 3 3 4 1 4 1 2 3 3
split_gain=0.278024 0.493786 0.890903 0.389208 0.297551 1.09502 0.765018 1.932 0.953501 2.28504 2.18286 1.58684 1.19636 0.932703 1.10664 0.831786 2.22418 1.11928 0.888775 3.86105 0.840427 0.871358 1.75029 1.60927 2.33793 1.39216 1.18626 0.948736 1.58516 1.32596
threshold=0.70681500000000008 -0.17949499999999999 0.70691500000000018 0.36215000000000008 85.990333302400003 85.931187223550012 -0.068964999999999985 0.10487000000000003 0.099855000000000027 -0.053874999999999999 62.046925192600007 -0.013285 0.20852500000000004 85.866664228400012 67.058211147750015 85.705356740550016 42.081757894750005 44.279556297950009 85.431134011250023 -0.088039999999999993 -0.082275000000000001 1.0000000180025095e-35 -0.15148999999999999 41.529896397300007 61.076391807500009 38.060777288450005 61.923256118600001 -0.23353499999999996 -0.23921499999999998 -0.54009999999999991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 6 15 8 9 -8 11 -11 13 14 -13 18 -17 -18 20 -20 21 22 27 24 -23 -24 -25 28 29 -1
right_child=1 2 -4 -5 -6 -7 7 -9 -10 10 -12 12 -14 -15 -16 16 17 -19 19 -21 -22 23 25 26 -26 -27 -28 -29 -30 -31
leaf_value=0.0074172733913803962 0.046610623118495773 0.04484483829373221 -0.033801610608336308 -0.025717848983197046 0.0013731764377118516 -0.030234582373675992 -0.088312736323369959 -0.052376772805366907 0.017259834955943524 0.039860953727055129 -0.063294488898583551 0.050285643463738469 0.050445495613859817 0.011849469720943898 -0.056055950175350755 0.025850326924978469 -0.032063269934580238 0.011107376212807767 -0.061589674488166234 0.011340700703785362 -0.02831297176872374 0.01801874973905658 0.019677214745869257 0.04192509268689841 -0.065075810737407175 -0.05617740637050659 -0.0087594195979576392 0.027012816171266395 0.039741177032010896 -0.06229832135845139
leaf_weight=1.2868476735311563 0.9069093540310863 0.62752112362068035 0.84516816987888888 1.4170682835974719 236.45636773334263 3.361980687826871 0.8877323172055166 2.3507379181683055 3.9776694448664776 2.4499348637182239 1.2831794337835161 0.28052623989060865 0.66349383094348002 1.2353857532143591 1.9144884631969032 10.050216816365721 3.314213825389742 2.7455011829733849 2.9983555087819695 4.5987979015335432 2.0449950859183472 2.4621686937753098 0.82053907291265504 5.1049753418192267 1.2902229705359785 2.3023274630540982 1.4919906717259435 3.5593037738581215 1.1823507571825755 1.4515137537673584
leaf_count=29 8 21 30 100 3333 42 12 37 27 18 46 4 7 5 160 36 35 14 67 38 25 52 62 33 28 162 78 57 11 56
internal_value=0.000559842 0.0175848 -0.00028992 0.00042613 0.000548982 -0.00244423 -0.000931117 -0.010738 -0.00302611 -0.0122852 -0.00366226 0.00803102 -0.0110172 -0.022905 -0.0424653 0.0022276 0.0114235 -0.0125038 -0.00261465 -0.0174426 0.00228378 0.0052701 -0.00480435 0.0155914 -0.0105525 -0.0362465 0.0304621 0.00832256 -0.00864485 -0.0295366
internal_weight=305.362 2.3796 1.47269 302.983 301.566 65.1094 61.7475 15.0431 12.6924 8.71474 7.82701 6.54383 4.09389 3.4304 2.19501 46.7043 16.1099 6.05972 30.5944 7.59715 22.9972 20.9522 10.6029 10.3494 3.75239 3.12287 6.59697 7.48002 3.92071 2.73836
internal_count=4633 59 51 4574 4474 1141 1099 316 279 252 240 194 176 169 164 783 85 49 698 105 593 568 377 191 80 224 111 153 96 85
is_linear=0
shrinkage=0.0500028


Tree=601
num_leaves=31
num_cat=0
split_feature=0 2 1 0 4 0 4 0 0 4 1 4 4 4 1 3 2 1 1 4 2 2 2 3 2 4 3 3 4 3
split_gain=0.303293 0.716694 0.277286 1.02922 1.81129 1.67349 0.775766 0.635575 1.32868 1.03878 0.835253 2.2625 1.62068 1.78427 1.37224 2.88171 2.35601 1.55339 2.38482 4.21004 1.29934 1.45684 1.10068 2.13065 1.02917 0.934563 0.822301 0.744951 2.13518 0.946931
threshold=71.096275259750016 0.11061500000000003 70.128430332750014 94.625660817400004 39.065416244600009 94.165934477050016 42.686561923500008 87.261973998100004 86.904409066750006 44.131787411600008 64.369753017350021 41.529896397300007 43.157831852650006 42.620627117000005 66.235542959850008 0.090465000000000031 -0.053874999999999999 66.859265246100009 68.20618276945001 37.892416320650007 -0.10771499999999999 -0.056184999999999992 1.0000000180025095e-35 -0.091114999999999988 -0.06828999999999999 39.852039223600009 0.080545000000000019 0.11636500000000001 41.444941515100005 0.42293500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 4 -4 6 -6 8 27 10 11 25 13 24 15 16 -12 -16 19 -19 -20 -22 -23 -24 -13 -9 -11 -2 29 -29
right_child=2 -3 3 -5 5 -7 -8 9 -10 26 14 12 -14 -15 17 -17 -18 18 20 -21 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.048390717987603082 0.0016939575315349927 0.036530453131850153 -0.045427143314042503 -4.4426640663491013e-05 0.027631463961679311 -0.037450443838478571 -0.026516611441488248 0.0074432183380830387 -0.022440598619875299 -0.050225089570028809 -0.061154857465289481 -0.012591862167078033 0.021952900742391934 -0.035279548994218243 0.025746945598966949 0.0095385580237257184 -0.0052110964658024974 0.020982885782985527 0.025872085637013539 -0.052186489637013916 -0.026528007073992797 0.028866434036886157 0.028909875347457377 -0.029267377566332971 0.021529526650402111 0.038367285626541486 -0.0042568992876332 -0.011506011001820445 -0.046942589916580992 0.019644311557381645
leaf_weight=0.72095529045327456 105.93179075221997 0.28418977931141853 2.9143462566717044 95.501633585892705 2.8141036541201179 1.71541943406919 0.67234915235894721 2.7999286279082316 5.4056971287354818 1.1573672380764031 3.023373881354928 3.6314690485596683 5.5310655012726775 3.4096455127000809 7.2973868958652011 7.2279388010501862 3.1556488163769227 2.7878414560109404 6.9180858880281457 3.8271439736708999 2.9312203750014314 3.7749512046575529 2.3370500020682803 2.8852962628006944 3.6209080517292014 7.055627316236496 2.5719063063152134 5.3066280186176282 2.5572845861315718 3.2138413116335869
leaf_count=186 1221 2 56 2227 30 85 86 25 41 44 27 31 27 26 45 41 25 14 33 64 22 17 13 29 14 70 37 40 41 14
internal_value=0.000455872 -0.0243805 0.000538541 -0.00136026 -0.0168433 -0.000829285 0.0171892 0.00153043 -0.000488772 0.00478521 0.00598888 0.0124731 0.00206024 -0.00825934 0.00233022 -0.00987504 -0.0325842 0.00732536 0.00204566 -0.0213497 0.0102572 0.00120121 0.0102351 -0.0032325 0.00444399 0.0295819 -0.018523 0.000525376 -0.0106493 0.000243599
internal_weight=302.982 1.00515 301.977 103.618 8.11622 5.20187 3.48645 198.359 122.415 75.9439 72.2146 26.0486 16.1931 10.662 46.1659 13.407 6.17902 32.759 25.4616 6.61499 18.8466 11.9285 8.9973 5.22235 7.25238 9.85556 3.72927 117.01 11.0778 8.52047
internal_count=4633 188 4445 2484 257 201 116 1961 1357 604 523 193 98 71 330 93 52 237 192 78 114 81 59 42 45 95 81 1316 95 54
is_linear=0
shrinkage=0.045289


Tree=602
num_leaves=31
num_cat=0
split_feature=0 0 0 0 4 0 0 2 1 4 4 1 2 3 3 4 2 2 2 2 2 4 3 2 3 0 1 0 4 1
split_gain=1.351 1.83099 1.86497 1.70714 1.76139 1.73744 1.6335 1.60656 1.52389 1.65475 1.87966 2.38594 1.60141 1.49282 1.44271 2.13181 1.38006 3.59434 1.87304 1.66439 3.57884 2.03536 1.49483 1.32778 1.25312 2.23187 2.84639 3.59685 2.49784 6.67737
threshold=93.972365491700018 96.631250582750013 97.789976036950009 86.09518316945001 44.279556297950009 86.135510041400025 86.036037090600004 -0.61402999999999996 78.196493182200015 42.081757894750005 40.806664626150003 72.62331947780001 -0.59614999999999996 0.080545000000000019 0.088350000000000026 39.955516828000007 -0.070854999999999987 -0.095854999999999996 0.075080000000000022 -0.102645 -0.14008999999999996 44.701063782750005 0.076615000000000016 -0.50748499999999985 0.080545000000000019 93.843319501450011 66.859265246100009 90.321439350550008 38.621016321050007 63.910026677050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 16 -3 6 5 -5 -1 -4 9 10 11 -9 -10 -6 15 -13 17 19 -18 20 21 -2 -23 -14 -7 26 27 28 -26 -30
right_child=1 2 7 4 13 24 -8 8 12 -11 -12 14 23 -15 -16 -17 18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=1.9346160534441047e-05 0.00098404768366003163 0.00050963891160032699 -0.0022341613915822065 0.0012942843794830521 -0.0022517434160543737 0.00063477639789415066 -0.0019285976502070343 0.0011112277031097701 0.0015958549395855284 -0.0016227002310598817 0.00056290531834116207 -0.0021230140790853853 -0.0020954444478847797 8.1758784003671282e-05 -0.0020069999914919864 0.0017031315046932517 0.00046991383850292971 -0.0018457662920513184 -0.0015893011865391979 0.0015927639827774146 -0.0023507413992078195 0.00010740009912594384 -0.0025073960110085394 0.00010291149853400199 0.00098212051030188859 0.0015684930636320382 -0.00061544976692504973 0.0014010310618127453 0.00015646153973317874 -0.0024714535606034827
leaf_weight=81.602684287703596 5.172120167408135 28.918497617356479 1.3061234719352786 7.3400701731443396 1.8281436196994025 35.551366284256801 1.6893692295998324 1.9191924501210467 2.7361370797734699 4.0512967798858872 6.7329988647252312 1.050552790751681 1.0800631930178486 2.4891700898297131 4.5022653192281723 1.1986653506755827 9.3870467958040518 7.4019581177271929 2.073359422851353 1.8353921975940455 2.7879262883216152 2.0696200596867134 1.4154663786757735 48.027500347045134 11.64798868447542 4.4531585127115241 15.775281496345995 9.9216052666306478 60.832875613123178 3.959379442036151
leaf_count=1173 42 164 53 40 62 253 12 8 42 111 39 43 102 41 87 7 83 127 30 16 126 46 56 1254 56 20 146 45 312 37
internal_value=0.000117055 -4.05821e-05 8.85463e-05 0.000205927 0.00032837 0.000364031 -2.0163e-05 -7.9175e-05 -3.96977e-05 -0.000507646 -0.000214377 -0.000817957 0.000135906 -0.00090635 -0.00136635 -8.39641e-05 -0.000448434 -0.000750871 9.73709e-05 -0.000140626 -0.0004186 0.000203617 -0.000954598 5.45612e-05 0.000315993 0.000209669 0.000150424 0.000290323 0.000146157 -4.1273e-06
internal_weight=370.757 133.666 101.523 237.091 153.799 149.482 83.2921 72.6048 71.2987 19.455 15.4037 8.67068 51.8437 4.31731 6.75148 2.24922 32.1429 20.6825 11.4604 13.2805 11.4451 8.65721 3.48509 49.1076 142.142 106.59 102.137 86.3618 76.4402 64.7923
internal_count=4633 2436 1910 2197 1012 909 1185 1746 1693 295 184 145 1398 103 137 50 526 413 113 286 270 144 102 1356 869 616 596 450 405 349
is_linear=0
shrinkage=0.00196078


Tree=603
num_leaves=31
num_cat=0
split_feature=0 1 1 3 0 4 2 3 4 0 0 4 3 1 4 3 3 3 3 2 1 1 2 1 0 4 4 0 0 1
split_gain=0.273499 0.625394 1.72623 0.492422 0.576471 1.08484 0.670662 0.474013 0.561268 0.735795 0.943265 0.485365 0.705485 0.572574 0.431924 0.499224 0.406653 0.565453 1.82934 1.30794 1.32528 1.05916 0.778605 0.747621 4.77611 1.84308 1.60625 1.42671 3.88178 3.27829
threshold=76.535026057600007 58.309968391300011 59.240174904450008 -0.57039999999999991 73.921844754800006 35.771221912400001 -0.23401999999999998 -0.27297999999999994 32.724174661450007 93.501885318850015 94.109476856350014 34.424709467050008 0.10453000000000003 70.663433500700009 34.214889417600013 -0.12193999999999999 -0.26568999999999993 -0.22831499999999999 -0.21029499999999998 -0.16533 63.452988794850008 73.448676123850007 -0.22932499999999997 67.254468591300011 92.168410086200012 38.474425342400004 45.321989007550009 90.321439350550008 91.625341543800019 65.036490633650018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 -1 6 -6 -5 -4 9 -9 -11 12 13 -10 15 -15 -13 19 -19 21 -21 22 -18 25 26 -20 -25 29 -29 -27
right_child=1 2 7 4 5 -7 -8 8 11 10 -12 16 -14 14 -16 -17 17 18 23 20 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.056206617643659508 0.020788799805935333 -0.05583836147213514 -0.014211775533031849 -0.053466483053430346 0.020423180189272021 -0.053101315347564654 0.0072380808482655264 -0.062709110547825131 0.043515618321988019 0.051963277059149653 -0.054286102706359987 0.018130960570241664 -0.017618662821052095 0.023285885157382957 0.040842008348028716 -0.053846959836740184 -0.037811688509065813 0.032352450509587745 0.017556220263691778 -0.0056437679076693868 -0.043739041444110095 0.039916339637254668 0.019436052275472494 -0.077908263103922126 -0.00053259933370669219 0.00064842169639149573 0.0021728740560594522 0.034660527260305128 -0.036340905995747637 -0.052641112983348705
leaf_weight=0.48272823297884215 3.6967031974345437 1.3012652386678372 4.9993402399704783 0.47468546405434509 0.74350548931397531 1.3725930504733694 5.563648531009675 0.76354511737008468 2.1438701450824733 0.44787465780973434 0.36399915422589402 3.2605858728056765 1.0645156972459515 0.36519133232650347 0.44266088595031761 0.4503025835365404 1.1363443026784805 4.4614002892049021 18.276364624733105 6.3258573412895185 3.3604016627068631 1.9838794786483047 1.1474569253623479 2.6219580644683442 106.91833345288615 113.33344899280928 0.78128347024903622 8.0188806378282589 2.4056146382354191 2.8438987736590198
leaf_count=42 32 52 123 63 21 166 184 21 19 3 140 37 21 8 11 38 38 37 118 35 78 14 7 66 2112 962 22 71 47 45
internal_value=0.000499547 0.000753062 0.000496971 -0.00809802 -0.00525007 -0.027268 0.00246597 0.000751584 0.001016 -0.0281629 0.00432695 0.00117939 0.0172106 0.028109 0.00185632 -0.0193056 0.000920772 0.000715684 0.0012323 -0.00889772 -0.01886 0.0137133 -0.00904854 0.000688257 -0.00235239 0.00300364 -0.059524 0.000902817 0.0182758 -0.00065605
internal_weight=301.552 292.915 289.218 8.63716 8.15443 2.1161 6.03833 287.917 282.918 1.57542 0.811874 281.342 4.46654 3.40202 1.25815 0.815494 276.876 273.615 259.661 13.9539 9.68626 4.26768 2.2838 255.2 110.322 144.878 3.40324 126.602 10.4245 116.177
internal_count=4633 4157 4125 476 434 187 247 4073 3950 164 143 3786 97 76 57 46 3689 3652 3480 172 113 59 45 3443 2200 1243 88 1125 118 1007
is_linear=0
shrinkage=0.0490223


Tree=604
num_leaves=31
num_cat=0
split_feature=2 4 2 3 3 3 2 4 4 0 1 2 1 2 1 3 3 3 2 2 3 2 2 0 0 0 1 2 0 1
split_gain=0.255436 0.463405 0.352979 0.298641 0.910873 0.897924 0.599429 0.751371 1.27603 2.17635 2.82592 1.54931 1.13434 0.825253 1.83092 0.798582 0.79598 0.871811 1.48293 0.746474 0.684379 0.529152 1.50497 1.3021 1.20874 1.17312 0.863347 1.42264 1.07243 0.805097
threshold=0.70681500000000008 42.154118731400011 0.36215000000000008 0.10249000000000003 0.10336500000000003 0.10176000000000003 0.20852500000000004 35.476804824450006 40.148327922700012 86.538778761000017 74.144986779650011 -0.072755 67.923894665750012 -0.086139999999999994 61.987779113750001 0.12376500000000003 0.10487000000000003 0.12376500000000003 -0.025719999999999996 -0.094409999999999994 0.10990500000000002 -0.25105499999999997 -0.58319500000000002 100.01333091085002 101.11291028615001 102.21786657775002 62.186725015400008 -0.26416999999999996 86.264556031700025 64.369753017350021
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 7 12 9 -9 11 -11 -6 15 -15 20 -16 18 -18 -17 -10 22 24 26 -1 -25 27 28 -24 -28
right_child=1 -3 -4 4 6 -7 -8 8 13 10 -12 -13 -14 14 16 19 17 -19 -20 -21 -22 -23 23 25 -26 -27 29 -29 -30 -31
leaf_value=0.014938229655911585 0.037503019824607048 -0.012765544826223583 -0.026210509359730287 -0.031062888932306427 0.040835181364889117 0.025607994486799058 0.02260046044631581 -0.059537971011466601 0.0026243955599262272 -0.025176411990627839 -0.066134867739287478 0.027995067653180352 -0.016128082638513144 -0.042521025231895195 0.024892077506678194 -0.022335748600716365 -0.0010525965522304472 0.0077817738984811849 -0.057338361457596757 0.017144315357337337 0.037251540900242595 0.0015241482906265078 -0.025138260568015103 0.052302535574527749 -0.047608742414105655 -0.054888529661668094 -0.10224847223641352 -0.064262080522263412 0.05978229852352699 -0.038883551741443437
leaf_weight=7.3491185642778891 1.3670502009917975 0.82979740295559157 1.40171234927402 3.0938124501553821 2.5413900502026072 4.1946507766260757 2.7693582149222484 2.9266055524349204 2.6456758777494489 2.3890238110907376 1.7718680279358521 4.3572733234614116 1.6066007011431791 3.2478832509368756 3.1873478270135847 2.8586270534433424 3.9813053300604233 7.1776620468008332 1.9702237659948849 2.5526367202401161 4.09415719275421 221.73913422879559 0.80946560786105715 1.0106948988977817 0.98679402155539708 0.40176342033009849 0.67269027233123768 0.8884046245366316 0.8674481213092804 3.5136551322357263
leaf_count=62 37 22 100 31 26 34 21 24 28 29 68 29 39 28 16 32 33 55 35 10 32 3390 38 10 134 70 5 36 3 156
internal_value=0.00048798 0.0185155 0.000354638 0.000480605 -0.00312079 0.00127048 -0.00139451 -0.00279915 -0.00487229 -0.0200608 -0.00649754 0.00916579 0.0187722 0.000608592 -0.0061371 0.0114698 0.00110529 -0.00466938 -0.0196857 -0.00371195 0.0236589 0.000841967 -0.00832566 -0.024519 0.007534 0.0218128 -0.0342117 -0.00997196 0.0187902 -0.0490655
internal_weight=299.204 2.19685 297.007 295.605 53.1715 242.434 50.0776 47.3083 43.1603 11.4448 8.51817 6.7463 4.14799 31.7155 19.5644 12.1511 16.3165 13.1292 5.95153 5.41126 6.73983 238.239 16.5 8.16412 8.33591 1.41246 6.75166 2.56532 1.67691 4.18635
internal_count=4633 59 4574 4474 536 3938 505 484 419 150 126 58 65 269 167 102 139 123 68 42 60 3904 514 318 196 80 238 77 41 161
is_linear=0
shrinkage=0.0530633


Tree=605
num_leaves=31
num_cat=0
split_feature=4 3 2 4 4 4 4 3 2 0 3 3 1 4 2 4 2 2 1 1 0 3 2 1 2 1 0 0 4 4
split_gain=0.267336 0.766992 0.834527 0.477932 0.886893 0.743372 0.68076 0.607432 0.747446 0.750974 0.523796 0.566503 0.482087 1.2396 1.18252 1.3281 1.12696 1.09078 0.897491 0.989419 0.893017 0.828644 0.737126 0.716728 0.801869 0.598689 1.15159 0.659702 1.46688 1.64328
threshold=49.292797572200008 -0.25098999999999999 -0.15734499999999998 47.927946529500012 46.095286511800005 48.393869453650005 48.823707093150006 0.074735000000000024 -0.088465000000000002 87.345316200150009 1.0000000180025095e-35 -0.25843999999999995 81.339300736700025 44.749265482150008 -0.085550000000000001 42.431220712750012 -0.61402999999999996 0.28423000000000004 82.49264927465002 83.75622459600001 103.57284947555002 -0.225495 -0.0057149999999999996 80.13218303615001 0.063030000000000017 78.962703749400006 102.65877371115 99.013224486300018 40.300545846000013 36.016191615950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 12 -5 -7 8 9 -6 11 -8 20 14 15 16 -14 -16 -18 -20 23 -21 -22 25 -25 26 27 -1 29 -29
right_child=1 2 -4 5 7 6 10 -9 -10 -11 -12 -13 13 -15 17 -17 18 -19 19 21 22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.0012254266748937478 -0.05951982897424072 0.0071949705756552173 -0.0355276615777088 0.032633761868460315 0.019884219590840302 -0.019256709195777429 0.017939385128841707 -0.044454734483660802 0.034864000477189884 -0.056755959902034331 0.024588325022698358 -0.023489301576614503 -0.05486618225721468 0.034363887041105386 -0.045545701622106222 -0.042291552360652691 -0.052806245602403878 0.0084258605990516627 0.049596722575882865 0.030507048636200063 -0.055901939094408389 -0.052594267163386846 0.0098725852015310762 0.027835535431570042 -0.0013091331298744446 -0.024362934068787076 0.039542075670902267 0.0094564064752114419 0.0032290391347266196 -0.058624127868137373
leaf_weight=236.33484920863702 0.68683997669722874 4.4667503299424425 1.5363783311331634 2.8598204422742119 0.51923222653567813 2.4318228517658991 1.6384316049516194 1.8271405136620158 0.75324984942562823 0.83172664360608906 3.6337091317400336 1.6627637608908123 0.52625562201865106 1.4491705326363433 3.8586800686134657 1.3815041530033338 0.35455498727969903 1.2362027396375195 2.3460525954142217 0.68395989495911547 1.2375785000331232 0.5344414526607586 0.64961970027070393 5.2431451231241208 4.2928747641853988 2.3515028739348045 1.9219325750891574 1.3399851039866901 6.3250821970868856 2.6190330612007529
leaf_count=2704 19 88 207 36 16 33 10 72 12 46 36 32 37 15 350 112 25 79 24 34 65 252 26 29 29 38 25 24 74 84
internal_value=0.000416761 -0.00946587 -0.00373902 0.000644081 0.000219467 0.0103202 0.00350744 -0.0233621 -0.00504684 -0.0272998 0.01149 -0.00292764 0.000556969 -0.00908912 -0.0148548 0.000530526 0.0138388 -0.0324502 0.0230647 0.0306116 0.00101188 -0.00594464 -0.0332607 0.00126024 0.0147153 0.000748829 0.000986418 0.000685948 -0.0117116 -0.0355813
internal_weight=297.534 6.68997 6.00313 290.844 278.618 12.2265 9.36673 3.93135 2.10421 1.35096 6.9349 3.3012 274.686 12.3708 10.9217 5.82677 4.44526 5.09488 3.91901 3.56445 262.316 1.2184 1.8872 260.428 9.53602 250.892 248.541 246.619 10.2841 3.95902
internal_count=4633 314 295 4319 4172 147 111 146 74 62 78 42 4026 928 913 484 372 429 335 310 3098 286 91 3007 58 2949 2911 2886 182 108
is_linear=0
shrinkage=0.0500028


Tree=606
num_leaves=31
num_cat=0
split_feature=4 1 1 1 3 1 4 4 4 2 2 4 3 2 4 4 0 1 1 0 1 0 0 4 2 0 4 1 2 2
split_gain=0.240158 1.50465 0.882456 0.837281 1.36518 0.784079 0.84051 0.725406 0.505714 0.406145 1.23417 1.59045 1.22449 1.10983 0.672204 1.96023 2.24541 1.11526 0.99973 1.69291 1.4762 1.22614 2.64632 0.90445 1.67468 1.09372 1.10645 1.08355 0.864605 1.36718
threshold=33.96174662340001 68.327163385350005 69.165962322050021 65.644082171150004 0.099465000000000012 69.873026810350026 33.361153777850006 34.424709467050008 31.914316944300001 -0.117885 -0.11051999999999999 41.362929270750008 -0.27450499999999994 -0.122095 38.751720283100006 38.110427674550003 89.861713010250014 83.116371560950014 62.020040611300011 85.931187223550012 62.041548276350007 86.264556031700025 86.393602021950016 44.202975721700007 -0.156745 102.1049513363 43.084051236300006 87.143681840350013 -0.16533 -0.18437499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4 8 -2 -7 13 11 -11 -12 14 15 16 -9 -18 19 -16 -20 -22 -23 25 27 26 -24 28 29 -25
right_child=7 2 5 -5 -6 6 -8 9 -10 10 12 -13 -14 -15 18 -17 17 -19 20 -21 21 22 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.060236112842884298 0.03463936125196046 0.055125114269653892 -0.077072715403603193 -0.092659632470419015 0.043743287408655518 -0.053906528014271371 -0.056965070503531702 0.02466379709187624 0.033804162226051516 -0.057574792447789194 -0.047685601582201462 0.0013254971269013249 0.0001764064474648269 0.027897620945399507 -0.0029979161095197481 -0.07260444912536651 -0.051175281711846987 0.038641689765306665 0.055182504896129372 -0.067310260309810285 0.032688772332097139 -0.084523824077066184 0.0088833528071203469 -0.014698572447791346 -0.054230882190049449 -0.023289045491247308 0.042663237572166827 0.025906110184335179 -0.058441666640236929 0.051866352352540675
leaf_weight=0.94313482785946623 1.6837889717826318 0.90699281543493304 0.34926396608352694 0.67006036639213551 0.53590945526957512 0.20165834796716842 0.44242019877128758 3.8376745592104262 1.5103762814687796 2.3415642817490143 1.4568859457503993 2.6390890387119725 205.88716317011858 4.7893643642601083 11.886866052838739 1.231392784779018 2.3305656172451568 0.44570797064079659 1.6733344644308079 1.2215705411508668 4.1057121430058023 0.91616682335734267 26.235510881990201 5.0607461717299786 1.7617757593398042 2.5465848982857997 2.9159224922768763 3.1750170995364897 0.89688958926126439 1.0000965571962295
leaf_count=94 36 6 3 8 5 137 25 93 36 28 92 27 2460 33 276 35 74 62 12 27 96 8 192 138 220 253 27 91 31 8
internal_value=0.000387224 -0.0103228 0.0111599 -0.0444166 -0.0225607 -0.00476688 0.0069548 0.000592526 0.0234728 0.000393717 -0.000774614 -0.0263654 -0.000159892 0.00365641 0.00202674 -0.0123382 -0.00111776 -0.0367559 0.00380442 -0.00899116 0.00713982 0.00548617 0.00297686 0.00481582 -0.00741689 0.00940609 0.0122622 0.000722631 -0.0107693 -0.00371473
internal_weight=295.599 5.55982 3.41071 2.1491 1.47904 2.50372 2.15445 290.039 1.71203 288.356 212.325 4.98065 207.344 76.0309 71.2415 7.84534 6.61395 2.77627 63.3962 13.1084 50.2878 48.6144 44.5087 43.5925 11.8945 31.698 29.1514 10.1327 6.95773 6.06084
internal_count=4633 314 207 107 99 201 198 4319 173 4283 2607 55 2552 1676 1643 264 229 136 1379 303 1076 1064 968 960 488 472 219 268 177 146
is_linear=0
shrinkage=0.0520229


Tree=607
num_leaves=31
num_cat=0
split_feature=1 2 2 2 3 3 3 3 3 0 1 3 2 3 2 3 0 2 4 0 2 2 4 1 3 2 2 0 2 1
split_gain=0.241283 0.292908 0.52413 0.261858 0.376365 0.410305 0.294275 0.732581 0.723084 0.566386 0.982452 1.62952 1.04095 0.614663 1.61956 1.08239 1.94255 1.08315 2.49453 1.72829 1.38305 0.917136 1.76885 1.26317 1.41472 1.23744 1.03167 1.45735 0.924571 0.823797
threshold=90.937096262400004 -0.088274999999999992 -0.038374999999999999 0.70681500000000008 -0.16179999999999997 0.093745000000000023 0.10249000000000003 0.10176000000000003 0.10336500000000003 85.705356740550016 62.00390986255001 -0.17949499999999999 -0.59496499999999986 0.10052500000000002 -0.071969999999999992 0.096480000000000024 86.692020874450009 -0.58319500000000002 41.641174900500005 89.711159354950013 -0.076544999999999988 0.075080000000000022 35.374259656300005 61.917879202350001 0.09557000000000003 0.12616000000000002 0.15684000000000003 105.93331571405001 -0.63026499999999996 78.381996793250025
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 9 -8 10 -1 -12 -13 15 -15 21 -17 -18 19 -19 -21 23 -23 -11 28 -24 -27 29 -25 -28
right_child=1 2 -4 4 5 -7 8 -9 -10 13 11 12 -14 14 -16 16 17 18 -20 20 -22 22 25 24 -26 26 27 -29 -30 -31
leaf_value=-0.0014135410971520795 -0.052166431180736869 0.021294075694574078 -0.049617080187555236 0.044622316977908617 -0.023398238992390057 0.032254163347651237 -0.025894825884221866 0.021628664528987214 -0.0015714184161102534 -0.022181667351794717 0.0091186559674918989 0.043682688612242268 -0.054424969151049496 -0.053338631007362969 0.015292177016852149 0.044020523786277417 0.041500556778352758 0.043063532713604441 -0.044880128387158748 -0.032084962450094158 0.015589522496046827 0.038299400794097889 -0.050813442872778398 -0.037816858843804993 -0.030963895124683432 0.026281714721406758 -0.016443803402593275 0.030173634949285912 0.0035770658279418795 -0.055998635927221763
leaf_weight=23.742730478930756 0.45307432443587448 0.67176909893169057 0.39944017349625838 0.78235177323222194 0.71128202055115142 0.5763271024916321 3.1248142058029762 4.0810879240743807 48.909781126985763 5.0858787931501857 2.1106914198026061 0.28431795910000834 3.0266210738336659 1.6699322564527395 1.6356976309616573 3.9254790171980884 1.6722825206816203 2.8070133998990006 2.4217986362054953 2.4319863581331438 3.6678074869560087 1.5855589296406822 2.1211128637078209 1.3073459863662709 2.9591750417603171 1.6136050312779833 6.899837415898217 1.407893753144889 159.91838562786143 1.5495040628593413
leaf_count=655 257 80 217 8 20 24 30 28 479 41 30 2 203 22 18 17 12 20 35 42 41 48 76 33 35 19 94 22 1974 51
internal_value=0.000329845 -0.0191235 -0.00514778 0.000431384 0.0178054 0.00151148 0.000307355 0.0010377 -0.0030321 0.000678341 -0.00571309 -0.0245419 -0.0460002 0.00158904 -0.0193786 0.00193323 0.0137975 0.00467192 -0.000764573 0.0112306 -0.00341828 0.00084448 -0.0106997 0.00187958 0.00262491 -0.0164157 -0.0100551 -0.0160033 0.00324141 -0.0236977
internal_weight=293.555 1.52428 1.07121 292.03 2.06996 1.28761 289.96 237.926 52.0346 233.845 29.1644 5.42163 3.31094 204.68 3.30563 201.375 16.9264 13.0009 11.3286 8.90681 6.09979 184.448 15.1775 169.271 164.185 13.592 11.4708 9.85724 161.226 8.44934
internal_count=4633 554 297 4079 52 44 4027 3518 509 3490 890 235 205 2600 40 2560 167 150 138 103 83 2393 310 2083 2042 262 186 167 2007 145
is_linear=0
shrinkage=0.0490223


Tree=608
num_leaves=31
num_cat=0
split_feature=0 2 2 1 2 2 1 0 0 4 3 3 0 1 2 0 4 0 4 4 1 1 4 3 2 2 2 0 2 0
split_gain=1.60897 1.81609 3.26599 2.38035 2.64413 3.23023 1.84887 2.51468 1.55654 1.89424 1.52234 1.53549 1.44151 1.40889 2.30245 1.3136 1.82296 2.3264 1.28972 2.61266 1.93344 2.33008 2.06928 1.25091 1.21927 1.02199 3.02695 1.39348 0.986661 0.974506
threshold=93.972365491700018 -0.057599999999999998 -0.068964999999999985 75.28220456885002 -0.095854999999999996 -0.079369999999999996 75.629015667650023 97.491557184450016 100.19345760555002 41.11191809080001 0.074735000000000024 0.078385000000000024 85.990333302400003 81.339300736700025 -0.043559999999999995 101.91675926715001 42.081757894750005 96.870523356300012 48.823707093150006 42.580420142950011 83.602982482550019 82.49264927465002 40.00488309970001 -0.22831499999999999 0.20852500000000004 -0.102645 -0.11692 94.300357383600002 -0.16262999999999997 93.843319501450011
decision_type=2 2 2 2 2 2 2 2 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 25 -6 -5 -8 9 -9 23 -12 24 15 -15 16 -3 -18 19 20 21 22 -13 28 -1 26 27 -2 -10 -14
right_child=1 13 -4 6 5 -7 7 8 10 -11 11 18 29 14 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-3.7138947268274382e-05 0.0014941082412412562 0.00045112026803373941 -0.0026435616332447574 0.0011040462604425519 -0.0022477484239505712 -0.00010175031514155053 -0.0024550773222836312 -0.00032457894575389854 0.00038468677641144037 0.0012787613262197949 -0.0020534907215960813 -0.0022412250898642409 0.00030793821147717139 0.001847445785396334 -0.00087108767307954944 0.0010623134095447159 9.2226721080230446e-05 -0.0022477420307754014 0.00089055540032717236 -0.0019262936939455535 -0.0020723638076545377 0.0018757602341926455 0.00024493215492588213 0.00094823059833529298 0.0013034676326226914 0.00088714108935839388 -0.0023610565278949004 -0.00025173091789279061 -0.0022243639544441917 0.0011755139392750195
leaf_weight=71.50954325508792 1.9821086358279014 26.982911575585604 2.0034071395639321 6.0312806274741879 6.204958354588598 4.4515199381858093 1.5284665962681163 4.4558632517000643 1.235889323987067 7.0017226729542017 2.0409625361353418 1.5759272307623193 151.47092483734014 1.3597358671249802 7.5096643563374528 8.534725222270934 5.1045519036706528 2.2675462027546018 2.8561476004542774 3.6782442029798395 1.5277949353912834 2.4504281058907509 5.7549267485737801 6.1523404669133033 2.5980911431834093 2.9480421664193299 2.3450748156756154 11.443556543672456 0.9453243109746835 4.9404671115335068
leaf_count=1125 13 187 65 37 125 41 63 53 45 35 168 58 1007 12 404 75 50 49 47 146 247 18 44 98 30 22 71 221 42 35
internal_value=0.000134177 -3.64993e-05 -0.000220597 -0.000157235 -0.000586918 -0.0013513 0.000109981 -3.55261e-05 5.7685e-05 0.000655221 -0.000184938 -0.000473993 0.000230706 0.000243116 -0.000454319 0.000387342 0.000219661 -0.000627512 -0.000293328 -0.000518942 -6.1205e-05 0.000252929 -0.000289522 0.000504769 9.8605e-06 -0.000151759 -0.000345961 6.01742e-06 -0.000746059 0.000335342
internal_weight=360.892 130.373 78.614 76.6106 29.3753 10.6565 47.2353 41.204 39.6756 11.4576 28.218 19.8844 230.519 51.7591 8.8694 42.8897 34.355 7.3721 17.8435 14.9873 11.3091 9.78128 7.33085 8.33355 74.1076 18.7188 15.7707 13.4257 2.18121 156.411
internal_count=4633 2436 1659 1594 493 166 1101 1064 1001 88 913 728 2197 777 416 361 286 99 560 513 367 120 102 185 1155 327 305 234 87 1042
is_linear=0
shrinkage=0.00192234


Tree=609
num_leaves=31
num_cat=0
split_feature=4 1 1 1 3 1 4 4 2 1 3 2 2 4 2 0 4 4 0 1 3 3 3 0 1 2 1 1 1 0
split_gain=0.217855 1.32226 0.834498 0.726026 1.20779 0.66193 0.731022 0.586469 0.457306 0.34534 0.822969 0.384431 0.98086 1.29208 0.85953 0.736138 0.600995 1.73618 1.97964 0.981533 0.77124 1.89117 2.78244 1.17577 1.68311 2.07993 1.33568 1.73415 1.03856 0.96354
threshold=33.96174662340001 68.327163385350005 69.165962322050021 65.644082171150004 0.099465000000000012 69.873026810350026 33.361153777850006 34.424709467050008 -0.21563499999999999 55.782817748650011 0.070640000000000022 -0.117885 -0.11051999999999999 41.362929270750008 -0.122095 81.90387694410002 38.751720283100006 38.110427674550003 89.861713010250014 83.116371560950014 0.093955000000000025 0.08376500000000002 0.080545000000000019 87.028078140750011 65.509659264600018 -0.59496499999999986 70.940344688150006 71.464594023550021 64.724629490550015 98.51854819030001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -4 8 -2 -7 10 -9 14 13 -13 16 -14 17 18 -11 -20 21 22 -18 -22 -25 -26 -27 -28 -24 -29
right_child=7 2 5 -5 -6 6 -8 9 -10 11 -12 12 15 -15 -16 -17 20 -19 19 -21 23 -23 28 24 25 26 27 29 -30 -31
leaf_value=-0.059622873510285702 0.031706853618405514 0.054932198836973097 -0.073757296076987694 -0.089437189250265753 0.041957434047809175 -0.059522098071193762 -0.056561737314048351 -0.056782770034508406 0.03039483123587914 0.023220711972839123 0.012457846998118197 -0.051774031319876589 -0.030375398285831842 0.0015304919773224531 0.025596533759728285 0.00028438231982138895 0.004523506021338798 -0.070537977203571745 -0.049601636354958935 0.036572619697561266 -0.029504046755821061 0.022848178625778322 0.026756110147568412 0.044027062768389087 0.023848915224375711 -0.06209358248347812 0.050366657928725883 -0.061416287700783639 -0.071744746869702239 -0.0034440444398680849
leaf_weight=0.85580989700974786 1.6282587195892109 0.84226607531309161 0.32945016026496921 0.63411174155771721 0.5029546320438385 0.17073773758056687 0.40944575471803535 0.92364753846777492 1.4799694525336231 3.7663830039091399 0.93469399050809443 2.3192605634831116 2.1416432434634762 2.622064599476289 4.5867659879731937 203.92657823969057 27.914997121595665 1.1443101499025941 2.2020949234138247 0.42709493429720158 4.1670083729550269 14.710025517852044 0.34346746047958676 2.1708678901195517 3.7481835907092318 1.8644341533072273 1.0062379613518713 1.3460123725235464 1.8503323452750917 1.8319931684236506
leaf_count=94 36 6 3 8 5 45 25 168 128 91 25 27 85 25 33 2349 798 35 74 62 37 151 7 18 35 23 5 25 157 53
internal_value=0.000382509 -0.0101453 0.0104057 -0.043473 -0.0220223 -0.00528856 0.00566064 0.00057378 0.0210944 0.0003965 -0.0219567 0.000542721 -0.000583502 -0.0234885 0.00379454 -3.42612e-05 0.00233454 -0.011521 -0.000961515 -0.0356032 0.00404845 0.00755953 9.00695e-05 -0.00570457 0.00258211 -0.0066016 -0.0254709 -0.00915236 -0.0563232 -0.0279976
internal_weight=292.801 5.22475 3.23187 1.99288 1.35876 2.3896 2.06015 287.576 1.65071 285.948 1.85834 284.09 211.01 4.94133 73.0802 206.068 68.4934 7.53988 6.39557 2.62919 60.9536 44.8188 30.1088 16.1347 11.9677 9.79686 6.04868 4.18424 2.1938 3.17801
internal_count=4633 314 207 107 99 201 198 4319 173 4283 193 4090 2486 52 1604 2434 1571 262 227 136 1309 1113 962 196 159 141 106 83 164 78
is_linear=0
shrinkage=0.0520229


Tree=610
num_leaves=31
num_cat=0
split_feature=4 3 2 0 4 0 4 4 3 3 3 1 0 3 0 4 3 1 4 2 4 2 2 1 1 0 3 1 3 4
split_gain=0.224614 0.691842 0.647465 0.468161 0.670655 0.451155 0.390976 0.798863 0.644376 0.815288 1.6427 0.853578 0.783732 0.581545 0.880245 0.776896 0.549904 0.490161 0.847961 1.0039 1.14336 1.02925 1.00014 0.779268 0.813268 0.771931 0.731724 0.721118 0.702985 0.608614
threshold=49.292797572200008 -0.25098999999999999 -0.15734499999999998 104.25302938255003 52.834037000700008 119.82189041595002 47.927946529500012 45.921757303800007 -0.23921499999999998 -0.15544999999999998 0.070640000000000022 70.182199495350019 105.7585659356 -0.25215499999999996 97.32487278035002 47.309807198350008 -0.53179999999999994 81.339300736700025 44.749265482150008 -0.085550000000000001 42.431220712750012 0.20852500000000004 -0.61402999999999996 82.49264927465002 83.75622459600001 103.57284947555002 -0.225495 80.13218303615001 0.090665000000000009 42.498713093000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 -4 7 16 -8 -10 -11 -12 -13 -9 -15 -16 -1 25 19 20 22 -21 -19 -24 -25 27 -26 -18 -27 -23
right_child=1 2 5 4 -6 -7 8 13 9 10 11 12 -14 14 15 -17 17 18 -20 21 -22 29 23 24 26 28 -28 -29 -30 -31
leaf_value=-0.03600545527013841 -0.058628567458413113 0.016879247942149331 -0.051356223486252087 -0.053810148132110575 0.019128788168634541 0.010180794880636128 -0.012684825168881111 0.019014565033295447 0.04288360621722602 -0.04088921261342375 0.047910673999273616 -0.017772858907578692 0.027269680726409552 -0.057005077942074635 -0.044144922864978307 0.022052397064943718 0.00079250936737567865 -0.05471284454542643 0.031265783844487333 -0.055672987787797466 -0.040184011933975347 -0.023672383811731996 -0.052523086858301225 0.04751334258608645 0.029959839392184745 -0.055973640831251913 -0.052162511342132643 0.015101322488838753 0.0093299197922188347 0.032551890036412942
leaf_weight=1.0283980176463945 0.63182090845657501 3.0237703952006996 0.98854631854919606 0.66717501101084031 0.59742046298924834 0.42635372714721598 2.5688444627448908 0.72725329105742265 2.1151087018661192 1.4056952069513489 1.8028397187590597 1.8091980032622816 2.0720001989975572 1.6188085848989424 0.77457911748206232 1.0363473432953467 245.47055230940168 0.4736826553180421 1.1411991554778058 2.2337248212788827 1.3048563636693868 1.8323259189128296 0.31526456726715046 2.1791115803644066 0.63565191991801751 1.1152338496613072 0.4732416544884479 9.1338477209210378 0.6537655405118129 0.65289746201597143
leaf_count=91 19 36 174 36 16 33 30 17 14 34 11 25 33 72 44 29 2857 37 12 297 112 120 25 24 33 54 252 54 35 7
internal_value=0.000329906 -0.00898236 -0.00348244 0.00619493 -0.0193523 -0.0328132 0.000537212 0.000152173 0.0094587 0.0156384 0.00751025 0.0194797 0.00627336 -0.0216002 -0.0302123 -0.00626187 0.000488768 0.000629009 -0.00959035 -0.0142063 0.000554809 -0.0310409 0.0135935 0.022573 0.0297735 0.00107713 -0.00508745 0.00130583 -0.0318395 -0.0089016
internal_weight=290.91 6.33509 5.70327 4.28837 1.2646 1.4149 284.574 272.801 11.7737 9.20484 7.08973 5.68404 3.8812 4.15699 3.42974 1.81093 268.644 267.615 11.242 10.1008 5.38181 4.71895 4.07695 3.60327 3.28801 256.373 1.10889 254.604 1.769 2.48522
internal_count=4633 314 295 88 52 207 4319 4172 147 117 103 69 58 162 145 73 4010 3919 919 907 483 424 371 334 309 3000 285 2911 89 127
is_linear=0
shrinkage=0.0500028


Tree=611
num_leaves=31
num_cat=0
split_feature=1 2 2 2 3 3 0 0 1 2 2 2 3 2 1 1 3 3 3 3 2 2 4 4 0 0 3 4 4 3
split_gain=0.221825 0.250308 0.449936 0.239817 0.339163 0.341131 0.241404 1.02216 0.92337 1.26334 1.52018 3.49403 0.880519 2.16601 1.92726 1.68728 0.820183 1.49054 1.40599 1.29244 1.61442 1.12978 1.2862 1.03389 1.57881 1.73241 1.54422 0.899537 2.26983 1.60412
threshold=90.937096262400004 -0.088274999999999992 -0.088039999999999993 0.70681500000000008 -0.16179999999999997 0.093745000000000023 93.972365491700018 93.843319501450011 74.757955233350017 0.075080000000000022 -0.070854999999999987 -0.095854999999999996 0.091885000000000022 -0.096559999999999993 72.04530097975001 69.873026810350026 0.093745000000000023 0.08759500000000002 0.088145000000000015 -0.098985000000000004 -0.020814999999999997 -0.016679999999999997 40.94178426300001 40.858951393400005 97.32487278035002 100.19345760555002 0.10821500000000002 42.055256506450007 42.527280425250005 0.084805000000000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -1 9 10 11 12 13 14 15 -8 17 19 -19 20 -10 22 -20 24 -18 -26 -25 29 -29 -21
right_child=1 2 -4 4 5 -7 8 -9 16 -11 -12 -13 -14 -15 -16 -17 23 18 21 27 -22 -23 -24 26 25 -27 -28 28 -30 -31
leaf_value=0.00072838197047694734 -0.048691397718792238 0.050482181418753082 -0.0228516046447923 0.041347164648826665 -0.020082063752588482 0.028565958129693231 0.0084739058181217287 0.025123840014022052 0.021832050935240727 -0.041371765626469721 0.0066698113533587471 -0.041244455065953194 0.015152813647415032 0.067891359763065401 0.013288925089282594 -0.057102807385464832 0.03306548572053717 0.044786930439317786 0.010571252249819842 -0.0091446304983845792 -0.0374817041103662 0.030035807572912927 -0.029179782814418555 -0.010077169585399091 -0.057734733316264178 -0.0096022745816409724 0.034563445418330306 0.040446979717771774 -0.0087086108720314716 -0.059290207711932781
leaf_weight=185.15981291167554 0.40504263700313459 0.23346565605606884 0.75885245675090007 0.73202577978372563 0.6864679007558141 0.5573171351570636 1.1855025372933576 3.7391412692377335 7.4160298387287185 2.224784181918948 13.184913370758293 6.4894199823029366 5.163632863201201 0.6936693750321864 2.5779913165024482 2.8505745299626142 1.0696428939700107 2.9629733330803019 7.1011902813570487 7.5595050428310078 1.1282204307208319 4.0487173279980171 2.2994501302018762 4.9504480388714001 2.5211033439263701 4.3475072918918158 2.4830363958608359 2.4794970673974595 10.467028204817323 1.660304311852087
leaf_count=2153 257 3 294 8 20 24 26 34 116 45 124 153 56 2 53 161 6 16 85 144 66 53 25 71 63 125 23 17 335 75
internal_value=0.000271544 -0.0180893 -0.00559815 0.00036071 0.0163992 0.00171622 0.000249817 0.00121128 -0.00162514 -0.00770686 -0.00537693 -0.013754 0.00055058 -0.00976733 -0.017912 -0.0378412 0.00171964 0.00474219 0.0159807 -0.00126387 0.014 0.00963448 0.000847923 -0.00754613 -0.0191393 -0.0272692 0.00483431 -0.0071475 0.000705586 -0.0181749
internal_weight=289.137 1.39736 0.992318 287.74 1.97581 1.24379 285.764 188.899 96.8651 34.3705 32.1457 18.9608 12.4714 7.30774 6.61407 4.03608 62.4947 47.1229 16.4123 30.7106 8.54425 13.4494 9.40064 15.3717 7.93825 6.86861 7.43348 22.1663 12.9465 9.21981
internal_count=4633 554 297 4079 52 44 4027 2187 1840 620 575 451 298 242 240 187 1220 932 179 753 182 163 110 288 194 188 94 571 352 219
is_linear=0
shrinkage=0.0461948


Tree=612
num_leaves=31
num_cat=0
split_feature=0 0 1 4 3 1 2 2 4 3 4 2 4 4 0 1 2 2 3 3 1 3 3 0 0 4 3 3 1 2
split_gain=0.2244 0.31268 1.69618 1.13757 0.569878 0.424598 1.20634 0.9141 0.531805 0.495957 0.424399 0.797081 0.433069 0.571224 0.77688 1.03735 0.998703 0.867924 1.25364 0.957621 1.10942 0.552871 0.488854 0.47648 0.426265 0.851861 0.617576 1.28296 0.486295 0.38362
threshold=113.1679565431 109.03310793845002 82.299080289250014 44.749265482150008 -0.17949499999999999 83.75622459600001 -0.15962499999999999 0.20852500000000004 49.960114208400007 -0.067414999999999989 49.292797572200008 -0.23265499999999997 48.823707093150006 44.461493122800007 71.144667506050013 74.927328095600004 -0.61402999999999996 -0.23381499999999997 -0.225495 0.080375000000000016 70.182199495350019 -1.0000000180025095e-35 -0.10978499999999999 85.799452775150016 78.252950803000019 41.559097512700014 0.10487000000000003 -0.10696499999999999 55.976386734050003 -0.117885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 10 8 -8 9 -7 12 -12 13 24 -15 16 -16 -18 -19 -20 23 -14 -17 -21 25 26 27 28 -1 -26
right_child=-2 2 3 -5 -6 6 7 -9 -10 -11 11 -13 21 14 15 22 17 18 19 20 -22 -23 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.059471373201321544 -0.016821776923996581 -0.070693467082795169 0.029191395604976005 0.055463741169583997 -0.060124806157504249 0.062107495457738374 -0.062336279288631488 0.032967096140881565 0.047468543800727271 -0.06180802728322958 -0.00057209178085131335 -0.063397434939069977 -0.0015380123568659585 0.047262837445843892 0.054821393852580891 0.036397924189807571 -0.066809582943741536 0.056267725913823466 -0.066439605130367702 -0.020204725472852316 -0.072675635837860242 0.035304738226968897 -0.0065160900166569887 0.02523401737709919 0.0059411985363959302 -0.063411622651414395 0.060272276029645737 -0.062485720772984289 0.036239728873604875 0.00019193314129770287
leaf_weight=0.21341250627301667 2.6012214069833126 0.6395926277909888 0.45092926570214398 2.3660050339531153 0.53742174156286604 0.15722265839576721 1.9316549824725364 0.42066293617244799 0.97751827910542488 0.37596828181995101 2.1537194936536257 1.0220890648197372 2.7956988401710987 0.73043327566119742 0.49415267258882423 1.5183952120132747 1.8053597469115601 0.65060061367693922 1.6994279089849484 1.6167614916339519 0.86866257269866753 2.7963462602347127 2.2780606539017745 1.5529437530785797 49.701433540772996 1.0445819550513986 0.46280307136476029 1.057991651061456 1.2461176697979679 200.67241844840464
leaf_count=35 463 26 20 34 167 1 177 20 8 68 30 132 36 21 4 16 152 7 51 29 76 26 46 17 630 159 4 80 138 1960
internal_value=0.000307517 0.000464276 0.0167412 0.0334128 -0.0193748 0.000232304 -0.0190565 -0.0452933 0.0217965 -0.0252689 0.000501907 -0.0207915 0.000749427 0.000412248 -0.0114638 -0.0148998 -0.0260634 -0.0309414 -0.0208051 -0.0295443 -0.014018 0.0168855 0.0106474 0.00205722 0.00102915 -0.0178853 -0.0019287 -0.0133633 0.0222449 0.00133321
internal_weight=286.84 284.238 3.99395 3.35436 0.988351 280.244 3.86303 2.35232 1.51071 0.533191 276.381 3.17581 273.206 267.614 13.2148 12.4844 8.68791 8.19376 6.3884 5.7378 4.03837 5.59205 3.79646 3.16971 254.399 4.02491 2.98032 2.51752 1.45953 250.374
internal_count=4633 4170 247 221 187 3923 274 197 77 69 3649 162 3487 3425 419 398 336 332 180 173 122 62 62 46 3006 416 257 253 173 2590
is_linear=0
shrinkage=0.0585862


Tree=613
num_leaves=31
num_cat=0
split_feature=4 0 4 3 2 2 2 1 2 0 2 2 2 4 3 3 3 4 2 3 3 2 0 2 3 2 0 1 2 0
split_gain=1.28476 2.8208 1.72616 1.59205 3.19051 1.86198 3.55639 4.29872 4.09113 1.83887 2.77889 2.0488 2.77795 1.60097 2.53684 2.37255 1.74623 2.88179 2.72733 1.56175 1.50509 1.67605 2.67582 1.48621 1.47229 1.43766 1.41524 1.89552 3.44015 1.40769
threshold=42.081757894750005 104.03526427400001 42.027798546600003 0.088145000000000015 -0.24150999999999997 -0.160525 -0.08725999999999999 62.084563606450011 -0.084729999999999986 86.345209775600011 -0.011849999999999999 -0.022394999999999998 0.15915000000000004 43.521589032450009 0.077440000000000023 -0.20885999999999996 0.08376500000000002 48.823707093150006 -0.10290999999999999 0.099465000000000012 0.082535000000000011 -0.156745 105.93331571405001 -0.18437499999999998 0.093955000000000025 -0.102645 87.842680954300008 80.13218303615001 -0.031989999999999998 97.32487278035002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 24 7 -7 -8 10 -10 26 19 14 15 25 20 18 -18 -13 21 -15 -23 -3 -5 -6 -11 28 -28 -26
right_child=3 23 -4 5 13 6 8 -9 9 11 -12 12 -14 16 -16 -17 17 -19 -20 -21 -22 22 -24 -25 29 -27 27 -29 -30 -31
leaf_value=0.00020371778687399073 -0.0021140288886697636 0.00036819013065753661 0.0012285053070177007 0.0015920545813474249 0.0016241555453818828 -0.00021549669832336146 0.0019826332789431825 -0.0027398141909994933 -0.0024278602118619611 0.0012192812678569352 0.00046693611711339189 -0.0025318133955338873 0.0013911447037285036 0.00028620417836808151 0.0006659375121718142 -0.0020355111138883031 0.00048164403291678441 0.0013897729449685436 -0.0027318417849523584 -0.00027890418037090936 0.001027157602316421 -0.0011112717094481591 0.00069966179265367942 -0.0020332753037850208 -0.0014665671609461306 -0.00065897033778784082 -0.0024720695052324279 0.0011727235218228073 0.00071288697935577153 0.00081310584382334979
leaf_weight=217.34278962574899 2.3175092181772916 1.3675215129187561 6.2486101351678363 2.9869871301052617 1.7355618828441945 4.9362731119617802 2.9691429659724227 5.036472343665082 3.457854688167572 4.3532819077372586 1.8981438409537137 3.0626860552001718 1.3836308741010723 19.906216733972538 33.751380091300234 2.663037978229112 1.3954474125057452 1.3894675250048747 3.2468975695082913 1.8084759835619477 5.2767116386676198 10.161355502845256 4.2873432448832309 3.1366685968387165 1.7811262495815752 2.4691999583737925 2.4549134625121951 2.6144799423636869 2.5602018386125565 2.2852476780244615
leaf_count=1937 200 161 30 24 9 46 9 75 56 14 29 48 16 289 287 86 10 14 88 29 34 383 89 447 23 45 34 86 8 27
internal_value=0.000114627 0.000202015 0.000232357 -3.61654e-05 0.000111807 -0.000336939 -0.000511509 -0.00149034 -0.000144017 -0.000411646 -0.00140196 -0.000120813 -0.00101262 0.000171592 0.00044923 -0.000615765 -7.53762e-05 -0.00103897 -0.0017659 -0.00169539 7.12794e-05 -7.55378e-05 -0.000573916 -0.00130416 0.000567312 0.000283415 0.000344688 -0.000154336 -0.000846158 -0.000185421
internal_weight=360.285 228.096 223.591 132.189 88.6001 43.5889 36.5356 9.97275 26.5628 23.5937 5.356 18.2377 6.25479 86.2826 40.6192 6.8678 45.6634 6.03181 4.64234 4.87116 39.6316 34.3549 14.4487 4.50419 7.05336 4.20476 11.9829 7.6296 5.01512 4.06637
internal_count=4633 2575 1967 2058 1534 524 450 121 329 320 85 235 93 1334 427 140 907 112 98 77 795 761 472 608 74 54 142 128 42 50
is_linear=0
shrinkage=0.00192234


Tree=614
num_leaves=31
num_cat=0
split_feature=2 2 2 3 0 0 2 0 4 1 4 4 4 1 1 4 1 0 1 0 4 2 1 0 2 1 0 3 4 1
split_gain=0.235416 2.04081 1.77695 1.57316 1.71217 1.49594 1.43567 1.38363 1.50195 2.92683 1.15029 1.64379 1.67435 1.22399 1.73466 1.65596 1.13156 1.23024 2.15282 2.27991 4.32382 1.81997 1.52958 1.65005 1.31903 1.02943 1.02613 1.02462 1.01099 0.964808
threshold=-0.079369999999999996 -0.077085000000000001 -0.082654999999999992 0.092185000000000031 86.135510041400025 94.75470680765001 -0.076544999999999988 86.474255765850003 41.184662530950007 62.025417527550012 42.527280425250005 42.409092016550012 42.243697547450004 62.111448187750007 62.132955852800002 43.118479346150004 81.339300736700025 86.264556031700025 63.910026677050006 92.168410086200012 38.238138001450004 -0.064729999999999996 62.057679025150001 85.990333302400003 -0.016014999999999998 62.186725015400008 85.216057360850016 0.10214000000000002 40.574766824850009 61.987779113750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 -1 4 -4 -2 -3 -6 -9 -10 11 12 16 26 -15 -16 17 22 21 20 -20 -19 29 -24 -23 -14 -12 -18 -26 -8
right_child=1 6 3 -5 7 -7 10 8 9 -11 13 -13 25 14 15 -17 27 18 19 -21 -22 24 23 -25 28 -27 -28 -29 -30 -31
leaf_value=0.00053083441168721632 0.048416830781084781 -0.050676801047932499 -0.07321616252467944 -0.068094445613856983 0.034781485903369318 -0.0082019662654629136 -0.0092021192632252002 0.037835288247667687 0.015232961200046895 -0.080206736168882853 -0.0020049644857387328 0.042862433912563939 -0.091189191665330543 0.058035879830763464 -0.041743358070029622 0.00056569771045172023 -0.061164573040264979 -0.014426897828356692 0.012826464829677723 0.0077037620249172552 -0.069890090517286146 0.049292751718231088 -0.010067921842917675 -0.085122991912402621 0.033876554971327563 -0.013102228130636571 -0.073018872270267987 0.016255740276381429 -0.009565109921764502 0.016484502123791406
leaf_weight=144.57299430331841 5.1598815349861971 1.7907695770263661 1.3258322458714227 2.0953648006543508 2.3001562431454659 2.1941761537163984 13.797499496256938 1.2207302518363574 2.0362091287970543 2.2112391187110916 1.0748454590066132 3.3956819366430855 0.97269833534664885 1.2989737540483499 4.2141134479898019 11.066342002479358 1.6506067443078785 3.1786619946360615 4.5458273403346521 41.565805781167001 3.8510268698446453 8.0763030238449574 2.5488492982403832 1.5564153939485548 4.1865143328905079 1.3031446698587386 1.7879067813046274 0.85663853988080507 3.0585564896464348 7.417563763447105
leaf_count=2598 86 24 34 35 9 24 157 22 7 61 85 32 23 6 73 301 240 17 32 419 66 56 45 11 28 24 34 25 23 36
internal_value=0.000331926 0.00213096 -0.00117589 -0.0232275 -0.0128898 0.0315239 0.00037636 -0.00259377 -0.0183154 -0.0344533 0.00112942 0.00357081 0.00221718 -0.0116741 -0.0056856 -0.0111025 0.00336807 0.00438614 0.00838684 0.00218906 -0.0251096 0.025125 -0.00643119 -0.0385233 0.0333307 -0.0464767 -0.0463561 -0.0347127 0.0155374 -0.000221135
internal_weight=286.311 130.549 155.763 11.1895 9.09417 7.35406 123.195 7.76833 5.46818 4.24745 121.404 101.962 98.5661 19.4422 16.5794 15.2805 96.2903 93.783 68.4627 49.9627 8.39685 18.5 25.3203 4.10526 15.3214 2.27584 2.86275 2.50725 7.24507 21.2151
internal_count=4633 1867 2766 168 133 110 1757 99 90 68 1733 1234 1202 499 380 374 1155 890 641 517 98 124 249 56 107 47 119 265 51 193
is_linear=0
shrinkage=0.0574375


Tree=615
num_leaves=31
num_cat=0
split_feature=4 0 2 2 2 0 2 0 3 1 4 2 3 2 4 3 0 1 0 1 3 4 1 2 4 4 3 4 1 1
split_gain=1.19509 2.00913 1.48575 2.76809 3.07415 4.461 1.73337 2.89066 4.61505 5.17321 3.75981 3.00882 2.28796 2.87858 1.70598 2.07999 1.72809 3.98858 2.61688 1.69428 1.633 5.65317 1.89686 1.8012 1.56695 2.2807 3.25331 1.61593 1.46639 1.3437
threshold=42.081757894750005 104.03526427400001 -0.064729999999999996 -0.053874999999999999 -0.043559999999999995 95.44832900530001 -0.086139999999999994 86.264556031700025 0.078770000000000021 65.509659264600018 41.542492784600007 -0.08158 0.091290000000000024 -0.072755 39.788107623550012 0.088350000000000026 85.662341410450011 58.309968391300011 85.931187223550012 62.020040611300011 0.096915000000000015 36.558960102350007 64.730006406800015 -0.13006999999999999 37.688226470200007 37.892416320650007 0.08574500000000003 36.242939472700009 83.116371560950014 61.982402197500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 14 10 -9 29 -8 -11 -13 -14 15 24 17 -16 -18 -20 23 -22 -23 28 27 -26 -27 -1 -17 -10
right_child=-2 -3 3 4 -6 -7 7 8 9 11 -12 12 13 -15 16 20 18 -19 19 -21 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00075774514150816574 -3.1942140070140186e-05 -0.0013201708921011656 0.0012329632371804969 -0.0023904331317398378 0.00039402178526996433 0.00059562503617066847 -0.00033958367073952031 0.0015366146320147784 -0.0014721759839493895 -0.0021548184673836541 0.0018869226083307025 0.0011611507653669971 -0.0018369734353527011 0.00087669432527410205 0.0016124069556617414 -0.0015424205118261369 0.0015490846720517927 -0.0023770483629545515 -0.0010598697491575834 0.00047010743265207285 0.0010754829472659798 -0.00026957829696247905 -0.002970551246568331 0.0014246197661327183 0.0017519112151642118 4.6723198538742622e-05 -0.0030221727866855718 -0.0029353422628217453 0.0014367158423916487 -0.0034637885215516805
leaf_weight=5.3542385934270014 128.76556664585951 3.2724333978694622 13.470575820654629 3.868528999388217 77.150675275945105 3.8257686607539654 8.1408306197263283 3.0137698678299811 2.1396390944719341 3.0037155367899713 4.5432638376951209 4.3405541162937826 3.5773504702374348 2.5916598923504344 1.6112854937091459 1.7257552202790978 8.553551033139227 2.3965786064509302 3.0197311360388985 35.459740651771426 5.5880955487955344 1.6254225298762319 2.5966577026993036 7.1917460709810275 2.0604660194367161 6.8616797805298102 1.6468050703406332 1.7346286405809221 1.0052384919254107 3.3285646960139275
leaf_count=143 2058 608 74 28 641 16 42 22 17 48 27 28 41 24 10 42 26 122 27 220 46 12 42 43 17 70 33 63 14 29
internal_value=0.000118669 0.000204978 0.000227518 0.00040725 0.000276154 -0.000905701 8.39858e-05 -0.000287546 -0.000717436 -0.00107532 0.000457919 -0.000424163 7.04723e-05 -0.000696936 0.000229686 -8.85067e-05 0.000462782 -0.000773164 0.000568102 0.00035004 0.000348966 -0.000218322 -0.00193073 0.00090982 -0.00057739 -9.90237e-05 -0.000547257 -0.0012906 -0.000445844 -0.0026845
internal_weight=353.465 224.699 221.427 98.3155 84.845 7.6943 123.111 34.6793 21.9953 18.9815 12.6841 13.5133 10.5096 6.16901 88.4316 37.3907 51.0409 4.00786 47.033 38.4795 19.7329 9.81018 4.22208 9.92274 17.6578 10.569 8.50848 7.08887 2.73099 5.4682
internal_count=4633 2575 1967 759 685 44 1208 278 209 187 69 141 93 65 930 525 405 132 273 247 199 100 54 99 326 120 103 206 56 46
is_linear=0
shrinkage=0.00196078


Tree=616
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 3 3 0 3 0 4 2 2 0 4 3 1 1 1 3 3 4 3 1 2 0 0 1 4 1
split_gain=0.223746 1.43801 2.26397 0.774423 1.21094 0.749868 0.587317 0.588856 0.579333 0.716856 0.636365 0.868122 1.25459 0.898389 1.3086 1.01136 1.0006 0.712829 0.683095 0.627997 1.25624 1.66595 1.18968 1.74728 0.805197 0.730835 0.765054 0.721964 0.878441 0.986157
threshold=71.053259929650025 95.550490414250007 -0.089139999999999997 70.816675614150014 70.348883899450016 0.078095000000000012 -0.25843999999999995 118.55293817840001 0.094595000000000026 96.631250582750013 42.431220712750012 -0.0309 -0.075639999999999999 96.870523356300012 40.890797847750008 0.12001500000000002 83.116371560950014 83.602982482550019 75.629015667650023 0.087475000000000011 0.088145000000000015 41.243661560350013 0.089045000000000027 82.140461259550008 -0.117885 95.746747857800017 95.988709089550014 77.621163142300006 40.00488309970001 80.538140213850014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 7 -3 19 -10 11 12 13 -11 16 -16 -15 -18 -12 25 -21 24 -23 -24 -22 -8 -27 -26 29 -29
right_child=1 6 -4 -5 5 -7 8 -9 9 10 18 -13 -14 14 15 -17 17 -19 -20 20 21 22 23 -25 27 26 -28 28 -30 -31
leaf_value=0.0013031699236927712 0.0048165091452203393 -0.061286034418289531 -0.058226543369014706 0.024571135644204749 0.014379701149942867 -0.059430020869340544 0.04287701183735973 0.041404839188048881 -0.062181341002137569 0.033555237468064082 0.052900978623456288 0.0060518108392217428 -0.077325000320065229 -0.064661629429717787 -0.02602069985771064 0.038094543921045249 0.060456397413869559 -0.058397618228308995 -0.0016167098162421286 0.039866209950860293 -0.018966225475799233 0.015731987773328394 -0.07196922852428965 0.014746523637748218 0.007626484361514683 -0.056820778482644052 -0.0011180607200352039 -0.066298259521950342 0.054599263882958507 0.028598807846566217
leaf_weight=194.17285815885407 3.540411967318505 0.84781853137246688 3.4067444180109296 4.2842062877025446 0.56796091288560946 1.6050845003919674 1.1256227567791928 0.21293457489809953 0.71726677007973449 1.0381242707371736 1.0494461786001914 5.4473514628189141 1.0974878883789632 2.3468085435451944 1.6239202620490689 1.3931154273450372 0.38622639328241337 0.25556315713220101 2.1065555467503145 3.7643906044395434 1.7904137030054723 1.5981594240292896 2.0978363631293182 1.0691181093934572 5.6898936629295331 0.76759916916489501 35.831963420776447 0.43376722652465094 3.079465149785392 1.4475764765811616
leaf_count=2203 64 86 300 35 22 85 6 15 17 5 11 111 32 71 36 9 2 69 52 30 50 86 32 29 29 9 1028 10 23 76
internal_value=0.00034892 -0.00204019 -0.0260985 0.00135117 0.000844515 -0.0401386 0.000124278 -0.040672 0.000692503 -0.00813546 -0.00582037 -0.0110071 -0.0224213 -0.0138667 -0.022064 0.0035845 -0.0479566 0.0131283 0.0165117 0.0033188 0.0109779 0.00465775 -0.0230995 -0.0426952 0.0152891 -0.000938751 -0.00228631 0.0210476 0.0364411 0.00671911
internal_weight=284.796 84.1656 6.94716 200.63 196.346 2.17305 77.2184 1.06075 76.1577 17.4619 16.7446 13.5886 8.14125 7.04376 6.00563 3.01704 2.9886 0.64179 3.156 58.6958 20.9706 17.2062 4.76511 3.16695 12.4411 37.7252 36.5996 10.6507 4.96081 1.88134
internal_count=4633 2288 364 2345 2310 107 1924 101 1823 415 398 335 224 192 187 45 142 71 63 1408 365 335 147 61 188 1043 1037 138 109 86
is_linear=0
shrinkage=0.0552071


Tree=617
num_leaves=31
num_cat=0
split_feature=2 1 0 0 1 2 0 1 2 2 1 2 2 1 0 0 2 2 0 3 2 3 2 3 3 1 3 2 2 0
split_gain=0.203358 0.498652 0.246984 0.844778 0.842973 0.839672 0.858671 0.711755 0.670963 2.42659 0.992423 1.4967 2.76262 1.40764 2.06446 1.20013 0.772329 2.25636 1.11734 0.742034 1.02455 0.749779 0.652353 0.665279 0.915842 2.00454 1.49699 1.22624 1.28511 1.07198
threshold=0.63131000000000015 80.677940036650014 93.972365491700018 93.843319501450011 67.606656606400023 0.22387500000000005 101.11291028615001 81.210254746450019 -0.057599999999999998 -0.068964999999999985 75.28220456885002 -0.095854999999999996 -0.079369999999999996 75.629015667650023 97.491557184450016 97.789976036950009 -0.102645 -0.11692 94.354126546200021 -0.222165 -0.027754999999999998 0.11360500000000003 -0.61402999999999996 0.12001500000000002 0.089850000000000027 80.538140213850014 0.087475000000000011 -0.084729999999999986 -0.086139999999999994 102.21786657775002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -8 9 10 11 16 -13 -12 -15 -16 17 18 -6 20 -10 -21 -17 24 26 -26 27 28 -24 -27
right_child=1 -3 4 -5 5 6 7 -9 19 -11 13 12 -14 14 15 22 -18 -19 -20 21 -22 -23 23 -25 25 29 -28 -29 -30 -31
leaf_value=0.00076810602182806535 0.031064993366792467 -0.024672194405817395 -0.060930770738226933 0.026115269938480422 0.046007247611769365 -0.046954870950967377 -0.059346712131349288 0.0067394509523689356 0.023553687106334518 -0.069190570240066987 0.030139255217418989 -0.058514037456667473 0.0042743268129513349 -0.066658299138521795 0.040146758490122725 -0.055983824329579934 0.025176225440297014 -0.062748473933928434 -0.0041807643504054165 0.0094683508284087829 -0.061867846806727647 -0.028967398129455469 -0.0022483840983233837 0.030719318941311469 -0.047135056317571623 0.041042755763645605 0.03542946287648463 -0.042362370490409723 0.060342630918809918 -0.024841147854342778
leaf_weight=183.29741604212904 1.6101812552660697 0.59490390199061938 0.65262533212080498 3.6289976151892906 1.4139339439570884 2.1594689962221301 0.53022294933907721 2.6228539568037377 0.62044658022932708 1.4937349049578248 4.6463476557983077 4.0708596433978528 3.550627876073114 1.2298170185531514 2.0883308649063137 0.56812038238422502 2.5771876988001177 1.6402377416379756 7.9545934900525026 28.204227209706008 0.9805607081507357 1.443889517453498 11.266598336640534 1.8161105967683386 3.2516313295927821 1.5850847191177311 3.3314382139360523 1.8879667713699735 0.96371979266405183 1.1556742611883235
leaf_count=2151 41 35 18 34 9 35 23 104 5 65 37 122 40 63 11 50 22 71 216 455 49 37 584 35 63 16 57 52 7 126
internal_value=0.000291129 0.0160278 0.000167478 0.0012602 -0.00201229 -0.00159907 -0.0216823 -0.00437363 -0.000383075 -0.00376658 -0.00198969 -0.0108108 -0.0292628 0.00354652 -0.000693011 0.00221317 -0.000459565 -0.00646099 0.0033938 0.00573361 -0.028764 0.0075965 -0.000854153 0.00038585 -0.00196415 -0.0195111 0.00406162 -0.00334014 0.00268364 0.013262
internal_weight=282.838 2.20509 280.633 186.926 93.7063 93.0537 5.31255 3.15308 87.7411 56.492 54.9983 21.2074 7.62149 33.7908 29.1445 27.9147 13.586 11.0088 9.36853 31.2491 1.60101 29.6481 25.8263 25.2582 23.4421 5.99239 17.4497 14.1183 12.2303 2.74076
internal_count=4633 76 4557 2185 2372 2354 162 127 2192 1646 1581 480 162 1101 1064 1001 318 296 225 546 54 492 990 940 905 205 700 643 591 142
is_linear=0
shrinkage=0.0520229


Tree=618
num_leaves=31
num_cat=0
split_feature=1 0 3 0 0 0 4 2 1 4 4 0 1 3 4 2 2 2 1 2 2 2 3 2 1 1 4 1 4 3
split_gain=1.10367 1.55479 1.42992 1.42056 1.80202 1.5299 1.49411 2.50858 2.33361 3.26644 2.22095 1.9429 1.92773 1.80268 1.74868 2.34634 1.61683 1.68978 2.28411 1.3356 2.01776 2.63746 1.82808 1.79911 1.47501 1.44771 1.33794 1.55185 1.77975 1.60034
threshold=69.873026810350026 91.886121982450007 0.4149000000000001 86.09518316945001 86.036037090600004 86.135510041400025 41.873095646600007 -0.105535 62.116825104000007 43.847983878700006 41.741384785950011 85.769879735700016 62.186725015400008 0.08326500000000002 43.067541470150012 -0.089569999999999997 -0.124155 -0.60414999999999985 61.076391807500009 -0.059424999999999999 -0.016014999999999998 0.048475000000000011 -0.245505 -0.068964999999999985 71.053259929650025 70.128430332750014 39.788107623550012 83.116371560950014 35.119813570500007 0.094780000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 19 4 6 -5 10 12 9 11 16 14 -8 -11 15 -9 17 -1 -19 23 24 -22 -23 26 -21 -24 27 28 -3 -30
right_child=1 2 -4 5 -6 -7 7 8 -10 13 -12 -13 -14 -15 -16 -17 -18 18 -20 20 21 22 25 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00138916762505813 -0.0023447444101764203 0.00065216830184103747 -0.0021985318322213553 0.0012004052800690091 -0.002059294240469094 0.00028598315806141207 -0.00010891390249823171 -0.0023183659576285175 -0.0024752301341670665 -0.0003259414910123542 0.0017960371536940363 -0.0025565849921180346 0.0014089978209055132 0.0020437732408653017 -0.0022627949616488849 0.00037085439786517819 0.00034441368790701397 -1.9559659177998209e-06 -0.0023370558559102938 0.0016848681851915988 -0.001704301822462612 -0.0023113470320251257 -0.0016270835678041989 -0.0017622904674742161 0.00044225161452567254 0.00036092365677292101 6.6672141543257747e-05 0.00088597377366093357 -0.0007180396701465413 -0.0023839906297503486
leaf_weight=1.3086502607911805 1.091686398081946 2.5621642546029788 1.1212504882059864 7.4196126759052268 1.5867741163820017 135.51110296067782 11.032603502855634 1.5718701048754145 2.5378722897730759 2.4182300044922149 3.4559674351476124 2.4798788093030444 4.5405799285508683 2.5207051951438189 1.9559826399199662 6.0424452306469965 34.279808626044542 3.5790652728173891 2.9281157051445916 5.1169021092355278 3.2301775551604797 1.1064457442844311 1.4856891324743653 2.5597142968326798 13.011966186924836 27.048152174364077 51.787618914138875 2.3850403451651792 8.4381781852571276 3.0068773229140779
leaf_count=11 65 45 43 41 12 880 171 34 59 50 17 36 86 12 69 93 233 127 168 25 128 57 20 66 159 405 1082 213 146 80
internal_value=0.00013352 -1.50704e-05 5.63019e-06 0.000215316 9.99644e-06 0.000333451 5.07085e-05 -0.000253318 -0.000721442 -0.000459457 0.000284979 -0.00100989 0.000333655 0.0008835 -0.000609102 -0.000184298 0.000160924 -0.000643852 -0.00105271 2.59312e-05 0.000267813 -2.18311e-05 0.000161523 -0.000148452 0.000792982 0.000257413 -8.78628e-05 -0.000576081 -0.000825028 -0.00115572
internal_weight=349.121 123.952 122.86 225.169 82.2385 142.931 80.6518 35.1002 19.527 16.9891 45.5516 12.0502 15.5732 4.93894 9.5703 7.61432 42.0956 7.81583 6.50718 121.739 50.9993 32.8705 29.6403 70.7396 18.1289 28.5338 68.1799 16.3923 14.0072 11.4451
internal_count=4633 2534 2469 2099 1178 921 1166 610 353 294 556 232 257 62 196 127 539 306 295 2426 794 610 482 1632 184 425 1566 484 271 226
is_linear=0
shrinkage=0.00196078


Tree=619
num_leaves=31
num_cat=0
split_feature=1 0 4 3 3 0 2 4 0 2 3 1 0 4 1 4 4 4 0 2 2 2 2 0 3 3 2 3 4 1
split_gain=1.3906 1.66712 1.75527 1.65243 1.24573 1.1922 1.10566 0.969784 0.953111 0.837995 3.32231 1.45847 1.39259 1.93537 1.11979 1.05348 1.05301 1.14182 0.943627 4.17002 0.928786 1.31669 0.813461 0.775016 0.75622 3.92056 1.99224 1.44092 1.35553 1.75633
threshold=70.182199495350019 94.625660817400004 40.300545846000013 -0.20885999999999996 0.4149000000000001 85.990333302400003 0.20852500000000004 44.279556297950009 85.931187223550012 -0.068964999999999985 0.10487000000000003 62.245871094250013 85.705356740550016 42.081757894750005 62.111448187750007 44.279556297950009 41.808689985400001 43.847983878700006 85.431134011250023 -0.088039999999999993 -0.013285 0.050115000000000014 -0.160525 91.625341543800019 0.08759500000000002 0.090235000000000024 -0.087660000000000002 0.08729000000000002 41.489621506400006 65.765062787050013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -3 6 8 24 9 12 11 14 18 -14 16 -15 20 -18 -1 -20 -11 -22 -5 -9 27 26 -26 -7 29 -27
right_child=1 4 3 22 -6 7 -8 23 -10 10 -12 -13 13 15 -16 -17 17 -19 19 -21 21 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=9.364129043327348e-05 -0.0024164976704456258 3.2895328152009088e-05 0.0014140526607442736 0.00019328827260065094 -0.0021994369671863847 0.00043419065304577868 0.0013182239546787266 0.00010731290922440547 -0.0010292537093586783 0.00094342902827875398 -0.0027577126809428471 -0.0023660545075392487 0.001104545081074539 -0.00097748548099425305 0.0020343227344738622 0.00060930573868257299 -0.0022209241532274277 0.00041167977778252418 -0.0023797358775815712 0.00047381201021500836 -0.001830451653192022 0.00048194279457202001 -0.0020725874088693579 -0.0015069718706075472 -0.00012298920894914856 0.00088757563945839968 -0.0017104888585151147 0.0017810485368114075 1.1304993445196865e-05 6.9588908628542549e-05
leaf_weight=26.295257151243277 2.2457766063744193 105.5415042231034 1.4582968940958378 0.99145471974043164 0.96992524808592762 66.300379074178636 2.4170017759315661 2.7852466781623653 3.4915159894153467 4.2848105914890766 1.972782980185001 0.95040875207632858 10.765510030090811 3.5165539700537911 1.1090234108269221 2.9647755473852158 1.5172399216098704 1.0873628873378036 3.2824857467785478 4.9201423572376353 1.4924132453743313 2.5891686952672899 1.5797469643293882 1.9397639888338742 7.1908526904881001 28.958035744726658 5.2643543835729343 3.2013574242591849 22.437817273661494 15.490342000499366
leaf_count=588 56 2188 19 24 38 450 28 29 42 20 31 43 36 35 4 14 98 39 67 38 37 28 138 59 42 145 48 12 137 100
internal_value=0.000132559 -4.52961e-05 -0.00102742 -0.000253237 1.2567e-05 0.00022123 1.42879e-05 0.000319139 -3.05817e-05 2.16578e-05 -0.000386354 -2.73346e-05 0.000139959 0.000594895 0.000156667 -0.000251634 -3.31396e-05 -0.00112187 -8.74809e-05 -0.000668106 0.000305802 -0.000363574 -0.00119887 -0.000555401 0.000346901 0.000216092 -0.000793966 0.000496229 0.00040418 0.000602506
internal_weight=339.011 112.787 6.27528 4.0295 106.511 226.225 72.6565 153.568 70.2395 66.7479 15.0032 13.0304 51.7447 17.2468 12.08 6.48133 10.971 2.6046 34.4979 8.20263 8.36639 4.08158 2.5712 4.72501 148.843 79.3414 12.4552 69.5017 66.8862 44.4484
internal_count=4633 2463 237 181 2226 2170 1148 1022 1120 1078 300 269 778 85 226 49 222 137 693 105 85 65 162 88 934 472 90 462 382 245
is_linear=0
shrinkage=0.00196078


Tree=620
num_leaves=31
num_cat=0
split_feature=0 0 2 0 3 2 1 3 2 3 0 0 2 4 1 0 3 0 1 3 3 0 1 2 4 0 1 1 2 1
split_gain=1.32274 1.56956 2.16834 1.4623 1.35538 1.37279 1.31801 3.40313 1.92138 1.91366 1.93037 1.84836 1.64903 1.50984 1.30038 2.27454 1.43245 1.08366 1.2653 1.8753 1.17059 1.01244 2.92723 1.14159 2.06896 1.1114 5.27368 2.98513 1.74563 1.89938
threshold=93.972365491700018 94.625660817400004 -0.14907499999999999 76.535026057600007 0.4149000000000001 -0.051199999999999996 71.830224329350003 0.089505000000000015 -0.10040499999999999 -0.222165 101.11291028615001 94.770837556450019 -0.16262999999999997 38.324118171300007 71.397382570300024 96.324766355850002 -0.222165 93.843319501450011 69.873026810350026 -0.10696499999999999 0.096915000000000015 93.308316333500017 68.846035804500005 0.20852500000000004 39.525197829750006 90.321439350550008 66.859265246100009 67.606656606400023 0.13747000000000004 61.944763783650011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 5 6 7 -3 -9 10 -8 -10 -12 -11 -7 -16 -17 18 21 -20 -21 22 23 25 -25 28 -27 -28 -5 -30
right_child=1 4 -4 17 -6 14 9 8 11 13 12 -13 -14 -15 15 16 -18 -19 19 20 -22 -23 -24 24 -26 26 27 -29 29 -31
leaf_value=-0.00045769055763815198 0.00053454337894770357 -0.0016776887074894415 -0.0015193586321552803 0.00021205258059848239 -0.0021198067340852632 0.0012045017566704461 0.0018413358129714457 0.0011546704088173957 0.0010628750375858661 -0.0013210906875069151 0.00084807746017726471 -0.0021284702752780698 -0.0021322859245654665 -3.159511005470817e-05 -0.0014803300781192485 -0.0016700406421275556 0.0003871519420482979 0.0011414547459154762 0.00077456663928974481 -0.0022650941732622622 -0.00018094774565372004 0.0010705481054304859 -0.0015572477641663362 0.0016065615989171384 -0.00022819688715548496 0.0013677064055426698 -0.0022960466222798465 0.00033434817382983713 0.00034233185448095677 -0.0021231791309767605
leaf_weight=10.969996402971445 2.7541386671364307 6.1164478762075287 5.4157144153723475 167.56839881592896 1.033752037983503 5.0883586881682268 3.773513566236935 3.7634017802774906 1.0374675113707783 3.4693592298863285 1.8631151337176564 1.702313210815191 1.020619287213776 45.818238529420341 2.6909069297835222 1.2453197569702741 34.75064195037703 4.7117389864288262 2.2092358323279768 2.2929501452017571 1.6431559342890976 5.2398982476443043 3.1983389295637599 5.7224518582224828 3.5293782367371023 12.598216217011215 2.5893752868287256 3.7542574061080813 2.0660464575048527 2.3979498469270766
leaf_count=476 68 209 111 1250 38 31 27 19 8 256 52 42 54 861 31 72 557 35 23 80 18 31 24 31 50 70 28 34 21 26
internal_value=0.000129933 -2.91542e-05 -0.000826968 0.000213823 2.83374e-05 4.81047e-05 -0.000118363 -0.000668532 0.000280611 5.74046e-06 0.000954166 -0.00092001 -0.000206741 -0.000122363 0.00030884 0.000191037 0.000315981 0.00024738 0.000227769 -0.000615079 -0.00139505 0.000252592 0.000231523 0.000260096 0.00090664 0.000228774 0.000662056 -0.000739339 0.000181067 -0.00098208
internal_weight=352.035 121.543 8.16985 230.491 113.373 112.34 68.5645 12.6196 6.50318 55.9448 6.65725 2.73978 2.88373 49.2876 43.7752 38.6869 35.996 219.521 214.81 6.14534 3.93611 208.664 203.424 200.226 9.25183 190.974 18.9418 6.34363 172.032 4.464
internal_count=4633 2436 179 2197 2257 2219 1528 278 69 1250 133 50 106 1117 691 660 629 1721 1686 121 98 1565 1534 1510 81 1429 132 62 1297 47
is_linear=0
shrinkage=0.00188464


Tree=621
num_leaves=31
num_cat=0
split_feature=1 0 3 0 2 0 2 2 2 3 0 4 3 1 1 4 1 3 1 1 0 2 1 0 2 2 2 3 1 4
split_gain=1.77014 2.03793 1.49086 1.40798 1.32327 1.45374 1.18473 2.58984 2.66304 2.25337 2.65247 2.07041 2.03522 1.74094 1.62565 1.54051 1.54772 1.5392 3.50115 2.23567 1.51435 2.03468 1.46666 1.46454 1.37 1.27782 1.94798 1.32663 1.1924 1.15858
threshold=69.873026810350026 85.990333302400003 0.4149000000000001 91.886121982450007 0.20852500000000004 85.931187223550012 -0.059424999999999999 -0.016014999999999998 0.048475000000000011 -0.21029499999999998 93.843319501450011 38.238138001450004 -0.245505 70.128430332750014 71.053259929650025 35.119813570500007 73.007768990450018 0.083555000000000032 83.602982482550019 83.602982482550019 101.11291028615001 -0.16262999999999997 81.573196594050017 107.30980627685001 -0.16077499999999997 -0.16533 -0.21563499999999999 0.082685000000000022 87.667931175800007 41.559097512700014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 5 -1 9 14 -9 20 -11 15 -10 -14 -8 16 -12 18 25 -19 -5 -22 -15 -24 -20 26 29 -27 -25 -13
right_child=2 -3 -4 6 -6 -7 7 8 12 10 11 17 13 22 -16 -17 -18 19 24 -21 21 -23 23 28 -26 27 -28 -29 -30 -31
leaf_value=2.8436084277467465e-07 -0.0022201214428507307 0.00037092909825166948 -0.0021963392654687245 0.001217231614437195 0.0012850537065191082 -0.0012049699678992848 0.0016687699198206986 -0.0017551703534249166 -0.0023605393999873467 -0.0029890846634876276 0.0012353452906239185 0.00078052726881189922 -0.0017074983130066941 0.0004791219657032423 0.00042699498129805273 -0.0019843092529245425 -0.0021434477817769797 0.00017272551355689841 -0.0020747154962677938 -0.002082459531783259 0.00085290487179103815 -0.0022304139138538946 -0.0021890631977025525 0.0012025944833764955 0.00071508017090946398 -0.0022908724815555504 0.001790852745874229 -4.9916518921655823e-05 -0.0020579487265988778 -0.0021724716317053578
leaf_weight=69.584350021032151 1.0656519570620719 151.27923781145364 1.1733310458293988 6.7422986964229477 2.7898270506411782 3.9057698603719464 5.5438316296786097 3.2389142592146518 1.2115100318915235 1.3112941458821286 1.3946625180542462 0.68019863590598184 1.6934641934931303 23.321819361881357 13.105469313391948 4.0426287134032464 0.78184189959574713 40.179974806960672 0.7251628458034246 1.6928787919896411 1.9916904386482204 1.3118149860820265 1.6271307400311337 1.4364395070588218 6.3164626199868499 5.1203323601512309 1.0391894653439466 1.2061649090610442 0.58257627056445915 1.7649088492617009
leaf_count=1078 64 951 44 55 28 42 25 128 57 21 6 12 20 204 159 191 96 400 83 150 54 58 61 33 163 262 8 15 107 58
internal_value=0.000139443 0.00024175 -3.9226e-05 -1.96253e-05 -1.44398e-05 -6.37711e-05 -1.31422e-06 0.000223174 -9.95295e-05 -0.000153602 -0.000282237 -0.000227583 7.99801e-05 0.00018314 0.000796134 -0.0012823 2.16184e-05 -0.000115887 -0.000606455 8.15506e-05 0.000694795 -0.000371474 0.000301864 -0.000831933 0.000427781 -0.00134877 -0.000413933 -0.00186363 0.000261782 -0.00135098
internal_weight=357.861 227.559 130.302 129.128 76.2799 73.4901 128.063 51.7612 33.1119 76.3015 66.2557 64.9444 29.8729 28.6614 18.6493 6.21913 2.1765 58.7253 16.8524 41.8729 10.0458 3.30351 26.968 3.64615 7.04163 9.81079 3.4843 6.3265 2.01902 2.44511
internal_count=4633 2099 2534 2490 1148 1120 2426 794 610 1632 1465 1444 482 425 184 293 102 1151 601 550 167 112 405 201 246 355 78 277 140 70
is_linear=0
shrinkage=0.00192234


Tree=622
num_leaves=31
num_cat=0
split_feature=1 3 0 0 2 0 2 3 0 4 3 2 1 2 4 4 0 2 3 3 2 4 4 4 3 2 1 0 0 0
split_gain=1.01408 1.5752 1.43127 1.25871 1.27329 1.32291 1.12546 3.84201 1.42345 2.53991 1.37755 2.19902 1.91111 1.89388 1.56973 1.31956 1.14011 3.75548 1.098 3.05167 3.10986 2.19731 2.55499 2.05777 2.58927 2.77808 1.74114 1.51676 1.50355 1.50132
threshold=69.873026810350026 0.4149000000000001 91.886121982450007 85.990333302400003 0.20852500000000004 85.931187223550012 -0.068964999999999985 0.10487000000000003 85.705356740550016 42.081757894750005 0.10214000000000002 -0.053874999999999999 62.046925192600007 -0.013285 38.751720283100006 44.279556297950009 85.398872513700013 -0.089569999999999997 0.08759500000000002 0.092895000000000019 -0.079789999999999986 43.564719632750005 42.670715716450012 41.489621506400006 0.10214000000000002 -0.072755 62.084563606450011 87.525442894850016 89.711159354950013 86.692020874450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 8 10 16 -10 11 -8 13 -13 -15 -11 -1 -18 21 20 -20 22 -5 24 28 -26 -27 -22 -21 -25
right_child=1 -3 -4 18 -6 -7 7 -9 9 15 -12 12 -14 14 -16 -17 17 -19 19 23 27 -23 -24 29 25 26 -28 -29 -30 -31
leaf_value=0.00011851141665868007 -0.0022591961749034327 -0.0021632977518685503 7.4114826747143068e-06 0.0003429124873843099 0.0012463034299213661 -0.0011490806380355563 -0.0031112871785740708 -0.0027732159724257474 0.0011115632701345411 -0.0010662411096192016 0.0008723055880482327 0.001302074508566096 -0.0022692179470322044 0.0013786140989534876 -0.0011076925918461901 0.00058426652858738193 -0.0022871715865120565 0.00016927995018148632 3.327622815148292e-05 0.0016384580798923178 -0.0021478127531333372 -0.00046616170326620058 0.0011984883036695814 -0.00089893971377144914 -0.00073769639486378862 0.001527617615906435 0.00010785397419565637 -0.00045111562881744411 0.00035700519488550815 0.00023339152023217871
leaf_weight=26.285958463908173 0.99757369729922984 1.2195577690872585 122.66144762755721 48.824127070605755 2.74068629159592 3.773043254390358 0.98902246868237753 2.1664394903928033 11.240056455135347 3.889817100018262 3.9173803180456153 3.2303725308738631 1.3188608181662846 1.1684350604191456 3.9544023504131474 3.0850015357136726 3.270226588472724 6.8222552668303234 15.795544182881715 10.26807441562414 4.4213095959275952 8.3554478315636498 16.616720501333475 6.0854389742016819 7.2079226523637763 5.4781736880540866 6.9736003428697586 3.244829117320478 4.7596409581601611 13.137515734881161
leaf_count=564 64 44 2426 290 28 42 13 31 36 35 17 20 45 15 159 14 75 54 87 45 43 95 122 41 39 23 40 25 28 73
internal_value=0.000104728 -3.1894e-05 -1.08735e-05 0.000179224 -1.54694e-05 -6.15094e-05 -3.98834e-06 -0.000431416 0.000127113 0.000557183 -8.34119e-05 -0.000434587 -0.00016088 0.000171999 -0.000540607 -0.000336212 -8.82257e-05 -0.000626674 0.000279491 0.000122627 -0.000444739 0.000443957 0.00056016 0.000369543 0.000643647 0.000193463 0.000732481 -0.00142966 0.00123259 -0.000125072
internal_weight=353.899 124.879 123.659 229.02 77.852 75.1113 71.3382 16.7449 54.5933 18.2149 14.5785 10.6611 9.67207 8.35321 5.12284 6.97482 36.3784 10.0925 151.168 77.372 23.4617 73.7963 65.4408 53.9104 34.6874 19.6597 12.4518 7.66614 15.0277 19.223
internal_count=4633 2534 2490 2099 1148 1120 1078 300 778 85 269 252 239 194 174 49 693 129 951 444 155 507 412 289 175 102 63 68 73 114
is_linear=0
shrinkage=0.00188464


Tree=623
num_leaves=31
num_cat=0
split_feature=0 1 1 0 4 2 0 3 3 3 3 3 3 3 2 1 0 4 0 0 1 3 4 4 3 4 3 2 0 4
split_gain=0.221833 0.589366 1.52917 0.476346 0.872413 0.704759 0.601963 0.38747 1.19455 0.634661 1.20251 0.361978 1.45728 1.26968 1.41244 0.657799 3.31603 1.52662 1.44714 3.22816 2.60505 1.24906 1.10648 0.963206 1.49072 0.925248 0.840871 0.88824 1.65292 2.11428
threshold=76.535026057600007 58.309968391300011 59.240174904450008 73.921844754800006 35.771221912400001 -0.23381499999999997 71.249517373150013 -0.15544999999999998 0.070640000000000022 -0.25587999999999994 -0.55393499999999996 -0.22831499999999999 -0.21029499999999998 -0.24665999999999999 -0.040509999999999997 67.254468591300011 91.886121982450007 38.621016321050007 90.321439350550008 91.625341543800019 65.036490633650018 0.084805000000000019 44.952171034750002 37.041406607950009 0.090465000000000031 37.817254840650008 0.25799500000000009 -0.059424999999999999 92.773313165550022 38.238138001450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 -1 9 -9 10 -7 13 -13 -4 -15 17 22 23 20 21 -19 -20 -17 24 -14 -25 27 28 -18 -30
right_child=1 2 11 4 -6 7 -8 8 -10 -11 -12 12 15 14 -16 16 26 18 19 -21 -22 -23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=-0.066505513042013728 0.023570412305476511 -0.06304534213022292 -6.7322955863121148e-05 0.020449942954042979 -0.060451320998253885 0.058260486864938045 0.010711830258123155 -0.059876074399508476 0.029183988798838271 0.043432226232496332 -0.065863687069614804 0.034642159245430251 -0.02405426081080958 -0.065170275119525167 0.0078894653778738503 -0.085899899517808673 0.04958742458898769 0.00052250498633237474 0.060851788926148905 -0.03786303137189731 -0.056551503718014262 0.015734762925716864 -0.0034515807095689562 0.051597639286044723 0.020887675994961871 0.015968239339395212 -0.041822499269692656 0.0057860793310303771 -0.039538051173709808 -0.0028871593816199963
leaf_weight=0.83150784592726246 3.5816160021349779 1.1926339641213406 17.860958022982235 0.6361858695745467 1.2593751510139553 0.43339542581816137 0.52054338029120117 0.85162366233998854 1.087263520574197 1.7495966149726885 0.57698968061595224 4.1266134662510003 3.4904920544940996 2.174527983355802 1.3662811219255662 1.9773994632414535 1.7111716694198467 110.82271636021324 3.9625824466347677 2.2513538841158152 2.595266113523393 3.8230422483757138 0.69845227616315231 3.9519793614745122 7.1026393743231893 5.5665593277662992 1.5655828075396119 43.757294205537626 5.5565350928718535 49.032405170310085
leaf_count=71 32 52 295 21 170 22 20 59 22 32 59 43 41 52 30 59 10 956 30 47 45 41 24 23 57 36 51 738 306 1189
internal_value=0.000610198 0.000875214 0.000579185 -0.00866673 -0.0332993 -0.00095011 -0.0367766 0.0093586 -0.00993415 0.0229118 -0.0126218 0.000856736 0.00145387 -0.00617415 -0.0369789 0.000901334 -0.00250213 0.00337389 0.00103018 0.0215246 -0.000783481 0.0386976 -0.0643792 0.0177607 0.00607907 0.0307611 -0.000872832 -0.000232098 -0.00490952 -0.0066178
internal_weight=286.115 278.168 274.586 7.94648 1.89556 6.05092 1.35205 4.69887 1.93889 2.75998 1.01039 273.394 251.992 21.4018 3.54081 247.865 104.299 143.567 123.455 10.037 113.418 7.78562 2.67585 20.1117 10.5931 9.51854 101.623 100.057 56.3001 54.5889
internal_count=4633 4157 4125 476 191 285 91 194 81 113 81 4073 3696 377 82 3653 2377 1276 1119 118 1001 71 83 157 98 59 2294 2243 1505 1495
is_linear=0
shrinkage=0.0563112


Tree=624
num_leaves=31
num_cat=0
split_feature=0 3 2 4 0 1 4 3 1 2 0 1 4 2 4 2 0 3 1 4 0 4 3 2 2 1 2 4 0 2
split_gain=0.210808 0.328251 0.33188 0.557632 0.300457 1.49881 1.05304 0.562257 0.385458 1.54531 0.951002 1.20981 0.879284 0.810649 0.7505 0.453817 0.458705 0.62173 0.451024 0.777653 0.551418 1.84677 1.65786 1.36599 0.908962 0.824416 0.779798 0.44698 0.397575 0.368403
threshold=113.1679565431 0.078655000000000017 -0.088274999999999992 46.095286511800005 109.03310793845002 82.299080289250014 44.749265482150008 -0.17949499999999999 81.573196594050017 -0.15962499999999999 104.86330937810001 82.815264250350012 38.983591653800012 0.20852500000000004 38.911218973650008 -0.60723499999999997 104.22883325935001 -0.222165 80.677940036650014 42.409092016550012 100.19345760555002 42.320906304050006 0.091705000000000023 -0.081844999999999987 0.11061500000000003 78.473404369650012 0.067985000000000018 39.476991512000005 101.19356403005001 0.26056000000000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 8 -6 7 -7 18 15 12 -12 14 -13 -11 -10 -17 -18 20 27 29 22 23 25 -24 -22 -23 -20 -29 -1
right_child=1 -3 -4 -5 5 6 -8 -9 9 10 11 13 -14 -15 -16 16 17 -19 19 -21 21 26 24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00059220408619636454 0.013027172197440959 -0.051043341869562518 0.014459034440651846 -0.057890283726111789 -0.058908782721415205 0.024818793040003898 0.046039225666722181 -0.051264369629054923 -0.021704533987639586 -0.051955699313096591 0.03851366973511406 -0.052640779862818357 -0.055118759840699978 0.034996295137571576 0.047871953687440467 0.042246414556575539 0.040790335964545718 -0.053930428452211368 0.015625042311709435 0.031669091976778682 0.015033711217778833 -0.051332429546948111 -0.0478329909639479 0.039678720118518661 0.013400734841638914 -0.047599366787272369 0.0050983074357176094 0.0035783560416389002 -0.03392377293972882 0.012863673055217779
leaf_weight=241.33958530159725 0.52435652514577691 0.47788723000667221 1.0785730392090038 0.58819971443153918 0.59028166619827915 0.45371271675685487 2.3090169721981511 0.52255851789959673 0.54637137442478012 0.32717504298488931 1.0911427343962716 1.0861263270053312 2.6748307719244622 0.34860671282513056 0.44358335342258215 1.7611704573500904 0.35247293487191245 0.34076625826128237 2.5850561568513495 3.1797982817515731 1.231442670017713 2.9167001998866904 1.8932957056676971 3.2563982431311151 0.89151841914281238 0.91651106838253316 0.77493551699444641 1.593520872294903 1.2701813098974524 6.2757712812162927
leaf_count=2998 110 253 68 32 26 20 34 167 24 45 18 130 147 10 3 26 3 52 25 19 22 109 49 37 12 27 14 9 40 104
internal_value=0.000491652 -0.0134949 -0.0053055 -0.0244663 0.000624513 0.0144507 0.0276315 -0.0159054 0.000431136 -0.0097638 -0.0244743 -0.00116818 -0.0415594 -0.031347 0.00549666 0.0195097 0.0286843 -0.00577028 0.000772288 0.0120189 0.000398325 -0.0101246 0.00311174 0.0192618 -0.0282299 -0.0116912 -0.0394867 0.000551402 -0.0130555 0.000903222
internal_weight=283.642 2.66902 2.19113 1.11256 280.973 3.87557 3.28529 0.976271 277.097 8.97225 5.97146 2.52588 3.44559 1.43473 0.770758 3.00078 2.45441 0.693239 268.125 8.62856 259.496 11.8808 8.18917 5.40435 2.78481 2.14795 3.69164 5.44876 2.8637 247.615
internal_count=4633 463 210 142 4170 247 221 187 3923 458 353 158 195 140 48 105 81 55 3465 93 3372 270 147 86 61 49 123 74 49 3102
is_linear=0
shrinkage=0.0500028


Tree=625
num_leaves=31
num_cat=0
split_feature=4 0 1 4 2 1 0 3 4 3 4 3 3 0 4 4 3 0 0 2 3 4 3 3 1 2 4 1 0 2
split_gain=0.199743 0.556872 0.606974 1.07092 0.557886 1.01048 0.636808 0.839833 0.502953 0.822268 0.618603 0.555148 0.510259 0.769178 0.619054 0.465215 0.613989 0.442905 0.451529 0.714189 1.08852 1.02309 0.786239 1.23949 0.511947 1.72525 0.781525 0.63442 1.25668 0.802891
threshold=49.064150740050003 71.144667506050013 55.855406118200008 49.960114208400007 -0.23353499999999996 87.143681840350013 104.22883325935001 0.074735000000000024 47.927946529500012 -0.23921499999999998 45.921757303800007 -0.11595499999999999 -0.25215499999999996 97.32487278035002 47.309807198350008 48.393869453650005 0.077805000000000027 75.994645973400011 102.75018128760001 -0.088880000000000001 -0.222165 44.749265482150008 0.090850000000000028 0.086255000000000026 81.573196594050017 -0.11963999999999998 41.319407281650008 77.621163142300006 99.403050915200012 -0.092614999999999989
decision_type=2 2 2 2 2 2 2 2 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 -8 10 -10 17 -11 -12 -14 -15 -13 -17 -1 24 20 -20 22 23 -21 27 26 -26 28 -19 -30
right_child=1 2 3 4 5 6 7 -9 9 11 12 15 13 14 -16 16 -18 18 19 21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.023206306963129648 -0.060564499336291766 0.025479942974444017 -0.048385597574266428 0.046203820554234255 -0.056189152969252795 0.048402537628651432 0.026435567014422307 -0.055612202202938638 -0.018758527713708999 0.048292588581937156 0.020249484792819565 0.036989176729487788 -0.059581123632063832 -0.045052863711511633 0.022314611792167354 -0.02252334232034027 0.019890097567301607 0.001242401881475101 0.014019603842407106 -0.031013414557371551 -0.056126448534110723 0.055462033483714 -0.058152491308332784 0.0270444162969764 0.037518142741867766 -0.059199620775128178 -0.033707943643474986 0.011126454198221968 -0.0099454928841896106 -0.059867553331407856
leaf_weight=2.1853191996488013 0.52907265722751518 1.5256449989974497 1.6297811378026379 0.68979063996812273 0.84195160702802363 0.84411194548010859 0.79631637432612457 0.62854228427750058 1.8412263116333631 1.6228118017315862 0.67506864049937609 1.6355839041061679 1.3946627748227904 0.65483213306288213 0.92889920907327905 1.5688861012458799 2.480513370828703 225.60597323460388 0.92815091993543353 1.9532503367772713 1.8939934592199277 0.79393133288249362 0.7846115582542551 2.2034133547385863 1.3445895264158028 1.6245343346381549 0.64033715799450863 17.818351989728399 2.3157237569103022 1.4912672818172712
leaf_count=389 16 10 67 8 125 18 18 83 24 12 17 26 72 44 29 27 27 2310 72 200 361 7 117 148 18 55 60 175 36 62
internal_value=0.00046817 -0.00808415 -0.00409258 -0.0124007 0.00302997 -0.00654305 0.0118792 -0.00975784 0.000701477 0.0129337 0.00027954 0.0209187 -0.0214043 -0.0308454 -0.0055401 0.0131047 0.00345757 0.000582392 0.000782801 -0.0112034 -0.0330567 -0.000450028 -0.00943361 -0.000237434 0.00119171 -0.0186481 0.0145406 0.00148136 0.000732233 -0.0295009
internal_weight=281.871 7.48521 6.95614 5.43049 3.80071 3.11092 2.26897 1.42486 274.386 9.14902 265.237 7.3078 3.65346 2.97839 1.58373 5.68498 4.0494 261.583 259.398 8.55735 2.82214 5.73521 4.94128 4.15666 250.841 3.60946 1.98493 247.231 229.413 3.80699
internal_count=4633 345 329 319 252 244 119 101 4288 116 4172 92 162 145 73 80 54 4010 3621 905 433 472 465 348 2716 133 78 2583 2408 98
is_linear=0
shrinkage=0.0530633


Tree=626
num_leaves=31
num_cat=0
split_feature=1 0 3 0 2 2 3 3 3 4 4 4 2 4 0 2 2 4 3 1 1 0 1 3 4 3 3 2 4 1
split_gain=1.25436 1.74631 1.31095 1.242 1.71696 3.01321 2.11835 1.62101 3.25213 1.69651 2.86684 1.54792 1.85695 1.43896 1.29737 1.12796 1.46959 1.17346 1.08277 1.60342 1.07691 1.05345 1.06652 2.8603 1.00223 1.06133 3.28605 2.55742 1.47541 2.34657
threshold=69.873026810350026 85.990333302400003 0.4149000000000001 96.631250582750013 0.075080000000000022 -0.070854999999999987 -0.20885999999999996 0.090465000000000031 0.092895000000000019 43.61821939175001 43.663128814500006 37.817254840650008 -0.0098449999999999979 37.500638522700008 97.789976036950009 -0.14314999999999997 -0.58319500000000002 42.527280425250005 0.12001500000000002 77.094225348750015 75.424692849750016 100.19345760555002 72.62331947780001 0.088755000000000014 44.279556297950009 0.08759500000000002 0.090235000000000024 -0.087660000000000002 41.489621506400006 65.765062787050013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -2 9 -9 -8 -11 -7 -13 -6 15 16 -5 20 19 21 -17 22 -16 -24 25 -3 27 -27 29 -28
right_child=2 24 -4 14 13 11 7 8 -10 10 -12 12 -14 -15 18 17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 28 -29 -30 -31
leaf_value=-2.3986154605550456e-05 0.00059472631652583024 0.00054704711637179365 -0.0021701642303947628 0.00079051728885708096 0.00022868600374382608 -0.00067989044759380896 -0.0023233313296940946 0.00099122238379719643 -0.0015647565767285341 0.0030097590965487632 -0.0014688204087664166 0.0015390750742792037 -0.00035194521053710304 -0.0023004237466482335 0.00069087297490157281 0.00052834029445658767 -0.0014618188617289514 -0.00028669487741686631 0.0010153008712673222 4.5973570229412431e-05 0.0015299667360353653 -0.0021304072357914046 0.00040863932764874795 -0.0023128177939393214 -0.00057188751524463784 6.6951694012575304e-05 0.00088409429296727737 -0.0017454934551135728 2.6613628660777464e-06 -0.00025017031158971521
leaf_weight=72.274145419185515 4.0815013833344009 66.161648774519563 1.0446031756655418 1.9864437282085416 1.2048433609306806 2.7001385381445315 4.6032350130844844 3.5782992225140333 3.7857745554647408 0.67837560176849399 2.3855755839613266 6.4439925148617467 2.7327594202943137 2.6816057178657502 2.0179206898901594 11.799276812002068 2.3216656537260887 4.0055582467466584 3.3742681828298364 44.650001509871799 5.9755130819976321 1.8357224201317874 2.8906455523101613 2.8188398964703083 4.2943391841836265 6.6049868818372488 29.178317125886679 5.0970860999077541 22.718398431316018 8.7646616082638484
leaf_count=1148 39 446 44 11 11 20 112 21 84 1 184 38 45 77 29 55 32 27 48 1460 33 69 40 54 84 38 145 47 137 54
internal_value=0.000131749 0.000219502 -2.60755e-05 -7.18316e-06 -0.000311953 -0.000160906 -0.000633431 -0.000966918 -0.000322773 -0.0015856 -0.000477238 0.000599501 0.000975945 -0.00151637 0.000119845 0.000475477 -0.00042328 0.000653249 -4.12646e-05 -0.000107026 0.000865066 -0.000821378 -0.000510405 -0.000934976 0.00034272 0.000371074 0.000210182 -0.000722497 0.000390103 0.000622084
internal_weight=334.69 215.094 119.597 118.552 34.8761 30.9897 19.1128 15.0313 7.36407 7.66719 3.06395 11.8769 9.17675 3.88645 83.6759 26.0885 4.30811 21.7803 57.5874 54.2131 17.7748 9.56313 7.72741 5.70949 142.819 138.525 72.3635 11.7021 60.6614 37.943
internal_count=4633 2099 2534 2490 632 544 441 402 105 297 185 103 83 88 1858 158 43 115 1700 1652 88 192 123 94 951 867 421 85 336 199
is_linear=0
shrinkage=0.00192234


Tree=627
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 0 2 3 1 4 4 0 4 1 2 4 2 2 1 1 3 2 2 4 4 3 3 3 3 4
split_gain=1.24671 1.55611 1.2685 2.21367 1.10751 1.65512 1.22978 1.89211 1.65489 1.33092 3.02754 1.6945 1.84292 2.08438 2.37853 2.33818 1.29679 1.25733 1.18918 3.36277 1.18746 1.51329 2.72761 1.05823 1.6449 1.0313 1.65697 1.07649 3.16962 1.00672
threshold=93.972365491700018 85.990333302400003 94.625660817400004 -0.14907499999999999 0.20852500000000004 85.931187223550012 -0.072755 0.10487000000000003 62.245871094250013 42.783136484500005 43.477771593600004 85.705356740550016 42.498713093000006 61.076391807500009 -0.088039999999999993 42.123054668150012 -0.13734499999999997 -0.092084999999999986 61.987779113750001 61.923256118600001 0.096480000000000024 -0.088274999999999992 -0.11963999999999998 41.404176814550006 43.847983878700006 1.0000000180025095e-35 -0.144095 -0.25098999999999999 -0.53179999999999994 35.771221912400001
decision_type=2 2 2 2 2 2 2 2 2 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 9 8 18 11 -11 12 13 16 15 -15 29 -13 19 23 21 22 25 -8 -25 26 27 28 -12 -1
right_child=2 -3 -4 -5 -6 -7 7 -9 -10 10 20 17 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0010562828202605825 0.00062776417702042398 0.00031312527443616822 1.370633272146972e-05 -0.0015056755581840662 0.001215509313159545 -0.001339743856227856 0.00078414613421469849 -0.0018924798998288851 -0.0023803716156966487 -0.001757741560321123 0.0012200609944527294 0.0015898242139626836 0.0016262238713672847 -0.0022394376476863116 0.00027720918110394298 0.00051076423641301723 0.0015705062154206155 0.00034641963597639182 0.00075241770588373549 -0.0028226637613069537 0.0018531567893596361 0.0013535179040356277 -0.0023985479745969058 -0.0023401784725838632 0.0011525373641634873 0.000986159520306023 -0.0021145817412267071 0.0011373761938517446 -0.0025627734480189947 -0.0011436698051435607
leaf_weight=1.374226112267934 2.7269290431868285 153.86522075900575 113.5205489011496 5.2717629470862439 2.5693499338813117 3.5981274917721739 4.123558424413206 2.8096958394162348 1.1455650688149024 3.9212247623363536 1.7403038863558333 5.9201247990131378 2.3869810928590587 4.3319203732535279 5.1247644640388845 1.5515305725857613 3.1787385316565731 6.1037352010607702 5.10847173538059 1.7113773925229905 1.3474142029881466 2.4337842725217333 1.9386369707062829 1.2114863140741365 0.84639873018022616 3.2342348787933588 1.5047660363488837 2.3857279499061406 1.5453638632898217 1.7443852508440612
leaf_count=69 68 1042 2257 111 30 42 47 34 45 82 20 20 15 183 26 17 22 26 28 21 5 9 28 97 35 74 62 18 30 70
internal_value=0.000118924 0.000202512 -3.8428e-05 -0.000778339 -2.47441e-05 -6.88057e-05 -2.26457e-06 -0.000451579 -0.000165402 0.000144908 -0.000242747 0.000389988 4.27876e-05 -0.000175618 -0.000680216 -0.00151418 0.000706456 0.000958628 2.97621e-05 -0.000437962 0.000125545 -3.19217e-05 -0.000304968 0.000222259 -0.00090364 8.49007e-05 -0.000321289 0.000154517 -0.000559138 -0.000174254
internal_weight=350.276 228.757 121.519 7.99869 74.8919 72.3225 68.7244 16.9566 14.1469 51.7679 20.0515 31.7164 19.6925 17.3056 11.0082 5.88345 6.29735 12.0239 13.0013 7.89282 16.1302 14.7828 12.349 6.18144 2.05789 10.4104 7.17616 5.6714 3.28567 3.11861
internal_count=4633 2197 2436 179 1155 1125 1083 307 273 776 328 448 402 387 226 200 161 46 228 200 246 241 232 179 132 204 130 68 50 139
is_linear=0
shrinkage=0.00192234


Tree=628
num_leaves=31
num_cat=0
split_feature=1 0 4 3 3 2 4 3 2 1 4 0 4 0 3 4 2 2 3 3 0 0 2 1 1 2 4 2 3 3
split_gain=1.3381 1.8786 1.3624 1.49749 3.36165 3.07065 1.64903 2.24095 2.97178 1.71396 3.64758 1.36302 1.32619 2.7137 1.6007 1.46935 1.96366 1.94964 1.49946 2.83395 1.36661 2.3374 3.11435 1.59241 1.92357 1.61289 1.5269 1.32467 1.31702 1.29733
threshold=69.999384342500022 85.990333302400003 43.930205408700004 0.08759500000000002 0.092895000000000019 -0.079789999999999986 41.489621506400006 0.10214000000000002 -0.072755 62.084563606450011 38.536700832000001 87.525442894850016 41.965446242000006 85.823648898300021 0.10876000000000002 41.257948413050009 0.17437500000000003 -0.057599999999999998 0.10787500000000003 0.10385500000000002 85.431134011250023 85.799452775150016 -0.087660000000000002 61.076391807500009 61.917879202350001 -0.08725999999999999 44.952171034750002 -0.25105499999999997 0.4149000000000001 0.08673500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 27 5 -5 7 -6 -9 -10 -11 -7 15 14 20 16 18 -17 19 -1 23 22 -22 26 -25 -26 -14 -3 -2 -29
right_child=28 2 -4 4 6 11 -8 8 9 10 -12 -13 13 -15 -16 17 -18 -19 -20 -21 21 -23 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.00025736228741226464 -4.3299655024749429e-06 -0.00057073537234499897 -0.00045241923965917463 9.9404361485725873e-05 0.001296277765585411 -0.0021178137232074437 1.1143592499315217e-05 -0.00069908923530188612 0.001632405934442689 0.0014833409845411377 -0.0012799637596274166 -0.00050603777946798471 -0.0020849227601402467 -0.0023247866943523678 -0.0022765198768249931 0.0011201762391384309 0.0012090489872101093 -0.0006787016547913716 0.00062341239784714222 -0.0029068281505678409 -0.0020414742366176757 0.0011959447407177595 3.3061426849610149e-05 0.0018123120582433513 0.00067164400686912224 -0.0021801370193401289 7.0863567253739534e-05 0.0005682756903835391 -0.0021615326713598491 0.0014479028568933512
leaf_weight=18.591888046823453 119.29996448648308 3.3839138839393845 7.3928993879817417 15.120886094868185 14.556331841275094 4.2610293347388497 18.473071105778217 7.0513925403356543 5.7647639065980929 3.8676435351371765 3.247421033680439 3.5577751491218805 1.4137433855212354 2.2748038563877335 1.2603718461468805 10.527269217185674 4.1150862169452003 2.8236102157970882 6.0140736512839785 1.6220415979623783 4.9368768204003564 2.3562230467796317 5.8345180060714474 4.2040681317448607 2.7932584984228019 0.99356132186949242 8.5981943052611296 57.396636802703142 1.0550964729263785 6.9458441138267508
leaf_count=397 2474 27 100 75 73 43 105 39 23 19 23 33 135 37 29 47 28 45 38 12 69 10 54 14 83 34 116 368 44 39
internal_value=0.000140912 0.000227044 0.000352358 0.000393782 0.000208364 -0.000406342 0.000474621 0.000722881 0.000304113 0.000853341 0.000222128 -0.00138441 -1.44696e-05 -0.000295237 -0.000152702 0.000208284 -2.55497e-05 0.000739727 -0.000219254 -0.000469965 -6.67156e-05 -0.000538384 -0.000917765 0.000277224 0.000917177 -7.65879e-05 -0.000233546 0.000601578 -2.32412e-05 0.000663232
internal_weight=349.734 229.379 151.02 143.627 75.9003 22.9397 52.9606 34.4876 19.9312 12.8798 7.11506 7.8188 78.3596 34.6656 32.3908 43.694 30.3431 13.3509 26.228 20.2139 31.1304 13.1276 10.7714 18.0028 7.99089 3.78682 10.0119 67.7264 120.355 64.3425
internal_count=4633 2115 967 867 433 151 282 177 104 65 42 76 1148 581 544 567 475 92 447 409 515 133 123 382 131 117 251 434 2518 407
is_linear=0
shrinkage=0.00192234


Tree=629
num_leaves=31
num_cat=0
split_feature=0 3 0 3 1 3 4 3 2 2 4 3 4 2 3 2 4 1 2 2 2 3 0 1 3 1 1 4 0 1
split_gain=0.229167 0.661041 0.508347 0.386144 0.340169 0.299438 0.290699 1.09215 0.298252 0.314787 1.67112 0.337483 0.738872 0.275568 0.380458 2.01288 1.61566 1.00177 1.03209 1.87569 1.61745 1.58162 1.4244 1.0002 0.864498 2.50053 1.74506 1.65759 1.23914 0.859706
threshold=111.47691637905002 0.078655000000000017 110.27248713660002 0.078385000000000024 89.541786492700012 -0.12193999999999999 50.427417695700008 0.079205000000000012 0.70681500000000008 0.27394500000000005 39.065416244600009 0.094595000000000026 38.911218973650008 0.26056000000000007 1.0000000180025095e-35 0.049235000000000008 34.214889417600013 79.328334055150009 -0.017745 -0.047144999999999999 -0.059424999999999999 -0.078164999999999998 93.308316333500017 62.009286778800011 0.079605000000000023 75.085947125300024 80.677940036650014 39.354247760400007 86.681267041950008 82.788379669050016
decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -4 -2 8 -8 9 13 11 12 -11 14 15 17 -17 18 19 20 21 -1 -21 -23 25 27 -27 -16 -29 -28
right_child=1 -3 4 -5 -6 -7 7 -9 -10 10 -12 -13 -14 -15 24 16 -18 -19 -20 22 -22 23 -24 -25 -26 26 29 28 -30 -31
leaf_value=-0.001025527433798148 -0.00074340905971138926 -0.055845336569059843 0.00041999392621619127 0.04991330326586528 0.04885708061536586 -0.055984513311979643 -0.055563363864572432 0.035913274092430406 0.02281562686155187 -0.04955029131014474 -0.06308620163340764 0.02338232622844694 0.033802538162168737 0.016114670031877259 -0.019729007344899199 0.038763105460082888 -0.059934048107294483 0.0313924705603379 0.023745746211945164 -0.065674765097748167 0.039346834730642086 0.0033489477843711701 -0.0065054488412534016 -0.074428942604695111 0.00053165436107771547 -0.067919213484343086 0.03257514154292903 0.0034066489378751404 0.040854368216837807 -0.026441449748290023
leaf_weight=27.895674797502579 1.9635732783863209 0.78332716655859247 0.67652682606421777 0.37004459218587715 1.0295160835157728 0.32153736842155889 1.0038446720573109 0.57972347817849357 1.7102864854969073 0.68280240937019632 1.3301132993074132 1.7532740886090321 0.53334581851959229 3.2742746805306515 2.181058767600919 0.56113752012606655 2.7842113526712637 2.5817917624954125 3.7757948908256358 2.3752451281761742 2.588365592062476 0.69524333882145528 2.2128445103298873 1.4090954526618586 201.35497159173974 1.5580121447565023 1.3513168580830099 3.4469690546393386 8.9436676902405434 1.4310019848926456
leaf_count=611 118 337 26 6 36 110 158 21 43 45 50 21 3 35 25 8 113 50 86 29 10 9 16 46 2303 43 7 27 130 111
internal_value=0.000605162 -0.0130104 0.000772532 -0.000373124 0.0296495 -0.00851637 0.000595328 -0.022075 0.000725197 0.000587672 -0.0136575 0.00848347 -0.0129956 0.000814162 0.000626632 -0.00371404 -0.0433789 -0.000666013 -0.00268711 -0.00537174 -0.000899491 -0.0043719 -0.0371373 -0.0487322 0.00155046 0.0123976 -0.0229562 0.022928 0.0304367 0.00222173
internal_weight=283.159 3.43848 279.72 2.65516 1.70604 2.28511 278.014 1.58357 276.43 274.72 4.29954 2.96942 1.21615 270.421 267.146 46.8794 3.34535 43.5341 40.9523 37.1765 32.5884 30 4.58809 2.10434 220.267 18.912 4.34033 14.5717 12.3906 2.78232
internal_count=4633 571 4062 234 62 228 4000 179 3821 3778 119 69 48 3659 3624 978 121 857 807 721 676 666 45 55 2646 343 161 182 157 118
is_linear=0
shrinkage=0.0530633


Tree=630
num_leaves=31
num_cat=0
split_feature=0 0 0 1 3 2 4 0 2 3 2 3 1 3 0 3 0 3 3 2 2 3 3 1 2 4 3 1 0 4
split_gain=0.997244 1.50942 1.40095 1.53441 1.30074 2.59806 2.66912 1.84619 2.11095 4.60586 4.55947 2.38496 2.20057 2.14818 2.02442 1.67383 1.55644 1.51026 4.14964 1.92652 2.33738 1.45519 1.64417 1.27194 1.44666 1.24631 1.97548 1.74573 1.22876 1.16224
threshold=93.972365491700018 85.990333302400003 86.135510041400025 62.116825104000007 0.08079500000000002 -0.090369999999999992 37.688226470200007 93.843319501450011 -0.083834999999999993 0.096480000000000024 -0.070854999999999987 0.083395000000000011 62.00390986255001 0.10214000000000002 86.780739992750014 -0.11223 86.345209775600011 0.09117500000000002 0.08919500000000001 -0.036264999999999999 -0.017745 0.098085000000000019 0.083905000000000021 65.765062787050013 0.075080000000000022 39.427119987250002 0.12376500000000003 62.025417527550012 85.931187223550012 42.759119507950011
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 -4 8 12 11 -11 -10 -6 -12 -13 -8 -7 18 19 -16 -21 22 -14 -22 -25 -15 27 -27 29 -1
right_child=-2 2 4 -5 7 16 15 -9 9 10 13 14 21 25 17 -17 -18 -19 -20 20 23 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00020538000575122747 -1.3556101460759887e-05 0.00043449379042813455 -0.0018325482930095984 0.0017502141298306063 -0.0010664307146986973 -0.00057501816013762403 -0.00059541780023712287 0.0014300912409994488 0.00039649799344323999 -0.0017056901211768302 0.0017256101281496817 -0.00020673067791221236 -0.00041563335847102841 0.0011974817708301653 -0.0027711575972901117 0.0010148596592907144 0.00108720629494822 -0.0023664163511315475 0.00098312412681349193 0.0013372613506672717 -0.0032698756303966041 -0.00017155998396293858 0.00085523648652644055 0.0015002137417332621 -0.0021570644448805918 0.00044755351108844105 0.00090433456266566224 -0.0014645890204005236 -0.0010031135810339149 -0.00028689904890859854
leaf_weight=52.828291106328834 117.51705967938324 9.3897500094026309 2.6160714868456116 4.7363267689943305 3.3780425563454619 2.2097906023263958 4.0287158996798089 3.8236424978822461 5.7272256871219751 3.1592460982501533 5.5863510519266155 7.9606912583112743 4.1341503709554663 4.7789219617843655 3.4320111721754074 5.3212429833365595 21.1604409373831 4.0534229290205976 2.7264404501765966 1.2130729556083677 1.1919649727642521 8.6764232222922129 28.837943301070482 0.63886051625013329 0.96357058442663401 3.0644465647637826 5.5138112381100655 3.7973509654402733 4.1724181938916436 25.141633378400002
leaf_count=664 2436 44 25 27 17 12 44 21 29 26 25 39 25 26 37 54 185 48 17 5 10 53 151 6 46 14 24 32 44 447
internal_value=0.00012812 0.000199191 0.000310358 0.000875641 0.000252491 0.000564365 -0.000149802 0.000145139 9.54276e-05 -0.000156531 0.000415833 -0.000687729 0.000396521 0.000710562 -0.000967693 0.000321022 0.000930033 -0.00139372 -0.00100588 -0.00173481 -0.000847277 0.000515179 0.000695891 -0.00179561 -0.000698973 0.000380013 6.43423e-05 -0.000610635 -6.6792e-06 4.66432e-05
internal_weight=351.779 234.262 152.12 14.1261 137.994 35.3363 11.966 102.658 98.8339 53.8074 25.9001 27.9073 45.0266 22.7409 22.18 9.34996 23.3702 14.2193 10.1659 7.43948 4.00747 41.6485 32.9721 2.7944 1.60243 17.1545 12.3756 6.8618 82.1423 77.9699
internal_count=4633 2197 1042 71 971 320 123 651 630 384 147 237 246 121 208 98 197 169 121 104 67 229 176 62 52 96 70 46 1155 1111
is_linear=0
shrinkage=0.00188464


Tree=631
num_leaves=31
num_cat=0
split_feature=4 0 2 2 2 3 3 2 1 0 2 3 2 4 2 2 3 3 2 2 3 3 3 3 0 2 1 3 0 0
split_gain=0.21752 0.760101 0.673882 0.600513 2.13052 1.06699 1.69672 1.86672 1.38958 1.33998 1.30206 3.08601 2.39432 2.22994 1.86095 1.15861 1.06021 2.27536 1.89866 1.3883 0.905953 1.9183 1.00391 1.89106 0.959282 1.04797 1.21614 0.893392 1.18364 1.9317
threshold=42.154118731400011 104.03526427400001 -0.18437499999999998 -0.11534 -0.099379999999999996 0.070640000000000022 0.083395000000000011 -0.090369999999999992 62.229740345500012 106.56510337475001 -0.082654999999999992 0.087245000000000031 -0.087660000000000002 43.219899330700009 -0.09715 -0.053874999999999999 0.095235000000000028 0.08574500000000003 -0.58319500000000002 -0.24150999999999997 -0.15544999999999998 1.0000000180025095e-35 -0.25420999999999999 -0.53179999999999994 85.823648898300021 -0.122095 87.143681840350013 0.087795000000000026 86.692020874450009 85.732241321850012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 16 -5 9 7 -7 -9 -6 12 -12 13 14 -8 -10 17 19 -18 -2 22 -22 23 -21 -23 26 -26 -13 29 -29
right_child=3 2 -4 4 5 6 10 8 15 -11 11 27 -14 -15 -16 -17 18 -19 -20 20 21 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0022422725791737077 -0.063240837131164573 0.010035014992157507 -0.060512952384966977 -0.051972073799065675 -0.043871895147289237 -0.042956496115142434 0.0087499789542255391 0.04009753001290426 -0.039943598550436624 0.015282899225964807 -0.074268088005369368 0.033598252284132941 0.024804733769044688 0.014915492073164973 -0.06356397170657356 0.017207364386229017 0.012919710177967088 0.038076660213724557 -0.079572028963936739 0.03341268950086506 -0.06695142294248059 0.039073237621983482 0.031060306229739137 -0.055937602803909296 -0.032495698622726957 0.055742930765697564 0.01826910705867061 0.012986760974492844 -0.0024921249365324615 -0.070104770935357233
leaf_weight=183.11203876987565 1.1531531712971688 0.74134518085156731 1.2455403632793594 3.1254414846771388 4.2489433129085219 1.6389415080193419 1.7976901233196256 7.6521455757319909 1.5998374993214373 1.9030015307944266 2.7637812248431208 1.6333191707090033 9.9047772394260338 4.5199420650023967 3.8106704513193126 5.0949950249923868 1.7430629803566264 6.8327401956194072 1.3531684517947713 1.6928937002085152 1.6332857781089796 1.8943582773208598 5.8688606148935012 1.5642910139868034 4.5853725840279429 0.81093211472033822 2.5044390888942871 1.5343556974548835 11.824197588459354 2.5668816696852446
leaf_count=1995 195 162 452 70 163 27 10 93 30 42 101 19 54 42 68 71 20 68 40 15 58 13 70 41 276 7 129 39 214 49
internal_value=0.000672501 0.0018512 -0.0341901 -0.00157083 -0.00476736 -0.00240655 0.00012304 0.0162766 0.0230432 -0.0255733 -0.00627583 -0.0167241 0.0043234 -0.0157059 -0.0403846 0.00355023 0.00505927 0.00859178 -0.0275026 -0.000688962 0.00282035 -0.00817083 0.0165844 -0.00949856 0.00163055 -0.00734707 -0.0145633 -0.00766655 -0.0118987 -0.0390186
internal_weight=282.354 185.099 1.98689 97.2555 65.6189 62.4935 56.3415 15.9859 14.347 6.15194 40.3556 20.3225 20.0331 10.1283 5.60836 6.69483 31.6366 28.5403 3.09623 21.7076 20.5544 11.4284 9.12605 3.25718 9.7951 7.90074 7.08981 17.5588 15.9254 4.10124
internal_count=4633 2609 614 2024 1092 1022 817 221 194 205 596 422 174 120 78 101 932 872 60 804 609 483 126 56 425 412 405 321 302 88
is_linear=0
shrinkage=0.0585862


Tree=632
num_leaves=31
num_cat=0
split_feature=1 0 1 3 2 3 3 1 3 4 3 2 4 3 2 2 0 3 4 4 4 3 2 1 0 4 0 0 1 2
split_gain=1.37474 1.42782 1.40775 1.30065 1.18158 1.68016 2.63992 1.37712 2.47533 1.099 1.71844 3.24517 3.50014 1.67146 1.36406 1.81463 1.63913 2.37053 1.95481 1.34978 1.15413 1.24014 1.13809 1.09437 1.6038 2.15879 1.57516 1.56621 1.61441 1.53818
threshold=69.999384342500022 85.705356740550016 70.077349628250019 0.4149000000000001 0.20852500000000004 0.12001500000000002 0.10176000000000003 62.00390986255001 -0.17949499999999999 40.574766824850009 0.087795000000000026 -0.011849999999999999 43.564719632750005 -0.24748499999999998 -0.095854999999999996 -0.027754999999999998 86.780739992750014 0.081775000000000028 41.542492784600007 40.300545846000013 43.968221017800005 0.080375000000000016 -0.08158 63.452988794850008 86.692020874450009 41.976795488650005 90.767723400200012 85.823648898300021 61.987779113750001 -0.083834999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 6 7 -1 -9 19 11 12 13 -11 -15 16 18 -18 -16 -3 -14 -22 -20 24 25 27 -25 -12 -29 -26
right_child=2 9 3 -5 -6 -7 -8 8 -10 10 23 -13 20 14 15 -17 17 -19 22 -21 21 -23 -24 26 29 -27 -28 28 -30 -31
leaf_value=-7.8916355605278921e-05 -0.0016797816026074173 0.00039322767187832431 1.8342224152073301e-05 -0.0021609842923573735 0.0014839602714498603 -0.0018825629213493856 0.00097010768164088827 0.0004109150779784698 -0.0019113065727131473 -0.00045017895635605438 0.0011178377844569187 -0.0014020711408148407 -0.0016941455331193392 0.0014841407088573735 -0.00039778657725827684 0.001831730344015458 0.0010289656686048618 -0.00099572397664345383 7.5731130811857058e-05 0.0011925927857529919 -0.0012786617712915124 0.00044001286556895152 0.0016378617047578966 6.0629863662945006e-05 0.0010406196626945802 -0.00095678085101873851 -0.0018797627310195241 -0.001138973338005221 0.00029765291803261919 -1.6914095758048464e-05
leaf_weight=30.48848259303486 1.8725705975666631 59.758512001484632 119.47816437306756 1.0206314638853644 1.7596403970383097 1.9182625040411938 7.8240528004243961 2.7609483813866973 4.3985661040060213 3.6456940099596968 4.5912650600075784 3.3490188936702898 2.2977731470018607 10.953338958322997 3.3243608027696601 4.2373009286820986 3.5750848576426488 5.3120597004890442 2.1987293809652293 8.9789878539741022 2.3110100270714611 4.7205201908946037 7.973160348832609 3.4440960660576811 9.1125079020857829 10.268396546132861 2.8051470387727022 4.3741016238927832 8.5228435322642309 11.492370516061781
leaf_count=644 16 329 2459 43 23 28 50 30 198 17 15 44 20 55 15 28 16 40 11 56 50 24 88 24 40 100 37 25 34 74
internal_value=0.00013834 0.000227071 -2.58196e-05 -1.16792e-07 -6.28357e-05 -0.000120269 -4.59262e-05 -0.00025708 -0.00101578 0.000307461 0.000186984 0.000430494 0.000551907 0.000792558 0.000913137 0.000678192 0.000459821 -0.00018124 0.000881953 0.000497647 -0.000511364 -0.000124853 0.0013002 -5.3348e-05 4.44738e-05 -0.000257144 -0.000810369 0.000153655 -0.00018959 0.00045078
internal_weight=348.768 226.396 122.371 120.499 49.15 47.3903 45.472 37.648 7.15951 177.246 108.509 53.8981 50.549 41.2197 37.574 26.6207 22.3834 8.88714 13.4963 68.7375 9.3293 7.03153 10.1719 54.6107 48.3615 27.7566 6.24924 17.4882 12.8969 20.6049
internal_count=4633 2115 2518 2502 973 950 922 872 228 1142 757 408 364 270 253 198 170 56 114 385 94 74 99 349 288 174 61 74 59 114
is_linear=0
shrinkage=0.00192234


Tree=633
num_leaves=31
num_cat=0
split_feature=0 1 1 0 4 2 3 3 0 0 4 4 4 2 4 4 2 4 0 1 2 3 2 1 4 3 2 3 2 3
split_gain=0.210882 0.51944 1.4056 0.379367 0.831383 0.653793 0.500371 0.326155 0.533294 0.568652 0.593302 0.473936 0.507568 0.435177 0.340798 1.77987 1.73127 1.00038 1.18375 0.97798 1.08977 1.64804 0.812279 0.641885 0.625236 0.567711 1.91707 1.30875 0.788222 0.523771
threshold=76.535026057600007 58.309968391300011 59.240174904450008 73.921844754800006 35.771221912400001 -0.23381499999999997 -0.23921499999999998 -0.27450499999999994 86.692020874450009 89.576736448400013 34.515670600900002 32.724174661450007 30.518512326550006 -0.10771499999999999 36.558960102350007 37.041406607950009 -0.08158 37.765550062200006 93.972365491700018 61.86411003975001 -0.21563499999999999 0.095830000000000012 -0.047144999999999999 61.546871980350012 36.257608591500009 0.091275000000000023 -0.11534 0.099465000000000012 -0.057599999999999998 0.11148000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 6 -1 8 -4 -10 -11 12 13 -9 19 16 -16 18 -17 -13 21 -21 -20 -19 25 28 -27 -28 -22 -29
right_child=1 2 7 4 -6 -7 -8 11 9 10 -12 14 -14 -15 15 17 -18 23 22 20 24 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.069342689280684516 0.022680616538485042 -0.063721900542695248 -0.063842591525394385 0.020227767169520749 -0.06119633644892878 0.0092223933386344718 0.0041576217910938209 -0.061656057343658935 0.020142771870856686 0.030325186108062296 -0.049161695985020688 0.060030096814047522 -0.071736887830067292 0.0335604488554333 -0.072557311369560229 0.041269927815575397 -0.0026280655938857784 -0.030013466200364269 -0.045805164674184648 -0.073493455777768626 -0.014641453612236711 0.01787639614924395 0.015342451751299859 0.0010595887532150511 0.041136535573667178 0.045113858452492127 -0.083031454244576211 0.02054096528799905 0.031082442477121296 -0.029282945238567823
leaf_weight=0.71718759811483324 3.5714592523872843 1.1151004820130754 0.63656919309869353 0.64626931375823904 1.1496012855786828 4.2590933836763716 0.53240085512516067 0.24408872959429573 1.4478934893850239 0.41369337294599962 1.2335228546580763 1.1583520546555544 0.60816610586698516 0.45084670310097752 2.1288292238750728 4.4076045900583258 2.5877781948656766 2.2141988058574489 1.0548108438742931 1.3270104771545495 1.7100653439883897 1.2789032198925268 2.235890545125585 231.33912415086161 2.0471023314894419 1.6618015377607687 1.0595926881978788 1.2031868717604086 4.5618109642527944 1.6515269941010045
leaf_count=52 32 52 19 21 170 194 39 56 8 9 70 15 44 66 46 28 29 27 65 50 39 21 19 3285 26 16 31 24 54 26
internal_value=0.000661974 0.000919349 0.000631262 -0.00896947 -0.0318947 -0.00149567 -0.0380271 0.000898364 -0.015964 -0.0061168 -0.0291988 0.00113588 -0.0334179 0.000116657 0.00130668 0.00075333 -0.0341905 0.0014365 0.0218087 0.00901395 0.00543267 -0.0286519 -0.00425798 0.000765001 0.011825 0.00676049 -0.0065738 -0.0285176 0.0186155 -0.00828348
internal_weight=280.653 273.349 269.777 7.30455 1.79587 5.50868 1.24959 268.662 3.73168 3.09511 1.64722 264.931 1.3031 0.694935 263.628 245.968 4.71661 241.252 7.69831 17.6594 16.501 2.60591 3.2907 233.553 13.8951 11.848 5.57611 3.91431 6.27188 2.85471
internal_count=4633 4157 4125 476 191 285 91 4073 106 87 79 3967 166 122 3801 3499 75 3424 112 302 287 71 84 3312 216 190 97 81 93 50
is_linear=0
shrinkage=0.0574375


Tree=634
num_leaves=31
num_cat=0
split_feature=1 3 0 0 2 2 3 4 2 3 3 0 0 4 2 2 4 3 0 0 1 4 1 4 4 1 3 0 2 3
split_gain=1.1674 1.40798 1.39059 1.27619 1.52991 2.5483 2.51068 1.58388 1.83215 1.49666 3.27512 1.66054 1.45067 1.41834 1.16064 1.12794 1.41783 1.16235 1.06195 0.995589 0.995553 1.62241 1.15376 1.15518 1.15068 2.59683 1.62464 0.993761 0.895622 3.71591
threshold=69.873026810350026 0.4149000000000001 85.990333302400003 96.631250582750013 0.075080000000000022 -0.070854999999999987 -0.20885999999999996 37.817254840650008 -0.0098449999999999979 0.090465000000000031 0.092895000000000019 95.550490414250007 97.789976036950009 37.500638522700008 0.20852500000000004 -0.14314999999999997 42.477827694800006 0.078770000000000021 85.931187223550012 95.217121606100008 78.196493182200015 42.081757894750005 78.290589216800015 36.772607578000013 39.955516828000007 72.62331947780001 0.091705000000000023 122.35979489110001 -0.068964999999999985 0.10487000000000003
decision_type=2 2 2 2 2 2 2 2 2 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 14 4 5 6 -2 -7 -9 11 -11 -8 15 -6 18 -5 17 -17 28 -12 21 24 -22 -24 25 -14 -26 -25 -1 -30
right_child=1 -3 -4 12 13 7 9 8 -10 10 19 -13 20 -15 -16 16 -18 -19 -20 -21 22 -23 23 27 26 -27 -28 -29 29 -31
leaf_value=0.00013309432812514383 0.00068933106405518645 -0.0021840179792927744 0.00032292842369891205 -0.00038521556868918288 0.0002864781762446203 -0.00079874550975590926 -0.0021896694336825248 0.0014745427336824294 -0.00040415080363368557 0.0009885248687714664 -0.0024118022946181569 -0.00026740122679013079 0.0015424035146101476 -0.0022710472172876757 0.0012683132965405968 2.488238485035559e-05 -0.00030412579943654055 0.0011841431751166633 -0.00104292819459574 -0.000360141807190975 0.0020944274416279797 -0.0016565192294450482 -0.0020109169308046297 0.00014395558179109555 0.0010514088908827812 -0.0017793163664485637 -0.00073163900897866435 -0.0020173858114659886 -2.8479721876513623e-05 -0.0027633711069760219
leaf_weight=51.521319363848306 4.2929592053405967 1.1001641320617626 146.81500608520582 4.4621085096150663 1.1639433503150933 2.5680587366223362 5.1793460214394127 6.385652864817529 2.7419635681435457 3.4766535498201847 2.2471765165682887 2.4444227339699864 1.1775433272123317 2.5719608226791024 2.5726674692705265 4.1669194176793161 4.3987704813480368 13.719948215410112 3.7410577796399584 1.4303763052448628 1.0514539600117121 3.2977246900554738 0.97627784606447576 42.243070752883796 4.5419908799231052 3.3269198855850846 3.2322086710482836 0.8010369376570442 14.069506948959317 2.1113873971626154
leaf_count=778 39 44 951 43 11 20 277 38 45 21 57 20 3 77 28 19 29 67 42 27 6 103 271 1036 23 109 32 117 269 31
internal_value=0.00013102 -1.90681e-05 0.000214617 4.71137e-07 -0.000312575 -0.000171518 -0.000604771 0.000534944 0.000910178 -0.000980704 -0.000349183 -0.00157333 0.000124057 -0.00147423 -2.26349e-07 0.000496992 0.000673631 0.000914082 -4.59064e-05 -0.00161381 -4.04192e-05 -0.000459379 0.000104369 5.68353e-05 -0.000137858 -0.000910962 0.000310087 0.000103734 9.18659e-06 -0.000385346
internal_weight=343.83 122.999 220.831 121.898 34.5025 30.7666 19.0709 11.6957 9.12762 14.778 7.15421 7.62377 87.396 3.7359 74.0159 26.7477 22.2856 17.8869 71.4433 3.67755 60.6482 15.5764 45.0718 44.0204 12.2787 4.50446 7.7742 43.0441 67.7022 16.1809
internal_count=4633 2534 2099 2490 632 544 441 103 83 402 105 297 1858 88 1148 158 115 86 1120 84 1700 270 1430 1424 167 112 55 1153 1078 300
is_linear=0
shrinkage=0.00192234


Tree=635
num_leaves=31
num_cat=0
split_feature=1 2 2 0 0 4 3 0 0 2 1 1 3 0 0 1 2 4 1 2 0 2 4 3 1 2 2 1 0 4
split_gain=0.203177 0.2587 0.43259 0.198967 0.874119 3.25232 1.50219 0.851951 0.737506 0.903608 0.650071 2.2804 2.40226 1.36822 1.39501 1.31904 1.81219 1.86424 1.12299 1.45447 1.38131 2.42937 1.09699 1.06905 0.858352 0.905501 1.20713 1.55283 0.832754 0.711238
threshold=90.937096262400004 -0.088274999999999992 -0.038374999999999999 85.990333302400003 85.823648898300021 40.518963363600001 0.10602000000000002 86.036037090600004 85.732241321850012 -0.091149999999999995 62.041548276350007 62.084563606450011 0.08919500000000001 86.103248543850015 86.393602021950016 61.993156030000002 -0.076544999999999988 42.206017975500011 64.630533455950015 -0.0025899999999999999 89.237990724000014 -0.10771499999999999 42.477827694800006 0.096480000000000024 62.907231794400012 -0.16164499999999998 -0.08158 62.245871094250013 87.842680954300008 42.027798546600003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 8 -6 -7 -5 -1 -10 15 12 22 -13 -15 16 17 -9 19 24 21 -20 -12 -18 25 -16 28 -28 -27 -17
right_child=1 2 -4 7 5 6 -8 10 9 -11 11 13 -14 14 18 29 23 -19 20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0022916425474553753 -0.057976480305633384 0.02222460900966907 -0.055800147376389532 0.027617577785885344 0.012207773513604189 -0.064702424701383807 -0.00067605178859521311 -0.04732417541158615 0.035645200357528758 0.0016863806827232073 -0.085597945591459806 0.048833790176651765 -0.0025395148288862683 -0.030578940937913482 0.033495374829386033 0.037066132505171566 -0.0036770819357310131 0.0075280304015026339 -0.092303846523439148 -0.029231236529288138 4.011740061884014e-05 0.0099080097774970066 -0.027382114639674965 0.03294447309308704 0.030244918938137414 -0.020529986961530734 0.030310598710877889 -0.015129465515919861 0.0105532558012252 0.010270887354638335
leaf_weight=39.293314124384779 0.39988409524630697 0.61922989347294788 0.33305557545099762 3.747073925100266 6.0427950955927354 3.9280959637835622 1.5605677645653484 3.9887944161891964 3.8108162879943848 6.3971261102706176 2.1773182377219187 1.8235697522759426 5.3299644254148006 4.2229190301150075 3.8266658037900916 5.6006147339940053 4.8505410104990023 3.5863639265298843 1.3557883007451894 2.6398074850440016 130.41930502080504 1.4850068954983715 1.8038458246737716 4.8673891425132751 7.1804277356714001 6.7861554585397261 7.9571903347969073 3.2195072919130325 4.2861643359065056 6.5503325369209051
leaf_count=1000 257 80 217 18 29 58 14 28 17 37 23 22 28 30 26 37 27 18 30 24 2275 21 18 26 68 32 86 20 19 48
internal_value=0.000636319 -0.0207121 -0.00506404 0.000739881 -0.00204586 -0.0157346 -0.0464981 0.00152085 0.00114298 0.0143638 0.00106382 -0.000151798 -0.0267747 0.00126307 0.000762734 0.00868157 -0.00111319 -0.0213551 0.00154517 0.0102121 -0.000789426 -0.0388733 -0.0592206 0.0146654 0.0133431 0.00868881 0.00442227 0.0172213 -0.00849747 0.0226214
internal_weight=280.09 1.35217 0.952285 278.737 61.0327 11.5315 5.48866 217.705 49.5013 10.2079 213.958 184.514 9.31113 175.203 173.379 29.444 17.2931 7.57516 169.156 35.8959 133.26 2.8408 3.98116 9.71793 33.2561 26.0757 22.249 11.1767 11.0723 12.1509
internal_count=4633 554 297 4079 1155 101 72 2924 1054 54 2906 2722 69 2653 2631 184 99 46 2601 275 2326 51 41 53 251 183 157 106 51 85
is_linear=0
shrinkage=0.0552071


Tree=636
num_leaves=31
num_cat=0
split_feature=3 4 2 3 4 0 4 4 1 0 0 4 3 3 4 3 3 4 4 3 1 1 2 1 0 2 2 4 4 0
split_gain=0.204143 0.610266 0.606292 0.359878 0.877395 0.482201 0.834024 0.386742 0.359737 0.293447 0.737387 0.267038 0.539093 0.481436 0.61353 0.474042 0.97297 0.433656 0.424852 0.405866 0.941655 2.39657 1.19881 1.38895 0.896993 0.895337 1.03712 1.74252 1.72263 1.69514
threshold=-0.55393499999999996 48.914776625700007 -0.16533 -0.27450499999999994 41.559097512700014 89.711159354950013 34.515670600900002 32.724174661450007 54.884872733100003 93.501885318850015 94.109476856350014 49.064150740050003 -0.25098999999999999 -0.24360999999999999 49.960114208400007 0.079205000000000012 0.074735000000000024 48.823707093150006 49.247968080500009 -0.098985000000000004 61.987779113750001 61.944763783650011 -0.059424999999999999 58.613764160050003 78.252950803000019 0.26597500000000007 0.034600000000000013 37.572218886150004 38.751720283100006 93.308316333500017
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -9 -5 -11 17 -13 -14 18 16 -16 19 -15 20 21 22 23 -10 -21 26 28 -28 29 -22
right_child=3 -3 -4 7 -6 6 -8 8 11 10 -12 12 13 14 15 -17 -18 -19 -20 24 25 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.069673557673357381 0.018654767405469407 0.050760732103778315 0.030149583753580129 -0.056589749580428984 -0.074884394711873178 0.044204372148185629 -0.076075600358421924 -0.066877298731504997 0.027158209941132615 0.067606806057284877 -0.071691050703226469 -0.075581789980740374 0.055370252823134507 -0.0091448129241979668 0.021811578568654455 0.034788330341462483 -0.067354679192809408 0.024517651265616183 -0.069740592800200146 -0.039396016905284353 -0.086869527841106672 -0.10773809370331039 0.064911422325008322 -0.058694766225167914 0.00055693676350350137 0.050198293789850808 0.044499799842865881 -0.080753169174613434 0.02062152542622811 0.012831458360866162
leaf_weight=0.48129256730317138 1.8019594849320126 1.2303546443581579 0.54041986852826018 0.86138393398141377 0.90389812643115863 0.36203808248683322 0.7226840618532151 0.32648838809109193 1.5860332280863079 0.33403712511062622 0.30343491046824056 0.51328691176604468 0.48358299583196629 0.9187216772697856 1.255150300567039 1.3223007876367772 0.8648173625988419 3.3454985271673641 1.0233639386715365 2.3757297487463793 1.3266682075336675 0.98847544658929098 1.0280677792616213 1.5678201667033134 227.40647256336706 2.460606697946786 0.7298543714859983 1.2792983955005182 18.431396887928713 1.5437826878260237
leaf_count=38 51 7 28 47 64 6 46 85 36 3 142 15 3 13 31 54 159 40 62 122 17 74 9 42 3101 38 16 39 212 33
internal_value=0.000680715 0.0200766 -0.0168736 0.00052249 -0.0192708 -0.00185674 -0.0359308 0.000798049 0.000979424 -0.0319683 0.00130141 0.00106134 -0.0120138 -0.00645329 -0.0120058 0.00439476 -0.0145628 0.0013773 -0.0410752 0.00108037 0.00803512 -0.0171577 0.00425267 -0.0155204 0.000143861 0.0130894 0.00917234 -0.0352532 0.0133625 -0.0332485
internal_weight=278.319 2.25207 1.02171 276.067 3.79058 2.88668 1.08472 272.276 270.777 1.49886 0.637472 270.451 6.38122 5.86794 5.38435 3.44227 2.11997 264.07 1.94209 260.724 30.942 5.1704 4.18192 3.15385 229.782 25.7716 23.311 2.00915 21.3018 2.87045
internal_count=4633 73 66 4560 167 103 52 4393 4201 192 145 4116 337 322 319 244 190 3779 75 3739 516 161 87 78 3223 355 317 55 262 50
is_linear=0
shrinkage=0.0646839


Tree=637
num_leaves=31
num_cat=0
split_feature=4 4 2 3 3 0 4 3 3 3 3 2 2 4 2 0 2 2 3 3 1 1 2 3 2 4 3 4 2 4
split_gain=0.203967 0.849722 0.716165 1.07601 1.80693 1.33275 0.87433 0.851022 1.84587 1.1714 0.835793 0.713003 1.34576 0.909078 0.649438 0.614662 0.651276 0.588702 1.5634 1.01551 2.4459 1.8579 0.953229 1.68475 1.36733 1.18926 2.8924 1.60266 1.25262 1.84735
threshold=42.081757894750005 42.027798546600003 -0.022394999999999998 0.096915000000000015 0.10176000000000003 86.208098410950015 42.409092016550012 0.099465000000000012 0.089965000000000031 0.10602000000000002 0.092485000000000026 0.04932000000000001 -0.017745 42.527280425250005 -0.097799999999999984 104.03526427400001 -0.18437499999999998 -0.078549999999999995 0.077440000000000023 0.082685000000000022 62.084563606450011 76.279622535200005 -0.11534 0.08574500000000003 -0.24150999999999997 43.182896969600009 0.08846500000000003 42.409092016550012 -0.088880000000000001 43.663128814500006
decision_type=2 2 2 2 2 2 2 2 2 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 10 -5 -6 -4 8 11 -9 17 12 -8 -13 -12 -1 -17 22 -19 -20 -21 -22 23 24 -2 26 27 -24 29 -27
right_child=2 -3 6 4 5 -7 7 9 -10 -11 14 13 -14 -15 -16 16 -18 18 19 20 21 -23 25 -25 -26 28 -28 -29 -30 -31
leaf_value=0.0014796499532655891 -0.065778047951275911 0.027530856140085509 -0.056008606838245587 -0.06294067689299096 -0.048555068280116465 0.0092101996748083313 0.033040115358462303 0.063871798535509783 -0.074097788992489283 -0.012327674293910794 -0.00032180799454126772 0.065120955111712189 -0.068555200938028707 -0.0040961696687990823 0.041448600723450191 0.010936718871018934 -0.062823742916290837 -0.033040531936668317 0.058462806548451374 0.064659538263116267 -0.11734952766530243 0.02356358302004468 0.027503989209275062 0.039821675870839783 0.0039931842993975973 0.021710119288318397 -0.080584680907784215 -0.021264770027968855 0.017902446839147865 -0.046770206094421264
leaf_weight=173.62331948883366 1.1010822837270087 4.6406738233781644 1.6207913560647274 2.4760243618802624 1.9144438735675047 6.5983336034041713 0.71422182768583331 1.2895939997397357 1.748397966439369 1.7897903439879881 2.2409344830084592 0.79569071071455244 1.5054574296518675 6.1824706578918267 3.611747537739574 0.73444662269412209 1.1274965438469724 1.7330132779898182 2.8811856798129156 1.3669075295329096 0.72840145928785183 0.66498460853472352 3.3973294274765093 4.9630943337469935 19.971998147229897 2.5390432218555352 2.4570628062356255 9.5155673099798133 9.3889280393486825 3.4552146125934087
leaf_count=1937 197 36 56 52 42 56 5 12 41 39 30 9 116 164 26 160 442 29 68 5 11 69 20 53 614 28 55 119 68 74
internal_value=0.000574806 0.00178687 -0.00168408 0.000621865 -0.0171107 -0.00378067 -0.0136225 -0.00872439 -0.0166879 0.0195834 0.00340493 -0.00577497 -0.0358651 0.00379637 0.0254551 0.00110608 -0.0337288 0.00139363 0.0175955 0.0331505 0.00672952 -0.0500996 -0.000710304 0.00787226 0.000347592 -0.00797646 -0.019968 -0.00843391 0.0040048 -0.0177634
internal_weight=276.778 180.126 96.6517 81.0053 10.9888 8.51278 15.6464 14.0256 10.9462 3.07938 70.0165 9.19784 2.21968 6.97816 5.85268 175.485 1.86194 64.1638 7.37449 5.64148 2.76029 1.39339 56.7893 26.0362 21.0731 30.7531 15.37 12.9129 15.3832 5.99426
internal_count=4633 2575 2058 1616 150 98 442 386 335 51 1466 294 121 173 56 2539 602 1410 182 153 85 80 1228 864 811 364 194 139 170 102
is_linear=0
shrinkage=0.0609531


Tree=638
num_leaves=31
num_cat=0
split_feature=1 1 0 0 3 1 4 2 2 4 0 2 2 2 4 3 0 1 4 1 3 4 3 0 0 4 3 3 4 4
split_gain=0.188836 0.937791 0.573653 1.15898 1.29103 2.05246 0.79047 0.687235 2.27741 2.0754 1.28739 1.12583 2.00122 1.17424 1.44835 0.999398 0.812381 0.640095 2.17957 1.28852 2.36443 1.67704 1.31375 1.55294 2.51332 2.76506 1.41743 1.24305 0.900132 0.843834
threshold=69.999384342500022 70.077349628250019 87.261973998100004 86.866770652900016 0.094595000000000026 62.116825104000007 44.131787411600008 -0.053874999999999999 -0.036264999999999999 41.873095646600007 85.683849075550015 -0.064729999999999996 -0.072755 -0.078549999999999995 41.681597818500002 0.10214000000000002 67.058211147750015 64.630533455950015 41.319407281650008 66.235542959850008 0.090465000000000031 36.242939472700009 0.085855000000000029 93.72771580185001 90.767723400200012 40.099856909850011 0.095235000000000028 0.083070000000000019 39.852039223600009 43.157831852650006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 11 -9 -10 15 12 13 -1 -15 16 -11 18 28 20 21 -19 27 24 -24 26 -26 -21 -4 -20
right_child=1 -3 6 4 -6 -7 -8 8 9 10 -12 -13 -14 14 -16 -17 -18 19 29 22 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0004682888665322081 -0.045781104233402203 -0.00085466296932475844 0.012000420360585894 -0.081769830042778907 0.0080508403771595155 -0.0033708954626653783 -0.023301909786366731 -0.043337235697302724 0.010309085038227432 0.057806824987087654 -0.067563713678983769 0.026607656211704651 -0.042136060607648948 0.0052248170234189123 0.052240546954592612 0.036251683640545873 -0.060553219322207787 -0.0046511292002542424 -0.0055551628610117539 0.013129606823058998 0.0090595648774315467 -0.073237337686637843 0.026551036326007204 0.035421993098979268 -0.044817397438256759 -0.084477601542253797 0.01929561056508813 0.056569281647806918 0.053992333549100227 0.022035328695752924
leaf_weight=65.379519976791926 1.5586707852780808 92.434228484379673 2.519253961741927 2.1969311311841002 2.6880910024046898 2.2097118911333382 2.9095109971240154 4.7890124956611571 15.957890150602909 0.23360392544418518 2.0468751015141606 6.2346894755028179 3.3574486598372451 5.982424119487403 3.3845168966799974 1.0546210673637686 1.0566980355506528 2.0447420626878721 11.693057937547566 8.9308416768908518 6.4699927419424057 2.7687220387160778 3.5586984101682884 2.7977125942707053 1.952376067638397 2.2908554333262146 2.7260704413056374 2.8721268982626489 5.0800225399434566 5.3212718032300463
leaf_count=921 16 2502 25 31 14 13 79 38 162 4 40 42 24 24 82 14 136 15 87 67 40 31 22 18 36 26 17 19 57 31
internal_value=0.00048802 -0.00159967 0.00157511 -0.000822866 -0.0233201 -0.0424567 0.00594731 0.00063508 -0.00770034 0.0006863 -0.0342787 0.00311961 0.00124466 0.00319323 0.0222128 -0.00522438 -0.0391246 0.00734182 0.0144966 0.00250538 -0.013619 -0.0441022 0.00974564 -0.00261431 -0.0127221 -0.0327759 -0.00745957 0.0237002 0.0400715 0.00307383
internal_weight=274.5 93.9929 180.507 116.572 7.09473 4.40664 63.9353 109.477 25.1387 20.3497 4.3918 84.3386 78.1039 74.7465 9.36694 2.34492 1.2903 61.0257 24.6136 36.4121 11.2835 4.81346 25.1287 13.3257 10.528 6.9693 4.67845 11.803 7.59928 17.0143
internal_count=4633 2518 2115 1545 58 44 570 1487 394 356 194 1093 1051 1027 106 154 140 491 200 291 86 46 205 119 101 79 53 86 82 118
is_linear=0
shrinkage=0.0574375


Tree=639
num_leaves=31
num_cat=0
split_feature=3 2 3 2 0 2 1 1 4 4 4 4 2 1 2 2 4 1 1 4 4 0 2 2 3 3 2 1 0 3
split_gain=0.19955 0.765732 0.721516 0.65287 1.32044 1.26236 1.14354 0.890113 0.700532 3.01783 1.9716 1.87125 1.68223 2.21499 1.65368 1.24792 0.894038 1.15353 2.37535 0.778806 0.478377 0.395954 0.391703 1.40479 0.883855 0.983009 0.751427 0.663711 0.936184 0.832976
threshold=0.10249000000000003 0.20852500000000004 0.10176000000000003 1.0000000180025095e-35 86.345209775600011 -0.021344999999999999 66.859265246100009 75.806453904250006 40.986363433950011 40.636252116050009 40.250747516500006 39.571921479100006 -0.072755 65.907551067950024 -0.057599999999999998 -0.033594999999999993 42.027798546600003 61.982402197500001 75.424692849750016 35.119813570500007 37.345948426100009 91.109157582800023 -0.25105499999999997 -0.58319500000000002 0.096095000000000028 0.094780000000000017 -0.63026499999999996 72.04530097975001 97.615226258450022 0.098950000000000024
decision_type=2 2 2 2 2 2 2 2 2 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 22 5 -5 8 -6 -8 9 10 11 12 13 -2 16 -16 -10 -18 -19 -15 -3 -21 23 26 25 -25 -1 -28 -29 -30
right_child=1 20 -4 4 6 -7 7 -9 14 -11 -12 -13 -14 19 15 -17 17 18 -20 21 -22 -23 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.025230435985945519 0.0039943075641772074 -0.0026415059335597201 0.027121383769016807 -0.080766860270178806 0.011591264433697927 0.041994480322170152 -0.075432093583750331 0.0088726656731311151 0.030709056046550928 -0.081382312652479333 0.033044257210727498 -0.058065508293490851 0.029987733749256552 -0.016820956236373193 -0.053225972488351918 0.00096362794388793677 0.03880901027961102 -0.076819063067294066 0.028353282583428598 -0.14291041168390176 0.044654703865330277 -0.073586791847886135 0.0014828714170059072 -0.031796611859838321 -0.087656761495427449 0.035198328860985173 0.048213960300382677 -0.075575890509995247 -0.0028936028290178651 0.066667235139787978
leaf_weight=1.7828188293497076 4.7530682645738125 1.3373365602092229 3.938702686369651 1.1915749805048097 3.4236050620675087 2.2829785379581145 1.3325012149289253 0.71495689241419302 7.2818051567446691 2.1166130830533794 4.042469880776479 2.9872831876855335 3.6738791494281084 0.80386894960520328 2.6336529963591602 3.9422028651460996 1.6153677264228461 1.6009089485742154 1.5904912394398705 0.39615651965141285 1.9575079185888169 1.3466687272721172 202.98678526755975 4.9569683811350824 0.83850427180004761 0.97350435801490665 2.0158312804996967 0.47083699679933522 2.291872395103383 0.88715064129792143
leaf_count=49 36 18 34 16 24 17 30 29 37 21 26 26 39 27 27 24 12 36 21 3 39 63 3514 271 31 16 15 11 116 5
internal_value=0.00047388 -0.00296208 0.00126667 -0.00492393 -0.0226225 -0.00205257 -0.00995892 -0.0459935 -0.00464532 -0.0125353 -0.0044411 -0.0152952 -0.00365214 -0.0205827 0.00385994 -0.0207395 0.0172414 -0.00316093 -0.0244045 -0.0664523 0.0254578 -0.0893445 0.000797829 -0.00898271 -0.0290812 -0.0207992 0.00928214 0.0201422 0.00463804 0.0165183
internal_weight=272.168 51.0249 221.143 47.7301 6.66264 41.0674 5.47106 2.04746 38.7844 20.12 18.0034 13.9609 10.9736 7.29976 18.6644 6.57586 12.0886 4.80677 3.1914 2.54669 3.29484 1.74283 217.204 14.2175 6.76898 5.93047 7.44851 5.66569 3.64986 3.17902
internal_count=4633 571 4062 514 99 415 83 59 398 241 220 194 168 129 157 51 106 69 57 93 57 66 4028 514 318 287 196 147 132 121
is_linear=0
shrinkage=0.0609531


Tree=640
num_leaves=31
num_cat=0
split_feature=0 0 1 3 0 2 0 3 0 0 2 2 2 3 2 2 1 0 2 2 4 0 2 2 3 2 4 3 3 1
split_gain=0.934855 1.41034 1.47233 1.58032 1.36922 1.8122 1.21043 1.20896 1.17081 4.00855 0.974481 1.19908 1.71596 1.31572 1.14976 1.65272 1.20445 1.02365 0.982757 1.48257 1.05051 0.964319 0.94172 1.39355 3.06542 2.37329 1.023 0.957074 3.20596 2.4543
threshold=93.972365491700018 93.843319501450011 69.873026810350026 -0.10696499999999999 94.625660817400004 -0.14907499999999999 94.109476856350014 0.096915000000000015 93.308316333500017 92.773313165550022 -0.051199999999999996 -0.0098449999999999979 0.048475000000000011 -0.22831499999999999 -0.068964999999999985 -0.057599999999999998 69.633754036750005 103.75566462840003 0.22387500000000005 0.63131000000000015 42.546237522150008 85.990333302400003 -0.079369999999999996 -0.087660000000000002 0.086375000000000021 -0.088274999999999992 41.600558339100012 0.074735000000000024 0.083555000000000032 74.257902021100008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 -4 5 -2 -7 -5 9 21 14 -12 17 -14 16 -16 -6 -13 20 -20 -15 -1 23 25 -25 27 -24 29 -29 -18
right_child=4 -3 3 7 10 6 -8 -9 -10 -11 11 12 13 18 15 -17 22 -19 19 -21 -22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=2.2946731721272214e-05 0.00056351203327956059 0.0012193762950632469 0.000623555316340426 -0.0023689111753184763 -0.0024219497295577277 -0.0003791420905741317 -0.0022566193465904383 -0.00020700679295057044 0.0011249848759478324 -0.0023637256267936249 0.00079609506310198384 -0.0024115438697595924 -0.0017495576025644999 0.00084481222526483816 -0.0026031471884193427 -1.1812780624047533e-05 -0.0023095664469618624 0.00040997321795262145 -0.00075766248819807711 0.0010559329559253737 -0.00030351199828209893 0.0003066176381377234 0.001110224855097682 0.00057160107563181887 -0.0020406076379893357 0.0022371036385735871 -0.00040221990065213132 -0.0012977362376637442 9.3341722894325915e-05 0.00071168937861526452
leaf_weight=70.763323205086635 2.5272030970663764 5.0736399278976014 2.0772554608993232 2.4066545877140006 0.80798477120697398 2.3166912905871859 3.0694229399086908 1.6948265153914688 5.1463736891746512 2.3579698088578871 12.081694117689038 1.6219726861454575 1.265456033055673 12.911144278499711 1.6831398072536106 2.1614039589185259 1.145327234175048 0.71109633166634001 6.1149836482945812 2.4183340949675767 4.0154611130128606 132.05036130920053 5.3318549148680168 3.0303006918111413 4.016348117380403 1.7809668701374892 2.5377529322868213 8.27687708767189 27.642256321436435 10.610664092426303
leaf_count=1148 68 35 23 80 16 17 94 18 31 23 148 32 70 132 63 19 43 65 134 60 65 839 47 46 114 11 31 473 477 211
internal_value=0.000122398 0.000197494 0.000173546 -0.000769851 -1.85175e-05 -0.000806333 -0.00144907 -0.00147556 0.000201261 0.000178091 3.80724e-05 0.000276944 6.10955e-05 0.000201878 -0.0001043 -0.0011463 -4.28392e-05 -0.00155157 0.000298872 -0.000243691 0.000572398 0.000207643 -1.29773e-05 -0.000101485 -0.000917268 1.47498e-05 0.000622499 -6.82691e-05 -0.000227206 0.000417344
internal_weight=339.649 221.57 216.497 6.17874 118.078 7.91332 5.38611 4.10148 210.318 205.172 110.165 41.1401 29.0584 26.7254 69.0249 3.84454 65.1803 2.33307 25.4599 8.53332 16.9266 202.814 64.3723 56.5027 7.04665 49.4561 7.86961 47.6751 35.9191 11.756
internal_count=4633 2197 2162 121 2436 179 111 98 2041 2010 2257 706 558 461 1551 82 1469 97 391 194 197 1987 1453 1375 160 1215 78 1204 950 254
is_linear=0
shrinkage=0.00196078


Tree=641
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 4 0 2 2 0 1 0 0 2 3 3 2 1 4 0 4 1 3 4 2 3 4 0 4 3
split_gain=1.12051 1.37575 1.48532 1.39034 2.25069 1.36807 1.36268 1.35424 3.45877 1.20227 1.90278 1.12983 1.11936 1.31935 2.23671 1.28417 1.05959 1.02824 1.60052 1.31936 1.02772 1.84094 1.27027 1.85731 1.00215 0.995738 0.897596 2.54263 1.5963 1.57021
threshold=93.972365491700018 96.631250582750013 97.789976036950009 -0.14008999999999996 -0.079369999999999996 45.458122212500008 85.990333302400003 -0.095854999999999996 -0.102645 94.625660817400004 71.397382570300024 94.109476856350014 97.491557184450016 -0.054875 0.089835000000000012 0.089965000000000031 -0.17605999999999999 78.196493182200015 42.081757894750005 100.69082235970002 40.806664626150003 72.62331947780001 0.088350000000000026 39.955516828000007 -0.15397999999999998 0.087475000000000011 41.873095646600007 85.823648898300021 41.741384785950011 0.10876000000000002
decision_type=2 2 2 2 2 2 2 2 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 12 5 7 -2 26 8 -5 11 -11 -6 13 14 -3 -14 -7 18 20 25 21 -4 23 -23 -18 -19 28 29 -1 -28
right_child=1 2 17 4 9 16 -8 -9 -10 10 -12 -13 15 -15 -16 -17 24 19 -20 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=8.1446289573222056e-05 0.00079281909553010027 -0.0017425908766258958 0.001012558511854449 -0.0022256390226825882 3.8294961680950989e-06 -0.0024977600328939288 0.0003219518715645464 -0.0022225662856871966 0.0013321103267963639 0.0011106613704445765 -0.00062873288690491194 -0.0022483069750895124 0.001656085219727292 0.00063022442958466122 0.00047775542931292674 7.3829046229103188e-05 0.0024263389319805107 1.7215402793910358e-05 -0.0016869127837148559 -6.8819951034989021e-05 0.00041327813145575708 -0.0021275266166010773 -0.0019577689907495353 0.0017470188494396362 -0.0020421069863713263 0.0014279721287416361 -1.2722699571172458e-05 -0.0023324878977855645 0.0016273549436000342 -0.0023060557587717759
leaf_weight=37.599128891830333 5.7973643536679473 2.984281403943899 1.8489846866577879 2.3789600702002671 1.6933364914730167 1.007802771637216 147.88746795291081 4.2097670761868367 1.8814646126702426 4.7028458332642895 4.9768021274358034 1.7327642696909604 5.3506313376128656 11.286682512611153 4.1981938648968935 3.1232568062841892 0.45583072304725614 3.3933429359458378 3.3885698198573655 37.015818518135347 6.1243650987744331 0.85610448621446256 3.4952058482449502 1.0703976824879644 0.33461728756083198 4.440871233236976 28.379373957111973 2.1117963297292581 2.7563206171616903 1.1962276478297997
leaf_count=538 56 30 8 126 10 36 1042 100 16 30 49 51 22 49 29 34 1 31 112 1386 40 45 90 7 51 27 534 38 16 29
internal_value=0.000131582 -2.27846e-05 9.8846e-05 -0.000392105 -0.000646089 0.000329359 0.000214227 -0.00143384 -0.000654486 -0.000136971 0.00021635 -0.0011352 0.000482876 0.000212163 -0.000444787 0.00107291 -0.00116478 -6.90322e-05 -0.000483038 8.58958e-05 -0.000178492 -0.000676962 -0.00125314 2.52374e-05 0.000534729 0.000816911 -6.90628e-06 -0.000253898 0.000187034 -0.00010548
internal_weight=337.679 117.748 88.5767 29.1716 21.5759 7.59562 219.93 8.47019 4.26042 13.1057 9.67965 3.4261 26.943 18.4692 7.18248 8.47389 1.79825 61.6337 16.7836 44.85 13.3951 7.27069 5.42171 1.9265 0.790448 7.83421 72.0428 31.6874 40.3554 29.5756
internal_count=4633 2436 1910 526 382 144 2197 242 142 140 79 61 164 108 59 56 88 1746 302 1444 190 150 142 52 52 58 1155 601 554 563
is_linear=0
shrinkage=0.00196078


Tree=642
num_leaves=31
num_cat=0
split_feature=1 1 4 4 1 1 4 0 0 3 3 3 3 4 4 3 2 1 2 3 0 1 3 3 4 1 1 2 3 2
split_gain=0.177151 1.35163 1.77213 0.846184 0.764893 1.11324 0.648342 0.744332 1.04586 0.714533 0.640817 0.511178 0.671174 0.783849 0.836365 1.3376 1.33525 0.867088 0.835538 0.717972 0.70523 0.664907 0.59736 1.20049 1.49445 1.13275 1.04739 0.911223 0.680676 1.09193
threshold=71.053259929650025 71.504920895500007 36.558960102350007 49.064150740050003 70.816675614150014 70.348883899450016 37.232443001650005 97.32487278035002 97.615226258450022 0.11458500000000002 0.078095000000000012 0.094595000000000026 0.12001500000000002 37.765550062200006 41.835830569250014 0.098510000000000028 -0.076544999999999988 80.677940036650014 -0.59614999999999996 0.25799500000000009 100.92471821705001 81.011308844800013 0.08759500000000002 0.08833000000000002 41.184662530950007 78.537927364800012 80.677940036650014 0.075080000000000022 0.079605000000000023 0.23643500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 -1 7 -3 -9 -10 -7 22 13 -13 15 16 -15 -17 -16 -14 -19 -20 27 -24 25 -25 -26 -8 29 -29
right_child=1 6 3 -5 -6 10 11 8 9 -11 -12 12 19 14 18 17 -18 20 21 -21 -22 -23 23 24 26 -27 -28 28 -30 -31
leaf_value=0.001448342519587665 0.043020009082355898 -0.067603205743072561 -0.065712550248898202 0.034402242718002296 0.027011253474318167 0.011823648940577447 0.002576141419971954 0.064587061254154379 -0.048709766096209153 0.031193779041534406 -0.063642357364401769 0.030708072511294711 0.033853469485164961 -0.04739289739349551 0.043212571472663719 -0.075887339686679878 0.029730917443699663 0.023798591421531817 -0.064440045965374948 -0.027066283442632188 -0.056228826185278163 0.013497166994876051 0.042828957201840039 0.0038061942194557103 -0.048781431158803554 0.046152722365383168 0.01492277958802208 -0.065952010808740011 -0.065696681037208507 0.017273631262605102
leaf_weight=187.50241326547984 0.82044433266855676 1.0309226819081225 2.9006079400423919 0.33645047014579166 4.1159569442970669 0.55232050450285841 34.508224067041738 0.5619183694943789 1.5022212481917452 0.54451420154327923 1.4745239935582501 1.1735144970953104 2.2591651265393007 1.3922725528391313 1.2523777857422831 2.5256946632871404 1.8896328064147363 0.72706650942563988 0.72102710837498285 0.99516834356472816 0.85641099028725876 0.85374584973760648 3.7490984757314463 7.4458789118507394 2.5894955075345925 3.2361556519390433 1.4309355019286156 0.85153265070402984 1.1962656544492345 1.6611526955384759
leaf_count=2203 12 29 182 9 35 22 906 3 332 29 85 14 48 36 9 58 14 3 28 28 37 28 28 48 38 80 104 47 83 55
internal_value=0.000552667 -0.00183193 -0.0354248 -0.0553069 0.00152564 0.000972177 -1.34544e-05 -0.0246151 -0.00762644 -0.0274522 -0.0430777 0.0012421 -0.00870973 -0.0155471 -0.0208593 -0.031433 -0.00298708 -0.054152 0.00678372 0.0152243 -0.0194836 -0.0221872 0.00381415 0.012644 0.00494693 0.0166352 -0.0261081 -0.000448981 -0.0285948 -0.010931
internal_weight=272.657 79.0119 4.0575 3.23706 193.645 189.529 74.9544 3.63958 2.60865 2.04674 2.02684 71.3148 14.6461 11.3917 10.2182 7.39108 3.28191 4.10917 2.82715 3.25433 1.58348 1.57477 56.6687 18.4516 14.7025 10.682 4.02043 38.2172 3.70895 2.51269
internal_count=4633 2288 203 191 2345 2310 2085 393 364 361 107 1692 303 227 213 148 50 98 65 76 40 56 1389 298 270 128 142 1091 185 102
is_linear=0
shrinkage=0.0597579


Tree=643
num_leaves=31
num_cat=0
split_feature=4 3 3 0 0 3 4 4 3 0 2 1 4 2 0 4 3 3 1 1 4 2 2 4 0 1 4 0 4 4
split_gain=0.182709 0.568439 0.445049 0.645235 0.915519 0.509716 0.305563 0.658471 0.496439 0.880277 0.456499 0.435214 0.395341 0.463212 0.328251 0.370008 0.482828 0.395074 0.34717 0.297622 0.765165 0.851817 0.775819 0.522944 0.837338 0.815749 0.480377 0.476634 0.844252 1.00337
threshold=49.292797572200008 -0.25098999999999999 -0.17949499999999999 100.01333091085002 104.22883325935001 0.074735000000000024 47.927946529500012 46.095286511800005 -1.0000000180025095e-35 93.047535894850014 -0.23353499999999996 81.339300736700025 47.079243513300007 -0.088465000000000002 75.994645973400011 41.243661560350013 0.082325000000000023 0.10487000000000003 54.884872733100003 81.339300736700025 44.749265482150008 -0.18437499999999998 -0.61402999999999996 38.983591653800012 104.86330937810001 82.949687156850018 37.572218886150004 103.37390357390002 40.94178426300001 40.806664626150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 7 14 10 -10 -8 -11 -9 -14 15 17 18 -1 -17 27 21 22 -21 26 -25 -26 -23 -16 29 -29
right_child=1 2 3 4 5 -7 8 12 9 11 -12 -13 13 -15 19 16 -18 -19 -20 20 -22 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.060273736224366381 -0.066933664095668033 0.025542657156543382 -0.062100954973939394 0.037193342227164188 0.01344625349361024 -0.060730623143187841 -0.01703177255808298 -0.056114054242524712 0.062980079851512813 -0.01069821459243476 0.019103570666782223 0.029739230821771139 -0.027470980808220954 0.03920271646542714 0.0014455288808146217 -0.058930865884230889 -0.061576692401928784 0.06079667927684361 0.044367268925741034 -0.062218006546363523 0.03659762958340293 -0.060355278710623947 0.028840393437630313 -0.06372201052875856 0.036377640527974188 -0.039155342772283282 0.018978665178136702 -0.059797068396082752 -0.065359118934176202 0.065110114233129984
leaf_weight=0.90861626452533462 0.54668652004329477 1.2836274316068736 0.76933501631719936 1.1698862308985556 0.50333308504195862 0.86339186146506108 2.9680759911425412 1.0428584702458459 1.408363975584505 1.9259631093591454 2.0143248587846756 1.7378476513549683 1.4901316049508748 0.47060391356353637 239.18557462589524 0.13563540190807521 0.29958608723245561 0.10299769043922424 0.63210585637716576 0.38332113348406016 1.0921231604879711 0.33488638499875278 1.980163666466068 2.1694653184968047 0.76586915133520994 1.3662569644729954 1.2032084841848698 0.3795984427561041 0.99241779092699289 0.52745306491851807
leaf_count=223 19 17 96 47 13 122 54 65 10 26 23 34 61 20 2606 114 22 1 31 38 15 195 174 124 16 303 63 70 29 2
internal_value=0.000482419 -0.010462 -0.00373533 -0.0151033 -0.000849323 -0.033413 0.00069413 0.000299839 0.0107121 0.0236145 -0.00242269 0.00848239 -0.0269695 -0.0114684 0.000624272 -0.0225594 0.00150299 -0.0479469 0.0261178 0.000816769 -0.00947006 -0.0156032 0.0140721 -0.0276137 -0.0380972 -0.0120236 0.00170544 0.00121339 -0.0280183 0.0128368
internal_weight=270.654 5.13626 4.58957 3.30595 2.53661 1.36672 265.517 255.463 10.0546 5.07217 4.9824 3.66381 3.00359 1.96074 252.459 2.07894 1.06733 1.01161 0.767741 250.38 9.29529 8.20317 2.36348 5.83969 4.30159 2.13213 1.53809 241.085 1.89947 0.907052
internal_count=4633 314 295 278 182 135 4319 4172 147 70 77 60 146 81 4026 391 167 224 145 3635 928 913 212 701 443 319 258 2707 101 72
is_linear=0
shrinkage=0.0585862


Tree=644
num_leaves=31
num_cat=0
split_feature=1 0 3 0 2 0 2 3 0 4 4 1 3 3 4 4 2 2 3 3 2 1 2 3 2 2 2 2 4 2
split_gain=0.706607 2.39922 2.76259 1.01281 1.14376 1.1224 0.904854 3.36142 1.11956 2.18257 1.2512 1.09445 1.57911 1.0808 1.89592 3.71828 1.80629 1.60943 1.01339 1.00965 2.31654 1.76808 1.68189 1.18337 0.854821 6.56668 3.74151 2.85566 2.34134 2.2703
threshold=71.053259929650025 95.550490414250007 -0.089139999999999997 85.990333302400003 0.20852500000000004 85.931187223550012 -0.068964999999999985 0.10487000000000003 85.705356740550016 42.081757894750005 44.279556297950009 61.993156030000002 -0.144095 0.07771500000000002 41.529896397300007 35.119813570500007 -0.11963999999999998 -0.092084999999999986 0.11458500000000002 0.10214000000000002 -0.053874999999999999 62.046925192600007 -0.013285 0.091885000000000022 -0.06828999999999999 -0.077085000000000001 -0.054875 -0.079369999999999996 37.892416320650007 -0.083330000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 8 19 11 -10 -11 13 -13 16 15 -15 -1 -17 -14 20 -8 22 -22 -24 25 27 -26 29 -27 -5
right_child=1 -3 -4 24 -6 -7 7 -9 9 10 -12 12 18 14 -16 17 -18 -19 -20 -21 21 -23 23 -25 26 28 -28 -29 -30 -31
leaf_value=-0.00012464040130723072 9.4882397440605224e-05 7.2421524766888015e-05 -0.002002355165629043 0.0003140129073078621 0.0012781630819399367 -0.00110060521551281 -0.0031613769894843682 -0.0027269648031545846 0.0010331530821878691 -0.0011092267884283999 0.00056683513128366126 0.00050244980740639627 -0.0018209092189181827 0.0014709436641880522 0.00089523380804334323 -0.0026435940149953942 -0.002724226741404441 -0.00015088935014727204 0.00058423229206737599 0.00079823709648688091 0.0014322085092634727 -0.0022287593055608968 -0.0014850629833802515 0.00055377867853876087 0.0014147627530772336 0.00018741343112455599 0.00021085717665691095 0.0015239350867040774 -0.0021994465372297311 -0.00058036109413198329
leaf_weight=9.0666784520144521 4.4649507938884199 88.290207103455032 4.4586698691127804 73.524393277359195 2.3313814548309884 3.5200174124911419 0.96196806011721303 1.9467782252468158 10.542165338993074 3.5478702578693619 2.8550907149910927 2.3024562792852521 3.7216107706190078 2.2531143880914888 9.9522185949608666 2.175235692877322 1.0604098606854737 1.594311278313399 0.74715122859925021 3.4774954840540877 2.7658777632750544 1.1479334491305051 2.0406491904868771 2.0042658275924623 11.125558057799934 1.9937194883823384 52.136718779336661 6.1225749962031832 5.4499766901135445 11.682868247386066
leaf_count=327 64 1924 300 491 28 42 13 31 36 35 14 23 176 28 70 40 12 10 8 17 20 45 158 16 54 15 408 86 50 92
internal_value=0.000113182 -2.17056e-05 -0.000952998 0.000169692 -1.97225e-05 -6.44288e-05 -7.58381e-06 -0.000424665 0.000112513 0.000506024 -0.000361868 -9.03303e-05 -0.000765495 8.4817e-05 0.00039016 -0.000444455 -0.000396844 -0.00158932 -0.00141878 -6.31547e-05 -0.000398945 -6.50514e-05 0.000299633 -0.000474812 0.000251536 0.000141986 0.000422581 0.000280716 -0.00156015 0.000191384
internal_weight=329.264 97.2138 8.92362 232.05 70.0147 67.6833 64.1633 14.345 49.8183 16.9451 6.40296 32.8732 6.77122 26.102 15.9749 6.02266 10.1271 3.76955 4.46876 12.3982 8.92069 7.95873 6.81079 4.04492 162.036 98.7735 63.2623 91.3298 7.4437 85.2073
internal_count=4633 2288 364 2345 1149 1121 1079 300 779 85 49 694 207 487 148 78 339 50 184 269 252 239 194 174 1196 734 462 669 65 583
is_linear=0
shrinkage=0.00188464


Tree=645
num_leaves=31
num_cat=0
split_feature=0 3 0 0 0 3 4 2 1 2 2 4 3 4 4 2 4 3 2 1 3 2 3 4 3 3 2 2 4 4
split_gain=0.195691 0.590966 0.452665 0.379793 0.42547 0.405192 0.609979 0.380821 0.277133 0.246173 0.336026 1.36295 0.29831 0.635479 0.23434 1.03037 0.619059 0.556371 0.481762 0.353676 0.583457 0.758764 0.25269 0.642321 0.250502 1.08352 1.06135 1.09155 1.43362 1.09182
threshold=111.47691637905002 0.078655000000000017 110.27248713660002 122.35979489110001 119.82189041595002 0.078385000000000024 46.095286511800005 -0.16262999999999997 89.541786492700012 0.70681500000000008 0.27394500000000005 39.065416244600009 0.094595000000000026 38.911218973650008 49.064150740050003 -0.15962499999999999 48.823707093150006 0.07771500000000002 -0.23353499999999996 55.887667615750004 0.10487000000000003 0.11061500000000003 -0.42796999999999996 35.887362732750006 -0.098985000000000004 -0.12193999999999999 -0.24150999999999997 -0.18437499999999998 40.767054867700004 41.772405911750006
decision_type=2 2 2 2 2 2 2 2 2 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 9 4 5 6 7 -2 -4 10 14 12 13 -12 16 17 19 18 -16 20 21 -1 23 -21 25 26 -24 28 -28 -29
right_child=1 -3 8 -5 -6 -7 -8 -9 -10 -11 11 -13 -14 -15 15 -17 -18 -19 -20 22 -22 -23 24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.068846533326649764 0.047706799893016405 -0.068030787784377961 0.0027053576578680736 -0.067813694150918591 0.067298369061744787 0.05863313506883986 -0.075594050252225112 -0.035702614069851014 0.058567171864027011 0.025664768978409268 -0.060822409258550869 -0.075624323577200919 0.024254246337177168 0.036692728179257575 -0.042855680822416711 -0.067723606702672495 0.027220538585692278 0.033554564745955751 0.013824262592011924 0.016738176368265592 0.067308021009955907 0.069674202344815056 -0.068881628068706902 -0.051909811074934864 0.00019032254134354056 0.035033767545337373 -0.048547528543716911 0.0039505328165589312 0.036901097366161872 -0.035231370780507844
leaf_weight=1.0772790606861224 0.5281604209194487 0.69694944605362241 0.62850497134786454 0.30998739033930167 0.41930630079878017 0.33904019690817211 0.52565291500650346 0.40437285164807679 0.90897573369875317 1.6206817994825531 0.64872225432191022 1.2080357818631453 1.6460373625741338 0.49141456186771393 1.3361625056713817 1.12493561694282 3.6957930410280815 1.4966273745521901 1.1828898363746705 1.0483344094245688 0.21642857789993275 0.19547215104103077 0.87447358814825449 1.2505824445979667 218.30835904659762 4.6958605924155554 0.95201115938835457 12.442280885268699 5.9931956911459565 3.9108652237337074
leaf_count=195 42 337 26 77 14 6 24 71 36 44 45 50 21 3 39 190 39 18 16 47 2 1 63 43 2761 75 82 131 69 66
internal_value=0.000543594 -0.0152985 0.000734887 -0.000752152 0.00862656 -0.005062 -0.0198716 0.0115381 0.0357315 0.000532162 0.000377755 -0.0182412 0.00663917 -0.0187921 0.000664004 -0.0130093 0.000940014 0.00231819 -0.0162401 0.000552998 -0.0308762 -0.0475722 0.000740606 -0.0206055 0.00093914 0.00660178 0.00107853 0.00370439 0.0251883 -0.00541984
internal_weight=270.177 3.22347 266.954 2.52652 2.21653 1.79723 1.45819 0.932533 1.53748 265.416 263.796 3.99421 2.78617 1.14014 259.802 5.14062 254.661 4.01568 2.51905 250.965 1.48918 1.27275 249.476 2.29892 247.177 28.8687 24.1728 23.2984 6.94521 16.3531
internal_count=4633 571 4062 234 157 143 137 113 62 4000 3956 119 69 48 3837 263 3574 73 55 3535 198 196 3337 90 3247 486 411 348 151 197
is_linear=0
shrinkage=0.0646839


Tree=646
num_leaves=31
num_cat=0
split_feature=3 4 2 3 4 0 4 4 0 0 4 4 2 0 0 0 0 4 1 4 0 2 4 1 0 0 2 1 3 0
split_gain=0.205537 0.488961 0.515872 0.308459 0.784211 0.387012 0.709011 0.326437 0.297684 0.675685 0.28676 1.40966 1.29988 0.670121 1.59645 1.39636 1.37134 1.03795 1.73376 0.608205 0.924922 0.659918 0.537209 0.918983 0.725544 0.507586 0.471838 1.14723 1.75196 1.2449
threshold=-0.55393499999999996 48.914776625700007 -0.16533 -0.27450499999999994 41.559097512700014 89.711159354950013 34.515670600900002 32.724174661450007 93.501885318850015 94.109476856350014 36.558960102350007 37.041406607950009 -0.08158 89.861713010250014 91.886121982450007 89.576736448400013 93.72771580185001 36.165040341950011 61.821094709650005 37.765550062200006 93.972365491700018 -0.047144999999999999 33.361153777850006 73.448676123850007 96.631250582750013 89.237990724000014 0.23643500000000003 68.20618276945001 0.075320000000000012 85.990333302400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 -7 8 -5 -10 13 12 -12 15 -15 17 -16 18 -9 20 -13 -22 -18 24 -24 -20 -21 29 -29 -28
right_child=3 -3 -4 7 -6 6 -8 10 9 -11 11 19 -14 14 16 -17 22 -19 25 26 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.070178257962458745 0.01635017466229911 0.049811052196370921 0.03007810168013874 -0.056924884012267481 -0.07571289066535887 0.041853636520628144 -0.076103076812566728 0.039790584749466833 0.068906175951470902 -0.072515555874949109 -0.074467744796565011 0.039269900454136919 -0.0045217368518044223 -0.046162261308021257 0.058691836972585863 0.07199745783809626 0.050623477044174331 0.065116226228951801 -0.08298128034144886 0.00084649919903184224 -0.05219690257913074 0.012868575700315302 -0.023245549692254237 -0.069418716357558849 0.031828564120799374 -0.018511716686380804 0.016117263470446078 0.043734200488277211 -0.032190279311104984 -0.085453006246790794
leaf_weight=0.4063653386256193 1.7692698006285352 1.1505601182579992 0.49624080622743283 0.81600990347214863 0.81650671873649106 0.33902918490639411 0.64161561995570082 1.7131799971684842 0.32293137907981873 0.27004049815604958 2.0848656187918095 4.3115430613979688 2.5975194844650096 2.6165003353962657 2.120189274661243 1.9651138857007024 0.70762457747787255 1.0244319261983035 1.0193941389443355 224.50300849466657 0.99604363019170739 2.1287433025136124 2.2200436335988343 0.94618885650743312 1.9610603768378494 1.1109802797436712 0.7686058542458335 2.3706347140250728 2.9936266437289305 1.6592696672305463
leaf_count=38 51 7 28 47 64 6 46 33 3 142 50 38 34 21 14 10 23 30 32 3446 65 19 32 140 10 9 16 47 87 45
internal_value=0.000497984 0.0212932 -0.0150587 0.000337949 -0.0189354 -0.00207695 -0.035323 0.00059908 -0.0310731 0.00450246 0.000769525 0.00018685 -0.0356657 0.00895201 -0.00145626 0.0250548 0.0132479 0.00610495 -0.00962347 0.000887115 0.0194609 -0.00787142 -0.00326469 -0.0107019 0.00258582 -0.0493607 0.000292524 -0.0156683 0.00136312 -0.0532983
internal_weight=268.847 2.05317 0.902606 266.794 3.56642 2.74991 0.980645 263.228 1.40898 0.592972 261.819 244.414 4.68239 17.4047 10.5716 6.8331 7.95511 4.86799 3.84355 239.731 7.43633 3.12479 5.83492 5.12729 4.1811 2.13037 232.295 7.79214 5.36426 2.42788
internal_count=4633 73 66 4560 167 103 52 4393 192 145 4201 3847 84 354 240 114 219 104 74 3763 122 84 205 182 42 41 3641 195 134 61
is_linear=0
shrinkage=0.0659776


Tree=647
num_leaves=31
num_cat=0
split_feature=3 3 3 3 4 2 0 1 2 2 1 2 4 2 4 2 2 2 2 3 3 0 3 1 0 4 1 1 0 2
split_gain=0.188832 0.690052 1.21362 1.1996 1.51506 1.56992 1.40841 0.942249 0.688015 0.650493 1.09242 0.655331 1.56442 1.33694 2.03274 1.19025 1.00978 0.886312 1.11418 1.81495 2.64698 0.858524 0.852042 0.820363 2.11861 1.42683 0.902359 0.742596 1.7613 1.74992
threshold=0.10249000000000003 0.096480000000000024 0.096095000000000028 0.096915000000000015 42.081757894750005 -0.066979999999999998 97.32487278035002 78.27445846800002 0.20852500000000004 -0.63026499999999996 62.079186690200011 -0.016014999999999998 36.558960102350007 0.04932000000000001 41.037275035300006 0.067985000000000018 -1.0000000180025095e-35 -0.060989999999999996 -0.072755 0.076130000000000017 0.08919500000000001 95.550490414250007 -0.144095 62.020040611300011 91.109157582800023 40.250747516500006 62.678712853250012 61.950140699950005 85.882794977150013 -0.082275000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -3 6 -6 -5 -8 -2 10 -1 17 21 14 16 -15 -14 18 27 -20 -21 -13 -16 -19 25 -25 -27 28 29 -11
right_child=8 3 -4 4 5 -7 7 -9 -10 11 -12 12 13 15 22 -17 -18 23 19 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.016860059835225392 -0.0050396722391860011 0.052236415682709099 -0.064794826225837598 0.023001288529532884 -0.064048096883048952 0.02409788812651897 -0.075640284645673017 -0.0018915549384034987 0.025561052924538544 0.0064621028737853843 -0.10077811355090138 0.051050000094252479 0.021600718282026768 0.021767388629084766 0.025980507246204976 -0.011523467869617277 -0.034075031234295873 0.033140357497098226 0.023004630423832866 -0.10538437788706245 -0.0023515004460061008 -0.028096018805247574 -0.079408026556745032 -0.075399723724063936 0.021095929391585343 0.016453112170116819 -0.045449437513243131 0.00374729844278196 -0.043903205500040211 -0.085247054391637545
leaf_weight=0.60559789976104983 46.491252849576995 2.5838703159934111 1.1559058325365175 14.102364718681207 2.2123511383833834 1.2842813483439375 0.95278923539444749 2.5921651446760734 3.1553312767828166 13.890012333751656 0.66721235608565621 2.618786682374775 2.5245760635880288 5.7047933789654079 0.34112422201724291 17.779375345038716 2.7231264527435979 6.3273970313021008 2.0073606604710212 1.8933073793741639 2.1318139070644975 0.69809881827768538 3.2266004686825909 1.6319354362785841 12.792931779862554 2.6825929256156087 1.4637385134119538 105.61634716554909 4.6250706259161225 0.89036388695240098
leaf_count=3 514 33 20 112 48 18 17 70 57 348 42 30 25 93 57 389 34 38 23 33 14 82 156 14 191 28 38 2042 50 14
internal_value=0.000434464 0.00123922 -9.34568e-06 0.0114475 0.00646292 -0.0316729 0.0140191 -0.0217132 -0.00309482 0.000378982 -0.0448064 0.000679199 -0.00708211 -0.0113412 -0.0323993 -0.00343643 -0.00729042 0.00245172 0.000367931 -0.0262511 -0.0508154 0.0343923 -0.0693314 0.0134198 0.00670082 -0.0251696 -0.00539973 0.00165234 -0.00974972 0.00093758
internal_weight=267.372 217.726 193.998 23.7278 21.144 3.49663 17.6473 3.54495 49.6466 192.842 1.27281 191.569 35.6165 32.2996 8.81543 23.4842 5.2477 155.953 131.054 6.03248 4.02512 3.31689 3.56772 24.8986 18.5712 5.77827 4.14633 125.022 19.4054 14.7804
internal_count=4633 4062 3764 298 265 66 199 87 571 3744 45 3699 866 754 272 482 59 2833 2524 70 47 112 213 309 271 80 66 2454 412 362
is_linear=0
shrinkage=0.0634156


Tree=648
num_leaves=31
num_cat=0
split_feature=0 1 0 0 0 4 4 4 3 3 3 0 2 2 2 1 2 0 2 0 4 4 1 0 1 3 2 2 3 3
split_gain=0.897059 1.93895 1.77183 1.7539 1.51965 1.28483 3.51043 1.57511 1.29199 1.16474 1.97176 1.06986 3.63579 1.53065 2.17639 1.78518 1.98917 1.42552 1.1388 2.61297 2.90952 3.33824 1.94203 1.41096 0.935353 0.887907 0.88782 2.09459 1.24288 1.11794
threshold=85.990333302400003 63.910026677050006 89.474575039450016 87.261973998100004 85.931187223550012 42.759119507950011 43.477771593600004 42.686561923500008 0.096480000000000024 0.083555000000000032 0.08326500000000002 85.705356740550016 -0.059424999999999999 0.17437500000000003 -0.013285 58.309968391300011 -0.13734499999999997 85.799452775150016 -0.089569999999999997 85.307464937250003 42.123054668150012 37.995872310650007 61.740440965750004 85.216057360850016 61.885617704800005 -0.10212 -0.59614999999999996 -0.24150999999999997 0.12001500000000002 0.098510000000000028
decision_type=2 2 2 2 2 2 2 2 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 24 11 9 10 -8 13 17 14 15 16 25 -13 19 20 21 22 -17 -20 -7 -1 -5 28 29 -28
right_child=1 3 -4 26 -6 6 8 -9 -10 -11 -12 12 -14 -15 -16 18 -18 -19 23 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00070690232680106649 0.00034255492675652548 -0.0016661636459719071 0.0015231366184302873 0.00073279539790337416 -0.0012444281531475063 -0.00030630242466794908 -0.00019027929755192972 0.0019163014736353866 0.0016013303598882596 -0.0015846788432635189 0.0023850156229037103 0.0016190918786781431 -0.0008851028078351689 0.0011123044718001419 -0.0023751984488884796 0.0013760682818027932 0.0020289651383547402 0.0003541357721444121 -0.00097454876759325501 -0.0025405511221746448 0.0020003553125097508 -0.0026000988047566445 -0.0022362459886001722 0.00059808324215506197 -0.0023079232994758182 -0.0018054375028332265 -0.00078301531801272528 0.000104707233956836 0.0012176429281154702 -0.0028061020053531918
leaf_weight=1.1433299344498666 85.404404107481241 2.2486621346324673 5.1841997057199469 7.5787644569027171 3.9622839484363785 1.173033733357445 12.492412718944252 1.9207937186583866 1.795999415218829 1.9207879221066821 1.2581538558006293 7.0720632150769251 5.4631531722843638 3.4004741720855227 1.7862710936460668 2.2395985311595799 2.7531434828415575 6.6420892402529716 3.2911021760082733 2.6339471638202667 1.6811598194763062 2.5385527042672038 0.76855593163054425 6.576275797560811 3.8223350238986313 1.0263459756970403 7.7532788790776959 147.12317101296503 1.0295515283942211 1.2146668901550581
leaf_count=51 511 22 43 133 44 45 219 9 10 77 3 22 31 30 99 48 14 31 41 48 10 107 58 33 93 32 265 2460 8 36
internal_value=0.000123532 0.000179151 0.000410117 5.38258e-05 -6.1625e-05 2.22554e-06 -0.000388427 0.0001745 2.60959e-05 -0.000154432 4.53559e-05 0.000106244 0.000467588 -0.000125991 -0.000285259 -0.000133823 0.00092249 0.00100644 -0.000397394 -0.000868612 -0.000259331 -0.000944223 0.000453155 7.35576e-05 -0.00183789 -0.000481538 7.7309e-05 4.56914e-05 -0.000822785 -0.00105703
internal_weight=334.899 257.537 90.5886 166.948 77.3619 73.3996 22.4627 50.9369 17.4674 15.6714 13.7506 49.0161 19.1773 29.8388 26.4383 24.652 4.92282 13.7142 19.7292 9.86181 7.22787 5.54671 3.00815 9.86738 4.99537 2.16968 164.699 157.121 9.9975 8.96795
internal_count=4633 3478 554 2924 1155 1111 447 664 309 299 222 655 84 571 541 442 97 53 345 271 223 213 106 74 138 83 2902 2769 309 301
is_linear=0
shrinkage=0.00196078


Tree=649
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 0 0 1 0 2 0 0 0 1 2 3 3 2 1 2 0 0 4 1 3 2 0 2 3 3
split_gain=0.831423 4.00648 4.64306 4.32226 1.91074 1.88336 4.26653 1.88497 2.2928 1.75041 1.64079 1.88404 1.29531 1.27612 1.04303 1.85831 1.35932 3.20054 1.59754 1.87386 1.31557 1.10222 2.61729 1.32535 1.79866 1.35772 2.81018 1.56945 1.31212 1.35341
threshold=66.859265246100009 90.321439350550008 91.886121982450007 65.765062787050013 0.20852500000000004 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 0.13747000000000004 89.861713010250014 85.990333302400003 85.931187223550012 61.944763783650011 -0.072755 0.10487000000000003 0.10214000000000002 -0.053874999999999999 62.046925192600007 -0.013285 85.866664228400012 85.705356740550016 42.081757894750005 61.993156030000002 -0.144095 -0.093604999999999994 85.431134011250023 -0.10771499999999999 1.0000000180025095e-35 -0.15148999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 9 6 7 -2 -9 10 11 12 14 -11 21 16 17 -16 19 -19 -21 23 -23 25 -25 26 27 28 29 -1
right_child=5 2 -4 -5 -6 -7 -8 8 -10 13 -12 -13 -14 -15 15 -17 -18 18 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00025917856445549736 0.0020649538195401541 0.0016659106072282066 -0.0011317720441842865 -0.0025434784299812985 0.0013231366659267137 6.1805108851526475e-05 -0.002230410817620774 -0.0029572239288894971 0.0012346530605999166 2.656930796298847e-05 -0.0013332411448561607 0.0003558090109999039 -0.0012486610601259943 -0.0021028312568217764 -0.0033253134944284737 -0.0019349430438488915 0.0010113326054409578 0.0014442174954534719 -0.0023376423950018472 -0.0018599572895044037 0.00071087174030554762 0.0011472003934236456 -0.00044441755964073974 0.00057547265875066127 -0.0015309507729308475 0.00076510342967283816 -0.0028226229905991521 -0.0018423953852812086 0.00092829664694255866 -0.0013610376300139462
leaf_weight=6.4840294942259744 1.8007419444620594 12.655255848541854 2.7820695587433866 2.3113006837666026 5.227672631153836 131.60863322918158 4.3701785604935139 0.92925481928978149 1.0902120782993732 2.0297295474447301 2.8121430836617938 95.119337514974177 3.410918613895773 2.3174105365760624 1.3299491233192364 2.7245618710294357 2.9585197493433943 3.0652910443022825 0.98027152055874456 1.7226318739703952 1.3770543932914732 10.303349249064924 6.4644459187984458 2.3239249843172729 4.7321698577143243 8.5143698779866117 1.4287859573960293 1.5484094540588564 6.1845199761446574 2.854929154389537
leaf_count=133 7 63 40 22 45 2586 76 37 24 22 22 579 42 26 15 30 13 20 36 153 5 34 49 23 180 46 21 16 77 191
internal_value=0.000120267 0.000203452 0.00116172 0.00012045 0.000155451 5.03051e-06 -0.000907262 0.000606372 -0.000694233 0.000119688 0.000151788 0.000177325 -7.08508e-05 -0.00110859 -9.04179e-06 -0.00047972 -0.000132952 -0.000532399 -1.25524e-05 0.000357152 -0.000717851 0.000122039 0.000533588 -8.05013e-05 -0.0008372 0.000117142 -0.000181063 4.00156e-05 0.000227779 -0.000236123
internal_weight=333.462 193.663 15.4373 178.226 175.914 139.799 8.19039 3.82021 2.01947 170.687 166.34 163.527 68.4081 4.34714 64.9972 14.1583 11.4337 8.4752 7.14525 6.16498 3.09969 50.8389 16.7678 34.0711 7.05609 27.015 18.5007 17.0719 15.5235 9.33896
internal_count=4633 1903 103 1800 1778 2730 144 68 61 1733 1685 1663 1084 48 1042 272 242 229 214 178 158 770 83 687 203 484 438 417 401 324
is_linear=0
shrinkage=0.00196078


Tree=650
num_leaves=31
num_cat=0
split_feature=4 0 3 3 2 0 2 1 3 0 0 1 2 3 4 0 0 1 1 1 4 0 3 3 2 2 4 0 3 4
split_gain=0.843969 1.51145 1.13242 2.16543 1.80668 1.30218 2.2001 1.99663 1.57327 1.33205 2.18168 1.41426 2.72317 1.45047 1.07941 0.87647 0.861419 2.01271 1.17996 1.85403 2.23426 1.78558 1.18258 3.72043 3.36843 1.50544 4.18441 1.66719 1.26509 2.57857
threshold=42.081757894750005 103.57284947555002 0.087700000000000014 0.087245000000000031 -0.24150999999999997 86.692020874450009 -0.09715 62.425997789000007 0.092895000000000019 90.321439350550008 91.109157582800023 80.13218303615001 -0.160525 0.088145000000000015 42.027798546600003 101.19356403005001 85.121961326250016 61.546871980350012 63.910026677050006 62.154463517850012 39.476991512000005 87.525442894850016 0.091290000000000024 0.087795000000000026 -0.085550000000000001 -0.06828999999999999 41.243661560350013 86.208098410950015 0.092385000000000023 41.489621506400006
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 -4 -7 -8 -9 -11 12 -12 -14 16 -13 17 -1 19 20 -18 -20 23 25 -25 26 -22 -27 -24 -30
right_child=2 -3 5 -5 -6 7 8 9 -10 10 11 15 13 -15 -16 -17 18 -19 21 -21 22 -23 28 24 -26 27 -28 -29 29 -31
leaf_value=0.00019372431751798919 -0.0021056940873906763 -0.0010475984611653516 0.00028404272588861747 0.0015400503109142562 0.00010776894607069958 0.0007877688872084611 -0.0024401457395318133 -0.0015402001217317462 -0.00072759097386014516 0.0021647716764671256 0.00048988081359861181 0.0022706000607893538 2.0686215579338768e-06 -0.0022549490029747836 0.0010836264728953933 6.9461834840735582e-05 0.0012628499198803645 -0.0016023877358280231 -0.0017192690781282615 0.0010709164831882226 -0.0020077592448639356 0.00013978616429084786 0.0012584870788364376 8.8210665476517626e-05 -0.0030067656788031684 -1.1649893649692117e-05 0.00055865817510682494 0.0015863503496351382 0.00054698688230455728 -0.00092056694857978931
leaf_weight=8.6863282314734516 1.4475976108806197 3.6185030521410217 5.1300241257995358 4.0303522416506885 68.735024153720587 8.2993143424391764 3.1575712356716377 3.1263801499735591 5.9463544711470604 1.4362100064754475 3.8731775050982824 0.97583168745040838 1.4955123402178276 4.0846907845698297 5.5512507539242497 2.4211216149560641 7.900145921856164 3.3137614050647235 2.0245397277176371 13.867474075406788 3.6266284659504908 105.27905585966073 5.52063164114952 2.4810005575418472 2.9709811881184569 5.1435069590806979 7.4809091910719872 4.9026809111237526 21.222311489284042 5.8780469149351111
leaf_count=241 199 634 43 31 1269 36 56 29 82 6 41 3 26 99 30 138 41 173 22 103 51 1009 16 19 29 24 30 29 87 37
internal_value=0.000134736 0.000208657 -8.99422e-07 0.000142377 6.21137e-05 -0.000267082 -0.000742893 -3.68012e-06 -0.00132157 -0.000380899 -0.000127205 -0.000383366 -0.000773298 -0.00165006 0.00023074 0.000701776 0.000207103 -0.000302263 0.000239564 0.000418222 0.000283384 0.000104711 0.000152735 -0.00015406 -0.00159835 0.00021818 -0.000279281 0.000768197 0.000402956 0.000228676
internal_weight=323.627 209.468 114.159 74.213 70.1826 39.9462 14.2339 25.7122 9.10393 17.4129 14.2865 12.8503 9.45338 5.5802 205.849 3.39695 200.298 12.0001 188.298 80.9943 67.1268 107.304 59.2267 26.6057 5.45198 21.1537 11.1075 10.0462 32.621 27.1004
internal_count=4633 2575 2058 1499 1468 559 181 378 138 342 313 307 166 125 1941 141 1911 414 1497 466 363 1031 322 182 48 134 81 53 140 124
is_linear=0
shrinkage=0.00196078


Tree=651
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 2 2 0 3 0 0 1 0 2 0 4 2 3 2 2 2 2 0 2 4 1 3 3 2 4
split_gain=0.332299 0.194786 2.39611 2.91591 2.52284 1.37578 1.58089 1.09275 0.881123 0.91413 2.96997 1.24435 1.7979 0.835939 0.917553 1.44023 2.0051 2.26975 1.24195 2.14591 1.07408 1.46457 1.10724 1.11143 1.40016 0.806004 0.775411 1.40753 2.63461 0.736996
threshold=54.884872733100003 66.859265246100009 90.321439350550008 65.765062787050013 91.886121982450007 0.20852500000000004 0.13747000000000004 89.861713010250014 0.4149000000000001 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 0.11061500000000003 87.261973998100004 41.444941515100005 -0.072755 0.088350000000000026 -0.051199999999999996 -0.036264999999999999 -0.064729999999999996 -0.072755 86.866770652900016 -0.078549999999999995 41.681597818500002 61.944763783650011 -0.093130000000000004 0.093325000000000033 -0.016014999999999998 39.262923716450011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 7 13 9 10 11 -3 -13 14 18 16 17 -16 20 -20 21 22 23 -2 -25 -8 -21 28 -28 -7
right_child=1 8 4 -5 -6 29 25 -9 -10 -11 -12 12 -14 -15 15 -17 -18 -19 19 26 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.054343405157042488 0.00029909253343796501 0.054971896983282892 0.038388573438758948 -0.06583394681633542 -0.02593148708536382 0.052263073587823179 -0.0057623407658920385 -0.034774336496866426 -0.058081975714105082 0.00041441365544263298 -0.056860037071169482 -0.081475207963488033 0.036391136296542011 0.037823813154746297 -0.02619805289916835 -0.0017053764394170509 0.055778548608349514 0.031009286786204064 -0.048914845941886699 0.03193953462052377 0.020718295225601226 -0.034859311832678902 -0.023795694028233332 0.0047576690966394464 0.04806812639181153 -0.057322798131396679 0.010233721490750646 0.0056196689956404108 -0.064913108490429389 0.0055578430460651385
leaf_weight=0.31063604066730377 64.201487172016627 1.3564850576221936 8.7588180489838106 1.8709964491426934 2.1357473235111675 2.1960562583990391 1.4903329989174374 2.3791384678333989 0.75974100871280725 104.17686933933601 3.1032176123699173 0.64996088057523571 0.8293922392767854 1.76099149044603 3.1855156086385232 13.704733055084942 3.7280917465686825 5.0465185940265656 3.8444808484055129 1.4869087238330418 7.4812087002210452 3.3106923140585414 4.6995713589712969 5.9691127026453596 3.243969788774848 1.9983423869125543 2.4703490022802725 7.9545131586492062 2.8056167908944136 1.6783652771264312
leaf_count=137 883 7 63 22 40 23 22 22 44 2543 75 37 24 20 24 91 45 38 33 21 50 24 43 24 82 26 25 58 65 22
internal_value=0.000507212 0.000570723 0.00177076 -1.45718e-05 0.0257794 0.000836861 -2.17427e-05 0.000874738 -0.00113288 -0.00073996 -0.0209888 0.0182646 -0.015394 0.00150349 0.00102306 0.0100375 0.0234932 0.008872 -0.00112971 -0.0136139 0.00147676 -0.00029113 0.00117396 0.00277238 0.0200075 -0.0352966 -0.0043926 -0.00847579 -0.0297273 0.0320308
internal_weight=268.588 268.277 157.402 146.507 10.8946 144.636 140.762 137.273 110.876 110.116 5.93906 2.83584 1.47935 134.894 133.133 25.6649 11.9601 8.23203 107.468 18.5619 88.906 81.4248 78.1141 73.4146 9.21308 3.48868 14.7174 13.2305 5.27597 3.87442
internal_count=4633 4496 1766 1663 103 1641 1596 1548 2730 2686 143 68 61 1526 1506 198 107 62 1308 202 1106 1056 1032 989 106 48 169 148 90 45
is_linear=0
shrinkage=0.0530633


Tree=652
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 0 0 0 1 0 4 2 1 4 2 1 3 2 2 1 1 4 4 0 4 4 3 1 4
split_gain=1.20093 2.98372 2.80056 2.5409 1.76501 1.68745 2.04708 1.29456 3.28696 1.50863 1.83812 1.16292 2.57518 2.41151 2.80669 2.5942 1.76833 1.65536 1.5308 1.80579 1.93779 1.40157 1.35012 2.11806 1.23066 1.50839 1.9009 1.34372 1.15093 1.11232
threshold=66.859265246100009 90.321439350550008 65.765062787050013 91.498984011650009 92.464140480550014 86.09518316945001 86.103248543850015 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 41.873095646600007 -0.105535 61.993156030000002 43.847983878700006 -0.082275000000000001 62.186725015400008 0.08759500000000002 -0.124155 -0.60414999999999985 61.076391807500009 62.116825104000007 41.16018805045001 40.767054867700004 85.121961326250016 39.476991512000005 40.21994457600001 0.096715000000000009 62.079186690200011 41.289992964000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -3 -5 11 -7 8 9 -2 -11 18 16 14 15 -14 -13 -15 19 -1 -21 28 23 24 27 -26 -27 -20 -19 -8
right_child=7 3 -4 4 -6 6 29 -9 -10 10 -12 12 13 17 -16 -17 -18 21 22 20 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0013982732257894713 0.0019728006969522405 0.0015435105019817347 -0.0020485055547475109 0.0011579289784353665 -0.0016503182678657235 0.0020613741000423953 0.000548915127425783 4.3603443379242394e-05 -0.0020014174816516965 -0.002766753596853893 0.0011017741463471874 -8.6172171865920151e-05 9.6472859893239059e-05 -0.0024892556175282478 0.0013160721664833383 -0.0023388654819611466 0.0014297806315131799 -0.0011749967460395329 -0.0017736120407450574 -4.4265731478034723e-05 -0.0023010883935560113 -0.0023935707371022302 0.00083172914281648218 -0.0014917506569937661 0.0013933749765151465 -0.00079320227321652602 0.00089866336740400475 0.00016367790291325188 0.0008379461131391698 0.00012865277853211886
leaf_weight=1.3028739858418692 1.5677850507199758 10.721441481262444 2.082796959206461 1.5129071138799184 1.8243931913748381 2.5553012192249289 42.277773795649409 129.82647871098379 3.8720539573114365 0.80745671567274246 1.0365233629709107 10.008446537365666 4.3687550779432014 3.507534069940446 3.4556229938752949 2.5656313024810613 3.971952266059815 2.2668065521866083 1.9392032949253977 2.9697355526732281 2.6700115596177056 1.5239795881789175 13.352546665584667 2.8326170910149804 5.3374349288642398 4.520322769880293 5.3687466755509377 4.1640831306576729 1.9548511235043404 51.772085991688073
leaf_count=11 7 59 22 10 34 22 247 2586 76 37 24 171 31 73 48 110 83 44 45 127 170 31 73 35 26 25 19 31 18 338
internal_value=0.000136599 0.000235206 0.000167417 0.00108756 -0.000377248 0.000193838 0.000363697 -6.40409e-07 -0.000789241 0.000586473 -0.000592208 -1.63189e-05 -0.000286082 -0.000734895 -9.92637e-05 -0.00080457 0.000344523 -0.00144862 0.000187705 -0.000641489 -0.00111271 -0.000813345 0.000341158 7.00605e-05 0.000277471 0.00056981 0.000125307 -0.000451859 -0.000242898 0.000317571
internal_weight=327.938 190.828 176.769 14.0587 3.3373 174.686 96.6052 137.11 7.28382 3.41177 1.84398 78.0812 33.6236 19.6432 10.39 6.93439 13.9804 9.25317 44.4576 6.94262 5.63975 5.74564 37.515 24.1624 21.3298 15.2265 9.88907 6.10329 4.22166 94.0499
internal_count=4633 1903 1800 103 44 1778 607 2730 144 68 61 1171 609 355 189 141 254 166 562 308 297 93 254 181 146 70 44 76 62 585
is_linear=0
shrinkage=0.00192234


Tree=653
num_leaves=31
num_cat=0
split_feature=2 2 3 3 1 1 0 1 0 0 4 3 3 3 4 1 2 4 2 1 0 1 2 2 1 1 3 1 2 3
split_gain=0.203409 1.80383 0.786439 0.967637 0.428106 1.44558 1.33116 0.414585 0.25675 0.768815 2.52896 2.39912 0.800061 0.847359 0.745806 2.33893 1.88245 2.08649 1.80482 1.74355 0.744797 0.720329 0.827143 1.10987 1.94283 1.46501 1.40517 1.38684 2.06521 1.34259
threshold=-0.58319500000000002 -0.54488499999999995 0.12376500000000003 0.10787500000000003 75.629015667650023 78.27445846800002 101.19356403005001 69.545034918450014 85.990333302400003 85.823648898300021 39.571921479100006 0.091885000000000022 0.25799500000000009 0.11636500000000001 40.250747516500006 61.917879202350001 1.0000000180025095e-35 41.641174900500005 -0.096559999999999993 58.309968391300011 86.135510041400025 64.730006406800015 -0.017745 -0.082654999999999992 62.036171360100006 62.095317438950012 1.0000000180025095e-35 61.917879202350001 -0.088274999999999992 -0.144095
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 7 -6 -7 -1 9 12 -11 -12 13 14 15 -3 17 18 19 -16 -10 22 23 25 -25 26 29 -28 -29 -19
right_child=1 8 -4 -5 5 6 -8 -9 20 10 11 -13 -14 -15 16 -17 -18 21 -20 -21 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-0.0025368902464817994 -0.056973871442178081 -0.00096829291852995126 -0.03321823014049248 0.047313278452397259 -0.066479755409681165 0.039178939144847394 -0.052246140776939856 0.026944613661807001 0.014397151517023395 0.033934101683942293 -0.067141881855261765 -0.0094246398117964359 0.04104346870780122 -0.029804257968774256 0.049153407240151964 -0.070841289435589844 -0.04256243802830547 -0.00059380956235882156 0.043733314353076876 -0.066731292472824277 0.0006613398676748463 0.030642351047642149 0.035550909805502788 -0.065722411100426051 0.02372789889915012 -0.038786942850304471 0.039428139704941662 -0.033037599940164475 0.025285640086179839 -0.056931191592799989
leaf_weight=2.1737216110341233 1.370981685053265 7.9387847270700131 1.0671483486657951 1.6117008822257046 0.8249280175805328 1.3695308789610861 0.56141700154239504 2.6423648208437953 10.41503736656159 2.1601026803255072 2.5614207144826633 6.0625462159514427 1.1793264541774977 2.36560986470431 0.54015226662158944 1.4106475953594779 1.9962489732861275 4.1104897281911725 5.7044407380744842 0.81351616990286857 188.6061445553114 1.825255712145007 1.3715537168609504 1.7444601079914712 0.93115297309122969 2.1501948274672023 3.9447332322597486 2.5549113764427602 3.7402397682890296 1.4240546782675689
leaf_count=17 124 181 21 21 20 12 125 28 71 10 48 42 7 32 4 86 165 74 23 92 3118 32 23 45 13 28 32 49 18 72
internal_value=0.000504167 0.000228578 0.00741141 0.0121326 0.00464436 -0.0110731 0.0125974 0.0136383 0.000535458 -0.00243841 -0.0144486 -0.0265673 0.000392867 -0.000682838 0.000949592 -0.0115108 0.00449578 0.00754033 0.031416 -0.02049 0.00138015 0.000458903 -0.00204852 -0.00455187 -0.0345924 -6.77142e-05 0.00521006 0.0161818 0.00161493 -0.0150896
internal_weight=267.173 256.922 10.2508 9.18366 7.57196 2.75588 1.93095 4.81609 255.551 56.5298 10.7841 8.62397 45.7458 44.5664 42.2008 9.34943 32.8514 30.8552 7.05811 1.35367 199.021 23.797 21.9718 20.6002 2.67561 17.9246 15.7744 10.2399 6.29515 5.53454
internal_count=4633 4389 244 223 202 157 137 45 4265 1076 100 90 976 969 937 267 670 505 119 96 3189 386 354 331 58 273 245 99 67 146
is_linear=0
shrinkage=0.0500028


Tree=654
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 4 1 0 0 1 3 0 0 3 2 0 0 3 0 4 3 0 4 2 2 3 2 4 0 2
split_gain=0.794833 2.59184 1.43057 2.23644 1.20912 1.73405 2.27389 2.565 1.43187 2.01119 1.2939 1.63357 1.55113 1.39979 2.66317 1.53024 4.05561 2.65946 1.47229 1.25101 1.22752 1.4522 1.99546 1.43309 4.12021 1.21376 0.991306 0.947074 1.56658 2.24703
threshold=91.109157582800023 90.321439350550008 67.606656606400023 66.439865777750015 33.96174662340001 38.396531328800009 65.130586668250018 86.474255765850003 86.09518316945001 63.910026677050006 0.08079500000000002 86.135510041400025 86.681267041950008 0.092895000000000019 -0.10040499999999999 87.525442894850016 86.904409066750006 0.087795000000000026 86.538778761000017 41.489621506400006 0.25799500000000009 85.823648898300021 38.983591653800012 -0.036264999999999999 -0.090369999999999992 0.10087500000000002 0.20852500000000004 38.751720283100006 94.047642319350018 -0.011849999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 26 8 -8 20 10 12 -12 -10 14 -13 16 17 -16 25 -20 21 22 -7 24 -23 -15 -6 -4 29 -29
right_child=2 -3 27 -5 5 6 7 -9 9 -11 11 13 -14 18 15 -17 -18 -19 19 -21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.001266057967153384 0.00016671544398253165 0.0010741261499221757 -0.00024814290412108445 -0.0018758962293483679 0.00052389163408460076 -0.0025844800026172008 0.00096585844951661403 -0.0020170757718713066 7.6592224915600387e-05 -0.001161515519805969 0.0011117766076216217 0.00077716954074817603 0.0012451169559998924 0.00067292848792947985 0.00033635596938784375 0.00031288149257020662 -0.0024590505305091977 -0.001472095457374388 0.0012171511740102356 0.00026923286418768517 0.0010113147749024021 4.3758111559342795e-06 7.3601633367276041e-05 0.00033573623686629903 -0.0023774488095714003 -0.00080516440016517273 0.0018554521434005745 0.001099075772946169 4.868936231530005e-05 -0.00081269633269981931
leaf_weight=2.0590943568968205 3.9391604429110876 10.801990800304337 27.67921312422186 3.4176835641264915 18.432643040840052 0.98517356440424819 1.3806304368190456 3.426929148088675 6.205708313733342 3.1375473570078602 6.4098050668835631 7.9176495894789687 10.340326808393 3.0971593037247684 8.370387915521869 6.1856736540794364 3.7267678529024115 4.1537626609206191 8.9260497316718119 10.166965141892431 3.3409663941711178 5.7422214876860371 45.275818570167758 3.5842889733612529 4.3636917453259221 4.8931433875113726 2.1292143538594237 10.772431844845412 89.438114349730313 2.6068390764994538
leaf_count=104 42 70 700 60 203 12 17 72 33 30 41 35 110 14 34 30 38 35 45 49 15 52 786 23 40 36 14 83 1772 38
internal_value=0.00011675 0.000195871 1.05397e-05 -0.000782197 0.000141427 0.000158258 8.99783e-05 -0.00116044 0.000130922 0.000289753 0.000346392 0.000227064 0.000806853 0.000128333 -0.000144127 -0.000469244 -0.000766948 -0.000263435 0.000433699 0.000712388 -7.86981e-05 -0.000139442 1.69952e-05 -0.000668065 -0.00102409 -0.000232234 0.000661777 5.52308e-05 0.000136901 0.000726583
internal_weight=322.907 185.054 137.853 7.35684 174.252 172.193 151.631 4.80756 146.823 83.5309 80.3934 63.8474 16.546 57.4376 30.3542 22.4366 16.2509 12.5242 27.0833 19.093 63.2922 59.9512 46.261 13.6902 10.1059 7.9903 20.5619 130.497 102.817 13.3793
internal_count=4633 1938 2695 102 1868 1764 1547 89 1458 530 500 357 143 316 172 137 107 69 144 94 928 913 798 115 92 50 217 2593 1893 121
is_linear=0
shrinkage=0.00184769


Tree=655
num_leaves=31
num_cat=0
split_feature=0 2 3 2 0 0 1 2 2 4 1 1 0 0 4 4 2 1 0 0 3 1 4 2 4 1 4 4 3 1
split_gain=0.201284 0.269308 0.488785 0.439222 0.269147 0.450818 0.283916 0.41696 0.263173 1.09912 0.26004 0.21825 1.2678 0.756598 1.19588 2.0712 1.60254 1.29521 1.48324 0.757339 2.39624 0.728208 1.1075 1.07536 0.830529 0.550826 0.513678 1.0968 0.508997 0.483856
threshold=113.1679565431 0.63131000000000015 -0.16179999999999997 0.70691500000000018 122.35979489110001 119.82189041595002 93.155074220050025 -0.16262999999999997 0.27394500000000005 39.065416244600009 69.165962322050021 80.538140213850014 99.647700605050019 98.230883170350012 42.455548714850003 40.300545846000013 -0.22573999999999997 72.62331947780001 101.91675926715001 97.491557184450016 0.091290000000000024 81.339300736700025 44.749265482150008 -0.085550000000000001 42.670715716450012 83.75622459600001 41.404176814550006 41.935569238650011 -0.067414999999999989 86.751166953300014
decision_type=2 2 2 2 2 2 2 2 2 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 -2 11 10 -10 13 -13 19 15 17 -16 -15 -19 -1 -21 -14 23 24 25 -23 -17 -28 -27 -25
right_child=4 2 3 -5 -6 -7 -8 -9 9 -11 -12 12 21 14 16 26 -18 18 -20 20 -22 22 -24 29 -26 28 27 -29 -30 -31
leaf_value=0.00052196171212828574 0.0039541794561378744 0.061990978462195374 0.037639596648256654 -0.036281087963326353 -0.061953709223746482 0.044672701421584186 0.033797190827172918 -0.066888068114876242 0.02804281929659394 -0.068854820144352485 -0.010368060529446051 -0.087835425057533251 0.023969098615197863 0.027698742068221073 0.011405450114492571 0.026382016640835119 -0.068447687223989057 -0.071372194172088066 0.0073165669367518645 0.040185105682612986 -0.019465822472875361 0.029269679361806893 0.022539279686893267 -0.064863810824738161 -0.061488725892371789 0.027157161002998798 -0.043885256722770605 0.025498595966569587 -0.062752085508206074 -0.0011650580351211693
leaf_weight=211.67716568606556 0.52751308341976244 0.71948559209704388 0.55187202544766367 0.59815287194214761 0.39401698444544297 0.4487738506786626 0.25250566143949971 0.67803320147959256 1.0425631469115613 0.99591729673556972 1.5881767836108336 0.48942836700007575 7.4440653687343028 0.9990649269893791 1.3794417929602789 5.2437452049925906 2.5685805899556717 2.8994804545654915 1.2134016947602502 6.2480998327955586 3.9096236554905772 2.3950266403844624 4.4013390367617831 1.7270880230644201 0.61432697952841397 0.38718855858315193 1.4011872066184881 1.9400565186515448 0.53629552798519886 0.56519699959244452
leaf_count=2764 34 8 29 21 179 59 111 80 10 52 56 16 67 6 38 47 121 110 51 38 47 54 122 106 80 14 24 22 133 134
internal_value=0.000606498 0.000760142 0.0233602 -0.000808153 -0.0169917 -0.00770103 -0.0238211 -0.0358895 0.000598673 -0.0153871 0.00485418 0.000823346 0.00706608 0.000339527 -0.0115701 -0.00321778 -0.0405469 -0.033332 -0.0481571 0.00128683 0.017226 0.00963643 -0.000403919 -0.0166254 0.00233642 0.0141518 0.0147138 -0.00359828 -0.0250559 -0.0491579
internal_weight=265.837 263.536 1.86951 1.15002 2.30084 1.90683 1.45805 1.20555 261.666 3.62666 2.63074 258.04 18.56 239.48 17.645 13.6969 3.94802 5.11195 4.11288 221.835 10.1577 18.0705 10.6265 6.22512 3.93284 3.31851 8.58499 3.34124 0.923484 2.29229
internal_count=4633 4170 58 50 463 284 225 114 4112 118 66 3994 726 3268 419 260 159 167 161 2849 85 710 643 521 281 201 93 46 147 240
is_linear=0
shrinkage=0.0597579


Tree=656
num_leaves=31
num_cat=0
split_feature=1 2 2 4 2 2 2 4 1 4 3 0 0 4 2 2 1 0 4 1 4 1 3 1 0 4 0 2 4 1
split_gain=0.308844 0.198866 0.447485 1.27026 0.517639 0.564453 0.850565 0.956714 0.516573 0.814201 0.497089 0.264183 1.87441 0.873647 1.21863 1.28286 0.96806 2.14059 0.762939 0.729745 0.725843 1.87383 1.16885 1.03617 0.797565 2.73909 1.20179 1.00267 0.71608 0.698533
threshold=54.884872733100003 -0.69416999999999995 -0.63026499999999996 40.574766824850009 -0.59238000000000002 -0.51760499999999998 -0.58319500000000002 49.960114208400007 78.27445846800002 42.844429421150004 0.085715000000000027 91.109157582800023 90.321439350550008 33.96174662340001 0.20852500000000004 0.13747000000000004 66.52858489605002 89.861713010250014 41.873095646600007 61.944763783650011 36.558960102350007 65.130586668250018 0.085855000000000029 61.740440965750004 87.261973998100004 41.444941515100005 86.904409066750006 -0.10771499999999999 39.262923716450011 67.606656606400023
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 6 10 -8 9 -4 -6 12 13 -7 15 16 17 20 -14 -17 22 24 23 -15 26 27 -22 -26 -16 -13
right_child=1 2 4 -5 5 11 7 -9 -10 -11 -12 29 18 14 28 19 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.061247956390310158 0.029257538666607588 0.0089565761732502604 -0.015769640612394005 -0.089679444083306567 0.041526996379632287 -0.044343929522254646 -0.06661549650893818 0.065153097835108503 0.048485582278514301 0.041539629695420119 -0.02191287173329913 -0.021951013028595069 0.012748609950925907 0.035660165921122568 0.059660780365678928 -0.0044661768087411987 0.037391391596037778 -0.047771563727803439 0.050092844654650019 -0.060099226483585136 0.0010747066901229437 -0.053967523651272289 0.039668880409550279 -0.077753378440879137 0.01503497219675691 -0.0022811603843180669 -0.029628289189050798 0.063693169622900142 0.0061644974583864847 -0.00045656422243169585
leaf_weight=0.28854855921963363 0.86246691236738016 1.2559018829633704 2.2061774013709505 0.74153047497384239 0.80214629661350068 1.520196949946693 1.6573555320428557 0.22327329218387593 1.5351000223954541 1.4785605797078458 0.97982312969361374 5.7226047159638247 4.0517433527857056 0.508933039382099 1.9773211218416684 1.4938861123519012 2.5916884923353782 3.1992921084165564 3.7725833607255481 1.9293965159449724 96.271707510313718 2.1909191804006687 3.8867034381255507 0.66166922706179321 2.4568013101816177 13.900734565220771 4.7785537540912619 3.933706201612952 1.6301748062251133 95.523442654264727
leaf_count=137 19 39 37 14 30 102 164 1 68 15 22 99 32 18 19 22 56 30 36 27 1012 24 36 37 20 91 38 46 24 2318
internal_value=0.000542015 0.000609616 0.000515627 -0.0276612 0.00073136 0.000351015 -0.0229396 -0.0509716 0.0193605 0.00722663 0.00664433 0.000689521 0.00227514 0.000716124 0.00120053 0.000302971 0.00122322 0.000511962 0.0307545 -0.0358215 0.00171325 0.000804836 0.0239026 -0.0284455 0.0017938 0.0126054 -0.000377204 0.0449867 0.0354866 -0.00167147
internal_weight=264.033 263.744 262.882 1.99743 260.884 255.665 3.6626 1.88063 5.21984 3.68474 1.78197 252.002 150.756 142.932 141.411 137.804 134.381 131.789 7.82433 3.42328 128.59 123.532 5.05731 1.1706 121.342 20.2912 101.05 6.39051 3.6075 101.246
internal_count=4633 4496 4477 53 4424 4304 217 165 120 52 52 4087 1670 1602 1500 1457 1408 1352 68 49 1322 1231 91 55 1207 157 1050 66 43 2417
is_linear=0
shrinkage=0.0597579


Tree=657
num_leaves=31
num_cat=0
split_feature=0 2 1 0 1 0 2 2 0 0 1 0 0 4 1 4 3 3 1 2 2 2 4 2 1 1 0 2 1 3
split_gain=0.183172 0.540544 0.199274 1.95329 2.34462 2.00817 1.04703 1.05288 0.876818 2.38842 1.134 1.49297 0.668343 0.632484 0.626772 0.592835 0.549571 0.718167 0.612073 0.558022 1.29683 2.02265 1.40867 1.25178 1.01838 1.01523 1.17816 1.21097 0.954933 0.912549
threshold=71.096275259750016 0.11061500000000003 66.859265246100009 90.321439350550008 65.765062787050013 91.886121982450007 0.20852500000000004 0.13747000000000004 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 89.861713010250014 41.600558339100012 61.944763783650011 39.262923716450011 0.25799500000000009 0.18642000000000006 78.196493182200015 -0.059424999999999999 -0.087660000000000002 -0.088274999999999992 38.804629908750009 -0.016014999999999998 71.053259929650025 70.816675614150014 97.789976036950009 -0.07490999999999999 80.677940036650014 0.089850000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 13 7 12 9 10 -4 -12 -2 -5 -9 -8 17 19 -18 20 21 -10 -22 24 -21 -24 -27 29 -26 -28
right_child=2 -3 8 5 -6 -7 15 14 16 -11 11 -13 -14 -15 -16 -17 18 -19 -20 23 22 -23 25 -25 28 26 27 -29 -30 -31
leaf_value=-0.070722095432123877 0.0017339619963537556 0.052362027724434684 0.064773416920154522 0.026865465180367143 -0.07454752507932956 -0.02692533958974002 0.061268821445771116 -0.0043373674856271548 -0.0012271823169520103 -0.066901688129293535 -0.096282849919780242 0.037691671835404762 -0.032599497396309518 0.063064965589999286 -0.060491867725171532 0.0074348441324242507 -0.073436923482903246 0.056621380305955017 0.016583390876716595 0.043502529115595663 -0.062150128307140833 0.07243770452724177 -0.054067555510693928 -0.0026019769314739173 -0.0022385850854478584 0.022234631024813305 0.0099286359605332084 -0.080129688059218551 0.047377074043534889 -0.048991660221321481
leaf_weight=0.48144355908152547 131.57489473740861 0.21638158336281776 1.1935399621725076 4.241507310420273 1.7353756558150042 2.0969130308367303 1.8479714808054262 1.4983015446923666 40.679060483515052 2.9096013226080686 0.61800357096944913 0.79661087860586122 2.4157866816967717 3.8548293001949787 1.8690643506124613 1.5942532864864913 0.87334113125689217 0.94189482408364611 0.49521403287326393 5.2476114612072697 2.7606144831934278 1.6216966670472164 1.9582629799842823 28.177079281715123 7.7278297243174148 4.4210120686329883 3.6604507733718465 1.1874161198502431 2.0545390036713798 1.5721913589513858
leaf_count=186 1476 2 7 32 22 40 23 22 1351 76 37 24 22 31 26 21 33 29 18 32 101 10 37 626 60 33 85 47 96 28
internal_value=0.000539703 -0.0325562 0.000627979 0.00213537 0.000179174 0.0294896 0.00110019 0.000217174 -0.00148617 -0.0266096 0.0183394 -0.0208379 0.00111495 0.0441008 -0.0355061 0.0363358 -0.000145226 0.00040104 -0.0408629 -0.000122902 -0.00427628 0.00159693 -0.020243 0.00543909 0.0205139 -0.0112043 -0.00346171 -0.0211569 0.00818193 -0.00777446
internal_weight=262.323 0.697825 261.625 152.729 142.536 10.1932 140.8 137.358 108.896 5.51776 2.60815 1.41461 133.991 8.09634 3.36737 3.44222 103.378 102.01 1.36856 101.068 57.8607 42.3008 15.5599 43.2071 15.03 12.7993 10.8411 6.42006 9.78237 5.23264
internal_count=4633 188 4445 1715 1612 103 1590 1546 2730 144 68 61 1498 63 48 44 2586 2535 51 2506 1692 1361 331 814 188 230 193 160 156 113
is_linear=0
shrinkage=0.0646839


Tree=658
num_leaves=31
num_cat=0
split_feature=1 2 0 3 2 2 4 4 3 1 1 0 0 4 3 3 3 4 1 2 4 2 1 0 4 0 1 0 4 1
split_gain=0.208347 0.382275 0.366893 0.467636 0.183716 1.46976 0.517912 1.16136 0.933499 0.85518 0.376245 0.251811 0.67277 2.23667 1.30372 0.677125 0.703472 0.653988 2.04873 1.63705 1.81658 1.52408 1.55794 0.687932 1.02947 1.72285 1.13368 1.65514 0.852809 0.643124
threshold=89.89935142405001 -0.088880000000000001 122.35979489110001 0.080375000000000016 -0.58319500000000002 -0.54488499999999995 39.852039223600009 40.099856909850011 0.098950000000000024 75.629015667650023 78.290589216800015 85.990333302400003 85.823648898300021 40.518963363600001 0.10646500000000002 0.25799500000000009 0.11636500000000001 40.250747516500006 61.917879202350001 1.0000000180025095e-35 41.641174900500005 -0.096559999999999993 58.309968391300011 85.799452775150016 42.783136484500005 85.398872513700013 62.025417527550012 85.431134011250023 45.044778924400006 61.928633034850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 6 -6 10 -8 9 -9 -1 12 15 -14 -15 16 17 18 -7 20 21 22 -19 24 26 -26 27 -22 29 -27
right_child=1 2 -4 -5 5 11 7 8 -10 -11 -12 -13 13 14 -16 -17 -18 19 -20 -21 23 -23 -24 -25 25 28 -28 -29 -30 -31
leaf_value=-0.037876587405346905 -0.063055227221400473 0.039278566996245115 -0.06309405071898419 -0.061389113119821419 -0.068468586154286346 -0.0018892908839762232 0.068305933977864788 0.004887306534054457 0.030199832641610351 -0.061004338971081887 0.017533158533910707 0.001642227094709598 0.010020283390187864 -0.066264746928190857 0.0021884412034159375 0.047110551070449758 -0.03320614802835968 0.059467801548985774 -0.085496138377523775 -0.050268197547688236 0.036818851233411616 0.050612627190956404 -0.079529537340387549 0.038132615374489046 0.0035229800807130614 -0.014261970137901765 0.04443315130251102 -0.028175174437140658 0.0045698234880576999 -0.07325882935607779
leaf_weight=1.3098944364028269 0.5410938629611336 0.74430818691325729 0.28043340860676835 0.22275098275349592 1.1497198851211567 7.8759575279254914 1.3134962916374204 2.2001667967997496 2.942890070611611 1.0964962279540484 0.69785024966404297 193.05791350589061 5.4706559861078841 3.5528172855265439 1.4578451439738271 1.1165827270597208 2.3759823134168974 0.49842203967273213 1.2636162892740683 1.8692384911046236 2.4494324174884294 5.4073172826319995 0.75101048301439732 1.6702297590672959 7.8692276787041902 0.93103487417101893 2.9236747336108238 3.5883028954267502 1.0591814592480657 2.6134877549484372
leaf_count=38 293 46 100 173 113 181 5 21 31 56 32 2649 28 59 13 7 32 4 86 165 33 23 92 10 181 13 35 42 8 64
internal_value=0.000463533 -0.0202683 -0.00170967 0.0160909 0.000606972 0.000288539 0.00889857 0.0162128 0.00524663 -0.0170288 -0.0186173 0.00060755 -0.0030413 -0.0169271 -0.0463484 0.000246836 -0.000965954 0.000912924 -0.0134486 0.00506265 0.00853785 0.0365931 -0.0240809 0.000454737 -0.00248124 -0.013804 0.0132783 -0.00180792 -0.0434214 -0.0577622
internal_weight=260.301 1.78859 1.24749 0.967059 258.512 248.952 9.56079 7.55305 6.23955 3.29666 2.00774 247.802 54.744 10.4813 5.01066 44.2627 43.1461 40.7701 9.13957 31.6306 29.7613 6.65675 1.24943 23.1046 21.4343 12.4729 8.96141 6.03774 4.6037 3.54452
internal_count=4633 612 319 219 4021 3838 183 113 108 77 70 3725 1076 100 72 976 969 937 267 670 505 119 96 386 376 266 110 75 85 77
is_linear=0
shrinkage=0.0609531


Tree=659
num_leaves=31
num_cat=0
split_feature=0 1 1 4 4 4 1 0 1 3 0 0 0 3 0 0 4 0 4 4 2 2 0 4 4 1 4 0 4 2
split_gain=1.11559 1.45431 1.42829 1.70572 1.52684 2.59474 1.45304 1.15928 1.22257 1.73281 1.19194 1.88721 1.35262 1.187 2.73838 2.19262 2.87533 1.44519 1.4154 2.49783 2.93099 3.18443 1.85685 1.33132 1.8414 1.00415 1.34178 1.00649 1.00118 2.01824
threshold=93.972365491700018 71.830224329350003 71.053259929650025 36.558960102350007 43.61821939175001 43.663128814500006 70.816675614150014 93.843319501450011 69.873026810350026 -0.10696499999999999 86.09518316945001 86.036037090600004 86.135510041400025 0.085910000000000028 86.345209775600011 90.767723400200012 40.371455563000005 90.321439350550008 41.243661560350013 43.182896969600009 -0.06828999999999999 -0.083330000000000001 87.727077254650013 43.321682097200004 42.982930821650008 64.630533455950015 36.772607578000013 87.261973998100004 41.873095646600007 -0.105535
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 6 -4 -5 -6 -2 8 10 -10 11 28 -12 23 -15 17 -17 18 25 20 21 -20 -22 24 -14 27 -27 -16 -1 -30
right_child=1 -3 3 4 5 -7 -8 -9 9 -11 12 -13 13 14 15 16 -18 -19 19 -21 22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.00027350631840846178 -0.0004883117452795095 9.8644129861054892e-05 0.0012251041469977244 -0.0022938893984103211 0.002802547526521064 -0.00157393647762444 0.00080108874127589194 0.0012016037952313069 0.00078232105834547254 -0.0015259572435361807 0.0012137073713653242 -0.0022195378226509432 0.00049277998575283162 -0.0011167269715958593 0.00061104726422188534 6.337729732264422e-05 -0.0024529652034985905 0.0015306568084373739 -0.0003220792447545026 0.0011136094478183636 0.0012814401166360207 -0.0026044693420873193 -0.00047532180577103438 -0.00039197476628203496 0.0017194708227878457 0.0009487808680352269 -0.00075195327944306686 0.0016944720719784918 0.00037209746959054239 -0.00064151952046074276
leaf_weight=41.311958987091202 11.885484365280723 87.842840460802108 1.0033250721171487 3.9168986233416945 0.72225229442119632 1.8676807451993225 4.6845462587662032 4.5674715953646219 1.9323907354846594 3.5426167555560815 6.5427812710404387 1.4058831352740515 37.971482873894274 6.1626752316951743 10.125913247466089 5.947500975802539 2.4712854595854878 4.0295161530375472 8.1093320194631797 6.0627798773348323 5.17787759751082 3.3093484342098227 4.1810253709554672 5.3498923014849415 5.37014216184616 3.4540476016700259 3.6874931305646896 4.8879728987812987 13.515987823979229 17.11691083623737
leaf_count=556 193 1981 13 105 2 109 33 35 23 98 41 12 303 47 43 41 35 23 39 22 26 42 25 64 25 20 28 39 257 353
internal_value=0.00013923 -1.83798e-05 -0.000445275 -0.0011546 -0.00152154 -0.00035347 -0.000123783 0.000224764 0.00020264 -0.000711256 0.000228144 3.03624e-05 0.000346243 0.00029744 0.000129328 0.000254304 -0.00067528 0.000401893 0.000309061 6.27534e-06 -0.000316838 -0.000983559 0.000496619 0.00053086 0.00064477 0.000675873 7.06167e-05 0.000963771 7.4328e-05 -0.000194287
internal_weight=318.157 111.923 24.0802 7.51016 6.50683 2.58993 16.57 206.234 201.667 5.47501 196.192 73.3507 122.841 116.298 67.6068 61.4441 8.41879 53.0253 48.9958 26.8404 20.7776 11.4187 9.3589 48.6915 43.3416 22.1554 7.14154 15.0139 71.9449 30.6329
internal_count=4633 2436 455 229 216 111 226 2197 2162 121 2041 1178 863 822 430 383 76 307 284 154 132 81 51 392 328 130 48 82 1166 610
is_linear=0
shrinkage=0.00196078


Tree=660
num_leaves=31
num_cat=0
split_feature=0 3 0 2 2 4 1 4 2 4 3 2 4 0 0 2 3 3 2 3 0 2 4 0 3 3 0 0 2 4
split_gain=0.190424 0.502292 0.374578 0.288981 0.395775 0.696512 0.261769 0.255072 0.942672 0.547582 0.467619 0.429588 0.402413 0.815714 0.687942 0.675318 0.638753 1.27717 1.02943 1.02577 0.781774 0.56009 0.850845 0.528267 0.895662 1.0313 0.46691 0.708097 0.484103 0.456944
threshold=111.47691637905002 0.078655000000000017 110.27248713660002 -1.0000000180025095e-35 -0.088274999999999992 46.095286511800005 89.541786492700012 49.064150740050003 -0.15962499999999999 48.823707093150006 0.07771500000000002 -0.23353499999999996 44.461493122800007 105.7585659356 71.144667506050013 -0.0309 0.080375000000000016 -0.225495 -0.23381499999999997 0.082855000000000026 95.44832900530001 -0.098419999999999994 48.109449608500007 102.75018128760001 0.090850000000000028 0.089835000000000012 105.7585659356 104.86330937810001 -0.077679999999999985 43.182896969600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 4 5 -2 -4 9 10 12 11 -9 23 14 -14 16 17 18 20 21 -16 22 -18 29 25 26 27 28 -25 -1
right_child=1 -3 6 -5 -6 -7 -8 8 -10 -11 -12 -13 13 -15 15 -17 19 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00050954740443150451 0.022097256744629399 -0.064031657441343648 0.0004515670441443506 -0.064189569822631479 0.043793866851756874 -0.069420168445161717 0.053406206250730281 -0.03926456544130727 -0.063430189119673255 0.024359494643819053 0.028641411932830655 0.011668257728898014 0.046816934537358884 0.026058866103853221 -0.07185235837844399 -0.065818368437997266 -0.069297122801693992 -0.069290608249910665 0.055184769048108505 -0.023222027627125236 0.02528311267535031 0.064148044331812121 0.068949403806235293 -0.053278886416057089 -0.065194901410311118 0.052546963929662127 -0.062909403613966922 0.050822893456773939 0.0070648748155573808 0.0095428685448246744
leaf_weight=206.08464486112643 0.79000047947101848 0.61362927847858362 0.58718107891036087 0.24481694536734666 0.67710208683274697 0.50741608522366732 0.84724023375019897 1.3030391342472287 1.0843643231492013 3.6020348528400055 1.4243799680843947 1.1655929861590268 0.58394694844900996 1.9090519994497288 0.77981283189728878 1.1190291456587154 0.36656483262777317 1.895964760311468 0.78086320031434331 2.6636839343700558 0.50860959617421031 1.0753285624086855 0.30139139294624329 1.0759811608368182 1.1650471399625528 0.91255772349541064 0.75051668900414359 0.58274127175536694 0.91307705397775829 23.140718181770353
leaf_count=2485 121 337 26 67 13 33 36 39 192 39 18 16 21 28 45 77 59 80 7 100 9 6 1 54 137 14 159 13 35 366
internal_value=0.000495006 -0.0152213 0.000668505 -0.00172567 0.00601911 -0.013695 0.0317292 0.000493912 -0.0131692 0.000765708 0.000830572 -0.015216 0.000421091 -0.0104734 -0.0173956 -0.0213463 -0.0154021 -0.0331512 -3.88549e-05 0.000567953 -0.0335078 0.0369183 -0.00691831 0.000977565 -0.0178664 -0.00484598 -0.0206104 -0.00826647 -0.0255781 0.00142148
internal_weight=259.456 2.83296 256.623 2.21934 1.97452 1.29742 1.43442 255.189 4.97738 250.212 3.89301 2.46863 246.61 11.9842 10.0752 9.49125 8.37222 3.96525 2.06929 4.40697 1.28842 1.74328 0.667956 234.625 5.39992 4.23487 3.32232 2.5718 1.98906 229.225
internal_count=4633 571 4062 234 167 154 62 4000 265 3735 73 55 3696 433 405 384 307 141 61 166 54 66 60 3263 412 275 261 102 89 2851
is_linear=0
shrinkage=0.0609531


Tree=661
num_leaves=31
num_cat=0
split_feature=3 3 2 4 3 0 3 2 4 4 4 2 4 4 2 4 0 3 4 0 1 0 2 1 0 3 2 3 4 2
split_gain=0.181739 1.26149 1.1519 0.979694 2.10834 1.2929 1.14297 1.21572 0.89454 1.24998 1.7446 1.12258 1.14846 1.004 2.25849 1.86354 1.42392 0.92574 1.33827 2.27514 0.892661 0.899886 2.6785 1.95893 1.00194 0.860277 0.828516 1.47417 0.820144 1.06582
threshold=0.091510000000000022 0.09117500000000002 -0.05953 41.243661560350013 0.10249000000000003 89.711159354950013 0.098510000000000028 -0.059424999999999999 39.788107623550012 40.00488309970001 40.165165956550005 -0.24150999999999997 40.467253020850002 36.859113051050009 -0.094409999999999994 37.041406607950009 95.117648655250022 0.084065000000000015 38.110427674550003 90.321439350550008 61.821094709650005 90.767723400200012 -0.13006999999999999 80.13218303615001 88.350799540950007 0.08759500000000002 -1.0000000180025095e-35 -0.097064999999999999 43.663128814500006 -0.094409999999999994
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -7 -8 13 -10 -11 -12 -13 14 -1 -15 -16 26 25 -20 -5 24 -23 -24 28 -19 -17 -28 29 -22
right_child=3 2 -4 20 -6 6 7 -9 9 10 11 12 -14 15 16 17 -18 18 19 -21 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.029763669214409809 0.03181571795444639 -0.011228661604708968 -0.080480914143190141 -0.04602566176002202 -0.004223393221152799 0.014498627829440254 -0.073228976960484596 0.0029907187701500022 0.035408787767768277 -0.050751010761199852 -0.035350678643502553 0.030677723368089261 0.0019595056681130096 -0.087237807846015744 0.0373449354225215 0.0036702805510213628 -0.039257938188781864 0.047740353676250992 -0.10671420241794251 -0.020810544364907896 -0.040448280839458173 0.015365163155279003 -0.071737471436260664 0.013643810010801068 0.031483230169570997 -0.022998849373368463 0.0073161018061926372 -0.092316054511060328 0.028882184889603851 -0.0008574628029283265
leaf_weight=3.9605879026166786 13.634090087711231 2.5271333430646341 1.298376151244155 1.798510389169677 29.76618019565376 14.462862733688782 1.1774211522679254 2.0456156505533718 3.978908690653042 2.2509833829462869 2.746707708505709 5.2215793081413713 104.32568684258877 1.2215662348025969 6.1259856165852398 12.229489962577647 1.0093028533192407 1.1211672637728027 1.5006003393791614 4.1341093931696378 2.7725398838520077 4.2899248969115433 3.6331888216081989 1.3039938092260852 3.6598501722328356 1.3569280389492631 1.2048481251404157 0.94727092031098337 2.7374267168343058 19.551582359243191
leaf_count=278 99 26 46 30 351 209 42 29 46 42 300 59 2041 24 48 182 99 20 18 85 38 80 116 37 27 24 29 25 18 165
internal_value=0.000433032 -0.000837378 -0.0347328 0.00241313 0.00716451 0.0179874 0.0073272 -0.0248534 8.26585e-06 0.00248189 0.00133812 0.00238227 0.00332836 -0.00841369 0.00642309 -0.0153553 0.0265093 -0.0114517 -0.0275923 -0.0436879 -0.00488915 -0.00293955 -0.0191749 -0.0491868 0.00227627 0.00900576 -0.0023466 -0.0365377 -0.00198896 -0.00577444
internal_weight=257.994 157.161 3.82551 100.833 61.0862 31.32 17.6859 3.22304 153.336 118.524 114.545 112.294 109.547 34.8119 11.0959 23.716 7.13529 22.4944 8.11281 5.63471 39.747 37.9485 9.22711 4.93718 28.7214 2.4781 14.3816 2.15212 25.0615 22.3241
internal_count=4633 3392 72 1241 730 379 280 71 3320 2488 2442 2400 2100 832 425 407 147 383 147 103 511 481 233 153 248 44 236 54 221 203
is_linear=0
shrinkage=0.0597579


Tree=662
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 3 3 4 3 4 3 1 3 1 0 0 3 0 1 1 2 0 0 0 3 2 3 0 2 2
split_gain=0.808015 1.38666 1.33737 1.19841 1.11866 1.52144 1.06273 1.03701 1.65783 1.38606 1.5409 1.08478 1.5278 2.63072 1.01277 3.23466 0.903253 0.895456 1.52649 2.10887 1.43252 0.870389 2.07701 1.22361 1.18884 2.02222 2.90686 2.59633 2.25189 2.11642
threshold=93.972365491700018 96.631250582750013 97.789976036950009 93.843319501450011 69.873026810350026 -0.10696499999999999 0.096915000000000015 38.238138001450004 0.084565000000000015 38.396531328800009 0.10336500000000003 71.830224329350003 -0.20885999999999996 72.209296925700016 93.308316333500017 92.773313165550022 -0.24748499999999998 95.746747857800017 71.053259929650025 70.74946416085001 -0.14704500000000001 86.09518316945001 86.036037090600004 86.135510041400025 0.08079500000000002 -0.083834999999999993 0.096480000000000024 86.780739992750014 -0.079369999999999996 -0.08158
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 -3 4 14 -6 -7 8 -2 -9 11 17 -13 -14 15 21 -4 18 19 20 -11 22 -1 -23 -25 -26 27 28 -27 -29
right_child=1 2 16 -5 5 6 -8 9 -10 10 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22 23 -24 24 25 26 -28 29 -30 -31
leaf_value=8.1046320643006378e-05 -0.0002664600045660448 0.00048570449009643874 -0.0013005423933945557 0.0011956719246163431 0.00075386803892062897 -0.0023236490103250361 -0.00018787682427164794 0.0024708602732051977 -0.0024514502598531316 0.00027793285403339505 0.0013851510858334524 0.0016596215319677912 0.0010378599814012963 -0.001630442702969935 0.0010995370684363679 -0.0021587679803204574 -2.1824342749697131e-06 0.00026872161421611772 -0.0021841139943325626 0.0010122075981492484 -0.0022225437871886068 0.0011572957164798965 -0.0023178252637870199 0.00063013443846116405 0.00046728013734406574 0.0010094219013027886 0.00038440121911221408 -0.0029970019436956251 -0.00083575138051459415 -0.00085352918862421153
leaf_weight=68.67826572508784 3.2982705479953465 25.856144329532981 2.137820167496101 4.5189357937779269 1.8522834936156867 2.1298347678093701 1.5458363324869422 0.72165856696665542 2.2429539121221751 1.3264108835719528 1.914773411117493 1.8653190736658869 2.6650559455156317 3.0421506653074175 4.688888835720717 2.2522267536260179 56.631616134443902 2.2812724858522406 3.2649830188602209 2.2019879296422005 2.6224689739756339 6.1915619969367972 1.4162814337760199 25.772691839374602 40.225760227069259 5.2681820094585419 21.186005063354969 2.1190325468778601 4.9157124906778353 10.784113242756574
leaf_count=1166 33 164 140 35 23 80 18 4 49 22 14 18 10 107 31 23 1606 19 157 14 79 41 12 235 222 18 132 22 32 107
internal_value=0.000123576 -1.01267e-05 0.000114085 0.000197193 0.000174522 -0.000695201 -0.00142543 -0.000393097 -0.00115089 -0.00020141 -0.000292442 -0.00045914 0.000119065 -0.000384443 0.000199369 0.000177014 -4.94121e-05 -0.000833461 -0.0011005 -0.000525297 -0.00138264 0.000205213 3.25764e-05 0.000309116 0.000261492 0.000149053 -0.000140082 -0.000621379 0.000118766 -0.00120554
internal_weight=315.618 112.073 84.6256 203.546 199.027 5.52795 3.67567 27.4473 5.54122 21.9061 21.1844 19.2696 7.57253 5.70721 193.499 188.81 58.7694 11.6971 9.41585 6.15087 3.94888 186.558 70.0945 116.463 110.271 84.4988 44.273 23.087 10.1839 12.9031
internal_count=4633 2436 1910 2197 2162 121 98 526 82 444 440 426 135 117 2041 2010 1746 291 272 115 101 1987 1178 809 768 533 311 179 50 129
is_linear=0
shrinkage=0.00196078


Tree=663
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 0 0 1 2 0 2 2 1 2 4 3 3 1 1 1 2 2 3 1 3 0 3 3 2
split_gain=0.756545 1.76389 2.34579 2.25335 1.04561 0.961403 1.0851 1.32564 1.01224 0.906105 2.94004 2.26838 1.23112 1.36287 1.33177 2.80372 1.1299 2.29884 2.56636 1.62009 1.49145 4.06565 2.28414 1.77989 1.59009 1.47887 1.22304 1.05413 1.24024 1.03229
threshold=66.859265246100009 90.321439350550008 91.886121982450007 65.765062787050013 0.20852500000000004 0.13747000000000004 86.09518316945001 86.135510041400025 61.944763783650011 -0.060989999999999996 92.168410086200012 -0.068964999999999985 -0.016014999999999998 70.940344688150006 0.048475000000000011 36.859113051050009 -0.21029499999999998 0.083555000000000032 83.602982482550019 83.602982482550019 75.28220456885002 -0.095854999999999996 -0.079369999999999996 0.08674500000000003 71.322105742700003 -0.22831499999999999 90.60910437050002 0.09117500000000002 0.097645000000000023 -0.075639999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -8 -7 11 -11 16 13 -12 15 -14 25 18 26 20 21 23 -23 -19 27 -2 -18 -25 -29 -28
right_child=9 2 -4 -5 -6 8 7 -9 -10 10 12 -13 14 -15 -16 -17 17 19 -20 -21 -22 22 -24 24 -26 -27 29 28 -30 -31
leaf_value=-1.277586206079157e-05 2.4660864292480698e-05 0.0013581495636484405 -0.00076403425213227754 -0.0019809028102280163 0.0011016974770465212 0.00022032712302831023 0.0011874679837790764 0.00024806799079184411 -0.0017264386906825663 -0.0021109767632897774 0.0014015003743302384 -0.0026116840232218506 0.0016800595710514702 0.00030121968914243857 0.00021181178471023018 -0.0017847905118565622 0.0014742238940904334 0.0015196576446155116 0.0003434992918842836 -0.0020328771433956454 0.0004866564079840719 -0.0021308866871755827 -0.00016335994859548075 -0.00056932652663116868 -0.0011824844869576241 0.0016455763437921308 -0.0016307615426310433 0.001403327420545787 -0.00020500482970353014 0.00056616508079905764
leaf_weight=67.190712467679987 6.7403070598957129 9.3264745026826841 2.4253201796673229 1.8146334858611215 4.3614755334565407 1.9046642349567258 5.9508112519979468 82.660791461355984 2.0485715735703707 1.973050367028917 6.3592810034751919 1.3366438352677494 1.1578088717942581 12.02988374410779 30.803091801644769 3.3897109464160167 0.55415273629478434 3.6818391869310316 5.0069370647142923 1.3605882390147588 20.279962022410473 4.9692234070971608 3.8851796156377549 3.0928358189994452 3.1574467575410372 3.008409563037274 9.8543449054122885 4.4768620589748025 2.9322911873459816 0.85928643494844337
leaf_count=1110 168 63 40 22 45 22 36 539 26 81 33 42 11 186 519 128 12 18 288 238 226 111 37 31 99 27 410 32 23 10
internal_value=0.000118773 0.000200472 0.000920176 0.0001495 0.000173056 0.000147703 0.000171457 0.000311154 -0.000788489 7.88283e-06 0.000193687 -0.000129779 0.000278302 0.000681715 6.84492e-05 -0.000902632 -8.48637e-05 -0.00017758 -0.000801658 3.47429e-05 9.52731e-05 -0.000207725 -0.00126757 0.000333426 1.36832e-05 0.000524868 -0.00131052 0.000373314 0.000766804 -0.00145456
internal_weight=308.593 177.683 11.7518 165.932 164.117 159.756 155.802 88.6116 3.95324 130.909 55.7128 75.1963 53.7398 18.3892 35.3506 4.54752 73.8597 64.1109 16.2747 47.8362 46.4756 26.1957 8.8544 17.3413 13.6594 9.74872 11.2678 10.502 7.40915 10.7136
internal_count=4633 1903 103 1800 1778 1733 1685 575 48 2730 958 1772 877 219 658 139 1730 1535 720 815 577 351 148 203 185 195 432 86 55 420
is_linear=0
shrinkage=0.00192234


Tree=664
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 3 2 2 4 0 1 2 3 0 0 3 3 2 4 4 2 1 4 2 1 1 4 4 1 0
split_gain=0.8597 1.56939 1.4953 1.22326 1.16066 1.54124 1.15233 2.50739 1.59062 1.34893 1.34882 1.29716 1.24988 1.12962 1.81634 1.1916 2.00215 2.08008 1.83502 1.44979 1.19172 1.14408 1.65633 2.03908 2.38671 0.970233 1.72866 1.10964 1.89299 0.983858
threshold=93.972365491700018 96.631250582750013 97.789976036950009 93.843319501450011 69.873026810350026 -0.10696499999999999 -0.14008999999999996 -0.070854999999999987 44.701063782750005 94.770837556450019 71.397382570300024 -0.040509999999999997 0.076615000000000016 86.09518316945001 86.036037090600004 0.08759500000000002 0.090235000000000024 -0.087660000000000002 43.564719632750005 42.684965421050009 -0.06828999999999999 65.765062787050013 41.489621506400006 -0.083330000000000001 62.084563606450011 78.196493182200015 42.081757894750005 40.806664626150003 72.62331947780001 100.69082235970002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 -3 4 13 -6 8 -8 -2 11 -11 -9 -10 14 -1 18 17 -17 19 -15 -19 22 -18 -24 -25 26 27 28 -4 -27
right_child=1 2 25 -5 5 -7 7 9 12 10 -12 -13 -14 15 -16 16 21 20 -20 -21 -22 -23 23 24 -26 29 -28 -29 -30 -31
leaf_value=4.3843789641387021e-05 0.00097732699238245501 0.0005011857327217147 0.0010030127195004785 0.0012063719923421693 0.00068623809756077666 -0.0015272001637728484 -0.0013481678285874816 0.00014357258287819773 0.00014860863854686564 0.001495377071098692 -0.00022533803449419963 -0.0025085606882712381 -0.002491602014962411 0.00045404764703963212 -0.002206802280504387 9.1355117921890509e-05 0.00074530730698109068 -0.0028130820782758799 -0.00052314558809968379 0.0012363576107823052 -0.00079094611080701509 -0.00035348955298197604 0.00078087514621044598 -0.0017861671963313409 9.787242156688222e-05 0.00075545537634978449 -0.0017524537463460515 0.00048436950691825586 -0.0013113668631009969 -4.5828069730802921e-05
leaf_weight=70.317421533458401 4.4409250693861422 26.140958122676238 1.8663522079586963 4.4788589542731634 1.8800990430172531 3.39071007464372 10.26790810702369 1.4921212997287514 1.7484761036466809 2.9589877743273973 4.2917774678207934 1.3509994586929641 1.1380711337551472 40.206471125595272 1.4061807794496406 6.3012898564338684 24.953269105404615 1.9371987078338859 5.8942963792942455 11.774979742243884 2.6578058246523124 9.0148844309151155 7.3910523019731071 3.9010890871286374 7.6633072271943092 7.1409001358551896 3.2487837207736439 5.7768802307546139 4.9958014372969046 33.669929009713087
leaf_count=1166 42 164 8 35 23 98 269 11 46 16 41 45 56 276 12 35 139 21 68 114 22 70 31 46 41 58 112 40 142 1386
internal_value=0.0001173 -2.18677e-05 0.000113213 0.000193011 0.000170167 -0.000737666 -0.000425997 -0.000665953 0.0002408 2.80234e-05 0.000476874 -0.00111667 -0.00089234 0.000194906 -2.81368e-07 0.000309944 0.000125175 -0.00064022 0.00051369 0.000631259 -0.00164345 0.000282761 0.000413389 -2.35543e-05 -0.000537682 -6.5662e-05 -0.000476752 -0.000148841 -0.000681907 9.4377e-05
internal_weight=313.698 110.529 82.8396 203.169 198.69 5.27081 27.6893 20.3618 7.32747 10.0939 7.25077 2.84312 2.88655 193.419 71.7236 121.696 63.8199 10.8963 57.8757 51.9815 4.595 52.9236 43.9087 18.9554 11.5644 56.6986 15.8878 12.639 6.86215 40.8108
internal_count=4633 2436 1910 2197 2162 121 526 382 144 113 57 56 102 2041 1178 863 405 78 458 390 43 327 257 118 87 1746 302 190 150 1444
is_linear=0
shrinkage=0.00196078


Tree=665
num_leaves=31
num_cat=0
split_feature=1 2 0 4 2 3 3 2 4 3 3 4 3 1 3 2 4 4 1 0 2 2 4 3 1 4 4 4 2 4
split_gain=0.193919 0.341823 0.323511 0.43081 0.205113 0.339346 0.487373 0.247242 0.958215 0.248428 1.25565 1.23768 0.7253 0.706778 0.68885 1.09831 0.902122 0.966256 0.843285 1.55129 1.3251 1.02473 0.814851 0.743878 0.675796 0.716892 0.488899 1.79889 1.37178 1.26778
threshold=89.89935142405001 -0.088880000000000001 122.35979489110001 45.044778924400006 0.63131000000000015 -0.16179999999999997 0.098950000000000024 0.27394500000000005 39.065416244600009 1.0000000180025095e-35 -0.098985000000000004 41.909642283050012 0.072890000000000024 62.009286778800011 -0.11595499999999999 -0.24150999999999997 38.751720283100006 40.040404835300002 73.007768990450018 93.72771580185001 -0.16262999999999997 -0.033594999999999993 35.771221912400001 -0.22831499999999999 68.846035804500005 38.474425342400004 40.21994457600001 39.525197829750006 -0.074029999999999999 40.371455563000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 -6 -7 9 -9 10 14 13 -11 -12 15 -1 22 -18 19 26 -20 23 -16 -22 -15 -26 27 28 -17 -28
right_child=1 2 -4 -5 5 6 -8 8 -10 12 11 -13 -14 24 16 18 17 -19 20 -21 21 -23 -24 -25 25 -27 29 -29 -30 -31
leaf_value=-0.069631932504460148 -0.06801417334297824 -0.066305612925589563 -0.06825888851259225 0.041571550902991514 0.057690095517927614 -0.035111201402547518 0.054821597594696542 0.0037469428941939312 -0.075348058967089848 0.030742703140732047 0.021976790818088711 -0.072605990273465967 0.001303810629104481 -0.060425002449378221 0.031549960215065495 -0.029689475016350528 0.075855524175670819 0.005248160508734603 0.050400638297755783 -0.060519473926772913 -0.025482633321426661 -0.072503292420164206 -0.08958897128786833 0.05454753336016472 0.0096366658222153626 -0.042971971879518921 0.072107483596184477 -0.10022560956809716 0.054632409080663601 0.00079583970613719972
leaf_weight=0.98573827402287761 0.49150645239660651 0.21050594197367789 0.25248749823731487 0.68724198744166642 0.72962528467178334 0.67733633355237433 0.42810361832380295 2.5548764378763731 0.90218234399799246 3.7094917107024221 1.9224699345068055 1.8623411642620329 203.45831749519857 1.6223756116232833 0.48132112459279852 2.1833494464808609 1.8110572099685671 1.5795277692232046 3.4070924343541265 1.9799194652005088 1.0066028702422047 0.82588889395992637 0.48555741983000189 1.0157458132598551 2.8647609989857301 1.8593720858916638 1.1693872995674635 0.93265490606427182 1.364828135818253 15.076588651558266
leaf_count=109 293 202 100 17 11 30 20 64 45 47 36 125 2778 29 7 92 6 43 35 43 33 49 37 10 35 18 7 9 13 290
internal_value=0.000643665 -0.0219596 -0.00227999 0.0162763 0.000788115 0.0227672 -0.000282935 0.000629984 -0.0168943 0.000870769 -0.00360563 -0.024014 0.00183094 -0.0130701 0.00242155 -0.00114471 0.0269316 0.0429626 0.00118629 -0.00472275 0.022636 -0.0105764 -0.0292849 0.0147134 -0.0236864 -0.0110696 0.000607212 -0.0186873 0.00274545 0.00592886
internal_weight=258.538 1.64174 1.15024 0.897748 256.897 1.83507 1.10544 255.061 3.45706 251.604 44.4366 10.1313 207.168 8.26898 34.3053 29.9478 4.35746 3.39058 28.9621 22.7067 6.25533 2.84824 0.966879 2.02235 6.34651 4.72413 20.7268 4.48083 3.54818 16.246
internal_count=4633 612 319 219 4021 61 50 3960 109 3851 1026 243 2825 118 783 690 93 49 581 454 127 92 44 43 82 53 411 114 105 297
is_linear=0
shrinkage=0.0659776


Tree=666
num_leaves=31
num_cat=0
split_feature=4 0 2 2 2 0 2 0 3 1 4 2 3 2 1 4 3 4 3 1 0 1 1 1 2 2 1 0 0 0
split_gain=0.877081 1.21238 0.999549 2.57694 2.46045 3.69008 2.1572 2.44159 3.77204 3.03486 3.02143 2.68006 2.03887 2.77981 1.68846 1.45481 1.55513 1.32114 5.05472 1.35909 1.31373 1.69334 1.65191 1.43566 1.59202 1.27988 1.20779 1.08522 3.39303 2.12873
threshold=42.154118731400011 104.03526427400001 -0.064729999999999996 -0.053874999999999999 -0.043559999999999995 95.44832900530001 -0.086139999999999994 86.264556031700025 0.078770000000000021 65.509659264600018 41.542492784600007 -0.08158 0.091290000000000024 -0.072755 62.00390986255001 39.788107623550012 0.088350000000000026 36.558960102350007 0.095830000000000012 64.730006406800015 91.437149474700007 66.235542959850008 77.443724905700023 64.369753017350021 -0.14510999999999999 -0.11051999999999999 81.339300736700025 85.662341410450011 83.479313408550013 85.931187223550012
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 10 -9 14 -8 -11 -13 -14 -10 16 20 -18 25 -20 21 23 -22 24 -1 -19 -6 28 -17 -29
right_child=-2 -3 3 4 26 -7 7 8 9 11 -12 12 13 -15 -16 27 17 18 19 -21 22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0010923328543265955 -6.2952545927552427e-06 -0.0011538120854364866 0.0011873752640717335 -0.0022265155841684056 0.00040291909161974766 0.00055723416343968874 -0.00030089162081267304 0.0014281946849090668 -0.0010549418381224948 -0.0021825127632322649 0.0017719333992422953 0.0010731526476928652 -0.0018835409316972211 0.00088678881279300825 -0.003097440403714465 0.0010361354690158527 0.00096387950538684474 -1.6028650177894755e-05 -0.00035232601030405397 -0.0026751681331936071 -0.0023304060236964755 0.0015009001586636177 0.00012416859576340692 -0.0018760636617988068 0.00076875877923684272 0.0017514687767473767 -0.0011014529140329879 0.0014398845435433494 -0.002440327630615417 0.00036936359319289654
leaf_weight=3.0621185654599636 105.86429150676122 2.3820304069377007 12.524954221211372 3.5241577140986911 65.603151147603057 3.5145870186388493 7.7942794699338247 2.6615967880934503 2.8163356855511692 2.6320009802002486 3.8983703553676605 3.9114782297983712 3.2448320230469117 2.2782424562610677 3.1893789172172546 2.4424985866062334 7.4806632765685235 2.6686195582151413 1.4968989565968516 2.4614076698198915 2.6441557765938333 1.9277292896294955 1.6426221214933319 2.0998432608321309 3.8142367403488637 3.4989581108093244 2.0332737180870017 8.5188986808061582 1.8035062318667767 35.338646546006203
leaf_count=163 2024 614 75 28 602 16 42 22 20 48 27 28 42 24 29 86 87 31 12 50 75 11 27 24 26 19 55 27 50 249
internal_value=0.000135547 0.000209551 0.000225746 0.000380468 0.000245129 -0.000836533 0.000106694 -0.000312229 -0.000708354 -0.00102301 0.000390195 -0.00046726 1.12522e-05 -0.000740793 -0.00213963 0.000274606 -3.75887e-05 0.000351229 -0.000101377 -0.00179675 -0.000488241 -0.000133781 -0.00138985 -0.000484845 -6.00063e-05 0.000986699 0.000357695 0.000487462 -0.000440505 0.000577302
internal_weight=308.774 202.909 200.527 87.2001 74.6752 7.03874 113.327 32.4265 20.7339 18.0723 11.6926 12.0666 9.43455 5.52307 6.00571 80.9008 32.7973 17.6065 10.1259 3.95831 15.1907 10.9039 4.28678 8.9762 6.87636 6.16758 67.6364 48.1036 4.246 43.8575
internal_count=4633 2609 1995 776 701 44 1219 282 213 191 69 142 94 66 49 937 525 199 112 62 326 224 102 213 189 50 657 412 136 276
is_linear=0
shrinkage=0.00192234


Tree=667
num_leaves=31
num_cat=0
split_feature=0 3 0 2 4 3 2 2 4 2 2 4 3 3 3 3 3 4 2 3 1 2 0 4 3 4 1 1 0 3
split_gain=0.188003 0.452061 0.287188 0.273649 0.267398 0.812257 0.251881 0.345426 0.609563 0.235062 0.246375 0.900325 0.246333 0.241952 0.570385 0.203946 1.02958 0.867995 0.806581 0.514467 2.25865 1.4867 1.47831 0.7293 0.619631 0.605339 0.499349 1.30268 0.974492 0.904959
threshold=111.47691637905002 0.078655000000000017 110.27248713660002 -0.15689999999999998 50.427417695700008 0.079205000000000012 -1.0000000180025095e-35 -0.088274999999999992 46.095286511800005 0.70681500000000008 0.27394500000000005 39.065416244600009 0.077805000000000027 0.094595000000000026 -0.245505 1.0000000180025095e-35 -0.093130000000000004 41.909642283050012 -0.038374999999999999 0.079605000000000023 72.327589083450007 -0.045684999999999996 86.681267041950008 49.292797572200008 0.077080000000000023 40.21994457600001 61.998532946250002 61.944763783650011 86.264556031700025 -0.15544999999999998
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 9 -6 7 8 -2 10 15 13 -11 14 -12 16 26 18 -18 20 22 23 -17 -22 -24 -26 27 29 -29 -1
right_child=1 -3 3 -5 5 -7 -8 -9 -10 12 11 -13 -14 -15 -16 19 17 -19 -20 -21 21 -23 24 -25 25 -27 -28 28 -30 -31
leaf_value=0.007913279053449131 0.019566518226531864 -0.062624820248790264 -0.0058817688913346778 0.049153706351263766 -0.062434980401889002 0.035056501817444484 -0.062619849150141987 0.040953720995542252 -0.067362649825755905 0.048818674822699158 0.032940224595128666 -0.067085592934469043 -0.00049280382333705673 0.01817602323723267 -0.055459008945700383 -0.0054254305446930703 -0.0030592424107084943 -0.066280220805963241 -0.051582759636146114 0.00072716401355417176 -0.068736012181308065 0.0094256729689182368 0.015765176539716867 0.027285747740124978 0.012683092968062203 0.061746829166439796 0.0064231473771878232 -0.088034805326874785 0.018647016380340106 -0.050512105524992995
leaf_weight=6.9727736714703452 0.75414528695455374 0.56563476264636836 0.52262154449999798 0.8430786752142001 0.82396319488179759 0.48469720763387159 0.22104579486767706 0.62637642235495161 0.46608494513202459 0.74160904297605046 0.44396149637759696 0.88832169212400902 0.70628117746673524 1.501332407016889 0.63128231772861854 3.6435469856951404 5.7618215704715112 1.3041910845640812 1.5530322630656863 188.75259995541273 2.0809535244916346 2.6066590762929973 2.4908988376846537 0.32682207718607958 1.1297108456492422 4.3778278552927077 23.874134640645934 1.147382994648068 0.41685251891612995 1.0954404505464506
leaf_count=229 121 337 25 37 158 21 67 13 33 12 11 50 31 21 37 37 82 87 20 2323 136 31 21 13 8 98 377 80 3 114
internal_value=0.000599228 -0.0152862 0.000763193 0.0280929 0.000616106 -0.0263264 -0.00233604 0.00488015 -0.0136374 0.000755773 0.000617278 -0.0152072 0.0247645 0.00267881 -0.0189595 0.000838784 -0.00294888 -0.0213688 -0.0133614 0.00161556 0.011683 -0.0218468 0.026125 -0.0557024 0.0404972 0.0516828 0.00178935 -0.00969557 -0.0596052 -1.92731e-05
internal_weight=257.755 2.63329 255.122 1.3657 253.756 1.30866 2.06765 1.84661 1.22023 252.447 251 3.4649 1.44789 2.57658 1.07524 247.535 42.1256 8.61904 7.31485 205.409 16.6564 5.01443 11.642 2.40778 7.99844 5.50754 33.5066 9.63245 1.56424 8.06821
internal_count=4633 571 4062 62 4000 179 234 167 154 3821 3778 119 43 69 48 3659 992 189 102 2667 344 180 164 149 127 106 803 426 83 343
is_linear=0
shrinkage=0.0597579


Tree=668
num_leaves=31
num_cat=0
split_feature=0 0 0 2 3 1 3 3 4 0 0 0 3 2 2 0 4 3 2 4 3 3 2 2 3 0 1 4 2 4
split_gain=0.995103 1.30282 1.27228 1.84271 1.23557 1.15287 1.16483 1.37344 1.02941 0.951414 1.84918 1.70433 1.70614 2.25833 3.90165 3.78282 2.72186 2.47403 2.52796 2.33084 2.03222 1.77061 1.61386 1.40369 1.94924 3.05459 1.73841 2.34243 1.35157 1.24847
threshold=93.972365491700018 93.843319501450011 94.625660817400004 -0.14907499999999999 0.097645000000000023 69.873026810350026 -0.10696499999999999 0.096915000000000015 36.377496227400009 86.09518316945001 86.036037090600004 86.135510041400025 0.08079500000000002 -0.083834999999999993 -0.06828999999999999 86.780739992750014 40.574766824850009 0.096480000000000024 -0.017745 40.467253020850002 0.10214000000000002 0.079220000000000027 -0.08725999999999999 -0.094409999999999994 0.085910000000000028 87.028078140750011 64.630533455950015 36.654713368950006 -0.06828999999999999 39.427119987250002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 8 9 -7 -8 -5 10 -1 -11 21 22 15 -15 -17 18 -16 -20 -19 28 23 24 -14 -26 -27 -28 -13 -22
right_child=2 -3 -4 4 -6 6 7 -9 -10 11 -12 12 13 14 17 16 -18 20 19 -21 29 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=6.7071582746267564e-05 0.00061991228367739963 0.0012286750921771555 2.6087408125468757e-05 -8.0115438348834242e-05 0.00044211406140591536 0.00060343568411836139 -0.0023368318656056641 3.0045145536442447e-05 -0.0024325376706014271 0.0012416460307679603 -0.0021579912084693834 -3.0232656341429002e-05 0.0012301901149306142 2.4916478900242684e-05 0.00034741916877131476 -0.00010465453720314581 -0.0025943819522025683 0.0018343345679064553 -0.00035135864599327858 -0.0027766143787384579 0.0012406396435195545 0.0016810936171077371 0.0015138248359675818 -0.00045991288145813314 -0.00090194522013712849 0.0016099576108637907 0.0015290794506975652 -0.00047179092160786693 0.00088925701571744152 5.678258833379101e-07
leaf_weight=73.579397585883271 2.4063372983364388 4.6162281627766779 96.493343286891104 0.91200985014438529 1.0607282097917048 1.796962843975052 2.1716241401445582 1.6654628133401272 3.3138707255711779 7.0031660646200171 1.464579815044998 12.19014485436492 9.5493460707366484 7.6748585477471343 7.1901313737034798 2.3602506481111032 5.9288933500647545 4.2932345531880882 3.6804026626050454 2.5997592471539974 4.1982490047812488 5.3185424581170073 4.8126336336135855 7.3761397227644911 6.9881933070719269 5.0109154433012 3.3800522759556753 6.7255514394491911 12.396334352903068 12.168633019551633
leaf_count=1166 68 35 2257 8 19 23 80 18 84 41 12 91 46 33 34 14 60 20 37 38 23 87 16 42 36 26 17 49 83 70
internal_value=0.000122316 0.000198192 -3.50933e-05 -0.000802488 -0.00144993 0.000175703 -0.000699378 -0.0013095 -0.00192485 0.000199649 2.36466e-05 0.000300592 0.000247376 0.000117522 -0.000166897 -0.000967025 -0.00188546 0.000207351 -0.00044644 -0.00135533 0.000633619 0.000655273 0.000442497 0.000310397 0.000489897 0.000170086 0.000665674 0.000197446 0.000433368 0.000318657
internal_weight=320.326 216.14 104.186 7.69295 5.28661 211.523 5.63405 3.83709 4.22588 205.889 75.044 130.845 123.842 93.9372 50.0944 15.964 8.28914 34.1304 13.4703 6.28016 20.6601 29.905 43.8428 39.0302 31.6541 22.1047 15.1165 10.1056 24.5865 16.3669
internal_count=4633 2197 2436 179 111 2162 121 98 92 2041 1178 863 822 561 329 107 74 222 109 75 113 261 232 216 174 128 92 66 174 93
is_linear=0
shrinkage=0.00196078


Tree=669
num_leaves=31
num_cat=0
split_feature=4 0 1 1 4 4 2 3 4 3 1 4 0 2 3 4 4 4 1 0 0 3 2 2 4 2 3 0 3 1
split_gain=0.178075 0.549042 0.533122 1.59116 1.4095 1.07607 0.995084 0.922374 1.77524 1.98828 2.04056 1.63934 1.24609 1.18064 1.81563 0.895056 0.574913 0.863923 0.567588 1.02724 0.546045 0.489409 0.452608 1.5504 0.981019 1.15546 1.12614 1.15981 0.940238 0.913975
threshold=42.154118731400011 103.57284947555002 61.987779113750001 62.00390986255001 41.600558339100012 41.935569238650011 -0.085550000000000001 0.092185000000000031 41.32819714970001 0.086955000000000018 61.950140699950005 40.518963363600001 85.732241321850012 -0.036264999999999999 0.081235000000000016 41.16018805045001 40.21994457600001 39.656620114300004 72.209296925700016 86.420486603250012 75.994645973400011 0.10307000000000002 -0.11534 -0.099379999999999996 44.202975721700007 -0.156745 0.093955000000000025 95.117648655250022 -0.15544999999999998 61.993156030000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 7 -5 -6 8 9 10 13 12 21 14 16 -13 17 20 19 -7 -1 -9 24 -24 26 -26 27 -2 -29 -25
right_child=22 -3 3 5 6 18 -8 11 -10 -11 -12 15 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 29 25 -27 -28 28 -30 -31
leaf_value=-0.071487354153911678 0.039104189693996816 -0.032968055266835647 0.038083013720035579 0.0010018313576781205 -0.01234835261019296 0.053886399832215673 -0.082332765530020863 0.033513627158806625 0.052469217831156191 -0.099448375566539418 -0.1092163512222951 -0.040615523274530933 0.055652257261267747 0.047241480861698867 -0.13702269641101697 0.0071009891530298 0.052791304284534532 -0.094501573607818024 0.054912485872045412 -0.0066272360795897427 0.015817191368067262 -0.0082465360177377007 -0.055647453626243543 0.016374985055065117 -0.00076871407289095888 -0.072301416395799956 -0.023115808237275329 0.054298539491239799 -0.077252297036182804 -0.0069387160418001668
leaf_weight=0.41814240155508775 8.8621970951207931 2.1711232758880206 6.5438565041404209 120.70439915278985 2.1724803801625967 2.1467100405134243 1.8391415013174981 2.1426482181996125 1.5510493771289464 1.5979577484540639 0.94596519606420759 3.5854905368760219 4.4397819973528385 1.8991689500398958 0.55618627788498987 4.1664972216822207 0.76086644828319538 0.55290003772824992 2.4899299014359713 3.8262776052579284 2.193500809604302 3.8437673877924681 2.8576881609624243 10.031751383656227 13.995854290638816 1.2020518573553989 2.3913739494528263 0.39662686735391617 0.8108533511403937 46.240880356795969
leaf_count=115 108 640 40 1334 17 15 44 20 15 38 70 23 19 34 8 30 19 7 20 40 23 38 70 174 450 222 46 4 102 848
internal_value=0.00070253 0.00201641 0.00246752 0.00440041 -0.00556279 0.00269398 -0.0444329 -0.000120869 -0.0166687 -0.0286844 -0.0132508 0.00941534 0.0275454 0.000976332 -0.0186295 -0.0149691 -0.0018545 -0.0149933 0.0268287 0.0151215 0.00183912 0.00670019 -0.00187936 -0.00533746 0.0055135 -0.00642647 0.0200759 0.0303331 -0.0340412 -0.00278257
internal_weight=257.337 170.548 168.377 135.711 32.6655 129.167 4.01162 28.6539 10.4757 8.92469 7.32673 18.1782 10.4262 6.38076 4.4816 7.75199 3.92541 3.16454 8.46292 5.97299 2.61164 5.98642 86.7893 59.1303 27.659 15.1979 12.4611 10.0697 1.20748 56.2726
internal_count=4633 2609 1969 1449 520 1409 61 459 329 314 276 130 77 206 172 53 164 145 75 55 138 58 2024 1092 932 672 260 214 106 1022
is_linear=0
shrinkage=0.0700159


Tree=670
num_leaves=31
num_cat=0
split_feature=2 2 4 3 3 2 1 2 3 1 2 3 2 2 2 4 0 4 0 3 2 4 2 3 0 3 4 1 1 4
split_gain=0.187068 1.16997 0.823496 0.612812 0.850514 0.404885 0.506485 0.406943 0.780899 0.499019 0.372009 0.225472 1.13148 1.08827 2.00017 1.88657 2.03561 1.98046 1.82935 1.60273 2.51137 0.88931 0.585504 1.37134 1.3952 0.408493 1.92812 2.81737 1.99431 1.06427
threshold=-0.58319500000000002 -0.51760499999999998 49.960114208400007 0.12376500000000003 0.10787500000000003 -0.63026499999999996 67.923894665750012 -0.59614999999999996 0.078770000000000021 78.27445846800002 -0.58835000000000004 0.10487000000000003 -0.16164499999999998 -0.036264999999999999 -0.063379999999999992 41.037275035300006 86.208098410950015 37.572218886150004 86.345209775600011 0.10990500000000002 -0.117885 41.444941515100005 0.011900000000000003 0.11458500000000002 89.980005167950011 0.091885000000000022 41.243661560350013 62.678712853250012 61.950140699950005 41.16018805045001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 9 -9 -8 -10 25 -13 14 15 16 -14 19 -15 -18 -21 -17 -20 24 -24 -3 29 28 -28 -27
right_child=1 11 -4 -5 -6 6 7 8 10 -11 -12 12 13 18 -16 21 17 -19 22 20 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.024491949892907948 -0.078784581937848958 -0.00026722919902349187 0.076972197184824884 -0.041917126755977897 0.065684407258922578 0.063930093606492558 -0.0023775961538222727 0.069497236386207972 -0.09636625973974082 0.057643492437912405 -0.01223725184353615 0.045900951568143077 0.0084295019491010623 -0.059049725606736894 -0.071292096315089537 0.050200077032133458 0.045081969747960908 -0.10477620066483195 0.028861443092188056 0.051648266021524822 -0.14081864820799417 -0.0028002470752817098 0.004307385350787122 0.026483405446120396 -0.099777819844149601 0.014656030136705666 -0.044694280914453481 -0.05230140633054324 0.018904805894192817 0.066649828593081828
leaf_weight=1.6591632312120035 1.4351061872257549 154.34883779739175 0.19687615334987629 1.015986555488779 1.4938580579837433 0.9255666323006152 1.8351099374849567 0.33404710318427699 0.55239043484288941 1.1487251568487407 0.52083557270089109 2.143665312905795 4.0182293727993947 1.9302969779819275 3.1320695925969639 2.877612106502057 1.1933301915851191 2.5131120829610154 7.4304844717335055 0.56321442754415241 0.89562209596260867 3.6791473103221506 1.5565267764031889 3.9477755655971123 1.1363514658914935 29.494235827256492 3.1462106184335452 5.7511345062375758 12.528119557071475 2.1545823067426673
leaf_count=50 164 3173 1 21 21 7 24 19 47 43 12 26 22 39 38 12 15 45 40 9 35 45 13 65 38 321 40 146 83 19
internal_value=0.00065193 0.000272567 -0.0599947 0.0104932 0.0167801 0.00630731 0.0159188 0.00579884 -0.0258586 0.0207295 -0.0555385 0.000674935 -0.00445937 -0.00755498 -0.0191717 -0.00880051 -0.0296919 -0.0593478 0.00614591 -0.0163012 -0.0665128 0.0204604 0.0150895 -0.000320386 -0.0396149 0.00159122 0.0069959 -0.00954791 0.00613896 0.0181957
internal_weight=255.558 246.073 1.63198 9.48568 8.4697 6.97584 5.31667 4.39111 1.40727 2.98384 1.07323 244.441 37.0174 34.8738 18.8723 15.7403 9.18351 5.16528 16.0014 2.65217 1.45884 6.55676 14.0711 6.64065 2.69288 207.423 53.0743 21.4255 15.6743 31.6488
internal_count=4633 4389 165 244 223 202 152 145 78 67 59 4224 442 416 221 183 126 104 195 59 44 57 156 116 51 3782 609 269 123 340
is_linear=0
shrinkage=0.0714163


Tree=671
num_leaves=31
num_cat=0
split_feature=1 0 0 1 4 4 4 2 2 0 1 3 2 3 3 0 2 0 1 0 2 0 0 3 2 3 0 3 3 3
split_gain=0.940148 1.78811 3.14773 2.31021 1.36666 1.87757 3.18652 1.5824 1.90134 1.55182 2.0766 2.31144 1.5852 1.9565 1.47449 2.28691 3.02574 1.61238 1.44139 2.50371 1.27572 1.18954 1.80235 1.73119 3.28972 1.16423 1.10394 1.0267 1.42117 1.10917
threshold=66.859265246100009 90.321439350550008 91.886121982450007 65.765062787050013 42.154118731400011 42.684965421050009 42.720329370750001 -0.077085000000000001 -0.02903 87.261973998100004 63.910026677050006 -0.13578999999999999 -0.072755 0.093325000000000033 0.094595000000000026 87.525442894850016 -0.11534 85.799452775150016 62.154463517850012 86.866770652900016 -0.066979999999999998 85.799452775150016 85.398872513700013 0.08574500000000003 -0.082404999999999992 0.083395000000000011 86.866770652900016 1.0000000180025095e-35 -0.144095 -0.25098999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 9 14 -7 21 -9 10 18 -12 13 -11 15 16 -6 -18 19 -1 -16 22 27 24 -23 -24 -10 28 29 -8
right_child=-2 2 -4 -5 5 6 7 8 26 12 11 -13 -14 -15 20 -17 17 -19 -20 -21 -22 23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0002577405915183746 2.1548809231724576e-05 0.0014627489236135505 -0.00090450146158467591 -0.0019346381965609993 0.0020167471862754063 0.0019239904415781915 -0.00062995249485709782 -0.0028975962655195912 -0.001216468920103652 -0.00037654687126655029 0.00077249114584753971 -0.0028821831381984188 0.0012953609399453702 0.0011502200302054976 -0.0025426166633706606 0.0013911009524361746 -0.0004100492613712963 -0.0028060390164423299 0.0010662048197125876 -0.001583868157269367 -0.00063934770295276811 -0.0014770340995064724 -0.00039495490884922395 0.00090191533028336315 0.001149836570595357 -0.0023275317326225354 0.00076297038705530889 0.00097106795612132051 -0.0021337184174803048 0.0011179138317318415
leaf_weight=70.936374924960546 135.60980101742462 9.9184942469000799 2.7606662241742006 1.9559109825640906 1.1206863299012173 3.6207816004753104 3.0996993860462614 1.4399783235276116 2.3360809742007396 7.2672179806977528 1.0938465977087619 1.6984188146307122 11.682019386440514 5.8043361976742744 2.3591512646526098 2.5672203004360199 2.1761787664436261 2.1434128135442734 7.8807637854479244 2.956531047821044 3.1778553635813287 4.041830662637949 2.7541765007190397 13.033597931265829 3.3538163527846363 2.1217002063058317 2.0197877064347267 4.1156533192843199 1.2768810711568264 2.5394124917220329
leaf_count=678 2730 63 40 22 8 60 52 27 108 51 19 36 89 35 33 8 46 28 63 24 30 41 40 62 12 41 8 91 70 18
internal_value=0.000145316 0.000236906 0.000947321 0.000184099 0.000208676 -3.10077e-05 0.000158828 7.13387e-06 -0.000944333 0.000338686 0.000212293 -0.0014505 0.000770485 0.000301404 -0.000672273 -0.000134304 -0.000854129 -0.00159896 0.000269071 0.000184056 -0.00145027 0.000158896 -0.000243146 0.000471952 -0.000285787 -0.0012359 -0.000298616 0.000195642 -0.000265808 0.000157149
internal_weight=318.862 183.252 12.6792 170.573 168.617 59.2979 45.7534 42.1326 5.79585 109.32 84.5659 2.79227 24.7536 13.0716 13.5445 8.0075 5.44028 4.31959 81.7737 73.8929 5.53701 36.3368 15.9075 20.4292 7.39565 4.87588 4.35587 11.0316 6.91599 5.63911
internal_count=4633 1903 103 1800 1778 783 630 570 143 995 820 55 175 86 153 90 82 74 765 702 63 427 312 115 53 81 116 231 140 70
is_linear=0
shrinkage=0.00196078


Tree=672
num_leaves=31
num_cat=0
split_feature=1 0 2 1 2 2 3 2 2 0 1 4 3 2 4 2 4 3 1 4 0 0 0 0 0 3 3 4 4 4
split_gain=0.929399 1.07413 0.978788 1.87485 2.02158 2.56001 2.07885 1.22736 2.30822 1.68181 1.58925 2.61578 1.4823 1.58248 1.14155 1.1013 1.32392 1.04915 1.67093 0.922832 0.851224 0.831039 0.725776 1.67618 1.31033 1.27942 2.86282 2.70527 2.12938 2.10798
threshold=69.873026810350026 91.886121982450007 -0.079369999999999996 70.077349628250019 -0.087660000000000002 -0.088274999999999992 0.086375000000000021 -0.016014999999999998 0.048475000000000011 94.940210418650011 70.182199495350019 37.232443001650005 -0.222165 0.22387500000000005 38.324118171300007 0.28423000000000004 40.858951393400005 0.092015000000000027 76.621056717750008 42.527280425250005 103.75566462840003 105.93331571405001 86.09518316945001 86.036037090600004 86.135510041400025 0.08759500000000002 0.092895000000000019 43.182896969600009 41.319407281650008 43.564719632750005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 -2 3 -3 5 -5 -6 10 20 14 -4 -12 -11 17 -10 16 -15 19 -19 -14 -9 -22 23 -1 -24 29 27 28 -27 -26
right_child=1 2 7 4 6 -7 -8 8 9 12 11 -13 13 15 -16 -17 -18 18 -20 -21 21 -23 24 -25 25 26 -28 -29 -30 -31
leaf_value=7.9432785076193312e-05 -0.0021070879153825797 -0.0027825516589767515 0.0014179199919492076 -8.4852614101866005e-05 0.00015149278138231026 0.0020904454669872985 -0.0018751294116846878 -0.0022683845600814721 0.00014363351360076516 -0.0017551378784776168 -0.0021730680677274077 0.00040807321075254579 0.0011119795802536649 -0.0021817262411153973 -0.0022544241494222143 0.00041552704641851032 -2.8087283751373049e-05 -0.0021234549510709189 0.00085549139683742186 6.2068807035159555e-05 0.0021354529600136176 -0.0019301961394906136 0.0010951290655107639 -0.0019326616997251884 0.00054641336677978649 -0.00023206853089228926 0.00029507598069025448 0.0010169956915649005 -0.0016068770935768405 -0.00052149231952502105
leaf_weight=71.799361867277185 0.83574887274880794 0.92708700522780318 4.7719100117683437 47.18589912773313 2.9131947264395412 1.9222269287565783 4.2472405453809188 2.1145899218972803 1.1385907530784636 1.2302095993072821 1.4313010820405931 21.106343796593137 10.429001708755093 1.8846875329036259 1.6741719214478505 3.0371482218615711 2.0177924274466932 1.1435161586850875 1.4681261746409289 3.9370557483925941 0.34275904297828663 0.34380535199306905 6.2494420520961276 1.4418447427451599 53.490798315033317 8.1344044171273726 45.502985090948641 3.0703050638549021 7.2958079166710368 7.1544528303202233
leaf_count=1166 65 9 22 1307 47 12 130 60 10 73 47 271 89 45 35 116 23 27 34 43 1 68 41 12 380 56 270 23 60 91
internal_value=0.000112039 -1.99484e-05 -4.8155e-06 -0.000176377 -0.000133437 2.94527e-07 -0.00105061 0.00016416 -8.89383e-05 7.12617e-05 0.00044925 0.000244152 0.000222815 0.000324553 -0.0012837 -0.000418831 -0.00106818 0.000628411 -0.00044885 0.000824249 -0.00168801 9.95304e-05 0.000187106 3.98222e-05 0.000269516 0.000228123 4.59056e-05 -0.000566942 -0.000882114 0.00042043
internal_weight=320.242 116.102 115.267 57.1956 56.2686 49.1081 7.16044 58.071 30.7615 27.9603 27.3096 22.5376 25.1475 23.9173 2.81276 6.93963 3.90248 16.9777 2.61164 14.3661 2.80115 0.686564 204.139 73.2412 130.898 124.649 64.0035 18.5005 15.4302 60.6453
internal_count=4633 2534 2469 1505 1496 1319 177 964 624 495 340 318 450 377 45 184 68 193 61 132 129 69 2099 1178 921 880 409 139 116 471
is_linear=0
shrinkage=0.00184769


Tree=673
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 0 2 2 4 1 4 0 1 2 2 0 3 0 0 1 0 2 2 2 4 2 4 2 2 2
split_gain=0.884681 2.53618 2.94525 2.25401 1.13935 1.54361 1.45472 4.56804 3.08531 2.62298 2.40063 1.92559 1.96949 1.60829 2.54057 2.6864 1.65457 1.0504 2.9372 1.22984 1.62377 1.05907 1.50367 2.18611 1.92583 1.25972 2.20135 1.40363 1.46931 1.22869
threshold=66.859265246100009 90.321439350550008 91.886121982450007 65.765062787050013 86.09518316945001 86.135510041400025 -0.06828999999999999 -0.077085000000000001 42.498713093000006 61.993156030000002 41.319407281650008 86.345209775600011 63.910026677050006 -0.079369999999999996 -0.083834999999999993 86.866770652900016 0.082325000000000023 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 -0.059424999999999999 -0.087660000000000002 -0.088274999999999992 38.804629908750009 -0.079369999999999996 42.283941020600004 -0.068964999999999985 -0.060989999999999996 -0.054875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -6 7 9 11 -7 -9 -8 -13 14 16 -16 -11 18 19 -2 -21 22 23 -19 -24 26 -26 -27 -29 -23
right_child=17 2 -4 -5 5 6 8 10 -10 13 -12 12 -14 -15 15 -17 -18 21 -20 20 -22 29 24 -25 25 27 -28 28 -30 -31
leaf_value=5.8312545415160935e-06 0.0019258529121926455 0.0015134923791015856 -0.00085250589847738986 -0.0019033421401702133 0.0012169257912823174 -0.00089790157024998883 -0.00029016309864242812 -0.00028901824815870375 -0.00081718923856198599 -0.00035041342726854758 -0.0029109676177107306 0.0013198243977018754 -0.00016936273836175341 0.0016241397229906224 0.00025188467488678135 -0.0020847485123408733 0.00075120106740655457 -5.844931989690716e-06 -0.0019490983831028971 -0.0027045846271747638 0.0010538951047210231 0.001435986144637488 -0.0019338797851407225 0.0022084668732944342 -0.002029835500540074 0.00062939897805250799 0.00028807992263363979 -0.0028971685116177242 0.00063693815856810578 0.00019125848534507642
leaf_weight=74.659336592652835 1.4921675026416772 10.557788018137215 2.5022104308009139 2.0035805944353333 6.9653439298272124 6.701325671747326 4.8796180002391365 2.5842195004224768 5.1419571302831164 6.5002858955413023 2.7942473106086254 19.705620631575588 4.1300176456570616 3.8766123726963988 4.631864592432982 3.1976202726364136 27.076125308871269 50.129267060316124 3.6157794455066323 0.74392785885720503 1.088665578747168 3.2490462580462909 3.3276612141635296 1.7748621949576762 3.3662378177396031 6.6493974382756278 2.9608105316292495 1.0074418752046765 0.8207684708759152 49.509852034574578
leaf_count=1171 7 63 40 22 41 39 30 14 36 40 29 106 36 60 18 28 130 1375 76 37 24 23 108 12 93 53 45 19 25 833
internal_value=0.000140699 0.000226682 0.00106018 0.000164425 0.000188394 0.000327214 0.000259277 6.9043e-05 0.000581579 0.000247025 -0.00165119 0.000832053 0.00106179 0.000416462 0.000303394 -0.000702414 0.000537932 1.61629e-05 -0.000725951 0.00060426 -0.000471832 5.81081e-05 -9.99388e-05 6.98735e-05 -0.00058603 -0.000283072 -0.000945142 0.000211047 -0.00131054 0.000267912
internal_weight=317.644 187.908 13.06 174.848 172.844 98.1849 91.2195 57.3623 33.8572 51.9838 5.37847 28.7153 23.8356 45.2825 41.4059 7.82948 33.5764 129.736 6.94054 3.32476 1.83259 122.795 70.0364 51.9041 18.1323 14.8047 6.32705 8.47761 1.82821 52.7589
internal_count=4633 1903 103 1800 1778 607 566 358 208 315 43 172 142 276 216 46 170 2730 144 68 61 2586 1730 1387 343 235 138 97 44 856
is_linear=0
shrinkage=0.00196078


Tree=674
num_leaves=31
num_cat=0
split_feature=1 2 0 4 2 1 1 1 0 0 2 0 1 3 4 3 3 1 2 2 1 4 2 1 2 2 2 4 4 1
split_gain=0.169527 0.307854 0.289177 0.384999 0.188296 0.551347 1.97507 1.27426 1.43922 1.85553 1.00108 0.766341 0.737746 0.638688 1.13019 0.903773 0.897831 1.47272 1.08531 0.926626 0.748638 1.09462 0.93692 0.70821 0.52866 0.493243 0.759926 0.5031 1.42483 0.911834
threshold=89.89935142405001 -0.088880000000000001 122.35979489110001 45.044778924400006 -0.11534 62.020040611300011 61.885617704800005 62.041548276350007 86.264556031700025 86.393602021950016 -0.44343499999999997 85.799452775150016 64.294476189700006 0.084995000000000029 35.374259656300005 0.086075000000000026 0.074735000000000024 67.254468591300011 -0.15962499999999999 -0.17605999999999999 82.299080289250014 45.458122212500008 -0.22573999999999997 80.677940036650014 -0.11051999999999999 -0.10771499999999999 -0.10434500000000001 40.574766824850009 40.300545846000013 76.871083323950003
decision_type=2 2 2 2 2 2 2 2 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 -7 11 -10 -8 12 -9 14 -11 -15 20 -18 19 -19 21 22 -16 -23 -6 -26 -27 28 -28 -29
right_child=1 2 -4 -5 24 7 10 8 9 13 -12 -13 -14 15 16 -17 17 18 -20 -21 -22 23 -24 -25 25 26 27 29 -30 -31
leaf_value=0.0037430805089649381 -0.065155213974325582 -0.063710534137186733 -0.065603427948709936 0.038548263942171285 -0.034583751846896577 0.065006031414913401 0.009212453654107439 -0.068687539834304617 -0.086020587754601405 -0.058307195652706874 -0.08085708303205219 0.060288094219538138 0.027777622557074683 0.053934299106558427 0.031853133363515564 0.0069869054351393315 0.022190429773746266 -0.046687968947129684 -0.05891842231030444 0.036080854800973103 0.047082348581046728 -0.069195042958873618 -0.015350068926939632 0.036344040863412856 0.031942217282450683 -0.037248304300609276 0.0011695545010282559 -0.0047317588785920316 0.028978919077183554 0.011586144496193985
leaf_weight=11.866949131945146 0.43920012497801497 0.19205974985834362 0.22670233179451316 0.64636441553011537 1.776457447267602 1.4702904860023398 0.67034601420164142 0.39765174583590068 0.94995400682091613 1.4742366396021704 1.9108473999076512 2.7282707542181015 1.6084545874036846 1.7759598028787902 4.4232553561741952 23.072546527953818 2.649221836589275 0.98833079909672994 3.2248287070397081 1.2098040548153193 1.942879685666411 1.1610558453176052 2.7376461979001778 0.3279144619591533 1.9451116044074286 2.1952696554362765 62.828370509501838 95.334058897533396 8.3998068533837777 16.096679423877504
leaf_count=322 293 202 100 17 31 15 3 21 8 34 140 14 88 29 68 327 26 62 299 18 31 91 20 7 17 43 799 1206 68 234
internal_value=0.000745954 -0.02048 -0.0020584 0.0151236 0.000871091 0.00377005 -0.007192 0.00680753 0.00511885 0.00168783 -0.0574657 0.03841 0.00865623 0.00353987 -0.00485324 0.0103423 -0.000631215 -0.0165639 -0.0354961 -0.00113387 0.0115103 0.00352027 0.0138071 -0.0459523 -0.000152598 0.000174842 -0.000159428 0.000286322 0.00444906 -0.00237456
internal_weight=256.671 1.50433 1.06513 0.838424 255.166 66.5904 14.4481 52.1423 50.672 45.9376 2.58119 4.73438 2.00611 44.9877 20.1392 24.8485 18.6649 8.07219 5.42296 2.19813 10.5928 8.64987 7.1609 1.48897 188.576 186.799 184.854 182.659 71.2282 111.431
internal_count=4633 612 319 219 4021 1623 465 1158 1143 1020 143 123 109 1012 656 356 622 405 379 80 217 186 88 98 2398 2367 2350 2307 867 1440
is_linear=0
shrinkage=0.0634156


Tree=675
num_leaves=31
num_cat=0
split_feature=0 1 2 2 4 0 1 4 0 2 1 1 4 1 4 4 4 0 2 0 2 3 0 0 0 3 3 3 0 1
split_gain=0.941933 1.47857 1.7446 1.36732 1.90798 1.31591 1.43872 1.20257 1.60664 1.91438 1.58342 1.66727 1.94268 2.09432 1.40559 2.29177 1.30964 2.44104 1.78971 1.99738 1.99513 1.87207 1.45354 1.36054 1.20775 1.01943 1.10714 1.64631 1.5697 4.55246
threshold=91.437149474700007 68.20618276945001 -0.084729999999999986 -0.017745 38.238138001450004 90.321439350550008 66.52858489605002 38.751720283100006 94.165934477050016 -0.011849999999999999 71.830224329350003 71.053259929650025 41.404176814550006 70.348883899450016 43.61821939175001 43.663128814500006 33.361153777850006 93.308316333500017 -0.033594999999999993 94.770837556450019 0.053690000000000009 0.09803000000000002 94.848802842250009 96.631250582750013 93.843319501450011 0.42293500000000012 0.11636500000000001 0.11296500000000002 86.692020874450009 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=5 2 -2 -4 -5 25 -7 16 9 24 11 12 -10 -14 -13 -16 -3 -18 19 -19 -20 -22 -21 -24 -9 26 27 -1 29 -28
right_child=1 7 3 4 -6 6 -8 8 10 -11 -12 14 13 -15 15 -17 17 18 20 22 21 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00015560535222401543 -0.0023016339981263997 0.00082604392437147351 0.00083600867463294419 0.00070152188730239603 -0.0023275766663077512 0.0013094892021810519 -0.00017665161594790536 0.00050366577682134448 0.0012352922087988329 -0.00067664000564668337 0.00016103456159125863 -0.0022458282645544444 0.00036076914441206677 -0.00221797403946878 0.0026695397303056678 -0.0014799410383165238 -0.002465656135557289 -0.0020238709910669855 0.0012499554555196514 0.0022873094031889587 -0.0019914782963605096 0.00046299417765122424 -0.0021956578053925367 -0.00017725100274527559 0.0017861680226791206 0.0008907165930109838 0.00022059782115881987 0.001742203543399459 0.00051868631366842053 -0.0028478832299797321
leaf_weight=149.89936341159046 2.1261563105508685 3.329327164286954 2.4105621539056301 1.303479760885238 1.8720652647316454 7.7376169785857183 3.4943255085963756 5.6257636720547435 2.9511471688747388 2.7366696160752317 71.821838419258711 3.0461244862526655 2.6994220220949501 2.0458722686162218 0.69289832562208209 1.69526891130954 2.0524398516863611 3.3268071443308207 4.6939468856726254 0.74253008887171645 1.9066009201342238 2.8873367400374264 1.4794588102959076 7.441634855720622 5.2416161766741425 6.9184271097183219 4.6707101156935078 2.4563866034150115 4.1443402245640755 2.8936649644747376
leaf_count=1725 45 181 17 5 48 50 37 40 26 38 1410 82 35 79 2 109 17 45 43 4 82 34 37 248 51 28 38 17 19 41
internal_value=0.000119762 -2.49997e-06 -0.000819648 -0.000255581 -0.00108421 0.000209759 0.000847142 4.73515e-05 0.000147037 0.000760374 4.88185e-05 -0.000564976 1.0616e-05 -0.000751023 -0.00138017 -0.000276019 -0.00030529 -0.000458835 -0.000275597 -0.000739164 0.000359099 -0.000513176 -0.000296889 -0.00051198 0.00112225 0.000167889 0.000137408 0.000181186 -0.00043223 -0.000953214
internal_weight=316.344 134.129 7.71226 5.58611 3.17555 182.215 11.2319 126.417 98.5566 13.604 84.9526 13.1307 7.69644 4.74529 5.43429 2.38817 27.8601 24.5308 22.4783 12.9904 9.48788 4.79394 9.66362 8.92109 10.8674 170.983 164.064 152.356 11.7087 7.56438
internal_count=4633 2678 115 70 53 1955 87 2563 1872 129 1743 333 140 114 193 111 691 510 493 334 159 116 289 285 91 1868 1840 1742 98 79
is_linear=0
shrinkage=0.00192234


Tree=676
num_leaves=31
num_cat=0
split_feature=0 3 2 0 1 1 2 3 2 2 4 4 4 3 4 4 1 4 3 0 0 3 0 4 1 0 0 3 3 0
split_gain=0.173437 0.205433 0.253524 0.358075 0.19675 0.287828 0.195418 0.436053 0.408507 0.209335 0.799008 0.22548 1.37534 0.872123 0.505029 0.458444 0.366161 0.782103 0.43723 0.434969 1.11886 0.755112 0.810966 0.755111 0.837119 1.03281 0.554808 0.346876 0.563399 0.391767
threshold=113.1679565431 -0.15544999999999998 -0.16262999999999997 119.82189041595002 93.155074220050025 93.840631043300007 0.63131000000000015 -0.16179999999999997 0.70691500000000018 0.27394500000000005 39.065416244600009 36.558960102350007 37.041406607950009 0.090465000000000031 36.257608591500009 36.859113051050009 71.246828915000023 34.424709467050008 0.094385000000000011 91.886121982450007 89.980005167950011 0.10487000000000003 89.237990724000014 35.476804824450006 61.076391807500009 83.479313408550013 94.047642319350018 -0.25587999999999994 -0.26568999999999993 85.968825637350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -3 -6 9 -8 -9 11 -11 14 13 15 16 -13 19 18 -18 20 21 22 23 24 25 -1 -21 28 29 -14
right_child=1 4 3 -5 5 -7 7 8 -10 10 -12 12 27 -15 -16 -17 17 -19 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.084642420170055951 0.058288083680973164 -0.078708809080995298 -0.08333098162252417 0.021521975773458654 0.077194711706846442 -0.074729649606540938 0.076612993496020659 0.046505109110363277 -0.045001737045090223 0.0025240100980388046 -0.083117096316927763 -0.035658720403072469 0.010834785192123523 -0.0096421227829987157 0.048555862350527966 -0.10629729094247377 -0.034252570360655238 -0.082683345721440454 0.042367042188880544 0.052180072834252182 -0.054584854378348001 0.051151790494116438 0.026881406246327493 0.043831452755181029 -0.095239410867295551 0.077548954426011618 0.0037353065798920292 0.0018296342559974486 -0.059299584451458082 -0.026259117109745649
leaf_weight=0.40795347321546316 0.2919062300643418 0.50045465159018832 0.31554751614748944 0.4179875796471606 0.13457606183510507 0.14095202918360883 0.60719769075512875 0.50739396296557859 0.57403864269144833 2.5597113496914967 0.78613306947227091 0.89314194343751241 3.6255029017120251 2.3553005857102107 1.6287995770398982 1.1738697458931708 0.75469383693962233 0.78116627621056967 0.9033243203884922 2.4892292916774741 1.6920054350048301 2.0153788737952709 2.5908818133175373 0.56582491565495718 1.1396853839978573 0.4624582901597023 2.7435275560710579 218.96805468794992 1.2770137350307766 2.7750104196602479
leaf_count=64 32 85 28 38 6 274 8 29 21 66 52 24 113 38 27 22 59 64 29 18 15 25 18 41 49 4 23 3258 23 80
internal_value=0.000869218 -0.0221043 -0.000277257 -0.023583 -0.0509482 -0.000525302 0.00103197 0.0262242 -0.00206793 0.000863557 -0.0175981 0.00111139 0.000484618 -0.0405529 0.00907983 -0.0757748 0.00519381 -0.0213877 0.00749146 0.00978993 -0.000228768 0.0125766 -0.0024701 -0.0319921 -0.0533357 0.00153144 0.0267805 0.00128534 -0.0142382 -0.00524767
internal_weight=256.079 1.80142 1.02544 0.733535 0.775983 0.275528 254.277 1.68863 1.08143 252.589 3.34584 249.243 231.068 4.42231 18.1749 2.06701 16.5461 2.43918 1.65802 14.1069 8.87419 7.18218 5.1668 2.57592 2.0101 0.870412 5.23276 226.646 7.67753 6.40051
internal_count=4633 463 98 66 365 280 4170 58 50 4112 118 3994 3558 84 436 46 409 152 88 257 216 201 176 158 117 68 41 3474 216 193
is_linear=0
shrinkage=0.0743015


Tree=677
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 2 0 3 2 1 1 1 1 4 1 1 0 2 4 3 1 0 3 3 3 3 0 2 1 1
split_gain=0.164763 0.775386 1.75074 0.922776 0.865475 0.794173 0.707276 1.71579 0.662104 0.468481 0.473872 0.461253 1.3282 1.81136 0.905977 0.923549 0.500539 0.407737 2.1786 1.16974 0.706748 0.705266 0.645376 0.583741 0.366923 0.826795 0.553718 1.12564 1.3123 1.01722
threshold=98.230883170350012 77.621163142300006 99.403050915200012 100.35207663525001 0.11296500000000002 -0.092614999999999989 97.491557184450016 0.089045000000000027 -0.094409999999999994 75.499969677400017 75.180043159850015 71.053259929650025 71.504920895500007 36.558960102350007 70.816675614150014 70.348883899450016 95.44832900530001 -0.117885 43.735142172100005 -0.20885999999999996 72.209296925700016 95.988709089550014 0.076835000000000028 0.082685000000000022 -0.245505 -0.15544999999999998 101.11291028615001 -0.078504999999999991 81.011308844800013 81.339300736700025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 4 -3 -4 5 8 11 -8 -2 10 -9 14 13 -13 15 -1 -17 18 -14 -20 -21 23 -23 -19 -5 -26 -27 28 -28 -29
right_child=1 2 3 24 -6 -7 7 9 -10 -11 -12 12 17 -15 -16 16 -18 21 19 20 -22 22 -24 -25 25 26 27 29 -30 -31
leaf_value=0.0016892131265077391 -0.036884941520239675 -0.10606027470441354 0.037266593184415248 -0.036595982699083436 0.01418461872503109 -0.077800209354121866 0.050592148722781387 -0.014966273773969817 0.033902740443243082 -0.036546691280871894 0.036603714695334424 0.046096129947779493 -0.087847489582271968 -0.076461285838218596 0.038789771215335708 -0.073835598905358207 0.012466530761168479 -0.0067809163284793467 0.069281040687501225 0.051450116899556177 -0.062863775225187865 -0.021297275470760685 0.01404610190080793 -0.077438261967075137 0.045184970728437968 -0.035925501926438883 -0.055139753386406205 0.030490902212938188 0.0011198093684662098 -0.01577112110139308
leaf_weight=176.01579581473197 2.7215035377303138 0.72488816481200302 3.6051758630201247 1.3136078585885176 2.1014473857358098 1.7329688611207519 4.6819257462630031 2.0240191076882188 0.85007204115390811 1.7989607620984314 1.5366695434786377 0.76245568739250602 1.531239254400137 2.631706225220114 3.1992896080482742 1.2222767181228835 0.45101501699537028 1.5624901303672261 1.1676366599276664 0.380903525277972 0.87230625294614583 3.1179242804646519 13.494702072814105 0.90529221281758498 1.9453939398226889 2.1800143965519885 2.9631979076803088 7.6548367609793662 6.4713539648200822 3.3495901808264534
leaf_count=2190 94 15 37 130 34 93 37 23 3 20 26 12 36 179 21 84 9 40 17 4 89 26 73 51 59 36 117 93 617 368
internal_value=0.000738223 -0.00354029 0.00143721 0.00408019 -0.0238428 -0.0389078 0.00147863 0.0196262 -0.0200367 -0.00742404 0.00728954 0.000599626 -0.0080408 -0.0489303 0.00186194 0.00119705 -0.0505739 -0.00201516 -0.0224842 0.0188596 -0.0281189 0.00222455 0.00741272 -0.0327012 -0.000543147 0.00138482 -0.00238231 0.0011954 -0.0165502 0.0164094
internal_weight=254.971 37.6141 30.2081 29.4832 7.40599 5.30454 217.357 10.0416 3.57158 5.35965 3.56069 207.315 26.4267 3.39416 180.888 177.689 1.67329 23.0325 3.95209 2.42085 1.25321 19.0804 16.6126 2.46778 25.878 24.5644 22.619 20.439 9.43455 11.0044
internal_count=4633 1696 1472 1457 224 190 2937 106 97 69 49 2831 527 191 2304 2283 93 336 146 110 93 190 99 91 1420 1290 1231 1195 734 461
is_linear=0
shrinkage=0.0700159


Tree=678
num_leaves=31
num_cat=0
split_feature=2 2 4 3 3 2 1 2 1 1 3 3 2 1 1 2 2 2 4 0 4 2 3 1 2 3 3 2 2 3
split_gain=0.165504 1.06964 0.788237 0.529776 0.754667 0.347823 0.416076 0.378403 0.496518 0.451333 0.210122 0.996136 1.10765 0.706753 0.664458 1.38369 1.1181 2.13846 1.3339 2.06507 1.13471 1.18229 0.7194 0.658025 0.522289 0.947881 0.74666 0.430227 0.650844 1.36182
threshold=-0.58319500000000002 -0.51760499999999998 49.960114208400007 0.12376500000000003 0.10787500000000003 -0.63026499999999996 67.923894665750012 -0.59614999999999996 75.629015667650023 78.27445846800002 0.10487000000000003 0.10685000000000001 0.20852500000000004 62.068432857650002 61.966271448700006 -0.16164499999999998 -0.033594999999999993 -0.063379999999999992 41.037275035300006 86.264556031700025 37.572218886150004 -0.117885 0.12001500000000002 65.765062787050013 -0.022394999999999998 0.11458500000000002 0.11071500000000002 -0.25105499999999997 -0.26416999999999996 0.084365000000000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 9 -9 -8 27 13 14 -12 22 -16 17 18 19 -17 21 -21 -13 -15 -18 26 -26 28 29 -3
right_child=1 10 -4 -5 -6 6 7 8 -10 -11 11 12 -14 23 15 16 24 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.020125393023161881 -0.07089555235600653 0.046189306760148346 0.069538947032501741 -0.035983612086424033 0.057731221473984143 0.054966870818429756 -0.0014111027862131098 0.012153475540492786 -0.06847570246767809 0.051070346490531514 -0.065718739548721469 0.033645869331513895 0.040171429587357504 0.023691823004400651 0.04798027659451657 0.026421222932812728 0.022603851672142274 -0.092653036972853695 0.015270390020657087 0.023769648043338008 -0.0927074452947656 -0.071275671043484756 -0.0073069133679362188 -0.042728213825256468 0.0013097953446392465 0.015644400853166263 -0.068155392855672153 0.0018761802694878605 -0.056234782921310178 -0.038937653339623617
leaf_weight=1.6599799899631751 1.3476800066200656 1.3754293384690757 0.19091469049453724 0.97083606850355941 1.402606022187683 0.86069812253117284 1.8020515162206705 0.72326937271282232 0.57248774531490199 1.1066467547780119 1.6986936964094628 3.6451864326372769 2.6328349089890244 1.171916773542762 1.6424948282656284 1.6829880326986328 3.5320006366819143 1.7669431144677243 3.69518958684057 1.0486438215302789 2.0596562070422806 1.1460430384290683 3.5353593975305557 1.3349891221569121 1.1581492668483355 3.0124991043703631 1.468073248695873 201.57106826124709 1.3334817244613066 1.8356508175493216
leaf_count=50 164 35 1 21 21 7 24 6 72 43 15 20 47 13 20 6 15 27 35 11 39 40 29 27 24 47 27 3608 85 54
internal_value=0.000612132 0.000292576 -0.0534699 0.00917779 0.0145722 0.00557087 0.0139922 0.00560422 -0.0234699 0.0185561 0.000633899 -0.0039089 -2.22701e-05 -0.033506 -0.00362253 -0.00915202 -0.0137139 -0.0272402 -0.0152412 -0.0342305 -0.0582239 -0.025862 0.0134827 -0.0116785 0.00309958 -0.00911757 -0.0375216 0.00143245 -0.018249 -0.0024745
internal_weight=252.984 243.886 1.53859 9.09858 8.12774 6.72513 5.06515 4.20446 1.29576 2.9087 242.347 36.2317 32.0261 4.2056 29.3932 22.2127 20.5702 11.3995 9.63252 5.93733 4.25434 2.19469 7.18055 2.50691 9.17072 5.63872 2.62622 206.116 4.54456 3.21108
internal_count=4633 4389 165 244 223 202 152 145 78 67 4224 442 387 55 340 291 271 158 131 96 90 51 49 40 113 98 51 3782 174 89
is_linear=0
shrinkage=0.0646839


Tree=679
num_leaves=31
num_cat=0
split_feature=0 0 0 2 3 1 3 3 0 0 0 3 2 2 0 4 3 3 3 2 1 2 3 0 3 0 1 0 4 4
split_gain=0.773943 1.25355 1.24809 1.91314 1.41722 1.14225 1.20724 1.33768 1.05971 2.07165 1.78226 1.30861 2.11171 3.13317 3.71454 2.52708 2.43768 2.10735 1.81167 1.71338 1.60206 1.59647 1.54876 1.51127 1.46658 1.35932 1.61798 1.28591 1.21748 1.10469
threshold=93.972365491700018 93.843319501450011 94.625660817400004 -0.14907499999999999 0.098510000000000028 69.873026810350026 -0.10696499999999999 0.096915000000000015 86.09518316945001 86.103248543850015 86.036037090600004 0.08079500000000002 -0.083834999999999993 -0.06828999999999999 86.780739992750014 40.574766824850009 0.096480000000000024 0.083395000000000011 0.10214000000000002 -0.08725999999999999 62.132955852800002 -0.094409999999999994 0.085910000000000028 87.028078140750011 0.079220000000000027 88.729872137350014 65.571493801650021 88.729872137350014 39.427119987250002 41.965446242000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 8 -7 -8 10 -10 29 24 19 14 -14 -16 17 -15 -18 21 -19 22 -13 -24 -11 -22 -27 -25 -20 -1
right_child=2 -3 -4 4 -6 6 7 -9 9 11 -12 12 13 16 15 -17 18 20 28 -21 25 -23 23 27 -26 26 -28 -29 -30 -31
leaf_value=0.00026410424858063186 0.00069201427319222006 0.0012311417055135359 5.0805775469510585e-05 -0.0019255793645080945 0.00078994150626206943 0.00065649741554612759 -0.0023362501477306348 0.00010766919687460092 0.0020915481306872236 0.00044083575618493497 -0.0022063958772573201 0.0012636899855530705 0.00012099772657637714 0.0011312141644580587 -7.2487397337247738e-05 -0.0025241021721735227 0.001770209500338471 3.4383858297526679e-05 0.001277087717827652 0.0015865936016593947 -0.0028031100219661977 -0.00042292092626604349 -0.00038151046163734451 0.0014776059299265814 0.0016302273235048173 0.00069154600934710341 -0.0018908724430230755 0.00021926638188772478 3.714223918066022e-05 -0.00024127475353906365
leaf_weight=39.695537222723942 2.3258786218357272 4.4294864863622925 92.527748859361964 4.2354592141928142 0.89506196172442276 1.6621790993958709 2.1650877386564384 1.4296574427280573 2.4612984359264365 22.775343833025548 1.3699423391371954 8.4301635250449198 7.6793495267629606 2.6134484708309165 2.2920384332537651 5.4846024736762047 4.299957416951659 4.5692867003381235 4.03222178667784 4.7749866470694533 2.0476962029933929 8.2548247426748258 8.3448389284312743 4.9307471252977839 4.831293048337101 1.5875839926302435 2.2615578705444932 8.5129620227962715 12.428656166419385 28.617117361485725
leaf_count=576 68 35 2257 93 18 23 80 18 22 174 12 46 33 10 14 60 24 25 24 16 20 46 40 28 87 12 43 64 75 590
internal_value=0.000129706 0.000199548 -1.13836e-05 -0.000783102 -0.00145183 0.000176418 -0.000725337 -0.00136428 0.00020107 0.000310801 7.98674e-06 0.000274323 0.000162559 -0.000114868 -0.000846316 -0.00180153 0.000219208 -0.000443812 0.000636918 0.000478782 -0.000837104 0.00034129 0.000550049 0.000273936 0.000648985 -0.00151239 -0.00082575 0.000680787 0.000340877 5.2394e-05
internal_weight=301.966 201.982 99.9841 7.4564 5.13052 197.552 5.25692 3.59475 192.295 122.613 69.6826 120.152 92.5449 49.2964 15.456 7.77664 33.8404 13.0796 20.7608 43.2485 10.4661 38.4735 30.2187 21.7885 27.6066 5.89684 3.84914 13.4437 16.4609 68.3127
internal_count=4633 2197 2436 179 111 2162 121 98 2041 863 1178 841 580 340 107 74 233 110 123 240 100 224 178 132 261 75 55 92 99 1166
is_linear=0
shrinkage=0.00196078


Tree=680
num_leaves=31
num_cat=0
split_feature=0 1 0 3 3 3 0 1 1 0 3 0 0 1 1 1 0 3 3 1 0 1 3 3 0 3 4 0 4 2
split_gain=0.815255 1.31917 1.70751 1.31007 1.56327 1.71601 1.29453 1.04475 1.83618 2.0836 2.82352 2.49178 1.56061 2.94747 1.12174 1.9531 1.0362 0.829071 0.791372 0.721535 1.1783 1.11158 0.937677 1.03922 0.984108 1.34304 0.970007 0.796178 0.876102 1.32225
threshold=98.230883170350012 77.621163142300006 99.403050915200012 0.087700000000000014 0.088755000000000014 0.10821500000000002 99.403050915200012 74.927328095600004 71.053259929650025 95.988709089550014 0.076615000000000016 96.978061681550017 96.978061681550017 75.629015667650023 70.816675614150014 70.348883899450016 100.35207663525001 -0.222165 0.089045000000000027 78.728807892050014 101.61296349840002 79.728914316550018 0.076130000000000017 0.077990000000000018 102.11570516885001 0.093635000000000024 39.065416244600009 108.22925895745001 48.553014326500012 -0.0057149999999999996
decision_type=2 2 2 2 2 2 2 2 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 -7 8 14 10 17 -11 13 -9 15 -1 -4 -10 -14 20 -18 -21 -23 -24 25 -25 -26 28 29 -28
right_child=1 2 16 4 5 6 -8 12 9 11 -12 -13 18 -15 -16 -17 19 -19 -20 21 -22 22 23 24 26 -27 27 -29 -30 -31
leaf_value=0.00019671204041064511 -0.0020958355455242086 -0.0028992672255732199 0.00098262945170833681 0.0014753038643588161 -0.0019515234297286497 0.0010986459530666081 -0.0011770342138579066 0.0006959711725802914 -0.00098901777936635034 0.00048759168241891722 -0.0021398574075309146 -0.0014949895736543961 0.0013880822658657609 -0.0022687943588161866 0.0012321089430189756 -0.0015703949195129412 -0.00068336022760067186 0.00087347597117634743 0.0004808159941246049 -0.0015227561331405306 0.0011453854682561574 0.00052565016875629562 -0.0021017569009576789 -0.0016930770388802062 -0.0020145176070499936 5.9116051956804969e-05 -0.00057985568070316375 -0.000771535278398816 0.0018492864886853295 0.00097846020395494864
leaf_weight=206.86597084641107 2.1212808754062271 0.7373074337374409 4.6627115751616648 1.4558574804104845 2.7558672176674008 2.129898495972157 1.7512747589498756 4.0309053042583427 1.5482730907388034 11.500302944332359 4.8455621092580259 3.0927477097138754 7.4612580570392293 1.8954615019029004 3.9407199523411682 2.4329647950362405 1.9310902639990661 2.2604311414761487 7.3253181192558259 2.0305728171952095 4.5375307245412841 8.515308568763432 1.0995097849154287 3.1240055505186346 0.73592892280794231 3.6432127724401653 3.7882527946494511 2.1802428610244524 1.634467739611863 4.6792995601426801
leaf_count=2195 115 15 37 6 54 16 33 26 23 63 216 37 38 118 22 98 24 38 63 47 52 335 106 95 246 37 119 311 18 30
internal_value=0.000129808 -9.03831e-05 5.91403e-05 -0.000724235 -0.000364716 -0.000768331 7.18067e-05 0.000175622 0.000138637 -0.000384639 -0.00114691 6.74175e-05 0.000597885 -0.000252266 0.000195685 0.000176171 0.000110389 0.000116355 0.00093862 3.0786e-06 0.000599446 -0.000119657 -2.27497e-05 -0.000246346 -0.000143238 -0.000749763 0.000172051 0.000303066 0.000534989 0.000281294
internal_weight=310.714 53.5136 43.2994 10.2142 8.0929 6.63704 3.88117 257.2 236.487 23.2473 8.65427 14.5931 20.7129 5.92637 213.24 209.299 42.5621 3.8087 14.7866 37.8994 6.46862 31.4308 29.4002 20.8849 19.7854 6.76722 13.0182 12.2823 10.102 8.46755
internal_count=4633 1696 1472 224 109 103 49 2937 2692 377 277 100 245 144 2315 2293 1457 61 101 1420 76 1344 1297 962 856 132 724 478 167 149
is_linear=0
shrinkage=0.00196078


Tree=681
num_leaves=31
num_cat=0
split_feature=0 0 0 2 0 1 0 0 0 3 2 2 0 4 3 3 3 2 3 2 3 4 2 2 3 1 2 3 4 2
split_gain=0.888883 1.4001 1.11143 1.9983 1.13694 1.11111 1.15623 2.18936 1.61729 1.32534 1.58511 2.94302 3.32471 3.35635 2.3207 2.22346 1.71469 1.59823 1.55562 1.47759 1.45332 1.62189 2.03038 1.54748 1.47679 1.38883 1.15916 1.23209 2.16288 1.14182
threshold=93.972365491700018 93.843319501450011 94.625660817400004 -0.14907499999999999 94.109476856350014 69.873026810350026 86.09518316945001 86.103248543850015 86.036037090600004 0.08079500000000002 -0.083834999999999993 -0.06828999999999999 86.780739992750014 37.892416320650007 0.096480000000000024 0.083395000000000011 0.10214000000000002 -0.08725999999999999 0.079220000000000027 -0.094409999999999994 0.085910000000000028 36.558960102350007 -0.16164499999999998 -0.26416999999999996 0.093745000000000023 62.132955852800002 -0.06828999999999999 1.0000000180025095e-35 40.574766824850009 -0.13867499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 6 8 -8 -1 18 17 12 -12 -14 15 -13 -16 19 26 20 29 -22 23 -23 -24 -17 -9 28 -28 -11
right_child=2 -3 -4 4 -6 -7 7 9 -10 10 11 14 13 -15 16 25 -18 -19 -20 -21 21 22 24 -25 -26 -27 27 -29 -30 -31
leaf_value=5.4485217233175198e-05 0.00070596980100949959 0.0012730042156797079 4.7503651739885831e-05 -0.00035917088936242389 -0.0022062392191042873 -0.00070595265558613294 0.0020631474755836718 1.0245407822949923e-05 -0.0020312650123001223 0.00033495424964523194 0.00012623267407095614 0.0011679531280242897 0.00065694118438835904 -0.002384517702974146 0.0017241254001465877 9.2082477406195607e-06 0.0003644321999355309 0.0015077382791503107 0.0016191827170636058 -0.00041812779293647062 0.0015912394520868657 -3.4642451324587882e-05 7.9267620151148951e-05 0.0019283945147743299 -0.0012892013412093616 -0.001425620278514483 0.001125628985700016 0.0018538807165070098 -0.00094818713257323025 0.0017541477703658026
leaf_weight=68.613176852784818 2.4386589100467972 4.4836408469127482 97.479164838934594 2.1552762691862872 2.8731801036046818 5.0223239459737661 2.612605392932891 11.747057194123048 1.4018696006387461 3.5521677173674107 7.592913839966057 2.6754073277115813 1.7469376251101492 5.7671964168548584 4.3402600586414364 4.4089429602026922 16.295484626665711 4.6236330643296233 4.9998060632497063 8.0968004539608938 2.8526696339249638 2.9108391236513853 8.4593317210674268 3.027339160442355 4.4455617219209662 5.7364125796593726 5.9478540569543821 3.3289621556177744 2.7030416969209909 5.1067329496145266
leaf_count=1166 68 35 2257 17 94 121 22 91 12 18 33 10 10 64 24 25 99 16 87 46 16 30 38 20 28 75 34 23 26 28
internal_value=0.000136331 0.000210743 -7.24942e-06 -0.000722021 -0.00141456 0.00018669 0.00020992 0.000322189 1.27235e-05 0.000284401 0.000171461 -6.66491e-05 -0.00077089 -0.00167742 0.000251346 -0.000390975 0.000650413 0.000439911 0.00064468 0.000311509 0.000506132 0.000240401 3.58961e-05 0.000966132 -0.000392151 -0.000802076 0.00043933 0.000860076 0.000477649 0.00117195
internal_weight=307.445 202.499 104.946 7.46712 5.02846 198.015 192.993 122.978 70.015 120.365 91.6386 48.5636 15.107 7.51413 33.4565 12.8208 20.6357 43.0751 28.7267 38.4514 30.3546 21.6957 18.8431 5.93818 12.9049 10.1454 23.7269 11.9799 8.6509 8.6589
internal_count=4633 2197 2436 179 111 2162 2041 863 1178 841 580 340 107 74 233 110 123 240 261 224 178 132 116 50 66 100 174 83 60 46
is_linear=0
shrinkage=0.00192234


Tree=682
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 0 2 2 1 0 4 0 0 2 2 4 2 4 0 2 3 2 0 1 3 1 0 2 3
split_gain=0.854868 2.11657 2.22847 1.98511 1.4816 1.34209 2.50454 1.16781 1.23439 1.05806 1.35389 1.03437 0.91235 2.45537 1.03412 3.79317 3.16431 2.0998 2.0674 1.89521 1.78872 1.4254 1.41478 3.65923 1.6213 1.36261 0.933293 1.01825 0.897751 1.73383
threshold=66.859265246100009 90.321439350550008 65.765062787050013 90.767723400200012 91.886121982450007 91.886121982450007 90.321439350550008 0.20852500000000004 0.18839000000000003 67.606656606400023 89.237990724000014 43.321682097200004 86.09518316945001 86.103248543850015 -0.06828999999999999 -0.077085000000000001 42.283941020600004 -0.053874999999999999 41.319407281650008 87.345316200150009 -0.079369999999999996 0.096480000000000024 -0.083834999999999993 86.866770652900016 62.00390986255001 0.082325000000000023 62.041548276350007 87.028078140750011 -0.086139999999999994 0.10487000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 9 8 12 -2 -11 -8 28 -14 15 20 17 -16 -17 21 22 -19 24 -24 -15 -26 -27 -28 -1 -30
right_child=5 3 -4 4 -6 -7 11 -9 -10 10 -12 -13 13 14 16 18 -18 19 -20 -21 -22 -23 23 -25 25 26 27 -29 29 -31
leaf_value=0.0001768345864112658 0.0018291844719124446 0.0017183266580461487 -0.0019122895491015251 0.00093619606309708011 -0.00094885714456858724 4.103050766887265e-05 -0.0024935631635244196 0.0011593496518732902 -0.0013789574072437787 -0.0025238359812655531 0.00094362908502153319 -0.00022573508923573959 0.002016970141503632 -0.00068243114359620681 0.0017818799135149474 -0.00027461506637118435 -0.00061400756646878677 -0.00063239581836604703 -0.0026719505139880281 0.0012491691560827922 0.001509225307322167 0.00069884293928093404 0.00038277470912436427 -0.0018871874149074476 -0.00036286850638651033 0.0014216417054879033 -3.6887441120006788e-05 0.0007964380237720476 -5.5615624614032285e-05 -0.0013084454122997849
leaf_weight=40.990046138962491 1.1991988159716123 6.0799030214548093 1.8534714151173819 3.8180354982614517 2.4194096056744456 120.19826779885807 2.6413657895755027 4.0977999971946693 1.8766685687005509 0.68461758166085906 0.96193841763306409 0.9791686797980218 2.8088264167308798 5.1085277013480654 6.0427315011620584 2.5542004555463782 7.0648745857179156 5.7928832173347491 2.5565593391656876 7.3828582279384127 3.6007759869098654 5.6365249678492546 6.7097631096839887 4.0418230593204498 5.8643209449946871 4.5134959816932705 8.3744346387684363 13.774972967803476 24.634026693733187 4.6668797889724365
leaf_count=731 7 42 22 21 40 2586 52 45 23 37 24 24 22 27 29 14 47 31 29 57 60 29 25 39 38 20 39 75 352 46
internal_value=0.00011496 0.000197607 0.000142931 0.000951992 0.000205013 -3.96514e-06 -0.000840364 0.000165592 0.000140761 0.000482616 -0.0004981 -0.00188023 0.000158353 0.00028205 0.000227307 7.54304e-05 0.000498988 0.00081535 -0.00147384 0.000504888 0.000227733 2.41177e-05 0.00013237 -0.000470568 0.000304614 0.000459633 0.000640537 0.000481367 -3.24276e-06 -0.000255159
internal_weight=308.928 182.264 169.946 12.3173 6.23745 126.665 6.46629 168.093 163.995 2.84575 1.64656 3.62053 162.119 91.8276 89.0187 57.0989 31.9199 24.855 5.11076 18.8123 51.9881 11.4294 48.3873 10.7516 37.6358 32.5272 26.6629 22.1494 70.291 29.3009
internal_count=4633 1903 1800 103 61 2730 144 1778 1733 68 61 76 1710 581 559 366 193 146 43 117 323 60 263 64 199 172 134 114 1129 398
is_linear=0
shrinkage=0.00188464


Tree=683
num_leaves=31
num_cat=0
split_feature=0 2 2 0 3 4 4 2 4 3 3 2 3 3 4 4 1 1 4 2 4 0 3 3 4 4 2 2 4 1
split_gain=0.193237 0.532342 0.184396 0.580811 0.672757 0.498411 0.473084 1.56857 1.7433 1.33003 1.44927 2.11354 1.5761 1.41732 1.24706 2.13057 1.79654 1.97949 1.2707 1.43393 1.43932 1.1024 1.01518 2.04849 0.968204 1.04636 1.2249 1.43549 1.44259 1.07967
threshold=71.096275259750016 0.11061500000000003 -0.11534 84.226704768850013 0.096715000000000009 33.036871954450007 41.489621506400006 -0.088274999999999992 41.542492784600007 1.0000000180025095e-35 0.083395000000000011 -0.083330000000000001 0.085235000000000019 -0.15544999999999998 44.202975721700007 43.663128814500006 61.923256118600001 61.998532946250002 43.219899330700009 -0.09715 42.498713093000006 86.780739992750014 0.082535000000000011 0.081515000000000018 41.685324604100011 41.835830569250014 -0.082654999999999992 -0.080869999999999997 43.182896969600009 61.987779113750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 -2 -5 14 -9 13 22 21 -13 -10 15 16 -8 -18 19 -19 -21 -12 23 -11 -14 -26 -27 28 -28 -29
right_child=2 -3 3 6 -6 -7 7 8 9 10 11 12 24 -15 -16 -17 17 18 -20 20 -22 -23 -24 -25 25 26 27 29 -30 -31
leaf_value=-0.073773014512670307 -0.071496807519326688 0.053919010367914237 -0.052572111625391195 0.0036242376313684399 -0.0028421371646638245 0.0045166013794124297 0.065560073405437166 -0.08146734722885185 -0.0053086044814423033 0.023246556880198464 0.002766073692836022 -0.080772328058950682 0.032373172093699325 -0.079193818017742584 0.020250236236046756 -0.096793333054293038 -0.1031188359904317 0.00084828402236542227 0.022695411960545891 -0.024486054058154492 -0.093138466613865017 0.04664261200382485 0.050178581625677877 -0.070124939450380883 -0.06495751599223995 0.042762594586739811 -0.086502753750456449 -0.057913053207566768 0.016454085644533149 0.00021931085428179435
leaf_weight=0.48159397704875928 0.39303582272441318 0.21337317302823067 2.0269367804867207 101.01576207088601 3.141439629253 64.666938951962948 1.0745714344084323 1.1110998817748612 3.8548270094324835 9.4702759658393898 4.8662826716899783 1.3253173656121457 2.7355852219043326 1.6919141692051187 3.0707977504644068 1.7454946911893774 1.3226852323859919 4.5410787985747447 2.8904404469649299 3.8284163102507573 2.1652745138853788 5.5524136445019394 4.7417790155741377 1.1988467360861239 1.4653802092070716 2.0976549086044569 2.0221160744840776 1.573406913550573 0.88657942949794222 18.000761280207371
leaf_count=186 109 2 118 1236 46 1686 5 20 73 166 29 44 43 47 40 46 23 48 32 54 44 48 25 18 18 10 58 26 8 325
internal_value=0.000869607 -0.0345682 0.000966387 -9.52962e-05 -0.0223453 0.00405739 0.000528839 -0.00322789 0.00207698 0.00358676 0.00670365 2.3691e-05 -0.00901721 -0.0278457 -0.0193168 -0.0262329 -0.0184488 -0.02457 -0.0168311 -0.0276761 -0.0492874 0.0261491 0.0242697 0.0127548 -0.00571307 -0.00971324 -0.00641982 -0.0110086 -0.0551212 -0.00445347
internal_weight=255.172 0.694967 254.477 189.417 5.16838 65.06 184.249 83.233 62.5942 61.4831 55.9364 40.5255 30.1068 5.54674 20.6388 17.568 15.8225 14.7479 13.4252 10.5348 5.99369 10.4187 15.4109 10.6691 28.7815 26.0459 24.5805 22.4829 2.9087 19.5742
internal_count=4633 188 4445 2650 164 1795 2486 1250 958 938 818 609 532 120 292 252 206 201 178 146 98 77 209 184 488 445 427 417 66 351
is_linear=0
shrinkage=0.0672971


Tree=684
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 3 4 2 2 1 3 4 4 1 4 0 1 0 3 1 2 1 3 3 3 3 0 4 4 3
split_gain=0.190731 0.701367 0.457796 1.30996 1.76689 1.24727 1.1929 1.16806 1.08006 0.870293 0.814915 0.781314 1.24961 0.814157 3.63332 1.20998 1.95542 1.32797 1.08398 0.948963 0.752933 0.760186 1.33054 2.50592 2.2392 1.77341 1.52976 1.3375 1.17974 0.905028
threshold=69.873026810350026 91.886121982450007 -0.10290999999999999 62.00390986255001 61.885617704800005 0.098085000000000019 37.688226470200007 -0.11051999999999999 -0.26416999999999996 69.545034918450014 0.085855000000000029 38.396531328800009 38.911218973650008 66.859265246100009 40.099856909850011 90.321439350550008 63.452988794850008 90.767723400200012 0.080110000000000028 62.907231794400012 -0.099379999999999996 62.009286778800011 0.08673500000000002 0.083395000000000011 0.087795000000000026 0.088890000000000011 86.135510041400025 42.684965421050009 43.735142172100005 0.082535000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 6 10 9 -6 -8 -5 -4 -13 15 -15 16 19 -17 -18 20 -14 28 23 26 -24 -26 -23 -28 -22 -29
right_child=1 -3 11 5 8 -7 7 -9 -10 -11 -12 12 13 14 -16 17 18 -19 -20 -21 21 22 24 -25 25 -27 27 29 -30 -31
leaf_value=0.0012655578165554843 -0.079099551785010158 -0.0013194798134396905 0.013671460439585578 -0.051161439686573933 0.01079860792665128 -0.014316943412772374 0.017413359529065364 0.070669438020012604 -0.091526583791114849 0.06753275693105798 0.017731385357119839 -0.053512549051949264 -0.036711707344240958 0.044294591124391304 -0.086511631662482338 0.072641374709317752 0.017514975678766441 -0.00019453866937847069 -0.08801346250041675 0.046054049187398506 0.0036117445371594671 -0.045698307419223191 0.05809024485812532 -0.075187109203746189 -0.051581586921961228 0.002606262322957866 -0.01652423912991325 0.012368204497139094 0.047513294866513511 0.080871003552077173
leaf_weight=12.84780188371951 0.54974343423964356 86.287818231694473 16.571406671195291 1.6647555060189945 0.67564759403467212 5.5156747791916123 19.942084203707061 2.5449121892452231 1.7320001859334286 1.7780284225009371 1.5738657796755431 2.2052351497113696 2.7182748229242852 1.7331978697329748 2.3669790588319302 2.2137472666800013 0.60871265339665059 2.5245487240608782 1.860391177178826 2.0537064564414313 33.499680478191294 3.5892582270316771 3.0700957849621799 3.3060986634809515 3.2204352295957532 24.45998513395898 4.8805214725434762 2.4973057582974438 3.1558784418448331 1.4285808205604551
leaf_count=337 65 2469 152 40 3 44 275 11 123 11 15 22 21 23 45 18 16 34 48 22 360 47 28 38 32 178 40 63 49 4
internal_value=0.000795435 -0.00181188 0.00215741 0.00778835 -0.00884722 0.0154743 0.0214487 0.0266714 -0.0628115 0.0215162 -0.0176817 -0.000146957 -0.00240541 -0.00126915 -0.0312181 2.22608e-05 -0.00175101 0.0338346 -0.0619973 -5.8306e-05 -0.00116171 1.04788e-06 -0.00583074 -0.0220885 0.00247074 -0.00369814 -0.00792632 0.00746854 0.00739147 0.0372955
internal_weight=253.076 86.8376 166.239 48.2748 15.2554 33.0193 27.5036 24.265 2.40765 21.7201 3.23862 117.964 101.393 99.1874 4.10018 95.0872 90.3489 4.7383 2.4691 87.8798 85.8261 83.1078 46.4523 15.7018 30.7505 27.6804 12.3957 8.80641 36.6556 3.92589
internal_count=4633 2534 2099 859 463 396 352 297 126 286 55 1240 1088 1066 68 998 946 52 64 882 860 839 430 192 238 210 154 107 409 67
is_linear=0
shrinkage=0.0686431


Tree=685
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 0 0 2 4 2 4 2 1 0 2 2 0 3 1 0 2 3 1 0 4 1 0 3 2
split_gain=0.780224 1.8372 3.13366 2.25229 1.12852 0.911385 0.910417 1.54276 0.794262 3.05667 3.0015 2.22028 1.87485 1.52201 1.47909 1.24275 1.28331 3.58586 1.25158 0.892994 0.858321 1.28248 0.858191 0.79394 2.00039 1.117 1.04879 1.92196 0.798562 0.919632
threshold=66.859265246100009 90.321439350550008 91.886121982450007 65.765062787050013 0.20852500000000004 0.18839000000000003 86.09518316945001 86.135510041400025 -0.06828999999999999 42.283941020600004 -0.077085000000000001 41.319407281650008 -0.059424999999999999 61.966271448700006 87.345316200150009 -0.079369999999999996 -0.083834999999999993 86.474255765850003 0.082325000000000023 63.23522368630001 86.393602021950016 -0.088465000000000002 0.11148000000000002 68.20618276945001 90.60910437050002 39.852039223600009 68.846035804500005 91.886121982450007 0.25799500000000009 -0.059424999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -8 10 12 13 -12 -10 -9 -14 16 18 -18 -15 -16 -20 -22 -11 24 -2 -26 -25 -28 29 -29
right_child=23 2 -4 -5 -6 -7 7 8 9 22 11 -13 14 15 19 -17 17 -19 20 -21 21 -23 -24 26 25 -27 27 28 -30 -31
leaf_value=-5.8900543212863746e-06 0.0010406138845949066 0.0014147473445674328 -0.00097817799324583063 -0.0019829617483321884 0.0011163491605234543 -0.0012166132248588187 0.0012189771470207846 -0.00085252475375306692 0.0021266982651525429 -0.0012876342464359619 -0.00012728664682821772 -0.002702275532939646 0.00016227321346873081 -0.00036655661693688312 0.0017188131550373742 0.0014983815913291877 0.0009773472460001618 -0.0016890794888472789 -0.0002189564812595687 0.0003235068206654735 0.00053786069372478446 0.0017973956842411115 9.794330275833062e-05 0.00090913703119335592 -0.0003171528203609631 -0.0020872097076858978 -0.0023341064563965432 -9.5261394142269476e-05 -0.0013017796410990617 0.00024585365195606317
leaf_weight=70.362115344032645 1.9654064588248719 9.7059926465153676 2.5546159124933174 1.8176729213446368 4.5161967913154504 1.8041103556752194 6.11037553846836 4.4065075740218154 3.3595533818006578 3.7391652539372435 2.6130440831184378 2.35051379352808 12.284536451101305 6.254312296397976 4.9763657785952082 3.1381560117006293 3.4240165874362054 4.0901202782988548 4.1003756001591709 2.5705494061112404 18.822758302092552 3.550941780209544 2.9592152200639248 4.9278201172128311 2.5505145490169525 2.7250898294150829 1.2848568934277853 69.724881412097602 1.6428234988707107 50.257566967709863
leaf_count=1129 14 63 40 22 45 23 37 29 15 31 14 29 64 40 37 60 13 35 22 24 103 13 15 32 21 64 73 1663 51 812
internal_value=0.00011484 0.000197885 0.000916158 0.000145231 0.000168614 0.000142015 0.00015742 0.000286894 0.000217976 0.00046834 7.6116e-05 -0.00134668 0.000798725 0.000223899 0.00057376 0.00033324 0.000242381 -0.000474051 0.000406867 0.00124356 0.000589583 0.000737762 -0.000675513 4.47802e-06 -0.000614763 -0.00123147 3.95532e-05 4.68904e-06 2.93962e-05 4.76229e-05
internal_weight=314.59 179.511 12.2606 167.251 165.433 160.917 159.113 88.7505 82.6401 29.8894 52.7507 4.96356 23.191 47.7872 19.8315 43.3807 40.2425 7.51414 32.7284 7.54692 26.4741 22.3737 6.69838 135.079 7.24101 5.2756 127.838 122.91 121.625 119.982
internal_count=4633 1903 103 1800 1778 1733 1710 581 544 186 358 43 140 315 125 286 226 48 178 61 138 116 46 2730 99 85 2631 2599 2526 2475
is_linear=0
shrinkage=0.00192234


Tree=686
num_leaves=31
num_cat=0
split_feature=4 0 4 1 0 4 1 0 4 2 0 0 1 3 3 3 3 3 1 4 1 1 1 1 0 0 4 1 0 3
split_gain=0.198571 0.535186 0.495912 0.642861 0.470359 1.33958 2.16871 1.09281 0.792421 1.07549 0.901049 1.51756 0.805655 0.702691 0.654065 0.998049 0.760684 1.79327 0.67338 0.762016 0.557838 0.694841 1.95808 0.931244 1.30987 0.552192 0.503842 0.431586 1.45155 1.66129
threshold=42.154118731400011 103.57284947555002 42.027798546600003 62.907231794400012 86.393602021950016 42.686561923500008 61.923256118600001 86.866770652900016 42.720329370750001 -0.077085000000000001 85.799452775150016 85.398872513700013 61.86411003975001 0.083395000000000011 1.0000000180025095e-35 -0.144095 -0.25098999999999999 -0.53179999999999994 61.923256118600001 43.968221017800005 62.00390986255001 62.079186690200011 62.095317438950012 62.154463517850012 87.842680954300008 86.681267041950008 43.847983878700006 58.309968391300011 85.121961326250016 0.093325000000000033
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 -4 5 6 -2 25 -7 10 11 14 26 -13 15 16 17 -10 -16 -20 -9 -22 -23 -24 -25 -6 -11 -1 29 -29
right_child=4 -3 3 -5 7 8 -8 20 9 12 -12 13 -14 -15 18 -17 -18 -19 19 -21 21 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.028567951155150956 0.036983217459511122 -0.033162544843677741 -0.0003574761609059656 0.045523801362106493 0.0058275579682537564 0.058503863749749911 -0.071312241800448886 -0.049886949704646612 0.037111735738514486 -0.078404639232637491 0.020738899042312187 -0.021858158050128178 -0.086572528244195673 -0.083752882104186424 0.056643386032006124 -0.077778426073008819 0.038540178714218686 -0.089249393407490732 -0.085511400160601589 0.036415585712035924 0.042657058893384718 -0.11774335344992327 0.08029031376432523 -0.082742187575967213 -7.6642719949883756e-05 0.046055812504680001 0.044262159924597352 -0.08876230024162679 0.0028668881063857259 -0.0075723733800448197
leaf_weight=3.1733185143384608 1.3220406808104623 2.2277755794652867 3.2483985032886258 3.2335126399993896 3.2774538807570925 1.0865940302610422 3.8064843718893826 1.2632361650466908 1.2580063317727839 0.26276313741254442 7.1863391986116758 2.2263223128393288 1.4092694557621142 1.7293556991498915 2.0548858135007326 0.9457203861675233 1.9520512558519842 1.1324091835413128 0.46027348376810528 0.66492310725152493 1.8722108900547016 0.77076587453484435 0.74181327223777671 1.0413642792409508 43.70009285811102 4.0454888716340065 0.54871477690176107 1.9502914853364917 149.1623674215225 4.2549407711921958
leaf_count=139 31 640 26 32 29 4 83 15 20 41 46 40 48 41 19 70 18 32 14 60 7 14 3 24 1260 66 39 216 1497 59
internal_value=0.00084699 0.00230263 0.0027814 0.0225305 -0.00202537 -0.0097419 -0.0433956 0.00179071 -0.00221085 -0.00523279 0.00020812 -0.0116674 -0.0532787 -0.0489175 0.00573274 -0.00996642 0.00480196 -0.0227492 0.031839 -0.0134599 -0.00210292 -0.000848667 -0.00260964 -0.000658564 -0.0020007 0.0280513 0.00454165 0.00197397 0.0014308 -0.0330902
internal_weight=252.009 167.251 165.023 6.48191 84.7586 28.0462 5.12853 56.7124 22.9176 21.831 19.6103 12.4239 2.22075 3.95568 8.46827 5.28819 4.34247 2.39042 3.18008 1.1252 49.3895 48.1262 46.254 45.4833 44.7415 7.32294 0.811478 158.541 155.368 6.20523
internal_count=4633 2609 1969 58 2024 606 114 1418 492 488 360 314 128 81 233 140 70 52 93 74 1323 1308 1301 1287 1284 95 80 1911 1772 275
is_linear=0
shrinkage=0.0728446


Tree=687
num_leaves=31
num_cat=0
split_feature=0 1 2 2 4 0 1 4 2 2 4 3 1 1 0 4 0 4 1 1 3 2 2 2 4 0 0 0 2 0
split_gain=0.947847 1.47781 1.75279 1.386 1.39587 1.37332 1.65487 1.38773 1.36491 2.3777 2.15998 1.2509 2.10999 2.71297 1.56346 1.50903 0.94025 0.882831 2.69879 2.10337 1.86786 0.999563 1.26813 2.07977 2.58914 1.87322 4.24788 1.38261 1.46509 1.28129
threshold=91.437149474700007 68.20618276945001 -0.084729999999999986 -0.017745 38.238138001450004 90.321439350550008 66.52858489605002 42.154118731400011 -0.075639999999999999 -0.078549999999999995 42.498713093000006 0.12376500000000003 62.132955852800002 62.111448187750007 87.525442894850016 43.847983878700006 75.994645973400011 38.396531328800009 63.910026677050006 62.154463517850012 -0.10978499999999999 -0.027754999999999998 -0.086139999999999994 -0.076544999999999988 41.542492784600007 85.662341410450011 80.503190258150013 86.264556031700025 -0.053874999999999999 85.931187223550012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 7 -7 16 9 10 -9 12 13 14 15 -10 -1 -18 19 21 -20 22 25 24 -24 26 -19 28 -25 -27
right_child=1 -3 3 4 -6 6 -8 8 11 -11 -12 -13 -14 -15 -16 -17 17 18 20 -21 -22 -23 23 27 -26 29 -28 -29 -30 -31
leaf_value=-0.0010681934590982438 -0.0023753246140298273 5.0982740687508852e-05 0.00086315440003754853 0.00034290015072755559 -0.0023598771997356254 0.0014109733401086475 -0.00023229773233900429 -0.0015616764601065296 -0.0024653776470179747 0.0018155438475691104 9.525569432193989e-05 0.00051636937829127323 -0.0026405936430410146 0.0017514780306762884 0.00060795296530060891 0.00031412568443235769 0.00069272654435110343 0.0014416869994190518 0.00079397184387519702 0.001037640578481354 -0.001795178291489794 0.00062688186012103421 -0.0022278387299197035 0.00019560854265124518 0.00016990596876131166 0.0012552942501420296 -0.0024799323485602135 0.00075757535927319412 -0.0011682831519258959 0.00024689851121044822
leaf_weight=1.8854946918436315 2.0802750973962247 130.80186282805516 2.3736081216484308 1.3330075889825814 1.6366548170335589 7.4741002544760686 3.4408789491280913 3.276841163635253 2.9901613321853788 2.857149012386798 39.330903689406114 2.703804879449307 2.2748554644640535 1.6277034766972063 1.4531626179814336 1.0028286714805288 20.677108002419118 1.8659695871174289 1.4675813075155018 13.516720840241758 3.9667118208017191 15.58902086783201 3.857135113328698 8.360662158578636 3.1417689993977547 7.7947939094156053 2.4645361523143947 7.4923356771469107 4.7474914845079175 12.799178767018018
leaf_count=258 45 2563 17 5 48 50 37 38 111 62 485 14 65 8 11 41 175 14 18 101 55 98 38 40 14 27 63 35 29 68
internal_value=0.000124511 2.68318e-06 -0.000848349 -0.000253857 -0.00114667 0.000219086 0.000892942 0.000175081 -7.1577e-05 8.39418e-05 -3.21743e-05 -0.00065823 -0.000997944 -0.00046969 -0.00113354 -0.00176731 0.000304494 0.000328516 0.000242019 0.000331091 -0.00109595 0.000190879 6.14742e-05 -0.000228058 -0.0011515 0.000382079 -0.000790148 8.56781e-05 -0.000298364 0.000628575
internal_weight=316.284 138.225 7.42355 5.34327 2.96966 178.059 10.915 167.144 57.5174 45.4649 42.6077 12.0525 9.34871 7.07386 5.44615 3.99299 109.627 107.741 87.0639 81.6296 5.43429 68.1129 52.5239 27.5994 6.9989 24.9245 4.33051 20.6005 13.1082 20.594
internal_count=4633 2678 115 70 53 1955 87 1868 835 585 523 250 236 171 163 152 1033 775 600 527 73 426 328 156 52 172 77 104 69 95
is_linear=0
shrinkage=0.00196078


Tree=688
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 2 1 4 2 1 0 4 1 1 1 0 0 0 2 4 2 0 0 2 2 1 1 4 3 0
split_gain=0.196069 1.47849 1.88581 1.79321 0.939957 0.847562 0.693519 1.56025 1.08917 0.801422 1.29066 1.79999 1.25904 0.849187 1.06275 0.810285 0.79313 1.4358 1.26632 0.718411 0.664701 0.67631 0.72256 1.00023 2.62772 2.17204 1.1829 1.65516 1.16308 1.23093
threshold=66.859265246100009 90.321439350550008 65.765062787050013 91.886121982450007 0.20852500000000004 0.13747000000000004 68.20618276945001 37.892416320650007 -0.15397999999999998 68.846035804500005 93.308316333500017 34.424709467050008 69.873026810350026 71.658163008950012 71.830224329350003 93.843319501450011 94.047642319350018 94.625660817400004 -0.160525 36.016191615950007 0.11061500000000003 89.980005167950011 87.261973998100004 -0.051199999999999996 -0.043559999999999995 62.132955852800002 62.111448187750007 41.873095646600007 0.084365000000000009 85.990333302400003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 5 20 7 -2 -9 -8 11 -11 -12 -13 -15 -14 -17 18 -18 -20 21 22 23 -1 -25 26 27 28 -26 -30
right_child=6 3 -4 -5 -6 -7 9 8 -10 10 12 13 15 14 -16 16 17 -19 19 -21 -22 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.0019461109596205493 0.021720148639421892 0.04266946374127889 -0.070590462621782243 -0.0272579180846007 0.036976371728467509 -0.032902501169485419 0.028733885975312339 0.020966047416525784 -0.068382334610480766 0.029093292815215527 0.033352122985976285 -0.093050148252087239 -0.037330309228639599 0.075794712990483251 -0.076371749866054356 0.02946266402398906 0.026919768645682168 0.00023605136487834391 -0.0042275583446387058 -0.077843736817673786 0.043095928715625627 -0.042942150134251372 0.01143727616688822 -0.09277033021025971 0.042567545260294055 -0.090125344875747013 0.061301163640543874 -0.059824578964197815 -0.039283545368621241 0.011616143516993806
leaf_weight=83.276341043761931 2.0830112155526868 7.3986421506851894 1.6017393255606283 2.0355540274176747 3.1610903350519939 3.2127124323160379 4.0167703496990717 0.74844063515774939 2.8763615668285638 1.1853579338639968 4.7368120122700921 1.869523029366974 2.6749516907439093 0.34419290056393936 0.47623820098669967 3.6903186617710153 0.9491411622148006 75.629858897701979 0.76129106618463938 2.3845249339647125 1.6434618968050916 1.5157117769122113 24.999458823818713 1.7208034093491757 2.6463409051066291 1.2609793820884068 1.2570688389241684 2.0756822843177352 3.2891594159882498 5.5717107355594635
leaf_count=1138 14 63 22 40 45 48 32 25 60 11 41 39 38 3 54 41 17 2230 6 119 20 17 203 18 44 36 7 145 30 27
internal_value=0.000761193 0.00231689 0.000580028 0.0275817 0.00142052 0.00057206 -0.00142377 -0.0237844 -0.0499339 -0.000130898 -0.00135519 -0.0386437 0.000235801 -0.0684928 -0.0125338 -0.00158631 -0.000440075 -0.00182422 -0.0398754 -0.0600285 0.00140408 0.000867153 0.00139375 -0.00108981 -0.0152759 -0.00699357 7.02932e-05 -0.0055965 0.00418522 -0.00727785
internal_weight=251.093 146.666 137.232 9.4342 135.631 132.469 104.427 5.70781 3.6248 98.719 94.7022 3.87531 90.8269 2.68995 0.820431 86.0901 83.4151 79.7248 4.09496 3.14582 129.257 127.613 126.098 101.098 17.8217 16.1009 14.84 13.5829 11.5072 8.86087
internal_count=4633 1903 1800 103 1778 1733 2730 99 85 2631 2599 107 2492 96 57 2451 2413 2372 142 125 1685 1665 1648 1445 307 289 253 246 101 57
is_linear=0
shrinkage=0.0659776


Tree=689
num_leaves=31
num_cat=0
split_feature=1 2 0 4 0 1 1 4 3 2 3 2 0 3 3 3 3 3 0 0 3 4 4 1 3 3 2 2 3 3
split_gain=0.180143 0.269484 0.262432 0.349498 0.179042 0.523388 1.28161 1.00726 0.360097 0.473029 0.484046 0.536564 0.358758 0.38328 0.497675 0.443653 0.339573 0.823488 0.26393 1.25271 0.902091 0.66983 1.03613 0.565095 0.751092 0.538646 0.54308 0.369234 0.255881 0.369724
threshold=89.89935142405001 -0.088880000000000001 122.35979489110001 45.044778924400006 76.535026057600007 58.309968391300011 60.87206898960001 37.572218886150004 -0.57039999999999991 -0.23265499999999997 -0.25098999999999999 -0.23353499999999996 67.058211147750015 0.10821500000000002 -0.25420999999999999 -0.25587999999999994 -0.10696499999999999 0.07771500000000002 85.398872513700013 85.619326080400015 0.082535000000000011 42.055256506450007 39.525197829750006 61.923256118600001 0.083745000000000028 0.093325000000000033 -0.105535 -0.245055 0.4369650000000001 0.42293500000000012
decision_type=2 2 2 2 2 2 2 2 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 8 -6 7 -7 -1 10 11 -10 -11 14 15 -14 -12 -18 21 20 -20 22 25 -23 -25 26 -8 -26 29 -21
right_child=1 2 -4 -5 5 6 18 -9 9 12 16 -13 13 -15 -16 -17 17 -19 19 28 -22 23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.08134527191007658 -0.0746663066106696 -0.073169565430296915 -0.07542557282261883 0.041035570526355696 0.031157702367813355 0.011308220859408471 0.019504517963040993 -0.090135904991697047 -0.085162977098740017 0.0693447385042847 0.044160789300897799 0.021192850783592478 -0.074111710194170177 0.0763115992170256 -0.077918738208752669 0.077522573102161096 -0.07569715897904794 0.049632343293311273 0.0019803736221957555 0.0013232366030983982 -0.073192124084903012 0.055401307886615438 -0.053861134396814003 0.040431777732304559 0.02600702885418343 0.030693849850557172 -0.073661452115903456 -0.082173031167397645 -0.027069079638463816 0.024064800393946359
leaf_weight=0.3670129456440917 0.41274599310509064 0.18517016758323623 0.21944140832511039 0.61258705693762749 3.0593859450891605 0.80952070187777225 0.70353486355452288 1.449079029378481 0.53651463787537068 0.15725412988103826 1.6879689684719781 0.4741567522287371 0.17663069231639383 0.12749074399471272 1.242642391327536 0.24358363280771245 0.51165191485779338 0.60968839249107987 1.4348737262189382 216.12243997105179 2.0678497988265008 2.6486271880567074 1.5944326134049331 1.2139732181094589 0.23736776597797882 3.1877624930930324 0.62868673435877853 0.56811608804855473 1.6502551996672981 3.8611992539372286
leaf_count=42 293 202 100 17 32 12 30 62 41 6 21 3 60 1 237 3 47 15 39 3044 58 14 38 27 57 32 14 33 28 25
internal_value=0.000758308 -0.0250224 -0.00487855 0.014527 0.000907334 0.00121985 0.000835298 -0.0537766 -0.011382 -0.00692999 0.00796581 -0.0352661 -0.0361463 -0.045412 -0.0547445 0.0137854 0.0235188 -0.00755376 0.00135813 0.000824924 -0.0423981 0.0124914 -0.00337254 0.0332706 0.00424496 0.0144374 -0.0244613 -0.0502935 0.00150802 0.0017224
internal_weight=248.802 1.42994 1.0172 0.797757 247.372 241.237 238.178 2.2586 6.1346 5.76758 3.81998 1.01067 1.9476 1.79035 1.66286 0.420214 2.80931 1.12134 235.919 225.137 3.50272 10.7825 6.11442 4.66808 2.01946 4.51998 1.33222 0.805484 221.634 219.984
internal_count=4633 612 319 219 4021 3545 3513 74 476 434 127 44 307 301 300 63 83 62 3439 3194 97 245 114 131 117 76 44 90 3097 3069
is_linear=0
shrinkage=0.0728446


Tree=690
num_leaves=31
num_cat=0
split_feature=4 4 2 2 3 3 3 3 0 1 4 3 2 0 2 2 2 3 3 1 1 2 3 3 2 4 4 3 2 3
split_gain=0.188537 0.695031 0.539772 0.7022 0.772128 0.692548 1.05896 0.976272 1.01802 1.23047 0.892058 0.649572 1.46851 0.784473 0.72091 0.663471 0.528652 1.4284 0.722392 1.78941 1.30201 0.557611 1.44904 1.3331 0.996136 0.784892 1.5397 1.44667 1.20875 1.32667
threshold=42.081757894750005 42.027798546600003 -0.022394999999999998 -0.011849999999999999 0.090235000000000024 0.09557000000000003 0.092485000000000026 0.10176000000000003 86.780739992750014 61.944763783650011 42.844429421150004 0.099465000000000012 0.04932000000000001 102.21786657775002 -1.0000000180025095e-35 0.09450500000000002 -0.078549999999999995 0.077440000000000023 0.082685000000000022 62.084563606450011 76.279622535200005 -0.10290999999999999 0.08574500000000003 0.087125000000000022 -0.24150999999999997 42.409092016550012 43.182896969600009 0.08846500000000003 -0.096559999999999993 0.082325000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 5 4 -4 6 16 10 9 -9 -7 12 -5 15 -13 -14 21 -18 -19 -20 -21 22 24 -24 -2 -23 27 -27 -28 -30
right_child=2 -3 3 11 -6 7 -8 8 -10 -11 -12 14 13 -15 -16 -17 17 18 19 20 -22 25 23 -25 -26 26 28 -29 29 -31
leaf_value=0.0011765528952710628 -0.068306908441345696 0.027236902067222936 -0.00055064354375630145 -0.072247207842593322 -0.079085953167935749 -0.080058114986473666 0.034257801672241156 0.023734441771237194 0.012795833193325602 -0.075407911875709457 -0.013848677091418066 0.068295098907456497 0.0028258776970278665 0.03296896715870154 -0.0070860842356989589 -0.041913304134127707 -0.039577880413001136 0.058949457129645284 0.064225688001433467 -0.10448747846098459 0.024608068081181125 0.020812870250106853 0.067827476190685285 0.0025842094704173492 0.00077660929968976361 -0.018972768224648395 -0.050443871402543292 -0.080654933900010134 -0.029298277754542211 0.021246951992403701
leaf_weight=158.73746732870995 0.88175418602258915 4.2251713710720642 0.8444395021942922 1.4880547663706183 1.2467282316647468 1.4648801711518884 4.0599850504659107 0.79966582171618972 5.4341790910984855 1.3590183481574056 1.8542421273596117 0.87766613066196475 3.3430799610796385 1.8184055941528638 1.2186230029037695 2.2170539053040557 1.3520155951264374 2.3950270845089108 1.2423808425664904 0.66003444138914324 0.5996047395747155 3.4019146712380488 2.5694668182404703 2.47031925948977 17.469247271859786 8.4199945111031429 1.5311333512072476 1.8684364860528138 2.7221617468167052 8.9685927268874348
leaf_count=2539 197 36 22 133 26 28 46 10 49 39 34 5 41 56 45 114 29 68 5 11 69 35 24 39 623 115 45 35 45 70
internal_value=0.000591397 0.00185223 -0.00183793 -0.0136963 -0.0473724 0.000326374 0.00297406 -0.0143806 -0.00183939 -0.0386815 -0.0430699 -0.00727261 -0.0147784 -0.00318843 0.0244742 -0.0150135 0.000728143 0.018124 0.0340548 0.0102248 -0.0430363 -0.00143292 0.0057288 0.0358476 -0.00254281 -0.00765753 -0.0117772 -0.0301746 0.00253854 0.00947763
internal_weight=247.541 162.963 84.5781 13.0541 2.09117 71.5241 60.6121 10.912 7.59286 2.15868 3.31912 10.9629 8.86659 7.37854 2.09629 5.56013 56.5521 6.24906 4.89705 2.50202 1.25964 50.303 23.3908 5.03979 18.351 26.9122 23.5103 10.2884 13.2219 11.6908
internal_count=4633 2575 2058 442 48 1616 1456 160 98 49 62 394 344 211 50 155 1410 182 153 85 80 1228 883 63 820 345 310 150 160 115
is_linear=0
shrinkage=0.0634156


Tree=691
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 0 1 3 3 0 1 1 1 0 0 3 4 2 2 1 0 4 3 4 0 1 4 4 1 3
split_gain=0.176425 0.826345 1.23919 0.79543 0.715252 0.600484 0.599846 1.00258 0.837208 0.510656 2.97927 0.452927 0.713217 0.80201 1.73491 2.31597 1.55454 0.501815 0.73178 0.657283 0.610626 0.509004 1.97129 0.738073 1.49852 1.69954 1.46606 0.958969 0.79677 0.676063
threshold=93.972365491700018 94.625660817400004 -0.14907499999999999 93.843319501450011 94.109476856350014 94.300357383600002 69.873026810350026 -0.10696499999999999 0.096915000000000015 93.308316333500017 69.165962322050021 68.20618276945001 67.254468591300011 90.321439350550008 90.767723400200012 0.084805000000000019 39.852039223600009 0.20852500000000004 0.13747000000000004 61.944763783650011 89.861713010250014 38.110427674550003 -0.11223 40.165165956550005 85.823648898300021 62.084563606450011 39.656620114300004 40.518963363600001 61.546871980350012 0.12140000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 6 -4 -2 9 -8 -9 10 11 12 13 17 -15 -16 -17 18 20 -20 21 22 -1 24 28 26 -26 -25 -23 -24
right_child=1 -3 4 -5 -6 -7 7 8 -10 -11 -12 -13 -14 14 15 16 -18 -19 19 -21 -22 23 29 27 25 -27 -28 -29 -30 -31
leaf_value=-0.070116194757588637 0.04190776869264301 -0.00012595402850776614 -0.015143634373717806 0.030171236966694888 -0.066278792394454222 -0.033864003775009852 0.021341920143840353 -0.070357501343002421 -0.0038697580733887266 0.024367496536316213 -0.08447340032375307 0.021793075448607764 -0.031900230609777376 0.046805418893995893 0.035223783923605159 -0.0010075826027615188 -0.092781613806588642 0.024067747450198788 0.001226882146621881 -0.053384378762636291 -0.023378059703227601 -0.010195906990090011 0.029006948575097353 0.022851257288273145 0.03532992806847883 -0.034991438520687118 -0.013233088077291467 0.00063613893513859434 -0.071038323494678618 -0.013988026764317948
leaf_weight=0.90671260625822547 1.1949614524783099 77.125990167859982 1.8336538621224456 3.4172440099646328 2.0903884764702525 0.54329838376725081 1.3165650513255966 1.5865031328285106 1.1788150489446705 3.4480723254382601 1.4387295492924739 3.9904584167525163 2.2629000934539354 4.2991505321115238 2.6485025277361274 1.4133972600102427 1.2350212521851061 3.2091343766078344 1.4593745485763059 1.708205959992483 3.6097810734063378 1.2465867600403755 8.0721278135315462 7.5153732629260039 4.654851943254469 3.9353367611765853 4.2437319261953235 90.482785264175618 2.0046324096620083 1.5580818802118308
leaf_count=105 42 2257 17 35 94 26 23 80 18 31 16 29 41 43 25 10 40 46 22 26 34 21 143 56 21 29 24 1239 27 13
internal_value=0.000502503 -0.00174362 -0.0237777 0.00164442 -0.042384 0.0182251 0.00103295 -0.0215798 -0.0420147 0.00162714 0.00111092 0.00192932 0.00138813 0.00191051 0.0186016 -0.00428949 -0.043804 0.000720606 0.000150396 -0.0282238 0.000851304 0.00155314 0.0141197 0.000392471 -0.0114715 -0.00229121 0.0121702 0.00233979 -0.04771 0.0220507
internal_weight=245.63 82.7883 5.6623 162.842 3.92404 1.73826 159.425 4.08188 2.76532 155.343 151.895 150.456 146.466 144.203 9.59607 5.29692 2.64842 134.607 131.398 3.16758 128.23 124.62 10.5369 114.083 16.0851 12.8339 8.89858 97.9982 3.25122 9.63021
internal_count=4633 2436 179 2197 111 68 2162 121 98 2041 2010 1994 1965 1924 118 75 50 1806 1760 48 1712 1678 261 1417 122 74 45 1295 48 156
is_linear=0
shrinkage=0.0597579


Tree=692
num_leaves=31
num_cat=0
split_feature=2 2 1 4 0 3 2 3 3 2 3 4 4 4 3 3 4 0 2 4 2 1 3 3 3 0 0 0 2 4
split_gain=0.180564 1.07169 1.75542 1.55191 1.86541 1.03399 2.15897 2.12103 2.09075 1.82675 1.77682 1.02963 1.36127 1.20911 1.36412 1.8758 1.0516 1.15913 0.971006 1.02487 1.41814 0.959694 0.825986 1.41633 1.41202 1.54014 0.815214 1.41428 1.41682 2.04482
threshold=-0.06828999999999999 -0.053874999999999999 70.182199495350019 39.852039223600009 86.264556031700025 0.084365000000000009 -0.036264999999999999 0.086375000000000021 0.070640000000000022 0.0041150000000000015 0.096480000000000024 41.489621506400006 41.808689985400001 40.679780036550007 0.091705000000000023 0.088145000000000015 36.377496227400009 98.031937268650012 0.26056000000000007 36.558960102350007 0.034600000000000013 70.816675614150014 0.098950000000000024 0.089965000000000031 0.10602000000000002 87.842680954300008 86.264556031700025 86.393602021950016 -0.084729999999999986 42.431220712750012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 3 -2 -5 8 10 21 18 -10 -7 13 -13 14 15 -9 17 -16 19 -3 -21 -8 23 -14 -24 -26 -1 -28 -29 -30
right_child=1 5 -4 4 -6 6 7 11 9 -11 -12 12 22 -15 16 -17 -18 -19 -20 20 -22 -23 24 -25 25 -27 27 28 29 -31
leaf_value=0.0063469272679027942 0.065807696509157507 0.028723024700080944 -0.039250274830434764 -0.035382944993622427 0.038581475208713537 -0.0084991556884762409 -0.095901797361671398 0.01885467003418597 0.052411445865262717 0.0039513976431806231 -0.085071209402429446 -0.092787810403932858 -0.0011791698654010523 0.033460695102945789 -0.099061456569089337 -0.065718648651268863 0.019517811170555122 0.0087267425627855204 0.026897742360662846 -0.011731316016700008 -0.073703905112121229 -0.015021026640800399 0.064157277899392282 -0.07850291783779563 -0.066107260646150454 0.015256687937915831 -0.049448586287224851 0.0018564827235545995 -0.031388344099504702 0.0085162060113589035
leaf_weight=49.446186600340297 4.0166958570480329 1.8541601702963841 1.9253158840147069 2.4921890383120626 4.5216404795646667 2.9281730969669288 1.5090517306234681 2.1715949194913327 7.3825476756901462 7.2792637132424716 2.7868920315522701 0.93373803340364148 3.1897669194149767 7.8027786783641195 0.78620885382406314 2.8672448755751248 12.511800466832936 1.1691578383024532 2.8689480773082314 6.9860370636451972 2.316875199903734 1.2755350245515726 1.6427293978631494 1.7169816393870858 1.5543185733258722 3.7191868347290438 3.1774473749101153 74.913484342526772 16.473573398136072 9.5632215203368087
leaf_count=891 25 31 72 29 29 28 49 29 66 168 36 23 121 73 11 63 141 43 99 83 183 52 17 56 33 43 20 1730 242 147
internal_value=0.000521151 0.00295866 0.0212283 0.0317845 0.0123001 -0.00010529 -0.00620886 -0.000923292 0.0102273 0.0283521 -0.0458387 0.00310286 -0.0129975 0.0106238 0.00148857 -0.02927 0.0122016 -0.0346125 -0.008719 -0.0178775 -0.0271655 -0.0588528 -0.0066959 -0.0282365 0.00858614 -0.00872461 -0.000910631 -0.00435696 -0.00293769 -0.0167315
internal_weight=243.783 90.2088 12.9558 11.0305 7.01383 77.253 48.5652 42.8501 28.6878 14.6618 5.71507 40.0655 12.7567 27.3088 19.506 5.03884 14.4672 1.95537 14.026 11.1571 9.30291 2.78459 11.823 4.90675 6.91623 5.27351 153.574 104.128 100.95 26.0368
internal_count=4633 1603 155 83 58 1448 818 754 630 234 64 653 293 360 287 92 195 54 396 297 266 101 270 177 93 76 3030 2139 2119 389
is_linear=0
shrinkage=0.0686431


Tree=693
num_leaves=31
num_cat=0
split_feature=1 0 4 1 0 4 1 3 3 1 1 4 4 0 3 0 3 3 1 2 1 0 2 4 2 0 4 4 3 2
split_gain=0.70352 2.0374 2.89162 0.879549 0.932293 1.1555 2.12356 1.62576 1.58767 1.22501 1.23645 1.20849 1.65926 1.34232 1.27454 1.37469 1.47839 1.08384 1.03437 1.0186 1.02059 1.01735 1.00339 2.94118 5.18253 1.76233 1.64945 1.6364 2.74818 1.53444
threshold=64.369753017350021 88.350799540950007 42.055256506450007 63.910026677050006 86.09518316945001 41.965446242000006 61.93938686740001 0.083070000000000019 0.087795000000000026 61.076391807500009 57.492677119650004 41.257948413050009 40.767054867700004 85.705356740550016 -0.11595499999999999 85.121961326250016 0.093325000000000033 0.096480000000000024 61.821094709650005 -0.084729999999999986 61.987779113750001 86.135510041400025 -0.06828999999999999 42.684965421050009 -0.13867499999999996 86.264556031700025 42.283941020600004 41.184662530950007 0.088145000000000015 -0.016014999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -8 -9 10 -7 12 14 -14 18 16 -16 -10 -1 -13 -21 -6 23 24 -23 -24 29 -26 -29 -27
right_child=-2 2 -4 -5 21 6 7 8 17 -11 -12 19 13 -15 15 -17 -18 -19 -20 20 -22 22 25 -25 27 26 -28 28 -30 -31
leaf_value=0.00010587952377971151 2.1473380488456354e-05 0.0019442936880122808 6.9586861685797579e-05 -0.0011425377105816305 0.0010904677123732651 6.6201147381446506e-06 -0.0023647947838435846 0.00041094530232711757 -0.0022911809336268966 0.0008853273313785356 -0.002190297755275713 0.0011860453475899643 -0.00016364925171034363 -0.0023450034362050422 -0.0017848904517970313 0.00068784665633952753 0.00019657035357150527 -0.00049649397884337504 -0.0025809552923971085 -0.00099895826483031966 0.00074929659061961841 0.00073703135106172209 -0.00060336217451847495 0.00071599362017157398 -0.0002884593139633832 0.0017090965975513754 -0.00011591607089201122 -0.000766229518837508 -0.003020066955012164 0.00040608349802947845
leaf_weight=1.1010439582169049 150.32627930739545 6.0456395894288999 6.6347647644579411 2.0201663101906879 6.0188028402626506 6.971592784830138 2.4764786786399773 3.7180617172270995 2.2538516465574503 5.648542999289929 1.1469766948139293 7.1994895548559725 2.4360890546813598 1.9549526972696183 2.0355019036796973 13.866158554330466 5.0132412239909172 3.0370233352296054 1.1024577987845985 2.1242411258863267 3.2449559345841408 9.450763173401354 4.1087020747363594 15.488140866160391 5.342088200151923 8.2210090979933756 5.3813293017446986 5.1972656249999982 3.4678422771394253 6.0183499567210665
leaf_count=71 3020 50 42 30 41 218 60 29 52 42 42 34 46 14 123 73 47 48 84 37 16 49 30 128 23 44 31 33 39 37
internal_value=0.000116069 0.000211682 0.000963391 0.000141618 0.000160974 -6.71927e-06 -0.000335236 -0.000957762 -0.00057098 0.000184116 -0.000303756 0.000200273 -2.98717e-05 -0.00113482 0.000179999 0.000329435 -0.000375626 -0.00126101 -0.0012384 0.000703998 5.76262e-05 0.000320456 0.00024651 5.28559e-05 -0.000384982 0.000564348 0.000808874 -0.00114201 -0.00166823 0.00115837
internal_weight=299.052 148.726 12.6804 136.045 134.025 65.3307 25.2525 11.4854 9.00894 13.7671 8.11857 40.0781 27.5094 4.39104 23.1184 20.9149 7.04874 5.29087 2.2035 12.5687 5.3692 68.6943 62.6755 38.9461 23.458 23.7294 19.6207 14.0072 8.66511 14.2394
internal_count=4633 1613 92 1521 1491 1036 491 189 129 302 260 545 458 60 398 243 170 100 155 87 53 455 414 272 144 142 112 95 72 81
is_linear=0
shrinkage=0.00196078


Tree=694
num_leaves=31
num_cat=0
split_feature=4 0 3 2 2 2 2 4 2 0 3 3 3 3 3 2 4 3 3 4 2 0 1 1 2 1 4 4 4 4
split_gain=0.176251 0.467681 0.660444 0.432043 1.84387 1.59289 1.54099 2.85062 1.49253 2.40353 0.854436 2.84515 1.83427 1.29365 1.99307 1.39182 0.831876 1.08968 1.95176 3.14055 0.9145 0.896458 1.84803 1.54086 1.28847 0.767855 0.732547 1.71014 1.27345 0.683131
threshold=42.154118731400011 104.03526427400001 -0.225495 -0.064729999999999996 -0.053874999999999999 -0.086139999999999994 -0.081844999999999987 41.542492784600007 -0.043559999999999995 95.44832900530001 0.082685000000000022 -0.085394999999999999 0.086955000000000018 0.089345000000000022 0.09117500000000002 -0.076544999999999988 39.788107623550012 0.091885000000000022 0.093745000000000023 36.558960102350007 -0.25224999999999992 91.437149474700007 66.235542959850008 64.369753017350021 -0.14510999999999999 77.443724905700023 40.00488309970001 40.250747516500006 40.467253020850002 39.354247760400007
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 7 -7 9 -6 11 -8 -12 -14 -15 -16 17 21 -19 -20 -21 22 23 24 -1 29 -18 -28 -29 -23
right_child=-2 2 -4 4 8 6 10 -9 -10 -11 12 -13 13 14 15 -17 26 18 19 20 -22 25 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.038524321171937437 -0.0020810738858072411 0.018988608924550971 -0.070478160285454283 0.03434354883447218 -0.074467538388067689 -0.090863766811214733 0.015708305704811455 0.0070224263273347956 0.0055243832820485849 0.012351743707971936 0.060061928940362254 -0.086378969902547356 -0.063605470604932823 0.06512842278682443 -0.05306565132100434 0.0033749074143937761 0.038502986537852647 0.060507235792733642 0.034274409603739786 -0.0089569915686102328 -0.07319751671034179 -0.076632639483990211 0.059743382504900522 -0.073818973561458612 0.027101428218510644 0.0014143006721096091 -0.052989587675256522 0.056608572769807956 0.0077410368603576868 0.00046008036611626613
leaf_weight=2.540238565867182 80.330721054455353 0.64637392802978866 0.97556898506172618 9.5484068039804679 2.9730285406112662 3.104542019020303 2.8309412603266537 2.5558932200074196 52.353914040519157 3.0376055240631104 2.1701984554529217 2.3575927072670337 1.7146880002692331 1.8792175650596608 2.8017599857412323 7.7625461931747788 4.1454056915827087 2.8183623858349156 4.634833122167036 1.760932954493909 2.565127926878632 2.5770850994158532 1.6791233379626644 1.8757021941710261 3.167394525604327 1.332131205461337 2.0411682859994462 2.7355885112774549 30.833412020700052 0.68569316156208504
leaf_count=168 2024 107 507 75 28 46 19 16 657 16 23 29 32 8 40 69 26 23 65 36 39 69 12 26 33 28 25 21 340 26
internal_value=0.000548113 0.001851 -0.034824 0.00222167 0.00637986 -0.000828958 -0.0147963 -0.0466646 0.00180501 -0.0305915 -0.00641277 -0.0306786 0.00129798 -0.00770948 -7.14168e-06 -0.0115937 0.00497596 -0.00466526 0.0106844 -0.00498583 -0.0470483 -0.017713 -0.00541605 -0.0198438 -0.00210596 -0.0425012 0.0111932 0.00801399 0.0117233 -0.0604311
internal_weight=242.435 162.104 1.62194 160.483 67.913 92.5696 27.1774 5.66044 58.3645 6.01063 21.5169 5.18853 16.3284 14.1582 12.4435 10.5643 65.3922 25.6366 11.7793 8.96089 4.32606 13.8574 9.26246 7.58334 5.70763 4.59491 39.7556 35.6102 33.569 3.26278
internal_count=4633 2609 614 1995 776 1219 282 62 701 44 220 48 172 149 117 109 937 525 163 140 75 362 239 227 201 123 412 386 361 95
is_linear=0
shrinkage=0.0686431


Tree=695
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 3 0 0 4 1 4 4 1 4 1 1 4 0 1 3 2 2 0 4 0 1 2 0 1 0
split_gain=0.753822 2.35758 2.16601 1.37028 1.36712 1.36255 1.79042 1.82551 1.73598 2.74849 1.24679 1.71679 3.0409 1.48715 1.23028 1.25262 1.75088 1.12882 2.98029 1.29233 1.53769 1.61219 1.60266 1.08945 1.07609 1.07035 1.03622 1.19063 1.15054 2.9086
threshold=-0.079369999999999996 -0.082654999999999992 -0.077085000000000001 -0.076544999999999988 94.75470680765001 0.092185000000000031 86.135510041400025 86.474255765850003 41.184662530950007 62.025417527550012 42.527280425250005 42.409092016550012 81.573196594050017 42.243697547450004 62.111448187750007 62.132955852800002 43.118479346150004 101.91675926715001 80.677940036650014 0.074735000000000024 -0.088880000000000001 -0.15962499999999999 104.25302938255003 42.620627117000005 113.1679565431 62.186725015400008 -0.070854999999999987 84.226704768850013 63.910026677050006 86.264556031700025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 17 4 -4 -2 6 -3 -8 -9 -10 11 12 13 26 -12 -16 23 -1 -19 24 21 22 -21 -17 -20 -15 -5 -28 29 -29
right_child=2 5 3 10 -6 -7 7 8 9 -11 14 -13 -14 25 15 16 -18 18 19 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00014646130998379083 0.0017228895140729064 -0.002479554558948343 -0.0015850200615995589 -0.00025778433314853783 -2.9324172897124226e-05 -0.0021892380229835392 0.0013319941859061275 0.0013601727815597403 0.00043152956766056162 -0.0026765531924280894 -0.0014881364701808304 0.0015988649828864261 -0.0021152208974669286 -0.0026922043553674062 0.0018423190630894668 -0.00022671905686977769 0.00017308713970860026 -0.0022265417570898403 0.0014071294773717368 0.0011148436121543263 0.0011062760648041182 -0.002073161452930866 -0.0020948723190257258 -0.0021862666116607868 -0.00072694337702228305 -6.3387850607013612e-05 -0.00090382909801229986 0.00012210225814520098 0.00022907609388725169 0.0012425931690283663
leaf_weight=141.397843176077 5.7621929971501213 1.4719801247119884 1.7013239096850146 11.037198983249253 2.4355731648392975 2.2551055699586859 2.3348931595683098 1.2017729395593049 1.967060290277004 2.4642347325570881 2.7114092133560943 3.6142804323753799 2.0932209851380312 1.0867794875812244 1.2259884662926221 2.0418933528708321 12.079998701578004 2.8459834212844717 3.3254826371557993 1.8145780787453976 1.7228597646535497 2.7582355714948794 0.89214597178943211 2.3419615757302381 1.2498433780929188 1.3172152820043264 2.6962041695951475 17.598710384219885 50.513271274161525 18.034202963113785
leaf_count=1821 86 34 24 80 24 35 9 22 7 61 119 32 250 23 6 15 301 116 47 26 46 255 189 58 98 21 111 107 497 113
internal_value=0.000117572 2.91959e-05 0.000224744 0.000163144 0.0012023 -0.000819915 -0.000492798 -0.00012577 -0.000730009 -0.00129687 0.000186309 0.000270291 0.000224287 0.000272164 -0.000258243 -6.97312e-05 -0.000212113 9.28494e-05 -0.000426045 9.56794e-06 -0.000508954 -0.00101816 5.69097e-05 -0.00127356 0.000824164 -0.0012518 0.000308845 0.000379239 0.000419396 0.000689195
internal_weight=305.993 167.702 138.291 130.094 8.19777 11.695 9.43994 7.96796 5.63307 4.4313 128.392 107.991 104.377 102.284 20.4013 17.6898 16.4639 156.007 14.6091 11.7631 7.18782 5.46496 2.70672 4.38385 4.57533 2.40399 99.8796 88.8424 86.1462 35.6329
internal_count=4633 2766 1867 1757 110 168 133 99 90 68 1733 1234 1202 952 499 380 374 2598 777 661 516 470 215 73 145 44 908 828 717 220
is_linear=0
shrinkage=0.00196078


Tree=696
num_leaves=31
num_cat=0
split_feature=2 4 2 2 2 4 1 4 3 3 3 0 4 3 3 3 3 2 2 4 4 4 1 0 0 1 3 2 1 4
split_gain=0.164919 0.973275 0.415517 0.45441 0.565509 0.720749 0.382343 0.587081 0.340401 0.280613 0.212785 0.310525 0.208413 0.46737 0.462694 0.617049 0.775874 0.230229 1.03031 1.41407 0.972227 1.48249 1.40807 1.72256 1.45069 1.30803 1.35222 0.916312 1.13837 0.618126
threshold=-0.63026499999999996 40.574766824850009 -0.59238000000000002 -0.51760499999999998 -0.58319500000000002 49.960114208400007 78.27445846800002 42.844429421150004 0.09721500000000001 0.085715000000000027 0.093955000000000025 101.11291028615001 49.292797572200008 -0.25098999999999999 0.079745000000000024 0.079205000000000012 0.074735000000000024 -0.16164499999999998 -0.15022499999999997 43.219899330700009 38.983591653800012 35.771221912400001 62.020040611300011 85.216057360850016 94.354126546200021 72.04530097975001 -0.20885999999999996 -0.26416999999999996 68.20618276945001 42.844429421150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 4 9 -6 7 -2 -1 -4 11 -8 17 -14 15 16 -15 20 19 -19 21 27 23 -22 29 -26 -27 -5 -29 -24
right_child=2 -3 3 12 5 -7 10 -9 -10 -11 -12 -13 13 14 -16 -17 -18 18 -20 -21 22 -23 24 -25 25 26 -28 28 -30 -31
leaf_value=-0.011307506405046387 -0.016346902273340628 -0.071183790258816854 0.041700133595366548 0.067233441389058679 -0.079283016701532649 0.077829592881393003 0.078706368288140038 0.04612309009735744 0.057527231649640312 -0.02204637817063982 0.075653044639893474 -0.045511997862670787 -0.082266645034831859 0.013329948292728806 -0.077002679945772839 0.066851357099898367 -0.075569493788327252 -0.09870556476810706 0.00080096225520211086 0.016054167598907827 0.0063626566995773019 -0.074947072240337281 0.061832820775353653 -0.087049022805466114 -0.068238544603408655 0.059629816152551911 -0.018956625992105871 -0.086193889643259164 0.043129914767182309 0.015912679925926605
leaf_weight=0.85588985616050128 1.9550826124032021 1.0648151725763453 0.60417460007010981 0.98089705072470668 1.2823547285242956 0.17623008787631977 0.20263451337814309 1.3491220823489127 0.68737138202413917 0.93118858792604442 0.8966521156107774 0.22576351749739842 0.49076915747718874 1.7502979047130796 0.43336398711835489 0.64416594349313516 0.74168831572751504 1.2923794024718511 200.83711303655946 1.0189774247119201 4.662611653024217 1.7584758022785534 5.4427285548299533 1.3510652375407515 1.1748415139736605 2.180451055290181 2.4870642314199323 0.75063727141241832 0.69613130921425181 2.177907860110281
leaf_count=35 37 23 30 25 164 1 1 15 14 22 17 50 19 51 45 21 170 80 3092 24 191 107 39 49 28 25 98 79 28 53
internal_value=0.000606584 -0.0176118 0.000805812 0.000378028 -0.0278189 -0.0603003 0.0224171 0.00915988 0.0193516 0.00303826 0.0554757 0.0132439 0.000743686 -0.0156143 -0.0064503 0.00329886 -0.0131291 0.00103652 0.000244436 -0.048113 0.00783667 -0.0240125 0.014682 -0.0146237 0.0277724 0.00046284 0.0177554 0.0128818 -0.0239681 0.0487093
internal_weight=241.103 2.60808 238.495 233.866 2.99395 1.45858 4.62925 3.3042 1.54326 1.53536 1.32505 0.428398 230.872 4.06029 3.56952 3.13615 2.49199 226.811 203.148 2.31136 23.6628 4.18614 19.4767 6.01368 13.463 5.84236 4.66752 2.42767 1.44677 7.62064
internal_count=4633 72 4561 4441 217 165 120 52 49 52 68 51 4224 306 287 242 221 3918 3196 104 722 239 483 240 243 151 123 132 107 92
is_linear=0
shrinkage=0.0728446


Tree=697
num_leaves=31
num_cat=0
split_feature=0 1 0 3 3 3 0 0 0 3 2 3 3 2 2 2 2 1 1 3 3 3 3 4 3 3 1 2 4 1
split_gain=0.770509 1.09578 1.74239 1.20844 1.17244 1.64074 1.53446 1.07286 0.817455 1.77855 1.18115 0.721813 1.13001 0.851627 1.3135 1.18583 1.05675 1.25154 2.16337 1.28011 1.25884 0.996338 0.845591 1.2735 1.13505 1.12918 0.796235 0.739988 0.666535 1.15208
threshold=98.230883170350012 77.621163142300006 99.403050915200012 0.087700000000000014 0.088755000000000014 0.10821500000000002 99.403050915200012 100.35207663525001 97.491557184450016 0.091290000000000024 0.12616000000000002 -0.245505 -0.15544999999999998 0.059500000000000011 0.25783500000000009 -0.0025899999999999999 -0.016679999999999997 81.011308844800013 78.962703749400006 0.076130000000000017 0.089965000000000031 0.097005000000000022 0.078385000000000024 48.553014326500012 0.093635000000000024 0.095830000000000012 81.210254746450019 -0.16262999999999997 44.461493122800007 75.180043159850015
decision_type=2 2 2 2 2 2 2 2 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 -4 28 -10 -11 27 -13 15 -15 16 17 18 20 -19 -14 -16 -21 24 -24 -26 -27 -9 -1 -30
right_child=1 2 7 4 5 6 -8 11 9 10 -12 12 13 14 21 -17 -18 19 -20 22 -22 -23 23 -25 25 26 -28 -29 29 -31
leaf_value=0.00016599885242041953 -0.0020924374267179131 -0.0028981147114323673 0.0010101724023369721 0.0013088872067479615 -0.0019125802721231134 0.0013122007990041683 -0.0012950805280290507 0.00023833605652927566 0.0013032777160897711 -0.00090850544579401064 0.0012306478970827816 0.0012568022230601157 0.0010348654136870844 0.00086657532937269553 -0.0022210854684216776 -0.0022305210601015128 0.0014947394305165535 0.0012222849838753084 -0.0023781754070408148 -0.0020923673138208143 -0.001359989999738792 0.00017959301975189719 -0.0013253482547636933 0.0013317442086840223 0.0015857267852155809 0.00093961769041841061 -0.0017384174175104075 -0.0022106891500288969 -0.0001028490525055944 -0.0022334808455694868
leaf_weight=217.18688015214866 1.9336909123230706 0.76479284529341285 4.3366271085105828 1.3390412307344375 2.558398112654686 1.949637293815613 1.5640377872623501 0.81702223744650826 6.8915168901439738 3.2781022530980408 1.4232581965625284 2.7147453592624471 1.9381114551797538 7.0145798327466746 1.0578957857069329 1.1433376734312428 1.3545259520906281 2.8112927385627691 2.6029497607378289 0.90136514311598048 1.4946389519609509 1.7880787202811914 3.2444754138741683 1.872154740442056 1.4718428251217122 0.68651915341615666 1.1284666773663046 1.1309691023780022 17.409612363291675 1.0336486469022919
leaf_count=2322 115 15 37 6 54 16 33 45 43 42 21 59 32 106 80 98 21 88 93 111 28 30 363 40 28 2 111 85 421 88
internal_value=0.000115864 -0.000107121 3.32367e-05 -0.000712038 -0.000351867 -0.000718104 0.000151625 8.99793e-05 0.000160618 0.000668938 -0.000260913 -2.34753e-05 4.45387e-05 -6.33263e-05 0.000410739 -0.0002897 -0.000175941 -0.000300611 -0.00103008 6.27796e-05 -7.86818e-06 -0.000712779 -0.000287545 -9.39576e-05 -0.000502625 0.000309496 -0.00072545 -0.00118352 0.000135609 -0.00022226
internal_weight=296.842 49.6192 40.2744 9.34481 7.41111 6.07207 3.51368 39.5096 247.223 11.5929 4.70136 35.173 33.225 30.5102 9.86055 20.6497 19.5063 18.1518 6.0357 12.1161 3.43275 2.84597 9.30482 8.40346 6.5313 3.28683 1.81499 1.94799 235.63 18.4433
internal_count=4633 1696 1472 224 109 103 49 1457 2937 106 63 1420 1290 1231 216 1015 917 896 153 743 60 110 655 544 504 141 113 130 2831 509
is_linear=0
shrinkage=0.00196078


Tree=698
num_leaves=31
num_cat=0
split_feature=4 4 1 0 3 3 0 4 0 1 2 1 1 1 2 1 4 0 1 3 4 3 3 3 3 2 2 4 1 0
split_gain=0.164093 0.592789 0.397742 2.49628 0.650514 4.52945 2.08454 1.5025 1.21745 0.831753 2.33977 1.06832 1.49395 1.2037 0.975707 1.25844 0.903445 0.763573 0.637687 0.623547 0.923067 0.801636 0.685263 1.00525 0.851638 1.37231 0.601854 0.589588 1.16034 1.05239
threshold=42.081757894750005 42.027798546600003 64.369753017350021 88.350799540950007 0.091290000000000024 0.088145000000000015 85.866664228400012 41.681597818500002 86.681267041950008 62.057679025150001 -0.088039999999999993 61.971648364950006 61.950140699950005 62.014663695050011 -0.06828999999999999 61.076391807500009 39.788107623550012 86.624809421150005 65.509659264600018 0.10249000000000003 41.243661560350013 0.093745000000000023 0.10646500000000002 0.11636500000000001 0.42293500000000012 -0.088274999999999992 -0.11963999999999998 41.489621506400006 75.424692849750016 98.752444047600008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -7 9 -9 11 17 12 14 -13 15 -1 -16 -11 -4 20 -6 -22 -21 -24 25 -25 -17 -20 -29 -30
right_child=-2 -3 18 -5 19 6 -8 8 -10 10 -12 13 -14 -15 16 26 -18 -19 27 22 21 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=0.018205145673409501 -0.0020117273746431004 0.02931667174766087 -0.033430338985255624 0.066059904696204361 0.029789688555683341 -0.010464001681570613 -0.11811477322395073 0.068625441498225886 -0.0014062776450775836 0.038187041405563303 -0.071437701567141298 0.062790583830833357 -0.092573927695900046 0.0012923553754319655 -0.016164505481919517 -0.010320059325426151 0.058649561801182297 -0.0169649869455448 0.00093820118262410404 -0.022929073534064596 0.02607300803272224 -0.03026707033266127 0.032394180836123061 0.006032248899033644 0.019470662629692572 -0.066627825188447107 -0.10687992617869101 -0.060067200969376927 0.045199375991726388 -0.034687423228952304
leaf_weight=1.534022837819067 82.559411390182504 4.1046007958575492 3.3448596269590771 3.4023776631802312 12.212448385194877 1.5354352173162613 2.5227057673037052 3.1563665852590921 2.260596789419651 2.416549896253855 3.1268086829222721 3.0056846088264138 1.0386015884287187 3.8547187264775857 1.4652092680335091 0.51205434391158622 2.0616890163510107 2.9681841246783733 70.465391754990833 5.1797189768403795 2.3392866291105738 3.1374238021671772 5.5641709975898257 3.2672495059669018 3.941068597137928 2.3869684189558011 1.0345766567625103 2.5554131348617366 1.7172255683690312 1.7841629428112353
leaf_count=105 2058 36 56 46 89 37 20 44 10 23 33 93 14 39 19 54 42 18 1434 33 20 27 30 27 22 22 10 53 21 98
internal_value=0.000619919 0.00199594 0.00126676 0.00511732 0.00217709 -0.00539162 -0.0773841 0.00488287 0.0393999 -0.00324021 -0.0213177 0.00736652 -0.0113583 0.028236 0.00140748 -0.0285436 0.0275689 0.00778603 -0.00229727 0.00864415 0.0186463 -0.00620233 -5.47628e-05 0.00776099 -0.00652346 -0.0246417 -0.0749112 -0.000936412 -0.0227458 0.00449236
internal_weight=240.455 157.896 153.791 73.9239 70.5215 32.4932 4.05814 28.4351 5.41696 23.0181 8.51154 14.5066 7.64615 6.8604 6.60755 3.08065 3.5269 5.38473 79.8671 38.0283 17.6892 5.47671 20.3392 15.1595 9.59529 5.65422 1.54663 76.5222 6.0568 3.50139
internal_count=4633 2575 2539 877 831 561 57 504 54 450 74 376 244 132 230 169 61 41 1662 270 136 47 134 101 71 49 64 1606 172 119
is_linear=0
shrinkage=0.0728446


Tree=699
num_leaves=31
num_cat=0
split_feature=4 0 2 0 0 2 1 1 4 3 2 3 4 1 0 0 2 1 4 4 4 0 0 1 2 2 2 2 2 0
split_gain=0.825453 1.09693 1.02142 0.914017 2.3981 1.67855 1.62778 2.46683 1.96428 1.62319 1.42305 1.34628 1.0947 1.00867 2.18284 0.961025 1.06137 0.936867 1.02863 0.990868 1.27182 1.66966 1.33621 1.28302 1.24043 1.91194 1.11028 0.877996 1.68359 1.93639
threshold=42.081757894750005 104.03526427400001 -0.18437499999999998 86.393602021950016 86.904409066750006 -0.082275000000000001 64.730006406800015 62.084563606450011 42.498713093000006 1.0000000180025095e-35 -0.11534 -0.144095 43.847983878700006 62.036171360100006 85.769879735700016 85.431134011250023 -0.087660000000000002 61.950140699950005 42.206017975500011 42.527280425250005 43.157831852650006 89.057864029250013 91.625341543800019 68.327163385350005 -0.101255 -0.085550000000000001 -0.078504999999999991 -0.064729999999999996 -0.086139999999999994 86.264556031700025
decision_type=2 2 2 2 2 2 2 2 2 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 5 -5 6 7 8 -2 11 -9 -10 13 -7 -15 -11 -17 -6 -19 -20 21 -21 -22 -24 -23 -26 -27 28 -1 -30
right_child=3 2 -4 4 17 12 -8 10 9 15 -12 -13 -14 14 -16 16 -18 18 19 20 22 24 23 -25 25 26 -28 -29 29 -31
leaf_value=0.00024785237218698805 -0.0017855020807641315 0.00049874686989359682 -0.0020317940599595239 0.00094627390966314144 -0.0028480715447252391 -0.002291009409896275 0.0014821745212805291 1.6509156509556963e-05 -5.1802429542941902e-05 0.0014194027259645356 -0.0024845119099685831 -0.0021490701375404312 0.00030284658943189577 0.0012078341789412827 -0.0025171012955631771 -0.00029563483842238536 0.0011050777616732482 -0.00226725036302207 0.0005684307613632386 -0.0017553045778398676 0.00078946285971987352 0.0007671527526399598 -0.0021847609477676057 -3.5706399667514565e-05 -0.0025825140518117777 0.0011355869351809963 -0.00079670822143578499 0.00036330287295979345 0.00034255888734390964 -0.00069639570389084789
leaf_weight=76.056744662695564 2.0211986117065051 0.9897449244926978 1.6121180654536136 11.038082171231506 0.45653831399977107 3.0800345533934879 2.3936209909152231 1.3199988771229985 4.885655605525252 4.1970377061516038 2.5926396483555427 1.550124703382602 1.5850146840675732 1.2464630655013027 1.1750217471271751 5.1037712329998604 3.5103335548192254 0.77824839143431646 9.8412785955879354 3.6557574840262523 7.9777120755825299 3.3436510876490493 1.1162180076353276 24.758652405173052 1.5761363737110503 1.7819288633763779 3.1897554050374319 83.200261123827659 11.067959654552398 18.301722804200836
leaf_count=930 22 161 447 103 5 116 23 66 74 34 38 80 54 26 25 47 15 26 115 37 97 60 44 854 31 9 57 759 69 209
internal_value=0.000118772 0.000195275 -0.00106918 -2.16586e-05 0.000108032 -0.000281759 -6.30126e-05 -0.000209894 5.3336e-05 0.00024644 -0.00164075 -0.000556951 -0.00113292 -0.00154658 -0.000599685 0.00065003 0.00027517 -5.01967e-05 -2.8181e-05 2.26133e-06 -0.000115288 -0.000623009 8.78927e-05 -0.000128415 -0.000204527 -0.000700716 -0.000104144 0.000212716 9.38762e-05 -0.000304866
internal_weight=295.403 191.229 2.60186 104.175 69.514 34.6609 27.5744 25.1808 21.2681 19.2469 3.91264 6.43578 7.08653 5.50152 2.42148 12.8111 8.6141 58.4759 58.0193 57.2411 47.3998 13.5472 33.8526 25.8749 9.89147 6.54782 4.97168 188.627 105.426 29.3697
internal_count=4633 2575 608 2058 1438 620 399 376 272 250 104 154 221 167 51 96 62 1335 1330 1304 1189 194 995 898 157 97 66 1967 1208 278
is_linear=0
shrinkage=0.00196078


Tree=700
num_leaves=31
num_cat=0
split_feature=4 0 0 1 0 0 0 2 2 0 3 1 2 0 3 2 2 2 0 1 0 0 2 2 4 4 3 0 0 1
split_gain=0.7524 1.07352 0.950786 2.03844 1.13537 1.59441 1.32547 1.19227 2.08816 1.8461 3.02341 3.70265 2.22762 1.97061 1.65212 2.48774 1.51321 1.74061 1.27298 2.01027 2.8334 2.17157 1.12763 1.02518 1.01688 1.44336 1.52247 0.956854 0.923501 1.55081
threshold=42.081757894750005 103.57284947555002 85.121961326250016 61.546871980350012 85.307464937250003 85.662341410450011 85.799452775150016 -0.064729999999999996 -0.087660000000000002 86.264556031700025 0.078770000000000021 65.130586668250018 -0.08158 86.09518316945001 0.091290000000000024 -0.072755 0.15684000000000003 0.11061500000000003 86.345209775600011 63.910026677050006 93.308316333500017 94.047642319350018 -0.07490999999999999 -0.036264999999999999 33.96174662340001 38.474425342400004 0.12376500000000003 96.631250582750013 85.931187223550012 62.020040611300011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -4 22 -7 8 28 13 -11 -12 -13 -10 -14 27 17 18 -9 -20 23 -22 -6 -21 -18 -26 -27 -16 -8 -30
right_child=-2 -3 4 -5 5 6 7 16 9 10 11 12 14 -15 15 -17 24 -19 19 20 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00016340536631540624 1.076980456118813e-07 -0.0009390592202597331 0.0014942909810020204 -0.0016701782022607824 -0.0024690617628541894 0.00092298180211568476 0.001454635676200984 -0.00015760370553641949 -0.00047014578920040879 0.0014549773509190387 -0.0024266454620695565 -0.0018668718208764196 0.0010697578330029129 0.0016249616888733625 -0.0028539504401773963 0.00095022701954844998 -0.002006776188437114 0.0019880471755991205 0.0012892261080178055 -7.2547339165420286e-05 0.0018580827683206658 0.00034814134355520192 3.5885208532457381e-05 -0.0018332594806454649 0.00079079048741501643 -0.00080794459671551934 0.0012912712670458874 -0.0006630847774185978 -0.0010808374953829079 0.00029871410851887759
leaf_weight=9.1963039875845407 107.46497871365864 3.097333479072403 2.829538009595125 3.1225954795372663 1.4025111421942713 11.03904291987419 2.4185536131262699 9.8302693590521795 3.8645526841282942 2.1928576482459929 4.9128640815615681 3.0175949631957399 3.7715795924886972 3.1191250830888748 1.5545625658705886 2.2237301915883965 1.0267690687906021 3.1088030617684117 12.390179712325333 2.4601655006408691 4.4861450036987689 19.932320801075548 1.3617706336081017 2.6311827865429249 5.6905418019741765 7.9445107814390195 1.5949650332331655 1.5117632523179052 3.3293285723775616 53.090584021323593
leaf_count=242 2058 634 19 174 33 45 8 52 19 20 46 62 28 25 25 24 19 18 89 19 28 153 10 29 49 122 24 16 34 509
internal_value=0.000130999 0.000205759 0.00022492 -0.000301372 0.000262453 0.000241939 0.000266366 0.000219932 6.32192e-05 -0.000397593 -0.000711809 -0.000991437 -0.000407709 0.000465594 7.82037e-05 -0.000628731 0.00040731 0.00056306 0.000477423 0.000626409 0.000348114 0.000625547 -0.00123505 -0.000982474 -0.000118084 9.24715e-06 -0.000456963 -0.00177381 0.000268167 0.000217307
internal_weight=295.617 188.152 185.055 12.3189 172.736 169.906 167.142 156.103 85.0071 26.1686 19.185 16.9921 12.0792 6.98368 9.06164 5.29006 71.0959 54.8391 51.7303 41.9 29.5098 24.4185 2.76428 5.09135 16.2568 15.23 9.53948 3.06633 58.8385 56.4199
internal_count=4633 2575 1941 416 1525 1506 1463 1418 816 265 221 201 155 44 93 65 602 388 370 318 229 181 43 48 214 195 146 41 551 543
is_linear=0
shrinkage=0.00196078


Tree=701
num_leaves=31
num_cat=0
split_feature=0 1 1 4 2 3 2 2 4 0 3 3 3 1 2 1 1 3 2 1 3 4 0 2 0 4 0 1 2 0
split_gain=0.172963 0.423226 1.18684 0.846764 0.323895 0.70242 0.629703 0.395009 0.590137 0.370623 0.338256 0.40124 0.395648 0.219942 0.8237 0.641291 0.567661 1.52602 0.875822 1.28552 1.79425 0.976354 0.822825 0.786294 0.704777 0.943846 2.17283 0.928317 0.865799 0.813275
threshold=76.535026057600007 58.309968391300011 60.87206898960001 37.572218886150004 -0.23265499999999997 -0.25098999999999999 -0.23353499999999996 -0.23401999999999998 38.804629908750009 67.058211147750015 -0.25420999999999999 -0.25587999999999994 0.10249000000000003 62.041548276350007 0.063030000000000017 62.046925192600007 62.025417527550012 0.089045000000000027 -0.095074999999999993 62.00390986255001 0.090465000000000031 43.735142172100005 85.307464937250003 -0.13006999999999999 86.09518316945001 41.873095646600007 85.662341410450011 61.917879202350001 -0.083004999999999982 85.769879735700016
decision_type=2 2 2 2 2 2 2 2 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 8 -7 -6 11 -11 -12 14 16 -15 18 -18 19 20 22 24 -4 -22 25 29 27 -27 -29 -20
right_child=1 2 13 -5 9 7 -8 -9 -10 10 12 -13 -14 15 -16 -17 17 -19 21 -21 23 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.08461727051916966 0.029177907486750823 0.0062664888393357127 -0.018238804191547251 -0.091145016321733788 0.070624156520450232 0.054058739412570118 0.023527659733298796 0.037427458082629331 -0.085882926540590265 -0.0753076020674074 -0.07926777967525088 0.07847755154010369 0.066962922109251755 -0.041543136221194259 0.042685719133544783 0.00040270972645683849 0.063957048377273243 -0.022389714400621107 0.021286723461240414 0.041822040876895554 0.03218612067506281 0.049411980804915503 -0.10213687779370574 -0.027147234453931052 0.014055719853893145 0.043584205775717776 -0.097186380317975482 -0.088839032942691784 0.017788175771991033 -0.013855213942017146
leaf_weight=0.81983478596521309 2.9191965078935018 0.78574090963229481 0.93177098804153358 1.3207182131009174 0.15876073576509853 0.2846798866521566 0.4663218557834623 2.0562903019599621 0.40027555669075809 0.16299860415165313 1.1699372975708682 0.22019223659299281 0.11191875580698263 2.036079396493732 3.0691668316721907 171.59462661251109 2.7063212823122731 1.9399395398795602 6.9161530919373053 1.6038344642147411 1.9950439166277645 2.6363394632935515 2.0994729301892221 3.2283881362527609 16.193989720195532 1.5797107936814421 1.9052582641597835 0.8441675207577608 0.83750888821669278 7.6648513302206993
leaf_count=64 32 12 14 62 6 11 3 37 35 79 236 3 2 19 27 3535 30 24 36 23 18 12 49 27 107 9 32 23 28 38
internal_value=0.000748637 0.00106308 0.000709147 -0.0548091 -0.0118698 -0.000105875 -0.0454072 0.0211489 -0.0277206 -0.0378475 -0.0481901 0.0130617 -0.0665004 0.00121809 0.00526035 -8.9168e-05 0.00309647 0.0279049 0.000716724 -0.0190476 -0.0308743 0.00576746 -0.0763475 -0.00448538 0.00256611 -0.0068559 -0.0341444 0.00268388 -0.0357365 0.00281353
internal_weight=240.659 234.808 231.889 2.10646 5.85121 4.0274 1.28616 2.74125 0.684955 1.82381 1.66505 0.383191 1.28186 229.783 56.1519 173.631 53.0828 4.64626 48.4365 9.85851 8.25468 38.578 3.03124 5.22343 35.9416 19.7476 5.16665 3.26139 1.68168 14.581
internal_count=4633 4157 4125 74 476 150 67 83 46 326 320 82 238 4051 497 3554 470 54 416 131 108 285 63 45 273 166 92 60 51 74
is_linear=0
shrinkage=0.0743015


Tree=702
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 4 1 4 3 1 0 0 1 0 2 2 2 0 1 2 1 0 2 0 3 3 4 3 3 1
split_gain=1.00866 1.726 2.612 1.92289 1.12971 1.08512 2.43311 1.41887 1.17876 1.03201 1.00062 2.09283 1.0942 1.11908 1.08323 1.68106 1.5225 1.28922 1.15881 2.64808 2.07036 2.17241 2.05185 1.66915 1.40742 1.38568 1.73393 1.69274 2.7487 1.36219
threshold=66.859265246100009 90.321439350550008 91.886121982450007 65.765062787050013 85.732241321850012 38.621016321050007 63.910026677050006 40.679780036550007 0.085625000000000021 62.907231794400012 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 -0.059424999999999999 -0.016014999999999998 -0.068964999999999985 94.354126546200021 75.28220456885002 -0.095854999999999996 75.629015667650023 97.491557184450016 -0.079369999999999996 100.19345760555002 0.074735000000000024 0.083555000000000032 42.546237522150008 0.08674500000000003 0.08846500000000003 71.322105742700003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 8 9 -8 -6 -7 11 12 -2 -14 16 -16 18 -18 19 25 -20 -22 -21 -23 -25 26 -12 -27 -29 -30
right_child=10 2 -4 -5 5 6 7 -9 -10 -11 14 -13 13 -15 15 -17 17 -19 20 22 21 23 -24 24 -26 27 -28 28 29 -31
leaf_value=-7.9283941216439294e-05 0.0019068131408088856 0.0014565314516195042 -0.00092911694757064121 -0.0018146831651119169 -0.00022312162396885844 0.00025608750225967336 -0.0026446370855070728 -7.4547923821529613e-05 0.0012425791143061079 0.0012681297135635182 -0.0026614818704216964 -0.0018785158718424414 -0.0025889517005463838 0.00081131558704380783 0.00074772463509135826 8.1696429498057133e-06 0.00047362213775769218 -0.0026148785710983376 0.0013016153687214177 -0.0019629167050275969 -0.0024730296486753255 0.00075222471958663335 -0.00021826199784949954 0.00054147557062050357 -0.00053080796286749754 0.0015496740622950264 -0.00015991973763076106 -0.0024625007035552196 0.00077642303245833077 -0.00087822209970714674
leaf_weight=39.440005113487132 1.168500401079654 8.8985721096396428 2.2009124313481143 1.8303682208061207 2.8006072817370287 95.915926590096205 1.7219765782356256 1.5869661048054693 8.5495466999709588 4.0369239896535865 1.3920201518340096 3.1288773759733886 0.64055756065499714 0.88803020468913019 17.835345912404591 35.018137137023587 0.75814288109540884 1.6516586384532272 5.3431356840301296 5.5449002258246765 1.32482218381483 10.056761912244836 4.8661921722814423 6.7220311662385965 15.692727234238189 3.5799230912234625 4.5387016236782074 1.507402098737656 7.8171690357848984 2.5326269448269159
leaf_count=988 7 63 40 22 23 642 21 21 55 28 28 76 37 24 192 664 4 64 37 126 70 88 50 185 728 18 170 53 60 49
internal_value=0.000135149 0.00023641 0.000983482 0.000183215 0.000206953 0.000305453 0.000242199 -0.00141202 0.000880923 0.000296962 7.06091e-06 -0.000787412 0.000478372 -0.000613573 4.37427e-05 0.000257732 -0.000110496 -0.00164321 -5.84146e-05 -0.000336575 0.000167435 -1.18767e-05 -0.00114746 8.85372e-05 -0.000209238 5.85128e-05 -0.00074707 0.000368006 1.12373e-05 0.000371526
internal_weight=298.989 166.982 11.0995 155.882 154.052 114.612 103.262 3.30894 11.3502 99.9529 132.008 5.82597 2.69709 1.52859 126.182 52.8535 73.3282 2.4098 70.9184 31.7789 39.1395 33.7963 10.4111 32.4715 22.4148 21.3678 5.93072 15.4371 11.8572 10.3498
internal_count=4633 1903 103 1800 1778 790 712 42 78 670 2730 144 68 61 2586 856 1730 68 1662 554 1108 1071 176 1001 913 378 198 180 162 109
is_linear=0
shrinkage=0.00196078


Tree=703
num_leaves=31
num_cat=0
split_feature=0 0 0 1 4 4 1 3 3 3 4 1 2 4 1 1 2 1 1 3 1 0 0 3 4 3 2 4 4 2
split_gain=0.541736 1.11134 1.30997 0.991302 1.49122 1.13872 1.61069 0.954433 1.26905 0.978071 1.05897 1.77546 2.76506 2.08134 1.68599 1.31804 1.3897 0.897978 1.374 1.21424 1.06225 0.891503 1.26985 1.24804 1.63264 1.45607 1.74356 1.39207 0.986143 1.53659
threshold=93.972365491700018 96.631250582750013 97.789976036950009 78.196493182200015 42.081757894750005 40.806664626150003 72.62331947780001 0.10336500000000003 0.095235000000000028 0.094385000000000011 43.61821939175001 71.504920895500007 0.04932000000000001 45.921757303800007 74.026694621850012 71.397382570300024 0.063030000000000017 70.182199495350019 70.077349628250019 -0.16179999999999997 69.873026810350026 86.09518316945001 86.036037090600004 0.08759500000000002 43.564719632750005 0.090235000000000024 -0.087660000000000002 42.684965421050009 41.965446242000006 -0.11692
decision_type=2 2 2 2 2 2 2 2 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 7 -3 4 5 6 -4 8 9 10 15 12 -12 -13 -15 -2 -17 18 20 -19 21 22 28 24 27 26 -25 -23 -1 -30
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 11 13 -14 14 -16 16 -18 19 -20 -21 -22 23 -24 25 -26 -27 -28 -29 29 -31
leaf_value=0.00024883594606797189 -0.00031952437412519882 0.00048506759296246602 0.00088258913401842627 0.00011112834754380553 -0.001740714786674252 0.00046875972694211329 -0.0013058631796169962 0.00092795257711911845 -0.0021391936438867063 0.0013997410924669145 -0.0023226970413758657 0.0019274369883035701 0.0021950737156277373 0.002326238965896915 -0.0022359976120541738 -0.0023035589804446892 -4.0686637218925014e-06 0.00062838219414499872 0.0013711386927051298 -0.0022565074958322095 -0.0011288121095891983 0.00043393069905159316 -0.0018393669268609561 9.743536900018443e-05 -0.00046004209250323773 0.00023712802058022247 -0.0015041979418880082 0.0011948185719934054 0.00029262794062254551 -0.00063120908907005318
leaf_weight=38.086865423887502 9.2272163955494886 24.861866474850103 1.6889251405373196 39.067570995313872 2.7869866756955153 5.4399885386228561 4.7047570702270605 2.0071242797421283 1.5412893756292749 1.139363970607518 1.8276835551951074 2.7815210097469389 0.68948983773589123 0.42179611325263966 1.0310205964196937 3.1130016800016156 1.4116240146104244 0.93350715469569001 3.5990896373987189 1.2762371294520551 2.2916148155927649 36.921265725744888 1.342481305822729 6.1779529564082623 5.8233954878523937 49.550097656901926 4.23248352576047 11.70155564509332 11.739691250259055 15.355387891526336
leaf_count=576 145 164 8 1444 112 40 142 33 45 6 111 25 4 1 78 68 10 14 23 88 26 276 12 35 70 329 43 115 245 345
internal_value=0.000119211 7.58903e-06 0.000120264 -4.86686e-05 -0.000475659 -0.000177721 -0.000727772 -0.00034375 -0.000453846 -0.000333824 -0.000430158 0.000193345 -0.00108521 0.000953407 -0.000911444 -0.000736268 -0.00158615 0.00018047 0.000194879 -0.00103778 0.000171774 0.000188246 1.12886e-05 0.000291143 0.000501844 9.98186e-05 -0.000553727 0.000617046 4.94045e-05 -0.000230931
internal_weight=292.773 103.741 78.5501 53.6882 14.6207 11.8337 6.39368 25.1911 23.184 21.6427 20.5034 6.75151 2.51717 4.23434 1.45282 13.7518 4.52463 189.032 186.822 2.20974 183.223 180.931 66.5244 114.407 54.4462 59.9605 10.4104 48.6228 65.1819 27.0951
internal_count=4633 2436 1910 1746 302 190 150 526 493 448 442 219 115 104 79 223 78 2197 2095 102 2072 2046 1178 868 461 407 78 391 1166 590
is_linear=0
shrinkage=0.00192234


Tree=704
num_leaves=31
num_cat=0
split_feature=2 4 2 2 2 4 1 4 3 3 3 0 4 3 2 3 2 2 3 2 0 0 0 0 2 0 2 0 3 3
split_gain=0.168122 0.775769 0.359454 0.408689 0.538107 0.67255 0.372965 0.502811 0.330553 0.231394 0.207778 0.281528 0.198884 0.617809 2.05183 0.712687 0.668325 1.27594 1.23388 0.809502 0.699189 0.872726 0.684785 0.814886 0.717631 0.74191 0.649475 0.531147 0.520787 1.34413
threshold=-0.63026499999999996 40.574766824850009 -0.59238000000000002 -0.51760499999999998 -0.58319500000000002 49.960114208400007 78.27445846800002 42.844429421150004 0.09721500000000001 0.085715000000000027 0.093955000000000025 101.11291028615001 42.081757894750005 0.096915000000000015 -0.08725999999999999 0.10176000000000003 -0.043559999999999995 -0.060989999999999996 0.089965000000000031 -0.031989999999999998 86.866770652900016 88.350799540950007 95.550490414250007 96.082805124100005 0.059500000000000011 102.21786657775002 -0.064729999999999996 67.058211147750015 0.092485000000000026 0.091290000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 4 9 -6 7 -2 -1 -4 11 -8 -5 16 -15 -16 17 28 19 -18 27 -22 -23 -24 -25 -26 -17 -21 29 -14
right_child=2 -3 3 12 5 -7 10 -9 -10 -11 -12 -13 13 14 15 26 18 -19 -20 20 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.01450872697586519 -0.014809329650504252 -0.065648813025924499 0.037990236552567627 0.0025269176294414322 -0.0787720311617921 0.07751152724209176 0.078242336375605598 0.042935768982188108 0.05418317753730393 -0.019739578092847362 0.075323780191610207 -0.042161622181184105 0.0016274813922550083 -0.088584711253261783 -0.056362415612114629 0.035130424892052765 -0.10495756219165761 0.071130453731896956 -0.082394064219544816 0.069824499799542139 0.080329817879027793 -0.058231392878615486 0.067954365291914023 -0.05907215488090372 -0.012769527351084994 0.046044818234585727 -0.010182854787171049 -0.079163120040490226 0.026962248772798392 -0.08666003573887239
leaf_weight=0.84288555210514393 1.9929403434362023 1.0550783682847393 0.60751057756715476 150.49746476008931 1.2015319709098538 0.16634264588356007 0.18881338834762551 1.3368980516679583 0.66500565968453884 0.93614154531405802 0.85433141429530224 0.22685575942614378 51.478568377191543 1.8253643182106305 1.1874391423189061 2.462911343201994 0.42908476002048601 1.4539205186301902 1.2948898591857858 0.14735912019386777 0.7279285192489614 1.0366362564673162 0.94972449168562878 1.0601697301754027 3.4272853448055685 1.7039154304075053 5.2696074140403661 0.91777521434414666 4.1178061482496551 0.93159165949327771
leaf_count=35 37 23 30 2315 164 1 1 15 14 22 17 50 1185 55 30 13 7 16 50 4 3 70 6 117 35 44 90 123 43 18
internal_value=0.000819426 -0.0177379 0.00101891 0.000622209 -0.0264992 -0.0597669 0.0211848 0.00837477 0.0157856 0.00298023 0.0547717 0.0125306 0.000964167 -0.00196028 -0.0182184 -0.00381879 0.000546999 0.00375103 -0.0153384 -0.00698928 -0.0027733 0.00389782 -0.00290566 0.0051257 -0.0045119 0.00676092 0.00425003 -0.058551 0.00201801 5.8169e-05
internal_weight=240.994 2.56297 238.431 233.831 2.91153 1.36787 4.59984 3.32984 1.50789 1.54365 1.27 0.415669 230.919 80.422 10.7453 8.91996 69.6767 57.9819 11.6948 10.3999 9.97079 8.90566 8.17773 7.14109 6.19137 5.1312 7.73252 1.06513 56.528 52.4102
internal_count=4633 72 4561 4441 217 165 120 52 49 52 68 51 4224 1909 188 133 1721 1262 459 409 402 275 272 202 196 79 103 127 1246 1203
is_linear=0
shrinkage=0.0728446


Tree=705
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 4 1 0 3 0 3 3 3 3 0 3 2 1 1 0 2 0 0 0 4 4 4 1 0 3
split_gain=0.188965 0.842731 1.58965 0.777483 0.848516 0.698326 0.853403 1.5431 0.553656 0.479374 1.27892 0.452638 0.866094 0.668646 0.613974 1.26544 1.10057 1.00183 0.942619 0.809767 0.566828 0.557115 0.801091 0.545596 0.535364 0.500393 0.667354 0.802157 0.463733 0.626194
threshold=97.886760529650019 97.491557184450016 75.28220456885002 78.196493182200015 42.081757894750005 41.037275035300006 72.62331947780001 101.80384402570002 0.088755000000000014 100.35207663525001 0.087795000000000026 0.076130000000000017 -0.245505 0.077990000000000018 101.61296349840002 0.093635000000000024 -0.088880000000000001 83.116371560950014 78.895492296100016 104.25302938255003 -0.16262999999999997 102.11570516885001 104.61328277200001 113.1679565431 48.553014326500012 42.580420142950011 42.388109226950007 81.339300736700025 109.30464220965001 -0.15544999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 8 -8 10 -5 12 20 -13 15 -15 17 -16 -18 -19 -11 -14 -23 28 25 26 27 -20 29 -24
right_child=3 2 -4 9 -6 -7 7 -9 -10 11 -12 13 21 14 16 -17 18 19 24 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00078753531077928947 0.023696656194589941 -0.020055322520294329 0.055161860679532791 -0.019163372718392614 -0.067776514093212351 0.018812997161616614 -0.022821100403603321 0.063113899338678461 -0.082928693797786085 0.015235950380149696 0.062901121231399626 -0.080556256583003444 0.078622936054286094 -0.085049516173957007 -0.073402466774702205 0.0012963742997058334 0.06081944053718636 0.04671617460803678 0.010740250456968572 -0.07728399267186721 -0.082468818785555661 -0.084931800717198969 0.074782950784328561 -0.025902801828987916 0.070515743699415531 -0.028446826029147269 0.049614065776788625 -0.079830231760419215 0.069869073379051946 -0.044282033436152064
leaf_weight=192.2569566093407 1.468430788256226 2.5450734265614292 4.4106664252467453 2.0055582309141782 1.872703719214768 2.9084369717165828 1.3707053286489101 0.67173203187121533 2.4596254479838535 0.63195190209808061 2.3913336014957167 0.69410279199292091 1.0814670398831392 1.5323801274644235 1.8026859843521443 2.6796730379574001 2.0555129200220028 1.046338341431692 2.8163795729924446 0.42549899632467703 0.74088024633965666 0.39664925503893789 0.43544491101056337 0.80945603514192033 0.63759765253053036 2.664691144011158 1.7810538858175275 0.70158745392109256 1.6626802710816262 0.60789409989956833
leaf_count=2831 8 28 44 26 108 30 45 17 78 45 18 109 7 43 145 28 19 26 50 238 85 29 6 108 27 137 14 209 35 40
internal_value=0.000767156 0.00172513 0.0276402 -0.00396218 -0.0214173 -0.0116394 -0.0264739 -0.0428379 -0.0614189 0.00237788 0.025469 -0.00165042 0.01582 -0.00755481 -0.00476203 -0.030117 0.00290388 -0.0355242 0.0147117 0.0108685 -0.0374927 0.0304766 0.0171671 0.0286868 0.00369301 -0.00165701 0.0118146 -0.0073222 0.0450163 0.00541058
internal_weight=239.565 199.213 6.95574 40.3525 10.7516 8.87893 5.97049 4.50206 3.83033 29.6008 4.39689 25.2039 6.36642 18.8375 18.1434 4.21205 13.9313 3.27452 10.6568 1.47184 1.37283 4.99359 3.91212 3.51548 8.60131 7.96371 5.29902 3.51797 2.70602 1.04334
internal_count=4633 2903 72 1730 286 178 148 140 123 1444 44 1400 355 1045 936 71 865 409 456 264 130 225 218 189 437 410 273 259 81 46
is_linear=0
shrinkage=0.0757875


Tree=706
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 0 4 3 4 3 1 3 3 0 2 4 3 2 1 0 2 2 0 2 2 1 2 4 4 2
split_gain=0.857423 1.62983 2.26183 1.75074 0.883173 1.21422 0.854357 1.70524 1.782 2.34575 1.31099 1.14965 1.16418 1.47507 2.75028 1.12866 1.09383 1.46016 0.93501 1.10736 0.842006 0.838646 2.42177 2.34831 1.24434 1.37599 1.03227 1.98527 0.959952 1.55073
threshold=66.859265246100009 90.321439350550008 91.886121982450007 65.765062787050013 86.09518316945001 86.135510041400025 41.289992964000007 0.087795000000000026 43.182896969600009 0.092895000000000019 62.057679025150001 0.092015000000000027 -0.08138999999999999 87.261973998100004 -0.094409999999999994 43.564719632750005 0.10214000000000002 -0.072755 62.132955852800002 86.692020874450009 -0.068964999999999985 -0.060989999999999996 92.168410086200012 -0.068964999999999985 -0.016014999999999998 70.940344688150006 0.048475000000000011 36.859113051050009 39.788107623550012 -0.092084999999999986
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 15 9 10 -9 12 -7 -14 -15 18 -13 -18 19 20 -8 23 -23 28 25 -24 27 -26 29 -2
right_child=21 2 -4 -5 5 6 7 8 -10 -11 -12 16 13 14 -16 -17 17 -19 -20 -21 -22 22 24 -25 26 -27 -28 -29 -30 -31
leaf_value=1.617438549048622e-05 -0.00012388023501987545 0.0013419853868685795 -0.00081417509941278951 -0.001727492200662046 0.0011327331984655128 0.00093406550905141006 0.0015999125811640054 -0.0024624700188893259 0.00086599958813029024 -3.9742968576055271e-05 -0.00074267994716737274 0.0013186662765975498 -0.00091566591538048264 -0.0012050688956587619 0.0013051727953225329 -0.00061360825276577421 -0.00051160384639401121 0.00093751791927301602 -3.2214681296877279e-05 0.00021143805458083154 0.00017686436128102408 -0.0019973708327918603 0.0013986564279476706 -0.0026076995138376645 0.0015363370684414017 0.00028784103999100085 0.00017197993681019233 -0.0015837377684460347 5.563841055726156e-05 -0.0013561230228005716
leaf_weight=63.015850575262448 14.090273193329269 8.7806307859718782 2.1514668005984268 1.7181510776281346 5.9281165041029444 4.4630591422319439 6.684255965054037 2.684754438698298 3.8464882522821418 11.628477796912192 3.8066168278455734 7.9828050732612637 5.4888336434960348 2.4231295287609109 4.3036053515970698 3.1654687458649269 3.9531234726309785 6.5816336385905716 5.925648219883441 5.6577668935060492 1.8956848867237601 1.7400731419911597 6.0226450031623271 1.3296849439066125 0.94783404457484621 11.570034873700932 28.549735627300834 3.072085181629518 50.832250593673962 4.8851157036333452
leaf_count=1171 421 63 40 22 41 33 77 35 16 77 20 42 30 19 43 23 26 44 35 34 12 81 33 42 11 186 519 128 1185 124
internal_value=0.000124876 0.000214921 0.000917647 0.000164096 0.000185845 0.000309566 0.000248941 7.77832e-05 -0.000299063 -0.000546383 -0.00145396 0.000469209 0.000110307 -0.000190661 0.000400924 0.00043262 0.000792471 0.000393741 0.000596869 0.00085869 0.0012855 6.2553e-06 0.000188415 -0.00012665 0.000264237 0.000668115 4.60796e-05 -0.000848073 -7.9391e-05 -0.000441115
internal_weight=285.125 162.086 10.9321 151.153 149.435 86.4195 80.4914 45.2952 21.9663 18.1198 6.49137 35.1962 16.6786 12.2156 6.72673 23.3288 18.5176 10.5348 20.1634 14.2377 8.57994 123.04 51.9024 71.1373 50.1623 17.5927 32.5697 4.01992 69.8076 18.9754
internal_count=4633 1903 103 1800 1778 607 566 329 148 132 55 237 125 92 62 181 112 70 158 123 89 2730 958 1772 877 219 658 139 1730 545
is_linear=0
shrinkage=0.00188464


Tree=707
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 3 3 2 3 1 3 2 3 2 2 4 2 3 2 4 3 4 2 0 0 2 0 0 4 3
split_gain=0.173574 1.33285 1.62837 0.583455 0.833837 0.523011 0.516656 0.426255 0.414361 0.351441 0.346804 0.961404 0.93535 0.343508 1.09972 0.476646 0.719386 0.385457 0.731578 0.865986 0.645271 0.725455 0.597341 0.788925 1.06061 0.833477 0.675245 0.50768 0.497829 0.47405
threshold=71.053259929650025 95.550490414250007 -0.089139999999999997 70.816675614150014 70.348883899450016 -0.25843999999999995 -0.25420999999999999 -0.21563499999999999 0.078095000000000012 87.667931175800007 -0.22831499999999999 -0.16262999999999997 -0.21029499999999998 0.22387500000000005 0.13747000000000004 41.542492784600007 0.28423000000000004 0.094595000000000026 -0.21563499999999999 41.675153845500006 0.094385000000000011 37.232443001650005 -0.47573499999999996 98.51854819030001 99.403050915200012 -0.079369999999999996 96.870523356300012 101.19356403005001 41.835830569250014 -0.098985000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 7 4 -1 9 -7 -2 -6 -3 11 -8 -12 14 17 16 -15 18 19 27 21 -20 28 26 -25 -26 -24 -14 -19 -23
right_child=1 5 -4 -5 8 6 10 -9 -10 -11 12 -13 13 15 -16 -17 -18 22 20 -21 -22 29 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0018594279229899391 0.037298881926336569 -0.080096065917347484 -0.076369010365682666 0.030108673408988724 0.0059670307465095268 0.063128448125136766 0.061814543695895237 -0.02081970178981277 -0.076286525315483258 0.034117090771656075 0.060225863553457042 -0.07273749740680989 0.013643749348433135 -0.05746850691356651 0.049259316212291029 0.025653728154425043 0.0083666690076549845 -0.011813862290471709 -0.078793909291529421 -0.081953033856769025 0.061334331005497705 0.041158030958838146 -0.014204833311630648 0.048387053872226388 -0.078807974406972084 -0.005752637574242157 -0.087133363188853383 -0.076662251573565335 0.048025811606641107 0.0033803160205146759
leaf_weight=163.6733704766375 1.1244613116723488 0.67486883788660534 2.7501418790889138 3.8316083140089168 0.46300924240494978 0.71170959004666556 0.391050451195042 1.6554944319650529 1.090184931294061 0.18138313471717993 1.4075515289841778 1.0084963369736204 1.7676588132453543 2.191311362170381 2.4700569778997297 1.003565133170923 1.4725817524922602 1.5998578207691019 0.55238611772257584 1.1254035802594442 1.0741644352674473 1.8580138378601834 1.2202528752386554 1.3951315823942421 1.1182209251560364 3.2003272268357263 1.5040823658928273 0.4062506298023435 1.3690073764955739 34.314099536411973
leaf_count=2203 32 57 300 35 22 11 16 32 85 44 27 61 31 54 33 40 87 64 93 78 3 31 18 13 108 90 31 101 22 811
internal_value=0.000746851 -0.00231636 -0.0366271 0.002007 0.00135532 0.000647549 0.00141417 0.00268862 -0.0517666 -0.0559019 0.000710837 -0.035142 0.00153275 0.000147601 0.00175842 -0.0188251 -0.0310082 -0.000476231 0.00281197 -0.0300841 0.00568335 0.0040556 -0.0123233 -0.0222111 -0.00683075 -0.0246692 -0.0544681 -0.00323224 0.0157795 0.0053208
internal_weight=238.606 69.5475 5.5301 169.058 165.227 64.0174 63.1612 2.77996 1.55319 0.856252 62.4495 1.39955 61.0499 59.6424 54.9749 4.66746 3.66389 52.5049 41.098 3.29931 37.7987 36.7245 11.4069 8.43801 5.71368 4.31855 2.72434 2.17391 2.96887 36.1721
internal_count=4633 2288 364 2345 2310 1924 1823 64 107 101 1812 77 1735 1708 1527 181 141 1494 1148 210 938 935 346 260 211 198 49 132 86 842
is_linear=0
shrinkage=0.0728446


Tree=708
num_leaves=31
num_cat=0
split_feature=0 1 1 2 3 2 3 3 0 3 3 3 2 2 1 4 2 1 0 3 2 3 1 0 3 0 0 0 3 3
split_gain=0.167528 0.38806 1.04282 0.308449 0.60748 0.57719 0.339033 0.753828 0.304827 0.303876 0.366602 0.363007 0.218956 0.815718 1.46375 1.1551 1.62556 0.982256 1.48387 2.0435 1.04625 0.867381 1.57777 0.960575 1.78772 1.82245 0.989533 0.970361 0.842264 0.954668
threshold=76.535026057600007 58.309968391300011 59.98487780655001 -0.23265499999999997 -0.25098999999999999 -0.23353499999999996 -0.10696499999999999 0.07771500000000002 67.058211147750015 -0.25420999999999999 -0.25587999999999994 0.10249000000000003 -0.064729999999999996 -0.053874999999999999 70.182199495350019 40.099856909850011 -0.059424999999999999 61.907125369850007 86.345209775600011 0.10487000000000003 -0.017745 0.084065000000000015 65.130586668250018 102.32271644485002 0.097005000000000022 95.746747857800017 86.904409066750006 100.19345760555002 0.096715000000000009 0.089705000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -6 -8 -5 10 -10 -11 -4 14 15 -14 -17 -15 19 20 -19 22 -20 24 25 26 -23 -27 29 -25
right_child=1 2 12 8 6 -7 7 -9 9 11 -12 -13 13 17 -16 16 -18 18 21 -21 -22 23 -24 28 -26 27 -28 -29 -30 -31
leaf_value=-0.08711003467967593 0.029307571819129501 -0.06732588461581486 -0.00075929209468821111 0.069505775571848741 0.042530625025768258 0.022146012555450005 -0.080402867822589569 0.047865647825056472 -0.078282990111197062 -0.082079383568987696 0.080556807094780053 0.068779073989693434 0.071718705976062794 0.039172638184402711 -0.040178171771532017 0.056473747899894886 -0.033126569444672738 -0.044941600707285013 0.065593528962817754 -0.10358502638671108 0.0088658131961055538 -0.0068808806548200062 0.0075915902205086101 -0.080008677153362434 0.0092124299702559306 0.016337799876912428 -0.073444291094279412 -0.042310234842108552 -0.085793604173247412 0.070527936726856061
leaf_weight=0.76263492450379999 2.8635807661339632 1.3398420888697717 143.48077476540129 0.13887476339004834 1.6029518503055444 0.46521160006523155 0.52285167830996193 0.57479123643133789 0.15157599214580841 1.0837567612325072 0.2032791419769634 0.10450865561142575 3.5374661460518819 3.8938153376802793 1.7187917475894199 2.5302245209459202 2.3189120546448989 3.5583244622685006 3.257080718874934 1.747964298352598 5.4930700839031479 1.8062159977853278 20.082460695595728 0.28321140884509066 17.893449894851074 5.4704921655356884 5.1114742908393964 2.4368295627646148 0.28740010894762225 2.2659455850080121
leaf_count=64 32 62 2675 6 21 3 47 15 79 236 3 2 24 31 54 20 23 43 44 39 71 16 397 109 177 32 134 54 53 67
internal_value=0.000706933 0.00102698 0.000672588 -0.012492 -0.000631815 -0.0457146 0.0198654 -0.0132338 -0.0401926 -0.050065 0.0127086 -0.0688113 0.00107363 0.00421594 0.0248103 0.0381294 0.0136259 0.00138783 -0.000723216 -0.0270645 -0.0122872 0.00410692 0.0156859 -0.0034939 -0.00723511 -0.0270869 -0.0560645 -0.00173599 0.0396593 0.0538033
internal_weight=236.988 231.377 228.514 5.61044 3.92844 1.22785 2.70059 1.09764 1.682 1.54312 0.354855 1.18827 227.174 83.6931 10.1054 8.3866 4.84914 73.5877 69.6939 10.7994 9.05139 58.8946 23.3395 35.555 32.7185 14.825 6.91769 7.90732 2.83656 2.54916
internal_count=4633 4157 4125 476 150 67 83 62 326 320 82 238 4063 1388 121 67 43 1267 1236 153 114 1083 441 642 413 236 150 86 229 176
is_linear=0
shrinkage=0.0773033


Tree=709
num_leaves=31
num_cat=0
split_feature=0 1 0 3 3 3 0 0 0 3 3 3 4 3 3 4 0 3 3 3 0 2 4 2 3 4 3 3 1 0
split_gain=0.174492 0.657192 1.42301 0.763543 0.78884 1.14793 1.00105 0.670235 0.50353 1.36898 0.589675 0.384781 0.724377 0.576737 0.808844 0.730179 0.962837 0.671693 0.609591 0.581238 0.52204 0.469789 0.772582 0.451885 0.38492 0.713841 0.348793 0.597032 0.587483 0.438821
threshold=98.230883170350012 77.621163142300006 99.403050915200012 0.087700000000000014 0.088755000000000014 0.10821500000000002 99.403050915200012 100.35207663525001 97.491557184450016 0.091290000000000024 0.10821500000000002 0.09721500000000001 33.361153777850006 0.089345000000000022 0.086375000000000021 41.243661560350013 106.56510337475001 0.09117500000000002 0.085715000000000027 0.084805000000000019 101.19356403005001 0.28423000000000004 42.027798546600003 -0.24023999999999998 0.091705000000000023 39.065416244600009 0.076130000000000017 0.077990000000000018 79.728914316550018 113.1679565431
decision_type=2 2 2 2 2 2 2 2 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 -4 -1 -10 -11 13 -13 14 18 17 -17 -15 19 23 -19 22 -14 -9 -22 -26 28 -28 -25 -30
right_child=1 2 7 4 5 6 -8 11 9 10 -12 12 21 15 -16 16 -18 20 -20 -21 24 -23 -24 26 25 -27 27 -29 29 -31
leaf_value=0.00077924925030168582 -0.092871023437522043 -0.12657014885596504 0.041260947158409264 0.051273861178979613 -0.08599615119577092 0.05305873548954624 -0.056746717574952768 -0.091298444202904658 0.050309968072052444 -0.045149906889212776 0.029004181168720621 0.096155116167101012 -0.096140108311513844 0.092009279297891433 -0.067523096533647617 -0.081586671420252138 0.054093485167651216 0.058588536893943409 0.084859031206802701 -0.095437395589995727 -0.096085227684147248 0.02776595702690628 0.002922063016319735 -0.072442996645844623 -0.097459825989363258 0.056482689834620924 -0.094054650946592155 -0.001658502309259688 0.04288698087612898 -0.017966334202591191
leaf_weight=190.3553245495641 1.2362339260580473 0.67417757699149916 3.3479718677699593 1.1098245212342588 1.8508040392771361 1.4978001900017264 1.1629268601536749 0.40761204574392174 5.4752568381372821 2.43776941834949 1.2945864275097845 0.33574634552724036 1.591799578414794 1.5688922732442723 1.5107850326803589 0.96157109178602673 0.72209035485502682 1.4036626690067353 0.65049585007727806 0.51756188859508334 0.36549295701070139 0.63297856201825187 1.0176084387057924 0.49806832353351271 0.34361780860490376 0.76915032307078945 0.6121289265793165 5.5606703696303157 3.9588209807698149 1.223024509496099
leaf_count=2831 115 15 37 6 54 16 33 132 43 36 27 26 105 42 165 23 39 8 28 59 33 10 32 20 53 18 91 256 152 128
internal_value=0.000739455 -0.00499376 0.000912064 -0.029688 -0.015793 -0.0322912 0.00506595 0.00398158 0.00176023 0.0220408 -0.0194292 -0.00108135 -0.0280043 0.00348995 -0.00592339 0.0264141 -0.023396 0.0452563 0.001007 -0.00326173 0.0198044 -0.040861 -0.0575082 0.000629408 -0.0170225 0.00894593 0.00379079 -0.010821 0.0196706 0.0285243
internal_weight=235.094 35.5315 28.6739 6.85759 5.62136 4.51153 2.66073 27.9998 199.563 9.20761 3.73236 24.6518 3.57813 21.0736 14.9392 6.13448 1.68366 4.45082 13.4284 12.7779 2.88192 3.24239 2.60941 12.2603 1.47826 1.11277 11.8527 6.1728 5.67991 5.18185
internal_count=4633 1696 1472 224 109 103 49 1457 2937 106 63 1420 173 1247 1031 216 62 154 866 838 112 147 137 779 104 71 647 347 300 280
is_linear=0
shrinkage=0.0887971


Tree=710
num_leaves=31
num_cat=0
split_feature=1 1 1 1 4 2 0 4 4 3 2 2 0 2 2 2 0 4 2 2 2 1 1 4 4 0 4 4 4 1
split_gain=0.897733 1.8193 3.52427 1.19924 1.70833 1.30118 1.19054 1.22282 2.07416 2.01849 1.24069 1.953 1.14631 0.981069 1.7445 1.67981 1.09162 1.03892 1.87543 2.36528 1.70186 1.49361 2.03751 1.39263 1.18622 0.947204 1.47391 1.06376 1.90166 2.08228
threshold=66.859265246100009 66.235542959850008 65.765062787050013 68.20618276945001 37.892416320650007 -0.15397999999999998 87.261973998100004 41.529896397300007 39.852039223600009 0.08729000000000002 -0.083834999999999993 -0.06828999999999999 86.866770652900016 -0.059424999999999999 -0.054875 -0.068964999999999985 94.354126546200021 39.788107623550012 -0.092084999999999986 -0.074029999999999999 -0.102645 69.633754036750005 83.116371560950014 35.119813570500007 41.16018805045001 86.681267041950008 42.546237522150008 42.154118731400011 42.686561923500008 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 6 4 -2 -6 12 8 9 -8 -9 -12 25 15 -15 17 -17 18 20 -20 21 -5 23 -23 -19 27 -27 -1 29 -29
right_child=3 -3 -4 13 5 -7 7 10 -10 -11 11 -13 -14 14 -16 16 -18 24 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.00024093995248484001 0.00059107188584741981 0.0011888615388799284 -0.0026139540485372974 0.0017286878834505918 0.00034313906806332056 -0.0020762658709139051 -0.00068440147710645445 0.00079910474514351636 0.0016530182774163833 0.00093821192850102281 -0.0013439935859817463 0.00033926115890034345 -0.00065619696575984433 0.0018338730244541611 0.00016928512453667918 0.00032413506536147803 -0.0026379700768308411 0.0006046663246717448 -0.0023865245133880527 0.00060979214671217307 0.001730855054134295 0.00025801366426765951 0.0011815952147264323 -0.0016166005166784606 -8.9354595770800056e-05 0.00017040453049534991 0.0016230157950904483 0.00079989448014043218 2.1797017045056696e-05 -0.0019190245331575458
leaf_weight=66.593016320490278 2.2864392325282088 7.1291726101189843 1.7213648101314891 1.1759117543697364 1.1330168535932896 3.4783711670897901 4.5936417169868973 6.9087101817131069 7.535682961344718 8.2252297848463041 4.0761615633964547 7.5748976580798599 7.0654217461124054 2.5496198023902243 47.821612083782384 0.68040472269058172 1.6106371563946593 12.963493645293054 3.4108230342972092 1.4407585756962351 1.754606757262082 2.1346457769977842 1.9273930155759442 5.3226349916076288 35.120295273147349 7.5784122981131059 4.1595320478081703 1.4569504646060512 28.503030006788322 4.2186352591961622
leaf_count=755 14 50 33 7 25 60 37 41 72 53 36 45 57 23 862 4 64 164 100 24 34 42 169 153 985 33 63 31 510 87
internal_value=0.000125803 0.000219673 0.000176546 -5.26342e-08 -0.000794713 -0.00148182 0.000206853 0.000504751 0.000836655 0.000356749 0.000140752 -0.000249631 0.000109906 4.64345e-05 0.000253541 -0.000108021 -0.00175827 -5.00789e-05 -0.000464158 -0.00149672 -5.73807e-05 -0.00035449 -0.000615515 -0.00107999 9.77549e-05 0.000158016 0.000685161 9.66139e-05 -0.000184588 -0.00122106
internal_weight=292.151 167.34 160.211 124.811 6.89783 4.61139 158.489 38.9143 20.3546 12.8189 18.5598 11.6511 119.575 117.913 50.3712 67.5416 2.29104 65.2506 17.1668 4.85158 12.3152 10.5606 9.38467 7.45728 48.0838 112.51 11.7379 100.772 34.1786 5.67559
internal_count=4633 1903 1853 2730 99 85 1820 284 162 90 122 81 1536 2631 885 1746 68 1678 529 124 405 371 364 195 1149 1479 96 1383 628 118
is_linear=0
shrinkage=0.00196078


Tree=711
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 4 1 0 3 1 0 0 4 2 0 4 2 0 3 1 2 2 4 3 3 3 1 0 1
split_gain=0.173629 1.27195 1.6127 1.55408 0.709123 0.678883 0.651317 0.569395 1.19316 0.650174 0.572412 0.566224 0.537702 1.31399 1.87894 1.35152 1.23941 0.783301 0.766661 0.925689 1.68543 0.871255 0.654872 0.481921 0.474006 0.563025 1.03244 0.56035 1.04493 1.2577
threshold=66.859265246100009 90.321439350550008 91.886121982450007 65.765062787050013 0.20852500000000004 0.13747000000000004 41.600558339100012 68.20618276945001 90.490812212800009 0.10821500000000002 67.606656606400023 89.861713010250014 87.261973998100004 41.529896397300007 -0.072755 87.842680954300008 36.772607578000013 -0.083330000000000001 86.866770652900016 0.094595000000000026 62.116825104000007 0.10610000000000001 -0.06828999999999999 39.262923716450011 0.25799500000000009 0.18642000000000006 0.12376500000000003 69.165962322050021 93.308316333500017 69.873026810350026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 6 4 5 11 -3 8 -2 10 -10 12 18 14 15 -14 -17 -15 21 20 -20 -1 -19 -6 25 26 27 -9 -29 -30
right_child=7 2 -4 -5 23 -7 -8 24 9 -11 -12 -13 13 17 -16 16 -18 22 19 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00054985837295762926 0.04267850561414864 0.026356316103016454 -0.034056452227762123 -0.076822810684304105 0.069349704446943466 -0.035856015556776602 0.07448832463813515 0.025730715687921929 -0.086899533974707094 0.010049967870617554 -0.019670838748713299 -0.037011409234907297 0.06128562572902204 0.021978449913820815 0.080697086693934009 0.027928071843702322 -0.049164762299426013 -0.045892236247471602 -0.10136981563497842 0.011687656668775711 0.0014650126245523002 0.065916523989399803 -0.00097250714870098149 0.0056147292003178523 -0.048756778342634449 0.064396068088747413 -0.093699506331780397 -0.050273605141300977 0.043821248385345679 -0.0017044960383674856
leaf_weight=88.795747608630336 1.174027919769286 3.6402132455259544 1.7841221330454571 1.5340580693446089 1.518253487767651 2.9829305125167584 3.119983734562993 4.9277038613799951 2.0459774369373922 0.9715366307646035 1.2011339203454552 2.2426085490733376 2.1866097524762154 4.4841282600536934 3.3546727821230906 2.4302989467978477 2.5577089935541153 3.146301068365573 1.9159030355513089 2.3201134726405144 1.8938796089496461 1.2354608182795335 5.0561825595796099 1.3299929964705368 1.1955951226118475 0.81005181339878518 0.70233593848752107 2.5044462184305294 3.8038187734782687 77.681218935797006
leaf_count=1385 12 32 40 22 23 48 31 46 54 6 27 22 19 26 47 20 24 33 31 14 12 21 31 22 52 29 27 96 33 2348
internal_value=0.000666133 0.00243267 0.0313172 0.000519276 0.0014502 0.000578411 0.0485703 -0.00183805 -0.026249 -0.0454311 -0.0620311 0.00147203 0.00219498 0.0127538 0.0329409 0.0106113 -0.0116029 -0.00400058 -0.000354209 -0.0268069 -0.0502496 0.00144686 -0.0182028 0.0395886 -0.000401322 0.000237999 -0.000341912 0.000395498 -0.00109093 0.0004207
internal_weight=234.547 137.529 8.54432 128.985 127.451 124.603 6.7602 97.0178 5.39268 4.21865 3.24711 121.62 119.377 23.2159 10.5293 7.17462 4.98801 12.6866 96.1611 6.1299 3.80978 90.0312 8.20248 2.84825 91.6252 90.4296 89.6195 88.9172 83.9895 81.485
internal_count=4633 1903 103 1800 1778 1733 63 2730 99 87 81 1685 1663 200 110 63 44 90 1463 57 43 1406 64 45 2631 2579 2550 2523 2477 2381
is_linear=0
shrinkage=0.0773033


Tree=712
num_leaves=31
num_cat=0
split_feature=3 3 3 3 2 2 2 2 1 3 1 2 2 3 2 0 3 1 4 3 4 0 1 2 3 3 4 1 0 4
split_gain=0.156071 0.508448 0.475152 0.445815 0.428757 0.727397 0.579675 2.28754 0.774695 0.869097 0.683215 1.58777 0.790669 0.514619 1.61124 0.502894 0.958893 0.478924 0.651501 0.384276 0.394365 0.414386 0.371317 0.369486 0.970646 1.33039 0.435655 0.819404 0.722296 0.891958
threshold=0.10249000000000003 0.10176000000000003 0.10336500000000003 0.10385500000000002 -0.16164499999999998 -0.098419999999999994 -0.086139999999999994 -0.07490999999999999 61.950140699950005 0.10526500000000003 62.079186690200011 -0.033594999999999993 -0.063379999999999992 0.11296500000000002 -0.017745 89.576736448400013 0.23724500000000004 63.910026677050006 40.330620469300008 0.25799500000000009 38.171717059500004 89.711159354950013 61.944763783650011 0.22387500000000005 0.08079500000000002 0.094595000000000026 35.887362732750006 68.20618276945001 94.496614827150012 43.477771593600004
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -4 17 15 22 -8 -9 -10 -11 12 -12 14 -13 -6 -17 -5 -19 20 -15 -22 -7 -1 26 -26 -25 -28 -29 -30
right_child=2 -3 3 4 5 6 7 8 9 10 11 13 -14 19 -16 16 -18 18 -20 -21 21 -23 -24 24 25 -27 27 28 29 -31
leaf_value=0.0017013753065577859 -0.032261553884823088 0.03029908426429561 0.038788800805389788 0.046502299739942993 -0.072396311796453131 0.043021553744543944 -0.078781344944784962 -0.036007035146518693 0.045522779273215117 0.022559866687500998 -0.019716421710944093 0.033966823682476992 -0.09992642716733105 0.050917821900012525 -0.082091278310844479 -0.057980326681598436 0.038104566778430833 -0.046586488121975245 0.03396237192156823 -0.0092939984473280439 0.032745377801912917 -0.026236543360086313 0.0042453129522215449 0.053924093535023018 -0.085070124546659215 0.0084826380029146223 -0.055665258546465347 0.081958070305453518 -0.049399048794337902 0.053493305327171489
leaf_weight=178.02792259711032 2.9419781763463098 3.3272072372274115 1.4731670082546759 1.9519645888358343 1.3712913598865228 2.252337045967578 2.2158066283882389 2.8531386507675149 2.5922354720532921 5.0501457150094238 1.3464790194120726 1.3198381485417487 1.3675752694107437 2.0753277112162323 1.3217452780445347 1.3021640081433363 1.0245459522461713 1.0466305777954406 1.1786360662226796 2.5204626584236394 1.556501660961658 1.138676969319931 3.4542015913393698 0.89956771178185402 1.9408865138684634 1.4784150888881411 1.1582439895719292 0.73336853086948428 1.0751244065613716 0.81979432402295049
leaf_count=3760 31 34 15 24 16 10 34 31 17 44 27 8 22 20 36 32 15 30 28 29 12 41 49 45 100 31 21 3 51 17
internal_value=0.000589371 0.00150964 -0.00343218 -0.00133346 -0.00285137 -0.00555405 -0.00184571 -0.00666061 0.000244787 0.0053427 -0.000542914 -0.0097685 -0.0601332 0.00399356 -0.0241041 -0.0367054 -0.0156702 0.0196401 -0.00392293 0.0141736 0.0265725 0.0078263 0.0195501 0.000995013 -0.0145196 -0.0446204 0.00744399 -0.00359831 0.0193468 -0.00488497
internal_weight=232.815 189.461 43.3548 40.4129 38.9397 34.7625 31.0645 25.3579 23.1421 20.289 17.6968 12.6466 2.71405 9.93255 2.64158 3.698 2.32671 4.17723 2.22527 7.29097 4.77051 2.69518 5.70654 186.133 8.1054 3.4193 4.6861 3.78653 2.62829 1.89492
internal_count=4633 4062 571 540 525 443 380 321 287 256 239 195 49 146 44 63 47 82 58 102 73 53 59 4028 268 131 137 92 71 68
is_linear=0
shrinkage=0.0743015


Tree=713
num_leaves=31
num_cat=0
split_feature=2 4 2 1 3 2 3 3 3 1 4 4 0 4 2 0 2 2 3 3 2 4 3 3 1 3 2 1 3 1
split_gain=0.166665 0.733544 0.321388 0.382371 0.289964 0.254571 1.05203 1.15504 0.922371 0.765878 1.38173 1.03784 1.06652 0.547716 0.542898 0.514276 0.404857 0.751036 1.10011 1.04252 0.844523 0.963254 0.580752 0.881783 0.406803 0.321341 0.320481 1.19068 0.675761 0.50352
threshold=-0.63026499999999996 40.574766824850009 -0.59614999999999996 78.27445846800002 0.09721500000000001 -0.23557500000000001 0.10787500000000003 0.098085000000000019 0.093185000000000032 62.020040611300011 38.983591653800012 45.458122212500008 81.90387694410002 37.041406607950009 -0.36302499999999999 95.746747857800017 -0.16533 -0.18437499999999998 -0.15544999999999998 1.0000000180025095e-35 -0.23353499999999996 44.701063782750005 -0.25587999999999994 -0.51222499999999993 65.036490633650018 -0.061414999999999997 -0.15022499999999997 87.143681840350013 0.084995000000000029 81.573196594050017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -2 -1 6 7 8 9 13 -11 15 -13 -4 -10 -12 17 18 22 -20 -21 -22 23 -7 -24 -17 27 28 -18 -28
right_child=2 -3 5 -5 -6 16 -8 -9 14 10 11 12 -14 -15 -16 25 26 -19 19 20 21 -23 24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.013863470338941334 0.0077532858294967573 -0.073279043887101242 0.050817936585062985 0.064759088292098643 0.059770683957724634 0.033798452796898609 0.049292585812273387 -0.11126105741758126 0.0010647569331921022 -0.095687068924265331 0.041231967813053293 0.089507779123369338 -0.088247333589481489 -0.092720913292978338 0.077157487360889537 0.0061384777766624807 -0.094052765651321701 0.069549623365805932 -0.088004588739522549 0.054521044303074272 0.012303271516212041 -0.10490237177532501 0.018030147910510302 -0.06283603223974174 0.06729415405280828 -0.087996754908803224 0.001460066981419917 0.028259320573589077 -0.016377728209958722 -0.021686760255387023
leaf_weight=0.83572051564988148 2.6141309533850285 0.998168986319797 0.19598535954718865 1.0737111555317822 0.59023969736881554 1.6290329275216211 1.670254204822412 0.81560243613057615 1.5934079332946569 1.093786940726204 2.9907514928490855 0.26800248026847828 1.1781133851945922 1.4023756472161037 0.97921265602781282 0.75146689990651772 1.3650286414922441 1.4468062600790279 1.1918056332797267 1.1669534111570103 1.1950151120399821 0.73102450044825662 1.9455272138584394 0.97717731934972096 2.4490867331624031 0.34100151388702216 188.3511825199239 1.9610310867610676 1.5438873899111056 6.2817084983635132
leaf_count=35 39 23 13 46 14 46 24 33 52 83 47 1 135 124 10 20 132 34 147 14 41 16 26 35 19 59 2449 171 37 708
internal_value=0.000577846 -0.0203998 0.000799713 0.0243505 0.0166155 0.000414588 -0.0103879 -0.018974 -0.0120008 -0.0251521 -0.0130932 0.00324512 -0.0553047 -0.0751207 0.0300278 0.0239812 0.00109052 0.0149951 0.00800131 -0.0240955 0.000530202 -0.0321819 0.0276459 -0.00243386 0.0454846 -0.0232448 0.000203119 -0.0201753 -0.0528273 0.000713011
internal_weight=231.627 2.42413 229.203 3.68784 1.42596 225.515 13.28 11.6097 10.7941 8.22148 6.62312 5.52934 1.44612 1.59836 2.57262 4.08322 212.235 12.7324 11.2856 4.2848 3.09299 1.92604 7.00082 2.60621 4.39461 1.09247 199.503 4.86995 2.90892 194.633
internal_count=4633 72 4561 85 49 4476 601 577 544 482 345 262 136 137 62 126 3875 378 344 218 71 57 126 81 45 79 3497 340 169 3157
is_linear=0
shrinkage=0.0804263


Tree=714
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 0 0 3 3 2 3 3 2 4 1 3 3 4 1 4 2 4 2 2 0 3 1 0 4 2
split_gain=0.762881 1.03043 0.870505 0.903118 1.91572 1.62811 1.55699 1.20106 1.67786 1.99704 1.58515 1.85917 1.39404 1.4605 1.19454 1.17544 1.09329 1.00344 1.3795 1.17344 0.989872 0.966236 1.75298 1.24043 0.848132 0.833303 0.816489 2.03517 1.27231 3.63983
threshold=91.437149474700007 85.732241321850012 85.769879735700016 -0.095074999999999993 62.00390986255001 86.264556031700025 86.09518316945001 0.080110000000000028 0.086375000000000021 -0.082404999999999992 0.08759500000000002 0.08919500000000001 -0.075639999999999999 40.300545846000013 61.885617704800005 0.079220000000000027 -0.225495 41.685324604100011 61.993156030000002 41.257948413050009 -0.122095 38.983591653800012 -0.16164499999999998 -0.27494999999999997 89.711159354950013 0.088145000000000015 62.079186690200011 87.028078140750011 41.489621506400006 -0.081984999999999988
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 14 -6 17 15 9 -9 -10 25 -11 -14 -4 -8 -7 19 -19 -5 21 -18 23 -23 -22 -12 28 -28 -13 -30
right_child=-2 2 3 6 5 16 7 8 10 12 11 26 13 -15 -16 -17 20 18 -20 -21 24 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-3.7023095876187023e-05 2.0952646656967789e-05 0.0012432059862308217 0.00037995775817188659 -0.00062631383123213399 0.0015170412563499159 -0.00055502637683754134 0.00053054407248786357 -0.0018307296141837587 0.0014012640535652583 0.0012743596148415799 -0.0001593897874844525 0.0011495538132474572 0.00057019985487457702 -0.0016906412638230317 -0.0015918606552775558 0.0019886161185977084 -0.00086202061488449317 3.2402859801592804e-06 -0.0024814034195042955 0.00064671793693079651 0.00064130447521840292 0.00010636786982128461 -0.00021066432282065083 0.0019159303852460475 0.001912706748876984 -0.0018564895168898484 -0.0013373656606930693 0.00039964059587007696 0.0012447607198753639 -0.0016190735823640311
leaf_weight=41.522913233027793 114.43142276559774 3.8093236126005641 2.3021845687180749 7.0004862770438177 7.3516795691102734 3.4520571635803234 9.4721620955970121 3.1833828426897526 4.8378853256581342 2.3453837856650352 2.2991304695606223 9.4190664663910884 2.127096417360006 2.2718676315853372 2.4258938897401094 2.7407727055251589 2.243620939319956 1.6083455164916807 1.844236330129206 4.6217017211019993 4.8575849160552007 2.2813780490032514 6.1313341334462148 4.0275625445065089 3.4498993158340454 2.1549983974546194 3.2195622874423888 13.332770274311768 4.0775548070669183 2.9339997507631761
leaf_count=1000 2678 18 14 41 36 31 77 29 40 9 21 46 12 33 33 74 23 15 38 17 22 29 39 38 26 21 25 91 14 43
internal_value=0.000143722 0.000229728 0.00032065 0.000290871 0.000537266 0.000700816 0.000171461 0.000304214 0.000174711 -0.000550689 0.000345062 0.000208572 5.34995e-05 -0.000597423 -0.000631748 0.000857758 0.000473893 -0.000395804 -0.00132396 -0.000120078 0.00062838 0.00032236 0.000535964 0.00126157 0.00116929 -0.000980481 0.000369146 6.17789e-05 0.00067879 4.63832e-05
internal_weight=277.777 163.346 121.823 118.014 38.5232 33.7951 79.4904 64.4156 52.2027 9.92773 42.275 37.4371 6.74435 4.39896 4.72808 12.2129 26.4434 15.0748 3.45258 11.6222 22.9914 14.6839 12.4403 6.30894 8.30748 4.45413 32.983 16.5523 16.4306 7.01155
internal_count=4633 1955 955 937 291 244 646 535 384 83 301 261 54 45 47 151 208 111 53 58 177 129 106 67 48 42 219 116 103 57
is_linear=0
shrinkage=0.00196078


Tree=715
num_leaves=31
num_cat=0
split_feature=4 3 2 4 2 3 2 2 4 4 1 2 0 2 2 2 4 0 2 2 1 1 0 2 4 2 2 2 2 4
split_gain=0.167349 0.4619 0.485928 0.27057 0.449438 0.648508 0.557672 0.23041 0.22528 1.05167 0.689134 0.615673 0.945415 0.534547 0.473868 0.409837 0.349871 0.717937 0.667013 0.328813 0.76528 1.16816 0.783321 0.571702 0.956674 0.520334 0.655419 0.427811 0.938227 1.00875
threshold=32.724174661450007 0.088565000000000019 -0.10771499999999999 34.515670600900002 0.12419000000000002 0.094385000000000011 -0.11334499999999999 -0.051199999999999996 37.041406607950009 36.859113051050009 71.397382570300024 -0.043559999999999995 90.490812212800009 -0.10771499999999999 -0.59915999999999991 -0.14314999999999997 37.765550062200006 92.773313165550022 -0.047144999999999999 0.23643500000000003 68.20618276945001 69.999384342500022 85.990333302400003 0.63131000000000015 40.858951393400005 0.20852500000000004 0.18839000000000003 0.12616000000000002 0.09450500000000002 37.995872310650007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 -2 -4 9 10 11 12 13 15 -12 -5 17 -10 -19 25 22 -22 -21 24 -23 26 27 28 -18 -30
right_child=3 -3 7 8 -6 -7 -8 -9 16 -11 14 -13 -14 -15 -16 -17 19 18 -20 20 21 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.08395923461045586 -0.052618503272718338 -0.074295576774143862 0.082855808964536828 0.010781983968875154 -0.037565782978949844 0.060327711388147881 0.051295143977586374 -0.011055454412865113 0.0484574633883696 -0.063491168132101719 0.076168788288342892 0.02708394500119804 -0.058351735348430724 -0.019670024283673853 -0.085898040026166536 0.079420861731985523 0.0010877202962379178 -0.064411469323592069 0.015314570689738235 0.016502714377282127 0.0869113345321611 -0.089920896481370888 -0.10032867379888701 0.028673016735908899 0.0087701142651376834 0.042228454400148156 -0.048626453525013789 0.025319530345149263 0.084773826947018779 -0.079929567633677451
leaf_weight=0.25395110159024625 0.81984824155370017 0.70362109613779467 0.42761785225593485 1.6639430811628675 0.70754455105634395 2.147577998766792 0.56379394717896425 0.27941059446129546 2.9901822656393042 1.9951820336282242 0.13464039529208094 4.7696093576960275 1.9228123354259876 2.2982745142653584 0.87574164121042375 0.85019127186387766 187.52770615284135 0.90955396451681769 2.6753167146962369 0.54283586156088759 0.81401348114013661 1.2724121553692391 1.1740786909358574 1.104029947746312 1.2689468136668436 1.9680031905882049 1.7294023400754657 4.6076560098663313 0.28226566314697166 1.6269238312961531
leaf_count=116 39 69 16 56 17 47 24 40 38 38 9 37 29 20 139 9 3337 66 25 16 5 65 45 48 25 29 27 83 2 117
internal_value=0.000624489 -0.0247842 0.0114675 0.00080899 0.02094 0.0326627 -0.0102767 0.045743 0.000429749 -0.00926293 -0.00061783 0.00497502 -0.0106816 0.00836513 -0.0643015 0.0339932 0.00109792 0.0193584 -0.00491353 0.000509133 -0.0177647 -0.000198405 -0.0633902 -0.01965 -0.0406427 0.0010799 0.000666259 0.00110557 0.000516621 -0.0555789
internal_weight=230.907 1.6646 0.96098 229.242 4.23876 3.53122 1.38364 0.707028 225.004 14.5104 12.5152 11.5048 6.73522 4.81241 1.01038 2.51413 210.493 6.57505 3.58487 203.918 6.17632 4.4594 1.71691 3.64539 2.54136 197.742 195.774 194.045 189.437 1.90919
internal_count=4633 241 172 4392 127 110 63 56 4265 337 299 151 114 85 148 65 3928 129 91 3799 204 143 61 138 90 3595 3566 3539 3456 119
is_linear=0
shrinkage=0.0804263


Tree=716
num_leaves=31
num_cat=0
split_feature=0 1 1 2 3 2 2 4 0 3 3 3 3 0 4 4 0 4 2 3 2 4 2 4 3 3 3 4 4 4
split_gain=0.144783 0.353372 1.09097 0.27753 0.546853 0.529504 0.367258 0.490309 0.28114 0.281588 0.353098 0.332103 0.170894 0.393066 0.382207 0.434344 0.37356 0.346823 0.31495 0.345348 0.33947 0.295364 0.289303 0.908896 1.20394 1.462 1.49451 0.789713 1.15591 1.34893
threshold=76.535026057600007 58.309968391300011 59.240174904450008 -0.23265499999999997 -0.25098999999999999 -0.23353499999999996 -0.23401999999999998 38.804629908750009 67.058211147750015 0.10821500000000002 -0.25420999999999999 -0.25587999999999994 -0.27450499999999994 86.692020874450009 32.724174661450007 30.518512326550006 93.047535894850014 34.515670600900002 0.12419000000000002 0.094385000000000011 -0.11334499999999999 29.850823923150003 -0.064729999999999996 39.896141435400004 -0.11595499999999999 -0.08138999999999999 0.083905000000000021 40.467253020850002 40.250747516500006 40.040404835300002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 -6 -5 10 11 -10 13 -4 15 21 -15 18 19 20 -16 -14 23 24 -19 -26 -27 28 29 -25
right_child=1 2 12 8 6 -7 -8 -9 9 -11 -12 -13 14 16 17 -17 -18 22 -20 -21 -22 -23 -24 27 25 26 -28 -29 -30 -31
leaf_value=-0.097421524865431611 0.031694303074375006 -0.09641633916756874 -0.09546809456241491 0.076390374598443236 0.056588353545197638 0.023834253969229204 0.041474657131966734 -0.099644689798394886 -0.088114344213869836 0.090016048002867416 -0.092035080694816418 0.089278023395996747 -0.059943499353882213 0.016233231116273776 -0.042126151694519866 -0.10589413310164607 -0.060935735202246252 -0.090663940312499983 -0.028627490747235404 0.060895642883185289 0.051583217831832638 0.07104838843140969 0.005226839015432202 0.036083669404228413 0.068857574390437659 -0.071981645766178423 -0.0080665069250047093 -0.00026757595002094303 0.065896620891808935 -0.043314810737461608
leaf_weight=0.70335411492123967 2.7966543398797503 0.87581057514762406 0.44560769316740279 0.13298918725922604 0.25853727967478368 0.44601172208786033 1.8749242266640065 0.37026415408763569 0.14119420995848486 0.093489207327365764 0.99668915457004936 0.18449757026974067 0.26066675020319852 1.6382727280142719 0.63076230846400028 0.53735114559731301 0.66978063734131854 1.5320371413545242 0.63058691978221748 1.9863731374061897 0.54708718936853928 0.26116004107052504 77.918654974579113 4.028983351599889 1.6187873335729879 3.2016968834650461 20.688505939549486 97.990897403660711 3.4812217222279287 2.71408588808481
leaf_count=64 32 52 19 6 11 3 37 35 79 1 237 3 104 22 30 44 65 42 16 46 24 18 1250 29 13 104 387 1796 31 33
internal_value=0.000609554 0.000942318 0.000554322 -0.0137486 -0.000655415 -0.0503682 0.0221658 -0.0354081 -0.0446299 -0.055997 -0.0663198 0.0123747 0.00093899 -0.0206127 0.00121118 -0.0509571 -0.00616065 0.00146585 0.027553 0.038749 0.00139995 0.00561436 0.00100147 -0.0014327 -0.0157088 -0.0112071 -0.0166322 0.00213465 0.0251578 0.00412578
internal_weight=229.657 224.455 221.658 5.20195 3.65309 1.14937 2.50373 0.628801 1.54886 1.41587 1.32238 0.325692 220.783 2.75366 218.029 1.05918 2.30805 216.97 3.79481 3.16422 1.17785 0.521827 213.175 135.256 27.041 25.509 23.8902 108.215 10.2243 6.74307
internal_count=4633 4157 4125 476 150 67 83 46 326 320 319 82 4073 106 3967 166 87 3801 116 100 54 122 3685 2435 546 504 491 1889 93 62
is_linear=0
shrinkage=0.087056


Tree=717
num_leaves=31
num_cat=0
split_feature=3 3 1 2 2 2 1 2 2 4 0 3 3 3 2 1 2 1 0 3 4 1 2 1 3 2 4 0 3 2
split_gain=0.162584 0.689405 0.675886 0.977255 0.629421 0.640143 0.637529 0.677042 1.39241 1.07665 1.16888 1.01655 0.768792 0.451227 0.43047 0.413134 0.332623 0.832175 0.358108 0.331061 1.37043 1.11832 2.22178 1.58414 0.885329 0.926343 0.83198 0.716665 0.88659 0.849876
threshold=0.10453000000000003 0.10685000000000001 61.998532946250002 -0.070854999999999987 0.20852500000000004 -0.16164499999999998 61.966271448700006 -0.033594999999999993 -0.063379999999999992 41.037275035300006 86.264556031700025 0.10990500000000002 0.25799500000000009 0.12001500000000002 -0.59915999999999991 67.606656606400023 0.011900000000000003 66.859265246100009 98.752444047600008 0.091510000000000022 41.243661560350013 62.678712853250012 -0.160525 61.950140699950005 0.09117500000000002 -0.05953 41.16018805045001 97.139369169350019 0.092185000000000031 -0.10040499999999999
decision_type=2 2 2 2 2 2 2 2 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 -4 5 14 13 8 9 10 -8 -12 -13 -7 -3 -6 -9 -18 -19 24 26 23 -23 -22 -1 -26 27 29 -29 -21
right_child=1 4 3 -5 15 6 7 16 -10 -11 11 12 -14 -15 -16 -17 17 18 -20 20 21 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00036488819464436828 -0.076672062840636254 -0.0043089745428776336 -0.063651717551523962 0.018267151544547885 0.085273575278818251 0.036752338405079465 0.021991208431159041 0.015489528644324461 -0.10275442871475117 0.020102956876106502 -0.0019775122658289468 -0.12670079204880597 -0.034740444465101439 -0.007680090562936448 0.053850275400450578 0.012448667373334553 0.022961675036910677 -0.096810110246932604 -0.015887135048749248 0.044196443373518073 -0.050014828125945036 0.021631541549531581 -0.076730995148448694 0.017128657106176403 -0.012127514520438648 -0.10555348948633596 0.073429284939142581 0.054996472076902198 -0.023153387885827631 0.010719199678335086
leaf_weight=136.39066464284997 1.5634884387254704 1.4625638921279462 1.5961371043140382 2.5389016847875614 0.90679419413208906 3.1669703277293655 1.4940895885229162 4.9752507344819517 1.4891933868639196 3.2845768774859607 1.2293132738050192 1.6410842769182639 0.97543121355693063 2.9905790919438004 2.0666265256513752 1.2426239667547632 1.5699200406670573 0.86546163260936715 0.64027858994086273 7.412462523905563 2.9779319649096605 2.5597829165380981 3.8997445426430186 11.48409861512482 2.1505090900091095 1.0693818284780707 1.7012460250407446 1.1882170766111801 5.4939367342703918 16.381907794944713
leaf_count=3320 13 34 37 26 10 20 6 41 27 35 15 51 24 26 36 37 21 23 28 56 44 57 130 85 26 46 20 19 172 148
internal_value=0.000516074 -0.00456906 -0.0307262 -0.0133538 0.000399387 -0.00290157 -0.00763908 -0.0153719 -0.0295025 -0.0168541 -0.0395863 -0.063509 -0.0924182 0.0151725 0.029748 0.043172 0.00237919 -0.0188284 -0.0623996 0.00145809 0.00697143 -0.00937276 -0.0377519 0.00330289 -0.000638848 -0.0431559 0.0175982 0.0144816 -0.00925682 0.0211481
internal_weight=228.409 35.6993 5.69853 4.13504 30.0008 27.8513 24.3221 18.1646 10.1137 8.6245 5.33992 3.84583 2.61652 6.15755 3.52919 2.14942 8.05091 3.07566 1.50574 192.71 53.0993 20.9216 6.45953 14.462 139.611 3.21989 32.1778 30.4765 6.68215 23.7944
internal_count=4633 510 76 63 434 387 317 271 158 131 96 90 75 46 70 47 113 72 51 4123 731 316 187 129 3392 72 415 395 191 204
is_linear=0
shrinkage=0.0820348


Tree=718
num_leaves=31
num_cat=0
split_feature=2 4 2 3 0 0 4 3 2 3 4 0 0 0 2 4 0 1 4 1 0 1 0 0 3 4 4 3 3 0
split_gain=0.179896 0.56296 0.269964 0.180466 0.157423 0.57606 1.15351 1.03937 0.749755 0.572474 0.530259 1.43738 1.08179 0.887901 0.869585 1.02714 1.62608 1.29117 1.74555 0.668961 0.812111 0.959642 0.50613 0.490007 0.456511 0.444177 0.919202 0.508392 0.858486 0.467886
threshold=-0.63026499999999996 40.574766824850009 -0.60723499999999997 0.094385000000000011 85.990333302400003 85.823648898300021 40.518963363600001 0.10876000000000002 -0.038374999999999999 0.25799500000000009 41.16018805045001 85.769879735700016 85.732241321850012 85.683849075550015 1.0000000180025095e-35 42.783136484500005 85.799452775150016 61.993156030000002 48.109449608500007 62.025417527550012 85.431134011250023 61.950140699950005 86.135510041400025 86.09518316945001 0.092185000000000031 43.564719632750005 44.131787411600008 -0.53179999999999994 -0.25098999999999999 71.340924949550015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 9 -7 8 -8 10 11 12 13 -4 15 19 17 25 -19 20 -12 -22 23 -6 -25 -17 -27 -28 -29 -30
right_child=2 -3 4 -5 22 6 7 -9 -10 -11 14 -13 -14 -15 -16 16 -18 18 -20 -21 21 -23 -24 24 -26 26 27 28 29 -31
leaf_value=-0.012658464721071485 0.036721056510731646 -0.068237764799140954 -0.012414231738618631 0.047190006329403664 0.00060202701550584312 0.0067723195776248496 -0.10079789746802847 0.011745654496580684 -0.017104986041681761 0.063996796197224162 0.04780034080805682 -0.14020058107908814 0.05795691709508137 -0.11732625921398616 -0.068193579561005177 -0.04340616390556102 0.079516514217380319 -0.09376340021232478 0.057657914047005501 0.050606707358472669 -0.046599090717605672 0.019265637964308104 0.0005766207494741993 0.06295053456396546 0.012697311744628502 0.066613972975453739 0.041566694447427242 -0.095358088655414244 0.020687608389155961 -0.041691490238271539
leaf_weight=0.79317203145910686 1.3367232965774736 0.97819850791711349 8.762587400356999 0.55320262303575873 4.3088941057212633 4.4989345930516702 2.2345242290757596 1.239257365465164 1.0032185991294684 0.90093116462230582 2.7622298260103033 0.56760901212692338 1.3668396249413497 0.5548485144972809 0.99938668718823365 1.339907904432035 1.2195438966155059 2.4195833796402444 0.6182754486799239 4.1498349367175242 2.2464485988020897 3.9412053385749459 166.92131452855529 2.3734630271792412 2.3046787083148956 1.3473242817417483 1.0658828900486659 0.80316427381330502 2.0751599742507172 1.2440638865809885
leaf_count=34 34 23 386 15 30 28 55 7 10 7 46 4 5 5 150 41 6 141 3 44 22 35 3317 25 16 20 17 25 54 28
internal_value=0.000454896 -0.0218039 0.000685265 0.0119323 0.000469517 -0.00364626 -0.0219889 -0.0508911 -0.0748655 0.000643002 -0.000879716 -0.0154854 -0.00885987 -0.0186617 0.00538522 0.00829945 -0.00856146 -0.018404 -0.0629456 0.023916 0.0115401 -0.00464677 0.00157763 0.0201699 0.0381934 -0.0012227 0.00742562 -0.0079448 -0.0207465 -0.00269243
internal_weight=226.93 2.32457 224.606 1.34637 223.269 47.3608 8.97593 4.477 3.23774 38.3848 37.4839 11.2519 10.6843 9.31744 26.232 25.2326 12.1329 10.9134 3.03786 13.0997 8.94988 6.18765 175.908 8.98704 4.67814 7.8755 6.5356 5.18827 4.12239 3.31922
internal_count=4633 72 4561 49 4527 1139 100 72 65 1039 1032 400 396 391 632 482 335 329 144 147 103 57 3388 71 41 185 144 124 107 82
is_linear=0
shrinkage=0.0804263


Tree=719
num_leaves=31
num_cat=0
split_feature=3 3 1 0 4 4 0 3 2 2 1 0 1 3 1 2 3 3 2 4 1 0 4 2 2 2 2 2 4 4
split_gain=0.1544 0.592091 0.622913 0.473628 1.10202 0.931994 0.885068 0.805573 0.782955 0.366553 0.539203 0.909364 0.432337 0.360123 1.28242 0.350596 0.73831 1.12686 0.676876 0.388352 0.565353 0.605739 0.740412 0.457518 0.361301 1.43175 1.16007 0.854096 1.15157 1.75732
threshold=0.11636500000000001 0.11296500000000002 67.254468591300011 87.380266155850009 39.656620114300004 35.119813570500007 86.036037090600004 0.25799500000000009 0.15915000000000004 -0.10771499999999999 64.108972578700019 99.198728097250012 68.846035804500005 0.11071500000000002 62.245871094250013 0.22387500000000005 0.08079500000000002 0.094595000000000026 0.28423000000000004 35.887362732750006 68.20618276945001 94.496614827150012 43.477771593600004 0.28423000000000004 -0.079369999999999996 -0.077085000000000001 -0.076544999999999988 -0.082654999999999992 42.876019054300009 41.184662530950007
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 7 -6 9 12 -11 -12 -7 15 -15 24 19 -18 -19 -17 -21 -22 23 -23 27 -26 -27 -1 29 -29
right_child=3 2 -4 5 6 8 -8 -9 -10 10 11 -13 -14 14 -16 16 17 18 -20 20 21 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=0.00073123286163198197 0.040692423905797387 0.075437161371005812 -0.00029295339295419299 -0.084515449618417532 -0.046262211087064825 0.073603803254204639 -0.069028773226735132 0.029304222611754388 0.07371758661393811 0.013878464842400259 -0.10227746297977604 0.01269069528905966 -0.002222104464687273 0.025795516656165432 -0.098272789764077467 0.060415976002066975 -0.095737228179617689 -0.04912141113568623 0.042396181327392951 -0.055564017887538474 0.092379511679972451 -0.10339462261715442 0.057197055358284413 0.011274464169148074 0.048077447804551456 -0.072949205503067174 0.0044422257102924622 0.010531260443334377 0.012691148483204571 -0.088009047322999912
leaf_weight=104.22340334677165 1.7103227637708203 1.5889907623641186 1.5758695502154294 0.75213384367907465 2.0952243224019185 0.99888147413730566 3.2048438340425491 2.0168578727170825 1.3689562087529337 2.8658419474959365 0.98567040869966183 1.0195580038343903 1.2128268397209465 1.3011113060638302 1.1374216916155999 0.83978633797232571 1.6840341082643133 1.2023316251579674 1.1534971213932292 1.0794210045132788 0.60855834186077151 0.58152797870570772 0.7701839861110783 0.44928507955046371 5.4987702502694438 1.4386164620518673 73.218956718572372 2.129185395609964 3.3684447557898238 3.461637286876794
leaf_count=2445 21 16 29 29 33 9 33 12 28 14 26 32 31 11 34 45 100 22 21 21 3 18 17 33 107 24 1254 38 56 71
internal_value=0.000433642 0.00109586 0.0377291 -0.00709668 -0.0209872 0.00652728 -0.0354047 -0.00919905 0.0146293 0.00320876 -0.00987452 -0.0438219 0.0320234 0.000527943 -0.0320745 0.000922088 -0.016181 -0.0424225 -0.00431116 0.00830923 -0.0042327 0.0187624 -0.00611281 -0.0534155 0.00166239 0.00604663 0.00295093 -0.00144255 -0.0267302 -0.0504814
internal_weight=225.542 207.311 3.16486 18.2311 9.02725 9.20387 7.31693 4.11208 8.45173 7.08278 4.87107 2.00523 2.21171 204.146 2.43853 201.708 8.36863 4.03986 2.35583 4.32876 3.48898 2.40956 1.801 1.03081 193.339 80.1563 74.6576 113.183 8.95927 5.59082
internal_count=4633 4365 45 268 99 169 78 45 140 112 72 58 40 4320 45 4275 280 143 43 137 92 71 68 51 3995 1385 1278 2610 165 109
is_linear=0
shrinkage=0.085349


Tree=720
num_leaves=31
num_cat=0
split_feature=2 4 2 3 2 3 3 4 4 0 4 2 2 4 0 1 2 2 3 3 0 1 4 2 0 4 1 1 2 2
split_gain=0.142056 0.477685 0.22438 0.156912 0.142258 0.777631 0.842995 0.732425 1.08523 1.4878 0.849982 0.499503 0.514558 0.74123 0.953405 0.36751 0.359712 0.630765 1.00786 0.948139 0.827362 0.53359 0.549247 0.792243 0.380408 0.280143 0.260075 0.367384 0.361761 0.809384
threshold=-0.63026499999999996 40.574766824850009 -0.60723499999999997 0.094385000000000011 -0.23557500000000001 0.093185000000000032 0.088755000000000014 45.458122212500008 38.804629908750009 86.264556031700025 50.189067467950004 -0.26416999999999996 -0.59238000000000002 35.476804824450006 100.01333091085002 62.245871094250013 -0.16533 -0.18437499999999998 -0.15544999999999998 1.0000000180025095e-35 93.047535894850014 75.499969677400017 40.767054867700004 -0.23265499999999997 71.749570585400008 44.749265482150008 63.910026677050006 73.448676123850007 -0.24150999999999997 -0.58835000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 -1 5 6 7 8 15 -10 -9 12 -7 -14 -15 -4 17 18 21 -20 -21 22 23 -6 -24 -22 -11 -28 29 -29
right_child=2 -3 4 -5 16 11 -8 10 9 26 -12 -13 13 14 -16 -17 -18 -19 19 20 25 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.012865048165706508 0.038141179483905649 -0.071126921396049869 0.021953089996329053 0.050190063962285966 0.067882009673256041 0.041547753905126612 -0.11324030251929547 -0.10204823433422427 -0.09767259455812434 0.072677179256843874 0.076572449642245952 0.065876283588243281 0.045109441406723114 -0.083829453215775757 0.05774662648778283 -0.10612946680881037 0.00010231741888819457 0.075472653302436937 -0.098344369092462247 0.0321526296418959 -0.022029985383801784 0.08104929611341688 0.0056583026158865974 -0.10682050996733845 0.060085290956094148 -0.12391604903945325 -0.019612743517454494 0.072950480553595348 0.094527488925578287 -0.099489810225442149
leaf_weight=0.7956615690418396 1.3016629790217837 0.95083005435299117 0.22880162054206976 0.54586650105193257 0.32863378387992237 1.7899650314066087 0.8234011992399245 1.2987441556870178 0.78409691811248183 1.2655059695243833 0.26276348636019964 1.3046425921638718 0.99628775013843629 1.6120489693712445 0.51482461541127111 0.93386244116572925 194.13661000916909 1.3159820009750536 1.1008995695447072 2.0314531021285807 0.44467937994704687 1.3753381520509718 2.2232106877490878 0.60487061145249688 2.0022022956982255 0.44087744038552046 1.0352252891752871 0.62855550246240433 0.77736189216375351 0.34632422750837577
leaf_count=34 34 23 14 15 26 34 46 145 106 6 5 12 14 56 31 84 3497 34 147 31 31 12 26 41 21 9 20 44 7 28
internal_value=0.000415258 -0.0220161 0.000646978 0.012792 0.000425748 -0.00821308 -0.0262121 -0.0167349 -0.00235388 0.0165317 -0.0719907 0.0160585 0.00282981 -0.0193605 -0.04956 -0.080924 0.0010381 0.0163455 0.00897158 -0.026725 0.000304589 0.0309214 0.0175576 -0.0453177 0.0314484 -0.0727543 0.0386259 0.0231666 0.0484407 0.0116914
internal_weight=224.201 2.29236 221.909 1.34153 220.607 14.6024 8.38464 7.56124 5.99973 4.83707 1.56151 6.21777 4.91313 3.12316 2.12687 1.16266 206.005 11.8681 10.5522 4.01791 2.91701 6.53426 5.15892 0.933504 4.22541 0.885557 4.05297 2.78747 1.75224 0.97488
internal_count=4633 72 4561 49 4527 652 505 459 309 211 150 147 135 101 87 98 3875 378 344 218 71 126 114 67 47 40 105 99 79 72
is_linear=0
shrinkage=0.0905731


Tree=721
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 0 3 3 0 1 4 2 4 2 4 4 4 2 0 1 4 4 2 3 1 2 2 0 2 3
split_gain=0.733943 1.13447 1.18212 1.03308 1.73133 1.52239 1.1688 1.93433 1.29914 1.43655 1.78154 1.26312 1.66549 1.16684 1.64421 1.04315 1.48814 1.48553 1.86264 1.64039 1.51153 1.35339 1.8679 1.2823 1.05856 0.946997 1.94368 4.45544 1.25942 1.72271
threshold=93.972365491700018 96.631250582750013 97.789976036950009 86.09518316945001 86.103248543850015 86.036037090600004 0.08079500000000002 0.079220000000000027 93.843319501450011 66.859265246100009 40.040404835300002 -0.105535 39.427119987250002 -0.090369999999999992 37.688226470200007 41.965446242000006 41.257948413050009 -0.11692 85.823648898300021 62.116825104000007 43.847983878700006 43.067541470150012 -0.089569999999999997 0.08326500000000002 62.186725015400008 -0.083834999999999993 -0.06828999999999999 86.780739992750014 -0.08725999999999999 0.088145000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 5 -5 15 7 13 9 10 -8 -11 -13 14 -6 16 -1 24 19 20 21 22 -19 -22 -17 28 27 -27 29 -12
right_child=1 2 -4 4 6 -7 8 -9 -10 11 25 12 -14 -15 -16 17 -18 18 -20 -21 23 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-2.192800166708772e-05 -0.00038964290112873868 0.00046171763303436993 -6.9292824871912745e-05 0.0020730518155521343 -0.0017242780590957872 -0.0021010014632556759 0.00073214972365423395 0.0016417939210667187 0.0013979972848233956 0.00024222385012128862 0.00064593022086562686 -0.00040212902012015607 -0.0024835070068809995 0.00068736412854881145 0.00026986933822418293 -7.0436805559726808e-05 0.00080675017899706832 -0.0022500414160255664 -0.002465997698358844 -0.0023683664688661839 -0.00034265752073761553 -0.0022230679507762299 0.0002997782180395692 0.0018684618920448799 0.0013213844212990199 0.00017367773021606314 0.00017571981464569052 -0.0023566914178072603 0.0013637062205114406 -0.00050448573668911763
leaf_weight=25.66802153448225 23.625123790785437 23.961809265660122 49.239583098886214 2.0862485468387595 2.0908653126098251 1.3038000343367446 18.874029852449894 5.6280310135334721 3.1316054090857497 4.7398513308726251 11.191098220646387 4.5453597139567119 2.1903597377240658 15.596841383376159 6.6314126064899028 7.867301450620289 12.335796500614377 1.4039958603680087 1.8994187461212284 1.4480111133307207 1.917689551017246 1.6643672526988664 5.1793984192918314 2.1266342448070645 2.8663497813977301 6.6147839836776239 19.730041238944985 4.4922594502568245 3.7852369397878602 9.0528637357056123
leaf_count=490 526 164 1746 22 25 12 114 93 21 48 57 38 86 120 82 163 93 37 39 45 50 70 90 14 82 31 139 58 15 63
internal_value=0.000122401 -1.60464e-05 0.000104529 0.000194449 0.000302371 -3.35203e-06 0.000271143 0.000605906 0.000157668 0.000112088 0.000212518 -0.000533262 -0.00107896 0.000366177 -0.000208159 3.91308e-05 0.000247056 -0.00026049 -0.000646014 -0.000394421 -0.000161889 -0.000643372 -0.000244005 0.000820019 0.00030124 3.37641e-05 -0.000193633 -0.000849734 0.000325586 0.000131478
internal_weight=282.888 96.8265 73.2014 186.062 120.381 65.6808 118.295 29.9472 88.3475 85.2159 73.7403 11.4756 6.73572 24.3191 8.72228 64.377 38.0038 26.3732 15.6395 13.7401 12.2921 8.24776 6.58339 4.04432 10.7337 54.8663 30.8371 11.107 24.0292 20.244
internal_count=4633 2436 1910 2197 1012 1185 990 320 670 649 477 172 124 227 107 1173 583 590 345 306 261 197 127 64 245 363 228 89 135 120
is_linear=0
shrinkage=0.00196078


Tree=722
num_leaves=31
num_cat=0
split_feature=3 3 3 3 3 4 2 0 2 2 4 4 3 2 0 1 0 0 4 0 1 3 0 1 3 2 0 2 2 0
split_gain=0.1382 0.390899 0.319423 0.330192 0.52948 0.549764 0.506193 0.474389 0.464344 0.514593 1.4782 0.633393 0.587961 0.799683 0.879677 0.735599 0.670729 0.641333 0.451804 0.410224 0.443486 0.363803 0.291376 0.804177 1.29015 0.474764 1.34986 0.919712 1.05124 0.698923
threshold=0.10249000000000003 0.10176000000000003 0.10336500000000003 0.10453000000000003 0.10685000000000001 40.986363433950011 0.20852500000000004 89.474575039450016 -0.16164499999999998 -0.094409999999999994 36.654713368950006 40.94178426300001 0.10876000000000002 -0.086139999999999994 86.345209775600011 63.452988794850008 98.752444047600008 91.625341543800019 37.817254840650008 86.538778761000017 69.633754036750005 0.42293500000000012 85.705356740550016 62.00390986255001 -0.17949499999999999 -0.089569999999999997 85.307464937250003 -0.082275000000000001 -0.074029999999999999 84.546631286350006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 -2 -4 5 7 8 -5 19 10 -10 -12 -11 -14 21 -16 17 -17 -18 -6 -21 -15 23 25 -25 26 29 -27 -29 -1
right_child=2 -3 3 4 6 -7 -8 -9 9 12 11 -13 13 14 15 16 18 -19 -20 20 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.011448537016268514 -0.031706610330740737 0.031852088906890168 0.023715853781353071 -0.098822160664227832 -0.01311518637185588 -0.0031767852694577952 0.042329380910778674 -0.024600797429065055 0.046691255803155619 0.0483558300337842 -0.11121271839800591 -0.026978520441872579 0.024726862635967146 -0.081819842874413615 0.014845432428475682 -0.020789107695513512 0.064032680259307403 -0.11036969017173806 -0.03212253040714614 0.089607969130430828 0.009549333592000768 -0.023499681902711535 0.0022216740227961836 0.013834887048412329 -0.085904101571435035 0.046574275435103042 -0.10375018235866597 -0.11026825544126646 0.0065649258579602767 0.065307223303336492
leaf_weight=6.9085446989047377 2.9519728083942018 3.1559188063547472 3.4464419037103644 1.1853743154497345 1.1925639240071206 2.9316196985309944 2.0107989655225529 1.4521767547521447 1.143721486404963 1.6403475180268312 1.4280546898662581 1.2855875929817555 4.7114412678183824 1.8367128102108758 6.0643107593059522 1.3302171155810363 0.69175783538958036 1.1120472387992775 0.79705365791596705 1.0823627691715958 1.0172489109681917 1.451067619025707 158.89154617004533 1.7048434858443213 2.321060882342862 3.7362861633300781 1.1149729092139748 0.69842784851789463 3.5523240228503719 1.0336104445159433
leaf_count=384 31 34 30 14 22 30 47 32 22 28 25 23 34 38 37 16 9 39 38 12 36 8 3136 32 205 19 37 14 192 9
internal_value=0.000458209 0.00147871 -0.00412614 -0.00197288 -0.00454923 -0.0291209 0.000203065 -0.0579575 -0.00295949 -0.00725047 -0.03632 -0.0713068 -0.00153965 -0.00608801 -0.0170178 -0.00416905 -0.0335019 -0.0615782 0.0125548 0.02766 0.0508201 -0.0560801 0.000946062 -0.00867346 -0.0436678 -0.000407647 -0.0140518 0.0150646 -0.0126316 -0.00145936
internal_weight=223.88 183.118 40.7629 37.8109 34.3645 5.56917 28.7953 2.63755 26.7845 23.4923 3.85736 2.71364 19.635 17.9946 13.2832 9.99539 3.93108 2.44226 1.48881 3.29218 2.09961 3.28778 179.962 21.0701 4.0259 17.0442 9.05713 7.98704 4.25075 7.94216
internal_count=4633 4062 571 540 510 76 434 46 387 317 70 48 247 219 185 139 102 55 47 70 48 46 4028 892 237 655 430 225 206 393
is_linear=0
shrinkage=0.087056


Tree=723
num_leaves=31
num_cat=0
split_feature=4 3 2 2 0 4 0 3 0 1 2 2 1 4 2 2 2 2 3 2 3 4 4 4 4 0 4 1 0 0
split_gain=0.13729 0.376739 0.418281 0.208531 0.259655 0.202911 0.376043 0.627929 0.351226 0.344698 0.184257 0.690426 1.20302 0.933424 1.13364 0.801568 0.664213 0.933969 0.91104 0.852258 2.2583 1.41045 0.884225 1.3645 1.36308 0.761265 0.739675 1.15174 0.683371 0.648928
threshold=32.724174661450007 0.088565000000000019 -0.10771499999999999 -0.051199999999999996 95.217121606100008 34.515670600900002 97.789976036950009 0.11458500000000002 91.886121982450007 64.369753017350021 -0.064729999999999996 -0.053874999999999999 70.182199495350019 40.099856909850011 -0.059424999999999999 -0.057599999999999998 -0.075639999999999999 -0.079369999999999996 0.10176000000000003 -0.084729999999999986 0.095235000000000028 42.686561923500008 42.206017975500011 41.808689985400001 41.184662530950007 86.904409066750006 41.243661560350013 71.830224329350003 86.866770652900016 93.72771580185001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -2 16 12 13 -12 -15 -14 17 19 26 -7 21 22 23 24 29 -23 27 -18 -19 -21
right_child=5 -3 3 4 -6 10 7 -9 -10 -11 11 -13 15 14 -16 -17 18 28 -20 20 -22 25 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.092328387339485979 0.049967970009476302 -0.078698737414660172 0.090213856818456936 0.076731289085882642 -0.099755641767341655 0.0012675761521164851 -0.094604259582288505 0.070145734114281655 0.070320065345823232 -0.02861404211372974 0.079337006476118091 0.00063111019795267296 -0.11378456778642632 0.06017257547250815 -0.028715148322463559 0.011203764876925653 -0.1125570025974426 0.058015587246626144 0.012226019625963615 0.026771002094765687 -0.11972599931274687 0.034401293137788724 -0.10539440294923788 0.035645635913869635 -0.12420500007594927 -0.02095659376691501 -0.017117671847082457 -0.0033450070102725572 0.0080317899341972622 -0.064486423926036207
leaf_weight=0.22614834240812343 0.84946243616286643 0.62924558525674001 0.37939796530736203 0.1297492766752828 0.13321975683538767 100.5721461292801 0.49566345161292691 0.28863820849801414 1.2830715011805294 0.91341475769877434 3.0596573203802091 68.475147711456884 0.70570825124013936 2.268338341498747 2.2570166240911935 0.94812662992626406 2.0190999447513591 3.5643916986882669 4.2700993665494016 1.3423808030784163 1.6243715285963833 5.4890281576663238 1.2886719505768267 1.9892943671729879 1.4171036147163247 3.0455005505355075 5.0963442558713723 1.2223338514022541 5.4611430400400423 1.1329723211638336
leaf_count=116 32 69 16 4 36 2277 64 6 12 13 20 1338 40 20 26 12 26 87 37 9 33 45 36 23 22 44 48 29 60 33
internal_value=0.000415951 -0.0263776 0.0115294 0.048093 -0.0126768 0.000597471 0.0208576 -0.0339731 0.034976 0.00925159 0.00024027 0.00370544 0.0264913 0.0414535 0.0158399 -0.04213 -0.00168966 0.000241223 -0.0211284 -0.00186626 -0.0200538 -0.00974461 -0.0387766 -0.0241809 -0.0547561 0.0146471 -0.0382104 -0.0713735 0.0277715 -0.0149976
internal_weight=222.577 1.49776 0.868515 0.642367 0.262969 221.079 3.83025 0.784302 3.04595 1.76288 217.249 77.714 9.23885 7.58501 4.52535 1.65383 139.535 126.927 12.6079 117.901 17.3293 15.705 7.17042 5.88175 3.89246 8.53453 8.33778 3.24143 9.02553 2.47535
internal_count=4633 241 172 56 40 4392 127 70 57 45 4265 1456 118 66 46 52 2809 2669 140 2522 245 212 123 87 64 89 103 55 147 42
is_linear=0
shrinkage=0.0887971


Tree=724
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 1 0 2 2 2 4 4 3 3 1 3 3 1 1 2 1 1 2 4 0 2 2 1 2
split_gain=0.705918 1.60828 2.51137 2.40993 0.97441 2.33044 1.26063 1.25703 1.07419 2.00471 1.30925 1.1834 1.66999 1.87611 3.45614 1.67837 1.13751 2.16767 1.62709 1.5541 1.8813 1.45526 1.12369 1.11941 2.13825 1.11654 1.10906 1.34226 1.10154 2.16042
threshold=66.859265246100009 90.321439350550008 65.765062787050013 91.886121982450007 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 -0.060989999999999996 -0.068964999999999985 -0.016014999999999998 39.788107623550012 35.119813570500007 0.095830000000000012 0.090665000000000009 83.602982482550019 0.083555000000000032 0.076615000000000016 71.658163008950012 87.143681840350013 -0.075639999999999999 82.815264250350012 70.940344688150006 0.048475000000000011 36.859113051050009 101.31992156225002 0.075080000000000022 0.11061500000000003 75.28220456885002 -0.11534
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 22 12 -6 14 15 -14 17 18 -13 20 -19 28 -10 24 -12 -20 -25 -28 29 -18
right_child=4 3 -4 -5 8 -7 7 -9 10 -11 23 16 13 -15 -16 -17 21 19 25 -21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.00017455354102703262 0.0019838939214312633 0.001414085565372668 -0.0021640328708333609 -0.00088565348220827171 0.00076288678525038582 -0.0019116654815969168 -0.0025872313355380662 0.00098660305369572534 0.0014128690335340943 -0.0026563063172097491 0.0015527543375369001 -0.0015800704091625871 -0.0021563150391330247 -0.0023396128698040361 0.00058368292763684708 0.0010060124447519427 0.00085460432485696958 -0.0020512220854794483 0.0013790024620704269 0.00037148983322977133 0.0023484447442411981 -0.0014994284073947008 0.00034510108062666263 0.00062312434833413841 -0.0016637833944741457 -5.5808917630459579e-05 -0.0022966582989889317 -1.3154312445973401e-05 0.00077674980633030946 -0.0006844435599089499
leaf_weight=148.05255783130997 1.2679366767406457 8.4230306521058065 1.7867926917970169 2.2119526672177008 3.076499065457031 3.2017054543830454 0.70275676193705272 0.81979413819499314 5.6315771918743875 1.1817236194765417 1.0436390443428525 1.5576335621299247 4.1807980700395984 2.5833633983929749 5.5750207036471693 0.76302311902691133 6.4075355806853649 4.8063828349404485 3.8499194478790724 1.8773467466235159 0.40516012907028276 1.6315212760528073 11.582711643903165 12.031998770165957 3.3296370812749956 4.5490055659902282 1.0556503858824751 15.835430596067452 14.854348568245767 7.7455685748718706
leaf_count=1778 7 63 22 40 153 76 37 24 33 41 11 53 129 111 55 75 51 287 69 136 1 138 186 118 128 150 38 369 117 137
internal_value=0.000113586 0.000198962 0.000146667 0.000935767 8.67436e-07 -0.000770089 0.000539715 -0.000662955 4.08458e-05 -0.000125749 0.000255377 -7.89233e-05 -0.000537157 -0.000842418 -0.000474716 -0.00166825 7.65496e-05 -0.000329475 0.000260532 -0.00115816 -0.00170918 0.000302434 0.000694417 2.83929e-05 -0.000896189 0.000601883 0.000168193 -0.000155868 0.00040378 1.23297e-05
internal_weight=282.022 160.474 149.839 10.635 121.548 5.99219 2.79049 1.52255 115.555 65.0449 50.5106 63.8631 16.1787 13.1022 10.5188 4.94382 47.6844 17.0454 9.95656 7.08889 5.21154 30.639 17.2143 33.2964 4.37328 8.39893 28.9231 16.8911 29.0075 14.1531
internal_count=4633 1903 1800 103 2730 144 68 61 2586 1703 883 1662 523 370 259 204 1139 696 272 424 288 443 219 664 139 219 525 407 305 188
is_linear=0
shrinkage=0.00196078


Tree=725
num_leaves=31
num_cat=0
split_feature=2 4 0 2 1 0 0 3 1 2 0 0 1 0 1 2 1 0 0 4 2 2 3 4 1 0 3 1 1 0
split_gain=0.128456 0.384918 0.204746 0.198819 0.148617 1.28031 1.31693 1.6884 1.23014 0.612169 0.565111 2.03449 0.711311 1.11038 0.541307 0.528722 0.501792 0.47083 0.431943 1.12424 1.11191 0.888889 1.7331 0.879669 0.783842 0.621273 0.808394 1.49327 0.618163 0.39769
threshold=-0.63026499999999996 40.574766824850009 93.308316333500017 -0.60723499999999997 66.859265246100009 90.321439350550008 90.767723400200012 0.084805000000000019 65.765062787050013 0.20852500000000004 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 67.606656606400023 0.13747000000000004 61.944763783650011 89.980005167950011 87.261973998100004 42.527280425250005 -0.071969999999999992 -0.086800000000000002 0.08729000000000002 43.157831852650006 64.730006406800015 86.866770652900016 0.094595000000000026 62.116825104000007 62.116825104000007 92.773313165550022
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -7 -8 9 15 11 12 -6 -14 -12 17 -17 18 25 20 21 22 -20 -21 -24 -5 27 -27 -22 -16
right_child=3 -3 -4 4 10 6 7 -9 -10 -11 14 -13 13 -15 29 16 -18 -19 19 23 28 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.03794387378272393 0.034491217420170181 -0.062958323982232889 -0.031846326498319574 0.00094454669118687671 0.086204674626425434 0.074703731758029648 0.044868703101215011 -0.068969619554167999 -0.08069806392566356 0.044224232460820072 -0.06712627651582645 -0.092905330015662646 -0.11416165438131951 0.066275584905853155 0.031356860048512389 0.00053580911060300434 -0.072557049043956448 -0.049101564761596488 -0.044509279766729935 -0.046058473710697996 0.094347729722105131 -0.043259555038486518 0.077100188920182333 0.013707645538917628 0.0082578839250807591 -0.11167703408926273 0.013801811488503539 0.00029872289696967618 0.034873766933117889 -0.0011415809571176875
leaf_weight=0.79487110185436838 1.3096440719286864 0.93507454861537542 0.53168229592120042 83.470329544259585 0.91466113738715549 3.6476214956492177 2.714562488021329 1.5518966388190163 1.4097264069132496 2.4439987986988845 0.92081992933526535 2.1223083408549428 0.49070738357477217 0.5461514187627472 2.9556103704962871 1.3919351948716205 1.4568326864391563 1.3967116698622692 2.118262430652976 3.6007878631353369 2.0739812217652807 2.0316932573914528 3.0647940188646317 3.8748999517410994 2.1209043934941292 1.7441830486059182 2.1378031373023987 1.8705829691607503 3.6650704387575388 82.814565051566206
leaf_count=11 34 23 38 1383 7 42 35 26 22 45 16 73 37 21 33 22 26 17 21 27 23 29 28 23 17 31 14 12 37 2460
internal_value=0.000460399 -0.0201812 0.00997198 0.000672731 0.000470078 0.00238333 0.0362968 0.00346076 0.00014433 0.00110637 -0.00222356 -0.0339114 0.0302455 -0.0191188 -0.000734472 0.000198067 -0.0368432 0.00113049 0.00175818 0.0125229 0.0262113 0.00767358 0.0218413 -0.0150797 0.0489443 -0.000962524 -0.0286343 -0.0537314 0.0563665 -2.1696e-05
internal_weight=222.123 2.26163 1.32655 219.861 218.551 127.787 7.91408 4.26646 119.872 118.463 90.7648 4.07383 1.95152 1.03686 86.691 116.019 2.84877 113.17 111.773 22.5504 15.0747 9.33565 7.30396 7.47569 5.1857 89.2229 5.75257 3.61477 5.73905 85.7702
internal_count=4633 72 49 4561 4527 1880 103 61 1777 1755 2647 138 65 58 2509 1710 48 1662 1645 205 155 95 66 50 45 1440 57 43 60 2493
is_linear=0
shrinkage=0.087056


Tree=726
num_leaves=31
num_cat=0
split_feature=3 3 2 1 1 3 2 0 1 2 3 3 2 4 1 2 1 0 1 3 1 2 2 0 3 3 2 1 3 2
split_gain=0.126891 0.47446 0.408978 0.772523 0.847147 1.60203 0.92711 0.428736 0.37228 0.336789 0.601446 1.06962 0.532326 0.332311 0.51356 0.399618 0.358294 0.328144 0.316914 0.306906 1.05791 0.287337 0.980291 0.965432 0.652619 1.95887 1.58336 1.37525 1.43335 1.04665
threshold=0.11636500000000001 0.11296500000000002 -0.031989999999999998 75.28220456885002 61.966271448700006 0.42293500000000012 -0.11692 99.524031531050014 67.606656606400023 0.22387500000000005 0.08079500000000002 0.094595000000000026 0.28423000000000004 35.887362732750006 68.20618276945001 0.26597500000000007 69.999384342500022 99.88966183685001 69.999384342500022 0.11071500000000002 62.245871094250013 -0.063379999999999992 -0.054875 85.968825637350008 0.075810000000000016 0.084365000000000009 0.0041150000000000015 76.621056717750008 0.086375000000000021 -0.036264999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 -2 6 -6 -5 -4 19 13 -12 -13 -11 -15 -16 -17 -9 -3 21 -21 -1 23 -23 -24 26 -26 28 -27 -30
right_child=2 18 8 7 5 -7 -8 17 -10 10 11 12 -14 14 15 16 -18 -19 -20 20 -22 22 24 -25 25 27 -28 -29 29 -31
leaf_value=-0.00066222123466307548 0.0086384395583930206 0.06361266084021408 0.024320881241408653 0.085910426795565181 -0.036507052682105072 0.00058944416612243108 -0.14051521466016209 0.060644584234889609 -0.030296315676766286 0.06329692945314927 -0.10515454906580282 -0.047572029135342024 0.042835482060275966 -0.059647080978122137 -0.029914358998090359 0.10026866913979864 0.0049320566845135177 -0.058673658103600534 -7.6380181554909219e-06 0.025186754567073782 -0.10392860239172344 -0.032648648187010132 -0.018049948470046172 0.062671349264511997 0.07190159040962063 -0.09803533350212093 0.0052525090120904986 0.036132041264066314 -0.051901187098984621 0.0012586185164958296
leaf_weight=131.69456844478782 3.4414345817640442 1.7836559060961001 4.8823731355369082 0.88126656133681425 1.3133545927703378 2.8887482088175602 1.8095669728063515 0.35464248992502689 1.4335632414404242 0.7527534066248317 1.5655095178153717 1.2091837455518546 1.1084704560871612 1.0768304497469219 0.89698058956128113 0.67217690497636773 0.7304048272781074 0.48397659311740426 1.1393941664136944 1.2496072461362921 1.0262921637331599 1.1785166766494501 10.322184101489254 4.7318621974918642 6.4823355055123084 1.7166093791602239 6.1850851134331606 5.7922050486095022 4.0373573333490667 17.73711776197888
leaf_count=2892 34 20 45 11 20 23 32 6 56 45 100 23 21 21 22 5 44 41 25 11 33 12 293 75 63 36 126 218 44 236
internal_value=0.000459877 0.00112312 -0.00724199 -0.0180763 -0.0286453 -0.0499887 -0.0967743 0.0400146 0.0119241 0.00057272 -0.0183563 -0.0449793 -0.0043326 0.00668062 -0.00594176 0.0192072 0.0506214 -0.00821533 0.0388137 0.00136201 -0.0330364 0.00177432 0.00728928 0.0436647 0.00317639 0.00839924 0.039359 -0.00499341 -0.0151337 -0.00859811
internal_weight=220.578 203.089 17.4889 11.173 9.4531 6.01167 3.12292 1.71989 6.31594 200.166 8.01231 3.88316 2.31765 4.12915 3.37639 2.29956 1.40258 0.838619 2.92305 192.154 2.2759 189.878 58.1833 5.91038 52.2729 41.9507 12.6674 29.2833 23.4911 21.7745
internal_count=4633 4365 268 167 109 75 52 58 101 4320 281 144 44 137 92 71 49 47 45 4039 44 3995 1103 87 1016 723 189 534 316 280
is_linear=0
shrinkage=0.0942322


Tree=727
num_leaves=31
num_cat=0
split_feature=2 4 2 4 2 0 3 3 2 2 2 1 4 3 1 3 4 4 4 3 2 3 2 2 0 1 2 2 2 3
split_gain=0.127778 0.355417 0.175137 0.303677 0.279795 0.247251 0.16774 0.85032 0.689468 0.760551 0.906208 0.828395 1.65709 0.523276 0.466724 0.402881 0.824191 1.09145 2.35855 0.964795 0.827129 0.775763 0.839399 0.618972 0.585906 0.518713 0.493106 0.523657 0.493811 0.768414
threshold=0.70681500000000008 42.154118731400011 0.27394500000000005 39.065416244600009 0.36215000000000008 90.321439350550008 1.0000000180025095e-35 -0.093130000000000004 -0.038374999999999999 -0.057599999999999998 -0.26416999999999996 61.998532946250002 41.489621506400006 0.072890000000000024 87.313054702550019 -0.23921499999999998 41.489621506400006 38.751720283100006 37.688226470200007 -0.15544999999999998 -0.033594999999999993 -0.245505 -0.040509999999999997 -0.15580499999999997 71.249517373150013 84.232081685100013 0.034600000000000013 -0.033594999999999993 -0.18437499999999998 -0.25587999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 4 -4 -6 7 15 9 10 -9 12 -12 -8 -15 21 17 18 20 -18 23 24 -23 -17 -1 -21 27 28 29 -26
right_child=1 -3 3 -5 5 -7 13 8 -10 -11 11 -13 -14 14 -16 16 19 -19 -20 25 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.096944871120236253 0.061782737454260508 -0.033069266467134553 0.014485893984849852 -0.071180968129619701 0.02103749131027615 -0.10112518436241134 0.037116856897261831 0.058273402355900089 -0.080065162546877719 0.023881723753320015 0.067900315778555265 -0.10866250455475672 -0.10592157979360799 0.001422230025737335 -0.046660917157884951 0.040914173315044697 0.017270561046230638 0.065527838527014506 -0.14848695006195689 -0.081341453434726263 0.089688976349037025 -0.1086839502197737 0.0079444315154531386 -0.12653269775469891 -0.0088141886361149512 0.023956093599442223 -0.052970623683462503 0.058954295550368525 -0.011368592598081113 0.058743379137075405
leaf_weight=0.46120101206907449 0.83103659336484159 0.46799683198332787 1.5184997811447827 0.69820229776814802 0.19408054277300824 0.355657875763427 3.0935983494273378 0.58550304719392432 1.6813348807772843 2.1824549287557606 0.8396252610255035 1.4214538017367884 0.823166546979337 172.85288361028142 1.5435936372418826 0.38230831924738595 3.5943949353968492 3.7687291834736243 0.66897030803374935 1.5802986836424682 1.1044164323975583 1.0939560876577159 0.81695533858146419 0.29750076418167748 2.7132881998331877 0.45711889487574797 1.1252601574597054 1.3285497942706523 8.3624006157333479 2.4087525818504236
leaf_count=103 37 22 21 63 5 65 49 17 40 8 15 79 41 2677 565 43 90 112 21 110 9 35 17 20 104 12 66 16 126 45
internal_value=0.000388494 0.0276108 0.000226245 -0.0215385 -0.00478 -0.0579967 0.000506051 -0.00476793 -0.0309304 -0.016814 -0.0410164 -0.0598652 -0.0181504 0.00162621 0.000996643 0.00176619 0.0142706 0.0361103 -0.00908249 -0.00985754 0.0431853 -0.00632889 -0.0588228 -0.0323646 -0.00021214 -0.0577167 0.00258699 0.00680739 0.00166964 0.0229562
internal_weight=219.253 1.29903 217.954 2.76644 2.06824 0.549738 215.188 37.6976 7.53354 5.8522 3.66975 3.08425 1.66279 177.49 174.396 30.1641 11.8537 6.22193 2.4532 5.63181 1.78423 18.3104 1.91091 0.679809 16.3995 2.03742 15.9383 14.813 13.4844 5.12204
internal_count=4633 59 4574 154 91 70 4420 1129 200 160 152 135 56 3291 3242 929 417 205 93 212 72 512 52 63 460 122 357 291 275 149
is_linear=0
shrinkage=0.087056


Tree=728
num_leaves=31
num_cat=0
split_feature=4 3 2 4 0 3 0 1 2 0 0 4 4 0 0 2 4 3 0 0 2 2 0 2 1 3 3 1 2 3
split_gain=0.113513 0.333389 0.376872 0.186027 0.32751 0.565435 0.293561 0.252261 0.176768 0.204705 0.171409 0.149264 1.00814 0.382308 0.639238 0.561829 0.295818 0.939343 0.444367 0.27881 0.737307 0.437597 0.296311 0.459535 0.545978 0.248343 1.22396 1.41489 1.82585 1.21315
threshold=32.724174661450007 0.088565000000000019 -0.10771499999999999 34.515670600900002 97.789976036950009 0.11458500000000002 91.886121982450007 64.369753017350021 -0.051199999999999996 95.217121606100008 80.503190258150013 37.041406607950009 36.859113051050009 95.117648655250022 96.870523356300012 -0.011849999999999999 37.572218886150004 0.083070000000000019 93.910530954700008 89.861713010250014 -0.10771499999999999 -0.043559999999999995 89.237990724000014 -0.122095 61.86411003975001 0.088145000000000015 0.088890000000000011 75.499969677400017 -0.095074999999999993 0.088075000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 7 -2 -4 -10 -3 12 13 15 -15 19 17 -13 -19 20 22 -21 23 24 -5 29 27 28 -27 -18
right_child=3 10 8 11 5 -7 -8 -9 9 -11 -12 16 -14 14 -16 -17 25 18 -20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.091700099320858375 0.04620704820623911 0.0011941023893341524 0.088604622281453382 0.045773312262881435 -0.094111916419576488 0.06717001608114212 0.067778803111619101 -0.022140583706303743 0.073321565638381284 -0.097046853837357824 -0.10406822738001033 -0.033707800271496738 -0.070324603761772186 -0.10258652733961013 -0.0028967878677590582 0.054192807388838415 0.0018541908435054321 0.092801927820087782 0.017294690176336541 -0.049617227472388462 -0.029559311222063039 0.012915050387865714 0.085183939678726006 0.092041212500570596 -0.12286219429681049 0.002765222313948931 -0.00056556185155055274 0.024327076901048621 -0.12891095027817973 0.065969512068013131
leaf_weight=0.19983428281420856 0.81006693240487926 0.16960072197252885 0.35554473319825775 0.33219244726933539 0.45083973973260061 0.27652987185865641 1.1867491174489257 0.89760232623666525 0.11062318366020807 0.1118208474945277 0.43441554637456647 1.3733838893676868 1.8204506867041335 0.68731721257790868 1.9351163229080155 1.778874383890068 98.660677476125784 1.3289219280704858 1.1432546302694389 1.8206265365006404 1.5837300638668241 1.7122831046581266 1.0156997144222257 0.39296499639749549 0.27812593866838142 1.3691109237261119 89.656302767303714 1.5759160216548478 2.1099591673118985 2.383174834190867
leaf_count=116 32 8 16 20 64 6 12 13 4 36 61 48 38 17 137 23 2456 15 30 35 17 9 8 4 29 14 1232 82 39 12
internal_value=0.000352827 -0.0250167 0.0134186 0.000514692 0.0204703 -0.0327961 0.0338561 0.0102815 0.0497624 -0.0123213 -0.0745118 0.000175307 -0.00891229 0.000778159 -0.0290246 0.00954543 0.000783454 0.0251732 0.0578837 -0.00158494 0.0157966 -0.0193099 0.0513747 0.0171471 -0.031075 0.000304324 -0.00296247 -0.0454746 -0.0770927 0.00336639
internal_weight=217.962 1.38184 0.777823 216.58 3.62179 0.72737 2.89442 1.70767 0.577989 0.222444 0.604016 212.958 13.3574 11.5369 2.62243 8.9145 199.601 3.84556 2.47218 7.13562 3.60271 3.53291 2.01898 1.00328 0.610318 195.755 94.7113 5.05499 3.47907 101.044
internal_count=4633 241 172 4392 127 70 57 45 56 40 69 4265 337 299 154 145 3928 93 45 122 78 44 61 53 49 3835 1367 135 53 2468
is_linear=0
shrinkage=0.0887971


Tree=729
num_leaves=31
num_cat=0
split_feature=1 2 0 2 2 0 1 2 3 4 0 0 1 4 3 4 1 1 4 1 0 1 1 1 1 2 1 0 2 1
split_gain=0.646365 0.463096 1.25218 1.16256 1.40539 1.3918 2.58202 1.20527 1.38348 1.43054 1.04993 1.36654 2.09675 2.21595 1.9547 1.10857 1.66068 1.48017 1.15602 1.08399 1.02567 1.1743 0.942827 1.60282 1.03402 2.37454 1.59729 1.77055 1.07687 0.944495
threshold=90.937096262400004 -0.06828999999999999 84.226704768850013 -0.075639999999999999 -0.079369999999999996 86.036037090600004 65.509659264600018 -0.082654999999999992 0.085345000000000018 41.037275035300006 85.307464937250003 86.345209775600011 63.910026677050006 42.283941020600004 0.10487000000000003 39.476991512000005 61.987779113750001 62.020040611300011 40.986363433950011 65.130586668250018 86.866770652900016 70.816675614150014 69.873026810350026 70.077349628250019 75.28220456885002 -0.095854999999999996 75.629015667650023 97.491557184450016 -0.096559999999999993 62.186725015400008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 22 -9 -10 -4 14 13 -13 15 -12 18 -18 -17 -14 -6 -22 29 -24 25 28 -26 -28 -25 -1
right_child=-2 2 10 5 20 6 -8 8 9 -11 11 12 19 -15 -16 16 17 -19 -20 -21 21 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=6.3798064127072279e-05 -0.0011056293417673105 -0.00092052714084395236 0.0014421530662631725 0.00024909914154745135 0.0013982711341152458 -0.0026050603807629006 -0.00017483600190692602 0.00027449809430798853 0.00018282551344006324 -0.0018295160894572361 0.0012489855748580576 0.0012624473288983299 -0.0013394146453986782 -0.00017899843422720867 -0.0017227377661707395 -0.00013795614951206007 0.0012743447983771087 -0.00041492773673477697 -0.0021411760202958998 0.00019940202582541835 -0.00091200539488394577 0.00084641224866051086 -0.0026824787363697788 -0.00019835276378502207 0.0011997823379818863 -0.0017943519995907943 -0.002416827452318103 7.3765673148928291e-05 0.0021504621790631971 0.00047066846135506265
leaf_weight=57.262082010929589 1.5944199370387639 3.3920810916024484 2.7338746152818194 5.070281313499434 5.0866573173552734 2.5686339735984802 4.3541995420819148 4.0780703509226424 1.9299100136850027 4.0344309802167118 2.3163543641567257 14.71801244467497 1.7477175705134858 5.3824493698775759 2.8074533035978666 2.0706738568842393 3.4102298468351364 4.3768783498089761 2.1909207887947559 52.739805557153886 2.1560539426282048 4.0205539064481854 0.89120522141456504 12.216333453652624 4.5361732559977126 3.7607709987787521 1.1133396586228652 20.054075166581242 0.76657827198505479 33.370642406458501
leaf_count=744 554 226 21 26 87 24 51 39 20 80 14 105 25 38 41 13 15 39 28 817 26 34 10 327 36 95 71 620 4 403
internal_value=0.000114667 0.000122005 0.000227023 6.05487e-05 0.000105088 -0.000516106 -0.00107654 5.39426e-05 -0.000588384 -0.00117837 0.000268216 0.000233241 0.000345803 0.000876461 -0.00025567 3.10479e-05 -0.0002031 0.00032486 -0.00116783 0.000150044 0.000759037 0.000232606 0.000102091 -0.000131118 -7.75508e-05 -0.000449291 0.000164606 -5.72317e-05 -5.96666e-05 0.000213606
internal_weight=266.751 265.156 97.8865 167.27 155.277 11.9931 6.92283 144.014 10.0424 5.96434 94.4944 91.7605 74.588 20.1005 17.1725 14.3651 12.0487 7.78711 4.26159 54.4875 11.2633 6.17661 133.971 43.3385 42.4473 16.7437 25.7036 21.1674 12.9829 90.6327
internal_count=4633 4079 1382 2697 2596 101 75 2449 139 100 1156 1135 985 143 150 109 95 54 41 842 147 60 2310 1163 1153 426 727 691 331 1147
is_linear=0
shrinkage=0.00192234


Tree=730
num_leaves=31
num_cat=0
split_feature=1 1 1 3 0 0 0 4 2 0 1 4 4 4 2 3 1 4 4 3 3 4 1 2 2 2 4 2 0 2
split_gain=0.913734 1.52943 1.6335 1.95221 1.3047 2.51892 0.94295 0.92723 1.51668 1.97624 1.61412 1.62039 1.33272 1.24979 1.56561 1.23402 1.10162 0.912805 0.985908 0.786859 2.34712 1.73165 1.56568 1.53275 0.917776 3.89093 1.65236 0.784431 2.13495 2.0143
threshold=66.859265246100009 66.235542959850008 65.644082171150004 0.10385500000000002 86.09518316945001 86.036037090600004 86.135510041400025 41.965446242000006 -0.11692 85.823648898300021 62.116825104000007 43.847983878700006 41.257948413050009 43.067541470150012 -0.089569999999999997 0.08326500000000002 62.186725015400008 40.806664626150003 41.16018805045001 0.08079500000000002 0.079220000000000027 38.621016321050007 63.452988794850008 -0.06828999999999999 -0.06828999999999999 -0.079789999999999986 42.283941020600004 -0.060989999999999996 92.168410086200012 -0.068964999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 7 -6 12 16 10 11 13 17 14 -10 -13 -9 -1 -19 20 23 -21 24 -8 25 -23 -26 29 -29 -2
right_child=27 -3 3 -5 6 -7 19 8 9 -11 -12 15 -14 -15 -16 -17 -18 18 -20 21 -22 22 -24 -25 26 -27 -28 28 -30 -31
leaf_value=0.00011749216090813281 -0.00012122399311729126 0.001163120988540582 -0.0024319673955185161 0.00051867905574261579 0.0011148049629301686 -0.0029681111294207942 -0.00026270805925032384 -6.3805692985903392e-05 -0.0022325216014065243 -0.0025067262603230521 -0.0023910044059374681 -0.00026885937545976607 0.0007766392927192993 -0.0022367946254894327 0.00027060806520945988 0.0019787790279669035 0.0014607382727588511 -0.0019944220831085847 0.00014300326149956872 0.0010787504585841648 0.0020078772990920241 0.00021363239572945808 -0.001188497534393473 0.0010264989546873496 0.00088044294158533655 -0.0018168582918306933 -0.00035810173589485362 -0.0021235972348223387 0.00023419014346768124 -0.002632319327540847
leaf_weight=20.398476874310294 65.354253725505259 6.0900213848799458 2.0000136118615042 1.515197582542896 5.7299228422343722 1.1011607125401486 8.3136639012955129 6.8469307228224334 1.2160675614140872 1.9527227384969581 1.3731077710399393 1.793128506280482 11.448664178082252 1.5513556339719796 4.5742642660261552 1.9719007732346652 2.4831312667811289 1.7649366944096974 1.5657258685678244 7.3916658274829379 3.8588011413812628 28.361838437616822 3.5653387010097495 6.1820632778108129 13.264006219804289 4.1606424115598228 6.0213286634534589 1.5246338356810145 46.78370489322333 1.2516903286450531
leaf_count=426 1730 50 40 11 41 11 61 163 37 39 43 50 92 70 90 14 78 41 16 47 79 152 40 49 73 45 45 81 877 42
internal_value=0.00010232 0.000199811 0.000160806 -0.00116012 0.000192417 -2.98349e-05 0.000346066 2.50597e-05 -0.00027417 -0.000672461 -0.000385452 -0.000137509 0.000227189 -0.000673841 -0.000255091 0.000908321 0.000341941 -3.79054e-05 -0.00098963 0.000291766 0.000648876 0.000187335 6.83412e-05 0.000287106 0.000154835 -4.61309e-05 0.000493741 -3.04468e-05 0.000159777 -0.000168414
internal_weight=271.41 156.496 150.406 3.51521 146.891 60.0416 86.8493 58.9404 23.7626 14.4325 12.4798 11.1067 35.1778 7.34169 5.79033 3.76503 9.33006 23.7291 3.33066 81.1193 18.3545 62.7648 55.3732 14.4957 51.8078 32.5225 19.2853 114.914 48.3083 66.6059
internal_count=4633 1903 1853 51 1802 1170 632 1159 584 343 304 261 575 197 127 64 241 483 57 591 189 402 355 110 315 197 118 2730 958 1772
is_linear=0
shrinkage=0.00196078


Tree=731
num_leaves=31
num_cat=0
split_feature=0 0 1 1 4 1 0 0 3 0 3 0 3 0 2 2 1 0 4 1 4 4 4 2 2 3 0 0 3 3
split_gain=0.61187 1.44564 1.11196 1.63612 0.862147 1.62091 1.47869 1.37861 0.970183 0.750161 1.0361 1.30143 1.28194 1.0758 0.787356 1.42298 1.01504 1.44902 1.29346 1.01802 0.980228 1.1493 0.807922 0.74145 0.736413 1.63489 1.16906 2.45591 2.03609 1.09944
threshold=91.109157582800023 90.321439350550008 67.606656606400023 66.439865777750015 38.396531328800009 65.130586668250018 86.474255765850003 81.90387694410002 0.10487000000000003 86.09518316945001 0.08079500000000002 86.135510041400025 0.079220000000000027 86.780739992750014 -0.082654999999999992 -0.076544999999999988 61.987779113750001 85.769879735700016 38.983591653800012 62.009286778800011 41.559097512700014 43.847983878700006 40.767054867700004 -0.066979999999999998 -0.10040499999999999 0.092895000000000019 87.525442894850016 86.904409066750006 0.087795000000000026 0.086075000000000026
decision_type=2 2 2 2 2 2 2 2 2 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 9 -7 8 -1 14 12 -12 13 23 -6 -16 17 18 -17 -18 -20 -22 -21 -11 29 26 27 28 -26 -13
right_child=2 -3 -4 -5 5 6 -8 -9 -10 10 11 24 -14 -15 15 16 19 -19 20 22 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.001712354715561818 0.00013711342420720681 0.0010157975818334297 4.7153499413849801e-05 -0.0019982025746461563 0.00013662380733813368 0.00071209121655555017 -0.0020188702735284597 0.00074174247229758493 0.0014377044053106441 -0.00058837634616595088 0.0010607318501381097 0.001395624547175296 0.0019873022610179332 0.0012547354583677275 -0.0022936872682308602 -0.0026674222615373422 0.0012752583958983868 -0.0019108013356658547 0.0007634810717423139 -0.0012540951786266749 -0.0023700578752929818 0.001190739267286352 0.00022245231027524163 0.00069213335986284237 0.00022983117449590533 0.00033534909873713699 0.0003068683960878734 -0.0023041143076806625 -0.0015142822626670175 0.00010624656910444738
leaf_weight=1.5724753770628042 2.9750136910006395 7.7936389069072893 107.41970518920971 2.5725411807652563 33.750923605301068 1.0890601148712442 2.5402880504116183 16.123286944348365 0.49399306625127781 3.8451798427849999 5.4135856740176669 3.4942233860492697 2.5949821136891833 4.1001082239672542 1.3575006574392343 0.69434354454279112 2.558555946685372 2.6650238540023565 3.4787665383191779 1.9201204841956494 0.99260373534343649 0.5370538272545673 5.522291376022622 3.173180177807807 7.8276657685637492 18.579279247671366 5.4374114498496047 3.1120243445038787 3.8337781578302383 9.3354470953345281
leaf_count=176 42 70 2593 60 568 17 72 135 10 23 41 20 71 33 40 6 15 25 45 16 102 39 72 19 35 121 32 39 37 59
internal_value=0.000112521 0.000192987 2.94484e-06 -0.000853086 0.000149077 9.22524e-05 -0.00119939 0.00054849 -0.000959327 0.000129989 0.000262464 0.000146109 0.000746378 0.000456754 -4.5267e-05 -0.000356476 -0.000213311 -0.000717215 -0.000159426 0.000208305 0.00018827 -0.00111988 -0.000158493 -9.42514e-06 5.01892e-05 -8.44989e-05 -0.000470453 -0.000756548 -0.000343558 0.000457415
internal_weight=266.804 153.837 112.967 5.54755 146.043 127.853 3.62935 18.1898 2.06647 124.224 70.7469 57.0334 13.7135 11.1185 53.4772 19.7263 18.3688 8.36779 5.70277 10.001 5.00842 1.52966 7.44241 7.01836 51.6198 38.7902 20.2109 14.7735 11.6614 12.8297
internal_count=4633 1938 2695 102 1868 1547 89 321 186 1458 530 384 146 75 928 360 320 217 192 103 186 141 88 42 343 264 143 111 72 79
is_linear=0
shrinkage=0.00196078


Tree=732
num_leaves=31
num_cat=0
split_feature=1 4 4 1 0 0 4 1 0 0 2 0 2 2 4 3 2 4 2 3 4 3 3 2 4 0 2 1 3 4
split_gain=0.614315 0.482486 0.883928 0.800756 3.11073 0.975978 0.831856 1.21694 1.39149 1.20031 1.48315 0.76809 0.788277 1.29704 1.10194 0.74363 1.32336 1.11572 1.46017 1.52336 1.20477 1.18452 1.46996 1.79727 1.0226 1.035 1.74824 1.0306 0.990653 1.91292
threshold=90.937096262400004 42.081757894750005 42.027798546600003 64.369753017350021 88.350799540950007 87.525442894850016 41.489621506400006 75.424692849750016 90.767723400200012 98.752444047600008 -0.22386500000000001 104.03526427400001 -0.14314999999999997 -0.18437499999999998 40.806664626150003 0.088145000000000015 -0.24150999999999997 43.521589032450009 -0.10771499999999999 0.077440000000000023 43.157831852650006 0.079470000000000027 0.087245000000000031 -0.089569999999999997 43.735142172100005 86.208098410950015 -0.098419999999999994 61.998532946250002 0.08376500000000002 44.202975721700007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 -5 11 8 -8 -9 -11 12 13 -7 -14 16 -3 18 -18 20 -20 -21 23 -23 25 26 -17 -27 -19 -30
right_child=-2 15 -4 5 -6 6 7 9 -10 10 -12 -13 14 -15 -16 24 17 28 19 21 -22 22 -24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00021917657544525396 -0.0011333453288944811 -0.0020914067650623755 0.0010170477412496273 -0.0021467276183407273 0.0018722369267315079 -0.0001122261629286691 0.00030882457110424134 0.001228147407316426 -0.0026174746115719717 0.0011921972861481452 -0.0022778216595610548 -0.0012038238849826674 0.00011691497916072971 -0.0023335213184552581 0.00082090239712018015 0.00039860287441246286 0.0012879153310777136 5.9611339914232058e-05 -0.0019935096726985315 0.0014001756012693961 0.00028864676356292739 -0.0015869321109919013 0.0011015495722868163 0.00023313356259914843 0.00050457149863007255 0.001195765448444941 -0.0017995152184990962 -0.00033212838441311197 -0.0023456935995802928 0.0002260359802245823
leaf_weight=75.146943247513263 1.4729730191374972 1.0028968266014988 4.9253035411238661 0.7758518585760602 4.6473391372710458 8.3551930020621494 0.95747230201959554 1.8809424042701723 1.7978047509677706 0.76630740333348546 1.2396475332789121 1.6518933675852157 57.034886939771241 1.1497239685850207 10.055587683455085 2.0546811502426863 6.2515668556443442 26.537142127475821 1.9531583675561734 3.9236613884568241 1.6328429947607217 2.6461949693039157 5.0470570321194819 9.8518995287595228 5.8178442880744106 1.9035033658146883 4.3073741164989832 15.670057013398035 2.0291268686996764 2.4602955379523337
leaf_count=831 554 189 32 40 46 168 12 21 42 12 36 287 628 33 87 21 53 700 92 67 24 36 38 89 97 8 111 178 57 44
internal_value=0.000129404 0.000136464 0.000198485 0.000174118 0.000315453 4.24691e-05 6.24774e-05 -0.000603725 -0.00160057 0.000102902 -0.000952218 0.000119029 0.000147559 -0.000380916 0.000222429 2.29446e-05 0.000143061 0.000179012 0.000440167 0.000228641 -0.000954357 0.00042624 0.000208437 -0.000152225 -0.000232746 -0.00041196 -0.00108961 -0.000166633 -8.44979e-05 -0.000936333
internal_weight=264.947 263.474 170.385 165.46 79.7943 85.6653 84.8895 6.64217 2.75528 3.8869 2.00595 78.2473 76.5954 9.50492 67.0905 93.0893 63.3358 62.3329 31.3064 25.0548 3.586 21.4688 17.5452 12.4981 29.7535 23.9356 6.36206 17.5736 31.0266 4.48942
internal_count=4633 4079 2275 2243 877 1366 1326 123 54 69 48 1203 916 201 715 1804 1389 1200 399 346 116 230 163 125 415 318 132 186 801 101
is_linear=0
shrinkage=0.00196078


Tree=733
num_leaves=31
num_cat=0
split_feature=2 3 4 4 4 0 0 4 0 2 4 1 4 4 1 1 0 4 1 1 3 4 0 1 1 0 0 0 1 3
split_gain=0.470538 1.24699 1.23842 0.937409 1.48411 2.11962 1.17186 1.01601 0.836115 0.614381 0.770007 1.04265 1.18813 1.08576 0.582445 3.5916 1.26292 1.22728 1.12904 1.44013 1.04414 0.804828 0.802701 1.03612 1.06351 1.01213 1.34044 1.3657 1.00876 0.917293
threshold=-0.23557500000000001 0.091705000000000023 42.527280425250005 45.458122212500008 38.804629908750009 86.264556031700025 98.51854819030001 50.189067467950004 76.535026057600007 -0.26416999999999996 35.476804824450006 78.27445846800002 39.955516828000007 40.574766824850009 71.053259929650025 71.504920895500007 95.988709089550014 36.558960102350007 70.816675614150014 70.348883899450016 0.082685000000000022 44.026978245600006 97.886760529650019 78.537927364800012 78.895492296100016 99.524031531050014 100.69082235970002 101.11291028615001 79.941302508900023 0.078770000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 -7 -5 -1 10 -3 12 -12 -14 18 17 20 -16 19 -2 21 -17 29 -24 -25 -26 -27 -28 -29 -18
right_child=14 2 -4 7 5 6 -8 -9 -10 -11 11 -13 13 -15 15 16 22 -19 -20 -21 -22 -23 23 24 25 26 27 28 -30 -31
leaf_value=0.001635438961707315 0.00019632877470749895 0.00099557459740450601 0.0013053182094232387 -0.0022341739811541903 -0.0021902303511563835 0.00097291426885890504 -0.0013519855191653463 0.0015250174032803473 -0.0023605156312174139 0.0011371320292823061 -0.0023917220902823521 0.00072563989287523082 0.00059628727712488481 -0.0014184127636881871 0.00091759886695608867 -0.001223702454560464 -0.00027322318899629779 -0.0021301391715783848 0.001172357497706383 -0.0014543628243529074 -0.002245963537005661 0.00075315651520397946 -0.00050060387821919026 0.0016366569779551873 -0.0026444705192064325 0.0012464978428377241 -0.0026963757657805527 -0.0013983617799623105 0.00017989397458431649 0.00064158948347317981
leaf_weight=0.228987043839881 167.9862918836443 1.5667031405610012 3.2885882386472067 2.0334232581953979 1.3020905943412797 4.8687060712836683 1.0057278566600869 0.31990598142147053 1.666148781605443 1.4017230421304692 1.5655088098719714 1.9445675795577697 2.1118209350388497 2.0046609099954367 0.58609491819515724 1.6081172890844748 5.3504685722291496 3.8115064855664968 4.4913460360839954 2.0569016012013881 1.4784566626767626 1.5597889130294786 11.365846389206125 1.848509552306498 0.50707962363958614 3.7060842788778272 0.71243554912507789 1.6835727778961906 20.711926804017821 19.841271209530532
leaf_count=9 1847 30 42 159 119 40 90 5 125 8 36 47 15 33 10 32 37 186 33 93 58 76 220 24 10 26 13 36 1059 115
internal_value=0.000114099 -0.000140641 0.000254184 -0.00062043 -0.000334365 7.31866e-05 0.000574882 -0.00172316 -0.00187769 -7.20791e-05 -0.000256451 -0.000513651 -0.000937778 -0.000384839 0.000139959 -4.83931e-06 0.000102587 -0.00172395 0.000201992 0.000176361 -0.000885349 -0.000250352 0.000172426 1.60283e-06 0.000197286 9.99002e-05 0.000151799 -2.37705e-05 6.12492e-05 0.000447293
internal_weight=274.614 25.3086 13.8836 11.425 9.07166 7.17652 5.87443 2.35333 1.89514 10.595 9.19326 7.62656 5.68199 4.11648 249.306 74.7712 70.3736 4.3976 174.535 170.043 4.64636 3.16791 65.7272 40.5355 29.1696 27.3211 26.814 23.1079 22.3955 25.1917
internal_count=4633 758 211 547 383 249 130 164 134 169 161 131 84 48 3875 1902 1706 196 1973 1940 166 108 1540 1388 1168 1144 1134 1108 1095 152
is_linear=0
shrinkage=0.00196078


Tree=734
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 0 1 2 2 2 1 4 4 1 2 4 3 3 1 1 2 3 3 2 2 1 1 0 3 3
split_gain=0.59425 1.53705 2.45193 1.465 0.800749 1.75989 1.13933 0.964765 2.12867 1.28484 1.16328 0.959196 2.70158 1.24771 0.850943 1.89504 0.813999 1.83574 1.5594 1.53853 1.47049 1.19966 1.02668 0.789743 0.763311 1.0384 1.13563 0.740038 1.18598 1.28661
threshold=66.859265246100009 90.321439350550008 91.886121982450007 65.765062787050013 91.886121982450007 90.60910437050002 67.606656606400023 -0.060989999999999996 -0.068964999999999985 -0.016014999999999998 70.940344688150006 38.238138001450004 35.119813570500007 83.116371560950014 0.048475000000000011 36.859113051050009 0.083555000000000032 0.076615000000000016 87.143681840350013 71.658163008950012 -0.075639999999999999 0.084365000000000009 0.078385000000000024 0.20852500000000004 0.067985000000000018 72.327589083450007 80.909147435850016 85.705356740550016 0.12001500000000002 0.10176000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 23 5 6 -2 8 11 10 -9 12 -6 -14 15 -11 17 19 20 -13 -19 -18 -20 27 25 -16 -27 28 29 -1
right_child=4 2 -4 -5 7 -7 -8 9 -10 14 -12 16 13 -15 24 -17 21 18 22 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00021680020056178131 0.0015572730791725165 0.0014203097507159185 -0.00099284327973021337 -0.0016494409777221776 0.00073487907667907544 -0.0020016415348192039 -0.00092597414033331179 0.0014392936573425549 -0.0027365559337361794 0.0015363112600910878 0.00032534407169469882 -0.0015972549020985415 -0.0023310626376362906 0.000963862833708143 0.0016244861460353523 -0.001630732723927529 0.0019423596523336485 -0.002031592828012416 -0.0020349516736676656 0.00052619300736519894 0.0017983168176462477 0.0001165764740949989 0.0013440679324451272 0.0011115325942003813 -5.2615878838403869e-05 -0.0011003615920960538 0.0010876379359960923 0.0002234886373844877 -0.001820759586286954 0.00079473354932954566
leaf_weight=26.239359221304767 1.3952889665961259 8.0674582757055742 2.025198007002472 1.7286285953596223 2.6136421120236255 2.345246842247434 1.4470201558069673 5.4807541649788645 1.1722327608877083 0.96815023036470238 10.526968608028254 1.5529104296583707 3.1694266409613197 0.51343456771064655 2.8090835269540575 2.9088837215967942 1.4439294769254036 4.4755613629822593 0.47098407297744405 8.4507078093301953 0.42175045236945319 33.131495610832644 1.2997753403033128 3.3210415218491098 18.878738437299035 1.7513671534834432 1.9029683624157767 107.72270504711196 1.4883916433900584 5.9263431816361836
leaf_count=867 9 63 40 22 153 70 65 33 41 11 186 56 136 76 15 128 15 296 73 243 2 547 65 45 424 30 56 788 28 50
internal_value=0.000118537 0.000195974 0.000936085 0.000144961 7.47381e-06 -0.000744358 0.000293051 4.49961e-05 -0.000120796 0.000260236 0.00070674 -6.751e-05 -0.00078973 -0.00187171 1.56188e-05 -0.000839877 2.1226e-05 -0.000334652 -0.00113159 0.00019656 -0.00170177 0.000192824 0.000445321 0.000166398 0.000146499 0.000728085 3.90231e-05 0.000144196 -0.00010961 -3.0431e-05
internal_weight=265.649 156.519 10.0927 146.426 109.13 5.18756 2.84231 103.943 58.7159 45.2269 16.0077 57.5436 6.2965 3.68286 29.2192 3.87703 51.2471 16.6717 6.66807 10.0036 4.89731 34.5754 1.77076 144.698 25.3422 6.46342 3.65434 141.377 33.6541 32.1657
internal_count=4633 1903 103 1800 2730 144 74 2586 1703 883 219 1662 365 212 664 139 1297 735 436 299 298 562 138 1778 525 101 86 1733 945 917
is_linear=0
shrinkage=0.00196078


Tree=735
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 0 0 2 2 4 1 3 2 2 0 0 2 2 0 2 0 0 0 1 0 2 2 2 2
split_gain=0.628887 1.75108 2.5044 1.77055 0.829848 0.798588 0.838323 0.801016 0.808546 2.34667 2.25714 2.14054 1.37263 1.36753 1.24257 1.20475 1.25765 1.94701 1.69842 1.24976 1.00756 0.858388 0.770371 1.97665 1.44713 0.897105 0.783321 1.26028 1.05413 1.02968
threshold=66.859265246100009 90.321439350550008 91.886121982450007 65.765062787050013 0.20852500000000004 0.13747000000000004 86.09518316945001 86.135510041400025 -0.06828999999999999 -0.077085000000000001 42.283941020600004 61.93938686740001 0.097645000000000023 -0.059424999999999999 -0.079369999999999996 86.264556031700025 86.393602021950016 -0.083834999999999993 -0.088274999999999992 86.866770652900016 -0.11334499999999999 86.345209775600011 91.886121982450007 90.60910437050002 67.606656606400023 89.237990724000014 -0.059424999999999999 -0.068964999999999985 -0.016014999999999998 0.048475000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 -1 -8 9 11 13 -9 -11 -10 15 -13 -17 18 20 -19 -18 -15 23 24 -2 -26 27 -24 -28 -30
right_child=22 2 -4 -5 -6 -7 7 8 10 12 -12 14 -14 21 -16 16 17 19 -20 -21 -22 -23 26 -25 25 -27 28 -29 29 -31
leaf_value=-1.4224715720290766e-05 0.0016732157888984238 0.0014422243638486025 -0.0009648234300683882 -0.0018553877984955715 0.0011364583508693966 -0.00079511783383904948 0.0010576313585554406 -0.0014129639511432498 0.0021344007195694026 -0.0023279735580142204 -0.00052086044825522227 0.0013150219334885152 -0.00014910891142131977 -0.00017547588992307224 0.0015736280319389397 -0.0010202951156866504 0.00059021666371823832 0.00010345143825592509 0.0016544164672868172 -0.0017209115517474896 -0.00029123604035771842 0.00088991619320385345 -4.6680065296983363e-05 -0.0019869151578299472 -0.0027066744067427858 0.00022967364025259162 0.0006490051398031064 -0.0016560477742020734 -0.00086636568199028924 0.00016848782570787625
leaf_weight=56.958588931913255 1.5745452828705304 8.4816483370959741 2.0668266492430112 1.6846301481127728 3.3132015428272998 3.3996065203100434 4.9981299936771384 2.8343347664922467 2.7690262869000497 2.2646951973438254 5.9694083090871564 3.7184806875884524 2.1832465715706348 3.7767363451421287 2.9550734832882872 3.2513598743826142 13.871883159037681 3.0255230665206971 4.0668149515986434 2.7611708417534828 7.7831890732049933 12.633371550589798 63.580687112607848 2.5316771373618394 0.66822904073342193 0.99666447669733316 15.87768687692005 1.9274619507923478 4.2590709848955148 27.990825300603319
leaf_count=1110 9 63 40 22 45 48 36 24 15 23 45 19 20 24 60 18 95 12 15 29 43 97 1662 70 37 28 192 68 139 525
internal_value=0.000116925 0.00019941 0.000970597 0.000143004 0.000166623 0.000143543 0.000167038 0.000297955 0.00024655 9.91539e-05 0.000532075 0.000235567 -0.00125849 0.000859795 0.000348338 0.000254238 0.00014076 0.000260568 0.000491755 -0.000767059 0.000273408 0.000644719 1.00123e-05 -0.000688852 0.000325607 -0.000948872 4.55049e-05 -9.40329e-05 0.000235435 3.18203e-05
internal_weight=274.174 154.767 10.5485 144.218 142.534 139.221 135.821 78.8624 73.8643 48.7158 25.1485 44.2678 4.44794 19.1791 41.4335 38.4784 34.7599 31.5086 25.7219 5.78669 21.6551 16.4101 119.407 5.77112 3.23944 1.66489 113.636 65.5081 48.1276 32.2499
internal_count=4633 1903 103 1800 1778 1733 1685 575 539 358 181 315 43 136 291 231 212 194 153 41 138 121 2730 144 74 65 2586 1730 856 664
is_linear=0
shrinkage=0.00196078


Tree=736
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 4 2 0 4 3 0 0 3 0 4 0 3 0 4 4 2 3 3 4 1 1 0 1 4 4
split_gain=0.141085 1.18208 1.30775 1.05649 0.58383 0.521758 0.474837 0.431903 0.471156 1.16734 0.601456 0.894256 0.657832 0.537242 0.499465 1.20812 1.00898 0.733581 0.526208 0.865855 0.487209 0.472277 0.723041 0.450698 0.802279 2.35195 1.52598 1.34561 0.765397 1.60777
threshold=66.859265246100009 90.321439350550008 91.886121982450007 65.765062787050013 0.20852500000000004 41.600558339100012 0.13747000000000004 89.861713010250014 38.110427674550003 -0.11223 84.546631286350006 89.474575039450016 0.10307000000000002 89.474575039450016 40.165165956550005 86.538778761000017 0.082855000000000026 85.990333302400003 40.574766824850009 40.94178426300001 -0.124155 0.10487000000000003 0.08376500000000002 41.976795488650005 62.068432857650002 62.041548276350007 86.420486603250012 62.020040611300011 42.684965421050009 42.720329370750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 4 6 -3 7 8 9 -1 12 -12 -11 14 15 16 -10 -18 20 21 -16 22 -20 24 25 27 -26 -21 -25 -30
right_child=-2 2 -4 -5 -6 -7 -8 -9 13 10 11 -13 -14 -15 18 -17 17 -19 19 23 -22 -23 -24 28 26 -27 -28 -29 29 -31
leaf_value=-0.10608847631601208 -0.0017794352780915726 0.033576505727826139 -0.037478128321232915 -0.081782049743236246 0.047738914015859849 0.088732976677151146 -0.037388530473867782 -0.040355041342753119 0.0040335512526661257 -0.060391419705545388 0.081953494186344192 0.0053289861528891874 0.034348938580691227 0.054355806255887193 -0.016036494045932038 0.025807524069865612 -0.099735805560876981 -0.032212962609359512 -0.095723847643151561 -0.00078536832684652147 0.037188411015255315 -0.087634380447524626 0.0039302005722302623 -0.023354820729552216 0.071980009606906731 -0.093493489557709905 0.0036452535088392244 0.071286850786079381 0.083849253766570583 -0.0014550779101896215
leaf_weight=0.57811577885877241 93.16786007792507 3.38146081380546 1.5889113552402703 1.3615809991024423 2.3963978817337184 2.77080331556499 2.8282382705947375 2.1289776582270852 3.6191636866424215 1.0951039678402579 3.2545786276459694 2.3141044899821281 1.6040361700579522 1.6319017484784115 1.9943832599092273 4.1173557676374903 2.3699297053972259 3.5974340513348579 0.86005405639298205 14.14678652427393 6.5188270439393801 1.288659483194351 2.6037542202975601 12.484200985265486 4.7244808161631209 2.1600081399083129 7.521509038284421 2.7469361610710612 2.1006365716457394 29.70855770954222
leaf_count=103 2730 32 40 22 45 31 48 22 37 84 33 19 18 21 38 24 33 21 68 170 44 12 18 181 45 22 48 20 60 544
internal_value=0.00101703 0.00302898 0.0387344 0.000758847 0.00169233 0.0584174 0.000757179 0.00169393 0.00248587 0.0233651 0.032417 0.0501117 -0.00408943 0.000713257 -0.000140264 -0.0168853 -0.0352216 -0.0590296 0.00244217 8.17252e-05 0.0247195 -0.0389325 -0.0208136 0.00253451 0.0111902 -0.000904637 0.0300087 0.0109336 -0.00358197 0.00417831
internal_weight=222.665 129.497 7.74118 121.756 120.394 6.15226 117.998 115.169 113.041 8.84594 8.26782 5.56868 2.69914 104.195 102.563 13.7039 9.58653 5.96736 88.8588 80.3456 8.51321 4.75247 3.46381 75.5931 31.2997 19.0537 12.246 16.8937 44.2934 31.8092
internal_count=4633 1903 103 1800 1778 63 1733 1685 1663 257 154 52 102 1406 1385 115 91 54 1270 1188 82 98 86 1090 305 212 93 190 785 604
is_linear=0
shrinkage=0.0942322


Tree=737
num_leaves=31
num_cat=0
split_feature=1 1 1 1 3 0 0 2 2 2 2 0 1 0 1 4 4 1 3 3 4 3 3 3 3 0 3 2 2 1
split_gain=0.70617 0.499313 1.27516 1.26685 2.13833 0.865261 1.10276 0.971695 1.72374 1.6078 2.99064 2.1244 1.45064 1.07564 0.884261 1.36383 0.828061 1.65638 0.824217 0.790615 1.18356 0.750163 2.35767 1.95508 1.35082 2.22369 1.66298 0.991423 0.905185 2.1686
threshold=90.937096262400004 66.859265246100009 66.235542959850008 65.644082171150004 0.10385500000000002 96.631250582750013 97.789976036950009 0.075080000000000022 0.26056000000000007 -0.070854999999999987 -0.095854999999999996 93.308316333500017 70.940344688150006 93.047535894850014 78.196493182200015 42.081757894750005 40.806664626150003 72.62331947780001 0.090465000000000031 0.088350000000000026 39.955516828000007 0.083555000000000032 0.08674500000000003 0.080545000000000019 0.09117500000000002 93.910530954700008 0.092895000000000019 -0.24150999999999997 -0.16533 69.873026810350026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 7 -7 9 -9 10 21 -11 -13 -12 15 16 17 -8 -4 20 -19 23 -23 27 25 -24 -26 -3 -29 -30
right_child=-2 5 18 4 -6 6 14 8 -10 11 13 12 -14 -15 -16 -17 -18 19 -20 -21 -22 22 24 -25 26 -27 -28 28 29 -31
leaf_value=0.00019292225467577815 -0.0012030712627148514 -0.0021087028893041621 0.0016821226262326173 -0.0023983266281601195 0.00064977386431198762 0.0005055719456450601 0.00098785435195552921 -0.0016913257247097508 0.00039547216953923368 -0.0014128327973867069 0.0001699124387337098 0.0013858888323146534 -6.7712818260228649e-05 -0.001805255103892435 0.00015947285544458341 -0.0017176020621761906 0.00044207341684772064 -0.0020782069758028422 0.00014476362052496226 -0.0018129335160730791 0.0017057803443504015 0.0022408835129762899 0.00060216605467738242 -0.0024654146952639228 0.0021495813776596677 -0.0026792732419495353 -0.00018478191612455991 0.00089590637161569928 0.0021220574328416767 -0.0025153625329640264
leaf_weight=143.02339500679227 1.5468147778628907 0.70858277252409596 3.5856825206428757 1.9167232108302408 1.6436632499098776 24.014033341314644 1.7493443209677915 3.9618589778838205 2.4710293884854764 1.9168736208230246 1.300221898418388 6.8070858563296479 4.3113346467725933 5.7382208530325443 34.53806872880341 2.5647919356124467 5.1895208153873682 0.57346943387528859 2.1415116973221302 3.0642832475714386 0.71281923539936543 2.1321221827529362 1.550190730253233 1.4424443985335527 1.6857952103018758 1.6275861016474662 3.8594558390323073 3.7309509580954914 0.60744360089302274 1.0716616638528647
leaf_count=1802 554 47 33 40 11 163 8 95 45 28 15 64 39 132 890 112 40 45 17 90 7 11 15 74 8 60 63 47 3 75
internal_value=0.00011799 0.000125569 0.000199625 0.000164162 -0.000991162 2.94325e-05 0.000162064 -0.000184342 -0.000889736 -6.64479e-05 -0.000353227 0.000493561 0.000822233 -0.00144038 -8.39757e-06 -0.000426892 -0.000133662 -0.000623471 0.00110727 -0.00127138 1.87554e-05 6.22679e-05 0.000392547 -0.000411901 -5.92316e-05 -0.00107851 0.000524881 7.22064e-05 0.000357851 -0.000837701
internal_weight=271.187 269.64 152.311 146.584 3.56039 117.329 72.4063 44.9229 6.43289 38.49 25.4547 13.0353 11.1184 7.03844 48.3923 13.8542 11.2894 6.09992 5.72719 4.35057 1.28629 18.4162 10.8552 7.56108 8.72303 3.17778 5.54525 6.11864 5.41006 1.67911
internal_count=4633 4079 1903 1853 51 2176 1355 821 140 681 550 131 103 147 1192 302 190 150 50 142 52 403 157 246 146 75 71 172 125 78
is_linear=0
shrinkage=0.00196078


Tree=738
num_leaves=31
num_cat=0
split_feature=2 3 4 4 0 4 4 1 4 1 1 2 4 1 2 4 3 2 3 3 2 2 1 2 2 4 0 4 3 2
split_gain=0.135876 0.738087 0.623967 0.820149 1.40154 0.795813 0.562008 0.539683 0.536496 0.689145 0.872865 0.440464 0.439442 0.407884 0.594662 0.716752 0.320825 0.308238 0.249763 0.456706 0.562941 0.533672 0.438925 0.475062 0.814353 0.786906 0.718828 0.716676 0.724627 1.28173
threshold=-0.23557500000000001 0.091705000000000023 45.458122212500008 38.804629908750009 86.264556031700025 50.189067467950004 42.527280425250005 59.98487780655001 41.037275035300006 69.999384342500022 83.116371560950014 -0.23455499999999999 41.835830569250014 63.910026677050006 -0.24150999999999997 41.067148236900003 0.09803000000000002 -0.58835000000000004 0.10487000000000003 0.10685000000000001 -0.036264999999999999 0.20852500000000004 61.966271448700006 -0.031989999999999998 -0.063379999999999992 41.037275035300006 86.264556031700025 37.572218886150004 0.10990500000000002 -0.117885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -5 -4 8 -1 9 -3 16 -2 -10 -6 15 17 -11 -15 -13 20 -20 22 -21 24 25 26 -24 28 -28 -30
right_child=11 6 5 4 13 -7 -8 -9 12 10 -12 18 -14 14 -16 -17 -18 -19 19 21 -22 -23 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.070461582819890622 0.063600665255823086 0.036353181616071255 -0.097526386270745002 -0.095366715350764519 0.066915906636714567 0.069674676432461238 0.049946244682157345 -0.099533141658286514 -0.086608789484623361 -0.104662334034493 0.045097050413608904 0.0025563060938645723 0.00054265683850660245 0.056289927166974625 0.0571639394810542 -0.10162966827246271 -0.024283839838022514 -0.028125059685137878 -0.074138383649040462 0.01478650091932213 -0.004913595753818405 0.04166480177853308 0.018016916330587579 0.0042927235855191419 -0.079876943372841472 0.020109928892197964 0.041228289666752058 -0.095632927801130696 0.053869993393226207 -0.14401359077108891
leaf_weight=0.16312778741121459 0.86436057725222681 3.4577384733129275 1.4489323452435199 0.91791184476460319 1.1748062819242475 0.25348222872707982 2.0800248845444003 1.0692853742093573 0.88335952514898941 0.75570798288390528 0.86513177990127577 174.80360208933553 0.87065383428853238 0.64133489512460073 1.1098817884922034 0.60144881804080785 0.7496945584716741 0.67062887817155503 1.5796574335709013 5.8725297185592416 2.0401249893075173 1.9524002671350889 1.3930889889597962 7.158706767433606 1.7053382997328306 3.1834903531707823 0.85110645179429445 1.7519780898874158 0.40610771112552169 0.63746986953810103
leaf_count=10 17 38 159 119 6 5 42 124 25 28 37 3435 16 31 10 59 25 24 34 46 19 47 6 111 29 36 7 42 11 35
internal_value=0.000952795 -0.00636128 -0.0258294 -0.013279 0.00207865 -0.0726309 0.00985999 -0.0770319 -0.00113675 0.0115669 -0.0245872 0.00158725 -0.0433487 0.023385 0.00646956 -0.0229359 -0.0646336 0.01314 0.00132363 -0.00622843 -0.035123 -0.00203 -0.00574561 -0.0128021 -0.0251277 -0.0137738 -0.0351774 -0.0554985 -0.018387 -0.0670073
internal_weight=221.913 17.7132 8.05084 6.34843 5.11601 1.70241 9.66231 1.23241 7.58229 5.82827 2.37053 204.2 1.75401 4.1981 3.02329 1.91341 1.5054 1.31196 203.336 28.532 3.61978 24.9122 22.9598 17.0873 9.92858 8.22324 5.03975 3.64666 1.89468 1.04358
internal_count=4633 758 547 383 249 164 211 134 169 128 90 3875 41 130 124 114 53 55 3858 423 53 370 323 277 166 137 101 95 53 46
is_linear=0
shrinkage=0.087056


Tree=739
num_leaves=31
num_cat=0
split_feature=0 2 2 2 1 1 2 1 1 1 1 3 2 0 2 4 4 4 4 4 1 2 0 4 3 2 3 3 2 3
split_gain=0.159507 0.372728 0.15262 0.859033 1.01327 1.35633 0.611432 0.817584 1.05174 0.514973 1.0125 0.855663 0.756587 0.716299 0.469573 1.32695 0.993926 0.841723 0.397508 0.89736 0.457936 0.993503 0.723248 0.879931 0.483453 0.356473 0.346593 0.340688 0.329455 0.248134
threshold=71.096275259750016 0.11061500000000003 -0.0025899999999999999 0.048475000000000011 61.987779113750001 70.311245485600026 0.055540000000000013 59.98487780655001 61.821094709650005 76.621056717750008 72.62331947780001 0.08759500000000002 0.23643500000000003 100.01333091085002 -0.027754999999999998 41.835830569250014 40.722669576350008 42.686561923500008 42.027798546600003 42.123054668150012 62.116825104000007 0.26056000000000007 96.324766355850002 38.171717059500004 -0.11223 0.28423000000000004 0.089965000000000031 0.081515000000000018 0.075080000000000022 0.11636500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 4 -4 -6 -5 -8 -9 10 18 13 -13 -11 29 16 26 -17 20 -20 -10 22 23 -22 -23 -12 -16 -15 -29 -2
right_child=2 -3 3 6 5 -7 7 8 9 11 25 12 -14 27 15 17 -18 -19 19 -21 21 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.095562194469902731 0.0018390609130022248 0.073467733055490911 -0.10253886986696613 0.04689800614196702 0.0099793247955661697 -0.098784854112706461 -0.099432062907593211 0.080733428284941414 0.02058107889579015 -0.098245537709827163 -0.099117272367857265 0.069184297468306524 -0.0056799687706050716 0.015280584431242342 -0.021432981065803602 -0.075061249091243024 0.072757905284871652 0.0084502743425849854 0.088555849432337824 -0.0042004200741094866 -0.01920074225086256 0.074773806723621758 -0.0029028061921850226 -0.099875944128715366 -0.0053373671542300133 -0.012870437118494242 0.0347747571707979 0.0052140868931930349 -0.094477379865593666 -0.011150313991756191
leaf_weight=0.37024699652101745 157.58225901129344 0.1424363236874342 1.3389895392174356 2.2088042245350143 3.8427249025553465 1.182164164521964 0.65761737979483115 1.2393023446202303 2.5044908635318377 0.6525563727336684 1.304632813844363 2.8879884779453278 1.6856911706781827 3.3480135484642233 1.6846897276809598 1.4547523774672297 3.9092791900038719 2.7517025389097398 1.0756824761629094 3.4925295749853831 2.0087985526770336 0.97277212888002429 2.6381162032485008 2.2714029138442129 1.5253404644317923 0.53193150809966017 1.777890861221749 0.54322963280719683 0.50379049268485687 12.517075193611161
leaf_count=186 3152 2 21 61 39 116 39 13 25 51 46 59 55 130 29 40 52 35 8 68 23 12 11 47 40 27 16 6 51 173
internal_value=0.000870525 -0.0486014 0.000985764 -0.00409925 -0.0338992 -0.0156087 0.00181737 -0.00151914 0.00068701 -0.00286263 -0.0115966 0.013773 0.0415921 -0.0114343 0.00206101 0.0193643 0.042072 -0.0204312 -0.00463076 0.017641 -0.0131655 -0.0221411 -0.039473 -0.0620132 0.0258582 -0.0741373 0.00742735 0.00145511 -0.0427541 0.000883214
internal_weight=220.607 0.512683 220.094 38.4166 6.36388 5.02489 32.0527 29.8439 29.1863 27.947 18.3257 9.62127 4.57368 5.04759 181.678 11.5783 7.37186 4.20645 16.4891 4.56821 11.9209 9.41643 6.91832 4.2802 2.49811 1.83656 3.46258 4.39503 1.04702 170.099
internal_count=4633 188 4445 948 176 155 772 711 672 659 307 352 114 238 3497 172 97 75 234 76 158 133 81 70 52 73 45 187 57 3325
is_linear=0
shrinkage=0.0887971


Tree=740
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 2 0 1 1 4 3 2 3 4 0 0 3 3 0 0 1 3 3 0 1 3 4 2 2 4
split_gain=0.572518 1.30196 1.3695 1.05861 1.37075 3.2768 1.43024 1.96891 1.00755 1.01819 1.01664 0.943381 1.57135 1.02893 0.924188 1.06294 0.907444 0.819931 1.10727 0.985876 0.784752 1.05733 1.50849 0.774994 0.831302 1.39053 0.738652 0.866545 1.04144 0.672345
threshold=93.972365491700018 94.625660817400004 -0.14907499999999999 -0.079369999999999996 74.927328095600004 -0.095854999999999996 101.91675926715001 80.677940036650014 81.339300736700025 44.749265482150008 0.075810000000000016 -0.102645 0.094385000000000011 47.74983977685001 97.491557184450016 97.886760529650019 0.098950000000000024 0.086375000000000021 102.21786657775002 104.03526427400001 78.27445846800002 0.088755000000000014 0.099855000000000027 93.843319501450011 69.873026810350026 -0.10696499999999999 42.081757894750005 -0.07490999999999999 -0.047144999999999999 40.00488309970001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 2 -2 4 5 11 14 -8 10 -10 29 12 13 -3 -6 -16 26 19 -19 -9 21 -17 -23 24 -1 -26 27 -12 -29 -5
right_child=1 3 -4 8 6 -7 7 17 9 -11 16 -13 -14 -15 15 20 -18 18 -20 -21 -22 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00019303049869130089 0.00047302026307602092 -0.0016900484075287783 -0.0015414755899020006 0.00015343493958830341 -0.00049326423709380529 -0.0022484051623530505 -0.0022223782519145076 -0.0020659881206531207 -0.0010900099939790161 0.00061985949731362762 0.0018671852353941104 0.00093160387935897911 0.00080089530504433889 0.00032969698640181942 0.0014415925622634725 0.00061575011455976985 -0.00011479655480467309 0.0018145559859253848 -0.0021715977143052555 0.00036069395480378555 0.00078255786013137077 -0.002426795286550537 0.00058171234734282319 0.0010979040355557103 0.00088704111850574155 -0.0015065280937831022 0.00014478256205328779 -0.00042363760754595076 0.00094369148837020352 -0.0011213303231322933
leaf_weight=159.57853030708793 1.9174713995889758 3.387635863502509 4.012431171257048 4.5799551113741463 3.5794091360294322 3.7005512742325655 2.025019949884153 0.70387352723628094 3.79003179013307 2.0703746158833383 3.0141416452825132 2.5894722063094369 2.5321373001206666 1.3586592159699646 4.2948053306899956 2.6544590222765674 6.5566213281708761 0.33638276532292266 1.3164051541853039 7.5240820278904721 5.9518912674102467 1.498605596541893 1.1193962756078688 3.5389459730358785 1.4122265039477495 2.7507065889876676 6.683239788748323 2.5636772923171582 13.009442842449056 2.4371995746623725
leaf_count=2041 68 161 111 53 52 102 111 64 374 74 12 17 24 42 27 35 113 2 195 440 66 29 23 35 23 98 68 44 88 41
internal_value=0.000121001 -3.81705e-07 -0.000890076 5.87127e-05 -0.000155117 -0.000674898 7.23552e-05 -0.000461036 0.000271912 -0.000485944 0.000386249 -8.48188e-05 -0.000446435 -0.00111188 0.000404863 0.000612011 0.000535195 -0.000100055 -0.00136032 0.0001531 0.000294586 -0.000256267 -0.00114043 0.000190086 0.000170465 -0.000694538 0.000703841 0.000904856 0.000718599 -0.000289317
internal_weight=262.488 95.2074 5.9299 89.2775 44.5728 13.5685 31.0043 11.9058 44.7047 5.86041 38.8443 9.8679 7.27843 4.7463 19.0986 15.5192 31.8271 9.88074 1.65279 8.22796 11.2244 5.27246 2.618 167.28 163.741 4.16293 25.2705 18.5873 15.5731 7.01715
internal_count=4633 2436 179 2257 1390 346 1044 812 867 448 419 244 227 203 232 180 325 701 197 504 153 87 52 2197 2162 121 212 144 132 94
is_linear=0
shrinkage=0.00196078


Tree=741
num_leaves=31
num_cat=0
split_feature=0 2 0 0 1 1 4 4 1 0 3 0 3 3 3 2 4 3 2 4 4 2 4 4 2 1 0 3 3 2
split_gain=0.143421 0.334053 0.143949 0.79356 1.29231 0.61051 0.670278 0.554631 0.643558 1.26936 0.451449 0.351845 1.0127 0.414869 0.381266 0.378812 0.699396 0.352019 0.503923 0.348757 1.49897 0.642636 0.481326 0.91304 0.652753 0.725357 0.641032 0.558308 0.432552 0.418033
threshold=71.096275259750016 0.11061500000000003 97.886760529650019 97.491557184450016 75.28220456885002 78.196493182200015 42.081757894750005 41.037275035300006 72.62331947780001 101.80384402570002 0.088755000000000014 100.69082235970002 0.087475000000000011 0.09721500000000001 0.10214000000000002 0.11061500000000003 42.527280425250005 -0.22831499999999999 -0.16262999999999997 42.527280425250005 44.749265482150008 0.063030000000000017 41.976795488650005 40.890797847750008 0.063030000000000017 78.537927364800012 104.03526427400001 0.093955000000000025 -0.225495 -0.088880000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 6 7 8 -4 10 -10 12 -7 17 -15 16 -16 18 -13 22 21 -21 23 24 25 -19 -27 -25 -28 -22
right_child=2 -3 5 4 -6 11 -8 -9 9 -11 -12 13 -14 14 15 -17 -18 19 -20 20 29 -23 -24 27 -26 26 28 -29 -30 -31
leaf_value=-0.098834420522754957 0.0009151269813540379 0.073050237448608377 0.023998326884690516 -0.019193658466812341 0.066225452680435545 -0.023168726282413295 -0.078380034079540278 0.022457375091845349 -0.027683820891881265 0.073846765551974877 -0.098481261465643968 0.01893638473555068 0.062700444681854844 -0.099585610689590279 -0.099522582607713392 0.032961118584212128 0.020389550328358621 -0.1045549806105216 -0.09871876847597405 -0.090932981992812162 -0.0024135962186000079 -0.004357960004258846 0.061773120772243249 -0.10896388204751176 -0.016403971623321079 0.072967488556965984 0.094427096004860989 0.039657176486114984 -0.093836569618766782 0.048407634840399991
leaf_weight=0.33873782514274253 176.79724760374847 0.13494804129004478 1.3764159949496368 2.4295816611847831 4.0011426946148276 2.0663324643392142 1.6315333030943291 2.513094225898385 1.2256882199435502 0.60184318889514532 2.0619300127727911 0.57760579284149571 2.7089787484728731 0.59958467752949163 0.88215116184096609 0.84113142974638311 0.78417443518992513 0.2547653474030106 0.67237810847291857 1.9338436694451941 2.8784390364889987 1.1772554993513038 1.8049765043033401 0.8041301400571681 2.3007427587945131 3.0238890254186122 0.1465965455863687 0.29482630873098969 0.35982793463198781 2.6560902559795068
leaf_count=186 2643 2 8 28 44 31 108 30 45 17 78 45 27 54 75 21 19 8 99 214 195 11 55 114 108 51 2 7 233 75
internal_value=0.000913541 -0.0498663 0.00102317 0.00207467 0.0339534 -0.00430222 -0.0245427 -0.0132511 -0.0302926 -0.0495053 -0.0720866 0.00281357 0.0255439 -0.00212196 -0.0334049 -0.0175797 -0.0430918 0.00302474 -0.0443514 0.00638273 -0.00686508 -0.0581726 0.0191234 0.00840886 0.0224037 0.0459928 0.0568571 -0.0690921 -0.0393392 0.0219762
internal_weight=219.88 0.473686 219.406 183.228 6.43072 36.1782 9.4105 7.77897 5.26588 3.88946 3.28762 26.7677 4.77531 21.9924 3.10704 2.50746 1.66633 18.8854 1.24998 17.6354 8.64563 3.1111 8.98975 7.18478 6.08582 3.78508 3.53031 1.09896 0.506424 5.53453
internal_count=4633 188 4445 2715 72 1730 286 178 148 140 123 1444 58 1386 169 115 94 1217 144 1073 495 225 578 523 402 294 286 121 235 270
is_linear=0
shrinkage=0.0923845


Tree=742
num_leaves=31
num_cat=0
split_feature=1 4 4 0 2 2 4 3 3 4 1 1 0 1 4 2 3 1 0 2 2 3 4 0 1 0 1 0 3 3
split_gain=0.150009 0.209554 0.298307 0.185803 0.165047 0.16305 0.267495 0.191177 0.229093 0.15596 0.1385 0.625552 0.994909 0.428445 0.871007 0.964017 0.418268 0.407285 0.524203 0.820263 0.996435 0.723091 0.900532 0.722357 0.821172 0.589476 0.871825 0.41217 0.490784 0.389725
threshold=90.679004281900021 48.914776625700007 45.044778924400006 117.08235158105002 0.70681500000000008 0.27394500000000005 39.065416244600009 0.094595000000000026 -0.245505 41.444941515100005 80.538140213850014 78.962703749400006 100.69082235970002 81.339300736700025 44.749265482150008 -0.18437499999999998 0.095830000000000012 78.537927364800012 97.789976036950009 -0.084729999999999986 -0.088274999999999992 0.089345000000000022 41.11191809080001 97.491557184450016 75.424692849750016 101.11291028615001 73.448676123850007 98.752444047600008 0.087700000000000014 0.087475000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 10 7 8 -7 -6 11 17 -13 29 15 16 -15 18 23 20 27 -21 25 -1 -25 26 -23 -20 -29 -12
right_child=1 -3 3 -5 9 6 -8 -9 -10 -11 13 12 -14 14 -16 -17 -18 -19 19 21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00083329685756310026 -0.089590501732019698 -0.091531933298563226 0.083486529403234602 -0.018610055982619791 0.062023839753194643 0.023604636249344581 -0.068578718711242714 0.016655592445911273 -0.076112674235546102 -0.0010145473490700105 0.0051997753002945941 0.028345502806539285 -0.079217998408805237 0.048946504667808012 0.026737517801275996 -0.053890360467930505 -0.057236565110438016 0.045696767289941598 0.0201726057174017 -0.10441525837540573 0.092250495946447145 0.034906996524443588 -0.097050317550465365 -0.0020264171680128892 0.067032622508688328 0.056347867896226471 -0.09847440537980863 -0.080556679426861399 -0.0093005318584821438 0.047125273234942089
leaf_weight=175.10925029013561 0.2425466440377011 0.32587296685960609 0.25908471609000117 0.30720019360887818 0.6761448083561834 0.28825419767235916 0.6900112474686465 1.2662063219177069 0.49127702474652268 0.5706159669207409 3.6041177372681004 1.0626182598061853 1.8734261612844418 1.3850481550689444 4.2163496709545143 3.5568639032826441 0.37082625503535371 1.5948254837639968 2.2125527737662196 1.2356037643039579 0.84430131688714016 0.7755303010344512 0.99489220464602102 2.6245007704128502 2.8126486311666667 0.9850266883149742 0.77008697716519237 1.0256661916355372 2.9665570655633928 3.3950672326609492
leaf_count=2750 447 75 5 43 21 14 51 20 39 30 38 16 83 89 132 295 26 52 37 58 5 3 37 24 19 9 38 77 61 39
internal_value=0.000789155 -0.0314131 -0.00719161 0.0281008 0.000957234 0.000771416 -0.0207691 -0.00464324 -0.0392393 0.0331725 0.00104754 0.000392129 -0.0402884 0.00885492 -0.00339776 -0.027314 0.0265215 0.00100795 0.000637438 -0.0174868 0.00174567 -0.0459614 -0.025475 0.00182302 0.033698 0.00266404 -0.0315488 -0.0105696 -0.0276074 0.0255364
internal_weight=218.533 1.1347 0.808832 0.566285 217.398 216.152 2.73575 2.04574 0.779531 1.24676 213.416 196.887 2.93604 16.5283 9.52909 5.31274 1.75587 193.951 192.357 11.8102 7.04908 4.76114 3.52554 180.546 5.43715 2.53064 1.54562 6.20478 3.99222 6.99918
internal_count=4633 570 495 48 4063 4012 124 73 53 51 3888 3269 99 619 542 410 115 3170 3118 325 180 145 87 2793 43 50 41 175 138 77
is_linear=0
shrinkage=0.0887971


Tree=743
num_leaves=31
num_cat=0
split_feature=0 0 0 0 3 2 2 2 2 2 0 1 4 3 1 3 1 4 4 1 0 0 0 1 0 3 3 2 3 2
split_gain=0.635034 1.5568 1.18844 1.16211 1.04321 0.882084 0.875297 2.2546 1.33008 3.94732 1.15365 1.50756 1.10044 0.957857 0.823604 1.36164 0.786718 1.02974 0.969969 1.20548 0.759468 0.757003 0.736794 0.901376 0.804969 1.19225 2.19894 2.09564 2.75044 2.36433
threshold=93.972365491700018 96.631250582750013 97.789976036950009 93.843319501450011 0.078770000000000021 -0.083330000000000001 -0.14008999999999996 -0.079369999999999996 -0.095854999999999996 -0.102645 94.625660817400004 70.940344688150006 44.701063782750005 0.076615000000000016 69.873026810350026 -0.10696499999999999 78.196493182200015 42.081757894750005 40.806664626150003 72.62331947780001 94.109476856350014 122.35979489110001 93.501885318850015 69.165962322050021 86.681267041950008 0.081775000000000028 0.083905000000000021 -0.083834999999999993 0.098950000000000024 -0.088274999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 6 4 14 -3 -6 12 8 9 -8 20 -12 -2 -14 22 -16 17 18 19 -4 -9 -18 23 24 -1 -26 -27 29 -29 -28
right_child=1 2 16 -5 5 -7 7 10 -10 -11 11 -13 13 -15 15 -17 21 -19 -20 -21 -22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=7.2636883886794255e-05 0.00088307114009893108 -0.00028696966420496212 0.00072064576730973041 0.0012459585719408217 0.00023158508882779169 0.0010758079865668105 -0.0023161466553329466 -0.00016433528620067871 -0.0022211248542850308 0.0016222010911338717 0.0013204107903128221 -0.00037145977452361466 0.0002203695647386862 -0.0023290342705498445 0.00076216557005371439 -0.001479336627745203 0.00014202005332280629 -0.0015941306221028582 0.00043620835711127799 -0.0013004978912454866 -0.0022025829337271176 -0.0020551585952256271 0.0014187718826410326 -0.00094524878768963844 0.0007562343583048612 -0.0014114928359123197 0.00041897442780084815 -0.00091669750534853164 0.0004876327993263957 0.0020742891021862178
leaf_weight=96.431142701549106 3.7199661446502459 5.2697802346665439 1.5651995008811335 3.8806757600978008 8.6186415175907349 10.623620562255379 2.2791178105399044 1.4419035245664393 4.0396248238976122 1.7144711678847668 3.327165871858595 5.1733192414976656 1.3700384605326692 0.96620202623307694 1.6351075196871532 2.8721688888763302 36.502571816701675 2.4661564849084234 5.0510619906708598 4.1235659485973883 1.3712226566858587 0.61299844863969966 1.83501930348575 2.7429838348180047 19.805491706822067 3.1031480282545081 19.935622729361061 9.7916360856033879 11.85238147433847 3.9797227084636679
leaf_count=1387 42 38 8 35 69 57 126 10 100 16 19 60 46 56 23 98 1265 112 40 142 51 179 16 23 225 25 139 126 85 15
internal_value=0.000114388 -1.0425e-05 0.000131948 0.000184726 0.000485992 0.000697679 -0.000429835 -0.000633474 -0.00142783 -0.000625391 -6.94422e-05 0.000290753 0.000220698 -0.000833991 0.000161056 -0.000666185 -4.05096e-05 -0.000451522 -0.000189148 -0.000744403 -0.00115785 0.000105732 0.000183057 0.00016953 0.000188074 0.000350657 0.000185588 0.000294369 -0.000147679 0.000694433
internal_weight=278.102 100.237 74.8336 177.865 24.512 19.2423 25.403 19.3468 8.03321 3.99359 11.3136 8.50049 6.05621 2.33624 173.984 4.50728 50.3216 13.206 10.7398 5.68877 2.81313 37.1156 169.477 167.642 164.899 68.468 48.6625 45.5594 21.644 23.9153
internal_count=4633 2436 1910 2197 164 126 526 382 242 142 140 79 144 102 2162 121 1746 302 190 150 61 1444 2041 2025 2002 615 390 365 211 154
is_linear=0
shrinkage=0.00196078


Tree=744
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 0 2 3 3 3 0 2 3 0 4 0 0 3 1 0 4 4 3 1 4 4 4 1 3 2
split_gain=0.621882 1.17135 1.42907 1.38891 1.32906 1.13042 1.89702 1.73086 3.10689 3.29468 1.08537 1.04868 1.03256 0.877642 0.866137 0.73824 1.08382 1.41633 1.57127 1.00159 1.91458 0.897246 0.797539 0.797004 2.23379 1.23892 2.00545 0.904238 2.46218 1.39087
threshold=69.873026810350026 -0.059424999999999999 -0.043559999999999995 93.910530954700008 81.573196594050017 95.217121606100008 -0.068964999999999985 0.092895000000000019 0.090465000000000031 -0.20885999999999996 107.30980627685001 -0.077679999999999985 0.075810000000000016 108.22925895745001 38.751720283100006 87.261973998100004 86.866770652900016 0.094595000000000026 62.116825104000007 86.681267041950008 42.546237522150008 44.131787411600008 0.080545000000000019 64.369753017350021 41.529896397300007 43.157831852650006 42.620627117000005 66.235542959850008 0.090465000000000031 -0.053874999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 5 14 -4 12 7 11 8 9 -2 -6 -7 -5 -12 -3 16 19 18 -18 -1 -21 23 -23 24 -17 26 -26 28 29 -25
right_child=1 2 3 4 10 6 -8 -9 -10 -11 13 -13 -14 -15 -16 21 17 -19 -20 20 -22 22 -24 27 25 -27 -28 -29 -30 -31
leaf_value=6.6060649748387636e-05 0.00059502452570221905 3.041502242203588e-05 -0.0016979356042845031 -0.00050105950982925638 -0.0021667594587164041 -7.7306747129841089e-05 -0.0025272553667526438 -0.0023384958323560468 0.0010869924425600413 -0.0021983660084852297 0.0021356620698035592 0.00099970150112739737 0.00048871370599254914 -0.00073028133149534013 0.0014660056810358471 0.0014228032144449846 -0.0025331641865583374 0.00047455888589918428 -0.00017403507520934663 5.1289457545334672e-05 0.0016849966215357569 -0.0021674948218477121 -3.4954391656241873e-05 -0.0022420225978465607 0.00039369889190631584 0.00097750490109451684 -0.0014612843967061709 0.00043357959744763267 0.00057790685863528082 -0.00018035528972346353
leaf_weight=96.608722546006902 2.5904619393404564 2.3573607483995138 1.6319237081333984 4.9473595158197048 1.5826294228609179 42.362733613645098 1.1604487553850038 2.0962785673618773 3.6118356753140688 4.3481704706064184 0.53813428920693729 3.786561679440644 22.39904548600316 1.7362935216478943 5.1363957817666233 9.4286709167063254 2.1701516509056082 2.6097399890422821 2.1716200890950859 7.239974092692135 4.454992838203907 0.94644268369302098 2.3443608649540693 2.655213987454772 7.3523756861686724 5.4743156135082236 3.2229832746088505 22.402613359037787 6.2236852496862411 2.3909578267484886
leaf_count=1390 29 23 64 82 87 1198 60 68 23 264 8 44 257 290 37 95 31 14 13 33 63 41 37 27 45 27 26 191 41 25
internal_value=0.000106847 -1.66039e-05 0.000241778 6.5448e-05 0.000157672 -0.000190402 -5.11997e-05 -0.000711138 -0.000387797 -0.00115548 -0.000919843 1.10621e-05 0.000309649 -5.21932e-05 0.0010144 0.000176519 8.34947e-05 -0.000667022 -0.0013532 0.000131667 0.000673622 0.000348224 -0.000648278 0.000403663 0.00066532 0.000220322 -0.000171632 0.00020568 -0.000247347 -0.00126517
internal_weight=277.982 100.286 40.3291 32.8354 31.2035 59.9565 47.3097 12.6467 10.5505 6.93863 3.85706 46.1493 27.3464 2.27443 7.49376 177.697 115.255 6.95151 4.34177 108.304 11.695 62.4416 3.2908 59.1508 25.4783 16.0497 10.5754 33.6725 11.2699 5.04617
internal_count=4633 2534 848 788 724 1686 1302 384 316 293 385 1242 339 298 60 2099 1544 58 44 1486 96 555 78 477 193 98 71 284 93 52
is_linear=0
shrinkage=0.00196078


Tree=745
num_leaves=31
num_cat=0
split_feature=0 3 2 2 2 3 2 1 1 2 4 3 3 0 1 4 4 1 2 2 2 3 1 1 0 1 0 3 3 3
split_gain=0.139072 0.223127 0.209919 0.327868 0.19271 0.338937 0.266395 0.173557 0.281968 0.170235 0.444501 0.156365 0.171064 0.150853 1.04877 0.772867 0.385713 0.315057 0.779499 0.715613 0.303285 0.317208 0.23996 0.310006 1.2332 0.464488 0.336558 0.753567 0.795139 0.736618
threshold=113.1679565431 -0.15544999999999998 -0.16262999999999997 -0.045684999999999996 0.63131000000000015 -0.16179999999999997 0.70691500000000018 93.155074220050025 93.840631043300007 0.27394500000000005 39.065416244600009 0.094595000000000026 -0.12193999999999999 109.03310793845002 84.232081685100013 44.749265482150008 37.500638522700008 83.75622459600001 -0.15962499999999999 0.20852500000000004 -0.16077499999999997 -0.067414999999999989 83.116371560950014 81.573196594050017 104.61328277200001 80.677940036650014 98.230883170350012 0.087475000000000011 -0.17949499999999999 0.088145000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 9 -6 -7 -3 -9 13 11 12 -11 17 -15 16 -16 22 20 -20 21 -19 23 25 -25 26 -1 28 -28 -29
right_child=1 7 3 -5 5 6 -8 8 -10 10 -12 -13 -14 14 15 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.0018223166035427297 0.075852318621662432 -0.10217086341463207 -0.10398148005413596 0.027641028851886251 0.098561975206775149 0.054213170022973788 -0.052912469280720034 0.09941103030966969 -0.096714042395578653 0.016980626811409397 -0.10352202100362609 0.017077371321962843 -0.076536787099212036 -0.1088136862840917 0.091127889563206832 0.088873575632287288 -0.099018759991430616 0.099833349770191301 -0.10061828416318823 0.080513522224486808 0.072517607512193813 -0.10053173966028055 0.042401905422300934 -0.10447055566051966 0.038866858103309893 0.028164763762844363 0.032547091815774712 0.073543011054101437 -0.067552547249465258 -0.0082172732177524573
leaf_weight=184.7177656964268 0.26970472191896988 0.46289299611180368 0.28504894311117823 0.45220646038069368 0.51650648564100266 0.42386096471454837 0.43408408027607948 0.12666016557705007 0.14553902727857349 0.30550006098928906 0.51512725808424864 1.2682011084398253 0.44237752107437645 0.44390480177389635 0.13422052511850813 1.5079050182248463 0.37091736543516163 0.10536225885152817 1.3646246636126296 0.23641615921223991 0.65724888071417831 0.23762543268094305 1.3087368548149232 1.1377955519419622 1.0816844864748416 5.8636001362465313 0.92833954058005463 1.1496873433206918 3.4863298403943181 8.8892459317721642
leaf_count=2851 32 85 36 30 8 29 21 6 274 20 52 18 28 31 22 34 134 1 177 7 8 68 25 103 40 74 42 10 163 204
internal_value=0.000953126 -0.0260963 0.00329444 -0.0232489 0.00116975 0.0370463 1.21057e-05 -0.0663569 -0.00545281 0.000941621 -0.0238385 -0.00347855 -0.0383359 0.00123524 0.0249144 0.0544034 -0.0484948 0.000959728 -0.032284 -0.0738716 0.0342838 -0.0389817 0.00137436 0.00111528 -0.0346137 0.00150204 0.000717094 -0.0134077 -0.0465031 0.00114615
internal_weight=219.269 1.74205 1.00696 0.737255 217.527 1.37445 0.857945 0.735092 0.272199 216.153 2.53121 2.01608 0.747878 213.621 2.45695 2.01304 0.505138 211.164 2.60128 1.60104 1.00024 0.342988 208.563 207.254 2.21948 205.035 199.171 14.4536 4.41467 10.0389
internal_count=4633 463 98 66 4170 58 50 365 280 4112 118 66 48 3994 221 190 156 3773 261 184 77 69 3512 3487 143 3344 3270 419 205 214
is_linear=0
shrinkage=0.0961169


Tree=746
num_leaves=31
num_cat=0
split_feature=1 1 1 3 0 4 2 0 1 4 4 2 3 1 4 4 4 0 3 3 4 2 1 3 2 0 0 3 4 0
split_gain=0.671511 1.47997 1.10646 1.94233 1.06621 0.816828 1.44907 1.76091 1.46176 1.649 1.26108 1.4781 1.13397 1.1234 1.06252 0.814325 0.962344 0.78491 0.680911 2.07038 1.5195 1.45328 1.29838 0.848658 1.73668 1.44624 2.75704 1.98254 1.00735 1.0356
threshold=66.859265246100009 66.235542959850008 65.644082171150004 0.10385500000000002 86.09518316945001 41.965446242000006 -0.11692 85.823648898300021 62.116825104000007 43.847983878700006 43.067541470150012 -0.089569999999999997 0.08326500000000002 62.186725015400008 41.257948413050009 40.806664626150003 41.16018805045001 86.135510041400025 0.08079500000000002 0.079220000000000027 38.621016321050007 -0.06828999999999999 63.452988794850008 0.092895000000000019 -0.10040499999999999 87.525442894850016 86.904409066750006 0.087795000000000026 41.489621506400006 86.780739992750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 5 14 13 8 9 10 11 -8 -11 -7 15 -1 -17 -6 19 21 -20 -19 23 24 -22 26 27 -26 -25 -30
right_child=-2 -3 3 -5 17 6 7 -9 -10 12 -12 -13 -14 -15 -16 16 -18 18 20 -21 22 -23 -24 28 25 -27 -28 -29 29 -31
leaf_value=9.5987752634815705e-05 5.4319239360156837e-06 0.0011727649259456398 -0.0023530947030325515 0.00066161361690953682 0.0010721919550190661 -9.2669160256470844e-05 -0.002207332810594145 -0.0024666514016947862 -0.0023405933942105194 -0.00026089230213559989 -0.0022900335006019916 0.00021902785408106588 0.0018655901215117296 0.001436979245475855 0.0006712495937740376 -0.0018846657537085157 0.00019526683318145396 -0.00023152109268910584 0.0010551230331253237 0.0020026363747564471 0.00075857941670537995 0.0010693892628888351 -0.0011292896451854115 0.00087878279435461468 0.00031360080759946206 0.00049236952612731369 -0.0023232878250607335 -0.0014449894465144489 -0.00082767507478076312 0.00043065891721919865
leaf_weight=20.744828147871889 108.18066151318635 5.8738383939489713 1.7692204231861972 1.5341468751430509 5.2718502134084693 7.0931734580080938 1.2304102438501967 1.846269312314688 1.3518353537656356 1.8398363318119666 1.5660477930505292 4.4796348661620931 2.0256258379667997 2.4952869913540781 11.596894013462586 1.8698112817946813 1.5761925396509469 8.1635358007624745 6.9089357629418364 3.4065205436199895 7.0311906412243834 5.543432181701065 3.2204052004963151 10.539850052446129 7.723059814423328 5.3842920735478392 3.1417113319039336 3.6198229342699051 3.6245303861796847 8.210940554738043
leaf_count=429 2730 50 40 11 41 163 37 43 43 50 70 90 14 78 94 43 16 61 47 79 34 49 40 66 34 29 38 35 33 46
internal_value=0.000123295 0.000207913 0.000168776 -0.000953007 0.000194964 -4.22748e-06 -0.000284682 -0.000679254 -0.000415113 -0.000181489 -0.000731308 -0.000303808 0.000853453 0.000305404 0.000183288 -5.06366e-05 -0.00093331 0.000340395 0.000289977 0.000634592 0.0001907 0.000294599 7.69334e-05 0.000155766 -7.89206e-05 -0.000375295 -0.000697827 -0.000247613 0.000437912 4.53029e-05
internal_weight=258.864 150.683 144.809 3.30337 141.506 59.7158 23.9281 14.3397 12.4934 11.1416 7.27609 5.71005 3.86546 9.58846 35.7877 24.1908 3.446 81.7901 76.5182 17.1135 59.4047 13.707 52.4958 49.2754 26.9001 19.8689 14.4846 11.3429 22.3753 11.8355
internal_count=4633 1903 1853 51 1802 1170 588 347 304 261 197 127 64 241 582 488 59 632 591 189 402 110 355 315 170 136 107 69 145 79
is_linear=0
shrinkage=0.00196078


Tree=747
num_leaves=31
num_cat=0
split_feature=2 3 4 4 0 4 1 4 2 4 2 0 1 2 4 3 2 4 4 1 1 1 0 3 0 1 0 2 0 2
split_gain=0.131587 0.645084 0.571074 0.748608 1.27621 0.727653 0.54479 0.509359 0.588062 0.393137 0.720108 0.384956 0.360524 0.503345 0.650995 0.347804 0.329049 0.514015 0.5543 0.717761 0.449118 1.22705 0.887582 0.741714 0.363305 0.656274 0.765121 0.461921 0.37848 0.354536
threshold=-0.23557500000000001 0.091705000000000023 45.458122212500008 38.804629908750009 86.264556031700025 50.189067467950004 58.793890854750011 43.521589032450009 -0.26416999999999996 35.476804824450006 -0.59496499999999986 92.464140480550014 63.910026677050006 -0.24150999999999997 40.00488309970001 0.096480000000000024 -0.16164499999999998 49.292797572200008 39.788107623550012 68.20618276945001 62.084563606450011 58.613764160050003 94.75470680765001 0.076615000000000016 75.994645973400011 58.309968391300011 83.479313408550013 0.17437500000000003 67.058211147750015 -0.15022499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -4 -1 8 9 -3 11 -11 -6 14 -14 -12 17 18 19 -2 21 -20 -22 -24 28 -26 27 -27 -18 -28
right_child=16 7 5 4 12 -7 -8 -9 -10 10 15 -13 13 -15 -16 -17 24 -19 20 -21 22 -23 23 -25 25 26 29 -29 -30 -31
leaf_value=0.087627686744681313 -0.10511372849057621 0.044907101842962156 -0.10259537325774412 -0.10054732360754517 0.067994889917446538 0.071787032038560614 -0.1044028792329732 0.071933074147271792 0.062055276892853228 -0.033674623644474731 -0.027231537124616751 0.024483036684226429 0.03435411387352337 0.056989416865711622 -0.07525832384160086 -0.10618885141971884 0.084665505253390214 -0.04454768048432494 0.028807382008668902 0.02837577043317702 0.074131620179953894 -0.10644272107161426 0.037418152111401266 -0.06532200604362895 0.057768655223851682 -0.087606386157971491 -0.028256716631168827 0.023578797659189937 -0.094528527466710241 0.0014752947409586974
leaf_weight=0.14393897633999841 0.63819384327507467 1.0293894479982544 1.3460019186786665 0.85636629281361809 1.1263328194618223 0.24075973231811065 1.0169443144504837 0.992120618058835 1.1925124195913639 1.4877608407987262 1.0267718187551524 2.7987927058711648 0.88925766525790118 1.06776862218976 0.96348076466165367 0.8879166734368481 0.12070669583044846 1.0945861758664239 3.1364259569672854 0.74521784171156469 3.6295022144913673 0.70035395026206959 1.8783913459628823 0.88101715076481912 1.7139900252223004 1.3167454828799225 3.4888635763654738 0.42083976115100075 0.6039039579409291 181.38726269579888
leaf_count=7 108 30 159 119 6 5 127 23 11 18 38 43 25 10 89 48 4 29 57 36 40 73 28 41 22 66 306 17 185 2863
internal_value=0.000920418 -0.00686903 -0.0267942 -0.0138831 0.00191115 -0.0761363 -0.0805928 0.00932216 0.00194753 -0.00796575 -0.0167425 0.0042979 0.0235928 0.00646847 -0.0226477 -0.0638472 0.00157931 0.015972 0.0216782 -0.0332054 0.0291033 0.00411925 0.0441072 0.00461553 0.000612168 0.00086338 0.000340722 -0.0606776 -0.0646781 0.000914211
internal_weight=218.822 17.0661 7.65085 6.06409 4.90321 1.58676 1.16088 9.41526 8.42314 7.23063 6.20124 4.28655 4.04684 2.92051 1.85274 1.91469 201.756 12.7037 11.6091 1.38341 10.2257 3.83678 6.38891 2.75941 189.052 188.328 186.614 1.73759 0.724611 184.876
internal_count=4633 758 547 383 249 164 134 211 188 177 147 61 130 124 114 86 3875 412 383 144 239 130 109 69 3463 3274 3252 83 189 3169
is_linear=0
shrinkage=0.0923845


Tree=748
num_leaves=31
num_cat=0
split_feature=1 0 0 3 1 4 0 2 4 4 4 1 3 0 4 0 0 1 3 1 2 2 2 0 0 4 4 1 4 2
split_gain=0.134487 1.13458 1.2147 1.40654 0.773561 0.759619 0.873773 0.571196 0.548656 0.594495 0.681848 0.667099 0.684552 0.731201 0.600055 0.465535 1.43037 0.884785 0.59594 0.548759 0.439606 1.64301 1.06234 1.37013 0.80141 0.847337 1.72346 0.659904 0.613672 0.598041
threshold=66.859265246100009 90.321439350550008 90.767723400200012 0.084805000000000019 65.571493801650021 38.396531328800009 81.90387694410002 -0.25447999999999998 38.983591653800012 39.427119987250002 39.788107623550012 62.907231794400012 0.085625000000000021 82.605564516150011 50.189067467950004 91.886121982450007 90.60910437050002 67.606656606400023 -0.16179999999999997 67.606656606400023 -0.060989999999999996 -0.068964999999999985 -0.016014999999999998 94.047642319350018 92.773313165550022 38.238138001450004 35.119813570500007 83.116371560950014 37.232443001650005 -0.079369999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 5 6 7 -1 -7 -10 -11 -12 13 14 -13 16 17 -2 -19 -17 21 24 23 -22 -21 26 -26 -28 -25 -27
right_child=15 2 3 -5 -6 8 -8 -9 9 10 11 12 -14 -15 -16 19 -18 18 -20 20 22 -23 -24 28 25 29 27 -29 -30 -31
leaf_value=0.057716836268921413 0.074902854673208411 0.077478857251083014 0.045231117990270235 -0.063651147259564264 -0.036707739460304936 -0.038617932468013524 0.036902881423412852 -0.081003406512997034 0.04274417844512482 -0.036452883849435888 -0.00051526213944146993 -0.10075323218854519 -0.0035589898744972873 0.084614212427288379 0.097445956011778787 -0.070803657334116671 -0.092365877665206181 0.021131350046367219 -0.10843026220571403 0.061408543696715147 0.087139395611811069 -0.12006874195898329 -0.0036518338003779694 -0.050018051278681357 0.024300435420283172 -0.0053620001304183606 -0.10539075914385801 0.033159218415140378 0.021352748137493063 0.026575117713957572
leaf_weight=0.33123121416428947 1.0868135355412953 3.3475790806114665 2.5770390091929585 1.5639351287391035 4.399389309808611 2.9678950365632764 8.3717173708137107 0.91937605657585664 2.7096884679049245 4.0934155527502289 90.993388138038426 0.35826763766817693 2.3434568105440121 2.3254056756850332 0.192715123295784 0.90012041490990569 1.7897301336633971 0.63229848846094661 0.5399318737017893 1.5342890238389362 2.612637121230363 1.0040161287142826 23.866050491478745 1.104948777516255 1.879749252117789 35.401834545549711 2.3590996997081679 0.32030058421787533 9.3625732813743507 5.5661782587703845
leaf_count=21 9 42 35 26 50 31 98 164 26 40 1211 82 44 32 1 16 70 12 53 18 22 41 658 23 150 1222 133 76 172 55
internal_value=0.000811494 0.00270356 0.0369074 0.0041092 0.000569187 0.00198775 0.0263539 -0.0442625 -0.000224449 0.000881665 -0.000249211 0.00129108 0.0327797 0.0623855 -0.0314299 -0.00186998 -0.0318833 0.0160341 -0.038545 -0.000455545 0.000289314 -0.005421 0.0077182 0.0284639 -0.00297509 -0.00514485 -0.042185 -0.0888282 0.0138189 -0.00102282
internal_weight=217.455 127.494 7.48855 4.14097 120.006 115.607 9.62232 1.25061 105.984 103.016 100.307 96.2132 5.21985 2.87639 0.550983 89.9606 4.04877 2.25904 1.17223 85.9118 85.0117 48.0655 36.9462 13.0802 47.0615 45.5272 4.55915 2.6794 10.4675 40.968
internal_count=4633 1903 103 61 1800 1750 283 185 1467 1436 1410 1370 159 115 83 2730 144 74 65 2586 2570 1695 875 217 1654 1636 359 209 195 1277
is_linear=0
shrinkage=0.0905731


Tree=749
num_leaves=31
num_cat=0
split_feature=0 2 2 3 2 3 3 2 2 2 4 4 1 3 1 4 3 1 0 1 1 0 2 2 3 3 2 0 1 0
split_gain=0.125245 0.197485 0.391835 0.288974 0.167101 0.308559 0.274149 0.154404 0.661372 0.84287 0.491755 0.787711 0.598841 0.580178 0.663265 0.687386 0.747708 0.642687 0.677541 0.931691 0.375006 0.357124 0.317088 0.887034 0.707866 1.17579 0.35298 1.51097 1.3578 1.09425
threshold=113.1679565431 -0.013285 -0.045684999999999996 -0.38221499999999997 0.63131000000000015 -0.16179999999999997 0.093745000000000023 0.075080000000000022 0.12419000000000002 0.15684000000000003 33.96174662340001 37.688226470200007 67.606656606400023 0.12376500000000003 76.621056717750008 41.087689990200012 0.088260000000000019 69.873026810350026 92.168410086200012 63.910026677050006 66.859265246100009 99.647700605050019 0.048475000000000011 1.0000000180025095e-35 -0.04931 0.090465000000000031 -0.06828999999999999 86.345209775600011 62.036171360100006 85.882794977150013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 7 -6 -7 22 20 -10 -11 12 -12 14 17 16 -16 18 19 -13 -9 -22 23 26 -25 -26 -1 28 -28 -30
right_child=1 -3 -4 -5 5 6 -8 8 9 10 11 13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.00057607526897031944 0.093531080923594245 -0.097607832409555645 0.085015588267672609 -0.056150450360438454 0.096382204895274895 -0.044941260848152101 0.06422747449268229 -0.009691499648627859 0.059011788992293965 -0.084017185822628307 0.080264148698379487 -0.015722265305466082 -0.00045265398326050629 0.047700739143028324 -0.1011820249695687 0.068096603036753189 0.018783240909757658 -0.10530315878075766 0.045885472983957641 -0.12434186742471481 -0.11010761365438994 -0.011075639317898869 0.017102021704139346 0.03316342306207512 -0.12832322278685224 -0.02137478599377041 -0.0018170885161044223 0.020357754119886311 -0.0040186059745560042 -0.12669637214682111
leaf_weight=136.45403324682047 0.13086787704378344 0.2779781905346671 0.2978322198614477 0.917442992088354 0.46295159310102463 0.48992641752556554 0.35032045521074906 1.1447266583563789 1.8855054973828362 0.7193630488764019 1.4821260534226888 2.4376809743698673 1.8164540231809949 1.0789129845798004 0.71633571793790984 1.1232400004519147 1.295989676909812 1.2291307599516583 0.87656309152953316 0.98438842958421435 1.0922597438329829 0.45931912478408765 10.973831126077128 1.0233764249023805 1.3140276532794803 2.9895652628692915 8.7905982300580927 30.296560211056203 1.0676137087284581 1.6334200669080017
leaf_count=2726 2 144 10 307 8 26 24 28 46 44 20 40 28 13 58 15 16 35 15 47 48 24 189 54 51 51 98 402 40 24
internal_value=0.000771306 -0.025298 -0.0103661 -0.0374647 0.000968982 0.0346091 0.000573983 0.00076305 -0.00750191 -7.36615e-05 -0.00816991 -0.003986 0.0358152 -0.0174621 -0.0255773 0.00904188 -0.0239213 -0.0452147 -0.0280333 -0.0469677 -0.0506053 -0.0807908 0.00154229 0.000612125 -0.0372788 -0.0540296 0.00174454 0.0093222 -0.019772 -0.0782066
internal_weight=215.812 1.62412 1.34614 1.04831 214.188 1.3032 0.840247 212.885 18.342 15.6457 13.7602 13.0408 3.29858 9.74224 8.66333 3.13557 2.01233 5.52776 4.29863 3.42207 2.69631 1.55158 194.543 183.569 5.32697 4.30359 178.242 41.7882 11.4916 2.70103
internal_count=4633 463 319 309 4170 58 50 4112 477 377 331 287 48 239 226 89 74 137 102 87 100 72 3635 3446 156 102 3290 564 162 64
is_linear=0
shrinkage=0.0942322


Tree=750
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 2 4 2 0 4 1 4 0 1 0 0 4 0 4 0 1 2 3 3 1 3 2 4 2
split_gain=0.717689 1.1882 1.21023 1.00306 1.44255 1.42478 1.61783 2.14602 1.33726 1.92955 1.39052 1.02623 1.01429 0.966933 2.27145 0.825393 0.867933 0.827657 1.31623 1.21248 1.0568 1.16648 0.828882 1.04638 1.62623 1.00302 0.812962 1.28354 0.806279 0.788613
threshold=69.999384342500022 96.631250582750013 97.886760529650019 -0.070854999999999987 0.075080000000000022 -0.095854999999999996 -0.102645 39.476991512000005 -0.122165 94.047642319350018 44.701063782750005 70.940344688150006 37.500638522700008 94.75470680765001 70.74946416085001 85.990333302400003 85.931187223550012 41.965446242000006 85.431134011250023 42.431220712750012 85.121961326250016 61.546871980350012 -0.082275000000000001 1.0000000180025095e-35 -0.144095 61.923256118600001 0.076615000000000016 -0.237895 43.847983878700006 -0.086139999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 3 -3 5 11 6 7 -2 10 -10 -9 -5 -6 14 -7 16 17 20 22 -20 21 -1 23 24 -19 -25 27 -12 -24 -22
right_child=1 2 -4 4 12 13 -8 8 9 -11 26 -13 -14 -15 -16 -17 -18 18 19 -21 29 -23 28 25 -26 -27 -28 -29 -30 -31
leaf_value=0.00015863306624450029 -0.0026032148683998594 0.00048079709989137527 -5.956256570289689e-05 0.0011004444576168705 0.0003924406511736375 -0.0023641422532884168 0.0014415481339785235 0.0012463997789476378 0.0023858192910909512 -0.002209437405265692 -0.0022840734296305843 -0.00021633939820441057 -0.0022162770735309587 -0.0021893154642720551 0.0012096912802916327 0.00029147009499292927 -0.0010963429521852405 0.00039106152473930675 -0.0023104440834772681 -0.00045401771980760087 0.00096014164374047604 -0.0014227681874698838 -0.0021596121093094083 0.0016593457270253243 -0.0021072810383259877 -0.00039137964398751866 -0.0023151917752315858 0.0017934585040911984 0.00083748194763817176 0.00018459673278717936
leaf_weight=6.1563074628065824 1.6498868695634898 23.974241590825841 47.523960327431269 4.621649031294508 0.91408181563019697 1.3775942958309344 1.8293591113761056 3.123417027585675 0.43041309714317266 1.9116703020408747 0.49036711966618896 4.4824471231549978 1.5357260742457581 3.1042572448495775 1.357532918162178 114.04698563390411 2.6491858414374283 4.7645488552152502 1.5952637959271658 8.8934002320747805 8.7466064351610857 2.5303825511800824 1.0110413504735358 3.3862250167876482 1.2683619074086898 1.2574867988005278 0.83800656185485412 0.75193283590488158 0.52393476880388323 11.898178074508904
leaf_count=237 42 174 1721 56 11 28 17 24 1 117 36 45 67 86 14 967 44 75 33 134 57 167 107 25 75 77 62 17 44 73
internal_value=0.00011852 -1.31789e-05 0.000121627 -0.000352339 9.2719e-05 -0.00065725 -0.000242477 -0.000577491 -0.000134568 -0.00136495 0.000419201 0.000452119 -0.0012429 -0.00144036 -0.000590332 0.00019651 -1.54761e-06 5.41937e-05 -0.000226914 -0.000736369 0.000271749 -0.00030202 0.000210663 0.00040436 -0.000134191 0.00110402 -0.000822773 0.000183954 -0.00113661 0.000513173
internal_weight=268.644 99.9165 71.4982 28.4183 11.5539 16.8644 11.0251 9.19569 7.54581 2.34208 5.20372 9.1041 2.44981 5.83938 2.73513 168.728 54.6809 52.0317 22.7003 10.4887 29.3315 8.68669 12.2116 10.6766 6.03291 4.64371 2.08031 1.2423 1.53498 20.6448
internal_count=4633 2518 1895 623 179 444 316 299 257 118 139 101 78 128 42 2115 1148 1104 570 167 534 404 403 252 150 102 115 53 151 130
is_linear=0
shrinkage=0.00196078


Tree=751
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 3 2 3 0 3 3 3 2 4 3 2 3 3 4 3 2 1 2 0 3 0 0 0 1 0
split_gain=0.141752 1.34389 1.36463 0.552128 0.72206 0.391738 0.370337 0.360643 0.355558 0.289784 0.333273 0.690429 0.470524 0.327382 0.66778 0.359305 0.73106 0.641295 1.02552 0.841785 1.78402 0.665168 0.788512 0.636591 0.602691 0.555483 0.563779 0.697121 0.661536 0.825804
threshold=71.053259929650025 95.550490414250007 -0.089139999999999997 70.816675614150014 70.348883899450016 0.078095000000000012 -0.21563499999999999 -0.25843999999999995 118.55293817840001 -0.25215499999999996 -0.22831499999999999 -0.21029499999999998 -0.15397999999999998 38.238138001450004 0.092895000000000019 -0.10434500000000001 0.098510000000000028 0.087245000000000031 40.94178426300001 0.088755000000000014 -0.047144999999999999 71.658163008950012 -0.088880000000000001 97.491557184450016 0.10453000000000003 110.98492854115001 110.27248713660002 104.22883325935001 83.116371560950014 98.752444047600008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 4 -1 -6 -2 8 -3 -9 12 -12 -11 14 -13 23 17 21 -19 -20 -21 -17 -23 -15 -18 26 27 28 29 -25
right_child=1 7 -4 -5 5 -7 -8 9 -10 10 11 13 -14 15 -16 16 24 18 19 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020455676008585446 0.046050479890184209 -0.099285988538106454 -0.096424985672211763 0.037784576972091803 0.0091220240333935356 -0.096463128079173385 -0.027799877382292025 0.068444184879723508 0.065922127035889205 0.036594666451279519 0.07147507901331128 -0.098253970273940006 -0.088937467070286616 -0.065745097802154262 -0.0058095960135134623 0.084005730356760164 -0.10285860903322401 0.045813412518327323 0.039200418769259768 -0.11185623225947125 0.020155083619552483 -0.061595492180286086 0.0030416361968735113 0.019410692371706069 -0.012432299180605974 -0.097884453871263225 0.084421320535228883 -0.067202229465078839 0.057369076784271895 -0.052196511740672823
leaf_weight=148.3207703026419 0.93102788145188276 0.54483137498027545 2.5371745312877456 3.6502022975764694 0.43149550605448783 0.98344818882469554 1.5351671923417596 0.55291698868677386 0.13969248343346408 0.37892531498073367 1.2033256169670412 0.82986864857594511 0.77823237446864257 1.5880787530913867 3.3964008626767281 0.77466814499349368 0.7834993605720223 8.9142589724142436 2.395448449155082 1.4296938871120803 2.2468475679343101 1.7902666435693344 16.068887510667999 3.5798128603491879 3.1917665692562878 0.49770316373906176 0.6627026069909342 1.2716973851092914 1.7044551838189361 2.2313282087561674
leaf_count=2203 32 86 300 35 22 85 32 15 15 21 27 213 52 29 183 4 31 103 85 46 39 35 307 39 90 149 20 146 36 153
internal_value=0.000777924 -0.00295147 -0.0488571 0.00228438 0.00141897 -0.0642643 7.98076e-05 0.00108121 -0.0655716 0.00189203 0.0012316 0.00227214 -0.0478304 0.000711462 -0.0239619 0.00283387 0.00721019 0.0116401 0.0258677 -0.0034144 -0.0311801 0.000197486 -0.00343782 -0.0114286 -0.0302547 -0.00275742 0.00225264 -0.00394419 0.00675956 -0.00808463
internal_weight=215.345 61.9587 5.00337 153.386 149.736 1.41494 2.4662 56.9553 0.684524 56.2708 55.7179 54.5607 1.15716 53.3574 4.22627 49.1311 37.5953 33.6201 14.9862 6.07199 3.67654 18.6338 17.8592 11.5358 3.97527 9.9477 9.45 8.78729 7.5156 5.81114
internal_count=4633 2288 364 2345 2310 107 64 1924 101 1823 1808 1735 73 1708 396 1312 740 619 273 170 85 346 342 572 121 543 394 374 228 192
is_linear=0
shrinkage=0.0923845


Tree=752
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 1 3 0 1 3 3 3 2 2 2 0 3 2 2 1 1 0 2 2 2 0 0 0 3 2
split_gain=0.584081 1.21195 1.28197 0.928777 0.868797 0.804024 0.974604 0.880146 0.888797 0.791092 1.61093 0.775526 0.749012 1.78918 0.669318 1.20677 0.883637 0.715896 1.06286 0.814049 1.42346 1.4824 1.36227 2.54971 1.14534 1.11421 0.902553 0.70223 1.08653 0.649242
threshold=93.972365491700018 94.770837556450019 -0.14907499999999999 -0.079369999999999996 93.843319501450011 69.873026810350026 -0.10696499999999999 85.705356740550016 62.00390986255001 -0.17949499999999999 0.10336500000000003 0.090465000000000031 -0.057599999999999998 -0.038374999999999999 -0.051199999999999996 95.050437202000012 -0.22831499999999999 -0.068964999999999985 -0.057599999999999998 75.28220456885002 75.629015667650023 97.491557184450016 -0.095854999999999996 -0.076544999999999988 -0.102645 95.217121606100008 97.789976036950009 95.746747857800017 0.08919500000000001 -0.093604999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 7 -7 8 -1 -10 -11 -5 -8 -14 17 -16 -17 19 -19 22 -21 -22 24 -24 25 -3 -23 -27 -29 -9
right_child=1 14 3 11 -6 6 12 29 9 10 -12 -13 13 -15 15 16 -18 18 -20 20 21 26 23 -25 -26 27 -28 28 -30 -31
leaf_value=7.3283762675199562e-05 0.0005518826215344454 -0.0024979707547282785 -0.0021611904809937669 -0.0013918165866123467 0.0011275157194686409 0.00060158598641606251 -0.0025265880173751774 0.00046694077536610091 0.0003154607696598416 -0.001946393895450157 0.00048107662105572089 0.00047741718432756341 0.0020796954697380027 -0.0021795580414528761 0.002118871379101312 -0.0017057212771064221 0.00026725330138466582 -0.0024348863810838926 -2.9019398629551041e-05 0.0012365879875858249 -0.0023881375219248443 0.0014443623221581017 -0.002229584819248029 0.00068837322300113486 0.001173594471641353 0.0010842423406274839 -1.2013511595246752e-05 -0.0016814244017886711 0.00023180753167434891 0.00017362848653245148
leaf_weight=29.037665909214411 2.1845013555430342 0.8278776704100882 2.3504566045012325 1.9263741282047697 3.7610212503932408 1.5134857706725595 1.1939349205713368 43.405635118251666 2.0136356517905369 3.2046502066077656 1.5640356931835411 1.5320066888816652 0.63389414548873879 0.94365879939869002 1.3281609648838628 0.89856551778211979 30.380005701535993 1.198689271710464 1.7175608924007963 4.1646475490415495 0.9618335190461974 1.7642745249904717 3.3060130884405226 1.7664826381951559 2.5330093763768664 1.5196793919894842 22.503059496111746 1.7547111229505388 3.2640250260010362 87.506066755391657
leaf_count=719 74 47 133 37 35 23 41 339 32 201 21 34 4 53 8 76 620 63 19 37 29 11 104 18 17 17 990 64 38 729
internal_value=0.000129743 -6.5255e-07 -0.0007286 -0.00121015 0.000195309 0.000174807 -0.000663841 0.000196361 -7.59877e-05 -0.000715075 -0.00115023 -0.000563776 -0.00135488 -0.0004681 7.2183e-05 0.000288304 0.000210574 -7.68594e-05 -0.00101792 -1.50013e-05 0.000174556 -7.56261e-07 -0.000387155 -0.00121341 3.62272e-05 -0.000354873 9.38674e-05 -8.35199e-05 -0.00043712 0.00027088
internal_weight=262.66 87.8819 7.99334 5.80884 174.778 171.017 4.28497 166.732 35.82 6.78232 4.76869 3.45838 2.77149 1.57755 79.8886 32.6067 31.2786 47.2819 2.91625 44.3656 29.3938 25.2292 14.9718 5.0725 9.8993 7.36629 24.2673 6.53842 5.01874 130.912
internal_count=4633 2436 278 204 2197 2162 121 2041 973 254 222 71 98 57 2158 704 696 1454 82 1372 1067 1030 305 122 183 166 1001 119 102 1068
is_linear=0
shrinkage=0.00196078


Tree=753
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 3 3 0 1 0 4 1 3 3 1 3 4 2 2 4 3 4 2 2 2 3 3 3 1 0
split_gain=0.531826 1.21073 1.26054 0.95764 0.685223 1.03188 0.792011 0.674237 0.912524 0.67705 0.75874 1.20268 0.953205 0.945156 1.90037 1.479 1.4853 1.9609 1.42142 1.40392 1.28966 1.23764 1.09748 3.42142 1.82979 1.0791 1.78469 1.62782 1.05868 1.4677
threshold=93.972365491700018 94.625660817400004 -0.14907499999999999 93.843319501450011 69.873026810350026 -0.10696499999999999 0.096915000000000015 93.501885318850015 69.165962322050021 85.705356740550016 38.621016321050007 64.630533455950015 0.089345000000000022 0.087795000000000026 63.452988794850008 0.090235000000000024 41.489621506400006 -0.025719999999999996 -0.094409999999999994 43.564719632750005 0.088890000000000011 43.940903692500008 -0.075639999999999999 -0.06828999999999999 -0.078549999999999995 0.08376500000000002 0.08673500000000002 -0.041994999999999998 62.425997789000007 86.538778761000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 7 -6 -7 8 9 -1 11 -11 -13 19 15 18 -17 -18 -15 22 -20 -21 24 -24 28 27 -27 -25 29 -12
right_child=1 -3 -4 -5 5 6 -8 -9 -10 10 13 12 -14 14 -16 16 17 -19 20 21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-7.3007270714159003e-05 0.00047322708973276186 4.7586149891053679e-05 -0.0014753594530315483 0.0011774691612557078 0.0006989652025370085 -0.0022647829101348901 -0.00015249060145253063 0.0013580537944523638 -0.00098364696535079032 0.0016181131001775815 0.00081188025690776976 -0.00025547252075540573 0.00085090813572387435 0.0003852614943183841 -0.0010247586079566758 0.00062007360262369493 0.00013124707968787999 -0.001633452689825959 -0.0021127820825463154 -0.0017412591374595839 -0.00011453334289211507 6.5532460083372112e-05 -0.0020391951421375185 5.7035851489592987e-07 0.0019464795746479129 -0.0015866403181816178 0.0011211539744724929 0.0015033280471925016 0.0011581557249890318 -0.00037400533211564364
leaf_weight=33.037815226940438 1.8543007346452212 83.154151668544728 4.0952308011474079 3.5728873881744212 1.4735848735435864 1.5457809391591575 1.2219771605450658 1.8214036864228536 2.6461541783064595 3.7255224138498297 8.5877310275100189 5.529997971840201 6.5282257795333862 3.2708196341991425 6.0572370942682019 23.210761949419975 19.209664545953274 2.7699616178870228 2.9482485912740213 1.9682674538344134 2.1453394778072834 5.6179288508137688 2.4224977344274548 5.327139962464571 4.1809747889637938 2.1827764492481943 1.6381359884981064 5.7763838917017036 7.2927110418677321 7.5313427634537211
leaf_count=970 68 2257 111 35 23 80 18 16 23 32 65 49 43 14 73 123 125 41 34 18 17 67 15 43 79 34 13 48 55 44
internal_value=0.000109548 -1.3551e-05 -0.00086804 0.000172863 0.000151707 -0.000626503 -0.0013322 0.00017166 0.000158452 0.000177228 0.000241855 0.000644364 0.000343513 0.000185201 1.62247e-05 0.000133964 0.000274151 -9.11475e-05 -0.000623427 0.000376973 -0.00127115 -0.000403246 0.00050868 0.000122224 0.000751636 0.00047306 -0.00042573 0.00078235 0.000538256 0.000257797
internal_weight=262.345 89.1037 5.94953 173.241 169.668 4.24134 2.76776 165.427 163.606 160.959 127.922 15.7837 12.0582 112.138 59.612 53.5548 45.1904 21.9796 8.36441 52.5259 5.09359 7.5862 44.9397 17.3469 27.5928 14.9244 3.82091 11.1035 23.4118 16.1191
internal_count=4633 2436 179 2197 2162 121 98 2041 2025 2002 1032 124 92 908 427 354 289 166 65 481 51 85 396 153 243 138 47 91 164 109
is_linear=0
shrinkage=0.00196078


Tree=754
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 1 3 2 2 0 1 2 2 1 1 4 1 0 3 0 0 2 2 3 2 0 4 2 4 2
split_gain=0.127771 0.769458 1.0917 0.690966 0.521686 0.507948 0.895072 0.509871 1.19953 0.505269 0.522755 0.440544 0.724614 0.378236 0.585748 1.25569 0.861818 0.650271 1.21975 0.352375 0.618517 0.428775 1.92793 1.91986 1.89737 1.46097 1.50226 0.844167 0.7678 0.724187
threshold=93.972365491700018 94.625660817400004 -0.14907499999999999 93.843319501450011 -0.23557500000000001 69.873026810350026 -0.10696499999999999 -0.057599999999999998 -0.038374999999999999 93.501885318850015 69.165962322050021 -0.056184999999999992 -0.040509999999999997 68.846035804500005 70.940344688150006 41.741384785950011 70.348883899450016 95.217121606100008 -0.061414999999999997 87.261973998100004 86.904409066750006 -0.083834999999999993 -0.088274999999999992 0.083395000000000011 -0.072755 90.767723400200012 39.852039223600009 -0.095074999999999993 42.527280425250005 -0.122095
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 -2 9 -7 -8 -9 10 19 -4 -13 -3 15 -15 -17 18 -16 20 -1 22 27 -23 -25 28 -27 29 -26 -21
right_child=1 13 11 -5 -6 6 7 8 -10 -11 -12 12 -14 14 17 16 -18 -19 -20 21 -22 23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0011911160945033568 -0.037028862856033025 -0.060020763259766928 -0.10688054439137722 0.049510690331931749 0.076754484512167973 0.031150906180849189 -0.12248958494566009 0.099840222553761154 -0.10478946190160617 0.060156923746483952 -0.044090616308270353 0.016604495441892509 -0.11230366492590237 0.074498915935940213 0.029369418473975409 0.024689026161404167 -0.10382460122355694 0.00063051877510123227 -0.10614835302702506 0.0007260303179780417 -0.0368331285755591 0.040976515984472328 0.10801937202783618 -0.10024530908641183 0.032838004547676408 0.00083525656912851129 -0.15731277348023087 -0.031930696544682537 -0.027451948267837881 0.046214320328932905
leaf_weight=90.554369910616515 0.65412474912591279 0.94772859429940481 1.6030200723907908 2.8399259248399167 0.86392772113322258 1.1954805158311503 1.0059691786991609 0.4221686124801638 0.70929476020682936 1.3910812283866096 2.2423306002747259 0.98182559385895729 0.68315675118355945 2.8407075605355194 1.0577192144119183 1.2648459728807213 0.77896956558106456 58.455160787207888 1.4613077487447288 7.1860389648936724 4.1324744960293165 7.1608984088525203 2.0852693989872924 2.2942418437451133 5.9931034222245163 1.174832906574012 1.0516053362516684 3.5047533772885808 2.8936768341809511 5.8782190904021263
leaf_count=1500 25 13 61 35 43 23 41 4 53 16 23 7 43 22 22 20 51 1968 161 112 41 90 10 26 63 11 40 32 25 52
internal_value=0.000918359 -0.00239909 -0.0396279 0.00257096 0.0277255 0.0016247 -0.0354518 -0.0727031 -0.0284386 0.00252313 0.00193427 -0.0709149 -0.0362876 0.000268 0.00113558 0.0331621 -0.024292 -0.00143001 -0.0492455 0.00270497 -0.000468399 0.0103657 0.0209183 0.000795227 -0.0206655 -0.00423686 -0.0738622 0.00995629 0.0132066 0.0211933
internal_weight=215.308 71.5925 4.78605 143.716 1.51805 140.876 3.33291 2.13743 1.13146 137.543 136.152 3.268 1.66498 66.8064 65.8587 4.88452 2.04382 60.9742 2.51903 133.909 94.6868 39.2226 18.6543 20.5684 13.4075 11.1132 2.22644 16.569 8.88678 13.0643
internal_count=4633 2436 179 2197 68 2162 121 98 57 2041 2025 111 50 2257 2244 93 71 2151 183 2002 1541 461 206 255 165 139 51 196 88 164
is_linear=0
shrinkage=0.0961169


Tree=755
num_leaves=31
num_cat=0
split_feature=2 2 2 4 1 2 2 3 1 4 1 1 1 3 3 3 4 3 4 1 3 4 2 1 0 3 3 2 4 4
split_gain=0.152237 0.327869 0.224103 0.357135 0.585022 0.284989 0.612052 0.263072 0.482581 0.242341 0.204556 0.398253 0.202815 0.347544 0.16748 0.786148 1.09576 0.731516 0.479228 0.4753 0.430835 0.42539 0.774043 0.406589 0.39721 0.403765 0.376479 0.661279 0.628438 0.82333
threshold=-0.69416999999999995 -0.63026499999999996 -0.59238000000000002 39.955516828000007 75.981203682750007 -0.54488499999999995 -0.58319500000000002 0.098950000000000024 72.62331947780001 41.675153845500006 74.927328095600004 75.806453904250006 62.079186690200011 0.09721500000000001 1.0000000180025095e-35 -0.098985000000000004 38.474425342400004 -0.091114999999999988 41.909642283050012 55.782817748650011 0.072890000000000024 37.500638522700008 0.011900000000000003 87.313054702550019 110.52251374275001 0.078655000000000017 -0.23921499999999998 -0.036264999999999999 38.751720283100006 41.489621506400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 12 3 4 -3 6 10 8 -5 -10 -4 -12 -2 -14 15 19 21 -18 -19 -7 -16 22 -17 -22 -25 -26 -21 28 -28 -30
right_child=1 2 5 7 -6 14 -8 -9 9 -11 11 -13 13 -15 20 16 17 18 -20 26 23 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=0.049175806140785969 -0.0034209880583894558 -0.10372495660291288 0.03912787861569178 0.057436337854440918 0.052477001110095775 -0.1029426837960434 -0.097530678670667656 0.065425738407317025 0.0048823287289769483 -0.098341891098188305 0.054433886701032781 -0.095548862271674376 -0.11674118188525738 -0.0054179670236108295 0.036424458302510725 -0.11451794683583764 -0.15482069430155715 -0.027247706525588829 -0.098728400929672416 -0.0042888530964099881 0.0019255079343446987 0.038014786999309547 0.021421575307601876 -0.093435358743201982 0.051977628073237768 -0.091411681480995738 -0.049041917064148108 -0.018151220951134694 0.078538126119944235 0.014172789538194555
leaf_weight=0.53192395152291183 0.72005339828319737 0.42577441822504569 0.6797553785145285 0.88540760241448901 0.36558985890724216 0.34692383284709905 0.75945981853237654 1.4090582214994354 0.41867778432424529 0.33656509562933934 0.24778485763818026 0.35092929007441853 0.51921206395491026 0.41309563396498561 2.9502814650186329 0.5295168977008855 0.55957105319248501 3.1757288582157344 1.0154417319135971 17.864976300355924 164.3639735428842 1.914069528924301 0.97874190526817983 0.72831773202051298 0.46057804424572169 0.24775974260546718 0.71289903482102079 3.0609467096655845 2.7494044125487562 4.0053220895133563
leaf_count=19 5 12 5 10 35 134 124 16 7 40 3 44 36 12 50 39 45 49 85 428 2512 22 20 158 93 285 64 93 88 100
internal_value=0.000781562 0.000660819 0.000974734 0.0226527 -0.0315637 0.000573841 -0.0331298 0.0367212 0.0120685 -0.0411183 0.00512674 -0.0334767 -0.0395282 -0.067415 0.00090781 -0.00461845 -0.0294048 -0.0575526 -0.0445661 0.00243017 0.00211666 0.00966884 -0.0263038 0.00150618 -0.0464683 0.00182345 0.00371766 0.0173032 0.0318358 0.0403717
internal_weight=213.728 213.196 211.543 3.84107 0.791364 207.702 2.03793 3.04971 1.64065 0.755243 1.27847 0.598714 1.65236 0.932308 205.664 36.9135 8.17307 4.75074 4.19117 28.7405 168.751 3.42233 1.50826 165.801 1.43666 0.708338 28.3935 10.5286 7.46763 6.75473
internal_count=4633 4614 4561 120 47 4441 176 73 57 47 52 47 53 48 4265 1167 260 179 134 907 3098 81 59 3048 536 378 773 345 252 188
is_linear=0
shrinkage=0.0905731


Tree=756
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 3 3 3 1 4 4 2 2 4 2 2 1 4 2 2 3 0 3 1 0 0 2 3 1 1
split_gain=0.126803 0.273732 0.192591 0.364655 0.23293 0.552705 0.826291 0.612761 0.465231 0.845764 0.749553 0.643678 0.416714 0.411802 0.404282 0.893499 0.545288 0.567598 0.310584 0.59693 0.805364 0.811729 1.13661 0.46142 0.343418 0.418659 0.503066 0.632455 0.238658 1.31634
threshold=-0.69416999999999995 -0.63026499999999996 -0.59614999999999996 78.27445846800002 -0.23557500000000001 0.10787500000000003 0.098085000000000019 0.093185000000000032 62.020040611300011 38.983591653800012 44.202975721700007 -0.237895 -0.36302499999999999 37.041406607950009 -0.25105499999999997 -0.26416999999999996 63.910026677050006 40.00488309970001 -0.16533 -0.18437499999999998 -0.15544999999999998 93.972365491700018 0.077440000000000023 75.499969677400017 86.420486603250012 76.535026057600007 -0.23353499999999996 -0.24212500000000001 62.041548276350007 62.036171360100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 -3 5 6 7 8 13 -10 14 -12 -9 -4 15 16 -11 -18 19 20 23 22 -22 24 25 26 27 -6 29 -20
right_child=1 2 4 -5 18 -7 -8 12 9 10 11 -13 -14 -15 -16 -17 17 -19 28 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.04540790540542896 -0.036570893209167683 0.0038166050678774001 0.057069912630244572 0.071427862872850911 -0.10026180764978171 0.042601306244788389 -0.11234839506302594 -0.00024277959445406531 -0.10301893755742264 0.096917390098487988 -0.10215138260892669 0.016841823691353022 0.082176863099221509 -0.099849733554800743 0.079619575970752685 -0.11670633769889718 0.046179513388506635 -0.099947466028610141 0.0028832073378437894 0.074247744136555216 -0.07254067666477898 -0.11035094306383962 0.041731666341067099 0.079059670543024221 -0.026119697110613214 0.073546194186250566 0.046317782146820495 0.032222196703834555 -0.0016963462132893294 0.083551356209036184
leaf_weight=0.51915747710154292 1.613697628432418 2.3335390824504425 0.15885128133231408 0.90943224290140268 0.59430448972852878 1.3053189703350643 0.73717112486701886 1.4362079898055529 0.76366490694817901 0.67991900444030762 0.86844435951206567 0.65358887612819916 0.77468663556646777 1.0062392068575716 0.85857106465846289 0.39501072356506495 0.56706177431624383 0.35430959791119676 51.241045600498182 1.2750380012621452 1.1890881142535361 0.7325351438121287 1.7873713523149488 1.1934750378131864 1.1885873514693228 1.2123384664300827 1.3666424445473238 0.5881187915802002 132.69747329554252 1.7149837734177698
leaf_count=19 53 39 13 46 36 24 33 52 83 4 141 8 10 124 10 18 13 68 651 34 143 48 27 12 18 20 36 4 2821 25
internal_value=0.000699995 0.000590613 0.000875382 0.022777 0.000532823 -0.0125726 -0.0203553 -0.0123926 -0.0267783 -0.015066 0.000279629 -0.0510535 0.0286367 -0.0784549 0.0276471 0.0052948 0.0353904 -0.010013 0.00123604 0.0159338 0.00838716 -0.0249402 -0.00391985 0.0285079 0.0163195 0.0297302 0.00889121 -0.0343663 0.000355107 0.00549565
internal_weight=212.716 212.197 210.583 3.24297 207.34 10.559 9.25373 8.51656 6.30566 5.14057 4.37691 1.52203 2.21089 1.16509 2.85487 1.9963 1.60129 0.921371 196.781 11.1275 9.85246 3.70899 2.97646 6.14347 4.94999 3.7614 2.54907 1.18242 185.654 52.956
internal_count=4633 4614 4561 85 4476 601 577 544 482 345 262 149 62 137 113 103 85 81 3875 378 344 218 170 126 114 96 76 40 3497 676
is_linear=0
shrinkage=0.0905731


Tree=757
num_leaves=31
num_cat=0
split_feature=1 1 1 4 0 2 0 0 0 2 0 0 0 0 3 0 3 3 2 3 3 0 1 4 1 0 0 4 0 1
split_gain=0.197484 0.128271 1.00266 0.603158 0.793679 0.564374 0.811743 0.411353 0.324651 0.433922 0.278678 0.285588 0.35239 0.709721 1.25519 0.42434 0.272358 0.476879 0.576342 0.461804 0.364025 0.652761 0.525741 0.436764 0.328785 1.28652 0.983104 0.968756 0.853396 0.820072
threshold=54.884872733100003 58.309968391300011 60.87206898960001 37.572218886150004 81.90387694410002 -0.23557500000000001 76.535026057600007 81.446839061900008 74.045513828800011 -0.23381499999999997 83.933662832600007 84.546631286350006 85.307464937250003 85.619326080400015 0.085520000000000027 85.431134011250023 -0.22831499999999999 -0.24665999999999999 -0.040509999999999997 -0.21029499999999998 -0.24748499999999998 86.162394622750014 62.095317438950012 36.016191615950007 66.859265246100009 90.321439350550008 89.861713010250014 38.621016321050007 91.886121982450007 63.910026677050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 5 3 4 -3 -2 8 -4 9 -7 -9 -12 -13 14 15 -14 17 20 -19 -18 21 -15 -23 -24 25 26 27 -21 -27 -29
right_child=1 2 7 -5 -6 6 -8 10 -10 -11 11 12 13 16 -16 -17 19 18 -20 24 -22 22 23 -25 -26 28 -28 29 -30 -31
leaf_value=-0.1020876207490987 -0.06304025601338438 -0.11105738546199202 -0.082786903408186591 -0.12058527061159517 0.10432449217674061 -0.054205402376099936 0.075485397461562451 0.048063674539358746 -0.070943590230935591 0.031042525285085061 -0.03690680174529494 0.029879908488115586 0.052943689394193832 -0.067520043135732552 -0.10283695252869168 -0.032670359399037133 0.046932627592691317 -0.089046531335942147 0.0092422636038021165 0.042500475296512699 0.036423353347693511 0.06104254738664603 0.046007328498995671 -0.022057427099351861 -0.0027457995825146339 0.066037444948149518 -0.054415083056062255 0.0036395052576371741 -0.024804456453662898 -0.053349088070211673
leaf_weight=0.18675503326085063 0.82578980150719861 0.334428251189819 0.5842806065120375 1.0920634062204042 0.35030283033847809 0.79027932023745995 2.0800014659762383 1.2631869441538572 0.58174059586599458 2.4426198721630494 1.9735287101648271 4.2290632780641308 1.1111723957583302 1.6925580054521541 1.8062429738929493 1.2086302770767359 2.3241658789684143 1.5508686510438567 0.96954840335820236 6.3030798919498912 1.9290744615500433 1.2282518185675142 1.1409063092905851 5.4284088914864697 78.362426257587003 5.3501604963093987 2.9025408611632875 77.615485484478995 1.2819211219903079 2.6099966322071841
leaf_count=137 50 37 170 67 3 22 22 96 67 68 21 50 21 18 61 32 39 47 30 60 19 8 61 160 2414 60 32 682 37 42
internal_value=0.000699439 0.000790259 0.000343832 -0.07445 -0.000869775 0.0143843 0.0252308 0.000998913 -0.00217139 0.0102037 0.00124092 0.000946693 0.00132201 0.000702074 -0.0403305 0.00833829 0.00158992 -0.0118675 -0.051237 0.00265125 -0.00317792 -0.0112277 0.000991199 -0.0102365 0.00206122 0.00598248 0.00283104 0.00475132 0.0484785 0.00178548
internal_weight=211.549 211.363 204.642 1.77679 0.684731 6.72043 5.89464 202.865 3.81464 3.2329 202.281 201.018 199.045 194.815 4.12605 2.3198 190.689 13.9396 2.52042 176.75 11.4192 9.49013 7.79757 6.56932 174.426 96.0632 89.4311 86.5286 6.63208 80.2255
internal_count=4633 4496 4267 107 40 229 179 4160 157 90 3990 3894 3873 3823 114 53 3709 343 77 3366 266 247 229 221 3327 913 816 784 97 724
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=1 0 0 1 4 3 2 0 2 4 2 2 2 4 2 2 0 0 2 1 1 4 1 2 1 4 1 1 0 0
split_gain=0.74256 1.63337 2.3815 1.47784 1.05577 1.02 0.791292 1.91835 1.28663 0.974582 1.93548 2.02845 1.58562 1.0278 1.02717 0.970744 0.939685 1.84664 1.65395 0.926567 1.49283 2.27606 0.904772 0.805836 0.968657 0.870905 0.759406 0.759236 0.730658 0.716558
threshold=66.859265246100009 90.321439350550008 91.886121982450007 65.765062787050013 38.396531328800009 0.085625000000000021 -0.059424999999999999 92.168410086200012 -0.068964999999999985 39.788107623550012 -0.092084999999999986 -0.074029999999999999 -0.102645 41.16018805045001 -0.105535 -0.016014999999999998 97.491557184450016 100.19345760555002 -0.14510999999999999 73.007768990450018 71.504920895500007 41.444941515100005 71.053259929650025 -0.13734499999999997 83.116371560950014 35.476804824450006 78.381996793250025 81.573196594050017 94.354126546200021 102.65877371115
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 9 10 12 -12 14 -11 23 22 18 -18 -15 20 21 -20 -9 24 25 -2 -19 -17 -10 -24
right_child=6 2 -4 -5 -6 -7 7 15 28 13 11 -13 -14 16 -16 27 17 26 19 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.000219678788511314 0.00021078520401161132 0.0014669912299172111 -0.00096306838116081534 -0.0017622196671903784 0.00010100522815212213 0.00092965724012158892 -0.0020427885736689837 0.0013540731564801105 6.1177250175310224e-05 0.00053685526979607083 -0.0023938953033321216 0.00042958559846025614 0.0014491245633634767 0.00023498544268512583 -0.002436091875523919 0.00014463532361541252 0.0009340606731944582 -0.0021327149487926989 0.002082831963719878 -0.0028170343822072207 0.00055456828024872382 -0.0019919980423113159 5.9231150739838752e-05 0.00038376914802794803 0.0008608356647036656 -0.0019094596517244158 -0.00019117268111255444 -0.00098398637231177479 -0.0024725673912554492 0.001388546895740093
leaf_weight=3.9666835411626371 1.0591370352776714 7.6876970008015615 1.9422458336921407 1.5498953284695733 120.83024432646198 11.799614773248321 1.4421010559890408 4.8935372084379187 0.63392337784171049 11.909312504089028 3.3604292780837568 1.3799912068898255 2.1145161062559064 6.1791359578382981 0.88615686799130422 26.106932528840847 7.1616885693511021 0.83355288562597607 0.60563001409172823 1.0719724646769462 2.0204240623861551 4.0600570100359619 7.8824653225019556 4.3385175664880071 1.0517733401302392 2.5099188005260658 10.938968013906559 2.5121101413642455 1.4126913349027743 1.9434063922672065
leaf_count=186 32 63 40 22 1474 118 81 32 5 166 100 24 37 185 30 354 80 41 5 13 17 169 61 58 149 115 509 304 64 99
internal_value=0.000105706 0.000196098 0.000976877 0.000141672 0.000163274 0.000640493 -1.7626e-05 0.000181994 -0.000158338 -0.000107425 -0.000511675 -0.00157195 -9.14302e-05 4.33345e-05 -0.000422295 0.000256025 -0.000135468 0.000148963 -0.000521877 -0.0011247 -0.000853372 -0.00146306 0.000665217 -0.000223113 -0.000792917 -0.00128027 -0.000328644 4.55676e-05 -0.00168776 0.000322149
internal_weight=256.085 147.776 9.62994 138.146 136.597 15.7663 108.308 44.7806 63.5278 61.4812 16.7004 4.74042 11.96 44.7807 9.8455 43.3385 32.8714 18.9342 13.9372 7.75808 6.68611 4.66569 14.7194 8.95935 4.62083 3.56906 11.7725 28.619 2.04661 9.82587
internal_count=4633 1903 103 1800 1778 304 2730 931 1799 1730 545 124 421 1185 384 850 1019 630 389 204 191 174 192 354 296 147 550 658 69 160
is_linear=0
shrinkage=0.00196078


Tree=759
num_leaves=31
num_cat=0
split_feature=0 0 3 2 0 2 2 2 2 0 1 1 0 0 1 3 0 4 4 1 4 0 3 3 1 3 4 2 2 1
split_gain=0.522848 0.533562 1.09519 0.913087 0.531092 1.75126 2.94332 1.56586 1.39797 1.1911 0.940949 0.870548 0.696161 0.658877 0.719252 0.89641 0.612848 0.59793 0.580034 0.578175 0.799369 0.545788 0.817038 1.01666 1.15791 1.48982 0.497645 0.49602 1.39 0.486351
threshold=98.230883170350012 97.491557184450016 0.091290000000000024 0.13747000000000004 93.972365491700018 -0.079369999999999996 -0.095854999999999996 -0.102645 -0.11692 94.625660817400004 75.629015667650023 70.940344688150006 96.324766355850002 93.843319501450011 69.873026810350026 -0.10696499999999999 94.109476856350014 44.701063782750005 41.11191809080001 70.311245485600026 45.321989007550009 85.705356740550016 0.12001500000000002 0.10176000000000003 62.00390986255001 -0.17949499999999999 39.065416244600009 -0.057599999999999998 -0.038374999999999999 75.499969677400017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 29 -4 13 6 7 8 10 16 17 -11 26 14 21 -16 -7 18 -6 -19 -21 22 23 24 -1 -26 -13 -17 -29 -3
right_child=-2 2 3 -5 5 9 -8 -9 -10 11 -12 12 -14 -15 15 27 -18 19 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=7.358273106778098e-05 -7.0959285596585778e-05 0.00054241934738589125 -0.00076257886088670576 0.001266384736438752 -0.00040057674202746566 -0.00011744557834575673 -0.0019278112549786632 0.0011297220081296119 -0.0023033068331051181 0.0013989632057632413 -0.0023206429037517825 0.00017742550025564639 0.00049683296005652235 0.0010688998383251822 0.00062507622773283868 -0.0024469163808377836 -0.0021478559873874372 -0.0024443141926933577 0.0011321853226482683 -0.0021763825713040892 0.00074588864567902294 0.00025819273784357641 -0.0014333024828988386 0.00079746261412440213 0.00035277987512562854 -0.0019197327987137212 -0.001314962841101846 0.0020474184165169907 -0.002166044403908194 0.001684518102303058
leaf_weight=20.362649695009175 40.491193438283517 2.6241596165345964 2.8711059527704492 1.2130406182259319 1.5183125261682979 1.2824074376840173 4.3521918972546692 3.2029225742444405 1.3581130090169606 3.2082536686211851 0.68006634592893522 1.8995084336493158 12.340858614072202 3.2746276803081846 1.2850432394188831 1.0119605208747091 1.0310535858152432 0.55267803207971189 2.5324271898716688 0.51565822307020415 1.1913520947564391 126.34893911331892 1.515799356624483 5.5895197922363868 1.8452229817630721 2.7803348948800695 1.5683010451029984 0.47650747001171134 0.81738133868202434 3.1594471002463251
leaf_count=655 1696 21 44 19 36 10 115 23 67 21 60 26 62 35 23 41 51 17 23 64 32 1068 30 55 32 201 27 4 53 22
internal_value=0.000133238 0.000172163 0.000617392 -0.000159952 0.000150472 -6.10881e-05 -0.000553564 -3.57984e-05 -0.000482947 0.000306097 -0.000129288 0.000467706 0.000278715 0.000198124 0.000180526 -0.000687241 -0.00102235 0.000106871 0.00055767 -0.000701235 -0.000136879 0.000200193 -2.8148e-05 4.15083e-05 -0.000127588 -0.00101318 -0.0004975 -0.00141859 -0.00061433 0.00116632
internal_weight=252.901 212.41 9.86775 4.08415 202.542 37.2341 15.9037 11.5515 8.34861 21.3304 6.99049 19.0169 15.8087 165.308 162.033 3.59089 2.31346 6.31043 4.05074 2.25969 1.70701 158.442 32.0935 30.5777 24.9882 4.62556 3.46781 2.30585 1.29389 5.78361
internal_count=4633 2937 106 63 2831 634 437 322 299 197 232 136 115 2197 2162 121 61 172 59 113 96 2041 973 943 888 233 53 98 57 43
is_linear=0
shrinkage=0.00196078


Tree=760
num_leaves=31
num_cat=0
split_feature=0 0 2 2 2 0 3 3 1 3 3 2 2 4 3 3 3 4 4 0 2 0 3 1 2 2 0 2 3 2
split_gain=0.538876 0.850427 1.26716 0.971223 1.03178 0.749422 0.740202 0.980627 0.883247 1.48101 0.68899 0.68869 0.947876 0.854327 0.78061 1.48875 0.898184 0.913096 0.672786 0.730033 0.599996 1.15134 1.05984 0.942295 0.926323 1.08179 0.969069 0.898183 0.806122 0.710976
threshold=93.972365491700018 94.770837556450019 -0.14907499999999999 -0.079369999999999996 -0.040509999999999997 85.705356740550016 0.11768500000000003 0.10087500000000002 62.00390986255001 -0.17949499999999999 0.093955000000000025 -0.013285 -0.017745 39.476991512000005 0.07771500000000002 -0.14423499999999997 0.083555000000000032 42.783136484500005 38.060777288450005 85.121961326250016 -0.051199999999999996 95.050437202000012 0.075810000000000016 81.339300736700025 -0.033594999999999993 0.63131000000000015 105.93331571405001 -0.043559999999999995 0.099465000000000012 -0.068964999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 7 8 10 -10 11 12 13 18 15 -15 -16 -18 19 -1 29 -22 24 28 -23 26 -26 -25 -24 -3
right_child=1 20 3 4 -6 -7 -8 -9 9 -11 -12 -13 -14 14 16 -17 17 -19 -20 -21 21 22 23 27 25 -27 -28 -29 -30 -31
leaf_value=-0.0012552009637218373 0.00066117575815757292 -1.9947830146636586e-05 -0.0021459379199513825 0.00019035674161385079 -0.0022720943901947724 0.0002502199589413908 -0.0014216278235733152 0.00070185286182835541 0.00036727687777701848 -0.0019112746596682509 -0.0011849275374340761 -0.0010516714378060437 0.0021144192224713592 0.00036316982112467264 0.001673897329960705 -0.0018796620711948519 0.00082308614086487022 -0.001090995684224518 -0.0025468558864211628 0.002066319454800953 0.0021084735850299217 0.00051440099615712351 0.00070248680270218618 0.0020641100800555083 -0.002362071245472476 0.00075096120479066334 0.00010446158886666215 -0.00097143739104606696 -0.00028095009553434332 -0.0010180781460410267
leaf_weight=0.77727820992005259 2.1221722428454086 45.668309387983754 2.163887943548616 2.4706806160975252 0.88981183708528888 136.28692224791303 1.5202835848322127 5.8284237190673585 1.8623388978885485 2.6677705313486504 1.7491418225690711 1.7742312006812468 0.97018186748027702 4.2935231137526078 2.525649156421423 1.5481430211802836 2.972508697072044 1.4140075315954161 0.75630686862859864 0.37818987667560577 1.252448983490466 2.0768472719937563 17.487283277383547 0.42882095498499007 2.1803599199920463 0.92717533819086373 0.85159995697904367 2.9724981995677755 3.9235418885946265 2.9190987449255763
leaf_count=126 74 1372 133 26 45 1217 32 63 32 201 26 170 5 78 22 134 37 26 25 3 8 10 137 5 73 29 78 287 77 82
internal_value=0.00012219 -1.70671e-06 -0.00062667 -0.00112139 -0.000461666 0.000187597 -8.73779e-05 -1.86585e-05 -0.000195931 -0.000974557 -1.18274e-05 0.000106031 0.000237398 0.000113227 0.000296454 -0.00023122 0.000742406 0.000206076 -0.00110912 -0.000168052 5.75192e-05 0.000265539 0.000190715 0.000369972 -0.000546158 -0.0011025 -0.00166929 -0.000588731 0.000522272 -7.99148e-05
internal_weight=255.659 88.3345 7.64655 5.52438 3.36049 167.325 31.038 29.5177 23.6893 4.53011 19.1592 17.41 15.6358 14.6656 12.7538 5.84167 6.91217 4.38652 1.91177 1.15547 80.688 32.1006 30.8481 24.8121 6.03598 3.95914 3.03196 3.40132 21.4108 48.5874
internal_count=4633 2436 278 204 71 2197 980 948 885 233 652 626 456 451 297 212 85 63 154 129 2158 704 696 506 190 180 151 292 214 1454
is_linear=0
shrinkage=0.00196078


Tree=761
num_leaves=31
num_cat=0
split_feature=0 0 2 2 3 0 1 3 2 0 3 1 3 1 3 1 2 3 1 3 2 2 2 0 4 0 3 3 1 3
split_gain=0.457216 1.17511 1.47047 0.896391 0.926966 0.796666 0.878686 1.02666 0.720144 1.12057 1.1417 0.812605 0.69702 1.65917 1.77995 1.59773 1.50265 1.4476 1.22046 1.11537 0.981477 0.894661 0.826139 0.816885 2.67508 0.652966 0.819404 0.906534 0.970033 1.77804
threshold=93.972365491700018 94.770837556450019 -0.14907499999999999 -0.079369999999999996 0.090465000000000031 93.843319501450011 69.873026810350026 -0.10696499999999999 -0.051199999999999996 95.050437202000012 -0.245505 69.633754036750005 0.083555000000000032 72.04530097975001 0.076615000000000016 87.143681840350013 -0.075639999999999999 0.084065000000000015 83.602982482550019 0.078385000000000024 -0.068964999999999985 -0.156745 -0.13734499999999997 96.631250582750013 41.184662530950007 85.705356740550016 0.12001500000000002 0.10087500000000002 62.00390986255001 -0.17949499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 25 -8 11 -10 -11 -3 13 -13 21 16 -16 -14 20 -17 23 -15 -23 24 -19 26 27 28 -1 -30
right_child=1 8 3 4 -6 -7 7 -9 9 10 -12 12 17 14 15 19 -18 18 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=2.9814878401821125e-05 0.00065540620462872475 -0.0023293049540759792 -0.0021585327710132384 -0.0015360133905986961 0.00055213183145142852 0.0011078873687400768 0.00055614683887650709 -0.0015243083674624895 0.0021100884788879822 -0.0022810724752851987 0.00028590757914762223 -0.002288589465776667 0.0020945046543387872 0.00094577021526960679 -0.0022616688442447454 -0.002036180967048704 0.0015418871507175194 0.00069165526687554218 -0.0020600829897975226 0.0014084832896161306 -0.0013588901476109154 -0.0020691946240774589 0.00013459489369573718 0.00035103105973036315 -0.0023302356811378713 0.00024579750600325873 -0.0014555562318474833 0.00068221471166485172 0.00048290391941618622 -0.001925454361339705
leaf_weight=19.843556133520913 2.1661237519001588 0.60759809566661616 2.3861167075519916 1.785750818322412 1.507170272991061 3.4819935364648691 1.4444911674363541 2.4736168629387967 1.2678287166636426 0.68120380777691281 30.122070683235506 1.5785034963628302 1.3693068999673439 4.7916444462916843 3.2268424847570696 0.49893696554136102 0.45573290204629424 2.7379956856602901 1.0341991407312878 1.3110119499397113 1.6537563218735147 0.81400824750016898 3.3268870834908721 22.573873408487998 1.9132778192870317 127.30245466250926 1.553522063884883 6.0806027976796022 1.9869087275001218 2.8969979983230578
leaf_count=652 74 15 133 37 34 35 23 98 8 60 636 62 14 181 187 85 7 39 236 91 48 64 67 287 71 1068 30 62 32 197
internal_value=0.00011961 5.05917e-06 -0.000719118 -0.0012434 -0.000580269 0.000179818 0.000160064 -0.000757306 7.61067e-05 0.000303497 0.00022914 -7.61613e-05 -4.72097e-05 -0.000380044 -0.000171196 -0.00104956 -0.00179096 0.000123063 3.28178e-05 0.000458915 0.000107768 0.000368902 -0.000298621 0.000196858 -0.000551384 0.000182576 -6.61241e-05 3.93918e-06 -0.000162852 -0.000945667
internal_weight=254.874 87.8098 7.84516 5.67904 3.29292 167.064 163.582 3.91811 79.9647 32.0711 30.8033 47.8936 47.286 16.0036 14.4251 5.49252 3.68258 31.2824 29.9131 1.80995 28.8789 8.93254 4.1409 27.2251 4.65127 159.664 32.3616 30.8081 24.7275 4.88391
internal_count=4633 2436 278 204 71 2197 2162 121 2158 704 696 1454 1439 744 682 370 194 695 681 176 445 312 131 397 110 2041 973 943 881 229
is_linear=0
shrinkage=0.00196078


Tree=762
num_leaves=31
num_cat=0
split_feature=4 4 0 2 1 4 0 3 1 3 3 0 2 4 3 3 4 3 0 2 2 2 1 0 2 3 1 1 1 4
split_gain=0.121058 0.5481 0.448228 1.14548 1.71647 1.49247 1.13756 0.96108 0.765946 0.577853 1.06814 0.536644 0.522534 0.770467 0.463793 0.605808 0.594335 1.06686 0.39799 0.378511 1.63681 0.5082 1.06809 1.74309 0.863602 0.594843 0.346848 1.29823 0.679118 0.651827
threshold=42.081757894750005 42.027798546600003 86.393602021950016 -0.102645 62.116825104000007 42.546237522150008 86.904409066750006 0.08079500000000002 62.186725015400008 0.083395000000000011 0.08759500000000002 87.525442894850016 -0.09280999999999999 42.91168285345001 0.08759500000000002 0.085895000000000013 42.684965421050009 0.079395000000000021 103.57284947555002 -0.084259999999999988 -0.086800000000000002 -0.06828999999999999 76.279622535200005 100.01333091085002 -0.043559999999999995 0.093745000000000023 75.629015667650023 79.328334055150009 74.927328095600004 43.663128814500006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 8 5 -5 14 -7 -2 -9 -11 -8 -12 -14 15 16 -4 -18 -1 20 26 22 -21 -24 -23 -25 28 -28 29 -13
right_child=2 -3 6 4 -6 7 11 9 -10 10 12 19 13 -15 -16 -17 17 -19 -20 21 -22 24 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.002138017285835321 -0.0016927871434821674 0.036239107583767638 -0.028904191807583208 -0.080713470129121889 -0.11006597373743217 -0.083539068595418001 -0.044117654957698794 0.036900919516956752 0.059732573822343364 -0.058094301861965549 0.065745807286220412 0.019400936273103367 0.028461318462158193 -0.06397667440941196 0.0071480615179509831 0.096994455259682144 -0.028753161539289848 0.096317592151548614 -0.041689638469874932 -0.082460971992115661 0.083688851265263028 0.062520536180465464 0.10038657216130728 -0.10416941736835605 -0.0095864808021308839 0.010976931464934406 -0.085026878172045586 0.0055692808620460971 0.073596706501805748 -0.024407797270341234
leaf_weight=132.29468194717629 6.3276306083353138 3.8494167666722197 1.015874639153479 2.4086621951500993 1.7935194961319201 1.0813905879112997 2.474616997251359 3.3854850223287922 2.2601732493494637 2.3718583469744772 1.2851655296981301 6.8231260147877055 2.2278547193855083 1.1073571682209147 3.3687127698212862 1.5821398198604582 0.85235525108873877 1.6283693760633466 1.7218264575185447 2.17296224087477 2.0866924162255591 1.5359535065945245 0.95543499290943179 0.87798720743739955 12.07006519800052 0.63367559207836166 1.7269068450841576 5.219190973251898 1.182047176058403 4.7091179323761025
leaf_count=1911 176 36 5 79 56 88 33 30 86 34 6 90 27 38 21 13 7 57 628 36 11 22 4 42 365 6 106 353 14 253
internal_value=0.000948563 0.0025428 -0.00197558 -0.0121105 -0.0266876 -0.0159043 0.00285131 -0.00228163 0.0144734 0.00618565 -0.008686 -0.00318673 0.0166776 -0.00222995 0.0332063 0.0504906 0.0294485 0.0533444 0.00157493 -0.000654087 0.00741696 -0.0102738 -0.036158 0.00462456 -0.00144648 -0.0559011 -0.000678305 -0.0169543 0.00821364 0.00151192
internal_weight=213.03 137.866 75.1643 24.2491 15.6613 13.8678 50.9152 11.4591 8.5878 10.3777 6.99224 42.4678 4.62038 3.33521 8.44745 5.07874 3.4966 2.48072 134.017 39.9932 21.7471 18.2461 4.64006 2.4671 13.606 1.51166 19.6604 6.9461 12.7143 11.5322
internal_count=4633 2575 2058 620 358 302 1438 223 262 135 105 1335 71 65 103 82 69 64 2539 1302 827 475 88 52 387 48 816 459 357 343
is_linear=0
shrinkage=0.0905731


Tree=763
num_leaves=31
num_cat=0
split_feature=2 0 1 4 3 0 4 4 3 1 1 1 2 2 1 2 3 3 2 2 3 4 0 4 4 4 0 1 2 2
split_gain=0.115098 0.717447 1.19081 1.7254 1.11779 0.977311 0.945175 1.0925 0.940489 1.21499 1.45659 1.19737 1.16729 0.938912 0.832842 0.616766 1.04293 1.45434 0.799672 0.755191 1.7535 1.14219 0.778362 0.762488 1.15209 1.1597 0.689011 0.789662 0.655006 0.6109
threshold=-0.06828999999999999 86.345209775600011 63.910026677050006 42.283941020600004 0.10487000000000003 92.168410086200012 38.238138001450004 41.873095646600007 0.093325000000000033 62.020040611300011 61.987779113750001 61.950140699950005 -0.053874999999999999 -0.016014999999999998 61.546871980350012 -0.075639999999999999 0.092185000000000031 -0.085394999999999999 -0.079369999999999996 -0.084729999999999986 0.095235000000000028 42.686561923500008 87.345316200150009 42.206017975500011 41.808689985400001 41.184662530950007 86.866770652900016 70.816675614150014 -0.08158 -0.013285
decision_type=2 2 2 2 2 2 2 2 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 13 8 6 -4 -8 9 10 11 12 -2 -3 29 18 17 -17 19 -1 21 23 -23 24 25 28 -20 -28 -21 -14
right_child=1 2 5 -5 -6 -7 7 -9 -10 -11 -12 -13 14 -15 -16 16 -18 -19 26 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0021911081128756647 -0.18043449321650543 0.077092250728894252 0.004649266691015245 -0.016698795572565504 -0.069084607132817458 0.0060032682141783356 -0.11023123538269036 0.030128744742559985 0.023171967457136525 -0.095694091273314949 0.062904843727465284 -0.12563439618978611 0.076911480439575866 0.021903260076255482 0.052149583745345 0.0048872579588019119 0.0029646315268456657 -0.1054726499396548 0.062846836821811164 -0.072139177498928619 -0.11449557775688038 0.030548301470110811 -0.039898555548038034 -0.11098286219635133 0.03647549206748061 -0.12901228907753515 -0.041984903845443955 0.035791699861614998 0.030103269902468463 -0.091896383525809089
leaf_weight=98.558039348242119 0.32546840608119909 6.1309556690976033 2.5270765554159871 4.9002281259745351 2.7765608018962658 37.690159491306076 2.1267132333014165 0.67488687991863106 6.960077889089006 1.7590064115938728 1.9798605968244372 1.055797152337618 0.25662137800827589 5.3182027637958535 1.7927903396775944 1.9325139224529264 6.0574206866995155 2.570572441127295 3.4224403006955963 1.0485130177476092 1.6353771139401931 6.3165587969124299 1.8802842875302301 1.1342931049875913 1.8870153839088741 1.2963568502018459 1.9030351452529428 3.292501417294261 1.2923758187680539 0.86780775053557913
leaf_count=2514 4 57 26 38 61 929 63 45 73 56 12 16 6 48 16 11 62 41 87 29 36 59 30 36 23 22 26 37 17 153
internal_value=0.000917519 0.00387613 0.00894795 0.0310291 -0.0130646 0.000555953 -0.0379733 -0.0764194 -0.00269334 -0.0250918 -0.00531117 -0.0367311 -0.00778481 0.0514566 0.0114774 -0.000782831 -0.0230787 -0.0581113 0.00112112 -0.000994273 -0.0200319 -0.00963272 0.0143884 -0.0392033 -0.0244649 -0.0560809 0.0293613 0.00730348 -0.0156924 -0.0533704
internal_weight=211.37 77.1422 59.3682 16.3494 17.774 43.0188 5.32868 2.8016 14.9974 8.03735 6.27835 4.29849 3.24269 11.4492 2.91722 134.227 10.5605 4.50309 123.667 115.049 16.4908 14.8554 8.19684 6.65855 5.52426 3.63725 8.61798 5.19554 2.34089 1.12443
internal_count=4633 1603 1206 143 397 1063 134 108 336 263 207 195 179 105 175 3030 114 52 2916 2766 252 216 89 127 91 68 150 63 46 159
is_linear=0
shrinkage=0.0961169


Tree=764
num_leaves=31
num_cat=0
split_feature=1 2 0 4 2 4 3 3 4 1 0 3 3 2 2 4 3 3 1 4 1 3 3 4 4 2 1 2 4 1
split_gain=0.11338 0.243027 0.256285 0.287893 0.153377 0.147684 0.134635 0.415457 0.346904 0.289487 0.528631 0.618708 1.26185 0.528139 0.568036 0.705105 0.920258 0.520932 0.431037 0.479162 0.398324 0.370123 0.273667 1.1099 0.965816 1.22044 0.88497 1.30884 0.897627 0.980169
threshold=89.89935142405001 -0.088880000000000001 122.35979489110001 45.044778924400006 0.70681500000000008 41.444941515100005 0.10453000000000003 0.10685000000000001 40.986363433950011 61.966271448700006 86.538778761000017 0.42293500000000012 0.11636500000000001 -0.16164499999999998 -0.031989999999999998 41.11191809080001 0.10990500000000002 0.25799500000000009 67.254468591300011 38.171717059500004 69.633754036750005 0.12001500000000002 0.091510000000000022 41.243661560350013 41.542492784600007 -0.025719999999999996 62.132955852800002 -0.51760499999999998 42.686561923500008 62.678712853250012
decision_type=2 2 2 2 2 2 2 2 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 22 8 -8 21 11 12 -11 20 15 16 -15 -18 -16 -20 -12 -9 -1 -24 25 -25 -26 -28 29 -29
right_child=1 2 -4 -5 5 -7 7 9 -10 10 13 -13 -14 14 18 -17 17 -19 19 -21 -22 -23 23 24 26 -27 27 28 -30 -31
leaf_value=-0.00052617499317325134 -0.10002736339376776 -0.098468340218333616 -0.10111007627689897 0.052783792641134607 0.067998708273407954 -0.0018061719794718351 -0.057020657714747409 0.042255904657474107 -0.0064649979814907915 -0.0064177818953279871 0.098771535009213679 0.016252434956547143 -0.11929668416297985 0.014487401566521601 0.033644843489754661 0.018665181720224071 -0.13823483769319453 -0.036544829721578326 0.024888552120120564 -0.054278000735898807 0.0079203133833609662 -0.0042368405168696386 0.019959436275813165 -0.10823729736357986 0.022437320285879955 0.012959734969913298 0.061947082763105628 0.023774721651611468 -0.099154483741621696 -0.067926697776741415
leaf_weight=126.19749856563794 0.33455611634030902 0.1506971688604597 0.20256642549338721 0.61287653050385416 0.64229675447131629 0.53310688142664731 2.4671156825061216 3.1188834609929499 2.7685397379100323 2.3102253461256654 0.91991339996457699 1.8173355907201765 1.618915961589664 1.1067235036753174 4.3997334763407565 1.8870826370548455 1.1903361129661791 0.81621538350009348 1.464202718343586 1.4752346904715521 0.93560762802371755 3.4845463503152132 29.780142477571644 1.9469811026938262 8.1054505123174732 1.3539777204860026 1.4030180047266183 2.4143915437161914 1.8981769838428588 2.0902743639890105
leaf_count=2863 293 202 100 17 21 29 41 28 27 29 12 10 39 15 35 23 44 21 19 38 32 33 367 38 78 21 27 15 64 52
internal_value=0.000843384 -0.0280121 -0.00307456 0.022933 0.0010237 0.0363386 0.000823145 -0.00504767 -0.0302875 -6.94295e-05 -0.00596097 -0.0310489 -0.052927 0.00419519 -0.00313794 -0.0286216 -0.057284 -0.0968699 0.0142247 -0.0148433 0.0529617 0.0177223 0.00188815 0.00810711 -0.0102647 -0.058525 -0.000252603 -0.0238134 -0.0426056 -0.018777
internal_weight=209.447 1.3007 0.96614 0.763574 208.146 1.1754 206.971 31.7806 5.23566 26.545 19.9415 5.74648 3.92914 14.195 12.3395 5.00036 3.11328 2.00655 7.33917 2.93944 1.85552 6.60343 175.19 48.9924 19.2123 3.30096 15.9113 7.80586 6.40284 4.50467
internal_count=4633 612 319 219 4021 50 3971 446 68 378 317 78 68 239 195 103 80 65 92 57 44 61 3525 662 295 59 236 158 131 67
is_linear=0
shrinkage=0.0980392


Tree=765
num_leaves=31
num_cat=0
split_feature=0 2 2 3 0 1 4 3 1 2 0 1 2 4 2 2 1 2 2 0 4 4 0 1 4 1 0 3 3 0
split_gain=0.106186 0.173555 0.310817 0.251728 0.170931 0.856355 0.618193 0.33336 0.300633 0.938447 0.653364 0.727785 0.549948 0.43054 0.468951 0.298155 0.267724 0.294711 0.407315 0.294157 0.908237 1.23226 0.837464 0.707412 0.533302 0.395894 1.78285 0.814656 0.520847 0.452267
threshold=113.1679565431 -0.013285 -0.045684999999999996 -0.38221499999999997 109.03310793845002 82.299080289250014 44.749265482150008 -0.17949499999999999 81.573196594050017 -0.15962499999999999 104.86330937810001 82.815264250350012 0.20852500000000004 38.983591653800012 -0.10290999999999999 -0.60723499999999997 80.538140213850014 0.063030000000000017 -0.05953 99.013224486300018 40.00488309970001 41.243661560350013 101.80384402570002 78.27445846800002 35.887362732750006 75.424692849750016 96.978061681550017 0.089045000000000027 -0.25587999999999994 97.789976036950009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 8 -6 7 -7 16 15 13 -12 -13 14 -11 -10 19 18 -18 25 24 -22 23 -23 -21 -1 28 -28 -27 -29
right_child=1 -3 -4 -5 5 6 -8 -9 9 10 11 12 -14 -15 -16 -17 17 -19 -20 20 21 22 -24 -25 -26 26 27 29 -30 -31
leaf_value=0.00039708556367519342 0.093083712640393654 -0.097259914024676639 0.081619890921671517 -0.052576546313455597 -0.10477429889291345 0.044939364032256193 0.085697859836268986 -0.096485887263380421 -0.044617406237316963 0.10237894297933586 0.066831799368746683 -0.098863718495477773 0.06924942006409375 -0.10065997679514213 -0.096893442987322914 0.051082131269255038 0.014557482883164889 -0.00025542635519020006 0.077249551737726532 -0.0076631231623283764 0.040178534938774296 -0.066822741903424437 -0.097466644292501042 0.028625707073732548 -0.091658202963110003 0.060371427847433365 0.068546694967377766 0.03165463566696667 -0.10802801030440673 -0.03186029013998197
leaf_weight=170.08425948480181 0.12022702442482103 0.2429702057652311 0.25898239583329985 0.85159478770515307 0.37262179526442141 0.281683805573266 1.3753973257844334 0.31184480331739894 0.35449576134851657 0.21531116962432861 0.74431760201696284 0.70994167040043976 0.22837198000343051 1.7993298531218895 0.20443237014842441 1.5666287359199484 2.7305624019936658 3.9869960588403046 1.3880376443266849 1.0751872219116188 3.8612658460042422 1.0831911137502177 1.2692528308834878 1.8970632636919615 1.7864959187427301 0.19172209408134122 3.7851559836417419 2.7456211061216891 1.0920670544001039 1.5617619559634475
leaf_count=2769 2 144 10 307 26 20 34 167 24 1 18 130 10 147 47 81 33 46 30 44 45 68 82 29 110 8 33 31 107 30
internal_value=0.000725794 -0.0244786 -0.010111 -0.0345565 0.000905499 0.0262209 0.0510119 -0.0293666 0.000615439 -0.020489 -0.0470343 -0.00275091 -0.0579474 -0.0806126 0.00532509 0.0334232 0.0012344 0.0180069 0.0356858 0.000520492 -0.0144574 0.00164635 -0.0333655 -0.0060656 -0.0600997 0.00143626 0.0202866 0.0366527 -0.0828791 0.00862553
internal_weight=208.177 1.47377 1.2308 0.971822 206.703 2.34155 1.96893 0.593529 204.361 5.82283 3.9017 1.68263 0.938314 2.21907 0.419744 1.92112 198.539 8.1056 4.1186 190.433 10.9725 8.11077 4.24951 2.98025 2.86168 179.461 9.37633 8.09254 1.28379 4.30738
internal_count=4633 463 319 309 4170 247 221 187 3923 458 353 158 140 195 48 105 3465 109 63 3356 378 224 179 97 154 2978 209 94 115 61
is_linear=0
shrinkage=0.0942322


Tree=766
num_leaves=31
num_cat=0
split_feature=2 1 2 2 1 1 0 3 3 2 2 2 1 1 2 4 4 2 2 2 1 3 1 0 2 3 3 4 2 0
split_gain=0.111711 0.348388 0.149099 0.562148 0.530135 0.494458 0.88772 0.642915 0.669639 0.516187 0.273595 0.785169 0.638892 1.02199 0.412254 0.831445 0.845035 0.846649 0.769064 0.409536 0.767871 0.418463 0.35191 0.297413 0.285928 0.339804 0.270838 0.499323 0.603957 0.265099
threshold=0.63131000000000015 80.677940036650014 0.075080000000000022 0.11061500000000003 66.859265246100009 62.057679025150001 88.350799540950007 0.11296500000000002 0.10336500000000003 0.12419000000000002 0.048475000000000011 1.0000000180025095e-35 69.545034918450014 61.987779113750001 -0.031989999999999998 41.489621506400006 40.300545846000013 -0.013285 -0.0098449999999999979 -0.0309 64.294476189700006 0.090235000000000024 86.100560085750018 86.692020874450009 0.050115000000000014 0.079470000000000027 0.12140000000000002 40.300545846000013 -0.11534 93.972365491700018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 10 4 -4 -5 -7 8 9 -8 11 14 13 23 26 16 17 -16 19 -17 21 -21 -22 -13 -12 -26 29 28 -28 -1
right_child=1 -3 3 5 -6 6 7 -9 -10 -11 24 12 -14 -15 15 18 -18 -19 -20 20 22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0036350098876374408 0.05713818201065686 -0.049814804736632017 0.004370611914708002 0.028083453801222433 -0.11033612664684767 -0.098254451766285389 -0.10114749785747679 0.042085065011042234 -0.11474371876234229 -0.0029363294587899363 0.063467594358593213 -0.1269605334722779 -0.098743589700807724 0.012317336481891148 -0.018171371966025581 0.048507992513818238 0.075021919508038645 0.062151295669655562 -0.082279378219022828 0.052881661462887426 -0.12480200956958415 -0.010407374867865466 0.01933128728568833 -0.027852740925570142 -0.023379798136308381 0.019881658996409014 -0.0057151137109576738 0.00017246959625238342 -0.088322462006746288 -0.0050122376566818306
leaf_weight=101.40499072071907 0.98026304121594765 0.37348255619508564 0.60541382571682578 3.589613683812785 0.87465613237873185 0.96849100946565059 0.50445905985907025 2.1538474367844165 0.56221197276499957 8.1955603656479052 1.0130279364275327 0.76409549175150349 1.1238331914937587 2.8336476482218131 3.0375311435454933 1.5197371861431728 3.1680177482776344 1.8905157286899319 1.0216735812427939 1.3243355477025041 0.62961482990067441 3.0973067863378674 0.19763504457660019 0.41484760493040085 2.0360757211456058 7.7446470571399004 1.6045061588865794 6.0045472989440896 1.5404031179614301 45.654642417448486
leaf_count=1519 41 35 12 64 42 31 62 30 21 278 57 55 113 30 34 7 58 28 19 27 19 40 63 2 65 80 31 60 39 1671
internal_value=0.000650455 0.0276311 0.000472701 -0.00785855 -0.063416 -0.00271093 -0.0116366 -0.00428826 -0.015072 -0.00863097 0.00124608 0.000359008 -0.0359458 -0.0183576 0.00144258 0.0159049 0.0370517 0.0126423 -0.00607187 0.00543108 -0.00704119 0.00854846 -0.0903677 -0.0920864 0.0158117 0.0108758 -2.82333e-05 -0.015759 -0.0461769 0.000950473
internal_weight=206.834 1.35375 205.48 17.4543 1.48007 15.9742 12.3846 11.4161 9.26223 8.70002 188.026 177.232 5.13642 4.01259 172.095 15.8864 8.09606 4.92805 7.7903 6.76863 5.24889 4.42164 0.82725 1.17894 10.7938 9.78072 156.209 9.14946 3.14491 147.06
internal_count=4633 76 4557 540 54 486 422 391 361 340 4017 3815 200 87 3615 295 120 62 175 156 149 67 82 57 202 145 3320 130 70 3190
is_linear=0
shrinkage=0.0942322


Tree=767
num_leaves=31
num_cat=0
split_feature=4 2 2 4 4 0 3 0 3 2 2 1 4 2 2 4 0 0 3 3 1 1 4 0 2 1 2 4 2 3
split_gain=0.100837 0.319943 0.503126 0.295928 0.229871 0.314321 0.462077 0.263261 0.221299 0.125856 0.581279 1.10634 0.778101 0.846973 0.607746 0.576784 0.922952 1.51751 1.67201 2.21335 0.88571 0.75724 0.817964 0.560755 1.5995 0.958848 0.668127 0.805654 0.678232 0.541134
threshold=32.724174661450007 -0.10771499999999999 -0.056184999999999992 30.518512326550006 34.515670600900002 97.789976036950009 0.11458500000000002 91.886121982450007 0.099465000000000012 -0.064729999999999996 -0.053874999999999999 70.182199495350019 40.099856909850011 -0.059424999999999999 -0.057599999999999998 39.896141435400004 91.437149474700007 93.843319501450011 0.090665000000000009 0.095830000000000012 83.602982482550019 66.235542959850008 39.656620114300004 86.345209775600011 -0.017745 61.993156030000002 -0.0025899999999999999 41.362929270750008 0.050115000000000014 0.088350000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 8 -2 15 11 12 -11 -14 -13 16 21 -18 20 -20 -19 22 29 24 25 -12 -26 28 -28 -6
right_child=4 2 3 -5 9 6 -8 -9 -10 10 23 14 13 -15 -16 -17 17 18 19 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.1041910358202558 -0.015410420562721279 0.075592433256973554 0.03908744420946221 -0.1168673712648335 -0.023904141942021253 -0.10279843449367616 0.06991924729908576 0.078127669436292888 0.056578631491817293 0.085698631895858648 -0.030652145923482175 -0.11882284049853371 0.06231395865478704 -0.025915834376470572 0.0059859261000473158 0.0017357645863771535 -0.12309634993388377 -0.10209990699657726 0.050589861672504087 -0.075944533911889447 0.055982269424896959 0.059399700007450026 -0.080417121447393811 0.0052946867843600759 0.056949864273450321 -0.12077980863262683 -0.050723826800758036 -0.082652691718761828 0.031243738529523526 0.019638725162316843
leaf_weight=0.36720011448960577 0.93988057592650853 0.47697150086173679 0.17730708864291844 0.34352989045737559 4.7552946198557056 0.38712061637897921 0.24192054473678581 1.0813606921583412 0.72861389350146055 2.6983413100242597 3.4551346017397 0.65608037781930761 2.0903827985748644 2.0927235381677751 0.8753031864762304 105.30372443635042 1.6519224017392833 2.5690418200392728 4.0288824041817861 1.9825588607764073 0.39274216262492689 1.8775881225010369 1.3181751519441594 48.833068383790305 2.1140302207350024 1.6892938328674061 1.315373359248041 1.1075632830361426 3.6982557964511216 6.4836119688116014
leaf_count=133 27 33 52 23 122 64 6 12 18 20 36 40 20 26 12 2163 26 134 48 133 86 21 18 985 42 44 28 154 49 58
internal_value=0.000609196 -0.0259489 0.00284472 -0.0637761 0.000786582 0.0261457 -0.0363736 0.0404473 0.0160264 0.00036026 0.00369335 0.0278802 0.0446519 0.0181744 -0.0474851 -0.00144547 -0.0148133 -0.0367432 -0.020846 0.00885912 -0.0811377 0.00132895 -0.00735403 0.000422633 -0.0173594 -0.0602477 0.00943231 -0.00697846 0.00973877 0.0012153
internal_weight=205.733 1.36501 0.997808 0.520837 204.368 3.3789 0.629041 2.74986 1.66849 200.989 70.6256 8.41283 6.88145 4.18311 1.53138 130.364 25.0598 10.6251 8.97323 6.01144 2.96178 14.4347 12.5571 62.2127 13.3797 5.14443 8.23522 6.12119 5.01363 11.2389
internal_count=4633 241 108 75 4392 127 70 57 45 4265 1456 118 66 46 52 2809 646 427 401 181 220 219 198 1338 353 80 273 231 77 180
is_linear=0
shrinkage=0.0980392


Tree=768
num_leaves=31
num_cat=0
split_feature=4 2 1 4 4 4 3 4 3 3 4 3 2 2 0 2 2 0 2 3 4 4 3 0 0 4 3 3 1 2
split_gain=0.404252 0.398318 0.356305 0.312141 1.68866 2.16438 1.2938 1.29237 1.17094 1.39864 1.06287 0.954903 1.18896 1.43028 1.48626 1.9148 1.31628 1.10732 1.08529 0.949173 1.80011 0.909472 0.847117 0.845217 1.218 1.4908 0.833104 0.980378 1.11281 0.760461
threshold=31.914316944300001 -0.10771499999999999 90.937096262400004 41.489621506400006 41.542492784600007 41.559097512700014 0.088145000000000015 43.521589032450009 1.0000000180025095e-35 -0.222165 43.735142172100005 0.10176000000000003 -0.14008999999999996 -0.088039999999999993 86.624809421150005 -0.097799999999999984 -0.083330000000000001 86.345209775600011 -0.06828999999999999 0.083745000000000028 43.968221017800005 43.426369480700011 0.085715000000000027 86.780739992750014 86.036037090600004 41.873095646600007 0.082535000000000011 0.081515000000000018 62.057679025150001 -0.098419999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 -5 -6 7 8 9 -7 11 12 -8 14 15 -14 -15 -18 -19 26 -21 -10 -22 24 25 -13 27 -9 -29 -11
right_child=2 -3 -4 4 5 6 10 19 21 29 -12 23 13 16 -16 -17 17 18 -20 20 22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0021327930510286457 0.00019118475168807933 0.0001125404509455947 -0.00088341699524994868 -0.001534560282486039 0.0022578520405273834 0.00039719826549348443 0.00041121694242250099 2.3560621314650839e-06 0.00048299976203973889 9.7191880777322168e-05 0.00057388297351660333 0.0014929505270312956 0.00087793188452894497 0.00034365880818661149 -0.0028608399642952487 -0.0022905069732009906 -0.0023891970200919138 -0.0015856620180282116 0.00013596338779210663 -0.002790141929553016 -0.0021842825202591414 0.0018026427245818144 0.00039060191422118267 0.00047661323144632703 -0.0018968010537385549 -0.0010116273676954869 0.00085581317465253579 0.0013941820647449695 -0.0025528967652112002 -0.0020700910915068117
leaf_weight=0.60864300162393192 135.5047392648994 0.60639344147784757 1.3494387684258971 2.5195145206525913 1.7409047782421101 4.3141611850587651 3.5772623273078343 20.75112834834 35.311405831249431 0.91786920253071036 5.4259638871881171 1.6409767717123016 1.4189660390838983 4.761355779133738 2.3136931764893234 1.5176180955022598 1.6576165234437219 2.3919873293489227 3.4213152534794053 1.3895007031969715 0.60964403150137547 2.1289280112832776 2.5291367747704498 7.6351184023078531 1.7241666810587046 2.0616913666017354 4.067013881285674 0.35898300539702077 1.1685238082427529 1.9339665523875726
leaf_count=129 1788 93 499 32 17 81 41 676 386 26 97 6 11 31 48 31 48 29 42 49 85 11 26 70 26 52 32 11 76 84
internal_value=0.000116118 -0.0010122 0.00012147 0.000126793 5.36467e-05 8.79153e-05 5.50742e-05 0.000205598 0.000419053 -0.000307103 -0.000232214 -0.000360398 -0.000618725 -0.000829471 -0.00168552 -0.000759508 -0.00046204 -0.000975527 -0.00057243 -0.000102798 -0.000932065 0.000558037 -0.000109517 5.61042e-05 -0.000535518 9.83706e-05 3.97357e-05 -0.000109241 -0.00162528 -0.00137255
internal_weight=257.358 1.21504 256.143 254.793 119.288 116.769 115.028 75.4803 44.6063 7.166 39.5477 34.1218 21.0598 17.4826 5.25028 2.93658 12.2323 7.47092 5.8133 30.8739 4.52828 37.4403 3.13878 13.062 5.42683 3.70267 26.3456 22.2786 1.52751 2.85184
internal_count=4633 222 4411 3912 2124 2092 2075 1543 588 191 532 435 281 240 90 42 150 119 71 955 160 397 111 154 84 58 795 763 87 110
is_linear=0
shrinkage=0.00196078


Tree=769
num_leaves=31
num_cat=0
split_feature=1 0 0 0 4 3 0 2 0 0 1 0 2 4 4 2 1 2 1 3 3 3 1 1 2 3 1 3 1 3
split_gain=0.380269 1.25522 1.5517 0.863697 0.666114 1.09598 0.727897 0.817489 0.650778 1.53125 1.20636 0.759251 0.716529 1.13375 2.57799 0.866626 0.824999 0.799147 0.652132 0.596495 1.38216 1.38208 1.46765 1.31224 1.35905 0.933841 0.725164 1.19515 0.962107 1.15426
threshold=66.859265246100009 90.321439350550008 91.886121982450007 89.861713010250014 38.396531328800009 -0.12193999999999999 81.90387694410002 -0.23455499999999999 91.886121982450007 90.60910437050002 67.606656606400023 89.237990724000014 -0.059424999999999999 38.238138001450004 35.119813570500007 -0.016014999999999998 71.053259929650025 -0.068964999999999985 83.116371560950014 0.083555000000000032 0.084065000000000015 0.076615000000000016 71.658163008950012 87.143681840350013 -0.075639999999999999 0.078385000000000024 69.999384342500022 0.085175000000000015 75.28220456885002 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 -1 7 -7 9 10 -2 -12 13 14 -10 16 -14 19 -16 21 -21 22 -15 24 -23 -25 -22 -28 29 -29
right_child=8 2 -4 -5 -6 6 -8 -9 12 -11 11 -13 15 17 18 -17 -18 -19 -20 20 26 23 -24 25 -26 -27 27 28 -30 -31
leaf_value=-0.001518770708261101 0.0016660167867749158 0.0013111532798836003 -0.00070121443027309897 -0.00082942027145995758 0.00010702541014941993 0.0014546857840011718 0.00090939131119446349 -0.001646770764371392 0.00066143754251697044 -0.0019176119174313833 -0.0026537910325828184 0.00026451299660783386 0.0013141767211604614 -0.0016186611257367714 -0.0023010294890498865 4.2665129054695132e-05 0.00030461113932236781 -0.0014650566462951528 0.00035723255608065095 0.0021870998616687087 0.0009484566546605909 -0.0019621476548143525 0.00055677104924868387 -0.0020213888586420314 0.0018481559844967339 0.00143708466750438 -0.0018847981138563213 -0.0014420037773038852 0.00042435125912980356 1.5839231977201542e-05
leaf_weight=0.89437299600103948 1.2933923304080956 7.0015464406460506 1.8657296884339301 3.5391330318525425 122.0474347234267 0.49940410116687206 10.576795152854173 0.94509448904136584 2.3711369166594514 2.1537347959238105 0.58941960045194697 0.81903279683319852 4.6876429338008156 1.422844993066972 3.058963668707293 27.17009827088259 9.2586783558363077 1.3864869595563494 0.40136855922537495 1.2846045084297646 3.5257268464192775 3.7985005913360452 7.3591980764031177 0.409023872722173 0.3975633308291483 1.1278699242975561 1.2304988356190758 2.7457322808913913 14.711628346574797 8.7173004962969554
leaf_count=88 9 63 40 35 1470 16 94 97 153 70 37 28 32 56 155 664 160 47 78 11 26 296 243 73 2 65 27 92 287 119
internal_value=0.000109238 0.000172551 0.000887739 0.000126763 0.000151837 0.000575287 0.000731083 -0.000574509 1.5859e-05 -0.000684319 0.000298782 -0.000956761 5.16216e-05 -9.69908e-05 -0.000913496 0.000246614 0.000643947 1.96445e-06 -0.00199269 4.54908e-05 0.00019419 -0.000284542 0.000204313 -0.0010334 -0.00160113 0.000516658 0.000111422 3.73562e-06 9.25176e-05 -0.000333357
internal_weight=247.29 147.37 8.86728 138.502 134.963 12.9157 12.0213 1.4445 99.9204 4.85558 2.70184 1.40845 95.0649 53.9484 5.83147 41.1164 13.9463 48.117 3.46033 46.7305 32.2155 14.515 8.78204 5.73296 4.19606 1.53689 30.9309 27.4052 26.1747 11.463
internal_count=4633 1903 103 1800 1765 295 207 113 2730 144 74 65 2586 1730 386 856 192 1344 233 1297 562 735 299 436 298 138 551 525 498 211
is_linear=0
shrinkage=0.00196078


Tree=770
num_leaves=31
num_cat=0
split_feature=4 4 0 2 3 0 1 1 4 4 0 0 1 2 2 4 4 4 4 3 4 1 3 2 2 2 4 4 4 2
split_gain=0.0977587 0.444926 0.396454 0.442509 0.342211 0.2725 0.215451 0.446721 0.327324 0.206941 0.846171 0.623781 0.593503 0.469133 0.439865 0.569785 0.487985 0.714336 0.591246 0.513427 0.350603 0.406002 0.327666 0.373684 0.323818 0.299775 0.253199 0.679318 0.210352 0.920481
threshold=49.064150740050003 48.823707093150006 71.144667506050013 -0.15734499999999998 -1.0000000180025095e-35 110.78598263955001 87.143681840350013 55.855406118200008 49.960114208400007 44.578137159850009 105.7585659356 71.144667506050013 83.75622459600001 -0.61402999999999996 -0.237895 44.908704241950012 48.393869453650005 47.927946529500012 45.921757303800007 0.083070000000000019 45.044778924400006 79.328334055150009 -0.225495 0.20852500000000004 -0.17605999999999999 0.22387500000000005 45.711398460000005 47.309807198350008 43.182896969600009 -0.14704500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -2 6 -3 -5 7 -4 -9 12 11 -11 28 -13 -15 -16 17 18 19 20 21 -17 24 -24 -14 -25 -12 -28 -1 -30
right_child=2 4 3 5 -6 -7 -8 8 -10 10 26 13 22 14 15 16 -18 -19 -20 -21 -22 -23 23 25 -26 -27 27 -29 29 -31
leaf_value=0.00058515324074677249 -0.10650721824157888 -0.0012336699454906976 0.042732308579249603 -0.097588460924304815 0.062106303128639885 -0.00049015703426554924 0.050023652251808354 -0.10219055788442499 -0.0022436532493996827 0.082714249598964132 0.089293389358386988 0.085430468109535987 0.070189759857585229 -0.1049515169343619 -0.10562146390477939 -0.095875511261696175 -0.080305722497968954 0.08588588193149585 -0.082051674759622148 -0.051134365905222356 0.076992170443777361 0.099394875615164108 -0.097752160158363591 0.093575797052609766 -0.097924671341720684 -0.098048873448052229 -0.058988453154355323 0.057765050807422613 0.063907664691651322 0.0031612469701620934
leaf_weight=166.16101565515783 0.36917667975649138 1.2801284485030922 1.0191632295027382 0.62181770114693768 1.854943701182491 0.43703101980645442 0.96330316909006786 0.48192377400118835 0.73429889953695238 0.41273289305899918 0.56601324904477257 0.26825208077207197 0.32344362410003669 0.84880328480357903 0.80160668047028671 0.27258287463337294 0.94653377681970585 0.64256283547729243 1.0225596781529018 0.86450514793978062 0.86627011152449995 0.14476026594638824 1.1467857269230974 0.18752602068707358 0.1484273690293777 0.11817551607236965 0.67315430048620317 1.2915827279939547 2.5317040054214912 17.706118159352627
leaf_count=2662 16 20 10 173 27 50 41 25 30 18 9 4 30 150 38 64 18 7 44 19 27 1 555 2 54 59 43 46 72 319
internal_value=0.00070995 0.00102155 -0.0128326 -0.00470997 0.036243 -0.0575119 0.0127688 -0.00328551 -0.0418472 0.000463714 -0.0130157 -0.0297098 0.00115241 -0.0366577 -0.0417669 -0.0321233 -0.0197453 -0.00471283 -0.0230734 0.00500182 0.0428092 -0.0281437 -0.0509116 -0.0730746 0.0173092 0.0194992 0.0337612 0.0177632 0.00168992 0.0107605
internal_weight=205.707 201.08 4.62671 4.25754 3.13507 1.05885 3.19869 2.23539 1.21622 197.945 9.62192 7.09117 188.323 6.67844 6.41018 5.56138 4.75977 3.81324 3.17068 2.14812 1.28361 0.417343 1.92436 1.45249 0.471871 0.305702 2.53075 1.96474 186.399 20.2378
internal_count=4633 4288 345 329 47 223 106 65 55 4241 488 390 3753 372 368 218 180 162 155 111 92 65 700 616 84 61 98 89 3053 391
is_linear=0
shrinkage=0.0942322


Tree=771
num_leaves=31
num_cat=0
split_feature=0 0 0 0 3 3 1 3 3 4 0 0 3 1 2 3 3 0 3 3 3 1 3 3 4 1 3 2 4 1
split_gain=0.610273 1.16347 1.03133 0.844895 0.789314 0.922004 0.731733 1.12786 0.71285 0.757157 1.40736 1.4068 1.50458 1.08038 1.28412 0.907713 1.39926 0.708253 0.656442 0.8006 0.937227 2.17932 1.562 1.54183 0.952192 0.781481 0.722365 0.714729 0.644704 0.994905
threshold=93.972365491700018 96.631250582750013 93.843319501450011 97.789976036950009 0.10336500000000003 0.095235000000000028 69.873026810350026 -0.10696499999999999 0.094385000000000011 43.61821939175001 96.082805124100005 95.44832900530001 -0.20885999999999996 71.397382570300024 0.063030000000000017 0.090465000000000031 0.08674500000000003 85.705356740550016 0.12001500000000002 0.10087500000000002 -0.15544999999999998 61.993156030000002 1.0000000180025095e-35 0.083905000000000021 38.060777288450005 59.98487780655001 0.087125000000000022 -0.23557500000000001 38.474425342400004 64.730006406800015
decision_type=2 2 2 2 2 2 2 2 2 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 6 -3 5 8 17 -8 9 13 11 12 -11 15 -15 16 -2 18 19 20 27 22 24 -24 -22 26 -25 -1 29 -19
right_child=1 3 -4 -5 -6 -7 7 -9 -10 10 -12 -13 -14 14 -16 -17 -18 28 -20 -21 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012584851119688534 -0.00014142876784777178 0.00042944248527984727 0.0012543623603709299 -3.9570156111865319e-05 0.00098590078845474057 -0.0021350495615896402 0.00069542126579120284 -0.0015186099540805528 0.0012012753726143948 0.0012721737860425999 -0.0026021374748574563 0.0013297207430402313 -0.0020136788478122996 -0.0023167502773807237 1.6126545122766315e-05 0.00062567275828424244 -0.0022209599141848101 0.0015729610651246087 -0.001353780013938556 0.00064917637818552945 0.00052593733720452545 -0.0019452068142430045 0.0012016378852800617 0.00048584434798868765 -0.0022142506030326582 3.5018933673742381e-05 -0.0022222188491122447 0.00057341802479124427 0.00020094901563649879 0.00037663838933357389
leaf_weight=0.91712444426957507 4.0979184495518108 22.432843598769978 3.4358340544858939 43.213495202166087 1.4783223730046291 1.242040991783141 1.418660835712217 2.34983415940951 1.0221498236060131 0.88051133928820524 0.65756249707192171 2.9621840370818973 1.3684339880710457 2.8297702476847908 1.3351828081358688 2.5615392839536071 1.786285677924752 3.3279249817132976 1.4546990767121304 5.8396883378736666 0.65938648868177852 2.9696112558885934 3.9296532033476961 0.53646379802376021 1.8709445088607024 6.1680308515205979 1.2877769488841293 7.6403819078550494 110.31740392744541 13.57393361115828
leaf_count=52 47 164 35 1746 33 45 23 98 6 18 11 22 168 68 10 39 59 31 30 62 57 212 51 13 176 64 55 201 926 111
internal_value=0.000121798 -1.05716e-05 0.000191156 0.000120702 -0.000398371 -0.000497023 0.000168917 -0.000685132 -0.000392698 -0.000480865 0.00010094 0.000442026 -0.000727196 -0.000751623 -0.00156889 -0.000348595 -0.000772718 0.00018897 -6.57253e-05 -6.83821e-06 -0.000154298 -0.000415312 -0.000100954 0.00019602 -0.00150018 -0.000298424 -0.00142584 0.000377089 0.000255585 0.000612191
internal_weight=255.566 87.8682 167.697 65.6463 22.2219 20.7436 164.262 3.76849 19.5015 18.4794 5.86869 5.21113 2.24895 12.6107 4.16495 8.44574 5.8842 160.493 33.2738 31.8191 25.9794 17.4219 14.4523 11.9219 2.53033 7.99227 1.82424 8.55751 127.219 16.9019
internal_count=4633 2436 2197 1910 526 493 2162 121 448 442 219 208 186 223 78 145 106 2041 973 943 881 628 416 183 233 132 68 253 1068 142
is_linear=0
shrinkage=0.00196078


Tree=772
num_leaves=31
num_cat=0
split_feature=2 1 2 2 2 4 1 3 3 4 4 4 2 4 3 0 2 2 1 1 2 4 0 4 2 2 1 3 1 3
split_gain=0.107473 0.293008 0.152934 0.637461 0.500634 0.770746 0.692622 0.467052 0.912608 0.692608 0.681341 0.475515 0.478014 0.347584 0.645336 0.342347 0.221383 0.625762 0.612506 0.863287 0.345157 0.740971 0.779195 0.704407 0.67473 0.343288 0.661452 0.351162 0.338362 0.297034
threshold=0.63131000000000015 80.677940036650014 0.15684000000000003 0.12616000000000002 0.075080000000000022 33.672706184800013 66.859265246100009 0.091510000000000022 0.090235000000000024 36.859113051050009 39.427119987250002 35.887362732750006 0.22387500000000005 43.968221017800005 -0.10696499999999999 90.490812212800009 0.048475000000000011 1.0000000180025095e-35 69.545034918450014 61.987779113750001 -0.031989999999999998 41.489621506400006 86.538778761000017 40.300545846000013 -0.0098449999999999979 -0.0309 64.294476189700006 0.090235000000000024 86.100560085750018 0.091885000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 16 -6 -7 8 11 -9 -11 -4 -13 14 -14 -12 17 20 19 -19 -1 22 -22 -24 25 -23 27 -27 -28 -18
right_child=1 -3 7 -5 5 6 -8 9 -10 10 15 12 13 -15 -16 -17 29 18 -20 -21 21 24 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.00017920807067540786 0.057099155197921157 -0.046390774027775243 0.064297774559309032 0.064734418519478976 0.1041291306675963 -0.0039510279986245843 -0.10981935261201158 -0.067668824220572785 -0.12129715391607614 0.049337734273920249 -0.054037098661444377 0.027403304783980873 -0.0087225893816416586 0.031794716775061183 -0.10930624872165856 0.01317342113347846 0.021976346503012872 -0.088749186841212052 -0.098960163243420024 0.012787166069312692 -0.02072031246482809 0.046799739591806881 0.028177258583625301 0.097594340910309441 -0.081504536890354209 0.05107672966588523 -0.12720241300139917 -0.0099195028235719972 0.022107689329837803 -0.023623388268873058
leaf_weight=155.78390881471364 0.95701849390752503 0.36258086885936791 0.6479589451901101 1.5103018491790852 0.31049397434253423 1.1202399731846528 1.2643466299323334 1.0375266494838795 0.90289522317470972 3.319516157880571 1.2608540487417488 1.1490270187132408 1.1621264570421772 0.45150302193360392 1.297748631510331 1.7250644444720817 9.0840597543246968 1.1183029445019195 1.0780304974323369 2.8713803232531063 1.7619560600141975 1.4736738705541936 3.8792112797445952 2.2029532277956605 0.99512996029079648 1.2836129741917828 0.58585558808408666 3.0936007420532405 0.19425274524837732 1.6175172037110304
leaf_count=3320 41 35 43 36 4 28 114 38 22 36 30 33 34 13 79 30 165 57 113 30 28 7 45 47 19 27 19 40 63 37
internal_value=0.000774859 0.0286637 0.000594619 0.00129297 0.000787924 -0.0411655 -0.0600841 -0.0097143 -0.0310095 0.00655884 0.0187726 -0.0136956 -0.0261418 -0.0472743 -0.0617872 -0.0152073 0.00139249 0.000561501 -0.0333905 -0.0156733 0.0015662 0.0155331 0.036689 0.05332 -0.00622755 0.00506946 -0.00685472 0.00796757 -0.0900231 0.0150841
internal_weight=205.503 1.3196 204.183 191.229 189.719 2.69508 2.38459 12.9542 5.61126 7.34296 6.30543 4.70836 4.06041 2.91138 2.45988 2.98592 187.023 176.322 5.06771 3.98968 171.254 15.4702 7.84412 6.08216 7.62613 6.631 5.15732 4.37721 0.780108 10.7016
internal_count=4633 76 4557 4199 4163 146 142 358 224 134 96 202 159 126 113 60 4017 3815 200 87 3615 295 120 92 175 156 149 67 82 202
is_linear=0
shrinkage=0.0980392


Tree=773
num_leaves=31
num_cat=0
split_feature=0 0 0 3 3 1 3 3 4 0 0 3 3 2 0 1 0 1 0 1 4 4 1 3 4 4 0 0 3 1
split_gain=0.535694 0.980153 0.932581 0.825425 1.05953 0.717728 1.10084 0.680199 0.656018 1.24282 1.25383 1.23504 1.12518 2.21632 0.765068 0.738362 0.643832 0.708486 0.583223 0.572127 0.819279 0.699739 1.16351 0.648096 0.882706 0.558078 0.540871 1.3046 1.20788 1.43439
threshold=93.972365491700018 93.843319501450011 96.631250582750013 0.10336500000000003 0.095235000000000028 69.873026810350026 -0.10696499999999999 0.096915000000000015 43.61821939175001 96.082805124100005 95.44832900530001 -0.20885999999999996 0.090465000000000031 -0.047144999999999999 94.940210418650011 69.999384342500022 93.501885318850015 69.165962322050021 97.789976036950009 78.196493182200015 42.081757894750005 40.806664626150003 72.62331947780001 0.088350000000000026 39.955516828000007 49.960114208400007 87.261973998100004 86.866770652900016 0.094595000000000026 62.116825104000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 8 16 -7 -8 12 10 11 -10 13 15 -14 -2 17 26 -4 20 21 22 -20 24 -24 -22 27 -1 29 -29
right_child=2 -3 18 -5 -6 6 7 -9 9 -11 -12 -13 14 -15 -16 -17 -18 -19 19 -21 25 -23 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00014384223902010184 -0.00022098672036666205 0.00115612670804081 0.00035260866482368186 0.00096229703930306718 -0.0021666837638951233 0.00071894840652345429 -0.0022537634798491029 -0.00023771439977514434 0.0012754520344128678 -0.0025093346423212641 0.0014121681328551133 -0.0020050913599940425 0.0008830873165484197 1.2297558610579499e-06 -0.00081202325476104195 -0.0022389748021751235 0.0013460770022010338 -0.00083768602348763678 0.00074667230353125307 0.00010056862512682283 -0.0020895944787807396 0.00038952145353068023 -0.0020507957426839441 -0.0018407033498696824 0.0014910471872760654 0.00028916186428677146 0.00033719121390571511 -0.0025587782810958413 0.00035041637796208799 -0.00022967113281745983
leaf_weight=102.85885534703266 0.84364071488380865 3.752542999922297 22.153242461849004 1.6480559522169631 1.3384420932270575 1.4266824779333545 1.5507198578998207 1.0997018727939574 0.73962184693664279 0.56436076201498497 2.7483705861959606 1.0935799566505002 2.7096997564658514 4.6912984465016097 1.6452125813812015 4.0130645052995533 1.7499554101377714 2.7430469286628059 1.56249415874481 30.997948768193964 1.5880466028465883 4.583404001314193 0.47486500936793186 2.4672854710370302 0.62870457395911217 0.49812971905339498 49.60213457478676 2.0684375762939444 2.3552383929491043 1.9991137851029632
leaf_count=1483 9 35 164 33 45 23 80 18 18 11 22 168 40 48 17 115 16 23 8 1444 84 40 45 90 7 28 461 31 14 13
internal_value=0.0001014 0.000165063 -2.38966e-05 -0.000372461 -0.000480359 0.000142854 -0.000669755 -0.00141727 -0.000361872 0.000236228 0.000574429 -0.000681526 -0.000583249 -0.000959972 0.000242703 -0.00188844 0.000163133 0.000150325 9.43521e-05 -3.93186e-05 -0.000406703 -0.000167336 -0.000664535 -0.00128204 -3.30047e-05 -0.0015216 0.000167382 9.03075e-05 -0.000767034 -0.00141407
internal_weight=258.196 171.206 86.9895 22.0353 20.3873 167.454 4.0771 2.65042 19.0488 5.14593 4.58157 1.8332 13.9029 9.548 4.35491 4.85671 163.377 161.627 64.9541 42.8009 11.8029 9.71675 5.13335 3.57086 1.10357 2.08618 158.884 109.282 6.42279 4.06755
internal_count=4633 2197 2436 526 493 2162 121 98 448 219 208 186 229 172 57 124 2041 2025 1910 1746 302 190 150 142 52 112 2002 1541 58 44
is_linear=0
shrinkage=0.00196078


Tree=774
num_leaves=31
num_cat=0
split_feature=1 0 3 1 1 3 3 4 3 2 4 0 2 2 1 0 1 1 4 2 2 2 2 2 0 0 0 1 4 3
split_gain=0.11259 1.1552 1.10318 0.573281 0.556418 0.390963 0.374238 0.298342 0.659423 1.24398 0.52424 0.559144 0.621208 1.0226 1.27553 0.625622 0.528629 0.874891 0.768902 1.37976 0.577314 0.512937 0.55536 0.512317 0.486858 0.462843 0.575557 0.410964 0.409098 0.36833
threshold=71.053259929650025 95.550490414250007 -0.089139999999999997 70.816675614150014 70.348883899450016 -0.222165 0.078095000000000012 40.806664626150003 0.098510000000000028 -0.0309 42.527280425250005 96.082805124100005 -0.15962499999999999 -0.092084999999999986 89.541786492700012 106.97912592680002 75.28220456885002 75.981203682750007 41.835830569250014 -0.081844999999999987 -0.07490999999999999 0.17437500000000003 0.70681500000000008 0.063030000000000017 100.53758024625002 102.90611185915002 104.86330937810001 80.538140213850014 40.890797847750008 0.09803000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 -1 -2 -6 8 21 -10 16 -12 15 14 -14 -13 23 -18 19 -19 -21 29 -23 -9 -11 -20 -27 -15 -22 -3
right_child=1 7 -4 -5 6 -7 -8 10 9 24 11 12 13 27 -16 -17 17 18 25 20 28 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0017981838075505924 -0.036430134425345512 0.00095453214422171098 -0.099803663219813099 0.040542377625594858 0.012908877889308395 0.044941470595023021 -0.099722663771576944 -0.044124706013205256 -0.10295261029296962 0.050995900904267331 0.045172732748007698 0.05242436372872436 -0.10621391636432488 -0.029799935978558144 0.040485245932879159 -0.06074385166384258 0.092101047436902381 -0.067666211189357478 0.077310341437914348 0.092741315958712017 0.051050893458313137 -0.10178283847083686 0.05617174273877542 0.027031820273677998 -0.035821189934204106 -0.10317677594580911 0.051577176300985274 0.013561853585711495 -0.026153635643706111 0.059535130544595513
leaf_weight=142.56405138443733 1.3460849730763587 16.657150461644971 2.1321639360685358 3.5126083123614071 0.40490067528298712 0.91717153106583271 0.83369805080292281 1.9859134787693649 1.7688241567366274 1.0832547107711428 1.8332933504134405 2.2185991492588069 2.2172739468805935 3.4095168907952029 0.72713271453176265 0.56653951025873528 1.8158175321295846 1.9731319235443132 2.4385007130913441 1.0392245880211706 1.1333522051572802 0.83628761342879332 0.27269595085817855 1.7660767342895267 1.3287172039463255 0.33460949128493656 0.65988490812742384 4.9520205416702083 1.4393450448442306 1.0543469218773669
leaf_count=2203 35 545 300 35 22 29 85 30 130 22 18 57 205 69 59 72 27 97 21 9 14 112 13 15 43 14 75 214 49 14
internal_value=0.000766518 -0.00282432 -0.0501924 0.00217801 0.0012409 -0.00345476 -0.0629032 0.00106649 -0.00719922 -0.0417288 0.00729789 -0.00476014 -0.0112566 -0.0212731 -0.069986 0.0294042 0.0204625 0.0312308 0.0189744 -0.00302965 0.0322802 0.000471218 -0.0629422 -0.010631 0.00316974 0.0547721 -0.000491635 -0.00411943 0.00785733 0.00444177
internal_weight=205.222 57.9069 4.39542 147.315 143.803 2.26326 1.2386 53.5115 23.0013 4.1808 30.5102 15.9244 14.0911 11.3059 2.94441 2.78514 14.5859 10.8339 9.01805 5.58505 3.61192 18.8205 1.10898 3.75199 2.41197 3.433 0.994494 8.36154 2.5727 17.7115
internal_count=4633 2288 364 2345 2310 64 107 1924 879 195 1045 694 676 547 264 129 351 306 279 169 72 684 125 45 65 110 89 283 63 559
is_linear=0
shrinkage=0.0961169


Tree=775
num_leaves=31
num_cat=0
split_feature=4 0 2 2 0 1 4 1 2 2 2 0 4 2 2 2 2 4 4 0 1 1 0 2 3 0 1 0 2 2
split_gain=0.414697 0.840095 0.681619 1.40674 1.81592 2.82889 2.68328 1.66935 1.43802 1.38186 1.28558 2.49371 1.27159 1.18009 1.17848 0.839546 1.12075 0.874261 0.994901 0.931687 0.815987 0.728656 1.28315 1.45845 1.14969 0.766683 3.10378 1.84415 0.709206 0.683131
threshold=42.081757894750005 103.57284947555002 -0.064729999999999996 -0.086139999999999994 86.264556031700025 62.907231794400012 41.542492784600007 65.644082171150004 -0.079369999999999996 -0.053874999999999999 -0.043559999999999995 95.44832900530001 40.00488309970001 -0.076544999999999988 -0.072755 -0.14510999999999999 -0.16533 38.983591653800012 36.859113051050009 85.769879735700016 57.027573863050009 75.424692849750016 93.72771580185001 -0.101255 0.091885000000000022 85.683849075550015 61.076391807500009 85.866664228400012 -0.24275499999999997 1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 6 13 -5 -7 -9 -4 11 -11 14 -6 -10 16 17 18 -1 20 -19 22 25 24 -24 26 -17 -27 -21 -12
right_child=-2 -3 9 4 5 7 -8 8 12 10 29 -13 -14 -15 -16 21 -18 19 -20 28 -22 -23 23 -25 -26 27 -28 -29 -30 -31
leaf_value=1.2618138919458509e-05 -7.0263126335069657e-06 -0.0010042215065456869 0.0010318601488379093 -0.00038361621951384057 -0.00288636883303884 0.0018100286434243338 0.0017599997431853368 -0.0016738945555850311 -0.0019766422857710746 -0.0019140284500313829 0.00060319873380105106 0.00057634754247747879 0.00091860877423926939 -0.00098482228593434304 0.00041012546416818122 0.0013832314253253528 -0.0014829637976183203 0.0021223976820453918 -0.0018339776668979974 0.00032376205768766211 -0.0022146870574317849 0.00098720156231058877 -0.00094253478354448036 -0.0021767639276000809 0.00087105606306681581 0.0016430572432999326 -0.001706903409194418 0.00031933878979866837 0.0017973198510063734 0.00013942134131568771
leaf_weight=3.1605015785899022 87.807647337376693 2.3438275074486219 9.2366261947900039 6.8167917371029052 2.5594076476991177 1.4234406799077977 3.3475866913795471 2.696503958635728 1.6666108563076685 2.996575664728879 19.734226535307243 3.1931910309940577 3.1524810548871756 2.4615367278456679 1.5214305360568716 2.3262577438727012 2.1081750619923705 0.20680430531501659 1.7389514209935439 7.9561937493272099 0.86177595186745748 6.2078759087016797 2.6377716576680541 1.55104529717937 2.7396927290828899 4.9266860783100155 2.7002509764861315 22.645158931612968 1.4910718351602561 32.029466125008184
leaf_count=175 2058 634 74 42 34 9 27 61 33 28 176 16 20 15 33 23 70 1 64 114 111 52 39 48 24 16 40 130 17 449
internal_value=0.000101061 0.000160964 0.00017846 6.58178e-05 -0.000321552 -0.000744324 0.000322373 -0.000163627 -0.000474502 0.000327504 0.000215244 -0.000629288 3.55776e-05 -0.00195413 -0.000837604 0.000222863 -0.000142064 4.13151e-05 -0.00064279 0.000360047 -0.00137532 0.000362687 0.000264604 -0.000501699 -1.85525e-05 0.000427475 -0.000276795 0.000555868 0.000556335 0.00031623
internal_weight=246.246 158.438 156.094 88.904 25.6458 15.4814 10.1644 10.4605 9.03703 67.1901 57.9535 6.18977 6.34052 5.02094 3.18804 63.2582 17.5235 15.4153 4.89945 10.5158 1.06858 45.7347 39.5269 6.92851 5.37746 32.5984 5.02651 27.5718 9.44727 51.7637
internal_count=4633 2575 1941 1198 274 205 69 156 147 743 669 44 86 49 66 924 552 482 239 243 112 372 320 111 63 209 63 146 131 625
is_linear=0
shrinkage=0.00196078


Tree=776
num_leaves=31
num_cat=0
split_feature=0 0 0 1 3 3 3 0 0 4 0 4 4 3 0 0 1 1 4 2 0 1 0 3 0 1 4 0 0 3
split_gain=0.518181 0.929429 0.812819 0.758178 0.900503 0.743645 0.999834 0.700444 0.919921 1.1101 1.50702 1.17178 2.24306 0.998559 0.853707 1.53125 0.992868 1.35284 0.891424 0.825801 0.73113 0.822413 0.698243 0.658047 0.648279 1.22783 0.644543 1.43235 1.29249 1.46897
threshold=93.972365491700018 96.631250582750013 93.843319501450011 69.873026810350026 -0.10696499999999999 0.10336500000000003 0.095235000000000028 85.990333302400003 85.931187223550012 41.873095646600007 85.823648898300021 41.16018805045001 40.806664626150003 0.10876000000000002 85.431134011250023 85.619326080400015 61.076391807500009 61.917879202350001 48.393869453650005 -0.08725999999999999 85.121961326250016 61.546871980350012 97.789976036950009 0.094385000000000011 85.662341410450011 58.613764160050003 43.61821939175001 96.082805124100005 95.44832900530001 -0.20885999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 7 -5 6 23 8 9 11 13 12 20 14 16 -16 18 -18 -11 -19 21 -1 -3 26 25 -13 -2 28 29 -28
right_child=1 22 -4 4 -6 -7 -8 -9 -10 10 -12 24 -14 -15 15 -17 17 19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00016558716073484652 -0.0006856150186207821 0.00040520873403177574 0.0011251874735824802 0.00055970085366538079 -0.0014327911398850739 0.00099825746571251977 -0.0021522221363234305 0.00028499352476695313 -0.0010569584666865856 -0.0015936436991103903 -0.0022679757004087681 0.0015094927409709949 -0.0025933948121940778 -0.0021801858850515449 -0.0021948410433857268 -0.0001240586278612555 0.0017751425089944743 0.00049542152551094651 0.00017847267207559832 -0.0021977610088183071 0.00054937760507204161 -0.001281068967517733 -2.7247555525897265e-05 0.0011792700152856426 0.0010682633966683864 -0.0010286394729361278 0.0012264030651389845 -0.0026333495562210767 0.0013401954850014207 -0.0020169474101551597
leaf_weight=4.8678521376423403 11.927720420499112 21.854463054100052 3.4990077605471006 1.3781983269145714 2.3746694754445334 1.4622165476903308 1.2444588271901 105.4957776220981 2.9190438259392968 1.3822803479561203 1.3282647430896748 1.2468025971320451 1.1888965247198928 0.87038498977199097 1.6340455194003869 8.5901707811281067 3.1293650344014168 1.6484877800103279 5.1850151913240552 0.59597934200428415 9.5185596961528045 2.1908058949484257 41.826467025985039 1.0391094814985979 8.9224323369562608 1.777361787506379 0.9234713544137777 0.6459738453850149 2.8475598255172372 1.2825235376367337
leaf_count=179 223 164 35 23 98 33 45 893 44 191 27 25 38 29 58 79 14 84 70 38 61 150 1746 6 35 26 18 11 22 168
internal_value=0.000127337 2.41977e-06 0.00018993 0.000170245 -0.000701071 -0.000351384 -0.000450499 0.000190369 1.52239e-05 7.31e-05 -0.000237143 0.000327495 8.18895e-06 -0.000120044 -3.91462e-05 -0.000455013 0.000316927 0.000941962 -0.000194521 -0.000219706 0.000194771 -0.000283414 0.000121166 -0.000337048 0.000802344 1.77818e-05 -0.000426433 0.000115971 0.000467404 -0.000659219
internal_weight=254.797 85.054 169.743 166.244 3.75287 21.373 19.9108 162.492 56.9957 54.0767 24.364 29.7127 17.7661 23.0357 22.1653 10.2242 11.9411 5.37383 6.5673 2.24447 16.5772 7.05866 63.6809 18.6664 11.9466 3.02416 17.6272 5.69953 5.05355 2.20599
internal_count=4633 2436 2197 2162 121 526 493 2041 1148 1104 590 514 428 563 534 137 397 136 261 122 390 329 1910 448 86 51 442 219 208 186
is_linear=0
shrinkage=0.00196078


Tree=777
num_leaves=31
num_cat=0
split_feature=1 2 0 3 2 3 3 3 3 3 0 0 3 1 0 4 1 1 0 0 4 4 2 3 2 0 0 1 3 4
split_gain=0.114486 0.223504 0.209814 0.229753 0.108904 0.244381 0.253989 0.120468 0.405373 0.386874 0.177524 0.959456 0.999781 0.564076 1.13709 0.690684 0.554765 0.305494 0.326278 0.700224 0.940561 0.694414 1.00257 0.491602 0.446934 0.579922 0.399738 0.613752 0.848209 0.289389
threshold=89.89935142405001 -0.088880000000000001 122.35979489110001 0.080375000000000016 0.63131000000000015 -0.16179999999999997 0.093745000000000023 -0.55393499999999996 -0.57039999999999991 -0.63823999999999992 85.619326080400015 85.431134011250023 -0.25420999999999999 61.917879202350001 85.121961326250016 43.968221017800005 65.036490633650018 61.821094709650005 85.823648898300021 85.968825637350008 40.621691032550004 42.081757894750005 -0.085550000000000001 0.10526500000000003 -0.088274999999999992 85.732241321850012 86.135510041400025 62.116825104000007 0.091290000000000024 48.914776625700007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 -6 -7 8 9 -1 11 13 -13 14 29 16 -15 -12 21 20 -20 22 -19 -22 25 -23 27 28 -21 -9
right_child=1 2 -4 -5 5 6 -8 10 -10 -11 17 12 -14 15 -16 -17 -18 18 19 26 23 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.047959515837899147 -0.096016069921544628 0.045750447826585286 -0.096889397618243722 -0.094707339691553261 0.082332680566679875 -0.048533081272410593 0.061805692789707579 -0.00058065279257957952 0.072366977113443337 -0.10103987296262895 -0.036937698976274733 0.038352990026441769 -0.096683199918594434 -0.10077378961773624 0.057639412608907696 0.031170849801468222 0.045270305861055252 0.058139814306136073 0.013281439749577078 -0.035295338894717955 -0.084259938396053363 -0.07705758706695888 -0.0038660171299255753 -0.015942818778657292 0.014732457790518265 0.0063217552990345411 0.00078280834751761209 0.064965863702987292 0.031007869026717087 -0.044706820734405017
leaf_weight=0.29928534330247203 0.3174521282439855 0.5596569722474658 0.17089560516797064 0.12685052464212276 0.47091598063707352 0.45762784186808747 0.31124173186253756 9.4313132364732208 0.80311011360026785 0.32038837911750306 1.8109828568994988 0.65605924278497729 1.8877591514028598 1.3722146503205288 3.1300029084086409 0.78531246609054495 0.27770260606484942 5.3095683269202709 2.7536050267517558 2.6311651503201556 2.4684458409901713 1.5025805905461305 4.1062533557414991 1.5058965822681782 3.2265668178442866 1.460869178175926 148.51721055610324 2.1486720656976104 4.9113435558974743 1.5344629040919233
leaf_count=19 293 46 100 173 11 27 23 429 15 36 16 2 70 203 23 67 30 24 17 34 39 30 28 14 35 13 2716 32 30 38
internal_value=0.000862101 -0.0284695 -0.00346056 0.0197971 0.00103095 0.0288745 -0.00386747 0.000860776 0.0281843 -0.0290773 0.000667776 -0.00798179 -0.0618569 0.000308603 0.00754369 -0.0415701 -0.0761927 0.00157255 0.00195884 0.000726618 -0.0290471 0.0149821 0.031099 -0.0583743 -0.00953385 -0.0359547 0.00199277 0.0205355 0.00787834 -0.00675532
internal_weight=205.265 1.17486 0.857403 0.686507 204.091 1.23979 0.76887 202.851 1.42278 0.619674 201.428 19.0748 2.54382 16.531 14.0958 2.43523 1.64992 182.353 180.542 164.936 6.72795 15.6058 9.41582 3.97434 6.19002 2.96345 158.208 9.69118 7.54251 10.9658
internal_count=4633 612 319 219 4021 61 50 3960 70 55 3890 862 72 790 490 300 233 3028 3012 2882 70 130 52 53 78 43 2812 96 64 467
is_linear=0
shrinkage=0.0942322


Tree=778
num_leaves=31
num_cat=0
split_feature=3 3 0 0 3 0 1 4 3 1 4 3 4 4 4 0 2 3 3 1 1 0 0 0 4 4 0 2 1 4
split_gain=0.101516 0.858798 1.88546 1.87344 1.30674 0.681215 0.900607 0.566583 0.506077 0.797471 1.15473 0.601071 0.482928 0.809906 0.506664 0.672382 0.829259 0.452445 0.48667 0.780155 0.516527 1.16527 0.77383 0.772874 0.665562 0.786591 0.648831 0.634345 0.867646 0.799089
threshold=0.088145000000000015 0.090465000000000031 87.261973998100004 86.208098410950015 0.089345000000000022 88.350799540950007 76.871083323950003 41.32819714970001 0.08729000000000002 75.28220456885002 41.835830569250014 0.087795000000000026 43.735142172100005 41.559097512700014 43.968221017800005 85.823648898300021 -0.5340649999999999 0.090665000000000009 0.091290000000000024 70.077349628250019 65.765062787050013 93.72771580185001 97.139369169350019 87.380266155850009 38.110427674550003 39.198779702000003 89.474575039450016 -0.14008999999999996 83.116371560950014 41.087689990200012
decision_type=2 2 2 2 2 2 2 2 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 -4 7 -7 -1 10 11 -10 13 17 -14 -16 -17 -3 19 -19 23 -22 24 -20 -23 -26 -25 28 -24 -29
right_child=1 12 5 -5 -6 6 -8 -9 9 -11 -12 -13 14 -15 15 16 -18 18 20 -21 21 22 27 26 25 -27 -28 29 -30 -31
leaf_value=0.00063558426466226023 0.032040947216949764 0.061467457090643385 0.1108354695072456 -0.13001949273488378 -0.1094071138484644 -0.0047284511018429124 0.045270724695920722 -0.074523848707233886 0.0026275236183599874 0.074834384968694587 0.039954014340842225 -0.076687518637462551 0.083171600227541942 -0.014831287027121155 0.090213658608120501 0.068551149105470804 -0.077330038410423865 -0.097609021229197027 0.0091813567790297018 0.010109212907835525 -0.045209766425856064 -0.037150631621854606 -0.095190365074172154 0.09379568830318874 0.075673743181694592 0.010714021826361341 0.018852429684168177 -0.010313871892567281 0.030177191788557722 0.067128560615289309
leaf_weight=93.585305820615986 1.834110906987916 1.3501101027359244 0.52342115342616846 2.4674586113542318 0.89920580480247725 3.6395590718020685 2.4660490373908033 1.5246205758303402 2.0280013682786362 2.164398462373355 4.8677403605543077 1.5630139161366967 1.3490104787051671 22.759886814139463 0.65690334280952845 0.55795118934474919 1.0146289498807157 1.0857882655691349 27.705771049950272 1.4515729503414148 4.9355554477515424 1.1730869932216608 1.5538721367920509 1.9587933272123326 3.2400786612415686 3.6758020778652281 2.3448322787880898 7.4889506687534304 0.75917186719925656 1.4730624663643537
leaf_count=2783 31 10 2 21 41 46 158 34 23 33 69 24 10 359 8 18 53 17 232 36 75 42 66 23 29 53 27 233 54 23
internal_value=0.000793589 -0.00139588 -0.0240824 -0.0693032 -0.0144926 0.00476147 -0.00251503 -0.0253341 0.00289231 0.0227731 0.00945183 -0.0318949 0.0021052 0.000613883 0.0366769 0.00854393 -0.0255714 0.0064536 0.00519142 -0.0359856 0.00704691 -0.00351875 0.00710757 0.0150677 0.0297925 0.0411475 0.0529628 -0.00916709 -0.0540431 0.00241514
internal_weight=204.098 99.8893 13.3544 5.20078 2.73332 8.15365 7.63023 5.16418 104.208 10.6232 8.45876 3.59102 86.5348 82.9563 3.57849 2.22948 1.57258 60.1964 58.8463 2.53736 56.309 24.2996 19.364 32.0094 8.08897 6.91588 4.30363 11.2751 2.31304 8.96201
internal_count=4633 1701 333 93 72 240 238 80 2932 149 116 47 1368 1279 89 79 71 920 910 53 857 575 500 282 124 82 50 376 120 256
is_linear=0
shrinkage=0.0961169


Tree=779
num_leaves=31
num_cat=0
split_feature=1 2 1 2 2 2 3 1 0 3 1 4 0 3 1 1 4 1 0 1 2 4 1 0 0 2 1 0 3 4
split_gain=0.496296 0.908112 1.15424 1.58808 1.10398 1.6068 1.19982 1.05026 1.44084 0.988634 1.73591 1.18551 1.10711 1.08752 1.99229 1.01557 0.953973 0.917129 0.867227 0.847445 0.764152 0.735777 0.709931 0.649073 0.540875 0.651063 1.2033 1.93983 1.26271 1.19729
threshold=69.873026810350026 -0.059424999999999999 75.28220456885002 -0.074029999999999999 -0.016014999999999998 0.048475000000000011 -0.222165 75.629015667650023 97.491557184450016 0.090465000000000031 71.504920895500007 43.61821939175001 93.72771580185001 0.092015000000000027 70.940344688150006 72.04530097975001 40.165165956550005 70.128430332750014 100.19345760555002 71.053259929650025 -0.122095 41.11191809080001 81.339300736700025 96.631250582750013 85.705356740550016 -0.093604999999999994 62.00390986255001 85.931187223550012 0.098085000000000019 37.688226470200007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 2 9 7 19 -6 -7 -4 -9 10 12 -12 -2 -11 -15 20 -17 -8 21 -3 -16 -10 -19 -21 -1 26 27 -26 29 -28
right_child=1 4 3 -5 5 6 17 8 18 13 11 -13 -14 14 15 16 -18 22 -20 23 -22 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-3.9139107781109401e-05 0.0006567637772357754 0.0015516226462131248 0.0011412749114195512 -0.0023411331030212443 -0.0017720881661327139 -0.001844482053493254 -0.0016382594834953306 -0.0023397261933442008 -9.8249064672992304e-05 0.0010120488526885766 -0.0009392300019967078 0.00078296199375831738 -0.002260094646815427 -0.0022953959191824923 0.001947156112819272 0.00021781461469576026 -0.0022113449453863088 0.00051074043000572361 -0.00013509171819789647 -0.0010731492290675753 6.7498485028096129e-06 0.0012020984827665379 -0.00059257211517935171 0.00058649676139177107 0.0010070457258522987 0.00015531448589080498 -0.00041685421114932733 -0.0014599648917675181 -0.00026442370253084043 0.00086263560092443754
leaf_weight=29.103108969073219 0.57643011154141444 3.3876942582428446 3.8458414984634208 0.98550569963299395 1.8286778055353377 1.1016630512604049 0.93244925700128334 0.94291248067748057 2.7224693832395159 2.6521510574966651 3.9865806631278247 2.5007052951696096 3.787369450670667 1.727701403389801 1.3748361604521049 1.4595287262927743 1.0826018144143743 15.865668809216006 14.712168511902744 1.0140760920476157 1.8043330870568755 4.3397698220796883 2.6112577433977995 8.4998580495011975 2.0874516293406478 80.941661863704212 3.1246541840955642 2.9673438598401845 5.7633391432464114 28.083285458269529
leaf_count=973 17 25 37 73 131 82 20 71 50 20 58 66 209 42 12 29 25 214 900 19 42 35 210 147 10 751 38 41 58 228
internal_value=0.000134479 1.32614e-05 -0.00016079 0.000103005 0.0002528 -1.09352e-05 0.000146082 0.000193684 3.32654e-05 -0.000507638 -0.00091858 -0.000275363 -0.0018748 -6.61857e-05 -0.000450082 0.000107161 -0.000816677 0.000259065 0.000136025 0.000709469 0.000845881 0.000700819 0.000354814 0.000409598 0.000201231 0.000258121 0.000456124 -0.000441177 0.000578805 0.000734528
internal_weight=235.813 83.7423 48.5009 27.5487 35.2413 22.3397 20.511 26.5632 22.7173 20.9522 10.8511 6.48729 4.3638 10.1012 7.449 5.7213 2.54213 19.4094 21.7744 12.9016 3.17917 7.06224 18.4769 9.51393 152.071 122.968 42.0261 5.0548 36.9713 31.2079
internal_count=4633 2534 1686 1166 848 657 526 1093 1056 520 350 124 226 170 150 108 54 444 985 191 54 85 424 166 2099 1126 375 51 324 266
is_linear=0
shrinkage=0.00196078


Tree=780
num_leaves=31
num_cat=0
split_feature=0 0 0 3 3 0 2 1 3 2 2 0 3 3 1 3 3 4 2 1 3 4 3 3 3 0 3 1 3 3
split_gain=0.535912 0.796943 0.769325 0.703981 0.921803 0.623407 0.580206 0.555559 0.82672 0.664201 1.48576 0.61037 0.713463 0.914146 0.995006 1.62825 0.82758 0.688957 1.16212 2.2534 1.41311 1.35211 0.964336 2.05755 2.03667 0.77226 1.52946 1.43585 1.35502 0.904963
threshold=93.972365491700018 96.631250582750013 97.789976036950009 0.10336500000000003 0.095235000000000028 93.843319501450011 -0.61402999999999996 69.873026810350026 -0.10696499999999999 -0.057599999999999998 -0.038374999999999999 85.705356740550016 0.12001500000000002 0.10087500000000002 62.00390986255001 -0.17949499999999999 0.093955000000000025 40.574766824850009 -0.093604999999999994 62.00390986255001 0.09803000000000002 40.94178426300001 0.079745000000000024 0.082325000000000023 -0.04931 86.866770652900016 0.087795000000000026 62.095317438950012 0.092015000000000027 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 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 -4 11 -9 -10 -11 12 13 14 16 -16 -1 -13 19 -19 -21 -20 24 -24 -23 26 -25 29 -28 -27
right_child=1 2 6 -5 -6 -7 -8 8 9 10 -12 17 -14 -15 15 -17 -18 18 21 20 -22 22 23 25 -26 27 28 -29 -30 -31
leaf_value=0.00016489789841532196 -0.00032999294316786795 0.00041017712435682726 -0.002096416227265582 0.001005824861202542 -0.0021340340697396259 0.0010478662957156075 -2.3251183810655713e-05 0.00059799101825290058 -0.0024556724579936182 0.0020643825829815008 -0.0021470583812197692 0.00045514550673189831 -0.0013689856453280003 0.00070183911993516889 0.00042968730812533449 -0.0019670691140072105 -0.0012360969447556788 -0.0011165330815353014 -0.0011232130428760674 0.00088897613539022831 -0.00056914382753839494 -0.00038801974081635908 -0.0019341293206142866 0.0010448342828750887 0.0014481464376625704 -0.0021365958189657253 -0.0011786659992668578 7.6616171310638946e-05 0.00022298864556422545 -0.00040900142137643709
leaf_weight=17.757848681772899 17.3158901561983 21.346816621546168 0.52588307529913336 1.3852168693992997 1.1620174953714002 3.2193972358945748 39.700348074994508 1.4563026102259757 1.0367106694866381 0.55995300412178062 0.75810385105432809 43.469009971013293 1.5011692983098317 5.9853974557481697 1.8461286420351823 2.6598986886237972 1.7838953100144852 2.9542813515290645 3.876982672722078 20.017254324164245 2.9292811639606944 4.1291086198762059 2.1123299337923518 7.0390028078109053 5.3082195594906789 2.1331743635237244 3.2556862467899945 12.63283856003545 14.293491727672516 2.5705055594444275
leaf_count=626 448 164 53 33 45 35 1693 23 41 4 53 354 30 62 32 197 26 25 32 140 36 35 17 45 90 31 35 98 103 27
internal_value=0.000129329 -8.61963e-07 0.000109308 -0.000342374 -0.000443443 0.000193474 -5.0354e-05 0.000176502 -0.000563281 -0.00128147 -0.000357903 0.000194317 -4.97894e-05 1.61489e-05 -0.000154517 -0.000985113 3.70061e-05 0.000255063 0.000150593 0.000495317 0.000702837 -5.09097e-06 7.59748e-05 -4.59205e-05 0.00064477 4.92149e-05 0.000272672 -0.000267712 -3.70433e-05 -0.00119249
internal_weight=246.722 81.4362 61.573 19.8631 18.4779 165.286 40.2262 162.067 3.81107 2.35477 1.31806 158.256 31.5343 30.0332 24.0478 4.50603 19.5417 126.721 83.2522 25.9008 22.9465 57.3513 53.4744 44.037 9.43733 41.9247 24.5882 17.3365 17.5492 4.70368
internal_count=4633 2436 1910 526 493 2197 1746 2162 121 98 57 2041 973 943 881 229 652 1068 714 201 176 513 481 356 125 339 183 156 138 58
is_linear=0
shrinkage=0.00196078


Tree=781
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 2 2 3 1 1 3 1 3 0 2 4 1 0 1 1 4 1 0 0 3 4 0 4 0 3
split_gain=0.666913 1.12025 1.13093 0.850586 0.778875 2.19234 1.4769 1.53241 1.59989 1.18942 1.18824 0.680526 0.876788 0.773546 0.655914 1.23073 1.26147 1.846 1.48642 1.40536 2.56417 1.10293 1.848 1.03724 0.84399 0.769598 2.42592 1.50743 1.38251 1.50028
threshold=93.972365491700018 96.631250582750013 97.789976036950009 93.843319501450011 -0.070854999999999987 -0.095854999999999996 -0.096559999999999993 0.091885000000000022 72.04530097975001 68.846035804500005 0.076615000000000016 69.873026810350026 -0.10696499999999999 85.705356740550016 -0.102645 38.536700832000001 63.910026677050006 90.321439350550008 62.907231794400012 66.859265246100009 40.099856909850011 62.00390986255001 86.264556031700025 89.711159354950013 0.098085000000000019 41.873095646600007 86.345209775600011 44.279556297950009 86.904409066750006 0.08729000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 11 5 6 7 8 9 -2 -10 13 -13 -1 21 23 18 -18 25 -19 -21 -15 -23 -16 -24 -17 27 -27 -28 -30
right_child=1 2 -4 -5 -6 -7 -8 -9 10 -11 -12 12 -14 14 15 16 17 19 -20 20 -22 22 24 -25 -26 26 28 -29 29 -31
leaf_value=-6.2363124412479301e-05 0.0007170786607329098 0.00048757633526815144 -5.8140962493998167e-05 0.0011941662574204768 9.0318716502610835e-05 -0.0017196452910577457 0.002718158603528544 0.0009992207130040075 0.0012659808339948336 -0.0023586427965334488 -0.0021887579726053118 0.0006357022145251737 -0.0013664214765564569 -0.00056705972476173692 0.0015294081966758955 0.00031978027332835933 -0.0023693868321843984 0.00080547467965112415 0.0014315411114078013 0.00097923445264896524 -0.0026324695853789802 0.0017592446015493534 0.00059443470416955927 0.00033102519329463787 -0.00037357861494654026 -0.0013184874389243516 0.00078806442726221074 0.00056713760034414007 -0.001158364485534023 0.00028281555786787354
leaf_weight=31.245524792779179 0.59528104378841762 22.335375866852701 42.158299598464964 3.3422199496999374 8.1177482476923597 4.9113019383512464 0.67284248024225135 2.362350613810122 1.5827330618340059 2.571833977359347 0.5048611536331008 1.3167980644502679 2.3271662818078758 3.1974516795016852 4.5412341766059381 39.328912299126387 1.8021097658202032 3.1466472018510103 3.5658154524862757 1.3394211041741075 1.734354270272888 4.7856873124837902 19.722554694744762 7.1469118446111679 4.2003455143421879 7.5766943749040347 10.397049557417633 2.0767722092568874 4.0660118460655204 8.7608615532517415
leaf_count=973 11 164 1746 35 113 127 2 39 43 141 50 23 98 39 40 257 35 34 35 25 34 24 172 50 38 99 95 13 29 49
internal_value=0.000142337 2.04495e-06 0.000130851 0.000215027 -0.000387617 -0.000681512 -6.64762e-05 -0.000312453 -0.00090214 -0.00178054 0.000430491 0.000194861 -0.000642926 0.000214106 0.000281917 0.000200585 0.000117444 -0.000621921 0.000195726 -0.000115665 -0.00105864 0.000525313 0.000646977 0.000796637 0.000424472 0.000134697 -8.67049e-05 -0.000912829 0.000256689 -0.000174026
internal_weight=251.433 85.8126 64.4937 165.621 21.319 13.2012 8.2899 7.61706 5.25471 3.16712 2.08759 162.278 3.64396 158.634 127.389 95.4828 83.7946 8.02253 75.7721 6.22042 3.07378 31.906 28.7086 11.6881 23.9229 72.2063 32.8774 9.65347 23.2239 12.8269
internal_count=4633 2436 1910 2197 526 413 286 284 245 152 93 2162 121 2041 1068 795 705 128 577 93 59 273 234 90 210 542 285 112 173 78
is_linear=0
shrinkage=0.00196078


Tree=782
num_leaves=31
num_cat=0
split_feature=1 0 3 4 4 2 2 3 4 4 0 4 4 2 1 2 0 2 0 0 4 4 2 3 4 2 2 2 2 1
split_gain=0.541338 1.95301 1.47392 0.509255 1.15286 0.903047 1.15854 0.930272 1.90333 2.62912 1.22026 0.986126 0.86024 0.829564 1.9496 1.60374 2.08365 1.6184 1.75351 1.32786 1.09902 1.0684 3.04499 1.17988 0.84062 0.884607 0.796279 1.59103 1.85071 1.40079
threshold=71.053259929650025 95.550490414250007 -0.089139999999999997 40.574766824850009 40.300545846000013 -0.0057149999999999996 0.022350000000000005 0.087700000000000014 43.521589032450009 43.813842866750008 91.437149474700007 43.426369480700011 43.182896969600009 -0.14008999999999996 62.425997789000007 -0.06828999999999999 86.264556031700025 -0.082404999999999992 86.420486603250012 86.780739992750014 41.319407281650008 41.972095654800007 -0.08725999999999999 0.089345000000000022 41.559097512700014 -0.027754999999999998 -0.022394999999999998 -0.075639999999999999 -0.078549999999999995 62.057679025150001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 7 -7 8 12 -10 -11 13 26 19 15 17 -17 20 -19 -9 -15 -22 23 -23 -16 -26 27 28 -5 -29
right_child=1 -3 -4 5 -6 6 -8 11 9 10 -12 -13 -14 14 24 16 -18 18 -20 -21 21 22 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0002130977663290483 -0.00011803075645651804 6.958907559628848e-05 -0.0020556795793669203 0.00032703136539728283 0.00099274180378130443 -0.0019387875180178211 -0.00016002589605882729 -0.00040591635121322965 -0.0031157767905226892 0.00011587851298997857 -0.0022039862308309353 0.00076344245658529759 0.0013118974998157153 -0.001221020341466521 -0.00013603141340400263 -0.00054896937739890299 0.0011986097164048261 2.8326401262818582e-05 -0.0024203005516883315 0.0013869769828288713 0.0006210737054073961 -0.00014720620557349981 0.00072096184605314898 -0.0025832963685418486 -0.0026643175530913247 -0.00052417470617684495 0.0015076848538901507 0.00036447057777642386 0.0016988883174151026 -0.0015062371762651081
leaf_weight=60.861854638875229 2.9983192483196035 68.915373677373282 3.0392820035995092 21.510543805081394 8.2845362601801735 1.7361330093117411 7.4436043942405377 3.0981303490698329 1.1480818906275079 13.559546696589674 0.93163594254292625 5.1463791918940833 4.9601177995500612 2.9107706854119924 1.3701832257211197 4.2673179757548514 6.8077024444937706 1.9053581710904826 2.7433097623288631 3.258694589138031 7.4698447398841363 1.1408586055040353 4.0853775478899488 2.3163644571322948 2.25106086791493 1.1080594453960659 2.4885494241607438 3.1845851857215157 4.5870049931108943 2.9780687052989379
leaf_count=704 64 1924 300 259 83 49 241 32 24 265 57 53 39 18 9 53 33 17 38 29 29 13 19 51 47 15 43 16 83 26
internal_value=0.000116321 -2.40941e-05 -0.00109343 0.000173659 0.000306508 9.33669e-05 -0.000496437 0.00014482 0.000319836 -0.000259553 -3.32652e-05 -4.93855e-05 0.000548028 -0.000142899 -0.000251574 -8.58829e-05 0.00052525 -0.000385738 -0.00141668 0.000513173 -0.000118348 9.54493e-05 -0.000425105 -0.0017794 -0.00143039 -0.00195836 0.000438991 0.000356552 0.000568154 -0.000539539
internal_weight=258.507 74.953 6.0376 183.554 69.1464 114.407 9.17974 105.228 55.3481 15.6393 14.4912 49.8794 39.7089 44.733 38.3762 33.6469 11.075 22.5719 4.64867 6.35682 17.9232 15.0124 7.5426 3.45722 4.7293 3.35912 34.7488 32.2602 26.0975 6.16265
internal_count=4633 2288 364 2345 787 1558 290 1268 812 346 322 456 466 403 342 271 86 185 55 61 130 112 83 64 71 62 427 384 342 42
is_linear=0
shrinkage=0.00196078


Tree=783
num_leaves=31
num_cat=0
split_feature=1 0 3 1 0 0 0 1 4 1 3 4 3 3 2 1 4 4 0 4 1 3 4 1 4 1 3 3 1 4
split_gain=0.130371 1.02685 1.07997 0.457304 0.394486 0.576235 0.506086 0.848655 0.516416 0.403116 0.416866 0.582743 0.394008 1.08426 1.14807 0.866208 0.835977 2.23551 0.80667 0.875488 0.758454 0.693732 0.673765 0.889664 0.960547 0.670328 0.697594 0.663321 0.631412 0.623592
threshold=71.053259929650025 95.550490414250007 -0.089139999999999997 70.816675614150014 93.972365491700018 93.843319501450011 94.770837556450019 69.999384342500022 36.016191615950007 68.846035804500005 0.087935000000000027 40.467253020850002 0.087795000000000026 0.090235000000000024 -0.085550000000000001 67.923894665750012 43.521589032450009 43.895345911700005 93.308316333500017 42.982930821650008 62.036171360100006 0.08919500000000001 38.621016321050007 63.910026677050006 41.873095646600007 61.821094709650005 0.10176000000000003 0.08919500000000001 61.971648364950006 42.783136484500005
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 7 -6 -9 -8 11 -11 16 14 21 22 18 -18 19 29 28 -14 -15 25 -25 26 -24 -16 -21 -1
right_child=1 -3 -4 -5 6 -7 9 8 -10 10 -12 -13 13 15 27 -17 17 -19 -20 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.0080993032412105797 -0.003124644088606931 0.00095014948834008968 -0.10149432089777133 0.03780904149145338 0.021269727597575155 0.048353891583436906 -0.051322997779709417 -0.0076504774505916622 -0.10972716845217495 0.050665695127967467 0.057212302860475593 -0.084026274160535111 0.0068279559582501434 0.029868016726907858 -0.1235156217012911 -0.042927295073241105 -0.12594471630181431 0.00047930229479205104 0.077980200377880365 0.041583328836866711 0.066559518179265101 -0.066998842080125701 -0.083495695413043372 -0.079545889250832974 0.029440806973889507 0.0076196496000778303 0.0039077349390901168 -0.025828596009885071 -0.057858840608428025 -0.052047456164475224
leaf_weight=40.453920587075118 2.3110410820227116 53.27848703022164 2.0020003142490159 3.4864192671957417 1.1676478199660771 2.6467481689760453 0.92369448719546232 0.66328411363065276 1.690474793067551 0.59627367230132244 1.5533391232602296 0.64025168912485242 4.9529628909658641 8.7971640109317359 1.7447711271815918 3.8866549666272467 1.5292621782064078 11.118949617382894 1.7909365352243174 1.4527692926822049 4.5881116194650531 1.6246826467104254 1.6461284401593723 2.5346880771685387 1.1210389467305502 41.762199924327433 1.8802035774569956 1.0827052692184223 1.0626285392791031 1.7275758594696515
leaf_count=794 64 1924 300 35 29 27 12 5 76 6 23 42 42 102 39 55 41 322 15 39 50 42 32 37 37 347 29 16 18 33
internal_value=0.00118359 -0.00277455 -0.0487853 0.00272252 0.00187679 0.00305166 -0.020436 -0.0470635 -0.0809622 0.00481371 0.0234 -0.0190755 0.00216189 -0.0028592 -0.033865 0.00187263 0.00775888 -0.0148063 0.0133468 0.0109981 0.0428395 -0.0114073 0.00488817 0.000398337 -0.0461248 0.00415372 -0.0368931 -0.086109 -0.000425965 0.00563595
internal_weight=205.717 57.5915 4.31304 148.125 144.639 137.404 7.23497 3.52141 2.35376 3.71356 2.78986 1.23653 134.757 71.0332 9.40512 61.6281 63.7242 12.6482 51.0759 49.285 7.10351 6.57765 57.7414 48.9443 3.65573 45.2885 3.52633 2.82748 2.5154 42.1815
internal_count=4633 2288 364 2345 2310 2117 193 110 81 83 71 48 2090 778 139 639 1312 363 949 934 107 84 584 482 74 408 61 55 57 827
is_linear=0
shrinkage=0.0980392


Tree=784
num_leaves=31
num_cat=0
split_feature=1 2 2 3 4 4 3 3 4 2 3 1 3 2 2 0 1 3 0 2 0 4 1 0 1 3 2 4 0 3
split_gain=0.108317 0.21178 0.193019 0.153399 0.109307 0.643343 0.410253 1.28707 0.436664 0.316379 0.791473 0.563423 0.273609 0.396019 0.251582 0.493145 0.3223 0.230515 0.197523 0.168519 0.158597 0.321731 0.299791 0.855523 0.234104 0.215885 0.171155 0.992414 0.543428 0.665059
threshold=89.89935142405001 -0.088880000000000001 -0.022394999999999998 0.079025000000000026 47.927946529500012 46.095286511800005 -0.25098999999999999 -0.55393499999999996 48.393869453650005 -0.15962499999999999 0.085715000000000027 89.721913187450014 0.075810000000000016 -0.088465000000000002 -0.18437499999999998 84.226704768850013 55.887667615750004 -0.15849499999999997 87.345316200150009 0.63131000000000015 75.381677519650012 41.243661560350013 58.309968391300011 81.90387694410002 54.884872733100003 0.087795000000000026 -0.13734499999999997 41.11191809080001 86.345209775600011 0.099855000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 19 7 -6 -8 14 11 17 13 18 15 16 -10 -11 -7 20 21 -1 25 -24 -23 -22 27 -25 -29 -30
right_child=1 2 -4 -5 6 12 8 -9 9 10 -12 -13 -14 -15 -16 -17 -18 -19 -20 -21 22 24 23 26 -26 -27 -28 28 29 -31
leaf_value=-0.10141621198061622 -0.10175905607629246 0.03812345014844145 -0.10155527461231516 -0.10021940117431068 0.056322313179610561 0.006263206862215597 0.075192317817015769 -0.11320425902157716 0.0036104104043074834 0.0092266830773455426 0.058917656629937358 0.082746860776858416 -0.089141541187478524 0.061984034826538331 0.069695930694109134 -0.045823180397796127 0.077824532200369653 -0.11102346569740473 -0.10609820243516838 0.040965076709064692 0.064590772314827849 -0.10201726184144966 -0.09242896739583642 -0.012728791838145837 0.056242257009086784 0.0014044814002719737 9.1128379180233597e-05 0.06538714340346849 0.0082132029827113717 0.075574012387352105
leaf_weight=0.44587253742065414 0.29999446259307661 0.59094838114833692 0.16361388958193746 0.092727863835534663 0.86423079227097332 0.24867493199417368 1.2689768684795106 0.92951420423923969 1.2515562111511833 0.18953626090660636 0.81483216071501363 0.21853581815958012 1.0813747894135302 0.39309987076558106 1.0399726536124934 0.99016782664693881 1.0990439280867574 1.0030833113414717 0.42187318176729605 1.067868545942473 1.2798682216089212 0.12547781166358618 0.97709680031402868 12.483617495981891 0.3664151547345682 0.93629946373403061 157.1897814974127 2.7374249141430509 11.865188934056276 1.6722780658164982
leaf_count=217 293 17 163 139 10 16 21 30 35 6 13 3 49 9 17 32 10 185 43 55 34 121 103 380 32 15 2271 89 198 27
internal_value=0.00108577 -0.0295543 -0.00398918 0.0193598 0.00125897 0.000739915 0.0116348 -0.0315259 0.021465 0.0111454 -0.0195535 -0.0648645 -0.0537206 -0.0177094 0.0267444 0.0133737 0.0383099 -0.0919128 -0.0644286 0.00135106 0.00112851 -0.0398944 0.0013319 0.000898409 0.0158716 0.0378955 0.00138881 0.00848177 0.0247513 0.0165343
internal_weight=204.109 1.14728 0.84729 0.683676 202.962 193.292 9.66945 1.79374 7.87571 6.60673 2.22599 1.41116 2.14502 1.06365 4.38074 3.34077 2.3506 1.19262 0.670548 191.147 190.079 0.937766 189.142 186.925 0.491893 2.21617 185.948 28.7585 16.2749 13.5375
internal_count=4633 612 319 156 4021 3659 362 40 322 301 207 194 117 68 94 77 45 191 59 3542 3487 370 3117 3068 153 49 2965 694 314 225
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=0 0 0 1 3 3 0 2 2 2 2 2 1 0 3 2 0 1 3 3 3 0 0 3 3 3 1 0 3 3
split_gain=0.641417 0.894003 0.881342 0.793568 0.865853 1.55814 0.785004 0.640824 1.82959 1.15224 1.70025 0.946364 0.677685 1.25583 1.01614 0.608975 0.570898 0.757901 0.737291 0.677275 0.569214 0.528293 0.672311 0.511965 0.690663 0.518118 0.506463 1.19863 0.885591 0.704557
threshold=85.705356740550016 93.972365491700018 96.631250582750013 62.00390986255001 0.10336500000000003 -0.17949499999999999 98.230883170350012 -0.070854999999999987 -0.095854999999999996 -0.102645 -0.14008999999999996 -0.15022499999999997 72.04530097975001 94.496614827150012 0.076615000000000016 -0.079369999999999996 93.843319501450011 69.873026810350026 -0.10696499999999999 0.096915000000000015 0.12001500000000002 93.308316333500017 92.464140480550014 0.10052500000000002 0.12001500000000002 0.078770000000000021 77.621163142300006 99.403050915200012 0.087700000000000014 0.088755000000000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 16 7 20 5 -5 23 8 9 10 11 12 13 -3 -14 -10 17 21 -19 -20 -1 22 -2 25 -25 -4 28 -28 -8 -30
right_child=1 2 6 4 -6 -7 26 -9 15 -11 -12 -13 14 -15 -16 -17 -18 18 19 -21 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=0.00012016074378251514 0.0003047318895115196 0.00065193176895076755 -4.0602260666369269e-05 0.00035923098115188135 0.00056078254792436876 -0.0019983367676033635 -0.0020479946025959983 0.00011120590480710056 -0.0021512678808622483 0.0015068184927926756 -0.0022633754397835184 0.002052992841089609 0.0013762056061628182 -0.0024863154455678931 -0.0020680195747332401 -0.00057748203947071797 0.0011048121135648189 0.00059446763062289592 -0.0022091447981884725 -0.00011127000907630578 -0.0012262016637668437 0.0010590923721921252 -0.00057114378717927638 -0.0015253497099015263 0.00053642743874733503 0.00067452312554018416 -0.0025748063466667758 0.00013500208840744191 0.0012051878916207457 -0.00054467320519934414
leaf_weight=23.5356831518584 117.95025819120929 0.90409273793920952 5.0281402955297443 1.6836373987607656 1.5027194762369616 2.9952228300971901 1.1998230002936896 7.7855447006440945 2.887970398995094 1.4958916516043244 1.4555925494059918 0.8364478396251801 1.4524867276486473 1.070998362964019 0.42589447862701479 1.4052741904743022 3.2716044966364271 1.28432331699878 1.2920117843459586 1.0914654370862988 1.2725667846389104 3.4384570196270934 3.4684205679222933 1.1655541965737932 1.3460514433681963 17.286370261455886 0.64151263405801984 28.890887884785116 1.1120392903685568 4.3262251963606104
leaf_count=694 998 16 45 32 24 205 115 113 100 16 126 10 42 25 51 27 35 23 78 13 25 31 39 27 26 116 15 1457 6 103
internal_value=0.000158002 0.000196432 3.39231e-05 -0.000105528 -0.000734109 -0.00114999 0.000150422 -0.000326421 -0.000611906 -3.64546e-05 -0.000412106 0.000162466 -0.000247899 -0.00104979 0.00059528 -0.00163613 0.000295958 0.000275368 -0.000603141 -0.00124847 5.10976e-05 0.000301175 0.000279712 0.000418917 -0.000420376 0.000513384 -3.38628e-05 7.61387e-05 -0.000523252 -0.000186854
internal_weight=243.503 212.513 80.7168 30.9898 6.18158 4.67886 60.9966 19.7202 11.9346 7.6414 6.14551 4.68992 3.85347 1.97509 1.87838 4.29324 131.797 128.525 3.6678 2.38348 24.8082 124.857 121.419 24.8261 2.51161 22.3145 36.1705 29.5324 6.63809 5.43826
internal_count=4633 3653 2436 980 261 237 1910 526 413 286 270 144 134 41 93 127 1217 1182 114 91 719 1068 1037 214 53 161 1696 1472 224 109
is_linear=0
shrinkage=0.00196078


Tree=786
num_leaves=31
num_cat=0
split_feature=4 2 1 4 2 3 2 0 0 2 3 3 2 2 0 0 0 2 0 3 0 2 3 2 3 3 3 1 0 4
split_gain=0.114029 0.305565 0.174717 0.158981 0.825494 0.287715 0.699379 0.137394 0.854112 0.859877 0.642511 1.10471 0.566669 0.659004 0.507875 0.434808 0.868598 0.346307 0.444505 0.262186 0.399183 0.649889 0.34077 0.286258 0.499298 0.335184 0.310302 0.233629 0.253446 0.620928
threshold=31.914316944300001 -0.10771499999999999 68.327163385350005 34.515670600900002 0.15915000000000004 0.094385000000000011 -0.11334499999999999 85.619326080400015 85.431134011250023 -0.07490999999999999 0.10249000000000003 0.099855000000000027 -0.082275000000000001 -0.017745 84.546631286350006 84.546631286350006 83.933662832600007 -0.016014999999999998 67.058211147750015 0.092185000000000031 76.535026057600007 -0.23557500000000001 -0.20885999999999996 -0.23265499999999997 -0.25098999999999999 -0.25420999999999999 -0.53179999999999994 61.821094709650005 85.823648898300021 42.081757894750005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 8 10 -10 11 12 15 -14 17 16 19 -15 -19 20 23 22 -22 24 26 -25 -5 -9 29 -29
right_child=3 2 -4 7 -6 -7 -8 27 9 -11 -12 -13 13 14 -16 -17 -18 18 -20 -21 21 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-0.10211893089012691 -0.069361481070205247 -0.099821467288717727 0.058001977074543021 0.0030892574217782618 -0.078534938891718906 0.066306627085559303 0.06380483966308062 -0.03251177117006171 -0.10802345083814358 0.0083617608431776815 -0.038428053212340267 0.096358789232251912 -0.11242373838278559 0.061457477536414493 0.08084463045175401 0.044006870565071569 -0.12667655176670128 0.091351934889437242 -0.10393297099037378 -0.059772190367300131 -0.10891788096855215 0.082504772264091697 0.02937127186890174 0.043491069201780974 0.032832106795184848 -0.10240693501311128 -0.10780415104919414 0.029426306733861748 0.00087915183603697066 -0.010112870000423007
leaf_weight=0.34671945989657615 0.61811840397354023 0.083260665065607919 0.29231220447400119 0.47488394102401799 0.65047448393761431 1.7681930028375061 0.8874903859291402 1.8319227211177338 1.4287438541650774 0.9948023691540574 3.1003722964378531 1.2450375496409822 0.79673794363043304 0.23285524174571037 0.45249356166459609 2.7112671239301562 0.47619166295044113 0.12874669209122902 0.65811015570216114 0.48910311586223532 0.29571528127416979 1.4659576890990136 0.37134061154210962 0.20442847884260285 2.1544808508915612 0.50443499753600785 0.4578912406759631 9.2825200883671624 163.38368136971803 6.0679266650695345
leaf_count=129 43 10 83 17 22 50 31 17 62 11 56 15 40 5 11 40 19 4 165 14 12 21 74 12 72 134 26 52 3308 78
internal_value=0.0010693 -0.0370531 0.0230141 0.00120485 0.0203631 0.0400133 0.00913423 0.000827446 -0.0070282 -0.0602504 0.000924086 0.0102236 0.00119243 -0.0420098 -0.00390279 0.0113972 -0.00142677 -0.0415092 -0.0719802 0.00786596 0.0134455 0.0467163 -0.0319343 -0.0052491 0.00739835 -0.0603315 -0.0513474 0.00163855 0.00198857 0.0137967
internal_weight=203.856 0.722292 0.375573 203.134 3.92428 3.2738 1.50561 199.21 18.6436 2.42355 16.22 13.1197 11.8746 2.26894 1.47221 9.60569 6.89443 1.01971 0.786857 6.41824 5.92913 2.13301 0.667056 3.79612 3.08726 0.708863 0.932775 180.566 178.734 15.3504
internal_count=4633 222 93 4411 146 124 74 4265 810 73 737 681 666 225 185 441 401 174 169 382 368 107 86 261 115 146 43 3455 3438 130
is_linear=0
shrinkage=0.0961169


Tree=787
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 3 3 3 3 4 1 2 4 1 1 3 2 1 1 4 0 4 4 0 2 0 2 1 4 1
split_gain=0.504529 0.726656 0.790973 0.637932 0.721641 1.007 1.39505 0.567581 0.963434 0.569177 1.29134 1.68673 1.52895 1.18955 0.961806 0.891469 1.75628 0.669578 0.601243 0.564022 1.33514 1.20464 1.51997 1.32735 2.11659 1.23746 0.962653 0.99894 0.800248 0.798275
threshold=93.972365491700018 96.631250582750013 97.789976036950009 85.705356740550016 62.00390986255001 0.10336500000000003 -0.17949499999999999 0.10336500000000003 0.095235000000000028 43.61821939175001 71.504920895500007 0.04932000000000001 45.921757303800007 74.026694621850012 72.209296925700016 0.091885000000000022 -0.079369999999999996 70.74946416085001 70.182199495350019 42.055256506450007 85.769879735700016 42.684965421050009 42.686561923500008 89.057864029250013 -0.080869999999999997 85.799452775150016 -0.076544999999999988 62.116825104000007 42.243697547450004 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=3 7 -3 4 -1 6 -6 8 9 14 11 -11 -12 -14 15 16 18 -18 -2 20 -5 23 -23 24 -21 -24 -27 -28 -26 -22
right_child=1 2 -4 19 5 -7 -8 -9 -10 10 12 -13 13 -15 -16 -17 17 -19 -20 21 29 22 25 -25 28 26 27 -29 -30 -31
leaf_value=8.6976768501423091e-05 -0.000215769465383536 0.00041598489144612524 -5.2426467858957233e-05 0.0014729722393607653 0.00027180756849028262 0.00074968378215317601 -0.0020206479229139553 0.00089709001137295945 -0.0021322617285952456 -0.0022254105284805082 0.0019643153698639354 0.0021088214660854058 0.0022491780196541998 -0.0022026950869506721 -0.0022939910046284417 0.0006649266708076639 -0.00087625933903713539 0.00057144290073587035 -0.0022472182556127407 -0.0019863075571801302 -0.00012040127578231853 0.001983759138918499 -0.0012149490126592893 0.00079139583206212121 0.0008991356693195153 0.0004572053490250682 -0.0024515161060669395 -9.6918392151660614e-05 -0.0006014352397376555 0.00038075359325524371
leaf_weight=24.244142001727599 0.72084530815482528 21.435088778380305 39.220186483511043 3.8577404245734206 1.6410947133554143 1.4174316796706987 2.6991657755424958 1.3701653039897781 1.1706866894382972 1.3083949598949391 2.1399882254190747 0.46892998088151205 0.32860490679740884 0.7749665746523533 1.0750975054688741 2.5529432825278482 1.9403714037034712 3.3470298061147332 2.5125398045638576 3.5607832297682753 14.793431396596132 1.8845176398754144 2.2956480868160751 2.6015133121982208 2.0954479491338125 21.995302789946443 0.84519981220364115 3.8401418227294926 3.9271621648222208 70.244358656229451
leaf_count=719 9 164 1746 16 32 24 205 33 45 111 25 4 1 78 23 44 34 25 94 41 113 56 24 21 14 204 14 79 44 591
internal_value=0.00013383 6.82096e-06 0.000113106 0.000196859 -6.12196e-05 -0.000685236 -0.00115385 -0.000320251 -0.000411195 -0.000293847 0.00026148 -0.00108187 0.000997573 -0.000877083 -0.000523354 -0.000351451 -0.000655972 4.01649e-05 -0.00179433 0.000255543 0.000344753 7.1312e-05 0.000277423 -0.000450707 -0.000787889 0.000166449 0.000285307 -0.00052167 -7.93413e-05 0.000293571
internal_weight=242.309 80.3658 60.6553 161.943 30.0018 5.75769 4.34026 19.7106 18.3404 17.1697 5.02088 1.77732 3.24356 1.10357 12.1488 11.0737 8.52079 5.2874 3.23339 131.941 88.8955 43.0457 30.8608 12.1849 9.58339 28.9763 26.6806 4.68534 6.02261 85.0378
internal_count=4633 2436 1910 2197 980 261 237 526 493 448 219 115 104 79 229 206 162 59 103 1217 720 497 377 120 99 321 297 93 58 704
is_linear=0
shrinkage=0.00196078


Tree=788
num_leaves=31
num_cat=0
split_feature=1 0 3 1 0 0 3 0 1 3 4 1 0 0 0 0 4 1 4 0 0 3 3 3 2 1 2 1 1 2
split_gain=0.115757 0.877097 1.03724 0.353871 0.332378 0.491434 0.464936 0.475188 0.893295 0.635889 0.345794 0.766765 1.14022 0.648774 0.894082 0.895584 0.563547 0.590242 0.875849 0.438375 1.47252 0.828342 0.93095 0.694462 0.657347 0.454618 0.434797 0.630066 1.40818 0.493972
threshold=71.053259929650025 95.550490414250007 -0.089139999999999997 70.816675614150014 93.972365491700018 93.843319501450011 0.077805000000000027 94.770837556450019 69.999384342500022 0.08079500000000002 36.558960102350007 68.846035804500005 93.308316333500017 91.886121982450007 89.861713010250014 89.576736448400013 36.165040341950011 61.076391807500009 35.374259656300005 90.321439350550008 90.60910437050002 0.085855000000000029 0.10336500000000003 -0.11223 -0.102645 66.859265246100009 0.20852500000000004 65.130586668250018 66.235542959850008 0.13747000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 10 -6 8 -8 -10 13 19 -13 14 15 16 17 -1 -19 26 -21 23 24 -22 -23 -25 27 29 -29 -12
right_child=1 -3 -4 -5 6 -7 7 -9 9 -11 11 12 -14 -15 -16 -17 -18 18 -20 20 21 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.039729019283160374 -0.0023620328743388652 0.00073830179505535675 -0.10119808518300477 0.033661790695338881 -0.086011250676934131 0.04518061705970846 0.037619305820289745 0.017363106113057969 0.01453256288211196 -0.10901413463730188 0.0020661598707967712 -0.12442428966346811 -0.0097266307606064528 0.070575844679387947 -0.048664089341748103 0.10380886726359959 0.095048161754137842 -0.099791970778971339 0.037685089668879505 0.088335806018250945 -0.040789469389216591 -0.018633625993290204 0.032287213710171639 0.081367462214956512 -0.13278066989381423 0.011663233662289595 0.048366086953925316 -0.083699058527211448 0.037978347057938046 -0.043218206080586227
leaf_weight=1.3238322711404169 2.3048055117833428 53.253035340044789 1.8316458954577672 3.4328951998031689 0.87146210909122501 2.5900043299188829 1.0189403924159708 3.1192608267592732 0.5521100535988811 1.4574581294800735 101.53298181525315 1.1320753770996805 3.1540721822530031 1.9576702937483785 1.998418799601495 1.1741925999522207 0.57548901380505402 1.1350173014216123 0.73311932274373237 2.4241381250321847 1.1199618766549972 0.90585817396640766 1.1242104116827247 1.8567733867093923 1.0435197533224712 1.7441408741287885 1.784625129890627 2.4857134311459954 1.4459986402653155 2.3693194949300951
leaf_count=98 64 1924 300 35 42 27 17 60 2 72 1463 33 39 19 21 10 30 55 14 30 30 15 14 23 39 21 35 34 19 48
internal_value=0.00109113 -0.00263962 -0.0461272 0.00255697 0.00180833 0.00288506 -0.018994 -0.00949419 -0.0371563 -0.0750708 0.00206153 0.00072321 -0.0400211 0.0207312 0.00667085 0.0290485 0.00574812 -0.010352 -0.0458414 0.00218049 0.0216016 0.000846698 -0.0387629 0.026635 -0.0797376 0.0476055 0.000370062 -0.000424259 -0.0389487 0.00103353
internal_weight=203.453 57.3895 4.13645 146.063 142.63 135.611 7.01923 6.14777 3.02851 2.00957 133.021 124.123 4.28615 8.89774 6.94007 4.94165 3.76746 3.19197 1.86814 119.837 10.2186 7.79446 3.07359 4.72088 1.94938 3.60091 109.619 107.834 3.93171 103.902
internal_count=4633 2288 364 2345 2310 2117 193 151 91 74 2090 1843 72 247 228 207 197 167 69 1771 172 142 68 74 54 44 1599 1564 53 1511
is_linear=0
shrinkage=0.0980392


Tree=789
num_leaves=31
num_cat=0
split_feature=1 3 0 2 2 1 2 2 4 0 2 4 1 1 4 2 0 3 0 4 2 3 1 1 3 0 4 2 0 4
split_gain=0.489414 0.800802 0.650882 0.791655 1.5981 1.10599 1.08848 1.72841 1.93499 1.03536 0.920492 1.06631 0.92881 0.847665 0.815155 0.658355 0.639829 0.666284 0.580662 0.664687 1.42417 2.43487 1.34028 1.29217 0.922057 2.98804 0.864086 0.808442 0.769587 0.751014
threshold=69.873026810350026 0.4149000000000001 96.631250582750013 0.075080000000000022 -0.070854999999999987 70.940344688150006 -0.095854999999999996 -0.102645 39.476991512000005 94.75470680765001 -0.10771499999999999 41.16018805045001 70.311245485600026 70.663433500700009 37.500638522700008 -0.160525 97.886760529650019 0.078770000000000021 85.732241321850012 40.574766824850009 -0.093604999999999994 0.098085000000000019 62.020040611300011 64.108972578700019 0.08079500000000002 86.420486603250012 42.409092016550012 -0.078549999999999995 86.345209775600011 43.321682097200004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 3 4 6 -6 7 8 -2 13 11 -10 -13 -8 -5 -14 17 -4 -1 -20 21 22 -21 24 25 -22 -25 -27 -24 -28
right_child=1 -3 16 14 5 -7 9 -9 10 -11 -12 12 15 -15 -16 -17 -18 -19 19 20 23 -23 28 26 -26 27 29 -29 -30 -31
leaf_value=-5.5092813394703114e-05 -0.0026573258221026862 -0.0021217996366329063 -0.0002555698372039915 0.00034521384351613517 0.0012191010240961049 -0.00021965960104789703 -0.0015215807318141174 0.0017228440901538697 0.0019716048401066302 -0.0021728156885524701 -0.0023925276988810565 -0.0027822997887908293 0.00043331303973964479 0.00086008154585833049 -0.002192409590183153 -0.0019943795929152673 -3.4116837638824449e-05 0.000577021406694901 0.00042596293986278986 -0.00065839762907647973 -0.0012856718986325021 -0.0011690926035103752 0.0016246853866746754 -0.0018893281045522378 -7.8461418502717134e-05 0.00028911489384170626 0.00095610829438330333 0.0018333058851991927 0.00068889795934932042 -0.0014105005614438507
leaf_weight=33.241529480052122 1.3652926845243216 0.68430480601818899 4.7614253355423015 0.71715325117111151 4.2908880852628499 3.9406686181901023 1.1749853694345813 1.5551113565452395 1.0466513347928419 2.5419746221741661 0.58390886522829433 0.48886857856996346 3.1074375559546765 1.1243096168909685 1.5143999446881933 0.49834449068293807 38.012348286290035 16.504536668420769 45.450479927007109 2.4340464659035268 2.2679560137912613 2.9614065848290911 4.2410361375659731 2.3257405719486988 42.269307597540319 1.8940183818340299 1.1050192397087815 4.1806861590594053 16.619234374957159 0.96638352819718409
leaf_count=993 38 44 39 11 58 45 25 17 7 86 49 6 67 16 77 130 1686 133 368 19 22 31 21 37 321 9 13 84 150 31
internal_value=0.000111942 -9.33494e-06 8.03378e-06 -0.000264764 -0.000150493 0.000530327 -0.000566024 -0.000149188 -0.000559768 -0.00131042 -5.95627e-05 0.000205397 -0.000246071 -0.000356995 -0.00137689 9.77888e-05 0.000118251 0.000390605 0.000175563 0.000236071 0.000129867 0.000505588 0.00071849 -4.94635e-05 3.91154e-05 0.000634836 -0.00106902 0.00135185 0.00087915 -0.000147999
internal_weight=243.869 83.9126 83.2283 23.95 21.7184 8.23156 13.4869 8.64561 7.0905 4.84127 5.72521 5.1413 4.09465 2.29929 2.23155 3.60578 59.2783 21.266 159.957 126.715 81.2648 26.2557 23.2943 55.0091 50.612 8.34266 4.39714 6.0747 20.8603 2.0714
internal_count=4633 2534 2490 632 544 103 441 314 297 127 259 210 203 41 88 197 1858 172 2099 1106 738 221 190 517 436 115 81 93 171 44
is_linear=0
shrinkage=0.00196078


Tree=790
num_leaves=31
num_cat=0
split_feature=4 2 2 4 4 0 3 4 2 4 4 2 0 2 0 2 3 3 0 4 2 2 3 0 2 4 3 3 2 0
split_gain=0.11024 0.257363 0.424837 0.207289 0.176292 0.302201 0.387263 0.235663 0.15277 0.57497 0.918575 0.767055 0.732396 0.694312 1.5381 0.626075 0.640309 1.05912 0.888929 0.568723 0.556816 0.804245 0.780643 0.64428 0.641364 1.44182 1.32659 0.993373 0.808769 0.650305
threshold=32.724174661450007 -0.10771499999999999 -0.056184999999999992 30.518512326550006 34.515670600900002 97.789976036950009 0.11458500000000002 33.96174662340001 -0.064729999999999996 42.081757894750005 42.027798546600003 -0.053874999999999999 102.21786657775002 -0.043559999999999995 95.44832900530001 -1.0000000180025095e-35 0.084565000000000015 0.075810000000000016 86.345209775600011 41.559097512700014 -0.075639999999999999 -0.079369999999999996 0.10176000000000003 86.866770652900016 -0.084729999999999986 42.686561923500008 0.092185000000000031 0.092015000000000027 -0.083004999999999982 87.345316200150009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 7 -7 -2 20 10 11 -10 -11 14 -13 16 17 -15 -18 -17 21 24 -22 -23 -6 26 27 28 -26 -27
right_child=4 2 3 -5 8 6 -8 -9 9 12 -12 13 -14 15 -16 19 18 -19 -20 -21 22 23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-0.10359307124244825 0.0045517080036554533 0.068755350491166767 0.023695085576176791 -0.11338087026268945 0.0018003953606426937 -0.10228200269383037 0.061581305497342413 0.064621938738098281 0.037284380392393415 -0.020411230557261163 0.086295424916417174 -0.08538102103097224 0.039904011531275839 0.0045350928104566143 0.018742569637748414 0.00020516574501089157 -0.047094724255664168 0.078844872272303523 0.022902847724732212 -0.073120539440604967 -0.039496792679439514 0.063110718832709786 0.013408396676171472 0.0075032970022009191 -0.12095890553322812 0.023254806851089663 -0.12448938235829904 0.052737211779230846 -0.024345330322767061 -0.041407513519206067
leaf_weight=0.32142986192093304 1.1009431941201908 0.43183213082670591 0.16201389283287315 0.30689659676181691 92.591140693183206 0.36042699285644619 0.22526498904335313 1.4604255335871128 7.0816787948424453 13.606079618413785 1.4529215414877388 2.5706017548218361 2.2558765689900602 3.5415548848686731 2.9040847399737686 22.640528390918924 2.3812808995717187 3.8450643066316843 6.5141271100292215 1.0644903638458334 7.8069224274895515 3.4063532091677171 4.0826462606200948 4.8599158698925748 1.1184941046230945 6.4208275633864087 1.7984638827037995 1.1680110264569519 3.2606260856073281 1.9485794549982527
leaf_count=133 27 33 52 23 2277 64 6 30 90 406 17 27 175 36 19 472 32 46 75 61 103 87 37 60 24 63 42 6 76 34
internal_value=0.00107444 -0.0282811 -0.00140606 -0.0660196 0.00125252 0.0242746 -0.039258 0.0388022 0.000887196 0.00457709 0.00939779 0.00727143 -0.0118332 0.00259624 -0.030148 0.0070793 0.0218813 0.0432166 0.00416465 -0.00308758 -0.00111939 0.000941971 -0.0213302 0.0304179 -0.00130773 -0.0196205 -0.0513185 -0.0275954 -0.0490219 0.00820002
internal_weight=202.69 1.22217 0.900743 0.46891 201.467 3.14706 0.585692 2.56137 198.32 69.8583 53.9963 52.5434 15.862 45.4617 5.47469 39.987 16.282 7.38662 8.89541 23.705 128.462 116.572 11.8896 8.26627 108.306 15.715 7.3456 5.54713 4.37912 8.36941
internal_count=4633 241 108 75 4392 127 70 57 4265 1456 875 858 581 768 46 722 189 82 107 533 2809 2669 140 147 2522 245 148 106 100 97
is_linear=0
shrinkage=0.0980392


Tree=791
num_leaves=31
num_cat=0
split_feature=0 1 0 4 2 3 3 4 4 4 3 2 4 0 2 4 1 3 0 4 0 2 3 4 4 4 3 1 2 1
split_gain=0.112765 0.190345 0.214847 0.133568 0.119168 0.298747 0.222212 0.120409 0.629831 0.554036 0.369737 0.554427 0.348862 0.407071 0.235619 0.261228 0.382883 0.385642 0.382025 0.304298 0.200668 0.439744 0.760116 0.628597 0.494058 0.585975 0.462914 0.247519 0.993627 0.365236
threshold=114.09278614000002 89.052487112950018 122.35979489110001 45.921757303800007 0.63131000000000015 -0.16179999999999997 0.093745000000000023 47.927946529500012 45.921757303800007 48.393869453650005 0.087935000000000027 -0.033594999999999993 47.079243513300007 97.32487278035002 -0.23557500000000001 49.292797572200008 87.143681840350013 0.079205000000000012 110.27248713660002 49.520520114700005 102.75018128760001 -0.088880000000000001 -0.222165 44.749265482150008 42.546237522150008 40.00488309970001 0.086255000000000026 81.573196594050017 -0.11963999999999998 80.538140213850014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 7 -6 -7 8 20 -9 11 14 -10 -14 -11 -16 19 18 -18 -17 27 22 -22 24 25 -23 -27 29 -29 -1
right_child=1 2 -4 -5 5 6 -8 9 12 10 -12 -13 13 -15 15 16 17 -19 -20 -21 21 23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0011412624115013934 -0.10609512429538806 -0.10195261414885266 -0.10024778106655675 0.02932373445056484 0.10008667680407231 -0.047481360602690037 0.061595172334466403 0.073688561336521727 -0.10572969801569906 -0.05694748516188352 0.061194606676712074 -0.11832989878426028 -0.07120305188173584 0.040964419440964447 0.02369191843946248 -0.0082526841695662462 -0.10149158524918218 0.085712345836339396 0.065718316549065042 -0.10323166558366588 0.042598702322126841 -0.099523638149886851 -0.10222562040984806 0.10223332867774393 -0.1027209219004792 -0.035589095980564506 0.060002888683209271 0.025414637231428672 -0.10540584574356632 0.025234226630364735
leaf_weight=173.99150127484245 0.24502837529143906 0.083835926835718055 0.1972702544171625 0.66863265290157869 0.40754097700119019 0.45235311301075742 0.29763191819074564 1.212176589644512 0.77191423854492258 0.60087604809086759 0.91451977798715223 0.39225933130364943 0.71002626669360303 0.55333708703983575 3.6963445264846078 0.67678681392862949 0.31774277158547171 0.52193843480199575 0.22385711039532907 0.62238294108828995 0.49471163205089408 0.44535358579651108 1.1772693646253169 0.51080091297626484 0.51598780506174069 0.77622120610612944 1.3064451069949425 1.3049869070237039 0.9749735909717846 6.2655181540176264
leaf_count=2885 44 151 179 40 8 27 26 24 56 21 17 17 37 27 69 15 62 9 14 131 34 154 227 5 88 33 51 78 51 53
internal_value=0.000975908 -0.0290539 -0.00917767 0.0146976 0.00115518 0.0325209 -0.00419429 0.000972715 0.00044235 0.0119395 0.00254405 -0.00506169 -0.0538026 -0.0220751 0.00160963 0.00741674 -0.018045 0.0255749 -0.0323794 -0.0537535 0.00103034 -0.0179102 -0.0593745 0.00159232 -0.0152958 0.00254834 0.0243752 0.00157269 -0.0305278 0.0019787
internal_weight=201.33 1.19477 0.949739 0.752469 200.135 1.15753 0.749985 198.978 189.799 9.17888 7.96671 7.05219 2.03528 1.26336 6.65993 6.05905 2.36271 1.06354 0.5416 1.29917 187.764 5.22679 1.67198 3.55481 3.04401 2.52802 2.08267 182.537 2.27996 180.257
internal_count=4633 414 370 191 4219 61 53 4158 3779 379 355 338 120 64 321 300 231 85 76 146 3659 592 261 331 326 238 84 3067 129 2938
is_linear=0
shrinkage=0.0980392


Tree=792
num_leaves=31
num_cat=0
split_feature=0 1 4 4 1 2 0 0 3 2 3 2 0 3 1 3 2 0 2 2 0 2 1 2 3 3 1 4 2 0
split_gain=0.109661 0.386812 0.671116 0.914612 0.904271 0.875635 0.533193 0.760368 0.471189 0.45055 0.426846 0.539234 0.363259 1.08528 0.509063 0.424285 0.249841 0.846215 1.08246 1.08139 1.81691 1.68675 1.05577 0.974128 0.897612 0.969462 0.712597 0.696589 1.05041 1.04456
threshold=98.230883170350012 80.13218303615001 42.320906304050006 40.00488309970001 73.448676123850007 -0.22573999999999997 99.647700605050019 100.35207663525001 0.10526500000000003 0.11061500000000003 0.091705000000000023 -0.081844999999999987 97.491557184450016 0.091290000000000024 75.499969677400017 0.10821500000000002 -0.070854999999999987 94.848802842250009 -0.095854999999999996 -0.077085000000000001 86.036037090600004 -0.079369999999999996 74.757955233350017 -0.102645 0.091885000000000022 0.077080000000000023 62.095317438950012 42.243697547450004 -0.053874999999999999 86.866770652900016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 4 -2 -4 -3 -8 -9 -6 11 -5 16 14 -14 -15 17 19 23 21 -21 -1 -20 24 25 -19 -23 28 -18 -29
right_child=1 6 5 10 9 -7 7 8 -10 -11 -12 -13 13 15 -16 -17 27 18 22 20 -22 26 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0014201607836551132 0.038211070220404562 -0.13356473934786703 0.018595535677283771 0.0017805900528973856 -0.10940800410155767 -0.10504229111932435 0.06682127506523082 0.0028247361575508239 -0.093724476166799117 -0.0044848889352688158 -0.02033623089482571 0.077282141154195516 0.018129310903009507 -0.047730373028769542 0.085055347734575848 0.029068941907284748 0.04021520731999962 -0.0037625356517088471 -0.11372183960063585 0.0099066504072742728 -0.079282737330839709 -0.010170784074876267 -0.0029970884204764923 0.050609859425297846 0.032443087189873952 -0.12498910842868327 0.098150120390792933 -0.069833998199693756 0.0037718837289114973 0.00063665656334695045
leaf_weight=81.808674118659837 0.83833109261468264 0.27402934641577559 0.8580142866703685 2.0266810436733067 1.672464044102526 1.723367749917087 1.8865264297928686 14.061245536621524 0.52432081258916774 0.54185591007990286 1.9700309303589163 1.773905663751066 2.1074953229399389 2.1181501781102274 2.466859650798142 1.0892950112465767 9.952840769896282 1.2594126291805881 2.3298703921609545 4.8799370269116462 4.2937361113727093 0.78982951492071096 1.3660764768719671 2.116830968298018 1.3710329309105871 1.3853110799100248 2.6282966986764222 2.750154175933857 38.514734772383235 8.9437613623958878
leaf_count=1475 6 8 37 22 133 108 15 1185 83 29 46 24 21 36 22 27 88 31 92 28 60 5 6 16 26 62 83 182 526 151
internal_value=0.000892059 -0.00489418 -0.0190985 -0.00597745 -0.0502441 -0.0639469 0.00477944 0.00708093 -0.000646007 -0.0837328 0.0174395 0.0370206 0.00183813 0.0229499 0.0542212 -0.0216482 0.000838755 -0.00212307 -0.0300478 0.000784324 -0.0318384 0.00429578 -0.0727963 -0.00428438 -0.0332208 -0.0672612 0.0731203 0.00597007 0.0112555 -0.0159365
internal_weight=200.323 28.1508 11.4047 8.82327 3.05265 2.58138 16.7461 16.4721 14.5856 2.21432 5.77062 3.80059 172.172 7.7818 4.57435 3.20745 164.39 104.229 9.82853 94.4005 9.17367 85.2268 3.69595 6.13259 4.01576 2.64472 3.41813 60.1615 48.4676 11.6939
internal_count=4633 1696 405 260 168 145 1291 1283 1268 162 92 46 2937 106 43 63 2831 1884 233 1651 88 1563 98 135 119 93 88 947 614 333
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=1 2 2 4 3 3 0 1 4 4 2 4 4 3 3 4 2 2 4 4 2 4 0 1 3 0 4 4 2 4
split_gain=0.108571 0.188297 0.170028 0.132513 0.0988189 0.331002 0.283738 0.926144 0.499225 0.564014 0.512101 0.628288 0.423306 0.341584 0.420274 0.419023 0.416153 0.564192 0.836865 0.550884 0.408926 0.388876 0.210731 0.838924 1.21233 0.412491 1.72909 1.61569 1.34447 1.90385
threshold=89.89935142405001 -0.088880000000000001 -0.022394999999999998 45.044778924400006 0.10249000000000003 0.10176000000000003 86.692020874450009 62.095317438950012 41.873095646600007 42.686561923500008 -0.053874999999999999 41.16018805045001 40.330620469300008 0.43380000000000013 0.11296500000000002 36.859113051050009 -0.025719999999999996 -0.072755 41.11191809080001 36.257608591500009 0.15915000000000004 39.476991512000005 85.705356740550016 62.00390986255001 -0.17949499999999999 86.264556031700025 38.911218973650008 39.896141435400004 -0.102645 42.081757894750005
decision_type=2 2 2 2 2 2 2 2 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 22 8 -8 10 -10 11 12 -6 14 16 -16 17 18 19 -9 -17 -18 23 -1 -25 26 -24 -28 -29 -30
right_child=1 2 -4 -5 6 -7 7 13 9 -11 -12 -13 -14 -15 15 20 21 -19 -20 -21 -22 -23 25 24 -26 -27 27 28 29 -31
leaf_value=0.0016553188330351914 -0.10172136435963552 -0.10028636271410518 -0.10154035032177036 0.034137040894250702 0.006018110446604945 0.035956643002741581 0.069342475866553413 -0.0081350490132606618 -0.11069573853770634 -0.01571636604465982 -0.035325431003047178 0.037009116140500994 -0.046238638781498004 -0.055740142298402143 -0.027837433932368452 0.014407450355538032 -0.0095471208755893797 0.038171231913544462 0.031021071294693767 -0.11289635507028756 0.073970526556199317 -0.10314294996029148 0.10790889311304974 0.018427094932262449 -0.10187528443437964 0.00027776825222684901 -0.066121303272366691 0.070143846006329946 0.032627675622853722 -0.038091921402516521
leaf_weight=14.966563242278427 0.27829593094293159 0.084474339901589701 0.15102755355655861 0.55610261298716068 4.2662405138835311 2.826591311604715 1.9881545715034032 0.87119183451432292 1.0320281785679974 1.5861009657382963 4.2211545309983203 4.026836171746254 2.4348250954353716 1.1374159600381961 1.7108455147827024 5.1899148497177521 0.84799796064180533 2.0840666104923011 1.4349599727429447 1.1842903804354135 1.4817035943269727 0.93157999316463247 1.836814790964129 1.4125858692568729 2.058166537921351 115.74567136387122 2.6631518942303982 3.817812171764678 9.410489825531835 6.3927274444140485
leaf_count=655 293 138 163 18 40 28 15 13 38 40 37 19 19 32 30 79 16 31 19 41 31 25 13 32 205 2361 23 37 69 73
internal_value=0.000802361 -0.0309673 -0.00609309 0.0164103 0.000974412 0.00203784 -0.00372923 0.00478782 -0.0128741 -0.0531558 -0.00581928 0.00579063 -0.0129693 -0.00281826 0.00100686 0.0163139 -0.0164406 -0.00300006 -0.0275825 -0.0684945 0.0276358 -0.058543 0.0014322 -0.00861687 -0.0529126 0.00275688 0.014653 0.0069662 0.0168863 0.00402014
internal_weight=198.63 1.0699 0.791605 0.640577 197.56 161.131 36.4293 18.8621 17.5672 2.61813 14.9491 10.7279 6.70107 16.874 15.7366 8.38246 7.35409 5.57451 3.49044 2.05548 6.67162 1.77958 158.304 18.4373 3.47075 139.867 24.121 22.2842 19.621 15.8032
internal_count=4633 612 319 156 4021 3496 525 332 193 78 115 78 59 317 285 140 145 104 73 54 110 41 3468 892 237 2576 215 202 179 142
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=3 3 4 3 4 1 4 2 3 4 2 2 1 3 1 1 2 3 3 3 2 2 4 4 4 2 2 4 3 0
split_gain=0.10631 0.559504 0.84598 0.396908 0.355709 0.334963 0.339179 0.544631 0.863512 0.330584 0.692334 0.78087 0.3782 0.921121 0.534352 0.63947 0.389366 0.342464 0.329583 0.667158 0.52144 0.586912 0.865194 0.527681 0.653767 0.518862 0.464156 0.324996 0.319081 0.316931
threshold=1.0000000180025095e-35 -0.098985000000000004 41.909642283050012 0.072890000000000024 38.474425342400004 87.313054702550019 47.927946529500012 -0.15962499999999999 0.085715000000000027 44.578137159850009 -0.098419999999999994 -0.61402999999999996 81.339300736700025 0.086255000000000026 83.602982482550019 82.49264927465002 0.011900000000000003 0.078095000000000012 -0.23921499999999998 -0.24665999999999999 -0.036264999999999999 0.26597500000000007 37.765550062200006 48.914776625700007 38.751720283100006 -0.040509999999999997 -0.23557500000000001 44.202975721700007 0.083070000000000019 110.52251374275001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 4 -2 -3 6 9 -8 -9 12 11 -11 17 -14 15 -15 -16 -5 19 -1 23 22 -22 24 -20 -21 27 -26 -12 -7
right_child=3 2 -4 5 -6 29 7 8 -10 10 28 -13 13 14 16 -17 -18 -19 20 25 21 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0019148987080239573 0.039388051621218952 0.010283224526445749 -0.10451070623550517 0.035665714397106758 -0.035472326698504059 -0.10092323461662323 0.058292999573990575 -0.11015671150443819 0.047248836380012524 0.086857465471766399 0.051057783213544802 -0.10864083684569807 -0.10294244465677634 -0.02983173168085039 -0.1027475595714039 0.084561406238686382 0.061053531661684098 0.0016166537942843432 -0.049347344667564227 -0.090852889372527459 0.084544546717454122 0.051747246117020862 -0.077307686863961139 -0.042344585074431756 0.038833787550517383 0.0066543817863038554 0.067351805964669359 -0.075220598655894075 -0.027476329933791135 0.0021251185639907916
leaf_weight=14.605218769102068 2.6505034722058545 3.1021699900711601 1.1638715461012905 2.8958225382957599 3.4484374388703145 0.59926654963419312 2.4334136852994566 0.57779841459705383 0.79714191844686866 0.23174373523215752 0.92864168877713282 1.2868176340125503 1.1363753145051299 0.88651079888222761 0.60943228318137688 0.99899731297045946 0.18088380635890644 145.34716601328546 0.67086900969024998 1.4379741545708387 0.39290406068903649 0.82457288833393239 1.6530355823379066 0.81300521388766345 0.60050759833029477 0.82575320691103016 4.3048435302916923 0.4001458937273128 1.0704578367149222 0.55029255771933094
leaf_count=463 52 85 126 35 55 179 40 125 16 6 29 160 145 38 76 22 17 2028 66 48 7 40 88 32 38 26 109 28 41 413
internal_value=0.000716715 -0.00424958 -0.0274887 0.00175888 -0.0138039 0.00113759 0.00151793 0.0304243 -0.0188985 0.000810312 -0.0289028 -0.0788063 0.0014977 -0.0289924 0.00241286 0.0307771 -0.0652575 0.00228178 0.00250825 -0.00576098 0.0169487 -0.0180822 -0.0462254 0.0317596 0.0418405 -0.0552846 0.053371 -0.0067748 0.00900512 -0.0515941
internal_weight=197.425 34.2433 7.71448 163.181 6.55061 160.531 159.381 3.80835 1.37494 155.573 3.51766 1.51856 152.055 3.8122 2.67582 1.88551 0.790316 148.243 26.5288 16.8689 9.65988 2.87051 2.04594 6.78937 5.97637 2.26373 5.3055 1.00065 1.9991 1.14956
internal_count=4633 1211 266 3422 140 3370 2778 181 141 2597 236 166 2361 298 153 60 93 2063 945 537 408 135 95 273 241 74 175 66 70 592
is_linear=0
shrinkage=0.0980392


Tree=795
num_leaves=31
num_cat=0
split_feature=0 3 3 1 3 4 3 3 3 3 1 0 3 3 3 0 4 4 0 1 2 1 2 3 1 1 3 4 0 2
split_gain=0.302063 0.830719 0.872385 0.812304 1.52716 0.695109 0.68665 0.464488 1.3762 1.3485 0.749638 0.589166 1.15881 0.629786 0.495604 0.441736 0.901524 1.77091 0.962514 1.56686 2.69608 0.947627 0.945632 0.885127 0.916397 1.21309 0.679106 0.535544 1.04214 1.23433
threshold=85.705356740550016 0.11768500000000003 0.10087500000000002 62.00390986255001 -0.17949499999999999 39.571921479100006 0.096915000000000015 0.070640000000000022 -0.10978499999999999 0.083905000000000021 55.782817748650011 83.479313408550013 0.08759500000000002 0.087125000000000022 0.092185000000000031 91.109157582800023 38.621016321050007 37.041406607950009 90.321439350550008 63.910026677050006 -0.14314999999999997 62.907231794400012 -0.23168999999999998 0.4149000000000001 67.606656606400023 66.439865777750015 0.085855000000000029 38.751720283100006 94.300357383600002 -0.011849999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -9 -1 13 -13 -11 -14 16 17 26 19 21 22 -18 -21 24 25 -17 -2 -26 29 -29
right_child=15 -3 5 4 -6 -7 -8 9 -10 11 -12 12 14 -15 -16 23 18 -19 -20 20 -22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.0023569422067159129 -0.00065882885615432026 -0.0014864913867107022 -5.0815958343137019e-05 0.0004755544304071994 -0.0019293972739490757 0.001281620072262373 -0.0015392244603235333 0.0014249863144619353 -0.0016285005583703354 0.0004512596120564283 0.00044254448223377462 -0.0012039011227186309 0.00021065749229041722 -0.0022171522903349067 0.0016759685249264028 0.0001422870777447392 0.00013274032384240399 0.0016411623133232602 0.0010047292146627244 -0.0006275620146093153 -0.0024325597500438707 0.0012174797545644307 0.0016573826185024285 -0.0021284914843788332 -0.00019216226455175359 -0.0018781495628996312 0.00055156090383282432 0.0010746400415971601 7.941450704439678e-05 -0.00078003930773909858
leaf_weight=0.39633845860226991 2.7145756762474758 1.5242593546863634 2.8184307925403109 1.7073846246930768 2.5038552336191051 3.2308399673202075 1.0524404114112247 3.1730136327096243 2.0907185557589454 0.54044522659387417 5.0985712552210316 1.6254874595906583 2.286828495562077 0.91710508044343442 1.4501992282457647 2.4437065308447918 85.801155978813767 4.8474277481436729 4.8647499762300859 1.5832088817114711 2.4512802271347018 3.2122444566339245 1.2431287392973898 0.72070545118231066 19.545528652028224 2.1457075042417273 5.1884697638452053 8.2484590793028456 61.883082407513939 1.6566973265144032
leaf_count=125 29 32 27 32 201 36 14 51 120 21 211 21 41 37 11 42 660 33 58 36 66 28 7 44 678 60 41 126 1695 50
internal_value=0.000106844 -7.56988e-05 -1.26852e-06 -0.000176608 -0.000954345 0.000660821 -8.13718e-07 9.12912e-05 -0.000274537 0.000368987 0.000240622 -0.000122313 0.000178144 -0.00122773 0.000779289 0.000133467 0.000217329 0.00070811 0.00015422 0.000110339 -0.000927712 0.000171886 0.000377442 3.6361e-05 5.26263e-05 -0.000802336 0.00013581 9.55872e-05 0.000173932 0.000764434
internal_weight=238.966 30.4159 28.8917 22.8424 4.21124 6.04927 18.6311 17.5787 7.58563 9.99308 5.49491 6.82007 5.36252 1.45755 3.73703 208.55 111.906 12.7505 99.1558 94.291 5.27762 89.0134 2.82634 96.6439 95.9232 4.58941 7.90305 91.3338 71.7882 9.90516
internal_count=4633 980 948 885 233 63 652 638 456 182 336 131 73 58 52 3653 958 103 855 797 109 688 43 2695 2651 102 70 2549 1871 176
is_linear=0
shrinkage=0.00196078


Tree=796
num_leaves=31
num_cat=0
split_feature=1 1 3 0 0 1 4 2 2 1 3 4 1 3 1 1 0 4 1 1 3 0 0 4 4 2 3 3 3 4
split_gain=0.434416 0.799488 0.53369 0.527464 0.928396 0.612296 1.94848 0.671182 1.28189 0.606154 1.37805 1.76345 0.742535 0.589248 0.695623 0.924788 1.35909 0.941499 0.599433 0.67584 0.572787 0.546332 0.462805 1.88201 0.526931 1.34091 1.51803 2.21943 1.71669 0.936223
threshold=69.873026810350026 70.077349628250019 -0.26804999999999995 87.261973998100004 86.904409066750006 64.369753017350021 41.444941515100005 -0.083834999999999993 -0.06828999999999999 66.235542959850008 0.090465000000000031 35.119813570500007 65.509659264600018 0.08759500000000002 66.52858489605002 68.20618276945001 90.60910437050002 40.148327922700012 69.545034918450014 68.327163385350005 0.10336500000000003 89.711159354950013 86.681267041950008 42.546237522150008 41.976795488650005 -0.11692 0.08079500000000002 0.08846500000000003 0.092895000000000019 43.61821939175001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 22 6 -5 -8 -9 10 11 -7 -13 14 -11 16 -16 -18 19 20 -15 -12 24 -24 -1 29 -27 -28 -29 -26
right_child=1 2 -4 5 -6 9 7 8 -10 13 21 12 -14 18 15 -17 17 -19 -20 -21 -22 -23 23 -25 25 26 27 28 -30 -31
leaf_value=0.00021489219676085235 -0.0011475111114267957 -0.0014112359692785815 6.2618678697771936e-05 0.0014444278383919601 -0.00077491981005949203 0.0010910511669142257 0.00073868731343282442 -0.0010604528222216945 0.00042864221285614137 0.0017406934264495087 0.00109100639134742 -0.00062814738359577029 -0.0025054863403642558 -0.00053274321984750686 0.001355443870261203 0.00088606533744744781 0.00042401804990061019 -0.0025900796088643876 0.00097731197171563224 -0.0014205772570780428 0.00084872453127343315 -0.00023936476815875521 -6.53151226466023e-05 0.0015237763037028779 0.0011594876005316581 -0.0019826625493387364 0.00037502692072619324 -0.0024308618297822224 -0.00043197700589433054 -1.8861482318897401e-05
leaf_weight=54.425950501274201 2.2241032859310499 0.95624333177693088 77.448386798153479 7.1036498174071339 4.3697739543858907 1.1283914074301735 5.620061833411456 3.4993812888860703 6.0918138995766604 1.9233666658401514 2.598153967410326 1.3648677696473899 1.9925137618556616 2.694095653947441 0.97101029939949368 5.6387142884777859 0.61257878271862853 1.1398183738347141 1.7715645432472227 1.5866731484420595 2.0184179390780628 2.1847115329001099 8.0339366011321527 4.4539371207356444 4.3809492980362865 2.0720662475650924 10.725461071240717 2.2629642280808167 6.1170875952229835 6.3495409480601666
leaf_count=725 32 102 2400 90 41 8 37 36 38 21 23 22 37 44 12 57 21 32 14 19 19 25 47 66 64 134 105 56 103 203
internal_value=0.000128247 1.17582e-05 4.46432e-05 0.000189582 0.000109526 0.000355004 0.000596572 0.000200624 -0.000114659 0.000159869 -0.000248878 -0.00102957 -0.0017423 0.000366259 0.000677453 0.000432898 -0.000505369 -0.00153645 -3.03319e-05 -0.000313719 5.89536e-05 0.000483321 0.000148635 0.000501452 9.76016e-05 -0.000102462 -0.000388584 -0.0002157 -0.000971759 0.000462224
internal_weight=233.76 80.6287 78.4046 153.131 103.192 49.9398 22.3149 15.2113 9.5912 27.6249 9.26864 4.48577 3.35738 18.3562 10.2855 8.36212 2.72341 1.7524 8.07075 6.29919 4.71251 4.78287 98.8219 12.4879 86.334 31.9081 21.1776 19.1055 8.38005 10.7305
internal_count=4633 2534 2502 2099 1544 555 201 111 74 354 115 67 59 239 143 122 65 53 96 82 63 48 1503 113 1390 665 398 264 159 267
is_linear=0
shrinkage=0.00196078


Tree=797
num_leaves=31
num_cat=0
split_feature=0 1 0 3 1 0 1 4 3 1 2 0 1 2 4 2 1 2 1 0 4 3 2 1 2 2 2 1 0 2
split_gain=0.0953395 0.177207 0.185606 0.128137 0.327168 0.115407 0.68812 0.402206 0.410377 0.230205 0.781791 0.470973 0.563721 0.365347 0.357922 0.38843 0.236127 0.560581 0.18012 0.345025 0.927576 1.11792 0.609632 0.564718 0.299412 0.252361 0.31869 0.211265 1.06272 0.59631
threshold=114.09278614000002 89.052487112950018 122.35979489110001 -0.20885999999999996 93.155074220050025 109.03310793845002 82.299080289250014 44.749265482150008 -0.17949499999999999 81.573196594050017 -0.15962499999999999 104.86330937810001 82.815264250350012 0.20852500000000004 38.983591653800012 -0.10290999999999999 83.602982482550019 -0.24023999999999998 80.538140213850014 100.19345760555002 42.320906304050006 0.091705000000000023 -0.081844999999999987 78.473404369650012 0.11061500000000003 0.063030000000000017 -0.05953 75.424692849750016 96.978061681550017 0.13747000000000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 9 -7 8 -8 18 16 14 -13 -14 15 -12 -11 -18 19 27 21 22 23 -21 -23 26 -20 -1 -29 -30
right_child=1 2 -4 4 -6 6 7 -9 -10 10 11 12 13 -15 -16 -17 17 -19 25 20 -22 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00061619157878759455 -0.10757320267593479 0.067564037785150952 -0.10207553568832872 -0.11281581488480315 0.057934880232088676 -0.10691854100833587 0.058089914554066237 0.084460466404838661 -0.10231150798181715 0.07803886840822892 0.10720611988191114 0.064599085125776529 -0.10380572440829955 0.06227449478571602 -0.10541575400393365 -0.1024741418355887 -0.1046475433112098 0.055141872208678826 0.014241126606256288 0.035551458938360661 -0.090628800279950683 -0.098844655603283829 0.0723035436535788 -0.094023117482295693 -0.0074153420851006324 -0.0013904547812492898 0.076064213244806847 -0.080854200798967268 0.015600743459176645 0.088867500167248481
leaf_weight=164.3050435459827 0.22488862750833394 0.27487128582288278 0.17100964117298645 0.20417393006300699 0.24914182463908219 0.3368232807843009 0.35330742094083689 1.1446775083604732 0.29077288885036967 0.70893441949738167 0.18431825935840607 0.62124717188999035 0.56316388733284839 0.17318943628924899 1.4553294396828276 0.16968019195337491 0.32743304268660722 0.66639097941515502 2.4965421295783021 0.85003685833362375 1.5103634930128462 1.0808986198098862 1.7856306838802987 0.55658552723252797 0.53568989943596523 3.9248950909823179 1.2519379369914521 1.0500375542105747 8.7774010181019531 1.2718167956918467
leaf_count=2812 44 29 179 31 131 29 28 43 196 20 1 18 130 10 147 47 62 23 33 22 114 49 37 27 12 46 30 115 143 25
internal_value=0.000860232 -0.0281798 -0.00832358 0.0136934 -0.0189714 0.00102645 0.0242012 0.048891 -0.014324 0.000772881 -0.0206952 -0.0500753 -0.00555565 -0.0647439 -0.0834799 0.0067012 0.0339481 0.0024964 0.00132486 0.000691162 -0.0222655 -0.000793914 0.0335173 -0.0157198 -0.0685477 0.0163323 0.0348891 0.00151821 0.014871 0.0248733
internal_weight=197.516 1.12409 0.899197 0.728187 0.453316 196.392 2.12558 1.78876 0.64408 194.267 4.86969 3.16693 1.3576 0.736353 1.80933 0.353998 1.70276 0.993824 189.397 181.724 6.31921 4.80884 3.19225 1.40662 1.61659 7.67338 3.74848 175.404 11.0993 10.0492
internal_count=4633 414 370 191 162 4219 296 267 224 3923 458 353 158 140 195 48 105 85 3465 3356 261 147 86 49 61 109 63 3095 283 168
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=1 2 2 2 3 4 3 3 1 2 1 4 0 3 4 4 1 4 0 4 4 4 1 4 4 4 2 2 1 2
split_gain=0.350506 0.311577 1.22387 0.81694 1.01713 1.0673 0.827008 0.95382 1.43226 1.23611 1.34534 0.825085 0.808049 0.716697 1.56976 1.49781 1.50082 1.22921 1.02095 0.945254 1.05326 0.807494 1.14506 0.649458 0.849928 0.696882 0.643605 0.624029 0.617835 0.617077
threshold=89.89935142405001 -0.079369999999999996 -0.077085000000000001 -0.082654999999999992 0.085345000000000018 41.037275035300006 0.08326500000000002 0.080960000000000018 61.950140699950005 -0.094409999999999994 67.254468591300011 43.182896969600009 94.75470680765001 0.088145000000000015 39.571921479100006 38.110427674550003 65.644082171150004 43.084051236300006 101.19356403005001 43.384297312450009 36.558960102350007 42.957059535450007 62.036171360100006 37.232443001650005 35.771221912400001 35.374259656300005 -0.097799999999999984 -0.44343499999999997 62.111448187750007 -0.21563499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 12 6 -5 -6 7 23 -9 10 -10 -7 28 14 15 16 -8 -16 19 20 -15 -22 -23 24 25 29 -21 -20 -3 -1
right_child=-2 2 -4 4 5 11 13 8 9 -11 -12 -13 -14 18 17 -17 -18 -19 27 26 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021789378511068123 -0.00078200439045913875 0.00027733761260217591 0.00014399641368689634 0.00024467568707485401 0.00021522635301464852 -0.0023143497900409669 0.0018762396274666958 0.00079500534811865087 0.00066932112341569689 -0.0029517357887305887 -0.002352535140832601 -0.00017136988034881641 -1.6262850802239717e-05 0.00094807077333558336 0.00099038839934716648 -0.0021551680342216974 -0.0015002062245281235 6.6909598619782913e-05 9.9896219080850704e-05 0.0002187978566990972 1.5918000159596409e-05 0.00018181508387177931 -0.0026012214965740548 5.8129690969265622e-05 -0.0024351068620791444 0.0020046606105393488 0.0017654746119397857 -0.0022051791047150598 0.0019996103297245005 0.0008737407817613422
leaf_weight=0.62387683142151218 1.6794285949399625 1.089731104671954 100.3277312552782 3.78681518929079 1.6150789244566111 2.4792987629771237 1.1393700798507813 1.3592023844830681 1.2939524762332442 1.4773583579808476 1.0074297601822761 0.95752686774358142 1.8543210650386752 4.5121730567188925 14.941906952299179 1.5998303068336097 0.910690150958544 8.8083874851581623 0.72741811686137214 1.9871334880590437 40.364529547761776 1.1574114225804799 1.1168813710100947 29.835694650668302 0.95652685430832196 0.44001451367512334 2.1573750954121342 1.1905752512247989 3.0204055758658797 0.43009905144572191
leaf_count=95 612 6 1508 39 20 69 14 11 13 23 87 11 21 70 112 40 43 150 32 44 417 21 21 887 70 4 13 84 80 16
internal_value=0.000110558 0.000116987 0.000195297 5.13819e-05 -0.000523595 -0.00109948 9.44364e-05 -0.000146445 -0.00093114 -0.00155203 -0.000653496 -0.0017173 0.00105822 0.000206263 0.000463912 -0.000733281 0.000376334 0.000647893 7.35973e-05 0.000126115 4.72007e-05 -4.81322e-05 -0.00118491 -2.15702e-05 -0.000991937 -6.79482e-05 0.0010239 -0.00133096 0.00154298 -0.000933222
internal_weight=234.848 233.169 106.292 126.877 8.83872 5.0519 118.038 37.4242 5.13794 3.77874 2.30138 3.43683 5.96446 80.6137 27.4002 3.64989 2.05006 23.7503 53.2135 51.2955 47.151 42.6388 2.27429 32.2862 2.45052 1.49399 4.14451 1.91799 4.11014 1.05398
internal_count=4633 4021 1615 2406 139 100 2267 1206 134 123 100 80 107 1061 359 97 57 262 702 586 529 459 42 1072 185 115 57 116 86 111
is_linear=0
shrinkage=0.00196078


Tree=799
num_leaves=31
num_cat=0
split_feature=4 2 0 4 2 3 4 1 2 2 2 1 2 3 0 3 0 1 2 1 1 2 0 1 1 2 2 2 1 2
split_gain=0.110138 0.229937 0.153213 0.122652 0.698258 0.253909 0.406001 0.12331 0.488561 1.24754 0.911412 0.715086 0.644205 0.549397 0.781727 0.589704 0.766981 1.01909 0.757331 1.09394 0.493867 0.483781 0.477406 0.472066 0.908387 0.585576 0.782998 1.21791 1.02793 0.576615
threshold=31.914316944300001 -0.10771499999999999 94.109476856350014 34.515670600900002 0.15915000000000004 0.08729000000000002 33.361153777850006 61.971648364950006 -0.095074999999999993 -0.11534 -0.086139999999999994 61.885617704800005 -0.25572 0.10336500000000003 86.103248543850015 0.092185000000000031 86.420486603250012 61.950140699950005 -0.036264999999999999 61.546871980350012 61.907125369850007 -0.013285 67.058211147750015 62.041548276350007 62.036171360100006 -0.064729999999999996 -0.082654999999999992 -0.084259999999999988 62.00390986255001 -0.086139999999999994
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 -2 8 9 11 -10 -5 -13 15 -15 16 17 18 -12 21 -17 -20 -23 24 25 26 27 29 -28 -9
right_child=3 2 -4 7 -6 -7 -8 23 10 -11 13 12 -14 14 -16 20 -18 -19 19 -21 -22 22 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.10544792378060307 0.068492971719965795 0.054167145111674878 -0.10157782057833101 0.0063583968831781622 -0.078712847381493728 0.060695469923642879 -0.060844958187464805 0.0064372184269174335 0.042474822293689513 -0.085005768978599641 -0.049770718154807159 0.012617384801242571 -0.12767990085888559 -0.080612637820808131 0.0086587580133647649 0.0048294393572098013 0.029668823026187893 -0.1336453412338619 0.099136135824807001 0.10316793620312018 0.06689442747737312 0.094747222734362022 -0.11785584963160695 -0.00031900163720601388 0.091160289000402434 0.034058202963244709 0.0052007762185867501 0.08316277480506995 -0.09978690672118283 -0.071318455426203117
leaf_weight=0.29419695924389089 0.44655372137276561 0.25407391006592561 0.084061790406622094 8.2032761291738989 0.60019443553028384 1.9377136261302892 0.5316623604776396 6.4223377831513089 4.8220963424537322 2.4318700041621915 2.814506635069848 0.543956458568573 0.8216517022519827 2.1272479140898208 1.820273872464895 3.3590095164254299 2.7372883576899767 0.88087557547260065 0.1831712541461461 1.015750193968415 2.07351129129529 0.12701451056637258 0.62706777780113043 136.81651168601275 1.4820190900936712 6.7328905481845149 2.1400334835052504 1.9716144171543408 1.6528796139173207 1.1200508996844289
leaf_count=129 17 11 82 252 22 73 34 136 28 36 30 2 51 30 12 40 17 14 5 13 14 4 144 3279 25 65 18 9 31 10
internal_value=0.000868188 -0.0407994 0.0154484 0.00100231 0.0195113 0.0397291 -0.00180245 0.000664983 -0.00474418 -0.0210494 0.00391866 -0.00479527 -0.0717959 -0.00654652 -0.039448 0.00285262 -0.0137747 -0.0348281 -0.01657 0.0312761 0.0285187 -0.0466367 -0.0820459 0.0018466 0.0156136 0.0100266 -0.00213267 0.0131834 -0.0405509 -0.00510956
internal_weight=197.075 0.632333 0.338136 196.443 3.51612 2.91593 0.978216 192.927 34.5886 12.0008 22.5878 9.56888 1.36561 17.7657 3.94752 13.8182 8.38567 5.64839 4.76751 1.953 5.43252 0.937254 0.754082 158.338 21.5218 20.0398 13.3069 9.514 3.79291 7.54239
internal_count=4633 222 93 4411 146 124 51 4265 692 341 351 305 53 323 42 281 227 210 196 166 54 153 148 3573 294 269 204 155 49 146
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=0 0 2 2 4 0 1 3 2 2 0 3 1 2 2 1 0 2 0 4 2 3 1 3 3 2 4 0 0 1
split_gain=0.438396 0.821556 1.68153 0.688959 0.708745 0.576296 0.711703 0.913989 0.551619 1.58638 0.976 1.0044 0.882222 1.26386 2.50642 1.14954 1.35392 0.906179 0.864895 0.712594 0.855063 0.657283 1.12884 0.674895 0.572761 0.817968 0.605646 0.511543 0.989633 0.615547
threshold=93.972365491700018 94.770837556450019 -0.14907499999999999 -0.079369999999999996 39.065416244600009 93.843319501450011 69.873026810350026 -0.10696499999999999 -0.057599999999999998 -0.068964999999999985 95.050437202000012 -0.22831499999999999 75.28220456885002 -0.095854999999999996 -0.076544999999999988 75.629015667650023 97.491557184450016 -0.102645 100.19345760555002 41.559097512700014 -0.14008999999999996 0.08919500000000001 72.04530097975001 0.076835000000000028 0.098085000000000019 0.22387500000000005 38.060777288450005 87.261973998100004 86.904409066750006 64.630533455950015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 -4 -5 6 27 -8 9 12 -10 -12 13 17 -15 -14 -17 21 19 20 -18 22 -3 -24 25 -13 -26 28 -1 -29
right_child=1 8 3 4 -6 -7 7 -9 10 -11 11 24 15 14 -16 16 18 -19 -20 -21 -22 -23 23 -25 26 -27 -28 29 -30 -31
leaf_value=0.00015773483256331043 0.00083221705584936073 -0.0024399411827574062 -0.002153387467471807 -0.0015005198192569896 0.00045181851104054375 0.001010786033609062 0.00066547353897907532 -0.001432332999312821 0.0019317907363288066 -0.0024209900272293794 -0.0019051303775449878 0.00052031766839273044 0.0011901485734901282 -0.0022425495685790323 0.00069554752093221254 -0.0023976665021352732 -0.0011743539775237444 0.0010493986179540078 -0.00016476730320469506 0.0013437765378519341 0.00079152579038552055 0.00019412299471411543 0.0011806757003161546 -0.0012329684447973518 0.00037564191430891478 -0.0005501712659344701 -0.0010534358647996808 0.0005970306967858453 -0.0007990757268037745 0.00014869347158098271
leaf_weight=95.936198916067951 2.1145074369560461 1.2637538678245612 1.9783340602443784 1.6482526138424867 1.2624473409377968 3.2377527894568621 1.2285874352091926 2.2809148538835862 1.3045885602477962 1.079499479405057 0.84735220860603178 21.07553490721148 3.8888655561022487 3.171024608775042 1.7227723605465133 0.84774925169768067 1.3167231942934452 2.4379726760089389 13.190756644766223 3.3358028372749686 2.4030947447754469 3.8854416294489056 0.89752241183305137 0.8841742662480101 2.1687051560620594 3.1551370669039889 2.4040616527017846 22.640710357576609 4.3442586280871174 24.52956912398804
leaf_count=1503 74 70 133 24 47 35 23 98 9 63 77 369 37 104 18 29 39 17 913 28 21 49 28 19 40 134 94 203 41 294
internal_value=0.000131609 1.21085e-05 -0.000628715 -0.00126057 -0.000653739 0.000192278 0.000174723 -0.000697944 7.50715e-05 -7.60563e-05 0.000271944 0.000198913 -1.1556e-05 -0.000400641 -0.00120825 0.000210571 2.9978e-05 2.12083e-05 0.000131628 0.000685749 9.56532e-05 -0.000340462 -0.0010225 -1.71051e-05 0.00026081 0.000380927 -0.000375674 0.000195494 0.000116285 0.000363886
internal_weight=232.482 78.2841 7.00354 4.88903 2.9107 154.198 150.96 3.5095 71.2805 40.3252 30.9554 29.6508 39.2457 14.2627 4.8938 24.983 21.0941 9.36886 20.2464 7.05562 3.71982 6.93089 3.04545 1.7817 28.8034 24.2307 4.57277 147.451 100.28 47.1703
internal_count=4633 2436 278 204 71 2197 2162 121 2158 1435 723 714 1372 305 122 1067 1030 183 1001 88 60 166 117 47 637 503 134 2041 1544 497
is_linear=0
shrinkage=0.00196078


Tree=801
num_leaves=31
num_cat=0
split_feature=1 1 1 0 4 3 0 0 4 1 4 2 1 0 1 1 1 3 0 3 3 2 2 2 2 2 3 3 4 3
split_gain=0.0974043 0.547582 0.426673 0.412211 0.936033 0.492401 0.414518 0.629041 0.346181 0.657867 0.412435 0.440443 0.548265 0.504726 0.40275 0.343171 1.11446 0.963404 0.802575 0.593613 0.557508 1.24506 0.841105 1.47803 0.613463 1.42403 0.352552 0.596252 0.594486 0.374576
threshold=69.873026810350026 70.077349628250019 69.545034918450014 92.773313165550022 36.654713368950006 0.08674500000000003 87.261973998100004 86.904409066750006 38.238138001450004 70.128430332750014 37.995872310650007 -0.033594999999999993 72.62331947780001 96.631250582750013 78.196493182200015 74.757955233350017 72.62331947780001 -0.22831499999999999 94.75470680765001 0.079605000000000023 0.091385000000000022 -0.097799999999999984 -0.10040499999999999 -0.070854999999999987 -0.095854999999999996 -0.079369999999999996 0.12001500000000002 0.10052500000000002 40.165165956550005 0.087245000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 -5 -6 7 -1 10 -10 11 13 -13 -3 -14 16 17 -11 -18 -19 21 -21 -22 -24 -23 -26 27 29 -29 -17
right_child=1 8 -4 4 5 -7 -8 -9 9 15 -12 12 14 -15 -16 26 18 19 -20 20 22 24 23 -25 25 -27 -28 28 -30 -31
leaf_value=0.00073899312510039756 -0.055441672994114205 -0.076475995454146017 0.038776439839698459 0.039379714065196546 -0.028761152421183562 -0.11764009765285693 0.011664690859441223 -0.039909982048727956 0.075302551500214893 -0.12049064098640867 -0.1070545894759265 0.048799647151848188 -0.11195014922448032 -0.0066895829031698292 0.00086642254533375964 -0.0018295085021961912 0.020549496867186851 0.044604610329555094 -0.11708854674925134 -0.10579499277542162 0.076477237100230411 0.053355675370407189 -0.10949620678516803 0.049767450414515566 -0.11171524549723653 0.0079667178471588048 0.05191647026547247 -0.1190528368291266 -0.01189683795077435 0.019914399207290698
leaf_weight=83.678979311633157 1.8785731212701637 1.7649246686341937 3.1614351616008198 1.2762926165014499 1.5135444389306942 1.0597997764125464 35.759563449420966 3.9884292613714925 1.2027447870350432 0.65582567590173013 0.5086354755621868 1.8853266648948177 0.44402058294508595 2.5105890926517986 1.1013003419543563 17.995428431418986 0.58637122006621156 2.8396520056194268 1.5266536970157174 1.425125976093115 1.7698273342102764 1.5016686636954544 0.97379196813562874 1.4509307984117179 1.2746399756288154 4.5182788532256346 1.6113260803213041 0.72657869605427494 1.8012432834439094 14.15380094939246
leaf_count=1503 32 62 32 12 43 28 440 41 13 21 49 17 22 302 128 896 23 61 69 118 33 11 38 31 50 56 64 27 48 363
internal_value=0.000902393 -0.00222466 0.00248721 0.00158582 -0.0306383 -0.0653648 0.00259088 -0.00111033 -0.000668158 0.00214334 -0.0198388 -0.0140822 0.0126067 -0.0354973 -0.0315494 0.000537973 -0.0105372 -0.00173523 -0.0788935 0.00320848 -0.0058939 -0.0203045 0.0240632 -0.0141944 -0.00360244 -0.0183674 0.00619112 0.00406642 -0.042697 0.00774332
internal_weight=196.545 66.1073 130.438 127.277 3.84964 2.57334 123.427 87.6674 64.2287 56.0139 8.2148 7.70616 3.43065 4.27551 1.54532 54.8111 18.5228 16.4097 2.11302 15.7539 12.9143 8.71971 4.19455 2.42472 7.29459 5.79292 36.2884 34.6771 2.52782 32.1492
internal_count=4633 2534 2099 2067 83 71 1984 1544 2502 1922 580 531 167 364 150 1909 511 419 92 398 337 235 102 69 117 106 1398 1334 75 1259
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=3 3 0 0 3 0 4 0 1 4 2 2 2 3 4 3 4 4 4 2 2 1 1 4 4 4 3 2 3 3
split_gain=0.103173 0.628472 1.43884 1.49841 1.13239 0.656 0.803529 0.801481 0.579784 0.555404 0.999305 1.26961 1.40064 0.871066 0.789888 0.919515 0.680537 0.928745 0.882212 0.732014 0.77139 0.581892 0.92441 0.493019 0.423098 0.680577 0.496692 0.63317 0.727323 0.617412
threshold=0.088145000000000015 0.090465000000000031 87.261973998100004 86.208098410950015 0.089345000000000022 88.350799540950007 40.94178426300001 96.324766355850002 77.852370541550016 39.788107623550012 -0.057599999999999998 -0.11963999999999998 -0.14510999999999999 0.088075000000000028 36.016191615950007 -0.078164999999999998 40.00488309970001 40.165165956550005 40.371455563000005 0.11873000000000002 -0.24150999999999997 75.085947125300024 78.962703749400006 41.835830569250014 43.735142172100005 41.559097512700014 0.10176000000000003 -0.082404999999999992 0.098950000000000024 0.10487000000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 4 -2 -4 8 -8 -7 10 11 12 -1 16 -13 -16 -11 -18 -19 20 -20 -12 -23 -9 25 -3 27 -27 -29 -28
right_child=1 24 5 -5 -6 6 7 23 -10 13 21 14 -14 -15 15 -17 17 18 19 -21 -22 22 -24 -25 -26 26 29 28 -30 -31
leaf_value=-0.038101585999163218 0.032354617781797275 0.0059326134388251878 0.115057381588757 -0.12127116872501875 -0.1122551907269404 0.0056924171123526428 -0.12662844560643932 -0.062890731684759379 0.095557092657897733 0.061343795389203218 0.017135040390864352 0.014379801504821849 0.067099611489526714 0.071169421432657309 -0.0074715381276871653 -0.11982884042198949 -0.089346603822245851 0.066748429537222168 -0.070522272396548027 -0.049225884531946103 0.006571464029546354 -0.19016142428124774 -0.0042634411059006587 0.030419978671452897 0.036577474702493805 -0.013188284011424729 0.039047246164150014 -0.09675670535163397 -0.0030848581630667435 -0.014144866270652834
leaf_weight=3.6279654971442596 1.7945730891660772 57.26451476075033 0.504738189280033 2.3906696494668722 0.77551067012245756 3.0904007709468715 0.81037130852928418 1.0170849603164245 0.93519913175850877 2.1053067892644313 10.379043681197798 0.86583982685624672 1.9435489779607449 2.0616175772738634 0.97585869673639569 2.872109336527501 1.057755241414269 2.2448472543583184 1.3238354046243319 2.5787992383993688 66.208796149134287 0.35773511690786008 1.0604148263932982 1.2774116216241962 3.3229544403075115 7.8660424440768111 3.0273610291569621 2.3476505966536956 1.2813272785861043 7.8157172661922232
leaf_count=356 31 920 2 21 41 44 25 10 52 35 113 27 35 10 20 74 37 46 273 162 1629 13 102 107 89 111 28 60 23 137
internal_value=0.000804107 -0.00154432 -0.0223567 -0.0642869 -0.0112807 0.00488633 -0.00291225 -0.0411362 0.0265691 0.00305493 -0.0109374 -0.0337201 -0.00140354 0.00703768 -0.0719168 -0.0913346 0.00528694 0.00367938 0.0050393 0.00306348 0.0050602 0.00892559 -0.0511571 -0.010942 0.00161697 0.000157568 -0.014647 -0.0291294 -0.0636828 0.000706242
internal_weight=195.185 95.5215 12.596 4.96075 2.57008 7.63521 7.13047 3.10487 4.0256 99.6635 22.0825 10.2853 5.57151 77.581 4.71381 3.84797 75.5193 73.414 72.3563 70.1114 67.5326 11.7972 1.41815 2.2945 82.9256 79.6026 22.3381 11.495 3.62898 10.8431
internal_count=4633 1701 333 93 72 240 238 142 96 2932 740 512 391 2192 121 94 2182 2147 2110 2064 1902 228 115 117 1368 1279 359 194 83 165
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=0 0 4 1 4 3 3 0 4 0 2 2 3 0 0 0 1 3 4 2 0 3 1 2 4 3 4 1 0 3
split_gain=0.109218 0.473315 0.718906 0.375631 0.515743 0.378872 1.40489 0.573242 0.479162 0.352796 0.322179 0.684406 0.770049 0.489804 0.619919 0.633113 0.50377 0.45471 0.442746 0.433141 0.48092 0.679276 0.403983 0.347091 0.317041 0.297476 0.346906 0.296781 0.274108 0.468749
threshold=97.789976036950009 97.491557184450016 40.636252116050009 78.196493182200015 42.081757894750005 0.10821500000000002 0.091705000000000023 99.403050915200012 40.300545846000013 98.230883170350012 -0.15962499999999999 -0.09280999999999999 0.074735000000000024 99.647700605050019 100.53758024625002 101.11291028615001 78.895492296100016 0.070640000000000022 38.983591653800012 -0.61402999999999996 102.21786657775002 0.079745000000000024 80.538140213850014 -0.21563499999999999 49.960114208400007 -0.222165 47.309807198350008 81.339300736700025 104.86330937810001 0.10214000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 6 8 -7 9 -2 19 12 17 -13 -15 -16 -17 18 -12 -5 -21 23 -18 -22 -6 -24 27 -27 29 -29
right_child=3 2 -4 10 24 7 -8 -9 -10 -11 11 13 -14 14 15 16 22 -19 -20 20 21 -23 25 -25 -26 26 -28 28 -30 -31
leaf_value=0.0007822353181592516 0.039240805967418274 -0.011470960321803952 0.065979012470241336 -0.10336839858951193 -0.10516514405444605 0.054840579811922488 -0.11378631187109162 -0.042756162559985662 0.030903441516216969 -0.10722195564898421 0.084573595677247787 -0.072885097015240305 -0.10358973526530291 0.063421476782252142 -0.076600220755421458 0.066857759207769138 -0.05705083729609594 0.087211180629420917 -0.10406980342744986 0.083094746188123153 -0.03722599076447005 -0.10497981696720014 -0.10635050090533196 0.069955122811806769 0.013367751517179128 0.019311093901920408 0.061479872335195196 -0.10603459723765081 0.0050146372287062846 0.011624298985865181
leaf_weight=159.932730048964 0.24086634721607181 2.1159316727425894 2.7640544383903034 0.2283540315768281 1.0513101589604046 1.6168650118634107 1.3716498241992665 0.9586415251251309 2.2896829834207892 0.5184822365627042 0.17901554012224286 0.7718904130160763 1.3313569884127217 1.8168446454219509 0.97244585235603054 1.268518361786845 1.1055669643683348 0.44843490450875834 0.40790667560941074 1.4150361332285712 0.42785156856712125 0.42692483563405392 0.22519884494249609 1.0283007432844891 0.28732130595017213 4.2754042868036759 1.1383976555807747 0.77486127421798323 1.7519937121428482 0.60141139902407303
leaf_count=2831 6 23 33 46 84 26 49 36 19 54 16 10 300 19 23 26 34 12 40 29 85 132 60 73 28 51 55 67 357 9
internal_value=0.000723575 0.00171833 0.0323972 -0.00494339 -0.0228553 -0.0119743 -0.0297368 0.0185136 0.0080741 -0.0607638 0.00230534 -0.00337956 -0.0532879 0.00465434 0.00895077 0.000781173 0.00753522 0.0113949 -0.0465322 0.0298221 0.0390439 0.00594198 -8.68807e-05 0.0384628 -0.0797235 0.00709637 0.0100872 0.00218503 -0.0212212 -0.0546193
internal_weight=193.743 164.813 4.87999 28.9305 8.33482 6.99619 4.42068 2.57551 3.04903 0.759349 20.5957 17.0692 2.36671 14.7025 13.9306 12.1138 11.1414 1.03536 0.586922 3.52647 3.29811 1.88308 9.87283 1.45615 1.33863 8.76727 8.54207 7.40367 3.12827 1.37627
internal_count=4633 2887 56 1746 302 190 128 62 79 60 1444 1079 368 711 701 682 659 68 56 365 319 290 633 158 112 599 539 484 433 76
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=0 1 0 3 0 0 1 4 3 1 3 1 2 1 4 2 4 4 4 0 1 2 2 3 1 4 4 3 2 1
split_gain=0.0973222 0.142996 0.155815 0.122582 0.265772 0.0921342 0.571337 0.339252 0.378081 0.199065 0.320466 0.465996 0.332496 0.179964 0.14594 0.481875 0.477312 0.350001 0.463951 0.354719 0.345326 0.325443 0.607017 0.267063 0.266862 0.219933 0.75952 1.33249 0.708199 0.597927
threshold=114.09278614000002 89.052487112950018 122.35979489110001 -0.15544999999999998 116.75435968915001 109.03310793845002 82.299080289250014 44.749265482150008 -0.17949499999999999 83.602982482550019 0.090235000000000024 87.313054702550019 -0.092084999999999986 85.213368902700012 49.064150740050003 -0.23265499999999997 48.823707093150006 44.578137159850009 44.749265482150008 71.144667506050013 61.944763783650011 -0.237895 -0.61402999999999996 0.08326500000000002 55.855406118200008 43.182896969600009 43.084051236300006 0.080960000000000018 -0.14704500000000001 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=5 -2 3 -3 -5 9 -7 8 -8 14 11 12 -11 -14 16 24 17 25 -19 -20 -21 22 -22 -23 -16 26 -1 -28 -27 -30
right_child=1 2 -4 4 -6 6 7 -9 -10 10 -12 -13 13 -15 15 -17 -18 18 19 20 21 23 -24 -25 -26 28 27 -29 29 -31
leaf_value=0.001228702133960413 -0.10632628570314057 0.046416028029450065 -0.10184451262877177 0.083055280594889286 -0.11192668801232566 -0.10590515760683571 0.056981443433568681 0.08051482029740073 -0.10217706881186411 0.060909256796030091 -0.10362714129102513 -0.10286987826432673 -0.1049832559726718 0.021512160962170498 0.034839980687147491 -0.10544946615426316 0.045864002530187992 -0.11144987828014835 0.08429133230556303 -0.073959697676758973 0.086566722246733271 0.017077758229108363 -0.11009604571343722 -0.04183674673977112 -0.038118669393353982 0.063566244572979463 0.04075686238860643 -0.10689731427729365 0.03336529743454196 -0.0078753384734901091
leaf_weight=153.95167581996066 0.19813420357422618 0.38145498908124864 0.15641108850843466 0.11156664586383158 0.18721416268067514 0.29349150572670524 0.33532977770664707 1.0303755576314868 0.26897133040483834 0.77778104118624469 0.46171102474909265 0.40108874544603157 0.24482566659571536 0.20804254237737041 1.0492193531245 0.55280663583835021 2.3686713068746021 0.5285292866974477 0.34749939320681722 0.97911422251490865 0.20454078959301114 3.1381988774519423 0.67452409725774387 1.019357285738806 0.96010030299657945 2.3128623375159831 0.96340173432326937 1.6717512053437529 5.0275199575353353 11.690082873872596
leaf_count=2543 44 35 179 31 125 29 28 43 196 44 79 125 30 12 22 135 39 31 15 57 4 120 136 40 28 72 27 46 65 253
internal_value=0.000647545 -0.0299377 -0.0118473 0.00884629 -0.0391192 0.000812847 0.0225619 0.045627 -0.0138592 0.000591589 -0.0300742 -0.00926193 0.0212464 -0.0468727 0.000934085 -0.0227686 0.00126257 0.000683714 -0.0214223 -0.0139446 -0.0196192 -0.00905552 -0.0643366 0.00263299 -2.13824e-05 0.00155122 0.000317525 -0.0529155 0.0117024 0.00452704
internal_weight=192.496 1.03478 0.836647 0.680236 0.298781 191.461 1.92817 1.63468 0.604301 189.533 2.09345 1.63174 1.23065 0.452868 187.44 2.56213 184.878 182.509 6.89176 6.36323 6.01574 5.03662 0.879065 4.15756 2.00932 175.617 156.587 2.63515 19.0305 16.7176
internal_count=4633 414 370 191 156 4219 296 267 224 3923 290 211 86 42 3633 185 3448 3409 403 372 357 300 140 160 50 3006 2616 73 390 318
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=3 3 1 2 0 0 2 3 1 2 2 3 3 3 3 0 3 1 3 1 0 2 1 0 4 2 2 3 1 4
split_gain=0.0856617 0.469379 0.38023 0.371234 0.516519 0.485586 0.784996 0.227371 0.667424 0.21876 0.380652 0.395246 0.524458 0.391538 0.328622 0.195553 0.179234 0.178514 0.844643 0.637567 0.591139 0.567488 0.661255 0.789071 0.708998 0.506127 0.803421 0.59571 0.88539 0.692021
threshold=0.11636500000000001 0.11296500000000002 67.254468591300011 -0.031989999999999998 97.32487278035002 86.135510041400025 -0.11692 0.11071500000000002 62.245871094250013 0.22387500000000005 0.26056000000000007 -0.11223 0.094595000000000026 0.076835000000000028 0.08079500000000002 99.524031531050014 0.25799500000000009 61.971648364950006 0.10385500000000002 62.009286778800011 86.904409066750006 -0.088039999999999993 62.00390986255001 85.931187223550012 41.972095654800007 -0.095074999999999993 -0.105535 0.08079500000000002 61.944763783650011 40.21994457600001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 4 5 16 -7 9 -9 17 14 -12 13 -13 -11 -6 -2 18 20 21 25 22 23 24 -19 26 -1 28 29 -27
right_child=3 2 -4 -5 15 6 -8 8 -10 10 11 12 -14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0013761150420728778 -0.023522515243380872 0.083255699922003268 0.0031058018645784133 0.013788013933614561 0.07594652373012023 -0.0094012817249885458 -0.10456559533172922 0.018354972180742158 -0.097996291502284116 -0.025256607405085809 0.04148765426321567 0.00065833484153247739 0.013777841034951844 -0.10984914839507043 -0.11435573940740754 -0.0014896257034889275 0.014112793516233766 0.041579580602028716 -0.065261121465515659 0.0012914074980824408 -0.065111838745690806 0.04211268743915772 0.056679806274220125 -0.16707307728397658 -0.11265813478093137 -0.10645926950826377 -0.075503061477894942 0.024815383943747032 -0.12567890738291412 0.0380104676388138
leaf_weight=8.8350798157553108 3.0014137527905387 1.2521272539161139 1.1225052289992161 5.7285069729077795 0.70838190801441558 1.7707946228329072 1.6979363859209136 1.1188468515174457 0.88139805819537276 1.2250137992523367 1.4536358980003568 0.514124333209111 1.8145649770840462 0.85186151890593464 0.62522472772980098 0.60434290089153819 2.1877783564850688 0.88910893956199311 2.1834906414151183 126.60992666030916 1.3450307473540295 7.2604492539539915 0.92643044143915165 0.42120128637179721 0.44830698147416115 0.4238317608833343 1.7521098256111152 11.734304531302767 0.68427691608667363 1.523010374025034
leaf_count=364 37 16 29 101 12 26 30 11 34 31 66 33 34 77 39 47 15 65 21 3147 21 52 3 5 18 4 23 136 8 128
internal_value=0.000578289 0.00120999 0.0453683 -0.00649939 -0.0181553 -0.0270179 -0.055984 0.000605685 -0.0329146 0.000996592 -0.0170203 -0.00171099 -0.0214545 -0.0682568 -0.0553646 0.040297 -0.00765536 0.00170449 -0.00549699 0.00320649 -0.000534784 0.0275862 -0.0116937 -0.0477125 -0.0101215 0.00294614 -0.0136436 0.0151727 -0.0278321 0.00655909
internal_weight=191.595 175.896 2.37463 15.6992 9.97065 8.65792 3.46873 173.521 2.00024 171.521 6.48443 4.63419 3.18055 1.36599 1.85024 1.31272 5.18919 165.037 28.4811 136.555 26.2976 9.9455 2.68505 1.75862 1.33742 24.9526 10.5872 14.3654 2.63112 1.94684
internal_count=4633 4365 45 268 167 108 56 4320 45 4275 280 210 144 110 70 59 52 3995 705 3290 684 143 91 88 83 663 387 276 140 132
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=0 2 1 1 4 2 1 0 2 4 3 4 2 3 2 3 0 1 0 2 2 4 1 3 2 2 2 0 1 1
split_gain=0.0939263 0.27119 0.0949677 0.774249 0.392698 0.358649 0.788949 0.288647 0.270444 0.122373 0.120914 0.316553 0.31409 0.193378 0.875439 0.444005 0.247392 0.174078 0.218921 0.936607 1.47894 1.08392 0.569553 1.3901 0.421093 0.435411 0.308732 1.16203 1.74551 1.37528
threshold=71.096275259750016 0.11061500000000003 58.309968391300011 60.87206898960001 37.572218886150004 -0.23557500000000001 57.027573863050009 74.045513828800011 -0.23353499999999996 35.887362732750006 -0.27450499999999994 36.016191615950007 -0.13006999999999999 -0.26568999999999993 -0.033594999999999993 -0.25587999999999994 85.968825637350008 61.076391807500009 85.705356740550016 -0.089569999999999997 -0.13006999999999999 42.123054668150012 61.998532946250002 0.10336500000000003 -0.081984999999999988 -0.054875 -0.093604999999999994 86.208098410950015 62.00390986255001 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 -1 5 4 -4 -2 7 8 -7 -9 11 -5 -13 14 16 -15 -12 -17 19 20 21 -19 24 -24 -21 -26 27 -20 -29 -30
right_child=2 -3 3 10 -6 6 -8 9 -10 -11 13 12 -14 15 -16 17 -18 18 26 22 -22 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.10473674694393498 -0.051419709974428553 0.081640788165705427 -0.0047168086395405432 0.043305836010876612 -0.11252335225242815 -0.019349505176284438 0.078496662460263267 -0.00049135788075075877 0.042848380457258306 -0.10389105584513561 0.021671003919966056 -0.003007024833310605 -0.087608108319926908 -0.068488467074374892 0.10263347612410041 0.05135281870957864 -0.060836337323982609 -0.11194961081126467 0.042283147981689383 0.045646708913511448 -0.10398706306860168 0.06804614853666667 -0.10271296301111382 0.052463779897897148 -0.030942656315530906 0.034787861726730027 -0.001146830855403663 -0.10342642929853292 0.10661229157143477 0.0023183532666577922
leaf_weight=0.26350235634526953 0.74883493944071222 0.11093931179493666 0.5366536090732541 0.56458884888706906 0.91225029338966124 1.6157790813595059 1.691048538777977 0.16493385285139073 1.2321971652563655 0.37400641199201345 0.71993203824968099 0.93444030501996178 0.82740585760984653 0.92255068870872392 0.97144510554789931 0.68573132064193387 0.73385429243717226 0.45949563843896513 8.3950959548819792 3.3066714759916067 2.3107568847481161 1.2304414308164267 1.3684846812029721 0.99849790515145276 2.3142040073871613 1.7851843708776849 109.44800319992464 1.5242697186768044 1.303431175649165 42.18753665650263
leaf_count=186 25 2 31 24 67 42 22 13 31 54 6 41 43 27 22 18 37 133 76 20 74 83 88 19 21 29 1946 12 13 1428
internal_value=0.000518138 -0.0495169 0.000616605 0.000219513 -0.0725933 0.0131861 0.0227134 -0.00513855 0.00756085 -0.0722473 0.000796034 -0.0218563 -0.0427378 0.00108773 0.0291351 0.000706102 -0.0199777 0.00106611 0.000870882 -0.0112348 -0.0519916 0.0191051 0.00544944 -0.0372526 0.019097 -0.00231861 0.00189472 0.00812743 0.00175757 0.00544406
internal_weight=190.642 0.374442 190.268 184.441 1.4489 5.8268 5.07797 3.38692 2.84798 0.53894 182.992 2.32644 1.76185 180.666 2.42523 178.24 1.45379 177.318 176.632 13.7737 4.00069 1.68994 9.77304 2.36698 7.40606 4.09939 162.858 53.4103 45.0152 43.491
internal_count=4633 188 4445 4258 98 187 162 140 73 67 4160 108 84 4052 65 3987 43 3960 3942 467 290 216 177 107 70 50 3475 1529 1453 1441
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=4 2 3 4 2 2 0 2 3 2 4 2 0 2 4 0 1 2 2 3 3 1 4 3 4 2 0 4 2 2
split_gain=0.0987438 0.202904 0.152423 0.121946 0.618839 0.335601 0.133487 0.114022 0.561 0.351688 0.624276 0.564638 0.372049 0.380744 0.380801 0.905841 0.637629 0.592347 1.60892 0.934128 1.26115 0.76326 0.634908 0.563536 0.483162 0.472689 0.457157 0.398084 1.1159 1.0045
threshold=31.914316944300001 -0.10771499999999999 0.088565000000000019 34.424709467050008 0.15915000000000004 -0.117885 92.773313165550022 -0.11963999999999998 -0.27450499999999994 -0.11051999999999999 41.772405911750006 -0.10771499999999999 84.226704768850013 -0.10434500000000001 39.427119987250002 89.474575039450016 61.821094709650005 -0.070854999999999987 -0.095074999999999993 0.092185000000000031 0.088145000000000015 75.085947125300024 38.751720283100006 0.075810000000000016 38.060777288450005 -0.033594999999999993 86.692020874450009 39.896141435400004 -0.057599999999999998 -0.031989999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -7 -5 -9 10 -10 -11 -13 -14 15 26 -16 18 -17 20 -20 22 24 -23 25 -19 -15 28 -18 -30
right_child=3 2 -4 7 -6 6 -8 8 9 11 -12 12 13 14 16 17 27 21 19 -21 -22 23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10525760190183414 -0.029893527444082225 0.055422211086349329 -0.10376111669053419 0.0048700714760871438 -0.072218179103153562 0.091208767861526485 0.036693260446929991 -0.084012227712926602 -0.054254966423276166 0.061567734825391032 0.026199946578322073 -0.034248240814132982 -0.055562233196504551 0.024705066314600396 -0.077208757848143642 0.058073615103080137 -0.088134256963776747 -0.015736607991649887 -0.11357461332520669 -0.14344320238485159 0.066871609705021429 -0.1306137721586344 0.063031570295667624 -0.014723789153485585 -0.033535648215328485 0.039550198561728651 0.081751656253596261 0.00063451724125677988 0.058433541969760139 -0.039996376746932377
leaf_weight=0.26462403831715164 0.47937979199559833 0.23016111452670784 0.081436209395633341 41.919042980877293 0.56816469908017087 0.9092456081416449 0.88763858050742783 0.81060573764989285 2.9964638430815276 1.4879564264410863 1.4221652175619963 3.1661894433382249 1.2034344405401487 3.7982910126447704 1.1058127293363202 1.3194629364907084 1.9482006126199847 2.2862010806566095 0.79238856270422287 1.1802865371855658 0.75767549481679453 0.4901351761291165 2.8948257099837056 2.9154724908876233 2.0448853988200426 4.7791853994131044 2.2292451430112123 100.30265174407759 1.854852210730314 2.3508293058866903
leaf_count=129 47 50 43 1659 19 20 42 92 43 16 29 189 38 33 12 24 31 22 32 51 12 43 27 109 24 42 27 1654 10 64
internal_value=0.000467699 -0.0408655 0.0138195 0.000593781 0.0211429 0.0444462 0.0642788 0.000279627 -0.0010554 -0.000586225 -0.02836 0.000297252 -0.000366172 0.000432889 0.000939362 0.0119295 -0.00166487 0.00143768 -0.0325957 -0.0764123 -0.025372 0.0103814 0.0222347 -0.0314027 0.00927131 0.0216606 0.0458034 -0.000880158 -0.025568 0.00341465
internal_weight=189.477 0.576221 0.311597 188.901 2.84443 2.27626 1.79688 186.056 144.137 143.327 4.41863 138.908 137.42 134.254 133.05 25.4881 107.562 19.4605 4.04981 2.73035 1.55006 15.4107 12.0051 3.40561 9.11027 7.06539 6.02754 106.457 6.15388 4.20568
internal_count=4633 222 93 4411 128 109 62 4283 2624 2532 72 2460 2444 2255 2217 446 1771 386 119 95 44 267 115 152 88 64 60 1759 105 74
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=0 1 4 0 2 2 1 1 3 3 0 2 2 4 1 2 4 0 0 1 2 0 1 2 4 2 0 4 4 4
split_gain=0.0880274 0.636525 1.49576 0.516304 0.488497 1.2824 0.465801 1.38933 1.28384 1.04235 0.864427 1.21439 0.678378 0.49067 0.437163 0.45015 0.473461 0.429415 0.561541 0.377595 1.05591 0.868575 0.834506 0.411831 0.616559 0.62209 0.819759 0.841564 0.824587 0.678444
threshold=87.261973998100004 64.630533455950015 41.444941515100005 86.904409066750006 -0.083834999999999993 -0.06828999999999999 62.132955852800002 62.154463517850012 0.08674500000000003 0.082855000000000026 85.968825637350008 -0.10434500000000001 -0.124155 41.685324604100011 62.095317438950012 -0.078549999999999995 42.684965421050009 88.350799540950007 87.727077254650013 62.041548276350007 -0.089569999999999997 86.420486603250012 62.036171360100006 -0.095074999999999993 43.968221017800005 -0.092084999999999986 86.09518316945001 40.574766824850009 43.067541470150012 42.844429421150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 17 6 -4 -6 14 -8 9 12 11 -10 -9 -13 19 -16 -17 18 -2 22 -21 -22 23 -1 25 -25 28 -28 -27 -29
right_child=1 -3 4 -5 5 -7 7 8 10 -11 -12 13 -14 -15 15 16 -18 -19 -20 20 21 -23 -24 24 -26 26 27 29 -30 -31
leaf_value=-0.012866457750370373 0.078420901857363196 -0.0013221552512883161 0.027318259181576904 -0.037779076230117878 -0.062377567179249395 0.016536045277384913 -0.12159876197803124 0.038072938310536222 0.09579705220835627 0.084546563931601815 -0.10387300483285347 0.013853954968953358 -0.056259243300217116 -0.11571476745938591 0.0048914427954208943 0.0061720864102415111 0.087540934762165193 0.10278908376819823 -0.0076654199347659414 0.018314841370602099 -0.015819612290994236 -0.086337540098439761 0.086727879519114176 0.062370162262683618 0.068111101833035217 -0.0061160343075277995 0.061868113184423382 -0.015578034085987111 -0.089814594269174403 0.040159399127123671
leaf_weight=13.585054395221951 1.8264872580766707 84.633235720535367 4.9133104374632248 3.8424702448537564 3.2220538854598999 5.7064152956008876 1.1978010041639198 1.5046107492453304 0.73061075530131336 1.9059109140653161 1.6954824142158029 0.4702827258515756 1.5453136513824555 0.77215610092389397 4.2451338632963598 1.1792165897786611 1.8169165849685667 1.9221010347828267 1.294940762221813 5.6926839974476016 5.5942838307237235 2.5395704470574856 1.1888797800056625 1.7745744488202024 1.608075427240691 17.814924344440453 3.6209353171288958 5.8882603794336301 1.2603376787010336 3.4712538570165634
leaf_count=517 27 2871 40 41 37 41 15 43 11 93 20 23 32 30 30 10 65 39 24 36 59 27 17 15 29 271 26 51 78 15
internal_value=0.000424269 0.00238201 0.018982 -0.00196154 0.00199402 -0.0119418 -0.000264578 -0.0206803 -0.00666415 0.0265313 -0.0515081 -0.00650984 -0.00972261 -0.066671 0.00254864 0.0258377 0.0555158 0.0656048 0.0427075 -8.47971e-05 -0.014718 -0.0378369 0.00394463 0.00193703 0.00761184 0.0047361 0.00154553 0.0209312 -0.0116462 0.00509385
internal_weight=188.463 103.519 18.8853 84.9447 13.8418 8.92847 81.1023 9.82217 8.62437 4.95584 3.66853 1.97305 3.04992 1.24244 71.2801 7.24127 2.99613 5.04353 3.12143 64.0388 13.8265 8.13385 50.2123 49.0234 35.4384 33.8303 32.0557 12.9804 19.0753 9.35951
internal_count=4633 3079 208 1554 118 78 1513 267 252 168 84 64 75 53 1246 105 75 90 51 1141 122 86 1019 1002 485 456 441 92 349 66
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=0 0 3 1 4 1 0 4 0 4 4 0 3 0 0 4 3 3 4 0 0 0 4 1 1 0 4 0 4 0
split_gain=0.389769 0.641707 0.755852 0.558158 0.557731 0.893199 0.82858 1.01494 0.901215 0.761421 1.70659 0.823067 0.757221 0.718256 0.808281 1.18926 1.29434 1.58721 1.27892 1.11041 0.607202 0.658594 0.540677 0.751793 0.602797 2.167 1.30781 1.2993 0.773759 0.75607
threshold=97.886760529650019 97.491557184450016 0.091290000000000024 78.196493182200015 42.154118731400011 75.180043159850015 86.393602021950016 42.431220712750012 86.904409066750006 43.157831852650006 42.686561923500008 90.490812212800009 -0.25420999999999999 96.082805124100005 95.44832900530001 43.477771593600004 0.086555000000000021 0.082500000000000018 45.321989007550009 88.122280599850015 89.057864029250013 94.300357383600002 42.027798546600003 62.907231794400012 63.910026677050006 87.261973998100004 41.489621506400006 88.350799540950007 41.835830569250014 89.057864029250013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 22 6 7 -6 -8 10 20 -12 -7 14 15 -11 17 18 -17 -18 -10 -22 24 -24 27 -26 29 -1 -28 -27
right_child=3 2 -4 -5 5 12 8 -9 9 13 11 -13 -14 -15 -16 16 19 -19 -20 -21 21 -23 23 -25 25 26 28 -29 -30 -31
leaf_value=0.0002641406345013493 -0.00046751317007999129 0.0012616483514973861 -0.00014013439621784411 9.2079253329886376e-05 -0.0017552927312908851 0.0016672901444000953 0.00080996016835069783 -0.00014005587684625298 -0.00047960982811638735 0.0012385892309522432 -0.0020739490692802624 -0.00021846118168300258 -0.0022260366996713888 -0.00064637619559995512 0.0015816472961908763 0.0011098659578063163 0.0021526889549737856 -0.0028739906671620698 -0.0020723685142753222 -0.00027636167468567872 0.0011819677374389486 -0.00018016460471129961 0.00022532889847003991 0.0017446040149831127 -0.0021647434845538239 0.0013353403132748455 -0.0022530213686559495 0.0017213853334991629 1.4049185137037388e-05 0.00012739645056017765
leaf_weight=64.220422755752224 9.3276165826828201 4.2442429754300965 2.269780601374805 25.829437419166425 1.598959783194007 0.23095375299453724 7.8409555619582525 23.14543880790734 3.3210928514599818 3.3983400710858387 2.4305274542421098 1.4780924869701264 1.14052334606822 2.2685453345766282 2.3735085186781353 1.3526650019921369 1.2392023777356374 1.1774847976630551 0.75745339163404413 1.7388324511703102 3.0926875490695238 2.4425081321969628 3.0789327361271708 2.1106567932292819 1.6693139726557991 2.0896785889053708 1.3879795267712318 2.4418070986866942 0.99283750355243672 42.697615608587512
leaf_count=807 286 30 42 1444 47 7 99 559 26 26 31 33 107 25 22 26 7 79 75 55 23 39 26 23 62 25 26 31 25 520
internal_value=0.000133127 0.000168524 0.000773204 -5.63878e-05 0.000146848 -5.91411e-06 3.00531e-05 -0.000244431 0.000224598 5.50513e-05 -0.000293079 -0.00137227 -0.00157041 0.000365679 0.000556407 0.000304605 -0.000201968 -0.00105017 -3.24369e-05 0.000734401 0.000183212 0.000580901 0.000224093 0.000843233 0.000196274 3.07781e-05 0.000108479 0.000317519 -0.00130762 0.000183757
internal_weight=223.388 188.231 6.51402 35.1571 181.717 61.0278 59.6563 24.7444 34.9119 27.0709 12.7649 3.90862 1.37148 14.306 12.0375 9.66398 6.26564 3.2876 2.11012 2.97803 8.85629 5.5352 120.689 5.18959 115.5 48.8374 47.1681 66.6622 2.38082 44.7873
internal_count=4633 2903 72 1730 2831 1286 1172 606 566 467 152 64 114 315 290 268 242 180 101 62 88 62 1545 49 1496 658 596 838 51 545
is_linear=0
shrinkage=0.00196078


Tree=810
num_leaves=31
num_cat=0
split_feature=4 0 4 0 0 1 1 2 3 0 4 3 3 2 4 4 2 4 1 1 0 2 1 4 1 1 0 4 3 4
split_gain=0.0900644 0.371731 0.808328 0.525137 0.483974 0.3941 1.69297 1.30679 0.512652 1.60216 1.03659 0.848476 0.694636 0.648745 0.713506 0.803385 0.356959 0.340653 0.338221 0.761497 0.3258 0.337736 0.298904 0.298861 0.502986 0.319825 0.651632 0.984969 0.797532 0.464227
threshold=42.154118731400011 86.393602021950016 42.431220712750012 86.904409066750006 87.525442894850016 62.116825104000007 62.186725015400008 -0.11534 0.082025000000000028 85.495657006400009 43.847983878700006 1.0000000180025095e-35 -0.15544999999999998 -0.098419999999999994 43.067541470150012 42.686561923500008 -0.23168999999999998 48.109449608500007 62.111448187750007 62.132955852800002 103.57284947555002 -0.18437499999999998 62.00390986255001 42.027798546600003 62.907231794400012 58.309968391300011 85.121961326250016 39.065416244600009 0.093325000000000033 39.476991512000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=20 2 -2 18 -5 8 -7 16 9 11 13 12 -4 -10 15 -15 17 -8 -3 -20 23 -22 -16 25 -25 29 27 28 -27 -1
right_child=1 3 5 4 -6 6 7 -9 10 -11 -12 -13 -14 14 22 -17 -18 -19 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.023372503552945477 -0.090824100143721373 0.010703649589128858 0.0042527474333120575 -0.046013893578161484 0.0011427365643875832 -0.15187350903203523 -0.071841866339695457 -0.11803616602875625 0.047056328023621502 -0.12764088408789079 0.053977238669042242 0.096599550232155787 -0.10588362842297559 -0.06791617056738454 -0.12130328964440221 0.027731049707372821 0.10233226047995865 0.06432837868996398 0.10341481611960449 -0.0082821382488486167 0.035014595828896947 -0.074099520985583409 -0.039857304301416561 -0.0025610173572473481 0.060727165119083139 -0.10953770565766237 0.002391291070151368 -0.11534828835794171 0.018187625041540943 0.075844884121495315
leaf_weight=0.73053249607619308 1.270003263605761 3.9114281032234421 2.6648242949413605 2.3249583307060666 34.057745051088204 0.95584713155403678 0.31898906192509502 0.59511990928149283 1.5060137228574602 1.2326725060120223 3.6161791726481169 0.77418358996510495 0.72940342358560917 1.2961736609577181 0.86316233011893906 2.7230940028093755 0.80715005844831467 0.43322392553091049 1.4899755567312243 1.0338829299435017 0.3867670721892863 1.0642044414793179 0.94275042600929737 2.7392927112377938 2.3187553528696299 0.61238508730457342 111.45523154769035 1.1766053162282331 2.4238295567847672 1.3303745613811768
leaf_count=84 47 32 108 33 1286 23 71 34 16 43 38 10 91 35 24 33 7 3 59 8 163 477 23 26 32 118 1497 123 34 55
internal_value=0.000527425 -0.00253473 -0.0135272 0.00278687 -0.00187071 -0.00848228 -0.0411095 0.00803146 -0.00227487 -0.0274857 0.0101634 0.00213192 -0.019415 -0.0114482 -0.0265737 -0.00311422 0.0561443 0.00658301 0.029119 0.0576589 0.00209369 -0.0450144 -0.0787856 0.00265037 0.0264521 0.00162776 0.000932037 -0.0376743 -0.00757376 0.0406752
internal_weight=187.785 63.5468 20.7288 42.818 36.3827 19.4588 3.11033 2.15448 16.3485 5.40108 10.9474 4.16841 3.39423 7.33119 5.82518 4.01927 1.55936 0.752213 6.43529 2.52386 124.238 1.45097 1.80591 122.787 5.05805 117.729 115.668 4.21282 3.03621 2.06091
internal_count=4633 2024 606 1418 1319 559 138 115 421 252 169 209 199 131 115 68 81 74 99 67 2609 640 47 1969 58 1911 1772 275 152 139
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=0 3 2 0 1 1 0 1 4 3 1 3 1 1 4 4 2 4 4 4 3 3 0 1 1 4 1 4 4 1
split_gain=0.0826107 0.136981 0.181555 0.201551 0.146902 0.182835 0.105621 0.469794 0.369026 0.226566 0.17189 0.295092 0.424611 0.288671 0.233593 0.132104 0.425044 0.396605 0.331466 0.362617 0.303147 0.241166 0.402464 0.346175 0.241111 0.4617 0.264748 0.412406 0.632992 0.447688
threshold=113.1679565431 -0.15544999999999998 -0.16262999999999997 119.82189041595002 93.155074220050025 93.840631043300007 109.03310793845002 82.299080289250014 44.749265482150008 -0.17949499999999999 83.602982482550019 0.090235000000000024 87.313054702550019 85.213368902700012 41.362929270750008 49.064150740050003 -0.23265499999999997 48.823707093150006 44.578137159850009 44.749265482150008 -0.25420999999999999 -0.245505 71.249517373150013 61.944763783650011 64.369753017350021 45.321989007550009 80.677940036650014 48.393869453650005 47.927946529500012 70.311245485600026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -3 -6 10 -8 9 -9 15 12 13 14 -12 17 -17 18 -1 -20 -21 -22 -23 -24 -25 -26 27 28 29 -27
right_child=1 4 3 -5 5 -7 7 8 -10 -11 11 -13 -14 -15 -16 16 -18 -19 19 20 21 22 23 24 25 26 -28 -29 -30 -31
leaf_value=0.0013549972757699409 0.084635527267970315 -0.10724883638697878 -0.10579392549996847 0.027530289888310897 0.10246107420671179 -0.10045746480740657 -0.10558622107859637 0.040702244421200871 0.08355169576097049 -0.10209065914492764 0.036718105572531905 -0.10329546821922789 -0.10263565740282135 0.060126320330038098 -0.10608362039400994 -0.0010973118713040219 -0.10469799288550824 0.042569642608270022 -0.10953293903964439 -0.10790433914810033 0.062508957811016133 0.064729576000976716 -0.11366183273303257 0.031950038569565103 -0.1093519419594241 -0.11015360829880405 0.047779800905824628 -0.13278625395765378 0.087235325420219917 0.00093817516177699617
leaf_weight=170.4490823838496 0.19468495359069493 0.31429480527071862 0.20084243883320596 0.26039835318169935 0.093819499064920819 0.084302131430831651 0.23223076838257739 0.23476687545189623 0.94215146434726194 0.21097276800446696 0.20990545365202595 0.4202612613862583 0.36768771948482015 0.71774327230741619 0.25215649558231235 1.9173145911190661 0.49909946754632883 2.2707408224232486 0.43797070423897722 0.3340652631704869 0.42571471841074515 0.55646740544761986 0.4043386376579291 0.81901894230395544 0.58568955969531122 0.59594970557373128 0.58981359750032414 0.31936155981384207 0.4990721087087876 0.92704119908921712
leaf_count=3006 32 85 28 38 6 274 26 20 34 167 29 79 125 39 18 50 135 39 31 35 8 18 33 8 81 97 9 8 9 66
internal_value=0.000469974 -0.0262687 0.0036562 -0.0305243 -0.0661304 0.00642296 0.000635752 0.0260568 0.0480841 -0.026883 0.00041143 -0.0289853 -0.00880453 0.0204381 -0.0412117 0.000729909 -0.0224956 0.00104307 0.000510151 -0.021663 -0.0153087 -0.00990321 -0.0157232 -0.0251676 -0.0169153 -0.028295 -0.0120991 -0.0271828 -0.0105039 -0.0425323
internal_weight=186.367 1.14834 0.655926 0.461241 0.492416 0.178122 185.219 1.62012 1.38789 0.44574 183.598 1.96775 1.54749 1.17981 0.462062 181.631 2.41641 179.214 176.944 6.4945 6.05653 5.72247 5.29675 4.74029 4.33595 3.51693 2.93124 2.34142 2.02206 1.52299
internal_count=4633 463 98 66 365 280 4170 247 221 187 3923 290 211 86 47 3633 185 3448 3409 403 372 337 329 311 278 270 189 180 172 163
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=3 3 1 0 4 0 3 4 2 0 1 4 2 2 2 3 3 3 1 1 0 1 4 2 1 2 2 1 4 1
split_gain=0.0765921 0.389834 0.334517 0.29881 0.574869 0.469024 0.575473 0.467703 0.436815 0.234503 0.773308 0.430079 0.186558 0.577497 0.479264 0.376033 0.394632 0.638223 0.714659 0.635054 0.403058 0.375651 0.369376 0.389173 0.195107 0.191545 0.790912 0.68691 0.82337 0.363492
threshold=0.11636500000000001 0.11296500000000002 67.254468591300011 87.380266155850009 39.656620114300004 86.036037090600004 0.25799500000000009 35.119813570500007 0.15915000000000004 89.980005167950011 75.28220456885002 41.11191809080001 0.15684000000000003 0.12616000000000002 0.075080000000000022 0.10249000000000003 0.094595000000000026 0.083395000000000011 76.871083323950003 78.537927364800012 93.047535894850014 66.859265246100009 43.477771593600004 0.63131000000000015 78.728807892050014 0.048475000000000011 -0.0025899999999999999 61.987779113750001 41.489621506400006 65.036490633650018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 4 -2 6 -6 -5 9 -9 -11 -12 13 14 25 16 17 20 -19 -20 -14 -16 23 -22 -18 26 -1 -28 29 -29
right_child=3 2 -4 7 5 -7 -8 8 -10 10 11 -13 15 -15 21 -17 24 18 19 -21 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.001807423026932939 0.04131901262641368 0.080813513050136537 0.0033574318991439452 -0.066731375408021543 -0.048315532782577893 -0.062989431802408374 0.030570227446836424 0.021599039941569264 0.079556648438543848 -0.099560328722495747 -0.058497041909570814 0.061257695907192128 0.037678550885880666 0.068256520727776174 -0.0057687144635886999 -0.079197141662196782 0.048558886687792145 -0.097354889722219173 0.1081849919696501 -0.059224894917308729 -0.091516395226734978 -0.092815301612179532 0.028536383532279677 0.053324927002010372 -0.0040555486005766405 0.014736347954538029 -0.1262282097236414 0.02614076164290929 -0.11279352245179429 -0.046485156652086995
leaf_weight=140.10050510449662 1.2740425793454031 1.1288131643086665 1.1018329383878152 0.75603045983200434 1.8442043474060483 2.803534375037998 1.8548541441559792 3.6282584816217422 0.9373950386288924 0.78221729317010646 0.43301139054437932 0.97547612692869734 1.9152162948448643 1.2781972894154012 1.0203699518460769 0.78499324377799062 1.5093570030876438 1.6958947640014232 0.39363547193352122 0.53397258055929342 0.92625636371985798 0.96429733535387629 0.72427163574320719 0.23196199266749318 1.3222014705424951 10.058586644900286 0.77361961617680108 1.9817940443754203 0.80619068041778508 1.0565491505767566
leaf_count=3393 21 16 29 29 33 33 12 24 28 30 32 26 31 33 28 21 30 81 3 51 87 109 27 19 22 186 56 15 84 44
internal_value=0.000415271 0.00102394 0.0425539 -0.0063648 -0.0201053 -0.03214 -0.00875909 0.00785898 0.0162056 0.00600015 -0.0198348 0.0244415 0.00047277 0.0013124 0.000766551 -0.0127468 -0.00710921 -0.0208232 -0.0587545 0.0118164 0.00538019 -0.0480623 -0.0274797 -0.0625083 0.0239905 0.00139267 0.000465226 -0.0402529 -0.0229524 0.000885928
internal_weight=185.598 170.309 2.23065 15.289 7.77664 6.50259 3.69906 7.51239 6.75636 5.81896 2.1907 1.40849 168.078 158.04 156.762 10.0378 9.25277 6.42121 2.6235 0.927608 3.79771 1.98467 1.88249 1.15822 2.83156 154.777 144.719 4.61815 3.84453 3.03834
internal_count=4633 4365 45 268 99 78 45 169 140 112 88 58 4320 3948 3915 372 351 299 135 54 164 137 133 106 52 3778 3592 199 143 59
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=1 1 3 2 2 1 2 2 1 0 2 0 4 2 3 1 0 1 3 2 2 0 0 0 0 4 4 0 4 2
split_gain=0.514957 1.12801 0.724814 0.576812 1.12138 0.644017 1.23217 1.70313 1.13744 1.43513 0.99687 0.685928 0.873298 0.784461 0.653095 1.80208 1.78046 1.28679 0.628065 0.792206 0.784072 0.579548 0.558195 1.15798 0.783707 0.762072 1.14334 1.12458 1.01585 1.53367
threshold=69.999384342500022 70.077349628250019 0.4149000000000001 -0.059424999999999999 -0.068964999999999985 75.28220456885002 -0.095854999999999996 -0.079369999999999996 75.629015667650023 97.491557184450016 -0.096559999999999993 100.19345760555002 41.559097512700014 -0.14008999999999996 0.09117500000000002 72.04530097975001 93.910530954700008 71.246828915000023 0.075810000000000016 0.050115000000000014 0.23643500000000003 96.631250582750013 86.09518316945001 86.036037090600004 86.135510041400025 41.965446242000006 41.243661560350013 85.431134011250023 43.321682097200004 -0.083004999999999982
decision_type=2 2 2 2 2 2 2 2 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 4 5 6 10 -8 -7 -10 14 12 13 -11 15 16 -3 -16 19 -5 -21 -6 23 25 -24 26 -1 -27 29 -29
right_child=1 2 -4 18 21 8 7 -9 9 11 -12 -13 -14 -15 17 -17 -18 -19 -20 20 -22 -23 24 -25 -26 27 -28 28 -30 -31
leaf_value=-2.5035536927307526e-05 -0.0018323432016364171 0.001180691477574146 -0.0020968453291659236 0.00023439449470383507 0.00010050002807829609 0.001138904172309958 -0.0018919046304941814 0.00014250563099626787 -0.0024330172825550458 -0.0012398315623641358 0.0022772474100690274 -0.00016848836837383722 0.001303504053063902 0.00064182167868344169 0.001326480200324704 0.0004622956545913207 -0.0024479721596643001 -0.00092708978024130697 0.00040121994233398539 -0.0021891595425745152 7.1812585374388308e-05 -0.0024425510840966674 0.001064154991128785 -0.0020645824687121673 0.00024595688910606566 0.00027066417131111514 0.00075996357679343734 -0.0022860810270664026 -5.6674542295685394e-05 -0.00013830616767586214
leaf_weight=19.177334399741088 1.2716681691817928 0.67537220203666981 0.61115944185121307 4.1352243188157471 0.49107357347383995 3.9216978803160627 3.6280828415910946 2.8054464675078625 0.9006319828331496 1.3837133756023834 0.73455369658768255 13.058151179035574 3.4071825363207608 2.2160533023998168 2.7080743715632707 3.5660161104424333 2.257982344715856 1.521438825613586 24.011729476131222 1.326471249558381 1.0616603847629447 1.1546374976096556 4.7402637861669055 0.99282021354883809 89.12154739885591 9.1185897348295857 11.358341814222511 2.7596927559934556 5.1087327224668115 2.3811584243085218
leaf_count=472 16 18 43 54 8 37 121 42 71 33 4 904 28 19 22 75 160 47 590 79 90 57 41 12 896 403 104 70 61 56
internal_value=0.000128749 -9.77346e-07 2.98377e-05 4.71757e-05 -9.54107e-05 -3.43163e-05 -0.000318001 -0.00100477 0.000169686 -1.16087e-05 6.74265e-05 9.70775e-05 0.000591986 -8.14665e-05 -8.38691e-05 -0.000474126 -0.00161251 0.000515827 0.000254646 -0.000284875 -0.00118403 -0.00168371 0.000197618 3.2269e-05 0.000287278 7.39851e-05 0.00026696 -0.000230258 -0.000675905 -0.00129127
internal_weight=221.607 76.848 75.5764 74.9652 44.4301 42.7844 17.897 6.43353 24.8874 20.9657 11.4634 20.0651 7.00695 3.59977 10.7289 6.49937 2.93335 4.22951 30.5351 6.52336 2.38813 1.64571 144.758 50.8967 93.8618 49.9038 30.5357 19.3682 10.2496 5.14085
internal_count=4633 2518 2502 2459 1646 1581 489 163 1092 1055 326 984 80 52 322 253 178 69 813 223 169 65 2115 1178 937 1166 576 590 187 126
is_linear=0
shrinkage=0.00196078


Tree=814
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 3 1 1 4 1 2 3 1 1 4 3 1 1 3 4 1 3 2 1 1 4 2 0 3 2
split_gain=0.387358 0.625436 1.35225 0.557035 0.654978 0.943019 1.36125 0.576688 1.77596 0.729678 0.678329 0.745834 1.18483 0.607423 1.48163 1.37944 0.908959 0.907007 1.24142 1.09493 0.756175 0.917534 0.736723 0.710358 0.550921 1.20348 0.469259 0.669597 0.95372 0.613416
threshold=93.972365491700018 94.625660817400004 -0.14907499999999999 87.261973998100004 86.866770652900016 0.094595000000000026 62.116825104000007 64.630533455950015 41.529896397300007 62.907231794400012 -0.083330000000000001 0.12376500000000003 62.154463517850012 66.235542959850008 38.621016321050007 0.090465000000000031 66.859265246100009 68.20618276945001 0.10787500000000003 37.892416320650007 70.182199495350019 -0.16179999999999997 -0.10771499999999999 67.606656606400023 70.077349628250019 36.772607578000013 -0.051199999999999996 95.050437202000012 -0.245505 -0.068964999999999985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 6 -6 8 -5 10 -10 12 -12 14 15 -9 -15 19 20 -18 22 -22 -19 -21 25 -24 29 -28 -29 -3
right_child=1 26 -4 7 5 -7 -8 13 9 -11 11 -13 -14 16 -16 -17 17 18 -20 23 21 -23 24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00012460099905417041 0.0007317940400017747 -2.327012453332544e-05 -0.0014333722651862944 0.001407210940152415 -0.0024259162479000284 0.0004632821473492743 -1.3052230407255969e-05 -0.00094858905295472156 0.00061775451897410293 0.0010179313072096606 4.8372848078280178e-06 0.0004092103893827375 -0.0019839353624427781 0.001157099449816196 -0.0019532345919428813 0.00088237251580510227 0.00083982267978071744 0.0015092668880853364 -0.0014192708931801267 -0.0020945993991407781 0.00084351793787584828 -0.0024038429983288122 0.0013070789970343858 0.00016081000536397028 0.0012823074324028831 -0.00077506737891639235 0.0017488222570245142 -0.0022746178246241316 0.00023910144650741866 -0.00098094866558851371
leaf_weight=90.180063911917387 1.6995079279586205 37.935169344909809 3.1917865062714545 6.8285087719559696 1.729984033852815 2.1738216429948807 1.8713206157553939 2.6996231265366095 4.0318814050406218 3.2638878859579554 2.6476095095276815 2.8683610036969185 2.0384449437260628 4.1370663931593326 1.654548207297921 3.8213007040321827 1.1930320896208315 3.466929632995746 1.3162418125430111 1.8247936809784735 0.66524192166980356 0.672877405751932 1.722732596099372 0.7607056323904543 1.8697053417563436 2.8051128052175045 1.0922761763213227 0.59385602532711956 25.407111366238492 2.7584110623429288
leaf_count=1496 68 1469 111 95 31 14 13 26 22 29 26 10 21 44 46 30 12 28 17 55 14 75 13 23 19 38 10 60 636 82
internal_value=0.000113067 -3.93056e-06 -0.000681073 0.000171211 8.36057e-05 -0.000556547 -0.00117214 0.000338371 0.000579588 0.000199025 -3.16632e-05 -0.000378265 -0.000860284 0.000155593 -0.000296098 0.000124365 0.000336307 0.00012795 0.00038208 -0.00071402 0.000593729 -0.000789427 0.000781354 -0.00143101 0.000386888 1.71375e-05 4.493e-05 0.000244868 0.000181689 -8.81863e-05
internal_weight=218.922 72.6781 4.89129 146.244 95.9552 5.77513 3.6013 50.2886 21.6787 14.8502 11.5863 7.55442 4.68605 28.6099 8.17547 6.52092 20.4344 16.2974 12.5188 3.77853 11.2026 1.33812 9.86448 2.5855 6.39755 4.52785 67.7868 27.0932 26.001 40.6936
internal_count=4633 2436 179 2197 1554 58 44 643 203 108 79 57 47 440 102 56 338 294 204 90 187 89 98 78 70 51 2257 706 696 1551
is_linear=0
shrinkage=0.00196078


Tree=815
num_leaves=31
num_cat=0
split_feature=1 1 4 4 4 2 3 1 0 0 3 0 1 3 0 4 1 0 1 2 1 2 3 0 3 4 4 1 2 4
split_gain=0.0880097 0.631047 0.999855 0.560031 0.365094 0.35045 0.358126 0.345694 0.243726 0.385636 0.372112 0.363337 0.79745 0.579249 0.368657 0.28273 0.628616 1.60832 1.19527 1.00829 0.896219 0.555644 0.486892 0.468697 0.495988 0.738457 1.36016 0.794304 0.553729 1.06585
threshold=71.053259929650025 71.504920895500007 36.558960102350007 49.064150740050003 37.232443001650005 -0.11692 0.11458500000000002 70.816675614150014 93.972365491700018 93.843319501450011 0.077805000000000027 94.770837556450019 69.999384342500022 0.08079500000000002 95.988709089550014 37.817254840650008 66.859265246100009 90.321439350550008 67.606656606400023 -0.10771499999999999 65.130586668250018 -0.051199999999999996 0.083395000000000011 93.308316333500017 0.088350000000000026 37.688226470200007 35.771221912400001 65.509659264600018 -0.11334499999999999 35.374259656300005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 5 -3 -7 8 9 15 -10 12 -12 -14 -13 23 17 20 -18 -20 -17 -19 -21 24 25 26 28 -28 29 -1
right_child=1 4 3 -5 -6 6 -8 -9 10 -11 11 14 13 -15 -16 16 18 21 19 22 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.11283435924947208 0.072941101584411791 0.013423222285410928 -0.10645006956168342 0.072017014827956083 0.0011950541684718314 -0.10696486294728212 0.030462074128428177 0.035035898342718433 -0.082721011039363787 0.042539388917518198 0.039835588672897417 0.050587542805595923 0.013052539971326769 -0.11012091258597599 -0.023915362911444724 0.00031573856786566029 -0.098781695668690661 0.084795465586732607 0.044111554124551568 0.011810597683694878 -0.072802053978849229 0.01341051571617129 -0.067641708452178248 0.072054328957223995 0.027961382098745755 0.087734522864170827 0.013084164550951819 -0.13458332519747088 0.053440894036877899 0.09190616493592596
leaf_weight=0.69775982553983207 0.49240161018678863 0.65896853084848306 1.6500248716329222 0.19680295698344696 46.903790745343031 0.90378053121503288 0.23997274659893719 3.0832449601439285 0.78038657089928065 2.3170017396914764 0.95187700493261251 1.4865768537856641 0.5455542430281638 1.2719348047103265 1.2005311333341522 96.255804440821521 1.8159847678616632 2.9998550117015839 2.3840114861886832 1.1704273944487797 1.7060751090757538 1.7130582529352967 2.2617527118418366 1.3122683968394984 6.2497814167290926 0.6296588941477238 0.50067530988599163 1.3369768457487223 1.6485492590581994 0.40004320256412029
leaf_count=92 12 168 182 9 1692 200 25 35 42 27 17 34 2 72 26 1494 56 39 51 14 33 34 43 13 99 12 66 16 22 6
internal_value=0.00059711 -0.00293894 -0.053674 -0.0874321 -0.000502287 -0.0446642 -0.0781311 0.00193693 0.00116167 0.00212129 -0.0181326 -0.00889513 -0.0343137 -0.073148 0.0173015 0.00136043 -0.000270663 0.00178752 -0.0279591 -0.00584625 -0.000957659 0.0588483 -0.0405472 0.0154435 0.00896298 -0.013811 -0.0277593 -0.0943508 0.0167987 -0.0382262
internal_weight=185.766 51.0457 2.33923 1.84683 48.7065 1.80272 1.14375 134.72 131.637 125.4 6.23686 5.45647 2.76937 1.81749 2.68711 123.083 110.307 102.675 7.63218 5.81619 97.9619 4.71291 3.43218 12.7757 11.4634 5.21366 4.584 1.83765 2.74635 1.0978
internal_count=4633 2288 203 191 2085 393 225 2345 2310 2117 193 151 91 74 60 2090 1764 1600 164 108 1527 73 57 326 313 214 202 82 120 98
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 3 4 4 3 3 1 3 4 4 4 3 1 4 4 4 1 3 4 2 4 0 2 4 4 2
split_gain=0.278989 1.11165 1.0169 0.967722 0.773505 1.14589 0.994708 0.860139 0.73339 1.00387 1.1652 0.833179 0.95407 0.945448 0.814717 0.945426 1.48709 0.799207 0.932237 0.819569 0.793365 0.679888 1.84479 1.45142 1.25741 0.998488 0.993989 0.908684 1.03517 1.5797
threshold=-0.079369999999999996 -0.077085000000000001 94.75470680765001 -0.076544999999999988 -0.082654999999999992 0.085345000000000018 40.806664626150003 43.182896969600009 0.08326500000000002 0.080960000000000018 62.229740345500012 0.085910000000000028 36.558960102350007 37.041406607950009 39.571921479100006 0.08574500000000003 62.907231794400012 37.232443001650005 35.771221912400001 35.374259656300005 71.658163008950012 0.094780000000000017 40.300545846000013 -0.086139999999999994 40.518963363600001 85.732241321850012 -0.088465000000000002 42.123054668150012 44.279556297950009 -0.59614999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -3 8 -6 -7 -8 9 17 -11 14 -13 -14 -10 16 -16 18 19 -1 -18 -15 -23 24 -24 -26 27 -27 29 -29
right_child=1 3 -4 -5 5 6 7 -9 11 10 -12 12 13 21 15 -17 20 -19 -20 -21 -22 22 23 -25 25 26 -28 28 -30 -31
leaf_value=-0.0010468801533219379 0.0015844942164306302 -0.0015550500738393082 -0.00024375021328366595 0.00016077736299480465 0.00030670556304460898 0.00014167830621641641 -0.0023419899794244526 -6.3808952612499947e-05 -0.00061000680104033797 -2.9656250986441847e-05 -0.0019314783486116115 0.00093462842426986702 -0.0016324906178519013 0.00024438449839253698 -0.00089758410485816901 0.0017852458911571225 0.0016350596120317232 8.4478574926194976e-05 -0.0025211696276240983 0.0019806627750863313 0.00028038864768247489 -0.0012941163073755635 0.0019764101701751878 -0.0016065785500181159 -0.0014118712955145216 0.00042286812310958916 0.0016400382653088113 0.00060627984866929992 0.00073553052581147712 -0.0026129527928701658
leaf_weight=1.1255407662515637 3.9131906318943939 1.2808114532381285 1.668387682031607 94.904241164373161 3.6819112837401899 1.5747701693380802 2.455667832953623 0.86041380243841548 1.7458195676017556 2.5343976258300236 2.422420577302546 4.9320158593509396 1.2756153600057576 35.566185361822136 2.189081388525663 2.9553681425750247 3.3635658858111128 28.875328789719788 1.0115324582729952 0.49493135212105688 3.285859775452991 4.6322293960620327 1.5026532596675775 1.7601947598159267 1.5192361893132318 8.3806192769843637 1.7587392874993319 0.91682180855423245 1.2371965559432281 1.6243339768043381
leaf_count=153 86 24 24 1733 45 28 83 12 51 24 127 153 27 439 24 18 81 1041 72 6 47 102 15 17 34 85 7 12 20 43
internal_value=0.000111255 0.000187296 0.00103801 0.000137929 4.86872e-05 -0.000519515 -0.00114151 -0.00175088 9.10038e-05 -0.000138847 -0.000959086 0.000197574 0.000105539 3.75842e-05 0.00064013 0.000825184 0.000504165 -9.80446e-06 -0.00104417 -0.000122195 0.00096564 7.37547e-05 -0.000186345 8.80671e-05 0.000264158 9.74849e-05 0.000262244 6.29523e-05 -0.000735363 -0.00145149
internal_weight=225.449 101.767 5.58158 96.1851 123.682 8.57276 4.89085 3.31608 115.11 36.4642 4.95682 78.6455 65.1058 60.1738 13.5397 11.7939 8.83851 31.5073 2.632 1.62047 6.64943 58.8982 23.332 18.6998 16.9396 15.4369 13.9177 12.159 3.77835 2.54116
internal_count=4633 1867 110 1757 2766 168 123 95 2598 1423 151 1175 954 801 221 170 152 1272 231 159 128 774 335 233 216 201 167 160 75 55
is_linear=0
shrinkage=0.00196078


Tree=817
num_leaves=31
num_cat=0
split_feature=4 3 3 0 2 2 3 0 1 4 0 3 2 4 4 0 0 3 4 2 2 3 2 1 1 0 2 3 1 3
split_gain=0.0851651 0.351265 0.850904 0.390008 0.370201 0.539543 0.474451 0.449325 1.40674 0.949897 0.898877 1.55463 0.900423 0.695289 0.695446 0.871042 0.617504 0.585578 0.524966 0.470576 1.90336 1.37244 1.1098 0.934361 0.89288 0.51983 0.674131 0.468964 0.432093 0.476995
threshold=42.154118731400011 -0.25420999999999999 -0.55393499999999996 94.985914206850012 -0.14704500000000001 -0.15022499999999997 -0.245505 86.393602021950016 62.116825104000007 43.847983878700006 86.780739992750014 0.08846500000000003 -0.13006999999999999 43.067541470150012 42.498713093000006 85.683849075550015 86.345209775600011 0.08326500000000002 42.720329370750001 -0.083330000000000001 -0.088274999999999992 0.088145000000000015 -0.079369999999999996 62.678712853250012 67.031326566450005 95.988709089550014 -0.122165 0.08574500000000003 75.806453904250006 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 11 -9 -12 14 -6 18 -15 -11 -16 20 21 23 -21 -14 -25 26 -26 -10 -27 -30
right_child=1 4 3 -5 7 -7 -8 10 27 17 12 -13 19 16 15 -17 -18 -19 -20 22 -22 -23 -24 24 25 28 -28 -29 29 -31
leaf_value=0.0021615851762868416 0.031469046434024678 0.065396970981561955 -0.11845523948785226 0.0096188922697222224 -0.071409458840640025 0.087566118374599142 0.0011204371569040947 0.1056407325007227 -0.17805395529519358 -0.011966365500961897 -0.08787478432817819 -0.024236438648262956 -0.098078620641529723 -0.11340908167473683 0.094623260747798726 -0.032375299437091443 0.010308897926915181 0.06570576802973456 -0.00133188994768923 -0.072903209465594185 0.072510426937689693 -0.1221428680299147 -0.0007014241812435206 0.093732068053555537 0.10687455331523246 0.051868334304445811 -0.10961667196193903 -0.067992827140125986 -0.07361075016351222 0.038164854837242385
leaf_weight=122.87014840651761 0.97438894931838183 1.3000234236242239 1.0856880364462984 0.30443858465878282 1.4567086347160492 0.93854718294460227 9.8451096872022372 2.0670728012919422 0.56148545246105541 1.6927322425544837 1.2366681137937074 1.6632150560617445 0.79479400813579548 1.4274355495672351 1.2829415957094172 2.6050850250758231 0.56238108687102784 2.2753282261546701 1.0262267709258592 2.4748885165463443 3.8211847431375627 1.0234818130011261 15.226724558597208 1.2079080045223234 0.17693021893501215 1.5981775941327216 0.76894572540186401 1.2468308349561992 0.83304731061798498 0.7047929035325069
leaf_count=2609 37 18 78 17 54 20 633 68 21 37 87 12 5 76 15 31 3 20 35 60 34 39 417 13 1 10 103 39 25 16
internal_value=0.00063544 -0.00238013 -0.0401833 -0.0904069 -0.000885843 0.0147499 0.00861797 -0.0048439 -0.0198006 -0.00771964 0.00144953 0.0477327 -0.00433097 -0.0268421 -0.0107258 0.00726232 -0.0784427 0.0325717 0.0519794 -0.000722423 0.0155934 -0.0150043 -0.0107961 0.00301735 0.018207 -0.00414221 -0.069121 -0.102167 0.0154565 -0.0223839
internal_weight=185.053 62.1832 2.36452 1.39013 59.8187 12.0837 11.1451 47.735 14.1372 12.3288 33.5978 3.73029 29.8675 8.36078 6.37096 4.91425 1.98982 3.96806 2.30917 28.6309 10.9293 7.10808 17.7016 6.0846 5.2898 4.08189 0.945876 1.80832 3.13602 1.53784
internal_count=4633 2024 132 95 1892 671 651 1221 331 271 890 80 810 214 135 81 79 57 50 723 246 212 477 173 168 155 104 60 51 41
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=0 1 0 1 4 3 3 0 2 0 4 4 2 2 1 0 2 0 1 2 2 2 0 3 0 0 3 2 2 4
split_gain=0.0844213 0.402111 0.374107 0.735939 0.350819 0.354038 0.79898 0.587343 0.555851 0.412528 0.319279 0.308047 0.254631 0.560225 0.613718 0.421573 0.51107 0.413477 0.35976 0.409734 0.50447 0.359393 0.406491 0.539737 0.341039 0.511025 0.321598 0.312249 0.242221 0.275405
threshold=97.886760529650019 78.196493182200015 97.491557184450016 75.28220456885002 42.081757894750005 0.088755000000000014 0.10821500000000002 100.01333091085002 -0.093604999999999994 99.403050915200012 41.257948413050009 49.960114208400007 -0.160525 -0.09280999999999999 83.602982482550019 99.647700605050019 -0.084729999999999986 102.65877371115 81.339300736700025 -0.047144999999999999 -0.043559999999999995 -0.61402999999999996 102.21786657775002 0.079745000000000024 100.53758024625002 101.91675926715001 0.074735000000000024 -0.21563499999999999 0.20852500000000004 50.427417695700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -4 5 8 7 -7 -2 -8 -5 -6 21 14 -14 -15 17 -17 24 -20 -21 -3 -23 27 -18 -26 -16 -24 29 -22
right_child=1 12 3 10 11 6 9 -9 -10 -11 -12 -13 13 15 26 16 18 -19 19 20 28 22 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00054958410196023007 0.071235223082756177 -0.1025892561222954 -0.015912928347993054 0.025712763043431848 -0.10481747743732524 -0.1181270115547714 0.044479793993998977 -0.0091412635612969917 -0.038737556845818283 -0.041163723484658854 0.090742027635111022 0.017618776459996568 -0.10367711428395182 -0.068073506067625689 0.04983316748331932 0.10947828642406517 0.067374523450689949 0.018781271933252408 -0.10861673083531956 0.098154523420284218 -0.10409146245774481 0.079550245076975556 -0.032155963636496795 -0.10456043852209247 -0.038515511887875858 0.021390948315090547 -0.05437194739084461 0.078767054192011479 -0.0063634345133662925 0.067649065195697619
leaf_weight=151.89219469166255 1.0156460552316273 0.19097543069506207 2.2296180533594443 1.4405019595287742 0.86284881236497291 1.2691204597358594 1.3813961395062508 0.81013503298163403 0.83951067295857029 0.9486675175721756 1.5865840446203945 0.26973134254512843 1.0573220153164649 0.73627452366053603 0.63241423698309496 0.83623471856117904 0.9847002592869013 1.2600478009896958 0.52309050582971783 0.3604973139008546 0.60129486476443306 1.3116780576892808 0.40380818631456372 0.35436838757641442 1.9809958380647001 5.0639365194510901 0.55702867535342193 0.6830621476992742 1.4710493157449489 0.1105393341567833
leaf_count=2831 30 46 28 21 80 40 22 18 32 36 23 28 155 10 51 4 11 62 93 6 246 29 85 131 32 94 177 59 142 11
internal_value=0.000576589 -0.0046427 0.00145726 0.0276845 -0.0244408 -0.0151809 -0.030601 -0.0756632 0.0214694 0.00961069 0.0597965 -0.0756585 0.00301696 -0.0019063 -0.0482434 0.00556812 0.0096781 0.0549615 0.00112313 -0.0280142 -0.0114368 0.0300681 0.0392708 0.00261236 0.0122505 0.00454558 0.00103281 0.0375555 -0.0295356 -0.0774222
internal_weight=183.665 26.5164 157.149 5.2567 7.39706 6.26448 4.40932 2.07926 1.85516 2.33006 3.02709 1.13258 19.1193 16.1754 2.24676 13.9287 13.1924 2.09628 11.0961 3.06647 2.54338 2.94389 2.75292 1.44124 8.02963 7.04493 1.18944 1.08687 2.18288 0.711834
internal_count=4633 1730 2903 72 286 178 116 58 62 58 44 108 1444 1094 383 711 701 66 635 498 405 350 304 275 137 126 228 144 399 257
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=0 0 4 4 1 4 4 3 3 0 1 2 1 4 0 2 0 0 0 4 3 4 4 3 4 1 0 1 2 2
split_gain=0.421779 0.868735 0.840217 1.82524 0.798333 0.76994 1.76329 0.750703 0.793583 0.69594 0.813589 0.693001 1.19115 0.775468 1.66706 1.47504 0.666814 1.26595 1.45937 0.530373 0.507684 0.912021 1.00497 0.507175 0.473346 0.466792 2.38215 1.40874 0.722266 2.51074
threshold=85.990333302400003 85.931187223550012 42.759119507950011 43.477771593600004 61.885617704800005 41.16018805045001 40.806664626150003 0.096480000000000024 0.083555000000000032 85.121961326250016 61.546871980350012 -0.057599999999999998 61.998532946250002 41.965446242000006 85.431134011250023 -0.083004999999999982 86.036037090600004 86.09518316945001 86.103248543850015 35.119813570500007 0.082325000000000023 48.109449608500007 43.521589032450009 -0.25098999999999999 48.914776625700007 63.910026677050006 87.261973998100004 62.907231794400012 -0.06828999999999999 -0.077085000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -4 6 9 8 20 10 19 13 -13 -7 -15 -16 -2 -18 -19 -1 21 22 -5 -23 -25 27 -27 28 29 -20
right_child=16 -3 3 7 -6 11 -8 -9 -10 -11 -12 12 -14 14 15 -17 17 18 25 -21 -22 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0013081337481170255 0.0010344364402234266 -0.0011357794380944025 6.0010151308907694e-05 0.001928485484712715 -0.0022373129207936748 0.00094349556869770463 -0.0025370159954170948 0.001495697488821247 -0.0018187786431972418 0.00040403816455613224 -0.001408039960486739 -0.0018907113896063769 0.00067442833114742624 0.0013139098015937972 -0.0023178927955207255 0.00057610754505315687 -0.0019836078924835429 0.0020548834189975753 0.00016715051162530074 -0.00032721818584864582 0.00091107578663250719 -0.00063890316713500366 -0.0020007451014059981 0.0013036629868169083 -0.00011048679351995872 -0.0025664793437037113 7.5379232488897774e-05 0.0013074062814607051 0.00046987499121707907 -0.0016396092728420545
leaf_weight=0.99531392319477419 3.1674398034811011 2.7302660839632145 0.76167199260089491 0.29556172294542005 2.4594654000247829 9.8585052161943185 1.0966011672280718 1.1265887087211002 1.0348433741892211 8.5940909925848228 2.2242103344906354 1.2218998816169908 1.617066701990552 2.0621805023401967 1.5103206252679231 1.2274026013910768 1.0862039709463704 1.5164142847061146 34.931428817100823 3.2591196896973997 1.8492662655189631 1.9613788109272716 1.6328962958505142 1.8235751911997797 1.8164864489808676 1.329326061066239 102.04256034975151 4.54118095524609 20.58898454066366 3.2305349558591834
leaf_count=79 18 44 45 7 93 58 38 10 77 61 155 75 28 23 34 13 12 22 256 100 19 26 121 17 32 20 2902 50 162 36
internal_value=9.66918e-05 -5.96573e-05 1.01163e-06 -0.000389026 -0.00169409 0.00017203 -0.000136429 -2.47663e-05 -0.00018925 3.82229e-05 -0.000447041 0.000457078 -0.000429616 0.000628808 -1.75266e-05 -0.00102043 0.000143078 0.000126399 0.000140026 5.53682e-05 -9.4574e-06 -0.000235531 -0.00139854 0.000164868 0.000597965 0.000122604 4.14059e-05 0.00025522 0.000173891 1.42024e-05
internal_weight=223.593 51.1587 48.4284 14.7617 3.22114 33.6667 16.1693 11.5406 10.414 15.0727 6.47864 17.4974 2.83897 14.6584 4.7999 2.73772 172.434 169.267 168.18 4.25443 9.37916 7.5299 1.92846 5.60144 3.64006 166.664 103.372 63.2921 58.7509 38.162
internal_count=4633 1155 1111 447 138 664 433 309 299 395 334 231 103 128 70 47 3478 3460 3448 179 222 203 128 75 49 3426 2922 504 454 292
is_linear=0
shrinkage=0.00196078


Tree=820
num_leaves=31
num_cat=0
split_feature=3 3 3 0 2 2 4 0 1 4 3 4 3 4 3 2 2 3 3 0 3 3 1 0 3 3 2 3 2 4
split_gain=0.105536 0.295567 0.128409 0.14851 0.135473 0.176084 0.156651 0.0958608 0.400691 0.304458 0.193924 0.153453 0.65876 0.462321 0.562531 0.591904 0.549941 0.414199 0.775077 0.282641 0.269546 0.209445 0.469406 0.208424 0.552376 0.560405 0.2444 0.622128 0.206817 0.190665
threshold=-0.57039999999999991 -0.63823999999999992 -0.54009999999999991 113.1679565431 -0.088274999999999992 -0.013285 40.767054867700004 109.03310793845002 82.299080289250014 44.749265482150008 -0.17949499999999999 44.578137159850009 -0.25420999999999999 47.927946529500012 -0.245505 -0.098419999999999994 -0.61402999999999996 0.076130000000000017 -0.15544999999999998 90.767723400200012 0.083070000000000019 0.087935000000000027 72.04530097975001 102.75018128760001 0.090850000000000028 0.086255000000000026 -0.078504999999999991 0.086375000000000021 -0.0309 43.182896969600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 7 6 -6 -5 11 -9 10 -10 23 -13 14 -14 16 -16 18 -15 -19 28 22 -21 29 25 -25 27 -27 -17 -4
right_child=2 -3 3 4 5 -7 -8 8 9 -11 -12 12 13 17 15 20 -18 19 -20 21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.04285086430056919 0.040627851862110688 -0.10749179488873568 0.0006176011298094148 0.034572758907907834 0.035628989080728639 -0.10190184979065878 -0.10654945583765066 -0.1048612731913877 0.036846329289450107 0.079851976476742026 -0.10167594986950856 -0.1103813269271899 0.096000795127210714 0.023182693992086549 0.081981044499226441 0.074519548027762506 -0.097968086003581742 0.095998617455311824 -0.090306197895794388 -0.11886257347075542 -0.047429161425730365 0.059725823777215963 0.02624111727667134 -0.044928403821016823 -0.10390049319302486 0.11062727898035496 0.091789931745399178 -0.10684292999580405 -0.0089191126184475968 0.011656815941859699
leaf_weight=0.22707693313714117 0.80343408534827077 0.30830709083602315 148.18260312062193 0.099662245682452522 0.34772417943258915 0.12712894877063163 0.3732187345458442 0.20208807852759392 0.22788491751998652 0.87687444890616462 0.18159869420242092 0.62868836195411759 0.32769813574850459 1.7884690397622764 0.18839978612959285 0.5248872358351947 1.7230972487013785 0.67268619313836131 0.90694879904185643 0.2743086847913222 0.80341503795352753 0.93109681364148844 1.1905567485518984 1.4014915865755027 0.68062411585651705 0.25670312350121094 0.62129045151050355 0.26981017634898308 0.68441867051296923 17.492643895267975
leaf_count=19 36 36 2433 131 58 142 128 26 18 34 167 39 7 35 4 11 239 8 77 30 38 18 133 157 126 2 18 51 40 372
internal_value=0.000607861 -0.0437257 0.000737713 0.000561605 -0.0389205 -0.00119113 -0.0768072 0.000768294 0.0260416 0.0466065 -0.0245858 0.000558782 -0.0110865 -0.00485394 -0.0298687 -0.0403797 -0.0802321 0.0135985 -0.0150038 0.0387219 -0.00253157 0.022641 -0.0009308 0.00129269 -0.0238658 -0.00249775 0.0493109 -0.000814684 0.0272966 0.00178316
internal_weight=183.325 0.535384 182.789 181.986 0.947734 0.474853 0.472881 181.038 1.48845 1.28636 0.409484 179.55 10.6447 10.016 4.25192 3.92422 1.9115 5.76407 2.69542 3.06865 2.01272 2.39596 1.46487 168.905 3.22992 2.5493 1.1478 0.526513 1.20931 165.675
internal_count=4633 55 4578 4542 459 200 259 4083 245 219 185 3838 679 640 339 332 243 301 112 189 89 181 163 3159 354 228 71 53 51 2805
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=4 0 1 4 3 3 4 3 1 3 2 1 0 2 2 2 1 0 2 0 2 3 3 2 3 1 2 4 2 2
split_gain=0.0919141 0.295909 0.298064 0.417743 0.263316 0.321761 0.238027 0.272757 0.172919 0.391504 0.258069 0.132086 0.682933 0.469598 0.255273 0.254341 0.206961 0.161317 0.238666 0.300501 0.124191 0.594512 1.18329 1.46547 0.975228 0.745803 0.821702 1.00608 0.845371 0.717205
threshold=49.064150740050003 71.144667506050013 55.855406118200008 49.960114208400007 0.079205000000000012 0.074735000000000024 48.823707093150006 -1.0000000180025095e-35 55.887667615750004 0.10487000000000003 0.11061500000000003 58.309968391300011 81.90387694410002 -0.23381499999999997 -0.66761499999999996 -0.092084999999999986 60.87206898960001 76.535026057600007 -0.23265499999999997 74.045513828800011 -0.06828999999999999 0.08326500000000002 0.08674500000000003 -0.043559999999999995 1.0000000180025095e-35 62.046925192600007 0.26597500000000007 38.474425342400004 -0.036264999999999999 -0.053874999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 5 -5 8 -8 9 10 -1 13 14 -10 -13 17 -14 18 -15 -20 -18 24 23 -23 25 -22 27 -27 -29 -24
right_child=1 2 3 4 -6 -7 7 -9 11 -11 -12 12 16 15 -16 -17 20 -19 19 -21 21 22 29 -25 -26 26 -28 28 -30 -31
leaf_value=-0.10641425414132732 -0.10983010208355826 0.042908468196314643 -0.087540974633649349 0.016822872676651432 0.053915527424218304 -0.10231542541555044 -0.0066538413845057586 0.061944289361127752 -0.056313587984215902 0.1025767751738568 0.072284988849641796 0.10031858180705877 -0.048211364751816005 0.09246177122905247 -0.10582186483720971 -0.0086175061057801473 -0.0010916407803325612 0.10466534370306393 0.086983768786893928 -0.10290820958433576 0.048189547803017652 -0.17814649901022689 0.034573676845375712 -0.025355940876888191 0.03818877447256018 0.010668121501174781 0.058559297507763765 -0.020845137725357329 -0.11135312122107677 -0.0029100738871298665
leaf_weight=0.54528352935631019 0.3036973953712726 0.88272128719836507 0.73719395580701563 0.58319675302482188 0.62756648009963101 0.37083252110460307 1.0186144090257587 1.3449755706824351 0.57502180026494931 0.14397298544645309 0.094876176677644253 0.065141052007675171 0.85906812659231846 0.36711246147751808 0.77213278825729403 0.59031071164645132 107.15930036078419 0.67730625718832016 0.14312108080775943 0.19950020988471806 2.2426487877965 0.75683650001883496 6.0987096021854077 3.6803079189476184 11.363204795005002 3.5387657126739196 1.2604665051303525 2.2778857693774617 1.886782287052484 31.314035461639605
leaf_count=195 16 10 67 39 54 159 20 27 34 2 2 7 40 5 231 24 2308 6 17 31 21 9 105 126 186 67 79 18 87 641
internal_value=0.000543218 -0.0154938 -0.00654495 -0.025371 0.00360695 -0.0294864 0.0008573 0.0323812 0.000435417 -0.0464201 -0.0799298 0.000644377 0.000311726 0.0232273 -0.0897839 0.0463582 0.000749186 0.0697553 0.0364402 -0.0235858 0.000994323 0.00446423 -0.00259061 -0.0514172 0.0175457 -0.00338603 -0.0162896 -0.0285366 -0.0618493 0.00320021
internal_weight=182.481 3.50521 3.20151 2.31879 1.5816 0.954029 178.975 2.36359 176.612 0.784133 0.64016 175.828 173.275 2.55237 0.837274 1.97735 172.438 1.38704 0.709734 0.342621 171.579 64.4196 41.8499 4.43714 22.5698 11.2065 8.9639 7.70343 4.16467 37.4127
internal_count=4633 345 329 319 252 198 4288 47 4241 199 197 4042 3925 117 238 83 3687 59 53 48 3647 1339 881 135 458 272 251 172 105 746
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=4 2 2 3 3 2 3 3 4 4 3 4 3 2 1 2 1 2 3 2 2 3 3 3 3 3 1 1 2 2
split_gain=0.0871899 0.282992 1.29538 0.682585 1.48711 0.813444 0.550073 0.546255 0.749087 0.833262 0.495258 0.873228 0.563624 1.15565 0.602787 0.820017 1.08655 0.547824 1.87069 0.802873 1.63688 1.30686 1.25971 0.440335 0.433817 1.05629 0.908269 0.409538 0.398934 0.3727
threshold=42.154118731400011 -0.10290999999999999 -0.099379999999999996 0.095235000000000028 0.08574500000000003 -0.58319500000000002 0.087125000000000022 0.080545000000000019 43.384297312450009 43.426369480700011 0.076835000000000028 43.157831852650006 0.083395000000000011 -0.090369999999999992 61.944763783650011 -0.082404999999999992 65.509659264600018 -0.095854999999999996 0.083905000000000021 -0.087660000000000002 -0.082654999999999992 0.087245000000000031 0.088145000000000015 0.090465000000000031 0.090665000000000009 0.095235000000000028 62.111448187750007 62.014663695050011 -0.24150999999999997 -0.066979999999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -6 28 -9 -10 11 -4 13 -12 -15 -16 29 -14 -19 22 27 -22 -20 -8 -23 -26 -27 -21 -2 -17
right_child=1 2 10 5 6 -7 23 8 9 -11 12 -13 17 14 15 16 -18 18 19 20 21 24 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.0020190018070686687 -0.10293753964175745 -0.10714001058401022 -0.11838366122680209 0.012385689978225855 0.1046597168106187 -0.12546759831510362 -0.010822195198459115 -0.00051015456957430999 -0.3744764935123987 -0.085841817726669517 -0.084700691478167403 -0.010935240278304323 0.032941862602068411 0.10117168772748333 -0.042379173739301834 0.10829009720988841 0.0015441417463567066 -0.15579014755696052 -0.005361026137235529 0.075333975384570304 -0.114409008377716 0.020378587631236782 -0.11812643469231093 0.069200291314414977 -0.10941410510320891 -0.07945197496207472 0.014324810118173745 0.022931827494064416 0.008569394107837856 0.027587135750848771
leaf_weight=121.9681830679948 0.33268797692835406 1.2558274364491797 0.99643037644818733 0.91925227580941282 1.8378438235667989 0.80106325240922049 1.2215642969822513 1.0646624606160902 0.11792123317718495 0.65884120863483986 0.95637633191654359 3.1393007055339694 2.9158003901684415 1.075177589431404 1.6094435160048277 1.9577635899186112 3.6371991849810001 0.88320108562039124 2.7152249848004457 2.3986808191984954 1.3068369925240357 3.5059690577545535 1.5597117836587129 1.5732375153320388 1.1716963723447404 1.3148302435874937 4.8153135666980234 3.9430296529753832 9.0142706005790405 0.80858857830753872
leaf_count=2609 122 44 86 20 24 43 26 27 1 141 27 135 32 17 18 60 70 20 36 13 90 142 48 32 53 48 78 36 522 13
internal_value=0.00048796 -0.00265009 -0.00710851 0.00801635 0.0145211 -0.0518056 0.0621668 -0.00520694 -0.0549889 -0.12966 -0.00402277 -0.036823 -0.000313853 0.019861 0.0308643 0.0214305 0.0374682 -0.00795217 -0.0130016 -0.00745366 0.00159123 -0.0199556 -0.0465035 0.0342237 -0.00853465 -0.0224173 -0.005789 0.0427524 0.00460051 0.0847011
internal_weight=181.476 59.5077 41.9664 17.5413 15.821 1.72032 4.63265 11.1884 1.84142 0.776762 40.7106 4.13573 36.5748 10.0445 9.08817 8.01299 6.40355 26.5303 23.6145 22.7313 18.4564 12.1146 4.27494 2.7948 10.8078 7.30184 6.13014 6.34171 9.34696 2.76635
internal_count=4633 2024 1066 958 895 63 82 813 169 142 1022 221 801 205 178 161 143 596 564 544 460 411 84 58 321 179 126 49 644 73
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=3 3 4 4 1 1 2 2 4 0 2 4 0 3 2 4 4 4 3 0 2 0 2 3 0 1 4 0 4 3
split_gain=0.0907156 0.284764 0.898101 0.659024 0.748958 0.682166 0.662873 0.818435 1.00144 0.635352 0.631483 0.628008 0.584288 0.482229 0.75144 0.484036 1.06663 0.580447 0.470004 1.11046 1.27878 0.648322 0.655351 0.563846 0.787991 0.638432 0.895032 1.00793 0.500548 0.49959
threshold=0.10249000000000003 0.091885000000000022 41.243661560350013 43.735142172100005 62.132955852800002 61.907125369850007 -0.086139999999999994 -0.083330000000000001 42.206017975500011 89.711159354950013 -0.14314999999999997 42.055256506450007 96.870523356300012 0.098510000000000028 -0.059424999999999999 38.238138001450004 39.198779702000003 37.500638522700008 0.088145000000000015 87.261973998100004 -0.082275000000000001 86.264556031700025 -0.09280999999999999 0.09117500000000002 88.350799540950007 76.871083323950003 41.529896397300007 93.910530954700008 40.858951393400005 0.091385000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 9 5 -5 -4 10 -8 -9 -3 -7 -12 -6 15 -15 17 -17 -11 -1 20 21 22 -20 24 -21 26 27 -26 -29 -25
right_child=-2 2 3 4 12 6 7 8 -10 13 11 -13 -14 14 -16 16 -18 -19 19 23 -22 -23 -24 29 25 -27 -28 28 -30 -31
leaf_value=0.0020938991672674909 -0.0042311879962035536 0.04003434045055395 -0.093743303135528644 0.10111623667831576 -0.10986960623395592 -0.0057670241945936423 0.062451315134493257 0.014619051947648898 -0.084180216950721642 0.0025987567054551672 -0.012821583458870281 -0.1329672084867092 0.059656979519084545 -0.1150979068760901 0.0076475025857110001 0.077190133897252183 -0.0013389995263903304 -0.11491406024320171 0.037074621306950682 0.1102569044950381 -0.12076314899832555 -0.066614412802233902 -0.042496852035034963 -0.092394379100942045 0.067233594792389481 0.053214781334333307 -0.082541159872027509 -0.058788897465253821 0.015762281518581132 0.0016967699322547091
leaf_weight=90.164914903011095 33.800737877673669 10.186920606764035 1.1252658325538494 1.0323415733873833 0.4167952409479766 1.9606915843833124 1.904714398086069 3.4481096748495501 1.4604762921371728 1.9636457193357713 0.70215941825881323 1.1437012171845706 0.39691684185527265 0.78076266528341909 1.3808156684572157 2.78345125663418 4.5683767453338078 0.5348113927648227 2.2375345809268761 0.7937496230006208 1.6932497247835288 2.2234286554157734 1.9259616830386224 1.0220988539076636 1.9331084948498736 2.2007329421392114 1.3241438064724205 1.8385215548332783 1.7654015272855756 1.2599170786984357
leaf_count=2932 571 96 30 7 21 43 12 45 50 76 18 31 21 42 29 33 64 19 37 4 49 12 35 46 23 168 43 30 11 35
internal_value=0.00043763 0.00151724 0.00926863 -0.0109764 0.0445665 -0.0197064 -0.0118616 0.00681268 -0.0147772 0.0216636 -0.0452864 -0.0872642 -0.027177 0.00608392 -0.0366882 0.01547 0.0283927 -0.0225556 -0.000996032 -0.0147761 -0.0434998 -0.0230164 0.000266228 0.00434557 0.0147168 0.00634823 -0.00868429 0.00897808 -0.0222696 -0.040446
internal_weight=179.973 146.173 35.79 13.5912 1.84605 11.7451 10.6199 6.8133 4.90859 22.1988 3.80655 1.84586 0.813712 12.0119 2.16158 9.85029 7.35183 2.49846 110.383 20.2178 8.08017 6.38692 4.1635 12.1377 9.85566 9.06191 6.86118 5.53703 3.60392 2.28202
internal_count=4633 4062 637 278 49 229 199 107 95 359 92 49 42 263 71 192 97 95 3425 493 133 84 72 360 279 275 107 64 41 81
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=1 0 3 2 1 1 0 3 3 0 0 3 1 1 4 0 3 3 1 3 2 1 1 4 2 2 2 2 1 3
split_gain=0.0873428 0.546477 0.89109 0.351276 0.335255 0.236582 0.705885 0.40649 0.378001 0.224837 0.432184 0.513549 1.03399 0.341718 1.2514 0.830203 0.504646 0.669517 0.476114 0.972694 0.74476 0.564603 0.718773 0.892111 0.798087 1.51238 0.827991 0.578455 0.498162 0.470814
threshold=71.053259929650025 95.550490414250007 -0.089139999999999997 -0.21563499999999999 70.816675614150014 70.182199495350019 94.770837556450019 0.087935000000000027 -0.029845 87.261973998100004 86.866770652900016 0.094595000000000026 62.116825104000007 64.369753017350021 41.873095646600007 88.350799540950007 0.094595000000000026 0.086555000000000021 66.235542959850008 0.090465000000000031 -0.094409999999999994 66.859265246100009 68.20618276945001 37.892416320650007 -0.10771499999999999 -0.060989999999999996 -0.016014999999999998 0.20852500000000004 67.606656606400023 0.084365000000000009
decision_type=2 2 2 2 2 2 2 2 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 9 8 -8 -7 10 -1 12 -12 14 15 29 17 -16 19 20 -15 -20 23 -23 -24 -26 -27 -28 -25 -11
right_child=1 -3 -4 -5 -6 6 7 -9 -10 13 11 -13 -14 18 16 -17 -18 -19 21 -21 -22 22 24 28 25 26 27 -29 -30 -31
leaf_value=0.00034379534721717963 0.055735165698591951 -0.00031227297793463322 -0.10294398083683882 -0.031021947269950997 0.034769045129706092 0.025261102468866495 -0.047112998504277956 0.057091078068413528 -0.11822711586127924 0.079660054666477992 -0.11981070414044029 0.011213486846261653 -0.0034213054056298031 -0.11728423092236032 -0.0077553510037087579 0.10319961980756145 -0.026895128819129546 0.056124947774601058 0.044950898011479945 0.013850682652743751 -0.023248926190020978 0.022162245813907612 0.048148729408340377 -0.1079176271017893 -0.090325214603918846 0.067438057077987376 -0.042624973183058815 0.036757206751832423 -0.0052114442523530334 0.0014245706667753491
leaf_weight=75.442524546351706 0.73892790195532176 45.373306309515783 1.4034703377546964 1.2667988861212509 3.0037857983697895 0.23103365436691092 0.62609850079752483 0.93102317419834435 0.89413086152489929 1.1195487696677475 1.3739623762667172 1.8721627071499822 1.7173425103537736 1.352317678742111 4.4262623693793994 2.272291986271739 4.5222655553370714 2.6070591434836388 3.4844112587161389 3.8097452034708112 2.2329303649021339 1.4985884847119444 4.1033623864350401 1.5866169368964622 1.6798172462731624 2.1100305244326618 2.2773902956396248 1.537813307251781 0.67239324399270106 2.4580531641840935
leaf_count=1487 32 1924 300 32 35 11 35 19 75 24 31 14 13 26 39 45 39 14 49 48 41 14 57 57 25 23 36 21 27 40
internal_value=0.000394118 -0.00321349 -0.041826 0.000940158 0.00174951 0.000967546 -0.0284155 0.015192 -0.0887642 0.00160234 -0.00153671 -0.0301196 -0.0551518 0.00737132 0.0182443 0.05593 -0.000833629 0.0159233 0.000187905 -0.0213322 -0.058718 0.00858565 0.000392747 -0.0376613 0.0126055 -0.00657214 0.017172 -0.010628 -0.0773472 0.025907
internal_weight=178.625 48.7825 3.4092 2.00573 129.843 126.839 2.68229 1.55712 1.12516 124.157 80.406 4.96347 3.0913 43.7509 17.4055 5.84989 11.5556 7.03332 26.3454 7.39499 3.58525 18.9504 15.466 3.7576 11.7084 7.60505 5.92523 3.8152 2.25901 3.5776
internal_count=4633 2288 364 64 2345 2310 140 54 86 2170 1545 58 44 625 201 109 92 53 424 115 67 309 260 98 162 105 80 57 84 64
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=4 3 0 1 2 3 4 0 1 0 4 1 4 2 2 4 0 1 0 4 1 1 1 1 0 3 3 1 4 2
split_gain=0.3378 0.400899 0.460112 0.560619 0.241055 0.620731 0.401431 1.15935 0.737987 0.450325 0.537235 0.513381 0.343848 0.450305 0.5844 0.996617 0.627381 0.717847 0.652862 0.505507 0.857687 0.543522 1.24242 0.578873 0.494313 0.459865 0.443635 0.439665 0.7808 0.40211
threshold=32.724174661450007 0.088565000000000019 92.773313165550022 72.62331947780001 -0.23557500000000001 -0.25843999999999995 38.983591653800012 83.933662832600007 61.076391807500009 89.576736448400013 35.476804824450006 78.290589216800015 49.292797572200008 -0.16164499999999998 -0.15022499999999997 43.219899330700009 76.535026057600007 58.309968391300011 83.479313408550013 39.788107623550012 68.20618276945001 62.084563606450011 58.613764160050003 65.571493801650021 67.058211147750015 0.099855000000000027 -0.25098999999999999 82.788379669050016 44.749265482150008 -0.15781499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -2 7 -7 -8 -9 -11 -12 13 19 15 -15 24 -18 25 20 -6 22 -21 -23 -16 -19 -14 -20 -29 -28
right_child=4 -3 3 -5 12 6 8 9 -10 10 11 -13 26 14 16 -17 17 18 27 21 -22 23 -24 -25 -26 -27 29 28 -30 -31
leaf_value=-0.0020737249184106456 -0.002120153778434592 -0.0018430990405728924 0.0020676987865710251 -0.0020737410253494348 -0.0022392922402760724 0.0017350086288904431 -0.0021535815356820685 -0.0028429897025556202 0.00019400855900679584 0.00044441740297773653 -0.0022391027337092862 0.000319314522982853 -0.0022072045104678619 -0.0025247455344156204 0.001758859419089422 0.00072433164497409392 0.001461025285335952 -0.0021261709487609879 0.00013961805279121033 0.00058407248665682577 0.00094076034323566462 0.0020221180480855302 -0.0022579576712532597 0.00065802165810476736 -0.0020281264086480988 -6.8751586794518079e-05 0.00041410876765978567 -0.0014019766255255683 0.00051972468253023789 -0.0011875442851380432
leaf_weight=0.26814890071545849 0.5762992831296313 0.75423740617952717 0.47836168482899666 0.17044475866077846 0.65070275470497907 0.64192602038383784 0.5359976566687682 0.51432962797116522 13.036403285852428 0.83443465439995668 1.0729924009647218 0.41941988671896968 0.50681122916284982 0.83982360513255006 0.15726761799305577 0.63924678775947541 1.5347147085703898 0.84207264194264897 170.81302176129248 3.6073976946063322 0.65361137611762388 1.6436537876725195 0.70734428206924338 4.3921554170956369 0.84205530742474366 0.82875578664243221 1.5750382449186877 1.9019690162322143 1.4196097723033743 0.97615851838781842
leaf_count=73 67 69 4 95 55 13 58 6 432 27 52 52 19 79 4 24 19 54 2162 57 17 24 73 85 184 25 58 466 61 219
internal_value=9.38962e-05 -0.000784201 8.679e-05 0.000979721 0.000100813 -0.00011872 -5.10922e-05 -0.000644903 0.000101298 -0.00118261 -0.0008156 -0.0015201 0.000120711 0.000131129 0.00010692 -0.00112051 0.0001171 0.00012583 0.000114175 0.000504631 -0.00064572 0.000649591 0.00011816 0.00102949 -0.00143215 -0.00110566 -0.000531598 0.000125879 -0.000580661 -0.000198728
internal_weight=213.834 1.67119 0.916955 0.648806 212.163 17.6318 17.0555 3.4831 13.5724 2.84118 2.32685 1.49241 194.531 191.473 179.819 1.47907 178.339 177.34 175.805 11.6549 1.30431 10.3506 4.31474 6.03581 0.999323 1.67083 3.05801 174.135 3.32158 2.5512
internal_count=4633 241 172 99 4392 707 640 150 490 137 131 104 3685 3389 3078 103 2975 2787 2768 311 72 239 130 109 188 79 296 2689 527 277
is_linear=0
shrinkage=0.00196078


Tree=826
num_leaves=31
num_cat=0
split_feature=4 3 2 1 1 4 4 3 0 3 4 3 2 3 1 0 3 4 3 1 1 0 4 3 2 1 2 4 1 0
split_gain=0.0828193 0.372081 0.269288 0.148828 0.26817 0.127128 0.347441 0.324858 0.413575 0.314896 0.366251 0.203752 0.263629 0.157033 0.129406 0.121096 0.312535 0.345963 0.329428 0.249207 0.40001 0.389894 0.345792 0.35547 0.242716 0.168083 0.697907 0.228117 0.214895 0.30334
threshold=49.292797572200008 -0.25098999999999999 -0.15781499999999998 89.721913187450014 90.679004281900021 47.927946529500012 46.095286511800005 -1.0000000180025095e-35 93.047535894850014 -0.42796999999999996 48.914776625700007 0.074735000000000024 -0.088465000000000002 -0.25215499999999996 81.339300736700025 102.75018128760001 0.090850000000000028 44.749265482150008 0.089835000000000012 82.299080289250014 82.815264250350012 103.57284947555002 45.044778924400006 -0.225495 -0.17605999999999999 81.573196594050017 -0.11963999999999998 41.319407281650008 80.13218303615001 98.230883170350012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 15 9 -9 -7 -11 12 13 -8 -10 25 18 -18 19 21 -21 -17 23 24 -22 28 27 -27 29 -1
right_child=1 2 3 4 -6 7 11 8 14 10 -12 -13 -14 -15 -16 16 17 -19 -20 20 22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0016991430986895166 -0.11005738318671908 0.020878273232069193 -0.10194948321982472 0.099138607384192556 -0.10163485853042629 0.051287143802766215 0.017038733393069296 0.10366582872291019 -0.0052604824957321744 0.0030374610904636869 -0.086292495895040983 -0.086221370847557405 0.06200455068314268 -0.10335599469870678 0.050607435113387694 0.00084521100081153759 -0.10343055457418358 0.10338245762738221 0.077379932630624287 0.082402802695071775 0.073454512076122885 -0.10506453253881548 0.078326820531940705 -0.10255406627304507 -0.10356460710268195 0.059689269400118955 -0.10549701181996228 -0.047542602714185457 0.019592284693610022 -0.018248098886793056
leaf_weight=148.49551748545036 0.37094572331989217 1.5239409439818705 0.3387402501029998 0.13203938922379166 0.13408374062782968 0.67215957760345224 0.17185696616070345 0.75691598653793279 1.1205900115892289 1.3357125803595411 0.69923893170198415 0.71848211998076295 0.29496670994558261 0.2931093130246154 0.65807616128586222 0.77774340279574949 0.61943796773357451 0.093034632503986359 0.43767756418492343 0.5313710716436616 0.27329487716451695 0.62848281981860055 0.2672449380334001 0.54563374106965024 0.1080915535130772 0.63800244606682099 0.70889335311949142 0.28791107051074505 6.2445303962449534 8.0362488399769045
leaf_count=2664 19 76 167 4 48 10 14 10 26 36 31 72 12 48 34 23 236 1 25 17 30 75 9 435 57 18 55 60 68 253
internal_value=0.000439916 -0.0176337 -0.0015288 -0.057983 -0.00201929 0.000697475 0.000224954 0.0160349 0.0417557 -0.0080561 -0.0276576 -0.0480417 -0.0119446 -0.0588567 0.0154097 0.00064796 -0.0159539 -0.0764249 -0.00388403 -0.0152407 0.0102236 -0.0464889 -0.0218915 -0.0507828 0.0232842 0.00108035 -0.0308246 0.0263457 0.00140078 0.000675063
internal_weight=177.914 2.49975 2.1288 0.604863 0.266123 175.414 170.172 5.24269 2.53558 2.70711 2.03495 1.47842 0.759933 0.464966 1.77867 168.693 4.28201 0.712473 3.56954 3.13186 1.72564 1.40623 1.19427 0.92702 0.381386 164.411 1.63481 0.925914 162.776 156.532
internal_count=4633 314 295 219 52 4319 4172 147 70 77 67 146 74 62 60 4026 908 237 671 646 548 98 531 522 87 3118 133 78 2985 2917
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=2 2 2 4 1 1 0 3 3 3 2 4 3 3 0 4 3 3 1 1 3 0 0 1 1 4 2 3 1 0
split_gain=0.438262 0.638726 1.15351 0.60137 0.928809 1.21456 0.590021 0.49445 0.691058 0.538277 0.653415 0.533083 0.397233 0.380683 0.33868 0.297431 0.328092 0.338243 0.559651 0.543096 0.356293 0.269221 1.37586 0.759378 1.27509 0.716325 0.701166 0.549251 0.622947 0.769172
threshold=-0.23557500000000001 -0.58319500000000002 -0.54488499999999995 39.852039223600009 75.629015667650023 78.27445846800002 91.109157582800023 0.093185000000000032 0.096915000000000015 -0.083149999999999988 -0.47573499999999996 45.458122212500008 0.098950000000000024 0.10052500000000002 100.92471821705001 49.292797572200008 -0.25098999999999999 -0.24360999999999999 87.143681840350013 87.313054702550019 0.074735000000000024 91.109157582800023 90.321439350550008 67.606656606400023 65.571493801650021 37.892416320650007 -0.051199999999999996 0.094595000000000026 69.633754036750005 95.44832900530001
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -6 -5 9 -9 11 -11 -4 14 -1 -7 21 -17 -18 -19 -20 -21 22 -2 24 -23 -26 -24 28 -25 -30
right_child=15 2 7 4 5 12 -8 8 -10 10 -12 -13 -14 -15 -16 16 17 18 19 20 -22 23 26 27 25 -27 -28 -29 29 -31
leaf_value=-2.4224560519782865e-05 0.00016185286274247222 -0.0022019589763121431 0.00036470778589046049 0.00023687729627821973 -0.0023813995911092238 0.0020421154537122871 0.0016327871743984706 0.0014283892067668117 -0.0004262178657815388 0.00066820941425257496 -0.0019015432829726684 -0.0014061817361912551 0.0016876031768560797 -0.0019317502386119723 -0.002004219554473447 -0.0021572426372088028 0.0014719126659991603 -0.0020328035041865897 0.0020110899033344387 0.00058255406081359189 -0.0020124306835255434 0.00086990108617633708 0.0017728286058498915 0.00087666995134482524 0.00017917423310359964 -0.0022544270842980237 0.0003540666229557916 -0.00023470718797245906 -0.00035105628976313756 0.00024737660980935909
leaf_weight=0.95396259183235244 115.14198371102975 1.337858686049002 2.4825696752341169 2.2266480773687363 0.86136065702885378 0.11241716891527154 2.4397135034669191 1.3596314255555628 1.7886267860740188 0.48618973141856292 1.748716866270114 0.88705787248909462 0.6594763484899886 0.69548873417079449 0.27184300090448232 0.39562090070103328 0.37767489254474718 0.65083863210747805 0.42444975674152352 0.40375871048308909 0.40997466788394377 1.1601329352706664 3.1406525298953056 4.6622158084064713 0.62614815495908294 1.8070654460461808 2.3349094386212519 14.754485288689464 10.306716504092035 41.53352551035232
leaf_count=81 1545 124 130 22 18 1 20 14 40 44 83 79 12 22 68 19 3 143 6 21 104 13 32 40 7 70 27 400 339 1106
internal_value=0.000114507 -0.000175721 -0.000506261 0.000229997 0.000495689 -0.00065801 0.000966701 -0.000247075 0.000374727 -0.000596363 -0.00134251 -0.000101481 0.000764245 -0.00082853 -0.000820445 0.00014133 -0.000509631 -0.000222063 -0.000560742 0.000213032 -0.00072485 0.000150196 0.00020752 5.7821e-05 -0.000821659 -0.00162818 0.00116783 0.000102171 0.000190141 0.000128398
internal_weight=216.442 18.3116 10.0907 8.22091 6.57146 1.9051 4.66636 8.75279 3.14826 5.60453 2.23491 3.36963 1.04374 1.64945 0.38426 198.13 2.66232 2.2667 1.88902 1.23818 0.813733 195.468 120.618 74.8503 3.59335 2.43321 5.47556 71.2569 56.5025 51.8402
internal_count=4633 758 514 244 141 99 42 390 54 336 127 209 81 103 69 3875 296 277 274 131 125 3579 1604 1975 90 77 59 1885 1485 1445
is_linear=0
shrinkage=0.00196078


Tree=828
num_leaves=31
num_cat=0
split_feature=4 3 2 4 4 4 1 3 4 4 4 0 3 1 1 3 2 2 1 1 2 2 4 0 3 3 4 2 3 4
split_gain=0.0784867 0.434892 0.311185 0.171252 0.262646 0.439553 0.134739 0.257547 0.126325 0.84402 0.29285 0.424996 0.442373 0.259683 0.322332 0.256915 0.229359 0.200729 0.513581 0.649655 0.29304 0.271834 0.443508 0.250699 0.195952 0.487192 0.421804 0.835112 0.683328 0.550495
threshold=33.036871954450007 0.088565000000000019 -0.10771499999999999 34.424709467050008 33.96174662340001 33.361153777850006 55.782817748650011 0.070640000000000022 37.041406607950009 36.859113051050009 37.765550062200006 91.109157582800023 0.092895000000000019 69.633754036750005 71.397382570300024 -0.086715 -0.59915999999999991 0.24901000000000004 68.20618276945001 69.999384342500022 0.28423000000000004 0.63131000000000015 40.858951393400005 101.61296349840002 0.10487000000000003 0.10646500000000002 40.250747516500006 -0.054875 0.42293500000000012 40.467253020850002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 -2 7 -5 9 13 11 -10 15 -8 -15 -13 -16 24 20 -20 -19 22 -21 -23 -12 -26 27 28 -27 -28
right_child=3 -3 -4 6 -6 -7 8 -9 10 -11 17 12 -14 14 16 -17 -18 18 19 21 -22 23 -24 -25 25 26 29 -29 -30 -31
leaf_value=-0.10310762958443842 0.045860889260735921 -0.087660524322228484 0.0663341546282563 -0.10818926293783473 0.070982099575776628 -0.082647412275460214 0.011559289742698379 0.016968024182161479 0.062805748729254693 -0.08207814642901827 0.0024912365251767215 0.0040348221501890309 0.03225406466258067 -0.0071363859733721731 0.08576205426296464 -0.089941833200161747 -0.10739288282528359 -0.12328491803280733 0.10435511576625951 -0.10825485831865321 -0.021873043433625984 0.089043714718016823 0.0074210959827685557 -0.036106931342039093 -0.057805596017481656 -0.11759143263434209 0.054234476620517627 0.010574099216705463 -0.0090607022424745824 -0.0023528878896945569
leaf_weight=0.13685818400927019 0.71572535482118771 0.58065064965694546 0.52100736805277736 0.32479673910347528 0.87228610983856913 0.42374599653157929 6.8306733348581457 0.33296771239838563 1.8688843632116903 1.4103617053769983 131.64216572727446 0.54559095966396831 1.8823524427380105 2.5705284188734372 0.068917455966583607 0.62317386709582978 0.5693222414690815 0.63687322396435708 0.50293076038360629 0.64535353777318938 0.51563037185405847 0.34151868906337757 0.68141686379385646 0.30124902428360656 1.782166532320846 1.3657998030612364 1.9700909151870281 2.5954271801178974 1.0084862225921822 13.496984969759067
leaf_count=121 18 81 57 168 36 37 132 25 36 36 3084 22 29 33 9 42 143 36 5 53 23 25 19 23 29 42 18 38 16 197
internal_value=0.000499437 -0.0245864 0.0310846 0.000675441 0.029685 -0.00192871 0.000341025 -0.0448332 0.000511937 -0.00964009 0.00122767 0.0252525 0.00225015 0.000536165 -0.0229293 -0.0460726 -0.0865359 0.00047711 -0.0227822 0.00291632 -0.0779132 -0.0229865 -0.0488448 0.0303888 0.0010251 -0.00766143 -0.00328866 -0.0286334 -0.0714926 0.00485483
internal_weight=177.764 1.23852 0.657866 176.525 2.01176 1.13947 174.514 0.657764 173.856 11.4498 162.406 4.92 3.05112 10.0394 3.20877 1.16876 0.63824 157.486 3.62497 2.47247 1.1525 1.96954 1.32677 0.642768 153.861 22.219 20.4368 4.96971 2.37429 15.4671
internal_count=4633 259 178 4374 91 55 4283 193 4090 353 3737 129 93 317 185 64 152 3608 184 125 59 120 72 48 3424 340 311 96 58 215
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=1 3 2 2 2 0 1 3 3 3 3 1 3 4 0 0 3 1 1 4 1 2 3 1 1 4 3 1 0 0
split_gain=0.298285 0.75539 0.683016 1.20092 0.712172 1.07606 0.678702 0.648954 1.6054 0.882279 0.622554 0.835806 0.499785 0.502285 0.455447 0.840866 0.731841 1.16164 0.535923 1.46482 0.661421 0.681381 0.739531 1.36322 0.563041 1.5582 1.57524 0.65766 1.24608 1.21761
threshold=69.873026810350026 0.4149000000000001 -0.059424999999999999 -0.068964999999999985 -0.054875 93.910530954700008 70.816675614150014 0.092485000000000026 0.090665000000000009 -0.17949499999999999 -0.222165 70.940344688150006 0.10821500000000002 40.574766824850009 87.261973998100004 86.866770652900016 0.094595000000000026 62.116825104000007 64.369753017350021 41.529896397300007 62.907231794400012 -0.083330000000000001 0.12376500000000003 62.154463517850012 66.235542959850008 38.621016321050007 0.090465000000000031 66.859265246100009 93.308316333500017 90.321439350550008
decision_type=2 2 2 2 2 2 2 2 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 6 -4 -6 7 8 9 -2 11 -7 -8 -14 15 -1 17 -17 19 -16 21 -21 23 -23 25 26 -20 -26 29 -29
right_child=1 -3 4 -5 5 10 12 -9 -10 -11 -12 -13 13 -15 18 16 -18 -19 24 20 -22 22 -24 -25 27 -27 -28 28 -30 -31
leaf_value=0.00013962630481706155 0.00070856272431421585 -0.0020886971810986079 0.0016183136428472272 -0.0018111272783500035 -0.001717656460446445 0.0018125484307771732 -3.8288687890992815e-05 -0.0022027080713270491 0.001365827446086605 -0.0022474676588596222 0.00032523710769562122 -0.0019775406724073163 -0.00020123600323033165 0.0015552308226550234 0.001327654036037426 -0.0023735427729353518 0.00028998919332893261 -0.00014122408697543165 -0.00094160256507613447 0.00064849595655327812 0.00099844727130722079 8.9434677870384809e-05 0.00041712060976418797 -0.0020838461851750692 0.00097805929431440974 -0.0015740039877265237 0.00098226514025773681 0.0012748893180203795 0.00085424994974137968 -0.00070631606568990492
leaf_weight=90.335350354784168 0.52683358819922466 0.64802594887169007 1.4091763858450601 1.5660195761010971 1.0930910702736607 0.29204782657325867 33.42594012319023 0.98001883931283362 1.2453163675963876 1.475132082079653 27.693560060014985 0.95586327226192225 1.0430041349472952 1.5653438569861462 6.5966892670840052 1.6649632211774581 2.0736203491687775 1.9410882878582922 2.6727859806269425 3.9525010846555233 3.2183941695839158 2.5535569190978986 2.8758697807788849 1.9624864384531973 4.7120502749457982 2.4883071036310866 4.2193714044988155 1.4492658786475638 5.4556456072605206 6.7351784503553063
leaf_count=1486 8 44 22 66 64 2 1407 31 7 69 663 82 46 23 95 31 14 13 26 22 27 26 10 21 49 59 30 13 63 114
internal_value=0.000120354 1.89954e-05 3.76363e-05 -0.000126504 0.000255981 0.000192062 -6.09782e-05 -0.000804254 -0.000382206 -0.00146956 0.000264191 -0.00109055 2.6218e-05 0.00085287 0.000172059 9.36159e-05 -0.000638182 -0.00117192 0.000326106 0.000561126 0.000213902 -8.67192e-06 -0.000360064 -0.000854984 0.00014679 -0.000243993 0.000236187 0.000346534 0.00012837 -0.000355493
internal_weight=218.826 73.9194 73.2713 41.8276 31.4437 30.0346 40.2616 4.2273 3.24728 2.00197 28.9415 1.24791 36.0343 2.60835 144.907 96.015 5.67967 3.60605 48.8921 21.1595 14.5628 11.3444 7.39191 4.51604 27.7326 9.38046 6.89216 18.3521 13.6401 8.18444
internal_count=4633 2534 2490 1657 833 811 1591 115 84 77 747 84 1476 69 2099 1544 58 44 555 201 106 79 57 47 354 115 56 239 190 127
is_linear=0
shrinkage=0.00196078


Tree=830
num_leaves=31
num_cat=0
split_feature=2 3 3 3 3 4 1 1 0 0 1 0 2 2 3 3 2 1 1 4 2 3 2 4 2 4 0 2 4 4
split_gain=0.0792685 0.365425 0.343008 0.466927 0.409646 0.417293 0.393241 0.322138 0.303059 0.224257 0.224069 0.336572 0.214185 0.478529 0.514826 0.605343 0.438291 0.49158 0.413553 0.316602 0.517537 0.374792 0.206856 0.554104 0.484433 0.554347 0.265595 0.240395 0.38432 0.489103
threshold=-0.23557500000000001 -0.25843999999999995 0.42293500000000012 0.25799500000000009 0.10787500000000003 38.983591653800012 57.772276765200012 61.821094709650005 96.631250582750013 96.978061681550017 78.290589216800015 101.19356403005001 -0.16533 -0.18437499999999998 -0.15544999999999998 1.0000000180025095e-35 -0.23353499999999996 64.369753017350021 75.499969677400017 40.767054867700004 -0.23265499999999997 -0.25098999999999999 -0.15022499999999997 42.320906304050006 -0.15397999999999998 48.109449608500007 104.22883325935001 -0.14704500000000001 42.670715716450012 41.542492784600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 6 -3 -7 -8 -10 -11 -12 13 14 18 -16 -17 -18 19 20 -2 -21 23 -14 25 -25 -27 28 29 -24
right_child=12 2 -4 -5 -6 7 8 -9 9 10 11 -13 22 -15 15 16 17 -19 -20 21 -22 -23 27 24 -26 26 -28 -29 -30 -31
leaf_value=-0.10521750229448563 0.072592454574058204 0.063563045075456306 0.082413638954805857 -0.11207353298365208 0.044757505578913052 -0.10624798697686025 -0.099469544014978262 0.0028267673792245328 0.10470754494908677 -0.10787309927709168 0.1038100399365153 -0.10297474561953984 -0.089505361701746125 0.082249893871017055 -0.10625332833824092 0.062170604189717787 0.021978406922852023 -0.10003564739352888 0.092133548602312834 -0.0036836616040770657 -0.11213883823619519 0.065886705882390706 -0.10404907667828354 0.088535809344816765 -0.12591826982002405 0.032553854307398572 -0.067353856533598988 0.00046707221527356895 0.084960500221593585 0.10632385106117033
leaf_weight=0.3671403899152218 0.23232554720016219 0.26471344684249887 0.44315894937608469 0.40993383107706982 1.5337411217878987 0.27988311443914327 1.1165131856832884 8.3118148101525531 0.12622484564781178 0.27701569288910832 0.18300849199295044 0.13811546170370548 0.9359499206780123 0.98376153872231764 0.70204151162397499 0.75162214209558476 0.72841521509690188 0.60399593552938313 0.83590508997440327 1.7112076599150898 0.43676754510670446 1.4144081398844717 0.3046326801941166 0.73231978929834496 0.25478968631796273 0.46931507135013795 0.61446882470045239 151.42064398537548 0.82471361570787849 0.17343309326679446
leaf_count=81 26 7 10 10 41 56 42 393 1 30 2 85 89 34 147 14 18 39 12 34 41 13 51 19 76 48 108 3085 18 3
internal_value=0.000557859 -0.00682227 -0.0040613 -0.00709289 -0.00357437 -0.010504 -0.0504007 -0.000726451 -0.0667884 -0.0164146 -0.0419749 0.0148719 0.00116269 0.0167164 0.00802398 -0.0259423 0.00111183 -0.0333318 0.0284603 0.0144342 -0.0479956 0.0277984 0.00032369 -0.0256507 0.00320877 0.0213246 -0.0240904 0.000835077 0.0436078 -0.0277298
internal_weight=177.582 13.4513 13.0841 12.641 12.231 10.6973 2.10559 8.5917 1.84088 0.724364 0.59814 0.321124 164.131 8.40045 7.41669 2.78607 2.08403 1.33241 4.63061 3.79471 0.669093 3.12562 155.73 3.00684 2.07089 1.8161 1.08378 152.723 1.30278 0.478066
internal_count=4633 758 677 667 657 616 167 449 160 118 117 87 3875 378 344 218 71 57 126 114 67 47 3497 340 251 175 156 3157 72 54
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=0
split_feature=2 2 4 0 1 0 2 1 4 0 2 2 0 2 2 1 0 2 0 1 0 2 1 1 3 2 3 2 4 1
split_gain=0.407469 0.792627 2.24625 0.706064 1.20499 2.13971 1.12925 1.033 1.5728 1.14147 0.988912 0.73577 0.718352 1.08354 0.714618 0.685677 0.554951 0.553585 0.571001 0.730708 0.469852 0.452665 0.676408 0.642548 0.53273 0.838004 0.583892 0.801841 1.73447 0.522983
threshold=-0.06828999999999999 -0.072755 40.518963363600001 85.968825637350008 62.025417527550012 86.345209775600011 -0.017745 63.910026677050006 42.283941020600004 88.729872137350014 -0.059424999999999999 -0.054875 92.168410086200012 0.04932000000000001 -0.047144999999999999 61.987779113750001 94.496614827150012 -0.0098449999999999979 82.250688042950017 61.885617704800005 90.767723400200012 -0.016014999999999998 75.085947125300024 80.677940036650014 -0.11595499999999999 0.2758500000000001 -0.091114999999999988 0.04932000000000001 36.859113051050009 70.128430332750014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 6 14 -6 15 8 -7 -9 16 -12 13 -13 -5 -2 -11 -8 -19 -20 -15 22 -14 -24 25 -23 -26 28 -28 -29
right_child=3 2 -4 4 5 7 17 9 -10 10 11 12 21 20 -16 -17 -18 18 19 -21 -22 24 23 -25 26 -27 27 29 -30 -31
leaf_value=6.5725385593884308e-05 -0.0016321547175872412 0.00055523969537898737 -0.0022509568427367325 0.0017590777775374862 -0.0018768654777535367 0.0013376767182494307 0.0014565538253861741 -0.0024327010785056063 -9.2253716172383061e-05 0.00019762795876723953 0.0013543052564237747 -0.0017105306464032437 0.0010217057121016148 0.00077988585351997618 0.00059308046565838247 -7.7227802736124735e-05 -0.0024123742328126126 -0.0015812716793378496 0.0011680128297269724 -0.0004501428523053172 -0.0011265615974931217 -0.0017962388155950133 -0.00038588245719945092 0.0011818561249147151 0.0015744636426259901 0.00083086491749530516 0.0019647461730322655 -0.00063538105379740313 -0.0019590845822209024 0.00037117346572094546
leaf_weight=126.93318015769955 2.6692470439011231 2.3029352367211677 2.0937538734578993 2.7971694245934486 1.878413526341318 7.2384469565004093 1.2482352303850346 0.66964404191821714 5.0003014840185642 0.48432042449711932 2.0276276491349483 1.9170905594946948 5.8545943209901328 1.7948069811682219 7.281629076227544 1.8432728384505024 0.88650977560610045 0.7492807547987449 1.9381700169760732 2.4033001161296852 0.6873606708832084 1.3262529988787641 3.6757133803330362 1.3834136901386953 1.0889546525140676 0.72038830416568078 0.5763384068086802 2.2768518554512438 1.7429147890798047 15.461294120144883
leaf_count=2965 39 33 32 16 28 66 33 15 36 6 30 21 42 50 59 41 53 158 21 43 39 70 38 96 25 47 9 41 128 353
internal_value=0.000103943 3.73751e-05 -0.000781103 0.00021657 0.000291961 0.000180896 -0.000247311 0.000251414 0.00075346 0.000107091 0.000147678 0.000203072 0.000142451 -0.00060325 0.00091668 -0.000996999 -0.00149025 0.000286368 -5.57356e-07 0.000272253 0.000251953 0.000238635 0.000567934 4.28142e-05 8.36801e-05 -0.000871536 0.00017613 0.000100212 -0.000984006 0.000241973
internal_weight=208.951 131.33 4.39669 77.6215 66.77 56.6912 10.8515 54.8128 12.2387 42.5741 41.9044 40.5336 38.506 4.39926 10.0788 4.51252 1.37083 6.33899 5.09075 4.34147 2.48217 34.1067 10.9137 5.05913 23.193 2.04664 21.1464 20.0574 2.31925 17.7381
internal_count=4633 3030 65 1603 1268 1193 335 1165 102 1063 1048 989 959 110 75 80 59 255 222 64 89 849 176 134 673 117 556 531 137 394
is_linear=0
shrinkage=0.00196078


Tree=832
num_leaves=31
num_cat=0
split_feature=0 3 2 2 1 1 2 3 2 2 4 1 1 0 1 0 1 0 2 2 1 3 3 0 3 1 0 2 3 0
split_gain=0.0779721 0.105934 0.114923 0.175094 0.111336 0.152906 0.0812094 0.275648 0.158994 0.0884343 0.239056 0.233254 0.0864292 0.502829 0.369739 0.546459 0.246757 0.272655 0.471365 0.53255 0.374609 0.348287 0.966079 0.523191 0.48467 0.319945 0.903074 0.50352 0.318731 0.281339
threshold=113.1679565431 -0.15544999999999998 -0.16262999999999997 -0.045684999999999996 93.155074220050025 93.840631043300007 0.63131000000000015 -0.16179999999999997 0.70691500000000018 0.27394500000000005 38.110427674550003 70.128430332750014 80.538140213850014 99.647700605050019 78.962703749400006 100.69082235970002 78.537927364800012 97.886760529650019 -0.084729999999999986 0.11061500000000003 74.462224839050023 0.088755000000000014 0.098950000000000024 98.51854819030001 0.083905000000000021 75.424692849750016 96.978061681550017 -0.15580499999999997 0.089835000000000012 96.978061681550017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -3 -6 9 -8 -9 12 -11 -12 14 -14 16 -16 17 25 21 20 -20 23 -23 -19 -25 29 27 -27 -28 -1
right_child=1 4 3 -5 5 -7 7 8 -10 10 11 -13 13 -15 15 -17 -18 18 19 -21 -22 22 -24 24 -26 26 28 -29 -30 -31
leaf_value=0.0013540805049660966 0.076094304735644658 -0.10581371529425213 -0.10427260255785782 0.030595072954560737 0.10152701859974961 -0.10050010441796425 0.10163270147247626 0.048136209950861868 -0.061064399880866573 0.01518628515247639 -0.012697882155324122 -0.10823132189017531 -0.11952691077088738 0.013150156558038278 0.024754290043699102 -0.083257338315469664 0.049247085418393559 0.098988597260872363 0.0096597990287599009 0.010601913967942467 -0.093449767391344182 -0.09142103458706137 0.027713357789738016 -0.079830656163136393 0.035267399864972744 0.085591977349766535 0.068042421771795827 -0.11352450866595887 0.016168921864221267 -0.024077993263593767
leaf_weight=140.93097685526845 0.14831789015806862 0.26033294976991683 0.16847391726332717 0.22458394577552099 0.07632970915074111 0.073573565595552282 0.33977756462991238 0.23713391920318727 0.30458770075347275 0.98498144023324075 0.59864786054822594 0.44596773714147275 0.29367145876312761 10.452524797833574 0.75192315463209425 1.2422282355491914 1.0443057456432132 0.75199087255168739 0.43602067333995265 1.1194631077814845 1.8362858900509307 1.1694842851647993 1.6285120628890579 0.53619264620647289 1.1516529303698915 0.15877422771882255 2.3234471974428743 0.63460004554508398 2.4163487460464239 4.488297540578059
leaf_count=2604 32 85 36 30 6 274 8 29 21 44 35 39 16 710 16 82 52 8 25 27 86 40 39 77 10 4 23 94 22 59
internal_value=0.000593705 -0.027954 0.00108999 -0.0272124 -0.0662823 0.00237071 0.000747816 0.0310242 -0.0132628 0.000595654 -0.0201572 -0.0534831 0.000838607 0.00952436 0.00026464 -0.04253 0.000795929 0.000478865 -0.0168089 -0.0458522 -0.0736646 0.00199811 -0.0220815 0.0296125 -0.0012968 0.00146717 0.0250688 -0.0736763 0.0415973 0.000569132
internal_weight=177.229 0.951612 0.541376 0.393058 0.410236 0.149903 176.278 0.881499 0.541722 175.396 2.0296 1.04462 173.367 10.7462 162.621 1.99415 160.626 159.582 8.6296 3.39177 2.27231 5.23783 2.798 2.43984 1.68785 150.952 5.53317 0.793374 4.7398 145.419
internal_count=4633 463 98 66 365 280 4170 58 50 4112 118 74 3994 726 3268 98 3170 3118 312 138 111 174 79 95 87 2806 143 98 45 2663
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=2 0 2 1 3 4 1 0 4 0 0 1 2 2 4 4 0 3 3 2 2 4 3 0 2 2 0 3 3 0
split_gain=0.076995 0.541387 0.9021 0.969059 1.2624 0.886139 1.00036 1.08174 0.825653 0.649759 0.568022 1.20358 0.476171 0.466204 1.67653 0.464163 0.44304 0.503707 0.840358 1.07651 0.835231 0.502188 0.499655 0.60456 0.455253 0.723406 0.384481 0.496117 0.890994 1.09647
threshold=-0.06828999999999999 85.968825637350008 -0.054875 62.084563606450011 0.087475000000000011 39.476991512000005 61.987779113750001 85.307464937250003 40.722669576350008 86.036037090600004 86.345209775600011 61.966271448700006 0.0041150000000000015 -0.072755 40.518963363600001 37.892416320650007 86.393602021950016 0.084065000000000015 0.075810000000000016 0.0041150000000000015 -0.047144999999999999 36.558960102350007 0.086555000000000021 96.870523356300012 0.26597500000000007 -0.036264999999999999 102.32271644485002 0.097005000000000022 0.08846500000000003 96.324766355850002
decision_type=2 2 2 2 2 2 2 2 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 5 3 -3 -5 15 7 12 -8 -4 11 -11 -7 -1 -15 -2 -12 18 21 -20 -19 -18 23 -22 25 -23 27 28 -24 -30
right_child=1 2 9 4 -6 6 8 -9 -10 10 16 -13 -14 14 -16 -17 17 20 19 -21 22 24 26 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00014420020187607671 -0.0098501202226416694 0.10625451252412173 0.087525633461723984 -0.061396252561335775 0.05389154157688926 0.069872338666841421 -0.083843752466847651 -0.11775150951933229 0.026084327854343593 0.023462502645759331 0.061056131067314112 -0.092849329837639716 -0.068461011642124966 0.027775913264406121 -0.10626005443018316 0.077834258079218455 0.045703307633712831 -0.083865188058192749 0.076757921416309743 0.0075434657775621146 -0.13147513063773988 0.010057285256903449 0.021093684436121619 -0.0060784336170855427 0.046867282062860144 -0.058386639610244498 0.052937550770474164 0.010973803124599817 -0.086153792017063399 0.0025822753594947983
leaf_weight=107.98803577257365 1.2381885534850865 1.7406609654426564 0.88248609006404777 1.3750043616983019 3.0713361032394459 0.5522529217778358 0.91337042627856169 2.1912873269757256 2.7118964782275725 1.698304679244756 1.3206642167642701 1.8684643376618622 0.45290217855654191 1.9688120373189115 1.7740604916598384 1.1781331668607888 1.4828868206241184 1.3315233064204175 3.8175115863214142 5.4625158776270837 0.64341266149859666 2.781323492119554 3.3140846291207762 0.95534678386457017 0.93506881696521293 3.4718553022557903 1.3556336199078476 12.3606244957773 2.9557994326896733 2.6328868810087442
leaf_count=2965 39 14 5 31 72 24 9 36 75 13 9 35 138 33 32 14 68 22 50 118 38 17 55 54 50 140 199 170 75 33
internal_value=0.000531259 0.00327662 0.00701022 0.0430018 0.0182395 -0.0191368 -0.0375696 -0.0783516 -0.00161158 0.00249067 0.000939824 -0.0374679 0.00754218 -0.00105838 -0.0357549 0.0329024 0.00399622 0.0022639 0.0151015 0.0360161 -0.00675593 -0.00728168 -0.00251637 -0.0565437 -0.0182121 -0.0279438 0.00130239 -0.00198958 -0.019988 -0.0443493
internal_weight=176.426 64.6954 55.4574 6.187 4.44634 9.23803 6.82171 3.19644 3.62527 49.2704 48.3879 3.56677 1.00516 111.731 3.74287 2.41632 44.8211 43.5005 17.9512 9.28003 25.5493 8.67113 24.2178 1.59876 7.18825 6.25318 22.619 21.2634 8.90277 5.58869
internal_count=4633 1603 1268 117 103 335 282 198 84 1151 1146 48 162 3030 65 53 1098 1089 443 168 646 275 624 92 207 157 532 333 163 108
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=4 0 0 4 1 1 1 1 0 4 0 4 4 2 3 2 4 0 3 2 0 1 0 0 2 1 1 0 3 1
split_gain=0.29151 0.754644 1.01574 0.790464 0.69932 0.574499 1.87155 0.859197 0.796216 0.571111 0.560917 0.55444 0.916591 1.31718 1.17623 0.713328 0.614723 0.900117 0.710797 0.665963 0.460127 0.773871 0.478449 1.02652 0.457368 0.436956 1.57827 1.32962 0.955827 0.873479
threshold=42.154118731400011 86.393602021950016 86.866770652900016 42.431220712750012 62.00390986255001 62.079186690200011 62.095317438950012 62.154463517850012 87.842680954300008 42.283941020600004 103.57284947555002 42.527280425250005 43.067541470150012 -0.101255 0.094385000000000011 0.059500000000000011 43.663128814500006 100.19345760555002 0.084805000000000019 0.067985000000000018 88.122280599850015 62.425997789000007 91.437149474700007 94.047642319350018 -0.096559999999999993 63.910026677050006 62.154463517850012 87.261973998100004 -0.13578999999999999 64.630533455950015
decision_type=2 2 2 2 2 2 2 2 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 24 -4 -6 -7 -8 -9 -10 25 -11 13 -13 15 -15 17 18 -14 -19 -18 -22 -23 -24 -2 26 -1 28 -27 -29
right_child=1 2 4 -5 5 6 7 8 9 11 -12 12 16 14 -16 -17 20 19 -20 -21 21 22 23 -25 -26 27 -28 29 -30 -31
leaf_value=0.00014306098039579236 -0.00023504049831166854 0.00083358775613743977 -0.0014882820081002133 -0.0001927608750131831 0.0012037849010122484 -0.0030041629372500457 0.0021654865373379249 -0.0016190865511804763 -0.0014593371278057545 0.00069053471151887271 -0.00094725306324809763 0.00060274778675558662 0.0020229742491989751 -0.0025203195189860209 -5.0742899674147135e-05 -0.00054054008511057229 0.0021113086094171323 -0.002108595582884799 0.00055490331346174282 0.00058065251144760288 -0.0032464367314265774 0.00089627721054163015 -0.0022046283992279876 2.1263743793844986e-05 -0.0024280298468343738 0.00063114919586905894 0.00094302610273950757 0.0015464564877265628 -0.0024563979221144641 6.5575809749474174e-05
leaf_weight=58.448410283155681 0.57567786797881115 6.9027870362624517 1.1456283554434765 22.759874278832285 1.6351796537637699 0.77258003503084083 0.74338197708129783 1.0844081888862991 0.89825695985200482 5.6066236266269689 1.7735819874292236 2.6319067793665454 1.920688872924077 2.1196946441341447 2.4197725208941847 1.0444885564284048 0.38928622007369895 0.67227058916250804 3.7311846535885707 0.74790294095873833 0.28530207276344199 2.0386675065965383 0.85296335729071771 12.045891313646278 1.0021483211821784 0.54060567391570669 11.318094711401498 1.5664306953549374 1.3434839448527769 68.361312684413861
leaf_count=740 11 95 15 559 7 14 3 24 34 80 640 45 22 53 30 13 2 60 37 6 2 46 63 767 36 20 128 17 46 1018
internal_value=9.69952e-05 -2.92562e-06 0.000135628 -0.000285802 2.30242e-05 6.46038e-05 1.80408e-05 7.75548e-05 3.72285e-05 8.52469e-05 0.000148594 0.000123252 2.03218e-05 -0.00054082 -0.00107982 -0.0018668 0.000223559 0.000703145 0.0010538 -0.000692363 6.31388e-06 -4.75162e-05 1.35822e-05 -0.000125928 -0.00162791 0.000162322 0.000272838 5.49539e-05 -0.00157048 9.87486e-05
internal_weight=217.378 74.0266 49.6889 24.3377 42.7861 41.6405 40.0053 39.2327 38.4893 37.4049 143.352 36.5066 30.9 8.21586 5.58396 3.16418 22.6842 7.07205 5.65187 1.42017 15.6121 15.2228 14.9375 12.8989 1.57783 141.578 69.7665 71.8118 1.88409 69.9277
internal_count=4633 2024 1418 606 1323 1308 1301 1287 1284 1260 2609 1226 1146 141 96 66 1005 125 59 66 880 878 876 830 47 1969 868 1101 66 1035
is_linear=0
shrinkage=0.00196078


Tree=835
num_leaves=31
num_cat=0
split_feature=4 4 1 0 0 1 4 4 0 1 1 0 4 0 4 3 4 4 1 3 3 0 2 2 0 0 2 2 2 4
split_gain=0.372186 0.628161 0.584066 1.7896 0.99946 0.76694 0.526589 0.857024 0.629163 0.598806 0.524717 0.761665 1.01773 0.794574 0.758048 0.691541 0.611865 0.927574 1.12439 1.07978 1.13433 0.702058 0.578901 0.857735 0.524135 1.00746 0.638733 0.518297 0.84738 0.666899
threshold=42.081757894750005 42.027798546600003 63.910026677050006 87.261973998100004 88.350799540950007 64.630533455950015 41.489621506400006 41.835830569250014 104.03526427400001 75.499969677400017 61.987779113750001 86.420486603250012 41.542492784600007 87.261973998100004 41.600558339100012 0.089045000000000027 41.319407281650008 40.574766824850009 61.923256118600001 0.092185000000000031 0.082855000000000026 85.882794977150013 -0.083330000000000001 -0.056184999999999992 97.722764583650005 97.789976036950009 -0.22386500000000001 -0.14314999999999997 -0.18437499999999998 40.806664626150003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 24 27 -9 14 12 -12 22 16 -14 17 19 -19 20 -1 -21 -13 -24 -8 -26 -27 28 -7 -29
right_child=-2 -3 3 5 -6 6 7 9 -10 -11 11 13 15 -15 -16 -17 -18 18 -20 21 -22 -23 23 -25 25 26 -28 29 -30 -31
leaf_value=9.9078357587092263e-05 2.916406145869604e-05 0.00096225952494482917 -0.0020673284478852022 0.0015657818714593669 0.0016540959131022372 -0.00010700200735591678 -0.0021911165729279845 -0.00063072292574394906 -0.0013357138290381505 0.0015355074877883826 0.00039744369025668502 0.00017728584003962476 0.0020255360406733602 0.0008586930287180479 -0.00093337185296451033 0.00066731850620105272 0.00083854914480976797 7.5460554721832162e-05 -0.0020552203832930622 0.00027970863035307121 -0.0019317626959742193 0.0014336251092946387 -0.0016015248511348223 0.00012052953981270446 0.0021526451193990903 0.00097911045904197484 -0.0022401090255388186 0.00012452421299378476 -0.0022517433077948092 0.00075494282147726326
leaf_weight=3.7052802085600076 71.828063882165225 4.0712200442212625 1.4969213401709556 1.3458615988492955 2.0704251118004313 6.3357898432586808 1.2449861612403759 0.98551075207069494 1.1189780195188621 0.97696728010487277 14.850564282663983 7.5977631807327279 2.9760343730449668 3.9807269386947146 2.677210144698619 2.7946643773466349 4.2725786721566683 2.2262999322265382 1.6638938486576078 6.6722383443266136 1.4796963311382567 2.9117949567735195 2.1554978135973224 2.2971542179584503 0.41121403500437725 0.32133801560848918 0.90244184326002153 43.86089228140191 0.79738888685823539 7.5641236354713319
leaf_count=175 2058 36 62 17 31 168 26 27 533 38 120 32 29 50 47 29 37 43 72 66 50 16 26 15 13 8 61 628 33 87
internal_value=0.000143307 0.000203696 0.000180246 5.26366e-05 0.000313866 0.000100817 7.02582e-05 -0.0005516 0.000120718 0.000447677 0.000269299 0.000419761 0.000668982 9.91813e-05 5.39521e-05 0.00136777 0.000169219 1.59559e-05 -0.000835863 0.000240327 -0.000480486 0.000630288 -0.000151715 -0.000713105 -0.00123253 -0.000502598 -0.00139481 0.000148549 -0.000346754 0.000217253
internal_weight=207.594 135.765 131.694 67.3624 64.3318 65.8655 64.5196 4.84246 59.6772 1.96248 62.2614 36.6524 20.6213 16.0311 25.609 5.7707 22.9318 18.6592 3.89019 14.769 5.18498 9.58403 12.0504 4.45265 2.87998 1.63499 1.22378 58.5582 7.13318 51.425
internal_count=4633 2575 2539 1701 838 1639 1622 173 1449 65 807 301 178 123 506 58 459 422 115 307 225 82 73 41 108 82 69 916 201 715
is_linear=0
shrinkage=0.00196078


Tree=836
num_leaves=31
num_cat=0
split_feature=4 3 1 1 0 0 4 4 4 4 4 4 0 0 2 1 3 2 0 1 3 4 3 2 1 1 0 2 4 0
split_gain=0.0811473 0.22293 0.248969 0.186962 0.15599 0.131245 0.129536 0.250437 0.324209 0.123172 0.680104 0.282061 0.419797 0.249414 0.551195 0.6824 0.626527 0.442049 0.216403 0.317641 0.202451 0.192464 0.190122 0.187952 0.446824 0.556859 0.445883 0.199513 0.392245 0.239518
threshold=32.724174661450007 0.088565000000000019 72.209296925700016 68.846035804500005 80.503190258150013 93.501885318850015 34.424709467050008 33.96174662340001 33.361153777850006 37.041406607950009 36.859113051050009 37.765550062200006 93.972365491700018 89.861713010250014 -0.08158 70.940344688150006 0.091275000000000023 -0.10771499999999999 89.237990724000014 63.565904036300005 0.092895000000000019 37.345948426100009 0.093745000000000023 0.24901000000000004 68.20618276945001 69.999384342500022 86.036037090600004 0.63131000000000015 40.858951393400005 101.61296349840002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 7 8 -2 10 13 12 22 17 15 -15 -16 18 19 -8 21 -14 -11 -13 26 -26 -25 28 -27 -29
right_child=6 4 -4 -5 -6 -7 9 -9 -10 11 -12 23 20 14 16 -17 -18 -19 -20 -21 -22 -23 -24 24 25 27 -28 29 -30 -31
leaf_value=-0.10216288755944006 0.031163981087785914 0.019214284778355777 -0.1040701433122726 0.10457698092685018 -0.11200998148626179 0.10163573033392935 0.069636006662077476 0.067836617867487389 -0.078550937492030057 0.027459007020741184 -0.075024524603868131 0.0010561005761857295 0.0021600199381061206 -0.11824112631552115 0.027094133976760495 0.003291788154582715 -0.059178738532793568 -0.014764905103207238 0.096156649547318562 -0.053414079145707873 0.011991674120155289 -0.10858345914088081 0.081038628591828948 0.01891417616878532 0.10383232881998881 -0.106671541969731 -0.11850378415412284 0.08688969668961033 0.0064518831759197209 -0.039293370370354748
leaf_weight=0.098386685245712924 0.87534149021075724 0.12245227029779926 0.13036842268274995 0.26475203968584538 0.34811877719459972 0.046550575643777847 0.57100533250923058 0.84044137609566849 0.38904009279576712 1.4775314712896936 1.3903308464650752 153.69856476543509 0.30048661868931992 0.93113778356928267 3.5467044302240547 0.91700943098908283 1.1037207155998201 1.6630829534260536 0.78763513639569283 0.33161962684243917 1.4882536551713199 0.3284906617445813 1.2002486772835252 0.34442688020499124 0.43755107372999225 0.55908027128862137 0.75089059394667856 0.30934755690395821 0.6785070678597549 0.29282760946080089
leaf_count=72 36 8 96 3 61 1 56 36 37 31 38 3614 30 20 54 102 41 30 8 6 26 29 13 16 5 53 44 25 19 23
internal_value=0.000706903 -0.0275479 0.0162932 0.0545943 -0.0778627 -0.0367074 0.000869876 0.0255282 -0.00259442 0.000570056 -0.00955152 0.00127304 0.0251647 -0.00031178 -0.0117414 -0.0579392 0.00661834 0.021838 0.0578525 0.0244281 -0.00811104 -0.055677 0.0514747 0.000543683 -0.0228084 0.0024347 -0.0752922 -0.0216807 -0.0446516 0.025529
internal_weight=176.224 1.01063 0.540058 0.409689 0.470571 0.144937 175.213 2.10482 1.26438 173.108 11.2422 161.866 4.79501 9.85192 6.49857 1.84815 4.65043 3.35334 1.69026 0.902625 2.11723 0.628977 2.67778 157.071 3.37263 2.27731 1.09532 1.83976 1.23759 0.602175
internal_count=4633 241 172 76 69 73 4392 109 73 4283 355 3928 129 317 217 122 95 100 70 62 85 59 44 3799 185 125 60 120 72 48
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=0
split_feature=1 2 0 4 1 1 1 4 2 2 0 1 3 4 4 0 0 4 3 1 1 1 4 0 0 0 4 4 1 3
split_gain=0.266293 0.573432 0.826732 0.537373 0.509274 0.400829 0.347451 0.327912 0.375369 0.308736 0.292448 0.894104 0.936532 0.548999 0.942859 0.421705 0.559043 0.372188 0.542711 0.367858 1.61465 1.01469 0.527885 1.18159 0.927018 1.0282 1.14873 0.919537 0.738785 0.935051
threshold=81.573196594050017 -0.156745 104.86330937810001 42.388109226950007 89.89935142405001 82.949687156850018 83.116371560950014 39.032633164100012 -0.10290999999999999 0.70681500000000008 85.662341410450011 61.928633034850002 -0.17949499999999999 42.686561923500008 42.720329370750001 85.121961326250016 85.307464937250003 43.968221017800005 0.08326500000000002 63.910026677050006 62.907231794400012 64.108972578700019 41.976795488650005 86.208098410950015 85.799452775150016 87.261973998100004 39.476991512000005 44.026978245600006 62.020040611300011 0.08919500000000001
decision_type=2 2 2 2 2 2 2 2 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 7 -4 6 -5 -2 8 -3 10 11 15 -13 -14 -15 -1 -17 -16 -19 20 22 -21 24 27 -12 26 -26 28 -24 -30
right_child=1 2 3 5 -6 -7 -8 -9 -10 -11 19 12 13 14 17 16 -18 18 -20 21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-4.653400049557345e-05 -0.0010433653586535414 0.0020917660991823773 -0.0020039318063382956 0.0015708719344605575 -0.0019933796331210235 -0.00013472988578990761 0.00094298649311003364 -0.0020742864050497536 -0.0019979945681953999 0.0011551074649563205 0.00091605128995301795 0.00050992891814305712 -0.0021786643794006579 0.0022748738247838408 -0.0021025104902376102 0.0012427135065292093 -0.00019029250422802237 -0.0022489421139004775 0.0013903074284058235 -0.0016617791640931049 0.0013440046318353317 9.8719349391430123e-05 -0.0022926508552174813 0.00020542789187098142 0.0011989573990613248 0.00099837608945645227 -1.9818766809665365e-05 0.00041243735073891456 0.00034134632795711385 -0.0015501850992746193
leaf_weight=12.456390312068839 0.39001626218669194 0.17255227267742157 0.46574777390560518 0.68993432819843326 0.30170852716719299 2.2815262265758065 2.5663601744963671 1.4904448987945214 0.17257706639065684 1.145868534920736 8.0996415913104993 1.4695062390237579 1.6502357998979271 0.34984418749809254 0.90235091523209099 2.5869067125022402 1.7579315733164547 0.27344284718856215 0.37170339934527874 1.276197139173745 4.9108076170086852 91.775991090547905 1.479850160190838 22.724911535158753 3.2458605356514445 5.3677869476377955 35.39914274495095 2.1176502802409232 1.8731580609455702 2.1673557106405497
leaf_count=523 30 1 339 5 203 243 138 139 47 40 44 32 191 1 69 19 30 12 59 13 54 1735 35 209 22 67 237 23 17 56
internal_value=0.000125959 -0.000213425 -0.000613034 -4.56528e-05 0.000433289 0.000261289 0.00068094 -0.00167549 4.67389e-05 0.000140193 0.000134443 -7.9973e-05 -0.000806343 -0.00135158 -0.000632214 0.000136931 0.000662916 -0.00128942 -0.000152175 0.00016037 0.000251728 7.45744e-05 0.000186691 -1.88209e-05 0.00030643 0.000194242 8.25483e-05 -0.000686015 -0.00110739 -0.000673282
internal_weight=211.933 8.53087 5.27278 3.43721 3.25808 2.97146 2.95638 1.83557 0.345129 203.403 202.257 21.8183 5.01708 3.54758 1.89734 16.8012 4.34484 1.5475 0.645146 180.438 87.3862 93.0522 82.4754 30.3629 52.1124 44.0128 38.645 7.63801 5.52036 4.04051
internal_count=4633 1145 774 587 371 248 168 187 48 3488 3448 936 364 332 141 572 49 140 71 2512 764 1748 710 340 370 326 259 131 108 73
is_linear=0
shrinkage=0.00196078


Tree=838
num_leaves=31
num_cat=0
split_feature=2 2 2 2 4 0 0 3 0 1 2 1 3 2 0 1 2 4 3 3 4 3 2 2 1 2 2 3 3 2
split_gain=0.0831904 0.232827 0.194278 0.318303 0.413484 0.492306 0.916879 0.495451 0.652106 0.296148 0.218867 0.177178 0.172475 0.162383 0.78575 0.665537 0.138598 0.497157 1.01483 0.603499 0.534801 0.492771 0.75176 0.638118 0.636321 0.477406 0.443906 0.345775 0.577536 0.787915
threshold=-0.69416999999999995 -0.63026499999999996 -0.59238000000000002 -0.27494999999999997 35.476804824450006 87.028078140750011 87.380266155850009 0.084365000000000009 100.01333091085002 78.27445846800002 -0.25572 71.658163008950012 0.4369650000000001 -0.24399499999999999 86.692020874450009 64.369753017350021 -0.13509999999999997 41.11191809080001 0.08574500000000003 0.089850000000000027 42.409092016550012 0.089705000000000021 -0.16164499999999998 -0.14510999999999999 68.20618276945001 -0.18437499999999998 -0.13006999999999999 -0.15544999999999998 1.0000000180025095e-35 -0.14704500000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 9 4 -4 -6 -7 -8 -9 11 -5 -3 13 14 -12 -16 17 21 27 -20 -21 23 -23 24 -15 -26 -18 -19 -29 -30
right_child=1 2 3 10 5 6 7 8 -10 -11 12 -13 -14 16 15 -17 26 18 19 20 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.04420554377614741 -0.039982642143396821 0.035473747690177602 0.042017035891405756 0.047358084363212122 -0.13722303523490759 0.10622403605895847 0.039067471936759489 -0.10516216951867133 0.041057232236119144 0.084080126732443541 -0.12099049307916879 -0.022786855485974127 -0.03980796989638255 -0.10773073629587045 0.10629454964916239 -0.067073803435901663 -0.071763431664396235 0.014757752987595452 0.091255810713899585 0.060201581160480001 -0.019862096267515783 0.015634194522850278 -0.13419660304794753 0.052332777445679601 0.062255634004168836 -0.10512963934184119 0.0007433961492082057 -0.10570984158655923 0.016567788160737593 -0.076849622421434227
leaf_weight=0.43940973159624164 1.3996653046597192 1.1270862659439442 0.70278550994430533 1.0210898887071369 0.47006095355027389 0.43797620385885272 0.48049082711804691 1.4718694690673144 0.38473101792078512 0.68823709542562017 0.59282560889550839 0.97228034115687467 1.0333868038424601 0.75904143288244064 0.4872538298368454 0.40587385863454983 0.8494757157704943 7.1503886760892819 2.2594709760742253 1.8701816334505568 1.5062366507481781 0.57787494727017474 0.79633659015416902 1.3406284290731521 0.63790323696957785 0.23249707296463384 140.49550173718899 0.66835060329321816 3.6482779908546981 1.1997872191568566
leaf_count=19 53 18 32 34 101 3 46 66 54 68 49 34 30 209 3 54 18 169 27 34 22 18 28 24 19 59 2876 81 306 79
internal_value=0.000748597 0.000639895 0.000966162 0.000540454 -0.0275254 -0.042586 -0.0265557 -0.0514389 -0.0748621 0.0271537 0.00120183 0.0084915 0.000918787 0.00117312 -0.0317354 0.0275089 0.00147131 0.00873407 0.0159525 0.0512538 0.0244848 -0.0216776 -0.0711907 0.00123144 -0.0408124 0.0175445 0.000307634 0.000245771 -0.0185647 -0.00655092
internal_weight=176.107 175.668 174.268 171.48 3.94791 3.24513 2.77507 2.33709 1.8566 2.7876 167.532 2.09937 166.511 165.478 1.48595 0.893128 163.992 22.647 18.3027 5.63589 3.37642 4.34428 1.37421 2.97007 1.62944 0.8704 141.345 12.6668 5.51642 4.84807
internal_count=4633 4614 4561 4441 302 270 169 166 120 120 4139 52 4105 4075 106 57 3969 1075 718 83 56 357 46 311 287 78 2894 635 466 385
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=0
split_feature=4 3 3 4 1 0 2 2 3 3 1 3 3 3 0 4 4 4 3 1 0 3 2 2 3 2 2 4 3 3
split_gain=0.0919041 0.313653 0.717337 0.29442 0.484274 0.291286 0.287855 0.932327 0.574954 1.05275 0.719501 0.544768 0.870272 0.689749 0.49676 0.570339 0.555833 0.97034 0.489662 0.459715 0.903949 0.994454 0.534263 0.752581 1.40504 0.513567 0.458586 0.437936 0.410656 1.38784
threshold=42.154118731400011 -0.25420999999999999 -0.55393499999999996 42.027798546600003 62.907231794400012 94.985914206850012 -0.10290999999999999 -0.099379999999999996 0.095235000000000028 0.08574500000000003 75.28220456885002 -0.15544999999999998 0.085235000000000019 -1.0000000180025095e-35 90.60910437050002 43.219899330700009 43.847983878700006 48.109449608500007 0.087125000000000022 61.993156030000002 86.103248543850015 0.08759500000000002 -0.095854999999999996 -0.091149999999999995 0.08729000000000002 -0.082275000000000001 -0.076544999999999988 44.952171034750002 0.083395000000000011 0.083905000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 -1 -5 -4 8 -8 9 11 -10 27 13 -13 16 -16 -15 -18 -11 25 21 -21 -22 24 -24 -9 -23 -3 -25 -30
right_child=1 6 5 4 -6 -7 7 19 10 18 -12 12 -14 14 15 -17 17 -19 -20 20 22 26 23 28 -26 -27 -28 -29 29 -31
leaf_value=0.0012248042201795015 0.028449481425630335 0.09126342233669664 -0.11617142405929913 -0.0022725173534924505 0.060760513921433446 0.0039924662528808032 -0.097941708829697605 0.037134616753611009 -0.095699282510873215 0.10279437996572718 0.044387646331225217 -0.10494126230345507 -0.23706916623797222 0.098695654523517529 -0.12126935792689489 -0.0051374840078029001 -0.11384539802096028 0.090107175510378681 0.032582886328203345 -0.12051429774752154 0.044033191104020035 -0.04853758922371483 -0.13693708407357816 0.016188190559089596 0.023371361038514053 -0.024935160927588143 0.044611957417695386 0.0083901025892024715 -0.15612639839652021 -0.0046576012606642488
leaf_weight=113.23350399009013 0.8699284877347967 0.87940781214274322 0.95069153756776248 2.6973356143280389 2.2236971584025014 0.25606631265691249 1.063999029345722 4.9878273382782936 1.031162968603893 1.5721566099091422 0.56892002977747314 0.71618948079412614 0.17943777159962326 0.87908891215920604 0.50743044764567491 2.5383775442096521 0.46768890705243393 0.46541141346096992 2.6977706058332842 1.4143510610738297 2.3119071712280812 1.4064539512619378 1.1717701977759127 8.8121385058330031 1.024970914237201 1.8192118910465058 0.84668329726264335 2.3194711402902612 0.63107586419209738 14.590658465203886
leaf_count=2539 37 16 78 26 44 17 43 42 35 24 28 118 4 16 34 392 68 7 58 63 26 44 30 232 20 97 30 76 16 373
internal_value=0.000674631 -0.00262408 -0.0407726 0.00226544 0.0262106 -0.0906734 -0.00118114 -0.00558444 0.0107257 0.0175769 -0.0458905 -0.00191012 -0.0203035 -0.0133256 0.000180794 -0.024485 0.0416374 -0.012118 0.0584343 -0.00306584 -0.00805585 -0.0547904 -0.00205082 -0.00611256 -0.0621392 0.0205462 -0.0135339 0.0311729 -0.000991621 -0.0109373
internal_weight=175.135 56.9802 2.07669 118.155 4.92103 1.20676 54.9036 40.081 14.8225 13.2224 1.60008 8.9525 5.75362 5.57419 4.858 3.04581 1.81219 0.9331 4.26993 39.017 32.21 3.66749 28.5425 26.2306 2.19674 6.80704 2.25314 3.19888 24.0339 15.2217
internal_count=4633 2024 132 2609 70 95 1892 1016 876 813 63 731 639 635 517 426 91 75 82 973 834 137 697 671 50 139 74 92 621 389
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=0
split_feature=1 1 1 0 4 0 1 0 0 1 1 4 0 2 1 4 3 4 4 4 1 3 4 3 2 2 0 3 4 3
split_gain=0.0895899 0.412257 0.378016 0.416513 0.705507 0.313952 1.42917 0.929469 0.477309 0.403719 0.827992 0.454017 0.581879 0.367561 0.360717 0.347311 0.333219 0.316888 0.321758 0.488059 0.385286 0.578031 0.413312 0.388496 0.289225 0.323829 0.339525 0.390217 0.280254 0.279042
threshold=69.873026810350026 70.077349628250019 69.545034918450014 92.773313165550022 36.654713368950006 90.321439350550008 66.859265246100009 92.168410086200012 90.767723400200012 66.52858489605002 65.571493801650021 38.396531328800009 85.823648898300021 -0.11334499999999999 61.821094709650005 35.119813570500007 0.097645000000000023 38.983591653800012 39.427119987250002 39.788107623550012 62.907231794400012 0.085625000000000021 40.806664626150003 -0.22831499999999999 -0.27494999999999997 -0.24218499999999998 86.474255765850003 0.093185000000000032 36.952388736350009 -0.26804999999999995
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 9 8 13 -7 10 11 12 14 -8 15 -1 -12 -13 -19 -20 24 23 -23 -22 -21 26 27 -26 -14 -3
right_child=1 29 -4 4 -6 6 7 -9 -10 -11 16 17 28 -15 -16 -17 -18 18 19 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.072509024189604115 -0.052287334052182034 -0.076092864579844946 0.038467851842200501 0.028720174660823491 -0.070674317617537896 0.084810768422289351 -0.0235589656828251 0.019080690815908775 0.023697332321415115 0.055164621433299178 -0.077633906214476966 -0.035554095686675682 0.026809889403819218 -0.11645730718486436 -0.063728277504390585 -0.0058149934646201133 -0.014256850709778158 0.038552511598554454 -0.038080227972151479 -0.046117258723493766 -0.022636211808572369 0.044405034094016277 -0.050410715794027873 0.093204352736300802 -0.10307340324292913 -0.00020344279487924551 0.106678672331322 0.10582829788552034 0.080812105021089486 -0.00051560471110676626
leaf_weight=0.74176270290263335 1.6249286094680417 0.49289931580642488 2.8037558614742002 1.1163524333387607 1.98202852832037 2.6171217896044237 0.71408399008214507 2.1315785684855655 2.4976138882339001 1.3443502994487051 1.8297762637957924 2.4830573974177232 2.0236949488753457 1.0553655773692296 0.76841046461049689 2.3912750445306301 1.5176990162581203 2.1864432217553249 3.2868164526298633 1.352995366323724 0.35667557350825529 0.84531141351908434 1.0079384526397914 1.5374524204817126 0.21520026720644025 75.353562138041553 0.57590637356042862 0.15298348665237427 1.8300846777856348 55.044794732510979
leaf_count=83 32 102 32 12 71 42 22 26 28 23 29 31 31 47 77 70 17 26 40 35 15 10 34 100 58 1113 4 1 22 2400
internal_value=0.000604553 -0.00263897 0.00219305 0.00130024 -0.0348623 0.00231132 0.0201969 -0.0253923 0.054968 0.000727327 -1.1709e-06 0.00168441 0.0248939 -0.078967 -0.00232996 0.0127286 -0.0488996 -0.00032998 0.000676837 -0.000301059 0.00122445 0.0325424 -0.00716299 0.0713909 -0.00028694 0.000525774 0.058729 -0.016273 0.0524545 -0.00118636
internal_weight=173.882 57.1626 116.719 113.916 3.09838 110.817 9.01576 3.90103 5.11474 101.801 100.457 97.1096 7.75523 1.76945 3.90145 3.13304 3.34748 89.3543 86.8713 84.6848 81.398 3.74738 1.85325 1.89413 77.6506 76.2977 0.94409 0.368184 3.85378 55.5377
internal_count=4633 2534 2099 2067 83 1984 165 95 70 1819 1796 1750 283 69 230 153 46 1467 1436 1410 1370 159 44 115 1211 1176 63 59 53 2502
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=0
split_feature=2 3 3 2 0 4 2 4 4 1 1 1 0 1 3 0 0 3 2 4 2 2 3 3 2 4 1 0 2 2
split_gain=0.0822533 0.323084 0.345484 0.481864 0.461916 0.438524 0.276215 0.343042 0.384953 0.731023 0.475232 0.328641 0.252084 0.35744 0.234277 0.23098 0.466562 0.214552 0.71867 0.206492 0.178668 0.381868 0.35077 0.476232 0.390747 0.368939 0.366841 0.213137 0.303188 0.166498
threshold=-0.23557500000000001 0.091705000000000023 -0.078164999999999998 -0.26416999999999996 87.380266155850009 45.458122212500008 -0.26416999999999996 42.844429421150004 41.037275035300006 75.424692849750016 69.999384342500022 83.116371560950014 91.109157582800023 66.52858489605002 0.09803000000000002 97.886760529650019 98.031937268650012 -0.11223 -0.24150999999999997 49.721603660250004 -0.16533 -0.18437499999999998 -0.15544999999999998 1.0000000180025095e-35 -0.22754499999999997 43.847983878700006 75.499969677400017 86.420486603250012 -0.23353499999999996 -0.15022499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 7 8 10 -10 -3 14 -6 -14 -12 -15 -17 18 -1 -7 21 22 26 -24 -25 -26 27 28 -2 -22
right_child=20 6 3 -5 12 19 -8 -9 9 -11 11 -13 13 15 -16 16 -18 -19 -20 -21 29 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=-0.10350205670835542 -0.0089692117916235319 0.034361419397866459 0.066199824805388732 -0.11688586181574584 -0.11516713978450924 -0.10631683880575581 0.058961624335788235 0.057615661229114712 -0.11806664596834426 0.019055067217618345 -0.11377172677795076 0.043915197853544655 0.10672774969535236 -0.11589430589763766 -0.019503395017032993 0.098932985759718484 -0.10245263890388892 0.061599253531974367 0.05148337768023932 0.010098376231427857 -0.023594062638331081 0.077641433701588783 -0.10478344474264892 0.039312903322888879 0.019638087384358141 -0.11638988857539219 0.089560579488671119 -0.030556950774545316 0.058024032190151377 0.00087120585148528972
leaf_weight=0.46488667812900575 1.2973169801698534 2.3788145416183402 0.43695901468163389 0.79165643287433152 0.43129310743552174 0.48302636809239619 0.88852831203439553 0.86935146601445001 0.80664209218230076 0.75055059121223167 0.53099042313260703 0.35804178207854409 0.17362846434116364 0.32803744581178762 0.52359062360483222 0.22054192330688238 0.24048428059825255 0.81687265390792174 0.83942437784571666 0.22257140441797674 2.8342972890468436 0.8899076250345378 0.54344446312279648 1.1220209619641535 0.3777731572763513 0.42224870366044343 0.73378172144293774 0.88743247569072981 1.409488249995775 149.85775776823937
leaf_count=104 46 34 84 48 10 75 12 30 22 26 27 35 1 21 25 3 121 49 25 6 340 34 147 30 26 15 12 18 50 3157
internal_value=0.000555572 -0.00723887 -0.0255573 -0.0516982 -0.0235126 -0.0013046 0.00680799 -0.00064459 -0.010114 -0.0519754 0.00707896 -0.0388639 -0.0516339 -0.0231705 -0.0669683 -0.0517538 -0.00611544 0.0214118 -0.00375702 -0.0695952 0.0011658 0.0160452 0.00797646 -0.0221298 0.00123991 -0.052157 0.0251267 0.0119722 0.0259155 0.000417077
internal_weight=172.931 12.5559 5.44938 2.6226 1.83094 2.82678 7.10651 6.21798 5.34863 1.55719 3.79144 1.41262 1.39399 0.962692 1.05458 0.789064 0.461026 2.12118 1.30431 0.705598 160.375 7.68341 6.79351 2.46549 1.92204 0.800022 4.32802 3.59424 2.70681 152.692
internal_count=4633 758 547 288 240 259 211 199 169 48 121 87 156 146 52 145 124 178 129 81 3875 378 344 218 71 41 126 114 96 3497
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=0
split_feature=4 0 2 4 3 4 4 1 0 0 1 2 3 1 0 4 4 4 2 4 4 1 1 2 2 2 3 1 3 4
split_gain=0.249034 0.36386 0.348259 0.319386 0.334985 0.412126 0.408485 0.31259 0.283691 0.271949 0.346111 0.267164 0.262805 0.245465 0.428777 0.430772 0.51225 0.426537 0.40003 0.399233 0.491546 0.408389 0.388081 0.385125 0.384902 0.493971 0.413964 0.380391 0.335003 0.484472
threshold=49.064150740050003 71.144667506050013 -0.15781499999999998 48.823707093150006 -0.42796999999999996 35.887362732750006 32.724174661450007 55.887667615750004 73.921844754800006 110.27248713660002 90.679004281900021 0.11061500000000003 -1.0000000180025095e-35 81.339300736700025 100.69082235970002 44.749265482150008 42.654057868200006 44.578137159850009 -0.085550000000000001 48.393869453650005 47.927946529500012 74.927328095600004 78.728807892050014 -0.61402999999999996 -0.61402999999999996 -0.098419999999999994 -0.24748499999999998 85.549426169000014 0.10214000000000002 42.498713093000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 -6 11 -9 -4 -11 -8 -5 17 -15 16 18 -10 23 20 21 24 -23 -16 -19 26 -26 -25 29 -20
right_child=1 2 9 12 6 -7 7 8 13 10 -12 -13 -14 14 15 -17 -18 19 28 -21 -22 22 -24 27 25 -27 -28 -29 -30 -31
leaf_value=0.00062555936960470972 -0.0022240823335553813 0.00018660717461245669 -0.0020140153896339914 7.7428025751060523e-05 -0.001036150774135234 -0.0014331110126709918 -0.0016470532295766347 0.0013347214111414517 0.00015713379034352159 0.00097992042418499313 -0.0020189349378888716 0.0014850335151227782 0.0013137939472251568 -0.0021831649756184645 -0.0020250679156109982 0.00076444392363568645 -0.0016775668341328695 0.0016169411509729802 -0.0020370791083295574 -0.0024310288393525142 0.0011746178488100823 0.0014529288179102521 -0.00071603937399737725 0.001180546652322332 0.00087291171826885193 -0.00012825663969558303 -0.0021462462385501155 -0.00071005321633345027 0.00030488993784810248 0.0013782315214216432
leaf_weight=0.55706277336866961 0.36398779135197301 2.9330483557132538 0.59164698909444247 1.1465674673672768 1.1685475781441699 1.1368459411205547 0.63343466930018522 0.75055883976165105 179.23428004005837 0.3888499450404197 0.2388582845160272 0.12544101104140282 1.5607939965557296 0.40729016513796423 0.22116288274992202 1.635447251719597 0.96601762424688775 0.21598116680979718 0.92589617332396323 0.34812841285020102 0.7775234238943084 0.66320017843099754 0.60784324014093727 1.5864479357842363 0.1982181837374809 1.1807732321176441 1.4655140572285745 0.55135727426841175 0.67024495499936154 0.19296655007929076
leaf_count=51 16 94 176 20 195 106 141 15 2516 11 48 2 27 14 27 82 198 4 237 10 16 21 21 70 9 47 213 226 14 6
internal_value=0.00011099 -0.0003443 -0.000179524 0.000121327 0.000112098 -0.000756092 0.000119658 0.000126643 0.000131592 -0.00106022 -0.000161217 -0.00112932 0.000790193 0.000126885 -0.000229409 -0.000111513 -0.000391637 0.000140692 -9.2165e-05 -0.00039933 -0.000260891 -0.000518569 0.000415677 0.000438121 -0.000906568 -0.00109818 -0.00178654 0.000692946 -0.000791356 -0.00144805
internal_weight=203.444 4.51639 4.1524 198.928 196.22 1.69391 194.526 193.358 192.599 1.21936 0.627708 0.758876 2.70736 191.848 7.15683 6.74954 5.11409 184.691 4.14808 5.45718 5.10905 4.33153 1.27104 2.35897 3.06049 2.84451 1.66373 2.13781 1.78911 1.11886
internal_count=4633 345 329 4288 4241 157 4084 3889 3746 235 59 143 47 3731 874 860 778 2857 580 341 331 315 42 323 273 269 222 296 257 243
is_linear=0
shrinkage=0.00196078


Tree=843
num_leaves=31
num_cat=0
split_feature=4 0 4 1 4 3 3 3 1 3 2 1 1 2 2 4 0 0 2 0 3 2 2 0 1 2 3 4 4 0
split_gain=0.080241 0.277527 0.235981 0.199976 0.309573 0.211353 0.30457 0.15713 0.139254 0.303615 0.274281 0.137787 0.552008 0.373899 0.435466 0.352678 0.556425 0.169755 0.196491 0.263365 0.129112 0.117946 0.822213 0.738492 0.570427 0.470746 1.40961 0.820988 0.944486 0.51347
threshold=49.064150740050003 71.144667506050013 48.823707093150006 55.855406118200008 49.960114208400007 0.079205000000000012 0.074735000000000024 -1.0000000180025095e-35 55.887667615750004 0.10487000000000003 0.11061500000000003 58.309968391300011 60.87206898960001 -0.23381499999999997 -0.082275000000000001 37.572218886150004 81.90387694410002 76.535026057600007 -0.23265499999999997 74.045513828800011 0.079745000000000024 -0.079369999999999996 -0.077085000000000001 94.75470680765001 62.095317438950012 -0.084729999999999986 0.095235000000000028 41.808689985400001 41.184662530950007 86.866770652900016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 8 -3 -5 6 -6 -4 9 10 -1 13 15 -10 17 16 -13 18 -15 -20 -7 25 23 24 -23 -14 27 28 -27 -29
right_child=1 3 7 4 5 20 -8 -9 11 -11 -12 12 21 14 -16 -17 -18 -19 19 -21 -22 22 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.10623273382338788 -0.11091404391590393 0.037833227929662289 0.0032849363877803885 -0.079835882617566939 0.018371117943521337 0.091307519933026771 -0.10233293829962449 0.059202850394420095 -0.053017216320019059 0.10212689267236244 0.076937210920637739 -0.10923723921995177 0.001479072114777517 0.089127287417696655 -0.041085469041261841 -0.11218620463039866 0.10300044997436152 0.10444246369207513 0.083847342080600629 -0.10304123544324757 -0.0030330316776735261 0.00057332912075683414 0.0012220695021832942 -0.016226535270601698 0.10294361022548315 -0.011321936248680779 -0.11781624892008201 0.022647794588443154 -0.13013656612548963 -0.026812080409963836
leaf_weight=0.47209873236897593 0.27641223859973196 0.76421898510307107 0.89486191864125464 0.64158353801758528 0.55063801768119425 0.3298485807608813 0.33697937301622005 1.1461733626201738 0.48745709459763054 0.11729511618614197 0.098870485089719296 0.24494930636501411 71.873929387303065 0.32059301994740963 0.44128908962011215 0.71127984049962834 0.24919472634792328 0.76725205034017563 0.13220912443648558 0.17549435095861554 0.2589578218285169 0.73897805437445585 73.713400128024887 1.2582698777841868 2.0663596113445237 1.816260238676022 1.3007002207305038 6.2275456013157946 1.0592263334183369 3.1661230101526598
leaf_count=195 16 10 20 67 39 21 159 27 34 2 2 37 1943 5 23 63 3 7 17 31 33 5 1525 22 81 44 36 64 22 80
internal_value=0.000594823 -0.0151972 0.000889144 -0.00601776 -0.0218401 0.00336216 -0.0274536 0.0346865 0.000477163 -0.044411 -0.0745146 0.00066244 0.000320672 0.0248399 0.0455015 -0.0671019 -0.00220668 0.0728814 0.0343402 -0.0227419 0.0498164 0.000818603 0.00363614 0.047427 0.0759774 -0.00174612 -0.0188286 -0.00833455 -0.055089 0.00597741
internal_weight=172.638 3.15864 169.48 2.88223 2.11801 1.47642 0.887617 2.04104 167.439 0.688264 0.570969 166.751 164.426 2.32429 1.83684 1.20542 0.494144 1.39555 0.628296 0.307703 0.588806 163.221 77.777 4.06361 2.80534 85.4438 13.5699 12.2692 2.87549 9.39367
internal_count=4633 345 4288 329 319 252 198 47 4241 199 197 4042 3925 117 83 103 40 60 53 48 54 3822 1633 108 86 2189 246 210 66 144
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=0
split_feature=4 0 0 4 0 0 4 1 3 2 2 1 1 3 3 4 4 4 4 1 1 4 4 2 2 4 3 3 2 3
split_gain=0.0854476 0.277869 0.258697 0.606467 0.415534 0.331011 0.291033 0.626849 0.615138 0.96698 0.431681 0.807866 0.375188 0.482371 0.395709 0.587561 0.361376 0.312724 0.554054 0.27875 0.60399 0.263525 0.771292 0.856808 0.91588 0.540434 0.524155 0.461244 0.454869 0.445447
threshold=42.154118731400011 103.57284947555002 86.393602021950016 42.431220712750012 86.904409066750006 87.525442894850016 43.477771593600004 62.116825104000007 0.082325000000000023 -0.105535 -0.088274999999999992 62.00390986255001 61.917879202350001 0.086375000000000021 0.08846500000000003 42.686561923500008 44.202975721700007 42.759119507950011 43.022303514600004 62.111448187750007 62.132955852800002 42.527280425250005 43.067541470150012 -0.101255 -0.085550000000000001 43.663128814500006 0.088755000000000014 0.081235000000000016 -0.089569999999999997 0.092675000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 -6 7 12 9 -8 11 -10 17 -14 -15 -16 -13 -5 -19 -4 -21 27 23 -23 -25 26 28 -7 -24 -29
right_child=2 -3 4 6 5 21 8 -9 10 -11 -12 16 13 14 15 -17 -18 18 -20 20 -22 22 25 24 -26 -27 -28 29 -30 -31
leaf_value=0.0025653061707606056 -0.086689644214431955 -0.045894289325003036 0.010322760428674825 0.079415918013976738 -0.041612349580170259 -0.042084522973720138 0.0029478646942750516 -0.10017027885152448 -0.09062699977377682 -0.10958662636469463 0.063305771354050452 -0.019653189021304938 -0.08794807621550324 0.020776606485462746 -0.11360122628897683 -0.0054341878826441523 0.086876850132756311 -0.11789336001024425 0.065556887308220679 0.10326072004915537 -0.0068609790612477895 0.026688088876508604 0.081836442040598423 -0.12699171214464716 -0.029058323757513639 -0.0063772164278052094 -0.02611331748451123 0.053252207047008497 0.019623613264633914 -0.011329140992030166
leaf_weight=115.47272632958084 1.0422913955553692 1.1955106973079512 3.6369411135092369 0.73442427957707213 2.0219826157062952 1.0150822979176179 3.6283122286477041 0.90813688814523619 0.67057189636398096 0.96708519092043799 2.1622410626368946 0.53228266164660432 0.96052044956013549 2.1821909174323082 0.7203019710723314 1.6583869416499508 0.79258122714236379 0.29388435742839647 0.37433113315637456 1.1733105927705767 0.86543383821845044 1.7791221857823982 2.0320049994788856 1.2825248779554383 3.7387154468015096 10.985432962581397 1.2809901544096645 3.2534798014094122 2.7873406567341621 1.5899702313872692
leaf_count=1969 47 640 32 21 33 24 147 43 12 63 34 8 43 18 24 38 61 16 31 59 8 47 45 31 66 890 40 66 42 35
internal_value=0.000536247 0.00206874 -0.00271041 -0.0126995 0.00199236 -0.00246056 -0.00804959 -0.0220535 0.004481 -0.0207346 0.0323513 -0.00119072 -0.0118079 -0.0235405 -0.00997629 -0.0381888 0.0440769 0.0343766 -0.0151254 0.0269152 0.0565148 0.000200898 -0.00446063 -0.0329438 -0.0540725 0.00687604 0.0307424 0.0192066 0.0458547 0.0320519
internal_weight=171.738 116.668 55.0699 17.6275 37.4423 31.7666 16.5853 7.83218 8.75307 4.5954 4.15768 1.99544 6.92404 5.5214 4.56088 2.37869 1.32486 1.40264 0.668215 5.67569 2.03874 29.7447 23.8861 6.80036 5.02124 17.0858 6.10034 5.85853 4.81935 4.84345
internal_count=4633 2609 2024 606 1418 1319 559 234 325 210 115 81 191 123 80 62 69 68 47 99 67 1286 1161 144 97 1017 127 125 87 101
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 3 0 0 3 1 4 2 2 1 4 4 4 2 0 1 2 2 2 0 0 2 1 3 3 3
split_gain=0.305435 0.268843 0.387357 0.238368 0.652235 0.421879 0.365262 0.468361 0.783515 1.16351 0.444319 0.537684 0.671032 0.39485 1.2297 0.632465 1.26104 0.623596 0.53349 0.882455 0.460713 1.34174 0.808815 0.440527 1.28458 0.3872 0.355609 0.351942 1.20311 0.429536
threshold=90.937096262400004 -0.088274999999999992 -0.038374999999999999 69.999384342500022 70.077349628250019 -0.26804999999999995 87.261973998100004 86.866770652900016 0.094595000000000026 62.116825104000007 44.131787411600008 -0.083330000000000001 -0.18437499999999998 64.369753017350021 41.319407281650008 43.157831852650006 42.620627117000005 -0.06828999999999999 93.308316333500017 69.545034918450014 -0.051199999999999996 0.04932000000000001 -0.122095 91.437149474700007 90.321439350550008 -0.09715 66.859265246100009 -0.25215499999999996 -0.24748499999999998 -0.21029499999999998
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -1 9 -9 13 12 -12 14 25 16 17 -16 20 -20 22 -22 -15 24 -24 -8 -23 -7 -29 -30
right_child=1 2 -4 4 5 27 10 8 -10 -11 11 -13 -14 18 15 -17 -18 -19 19 -21 21 26 23 -25 -26 -27 -28 28 29 -31
leaf_value=0.00011458351278913819 -0.0021331424961692968 0.00095893202113655237 -0.0019901822715936174 -0.0014959204481318721 -0.0013896224141106348 0.0009576647935289061 0.00071125535677303347 -0.0023171898309074269 0.00045927105716723484 -1.4466556924294821e-05 -0.0013712095593809196 -0.0023474646660116517 0.001297477494232709 -0.00054398738387330143 -0.0002659007936760536 0.00084962452518546987 -0.0012311844476695952 0.0009163417080648396 -9.2311647146733653e-05 0.0015000609170178402 -0.0014825236216030242 0.00089338123444739092 0.00013245424198733639 -0.00021985582325796823 0.0019123762654332506 0.0018040348814632005 -0.00033860677944548784 -0.0023511776088622023 0.00077634484361392361 2.0986743257148494e-05
leaf_weight=84.56293554781405 0.43146961225056657 0.44442860798517358 0.27855889783768251 1.0910961064510036 0.79236012635374109 1.6013536120881315 2.0921611711382866 1.542299032211303 2.1270954236388206 1.8622304736636577 0.70950998528860498 0.51119322911836107 0.74013533350080241 3.6486746161244836 3.1036409586668015 4.4873670861124983 2.5233058426529169 3.8347484506666643 2.6401321217417708 2.7129408847540617 2.6459893020801273 2.0451789870858197 4.1327450498938543 2.136466545984149 2.5030864551663399 3.0845027025789049 1.609806078369729 0.8075175300182299 3.0412424842215762 59.9299616711669
leaf_count=1487 257 80 217 16 77 33 26 31 14 13 45 22 12 48 34 27 26 24 36 29 29 28 36 25 25 56 42 30 57 1751
internal_value=9.73959e-05 -0.000908299 -0.000177328 0.000103129 7.73757e-06 3.25309e-05 0.000150567 7.84253e-05 -0.000474332 -0.00105763 0.000294486 -0.000618402 -8.67656e-06 0.000335922 0.000546239 0.000243357 -4.41755e-05 0.000387508 0.000168841 0.000714704 1.27651e-05 -0.000419095 0.000231841 0.000554533 0.000803854 0.00136239 0.000350763 4.97664e-05 2.69709e-05 5.74673e-05
internal_weight=203.674 1.15446 0.722988 202.52 67.2635 66.1724 135.256 90.0946 5.53162 3.40453 45.1616 1.96084 1.44965 43.2007 19.1257 13.9491 9.4617 6.93839 24.075 5.35307 18.7219 6.30097 12.421 8.7723 6.63583 5.17666 3.65499 65.3801 63.7787 62.9712
internal_count=4633 554 297 4079 1964 1948 2115 1545 58 44 570 79 57 491 193 111 84 58 298 65 233 99 134 86 61 82 70 1871 1838 1808
is_linear=0
shrinkage=0.00196078


Tree=846
num_leaves=31
num_cat=0
split_feature=1 4 4 1 3 3 1 0 1 0 3 3 0 1 2 3 3 4 3 2 2 3 3 2 0 0 2 0 0 0
split_gain=0.343676 0.247584 0.453996 0.456795 0.400274 0.920417 0.393697 1.38907 0.582761 0.567135 0.59881 0.564187 0.782376 0.742105 0.665126 0.533292 1.0755 0.681458 0.654303 0.581837 0.488435 0.646394 0.607549 0.493022 0.607037 0.750934 0.407912 0.405105 0.396483 1.03272
threshold=90.937096262400004 42.154118731400011 42.027798546600003 62.907231794400012 -0.25420999999999999 -0.55393499999999996 71.053259929650025 96.082805124100005 70.816675614150014 94.985914206850012 -0.089139999999999997 0.099465000000000012 97.722764583650005 75.981203682750007 -0.0309 0.087700000000000014 0.08846500000000003 41.243661560350013 0.084805000000000019 -0.50748499999999985 -0.033594999999999993 -0.095119999999999996 0.079745000000000024 -0.054875 97.722764583650005 98.51854819030001 0.55326500000000023 96.978061681550017 85.662341410450011 85.769879735700016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -3 8 9 28 10 -8 15 -13 -14 -15 18 -17 19 20 -18 21 -9 26 24 -23 -26 -22 -20 -1 -30
right_child=-2 4 3 -5 -6 -7 7 11 -10 -11 -12 12 13 14 -16 16 17 -19 27 -21 22 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00017460143409482961 -0.0010647528598081754 0.00053932658348973723 0.00017890444574191169 0.0012785587051437717 4.6724260156683829e-05 -0.0017850079204944555 0.00041702480887557112 0.0012589123303911793 0.0011169483316230964 -0.0021845545084528783 -0.002041501479178798 -0.0024156826665946264 0.00088012135248192276 -0.0018813653613783472 -3.7651898967657777e-05 0.0018440272594591246 -0.0010258070325153312 -0.00087282248011511334 -0.00015145249129016315 0.00054155889518209971 -0.0022262494338732603 -0.0022980100709556824 7.7661195489634504e-05 0.00051739607758040254 0.0011194527223806095 -0.0021072835181518059 0.00046068613087026311 -0.0022385665741977462 0.00099041896412790801 0.00016139462111718598
leaf_weight=10.85116004372321 0.95480055453071955 1.1974547867430376 3.0815337680396615 2.7470327811315656 63.154324463217563 1.4459372241217341 1.0207289345562456 2.1226775703398717 2.6111672651022664 1.4561774361645801 0.60762871746555847 0.70869803288951416 1.6009156280197201 1.2352986809655702 1.9238923064986013 1.8293387534795318 0.9918276617972851 1.8227179761743162 0.62243838608264812 11.116588858818432 0.97737794938439504 0.67800636962055838 2.2157504044735106 2.4804924912750752 0.8083788235671816 0.42206760540284449 0.27930146938888356 0.84016678742045769 6.2492325473576775 76.46296791426721
leaf_count=467 554 37 26 36 1646 91 13 69 16 56 65 18 40 83 42 21 36 29 3 182 64 14 18 12 7 67 35 76 35 775
internal_value=0.000108879 0.000114383 0.000161642 0.000697177 1.54359e-05 -0.000732086 0.000137983 -3.7671e-05 0.000203297 -0.00129546 -0.000500385 8.10619e-05 -0.000493614 -0.00020745 -0.000758576 0.000196575 0.000430527 0.000244916 -0.000125544 0.000413172 5.38843e-05 0.000370587 -0.000540008 -5.90444e-05 -0.000808267 1.2618e-05 -0.00162907 -0.00135036 0.000177799 0.000224031
internal_weight=204.516 203.561 137.764 5.82857 65.7977 2.64339 131.935 35.7605 96.1745 3.08454 1.62836 32.6759 5.4688 4.76011 3.15919 27.2071 15.7605 13.9311 11.4467 12.1084 9.98405 6.51162 3.47243 4.38895 1.90845 1.23045 1.25668 1.46261 93.5634 82.7122
internal_count=4633 4079 2305 62 1774 128 2243 950 1293 134 78 816 183 165 125 633 268 247 365 218 286 169 117 100 88 74 99 79 1277 810
is_linear=0
shrinkage=0.00196078


Tree=847
num_leaves=31
num_cat=0
split_feature=4 3 0 1 0 4 4 4 4 4 4 0 1 1 1 2 3 2 3 4 1 2 2 1 1 0 2 0 2 3
split_gain=0.0857789 0.222272 0.229744 0.300435 0.121812 0.11958 0.194195 0.275268 0.118789 0.54378 0.22499 0.357565 0.210242 0.288502 0.210664 0.637975 0.26704 0.256817 0.186521 0.180633 0.180138 0.170128 0.156056 0.397755 0.517499 0.391118 0.187211 0.47083 0.289774 0.241179
threshold=32.724174661450007 0.088565000000000019 92.773313165550022 72.62331947780001 80.503190258150013 34.424709467050008 33.96174662340001 33.361153777850006 37.041406607950009 36.859113051050009 37.765550062200006 93.972365491700018 69.633754036750005 71.397382570300024 65.509659264600018 -0.10771499999999999 0.085855000000000029 -0.23168999999999998 0.092895000000000019 37.345948426100009 65.644082171150004 -0.59915999999999991 0.24901000000000004 68.20618276945001 69.999384342500022 86.036037090600004 0.20852500000000004 94.109476856350014 0.18839000000000003 0.4369650000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 -3 6 7 -2 9 12 11 -10 14 -14 15 16 17 -7 19 -13 -16 -15 26 25 -25 -24 28 -28 29 -12
right_child=5 4 3 -5 -6 8 -8 -9 10 -11 22 18 13 21 20 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.1029349806167156 0.030278869671656435 0.0086078879858094773 0.10398397534003437 -0.1033026211813346 -0.11131647321345842 0.064611474174299285 0.062778144354157461 -0.073823444430816829 0.048284164208989427 -0.068951509124291085 0.0014008553546566778 0.0012243264616905994 -0.008256390740207965 0.08023643495418567 0.047918579799117969 -0.064647855777531488 0.086889482565720613 -0.10944752764871984 0.01145589737899585 -0.10803323038057576 0.0058298520314588945 -0.10605277669585436 0.014413840039902724 0.10355647269973689 -0.020503242840648292 -0.1165464682468326 0.088604693260882939 -0.018009640157455594 -0.046819805858575494 -0.052094702209480676
leaf_weight=0.122815991864626 0.86658491846765107 0.11368150630732998 0.29129575379192829 0.092005516585572877 0.33221859955835953 0.16526317223906528 0.81374393102987586 0.35931919578251836 2.5287763853557399 1.3503726051276306 146.35730891343883 0.29728401806642102 2.5128366780700166 0.054330844519426269 1.6391527866944668 1.2025388227775673 0.58373874146491289 0.1740340240794469 1.48635058763557 0.30818928378630517 2.6786851393990219 0.50180745292436835 0.34291615035908696 0.41369359940290484 1.7958947305069157 0.68080054214806296 0.81591526512056478 0.8413641656661639 1.2732102258451039 0.84764166329841728
leaf_count=73 36 8 4 95 61 2 36 37 44 38 3515 30 33 9 18 21 16 46 26 29 29 143 16 5 120 44 13 35 27 24
internal_value=0.000670411 -0.0292634 0.0160904 0.054228 -0.080742 0.000837168 0.0249055 -0.000234088 0.000546436 -0.00956886 0.00124193 0.0229833 -0.00113894 -0.0226804 0.00912121 -0.0166498 0.0458824 -0.0246677 -0.00760257 -0.0543884 0.0218077 -0.0878536 0.000586915 -0.0211496 0.00272403 -0.0726785 0.00105503 0.034479 0.000681961 0.00109282
internal_weight=171.844 0.952017 0.506117 0.383301 0.4459 170.892 2.03965 1.2259 168.852 10.8628 157.989 4.6206 9.51239 3.06897 6.44341 2.12557 0.923036 0.339297 2.09182 0.605473 4.31784 0.556138 153.369 3.23331 2.20959 1.02372 150.135 1.65728 148.478 147.205
internal_count=4633 241 172 99 69 4392 109 73 4283 355 3928 129 317 185 132 85 64 48 85 59 47 152 3799 185 125 60 3614 48 3566 3539
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=0
split_feature=1 1 1 2 1 4 0 0 4 2 0 1 4 0 4 4 2 2 4 3 4 3 3 1 2 0 2 2 2 2
split_gain=0.278468 1.25526 0.694633 0.445905 0.903148 0.511395 1.30609 0.777861 0.678624 1.09182 1.03818 0.944349 0.724812 0.696587 1.23275 0.63037 0.625632 0.591661 0.79573 0.63345 1.07947 1.01306 2.41205 0.944489 1.91316 0.785586 0.886743 0.621145 1.59675 1.35615
threshold=63.910026677050006 62.907231794400012 64.108972578700019 -0.27494999999999997 61.982402197500001 41.976795488650005 87.261973998100004 86.866770652900016 41.243661560350013 0.11061500000000003 86.162394622750014 62.020040611300011 41.067148236900003 85.990333302400003 40.767054867700004 41.444941515100005 -0.097799999999999984 -0.0098449999999999979 43.847983878700006 0.077440000000000023 43.157831852650006 0.083395000000000011 0.08574500000000003 61.93938686740001 -0.082404999999999992 86.345209775600011 -0.101255 -0.086800000000000002 -0.082654999999999992 -0.09715
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 4 -1 6 7 8 9 12 11 -10 13 14 -5 -8 -12 19 -19 20 -7 23 -23 -21 -25 26 -24 29 -29 -28
right_child=2 -3 -4 5 -6 17 15 -9 10 -11 16 -13 -14 -15 -16 -17 -18 18 -20 21 -22 22 25 24 -26 -27 27 28 -30 -31
leaf_value=0.00021396540627282949 -0.0013777715117219507 0.0011756935034772872 4.3489246925299797e-05 -0.00016068581827198168 -0.0022843632960228804 -0.0024194992162991278 0.001713098644666925 -0.00076734642517282416 0.00039060826101744689 0.0010568704655734822 0.00047570247627568029 0.001413118221168788 -0.0014246418102777899 0.00028637376549881758 -0.0023727811813903116 0.0002723263196214313 -0.00066445435049501493 -0.0022352232928637607 0.0005422572953025787 0.0020439694417252385 -0.00019501975556397447 -0.0018535630415152079 0.0011062250527663219 -0.00082216504126396417 0.0014563152071866395 0.00043907876483649083 4.2399677900977654e-05 0.0015896073445782596 -0.00090705488694183456 -0.0023084127600394911
leaf_weight=1.4948779289843508 1.3392684700811504 4.5428608743241048 103.18971185944656 11.845358471888181 0.88605508673936118 1.0009842044964887 3.3055421225726596 3.214502476155757 8.740624646306971 3.6381837047520085 3.6295552738010883 5.7617325820028773 1.469561558915301 14.344876207411287 1.054805728374048 1.8050746545195577 3.7746041901409617 1.0318207749878627 0.64414659728936374 1.7143855839967717 5.1736288182291901 2.5796120846644071 1.4809522861614812 2.6772128585726018 3.0095493160188203 14.025717802345751 1.8991606682538988 1.510960242711006 2.8285725747700821 1.8748952774330963
leaf_count=45 16 68 3055 313 12 39 44 27 90 42 14 39 34 76 14 19 26 85 39 11 154 34 21 34 67 85 15 9 66 40
internal_value=9.79016e-05 0.000166315 2.52795e-05 0.000123225 -0.000715778 0.000142426 0.000254307 0.00016984 0.000225362 4.49198e-05 0.000491849 0.000796848 -8.32958e-05 -1.09454e-05 -0.000341562 0.00120422 -0.000105544 -2.64926e-05 -0.00116772 2.15935e-05 -0.000555636 0.000127667 -5.32887e-05 0.000768245 0.000383653 0.000143323 -0.000289027 -0.000543698 -3.77545e-05 -0.00112545
internal_weight=215.489 110.96 104.529 106.417 2.38093 104.036 62.5844 57.4738 54.2593 32.3528 21.9065 14.5024 28.7146 27.245 12.9002 5.11062 7.40416 41.4516 1.67597 39.7756 6.17461 33.601 26.1999 7.40115 5.68676 23.6203 9.59454 8.11359 4.33953 3.77406
internal_count=4633 1562 3071 1494 57 1437 738 675 648 479 169 129 437 403 327 63 40 699 124 575 193 382 270 112 101 236 151 130 75 55
is_linear=0
shrinkage=0.00196078


Tree=849
num_leaves=31
num_cat=0
split_feature=4 0 2 4 4 1 1 0 0 0 4 4 3 2 4 0 1 0 4 0 2 2 0 2 2 2 2 3 3 3
split_gain=0.354141 0.761315 0.573961 0.917429 1.07157 0.777641 0.817982 1.03638 0.932016 0.77564 0.621924 0.678806 0.617385 0.562618 0.48994 0.546096 0.432342 1.07581 1.24455 0.668277 0.640071 0.592108 0.581692 0.52763 1.46669 1.00924 0.992572 0.816322 2.88359 1.35698
threshold=42.154118731400011 104.03526427400001 -0.14510999999999999 38.983591653800012 35.771221912400001 61.966271448700006 70.311245485600026 87.028078140750011 97.789976036950009 86.624809421150005 41.741384785950011 40.621691032550004 0.10487000000000003 -0.18437499999999998 35.374259656300005 89.711159354950013 58.309968391300011 85.121961326250016 39.065416244600009 85.799452775150016 -0.082275000000000001 -0.013285 85.705356740550016 -0.064729999999999996 -0.087660000000000002 -0.053874999999999999 -0.083834999999999993 0.078770000000000021 0.082685000000000022 0.08674500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 12 -5 7 9 -8 10 11 -7 14 -3 15 -1 20 18 -18 22 -4 -22 -19 24 -21 -25 -26 -28 -29 -30
right_child=-2 13 16 5 -6 6 8 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 19 -20 23 21 -23 -24 25 26 -27 27 28 29 -31
leaf_value=-0.0023562529114801796 2.00728911106599e-06 0.00057965941786749056 0.0020065852831983476 -0.0015897849582756955 -0.0018582083384379765 0.00046334530346949188 -0.0022672914639889868 0.0014758814948802965 0.00012971107195910704 -0.001945240531673661 0.0020507544760477001 -0.0023640770562862578 0.0020001423056009693 -0.0020072949585384684 0.0012904317297502241 0.00017335906260213768 -7.0755408721676698e-05 0.00029483827443790942 -0.0023568186448405144 0.00032764630449568123 0.0016173448692213632 -0.0022127330924871184 0.0011684718375176023 0.0010371158236173262 -0.001485837483850102 0.00023906506155971891 0.00080803937826038176 -0.0029329173427649637 0.0012967047455585841 -0.00035174314571071965
leaf_weight=0.65724042774308988 67.25193569500334 0.46774858445905909 1.2154212039895353 0.90940695675089855 2.2753723335335962 1.4827546795131628 0.84906363417394493 3.3047007783316076 2.3492057495750487 0.68051233142614354 0.65939865447580803 0.41862283647060383 0.48883716938144051 1.0460410529285571 0.44347955519333471 0.65520757161721122 3.2192275323031927 6.3346437893342209 1.2794656486366873 32.470999817829579 0.28940024971961964 0.33460816688602701 5.4521421119570732 7.0330225796205843 2.554926508106294 45.556318795323037 2.7283547719707668 1.5050780759192992 2.30975467711687 11.375551986784556
leaf_count=92 2024 162 10 48 152 15 21 38 58 6 7 76 14 452 8 26 59 60 40 282 4 54 24 67 46 561 26 22 26 153
internal_value=0.000118999 0.000175059 0.000190139 -0.000169768 -0.000909957 0.000144279 0.000306115 0.000703213 -0.000506635 -8.45727e-05 0.00040989 -0.000159163 5.12239e-05 -0.00120795 -0.000491341 -0.00109341 0.000234302 0.000220056 -0.000720931 0.000256138 0.00117781 -0.000436434 0.00069895 0.000206681 6.85044e-05 0.000345792 -0.000342492 -0.000179469 -0.000356836 -7.35243e-05
internal_weight=207.598 140.347 138.833 15.1738 4.52014 10.6537 9.74426 6.54599 3.19827 3.24129 2.56078 1.90138 2.24476 1.51379 1.75593 1.31245 123.659 121.819 4.49869 117.321 1.83943 0.624008 11.7868 105.534 52.9447 52.5893 20.4737 17.9187 15.1904 13.6853
internal_count=4633 2609 1995 561 292 269 221 142 79 104 98 91 140 614 126 118 1434 1366 99 1267 68 58 84 1183 555 628 273 227 201 179
is_linear=0
shrinkage=0.00196078


Tree=850
num_leaves=31
num_cat=0
split_feature=2 0 2 1 1 2 0 2 0 1 0 1 2 4 2 1 0 3 3 2 2 3 3 4 4 2 2 0 3 3
split_gain=0.0871337 0.47408 0.787363 0.942641 1.09826 0.778689 0.562805 0.472478 0.464832 1.07977 0.462665 0.500554 0.427129 1.43146 0.390762 0.441708 0.385081 0.381289 0.72675 0.960412 0.677246 0.429861 0.576678 0.406718 0.392483 0.381002 0.622955 0.339926 0.420589 0.748967
threshold=-0.06828999999999999 85.968825637350008 -0.054875 70.128430332750014 70.182199495350019 -0.017745 86.036037090600004 -0.0098449999999999979 86.345209775600011 61.966271448700006 85.866664228400012 61.987779113750001 -0.072755 40.518963363600001 0.050115000000000014 59.98487780655001 86.393602021950016 0.084065000000000015 0.075810000000000016 0.0041150000000000015 -0.047144999999999999 0.086555000000000021 0.084805000000000019 36.558960102350007 39.746231405950006 -0.038374999999999999 0.26597500000000007 102.32271644485002 0.097005000000000022 0.08846500000000003
decision_type=2 2 2 2 2 2 2 2 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 5 3 -3 -5 10 -4 -7 9 -8 11 -2 -1 -14 -9 -16 -10 18 23 24 -19 22 -22 -18 -20 -25 -27 28 29 -23
right_child=1 2 6 4 -6 7 8 14 16 -11 -12 -13 13 -15 15 -17 17 20 19 -21 21 27 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.00024874605577054838 -0.067648493736602741 0.061788054591080194 0.083924964664220239 0.10227263481581622 -0.097508130839334739 0.071260719184556162 0.024411090077496939 -0.051852234116763998 0.058419449212830321 -0.086886982939975654 -0.10899840502142982 0.016721933963900443 0.024403780670346879 -0.10084880036300198 -0.069724056207518939 0.031995420393524265 0.041913700948887855 -0.074474191058823344 0.035398318806998987 0.0074630929629888017 -0.0014382973612204661 0.020419192861704589 -0.12508098656672784 0.016246554750369156 0.10243212004372836 -0.050134189502826276 0.044510664078962293 0.050299361500950893 0.01102811512284757 -0.039935693381384731
leaf_weight=105.15036604229698 1.6034921728714842 4.7593665998429051 0.84485447593033214 0.40072402358055093 0.87823084290903353 0.9593543269438668 1.6742604672908776 1.3097248912890771 1.2795317545533169 1.818384400103241 1.0239168023690579 1.25241322509828 1.9405575998873694 1.7222321475219358 0.51931516309377945 2.3989389293128625 1.4185935762589013 1.3321163363871118 1.5134103577765912 5.4722518438475163 0.92271439053730364 3.2678522044443579 0.63807945132930399 2.3374300124123693 2.0655176970176399 3.8698346338587726 0.847803176860907 1.3837095739181666 12.380153292091562 5.5446707320515998
leaf_count=2965 31 45 5 7 65 33 13 110 9 35 15 34 33 32 65 47 68 22 9 118 21 55 71 14 41 143 50 199 170 108
internal_value=0.000799086 0.00373589 0.00724941 0.0413063 -0.0349125 -0.0174407 0.00301898 0.00790356 0.00158797 -0.0335343 -0.0513262 -0.0306491 -0.000920591 -0.0344896 -0.00647256 0.013894 0.00435869 0.0027498 0.0141026 0.0338064 -0.00506182 -0.00123099 -0.0519856 -0.00694399 0.0740857 -0.016768 -0.0331256 0.00227787 -0.000857542 -0.0175549
internal_weight=172.53 63.7166 54.6495 6.03832 1.27895 9.06716 48.6112 5.18733 47.7663 3.49264 3.87982 2.85591 108.813 3.66279 4.22798 2.91825 44.2737 42.9941 17.5248 9.05118 25.4693 24.1372 1.56079 8.47366 3.57893 7.05507 4.71764 22.5764 21.1927 8.81252
internal_count=4633 1603 1268 117 72 335 1151 255 1146 48 80 65 3030 65 222 112 1098 1089 443 168 646 624 92 275 50 207 193 532 333 163
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=0
split_feature=4 0 2 2 0 4 2 3 3 2 1 4 3 4 2 2 2 0 1 3 4 4 1 1 3 2 1 2 4 3
split_gain=0.242616 0.57973 0.397173 1.01208 0.871289 1.68257 1.27038 2.08142 1.81848 2.56062 0.888584 0.762682 1.64431 0.663118 1.37488 0.598336 0.595642 1.99737 0.575641 0.576253 0.832388 0.556986 0.553386 0.65167 0.553197 1.40132 0.751826 1.12159 0.520687 0.753752
threshold=42.154118731400011 103.57284947555002 -0.064729999999999996 -0.053874999999999999 86.208098410950015 41.257948413050009 -0.087660000000000002 0.078770000000000021 0.082685000000000022 -0.08158 62.020040611300011 40.574766824850009 -0.25420999999999999 40.21994457600001 -0.07490999999999999 -0.088274999999999992 -0.043559999999999995 95.44832900530001 62.020040611300011 0.083905000000000021 37.688226470200007 41.641174900500005 67.923894665750012 75.424692849750016 0.098510000000000028 -0.072755 70.816675614150014 -0.079789999999999986 36.558960102350007 0.093955000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 -8 -9 -10 21 13 -13 14 -1 18 17 -5 -6 20 -20 -7 -22 -24 26 -26 27 -11 -21 -30
right_child=-2 -3 3 16 6 10 7 8 9 24 -12 12 -14 -15 -16 -17 -18 -19 19 28 22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=9.7694887509439384e-05 1.7451443852174679e-05 -0.00098462574212591068 0.00095726557904722825 -0.0016602390475604736 -0.0012923007569162121 0.0010550448088172237 0.0015237543566027547 -0.0028589736446878989 -0.0021459096514393279 0.00074713814664594208 0.0017150769525784036 0.0010638514643255552 -0.0024702627335720113 0.0008155549317397121 -0.0025832818713575861 0.001211293785795363 0.00027676517234018623 0.00065078038372027387 -0.0015169386584964575 0.00097654909690332158 0.00041126115451468127 -9.53197929289893e-05 -0.0018357092276328705 0.00026095272142120777 -0.002509361986234704 0.0009289828886644173 0.00092613889913236249 -0.0013600667271965584 0.00043873094081262477 -0.00027122009442238324
leaf_weight=6.9751411953948255 65.316481048139394 1.6722072013851619 7.8131320385728023 2.6207158332690588 1.1399362757801927 3.6166916846996155 1.6727952787186939 1.4633398400619615 2.8927258022013094 1.8565718755125966 3.9815172818489373 0.81543439626693759 1.3345024231821287 3.7821223025675863 0.82210125369602138 1.8872603699564994 43.001495168704423 3.1856150040403008 1.7817845318058951 3.4146968429558937 4.2678588712587953 2.9284842871129513 1.1376282476121562 1.1421482902951536 1.0248533638659862 0.82063082687091071 3.2150489711202681 2.0362843908369577 14.558207552705428 9.502280055661684
leaf_count=238 2024 640 75 28 6 15 20 22 70 11 40 3 91 40 12 10 641 16 53 65 27 33 25 24 25 20 22 37 143 157
internal_value=0.000115716 0.000162783 0.000177029 0.000302056 8.63516e-05 0.000394888 -5.27174e-05 -0.00053773 -0.000796827 -0.000542092 0.000984662 -5.731e-05 -0.00112983 0.000141825 -0.000184974 0.000134412 0.00019717 -0.00039231 7.94013e-05 0.000123073 -0.00032871 0.000540341 -5.36123e-06 -0.0007853 -2.39196e-05 -0.000980434 0.000224428 -0.000355104 0.000260036 0.000158348
internal_weight=201.68 136.363 134.691 56.621 78.07 24.256 53.8141 14.9823 13.3095 11.8461 10.5267 13.7293 2.14994 11.5794 7.79724 38.8318 48.8078 5.80633 36.9445 35.8046 8.32942 6.54518 6.54764 2.27978 8.95339 1.84548 7.10791 3.89286 27.4752 24.0605
internal_count=4633 2609 1969 760 1209 472 737 227 207 185 88 384 94 290 250 510 685 44 500 494 129 48 76 49 115 45 70 48 365 300
is_linear=0
shrinkage=0.00196078


Tree=852
num_leaves=31
num_cat=0
split_feature=4 3 1 1 0 0 3 4 4 4 4 3 4 0 2 2 0 0 4 2 3 3 3 2 3 4 4 0 1 3
split_gain=0.0832468 0.191262 0.209278 0.171884 0.118012 0.108179 0.0987877 0.472796 0.70208 1.49704 0.559904 0.357718 0.403194 0.507882 0.59589 0.517595 1.06027 0.888666 0.412984 0.378934 0.351865 0.608967 0.465736 0.350228 0.342301 0.910335 0.748621 0.726721 0.847825 1.058
threshold=32.724174661450007 0.088565000000000019 72.209296925700016 68.846035804500005 80.503190258150013 93.501885318850015 0.091510000000000022 39.788107623550012 40.003678352300007 40.165165956550005 40.371455563000005 -0.067414999999999989 35.119813570500007 85.823648898300021 0.13747000000000004 -0.057599999999999998 93.910530954700008 88.350799540950007 37.892416320650007 -0.031989999999999998 -0.13578999999999999 -0.10696499999999999 -0.26568999999999993 -0.50748499999999985 0.10249000000000003 41.243661560350013 43.735142172100005 86.420486603250012 62.111448187750007 0.098950000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -3 -1 7 11 -9 -10 -11 20 -13 -14 15 16 17 -15 -17 -20 22 -22 -2 -12 25 -8 27 -27 -29 -30
right_child=6 4 -4 -5 -6 -7 24 8 9 10 23 12 13 14 -16 18 -18 -19 19 -21 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.10212780664933414 0.0099042633536750094 0.0079725596389840399 -0.10349515886528489 0.10401421934050276 -0.11037394011859047 0.10129777622983721 0.023560943803702297 0.046412172387306404 -0.093164031900814223 0.053299250211903154 -0.073997812063248999 0.029751232607938861 -0.1080914471409868 -0.072410031487089105 -0.10335017007288445 -0.030649778515171023 -0.10320822284954606 0.02261447032765021 0.064462434804845231 -0.003611771455722257 0.078070338674510201 -0.0026793360929336235 -0.071294400638690317 0.0018004272454112827 -0.0033907934615932719 0.0093913648751935142 0.048951021587343047 -0.10726051067595462 -0.05574221770037157 0.038219841905889188
leaf_weight=0.08805247977943409 1.7358576900078335 0.11577784171095118 0.11373044698336798 0.22865383327007294 0.30950655804088001 0.037179525941610336 21.616328795378649 3.4904038785098228 1.6674281118412171 2.1195167597634272 0.61471794888529885 1.3014049480225356 0.75747922348091279 1.5207569971680612 0.8725878335026217 2.0015245921495071 1.7501761627968333 2.7892156582092866 1.482095667626709 1.824123448933278 1.3330708076691733 3.119138431633476 1.1910838539861286 72.982412363805452 32.993681612549381 5.1725012930401117 1.8967166522197647 1.4820922389626501 3.2855460619939549 1.8863399584843135
leaf_count=72 80 8 96 3 61 1 347 50 65 51 160 46 41 15 43 28 168 36 10 30 48 63 67 2204 549 74 53 26 108 30
internal_value=0.000829517 -0.0296249 0.0145125 0.0524374 -0.0781557 -0.0417338 0.000988645 -0.000973991 0.00254139 0.000562597 0.00262664 -0.0140886 -0.0233164 -0.0286297 -0.0237124 -0.0175995 -0.037569 -0.0109146 0.00520087 0.0269042 0.00379323 0.0214986 -0.0231386 0.00116732 0.00393413 0.0107728 -0.00937062 -0.0187242 -0.0405799 -0.0214715
internal_weight=171.779 0.892901 0.467616 0.353886 0.425284 0.125232 170.886 102.553 80.8745 77.3841 75.7166 21.6785 14.2994 12.998 12.2405 11.3679 6.06015 4.30997 5.30774 3.30622 7.37915 4.45221 2.92694 73.5971 68.3332 35.3395 13.7232 11.8265 6.65398 5.17189
internal_count=4633 241 172 76 69 73 4392 3205 2530 2480 2415 675 417 371 330 287 219 51 68 40 258 111 147 2364 1187 638 291 238 164 138
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=0
split_feature=0 0 4 0 1 4 2 0 1 2 1 4 0 4 3 2 2 2 2 4 0 1 0 1 3 4 4 3 3 3
split_gain=0.450583 0.586688 0.576085 0.992848 0.829224 0.7737 1.63183 0.690361 1.04483 1.03093 0.743021 0.573175 0.779813 0.490902 0.630501 0.8285 0.535761 1.63489 0.511875 0.508047 0.481855 0.715773 0.481493 1.04555 1.17481 0.562119 0.8984 0.456635 0.466107 0.826541
threshold=93.972365491700018 96.631250582750013 43.61821939175001 96.082805124100005 72.209296925700016 41.404176814550006 -0.11334499999999999 94.625660817400004 71.053259929650025 -0.070854999999999987 70.128430332750014 44.279556297950009 95.44832900530001 42.580420142950011 0.093745000000000023 0.22387500000000005 -0.156745 -0.092084999999999986 0.70681500000000008 43.067541470150012 100.19345760555002 80.677940036650014 85.662341410450011 61.928633034850002 -0.17949499999999999 42.686561923500008 42.720329370750001 0.12001500000000002 0.070640000000000022 0.083905000000000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 4 11 5 7 -7 10 -9 -10 -2 -4 -13 14 15 -3 20 -18 -17 -19 -15 -22 23 27 -25 -26 -27 28 -1 -30
right_child=1 13 3 -5 -6 6 -8 8 9 -11 -12 12 -14 16 -16 18 17 19 -20 -21 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.0002073191877608925 1.8370717278980794e-05 0.00045638392587029388 0.0015652113089503232 -0.0024065550355617041 -0.0022120896644327085 0.0011053533498190287 -0.0022706056077392801 0.0011694878598064169 -0.0022003951522486477 0.00019964481409274757 -0.0021647828861256534 -0.0020020583681826772 0.00077590997320010555 0.0013167867844501595 -0.00016792899119820248 -0.0021064596630415108 -0.0021881874124451213 -0.0014464282319104837 0.0011258531489366575 0.00013707918782993966 -0.0021306583261954302 0.00043435917323063193 0.00024225910796111627 0.00062869584334042134 -0.0022034985835860501 0.0022527478327043198 -0.0012792737022940786 -0.00114400194044785 0.0016522530015130525 0.00022579492222581405
leaf_weight=5.4337881837163922 1.3081929609179517 24.760100116395282 1.5647165465634314 0.4503937552217393 1.0385831518069597 0.77284331619739566 1.9132090468774539 2.6990560726262629 0.94804669101722483 2.5095575610175738 1.1061741470766717 0.5510440234793349 1.317110107745975 1.3538149413652711 11.476039788169372 0.78797921214936539 1.7660375105115225 0.89701031049480562 0.24753618223621743 5.9198063844451099 0.54113684315234456 1.8421224320263716 118.50842436109087 1.5196023277239872 1.8068283027096179 0.33161908388137851 1.6771800784626973 0.95504147838801223 1.9472777514602038 7.8877890055300668
leaf_count=365 16 724 42 11 29 8 93 24 56 22 51 153 21 28 374 111 196 33 11 246 49 138 1259 34 191 1 140 19 40 148
internal_value=0.000130361 -3.51614e-06 -0.000327741 0.000330637 -0.000535673 -0.000381006 -0.00129926 -9.32372e-05 0.000255245 -0.000458426 -0.00098187 0.000689758 -4.34993e-05 0.00010226 0.00021442 0.000384521 -0.000237059 -0.000506871 -0.00133379 -7.12912e-05 0.000382612 -0.000148047 0.000193225 -7.63099e-05 -0.000829298 -0.00140995 -0.000696196 0.00017131 0.000253581 0.000508224
internal_weight=205.838 65.7705 16.1789 3.88326 12.2957 11.2571 2.68605 8.57103 6.15666 3.4576 2.41437 3.43287 1.86815 49.5916 37.2717 25.7956 12.3199 8.58285 1.03552 6.81682 3.73707 2.38326 140.068 21.5591 5.33523 3.81563 2.0088 16.2239 15.2689 9.83507
internal_count=4633 2436 526 227 299 270 101 169 102 78 67 216 174 1910 1220 846 690 475 122 279 215 187 2197 938 366 332 141 572 553 188
is_linear=0
shrinkage=0.00196078


Tree=854
num_leaves=31
num_cat=0
split_feature=4 4 0 2 4 4 0 1 2 3 0 0 4 2 4 3 4 2 4 0 0 4 1 4 4 4 4 1 0 0
split_gain=0.3439 0.667715 0.575846 0.502145 0.849516 1.20339 0.695485 1.75972 0.637493 0.625943 0.494239 0.914154 0.726203 0.69435 0.811142 0.610525 1.09118 0.606175 0.5076 0.845523 0.66919 0.47861 0.460875 0.588665 0.558938 0.850962 0.984686 0.857324 0.807 1.03538
threshold=42.081757894750005 42.027798546600003 103.57284947555002 -0.14510999999999999 38.983591653800012 35.771221912400001 87.028078140750011 70.311245485600026 -0.58835000000000004 0.10487000000000003 86.393602021950016 86.904409066750006 43.477771593600004 -0.098419999999999994 42.431220712750012 0.082325000000000023 44.952171034750002 -0.089569999999999997 43.067541470150012 85.769879735700016 86.345209775600011 43.735142172100005 62.00390986255001 42.283941020600004 42.527280425250005 43.157831852650006 42.686561923500008 63.910026677050006 90.490812212800009 93.047535894850014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -6 -8 -9 -1 12 -12 13 -2 -15 16 21 -16 19 -19 -20 -14 -13 -24 -25 26 -26 -27 -28 -30
right_child=10 -3 -4 -5 6 -7 7 8 -10 -11 11 22 15 14 17 -17 -18 18 20 -21 -22 -23 23 24 25 27 28 -29 29 -31
leaf_value=-0.00040777930241828447 0.00035377825738742747 0.00097571956813422402 -0.00096190077589716717 0.00023109214485194447 -0.0004924355273033562 -0.0018525391348591009 0.0015279509092570608 0.00046324865226570242 -0.0013915463687160842 0.0020045137502793481 0.00075139251138266953 -0.0013108707608643524 0.00021837002705013791 -0.0023131535350673429 -0.0021185781926952628 0.00065554121392417822 0.00018393290627207509 0.00065836187659365324 -0.0022665997916705718 -0.00098443523144618934 0.00032471107403261336 -0.0024922096832428334 -0.0014364571392039046 0.00066136521494502014 8.3149149644825082e-05 0.00091437073653098525 -0.0020127495680782688 -7.8045102169338168e-06 0.0019410588081591514 -0.0010832082803419263
leaf_weight=1.819254581267159 2.4470112757990128 4.1125793342362149 1.695367355772986 117.13709692485281 3.818710450694196 2.3046538432827219 3.3837927207350731 1.2944615804590287 1.5844818423502145 0.53522376422188234 7.8567952094599596 0.97781308181583781 0.33199896946825713 1.2170317796990291 0.87522743502631684 4.9223037958727218 4.475135932865669 2.7411377290191021 1.0493527651960901 2.1487426310777664 0.60351197794079769 1.0195836846833115 0.9942072153207836 5.6299896517011794 5.449848690186629 5.0864098481833961 2.1832205019891262 16.286889416869599 0.57041303315782022 1.8364520677969265
leaf_count=124 47 36 628 1360 149 150 38 29 47 14 103 15 25 52 34 115 119 62 63 34 3 66 50 82 69 30 30 965 10 84
internal_value=0.000140995 0.000197534 0.000173574 0.000188171 -0.000152903 -0.000845319 0.000167097 0.000569247 -0.000557573 0.000140587 2.76872e-05 0.000141186 -0.000215999 -0.000568205 -0.000829479 0.000147119 -0.000282388 -0.000586059 -0.000381053 -6.35266e-05 -0.00132043 -0.00182639 1.83038e-05 5.24724e-05 9.2434e-05 -9.53189e-06 -0.0004804 0.000211654 -0.00114951 -0.000366475
internal_weight=206.389 137.686 133.573 131.878 14.7406 4.65913 10.0814 6.26274 2.87894 2.35448 68.7031 46.872 21.831 11.082 8.635 10.749 5.82672 7.41797 6.54275 4.88988 1.65286 1.35158 39.0152 38.0374 37.0432 31.4132 10.0399 21.3733 4.59009 2.40687
internal_count=4633 2575 2539 1911 551 288 263 114 76 138 2058 1438 620 295 248 325 210 196 162 96 66 91 1335 1320 1270 1188 193 995 124 94
is_linear=0
shrinkage=0.00196078


Tree=855
num_leaves=31
num_cat=0
split_feature=4 4 1 3 3 0 0 4 2 1 4 3 0 0 0 3 4 2 0 1 0 2 1 1 0 3 2 2 0 4
split_gain=0.0868995 0.259428 0.424229 0.257223 0.677011 0.257223 0.256402 0.825285 0.744066 0.840667 0.70724 1.5349 1.46641 0.879918 0.708139 0.64686 0.468682 0.84326 0.545153 0.429944 0.919819 0.426107 0.405669 0.289176 1.28236 0.455734 0.33829 0.736321 0.478177 0.413195
threshold=42.154118731400011 42.027798546600003 62.907231794400012 -0.25420999999999999 -0.55393499999999996 94.985914206850012 86.208098410950015 41.257948413050009 -0.057599999999999998 62.020040611300011 41.489621506400006 0.088350000000000026 87.727077254650013 86.538778761000017 90.767723400200012 0.087795000000000026 40.574766824850009 -0.07490999999999999 85.769879735700016 62.041548276350007 86.692020874450009 -0.06828999999999999 75.424692849750016 64.630533455950015 88.350799540950007 0.093635000000000024 -0.14314999999999997 -0.18437499999999998 89.237990724000014 40.806664626150003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 -2 -6 7 16 9 -9 19 13 -13 -12 -14 -15 -1 -18 -19 21 -21 -8 -16 24 25 -22 27 28 -25 -28
right_child=3 2 -4 -5 5 -7 10 8 -10 -11 11 12 14 15 22 -17 17 18 -20 20 23 -23 -24 26 -26 -27 29 -29 -30 -31
leaf_value=0.0048080006657367173 0.02903801832174446 -0.0014847244333727012 0.0581522651829149 -0.00096942888529559415 -0.11453838537619883 -0.00024986930212054359 -0.010204825841910327 0.020506885690789258 -0.020079052086638745 0.083380279151947359 0.083001733961690111 -0.14971875236788831 0.045101181029693654 -0.030402902458258187 -0.12805538812496683 0.058208752245416495 -0.10220862143131798 0.041069560053077589 -0.044072277450208391 -0.042182490124343074 -0.021227330460819423 0.044548211385184146 -0.023326677539995601 -0.12143762858499313 0.10227467707360748 0.033365109806777982 -0.00070932834208954068 -0.11389038592873352 -0.00045011002701396923 0.026395194427038318
leaf_weight=16.163780035369207 0.86288068813337293 2.6623622055485603 2.1609755568497349 53.261158069442899 0.87095378080448316 0.25446126186579932 2.1085501108318567 5.8768904253374767 2.3225291450944487 3.3325430168770254 1.1679451316595058 1.571533400565386 0.89278390631079707 4.1976652929688498 0.63548885716591008 1.0249688532203434 1.2325000446289776 1.4190923515707248 1.599827207624912 4.8548575462773433 3.7636917345225802 4.3612022679299107 0.88486731964803766 0.350229370757006 1.5556607637554405 2.5755421780049801 37.597224558114426 0.7611329847172702 4.8559297057566937 6.6137083523117317
leaf_count=382 37 26 44 1892 78 17 15 47 56 38 5 22 6 121 21 7 91 31 16 32 38 49 40 9 41 27 927 102 312 104
internal_value=0.00097876 0.00252731 0.0252341 -0.00228777 -0.0376025 -0.0886973 0.00154698 0.00911717 0.0305023 0.0432584 -0.0014847 -0.0258364 -0.0745459 0.00453518 -0.0255904 -0.0130124 -0.00296266 -0.0325065 -0.00404997 0.00215598 -0.000367822 0.0267037 -0.0671019 0.00312784 0.0209179 0.000952815 0.000328806 -0.0220204 -0.0085892 0.00334536
internal_weight=171.793 116.543 4.82334 55.2495 1.9883 1.12542 111.72 31.9472 11.532 9.20943 79.773 10.3753 3.98467 6.39058 2.41314 5.22263 20.4152 4.25142 3.01892 69.3977 62.928 6.46975 1.52036 58.0731 7.89489 6.33923 50.1782 5.96729 5.20616 44.2109
internal_count=4633 2609 70 2024 132 95 2539 661 141 85 1878 222 89 133 67 128 520 138 47 1656 1592 64 61 1560 106 65 1454 423 321 1031
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=0
split_feature=1 1 1 1 2 1 2 3 4 0 2 4 0 0 4 1 2 2 3 2 2 4 0 1 2 2 3 0 4 1
split_gain=0.0769069 1.02364 0.66573 0.303166 0.257627 0.492436 0.331158 0.320938 0.252057 0.649434 0.619784 0.577449 0.467088 0.464125 0.796557 0.953585 0.609804 0.789671 0.522439 0.429662 0.334705 0.525812 0.352247 0.659045 0.581158 0.427445 0.415232 1.12688 0.607969 0.763208
threshold=63.910026677050006 62.907231794400012 64.108972578700019 64.369753017350021 -0.27494999999999997 61.982402197500001 -0.245055 -1.0000000180025095e-35 41.976795488650005 87.261973998100004 -0.14314999999999997 41.741384785950011 73.921844754800006 86.420486603250012 41.529896397300007 61.987779113750001 -0.066979999999999998 -0.093604999999999994 0.089045000000000027 -0.071969999999999992 -0.0098449999999999979 43.847983878700006 86.393602021950016 62.116825104000007 -0.075639999999999999 -0.022394999999999998 0.082025000000000028 85.495657006400009 43.895345911700005 61.917879202350001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 -1 7 -6 9 10 11 12 -8 14 -12 -16 17 -15 -17 -11 22 -22 23 24 26 -26 27 -10 29 -28
right_child=2 -3 3 -5 6 -7 8 -9 20 19 13 -13 -14 16 15 18 -18 -19 -20 -21 21 -23 -24 -25 25 -27 28 -29 -30 -31
leaf_value=0.0044850432522068927 -0.078628183575785437 0.05687988547754922 0.0497342518804407 -0.0010453688861083031 0.0089396650969950867 -0.10348358379478698 0.072146945899084269 0.10589726754711637 0.00067602078361682035 0.0045390937242100757 0.0024611117042355351 0.10651989182560249 -0.11694588614117066 -0.00094418749228214732 -0.0069036380478586998 0.10802166926105808 0.018383135525154908 -0.06302417936004108 0.03725131708057839 0.076877794907943983 -0.11183298933752613 0.0304922072531719 0.0064146885602361136 -0.073340369147719922 -0.11972083566415154 -0.0051367013175352806 0.061079004617784496 -0.12466577046348314 0.049321585139440523 -0.02458491080093286
leaf_weight=1.1059153300011519 1.0996120422114462 3.3811784187564617 1.1936303084657982 78.326670059177331 0.80973140177957248 0.68351299734786142 0.15074809849283954 0.59025567024946102 3.1753223152136298 1.3843129277229311 25.888388627005043 0.16892163455486287 0.97892182773284731 4.7175804302096358 2.5734360166243269 1.9643274620175359 4.3198124729096881 3.6222886815667144 2.2242734301835299 2.0180538054555646 0.70905833192956069 0.40948500416925526 16.052608223166317 1.7025791767518956 0.75942667809431441 0.56984992209618102 1.3159551296848784 0.92657979496289034 2.8131747581064701 4.9602339413249865
leaf_count=45 16 68 35 3020 48 12 48 4 141 27 250 1 150 19 44 26 33 33 23 35 85 39 177 38 27 28 14 40 18 89
internal_value=0.000891327 0.00290114 -0.00135173 -0.000283147 0.000793491 -0.036756 0.0015858 0.0498185 0.0007762 0.00526836 0.00218949 -0.0659263 -0.0917125 0.0041417 0.0104438 0.0410055 -0.012112 -0.0279076 0.0704405 0.0474455 -0.00595124 -0.0597295 -0.00408751 -0.0144793 -0.00757768 -0.0705996 -0.001227 -0.0276375 0.0106917 -0.0066234
internal_weight=170.596 89.9759 80.6199 79.5203 86.5948 1.78943 84.8053 1.39999 83.4053 50.0111 46.6087 1.29859 1.12967 45.3101 32.6504 6.76204 12.6597 8.33987 4.1886 3.40237 33.3943 1.11854 32.2757 16.2231 14.5205 1.32928 13.1913 4.1019 9.08936 6.27619
internal_count=4633 1562 3071 3055 1494 57 1437 52 1385 689 627 199 198 428 343 93 85 52 49 62 696 124 572 395 357 55 302 181 121 103
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 4 4 4 4 1 4 4 0 0 0 1 3 1 3 3 3 0 4 4 0 4 3 4 2 3
split_gain=0.283169 0.685382 0.603071 0.369839 1.16178 0.524835 1.64801 0.56632 0.589294 0.423532 0.431888 0.647631 0.362392 0.429167 0.307625 0.784811 0.991506 0.676688 0.545767 0.459701 0.526791 0.454649 0.789624 0.996085 0.754577 1.33147 0.737999 0.488389 0.936598 0.48694
threshold=-0.25105499999999997 -0.25572 102.21786657775002 78.27445846800002 75.629015667650023 39.262923716450011 35.771221912400001 41.067148236900003 41.873095646600007 75.28220456885002 47.74983977685001 41.935569238650011 84.546631286350006 82.250688042950017 85.662341410450011 61.928633034850002 0.087795000000000026 61.971648364950006 0.11458500000000002 0.08759500000000002 -0.17949499999999999 85.823648898300021 41.976795488650005 41.362929270750008 85.968825637350008 40.636252116050009 0.10526500000000003 44.279556297950009 -0.080869999999999997 0.4369650000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -9 10 11 -10 13 -13 15 18 17 -17 -2 20 -19 22 23 -16 25 -23 -27 28 -24 -26
right_child=14 -3 -4 -5 -6 7 -8 8 9 -11 -12 12 -14 -15 21 16 -18 19 -20 -21 -22 24 27 -25 29 26 -28 -29 -30 -31
leaf_value=0.00096213477141809261 0.00020935600130030031 -0.0018028352986873128 -0.0020114109901825622 0.0010120137340997139 -0.0022217481910168468 0.00095179215917605528 -0.0022373533200246249 -0.0016212479353593945 0.0021704900625286231 0.0020912029093411904 0.0014335813201779503 -0.0020531066974261805 -0.0022229339647504582 0.0016467950354600678 0.00021009777056431862 -0.0023505491615911415 -0.0021289302522199795 0.00069952500163021072 -0.0013782647885055941 0.0022762859516215301 -0.0011336573526540068 0.00046223963459480458 -0.0016506438064538915 0.0014937130498549533 0.00016968998346087168 -0.0018554703317243309 -0.0001879805227122728 0.00060499426905979146 0.00061147047791807526 -0.0012174145522308203
leaf_weight=1.2363705662428333 14.57931720009401 0.91375990519372763 0.56919821696374207 1.3708249457558856 0.88312495278660286 3.5692259534262121 1.2394509099831337 0.81737275933846865 0.25658464431762729 0.42182191461324681 0.5285115330480038 0.21665621863212414 0.65978374314727262 0.27167344279587269 4.8022513631731254 0.47634360403753762 1.4729143754229879 1.3416445413895424 0.88289190083742219 0.35098120570182789 1.0942105169924614 3.2970558814704409 1.6118872743099917 4.5043591260910034 150.53308014260983 2.5823918997775763 1.6871140068396924 1.973051027394831 1.2489362866617741 0.97933814642874395
leaf_count=35 501 71 200 28 37 50 42 20 1 3 9 69 31 3 26 37 82 28 16 1 129 19 28 22 3031 38 14 19 16 27
internal_value=0.000114996 -0.000165656 -4.14104e-05 5.63389e-05 -7.33629e-05 0.000132474 -0.0006396 0.000416013 -0.000186784 0.000311083 -7.73351e-05 -0.000645811 -0.00127521 5.26723e-06 0.000133793 -9.52062e-05 -0.000793568 -0.00019082 0.000118703 0.000178334 -0.000123959 0.000160495 0.000497429 0.000831362 0.000130545 -0.000473751 -0.00119655 -0.00014549 -0.000663083 0.000160724
internal_weight=206.372 12.9544 12.0406 11.4714 10.1006 9.21745 2.47582 6.74163 3.1724 2.35503 1.93321 1.4047 1.14811 0.48833 193.418 20.1983 4.73609 3.26318 15.4622 2.78684 2.43586 173.219 14.1405 9.30661 159.079 7.56656 4.26951 4.83387 2.86082 151.512
internal_count=4633 599 528 328 300 263 77 186 136 116 113 104 103 72 4034 794 277 195 517 158 157 3240 111 48 3129 71 52 63 44 3058
is_linear=0
shrinkage=0.00196078


Tree=858
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 0 0 2 0 1 0 0 4 3 1 4 4 0 0 2 0 1 0 0 4 3 0 0 0 2
split_gain=0.276139 0.222095 0.280187 0.202438 0.492151 1.59124 0.577209 1.02123 0.964465 0.649138 0.600328 0.883624 0.623139 0.671687 0.560282 2.32067 0.556719 0.513637 0.454422 1.05367 0.440301 0.469153 0.785081 0.479222 0.568089 0.525072 0.484875 0.454146 0.547351 0.615416
threshold=90.937096262400004 -0.088274999999999992 -0.038374999999999999 -0.033594999999999993 -0.051199999999999996 86.345209775600011 94.300357383600002 -0.064729999999999996 95.217121606100008 61.950140699950005 94.848802842250009 94.625660817400004 41.909642283050012 -0.24212500000000001 69.999384342500022 39.476991512000005 39.852039223600009 95.44832900530001 93.972365491700018 -0.15215499999999998 84.226704768850013 81.573196594050017 107.30980627685001 102.21786657775002 43.968221017800005 0.082535000000000011 102.75018128760001 85.683849075550015 85.931187223550012 -0.025719999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 6 -6 7 14 10 -9 11 -8 -13 -14 -1 -16 -11 -7 -17 -20 -5 23 -23 24 27 -26 -25 -22 -29 -30
right_child=1 2 -4 20 5 17 8 9 -10 16 -12 12 13 -15 15 18 -18 -19 19 -21 21 22 -24 26 25 -27 -28 28 29 -31
leaf_value=0.0001585379192932424 -0.0020938542358417975 0.00076513911856695039 -0.0019776145981684505 -0.0008389755555315621 -0.0016206884383336586 -0.00039040061529439817 -0.0017596898761940377 -0.00013865770871636685 2.2934188104997966e-05 0.0019136749756329884 -0.0018376786298506754 0.0012084376694225982 0.0020331813616302121 -0.0021403364450245732 -0.0025294927754504182 0.0015216835522689365 0.00070804115961366958 0.00056914500258333953 0.0018198192069888005 -0.0022849972852636265 0.0010767889325281061 -0.0020758080948051964 0.00049347697368887688 0.0018402082123249049 -0.0021747517652431834 9.8863277390787876e-05 0.00022906410192201389 -0.00066721854234481058 0.00086906299013024405 0.00018284914309769167
leaf_weight=91.601491913348582 0.38176928694974777 0.40788316376711009 0.22066707395606389 1.4716339964343195 2.7277378796716212 4.2093697437085194 1.1718315689649892 1.9640817791223506 35.591283579204628 2.3296857941895723 1.7184371762268709 1.2846612459979954 0.20189911127090465 0.55804471028386593 1.4637708395894145 1.1420728829325528 4.0022484011715278 4.372904539690353 0.46402314491570029 0.49893489442183592 2.5770997356157741 0.86967023083707207 0.96418352778346161 1.486418824642896 0.70695278918719739 0.87247888438287191 1.3894832307414615 2.4673280157148829 5.8983180501963863 33.924300388869604
leaf_count=1389 257 80 217 209 34 39 64 19 1002 24 102 32 2 77 34 36 37 29 4 42 40 86 82 20 34 46 45 23 40 488
internal_value=0.000108373 -0.000914242 -0.000197768 0.000113342 7.77263e-05 -0.000316121 0.000108661 0.000186357 -8.97004e-05 0.000846151 -0.000902043 -0.000402163 0.00037588 -0.00103153 0.000128842 -0.000633364 0.00115163 9.85142e-05 0.000685143 -0.000306998 0.000218441 0.00024886 -0.000724958 0.000285067 0.000236974 -0.000918806 0.00106179 0.00027766 0.000228962 0.000284488
internal_weight=208.941 1.01032 0.62855 207.93 155.302 11.31 143.992 103.466 40.5262 8.29602 4.93487 3.21644 2.04461 0.759944 95.1703 3.5688 6.33193 8.58227 2.10503 0.962958 52.6279 51.1562 1.83385 49.3224 46.4465 1.57943 2.8759 44.867 42.2899 39.8226
internal_count=4633 554 297 4079 2966 102 2864 1585 1279 80 277 175 111 79 1505 116 61 68 82 46 1113 904 168 736 671 80 65 591 551 528
is_linear=0
shrinkage=0.00196078


Tree=859
num_leaves=31
num_cat=0
split_feature=4 3 0 0 4 2 3 1 1 4 4 2 4 1 4 0 3 1 0 0 3 0 0 2 3 3 3 4 2 3
split_gain=0.0775819 0.312556 0.240387 0.12434 0.110323 0.1729 0.161371 0.102141 0.175566 0.098256 0.512567 0.404082 0.338923 0.255927 0.240471 0.321848 0.227002 0.244198 0.573928 0.568353 0.488398 0.37856 0.269876 0.229504 0.177664 0.169741 0.473052 0.422561 0.729779 0.670954
threshold=33.036871954450007 0.088565000000000019 92.773313165550022 80.503190258150013 34.424709467050008 -0.053874999999999999 0.094385000000000011 69.999384342500022 72.62331947780001 37.041406607950009 36.558960102350007 -0.08158 36.257608591500009 65.509659264600018 37.765550062200006 93.972365491700018 -0.24665999999999999 65.571493801650021 93.308316333500017 93.72771580185001 0.10487000000000003 96.631250582750013 96.978061681550017 -0.10434500000000001 0.093745000000000023 0.10487000000000003 0.10646500000000002 40.250747516500006 -0.054875 0.42293500000000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -9 10 12 13 16 -12 15 24 -6 20 -19 -20 23 -21 -23 -18 -11 -16 -27 28 29 -28
right_child=4 3 7 -5 9 -7 -8 8 -10 14 11 -13 -14 -15 25 -17 17 18 19 21 -22 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.10252264415117041 0.0095413574365755833 0.0063069474707145778 0.10336035831288025 -0.11032192440754399 0.06296285903021985 -0.021933896444114295 0.079966729205847673 0.10304751985377053 -0.10282993157609582 0.024736826933931463 -0.022897125355616884 -0.0095390054601394905 0.057921961063613525 -0.12111796374037316 0.0022257054978880972 -0.0048177852913295141 0.041948966696829869 -0.073194176616094772 0.10468270594983592 -0.061502579515286072 0.093787086122878477 0.096373308434692925 -0.0057762200436806375 -0.037817642981499908 0.078732180280785102 -0.057263053218455498 -0.11682028120967701 0.0053274289647328088 0.0066209564585380789 -0.0067922943379567918
leaf_weight=0.1117731633803476 0.64151556487013273 0.1199232772924006 0.24807649292051792 0.38447462093313334 0.47538496914785255 0.54256462492776236 0.66020464854773309 0.084367893636226654 0.081371408317068017 1.3800040453206741 0.39213695345097244 1.331266403904009 1.0141416481224039 0.82004784970422406 130.57185010030616 2.0778584456920726 0.54750849512493016 1.4707732908427713 0.46478464454412494 1.0542100298334847 0.62188957119360555 0.3308996520936488 1.1843398809755852 1.05717729916796 1.0912432037293909 1.7430358885612829 1.3054198409481617 15.204060343578019 2.732991801736719 0.96312834316631768
leaf_count=74 38 8 4 73 21 29 24 1 99 31 12 37 36 43 3428 85 42 20 4 25 14 4 81 16 13 31 42 234 48 16
internal_value=0.00100148 -0.0263607 0.0276042 -0.0825928 0.00116757 0.0254921 0.0452596 0.062752 0.00196988 0.000900279 -0.00834217 -0.0475733 0.00379517 -0.0893439 0.0015337 0.0241899 -0.00382139 -0.0085377 -0.0219278 0.00292237 0.0185544 -0.0154849 0.0165313 -0.0106018 0.0485799 0.000857951 -0.00727878 -0.00296689 -0.0281806 -0.0701071
internal_weight=170.708 1.02999 0.525589 0.504398 169.678 1.84428 1.30172 0.413816 0.165739 167.834 10.7646 2.54345 8.22111 1.21218 157.07 4.54911 7.20697 6.73158 4.50501 3.03423 2.22658 2.56945 1.51524 1.60469 2.47125 152.52 21.9486 20.2056 5.00154 2.26855
internal_count=4633 259 178 81 4374 91 62 104 100 4283 355 92 263 55 3928 129 227 206 134 114 72 110 85 58 44 3799 371 340 106 58
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 1 1 3 4 4 3 0 0 1 1 0 0 2 2 4 4 2 1 2 2 3 1 2 2 1
split_gain=0.257001 1.06209 0.655173 0.451144 0.441779 1.56435 1.24577 0.890004 0.818979 1.04304 0.734523 0.643815 1.3344 0.726544 0.720091 0.807309 0.580122 0.711922 1.14179 0.866602 1.44799 0.739823 0.59915 0.534362 0.774524 0.649344 0.569363 1.11728 1.91065 0.888309
threshold=63.910026677050006 62.907231794400012 64.108972578700019 64.369753017350021 66.235542959850008 65.765062787050013 66.859265246100009 0.090465000000000031 42.123054668150012 35.771221912400001 0.4149000000000001 91.886121982450007 90.321439350550008 67.606656606400023 67.606656606400023 89.237990724000014 92.773313165550022 -0.059424999999999999 -0.068964999999999985 38.238138001450004 35.119813570500007 -0.054875 83.116371560950014 -0.59496499999999986 -0.54488499999999995 -1.0000000180025095e-35 75.424692849750016 -0.095854999999999996 -0.079369999999999996 75.629015667650023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 7 -6 8 9 -5 11 12 14 -13 -8 -16 -15 18 19 20 -18 -19 -22 -21 25 -25 27 -26 -29 -28
right_child=2 -3 3 4 6 -7 10 -9 -10 -11 -12 13 -14 16 15 -17 17 21 -20 23 22 -23 -24 24 26 -27 29 28 -30 -31
leaf_value=0.00012585561379362201 -0.001369937455238884 0.0011024383478864066 0.001054183299260069 0.00017901534958998896 0.0010547538039294825 -0.0023291552428849438 0.0019000401532824128 0.00055416793953729697 0.0004176536570932034 -0.0021361890499666499 -0.0020935531389321316 -0.0016868295460811865 -0.0018012684239957831 0.00095900006708787497 -0.0023465368529127805 0.0011301082022405259 0.00046551707201494206 0.0017486075050379413 -0.0018107056707923311 0.00077807387304271625 -0.0022349751733793037 0.00021978933234049886 0.00080347769910487439 0.0013040279435351956 0.00012249096077055887 -0.0021411742363164174 0.0014981829821113443 -0.0022026034246173712 0.0002945920737574834 0.00011492323387702675
leaf_weight=103.0518520418118 1.2708250150353695 4.4671661409083745 1.6806311395484943 1.2177832407178342 4.7287557683885089 1.3372696179430921 0.78965095803141538 4.6165990779409185 1.7873381788667755 1.9399157976149579 0.6272418263893077 0.89014994539320369 2.1060740884713596 2.8758631548262192 0.50829653101754935 0.51897539850324392 1.7470224673065704 1.2657250599440875 1.4578322212546471 3.5109479419188423 2.1283035555679821 31.586142545163518 0.28264767489235954 0.26041302044177439 10.020212520845233 1.0936883207814234 2.0186942834989194 2.5164313013665378 2.2147074588574744 15.41245229038759
leaf_count=1494 16 68 35 17 50 33 7 55 98 37 44 16 75 34 37 24 142 20 66 82 129 797 76 4 283 86 15 103 22 668
internal_value=9.94743e-05 0.00016643 2.91783e-05 4.67582e-05 2.97351e-05 -0.000342775 7.5579e-05 -6.49643e-05 -0.000642975 -0.00124332 2.03459e-05 3.62817e-05 -0.000739097 7.4649e-05 0.000492112 -0.000590144 9.4651e-05 6.17338e-05 -0.00010533 -4.49942e-05 -0.000893785 0.000278692 -0.00187876 5.02686e-05 -2.59254e-05 -0.00147861 3.51975e-05 -0.000248308 -0.00103363 0.000275118
internal_weight=209.93 107.519 102.411 101.14 99.4591 10.8989 88.5602 9.56164 4.94504 3.1577 83.8315 83.2042 3.923 79.2812 1.81692 1.02727 78.3911 75.5152 42.6634 41.2055 4.15797 32.8519 2.41095 37.0475 33.5366 1.3541 32.1825 14.7514 4.73114 17.4311
internal_count=4633 1562 3071 3055 3020 240 2780 207 152 54 2730 2686 143 2543 68 61 2527 2493 1676 1610 347 817 205 1263 1181 90 1091 408 125 683
is_linear=0
shrinkage=0.00196078


Tree=861
num_leaves=31
num_cat=0
split_feature=0 1 3 4 4 0 4 4 0 4 3 2 0 0 0 4 2 4 3 3 2 2 1 2 0 2 2 2 2 0
split_gain=0.0827555 0.586936 0.710287 0.455628 0.775243 0.294986 0.640824 0.990673 0.452831 0.98375 0.638945 0.494898 0.391974 1.00672 0.959989 0.331912 0.735772 0.29361 0.455571 0.269167 0.223127 0.915163 1.04954 0.602397 0.905042 0.683489 0.41806 1.04316 0.474297 0.445805
threshold=85.662341410450011 61.928633034850002 -0.17949499999999999 42.686561923500008 42.720329370750001 85.823648898300021 41.976795488650005 41.362929270750008 85.990333302400003 40.518963363600001 0.10876000000000002 -0.031989999999999998 86.036037090600004 86.09518316945001 86.103248543850015 44.279556297950009 -0.080869999999999997 43.968221017800005 0.08326500000000002 0.12001500000000002 -0.06828999999999999 -0.075639999999999999 65.509659264600018 -0.054875 93.972365491700018 -0.057599999999999998 -0.076544999999999988 -0.077085000000000001 -0.078549999999999995 94.496614827150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 -3 -4 -5 6 7 -2 9 -7 11 -11 -10 -14 -15 16 -8 -6 -19 -1 21 26 -23 24 -22 -26 27 28 -16 -30
right_child=5 2 3 4 17 8 15 -9 12 10 -12 -13 13 14 20 -17 -18 18 -20 -21 23 22 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.0086138527587213444 0.00106829231016911 0.024735996130145873 -0.11095014585171743 0.11321842380065966 -0.10708686252627725 0.011100845613037312 -0.089121969777322216 0.069998612837079949 0.041087449270503548 -0.1168897347218939 0.0033471064674038525 -0.022449049487407377 -0.10699863605652651 0.10355133246451241 -0.00063536655095662792 0.018348888242185724 0.026190083645564785 -0.11298968547506261 0.078341657788298769 -0.052906780138129397 0.05571863056783808 -0.10595867136019564 -0.0082068763835983338 0.002383980677394312 -0.11577578280950934 0.060983498545159442 0.052809893531083965 -0.11475748672237247 0.10258660954412893 -0.0093209459420887913
leaf_weight=11.795253779512677 4.6444232515059394 1.2152452530572189 1.2738350554809579 0.30314582586288441 0.70828113907191415 4.0183848123997441 1.3412659498862916 3.7835722398012877 2.4896605713292947 1.7852368787862363 1.1029329122975466 0.80512188794091377 0.85694172699004312 0.91967747360467811 69.395936094078976 1.5552529506385324 0.94194322312250767 0.22507194860372692 0.27835425327066332 0.75681260786950666 4.5771667007356873 1.7705921251326788 2.8930560452186 46.578880134990413 0.60344492392869131 0.3431617613096023 1.4892633646086455 0.79327579960226913 0.86872971057891735 0.60312253146912553
leaf_count=553 29 34 191 1 69 29 30 22 18 56 7 9 12 22 1975 19 16 12 59 19 52 23 64 1138 55 9 14 21 57 18
internal_value=0.000988824 -0.00572963 -0.0390671 -0.0668709 -0.0298049 0.00171035 0.0165881 0.0320131 0.000424202 -0.0231404 -0.0603956 -0.0875362 0.00177849 0.00103535 0.00174295 -0.0172802 -0.0415497 -0.0655865 -0.00719882 0.00490454 0.00102225 -0.00236889 -0.0453191 0.00608682 0.0373108 -0.0516974 0.000369376 -0.000720445 0.000556057 0.0567301
internal_weight=170.717 16.556 4.00393 2.78869 1.51485 154.161 12.2665 8.428 141.895 7.71168 3.69329 2.59036 134.183 131.693 130.836 3.83846 2.28321 1.21171 0.503426 12.5521 129.917 77.814 4.66365 52.1027 5.52377 0.946607 73.1503 71.6611 70.8678 1.47185
internal_count=4633 938 366 332 141 3695 116 51 3579 101 72 65 3478 3460 3448 65 46 140 71 572 3426 2172 87 1254 116 64 2085 2071 2050 75
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=0
split_feature=0 0 0 4 3 2 1 0 1 2 3 3 3 3 1 3 3 2 2 2 2 3 3 3 2 2 4 3 2 2
split_gain=0.234933 0.440088 0.511707 0.999206 0.667159 0.616796 0.513219 0.818918 0.765468 0.501757 0.508226 0.385907 0.693702 0.575885 0.470848 1.215 0.476103 0.45604 0.715545 0.714403 0.663946 0.428464 1.0338 0.763764 0.611728 0.431471 0.428458 0.378286 0.372567 1.96653
threshold=85.705356740550016 85.823648898300021 85.990333302400003 40.518963363600001 0.10876000000000002 -0.031989999999999998 63.910026677050006 87.261973998100004 62.907231794400012 -0.092084999999999986 0.089505000000000015 0.11768500000000003 0.10087500000000002 0.093955000000000025 62.00390986255001 -0.17949499999999999 0.092185000000000031 -0.082275000000000001 -0.083004999999999982 -0.017745 -0.013285 0.083555000000000032 0.07771500000000002 0.090465000000000031 -0.11963999999999998 -0.13734499999999997 39.571921479100006 0.08673500000000002 -0.06828999999999999 -0.077085000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 9 3 -3 5 -5 8 -8 28 -2 -11 12 13 14 16 -16 17 18 21 -19 -21 22 24 -23 25 -1 -14 -10 29 -4
right_child=1 2 6 4 -6 -7 7 -9 27 10 -12 -13 26 -15 15 -17 -18 19 -20 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00021171141318098349 0.0011116548170072116 0.00028993031892293758 0.00024760442275373508 -0.0022646348130566608 0.00015893053348460539 -0.00026080852909215151 -0.0014166034334882577 8.1227419593961505e-05 0.0016684823859154185 0.00073839970692186441 -0.00036017798018153082 -0.001164884432227175 8.1396702503306183e-05 -0.0013277003718291734 0.00056861337952438331 -0.0019374872184690511 0.00136681276957323 -0.0023426930738483379 0.0022214450890534116 0.0020399862589583814 -0.0008991319726023402 -0.0018796990424634491 0.0015592037981455177 0.00059578353526307433 -0.0023449965838947622 0.0016746277393719896 0.0012554733782965306 0.00033305762302680321 0.00045226350709166066 -0.0014482617506760974
leaf_weight=3.7677540211516329 3.7515305113047361 4.3434651480056328 34.874613968655467 1.8251558896154167 1.1655932329595087 0.87310109939426217 1.423759345547295 98.02910367125105 2.2181030642241235 3.3708469439297897 3.1153352670371532 1.1645602319622401 2.4560897322371593 1.56172750215046 1.3873502077476589 1.6033261144566484 1.0328164224047203 0.77421591232996467 0.60892784595489402 0.42773641645908367 0.95584141777545162 1.0857273390865883 1.7326676651719024 0.85773969069123257 0.46533141750842411 0.53202911838889066 2.3274476696096826 1.2897277399897573 19.736140326596797 2.8432471454143515
leaf_count=323 26 29 293 56 7 9 22 2902 37 20 28 32 27 42 32 185 13 21 2 4 165 47 29 9 9 4 36 13 174 37
internal_value=0.000122282 0.00014615 0.000122184 -0.00035535 -0.00108073 -0.00161624 0.000146617 5.97846e-05 0.000288274 0.000540879 0.000210749 -6.54347e-05 -6.0941e-06 -0.000193737 -7.7468e-05 -0.000774928 9.29358e-05 -2.44522e-05 0.000168675 -0.000834464 9.5035e-06 2.05944e-05 0.00026219 -0.000787157 -0.000209423 2.16928e-05 0.000652648 0.00117749 0.000233983 0.000119767
internal_weight=201.601 178.86 168.622 8.20732 3.86385 2.69826 160.415 99.4529 60.9618 10.2377 6.48618 22.7413 21.5767 16.7932 15.2315 2.99068 12.2408 11.208 9.05018 2.15779 1.38358 8.44125 6.49778 1.94347 4.76511 4.29978 4.78354 3.50783 57.454 37.7179
internal_count=4633 3653 3579 101 72 65 3478 2924 554 74 48 980 948 885 843 217 626 613 423 190 169 421 365 56 336 327 63 50 504 330
is_linear=0
shrinkage=0.00196078


Tree=863
num_leaves=31
num_cat=0
split_feature=1 0 1 3 4 4 0 0 4 3 1 0 0 0 4 1 4 2 3 0 0 1 1 3 4 0 1 0 4 1
split_gain=0.40011 0.251626 0.810112 1.023 0.44743 0.854563 0.381907 0.518833 0.293279 0.444241 0.291288 0.855794 0.940425 0.909096 0.738334 0.968334 1.13889 0.612285 0.558802 0.461049 1.23654 0.724557 0.555325 0.469976 0.434795 0.890355 0.847541 1.06236 0.648057 0.666376
threshold=90.937096262400004 85.662341410450011 61.928633034850002 -0.17949499999999999 42.686561923500008 42.720329370750001 85.121961326250016 85.307464937250003 43.968221017800005 0.08326500000000002 66.859265246100009 90.321439350550008 90.767723400200012 89.861713010250014 38.621016321050007 63.910026677050006 40.679780036550007 -0.09715 0.084805000000000019 91.886121982450007 90.60910437050002 67.606656606400023 67.606656606400023 -0.16179999999999997 42.055256506450007 86.208098410950015 62.154463517850012 85.769879735700016 44.026978245600006 62.020040611300011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 -5 -6 -1 -8 -7 -10 11 13 -13 14 17 24 -17 -3 -14 20 21 -12 -21 -23 26 28 27 -16 29 -26
right_child=-2 10 3 4 5 8 7 -9 9 -11 19 12 18 -15 15 16 -18 -19 -20 22 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-4.1043407851413896e-05 -0.0011437413897815879 0.00019447201435193425 0.0005926662061834677 -0.002151659408951108 0.0022311624360814523 -0.0020946744407566212 0.0012118476117879736 -0.00020134121798783862 -0.0022319341004297041 0.0011571076886045656 0.0016801575964089566 0.0016836575100403599 0.00085495083757092184 -0.00093522720884830352 0.0010010179004154229 -0.0024915196167677261 0.00010192016093332218 0.001417598775348833 -0.0007193264084824247 -0.0015898621730326824 -0.0019261308105351881 0.00051873929865988084 0.00011929370519361087 -0.0022102093903702434 -0.0022340370814429955 0.00020449688353231423 0.00091858014664209506 8.5252463965254538e-05 0.00035135027289689633 -0.00056635772023094647
leaf_weight=11.39888832201723 0.94518013985430016 2.8938865861855447 1.4505786764493676 1.5468859080865507 0.31307268142700184 0.83706822789099511 2.5217150971293441 1.6539139251690356 0.26139521924778819 0.34493235382251441 0.92076800577342444 3.1634525991976252 2.1431764229200785 2.7228370411321512 5.613925812765955 1.1299154795706265 1.5359708922915158 3.4487005621194831 1.4556564284139311 0.73809769807848979 1.5553686702623961 0.52406386315124109 74.699972785000227 0.45180691812856821 1.2394795976579214 21.65629926789552 7.575758619233965 36.773042625747621 1.9234268963336942 3.5874330219812691
leaf_count=523 554 32 34 191 1 69 19 30 12 59 9 42 35 35 34 18 30 38 26 16 70 10 2016 44 34 206 83 269 23 71
internal_value=0.000128935 0.000135069 -7.14634e-05 -0.000779949 -0.0013827 -0.000705485 0.000144793 0.000652101 -0.00134244 -0.00030395 0.000158958 0.000230998 0.000903746 0.000180506 0.000215274 0.000164849 -0.000997289 0.000859532 0.000218187 7.05059e-05 -0.000630226 0.000432502 0.000102571 -0.000744705 0.000204381 1.06886e-05 0.000314506 0.000206541 -0.000611083 -0.000994593
internal_weight=197.027 196.081 20.3285 4.75393 3.30335 1.75647 15.5745 4.17563 1.4434 0.606328 175.753 96.863 6.76229 90.1007 87.3778 81.0353 2.66589 6.34259 3.59883 78.8901 3.45201 1.89664 75.4381 0.975871 78.3694 28.4066 49.9627 42.387 6.75034 4.82691
internal_count=4633 4079 938 366 332 141 572 49 140 71 3141 976 103 873 838 768 48 70 61 2165 133 63 2032 54 720 334 386 303 128 105
is_linear=0
shrinkage=0.00196078


Tree=864
num_leaves=31
num_cat=0
split_feature=1 2 3 3 2 0 1 3 4 4 4 3 0 4 2 3 0 0 1 4 3 4 1 1 2 0 0 1 1 3
split_gain=0.0892259 0.166178 0.138388 0.12396 0.192546 0.0761858 0.519536 0.649893 0.41182 0.692893 0.270281 0.401512 0.239593 1.09294 0.699282 0.221016 0.217752 0.344668 0.198604 0.474799 1.44233 0.81828 1.46367 0.347045 0.460136 1.06769 0.672273 1.06953 0.857283 0.932086
threshold=89.89935142405001 -0.088880000000000001 0.078770000000000021 0.078385000000000024 -0.045684999999999996 85.662341410450011 61.928633034850002 -0.17949499999999999 42.686561923500008 42.720329370750001 43.968221017800005 0.08326500000000002 85.769879735700016 41.909642283050012 -0.084259999999999988 0.12001500000000002 85.121961326250016 85.307464937250003 61.987779113750001 40.574766824850009 0.092185000000000031 42.206017975500011 61.923256118600001 62.009286778800011 -0.095074999999999993 86.264556031700025 87.380266155850009 62.186725015400008 62.154463517850012 0.091885000000000022
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 4 -3 6 15 -8 -9 -10 -11 -12 13 -7 -15 16 -1 -18 19 20 -14 22 -21 -20 25 -25 27 28 29 -26
right_child=1 2 -4 -5 -6 12 7 8 9 10 11 -13 18 14 -16 -17 17 -19 23 21 -22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.00038291856273459064 -0.10126259770419294 -0.11025001634173776 -0.10045761232337913 0.099186152898204455 0.042640494840582903 0.046242268614919757 0.022670936979334581 -0.10995853766792148 0.11181523552448991 -0.10647346651273593 -0.11176408395711473 0.073683287914018278 -0.048927230209824812 -0.086717766445580297 0.016668706971718541 -0.048030486596837375 0.058864509018487311 -0.0072485111351394196 0.025550698815051461 0.008626480288501881 0.053852188036560028 0.016154358394924389 -0.091101134799253747 0.058413724222669862 -0.045499224445518537 0.0044480626740371378 0.0019496793675554533 -0.099238071195900918 0.052192301453081416 0.0018637520128760247
leaf_weight=8.6454816646055388 0.24203576252330095 0.12764040120964637 0.11902826701816593 0.14045375143177807 0.23225097511749382 5.0733595211058846 1.211619534675265 1.1700688907885699 0.27780911326408375 0.6494344679158528 0.20706118165981025 0.26767881895648316 2.2723459315020582 1.2660697470419111 1.3537515101488677 0.75204386655241329 1.813721263781191 1.3950782909523693 6.1178203793242565 2.6849058964289707 3.4208551701158285 3.2854768797988072 3.2568367747589946 4.0507346550002685 7.5966617590747871 38.613567709765448 61.545781393431753 1.5380435157567252 1.8468125034123648 9.1715059727430326
leaf_count=508 293 10 237 3 69 33 34 191 1 69 12 59 35 33 14 19 16 29 48 29 20 30 32 35 148 1213 1278 26 30 79
internal_value=0.00110168 -0.0310009 -0.00354437 0.0195105 -0.0115842 0.00126485 -0.00521497 -0.0377129 -0.066158 -0.0296029 -0.0645506 -0.00720088 0.00195856 0.019157 -0.0332944 0.00453899 0.00787404 0.0301208 0.00104859 -0.00988072 0.0128295 -0.0238929 -0.046037 0.00229835 0.0011545 0.0095718 -0.00324114 -0.0190935 -0.0124716 -0.0195936
internal_weight=170.346 0.861409 0.619373 0.500345 0.359891 169.485 16.39 3.78367 2.57205 1.40198 1.12417 0.47474 153.095 7.69318 2.61982 12.6063 11.8543 3.2088 145.401 14.9204 5.6932 9.22722 5.94174 130.481 124.363 42.6643 81.6988 20.153 18.615 16.7682
internal_count=4633 612 319 82 79 4021 938 366 332 141 140 71 3083 80 47 572 553 45 3003 146 55 91 61 2857 2809 1248 1561 283 257 227
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=0
split_feature=1 3 1 2 2 3 2 1 1 0 2 2 0 2 3 1 0 1 0 4 3 1 1 3 1 0 2 2 0 1
split_gain=0.214507 0.683299 0.533015 0.429408 0.79268 0.549382 0.724203 0.534456 0.965323 1.14219 0.954956 1.21673 0.690234 0.684864 0.613197 1.33792 1.38583 1.0256 0.54774 0.581309 0.495867 0.389258 0.388337 0.417549 0.380472 0.357662 0.293662 0.408508 0.459033 0.704409
threshold=69.873026810350026 0.4149000000000001 70.077349628250019 -0.059424999999999999 -0.068964999999999985 -0.222165 -0.027754999999999998 75.28220456885002 75.629015667650023 97.491557184450016 -0.095854999999999996 -0.079369999999999996 94.230457472250009 -0.096559999999999993 0.09117500000000002 72.04530097975001 93.910530954700008 71.246828915000023 100.19345760555002 41.11191809080001 -0.21029499999999998 71.104340634100012 72.62331947780001 0.08919500000000001 73.007768990450018 100.53758024625002 -0.07490999999999999 -0.077679999999999985 101.91675926715001 80.677940036650014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 7 6 -5 10 -9 -10 13 12 -12 14 15 16 -4 -16 19 -11 -17 -6 -22 -24 -19 -20 27 28 -27 -30
right_child=1 -3 3 5 21 -7 -8 8 9 18 11 -13 -14 -15 17 20 -18 24 25 -21 22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00016036041237970259 -0.00099544816790999723 -0.0020835556276708172 0.0010483727911093405 0.0010124855158366235 0.00019401910838417338 0.00031489135717756159 -0.0019411626507490395 0.001186052554422554 -0.0023226795301881323 -0.00017798757841840223 0.00021318793259752998 8.2298789189574399e-05 -0.0021872537536838273 0.0020664773924814355 0.0013433884727329861 0.0017615736360813634 -0.0024193092714263945 8.3342563625902883e-05 -0.0021391547354546289 0.0011114440873479727 0.00063886796348575634 -0.0023093595456367614 -0.0021286853898313065 0.00028448198674984937 -0.0021773133259719041 0.00065246479514292932 -0.0021150486162124799 0.0020858008830915691 -0.0016200797977037071 -5.0406336194694057e-05
leaf_weight=129.72772736014849 1.8494040539953847 0.58623729279452064 0.58734459412516882 0.48387462890241295 0.32770169898867496 27.085090688837681 0.93754477459879371 3.1821794333518509 0.77096760149288712 2.1950601419084732 0.56211987377901129 2.5063905185088506 2.5487233356689103 0.62501737289130588 2.322378013748676 0.75217577049625139 1.8040457878378218 0.6490607530577106 0.33478755108080704 3.4679111142177135 1.3755527813918891 0.88032070740882773 0.5517485695563662 0.55093880742788315 0.51202826542430557 2.349898500426205 0.26532676155147683 0.34045664177392509 1.3538064666718126 5.8439297075847207
leaf_count=2099 31 44 18 5 4 721 87 37 71 45 8 42 113 4 22 17 160 24 14 35 9 61 47 2 23 54 16 3 111 706
internal_value=0.000113693 2.41374e-05 4.2575e-05 7.20338e-05 -6.83218e-05 0.000252534 -0.000935692 -1.50985e-05 0.000195251 8.93203e-06 -0.000290643 -0.000934374 -0.0017535 8.09783e-05 -5.53132e-05 -0.000455858 -0.00156762 0.000591108 0.00012023 0.000611639 0.000367149 -0.00163026 -5.60762e-05 -0.000922988 -0.000913583 -0.0001451 -7.935e-05 -2.47262e-05 -9.99849e-05 -0.000345643
internal_weight=197.33 67.602 67.0158 65.1664 36.6599 28.5065 1.42142 35.4518 20.1043 16.9221 15.3475 5.61723 3.11084 9.73029 9.10527 5.62181 2.39139 3.48347 16.1512 5.66297 3.23042 1.20802 2.47824 1.10269 1.16109 10.4882 10.1534 9.88809 9.54763 7.19774
internal_count=4633 2534 2490 2459 1646 813 92 1581 1092 1055 489 163 121 326 322 253 178 69 984 80 75 65 58 49 47 904 890 874 871 817
is_linear=0
shrinkage=0.00196078


Tree=866
num_leaves=31
num_cat=0
split_feature=4 3 2 1 1 4 3 4 3 3 3 2 1 2 1 2 4 2 4 3 2 3 4 2 3 1 2 1 3 1
split_gain=0.0826536 0.355583 0.238417 0.17541 0.259333 0.124612 0.18276 0.331676 0.155648 0.150904 0.463067 0.453142 0.388692 0.780574 0.714228 0.455005 0.560887 0.392298 0.339905 0.514819 0.337844 0.291429 0.604308 0.351801 0.299873 0.404992 0.34602 0.294321 0.26609 0.895383
threshold=49.292797572200008 -0.25098999999999999 -0.15781499999999998 89.721913187450014 90.679004281900021 48.823707093150006 -0.42796999999999996 35.887362732750006 -1.0000000180025095e-35 -0.10696499999999999 -0.12193999999999999 -0.24150999999999997 73.007768990450018 -0.033594999999999993 70.940344688150006 -0.033594999999999993 40.21994457600001 0.63131000000000015 41.559097512700014 -0.225495 -0.102645 1.0000000180025095e-35 41.909642283050012 0.04932000000000001 0.072890000000000024 83.602982482550019 0.20852500000000004 65.036490633650018 -0.067414999999999989 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=5 -2 -3 -4 -5 6 7 -1 -7 10 11 -8 14 -14 15 16 20 -15 -17 -20 -13 22 23 28 27 -26 -27 -23 -11 -30
right_child=1 2 3 4 -6 8 9 -9 -10 21 -12 12 13 17 -16 18 -18 -19 19 -21 -22 24 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.037722407847707612 -0.10946902620446508 0.019974111480018611 -0.10206173617577781 0.099070195349692788 -0.10134824813288559 -0.00030172531489389799 -0.10298584747085722 -0.071559393157331425 0.046314047442321704 0.010715440617215001 0.058293572839299923 -0.014003311839219655 0.063480313099259833 -0.10643343244927905 -0.073878984273638801 0.072664941257564411 0.0066226254955280605 0.058870242587876168 0.073010301651982967 -0.11103257873152064 -0.12303308911451286 0.073199101076470138 -0.10739827187998195 -0.072652256049266548 0.0012044889604959604 -0.076607314157963013 0.074543224009851791 -0.0048784448381433967 0.044166208011356518 -0.12411191416503985
leaf_weight=0.40794352812736068 0.35650049836840514 1.4922945986909331 0.33926686937047512 0.14069510065019131 0.11931404724600725 1.4965437043574641 0.38219416773973058 0.87006369805294526 1.3737891451455642 4.3320916150478288 1.7848598481168654 0.56830934662866639 2.5538332095711671 0.47846788418974107 1.208227434195577 1.5695727101992791 7.8598666712641716 0.20510947797447443 0.31655534265519247 0.29236756700811362 0.56849620118737199 1.1330707008019079 0.70523210061219277 0.78249898993726663 134.94880270604335 1.0904165003935293 0.17588407884250035 0.84126472170737532 0.62173920404165961 0.64340711189106514
leaf_count=51 19 76 167 4 48 42 105 106 36 74 85 36 97 76 25 33 147 8 23 34 7 11 113 41 2466 586 35 37 5 40
internal_value=0.00108594 -0.0171556 -0.00142117 -0.0546989 0.00710137 0.00135301 0.000992228 -0.0366763 0.0220094 0.00128746 0.00998119 0.00459277 0.00722489 0.0380761 -0.000840588 0.00705612 -0.00287318 -0.0568336 0.0480618 -0.0153558 -0.0685272 0.000222969 -0.0195577 -0.00984753 0.00123712 0.000676294 -0.0556131 0.0399302 -0.00106738 -0.0414139
internal_weight=169.659 2.44807 2.09157 0.599276 0.260009 167.211 164.34 1.27801 2.87033 163.062 17.7879 16.003 15.6208 3.23741 12.3834 11.1752 8.99667 0.683577 2.1785 0.608923 1.13681 145.274 7.08497 6.37974 138.189 136.215 1.2663 1.97434 5.59724 1.26515
internal_count=4633 314 295 219 52 4319 4241 157 78 4084 676 591 486 181 305 280 190 84 90 57 43 3408 273 160 3135 3087 621 48 119 45
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=0
split_feature=4 0 1 4 3 3 4 3 4 4 3 1 2 1 1 4 3 2 4 0 2 2 4 3 0 3 3 4 0 2
split_gain=0.0730176 0.278516 0.195289 0.280843 0.197186 0.282026 0.17999 0.153217 0.28059 0.160454 0.165636 0.160391 0.220859 0.176062 0.510289 0.35987 0.169599 0.174445 0.140356 0.148709 0.54579 0.14663 0.39152 0.713632 0.751145 1.03856 1.11425 0.760421 0.653729 0.502245
threshold=49.064150740050003 71.144667506050013 55.855406118200008 49.960114208400007 0.079205000000000012 0.074735000000000024 48.823707093150006 -0.42796999999999996 35.887362732750006 33.036871954450007 0.088565000000000019 55.887667615750004 0.11061500000000003 58.309968391300011 60.87206898960001 37.572218886150004 0.087125000000000022 -0.13734499999999997 34.424709467050008 82.605564516150011 -0.55354000000000003 -0.064729999999999996 39.896141435400004 -0.11595499999999999 91.498984011650009 0.090665000000000009 0.094780000000000017 35.374259656300005 85.823648898300021 -0.14510999999999999
decision_type=2 2 2 2 2 2 2 2 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 8 -1 10 -9 12 -11 16 15 -15 17 -13 -16 20 -20 22 23 -21 28 -26 -27 -28 -25 -30
right_child=1 2 3 4 -6 -7 -8 9 -10 11 -12 13 -14 14 18 -17 -18 -19 19 21 -22 -23 -24 24 25 26 27 -29 29 -31
leaf_value=0.034360272396785234 -0.11058584134270742 0.038811024551968727 -0.075861379262233852 0.015941312498491247 0.047768009633543433 -0.10218744154231925 0.030616080574675471 0.012024891812306017 -0.067198693970114465 -0.085863117711530879 -0.080500793701182266 0.018085466642284997 0.073707212030616615 0.0096658483619154103 0.030533971327250432 -0.11184340388866187 -0.015454411406620724 0.085561430797849461 0.10359391390531072 -0.098413254638967093 -0.10512076259870598 0.0055493712064217807 0.0022613477737496537 -0.040058687966775801 -0.08965542950216486 0.029849786350954324 0.029439348703629527 -0.095285116929223687 -0.018252868845819097 0.037833444357145918
leaf_weight=0.4033316224158614 0.27331501524895374 0.75251786597073111 0.63937233647084246 0.55960347653308395 0.59795339460106334 0.31636222222005017 2.0628120628534807 0.32317387983584822 0.83572787631783285 0.42530387486294685 0.48209757839299527 0.88602414356137171 0.10896017216145992 0.38105056807398685 1.6636059838178869 0.67640561626467388 0.59566913172602642 0.67505865520797592 0.17327759694308043 0.94613578800636133 0.45241897711821266 57.288292510049374 79.315681453619163 2.1537210330134133 2.2622161377535113 3.1543136829168361 0.67921967523670934 1.7438119424239173 2.2198353935964406 5.6870409548282623
leaf_count=51 16 10 67 39 54 159 47 132 106 141 81 48 2 8 84 62 17 17 8 54 211 1179 1541 26 188 45 12 141 33 54
internal_value=0.000975354 -0.0141335 -0.00493475 -0.0205121 0.00349789 -0.0267219 0.00126177 0.000891489 -0.0341398 0.00115894 -0.0433681 0.00138098 -0.0533196 0.00156255 0.00117711 -0.068058 0.029942 0.0472641 0.00164124 0.00133328 -0.0473203 0.00152911 -0.000817151 -0.0137732 -0.00929942 -0.0325054 -0.00932486 -0.0603226 0.00878345 0.0220874
internal_weight=168.734 3.13912 2.86581 2.11329 1.47392 0.875966 165.595 163.532 1.23906 162.293 0.805271 161.488 0.534264 160.954 158.797 1.05746 2.15675 1.56108 157.74 156.076 0.625697 155.45 98.162 18.8463 17.9002 7.83956 5.57735 2.42303 10.0606 7.90688
internal_count=4633 345 329 319 252 198 4288 4241 157 4084 213 3871 143 3728 3646 70 82 65 3576 3492 219 3273 2094 553 499 386 198 153 113 87
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=0
split_feature=4 3 2 0 0 1 0 4 4 3 3 3 1 4 2 1 0 3 4 3 1 0 1 4 2 3 1 1 1 0
split_gain=0.0688573 0.326502 0.206575 0.133917 0.107713 0.279 0.118751 0.0975181 0.301405 0.282747 0.341812 0.487365 0.327802 0.1993 0.306217 0.171269 0.113638 0.311588 0.323767 0.287717 0.234977 0.370495 0.347155 0.348347 0.329417 0.225624 0.162913 0.676981 0.238178 0.520686
threshold=49.292797572200008 -0.25098999999999999 -0.15734499999999998 119.82189041595002 85.57362229215002 87.143681840350013 100.01333091085002 47.927946529500012 46.095286511800005 -0.23921499999999998 -0.15544999999999998 0.070640000000000022 70.182199495350019 47.079243513300007 -0.088465000000000002 81.339300736700025 102.75018128760001 0.090850000000000028 44.749265482150008 0.089835000000000012 82.299080289250014 103.57284947555002 82.815264250350012 45.044778924400006 -0.18437499999999998 -0.222165 81.573196594050017 83.116371560950014 74.927328095600004 96.978061681550017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 4 -4 -3 6 -6 8 16 -9 -11 -12 -13 -10 -15 -14 26 19 -19 20 21 -18 -22 24 25 -24 28 -28 29 -1
right_child=1 2 3 -5 5 -7 -8 9 13 10 11 12 15 14 -16 -17 17 18 -20 -21 22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0012326423918548567 -0.10887705666492804 0.056561455121371222 -0.10186680368764439 0.019424123098295377 -0.10634558756162493 0.047533213706883973 -0.010224398080505967 -0.027158917477883626 -0.092217395816084929 0.085928561235454393 -0.080790585196461595 0.086793585711663387 -0.024373603058224252 -0.050513583473278938 0.081046623854275593 0.043623782627277237 3.5237205745150702e-05 -0.10359292749105609 0.10314332333614683 0.071631995611600593 0.081318604474533651 -0.10467736048420601 0.074461873472481954 0.077753651925820511 -0.10236151421287983 -0.10323015819588491 -0.10476041406841829 0.026196994598343921 0.01102875107071742 -0.038085706804250635
leaf_weight=126.09171517782215 0.32693786830350324 0.45961762592196476 0.28537055854030646 0.13366704272084462 0.23690443346276857 0.56233713570691179 0.28095513593871146 1.1756337881670331 0.54768433879871625 0.82226728933164883 0.46555103291757349 0.72777609899640117 0.85514284577220656 0.6726810753607424 0.24005873418354895 0.65349050314398482 0.79356791825557571 0.59248010960453701 0.086858481168746948 0.44856261871791492 0.49565870634978626 0.58846194649049721 0.25063769817643333 0.28040367117500864 0.50516175744792202 0.099955437074299991 0.6923249406281673 0.91837930251494981 23.995653753988336 3.4605383599118786
leaf_count=2456 19 9 174 33 12 38 29 30 65 14 34 11 24 61 20 34 23 236 1 25 17 75 30 9 396 96 100 33 454 75
internal_value=0.000871528 -0.0163661 -0.00092576 -0.0631767 0.0160149 -0.00123741 -0.0541968 0.00110966 0.000694566 0.0153082 0.0294746 0.0122944 0.0316718 -0.0445279 -0.0159121 0.00508063 0.00110915 -0.0152383 -0.0771602 -0.00308893 -0.0142099 -0.0445509 0.0114866 -0.0189781 -0.0506741 0.0238012 0.00154553 -0.0300921 0.0018774 0.000182389
internal_weight=167.746 2.28579 1.95885 0.419038 1.53981 1.0802 0.51786 165.461 160.761 4.69986 3.52423 2.70196 2.23641 1.46042 0.91274 1.50863 159.3 4.14175 0.679339 3.46241 3.01385 1.38203 1.63182 1.13616 0.855755 0.350593 155.159 1.6107 153.548 129.552
internal_count=4633 314 295 207 88 79 41 4319 4172 147 117 103 69 146 81 58 4026 908 237 671 646 98 548 531 522 126 3118 133 2985 2531
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=0
split_feature=4 2 2 2 0 2 0 4 4 2 3 2 1 4 2 3 0 2 1 1 0 4 3 4 3 4 3 0 3 3
split_gain=0.357426 0.436049 0.919656 0.755004 2.1581 0.715701 0.699612 1.32025 1.92532 1.08825 1.39069 1.92222 1.25065 1.16006 1.22739 0.883304 0.796886 0.996916 0.771078 0.768448 0.710788 0.728158 0.701494 0.692 0.595103 0.835053 0.639363 0.808351 0.708832 0.574003
threshold=42.154118731400011 -0.064729999999999996 -0.053874999999999999 -0.043559999999999995 95.44832900530001 -0.068964999999999985 86.208098410950015 41.243661560350013 40.574766824850009 -0.087660000000000002 0.078385000000000024 -0.08158 70.816675614150014 39.683197198900011 -0.079789999999999986 -0.11595499999999999 86.393602021950016 -0.088274999999999992 58.793890854750011 62.020040611300011 85.732241321850012 38.110427674550003 0.091705000000000023 39.656620114300004 0.083905000000000021 37.232443001650005 -0.067414999999999989 91.625341543800019 -0.22831499999999999 -0.25420999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 4 -4 6 7 8 15 16 -11 -12 13 -13 -15 18 -8 24 -1 -9 21 -17 -14 -23 25 29 28 -28 -27 -18
right_child=-2 2 3 -5 -6 -7 9 19 -10 10 11 12 22 14 -16 20 17 -19 -20 -21 -22 23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0008327076121745139 -4.8729219222705441e-06 0.00092866449341155602 -0.0017969210182013282 0.00028811420901911187 0.00061404151613730104 -0.0012564313780142173 -0.0013467569415492428 0.00046958157430583049 -0.0024762789484267409 0.001470242661594264 -0.0020709127715329914 0.00037710908778219106 0.0016874647086855981 -0.00031854512237964949 -0.0025075999858336605 0.00043386289043830688 0.00023384580336736446 0.0016147340967050008 -0.0023515381076206028 0.0015251733192104676 0.00084328508773429069 -0.0023981752872406998 -9.8822084307206476e-05 7.7793846475506556e-05 0.00026435924781429679 -0.00013893473904766197 1.0620453059298348e-05 -0.0022887194995115916 0.0014992638655624887 -0.0023288115261183911
leaf_weight=0.43338932082406134 67.505787333102489 7.7164906126781707 2.5847781850025049 44.599798433829164 3.1878845709579764 1.5239238814392582 1.3373798765242089 7.078850958729161 1.1501303447876114 1.2506211191939645 2.9844861764067891 2.0875901002436859 1.494274974040309 1.9381661824882011 2.0018827049061678 2.6889840103322076 0.47293870878274891 1.8065664147598059 0.89860557846986922 4.2393110119737685 5.6659705638885498 0.89293293451191835 1.9460134801938691 0.84436601083143614 27.420781634582227 3.0558580004726537 1.6269536409527066 0.92036873376491701 1.520867357496172 1.1609177097175143
leaf_count=45 2024 99 28 858 23 38 10 54 86 19 111 24 22 11 35 111 27 13 62 42 25 20 36 24 496 60 12 102 24 92
internal_value=0.000111839 0.000169545 0.000298313 0.000201751 -0.000465496 7.41877e-05 0.00010055 0.000379134 -5.81585e-05 -2.49753e-05 -0.000500818 -0.000698776 -0.00026625 -0.000804638 -0.00143077 0.000185285 0.000140845 0.00019322 -0.00131548 0.000864962 0.000383359 -0.000205381 0.000677044 -0.0011948 0.000122238 -0.000322741 -3.27862e-05 -0.00082015 0.000405446 -0.00158702
internal_weight=204.037 136.531 58.089 50.3725 5.77266 78.4421 76.9182 23.8925 12.5744 53.0257 13.703 12.4524 9.46793 6.02764 3.94005 11.4242 39.3226 37.9853 1.33199 11.3182 10.0923 4.42628 3.44029 1.7373 36.1787 8.7579 7.12405 2.54732 4.57673 1.63386
internal_count=4633 2609 1008 909 51 1601 1563 469 373 1094 258 239 128 70 46 287 836 826 107 96 180 155 58 44 813 317 198 114 84 119
is_linear=0
shrinkage=0.00196078


Tree=870
num_leaves=31
num_cat=0
split_feature=0 3 2 0 1 1 0 3 4 1 1 4 2 1 3 3 4 4 3 3 2 1 0 0 0 2 1 0 0 2
split_gain=0.0720455 0.119576 0.115202 0.156444 0.0852723 0.134579 0.0649438 0.437157 0.264699 0.149928 0.519257 0.301987 0.278242 0.483496 0.355896 0.154285 0.297034 0.115514 0.10795 0.210415 0.0999234 0.461313 0.644827 0.797305 0.573763 0.417747 0.693507 0.332091 0.519121 0.695433
threshold=113.1679565431 -0.15544999999999998 -0.16262999999999997 119.82189041595002 93.155074220050025 93.840631043300007 71.249517373150013 -0.23921499999999998 49.247968080500009 58.309968391300011 60.87206898960001 37.572218886150004 -0.23557500000000001 57.027573863050009 -0.225495 -0.27651499999999996 36.016191615950007 36.377496227400009 -0.15544999999999998 0.070640000000000022 -0.031989999999999998 61.907125369850007 85.866664228400012 85.683849075550015 85.662341410450011 -0.016014999999999998 62.00390986255001 93.308316333500017 100.35207663525001 -0.016679999999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -3 -6 7 -1 18 12 11 -11 -8 14 -14 16 -12 -16 -9 -20 -17 -22 23 24 -23 26 -24 -28 -29 -30
right_child=1 4 3 -5 5 -7 9 8 -10 10 15 -13 13 -15 17 20 -18 -19 19 -21 21 22 25 -25 -26 -27 27 28 29 -31
leaf_value=-0.10948767836740991 0.079124742554450761 -0.10503673714617755 -0.10480118515209047 0.027924446084157825 0.10079362023770827 -0.1004443978854803 -0.044470576899550335 0.089929680494064052 -0.10572302940008121 -0.0022556029666801806 0.029329918440854974 -0.11040129110243171 0.028172836155382713 0.078128713247551579 0.0055869008693746917 4.0925685119229041e-05 -0.080406624644407509 -0.10350980403039732 -0.10216251007709831 0.051803338607476483 0.056568149482344655 -0.076866297687393295 0.091657060043545346 -0.12105805438227651 0.084521531261421215 0.00089980170069389992 -0.0040526472816605329 0.073040720020148178 -0.12442131889902888 0.10077300219254755
leaf_weight=0.39130172375007533 0.1460133559685346 0.24553600032606837 0.14926033777737757 0.21926881510898966 0.062792186903607217 0.070592713466965051 0.53650202188873697 0.28434495519468328 0.14610800065565854 0.42354958815849275 0.40638978726928943 0.66143991070566699 1.1062825928092936 1.3407085228245703 0.13297512801363964 120.17281447223741 0.62757904271711595 0.3592688290445949 0.12019551862431288 0.33940931718098 1.7144587170332659 0.39910979063279117 1.3715120078995777 0.90499758441001177 0.49165878398343921 28.561442006845258 4.0109226524364203 1.633164457511157 0.35419682229257876 0.22376738488674164
leaf_count=105 32 85 28 38 6 274 25 29 17 29 19 67 31 22 15 2662 47 54 61 18 23 53 11 15 6 702 58 15 76 10
internal_value=0.000878837 -0.0274419 0.00395219 -0.0258316 -0.0700724 -0.00570972 0.00103061 -0.0213957 0.0173327 0.00120432 0.000763302 -0.0681842 0.0217541 0.0338421 -0.00330167 0.00122831 -0.0372759 -0.0740383 0.0415003 0.0115383 0.00147739 0.00582942 0.00353725 -0.0549512 0.0122115 0.00644229 0.0272891 0.0131006 0.0442161 -0.037234
internal_weight=167.608 0.893463 0.514543 0.368529 0.378921 0.133385 166.714 1.28136 0.890058 165.433 161.957 1.08499 3.47574 2.93924 1.59853 160.872 1.03397 0.492244 0.74395 0.459605 159.838 39.6652 37.9508 1.79577 0.890769 36.155 7.59356 6.22205 2.21113 0.577964
internal_count=4633 463 98 66 365 280 4170 230 125 3940 3793 96 147 122 100 3697 66 69 108 79 3631 969 946 74 59 872 170 159 101 86
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=0
split_feature=0 0 2 3 0 4 3 2 1 1 0 2 2 4 2 2 3 2 0 1 0 1 1 1 3 3 2 3 3 3
split_gain=0.262687 0.452232 0.552879 0.587493 0.456091 1.66959 0.840349 0.434456 0.380905 0.906259 0.868036 0.488755 1.79429 1.677 1.57657 1.33052 1.04989 0.946333 1.89801 1.44541 0.721988 0.609554 0.69728 0.603186 0.536682 0.403711 0.36468 0.792718 0.754177 0.784508
threshold=85.705356740550016 85.823648898300021 -0.092084999999999986 0.089505000000000015 85.990333302400003 40.518963363600001 0.10876000000000002 -0.038374999999999999 63.910026677050006 62.907231794400012 87.261973998100004 -0.06828999999999999 -0.077085000000000001 42.283941020600004 -0.079369999999999996 -0.059424999999999999 0.12376500000000003 -0.083330000000000001 86.780739992750014 62.00390986255001 87.261973998100004 62.041548276350007 62.186725015400008 62.046925192600007 0.096480000000000024 0.088145000000000015 0.20852500000000004 0.12001500000000002 0.10087500000000002 0.093955000000000025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 -2 -4 5 -3 7 -7 9 11 -10 12 14 15 17 -13 -15 19 -19 -6 23 -21 25 24 -17 -23 27 28 29 -1
right_child=1 4 3 -5 8 6 -8 -9 10 -11 -12 13 -14 16 -16 20 -18 18 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00010063642708108544 0.0011253063918016902 0.00046911348863349701 0.00075767171017288428 -0.00040059108185918669 -0.0007525454433398198 -0.0023033305077598174 0.00015239489553814703 -0.00069259790678983081 -0.0014547564642071924 0.0011748790374032942 8.2277132234674096e-05 0.0021118300050966391 -0.001401790447298174 -0.0013689232933923037 0.0015930848208152559 8.9838925709489806e-05 0.00039866820996132754 0.00020364207367316173 -0.0019157900563923499 0.0010936059598632545 0.0014468446502271719 0.0002695148473174258 0.0008416959671469741 -0.0004723033039453269 0.0010731489308942648 -0.00049811134689154736 0.0013240048474612248 -0.0017773667023357053 0.00062904580985522504 -0.0015238700676820547
leaf_weight=16.588496917298485 3.8228547181934118 4.8043585205450636 3.4459505192935449 3.2921062773093581 4.6949968929402521 2.0154402791522443 1.2067835284397004 0.9460002621635798 1.4325935054803256 3.8544963747262946 101.41038658298748 2.3301272615790412 2.9668134283274403 2.753908723127096 2.8165825530886641 4.4389174077659828 2.4336107727140188 4.4133163727819946 2.5707743167877197 4.4562283158302334 2.5898217931389818 7.6862975880503672 5.7235485911369315 2.8999972604215136 4.1097752582281828 4.0074318759143353 0.69312883043312368 1.0591400586999942 5.0331567895482285 1.6358746336773027
leaf_count=828 26 29 20 28 33 55 7 10 22 50 2902 14 37 39 80 30 10 24 36 27 33 32 40 21 27 21 25 28 58 41
internal_value=0.000110328 0.000135553 0.000529689 0.000191763 0.000111979 -0.000318718 -0.00122679 -0.0017888 0.000135038 0.000252851 6.08664e-05 0.000194486 6.44435e-05 0.00043179 0.000184051 0.000739671 -0.000539697 6.57697e-05 -0.0005765 0.000234604 0.000511919 0.000446489 0.000280923 0.000300428 0.000562564 6.44996e-06 -7.84075e-05 -0.000118382 -4.28326e-05 -0.00022839
internal_weight=212.133 187.123 10.5609 6.73806 176.562 8.97258 4.16822 2.96144 167.59 64.7466 102.843 60.8921 39.336 21.5562 36.3692 16.3686 5.18752 33.5526 6.98409 26.5685 14.0385 21.8735 17.4173 11.4487 8.54869 11.6937 25.0098 24.3167 23.2575 18.2244
internal_count=4633 3653 74 48 3579 101 72 65 3478 554 2924 504 330 174 293 125 49 213 60 153 111 120 93 78 57 53 980 955 927 869
is_linear=0
shrinkage=0.00196078


Tree=872
num_leaves=31
num_cat=0
split_feature=4 3 2 1 1 1 1 0 4 0 1 1 2 0 1 0 4 0 4 4 1 2 0 1 2 2 3 0 3 3
split_gain=0.0693889 0.233432 0.2226 0.164425 0.0816199 0.771244 0.462625 0.360788 0.62275 0.320564 1.40884 1.03381 0.497612 0.419998 0.358377 0.810508 0.381809 0.634195 0.58719 0.442024 0.358632 0.992347 0.793389 0.635954 0.380343 0.317379 0.40845 0.268891 0.254926 0.249283
threshold=33.036871954450007 0.088565000000000019 -0.10771499999999999 58.960575258850007 69.873026810350026 70.077349628250019 69.545034918450014 92.773313165550022 36.654713368950006 90.321439350550008 66.859265246100009 67.606656606400023 -0.040509999999999997 90.767723400200012 66.52858489605002 89.861713010250014 36.558960102350007 89.576736448400013 37.041406607950009 37.688226470200007 63.910026677050006 -0.088039999999999993 89.057864029250013 62.907231794400012 -0.27494999999999997 -0.10771499999999999 0.080545000000000019 87.261973998100004 0.08674500000000003 0.077990000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -3 6 -6 7 9 -9 14 13 -12 -13 -11 15 16 17 29 -18 -20 23 22 25 24 -21 26 -22 -28 -10 -2
right_child=4 3 -4 -5 5 -7 -8 8 28 10 11 12 -14 -15 -16 -17 18 -19 19 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10261688977226964 -0.045387517334441858 0.033218312932427392 0.060112808579433887 -0.10860726226616416 -0.07685240439303459 -0.00022073106165618122 0.044439934975274237 0.039319471712776478 -0.035959182161127076 0.084454575766872403 -0.089356992197381968 0.066004699963059535 -0.029216606583920158 0.026228694858018427 0.053381012853379255 -0.056470279082621824 -0.086781892583913292 0.10437674202410965 0.06618427833507988 -0.049065923622416928 0.064754694983395603 -0.11046980283206598 -0.10882017949507428 0.057283460928959688 0.0013349504343765557 0.10714644935347276 -0.088974153446084669 0.045762417775504126 -0.11121348223982795 0.02859506826053252
leaf_weight=0.10889321741558433 0.65280674373207137 0.10570004413602874 0.36860673419573586 0.36068994517063402 1.3453650688752521 55.163643053056148 2.5843574977479866 0.79779186844825689 1.1208384798665063 2.5211260775104147 1.5100724211079071 1.0917606831062587 1.1035435516387222 2.4357103183865547 1.2833475919906039 2.4600220709107807 0.76436458311218203 0.94711040705442417 1.0358409190084774 1.5256002369569461 0.70044681490981042 1.0814021267578926 0.48038469627499569 2.0135106900706878 80.620881710528934 0.46286358870565925 0.44846694404259324 0.22116116061806679 0.75226272831787344 1.5064269001595674
leaf_count=121 62 6 57 75 30 2340 30 5 43 42 53 26 15 28 23 34 20 10 27 42 27 52 9 32 1277 4 67 2 28 46
internal_value=0.000891244 -0.0261457 0.0230025 -0.0764647 0.0010444 -0.00204518 0.00262981 0.00162502 -0.0346691 0.00254941 0.020975 -0.0256697 0.0181385 0.0558433 0.000890376 0.000180696 0.00168795 0.0361529 0.000489806 0.00124279 0.000474483 -0.0313921 0.00557413 0.00175987 0.00039892 0.0355551 0.0113688 -0.0444741 -0.0661823 0.00622772
internal_weight=167.575 0.94389 0.4775 0.46639 166.631 56.509 110.122 107.538 2.67089 104.867 8.66221 3.70538 2.1953 4.95684 96.2046 94.9213 92.4613 3.10634 89.3549 88.5906 87.5547 3.39473 2.31332 84.16 82.1465 1.83294 1.37007 0.669628 1.8731 2.15923
internal_count=4633 259 178 81 4374 2370 2004 1974 76 1898 164 94 41 70 1734 1711 1677 118 1559 1539 1512 161 109 1351 1319 100 96 69 71 108
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=0
split_feature=4 4 0 0 1 4 3 1 2 0 0 2 2 2 0 0 2 3 2 1 2 4 4 4 4 2 4 2 0 1
split_gain=0.263842 0.491546 0.447893 0.357295 0.955669 0.98189 0.60502 0.557523 0.452255 0.438299 0.541896 0.665291 0.508105 1.17368 1.05407 1.40643 1.23001 1.05382 0.996764 0.822237 0.619857 0.855588 0.53545 0.53103 0.654645 0.496143 0.440506 0.430526 1.57624 0.924071
threshold=42.081757894750005 42.027798546600003 103.57284947555002 85.121961326250016 58.309968391300011 38.171717059500004 0.093325000000000033 57.027573863050009 -0.016014999999999998 85.799452775150016 85.705356740550016 -0.07490999999999999 -0.066979999999999998 -0.087660000000000002 86.264556031700025 87.261973998100004 -0.081844999999999987 0.091290000000000024 -0.072755 74.757955233350017 -0.053874999999999999 41.489621506400006 41.808689985400001 41.835830569250014 41.559097512700014 -0.075639999999999999 41.11191809080001 -0.040509999999999997 95.44832900530001 63.910026677050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 6 -6 -1 -7 10 11 -5 13 23 26 -16 -17 25 19 -19 -14 27 -23 24 -11 -18 -15 28 -22 -29
right_child=-2 -3 -4 9 5 8 -8 -9 -10 12 -12 -13 20 14 15 16 17 18 -20 -21 21 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00051319724960499798 2.10120764553081e-05 0.00086913014498855932 -0.00084899489781801194 -0.00066489072009437422 -0.002060054117965377 -0.0022823656302175632 0.00040061712768224062 0.0014673265705806692 0.00052139550436900708 0.00020143259340903752 0.0010388706663159101 0.0007138560045384122 0.00085838173577724975 -0.00018157349430349706 -0.0019365363854225858 -0.0017388682729209417 0.0015180580257499179 -0.002331717649072711 0.00065188566692203035 -0.00013103393137058999 -0.0011571228997221382 -0.0017498269505540408 -0.00011026029977745873 0.00090644559289064519 -0.00086978609584001561 1.7786296982579939e-06 0.00099752051920543646 0.00086598176104182877 0.00076573693149555033 0.00015747250065339941
leaf_weight=0.86257662094430942 67.81251161632099 3.7728982671833355 1.6990953972156138 2.2773981261998415 0.46643400977518501 1.5979180240537969 2.1781855381559581 1.4911433403030967 0.25672434849548142 36.381791102990967 5.0048374254256487 3.2885119204875064 6.6244919060263774 2.6287478208541968 2.7829393874853841 1.9432928299647754 1.8267034562304618 1.4909925055690108 1.4537804280407729 1.1610281064640728 3.1757607962936154 1.2708083627512672 1.927123430650681 3.7840256029739967 2.3340711775235823 1.520089122815987 2.2702421247959137 10.447506885975598 3.3871814459562302 21.940343547103112
leaf_count=105 2058 36 628 47 111 126 28 34 10 491 26 32 74 15 32 51 25 40 16 16 29 35 22 24 26 27 28 103 16 322
internal_value=0.000120324 0.000171636 0.000150992 0.000164501 -0.000270848 -0.000800451 -3.33737e-05 0.000741517 -0.00189426 0.000189588 0.000570696 0.000149716 0.000152407 3.09175e-05 -0.000403234 -0.000712192 -0.000349557 1.27119e-05 -0.000652981 -0.00136828 0.00030081 0.000213176 -0.000761799 0.000205373 0.000136852 0.000829375 0.000364831 0.000293224 -0.000164721 0.00038602
internal_weight=199.059 131.247 127.474 125.775 6.85298 4.49926 2.64462 2.35372 1.85464 118.922 10.5707 5.56591 108.351 59.5777 17.0778 12.1788 9.39589 7.45259 4.1058 2.65202 48.7732 42.1487 3.19793 42.4999 38.7159 3.34679 4.89899 38.9508 6.56294 32.3879
internal_count=4633 2575 2539 1911 414 275 139 139 136 1497 105 79 1392 791 250 207 175 124 72 56 601 527 57 541 517 52 43 470 45 425
is_linear=0
shrinkage=0.00196078


Tree=874
num_leaves=31
num_cat=0
split_feature=4 4 2 2 2 4 3 0 2 0 3 1 1 2 4 2 3 2 3 4 2 0 3 0 2 1 1 3 2 3
split_gain=0.0699573 0.229051 0.370505 0.212777 0.695629 0.413086 0.628956 0.675511 0.524454 0.485395 0.594095 0.459854 0.426931 0.398156 0.374642 0.802003 0.998346 0.880738 0.8616 0.801052 0.73228 0.633012 0.738352 0.573519 0.569421 0.557769 0.839623 0.381455 1.15902 0.56849
threshold=42.154118731400011 42.027798546600003 -0.080869999999999997 -0.11534 -0.099379999999999996 44.202975721700007 0.093955000000000025 95.117648655250022 -0.156745 92.464140480550014 0.085895000000000013 75.28220456885002 62.425997789000007 -0.101255 43.157831852650006 -0.087660000000000002 0.077440000000000023 -0.084729999999999986 0.083395000000000011 42.684965421050009 -0.09715 85.769879735700016 0.12376500000000003 85.705356740550016 -0.095854999999999996 66.52858489605002 62.132955852800002 0.086955000000000018 -0.088880000000000001 0.088145000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 5 13 6 7 9 -7 10 12 -8 -2 -5 15 20 -17 -18 19 -19 -6 -20 25 -22 -16 26 -23 28 -26 -29
right_child=3 2 -4 4 14 8 11 -9 -10 -11 -12 -13 -14 -15 24 16 17 18 21 -21 23 22 -24 -25 27 -27 -28 29 -30 -31
leaf_value=0.001398135838817685 -0.07878955049387136 -0.0039225963415404101 0.052463420509004648 -0.024705577860368446 0.010485083749100526 -0.00099529892822242203 -0.086064035536716335 -0.058851525920458628 -0.10192856733926686 0.10041522063455233 0.06866490998194251 0.029757642221110377 0.023616440198376762 -0.12454079831867056 0.072216829461912199 -0.11437572011434188 0.061314086153000429 -0.0070270506648796366 0.037320481126772519 0.094998143860155385 0.0034689512967790038 -0.033857332933321278 0.029550046622939637 -0.099314774013900833 -0.12208836865007922 -0.0061451675697066777 -0.12411862676354596 0.080985579702877064 0.0011134693826900855 0.0059759217512395987
leaf_weight=108.15478345989243 0.59185815717864709 2.3501113633319619 2.3115530422874135 0.87565953224111581 1.4093268975266253 6.8273573905698868 0.78971060877665855 0.63596168241201656 0.55678315071054374 1.4162626452744005 2.1233013952150941 0.60574066487424716 1.3041659650916697 0.73458468713215441 1.2693188206467301 0.75030492096721246 2.2660399138112579 1.675971864711751 1.5879289859731205 1.4229496642947195 0.69920481683221014 2.8335558210965228 1.5995662005079792 2.4280566530651413 0.83057851993362142 2.3118404908673256 1.6196571504697201 1.3193347793421697 9.4664242226626847 4.314810333216883
leaf_count=2539 39 31 39 50 12 450 22 106 222 15 23 24 31 20 17 79 18 15 44 65 29 65 20 57 31 69 28 13 294 166
internal_value=0.000914446 0.0023336 0.0240372 -0.00203589 -0.00587956 0.00816524 0.0247503 0.0386641 -0.00860593 0.0500734 0.0323347 -0.0357879 -0.00835036 -0.0702499 -0.0031378 -0.0122333 -0.00175005 0.00376675 -0.00622481 0.0398204 -0.049363 -0.0205619 -0.0315502 -0.076334 0.00775763 -0.0459971 -0.0666858 0.00262182 -0.00882426 0.0235408
internal_weight=167.083 112.816 4.66166 54.2663 39.4151 14.8511 7.467 6.07155 7.38414 5.43559 4.01933 1.39545 1.89602 1.61024 37.8049 20.6044 16.0678 15.3175 13.0515 3.09892 4.53659 9.95255 8.36462 3.12726 17.2005 6.76505 4.45321 15.9311 10.297 5.63415
internal_count=4633 2609 70 2024 1092 932 260 214 672 108 93 46 70 70 1022 501 403 324 306 80 98 226 182 86 521 162 93 504 325 179
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=0
split_feature=0 3 2 2 1 1 0 1 4 3 1 2 0 1 4 2 1 3 1 0 4 4 1 2 2 1 1 3 3 3
split_gain=0.0617152 0.112259 0.0995894 0.149893 0.077013 0.123347 0.0689244 0.431685 0.321178 0.148488 0.11313 0.534946 0.311916 0.339971 0.299319 0.221251 0.164846 0.38091 0.156508 0.257427 0.541321 0.69402 0.760144 0.449849 0.407848 0.358823 0.754528 0.677453 0.430636 0.993446
threshold=113.1679565431 -0.15544999999999998 -0.16262999999999997 -0.045684999999999996 93.155074220050025 93.840631043300007 109.03310793845002 82.299080289250014 44.749265482150008 -0.17949499999999999 81.573196594050017 -0.15962499999999999 104.86330937810001 82.815264250350012 38.983591653800012 0.20852500000000004 83.602982482550019 0.081235000000000016 80.538140213850014 98.230883170350012 42.455548714850003 40.300545846000013 72.62331947780001 -0.22573999999999997 0.11061500000000003 74.757955233350017 73.007768990450018 -0.16179999999999997 0.082535000000000011 0.089045000000000027
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -3 -6 10 -8 9 -9 18 16 14 -14 -13 -15 -12 -18 19 25 21 22 -21 -22 -24 26 -1 -28 -27 -30
right_child=1 4 3 -5 5 -7 7 8 -10 -11 11 12 13 15 -16 -17 17 -19 -20 20 23 -23 24 -25 -26 28 27 -29 29 -31
leaf_value=0.00076704494094261293 0.075781530030744337 -0.10460495069821994 -0.10419371814291348 0.028817392362589261 0.10031178702666424 -0.10040705950021662 -0.10604426501391802 0.025606624368317201 0.082476462491625532 -0.10178850516711827 0.075634281360406841 0.020764236033573098 0.055201620466889326 -0.10285349273373423 -0.10421964954958557 0.057110731210330723 0.052654775530184765 -0.10370280214215265 0.0159446026803888 0.041665333610898997 0.0029344659603480379 0.019182869169734582 -0.093531329508927508 -0.10040442965182779 0.010027529263286476 -0.0075389824977294311 0.047122333482593121 -0.11710893282090212 0.085522481153140498 0.0093202083521401295
leaf_weight=129.17535115412829 0.14014796144874708 0.22440409686748708 0.1401758611891637 0.21417252490573446 0.05773371305258479 0.065182946042114054 0.21842927206853247 0.21028246337664303 0.80641061958158389 0.16196086679929056 0.55141772684874035 0.23711840256873917 0.47992583157611068 0.3586449126523803 0.99847031087483629 0.1139328438512166 0.49006950886541745 0.22843002037370752 6.8546028707205542 0.81110925273969625 0.65076220963965159 4.9691108441911638 1.7668470127191542 1.1944139023398737 0.48460433881700726 4.5073214029198416 0.33725662849610671 0.98398922420164925 2.3789206983128661 6.0919525484641781
leaf_count=2610 32 85 36 30 6 274 26 20 34 167 20 48 18 130 147 10 33 52 109 6 35 95 143 118 31 117 15 58 46 82
internal_value=0.000825738 -0.0261816 0.00442284 -0.0238002 -0.0697546 -0.00612981 0.000963477 0.0230807 0.0470102 -0.0298222 0.000774678 -0.0171206 -0.0470844 -0.00408231 -0.0802343 -0.064288 0.0345076 0.00294456 0.00116094 0.000500135 -0.0151156 -0.00389449 -0.0413383 -0.0639586 -0.0712412 0.00157512 -1.97943e-06 -0.0751878 0.017433 0.0307205
internal_weight=165.903 0.841817 0.494496 0.354348 0.347321 0.122917 165.061 1.39708 1.17865 0.372243 163.664 3.45801 2.18809 0.952504 1.23559 0.472578 1.26992 0.7185 160.206 153.352 9.87685 8.03167 3.06256 1.84518 2.25145 143.475 130.497 1.32125 12.9782 8.47087
internal_count=4633 463 98 66 365 280 4170 247 221 187 3923 458 353 158 195 140 105 85 3465 3356 428 275 180 153 174 2928 2683 73 245 128
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 3 3 3 3 2 3 3 1 3 2 1 4 0 3 3 3 1 2 1 0 3 3 1 1 4
split_gain=0.0628355 0.638311 0.29315 0.941418 0.898038 0.229856 0.331845 0.538348 0.593188 0.333293 0.760231 1.08568 1.02892 0.604091 0.407562 0.42114 0.560953 0.756974 0.645652 0.696605 0.548871 0.965229 0.50296 0.675342 0.511894 0.75583 0.46472 0.823805 0.623095 0.620467
threshold=69.999384342500022 70.077349628250019 93.308316333500017 69.165962322050021 68.327163385350005 -0.26804999999999995 -0.25215499999999996 -0.22831499999999999 -0.21029499999999998 -0.059424999999999999 0.083555000000000032 0.084065000000000015 83.602982482550019 0.085175000000000015 -0.068964999999999985 75.28220456885002 41.835830569250014 100.19345760555002 0.087700000000000014 0.088145000000000015 0.090465000000000031 72.327589083450007 -0.14008999999999996 83.116371560950014 100.19345760555002 0.089850000000000027 0.092385000000000023 70.940344688150006 72.04530097975001 40.165165956550005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 -7 -8 -9 10 12 -12 -10 -13 15 20 18 -18 -17 -20 21 -15 23 -21 -24 -26 -22 -28 -29 -30
right_child=1 5 4 -5 -6 6 7 8 9 -11 11 13 -14 14 -16 16 17 -19 19 22 26 -23 24 -25 25 -27 27 28 29 -31
leaf_value=0.0019792669783107847 -0.08438348705095372 -0.070974133408890736 -0.046526524501611315 -0.094709321833846019 0.053585825821834965 0.05296759037793828 -0.068627635542115761 0.06313365538845836 -0.070643439645746736 0.0073667566056079686 0.10721890740730339 -0.081697476446767295 0.028050199110657772 -0.11129842643749198 -0.073853720268110573 -0.11829477777075202 0.084857153340394911 -0.0053651107386731445 0.10134705209886215 -0.090333548912697764 0.04597848902852799 0.013111993577400628 0.040678580534343638 0.040588640321710646 0.069549788922198472 -0.1116881805768329 -0.10702203467421983 0.039205628263165981 0.0089928133226675217 -0.10937116471837123
leaf_weight=104.13823761276853 0.92500626167748023 0.46030931923269136 1.2219215998484276 1.0168390232138325 3.3595506789861247 1.157047889617387 1.1571076011314279 1.4618747964313943 3.7916379654443473 22.991416386687902 0.892659334079556 0.98847187857518548 1.4642767148746996 1.3590287013357794 0.75151256489334528 0.45070610977927383 2.1416820103768264 1.6436046375929434 0.67678588116541494 1.2452793034754037 1.6881425362080333 1.1524281673191579 2.4418269067537 0.5763582040390246 0.36517680914948858 0.62210428238768145 0.80942546737787768 2.2124494218296604 1.077024921600241 0.75216354682925146
leaf_count=1994 16 102 40 18 63 44 86 33 415 734 14 32 294 99 46 50 21 108 8 66 17 11 23 68 11 79 37 50 29 25
internal_value=0.00073835 -0.00201181 0.00212314 0.0010443 0.0268849 -0.000609392 -8.14031e-06 -0.00117095 0.000343025 -0.00148937 -0.00900206 -0.00078728 -0.0431478 -0.0053884 -0.00161046 0.00121515 0.0151859 0.0456819 -0.00291248 0.00586073 -0.0144734 -0.0542104 -0.00644681 -0.0489103 0.016111 -0.0446516 0.000787991 -0.014938 0.00350377 -0.0396785
internal_weight=164.992 55.2555 109.737 105.155 4.58147 54.3305 53.8702 52.7131 51.556 50.0942 27.1027 21.8468 5.25591 20.9542 19.9657 19.2142 10.1635 3.78529 6.37824 5.92753 9.05066 2.51146 5.25075 1.82164 3.42911 0.987281 6.53921 4.85106 4.04164 1.82919
internal_count=4633 2518 2115 2012 103 2502 2400 2356 2270 2237 1503 794 709 780 748 702 434 129 305 255 268 110 247 134 113 90 158 141 104 54
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=0
split_feature=3 3 1 2 0 1 2 1 2 3 3 4 4 2 2 2 3 3 4 1 4 4 4 2 2 1 1 1 0 0
split_gain=0.0649165 0.50619 1.01741 1.01029 0.501645 1.08285 0.550478 0.366906 0.41322 0.362141 0.344598 0.336784 0.332423 0.621237 0.822906 0.876603 0.551901 0.545365 0.546878 0.609303 0.420867 0.640432 0.626242 0.536251 0.480771 0.328365 0.734619 0.320983 0.420765 0.317014
threshold=0.091885000000000022 0.088145000000000015 76.871083323950003 -0.056184999999999992 87.261973998100004 70.182199495350019 -0.093604999999999994 78.080889482600014 -0.083834999999999993 0.090665000000000009 0.09117500000000002 42.498713093000006 39.788107623550012 -0.057599999999999998 -0.11963999999999998 -0.14510999999999999 0.088075000000000028 -0.085394999999999999 37.892416320650007 65.644082171150004 40.00488309970001 40.165165956550005 40.371455563000005 -0.24150999999999997 0.11873000000000002 75.085947125300024 78.962703749400006 63.910026677050006 86.474255765850003 105.93331571405001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 4 6 -6 11 -4 -9 -5 -10 -3 13 14 15 -1 20 -16 19 -19 -14 -22 -23 27 -25 -15 -27 28 -24 -26
right_child=-2 2 7 9 5 -7 -8 8 10 -11 -12 -13 16 25 17 -17 -18 18 -20 -21 21 22 23 24 29 26 -28 -29 -30 -31
leaf_value=-0.034174499206385094 0.0031362199348389831 -0.037182945412797673 0.092600235773748693 -0.048143957320025875 0.051695230546646168 -0.03276434476328699 -0.060311774383963915 -0.11498816464054454 0.061988347690973812 -0.119833359525715 -0.038802027723145845 0.029248828237232412 0.0526711702662509 0.013310266708258536 -0.0058090721543912543 0.062992965842236986 0.061719712072292987 0.035905371661648623 -0.13213656285193576 -0.11239531208679449 -0.085803518368478909 0.063451548659714641 -0.10301539098638268 0.0054107188048937325 -0.067604856239037919 -0.18092737056902564 0.0015280342073833377 -0.1099408015779281 0.10767814051123302 0.021554356584590047
leaf_weight=2.6702184901043333 64.318774685301321 1.4462916203774514 0.89802892936859224 1.6070128382780251 2.8595050508156419 3.2356639543431811 3.4681581594049931 0.21696801290102041 1.1385186812317436 1.2548810546868479 0.48317356513871357 1.6155965672805903 1.7463473200914439 8.9017343603190948 1.0622587053767349 1.4233734011208978 1.7196468765614543 0.5523394534830024 1.4253650100126831 0.55584354227221411 0.80358296148369746 1.7243860329872394 0.18472525631841452 54.123269654590331 1.503996530274889 0.2902009108220216 0.92105482617353118 0.67254778545202498 0.1946735680103302 0.54268815308751062
leaf_count=356 1208 27 9 42 44 56 56 34 132 38 40 15 35 113 32 35 10 10 47 32 37 46 75 1629 115 13 102 197 1 47
internal_value=0.000661552 -0.00094228 -0.0160007 -0.0259332 -0.0137729 0.00685926 -0.033031 0.0402076 0.0146183 -0.0795783 0.0319585 -0.00213041 0.00244489 -0.00962568 -0.0310488 -0.000388624 0.00584411 -0.0659534 -0.0911706 -0.0384794 0.00428164 0.00286733 0.00407613 0.00228685 0.00361164 0.00666337 -0.0421859 -0.068452 0.0050937 -0.0439639
internal_weight=163.561 99.2421 18.2238 15.4871 12.6252 6.09517 6.53005 2.73669 1.83866 2.86189 1.62169 3.06189 81.0183 17.8024 7.6894 4.09359 63.2159 3.59581 2.53355 1.10818 61.4962 59.7499 58.9463 57.2219 56.17 10.113 1.21126 1.05195 0.379399 2.04668
internal_count=4633 3425 493 278 198 100 98 215 206 80 172 42 2932 740 512 391 2192 121 89 42 2182 2147 2110 2064 1791 228 115 273 76 162
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=0
split_feature=1 2 4 4 2 2 3 3 2 2 1 0 4 4 4 4 2 2 2 3 3 3 4 1 3 3 3 2 2 3
split_gain=0.245123 0.243172 0.22205 0.436002 0.414382 0.901011 0.634136 1.05258 0.908802 0.751123 0.596106 0.592043 0.732758 1.03004 0.947659 1.31707 0.526635 1.03203 0.478536 0.467215 0.72253 0.80271 1.15142 0.624941 0.449102 0.502469 0.438433 0.436169 0.471456 0.406021
threshold=89.89935142405001 -0.088880000000000001 42.081757894750005 42.027798546600003 -0.11534 -0.099379999999999996 0.095235000000000028 0.08574500000000003 -0.57826499999999992 -0.24150999999999997 80.13218303615001 96.870523356300012 43.157831852650006 43.067541470150012 43.022303514600004 42.91168285345001 -0.089569999999999997 -0.09715 -0.095854999999999996 0.087795000000000026 0.087475000000000011 0.083395000000000011 42.546237522150008 62.025417527550012 0.087795000000000026 0.083905000000000021 0.087475000000000011 -0.088274999999999992 -0.083834999999999993 0.085910000000000028
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 6 29 7 9 -8 -4 11 12 13 14 15 16 17 -7 -14 20 21 22 -18 -21 25 -13 -9 -20 -29 -6
right_child=1 -3 4 -5 5 10 8 26 -10 -11 -12 24 18 -15 -16 -17 19 -19 27 23 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00013553669934123066 -0.0019999611172460004 -0.00013088013194556726 -0.0020764457842632786 0.0008265752318425847 -0.00057595456967427297 0.00022616591621852644 0.00043047217872952266 0.0019965864095529825 -0.0023866813235092965 0.00019360017043914377 0.00059656390306122003 -0.0017545360272368219 0.0013998827638164225 -0.0018579541475137002 0.0015750815937633704 -0.0023167813919993305 -0.00080614180116926626 -0.0023243531707469027 -0.00060862437582926028 -0.0014664547213564898 0.0016249068662043055 -0.0011908365820204713 0.0015993203520438483 -3.4657083515310251e-05 -0.0021365270711850514 0.00032065483338438285 0.00071965481357414731 0.0010073595149047638 9.0975049710771797e-05 -0.0024269934704565874
leaf_weight=124.81665528770827 0.41390485457657178 0.75720570438261237 0.58951159415664989 3.6118762367404988 0.98023448174353578 1.2978843040764334 0.96824742411263287 1.666350096464156 0.80736454832367488 11.349845079326771 5.1088667260992215 0.71373844216577653 1.3419417534023512 1.4961129663606687 1.1280786770621478 1.1397952538936795 1.3178152140753883 1.1507571917027277 2.2844362217001608 1.4488700148067435 1.458181209862232 1.408961286419071 1.8239918340259462 6.1336693914490752 0.88781531457789231 1.207559290967765 2.7232326980447397 2.9284583609551182 8.2091787293265934 0.85122359497472644
leaf_count=2208 293 319 187 31 23 7 19 20 32 547 91 37 13 57 10 36 37 38 36 41 16 20 74 81 44 18 40 21 193 44
internal_value=0.000102855 -0.000791468 0.000108343 0.000154971 1.24098e-05 -8.96999e-05 0.000262361 0.000383371 -0.000850478 8.15155e-05 -3.16526e-05 -0.00011752 -4.71721e-05 -0.000293661 -0.000165828 -0.000280141 -0.000135419 -0.000972469 0.000283462 1.53839e-05 0.000423762 3.88855e-05 0.000590361 -0.000308245 -0.000983197 -0.000450253 0.0012044 0.000171842 0.000331923 -0.00143628
internal_weight=192.022 1.17111 190.851 128.429 62.4221 44.3176 18.1046 16.3289 1.77561 11.9394 42.4861 37.3772 34.5681 19.8041 18.308 17.1799 16.0401 2.44864 14.764 13.5915 6.00895 4.55077 3.14181 7.58254 2.80911 1.9213 4.38958 13.4221 11.1376 1.83146
internal_count=4633 612 4021 2239 1782 937 845 794 51 734 870 779 680 417 360 350 314 45 263 269 147 131 111 122 99 55 60 250 214 67
is_linear=0
shrinkage=0.00196078


Tree=879
num_leaves=31
num_cat=0
split_feature=4 0 4 4 3 1 1 2 2 2 3 4 3 4 4 0 0 4 0 0 1 1 4 3 1 0 0 4 4 2
split_gain=0.0697086 0.220568 0.214114 0.715126 0.64075 0.47992 0.792803 0.425357 1.37091 0.744171 0.611255 0.546588 0.644439 0.503648 0.467626 0.409375 0.40236 0.397513 0.275567 0.75765 0.67146 0.718143 0.658143 0.406947 0.354486 0.517669 0.65496 0.324696 0.541437 0.283237
threshold=42.154118731400011 103.57284947555002 43.157831852650006 43.084051236300006 0.077990000000000018 61.982402197500001 62.020040611300011 -0.087660000000000002 -0.09715 -0.084259999999999988 0.093635000000000024 42.388109226950007 0.085345000000000018 42.527280425250005 42.684965421050009 89.576736448400013 90.767723400200012 42.527280425250005 96.082805124100005 96.741477366050006 62.186725015400008 62.095317438950012 44.202975721700007 0.08376500000000002 75.180043159850015 95.44832900530001 91.625341543800019 43.521589032450009 43.813842866750008 -0.088274999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 -6 -7 8 10 -9 -8 -11 14 -14 -13 -5 -2 -10 20 -20 21 29 23 -22 25 26 -24 -25 -29 -4
right_child=2 -3 18 15 5 6 7 9 17 11 -12 12 13 -15 -16 -17 -18 -19 19 -21 22 -23 24 27 -26 -27 -28 28 -30 -31
leaf_value=0.0025449494935796436 -0.11786466725204117 -0.042670832492303787 -0.015548832923741179 -0.12577878368321177 0.035945877637473464 -0.11788046719770617 0.025350703265989802 0.084228415944692006 -0.02946607066192429 -0.059854913594891361 -0.057633677554362578 -0.0022303745384784578 0.035197652487738151 -0.024892010314330137 0.090045323751392944 0.0042663902209556341 -0.0090167611251947815 -0.12403159660134544 -0.12013786704619706 -0.003248287405419686 0.08839233497455011 -0.089372493340526424 0.017743092889815685 0.057356020082546783 -0.11332936701484214 0.068632567659182367 -0.10454042398728801 -0.053182265067721335 0.071158502337209953 0.017302284948402281
leaf_weight=109.64537866626142 0.79340215840966866 1.0895759674595797 5.0476348327483711 0.79734158620885753 3.003425816132224 0.6244567849207695 3.7283498036777019 1.1655007707304434 0.66571039224801376 1.33184687245373 1.1649779211875282 0.89694338151457342 1.9869669293984769 4.6807054163364228 1.4165092001057926 0.34759115634096815 0.59375449667822977 1.3378044136334208 0.60224590415600587 6.9973507213089761 1.96105214601266 0.94733448978513557 1.2893377301479638 2.0355130213720263 0.27863671040904581 0.87853742024162773 0.66335537120176002 0.8915522940806111 0.57675390983786201 5.4671969332766865
leaf_count=1969 55 640 178 39 54 28 57 12 20 50 39 11 25 89 64 26 38 35 18 598 48 22 107 23 79 16 142 17 34 100
internal_value=0.000680177 0.00210005 -0.00233351 -0.0091326 -0.00535542 -0.00119971 -0.00707157 -0.0033059 -0.0229339 0.00848759 0.00559422 -7.21097e-05 0.00879332 -0.00698529 0.0542693 -0.0862983 -0.0712737 -0.0926102 0.00370262 -0.0125114 0.0098523 -0.00598102 0.0310173 0.0519165 -0.0057083 0.00488327 -0.0237982 0.0315014 -0.00434094 0.00153214
internal_weight=162.907 110.735 52.1718 24.5353 23.3904 22.0032 18.9998 18.3753 6.89684 11.4785 4.89333 10.313 8.98112 6.66767 2.31345 1.14493 1.38716 2.00351 27.6365 7.5996 20.0369 11.4622 8.57474 5.46487 3.10987 2.83123 1.95269 3.50382 1.46831 10.5148
internal_count=4633 2609 2024 642 577 484 430 402 151 251 96 239 189 114 75 65 93 55 1382 616 766 300 466 122 344 265 249 74 51 278
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=0
split_feature=3 3 3 2 2 2 2 3 4 2 3 4 3 4 2 4 4 4 0 1 4 2 2 2 2 0 1 3 2 2
split_gain=0.065396 0.338055 0.466845 0.419499 0.409057 0.376961 0.365799 0.32859 0.511365 0.5637 0.414727 0.44947 0.353844 0.264959 0.428341 0.262993 0.394191 0.290423 0.255354 0.246714 0.244428 0.280063 0.225923 0.313194 0.443481 0.311841 0.303897 0.228131 0.209451 0.502698
threshold=-0.098985000000000004 -0.23921499999999998 -0.24665999999999999 -0.036264999999999999 -0.040509999999999997 -0.10434500000000001 0.26597500000000007 1.0000000180025095e-35 38.474425342400004 -0.26416999999999996 -0.091114999999999988 41.444941515100005 0.072890000000000024 37.500638522700008 0.011900000000000003 48.914776625700007 47.927946529500012 44.202975721700007 90.189704902150012 65.036490633650018 38.911218973650008 -0.26416999999999996 0.034600000000000013 -0.079369999999999996 -0.13509999999999997 86.162394622750014 69.165962322050021 -0.26568999999999993 -0.23353499999999996 -0.23455499999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 22 5 -4 15 18 8 13 -10 -11 -12 19 14 -2 16 17 20 -5 -9 21 -3 23 24 28 -25 27 -24 29 -1
right_child=7 3 4 6 -6 -7 -8 12 9 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 26 25 -26 -27 -28 -29 -30 -31
leaf_value=0.017169438137676678 -0.11567045044417948 0.09201836216881415 -0.090896192716880375 0.030736083666831233 0.006734057560725263 0.06949917993144443 0.049942598892354924 0.074450979610902898 0.066100181198709626 -0.15945140328633881 -0.022466301010662364 -0.11233268702237756 0.00027000569180887383 0.034984042322809626 0.014993643302272383 -0.055777748473043468 0.10319594901397738 -0.06834760745217125 -0.06648090487339782 0.0013004798520119343 0.054034382467423647 -0.076161510764152979 0.062991944244431719 0.00561849047619584 -0.05036147054538255 0.064474181756817212 -0.1075651239923992 -0.073178306314341343 0.021268747818807544 -0.10728784626714748
leaf_weight=1.0125976985864309 0.37273659625134248 0.13558032823493704 1.0563738808414198 0.35958923668567822 0.72279469583736577 2.2300287968027988 0.61158462236926414 1.1003662906587113 0.38393164708395522 0.38523928364156779 1.9178949032211678 0.78408642590511579 133.02544282972426 1.6475972315529359 0.76745329293498799 0.44561845135467582 0.54069763561710704 0.40781397592581914 1.0866702953935599 0.79357791437178082 1.0463705291331278 0.36715731162485177 0.30386248003014771 2.0358824410941447 1.620177811142639 1.613856009676965 0.41231049339330639 0.20674140440132838 3.9561767808700106 0.4776142568880456
leaf_count=118 43 6 48 56 26 28 40 12 12 43 40 86 3370 22 20 27 8 38 39 40 107 59 53 22 47 23 60 8 100 32
internal_value=0.00061078 0.00586706 -0.00352567 0.0232966 -0.0512335 0.0384876 -0.0148924 -0.000158031 -0.0225571 -0.0481729 -0.0623841 -0.0485446 0.000881067 0.00933784 -0.0277214 0.0149909 0.0276172 0.00673481 -0.0423095 0.0438003 0.0265008 -0.0308061 0.00376694 0.00785556 -0.00443045 0.0316435 -0.0437076 0.00785717 0.00923299 -0.0227192
internal_weight=161.828 20.6495 13.4184 7.23111 1.77917 5.17327 2.05784 141.178 6.25894 3.47115 3.08722 2.70198 134.919 2.78779 1.14019 2.94324 2.49762 1.95692 1.44626 1.89394 1.54911 0.502738 11.6392 10.7163 7.06657 3.64974 0.922914 0.510604 5.44639 1.49021
internal_count=4633 945 537 408 74 273 135 3688 266 181 169 126 3422 85 63 245 218 210 95 52 172 65 463 342 297 45 121 61 250 150
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=0
split_feature=1 2 4 2 2 3 3 2 2 3 3 0 1 2 3 2 3 3 3 3 3 3 0 1 4 1 1 1 4 3
split_gain=0.231114 0.181082 0.180817 0.352084 0.874057 0.551154 1.42847 1.09928 0.796809 0.477962 1.04476 0.805539 0.650858 0.585482 2.24655 0.447591 0.443501 0.436352 0.479518 0.73604 0.516768 0.890808 0.418097 0.414379 0.715286 0.70844 0.814723 0.393842 0.345327 0.532356
threshold=89.89935142405001 -0.088880000000000001 42.154118731400011 -0.11534 -0.088880000000000001 0.08574500000000003 0.093955000000000025 -0.51760499999999998 -0.24150999999999997 0.076835000000000028 0.083395000000000011 105.93331571405001 62.229740345500012 -0.082654999999999992 0.087245000000000031 -0.086800000000000002 -0.245505 0.087795000000000026 0.10176000000000003 0.090665000000000009 0.10526500000000003 0.12376500000000003 86.420486603250012 62.678712853250012 44.131787411600008 67.031326566450005 71.504920895500007 66.52858489605002 42.783136484500005 0.08729000000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 5 23 8 -7 -8 -4 11 12 16 22 15 -15 -12 -6 -16 19 -19 -20 -22 -11 24 28 -25 -27 -21 -5 -30
right_child=1 -3 3 4 9 6 7 -9 -10 10 13 -13 -14 14 17 -17 -18 18 20 27 21 -23 -24 25 -26 26 -28 -29 29 -31
leaf_value=0.00015929460297748325 -0.0019932646218537653 -0.0002401480198546501 -0.0021283272538752548 -0.00076139806794640864 -0.00023079978297849864 0.0013901506197540713 0.00045705914301932691 -0.0023846314394616532 0.00012641909959758629 0.00080823042974657411 -0.00032229996963062103 0.001228373399990045 0.00019810846094720422 -0.0024050507808244183 0.0011461999843386554 0.00064618785230899118 -0.0017659442707894614 5.5351254651060681e-05 0.0011939540571478647 -0.0021242537687437054 -0.0014652713631611467 0.00047729888870256648 0.0020680880277578135 0.0016063025304863436 0.00042230663308594023 -0.0021294090717197539 3.9035160548689626e-05 -0.00028613722487403888 -0.002911971101581993 -0.00089091692615939099
leaf_weight=129.18618885143042 0.33689861344157634 0.69141588416186894 0.63670964557241028 1.6972713705617919 1.3398822648396167 4.2398335908656 1.5140628244262191 0.79987978166900564 11.243343407426437 2.8978728083893674 2.7247746498323977 0.74228086415678252 4.6200742113287561 1.747633679930005 1.1132851280271996 5.6160692870616913 1.5728647869309489 2.7321734844299481 1.5700080893002448 1.3361854245304132 1.3128398971166459 2.9402199049945921 1.5567845702171323 0.72069887816905964 1.0472410474903879 0.90430427948012981 2.5294826391618699 0.67433962790528301 1.0664126668125393 0.9452066347002982
leaf_count=2269 293 319 186 29 54 53 32 25 544 30 32 14 57 90 18 38 104 47 14 51 44 23 59 7 20 60 50 28 16 27
internal_value=0.000112566 -0.000814508 0.000117556 3.03662e-05 -6.60468e-05 0.000257399 0.000713879 -0.000525252 5.57631e-06 7.53621e-05 0.000154814 -0.000595081 0.000713739 -7.81975e-05 -0.000331654 0.000329804 -0.00105977 -2.13938e-05 -0.00014442 -0.000607275 0.00023256 -0.000122336 0.00124852 -0.000613509 -0.0010087 -0.000161087 -0.000532035 -0.00150774 -0.00141276 -0.00196233
internal_weight=192.056 1.02831 191.028 61.8417 43.4079 18.4338 6.55378 2.31394 11.8801 34.4973 30.8423 3.65503 9.07473 21.7675 13.4267 8.34084 2.91275 11.6791 10.5658 4.7427 5.82307 4.25306 4.45466 8.91062 4.75613 4.15449 3.43379 2.01053 3.70889 2.01162
internal_count=4633 612 4021 1752 912 840 110 57 730 703 531 172 146 385 315 70 158 225 207 126 81 67 89 209 92 117 110 79 72 43
is_linear=0
shrinkage=0.00196078


Tree=882
num_leaves=31
num_cat=0
split_feature=1 0 0 2 3 3 3 4 4 0 3 2 3 4 4 2 0 4 2 1 2 2 3 3 3 3 3 1 1 4
split_gain=0.233021 0.21227 0.512682 0.426516 0.738658 0.687166 0.747384 0.617716 0.583726 0.801866 0.800614 0.574531 0.570149 0.460792 0.449638 0.370671 0.542526 0.343442 0.594144 0.590188 0.569504 0.93342 0.492614 0.308926 0.881431 0.270991 0.491485 0.221905 1.23037 1.03343
threshold=89.89935142405001 85.705356740550016 85.769879735700016 0.20852500000000004 0.12001500000000002 0.10087500000000002 0.093955000000000025 41.243661560350013 37.995872310650007 84.546631286350006 -0.27297999999999994 -0.26416999999999996 0.092185000000000031 40.371455563000005 39.571921479100006 -0.016679999999999997 67.058211147750015 42.783136484500005 -0.082654999999999992 61.923256118600001 -0.088039999999999993 -0.23265499999999997 -0.25420999999999999 -0.25098999999999999 -0.53179999999999994 -0.144095 1.0000000180025095e-35 63.910026677050006 62.907231794400012 39.117456157700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 6 7 8 9 11 -10 -1 15 -8 -7 17 -17 19 20 -9 21 23 -21 24 -19 -25 -27 28 29 -4
right_child=-2 2 27 -5 -6 14 13 12 10 -11 -12 -13 -14 -15 -16 16 -18 18 -20 22 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.0017621437165676248 -0.00079029358704852846 0.00073382908062876839 0.001455920398655521 0.0014286206846460486 -0.0017757573985498047 5.1784500850310604e-05 -0.00031025575634279542 0.0015820532165223438 0.0012192596530464722 0.0019788335859033781 -0.0021352574360457483 -0.0020413121459490519 0.0018319635562096149 -0.0024467243285509824 0.0012564140498207517 0.0019682987420069648 -0.0020845961308825546 0.00087728616912664673 -0.0022541290555546543 0.0010191045981454911 0.001228187789513568 -0.0021719850643540637 -0.00065638889490127542 0.0012677739737093898 -0.0021849767980943518 -0.0020171865520507244 0.0010287383898398739 5.9773079564297186e-05 0.0012622874241171875 0.00010040498581116752
leaf_weight=0.20348406859557144 1.0877260598781493 5.4743029717355958 2.2335031554102889 0.71908925726893258 0.97359351697377761 2.5010098833590737 0.69458852382376679 1.4084135630400902 0.33193714497610938 0.54586131405085325 1.5548730375012378 0.61171940508212619 0.70908710674848485 0.87966951751150191 2.2748381352867 0.1587648034328496 0.63436915857164422 0.77087590623705182 0.48992461693705447 1.1376656219363213 1.1456236634403465 0.84670380112947885 1.6576862878282554 1.1188363792025535 0.68029391993332466 0.34196421074011096 0.50363400217611343 92.217544908064156 3.994944240897893 67.905507036484778
leaf_count=12 612 38 17 25 28 27 15 14 9 8 138 154 10 26 31 4 139 20 33 11 13 42 43 15 33 62 68 2317 54 615
internal_value=0.000114725 0.000119781 0.000143412 -5.75757e-05 -0.000105769 -2.90828e-05 -0.000219424 -8.32531e-05 -0.000839106 0.000139616 -0.00154511 -0.00109193 0.000128307 -0.00150408 0.000625575 1.74247e-05 -0.00127331 0.000118767 -0.000186467 0.000547009 8.50416e-07 -0.000329033 2.55114e-05 0.000127821 -0.000558272 0.000634653 -0.000203049 0.000123983 0.000203856 0.00014357
internal_weight=195.808 194.72 171.826 22.8945 22.1754 21.2018 16.426 14.8517 3.24787 1.36106 1.88681 0.815203 11.6038 1.57426 4.77585 10.8948 0.793134 10.1016 5.89786 4.20377 5.40793 4.26231 2.79535 3.4156 1.45117 1.96443 0.845598 166.351 74.134 70.139
internal_count=4633 4021 3041 980 955 927 869 828 321 174 147 166 507 41 58 497 143 354 286 68 253 240 54 198 53 145 130 3003 686 632
is_linear=0
shrinkage=0.00196078


Tree=883
num_leaves=31
num_cat=0
split_feature=1 0 0 2 3 0 4 3 2 3 3 3 1 3 2 4 0 2 4 0 3 3 1 3 4 0 4 3 1 2
split_gain=0.375209 0.19987 0.4147 0.509151 0.51686 0.498202 1.35406 0.705505 0.575089 0.352899 0.700072 0.620185 0.918672 0.625159 0.446572 0.359866 0.320518 0.309733 0.610671 0.301349 0.458718 0.644962 0.387971 0.292808 0.289548 0.282426 0.483165 0.270185 0.413227 0.323307
threshold=89.89935142405001 85.705356740550016 85.823648898300021 -0.092084999999999986 0.089505000000000015 85.990333302400003 40.518963363600001 0.10876000000000002 -0.031989999999999998 0.11768500000000003 0.10087500000000002 0.083555000000000032 61.982402197500001 0.08326500000000002 -0.083004999999999982 39.571921479100006 86.036037090600004 -0.072755 38.751720283100006 85.562868459650019 0.070640000000000022 -0.10978499999999999 55.782817748650011 -0.093130000000000004 38.060777288450005 85.216057360850016 41.835830569250014 -0.25098999999999999 55.976386734050003 -0.23265499999999997
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 6 -4 8 -8 10 11 13 14 19 25 -12 -7 -16 -19 20 21 22 -1 -21 -23 26 -13 28 -24 -29
right_child=-2 2 5 4 -6 16 7 -9 -10 -11 15 12 -14 -15 17 -17 -18 18 -20 23 -22 24 27 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0021361711378051406 -0.0010115426060675612 0.0011105664678678915 0.00039619371090844326 0.00073889825645574963 -0.00036877228236180078 0.00081393217542980974 -0.0022862458030750337 0.00011115901687000901 -0.00038631375265895317 -0.0011013203577335305 0.00012051580219448835 -0.0014288474204863038 -0.0019383266222854194 0.0019871328464822042 0.00099726030240516387 0.001177179628748128 0.00013272608812817802 0.0010730924349161271 -0.0013748558908818803 0.00018531275217376365 0.0011761280287961283 0.00041366581675462646 -0.0011106849475040802 -0.0021239275466861554 -0.0018279461018714635 -0.0014043842042306125 0.00091922213053984546 0.0014178526676013809 0.00046066010505652386 -0.00060596796081308741
leaf_weight=0.25458954592068472 1.1330052908710957 3.6745864488184452 4.5096779232844693 3.3101325966417772 3.1712997350841761 2.7043159436434498 1.9652852276340125 1.1747601795941589 0.88985879323445294 1.170261654187924 2.4696571081876746 0.62440814590081595 1.5833479703433111 0.65990254282951433 1.3071509040892126 2.4870326214004308 147.27365669633036 0.70286284608300664 0.88528199424035847 0.37990409741178155 1.3309568805270826 0.28461209083616512 0.91017675935291231 0.475132725550793 0.99976664839778095 1.46092655044049 0.73179618921130896 1.3542526011006015 2.195539267748245 0.39113048535363337
leaf_count=125 612 26 29 20 28 18 56 7 9 32 27 35 145 5 13 36 2848 19 32 11 45 31 21 34 114 17 14 19 98 107
internal_value=0.000113499 0.000120161 0.000143388 0.000527494 0.000196926 0.000118779 -0.00034189 -0.00116785 -0.0016941 -5.27474e-05 4.35801e-06 -0.000189434 -0.000616737 0.000148107 -0.000250424 0.0006507 0.000145009 0.000290358 -0.000291471 6.59895e-06 0.000128913 -8.92066e-05 0.000223231 -0.0010979 -0.00133122 -0.000806211 -0.000161849 0.000347055 1.53821e-07 0.000964326
internal_weight=192.465 191.332 168.674 10.156 6.48143 158.518 8.53958 4.0299 2.85514 22.6587 21.4884 16.5317 7.29577 9.23596 5.71243 4.95669 149.978 2.8953 1.58814 8.57606 7.72102 6.39007 5.10569 0.855037 1.28438 2.81713 1.3562 4.8511 3.10572 1.74538
internal_count=4633 4021 3041 74 48 2967 101 72 65 980 948 885 275 610 130 63 2866 64 51 605 560 515 370 45 145 66 49 245 119 126
is_linear=0
shrinkage=0.00196078


Tree=884
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 0 2 4 2 2 3 0 1 4 1 1 4 1 4 4 4 4 1 0 1 3 0 0 3 3
split_gain=0.275377 0.204219 0.19163 0.95285 0.789038 0.718391 0.622505 1.1388 1.30216 0.63556 0.712369 0.566833 0.565002 0.429028 0.981705 1.04702 1.29637 0.50913 0.434595 0.90455 0.507604 0.649613 0.436682 1.03338 0.964742 0.870736 0.570634 0.618792 0.61221 0.746239
threshold=89.89935142405001 -0.088880000000000001 -0.079369999999999996 -0.077085000000000001 -0.076544999999999988 94.75470680765001 -0.082654999999999992 43.182896969600009 -0.081844999999999987 -0.080234999999999987 0.08574500000000003 83.933662832600007 62.095317438950012 42.580420142950011 62.111448187750007 62.132955852800002 43.118479346150004 81.339300736700025 42.409092016550012 42.243697547450004 42.027798546600003 41.600558339100012 62.057679025150001 87.380266155850009 64.630533455950015 0.094595000000000026 86.103248543850015 85.769879735700016 0.096480000000000024 0.078295000000000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 5 -5 12 -1 8 -8 10 -10 -6 -4 17 -15 -16 -17 18 19 20 21 22 26 25 -25 -24 27 -13 29 -28
right_child=1 -3 3 4 11 -7 7 -9 9 -11 -12 13 -14 14 15 16 -18 -19 -20 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.00010822014524386067 -0.0019994543422882558 -0.00025023732849745916 5.0812847932525139e-05 -0.0015203433442874533 -0.00099891941352807162 -5.6913928549674727e-05 -0.0024139763513977238 0.00074406581573537684 0.0012493624669157293 -0.0012967076019941241 -0.00081420568406522973 0.00066812667344654344 0.0020105663358245488 -0.001703265805380719 0.0019368898973588431 -0.0015823625413095954 0.0002293634971731289 -0.00082622409684005938 0.00092838732548118782 -0.0010589501526108536 0.0010919370236874846 -0.00052477643134748162 -0.0015978404396768434 0.0017467153473460118 0.00020738067530466265 7.4707170824696742e-05 0.001298950837143502 -0.00028201482002182185 0.0013436791791354939 -0.00023394501154243703
leaf_weight=96.321110109087385 0.38770121316645145 0.75889214140579386 0.73121646046638433 1.0859890305437137 1.5884263524003461 1.5512166345142757 1.6098226340836843 2.1924270913004875 1.3492889788467435 1.6361828492954358 1.229009208967909 5.3093446306884307 2.4971189666539431 1.4099042015150178 1.0104398038238276 1.9479983051642173 6.8864712440408766 1.68773811036226 3.5882993997074655 2.0361319684889159 2.7545101414434603 4.0786080716643474 2.1990415624459265 1.6459595188498486 31.952578729629749 2.6254995551425964 2.0238687768578512 5.2323613157495856 4.9180274941027164 3.0778274461627007
leaf_count=2267 293 319 5 24 226 21 50 21 9 24 35 36 81 35 6 48 162 160 30 38 36 47 22 37 466 22 18 31 34 30
internal_value=0.000116421 -0.000841706 0.000122021 0.000187342 0.000140545 0.00103974 6.45265e-05 -0.000460453 -0.000913867 -0.000340864 0.000265712 0.000161525 0.00156668 0.000183368 -0.000173016 4.61331e-05 -0.000170122 0.000238217 0.000263363 0.000228194 0.000268014 0.000232026 0.000284356 0.00016094 0.000282791 -0.000687645 0.000514985 0.000196525 0.000850035 0.000374163
internal_weight=197.323 1.14659 196.176 91.8386 87.059 4.77955 104.338 8.01673 5.8243 4.21448 2.5783 85.973 3.22834 84.3846 11.2548 9.84491 8.83447 73.1298 71.4421 67.8538 65.8176 63.0631 58.9845 38.4231 33.5985 4.82454 20.5614 10.5417 10.0197 5.1017
internal_count=4633 612 4021 1615 1508 107 2406 139 118 68 44 1484 86 1258 251 216 210 1007 847 817 779 743 696 547 503 44 149 67 82 48
is_linear=0
shrinkage=0.00196078


Tree=885
num_leaves=31
num_cat=0
split_feature=1 2 1 0 0 4 1 1 0 0 0 2 3 1 3 2 0 0 1 1 3 3 4 3 0 1 2 0 0 0
split_gain=0.213839 0.190575 0.548908 0.654162 0.647186 0.667856 0.524487 0.810762 0.764384 1.11873 0.592322 0.567878 0.438533 1.04386 0.672603 0.671804 0.896673 1.11212 0.650184 0.929772 0.543719 0.464463 0.550769 1.04928 0.410493 0.384961 0.359122 1.49219 0.549912 0.995225
threshold=89.89935142405001 -0.033594999999999993 81.573196594050017 107.30980627685001 102.21786657775002 43.968221017800005 61.076391807500009 61.907125369850007 85.866664228400012 85.683849075550015 85.662341410450011 -0.022394999999999998 0.084995000000000029 65.644082171150004 0.096480000000000024 0.22387500000000005 96.324766355850002 86.904409066750006 62.907231794400012 69.873026810350026 -0.11595499999999999 0.10131500000000003 39.427119987250002 0.13026500000000005 102.75018128760001 62.041548276350007 -0.051199999999999996 86.345209775600011 94.300357383600002 95.217121606100008
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 5 6 -3 -8 9 10 -9 -10 13 -13 15 16 17 -14 -19 -20 -15 -16 -23 25 -6 -24 28 -28 -1 -30
right_child=-2 2 3 -5 24 -7 7 8 11 -11 -12 12 14 20 21 -17 -18 18 19 -21 -22 22 23 -25 -26 -27 27 -29 29 -31
leaf_value=0.00019997377870256087 -0.00077444456482797205 -0.00098038668217102993 -0.0020806609259784912 0.0004650817665978606 0.0018749703808200911 -0.00096046799743211423 0.0014371078326024414 -0.0012010030032833297 0.00080968934051920945 -0.0024252837811853125 0.0015978756645766846 0.0017068623235236995 0.00019865908750929558 -0.00088481556250399158 0.0011594052030476784 -0.0017249828624173967 0.00069097023690397599 -0.0026195774154486474 0.00066954388594359256 -0.0021760423433190993 0.0004079483961001086 0.00068628900252636191 -0.00032494206885378416 0.00088193251884823422 0.00038926344223460136 -0.001768045828459585 -0.001544703169790302 0.00015331415458326282 -0.00095644852501902732 3.9998625038691356e-05
leaf_weight=101.83118655923317 0.99885211399600748 1.2688247780642985 0.84279263213102129 0.71927595493616536 1.5199632439762347 1.7815673255390709 2.2803276889026156 0.51030591799644687 6.9170649076113397 0.99610673822462548 0.67552562756463885 2.2151359189301791 3.2453819557558763 1.4632426621392358 2.2456579017452887 1.1788303619250644 3.182455696631223 1.1471480727195742 0.90160546312108614 0.86499879229813814 8.6162010137923044 4.0496649686247093 1.4297454450279476 1.7666160259395836 1.3500520083034642 1.4131215950474141 2.5860732776345676 8.6291446480317955 4.3979837312363079 31.135991063089023
leaf_count=1585 612 148 85 71 20 106 22 54 50 14 6 40 28 37 22 53 23 14 13 48 74 46 13 38 45 31 34 67 277 957
internal_value=0.000130552 0.000135046 0.000236497 -0.000908439 0.000271551 0.000217635 0.0002629 0.000297879 0.000237209 -0.000893387 0.000393418 0.000297915 0.000192932 0.000488117 2.35446e-05 -0.000330159 -0.000154144 -0.000590818 -0.00147015 -0.000723767 0.000220277 0.00036478 0.000158703 -0.000304809 0.0011761 -0.00104227 9.91435e-05 -0.000238225 0.000126688 -8.33301e-05
internal_weight=202.161 201.162 52.5816 1.56207 51.0195 48.1495 46.368 45.0991 42.8188 2.18194 1.18583 40.6369 33.7198 12.2946 21.4252 10.5204 9.34159 6.15913 2.91375 1.7666 10.0794 10.9048 8.65915 4.60948 2.87002 2.84287 148.58 11.2152 137.365 35.534
internal_count=4633 4021 1101 156 945 880 774 626 604 74 60 530 480 151 329 179 126 103 75 61 111 150 128 82 65 44 2920 101 2819 1234
is_linear=0
shrinkage=0.00196078


Tree=886
num_leaves=31
num_cat=0
split_feature=1 1 1 1 4 0 2 2 4 0 1 3 3 4 0 2 2 4 0 1 4 4 1 3 1 0 4 2 2 3
split_gain=0.219927 0.935335 0.492473 0.42046 0.346215 0.600381 0.594392 0.503888 0.540734 0.512191 0.721405 0.677082 0.76692 0.574807 0.493825 0.415688 1.28092 0.648661 1.012 0.924084 0.968866 0.811625 0.691846 0.489669 0.87014 0.945021 0.58414 0.452362 0.534798 0.408666
threshold=63.910026677050006 62.907231794400012 64.108972578700019 64.369753017350021 41.976795488650005 87.261973998100004 -0.071969999999999992 -0.0098449999999999979 43.847983878700006 86.208098410950015 61.93938686740001 0.082535000000000011 0.08846500000000003 42.686561923500008 86.866770652900016 -0.036264999999999999 -0.051199999999999996 41.243661560350013 86.345209775600011 62.020040611300011 41.641174900500005 40.574766824850009 61.987779113750001 0.092185000000000031 61.928633034850002 85.431134011250023 39.571921479100006 -0.105535 -0.13734499999999997 0.08574500000000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 5 14 -7 9 -9 10 -6 -12 -13 -14 15 16 17 21 19 20 -19 23 -23 24 25 27 -26 28 -1 -11
right_child=2 -3 3 -5 7 6 -8 8 -10 29 11 12 13 -15 -16 -17 -18 18 -20 -21 -22 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00091496616993017716 -0.0012512852162166437 0.00110570689213549 0.0010906814238000782 4.6753929890573604e-05 0.00023182226731481464 0.00019299540457063787 0.0015958711040621712 -0.0021932007374282831 0.00044095243068034739 -0.00017584925078498225 -0.0021387157584619189 0.00018464918793116743 -0.0021723148739903816 -0.00045168279610644169 -0.00060743219256145721 0.00054983195974129585 -0.0012021890539124485 0.00099848452377303601 -0.00016060595019829889 0.0015686683138951192 -0.00051498409451218499 -0.0021758343623354075 -0.00033585778772425963 0.00049000789259149127 0.0013112789486259011 -0.0027037738368247983 -0.00024947184765871706 -0.0023694675889497224 0.0016135291803381809 0.00041574811495791186
leaf_weight=0.66932587812333999 1.1076018457370072 4.0389660873915991 1.5084916449850414 89.002452483912975 6.4926468976773304 2.2655160985887051 2.3820701949298373 0.80643300173687638 0.47673464363469975 6.5190036278218058 1.0249420636100692 3.6248962534591556 1.2478969655930998 1.8576585648115722 2.9149091280996791 11.526603112986775 2.6051496807485881 4.1371949971653539 5.7934300899505606 4.2486366219818592 2.6794053334742785 1.0195481886621554 3.4251275891438127 8.9368722243234497 1.5156899614667056 0.91879443428479124 2.3535714513855055 0.30110790673643451 0.61906197667121887 14.418437290936707
leaf_count=125 16 68 35 3020 199 32 35 85 39 104 52 43 45 46 27 154 24 22 31 36 32 73 33 65 38 13 33 6 6 96
internal_value=0.000117452 0.000181612 4.82498e-05 6.41524e-05 0.000142233 0.000235951 0.000912024 -7.61912e-06 -0.00121454 3.63955e-05 -0.000250384 -0.000654077 -0.00042799 -0.00114308 0.0001774 0.000222478 0.000126278 0.000220791 0.000503321 0.000850933 0.000403584 -2.0267e-05 -0.000757923 0.000193822 -0.000221225 -0.00112077 0.000361915 -0.000205726 0.000299959 0.000231551
internal_weight=190.438 98.8196 91.6185 90.5109 94.7807 58.312 4.64759 36.4686 1.28317 35.1855 14.248 7.75539 6.73045 3.10556 53.6644 50.7495 39.2229 36.6178 16.8587 11.0652 6.8166 19.7591 4.44468 15.3144 6.37755 2.50829 3.86926 1.5895 1.28839 20.9374
internal_count=4633 1562 3071 3055 1494 785 67 709 124 585 385 186 134 91 718 691 537 513 121 90 54 392 106 286 221 150 71 137 131 200
is_linear=0
shrinkage=0.00196078


Tree=887
num_leaves=31
num_cat=0
split_feature=3 3 2 3 4 4 1 4 3 1 1 0 2 3 3 3 0 3 3 0 2 4 4 3 0 1 1 2 4 4
split_gain=0.0634056 0.235038 0.244977 0.111148 0.405668 0.14031 0.179534 0.124883 0.163938 0.157577 0.106731 0.186822 0.105266 0.332277 0.794122 0.428311 0.714755 0.936304 1.19133 0.896654 0.581821 0.52585 0.387195 0.40875 0.346896 0.340264 0.465068 0.302005 0.296902 0.294782
threshold=-0.55393499999999996 -0.57039999999999991 -0.23401999999999998 -0.42796999999999996 36.016191615950007 32.724174661450007 55.976386734050003 34.424709467050008 0.10526500000000003 70.663433500700009 74.144986779650011 98.51854819030001 -0.031989999999999998 0.096480000000000024 0.10131500000000003 0.084065000000000015 96.324766355850002 0.086375000000000021 0.088145000000000015 86.036037090600004 0.022350000000000005 42.154118731400011 41.835830569250014 0.081515000000000018 91.625341543800019 61.982402197500001 62.116825104000007 0.0027500000000000003 41.289992964000007 38.171717059500004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -5 8 9 -7 -11 -12 -9 15 24 20 17 -17 27 -20 22 -18 -14 -24 -15 -16 -27 -19 -21 -28
right_child=3 -3 -4 5 -6 7 -8 12 -10 10 11 -13 13 14 25 16 21 18 19 28 -22 -23 23 -25 -26 26 29 -29 -30 -31
leaf_value=0.050060944601037917 0.038462173723551901 0.067428925336790679 -0.10473386363390831 0.10253555039773443 -0.10647053580322208 0.068473363789401845 -0.066860187009677607 -0.00041239786559082699 -0.025330919087823769 0.050241827222844399 0.069598153505135832 -0.10346240035992305 0.072698577633105319 0.099973053159361877 -0.024252795194927356 -0.12470706237311001 0.033589690679206648 0.095568129555390957 0.0082637711218214779 -0.057785253113304007 -0.00059258770697927655 -0.043728371262991658 -0.072985250247249306 0.063821407119474316 0.027626797528244342 0.065810676747957306 0.036250558324529607 0.012417547785942838 -0.12501357338132435 -0.0069415053339909041
leaf_weight=0.19399114878979162 0.37182711143395764 0.57886868687273718 0.21615943076903932 0.070897087454794838 0.40183669873113104 0.91545628088351694 0.53246254465216225 120.47009690310824 0.45170322024387122 0.22071824409067631 0.095751827582716942 0.17896740497712926 2.1474554426458812 1.4459000676870339 2.7672666078433386 0.98240735070430485 3.7361848579057551 0.80534624122083165 1.9087329079484332 2.0522453392622997 9.3857427766588426 1.1504975323259712 0.44770020986470616 0.4264002088457346 1.2236981959176771 1.5437674468848834 2.2297643910715124 0.95449991899658926 0.96618416436831456 5.4235334509589848
leaf_count=23 34 18 32 1 59 27 194 3012 19 3 2 54 49 14 34 54 103 8 45 38 372 109 34 6 40 29 26 40 42 112
internal_value=0.00115094 0.0263945 -0.0315197 0.000998063 -0.0368151 0.00117805 -0.0469555 0.0013574 0.0271016 0.0438881 -0.00153997 -0.0431431 0.00105783 0.00553084 0.0174952 -0.00148283 -0.0145037 -0.0335485 -0.0201561 -0.0453816 0.0116942 0.0153863 0.04986 -0.00624877 0.0668108 0.00649139 0.0157419 0.0504692 -0.0793047 0.00564237
internal_weight=164.296 0.989019 0.410151 163.307 0.773664 162.533 0.60336 161.93 1.8626 1.41089 0.495437 0.274719 160.067 39.5973 14.6339 24.9634 12.5561 7.66942 6.68701 4.92716 12.4073 4.88668 3.02156 0.8741 2.6696 11.9643 9.19707 1.75985 3.01843 7.6533
internal_count=4633 73 55 4560 93 4467 195 4272 105 86 59 56 4167 1155 255 900 439 227 173 125 461 212 89 40 54 201 167 48 80 138
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=0
split_feature=0 1 3 3 0 1 2 3 2 1 1 3 3 3 1 0 0 0 3 3 3 1 1 3 3 0 1 2 2 4
split_gain=0.064718 0.327541 0.46045 0.37151 0.817003 0.547552 0.460552 0.611422 0.331457 0.2832 0.644962 0.492806 0.336587 0.85264 0.840902 0.324093 0.279099 0.493013 0.251332 0.300401 0.238973 0.222664 0.178112 0.923565 0.791631 0.8192 0.395517 0.248758 0.39703 0.465129
threshold=98.230883170350012 79.728914316550018 0.083905000000000021 0.089850000000000027 101.61296349840002 72.62331947780001 0.11061500000000003 0.12001500000000002 -0.59496499999999986 74.757955233350017 73.007768990450018 -0.11223 0.082535000000000011 0.089045000000000027 75.629015667650023 97.139369169350019 99.647700605050019 100.69082235970002 -0.17949499999999999 -0.24748499999999998 0.10526500000000003 75.499969677400017 71.053259929650025 -0.222165 0.085345000000000018 96.082805124100005 70.816675614150014 0.067985000000000018 0.048475000000000011 43.61821939175001
decision_type=2 2 2 2 2 2 2 2 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 18 4 -4 -5 7 8 -7 10 22 -12 14 -14 -11 -15 -3 -18 19 -2 -19 -17 26 -24 27 -26 -1 28 29 -25
right_child=1 16 3 5 -6 6 -8 -9 -10 12 11 -13 13 15 -16 21 17 20 -20 -21 -22 -23 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.0014356720045560112 -0.10395610422257613 -0.11577448898885244 -0.033905256814586435 0.043372257931964329 0.086610623363832115 -0.0065352626132716115 0.024601423422873542 0.0070671632406970461 -0.10989986737184539 0.015897358746693048 0.030820785544439372 -0.11523559588930055 0.082869004737164437 0.04586123431115826 -0.093399698929563124 0.013662764466528341 0.05710469600905508 0.0023793074353663643 -0.10599988572266572 0.062422610343138889 -0.082709142224461851 -0.032251941759100122 -0.11356511385446931 -0.0085548069671060843 -0.10479295599885258 -0.0080612865077061939 0.044597976133980803 -0.0018799872490324145 0.10193237754131304 0.087404804833014993
leaf_weight=115.27260850882521 0.19820720559800975 0.18649259943049301 1.1730548664781966 0.92844307422637928 1.0807877912557158 0.38057197816669996 0.80930867974529963 0.92535328294616181 1.6784343393883323 3.4666061300504216 0.32100378070026636 0.82403054725000291 2.1111040248288173 1.7171241714968344 0.88328898418330926 2.5370681876083836 1.7325268327258516 10.960929710257059 0.85584575796383588 0.23982277500908822 0.34031866897686391 1.8095220770337617 0.8144571855664261 1.6948728793649905 1.2124406782677395 3.1502856477163732 2.1628637026587958 2.5209332294762135 0.78443960472941388 0.71957676764577616
leaf_count=2293 35 8 27 9 23 8 22 36 88 27 24 49 46 18 98 41 22 1208 115 11 84 24 23 30 128 29 22 12 8 65
internal_value=0.00104407 -0.0040703 -0.0196797 -0.00951747 0.0238859 -0.0254607 -0.0423066 -0.0604509 -0.0907947 0.00181806 0.00042911 -0.0742895 0.0161767 0.0281348 -0.00629648 0.00907896 0.00569401 0.00743203 -0.0744693 -0.0128632 -0.000182992 -0.00545191 0.00109578 -0.0111341 -0.00285989 -0.0349439 0.00223061 0.0216118 0.0401248 0.020044
internal_weight=163.492 21.4901 8.26983 6.97595 2.25384 4.72211 3.79367 2.98436 2.05901 142.002 129.478 1.14503 12.5247 8.17482 4.3499 6.06371 13.2203 13.0338 1.29388 0.43803 11.3012 4.34659 128.332 10.897 10.0825 4.36273 117.435 5.71982 3.19889 2.41445
internal_count=4633 1696 374 213 50 163 154 132 96 2937 2683 73 254 129 125 83 1322 1314 161 46 1292 65 2610 295 272 157 2315 115 103 95
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=0
split_feature=3 3 0 2 3 0 4 0 1 1 4 0 2 0 1 4 2 2 2 3 4 1 3 4 2 4 4 2 3 0
split_gain=0.0649347 0.445339 0.892225 0.844878 0.515499 0.637329 0.6553 0.822643 0.492863 0.426718 0.803467 0.410351 0.40697 0.33946 0.366679 0.314002 0.5362 0.715841 0.7795 0.508676 0.484276 0.540136 0.469684 0.355974 0.601022 0.492798 0.54243 0.396086 0.295019 0.293771
threshold=0.091510000000000022 0.088145000000000015 87.261973998100004 -0.093604999999999994 0.09117500000000002 88.350799540950007 41.529896397300007 97.139369169350019 61.907125369850007 65.907551067950024 39.427119987250002 85.732241321850012 -0.05953 98.230883170350012 80.677940036650014 39.788107623550012 -0.057599999999999998 -0.11963999999999998 -0.14510999999999999 -0.085394999999999999 37.892416320650007 65.644082171150004 0.088075000000000028 40.00488309970001 -0.24150999999999997 40.165165956550005 40.371455563000005 0.11873000000000002 0.089345000000000022 93.910530954700008
decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 -4 9 -8 -5 -7 29 -10 -6 -9 -15 16 17 18 -1 -19 21 -21 23 -17 -25 -26 -27 -28 -12 -11
right_child=-2 2 4 8 12 6 7 13 11 10 28 -13 -14 14 -16 22 -18 19 -20 20 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.032627516159486364 0.0033445915881153247 -0.0047001807144093511 0.10719906197691849 -0.011344163985172451 0.0039708867765521072 0.085145341298999588 -0.12337522477926877 0.10357713719753221 -0.042768448281547862 -0.0012104202416029595 -0.0018372980303066368 -0.12440150265505215 -0.11900784125121765 -0.11503628032801172 0.035193549736496681 0.049159721365661019 0.0057607005277912774 -0.0046952735693393012 0.059522925008199425 0.030433215183788265 -0.12930874004380455 -0.11161641725623128 0.058600978262565231 -0.072128542981722499 -0.078379337675358332 0.062809174520944075 0.0053079198076158747 -0.040375527268995674 0.049459768935931424 -0.1237519952098166
leaf_weight=2.7136567718249021 66.310411811387155 3.0078289867378771 0.64678979665040781 0.88538882919238249 0.50523610349478076 0.85004590079188336 0.81618091801647075 0.28978397697210312 0.92569227577769231 0.30385537445545185 2.0869451856706291 1.8392787993652744 0.57573413208592572 0.27371228020638227 0.39976057437161217 1.7157967096027267 9.9337443119900382 1.0309424319493703 1.3872103728001546 0.54925315116998008 1.3186246591176312 0.52216943027087837 1.6334390944684845 1.0472280787917032 0.7118334651531758 1.596574825249262 53.576843202354212 1.9675917035547161 2.4226519454277877 0.54927878294938637
leaf_count=356 1241 40 4 15 13 13 35 3 34 4 20 36 43 16 88 35 228 32 35 10 47 32 10 282 33 41 1629 162 41 55
internal_value=0.000937532 -0.000723667 -0.0157423 -0.043943 0.00357512 0.0117213 0.00399456 -0.0495097 -0.0762784 0.019319 0.0088849 -0.0970713 -0.0615287 0.0130777 -0.0258627 0.00236245 -0.00949043 -0.0296318 -0.00145556 -0.0634078 -0.0887333 -0.0387962 0.00568616 0.00426025 0.0029523 0.00431138 0.0053415 0.00368964 0.0257206 -0.0801071
internal_weight=162.393 96.0831 16.3782 6.65819 9.71997 8.639 7.99221 1.77944 3.65036 6.21278 5.36273 2.76497 1.08097 0.963257 0.673473 79.7049 17.4556 7.52186 4.10087 3.42099 2.39005 1.07142 62.2493 60.6159 58.9001 57.8528 57.141 55.5444 4.5096 0.853134
internal_count=4633 3392 460 125 335 279 275 142 85 133 120 70 56 107 104 2932 740 512 391 121 89 42 2192 2182 2147 1865 1832 1791 61 59
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=0
split_feature=1 2 3 4 2 2 2 4 4 1 1 3 0 2 4 3 4 2 4 4 1 1 0 1 0 1 4 4 0 0
split_gain=0.373582 0.176748 0.46003 0.41607 0.535573 0.568697 0.749821 0.514126 0.415117 0.327406 0.662456 0.708278 0.476122 0.370586 0.273714 0.710216 0.25951 0.227194 0.529576 0.56106 0.354357 0.889574 0.686643 0.316019 0.285079 0.596041 0.334553 0.291308 0.268231 0.39108
threshold=90.937096262400004 -0.23557500000000001 0.091705000000000023 45.458122212500008 -0.24150999999999997 -0.26416999999999996 -0.27494999999999997 38.804629908750009 50.189067467950004 71.504920895500007 78.27445846800002 0.10020000000000003 91.109157582800023 -0.47573499999999996 40.00488309970001 0.088075000000000028 39.065416244600009 -0.16164499999999998 35.374259656300005 49.292797572200008 62.084563606450011 57.772276765200012 91.109157582800023 72.04530097975001 84.546631286350006 61.821094709650005 35.119813570500007 37.140760352250005 85.307464937250003 85.619326080400015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 -1 -5 12 11 -11 13 -4 -9 -16 -7 18 -3 20 21 -20 -22 -24 25 26 -19 -28 -26 -30
right_child=-2 17 9 8 -6 16 -8 14 -10 10 -12 -13 -14 -15 15 -17 -18 24 19 -21 22 -23 23 -25 28 -27 27 -29 29 -31
leaf_value=-0.0021929723524809672 -0.0011463382175499193 -0.0014660776579292142 -0.00031099955356513563 -0.0020748939543872133 0.0010434352822651166 -0.00027487164090966696 0.0019127921494851276 0.00062318423310756639 0.0013589510312189471 -0.0022335179201758136 0.00071443787383390492 9.3044487444286932e-05 0.0014359276507069721 0.00090456144813095478 -0.0022653801787185209 0.0016073956101296959 -0.0021631198545154716 0.0015073731913685538 0.00063260658255918153 -0.00095821942769382107 0.0016316403414633634 -0.0021589588905880351 -0.00044121937753767969 0.00084078455321849599 0.00066570377661143067 -0.0021497692780268942 -0.0021309114971325722 -0.00012258606279387109 -0.00054563902107003287 0.00013466173481545255
leaf_weight=0.56775069006289358 0.90366780331623786 0.5429282701916226 2.5569027117453511 0.94375156471869537 0.98877125381841313 0.39562194782774918 0.5850962116383015 1.0116869803750885 0.15801590960472822 0.95137647411320436 1.5079442271817241 1.067621298949234 1.5074371411465106 1.5480751581490024 0.52068891099770542 0.27993372129276395 0.95609357467037626 0.45445503125665609 2.3488560062833099 0.89167796145193357 2.8934012552781496 0.53972730599343766 1.2863988098688426 1.7380697012413291 3.5454777355771503 0.61097563995281223 0.29827593581285317 4.0214185149307013 3.3185652950196518 154.5473363967867
leaf_count=69 554 84 44 156 27 21 13 24 4 32 47 28 17 16 64 14 96 11 59 29 37 103 21 42 43 67 27 216 96 2572
internal_value=0.000111433 0.000117335 -8.31159e-05 -0.000485944 -0.000258252 -0.000556401 -7.58884e-05 -0.000564771 -0.00158241 0.000199298 -0.000268858 -0.00100326 0.000493496 0.000147415 -5.46964e-05 -0.000911283 -0.00161046 0.000134938 0.000418414 0.000523913 0.000673983 0.000111007 0.000948779 0.000295509 0.000117533 -0.000326268 -9.29037e-05 -0.000261261 0.00013234 0.000120361
internal_weight=193.488 192.584 15.5468 6.40741 5.30564 4.31687 2.96516 2.38006 1.10177 9.13936 3.52694 2.019 5.61242 4.10498 1.81231 0.800623 1.35172 177.038 10.2411 9.69813 8.80645 2.88858 5.91787 3.02447 166.797 5.38513 4.77415 4.31969 161.411 157.866
internal_count=4633 4079 672 488 328 301 184 171 160 184 107 60 77 60 102 78 117 3407 375 291 262 162 100 63 3032 321 254 243 2711 2668
is_linear=0
shrinkage=0.00196078


Tree=891
num_leaves=31
num_cat=0
split_feature=3 3 4 4 1 0 4 3 4 1 0 2 4 3 1 2 3 3 0 0 4 3 1 4 4 3 0 0 0 0
split_gain=0.0681608 0.242531 0.628724 0.548818 0.561817 0.58578 0.826825 0.659763 0.603615 0.563047 0.517407 0.492295 0.446892 0.341658 0.746675 0.803733 0.437389 0.493656 0.640995 0.541951 0.703286 0.388906 0.322472 0.370212 0.313001 0.286765 0.546368 0.284348 0.330154 0.486558
threshold=0.10249000000000003 0.091885000000000022 41.243661560350013 43.735142172100005 61.907125369850007 86.420486603250012 42.081757894750005 0.098950000000000024 42.320906304050006 62.678712853250012 97.139369169350019 -0.50748499999999985 41.489621506400006 0.088145000000000015 76.871083323950003 -0.056184999999999992 0.090235000000000024 0.089505000000000015 93.972365491700018 86.264556031700025 41.184662530950007 0.090665000000000009 78.080889482600014 40.890797847750008 42.498713093000006 0.094595000000000026 101.11291028615001 85.823648898300021 89.711159354950013 93.671258181050021
decision_type=2 2 2 2 2 2 2 2 2 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 10 4 -4 6 -6 8 12 -10 27 -12 -7 -1 15 16 17 19 -19 -15 -21 -17 -16 -24 -25 -13 -27 -3 -29 -30
right_child=-2 2 3 -5 5 7 -8 -9 9 -11 11 25 -14 14 22 21 -18 18 -20 20 -22 -23 23 24 -26 26 -28 28 29 -31
leaf_value=0.0022319946563490625 -0.0031704698944650758 -0.0044787174625258138 -0.090212865950328749 0.045382549991791893 0.061232437255039955 -0.029678218020726555 -0.033917475324927344 0.014796119470420489 0.071015674362643277 -0.055632652939563154 -0.089081865393753845 0.030816400786166428 -0.12448782825915115 0.039287644807583594 0.090013326700221344 -0.039235020387728019 0.0088549267970279098 -0.13573131533262692 -0.0070924182239840046 0.0066383880189038987 -0.083768700923544923 -0.11709293860827329 0.055139280771979805 -0.11244642675413821 0.015862277205515647 -0.10947767227580169 0.0091541989396527156 0.048322173241066482 -0.029500923014780217 0.033769791310875139
leaf_weight=79.397247416121672 32.378130827815852 2.2316609341069151 0.95582321443362062 1.6222097151912738 2.1593853104859577 0.78530878503806967 1.582586166099645 2.0920636554037628 0.57249404489994027 0.90743624099104636 0.6643005719379288 1.9802319899067691 1.354955295260879 1.3993082048837093 0.79166125744813998 1.5323433888697775 5.8354530540527776 0.86030609661247559 0.70460827054921538 1.8941368382074872 1.5767047880217431 1.1036342519801108 0.9407927721952658 0.32775692110590171 0.45274853102455381 0.53345712134614576 1.4259900986875207 7.4026697762310487 1.648759323521517 4.6245006218086928
leaf_count=2932 571 39 30 49 18 25 33 39 4 42 43 41 38 25 9 42 68 32 10 32 31 38 95 28 83 23 67 57 32 57
internal_value=0.000932851 0.00195989 0.00942821 -0.00871948 -0.0171503 -0.00976362 0.0209908 -0.0299102 -0.0557454 -0.0066402 0.0200738 -0.00944864 -0.0897001 -0.000550506 -0.013233 -0.0217337 -0.0109714 -0.0289503 -0.0778112 -0.0132499 -0.034431 -0.0718327 0.0371917 0.0128979 -0.0380183 0.00397895 -0.0231432 0.0286182 0.034019 0.0171408
internal_weight=161.739 129.361 32.5438 12.0323 10.4101 9.45423 3.74197 5.71226 3.62019 1.47993 20.5116 4.60398 2.14026 96.8167 17.4195 14.9065 12.2705 6.43506 1.56491 4.87015 3.47084 2.63598 2.51296 1.7213 0.780505 3.93968 1.95945 15.9076 13.6759 6.27326
internal_count=4633 4062 637 278 229 199 51 148 109 46 359 174 63 3425 493 278 198 130 42 88 63 80 215 206 111 131 90 185 146 89
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=0
split_feature=2 2 2 4 3 1 4 3 3 0 0 1 3 2 4 3 3 4 3 1 3 2 4 3 2 1 4 1 4 4
split_gain=0.0722113 0.27815 0.424494 0.271835 0.372645 0.229338 0.223321 0.232626 0.224244 0.181003 0.162133 0.15857 0.204456 0.085802 0.412195 0.596594 0.648368 0.834547 0.662474 0.437352 0.392495 0.323373 0.248754 0.570557 0.561745 0.437274 0.308308 0.230053 0.66204 0.221734
threshold=-0.59238000000000002 -0.54488499999999995 -0.58319500000000002 39.955516828000007 0.09721500000000001 78.290589216800015 40.636252116050009 0.092385000000000023 0.091705000000000023 101.11291028615001 96.741477366050006 74.927328095600004 0.090665000000000009 -0.13509999999999997 40.986363433950011 0.08574500000000003 0.089345000000000022 41.319407281650008 0.095235000000000028 83.116371560950014 0.4888550000000001 -0.124155 35.771221912400001 0.091290000000000024 -0.26416999999999996 68.20618276945001 38.060777288450005 63.565904036300005 39.525197829750006 40.574766824850009
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -1 -5 8 10 -7 -8 -2 -13 14 19 -16 -17 -18 -19 20 22 -15 24 26 -3 -26 -24 28 -28 -23
right_child=1 13 -4 4 -6 9 7 -9 -10 -11 -12 12 -14 21 15 16 17 18 -20 -21 -22 29 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.086560564600979412 0.038651087029249576 0.087523461394768298 -0.10620819867120675 0.03390269639761017 0.058155874166433086 0.10299309476824114 -0.11604791542295426 -0.082792668946031711 0.090860398322022473 -0.05944053755857559 0.035163118548679588 0.033508403889303262 -0.10620910812119255 -0.041101086453883016 0.0015472986070446111 0.090699296890875428 0.099462696162665856 0.026924291976303305 -0.071701398017321324 0.074781033851595458 0.080312976581789777 0.0056829536238627958 -0.10432147559047492 -0.087110790331367052 -0.10818009240762726 0.045576783033658086 0.021222767283124406 0.024033479256085979 -0.12897507394855032 -0.0028227335176195158
leaf_weight=0.4461602366209253 0.50643256306648254 0.5536047267523827 0.61477470746672114 0.77264241389821142 1.7365713982326267 0.15123092010617256 0.15188434114679672 0.53668148425640538 0.20937882550060749 0.12555625479467381 0.13300494862596679 0.18825872029628954 0.23607580933912686 1.8959481501751714 11.616692726187468 1.7989364297827695 0.95799929229542646 1.9339723408675129 1.0512842082207496 0.50956570229203624 0.35734175593825046 50.305090496431859 0.33271862533729324 1.5872609239595474 0.44861894206951791 0.31471947449608706 0.80000326328445248 1.501119587162975 0.46348586256499402 78.437476755349053
leaf_count=34 5 22 124 7 32 2 7 13 6 54 37 30 17 35 721 27 19 29 37 105 5 1086 83 42 84 18 27 36 92 1797
internal_value=0.000839392 0.0004894 -0.0417233 0.0136804 0.0250916 -0.0421985 -0.00674398 -0.0372065 0.0122914 0.0293099 -0.0454527 0.000869194 -0.0442225 0.000910678 0.00637648 0.0145813 0.0409495 0.0182533 -0.00780761 -0.0143598 -0.021503 -0.000102972 -0.0275653 -0.0383598 0.0108324 -0.0447871 -0.0133768 -0.00243171 -0.0338743 0.000500793
internal_weight=160.674 156.411 1.54554 4.26311 3.54016 0.722947 1.80359 1.03095 0.494268 0.276787 0.284889 0.930767 0.424335 154.866 24.2273 17.3589 5.74219 3.94326 2.98526 6.86844 6.35887 130.639 6.00153 4.68459 1.31694 0.763338 3.09733 2.76461 1.26349 128.743
internal_count=4633 4441 176 192 102 90 70 63 50 56 44 52 47 4265 1347 833 112 85 66 514 409 2918 404 280 124 102 238 155 119 2883
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 0 0 1 0 3 2 2 1 0 4 4 1 1 3 1 2 2 0 2 4 1 3 2 1 0
split_gain=0.256979 1.04495 1.17496 1.03318 0.891634 0.872866 1.25788 0.799995 0.718108 0.716427 0.547123 0.950102 0.614102 0.774752 0.609726 1.34294 0.506782 0.49734 0.717184 0.474565 0.982295 1.27441 0.518062 0.729615 0.820658 0.613446 0.498489 0.676286 1.09878 1.77851
threshold=66.859265246100009 90.321439350550008 89.861713010250014 90.767723400200012 0.084805000000000019 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 0.4149000000000001 -0.059424999999999999 -0.068964999999999985 68.20618276945001 92.773313165550022 38.238138001450004 35.119813570500007 83.116371560950014 69.873026810350026 0.12001500000000002 74.757955233350017 -0.095854999999999996 -0.079369999999999996 98.230883170350012 -0.10434500000000001 42.055256506450007 75.981203682750007 0.09117500000000002 -0.096559999999999993 72.04530097975001 93.910530954700008
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -2 -9 10 11 12 -7 -14 15 -15 -17 -16 19 20 26 -22 23 24 -21 -24 27 28 29 -19
right_child=5 3 -4 4 -6 9 -8 8 -10 -11 -12 -13 13 14 17 16 -18 18 -20 22 21 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00015914670969181601 0.0019340462407921573 0.0016954351199531292 -0.0011210814769825564 0.00098627044847985159 -0.00097798413247778232 -0.0023302722644042368 -0.0019398647783776611 -0.0024651853492175502 0.00098177318789854245 -0.0020779355532670289 0.00027621208603508185 -0.0016815508691226636 0.0014575669892606215 0.00050137799524868154 0.00099348669580925182 -0.002180949359663978 0.00082724099690994373 0.0020965478162416613 0.0014330883726138232 -0.00078756165377473486 -0.0021677814861274041 0.00010338942782568519 -0.0021108691331011013 0.0011393730029629595 0.0012764502296956043 -3.5423156436428051e-05 0.00084318092321863599 0.001794043590785901 0.00054416888465795446 -0.0023803496495915311
leaf_weight=105.31644987687105 0.71166453137993746 3.3420080691575995 2.8302441881969562 2.1918246330460538 1.494167960132472 0.43256988865323265 2.0262723619671306 0.48890717645554105 0.44284430559491739 0.59031173016660332 33.450199859735221 1.3476868524121517 1.3876565307145927 1.7332304389324229 2.0198995030368669 1.8528238260041692 0.24362379884587415 0.42240773515368379 1.2697807092335995 2.2974031744524841 2.210038835764863 1.6658880319446376 0.57387083087814872 3.6710312757641104 1.0929683099748215 11.931678121674848 2.0910822497680783 0.51788398250937451 1.8097825850709339 1.7737649062764829
leaf_count=1765 7 42 35 35 26 20 76 37 24 43 841 66 12 142 31 129 76 7 19 36 96 20 22 22 69 696 36 4 46 153
internal_value=0.000114388 0.000173254 0.000125643 0.000905893 0.000190033 2.75279e-05 -0.000906011 0.000368694 -0.000826909 7.35825e-05 9.07932e-05 -6.29381e-05 -7.00147e-06 1.9058e-05 -3.46351e-05 -0.00077562 -0.00183137 5.04608e-05 -1.03424e-05 -7.13196e-05 -0.000407797 -0.00119162 0.000109083 0.000533668 -0.000122177 -0.000130664 5.14763e-05 -0.000314478 -0.000587065 -0.00151927
internal_weight=193.23 115.175 108.147 7.028 3.68599 78.0553 3.66969 1.64342 0.931751 74.3856 73.7953 40.3451 38.9974 38.5648 37.1772 3.82968 2.09645 33.3475 31.3276 30.0578 10.4908 3.87593 19.567 7.0614 3.39037 12.5055 6.61492 4.52384 4.00596 2.19617
internal_count=4633 1903 1800 103 61 2730 144 68 61 2586 2543 1702 1636 1616 1604 347 205 1257 1226 1207 362 116 845 127 105 718 246 210 206 160
is_linear=0
shrinkage=0.00196078


Tree=894
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 0 4 1 0 2 0 2 0 4 0 3 1 0 0 2 2 4 2 2 3 2 4 2 2 2
split_gain=0.255603 1.0284 0.723595 1.06829 0.706027 0.515883 0.517527 0.579764 1.83996 0.641892 0.566915 0.6284 0.512317 0.992583 0.582309 1.01252 0.947121 0.475435 0.444045 0.432808 0.693191 0.431326 0.4291 0.606671 0.525802 0.492619 0.409564 0.398817 1.03769 0.817464
threshold=91.109157582800023 90.321439350550008 67.606656606400023 66.439865777750015 0.4149000000000001 89.861713010250014 38.621016321050007 63.452988794850008 86.162394622750014 -0.57826499999999992 85.823648898300021 -0.09715 87.261973998100004 41.444941515100005 86.866770652900016 0.094595000000000026 62.116825104000007 87.842680954300008 82.605564516150011 -0.083330000000000001 -0.06828999999999999 50.189067467950004 -0.59496499999999986 -0.24150999999999997 0.09721500000000001 -0.63026499999999996 38.621016321050007 -0.059424999999999999 -0.068964999999999985 -0.054875
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 22 6 10 12 18 -10 -1 -12 14 17 -8 16 -16 -14 21 -15 -21 -9 24 -24 25 -4 -7 28 -25 -29
right_child=2 -3 4 -5 -6 26 7 8 9 -11 11 -13 13 19 15 -17 -18 -19 -20 20 -22 -23 23 27 -26 -27 -28 29 -30 -31
leaf_value=2.4319620399264766e-05 0.00019038381875612846 0.000995776063850265 -0.002207573985660214 -0.0019070782037700963 -0.0020816970499221779 7.8396489108785028e-06 0.00012357463053738095 -0.0020562515708484963 0.00017540123171663931 -0.002177043131735933 0.00027556159685371452 0.001477345584065221 0.0020425565260363625 0.00074120978537935763 -0.0023714603251191787 0.00054507557790684413 -0.00016481786570312086 0.0006377561321598748 0.0014197802012521157 -0.00088464090735517593 0.00036537039196456471 0.0020649127227657725 -0.0009166634609003697 7.9039047821603794e-06 0.0014703877617092268 0.00045844145941431575 -0.0013262508387812408 0.0017765509343509718 -0.0017833504651385756 0.00018063145147349425
leaf_weight=4.6306759675589984 1.9505486987181933 5.5666226687899316 0.32179080662717741 1.7906740330508908 0.58126215253400815 1.9362603160552674 70.923302919652997 0.31869250330782861 0.57291162386536632 2.0122774535811914 3.1392018012702465 3.5810320265591145 1.8950230665504926 3.5806632209569207 1.5209363643079989 1.8956357985734937 1.4711986258625982 1.8117908490821717 1.4425255422247572 2.6824435703456393 4.683858335018158 0.14076718688011169 2.395575132343537 32.721069926421244 1.8688192134432027 1.5499516875574948 1.6291156104998661 1.2854361190838961 1.2925274153385604 30.822804763635759
leaf_count=239 42 70 39 60 44 17 1107 98 10 68 34 40 32 22 31 11 9 25 26 34 30 1 245 1256 25 75 34 21 66 822
internal_value=0.000115298 0.000173567 2.74656e-05 -0.000813531 7.06615e-05 0.000131908 0.000156515 0.000109212 -0.000578738 -0.00165571 0.00055221 0.00091596 0.000143335 0.000478958 7.84617e-05 -0.000576143 -0.00128648 0.00135593 0.000885091 0.000182002 -8.9822e-05 -0.000793628 8.79757e-05 5.26708e-05 0.000734669 9.88919e-08 -0.000601742 8.77895e-05 -6.01643e-05 0.000244523
internal_weight=192.015 115.435 76.5805 3.74122 72.8392 109.868 106.303 94.952 4.48717 2.58519 11.3509 6.72023 90.4649 14.6538 75.8111 4.88777 2.99213 3.70681 1.90199 10.947 7.3663 0.45946 72.258 68.5174 3.74056 1.87174 3.56538 66.1218 34.0136 32.1082
internal_count=4633 1938 2695 102 2593 1868 1817 1504 203 78 313 74 1301 143 1158 51 40 57 125 86 64 99 2549 2410 139 114 51 2165 1322 843
is_linear=0
shrinkage=0.00196078


Tree=895
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 4 4 3 3 3 2 2 2 0 3 1 0 4 2 2 1 0 1 1 2 3 2 4 2 0
split_gain=0.0632719 0.527938 0.261804 0.854156 0.545021 0.433257 0.235221 0.219027 0.284537 0.224336 0.212227 0.549844 0.315548 0.29136 0.633758 0.633032 0.535892 0.355377 0.303574 0.338606 0.307766 0.284864 0.27996 0.427625 0.529155 0.571771 0.242933 0.35679 0.310761 0.390178
threshold=69.999384342500022 70.077349628250019 93.308316333500017 69.545034918450014 92.773313165550022 36.654713368950006 42.670715716450012 0.25799500000000009 0.12001500000000002 0.4149000000000001 -0.059424999999999999 -0.068964999999999985 -0.054875 94.770837556450019 0.098950000000000024 71.397382570300024 96.324766355850002 36.016191615950007 0.22387500000000005 0.13747000000000004 78.381996793250025 94.496614827150012 70.128430332750014 70.816675614150014 -0.10040499999999999 0.091885000000000022 -0.079369999999999996 41.600558339100012 -0.084729999999999986 100.92471821705001
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -1 -4 -7 8 10 -9 11 22 -12 14 17 -15 -17 -14 19 -18 -20 -13 -3 24 25 -24 28 -28 -25 -30
right_child=1 7 3 -5 -6 6 -8 9 -10 -11 12 21 13 15 -16 16 18 -19 20 -21 -22 -23 23 26 -26 -27 27 -29 29 -31
leaf_value=0.0020555803909940579 -0.078257338580321398 0.079019740967100918 0.029514255696297967 0.069114176696978544 -0.070766127237035167 -0.11293130782467915 -0.021343066452348611 0.010784673511318885 0.050665195708996906 -0.10459660383575878 0.075763731598287323 0.0033663752166361305 -0.0034024286190002932 0.072332067496677685 0.084410993545007432 -0.073520035295438685 0.0074406306123872548 -0.10885724933250995 -0.10867848179280178 0.062238618504124855 -0.011029547851933275 -0.11713219078826297 -0.080529995561116161 -0.0022659575030209685 -0.10573390262379419 0.065346475351035174 0.043241026006064068 -0.025103169268926778 -0.010911043360808094 -0.11111416959576802
leaf_weight=102.99231872302789 0.88994993944652279 0.39791100846196314 0.97941156756132786 2.2567518224241212 1.0381186610320572 0.4959974014200268 0.64514514434267767 0.28930884320288797 1.0926025285798449 0.40358250554754704 0.63313070317235798 0.27757468074560065 0.5288979634642661 1.4010628755786481 0.34786296513630066 0.88003941229544835 14.389419237568179 0.80739369226284907 0.37432551832171101 1.2235068637637585 2.3432420214232934 0.66911708018778882 0.50217014594818443 18.319037447200639 0.91826116398442792 0.57789919408969581 2.4833637743763535 1.1031737852608783 1.0739534702152003 0.6089337079206415
leaf_count=1988 16 5 12 38 24 14 39 7 62 43 19 4 4 23 8 29 388 88 21 35 163 58 33 1284 54 11 43 27 26 67
internal_value=0.000956665 -0.00189154 0.00233694 0.0262941 0.00132889 -0.0192763 -0.0611519 -0.00057562 0.000183796 -0.0564205 -0.000922418 -0.00694225 0.00614825 0.00417139 -0.0358202 0.00743906 0.00270628 -0.0671187 0.00636588 0.0117349 -0.02448 -0.0818014 -0.00421493 -0.00550935 -0.0499254 -0.0024777 -0.00174658 0.0222192 -0.00604388 -0.0471684
internal_weight=160.943 52.5357 108.408 4.37731 104.03 2.12055 1.14114 51.6458 50.9529 0.692891 49.8603 26.9314 22.9289 22.2958 1.68415 20.6116 19.2105 1.33629 18.3305 15.6129 2.71757 0.946692 25.9847 25.5868 1.99833 1.08007 23.5885 3.58654 20.0019 1.68289
internal_count=4633 2518 2115 103 2012 65 53 2502 2452 50 2390 1612 778 759 100 659 636 92 607 423 184 62 1550 1545 98 44 1447 70 1377 93
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=0
split_feature=3 3 3 2 3 4 3 2 1 2 4 2 2 1 3 4 1 1 1 1 4 0 4 4 3 3 2 1 3 1
split_gain=0.0648018 0.322443 0.415958 0.35731 0.317197 0.446318 0.348342 0.313292 0.336529 0.587981 0.433821 0.335476 0.331055 0.266476 0.523235 0.261851 0.290305 0.249148 0.206726 0.225082 0.190053 0.187577 0.232978 0.254751 0.270661 0.283518 0.230669 0.169189 0.465788 0.587825
threshold=-0.098985000000000004 -0.23921499999999998 -0.24665999999999999 -0.040509999999999997 1.0000000180025095e-35 41.909642283050012 0.072890000000000024 -0.036264999999999999 61.998532946250002 -0.23265499999999997 42.783136484500005 -0.23401999999999998 0.26597500000000007 62.009286778800011 -0.067414999999999989 38.621016321050007 64.294476189700006 74.927328095600004 65.036490633650018 81.210254746450019 38.474425342400004 105.93331571405001 48.823707093150006 44.578137159850009 0.080375000000000016 0.080960000000000018 0.20852500000000004 81.573196594050017 0.086255000000000026 83.602982482550019
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 18 8 9 11 -10 -3 15 -2 20 -9 -17 -12 -6 -20 -15 22 23 27 -25 -26 -23 -8 -29 -30
right_child=4 7 3 -5 6 -7 21 12 10 -11 17 -13 -14 14 -16 16 -18 -19 19 -21 -22 26 -24 24 25 -27 -28 28 29 -31
leaf_value=0.0038068079657683296 0.03049317057020955 -0.034337502341987035 -0.086499373306118094 0.0056147847501518593 0.072549778337533732 -0.10416294252538028 0.0014961114045123703 0.039477417707014906 0.0744950125872723 -0.11878786420380467 -0.046651244418074667 0.098866188726357496 0.050626334409758715 0.01429970389481835 -0.095763296121409575 0.03251164965628163 -0.089310434564134122 0.040344515790015467 -0.046203796662966271 0.058970303437185213 -0.032802558318626378 -0.052791261294553672 0.037790753460287152 -0.11052185904649679 0.058169968181532618 -0.033886147709344491 0.042261756582351505 -0.10419135812798226 0.053730885445526282 -0.1030832318282297
leaf_weight=11.427233440351301 1.104128408453106 0.35036423505880521 1.0255693454819264 0.71447550065568144 1.0742076728492964 0.60104214346756624 124.20881457993164 0.34601744849351179 2.5805396564855987 0.3517801700218115 0.55740860389778368 0.41071245726197936 0.63309435930568714 1.8572470092831279 0.83241753244328753 0.2563227899281626 0.82593093473406043 0.80409215858890093 0.41202487032569468 0.40202182476059534 1.5899737179279325 1.2689158679726791 1.6901761011686165 0.36259615002199952 0.40680912137031588 1.88381046403083 0.31960809065367346 0.56780430544131277 0.79689665453042813 0.34147588639734749
leaf_count=463 36 39 48 26 12 126 2073 8 47 103 42 6 40 32 54 47 40 36 22 18 18 641 192 23 4 208 35 99 36 59
internal_value=0.000858306 0.00614016 -0.00312883 -0.0486766 9.15249e-05 -0.0224318 0.00109947 0.0232906 0.0366896 -0.0118724 0.0503988 0.0375454 -0.00956631 -0.0133074 -0.0246077 -0.0362472 -0.0604579 0.0047278 0.0437461 0.00573706 -0.00742544 0.000488705 0.000905237 0.000420334 -0.0302447 -0.0175372 -0.0336668 0.00106649 -0.0302095 0.00669159
internal_weight=160.004 20.2835 13.1673 1.74004 139.72 5.98481 133.735 7.11626 5.0549 1.11286 3.94204 0.761077 2.06137 5.38377 4.27964 1.42827 1.08225 1.3615 1.88825 0.814047 3.44722 131.847 130.258 128.568 2.65322 2.29062 1.58852 125.915 1.70618 1.13837
internal_count=4633 945 537 74 3688 266 3422 408 273 148 125 45 135 140 104 95 87 78 52 40 50 3370 2694 2502 235 212 676 2267 194 95
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=0
split_feature=4 0 2 2 3 3 4 3 1 0 0 4 4 0 0 0 1 1 4 4 2 3 0 0 3 1 0 2 1 1
split_gain=0.197756 0.414261 0.331202 0.345037 0.300127 0.960327 0.282233 0.377063 0.279497 1.28186 0.679265 0.448723 0.759284 0.326955 0.325655 0.316217 0.646602 0.411289 0.37787 0.712313 0.565815 0.56196 0.603672 0.872127 0.942388 0.475026 0.462367 0.749847 0.548318 0.997515
threshold=42.154118731400011 103.57284947555002 -0.18437499999999998 -0.24023999999999998 -0.25420999999999999 -0.55393499999999996 42.027798546600003 0.087795000000000026 63.910026677050006 87.261973998100004 88.350799540950007 41.489621506400006 41.835830569250014 97.722764583650005 99.198728097250012 89.057864029250013 65.509659264600018 65.571493801650021 38.751720283100006 38.474425342400004 -0.033594999999999993 0.097645000000000023 93.72771580185001 96.870523356300012 0.12001500000000002 80.538140213850014 94.047642319350018 -0.057599999999999998 71.830224329350003 71.104340634100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -3 5 -2 8 -8 10 -10 -1 15 13 -13 -15 -11 -17 -18 19 20 -19 26 -23 -24 25 -25 27 -20 29 -28
right_child=4 2 -4 -5 -6 -7 7 -9 9 11 -12 12 -14 14 -16 16 17 18 21 -21 -22 22 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.00021214227503130894 0.00073919439553396787 -0.0019846993146411616 -0.001445190894761639 0.0017370423203852746 5.0134359105889764e-05 -0.0017724221236261346 0.0010366158519279857 -5.9220908125048974e-05 -0.0018995589637557026 0.0010389937446916848 0.0015186925679344535 -0.0019991167886860913 0.00053989907604790445 0.00051095339052447341 -0.0014580669818481354 -0.0010109882487132674 0.0012888082710226121 -0.00025783994174283123 0.0013682572054238696 -0.0016124031296062139 0.00042698888496389936 -0.0015856346780057367 0.0010036167663688581 -0.0023577022677245011 0.00094267313474123693 -0.00037876660020577158 0.00052654006003491675 -0.00010331621069412812 0.0003800285087655461 -0.002199493897841315
leaf_weight=57.338542639961815 1.0499526533421888 0.13970855081720401 1.0784541078676273 0.30452196077385441 60.101781419518375 1.3225300961166784 3.1836408504459532 1.9445732086896894 1.2607676708303177 1.4805152693297703 1.5717779370024789 1.1204604840604586 1.5353561067022381 0.59711862727999665 0.70329591492190957 1.8738925959914912 1.2152432766742993 11.583712142804874 4.0289407894015312 1.0905618533724908 7.7362027354247411 1.0825386568903912 2.0567027818760835 1.0418848819099369 0.92680762545205642 0.84423428215086449 1.1553675597533613 1.9882530889590331 15.301505548006388 0.93269589915871609
leaf_count=807 37 144 477 19 1892 95 32 26 62 25 31 26 34 19 23 24 14 265 34 25 110 12 24 25 24 19 33 56 177 42
internal_value=0.000113227 0.000158213 -0.000858276 0.000566571 2.31328e-05 -0.000660895 0.000170736 0.000621084 0.000151241 5.65186e-05 0.000247002 9.88232e-05 -0.000538732 -0.00122282 -0.000553941 0.000145241 0.000120208 0.000161784 0.000134265 -7.06449e-05 1.63836e-05 0.00027672 -0.000261235 3.31844e-05 -0.000676358 -0.00147192 0.000413517 0.000882007 0.000251409 -0.000691124
internal_weight=187.592 125.117 1.52268 0.444231 62.4743 2.37248 123.595 5.12821 118.466 59.5561 58.9103 58.2953 3.95623 2.42088 1.30041 54.3391 52.8585 50.9847 49.7694 20.4105 19.3199 29.3589 5.95217 4.86963 2.81293 1.88612 23.4068 6.01719 17.3896 2.08806
internal_count=4633 2609 640 163 2024 132 1969 58 1911 1073 838 1011 102 68 42 909 884 860 846 400 375 446 104 92 68 44 342 90 252 75
is_linear=0
shrinkage=0.00196078


Tree=898
num_leaves=31
num_cat=0
split_feature=3 3 4 3 2 1 4 2 4 4 2 1 4 2 1 3 2 4 2 3 1 1 0 3 4 4 1 2 2 4
split_gain=0.0636323 0.196859 0.195647 0.610037 0.676682 0.547513 0.4597 0.439948 0.298912 0.930822 0.440031 0.637111 0.432792 0.656391 0.515114 0.751286 0.472718 0.396476 0.390674 0.351115 0.250325 0.299567 0.222025 0.192028 0.477675 0.461333 0.493425 0.497526 0.659887 0.703925
threshold=0.10249000000000003 0.10336500000000003 37.995872310650007 0.11768500000000003 -0.11534 65.765062787050013 37.345948426100009 0.25783500000000009 40.986363433950011 40.636252116050009 -0.059424999999999999 62.068432857650002 40.300545846000013 -0.074029999999999999 62.084563606450011 0.10787500000000003 0.053690000000000009 41.404176814550006 -0.22754499999999997 0.12140000000000002 62.009286778800011 62.165217350350012 85.990333302400003 0.091885000000000022 41.243661560350013 43.735142172100005 61.907125369850007 -0.086139999999999994 -0.083330000000000001 42.206017975500011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 -2 3 5 -5 -3 -7 -6 9 12 17 22 13 18 -15 -16 -17 -10 -4 20 -19 -22 -12 -1 -25 26 -26 -28 -29 -30
right_child=1 2 8 4 7 6 -8 -9 10 -11 11 -13 -14 14 15 16 -18 19 -20 -21 21 -23 -24 24 25 -27 27 28 29 -31
leaf_value=-0.00035682785721837538 -0.029234590190969457 0.098763734574238662 -0.008844911385155323 0.055562642705833012 -0.13594119347017844 -0.028974946200866897 0.07810761837912325 -0.01024331483884044 0.055000872681271788 -0.094780223543190503 -0.087178999658880332 0.0090044343074838201 0.027729008827692855 0.027333598050542515 0.034399946543974651 -0.13237593141087062 -0.021319124176729584 0.058044894280698568 -0.11536819465256508 -0.044390041859464061 -0.044725204129029007 0.031755560815277223 -0.026534688765952816 0.018097258750694796 -0.08547588516357138 0.042880645011627583 -0.039516108786238922 0.061309346309160052 0.012228141731411991 -0.079911568843788125
leaf_weight=95.76505946573235 2.6451717041745715 1.175630485638979 0.53339493653038517 0.61196708415945966 0.57718754059214894 1.0934754651934779 0.63296558742877085 0.53798568872571195 2.518253384158017 1.3407776189342246 1.0864425833569806 4.905506772633089 2.7420844773005228 2.7322507891804007 0.94803004176355932 0.79479602258652426 0.74024617775103252 1.1908105500042441 0.97112026864124235 1.0765084041049702 0.86089075170457396 1.2642203535724545 1.3586711077950893 19.841317598827462 0.90874587511643667 1.5826731772831397 3.285649023749099 1.7148386808112244 3.1333955259760868 1.1275054950747287
leaf_count=3425 31 24 20 15 30 44 10 11 16 22 23 87 28 23 10 25 21 7 31 27 15 30 21 359 30 49 92 12 45 50
internal_value=0.000867641 -0.00309373 -0.000765017 0.0181227 -0.0289333 0.0461276 0.0102848 -0.0753016 -0.0042535 -0.0168011 0.00525108 -0.0117807 -0.00575124 -0.0194131 -0.00262665 -0.0355934 -0.0788208 0.0233671 -0.0776026 0.00523098 0.0213404 0.000772906 -0.0534809 0.00187349 0.00863382 -0.00734253 -0.0151582 -0.00825854 0.00892785 -0.0121536
internal_weight=159.698 32.3384 29.6932 4.62921 1.72714 2.90207 1.72644 1.11517 25.064 10.8027 14.2613 7.35062 9.46192 6.71984 5.21532 2.48307 1.53504 6.91068 1.50452 4.39243 3.31592 2.12511 2.44511 127.359 31.5941 11.7528 10.1701 9.26139 5.97574 4.2609
internal_count=4633 571 540 134 56 78 54 41 406 180 226 131 158 130 79 56 46 95 51 79 52 45 44 4062 637 278 229 199 107 95
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=0
split_feature=2 1 0 0 1 0 0 1 4 2 4 1 2 1 0 2 0 1 2 1 2 2 4 3 1 0 0 3 0 0
split_gain=0.279556 0.615643 0.716835 0.50953 0.57853 0.817471 0.98642 0.609864 0.762402 1.00396 1.03367 0.609866 1.4606 0.534636 0.612079 0.908313 0.440904 0.410427 1.06717 0.612763 0.592235 0.505543 0.456288 0.382119 0.380639 0.564516 0.379511 0.354679 0.332461 0.305209
threshold=-0.031989999999999998 81.339300736700025 102.21786657775002 82.250688042950017 61.907125369850007 85.866664228400012 85.683849075550015 63.910026677050006 41.489621506400006 -0.022394999999999998 42.759119507950011 66.235542959850008 0.24901000000000004 66.859265246100009 93.308316333500017 0.12419000000000002 87.345316200150009 72.62331947780001 0.075080000000000022 76.621056717750008 0.23643500000000003 0.067985000000000018 39.354247760400007 0.08759500000000002 75.085947125300024 98.230883170350012 67.058211147750015 0.4369650000000001 102.75018128760001 93.972365491700018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 2 3 26 -5 6 -6 8 16 -10 -11 12 -9 -13 15 -15 -7 18 22 24 -20 -21 -16 -23 -19 -26 -2 29 -4 -1
right_child=1 -3 28 4 5 7 -8 11 9 10 -12 13 -14 14 17 -17 -18 19 20 21 -22 23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00014664775750141396 0.0019455440427961969 -0.00069025518598747984 0.0018950647981987449 0.0011371661055982548 0.0003147196286969055 0.00072924524813668199 -0.0024051573846221607 -0.0024696289380954162 0.00083296101350207208 -0.0016939604648958915 0.0006332751980135644 0.0013521776910488119 0.00080858193086441599 -0.0020987693835739069 0.0015435800794806208 0.00024507297001313962 0.0017853206481504454 -0.0021124418751550821 -0.0016431379335306148 -0.00075225472511714141 0.00030974529674847724 -9.176257481906166e-05 0.00052197781736508639 0.0011022329431393391 0.0011182609578690391 -0.0016910978565151352 -0.0014035452716240294 -0.0010156947516170322 0.00053081605947069056 -5.1131741457295323e-05
leaf_weight=100.3314735034146 0.14775208802893658 2.553472732087811 1.4920248743146651 2.7932429584907359 1.0680856695398682 6.5401190631091577 0.98581878282129753 1.1071656043641298 3.2379566137678921 1.7849439636338496 1.245988246053457 1.4099644394591475 0.98957880219677452 1.1385181700025016 2.3033231664448994 1.4392942418344317 1.9800489507615564 0.800689809359027 1.2166196915786707 1.555392545647919 1.1723489803262053 1.8929220609134061 6.2199107115011429 2.2618852267041802 0.53131225053220965 0.57002024073153734 1.0879761849901113 1.1292576653549975 1.2724963802174896 42.79277142065348
leaf_count=1581 4 400 20 30 40 44 15 23 14 36 15 13 21 43 20 53 39 32 36 20 14 30 64 20 21 21 184 28 41 1711
internal_value=0.000122928 0.000248019 0.000297678 0.000238752 0.000273436 0.000215234 -0.000990748 0.000278104 0.000592796 7.37803e-05 -0.000737255 8.89863e-05 -0.000922446 0.000183189 0.000105082 -0.00079011 0.000974672 0.000229655 0.000473422 -0.000119788 -0.000684791 0.000201284 0.000798056 0.000558251 -0.0010837 -0.000335788 -0.00100311 7.88774e-05 0.00126711 8.75136e-05
internal_weight=195.052 50.7989 48.2454 45.4809 44.2452 41.4519 2.0539 39.398 14.7891 6.26889 3.03093 24.6089 2.09674 22.5122 21.1022 2.57781 8.52017 18.5244 10.9122 7.61222 2.38897 5.7102 8.52323 4.15481 1.90202 1.10133 1.23573 144.254 2.76452 143.124
internal_count=4633 1313 913 852 664 634 55 579 148 65 51 431 44 387 374 96 83 278 134 144 50 70 84 50 74 42 188 3320 61 3292
is_linear=0
shrinkage=0.00196078


Tree=900
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 0 0 1 0 1 2 0 2 1 2 3 1 2 4 4 0 4 2 3 3 0 3 1 2 4
split_gain=0.0592987 0.870522 0.802995 0.721666 0.658231 0.466396 0.927405 0.561262 0.526465 0.408414 0.396478 0.463199 0.414128 0.35075 0.591417 0.580283 0.468174 0.283861 0.389882 0.275983 0.264796 0.726669 1.25467 0.760821 0.35962 0.32622 0.567832 0.898993 0.268932 0.331722
threshold=66.859265246100009 90.321439350550008 65.765062787050013 90.767723400200012 0.084805000000000019 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 67.606656606400023 0.20852500000000004 89.861713010250014 0.13747000000000004 69.999384342500022 -0.10040499999999999 0.08759500000000002 70.077349628250019 -0.15022499999999997 40.94178426300001 39.117456157700005 87.261973998100004 41.873095646600007 -0.072755 0.093325000000000033 0.094595000000000026 86.866770652900016 0.094595000000000026 62.116825104000007 0.063030000000000017 41.243661560350013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -3 -5 6 7 -2 -9 -7 11 12 20 14 17 -16 -15 18 -11 -12 25 22 23 -22 -23 28 27 -27 29 -1
right_child=5 3 -4 4 -6 9 -8 8 -10 13 19 -13 -14 16 15 -17 -18 -19 -20 -21 21 24 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0084837082598722916 0.096716511592766549 0.082425437838283211 -0.088553092792302751 0.049637029618601287 -0.046962140833745968 -0.077711074747467621 -0.09514881279831805 -0.12025555990391552 0.053412305632869972 0.089067364922013892 0.089789453028260496 -0.053571461611158291 -0.043851107132689846 -0.074234917046489587 0.036813488725192904 -0.038511710369277523 -0.00025794149503245473 0.097965219983677368 -0.029102203019882977 0.0080692382011724462 -0.032755618671241514 0.011670174950854272 0.098499880696267805 0.046334725635936519 -0.028752035356548418 -0.11773526966206249 0.018391083517326681 -0.0028680684050783581 0.052024206481601748 0.0062361149881962809
leaf_weight=24.922794689820876 0.55421918630599909 2.3992711743339887 1.0090092318132509 1.6431032636901366 1.2360265841707585 0.66281396488193323 1.4907276090452795 0.36845495461329847 0.33169304218608886 0.53784830588847421 0.84174066147534066 1.5708747338503588 1.9934623409862968 0.87016524246428062 2.1225979940500102 1.9737137891352174 50.718117717013001 1.184803709387779 0.58060287922853604 0.81183716285886476 2.3121397588402042 5.3208245974965376 2.2957007819786686 2.5662394054234028 3.7535356841981411 1.2424767296761268 1.7286072447896002 1.5086353345541281 1.0315379709936667 39.692177075197833
leaf_count=513 7 42 22 35 26 16 76 37 24 8 22 22 48 16 30 34 2438 11 33 23 41 41 52 33 33 31 14 12 30 863
internal_value=0.000892004 0.00242017 0.000168601 0.0419205 0.00816646 -0.00154427 -0.0418314 0.0215327 -0.0379809 0.000341337 0.00114598 0.000253875 0.0012107 0.00123349 0.0233151 0.000519771 -0.00150575 0.0638564 0.027724 0.0496683 0.00225069 0.0137533 0.0375375 0.00884934 -0.00505015 -0.000414496 -0.0265238 -0.0547452 0.0013672 0.000558497
internal_weight=159.276 97.88 92.6016 5.2784 2.87913 61.3958 2.74509 1.25437 0.700148 58.6507 91.5926 89.939 88.3681 57.9878 6.39957 4.09631 51.5883 2.30325 1.11845 1.65358 86.3747 16.2484 7.17408 4.87838 9.07436 70.1262 4.47972 2.75111 65.6465 64.615
internal_count=4633 1903 1800 103 61 2730 144 68 61 2586 1778 1733 1711 2570 116 64 2454 52 41 45 1663 200 126 74 74 1463 57 43 1406 1376
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=0
split_feature=4 4 3 4 4 0 2 2 3 3 3 1 2 0 4 3 2 1 0 0 4 2 0 2 2 2 0 2 4 1
split_gain=0.0605941 0.553581 0.278055 0.232314 0.171573 0.320104 0.170221 0.233444 0.195123 0.244308 0.410624 0.216965 0.447433 0.40471 0.222783 0.258551 0.150079 0.331655 0.570603 0.369435 0.285397 0.165455 0.391407 0.280834 0.193776 0.314857 0.472414 0.256802 0.619665 0.20913
threshold=37.041406607950009 36.558960102350007 0.090465000000000031 36.257608591500009 37.765550062200006 93.972365491700018 -0.58835000000000004 -0.44343499999999997 0.11768500000000003 0.10307000000000002 0.096915000000000015 70.940344688150006 -0.11534 91.886121982450007 36.165040341950011 0.08729000000000002 0.24901000000000004 68.20618276945001 100.53758024625002 86.036037090600004 40.858951393400005 0.20852500000000004 94.109476856350014 0.18839000000000003 0.12616000000000002 0.15684000000000003 88.350799540950007 0.075080000000000022 37.995872310650007 55.782817748650011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 6 5 -2 -1 -8 9 10 11 13 -13 14 15 -9 21 19 -19 -18 -20 23 -23 24 27 -26 -27 29 -29 -6
right_child=4 2 -4 -5 16 -7 7 8 -10 -11 -12 12 -14 -15 -16 -17 17 18 20 -21 -22 22 -24 -25 25 26 -28 28 -30 -31
leaf_value=-0.082233894693312395 0.049105103511958681 -0.088157588039830134 -0.018807384829825323 0.053913357177051494 -0.0658252803944957 -0.0071676283146545634 0.080029250948806085 -0.019825172785856465 -0.042618226237793176 0.039265127936942867 -0.09352872684557656 0.044389781387926444 -0.10586715810031676 0.04751209949257916 -0.087484510219936903 0.054958754836228363 0.014955487558584167 0.067095681277665728 -0.10569974926175546 -0.11561564888891296 -0.0073199959005814446 0.088015321006750177 -0.014696633363997128 -0.047463129410831674 0.071975554963840851 -0.06613578181792848 0.044357646011547992 0.10468434348684641 -0.070021886228414446 0.0015300535040876353
leaf_weight=0.24716019067727479 2.0753367887809864 1.0426738863718576 1.2976848331054496 0.86211664999700666 0.46259225161793338 1.9708374549095422 0.36672570687914863 1.9615155460624016 1.0151069729104447 1.5657051364639754 0.4827071464706022 0.33372567741344028 0.48793392687264248 1.8412014495115725 0.34780191257596005 0.60486686744843599 0.33295216611440936 0.81064612849149886 0.43526297902280908 0.62057963127153926 0.91424292228475679 0.71181048452854045 0.77491140949859982 1.1883251750987245 1.0124785243824583 0.63776594266528241 0.98389390089141671 0.24368005990981956 1.2167481135879823 131.35610654637571
leaf_count=46 44 53 39 36 189 85 35 133 39 39 32 58 126 27 24 18 16 38 54 44 33 13 35 27 34 17 32 2 129 3136
internal_value=0.000818918 -0.00587532 -0.0497042 0.00426402 0.00139107 0.0216954 -0.000361161 0.00188543 -0.00143118 0.00405167 -0.0050467 0.00261164 -0.0448387 0.0108104 -0.0123781 -0.00219946 0.000811294 -0.0209006 0.000783006 -0.0700231 -0.0390509 0.0012991 0.0344796 0.000939291 0.00136249 0.0282209 0.000902821 0.000831654 -0.0408712 0.00129368
internal_weight=158.205 12.4569 2.34036 10.1166 145.748 4.04617 9.25445 9.00729 8.64056 7.62546 6.05975 5.57705 0.82166 4.75539 2.91418 2.56638 141.702 3.11368 2.16015 0.953532 1.34951 138.588 1.48672 137.102 135.913 2.63414 1.62166 133.279 1.46043 131.819
internal_count=4633 705 92 613 3928 129 577 531 496 457 418 386 184 202 175 151 3799 185 125 60 87 3614 48 3566 3539 83 49 3456 131 3325
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=0
split_feature=0 0 4 4 4 0 3 2 3 0 4 3 4 1 0 3 2 2 2 2 2 1 0 3 1 3 3 4 2 2
split_gain=0.327965 0.474645 0.484715 0.613487 0.575097 0.695762 0.526169 0.512731 0.534733 1.0792 0.695248 0.585476 0.45912 0.422064 0.787908 0.745365 0.405957 0.852004 0.890873 1.63455 0.493378 0.42061 0.949693 0.598872 0.47751 0.405501 0.42299 0.389316 0.379055 0.759759
threshold=93.972365491700018 96.631250582750013 42.580420142950011 41.835830569250014 41.600558339100012 104.03526427400001 0.094595000000000026 -0.0309 0.10821500000000002 96.978061681550017 40.574766824850009 0.10876000000000002 42.844429421150004 70.182199495350019 93.843319501450011 -0.16179999999999997 -0.14008999999999996 -0.102645 -0.095854999999999996 -0.079369999999999996 -0.15022499999999997 72.04530097975001 94.496614827150012 -0.20885999999999996 72.209296925700016 0.087700000000000014 0.084805000000000019 38.804629908750009 -0.15962499999999999 -0.092084999999999986
decision_type=2 2 2 2 2 2 2 2 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 16 3 4 5 6 25 8 9 -8 11 -10 -4 14 -1 -15 20 -18 -19 -20 21 22 -2 -23 -25 26 -3 -21 -14 -30
right_child=1 2 12 -5 -6 -7 7 -9 10 -11 -12 -13 28 15 -16 -17 17 18 19 27 -22 23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00017701820209167684 0.00088733985515790706 0.00026388660944072869 -0.0012121701753132492 0.0007088105558141918 -0.0015471126159445911 -0.0014179287159343799 0.00075669886513763296 0.00031415026878318713 0.00049044586391376198 -0.0019848244569979079 0.0015397530643348012 -0.0022715622126082487 0.00063386910026912375 0.00082210004250400767 0.0014390802365485521 -0.0022755831951216531 -0.0022192675073187573 0.0013472757533407665 -0.0020903131149678741 -0.00068319357373439215 0.0019452336781956531 0.0019754030556770317 -0.0022994179847629385 0.001599246582840155 -0.0020193624146838769 0.00068572589576049755 -0.00099409075759010956 0.00026525117573031673 -0.001302752318192948 6.6222792103727177e-05
leaf_weight=124.44405476459997 0.68947123992256887 7.3981609011098168 1.5980430272611545 7.7570815908584327 0.80524701681861088 1.0671484979374088 0.77218229696154628 4.0738943482283485 0.62129430659115292 1.9365054626832714 0.80622199457138766 0.56194534283713438 2.2279938249776015 0.51872948638629168 1.9313564142212261 0.70389133807111537 0.98280777351464976 1.114175903610884 1.97405914693081 2.6024827287765229 0.58123768241784901 0.71273792290594462 0.75133681669831276 0.22247285209596102 0.37913789182493929 8.9368336177139991 1.1934216364752499 4.6139397911319975 2.0802625946162134 6.2158751241731807
leaf_count=2071 16 133 42 154 56 538 5 70 4 68 9 42 132 14 24 88 126 16 100 52 10 14 25 3 76 102 39 88 261 255
internal_value=0.00012816 1.20087e-05 0.000106141 0.000220529 8.60856e-05 0.00013414 0.000197115 -0.000194926 -0.00063636 -0.00120328 0.000135514 -0.00082129 -0.000232902 0.000185214 0.000196306 -0.000961308 -0.000297298 -0.000474913 -0.000308545 -0.000509282 0.000303597 -4.27291e-05 -0.000774456 0.0007594 -0.000681218 0.000393311 8.91461e-05 -7.67896e-05 -8.42044e-05 -0.000277049
internal_weight=190.274 62.676 48.0521 35.9299 28.1729 27.3676 26.3005 8.77204 4.69815 2.70869 1.98946 1.18324 12.1222 127.598 126.375 1.22262 14.6239 11.2875 10.3047 9.19048 3.33639 2.75516 1.44081 1.31435 0.601611 17.5284 8.59158 7.21642 10.5241 8.29614
internal_count=4633 2436 1910 1220 1066 1010 472 198 128 73 55 46 690 2197 2095 102 526 382 256 240 144 134 41 93 79 274 172 140 648 516
is_linear=0
shrinkage=0.00196078


Tree=903
num_leaves=31
num_cat=0
split_feature=1 3 3 3 0 1 4 3 0 1 0 2 2 3 2 3 2 2 4 2 3 4 4 4 2 0 4 3 0 4
split_gain=0.209623 0.173887 0.320549 0.200847 1.06439 2.4111 0.591701 0.506212 0.231749 0.324393 0.246688 0.179325 0.750185 0.50644 0.382474 0.357163 0.398609 0.580085 0.50006 0.317584 0.297507 0.831713 0.587631 0.752632 0.653544 0.634193 0.303737 0.244366 0.749173 0.808792
threshold=90.679004281900021 0.4369650000000001 0.42293500000000012 0.11636500000000001 87.842680954300008 61.966271448700006 37.345948426100009 0.11296500000000002 93.501885318850015 75.424692849750016 99.647700605050019 -0.59238000000000002 -0.27494999999999997 0.09721500000000001 -0.63026499999999996 0.098085000000000019 -0.58319500000000002 -0.54488499999999995 39.065416244600009 -0.60414999999999985 0.10487000000000003 41.873095646600007 40.986363433950011 38.621016321050007 -0.0309 89.980005167950011 42.91168285345001 0.093185000000000032 94.047642319350018 39.852039223600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 -5 -6 11 -8 -10 -11 13 15 14 -1 16 -13 -18 -19 -16 27 22 23 25 -25 -22 -23 -14 29 -29
right_child=-2 -3 -4 4 6 -7 8 -9 9 10 -12 12 20 -15 19 -17 17 18 -20 -21 21 26 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00093465607006700696 -0.00085009564434517751 -0.0005412734971564268 0.00067046472965897762 0.00017293966538667639 -0.00056771407997894608 -0.0023752648237291745 0.0012321474104286573 0.00096948487417779423 -0.00079565384638742998 0.0015037161731410156 -9.8557557559756992e-06 0.00065554002806608247 9.7797816388525168e-05 0.0014685919787097996 0.0012809390468181785 -0.0017728868184582463 -0.0021382873714783212 -0.0015100470217579709 0.00071783057110026997 -0.00048344564872215221 0.0016281336199367022 -0.0023916017871475942 0.00076970851911036117 -0.0016774778414992513 -2.6430108855852076e-05 -0.00057660755738184915 -0.00067103520114105352 0.00096059825268312823 -0.00024173387837112941 0.00020929679370227945
leaf_weight=1.016431532871138 0.88236460072835043 1.5737186797759921 3.8872340647649244 4.1371261607855541 1.6751428883108017 2.1797785544767976 2.309218131005764 2.6492707752622655 0.6703091079834852 0.91507770866155602 0.7560596217517741 0.9688525958117683 118.95797874017603 1.3979171543614937 1.0079497753758913 0.94287425048241846 0.85244798715575631 0.63123481837101181 1.0025300648412665 0.64206952744279933 1.1117428690195068 0.77496773842722066 2.8001258950680494 1.8488166648894551 1.8382323949481358 0.91399946438468749 0.80342540447600186 8.1655920781195181 7.8077021253484409 16.932487666199449
leaf_count=35 570 32 25 40 25 42 14 42 16 22 28 38 2801 16 19 29 102 39 48 43 16 26 16 24 20 32 15 84 206 168
internal_value=0.000103415 0.000107816 0.000113204 0.000101539 -0.00013704 -0.000706371 0.000431491 0.000118968 0.000791398 0.000356716 0.000818943 0.000105746 9.58038e-05 0.000512668 1.15144e-05 -0.000703242 -0.000411339 -0.000827092 -0.000142951 0.000594367 0.000117502 -0.000208511 3.38772e-05 -0.000326791 -0.000854324 0.000633371 -0.00151581 0.000139166 0.000288715 0.000453731
internal_weight=192.053 191.17 189.597 185.709 12.6427 6.3169 6.32581 173.067 4.65066 2.34145 1.67114 170.417 166.353 4.06437 2.66645 4.39794 3.45507 2.48621 1.63376 1.65002 161.955 10.0913 8.51292 5.71279 3.68705 2.02574 1.57839 151.864 32.9058 25.0981
internal_count=4633 4063 4031 4006 187 82 105 3819 80 66 50 3777 3664 113 97 256 227 189 87 62 3408 149 108 92 44 48 41 3259 458 252
is_linear=0
shrinkage=0.00196078


Tree=904
num_leaves=31
num_cat=0
split_feature=0 0 1 1 3 1 1 0 1 2 2 4 4 3 3 2 1 0 3 1 0 0 2 1 4 0 0 3 3 3
split_gain=0.334338 0.750892 0.481537 0.730519 0.720884 0.411079 0.402086 0.65307 0.707284 0.398878 0.922485 0.539552 1.12161 0.593539 1.1072 0.478089 0.468601 0.866555 0.587137 0.573629 0.343048 0.364952 0.331074 1.08231 0.889559 0.645148 0.626205 0.633514 1.00675 1.02771
threshold=93.972365491700018 96.631250582750013 70.182199495350019 70.077349628250019 -0.16179999999999997 90.937096262400004 69.873026810350026 93.308316333500017 68.846035804500005 -0.14008999999999996 -0.070854999999999987 43.61821939175001 43.663128814500006 0.090465000000000031 0.092385000000000023 -0.15022499999999997 72.04530097975001 94.496614827150012 -0.20885999999999996 72.209296925700016 85.705356740550016 85.769879735700016 -0.095074999999999993 62.00390986255001 40.621691032550004 86.264556031700025 86.09518316945001 0.080110000000000028 0.08673500000000002 0.08759500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 6 -4 -3 7 8 20 15 11 13 -13 -11 -15 16 17 -2 -18 -20 -1 -22 23 24 -23 -25 -24 -28 -29 -30
right_child=1 5 4 -5 -6 -7 -8 -9 -10 10 -12 12 -14 14 -16 -17 18 -19 19 -21 21 22 26 25 -26 -27 27 28 29 -31
leaf_value=-1.0601922812236184e-05 0.00078580299876052832 0.00017452292344350987 0.00072499472619613563 0.0014347254199655272 -0.0022927464274995297 -0.0012280155494964113 -0.00089114520783331564 0.0012104075474144596 -0.0012297713683501665 -0.0021144164760263542 -1.467696438024071e-05 0.002423440572316055 -0.0019912507599970332 0.00068640381736747387 -0.0020998358715811566 0.0019306697851160855 0.0019780880520072382 -0.0022869377150216029 0.0017267289698227888 -0.0020236164301741309 0.00076483805111813533 0.00031673095420246399 -0.00026188196372447245 0.0012124028241845433 -0.0015771226060525957 0.00040159271172192471 0.00072245291286022984 -0.00041565525062988476 0.0015268120243356997 0.00020726765647918977
leaf_weight=22.341405026854773 0.65431078174151547 47.537404310972079 0.5304696774110198 1.8730046718846995 0.71394758351016097 0.81725644311484202 1.2829057602211822 2.4691237160586743 1.3310065011028189 2.2387075108708805 6.2675145996108759 0.4540770649909972 0.4315298602450639 1.1186260841786864 1.0755776863661592 0.54192397177393914 0.70772813493385944 0.76590272400062531 0.25393938831984941 0.40990790704381652 5.1956263910979024 2.0444227226544132 11.600395481102174 4.6395457731559899 1.7870506658218799 20.199373631447088 8.7626285403966886 9.5250766226381511 2.473091070714875 27.530073327361606
leaf_count=969 16 1356 14 23 88 554 26 36 24 107 113 1 92 10 59 10 14 25 3 76 38 26 111 36 21 214 159 99 36 277
internal_value=0.000148195 3.21687e-05 0.000207258 0.000219531 -0.00100634 0.000150818 0.000200749 0.000212432 0.000191448 -0.000352373 -0.000524348 -0.00112496 0.000272293 -0.0014041 -0.000679384 0.000245312 -8.18385e-05 -0.000871286 0.000735604 -0.000589009 0.000207742 0.000259771 0.00023014 0.000403415 -0.000566588 0.00055304 0.000147192 0.00024546 0.00013972 0.000316035
internal_weight=187.574 63.2744 124.299 123.055 1.24442 48.3547 121.182 119.899 117.43 14.9197 11.586 5.31852 0.885607 4.43291 2.1942 3.33371 2.79179 1.42021 1.37158 0.663847 116.099 93.7573 88.5617 28.6704 3.83147 24.8389 59.8913 48.2909 39.5282 30.0032
internal_count=4633 2436 2197 2095 102 1910 2072 2046 2010 526 382 269 93 176 69 144 134 41 93 79 1986 1017 979 297 47 250 682 571 412 313
is_linear=0
shrinkage=0.00196078


Tree=905
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 2 4 1 4 2 4 3 3 4 3 1 3 4 2 3 3 2 0 4 1 1 3 3 1 1
split_gain=0.0806126 0.137793 0.203312 0.294127 0.2512 0.416651 0.175607 0.151294 0.235448 0.0772977 0.370913 0.526319 0.602026 0.691107 0.583533 0.368687 0.346449 0.283373 0.277072 0.262137 0.391777 0.473621 0.393149 0.311565 0.290658 0.475782 0.422381 0.304815 0.392936 0.559288
threshold=-0.69416999999999995 -0.63026499999999996 -0.59238000000000002 78.27445846800002 -0.54488499999999995 -0.58319500000000002 40.890797847750008 74.927328095600004 40.099856909850011 -0.13509999999999997 40.986363433950011 0.08574500000000003 0.089345000000000022 41.319407281650008 0.095235000000000028 83.116371560950014 0.4888550000000001 41.243661560350013 -0.124155 -0.15544999999999998 -0.085394999999999999 -0.14704500000000001 97.491557184450016 48.96897326980001 65.644082171150004 62.084563606450011 0.076615000000000016 0.084995000000000029 87.143681840350013 87.313054702550019
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -3 -4 -9 10 15 17 -13 -14 -15 16 -6 -12 -11 23 -21 24 -23 -19 25 -22 -26 28 -28 -30
right_child=1 2 4 -5 9 -7 -8 8 -10 18 11 12 13 14 -16 -17 -18 19 -20 20 21 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.047345373665280167 -0.032358636748134044 -0.026264476152581314 0.041080419851369634 0.087306124804145277 -0.026188862565796518 -0.10577337661248831 0.036167899982451658 0.045755947122036601 -0.10564664529614663 -0.037938862475427146 -0.1182673694668909 0.089221103464311544 0.096254073596083539 0.026882280861842068 -0.066255033924053325 0.071040695807235696 0.079939644213783412 0.029781630274367928 0.00075907072088838082 -0.10453118536029388 -0.028560244052834832 -0.15704138108040472 -0.02525276987053994 -0.024464729915266464 0.056605232591900492 0.079957922749584062 -0.11119809116186118 0.10433804827934806 0.10167325093097868 -0.10251930748442251
leaf_weight=0.37553404580103134 1.2316709146971323 0.79556745434820131 0.47821001149713993 0.65156192300617011 5.7459711076317062 0.58600646845729787 1.038802073075203 0.17889971858744502 0.24119136442095623 1.8773668956941936 0.19240765327777154 1.6911978980060656 0.86589131824439425 1.9498565106623575 1.0270103427519641 0.47426905152178722 0.32498913467861701 4.8790510193866821 127.81274667611143 0.42319593313368642 0.61811989575653825 0.30590982735156058 0.87048417340702144 1.3522272435075136 0.59244873366696982 1.1664331373467574 0.67152707510103915 0.12415720902208693 0.27909794822335243 0.25826622435124591
leaf_count=19 53 25 5 68 404 124 27 14 33 35 20 27 19 29 37 105 5 139 2883 86 37 3 76 48 76 22 116 2 6 90
internal_value=0.00106854 0.000959035 0.00121963 0.0295911 0.000764561 -0.0401764 0.00909093 0.00261576 -0.0411704 0.00116044 0.00639737 0.0140813 0.039503 0.0176221 -0.00524982 -0.013874 -0.0205076 0.00209129 0.000198888 0.00409788 -0.0122289 -0.00423492 -0.0595231 0.0180098 0.013296 0.0423702 -0.01365 -0.0448736 -0.0601981 0.00353489
internal_weight=159.08 158.705 157.473 2.48593 154.987 1.48431 1.83437 0.898301 0.420091 153.503 23.8125 17.2673 5.53396 3.84276 2.97687 6.54523 6.07096 11.7333 129.69 11.5409 5.30964 4.88644 1.17639 6.23128 3.71005 1.78455 1.9255 1.33305 1.20889 0.537364
internal_count=4633 4614 4561 120 4441 176 52 52 47 4265 1347 833 112 85 66 514 409 721 2918 701 514 428 79 187 349 59 290 214 212 96
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 3 1 3 0 1 2 0 0 4 1 4 0 3 1 4 4 4 1 3 0 0 2 2 2
split_gain=0.244476 1.38727 1.10424 0.818177 0.675116 1.13673 0.697419 0.650232 0.649974 0.647258 0.497612 0.437317 0.531354 0.497231 0.653745 0.600389 1.16546 0.593964 0.703132 0.845592 0.539422 0.524071 0.488723 0.433897 1.26243 0.422766 0.330468 0.410298 0.71874 0.632262
threshold=66.859265246100009 90.321439350550008 65.765062787050013 90.767723400200012 91.886121982450007 90.321439350550008 0.4149000000000001 67.606656606400023 0.084805000000000019 89.237990724000014 67.606656606400023 0.20852500000000004 89.861713010250014 87.261973998100004 42.527280425250005 64.630533455950015 36.772607578000013 86.866770652900016 0.094595000000000026 62.116825104000007 41.444941515100005 43.157831852650006 39.262923716450011 63.910026677050006 0.080545000000000019 88.122280599850015 92.773313165550022 -0.059424999999999999 -0.068964999999999985 -0.054875
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 10 -2 -5 -9 -6 12 13 17 15 20 -17 23 19 -19 -15 -16 -13 -1 -25 -22 -12 28 -28 -29
right_child=4 3 -4 8 6 -7 -8 9 -10 -11 26 22 -14 14 21 16 -18 18 -20 -21 25 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.00012197817940501769 0.0019073191625373291 0.0017317813829353585 -0.0017429050888548763 0.0010523156559210146 -0.0015576483622255655 -0.0018958072165091544 -0.0020887756122091481 -0.0023221723773199743 -0.00065539878176399616 0.0010145564285521816 0.00082015108808084142 0.0018109451193368672 -0.00094875664872505255 0.001375982615397926 -0.00070867283593483636 0.0010384548469325166 -0.0012249050603856013 -0.0023116111471147014 0.00031688960794731895 -0.00022609301663921111 -0.0001943539820777691 0.00040687973784860932 -5.0520622275491055e-05 0.00095108866581192588 -0.0021134798343065623 0.0010111334883115056 -3.1244745700759904e-05 0.0017225688943776568 -0.001606385728496691 0.00017515131637611613
leaf_weight=75.982326613324403 0.63795355334877901 3.2150628222152582 1.2354941689409304 2.138289787457325 0.71569572162115846 1.824391002563061 0.58095248037079628 0.45520633354317397 1.4299050109111702 0.43911914859199896 2.277569484547711 1.2251783382380375 1.8136668517254282 4.8406869340688008 2.9682507030665866 1.8541072458028787 1.6558186858892439 1.3990735113620751 1.9404029771685598 1.6049009402049703 2.1529752351343632 3.5620857859030366 0.97285022455616843 0.9144219457994035 1.1885249495389869 2.3278266042470932 34.20596838400251 1.0523348198185001 1.1512469839362953 28.749935971618925
leaf_count=1308 7 42 22 35 16 76 43 37 26 24 34 23 22 76 27 19 22 31 14 12 27 23 22 44 93 15 1610 20 66 797
internal_value=9.7986e-05 0.000154334 0.000100135 0.00101438 8.55045e-06 -0.000850089 5.04829e-05 0.000394983 0.000367973 -0.000683819 6.87185e-05 0.000121535 0.000103279 0.000121914 0.000404871 0.000661906 -2.92924e-05 5.59304e-05 -0.000603125 -0.0011974 0.000922171 -0.000100175 0.000987058 9.76619e-05 -0.000780917 0.00043191 8.59788e-05 6.03167e-05 -8.25321e-05 0.000229791
internal_weight=186.512 114.422 107.639 6.78326 72.0904 3.35667 68.7337 1.53228 3.56819 0.894325 68.1528 106.403 104.205 102.391 19.3618 12.8314 3.50993 83.0297 4.94438 3.00397 9.32149 6.53034 2.19803 78.0853 2.10295 4.4808 67.4371 65.1595 35.3572 29.8023
internal_count=4633 1903 1800 103 2730 144 2586 68 61 61 2543 1778 1733 1711 209 159 41 1502 57 43 118 50 45 1445 137 42 2527 2493 1676 817
is_linear=0
shrinkage=0.00196078


Tree=907
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 0 0 0 1 0 1 2 0 0 4 4 2 3 2 1 2 1 4 4 0 4 2 2 2 2
split_gain=0.369638 0.226998 1.10579 1.15627 0.973447 0.855908 0.649172 1.11356 0.706038 0.63109 0.610937 0.444326 0.453107 0.4442 0.586467 0.636238 0.530657 0.661616 0.780169 0.439039 0.438193 0.409149 1.39027 0.42751 1.35883 0.904211 0.452754 1.31799 0.84594 0.929142
threshold=90.937096262400004 66.859265246100009 90.321439350550008 65.765062787050013 90.767723400200012 91.886121982450007 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 67.606656606400023 0.20852500000000004 89.861713010250014 87.261973998100004 42.527280425250005 43.157831852650006 -0.071969999999999992 0.08729000000000002 -0.11692 62.116825104000007 -0.15397999999999998 63.910026677050006 42.123054668150012 38.804629908750009 85.823648898300021 38.110427674550003 -0.053874999999999999 -0.043559999999999995 -0.064729999999999996 -0.072755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 11 -4 -6 7 8 -3 -10 -8 12 13 21 16 -16 17 -15 -19 -18 -9 23 -23 24 25 -1 28 -28 29 -25
right_child=-2 6 4 -5 5 -7 10 20 9 -11 -12 -13 -14 14 15 -17 19 18 -20 -21 -22 22 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.0003616259897822745 -0.0011334861197960142 0.0018774836123883467 0.0017201301260163005 -0.0017319112241840188 0.00092598278456305092 -0.0010720322455818423 -0.0016292753040570292 2.9442091290243272e-05 -0.0023483227914580882 0.00088953686225923636 0.00011386099663852258 0.0010777524298657044 -0.00080588796194031335 -0.00051596323429296993 -0.00067692674882330653 0.00051057602304559115 0.0020696966032677285 0.0017471548035781763 0.00022377490727934642 0.00079182071729439515 -0.0022780986487562038 -0.0022754715334117538 0.00073276615087695246 0.00014923320621794067 0.0021073017514445878 -0.0024647531072955887 -0.0017703312091879274 -1.8330757182703006e-06 0.00097768140588144433 -0.0011076199863446767
leaf_weight=4.0591360998732844 0.8824853946116481 0.71674624644219809 3.3104228014126411 1.2482944130897511 2.4602359868586068 1.2396575136808676 0.78146785404533048 0.40141593350563187 0.45870063336042222 0.4671290295664221 71.546473125441935 2.0169510671694288 1.8777517280541349 2.314073458313942 3.177863009274005 3.8195501370355487 1.5071993842720992 1.9204947054386137 3.9526813626289368 3.2901520831510425 1.4937716424319658 1.1276076230878964 1.2403863978106526 53.939993803138343 1.7139443829655645 0.48743776883929957 1.8434599527390663 13.37687350146553 4.5257174950093022 2.3603284657001486
leaf_count=194 554 7 42 22 21 40 16 16 37 24 2016 45 22 24 27 23 23 23 46 43 60 48 94 773 11 12 18 289 41 22
internal_value=0.000132625 0.000138424 0.000192663 0.000144458 0.000947681 0.000256543 5.4913e-05 -0.000765204 0.000416438 -0.000714655 9.50273e-05 0.000166035 0.000148774 0.000165903 0.000428865 -2.87263e-05 0.000675461 0.000372034 0.000721911 0.0011933 -0.00178934 0.000103848 -0.000699717 0.000126967 0.000619481 5.86101e-05 8.64202e-05 -0.00021603 0.000162102 9.6541e-05
internal_weight=193.558 192.676 116.81 109.8 7.01032 3.69989 75.8657 3.53776 1.64258 0.92583 72.3279 108.552 106.535 104.657 19.982 6.99741 12.9846 8.18725 5.87318 4.79735 1.89519 84.6749 2.36799 82.3069 6.26052 4.54657 76.0464 15.2203 60.826 56.3003
internal_count=4633 4079 1903 1800 103 61 2176 144 68 61 2032 1778 1733 1711 209 50 159 93 69 66 76 1502 142 1360 217 206 1143 307 836 795
is_linear=0
shrinkage=0.00196078


Tree=908
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 2 1 0 1 4 0 3 4 2 1 1 0 2 1 4 2 4 1 0 4 1 0 3 1 2
split_gain=0.22223 0.343243 0.468879 0.710771 1.18163 1.04458 0.416019 1.02488 0.803163 0.514302 0.400408 0.360684 1.20454 0.547406 0.613401 0.583642 0.41263 0.342839 0.376852 0.554612 0.581182 0.5547 0.829074 0.468869 0.354935 0.336622 0.315415 0.498475 0.435375 0.429869
threshold=98.230883170350012 74.927328095600004 93.972365491700018 -0.070854999999999987 -0.095854999999999996 -0.079369999999999996 75.629015667650023 96.978061681550017 76.621056717750008 40.858951393400005 93.843319501450011 0.091885000000000022 42.055256506450007 -0.096559999999999993 72.04530097975001 69.873026810350026 95.44832900530001 -0.61402999999999996 80.13218303615001 42.320906304050006 -0.22573999999999997 40.300545846000013 72.62331947780001 101.91675926715001 41.404176814550006 90.937096262400004 94.940210418650011 0.096715000000000009 72.327589083450007 0.067985000000000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -6 9 -8 -9 -3 -1 12 -4 14 15 -14 -13 -2 19 21 -21 22 -19 -24 -23 -20 27 -5 29 -28
right_child=17 6 3 26 5 -7 7 8 -10 -11 -12 16 13 -15 -16 -17 -18 18 25 20 -22 24 23 -25 -26 -27 28 -29 -30 -31
leaf_value=0.00014461229366642897 -0.0020360216199827139 0.00041318379640812621 -0.0023369388562668523 -0.0012399874731469592 -0.0021561327820976439 -0.00019995880260145893 -0.002134384271708329 -0.00054538069882406213 0.0012386017021203755 0.0015289685018736428 0.00097502096153419802 0.0012031213557760214 0.00042985061256720449 0.0022137985562724247 0.00061539451013670036 -0.0023286140487871567 -0.00035509804316699708 0.00091421860216415595 0.0002344987839379382 0.00016037282955322881 -0.0019496338614953359 0.00072359603576276771 -0.0018743420157623333 0.00010602045636303606 -0.00040266195730246561 -0.0011081927008516426 0.0010275899061488317 0.00093124617388509225 -0.00039256342506030761 8.8678571496775732e-05
leaf_weight=130.14684714770556 0.33237895581533194 5.6719585986575094 0.92477198649430636 1.2707204305770563 2.4208458320790669 1.852732155937703 0.73749693329227728 1.856957756681368 2.0318985860794783 2.2059421621379443 2.2713932007318354 1.587416554335505 0.50198391592130087 0.44464709050953422 1.7816337216936515 0.71484076499473304 1.1104225581511853 0.86980134714395019 14.188225732742236 0.77992740413174066 1.4078204723336964 3.1510216039605439 1.6774765669833871 0.6331259665894321 1.6335040237754581 0.75613529298129911 3.8115828293375653 0.59776392020285118 2.4075387977063656 3.689459253102541
leaf_count=2121 52 43 51 50 116 32 118 21 26 37 28 30 18 2 34 97 19 6 709 37 108 45 114 47 38 540 37 11 26 20
internal_value=0.00011315 0.000139002 0.000113875 -0.000143793 -0.00049419 -0.00130807 0.000451546 -1.51605e-05 0.000386737 0.000725622 0.000158856 -1.92948e-06 -0.000350097 0.000183543 -0.000117528 -0.00119065 0.000561763 -5.7679e-05 -3.14783e-05 -0.000322988 -0.00119742 -8.28049e-05 -0.000717472 -0.0013317 0.000339076 0.000166563 0.000193579 -0.000545368 0.000332924 0.000565777
internal_weight=193.468 168.039 155.535 23.1164 11.3393 4.27358 12.5043 4.62635 3.88886 7.8779 132.418 7.06572 4.36788 3.44311 2.99846 1.21682 2.69784 25.4294 25.097 10.1527 2.18775 7.96493 3.1804 2.3106 4.78453 14.9444 11.7771 1.86848 9.90858 7.50104
internal_count=4633 2937 2692 543 399 148 245 165 47 80 2149 251 202 151 149 115 49 1696 1644 395 145 250 167 161 83 1249 144 61 83 57
is_linear=0
shrinkage=0.00196078


Tree=909
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 0 0 1 1 3 4 1 2 4 0 2 0 2 2 2 0 4 4 1 3 3 1 2 1 3
split_gain=0.200781 0.924429 1.40424 0.796425 0.594027 0.502395 1.05502 0.693244 0.499435 0.463484 0.460386 0.839958 2.17997 0.582887 0.498201 0.672979 0.474288 0.379427 0.771631 0.674113 0.556143 0.550258 1.10652 0.413155 0.362001 0.827045 0.758399 0.740475 0.748193 0.692187
threshold=66.859265246100009 90.321439350550008 91.886121982450007 89.980005167950011 0.4149000000000001 91.886121982450007 90.60910437050002 67.606656606400023 67.606656606400023 -0.16179999999999997 38.621016321050007 63.452988794850008 -0.14314999999999997 40.300545846000013 81.90387694410002 -0.25447999999999998 89.057864029250013 -0.059424999999999999 -0.068964999999999985 -0.054875 92.773313165550022 38.238138001450004 35.119813570500007 83.116371560950014 0.083555000000000032 0.076615000000000016 72.04530097975001 -0.075639999999999999 87.143681840350013 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -7 -9 14 16 13 -13 15 -1 -12 18 20 -19 -10 22 -22 -24 25 26 -23 28 -27 -26
right_child=4 2 -4 -5 -6 8 -8 9 17 -11 11 12 -14 -15 -16 -17 -18 19 -20 -21 21 24 23 -25 29 27 -28 -29 -30 -31
leaf_value=0.0014458600844401372 0.0016418760645698042 0.0013372925145453665 -0.0010556787742426756 -0.0013153975248096576 -0.0020699891954412807 -0.0015144515005512612 -0.0019552540362899468 0.00057689983313387739 0.0013316744533233007 -0.0022076224761825862 0.00011992849202017458 -0.0012347521689296417 -0.0022209959808364463 0.0011062978379768067 0.0006574646390464094 -0.0016540005530615346 0.00093721145904224505 0.0017641426116005532 -0.0016393094239345186 0.00021269875322849291 0.00044434057838750634 -0.0014844129289594691 -0.0021555023499755873 0.00078279823256156204 0.0019604491995123697 -0.00188504080965795 0.00058056974403649048 0.0019531778464942071 0.00031974496764477801 0.00012450376076450983
leaf_weight=0.3964862500433799 0.8114727754145854 5.1766669442877165 1.1527652060030957 1.4450300782918919 0.50926798744308044 0.73617076507070933 1.429293587709253 0.45019307869370095 1.2048985075671144 0.4695043376123067 88.061057652161253 0.53148088278248939 2.0281366412382331 1.7729855637298895 10.421488652937112 0.83914959270623513 2.8172994405031195 1.1175739630271007 1.1081050212706092 29.485891724055818 1.5382984062823646 0.82365343073615971 1.6009730301957459 0.20787311267622488 0.82101195689756679 2.290716775823963 4.0269373165683646 0.2916169237578331 0.79786212201906881 20.583415116205288
leaf_count=21 9 63 40 21 44 16 69 12 18 53 1273 9 66 91 125 166 28 21 66 812 142 51 129 76 11 296 236 3 137 529
internal_value=0.000122504 0.000173096 0.000901466 0.000130533 4.00048e-05 5.54005e-05 -0.000708461 0.000320919 9.16301e-05 -0.000844595 0.000150084 0.000105053 -0.00073842 0.00056638 0.000517887 -0.000659329 0.000145265 0.000109572 -2.897e-05 0.000269354 2.32256e-05 -2.45741e-05 -0.000778171 -0.00181783 6.05408e-05 -0.000288931 0.000229926 -0.00103349 -0.00131549 0.000194925
internal_weight=184.947 114.643 6.32943 108.313 70.3047 69.7955 3.16046 1.73117 66.635 0.919697 106.868 95.211 4.3326 2.30447 11.6571 1.23564 90.8784 65.8988 35.2954 30.6035 34.1873 32.9824 3.34714 1.80885 29.6352 8.23079 4.85059 3.3802 3.08858 21.4044
internal_count=4633 1903 103 1800 2730 2686 143 74 2543 65 1779 1467 166 100 312 187 1301 2527 1694 833 1628 1610 347 205 1263 723 287 436 433 540
is_linear=0
shrinkage=0.00196078


Tree=910
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 0 2 3 3 2 2 3 3 0 1 3 2 3 0 4 0 2 2 1 4 1 4 3 0 4
split_gain=0.345914 0.210445 0.905387 0.73045 0.735092 0.754679 0.717637 0.594744 0.93515 0.855727 0.843317 0.707649 0.61619 0.438324 0.536807 1.08575 0.420584 1.16137 0.771264 0.465417 0.712744 1.0931 0.97385 0.708359 1.2052 0.51465 0.491279 0.462982 0.666781 0.413937
threshold=90.937096262400004 -0.064729999999999996 84.226704768850013 -0.054875 61.923256118600001 86.345209775600011 -0.017745 0.08376500000000002 0.075810000000000016 -0.047144999999999999 0.011900000000000003 0.086555000000000021 0.084805000000000019 85.968825637350008 62.084563606450011 0.090850000000000028 -0.072755 0.10176000000000003 87.261973998100004 39.788107623550012 91.437149474700007 -0.092084999999999986 -0.102645 83.116371560950014 35.119813570500007 66.235542959850008 38.751720283100006 0.095235000000000028 94.047642319350018 40.00488309970001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 -3 13 -5 6 -6 8 -7 -9 -10 12 -11 -4 -15 -16 19 18 -18 20 25 22 23 24 -22 -1 -26 28 -28 -21
right_child=-2 2 3 4 5 7 -8 9 10 11 -12 -13 -14 14 15 -17 17 -19 -20 29 21 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=6.251732662470702e-06 -0.0010959850178136256 -0.0011115349426881935 -0.00017696182623288539 0.00097697028445280329 -0.00099440015189789389 3.4811474499795693e-05 0.00015105859178677762 -0.0013964095603726503 0.0016022677501870033 -9.2208883385925345e-05 0.00046226908229607822 0.00021929482071845802 -0.0023538675756595803 0.0020765781946812055 -0.00092535223647851282 0.0013215801379136249 -0.0019843170451188563 0.0010511265819651936 -0.00020267089986779948 0.00080894070779177979 0.00056884252421720476 -0.0018707607700033004 0.0013875619582105609 0.0012043685055797202 -0.0023166192163810049 0.0012124504118109392 0.002111409315337682 -0.0022105369915917873 -0.0012256373202069609 0.00015308242027842691
leaf_weight=11.1196570480588 0.86595734240756783 1.8791607010607538 1.2775788456201542 4.3427510634064665 4.0649523856118321 9.085999303475548 4.3564874397125077 1.4812693238200143 4.001829849497879 1.1342332268977831 6.6250461755444121 25.654153274925193 0.78278893971582864 1.5575216040015218 1.1210373837238874 3.1502905302913859 1.7294155682902776 1.4355331842671146 2.0314701060124207 3.8569893906824282 1.5489120045167499 1.9452070229908693 1.2147736823280872 0.75588044066944338 1.576061685496825 1.5494938745105162 0.37356200814247109 0.53876064391806722 0.599883985996712 90.758359950697923
leaf_count=295 554 226 14 37 50 224 65 22 47 32 72 417 56 12 25 52 22 25 38 36 45 89 28 71 97 19 2 15 47 1899
internal_value=0.000140492 0.000146082 0.00023123 0.000267993 0.000199249 0.000140189 -0.000401844 0.000233794 0.000496673 5.54238e-05 0.000891566 0.000133424 -0.00101573 0.000863196 0.00109118 0.000731858 9.64746e-05 -0.000449252 -0.00102195 0.000120956 -0.000141474 -0.000578809 -0.000198486 -0.00055574 -0.000842645 0.000153775 -0.00155057 -0.000752178 5.49616e-05 0.000179818
internal_weight=192.415 191.549 70.5151 68.6359 61.5295 57.1868 8.42144 48.7653 19.7129 29.0524 10.6269 27.5712 1.91702 7.10643 5.82885 4.27133 121.034 5.19642 3.76089 115.838 21.2222 8.55304 6.60783 5.39306 4.63718 12.6692 3.08827 1.51221 0.973446 94.6153
internal_count=4633 4079 1351 1125 1022 985 115 870 343 527 119 505 88 103 89 77 2728 85 60 2643 708 394 305 277 206 314 161 64 49 1935
is_linear=0
shrinkage=0.00196078


Tree=911
num_leaves=31
num_cat=0
split_feature=4 2 1 0 1 0 0 0 3 0 0 1 0 1 2 1 4 2 1 2 3 1 2 4 0 1 1 4 4 4
split_gain=0.11112 0.118834 0.0831221 0.107149 0.0668472 0.804829 0.682685 0.665249 0.559709 0.386688 0.836806 0.465119 0.531653 0.348201 0.306581 0.349771 0.358393 0.340727 0.288481 0.566729 0.4318 0.416554 0.338517 0.37456 0.274404 0.432858 0.292425 0.270691 0.26727 0.23712
threshold=31.914316944300001 -0.10771499999999999 68.327163385350005 97.722764583650005 66.859265246100009 90.321439350550008 89.980005167950011 90.767723400200012 0.084805000000000019 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 67.606656606400023 0.20852500000000004 65.571493801650021 38.110427674550003 0.13747000000000004 69.999384342500022 -0.10040499999999999 0.08759500000000002 70.077349628250019 -0.15022499999999997 40.94178426300001 85.823648898300021 61.740440965750004 59.240174904450008 35.771221912400001 39.117456157700005 40.165165956550005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 5 6 14 -7 -9 10 11 -6 -13 -11 15 16 24 29 19 22 -21 -20 23 -15 25 26 27 -2 -16 -18
right_child=4 2 3 -5 9 7 -8 8 -10 13 -12 12 -14 18 28 -17 17 -19 21 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10431023494714745 0.025334321754865736 -0.10181109620518594 0.10130977983631778 -0.10082325828702909 0.095229529761573381 0.081156133271629322 -0.072390504584323431 0.047169469668718517 -0.042260355691889184 -0.072174555139072102 -0.090926944936170997 -0.1179276320718006 0.060634620706514521 0.086578958276747248 0.089943143837005787 -0.036163718377818684 -0.012265528281573984 -0.051422956046160297 -0.069612529424972244 0.032335269069823543 -0.032920085163680078 0.00020929827705460231 0.10565873633761738 -0.029615070949652572 0.049906164168063476 -0.052297411530865839 0.049045111067312089 -0.10581154966154194 0.0063040261954366615 0.003550257325691654
leaf_weight=0.20497881955975572 0.37893468886613813 0.051576913334428265 0.098580639809370041 0.03573004050051054 0.51003493741154604 2.3319353894330552 1.2482714168727387 1.6492004261235709 1.2157341019483281 0.64926493057282542 1.4067348361204493 0.344889610676546 0.32281412657175679 0.52949603367596887 0.73457415215670951 2.4239192646928123 10.961992604221448 1.2392643412604218 0.86888887803070147 2.0457131257280698 2.0107048214413226 51.437379127409031 1.0104710161685941 0.58277571469079703 2.6569220870733261 0.90333270773407992 1.8272822628496215 0.26919035008177161 0.79614303035486955 70.095475596051983
leaf_count=129 10 10 3 80 7 42 21 35 24 16 76 37 23 8 17 39 120 37 16 28 34 2302 9 33 38 65 26 44 23 1281
internal_value=0.00145198 -0.0518022 0.00609864 0.0475373 0.00158171 0.00319551 0.00106734 0.0414991 0.00921995 -0.000999896 -0.0388621 0.0233261 -0.0315983 0.000654865 0.00206093 0.0013124 0.00234078 0.000615768 0.00146337 0.0218971 -1.08198e-05 -0.000950551 0.0637615 0.025699 0.0258614 0.00695345 0.0285754 -0.0291354 0.0464415 0.00141137
internal_weight=160.842 0.390866 0.185888 0.134311 160.451 98.7322 93.5353 5.19687 2.86493 61.7192 2.58447 1.17774 0.667704 59.1347 92.287 90.7563 88.3324 82.2967 58.4854 6.17916 4.05642 52.3063 2.12274 1.11227 6.03566 3.37874 2.47541 0.648125 1.53072 81.0575
internal_count=4633 222 93 83 4411 1822 1721 101 59 2589 143 67 60 2446 1700 1660 1621 1438 2430 112 62 2318 50 41 183 145 80 54 40 1401
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 1 1 3 0 0 1 3 2 2 4 4 1 2 2 3 3 3 0 1 0 2 2 3 3 1
split_gain=0.390747 0.980759 0.469872 0.405826 0.363527 1.2399 1.15607 0.676205 0.55039 1.1076 0.787323 0.716642 0.48166 0.8959 0.577545 1.57646 0.680311 0.624568 0.749028 0.547089 0.490163 0.479371 0.464313 0.457953 0.666544 0.599426 1.44192 0.536778 0.641675 0.577533
threshold=63.910026677050006 62.907231794400012 64.108972578700019 64.369753017350021 66.235542959850008 65.765062787050013 66.859265246100009 0.4149000000000001 91.886121982450007 90.60910437050002 67.606656606400023 -0.16179999999999997 -0.059424999999999999 -0.068964999999999985 38.238138001450004 35.119813570500007 83.116371560950014 -0.59496499999999986 -0.54488499999999995 0.09721500000000001 0.081515000000000018 0.090465000000000031 94.354126546200021 74.927328095600004 100.19345760555002 -0.095854999999999996 -0.079369999999999996 0.095235000000000028 0.083555000000000032 72.04530097975001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 -5 21 8 9 10 -8 -12 13 14 15 -10 -17 19 20 -16 -19 -6 -15 25 -25 27 -27 28 29 -20
right_child=2 -3 3 4 6 -7 7 -9 12 -11 11 -13 -14 22 17 16 -18 18 23 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00016531012718787511 -0.0012254454623280096 0.001133425728639695 0.0010564525265573288 -8.3648464808254558e-05 0.0016495565459050091 -0.0023317708752702633 0.0016025455013123845 -0.002078909817626986 0.00063924261354776787 -0.0019516808511643438 0.00080069300650788516 -0.0023918412118910564 0.00024532743068713997 0.00020314871950011175 7.729027484634311e-06 -0.0021825750261051237 0.00099947509213775781 0.00070223538684098747 -0.001367986188509096 0.0015193788862770054 -0.0021168543721989271 0.0002955215173708845 -0.0023858683958133233 0.00063862614155949784 -0.00011881903765158281 -0.0017418680315005335 0.00037370770485545041 -0.0011442862797680831 0.00063898001927622616 0.0007099608698143522
leaf_weight=97.024362339347135 1.1310181334520155 4.1971990787424138 1.5035955358180206 8.555035010649588 2.4005658021196714 1.0600810130126763 0.90468548983335439 0.58655328264467144 1.8606432949272775 1.5683512422983765 0.51502078515477467 0.5689753936821943 33.455720954338638 0.37011906504630931 1.7051621809950881 2.0406395481550139 0.29575585331713217 0.30848583966143195 1.4189842296473201 2.0002656272845343 1.025118345965893 1.729459313675761 0.94960081894896575 8.5295241548301437 9.3774007716056058 2.7131197276175953 2.2791349617764629 1.1969458297826348 5.3193780025467277 0.80652839998947445
leaf_count=1494 16 68 35 207 33 33 9 44 145 69 12 53 841 4 60 132 76 31 134 24 59 17 62 137 559 104 23 24 87 41
internal_value=0.000120417 0.000205453 3.09201e-05 4.58706e-05 2.96264e-05 -0.000331507 7.10002e-05 1.86451e-05 3.41777e-05 -0.000719602 0.000252064 -0.000875026 6.96189e-05 -6.96915e-05 -1.83556e-05 -0.000707367 -0.00177977 6.04831e-05 -2.52867e-05 0.000823749 -0.00146475 0.00108255 -0.00165977 3.53837e-05 0.000241971 -0.000233971 -0.000776035 7.55883e-05 0.000269113 -0.000614936
internal_weight=197.397 101.222 96.1759 95.0449 93.5413 9.61512 83.9261 79.7961 79.2096 3.55703 1.98868 1.084 75.6525 42.1968 40.8771 4.19704 2.3364 36.68 32.9746 3.70543 1.3336 4.13003 1.31972 31.641 17.9069 13.7341 4.99225 8.74184 7.54489 2.22551
internal_count=4633 1562 3071 3055 3020 240 2780 2730 2686 143 74 65 2543 1702 1636 353 208 1283 1199 84 90 50 66 1109 696 413 127 286 262 175
is_linear=0
shrinkage=0.00196078


Tree=913
num_leaves=31
num_cat=0
split_feature=2 0 0 3 3 2 3 2 2 3 0 1 4 1 0 4 4 2 2 2 3 0 4 2 2 4 2 0 0 1
split_gain=0.215475 0.68886 0.52476 0.555713 1.46868 1.05348 0.795151 0.76083 0.974776 1.31624 0.676411 0.674596 0.630784 1.09516 1.00533 0.604072 0.598888 0.565746 0.521128 0.498531 1.11258 0.92964 0.475994 0.604681 1.0517 1.12787 0.893841 0.619267 1.20895 1.09078
threshold=-0.064729999999999996 84.226704768850013 85.307464937250003 0.08376500000000002 0.08674500000000003 0.04932000000000001 0.075810000000000016 -0.054875 -0.036264999999999999 0.096480000000000024 86.264556031700025 62.046925192600007 41.489621506400006 62.111448187750007 98.031937268650012 40.408647214050006 36.558960102350007 0.011900000000000003 0.075080000000000022 -0.072755 0.10176000000000003 87.261973998100004 39.262923716450011 -0.079369999999999996 -0.082654999999999992 43.182896969600009 -0.081844999999999987 94.300357383600002 90.321439350550008 71.504920895500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 -2 -3 6 5 -5 11 10 9 -9 -6 -4 15 -14 -15 -10 -13 -8 -7 22 21 -21 -1 24 27 26 -26 28 -24 -29
right_child=1 2 3 4 7 18 17 8 12 -11 -12 16 13 14 -16 -17 -18 -19 -20 20 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.00019197252347957398 -0.00097662748073656306 0.0012624589285808766 0.0010789038112696367 -0.0019498211338300102 -0.0001828781146332973 0.00064824427276928478 0.0013229292560049536 0.00029162673948802801 0.00018431619458249103 -0.0017197213091098395 0.0014796598406181135 0.0009605029750429277 -0.0015174286191365874 0.00040962724266137247 -0.0016368787172122777 0.00092377536618120596 -0.000336422482666712 0.00045242510821383102 -0.0015738317415826494 -0.0020819466481467024 0.00099140987712074079 -0.00016245717790274507 0.00016162086154837809 0.00058738539467179259 -0.0024146959459648383 0.00058114177142405145 -0.00059088087876617344 -0.0012025567252653801 0.0010064748797932197 6.0626087711730577e-05
leaf_weight=17.873911541716666 1.8249186411994731 1.8914106243755657 2.2092511057853725 2.216011500087915 1.3604836016893376 1.4243182124919256 4.9253838162403536 2.5438116898294494 11.367205016908438 2.4611301296390593 3.0504630584619008 1.6430973946917209 1.8415756751783181 7.3390762354829331 1.0556202559600931 6.7811587146134107 8.2034022456209623 6.8796555354547309 0.56743192967314815 1.8045627952087664 1.392595415614778 2.0977419549003571 50.07586627150522 11.078391805291174 1.4823384695919228 2.0766490221722052 3.4093014247482634 3.0573516770673477 7.4852355071925549 18.726018570210726
leaf_count=742 226 21 21 45 15 12 64 22 239 35 61 69 43 97 120 78 218 110 76 22 25 49 763 158 60 25 59 223 154 781
internal_value=0.000125275 0.000212156 0.000244173 0.000214933 7.91986e-05 -0.00101968 0.0004539 0.00020152 0.000100412 -0.000697434 0.000966877 9.97002e-05 0.000241093 -0.00014811 0.000152282 0.000460616 -0.000120003 0.000815623 1.51945e-05 7.51279e-05 -0.000513166 -0.0010501 0.000102152 0.000156132 0.00010078 -0.000629575 -0.00114356 0.000164922 0.000271486 -0.000116665
internal_weight=190.145 69.5854 67.7605 65.8691 42.0083 4.20776 23.8608 37.8005 33.3896 5.00494 4.41095 12.0558 28.3846 10.2363 8.3947 18.1484 9.8465 11.805 1.99175 120.56 5.2949 3.9023 115.265 97.3912 86.3128 6.96829 4.89164 79.3445 57.5611 21.7834
internal_count=4633 1572 1346 1325 843 133 482 710 634 57 76 308 577 260 217 317 287 174 88 3061 96 71 2965 2223 2065 144 119 1921 917 1004
is_linear=0
shrinkage=0.00196078


Tree=914
num_leaves=31
num_cat=0
split_feature=0 1 3 3 2 3 3 2 0 4 0 2 2 3 1 0 0 1 0 3 1 3 0 1 3 0 1 0 1 4
split_gain=0.212723 0.613735 0.658194 0.54772 0.495237 0.68898 0.743376 1.04875 0.760943 0.725539 0.617743 0.45409 0.629019 0.444623 0.423482 0.414651 0.376677 0.620938 0.4159 0.508034 0.496864 1.34521 0.338352 0.332569 0.67989 0.46051 0.776769 0.351726 0.562853 1.35796
threshold=93.972365491700018 71.830224329350003 0.10336500000000003 0.094595000000000026 -0.50748499999999985 0.092675000000000021 0.091885000000000022 -0.079369999999999996 95.988709089550014 43.663128814500006 94.625660817400004 -0.59496499999999986 -0.088274999999999992 0.23724500000000004 68.846035804500005 93.843319501450011 98.230883170350012 75.981203682750007 97.491557184450016 0.088145000000000015 75.629015667650023 0.08759500000000002 99.403050915200012 69.873026810350026 -0.10696499999999999 93.308316333500017 68.846035804500005 87.261973998100004 64.630533455950015 41.444941515100005
decision_type=2 2 2 2 2 2 2 2 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 16 -2 6 7 8 14 -10 -9 -5 13 -13 -6 23 18 -18 20 -20 -3 -22 -19 25 -25 26 27 -1 29 -29
right_child=1 3 -4 11 5 -7 -8 10 9 -11 -12 12 -14 -15 -16 -17 17 22 19 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=9.4281866385450227e-05 0.0010204236380477801 0.00037557597581146869 0.00060952225194422951 0.00069898972037040711 3.2734604181285299e-05 -0.0020883941210041888 0.0011100080708947684 -0.0010713287381308165 0.0013079849882223211 -0.0015317750550745545 0.00053026941913672824 -0.001801589257580144 -0.00016475984029323836 0.00071242855433349748 -0.0022013210972609762 0.00098981823759539621 -0.0020273785933669773 -0.0012739901628928761 0.0013964450352222028 0.00020385917644235208 -0.0022582270942196757 0.00097220961709119165 0.00013938193885101307 0.00073308160107665786 -0.0013301706126142381 0.0010524855353349256 -0.0013426032672681765 0.0013689022931246638 5.1852523409055088e-05 0.00021743204619068476
leaf_weight=90.819985262178307 0.73402557626832177 13.609155270503836 2.3093652858806299 1.5721847202512425 0.37428914511110223 1.1358437067829061 1.018889867234974 1.3528034547343875 0.67423151200637199 0.71032991798711009 2.9339813122642227 1.7093239746791362 7.0248065133564515 0.32130781620594451 2.5399276232346892 2.266898956091608 0.55100094199588312 0.67679662609589541 3.090434026438742 2.4716905942186713 1.0111915756133374 0.97196500934660424 17.218952031054187 0.98821575735928524 1.6216784690914199 2.1757585781160733 1.3393962113186706 5.5534963374957469 15.768950246652819 13.533729430288075
leaf_count=1540 16 118 37 38 13 65 14 33 8 36 47 149 210 11 186 35 58 13 28 19 76 7 1254 23 98 31 24 90 243 113
internal_value=0.000113937 2.09451e-05 -0.000345561 0.000121521 -0.000537785 -0.000644278 -0.000473493 -0.000661415 -0.00134576 -0.000148914 2.48446e-05 -0.000273726 -0.000442607 -0.0014038 -0.00191439 0.000158338 0.000227592 2.28057e-05 0.000406166 0.000866485 0.000241961 -0.000674958 8.59298e-05 0.000144037 -0.000548937 0.000158036 0.000142714 0.000158544 0.000325983 0.000552456
internal_weight=198.081 64.0125 13.7837 50.2288 11.4743 10.7403 9.60445 8.58556 4.29878 1.38456 4.28678 10.6276 9.05544 2.03063 2.91422 134.068 39.6012 18.4467 21.1544 5.56212 15.5923 1.98316 17.8957 131.801 2.60989 129.191 127.016 125.676 34.8562 19.0872
internal_count=4633 2436 455 1981 418 402 337 323 243 44 80 408 370 160 199 2197 1573 1325 248 47 201 83 1267 2162 121 2041 2010 1986 446 203
is_linear=0
shrinkage=0.00196078


Tree=915
num_leaves=31
num_cat=0
split_feature=2 2 4 4 2 1 1 3 3 3 3 3 3 3 1 1 2 3 4 2 0 3 2 1 1 4 2 2 3 0
split_gain=0.0752458 0.32535 0.53536 0.552722 0.44242 0.552766 0.714952 0.416338 1.14235 0.572762 0.513495 0.374858 0.432433 0.508395 0.373591 0.577837 0.277695 0.362333 0.294405 0.276433 1.27404 0.511866 0.365384 0.711171 0.589094 0.603612 0.290843 0.278518 0.917586 0.758669
threshold=-0.036264999999999999 -0.0025899999999999999 41.489621506400006 40.300545846000013 0.048475000000000011 70.311245485600026 61.987779113750001 0.098950000000000024 0.08759500000000002 0.082535000000000011 -0.144095 0.084565000000000015 0.10602000000000002 0.089705000000000021 59.98487780655001 61.821094709650005 0.067985000000000018 0.091885000000000022 42.527280425250005 -0.051199999999999996 86.692020874450009 0.083555000000000032 -0.064729999999999996 70.182199495350019 61.950140699950005 39.852039223600009 -0.054875 -0.072755 0.10176000000000003 87.261973998100004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 2 3 11 5 6 -3 8 9 10 -4 -2 13 -13 -6 -16 17 18 -17 22 -21 -22 27 24 -24 -26 -25 -1 29 -29
right_child=1 4 7 -5 14 -7 -8 -9 -10 -11 -12 12 -14 -15 15 16 -18 -19 -20 20 21 -23 23 26 25 -27 -28 28 -30 -31
leaf_value=0.0011095562844487292 0.055548223128702258 -0.08557280335780211 0.046084235456273076 0.071500398433888446 -0.074088575417966124 -0.10779091739783031 0.010450452918808506 0.017202868035596234 -0.12496005807500121 0.072396976500076357 -0.11173217971340317 -0.10627626381616345 0.038324996807786643 0.012003961265691834 0.09087026313852567 0.054951336528228582 -0.0027429898439563197 -0.018981464046479851 -0.0037828834664611422 -0.090462482704655345 0.025541019751961398 -0.033024558279813605 -0.0116243423587673 -0.088788510011469618 0.10257218333700309 0.028596626379116748 -0.0051573537715143905 -0.1006672974973431 0.051028176972478405 -0.0060673623107277315
leaf_weight=98.146097735858973 1.3826981121674164 1.0406414181306924 0.36194264209188987 2.8400663963984698 0.58609161648564878 0.74313941472610157 3.0421406583336648 4.3766952508412942 0.89261481550056476 0.85561359739949694 0.47905817238643089 0.69946491638620523 1.0965211186558006 0.75632920746693344 0.78883346240036445 2.9720681729231755 16.622111312922698 1.5175378667021275 1.1971914621535686 1.8489996281568872 4.01823250122834 2.3740726325995638 1.791170300450174 0.61537422409492126 1.7395838890224693 3.0142691679066047 1.2824396918294949 1.6014552809065201 1.2026766648341434 1.8013028624634442
leaf_count=2965 18 58 18 63 109 116 39 38 86 12 29 24 8 16 13 62 584 37 13 29 27 34 19 47 23 35 15 22 25 49
internal_value=0.00159827 0.00522533 0.0178653 0.0378798 -0.00086682 -0.0284635 -0.0140245 -0.00160094 -0.0333859 0.0147927 -0.0438125 0.0136144 -0.00910287 -0.0448261 0.0047564 0.00675704 0.00378283 0.0228574 0.038086 0.000315192 -0.0173562 0.00379003 0.00162493 0.0216228 0.0372512 0.0556666 -0.0322751 -1.82412e-05 -0.0240527 -0.0505894
internal_weight=161.686 42.2508 13.741 6.77508 28.5098 4.82592 4.08278 6.96592 2.58923 1.69661 0.841001 3.93501 2.55232 1.45579 23.6838 23.0977 22.3089 5.6868 4.16926 119.436 8.2413 6.39231 111.194 8.44284 6.54502 4.75385 1.89781 102.752 4.60543 3.40276
internal_count=4633 1343 312 129 1031 213 97 183 145 59 47 66 48 40 818 709 696 112 75 3290 90 61 3200 139 77 58 62 3061 96 71
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 1 1 3 0 0 1 3 3 4 4 1 1 1 2 3 0 1 2 4 4 1 2 4 3 2
split_gain=0.0747114 0.724361 0.362593 0.270293 0.287045 0.837941 0.764334 0.409427 0.348089 0.741907 0.498732 0.37938 0.315911 0.505917 0.996318 0.437723 0.296377 0.249498 0.467403 0.406704 0.602059 0.36503 0.266973 0.330468 0.220727 0.551165 0.567242 0.453652 0.403302 0.244393
threshold=63.910026677050006 62.907231794400012 64.108972578700019 64.369753017350021 66.235542959850008 65.765062787050013 66.859265246100009 0.090465000000000031 91.886121982450007 90.60910437050002 67.606656606400023 -0.16179999999999997 0.090465000000000031 42.123054668150012 35.119813570500007 65.509659264600018 67.606656606400023 69.999384342500022 -0.10040499999999999 0.079470000000000027 93.72771580185001 70.077349628250019 -0.15022499999999997 40.94178426300001 39.427119987250002 60.87206898960001 -0.043559999999999995 37.345948426100009 0.080960000000000018 0.055540000000000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 -2 -4 5 12 7 -6 9 10 -8 -12 13 14 -5 -14 -10 18 22 -20 -21 -19 23 -18 25 27 28 -1 -27 -26
right_child=2 -3 3 4 6 -7 8 -9 16 -11 11 -13 15 -15 -16 -17 17 21 19 20 -22 -23 -24 -25 29 26 -28 -29 -30 -31
leaf_value=0.0079148542921995326 -0.06213306922202038 0.051106629322017573 0.049013770897420234 0.030375522760612908 0.081523758674009031 -0.11291582867680633 0.079865697500507704 0.0086982424893142351 -0.066888464659106917 -0.097662541591989671 0.029093762659626116 -0.11288925843764996 -0.033779407982882995 0.024703092839941945 -0.10585465792834403 0.044436633570122272 0.083221985183561192 -0.066213851542086047 0.039110497161524718 -0.073432657553002406 0.025945459864052913 -2.4179955224439519e-05 0.095061160025629823 -0.027033773638241054 0.0010592124221138193 0.062086667298220002 0.074541603108409279 -0.11197653841222213 -0.0094603584497654509 -0.032979247637407054
leaf_weight=0.78019479034628492 0.95363486982296208 3.0764609448378897 1.1049494438775571 0.85277303593466047 1.7552052238024765 0.84929511210066255 0.60271218232810431 1.3781207976862786 0.64740958990296249 1.1293724052229661 0.37479005390196107 0.37799221011573536 1.1258114510856105 1.1998852758624705 1.4491063665191175 1.963168269023299 0.50570513028651498 0.84683283849153568 1.6231126822531212 1.2633050293661656 1.1781358472071586 51.746837115724759 1.0208759084343908 0.58786150952801108 73.389455553990956 1.0708514306643335 1.9991851338854756 0.53000858740415424 2.9812358987692278 2.1717734240228301
leaf_count=99 16 68 35 15 33 33 9 17 16 70 12 53 32 98 39 23 8 16 20 31 13 2438 11 33 1170 50 31 32 37 75
internal_value=0.00145061 0.00345899 -0.000866616 -7.26059e-05 -0.00082094 -0.0194276 0.00130756 0.0494931 -0.00113136 -0.0378002 0.0120759 -0.0421997 -0.0073805 -0.0279432 -0.0553857 0.01593 0.000402086 0.00114332 0.0201521 0.000314961 -0.025477 -0.00108993 0.0582845 0.0239525 0.00169125 0.0182207 0.0309529 -0.0405841 0.00944749 8.08823e-05
internal_weight=160.536 85.9992 74.5369 73.5833 72.4783 7.44004 65.0383 3.13333 61.9049 2.48487 1.35549 0.752782 6.59074 3.50176 2.30188 3.08898 59.4201 58.7727 6.179 4.06455 2.44144 52.5937 2.11444 1.09357 82.9227 7.36148 6.05127 1.3102 4.05209 75.5612
internal_count=4633 1562 3071 3055 3020 240 2780 50 2730 144 74 65 207 152 54 55 2586 2570 116 64 44 2454 52 41 1494 249 118 131 87 1245
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=0
split_feature=2 2 2 4 2 0 2 0 0 2 0 0 2 3 2 1 3 2 1 1 0 0 1 1 3 3 2 2 2 3
split_gain=0.233559 0.756182 0.754714 1.00325 1.22475 0.688611 0.656031 0.675796 0.608103 0.851322 0.465784 0.634975 0.819627 0.93492 0.893934 0.757909 0.918115 0.580092 0.504067 0.459844 0.389306 0.51431 1.01608 0.500299 0.473507 1.1126 0.763758 0.59846 0.500678 0.49568
threshold=-0.079369999999999996 -0.077085000000000001 -0.082654999999999992 43.182896969600009 -0.081844999999999987 94.75470680765001 -0.076544999999999988 84.226704768850013 86.474255765850003 -0.080234999999999987 85.769879735700016 85.968825637350008 -0.06828999999999999 0.082685000000000022 -0.054875 62.084563606450011 0.087475000000000011 -0.07490999999999999 61.998532946250002 62.111448187750007 86.036037090600004 86.345209775600011 61.966271448700006 62.084563606450011 0.08376500000000002 0.075810000000000016 -0.047144999999999999 0.067985000000000018 0.26056000000000007 0.086555000000000021
decision_type=2 2 2 2 2 2 2 2 2 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 -4 19 -3 -8 -6 -10 -9 18 13 -13 15 -14 -17 -15 -12 -2 -16 22 -22 -23 25 28 -26 -27 -25 -28
right_child=1 6 3 -5 8 -7 7 10 9 -11 11 12 14 17 20 16 -18 -19 -20 -21 21 23 -24 24 26 27 29 -29 -30 -31
leaf_value=0.00010014970378496471 0.00031514750595821364 -0.0014597777457282218 -0.0024310357785923922 0.00059138428338025538 0.00077860728136665801 -0.00014232865690706758 -0.00077001631582729563 0.00069686484886056588 -0.00010890588716808847 -0.0024181956594319857 -0.001136707932469143 -0.0017127791112165368 0.0020749791502588915 0.00082113235402754233 0.0015147433596065414 -0.00081570358722760495 0.0011262358168977128 -0.00052816916992735928 5.5072859002169543e-05 0.0019785172239308009 0.00054833919961928975 0.00079121921290086676 -0.0015214963942547625 -0.00032969116673490031 -0.0014567667509527984 0.0012524755321839847 -0.00092659910019061466 0.00027665892868493868 0.00087578045908031916 0.00014753871966074737
leaf_weight=92.412944110020135 0.90273382514715139 0.96539964340627094 1.5977431889023135 2.1625381354242563 1.1857542456127697 1.4579055003414394 2.8601784325001054 6.6472934425109989 1.7822095963783797 0.93614800798241038 2.4972708625718942 1.6631526295386709 1.7560224384069361 1.9525034762045828 0.8509010523557724 1.3242392552310773 3.1928239837579895 3.2877542964815807 3.0078592784702778 2.1870809053070843 1.7475093752145761 5.4434052016586056 1.9067807020619509 7.2722273576073366 1.3449000641412521 5.7825853023678047 1.7917904489304515 4.1508291295640447 1.6196895442299135 21.131774807732654
leaf_count=2598 6 24 70 25 12 24 235 73 38 23 26 31 14 20 5 31 72 53 27 80 13 53 35 179 20 81 104 63 94 504
internal_value=0.000115658 0.000190125 5.11125e-05 -0.00054015 -0.000984907 0.000968435 0.000147063 0.00016616 -0.000393084 -0.000904179 0.000200326 0.000154307 0.000207502 -0.000431937 0.000281923 0.000981877 0.00055693 -2.54237e-05 -0.00048555 0.00149254 0.000199142 0.000177693 -0.000531685 0.000231101 0.00016035 0.000393715 -2.06738e-05 0.000844716 -0.000110111 6.35801e-05
internal_weight=186.822 86.7446 100.077 7.66439 5.50186 4.54772 82.1969 81.2315 3.90411 2.71836 78.3713 71.724 66.2189 6.90341 59.3155 6.27309 4.51706 5.24026 5.50513 3.08981 53.0424 52.1915 3.65429 48.5372 43.0938 18.8253 24.2685 9.93341 8.89192 22.9236
internal_count=4633 1867 2766 168 143 110 1757 1733 73 61 1498 1425 1372 104 1268 117 103 73 53 86 1151 1146 48 1098 1045 417 628 144 273 608
is_linear=0
shrinkage=0.00196078


Tree=918
num_leaves=31
num_cat=0
split_feature=1 0 2 1 4 0 0 2 4 4 0 0 3 2 0 0 4 4 1 1 0 4 4 1 4 3 4 4 2 0
split_gain=0.178828 0.672654 0.397688 0.395812 0.315171 0.50799 0.529781 0.480225 0.462915 0.913367 0.627337 1.41168 0.599096 0.428817 0.395658 0.854975 1.11751 0.680247 0.967251 1.14733 1.01416 0.865044 0.805435 0.676787 1.06956 1.22388 0.595593 0.53067 0.472608 0.4433
threshold=63.910026677050006 89.474575039450016 -0.038374999999999999 64.108972578700019 41.976795488650005 87.261973998100004 86.866770652900016 -0.071969999999999992 42.684965421050009 42.720329370750001 85.431134011250023 86.345209775600011 0.087795000000000026 -0.06828999999999999 85.662341410450011 85.769879735700016 39.571921479100006 40.165165956550005 61.987779113750001 61.923256118600001 86.420486603250012 40.890797847750008 41.542492784600007 58.309968391300011 39.683197198900011 -0.25420999999999999 39.476991512000005 35.771221912400001 -0.064729999999999996 85.121961326250016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -2 5 6 14 -7 10 -10 -6 12 -12 -13 23 -16 -17 -18 19 -19 22 -21 28 26 29 -26 27 -1 -20 -25
right_child=3 2 -4 -5 8 7 -8 -9 9 -11 11 13 -14 -15 15 16 17 18 20 21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00093799215370230654 -0.0011411840524683389 0.00043937578492620703 0.0020151784041836612 5.9382483461998539e-05 0.00097906835515442631 0.00021916731647539424 -0.000639570296382658 0.0014475422115655364 0.0015862370809383642 5.1457482281185859e-05 -0.00031432840532707285 -0.00050547750954349003 -0.0022123230603339188 0.00044840671117297391 0.0010053548665434578 0.0011172315702499015 -0.00060437228752952378 0.00056030575274845144 -8.0677740924510236e-06 -4.6805118684119935e-05 -0.00014478779162083785 -0.0018110000187833168 0.001514399448959597 -0.00031771183343756189 0.00080079031587162086 -0.0023285294022155453 0.0014572241748923612 -0.0020595599524403417 0.00093819824371112995 0.00091740446661617314
leaf_weight=0.46532728266902124 1.0682614732577338 1.3191045075654986 1.1547760106623162 90.403999059623629 1.256819980808358 2.4444462582468987 2.9085425566881886 2.4499953286722294 1.5840218588709856 25.325393062590592 0.92719802516512428 3.5704626850783825 2.059857513057068 3.6788576748222113 5.7651975909247986 4.4089454002678385 4.9460734231397536 2.7470555633772191 4.4686319679021871 1.8659816700965164 7.684209741652011 2.5005295686423779 3.7956544347107402 3.3839039560698438 0.65664824098348651 1.7913032186916096 1.6258447587897533 0.44346003804821521 3.7173028960823995 1.6678983429446814
leaf_count=35 16 17 26 3055 48 36 28 35 60 472 22 27 57 25 34 33 32 20 22 24 39 21 35 131 2 136 54 49 22 20
internal_value=0.000108107 0.000165152 0.00117494 4.53616e-05 0.000139698 0.00022879 0.000174773 0.000834051 1.11057e-06 0.000141802 -0.000328296 -0.000488814 -0.00162318 -2.1404e-05 0.00022038 0.000304134 0.000192255 6.3709e-05 0.000187102 -0.000432498 0.000411225 -0.00105709 0.000767816 -0.000129342 -0.000425378 -0.00148911 0.000746602 -0.00052472 0.00042164 9.0073e-05
internal_weight=192.086 100.613 2.47388 91.4723 98.1396 59.737 54.8425 4.89444 38.4026 26.9094 11.4932 10.2364 2.98706 7.24932 51.934 41.8996 36.1344 31.7254 26.7794 7.11357 19.6658 4.36651 11.9816 10.0344 7.49975 2.44795 2.53463 0.908787 8.18593 5.0518
internal_count=4633 1562 43 3071 1519 808 737 71 711 532 179 131 79 52 709 282 248 215 183 65 118 45 79 427 289 138 138 84 44 151
is_linear=0
shrinkage=0.00196078


Tree=919
num_leaves=31
num_cat=0
split_feature=1 0 1 0 3 3 0 0 1 0 4 4 4 1 0 1 3 4 1 2 0 4 2 4 4 1 2 2 3 0
split_gain=0.274008 0.855994 1.22046 0.888488 0.722241 0.688118 0.550973 0.837774 0.585586 0.709907 0.54114 0.504012 0.793519 1.07328 0.575072 0.84465 0.750031 0.477434 0.455805 1.35666 0.463862 0.444718 0.404012 0.842074 1.21776 0.538022 0.512252 0.408646 0.765736 0.570006
threshold=66.859265246100009 90.321439350550008 65.765062787050013 90.767723400200012 0.084805000000000019 0.4149000000000001 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 43.111435027700004 42.243697547450004 42.431220712750012 62.186725015400008 87.261973998100004 64.630533455950015 0.093325000000000033 41.319407281650008 62.245871094250013 -0.10434500000000001 86.866770652900016 39.852039223600009 -0.059424999999999999 38.238138001450004 35.119813570500007 83.116371560950014 -0.068964999999999985 -0.59496499999999986 0.092675000000000021 95.217121606100008
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -2 -10 -9 14 13 -13 18 17 -17 21 20 -20 -1 -16 23 24 -8 -26 27 -25 -29 -30
right_child=5 3 -4 4 -6 -7 22 10 9 -11 -12 12 -14 -15 15 16 -18 -19 19 -21 -22 -23 -24 26 25 -27 -28 28 29 -31
leaf_value=0.00023804256213930233 0.0017522166878262059 0.0016350431361548069 -0.0018159871026015644 0.00091641587434647279 -0.00087046969403485348 -0.0020796731982686591 0.00036519312083792716 -0.0023042383029229915 -0.0023946413301862701 0.0010547034028759298 0.00012710785865557907 -0.0024278265625540538 3.5433605082546769e-05 0.00027954634892347468 0.00050370492418747557 -0.00083679548900039951 0.00065036445022003829 0.00042983533014399867 0.00083609483764946521 -0.0018743590842617147 -0.00056631798645920706 0.0017472045774728515 0.00022857216384259037 0.00072775829632292042 -0.0021697120929299609 0.00076175693666393396 -0.0013794970387984698 0.00016860932506618112 -0.0017861433013202255 -0.00031121896500390132
leaf_weight=54.454088979018707 0.6389681734144681 3.0342624820768824 1.2273119841702271 2.1569377670530234 1.4571783964638596 0.59626500347348965 1.6649409567860392 1.3163485559634862 0.46486752709097345 0.4528768922900781 0.48038355607422989 1.2059753141948015 33.975168240565836 1.0558350748033261 1.6110006123781184 2.3776844963431349 2.8869204763323069 3.6517490800470114 1.3345623791137771 1.5170317839365441 2.9033981114625922 3.5255905650556087 33.547161773823518 3.3059252039092746 2.0681308059429289 0.27241314397724625 0.96002407248307164 23.64141953229046 1.2302326645585697 5.5615597496871487
leaf_count=722 7 42 22 35 26 44 145 50 37 24 25 41 718 7 25 32 30 36 39 47 27 54 841 84 151 78 45 1002 38 159
internal_value=0.000110182 0.000169218 0.000128544 0.000852745 0.00019596 1.84726e-05 3.50198e-05 -0.000741939 0.000310957 -0.000692502 -0.00165418 0.000150142 -3.94316e-05 -0.001164 0.000242647 0.0005998 -2.12903e-05 0.000971861 0.000159287 -0.000605851 0.000197326 0.0013572 7.1081e-05 -6.54241e-05 -0.000916671 -0.00182852 3.28392e-05 7.30263e-05 1.90348e-06 -0.00057838
internal_weight=194.576 118.375 111.726 6.64838 3.61412 76.2015 75.6053 3.35344 1.55671 0.917744 1.79673 110.499 36.237 2.26181 74.262 14.0529 5.2646 8.78834 60.2091 2.85159 57.3575 5.13659 72.2518 38.7046 4.00548 2.34054 34.6992 33.7391 30.4332 6.79179
internal_count=4633 1903 1800 103 61 2730 2686 143 68 61 75 1778 766 48 1012 177 62 115 835 86 749 79 2543 1702 374 229 1328 1283 1199 197
is_linear=0
shrinkage=0.00196078


Tree=920
num_leaves=31
num_cat=0
split_feature=1 0 0 4 3 3 3 1 3 1 0 0 0 4 3 2 2 2 1 2 1 3 0 1 0 3 0 2 2 2
split_gain=0.284876 0.210857 0.594695 0.578501 0.449358 0.882968 0.662883 1.07759 0.661439 0.48769 0.885151 0.507981 0.445861 1.29711 0.840931 0.590103 0.449643 1.13811 1.01061 0.728906 0.674444 0.940976 0.637304 1.45673 0.637921 0.634776 0.429907 0.407026 1.13134 0.654204
threshold=90.679004281900021 85.705356740550016 85.823648898300021 42.081757894750005 0.11768500000000003 0.10087500000000002 0.083555000000000032 61.982402197500001 0.08326500000000002 61.950140699950005 85.307464937250003 84.546631286350006 85.990333302400003 40.518963363600001 0.10876000000000002 -0.031989999999999998 -0.06828999999999999 -0.075639999999999999 65.509659264600018 -0.054875 62.084563606450011 0.087475000000000011 86.264556031700025 62.00390986255001 86.393602021950016 0.087795000000000026 86.420486603250012 -0.076544999999999988 -0.077085000000000001 -0.078549999999999995
decision_type=2 2 2 2 2 2 2 2 2 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 8 9 -1 10 11 -8 13 -4 15 -15 17 22 -19 20 -18 -22 23 -14 -24 -25 -26 28 29 -28
right_child=-2 2 12 -5 -6 -7 7 -9 -10 -11 -12 -13 16 14 -16 -17 19 18 -20 -21 21 -23 24 25 26 -27 27 -29 -30 -31
leaf_value=1.5864069460148234e-05 -0.00099460773407268827 0.00093571355559447474 0.0004243421064804304 -5.375291934495323e-05 -0.0012139819528277193 0.00073785585820168641 -0.00067645394644966694 -0.0019871838447918632 0.00202775423868579 0.00072555389862226447 -0.0018947743351448736 0.00094564570065123186 -0.00069270194399995123 -0.0022796558287559079 0.00026029828913862147 -0.00033866104110590723 0.002062927475412001 -0.0020185666441699516 -0.0001460165656297069 0.00021759144186241742 -0.00087128258956308913 0.0011108414488133708 -0.00082443641144860805 0.0016945354635252517 0.0012442004896148565 0.00041874625817899848 5.4390895796117439e-05 0.0011605486478826169 -0.0022434411627236081 0.0012481882030743758
leaf_weight=8.9487659220230924 0.85475787577467954 7.0808872338384372 4.4994666320271772 3.3448946941643953 1.1770891691558052 5.1903562203515312 1.7061266141827212 1.7112948655267244 0.67570051178336221 1.5474918282125143 1.3216136423870919 1.3138421326875684 2.306565829087047 1.9762830624822525 1.2158047659322617 0.86611214466393027 1.5260202214121807 1.8106453828513611 2.855808443040587 51.754188468043139 1.2772749178984666 3.2995939220709261 2.9814092041924587 3.4300215169787407 1.2443241998553265 2.6639479212462902 62.460460658223823 1.3159690856700894 0.81021278165280719 1.8161831092802447
leaf_count=605 570 33 29 41 32 63 80 145 5 13 28 9 18 56 7 9 13 24 51 930 29 72 19 36 13 16 1580 12 21 74
internal_value=0.000134748 0.000139991 0.000165427 0.000618264 -3.30967e-05 2.89151e-05 -0.00018471 -0.000617564 0.000157112 -0.000219569 -0.000556444 2.9243e-05 0.000133976 -0.00030064 -0.00110445 -0.00168821 0.000160251 6.83686e-05 -0.000872591 0.000293167 0.00093407 0.000557687 0.00012393 0.000634489 6.3204e-05 0.00113683 0.000102325 8.09273e-05 5.90988e-05 8.81225e-05
internal_weight=184.983 184.128 160.536 10.4258 23.5923 22.4152 17.2248 7.60037 9.62447 5.88907 4.34158 3.01997 150.11 8.55767 4.0582 2.8424 141.553 83.6955 4.66645 57.8571 6.10289 4.57687 79.0291 8.40054 70.6286 6.09397 67.6471 66.4028 65.0869 64.2766
internal_count=4633 4063 3083 74 980 948 885 275 610 130 117 89 3009 101 72 65 2908 1864 75 1044 114 101 1789 70 1719 52 1700 1687 1675 1654
is_linear=0
shrinkage=0.00196078


Tree=921
num_leaves=31
num_cat=0
split_feature=2 0 3 2 3 4 2 4 3 3 1 1 1 1 0 4 2 2 3 1 2 0 0 0 0 0 3 4 0 1
split_gain=0.236887 0.750974 1.69769 0.983413 0.888013 0.622883 0.605329 1.33042 0.586803 0.62926 0.579909 1.17448 0.981788 0.493827 0.784301 0.460848 0.612753 0.861777 1.11788 0.679458 0.547912 0.662807 0.65703 0.454967 1.16567 1.03165 0.831578 0.50707 0.524454 0.492985
threshold=-0.06828999999999999 86.264556031700025 0.10487000000000003 -0.054875 0.087475000000000011 39.852039223600009 -0.072755 40.518963363600001 0.093325000000000033 0.084365000000000009 62.046925192600007 61.987779113750001 61.950140699950005 62.084563606450011 86.692020874450009 39.262923716450011 -0.079369999999999996 -0.082654999999999992 0.085345000000000018 62.068432857650002 -0.077085000000000001 94.75470680765001 85.866664228400012 94.300357383600002 90.321439350550008 95.217121606100008 -0.25098999999999999 43.521589032450009 91.437149474700007 67.181880221750006
decision_type=2 2 2 2 2 2 2 2 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 8 4 -3 -4 15 -8 9 10 11 12 -2 -5 -15 -1 17 23 -19 -20 21 -18 -22 24 -17 26 -25 29 -29 -26
right_child=1 3 5 13 -6 -7 7 -9 -10 -11 -12 -13 -14 14 -16 16 20 18 19 -21 22 -23 -24 25 27 -27 -28 28 -30 -31
leaf_value=-0.00020804708690717947 0.00037549270609467779 -3.0121983240782824e-05 -0.00022108757044058381 0.00075774776161004523 0.0016158098571362205 -0.0023195857370831865 0.00041018729565990108 -0.0019864087582896722 0.00055045947890541315 -0.0011129430934469567 -0.0014908880596323883 0.0021131324031544506 -0.0025488914008324334 -0.0022789473686741098 0.00018380629445592406 0.00013396759862016291 0.001570375987478544 0.0002590974637178056 -0.00060660316582356966 -0.0023082768902018612 0.0010976253062544464 -2.5061380180382096e-05 -0.00020663736067377074 0.0012943539579747063 0.0020449168339987233 4.1826424574717319e-05 -0.0019891257312004036 0.0009172837391375235 -0.0015944243703366313 0.00082044492127593459
leaf_weight=16.852982469859057 1.9577600983247965 1.8641466142471461 0.79795432835817282 5.9434305429458609 3.8901763546891743 1.7074599581537766 1.8744145100663439 1.696638083169091 6.1500786447431892 2.3237095348595176 0.69586204653023731 1.1406038030982015 0.5698473174124955 0.50285828486084838 43.912299311879906 49.955328802920121 3.2688198518007994 3.2980515453964463 2.1867305608466272 1.5356692778004797 2.1871553296223265 1.4430890789080875 4.6252580352884252 0.35927182657178525 1.9776421841233958 20.090259774709011 1.6985509536170891 0.79972592415288069 0.53238860583223868 3.5038766660727561
leaf_count=742 144 36 9 57 73 50 33 32 70 76 28 7 6 10 1037 763 84 38 35 71 10 20 44 8 26 797 199 16 74 38
internal_value=0.000120505 0.000209587 -0.000174823 0.000314698 0.0010826 -0.00165123 6.65086e-05 -0.000728456 0.00011331 -0.000288693 0.00015019 0.000461504 -0.000283808 0.000226952 0.000155924 9.13423e-05 0.000143112 8.61784e-05 -0.000572144 -0.00130863 0.000567672 0.00108175 0.000212102 0.000144743 0.000237735 -9.36109e-05 -0.00141587 0.000998524 -8.65374e-05 0.00126221
internal_weight=189.342 71.4562 15.3433 56.1129 5.75432 2.50541 117.886 3.57105 12.8379 6.68778 4.36407 3.66821 2.52761 50.3586 44.4152 114.315 97.4618 85.9375 7.02045 3.7224 11.5243 4.71191 6.81241 78.917 56.769 22.1481 2.05782 6.81363 1.33211 5.48152
internal_count=4633 1603 390 1213 109 59 3030 65 331 261 185 157 150 1104 1047 2965 2223 2065 144 106 158 104 54 1921 917 1004 207 154 90 64
is_linear=0
shrinkage=0.00196078


Tree=922
num_leaves=31
num_cat=0
split_feature=0 1 4 2 4 1 0 4 1 4 2 2 2 0 3 3 1 0 4 0 4 1 1 4 3 2 2 4 4 0
split_gain=0.228432 0.501806 0.564947 0.674933 0.579953 0.712523 0.694879 0.499442 0.460038 0.57084 0.570781 0.476739 0.442451 0.400106 0.722347 0.529075 0.497738 0.384948 0.354436 0.361584 0.335325 0.562362 0.520204 0.732207 0.688291 0.496112 0.468186 0.303379 0.524491 0.48809
threshold=98.230883170350012 80.13218303615001 42.320906304050006 -0.22573999999999997 40.806664626150003 72.62331947780001 101.80384402570002 41.404176814550006 81.339300736700025 44.749265482150008 -0.18437499999999998 0.28423000000000004 -0.61402999999999996 97.491557184450016 0.091290000000000024 0.10821500000000002 75.424692849750016 102.75018128760001 47.309807198350008 103.37390357390002 44.578137159850009 75.180043159850015 74.927328095600004 48.109449608500007 1.0000000180025095e-35 -0.098419999999999994 -0.61402999999999996 46.095286511800005 47.74983977685001 110.98492854115001
decision_type=2 2 2 2 2 2 2 2 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 4 -4 5 -2 -7 -6 17 10 12 -12 -10 20 16 -16 -15 -3 19 -19 -1 22 23 25 -25 26 -22 -11 -29 -30
right_child=1 8 3 -5 7 6 -8 -9 9 27 11 -13 -14 14 15 -17 -18 18 -20 -21 21 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.00016038300646882669 0.00087585033245630528 0.00075254787765642616 0.00018092238671807645 -0.0019619290927578555 0.00084959715935354946 -0.0018646812164122807 0.0001472974437983762 -0.00050082260029179213 -0.0020217379527179783 0.0015534589768961371 -0.0013440553488028033 0.00030748376029693164 0.00089069058956286649 0.00036018133082272685 -0.00065809932696042834 0.00093350681300945584 0.0016999303552259555 0.00020596091858844626 0.0011706942502427695 -0.0020316063283532079 0.0014614944997012294 -0.002165314971084758 0.0018120570499601477 -0.00025328153855259299 0.0012813969343774957 1.6663608099008031e-05 -0.0018393129751301267 -0.0021561046107495697 0.0010344772558227603 -0.00064419714642865609
leaf_weight=143.13419187313229 0.86051211319864007 6.1174159692600396 0.88209378841565955 1.5726043747126812 2.857050247490406 1.8748831400880592 1.018472818763257 1.6674918578937648 0.23600959151508494 0.76334948348812748 2.8575396184041852 0.87860602318687586 1.3346391629602319 1.8708257587859396 2.1975683241616939 1.2653256831690667 2.4786742602009326 0.54752705292776205 0.42838566406862799 0.5633454596681986 0.18147235363721703 0.53902961718267839 0.51396495229710204 3.4693028449546546 1.6617264983069615 1.2781255913578173 1.8436545981094239 0.33182481076801229 1.8970491989748555 1.026134049912798
leaf_count=2337 6 47 37 108 34 120 61 39 38 13 618 78 174 19 36 27 24 3 28 49 4 83 5 84 30 51 237 43 106 94
internal_value=0.000130478 -3.39017e-05 -0.000365773 -0.0011919 -0.000120813 -0.000690584 -0.00115646 0.000351908 0.000175853 -0.00011658 -0.000538731 -0.000955673 0.000453062 0.000158875 0.000591673 -7.65337e-05 0.00112367 0.00053201 -0.000344464 -0.000928754 0.000136721 -0.000220269 -0.000103102 -0.000219807 0.000243737 -0.000939843 -0.00154353 0.000440928 0.000180022 0.000445207
internal_weight=188.149 27.7149 10.7331 2.4547 8.27841 3.75387 2.89336 4.52454 16.9818 9.32515 5.30679 3.73615 1.57065 160.434 7.81239 3.46289 4.3495 7.65667 1.53926 1.11087 152.621 9.48728 8.94825 8.43428 5.13103 3.30325 2.02513 4.01836 3.25501 2.92318
internal_count=4633 1696 405 145 260 187 181 73 1291 1164 908 696 212 2937 106 63 43 127 80 52 2831 494 411 406 114 292 241 256 243 200
is_linear=0
shrinkage=0.00196078


Tree=923
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 0 3 1 3 2 2 2 1 0 1 1 1 0 1 0 2 2 2 2 2 2 2 3 1 0
split_gain=0.074924 0.463588 0.575494 0.334189 0.270961 0.26642 0.207113 0.238202 0.22436 0.240927 0.773358 0.405509 0.419551 0.446674 0.320018 0.279659 0.613102 0.713968 0.582767 0.730725 0.481588 1.33037 0.355746 0.736975 0.287833 0.267085 0.259835 0.24385 0.890743 0.341726
threshold=93.972365491700018 94.625660817400004 -0.14907499999999999 94.109476856350014 -0.237895 93.843319501450011 0.25799500000000009 78.080889482600014 0.12001500000000002 -0.057599999999999998 -0.068964999999999985 0.22387500000000005 71.397382570300024 96.324766355850002 78.381996793250025 75.28220456885002 75.629015667650023 97.491557184450016 75.981203682750007 97.789976036950009 -0.095854999999999996 -0.079369999999999996 -0.102645 -0.11692 -0.075639999999999999 0.13747000000000004 -0.077679999999999985 0.08919500000000001 72.04530097975001 95.746747857800017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 4 -4 -2 -1 8 -8 9 10 15 12 -11 -14 -13 20 -17 -18 -19 -20 22 -22 23 27 26 -15 -21 28 -3 -30
right_child=1 6 3 -5 -6 -7 7 -9 -10 11 -12 14 13 25 -16 16 17 18 19 24 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0026969140137039723 -0.044989871482958681 -0.11387444059864989 -0.027778895208788585 -0.10557459916172236 0.066599105433534547 0.041796597307778571 -0.10509845122291779 0.011569289268941074 0.038207862634756777 0.063927181255461193 -0.11582279587583039 -0.085597430500518823 -0.063649224077442584 0.0093793722040989361 -0.0080585602217522184 0.051637923464217417 -0.11352478243558545 -0.1113633138877195 0.089921310671898902 -0.0013518324020214663 -0.10902445716149869 0.010751120266625128 0.03914798640478806 -0.11929113178556434 -0.10651780474552541 0.057544398597273116 0.10425541421458127 0.02240873101288236 0.087843630837189643 -0.020032994498511911
leaf_weight=107.92228310827068 0.33842496920260601 0.71571148757357139 1.1126414991449558 1.0961989147144775 0.60950742889326681 1.7712962783407409 0.38906501093879242 0.31807205250225934 1.6435897585944292 1.5459180752514026 0.62500633989293319 0.6784945933031844 0.7954687472665708 14.84151608884372 2.4698686139545316 2.4245610217476488 0.56190198830881755 0.43710449151694675 0.95634383498690922 9.6863483474766028 1.7212158876354808 2.0105599344242382 1.7471224060282109 0.57958162738941599 0.25448154730338757 1.2481101488342563 0.23871719879389353 2.3565280283219181 0.52269820215587948 0.67010102880885825
leaf_count=2162 23 103 17 94 45 35 26 20 61 26 58 33 25 391 163 35 29 12 9 917 101 31 16 52 20 35 3 41 25 25
internal_value=0.00184047 -0.00126256 -0.0384164 -0.0663872 0.0267603 0.00332828 0.00110983 -0.052621 0.00188952 0.000621822 -0.00595736 0.00839876 0.0140644 0.0094992 -0.0247687 -0.00319777 0.00572921 -0.00344338 0.00190138 0.00634723 -0.0157877 -0.0444933 0.000463384 -0.0134875 -0.00150435 0.0131156 0.00118823 0.000890293 -0.0256795 0.0272398
internal_weight=162.288 52.5949 3.15677 2.20884 0.947932 109.694 49.4381 0.707137 48.7309 47.0874 25.508 21.5794 18.431 16.8851 3.14836 24.883 14.5595 12.1349 11.573 11.1359 10.3235 3.73178 6.59174 4.84462 10.1795 16.0896 9.92507 4.26504 1.90851 1.1928
internal_count=4633 2436 179 111 68 2197 2257 46 2211 2150 1477 673 477 451 196 1419 1025 990 961 949 394 132 262 246 940 426 920 194 153 50
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=0
split_feature=0 1 3 4 4 4 3 0 4 4 0 4 3 2 4 2 1 0 0 0 1 4 4 2 1 4 0 4 1 0
split_gain=0.0688648 0.508836 0.635601 0.396102 0.610787 0.312406 0.376661 0.302144 0.595709 0.782634 0.397853 0.866141 0.590737 0.442482 0.319574 0.733121 0.28629 0.287909 0.858696 0.91031 0.301853 0.920508 0.726313 0.736643 0.464317 0.846011 0.443935 0.42099 0.246198 0.962245
threshold=85.662341410450011 61.928633034850002 -0.17949499999999999 42.686561923500008 42.720329370750001 43.968221017800005 0.08326500000000002 85.823648898300021 41.976795488650005 41.362929270750008 85.990333302400003 40.518963363600001 0.10876000000000002 -0.031989999999999998 44.279556297950009 -0.076544999999999988 61.821094709650005 86.036037090600004 86.09518316945001 86.103248543850015 62.041548276350007 40.574766824850009 42.844429421150004 -0.071969999999999992 62.084563606450011 41.184662530950007 86.420486603250012 42.720329370750001 62.132955852800002 87.028078140750011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 -6 -7 8 9 -2 11 -9 13 -13 15 -10 -12 -18 -19 -20 21 -21 23 -23 25 -22 -25 -27 -26 -30
right_child=7 2 3 4 5 6 -8 10 14 -11 16 12 -14 -15 -16 -17 17 18 19 20 24 22 -24 26 28 27 -28 -29 29 -31
leaf_value=0.0052569653023403539 0.0051676368919847141 0.021349722836369642 -0.10930623775292228 0.11054118053531602 -0.10616600373448491 -0.11013420134559898 0.075842449098693449 0.011025360074634477 -0.088622795870232626 0.067004521124421915 -0.072179166241170697 -0.11456005555526444 0.0030597638835714158 -0.023432683208650492 0.019464914659835544 0.028215663765576465 0.037432595965794069 -0.10285102326051619 0.10293399983252714 0.054781844489527942 0.016136987379758643 -0.045366130934946319 0.031305227251813492 -0.024574429214649654 0.01684459388713019 -0.094125265821740356 0.044065400823013863 -0.026968594803851505 -0.046822994129831708 0.0022555578879786828
leaf_weight=12.333587748556967 4.640339704230426 1.2522016409202481 1.1429061137268939 0.25359869003295887 0.64795133484585654 0.18068464833777398 0.27411417372059077 3.8973373323678961 1.2891734740696841 3.6619370393455029 0.51396505162119765 1.639325116761029 1.1121321739628909 0.78943719214294139 1.5334817050024865 0.92048875824548337 2.3297816030681124 0.7769192373380055 0.89786256104707618 4.2083366438746479 2.7611364945769301 4.3559257332235575 4.9489905536174765 1.6477128406986579 9.5114691136404854 1.6732344096526506 2.2007688898593187 2.1112855114042759 4.195802364498376 83.417512613708766
leaf_count=572 29 34 191 1 69 12 59 29 31 22 9 56 7 9 19 15 16 12 22 35 14 47 35 21 109 29 33 20 43 3033
internal_value=0.00165574 -0.00455222 -0.0368017 -0.0659373 -0.0293932 -0.0615738 0.00195676 0.00234423 0.0175101 0.0324424 0.000970585 -0.0215007 -0.057301 -0.0849403 -0.0156096 -0.0399509 0.00230189 0.00260805 0.00194685 0.00261461 0.0018704 0.0140737 0.00104946 -0.0172012 -0.000173297 -0.0259524 0.0146775 -0.0566603 0.00156407 -9.48144e-05
internal_weight=161.119 16.085 3.75146 2.49925 1.35635 1.10275 0.454799 145.034 12.0454 8.30228 132.989 7.43823 3.54089 2.42876 3.74314 2.20966 125.551 125.037 122.707 121.93 121.032 17.3617 13.1534 8.20441 103.67 6.54566 3.84848 3.78452 97.1248 87.6133
internal_count=4633 938 366 332 141 140 71 3695 116 51 3579 101 72 65 65 46 3478 3469 3453 3441 3419 171 136 101 3248 63 54 49 3185 3076
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=0
split_feature=1 3 3 0 3 3 3 1 3 0 0 4 3 3 3 4 4 3 4 0 1 3 2 2 1 2 3 3 1 3
split_gain=0.351933 0.181898 0.195937 0.169284 0.595163 0.667308 0.65192 0.869245 0.638532 0.53182 0.728733 0.987992 0.858652 0.489169 0.478583 0.426852 0.547738 0.76309 0.418353 0.40569 1.07436 0.88785 0.431153 1.10653 1.13608 0.9544 0.873772 1.00451 0.667293 0.932899
threshold=90.937096262400004 0.4369650000000001 0.42293500000000012 85.705356740550016 0.11768500000000003 0.10087500000000002 0.083555000000000032 61.982402197500001 0.08326500000000002 85.823648898300021 85.990333302400003 40.518963363600001 0.10876000000000002 0.098085000000000019 0.096915000000000015 42.720329370750001 40.767054867700004 0.093325000000000033 42.081757894750005 86.162394622750014 62.084563606450011 0.092015000000000027 -0.06828999999999999 -0.075639999999999999 65.509659264600018 -0.054875 0.12376500000000003 0.11360500000000003 62.084563606450011 0.087475000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 8 14 -1 13 11 -11 -13 18 15 16 17 -8 -5 20 21 -12 23 26 -25 28 27 -21 -24 -30
right_child=-2 -3 -4 9 -6 -7 7 -9 -10 10 19 12 -14 -15 -16 -17 -18 -19 -20 22 -22 -23 25 24 -26 -27 -28 -29 29 -31
leaf_value=2.9694421058796411e-05 -0.0010680153569901005 -0.00058476493339052089 0.00057292060274248243 0.0013492341350756698 -0.0016666315037027668 0.00066035396007970521 -0.0019677009509303498 -0.0019563758993334864 0.0020524258048346075 0.00034945185551509944 -0.00061731264707757822 -0.0017626347124897893 0.00022468431631221167 -1.6996038095450186e-05 -0.0016586919796119934 -0.0011198609700382935 0.00085925336675534791 0.0010725764697372452 0.00034153500055251709 7.6731186351039371e-05 0.0016538701811307671 0.00084076409341588346 0.0020852942654385688 -0.0021156433696999182 -0.00013955642126892845 0.0001519704935807758 -0.001351653714444693 0.0017425258507725299 -0.00080203910365929604 0.0011341594972048891
leaf_weight=8.409995870819337 0.96503441057688988 1.4008591296128532 3.6714345134678288 3.5454808343201858 0.8387193635571738 4.7896733404195393 0.77504904038505562 1.4812559655692892 0.6461179871112116 2.9153933378402135 3.1563757054973376 2.7386117889545862 1.2030777074396608 3.446655853651464 0.80881080962717522 1.06324007170042 2.3450916590518318 0.53753560781478882 2.8629938578233123 72.114193706527644 2.4349726280197501 3.2679782696068287 1.5380345508456219 1.8195442035794389 2.9034091859066393 48.344216748406325 1.6092973893682927 1.4191738054614678 1.3203024792310314 3.4744779184547951
leaf_count=605 554 32 25 16 29 63 43 145 5 23 31 65 7 27 14 34 31 8 31 1662 32 23 12 23 47 885 35 27 29 70
internal_value=0.00011304 0.000119139 0.000124455 0.000115399 -4.71411e-05 1.7984e-05 -0.000173509 -0.000622399 0.000174008 0.000137423 0.000108482 -0.000515973 -0.00115607 0.000578675 -0.000265065 -2.63021e-05 0.000291582 -0.000722633 0.000899043 0.000138342 0.000544766 0.00012439 0.00011158 1.97387e-05 -0.000900855 0.000245731 7.76009e-05 0.000108881 0.000961489 0.000601003
internal_weight=187.847 186.882 185.481 181.81 21.6955 20.8568 16.0671 7.01098 9.05611 160.114 150.259 6.85708 3.94169 9.85513 5.52973 4.72092 3.65768 1.31258 6.40847 143.402 8.85933 6.42435 134.543 79.8656 4.72295 54.677 75.1427 73.5334 6.33281 4.79478
internal_count=4633 4079 4047 4022 977 948 885 275 610 3045 2971 95 72 74 130 116 82 51 47 2876 86 54 2790 1794 70 996 1724 1689 111 99
is_linear=0
shrinkage=0.00196078


Tree=926
num_leaves=31
num_cat=0
split_feature=0 4 1 3 1 4 1 3 4 1 3 2 3 0 4 1 3 3 3 3 3 3 3 1 2 1 0 4 4 1
split_gain=0.29221 0.58953 0.424054 0.399144 0.373466 0.345541 0.416632 0.452124 0.444901 0.386374 0.372278 0.687909 0.323674 0.306177 0.355984 0.285356 0.260354 0.257157 0.544651 0.246178 0.422286 0.652769 0.571541 0.231011 0.793417 0.399932 0.505135 0.667281 0.697701 0.987072
threshold=102.75018128760001 44.749265482150008 80.677940036650014 0.090850000000000028 90.937096262400004 44.578137159850009 75.180043159850015 0.095235000000000028 44.749265482150008 74.927328095600004 0.089505000000000015 -0.237895 0.089835000000000012 91.625341543800019 48.823707093150006 63.565904036300005 -0.24360999999999999 0.075320000000000012 0.078385000000000024 1.0000000180025095e-35 -0.51222499999999993 -0.25098999999999999 -0.225495 81.573196594050017 -0.18437499999999998 80.13218303615001 98.230883170350012 42.320906304050006 40.300545846000013 72.62331947780001
decision_type=2 2 2 2 2 2 2 2 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 12 17 23 7 8 -7 10 11 -10 -2 15 -15 19 -8 -4 -19 20 -13 -22 -23 25 -25 26 -1 28 29 -28
right_child=1 2 4 -5 -6 6 16 -9 9 -11 -12 13 -14 14 -16 -17 -18 18 -20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00018029866480993482 -0.00068378720025549528 -0.0014365117246097302 0.0013584887748538347 -0.0020294100148123295 -0.0008333765654028576 -0.0021325163368146149 0.00064391721763484573 -0.0021751122279853787 -0.0020831778325442287 0.0018134440196193524 0.0013307090581024246 0.00091167331837123877 0.0010901176330064734 -0.002092156075895473 0.00011779827867639038 0.0011291764945249784 -0.0021205856901975067 -0.002017888870705998 0.00079269819935742769 0.00075082867225678056 -0.0022117084132862899 0.0010867082583045915 -0.0012474446909482024 0.0011131090699345195 -0.0015578325310289993 0.000634497124538486 0.00096162101783498497 -0.0015555601783159385 0.00042926026275331584 -0.0015098396267185816
leaf_weight=153.5397511305473 3.1471479444171551 0.48890434790519055 1.5336967050097889 0.7544854872446648 0.66897385078482319 0.36075537767464538 0.1644593954551965 0.38311607763171274 0.64113884640391461 0.4727003426341988 0.72416733743739303 0.84958361089229573 0.45229892131283111 0.51413350540678926 0.61599049088545144 1.0945390845881773 0.64329128195095187 0.32820827770046879 1.3782795394363345 1.2497038363944737 0.75020194123499107 0.86663145944476128 0.75441098434385045 0.69465544765989751 1.1122240453987604 6.948629751102998 0.87413373030721997 1.3787532800342885 4.3886820953339338 2.1480426301131956
leaf_count=2428 628 46 30 236 119 19 8 18 151 5 21 10 25 85 46 18 93 68 42 25 19 6 49 16 114 62 6 42 69 129
internal_value=0.000128708 -0.000221221 0.000285116 -0.00073269 0.000500434 0.000145612 -0.00020709 -8.94906e-05 3.49607e-07 9.05201e-05 -1.05191e-05 -0.000142911 -0.000460882 4.28906e-05 -0.000887588 0.000231847 -0.00155773 0.000775814 0.000252139 1.21502e-05 -0.000274462 -0.000699438 4.25397e-07 0.000166403 -0.000530988 0.000173847 0.000154128 -0.000303024 -6.99956e-05 -0.000794995
internal_weight=189.922 8.752 4.39806 4.35393 3.90916 181.17 10.0848 9.27707 8.89396 8.5332 8.0605 7.33633 3.59945 6.69519 1.13012 5.56507 0.807751 3.24018 1.70649 4.47053 3.22083 2.37124 1.62104 171.085 1.80688 169.278 162.329 8.78961 7.41086 3.02218
internal_count=4633 1194 305 889 259 3439 573 472 454 435 430 409 653 258 131 127 101 140 110 109 84 74 55 2866 130 2736 2674 246 204 135
is_linear=0
shrinkage=0.00196078


Tree=927
num_leaves=31
num_cat=0
split_feature=1 0 4 1 1 1 3 0 0 1 4 0 2 2 4 2 2 2 4 1 0 1 3 3 3 3 3 2 1 2
split_gain=0.204109 0.602234 0.45444 0.399157 0.994591 0.897037 0.632553 0.45802 0.736236 0.548541 0.416995 0.771287 0.408336 0.767422 0.592948 0.668547 1.13789 0.857493 0.69089 1.20957 0.581932 0.94921 0.78364 0.833703 1.14763 0.871135 0.94662 0.662223 0.684937 0.569568
threshold=64.369753017350021 89.474575039450016 42.388109226950007 66.235542959850008 65.765062787050013 66.859265246100009 0.4149000000000001 91.886121982450007 90.60910437050002 67.606656606400023 36.165040341950011 89.474575039450016 -0.059424999999999999 -0.068964999999999985 39.788107623550012 -0.092084999999999986 -0.102645 -0.074029999999999999 35.119813570500007 83.116371560950014 94.300357383600002 74.757955233350017 0.10821500000000002 0.090235000000000024 0.098085000000000019 0.085235000000000019 0.072890000000000024 -0.075639999999999999 87.143681840350013 -0.095854999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 10 -5 7 8 9 -7 -2 -12 13 14 15 16 18 -17 -9 -20 -16 29 23 25 -25 26 -23 28 -28 -22
right_child=3 2 -4 5 -6 6 -8 12 -10 -11 11 -13 -14 -15 20 17 -18 -19 19 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00015714730589781921 0.00051928009494711571 0.0020086395307456471 0.00042309275211811125 0.0010149956325996388 -0.0022218496821964097 0.0014775503585522181 -0.0020772189147901412 0.00065666102266203133 -0.0017504608994649436 -0.00083689543962341953 0.00036900553877882325 -0.0011227438920101758 0.00025681532580255277 -0.001619806491446666 0.00091344169664432358 -0.0021154822031620433 0.0017340378204378584 0.00022134888648188162 -0.0015002752604419173 0.0012372666776698715 -0.00018936808182441205 0.00069928833041283029 0.0016578980884325708 -0.0018097319890298892 0.00027948252517412294 0.00098298486540193729 -0.0016197601981386834 0.0021745709556243819 0.00021091394889486458 -0.0013871695866328334
leaf_weight=100.64915723881313 2.682641531573605 1.1690926812589162 1.7137759756296871 3.904410758521407 0.96152357943356115 0.72197716683149271 0.53305975498721991 1.4965685430656774 1.3594650967279447 0.86590031590458238 2.4946888454433065 2.8605034151114523 33.242690181632952 1.1461321528040631 3.3531159426056574 1.6634213660267962 1.0904777312061922 0.9476646354814785 2.9325402815302373 0.78709167801753199 4.8698342360730749 3.3988858134471283 1.460169899961328 1.7509808003487695 2.3915626735179103 5.656349538534414 2.2114719289747904 0.27850671077612643 1.2188126305518379 2.223013283917683
leaf_count=1564 38 27 22 50 33 9 44 112 69 65 130 39 841 66 90 96 33 19 150 95 217 115 22 72 44 102 187 2 190 90
internal_value=0.000123353 0.000182457 0.00106608 5.42135e-05 -0.000337177 9.85164e-05 5.11841e-05 6.62982e-05 -0.000691335 0.000215438 -0.000111724 -0.00042782 9.72609e-05 -3.91713e-05 8.84336e-06 -0.000432988 -8.75433e-05 -0.00126736 -0.000468356 -0.000920998 0.000145594 4.44653e-05 0.000279742 0.000160715 -0.000603592 0.00040877 -4.81952e-05 -0.000733219 -0.000969304 -0.000564778
internal_weight=192.035 103.532 2.88287 88.5035 8.99936 79.5041 75.5997 75.0666 2.94734 1.58788 8.03783 5.35519 72.1193 38.8766 37.7305 8.91776 6.30668 2.61109 5.2162 3.71963 28.8127 25.4596 18.3667 16.9066 4.14254 12.764 7.10768 3.70879 3.43028 7.09285
internal_count=4633 1613 49 3020 240 2780 2730 2686 143 74 207 169 2543 1702 1636 505 390 115 357 245 1131 1041 734 712 116 596 494 379 377 307
is_linear=0
shrinkage=0.00196078


Tree=928
num_leaves=31
num_cat=0
split_feature=1 0 0 3 1 0 3 0 2 2 2 1 0 1 1 4 4 4 2 2 4 2 2 4 1 2 2 2 0 4
split_gain=0.304637 0.189703 0.92496 0.775722 0.613363 1.13432 0.772578 0.4114 0.330611 0.623771 0.473957 0.443988 0.595756 0.307878 1.10231 0.529775 0.713017 0.827913 0.993908 0.626732 1.09738 0.73544 0.815155 0.790884 0.548543 0.490907 1.78723 0.830001 1.7043 0.700747
threshold=90.937096262400004 85.619326080400015 85.431134011250023 -0.25420999999999999 61.917879202350001 85.121961326250016 0.083745000000000028 81.446839061900008 -0.07490999999999999 -0.017745 -0.013285 59.98487780655001 67.058211147750015 63.910026677050006 62.907231794400012 39.476991512000005 40.165165956550005 40.574766824850009 -0.0057149999999999996 -0.031989999999999998 41.873095646600007 -0.057599999999999998 -0.06828999999999999 40.986363433950011 62.00390986255001 -0.077085000000000001 -0.078549999999999995 -0.083330000000000001 86.866770652900016 42.055256506450007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 7 -6 -1 -10 -11 12 -12 14 15 -3 24 -18 19 21 -21 22 23 -19 -17 26 27 29 -29 -25
right_child=-2 13 3 -5 6 -7 -8 -9 9 10 11 -13 -14 -15 -16 16 17 18 -20 20 -22 -23 -24 25 -26 -27 -28 28 -30 -31
leaf_value=0.00012629988914592338 -0.00098702134545876515 0.00091836971042115337 0.00058514653890751479 -0.0019292320589896182 -0.0020754100579361851 0.0012535117723367457 -0.0018621265207142588 0.00080618052131486431 -0.0022855925951221156 0.0020470292104658324 0.0019759411345703056 0.00096878635614962381 -0.0020706327193792907 6.0723272932079939e-05 0.0012499065109018686 0.00012028128304117999 0.00079537104809652547 -0.00094408976137938712 -0.00086405990093909734 0.0018272592212430143 0.00018143203226671697 -0.00076598365468728011 0.0010674343005101488 0.00058804215511289073 -0.0010055104390209793 -0.00053988861916840858 0.0018818931751780077 0.00019797078865180524 -0.0017815168261512675 -2.2337149494057409e-05
leaf_weight=8.9418802836153208 0.96375919620027062 3.5259521733969441 0.65596581436693702 1.6797303549246851 0.23253914930864938 3.3259130883961907 1.2912892653548622 1.0532700793119145 0.6783909150399271 0.32965029776096377 0.17062683962285718 0.48298250138759613 0.77622640554909594 93.656433736989811 3.8430108604952684 3.1658807126805177 7.9449564255774012 2.6210632948204795 3.6876750653609696 2.352974332869052 4.6076351283118129 3.4315597033128133 3.6270922757685176 14.012006713775909 3.5076293870806694 3.4784710295498433 2.3621489703655234 5.0556960217654732 2.4987351950258017 14.943507232237605
leaf_count=334 554 29 3 70 119 23 145 39 18 3 4 9 153 2377 54 23 59 17 46 27 44 32 27 71 25 37 79 36 36 140
internal_value=0.000112699 0.000118054 -6.49542e-05 -0.00122308 9.15624e-05 0.000246196 -0.000790824 0.000285044 -4.82073e-05 -0.000688282 -7.24192e-05 -0.00056106 -0.00134142 0.000138188 0.000223878 0.000175091 0.000141186 0.000199076 0.000123491 0.000185226 0.00073779 0.000111304 0.000173249 0.00010113 -0.00047144 0.000165819 0.000228969 0.000122027 -0.000456773 0.000273035
internal_weight=198.905 197.941 19.6185 2.3357 17.2828 14.7057 2.5771 1.28581 11.3798 2.43788 1.75949 1.42984 0.946853 178.322 84.666 80.823 77.297 70.6235 62.6786 58.9909 6.96061 52.0303 48.5987 44.9716 6.67351 42.3506 38.8721 36.5099 7.55443 28.9555
internal_count=4633 4079 920 73 847 544 303 158 521 187 169 166 157 3159 782 728 699 651 592 546 71 475 443 416 48 399 362 283 72 211
is_linear=0
shrinkage=0.00196078


Tree=929
num_leaves=31
num_cat=0
split_feature=1 2 0 1 0 0 2 2 4 1 2 1 0 3 3 4 0 2 2 2 2 3 3 3 1 4 4 3 0 2
split_gain=0.395296 0.170166 0.479156 0.524075 0.617449 1.32738 0.563724 0.465911 1.37128 0.64151 0.590358 0.847286 0.606142 0.422224 1.15901 0.382634 0.604952 0.748834 0.873184 0.72391 0.65442 0.649798 0.805525 0.62967 0.560284 0.912144 0.687068 0.679127 0.782993 0.463493
threshold=90.937096262400004 -0.031989999999999998 84.226704768850013 61.907125369850007 85.866664228400012 85.683849075550015 -0.022394999999999998 -0.051199999999999996 41.037275035300006 62.116825104000007 -0.064729999999999996 70.182199495350019 86.103248543850015 0.075810000000000016 0.088075000000000028 39.896141435400004 91.437149474700007 -0.092084999999999986 -0.102645 -0.07490999999999999 -0.074029999999999999 -0.11595499999999999 -0.38221499999999997 -0.08138999999999999 83.116371560950014 35.119813570500007 38.751720283100006 0.095235000000000028 94.047642319350018 -0.14510999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 -3 -4 5 -5 -6 10 13 -10 15 12 -12 -9 -15 16 19 18 24 21 -19 22 -1 -23 25 -18 -27 28 -28 -25
right_child=-2 2 3 4 6 -7 -8 8 9 -11 11 -13 -14 14 -16 -17 17 20 -20 -21 -22 23 -24 29 -26 26 27 -29 -30 -31
leaf_value=0.00055224865672975974 -0.0012015299032088987 -0.00085594086771447993 0.0011791068789519391 0.00068174316246058791 0.00081245654739356876 -0.0024176397675987273 0.00016636811721537181 -0.00051949465842562881 -0.0025247979940409798 -0.00060843983972547568 -4.5955025624041581e-05 -0.00055330750880481562 0.0011739690263165444 0.0012952649147187215 -0.00041786299707416511 0.00013506264892724663 0.0005231086886329535 -0.0021163750910847467 0.0013403924789567058 -0.0012009171679943939 -0.00018632477562100397 0.0018375536077126252 -0.0022152337732309368 -0.00040178662655735657 0.0010780319047217 -0.0022812036205278178 0.0021121656114533151 -0.0022142144072336747 -0.001185879774535331 0.00051205102900242342
leaf_weight=0.76241204750840552 0.87731679718831301 1.5438563195966697 2.2426916016265741 1.0940662331413471 6.0680196104221968 1.0327330883592365 35.968125548162789 3.0799979977309686 1.2789296624250703 1.414264606835786 2.1187272620154527 2.056446608316036 6.0016012601554394 2.8136721116898116 3.2980230560060591 95.671042217756622 1.4775780655072592 1.7432012799745282 1.209341376666998 1.469977986911547 1.1026752264297082 1.0758455776594917 0.86101999824313569 2.9262995845856459 0.74504904582704501 1.5440737903845732 0.54112176597118355 0.56637960812076915 0.5665018642321229 7.879767710692251
leaf_count=60 554 207 22 29 51 15 774 23 19 26 26 59 51 24 25 1958 45 90 29 17 38 60 43 68 71 97 3 17 47 85
internal_value=0.000111616 0.000117675 0.000218688 0.000254439 0.000207483 -0.000823258 0.000259633 8.36143e-05 -0.000288034 -0.00151847 0.000117508 0.000570955 0.000855671 7.24879e-05 0.000370818 7.90983e-05 -0.000139696 -0.000526848 -0.000166643 0.000105799 -0.00136855 0.000248028 -0.000915542 0.000407007 -0.000501622 -0.000752262 -0.00133785 -0.000467711 0.000425357 0.000264582
internal_weight=191.031 190.153 47.9495 46.4056 44.1629 2.1268 42.0361 142.204 11.8849 2.69319 130.319 10.1768 8.12033 9.19169 6.1117 120.142 24.4712 9.49592 6.65005 14.9753 2.84588 13.5053 1.62343 11.8819 5.4407 4.69566 3.21808 1.674 1.10762 10.8061
internal_count=4633 4079 1098 891 869 44 825 2981 117 45 2864 136 77 72 49 2728 770 437 309 333 128 316 103 213 280 209 164 67 50 153
is_linear=0
shrinkage=0.00196078


Tree=930
num_leaves=31
num_cat=0
split_feature=1 0 4 4 4 0 4 1 1 1 3 3 1 4 4 0 0 1 0 4 2 4 2 4 3 3 1 3 0 3
split_gain=0.252306 0.670156 1.13395 0.468804 1.09441 0.458457 0.434394 0.371321 1.1239 1.07684 0.647715 0.51939 0.630987 0.602727 1.04966 0.424092 0.919358 0.566217 0.529145 0.452567 0.404633 0.746277 0.968124 0.676107 0.930903 1.18061 0.765288 0.566319 0.773983 0.695356
threshold=64.369753017350021 87.261973998100004 41.444941515100005 43.157831852650006 42.620627117000005 86.904409066750006 39.852039223600009 66.235542959850008 66.859265246100009 65.765062787050013 0.4149000000000001 0.090465000000000031 65.509659264600018 42.123054668150012 35.119813570500007 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 43.111435027700004 -0.059424999999999999 39.788107623550012 -0.074029999999999999 35.119813570500007 0.095830000000000012 0.090665000000000009 83.602982482550019 0.10821500000000002 94.300357383600002 0.090665000000000009
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 -4 -1 -3 9 -9 11 15 13 -13 14 -2 16 17 -10 -19 -18 21 23 27 -17 25 26 -25 28 -23 -30
right_child=7 2 3 -5 -6 -7 -8 8 10 -11 -12 12 -14 -15 -16 20 19 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00014122279458325641 0.00052882120361164215 0.00039594708391728584 0.00037243839670787754 0.00068196702367010159 -0.0012557523779041634 -0.00058626137849280625 0.0016508738194161456 0.0010967827023158968 0.0018826090981294348 -0.0022580289122097895 -0.0020704136412004422 -0.00062511791432802704 0.0010311850988908677 0.00038655963911948864 -0.002061124189460081 0.00056373675644373275 -0.0022311087753164515 -0.0022910879222937629 0.00086671091825666843 3.3577917074945044e-05 0.00024190691166918444 0.0010116306811201782 -0.0022787043559129184 -0.0018803913101452978 -0.0021506999520374609 0.00026116115659602216 0.0012744558389472258 0.0011891336388940509 0.00014502525773024824 -0.00062676242553637957
leaf_weight=78.396385568677943 0.93062612833454883 1.4775796867907072 5.6536867879331094 5.028978044167161 2.2066824398934841 3.4782814979553214 3.7569018667563796 4.0085965432226649 0.63576687499880724 0.99568796716630537 0.55948452386462477 1.3913146245176906 2.4266519155353308 1.5796402293490244 1.7018031509069258 1.7723985928619166 1.2612516244116703 0.37691494097816758 0.44475109680206515 0.4640856160694965 32.151284533186299 3.0432303084817276 0.64585411327426001 2.2403351873799697 1.5275226919657141 3.7271983914615703 0.34055244540923002 1.8813764056176285 19.17910846452833 5.8593688160653974
leaf_count=1377 15 25 50 35 26 35 65 50 7 33 44 32 23 98 39 145 50 37 24 25 841 87 42 140 111 61 79 29 847 161
internal_value=0.000118223 0.000185839 0.000527009 0.000214456 -8.46521e-05 0.000110317 0.00129664 4.23743e-05 8.48489e-05 -0.000334662 3.15522e-05 -9.61734e-05 0.000427608 -0.000570947 -0.00114552 4.71181e-05 -0.000653387 0.000493214 -0.000581836 -0.00162195 7.79264e-05 -5.31671e-05 9.64798e-05 -0.000529909 -0.000777289 -0.000444713 -0.0014641 0.000147677 7.7903e-05 -3.55843e-05
internal_weight=189.143 99.9985 18.1238 12.8893 7.86037 81.8747 5.23448 89.1448 80.1191 9.02572 76.1105 8.03004 3.81797 4.21207 2.63243 75.551 3.18277 1.45743 0.821666 1.72534 72.3682 40.2169 30.6089 9.60801 7.83561 6.30809 2.58089 29.9631 28.0817 25.0385
internal_count=4633 1613 201 111 76 1412 90 3020 2780 240 2730 207 55 152 54 2686 143 68 61 75 2543 1702 1166 536 391 280 219 1124 1095 1008
is_linear=0
shrinkage=0.00196078


Tree=931
num_leaves=31
num_cat=0
split_feature=1 2 1 1 0 2 3 3 4 2 3 3 4 4 1 4 0 3 0 3 0 4 4 2 0 2 4 0 2 2
split_gain=0.0966099 0.173867 0.147095 0.10394 0.176445 0.0723327 0.154372 0.180972 0.130957 0.111311 0.0816489 0.231602 0.522152 0.429064 0.446706 0.459623 0.756755 1.14178 0.532661 0.500725 0.420398 0.377585 0.711614 0.404233 0.66595 0.503953 0.738665 0.387423 0.56547 0.546851
threshold=89.89935142405001 -0.088880000000000001 90.937096262400004 93.155074220050025 122.35979489110001 0.70681500000000008 -0.16179999999999997 0.093745000000000023 31.914316944300001 -0.10771499999999999 0.10249000000000003 0.091885000000000022 41.243661560350013 43.735142172100005 61.907125369850007 42.388109226950007 86.420486603250012 0.098950000000000024 89.057864029250013 0.093635000000000024 97.32487278035002 38.751720283100006 38.474425342400004 -0.094409999999999994 90.189704902150012 -0.11963999999999998 35.374259656300005 93.843319501450011 0.053690000000000009 -0.033594999999999993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 8 -7 -8 9 -1 11 21 20 14 -14 16 -16 -18 19 -17 -13 22 23 24 25 26 -10 -25 29 -29
right_child=1 2 3 4 -6 6 7 -9 10 -11 -12 12 13 -15 15 18 17 -19 -20 -21 -22 -23 -24 27 -26 -27 -28 28 -30 -31
leaf_value=-0.10468879574298114 -0.10120264804720054 0.06699827745531356 -0.10777753265097592 0.061755114676933391 -0.10203160033513919 0.090770773773988567 -0.054246278028724608 0.062537060983074752 -0.1067401961108176 0.0024025726705025193 -0.0023239049550065967 0.028577904066789363 -0.07978691717489321 0.041422655826042723 0.051544158779140807 -0.019044856599780051 -0.062559958794817669 0.05561269572249699 0.020449553832977998 -0.11533662108554266 -0.0059061513380511159 0.0032340230428338675 -0.095707200603329753 0.027038428543307288 -0.082590208837797163 -0.085728920779390053 0.068224595707653879 -0.027922718031612472 -0.10956612695943657 0.064459997849703993
leaf_weight=0.21248446082609007 0.25223103869342367 0.20331074811110639 0.13787607095946441 0.17019113476180792 0.10720552624411539 0.28798156511038542 0.2860834491220875 0.24748295411700383 0.30343158418690919 0.17866926798160321 32.422269535778469 15.290236944762006 0.92597765306709234 1.6487856302555872 2.4936975515447539 1.108635539305397 2.2860998717369516 1.2728342246264217 1.065178863937035 1.052935591957066 4.5985055066266787 84.41145088329904 1.0162483672611404 3.8543315525312201 1.652431604961748 0.47758830990642342 1.1782860136154338 2.2447927906614504 0.57310435314502672 0.89670121995732177
leaf_count=98 293 18 102 104 95 8 19 23 24 54 502 177 30 42 25 13 63 17 32 36 113 2328 19 67 105 8 83 58 61 16
internal_value=0.00199159 -0.0312272 -0.0026943 -0.0368147 -0.00154356 0.00217016 0.0317671 -7.89138e-05 0.00201929 -0.0557721 0.0021599 0.00329253 0.0107032 -0.00590968 -0.0135567 -0.00694771 0.00930223 -0.0202961 -0.0374288 -0.0659501 0.0206048 0.000857598 -0.015589 -0.00830676 -0.0358326 0.00360159 0.0323947 0.00482801 -0.0182179 -0.0015532
internal_weight=162.857 0.870815 0.618583 0.415273 0.277397 161.986 0.821548 0.533566 161.165 0.391154 160.774 128.351 31.7429 11.8541 10.2054 9.27938 6.05263 3.55893 3.22675 2.16157 19.8887 96.6084 12.1969 11.1807 3.61174 1.95931 1.48172 7.56893 3.7146 3.14149
internal_count=4633 612 319 301 199 4021 50 42 3971 152 3819 3317 548 258 216 186 105 80 81 49 290 2769 441 422 220 115 107 202 135 74
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=0
split_feature=4 0 0 1 1 1 3 3 2 4 3 3 0 3 1 1 1 1 4 0 2 2 2 2 0 3 2 3 4 4
split_gain=0.339128 0.590012 0.351882 1.02499 0.684168 0.546104 0.846233 0.557827 0.639292 0.911905 0.53592 1.06803 0.658795 0.516816 0.476779 0.905948 1.24709 0.767841 0.714246 0.374797 0.394936 0.325234 0.915732 0.879118 1.03194 1.93783 1.32734 1.83137 0.745143 0.580893
threshold=42.154118731400011 103.57284947555002 86.036037090600004 61.885617704800005 61.93938686740001 64.730006406800015 0.083070000000000019 0.10487000000000003 -0.076544999999999988 43.477771593600004 -1.0000000180025095e-35 0.083395000000000011 85.216057360850016 -0.15544999999999998 62.068432857650002 62.095317438950012 62.132955852800002 62.165217350350012 42.844429421150004 85.799452775150016 -0.088039999999999993 -0.064729999999999996 -0.053874999999999999 -0.085550000000000001 86.264556031700025 0.078770000000000021 -0.08158 0.082685000000000022 40.250747516500006 40.300545846000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 4 -4 10 6 -6 8 9 -8 13 -12 -13 -2 18 -16 -17 -18 -5 20 -11 23 -23 29 28 -26 -27 -28 -25 -1
right_child=2 -3 3 14 5 -7 7 -9 -10 19 11 12 -14 -15 15 16 17 -19 -20 -21 -22 22 -24 24 25 26 27 -29 -30 -31
leaf_value=2.5609403429861205e-05 -3.7342342591545088e-05 -0.00096078582408961938 -0.0028902500933700981 -0.0004068152342954352 -0.002200799697335081 0.0007045783127077426 -0.0015877953899589589 -0.0020920239020995558 0.0013133982513456204 -0.0016660605408231575 0.0018048317150001609 0.00081510904769592203 -0.0012337536438936953 -0.002057937805511494 -0.0011388602002688436 0.001548096789452876 -0.0027058194339836515 6.3747054639128249e-05 0.00090466463897303183 0.0013969126132985284 0.00054358799273899658 0.00099675995359519137 0.00023597028374760449 -0.000507002936173945 0.0016081370094599061 -0.002426978500355113 -0.0027009575196405215 -0.00016909668994369219 0.00075721580197877787 0.00044790122293269819
leaf_weight=21.738695976746385 2.7955418338387976 1.646034754102742 0.4332687659189095 2.1533718700520676 1.3867984690295996 1.0203255410451673 1.8198511349037283 0.72095656231977034 0.83766901120543558 0.51340526435524192 1.7939862834755311 1.226739969046321 1.1873845497611908 0.58925529348562111 2.3223054418340316 2.2212702184915534 0.38920740969478984 34.48641174291879 6.1743690185248852 0.77165520936250676 0.78876355290412958 7.0275025848532087 45.245535406109411 2.7314441966736949 1.3527518953196693 1.7814856759869133 1.3006966763641665 7.0619418760761619 5.2143374579027295 29.54379642722779
leaf_count=581 112 640 6 36 64 35 48 31 17 64 26 30 25 93 26 64 5 1294 37 6 5 75 685 23 20 48 22 113 41 361
internal_value=0.000145904 0.000205363 2.94352e-05 0.000112011 -0.000228034 -0.000633564 -0.000833202 -0.000485352 -0.000240529 -0.000574834 0.00019173 0.000658925 -0.000192622 -0.000389105 0.000139254 4.91954e-05 0.000123569 3.2839e-05 0.000565545 0.000314073 -0.000327609 0.000220969 0.00033825 0.000134287 -0.00022075 -0.000596292 -0.00089026 -0.000562894 0.000322628 0.000268891
internal_weight=188.277 124.644 63.6325 48.1802 15.4523 7.85942 6.8391 5.4523 4.73134 3.89368 7.59291 4.20811 2.41412 3.3848 47.7469 39.4192 37.0969 34.8756 8.32774 2.07382 1.30217 122.998 52.273 70.7252 19.4427 11.4969 10.1441 8.36264 7.94578 51.2825
internal_count=4633 2609 2024 1468 556 270 235 171 140 123 286 81 55 205 1462 1389 1363 1299 73 75 69 1969 760 1209 267 203 183 135 64 942
is_linear=0
shrinkage=0.00196078


Tree=933
num_leaves=31
num_cat=0
split_feature=0 0 3 3 3 4 1 3 3 2 2 2 2 3 3 3 2 0 0 3 1 2 3 1 0 1 2 1 2 0
split_gain=0.072253 0.406102 0.312658 0.534597 0.555964 0.440811 0.34278 0.894573 0.203483 0.622051 0.540323 0.538287 0.500049 0.350834 0.941074 0.58747 0.502257 0.285351 0.284517 0.242317 0.421079 0.180559 0.288723 0.160674 0.460681 0.544512 0.279261 0.270052 0.317018 0.866548
threshold=85.705356740550016 85.769879735700016 0.11768500000000003 0.10087500000000002 0.096915000000000015 39.571921479100006 62.00390986255001 -0.17949499999999999 0.092185000000000031 -0.082275000000000001 -0.017745 -0.083004999999999982 -0.013285 0.083555000000000032 0.07771500000000002 0.090465000000000031 -0.11963999999999998 71.249517373150013 67.058211147750015 -0.23921499999999998 55.887667615750004 -0.23557500000000001 -0.38221499999999997 61.987779113750001 86.420486603250012 61.950140699950005 -0.076544999999999988 62.009286778800011 -0.095074999999999993 86.264556031700025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 6 -5 8 -8 9 11 -11 13 -12 14 16 -15 17 19 -14 -1 -21 -19 -23 24 25 -3 -26 -25 29 -29
right_child=1 23 -4 5 -6 -7 7 -9 -10 10 12 -13 18 15 -16 -17 -18 21 -20 20 -22 22 -24 27 26 -27 -28 28 -30 -31
leaf_value=-0.10905071332602581 0.031552342911561553 -0.007691752011621371 -0.05983680034900795 0.00016068780392790392 -0.090853690025293268 0.06491854745952251 0.020666568597894029 -0.099696156218598855 0.039982831028038103 -0.1192609237946442 0.10264087863070551 0.11032912577836312 0.09806410689745379 -0.092437232415718176 0.081867890029513612 0.024856299894742251 -0.11892084283986218 -0.041597445401898477 -0.077564399826313746 -0.10341188329557516 0.083569096977153881 0.075859289124992291 0.0012787690271747517 0.023705430164320092 -0.0066640376648012872 -0.06444656854433832 0.036782327993854259 0.05445960423156572 -0.0018661613124864929 0.0042816091035798535
leaf_weight=0.37717761204476119 4.7097932770848265 6.1760199982672912 0.94853018131106992 2.2645259369164696 0.80854704452212978 1.9617872191593049 1.2454880006262103 1.2246581439812878 1.2648985770065326 0.76621272161719378 0.29108959063887585 0.49720886349678117 0.10794372705277133 0.89941075735259779 1.5224639428197404 0.81299015891272575 0.38705612951889667 0.43622702774882816 0.63402652465811116 0.22247326406432 0.26260423050553072 0.82172415437526147 1.4093425845421728 5.9164754217490545 3.266538105905056 2.327516115619801 2.7042511180043212 3.8081986503675571 78.509093973876702 35.755892228766982
leaf_count=64 38 64 32 27 23 36 32 192 25 21 4 2 4 47 29 9 9 32 161 50 7 24 150 48 30 27 25 35 1885 1501
internal_value=0.00190338 0.00267527 -0.00386265 -0.000948298 -0.0103631 0.0302203 -0.00542644 -0.0390073 0.00231656 -0.00272622 -0.0556303 0.00971891 -0.0084359 0.00272394 0.0151517 -0.0367502 -0.0107822 0.00107646 -0.0520135 -0.0489325 -0.00218683 0.0172428 0.0287475 0.00169303 -0.00827704 -0.0232262 0.0130134 0.00285691 0.00181222 0.00911144
internal_weight=162.34 143.174 19.1664 18.2179 13.9915 4.22631 13.183 2.47015 10.7128 9.44795 1.79927 7.64868 1.03306 7.15147 5.43907 1.7124 3.91661 3.52955 0.74197 0.862255 0.485077 2.66729 2.23107 138.464 14.4743 8.50354 5.97079 123.99 118.073 39.5641
internal_count=4633 3653 980 948 885 63 862 224 638 613 190 423 169 421 365 56 336 327 165 121 57 206 174 3615 146 91 55 3469 3421 1536
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=0
split_feature=4 4 0 4 4 1 0 0 0 0 0 0 4 4 4 2 3 3 3 3 3 3 3 4 0 4 3 0 0 2
split_gain=0.0724031 0.276799 0.710473 0.697217 0.293785 1.26311 0.808222 0.693321 0.436173 0.815235 0.397248 0.85744 0.654089 0.33513 0.271224 0.41662 0.393873 0.910186 0.64786 0.472806 0.884227 0.528861 0.890664 0.344692 0.415843 0.34273 0.344279 0.31541 0.267005 0.255715
threshold=42.580420142950011 42.684965421050009 89.057864029250013 42.686561923500008 43.157831852650006 62.186725015400008 90.490812212800009 93.047535894850014 97.491557184450016 98.752444047600008 86.103248543850015 85.705356740550016 42.759119507950011 43.022303514600004 43.521589032450009 -0.089569999999999997 0.089505000000000015 0.085910000000000028 0.086555000000000021 0.085715000000000027 0.083745000000000028 0.082325000000000023 0.081515000000000018 48.823707093150006 91.886121982450007 44.131787411600008 0.082685000000000022 88.122280599850015 86.692020874450009 -0.237895
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -7 -8 -9 -10 11 12 -5 -14 15 -6 17 19 -19 20 21 22 29 24 -20 -23 -27 -18 -17 -16
right_child=1 3 -4 4 14 6 7 8 9 -11 -12 -13 13 -15 16 28 27 18 23 -21 -22 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0029708816379905851 -0.11116623179114023 0.10041766996026905 0.0029004352585838729 0.084908314060323439 0.05690715200941357 -0.12593907440206273 0.096493741769248131 -0.11134647592728569 0.10731081314991356 -0.10447250904922861 0.024369836762274954 -0.12144157729150085 -0.1153865846493172 0.013800604687529082 -0.060533972562796391 -0.033012405021141347 0.060302340763380036 -0.14237060669380475 0.035707643410788498 0.10768015562804181 -0.12036142414302003 0.065417977931327628 -0.13490328882600611 0.093819754799977617 -0.10871796929634346 0.059693754791052191 -0.047287666875455076 -6.900003654490565e-06 0.017928509387587218 0.0019021585605376501
leaf_weight=119.79032644161941 0.80944794260722064 0.68188507854938407 1.6780407080514121 0.70373739395290458 2.1622207530235755 1.3783570902305657 0.37616397204692464 0.71596599971962838 0.35407702624797821 0.37348177488092915 4.674653846770525 0.67030726093798865 0.37955666363268392 0.42638368355801504 0.70163780547772781 1.378481924093651 1.63834851480351 0.80348660245726833 0.33104639066732466 0.39324683030281526 0.61966018081511798 1.8579592544119798 0.53034277705592181 0.20385623816400766 0.50117925740778446 0.51717416220344581 0.71902831086481456 1.8423080828433738 4.0576850933066453 10.078310134909772
leaf_count=2855 34 56 38 8 50 33 10 30 2 52 45 20 30 38 144 37 26 20 12 5 106 16 18 3 102 70 18 85 43 627
internal_value=0.00172317 -0.00187332 -0.0342177 0.000185937 -0.00159445 -0.0162817 -0.0681773 -0.0244246 -0.0559343 -0.00140509 0.00793027 -0.0273219 0.0144678 -0.04704 0.00361612 0.0197788 -0.00230599 -0.00849539 -0.0749814 -0.000562407 -0.00339559 0.00163612 -0.00838594 -0.0227208 -0.0512677 0.0382704 -0.00253122 0.0283807 0.00501111 -0.00216164
internal_weight=161.348 41.558 2.48749 39.0705 38.3887 10.0527 3.19805 1.81969 1.44352 0.727559 6.85464 2.17999 1.50968 0.80594 28.336 7.59839 20.7376 17.2569 1.83957 15.4174 15.0241 14.4045 11.3103 1.03608 0.832226 3.09416 1.2362 3.48066 5.43617 10.7799
internal_count=4633 1778 72 1706 1650 268 127 94 84 54 141 96 76 68 1382 130 1252 1141 137 1004 999 893 789 117 114 104 88 111 80 771
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=0
split_feature=2 0 4 2 1 3 3 0 2 3 4 3 0 0 1 2 4 0 3 2 3 2 4 3 3 2 4 2 4 4
split_gain=0.0704492 0.475033 0.80538 0.767901 0.76814 0.891506 0.716848 0.704561 0.734113 0.476655 0.450307 0.402988 0.375151 0.358399 0.926129 0.338141 0.914513 0.307246 0.320803 0.652548 0.586856 0.72398 0.545111 0.383281 0.445171 0.320753 0.351077 0.461981 0.268503 0.338098
threshold=-0.06828999999999999 85.968825637350008 39.476991512000005 -0.054875 62.084563606450011 0.087475000000000011 0.10487000000000003 85.799452775150016 1.0000000180025095e-35 0.10214000000000002 37.892416320650007 0.083905000000000021 86.036037090600004 86.345209775600011 61.966271448700006 -0.072755 40.518963363600001 86.393602021950016 0.08376500000000002 -0.047144999999999999 0.075810000000000016 0.011900000000000003 37.232443001650005 0.086555000000000021 0.084805000000000019 0.26597500000000007 36.558960102350007 -0.036264999999999999 42.055256506450007 42.580420142950011
decision_type=2 2 2 2 2 2 2 2 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 10 4 -3 -6 7 8 9 -4 -2 -10 -5 14 -14 -1 -17 -15 20 -20 25 22 -22 24 -21 26 -19 -28 -23 -30
right_child=1 3 6 12 5 -7 -8 -9 11 -11 -12 -13 13 17 -16 16 -18 18 19 23 21 28 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00097410655905641637 -0.0080624624157772159 0.10539983018821891 0.0035016970184249758 0.074854808496657391 -0.05188425576532233 0.05200270070525808 -0.11618936116094199 -0.061859562559475501 0.014280897300781662 0.10539988408476871 0.083097319400100567 -0.10857136109014759 0.025867718195687492 0.055030316426683323 -0.082085098177103438 0.017487267307144196 -0.091127040738387663 0.038560379873175815 -0.072100255429775204 -0.0055533076461063355 0.018793681407596081 -0.021058212777169488 0.10480603725271896 0.0036155123717215016 -0.1166324888330595 0.047551588590522831 0.0063721523001408686 -0.051020560131591203 0.065602825103657753 0.0036855396889431784
leaf_weight=97.363547352261719 1.1539355190179761 1.4654687717556942 1.0194020827912029 0.7292945496737947 1.1853499532044227 2.7251036735251546 0.9438318975153378 2.3982725653331727 0.47868716467291939 0.83515240252017964 1.0216275146231053 0.60381169125321321 1.541081897914409 1.1930385772138823 1.6408470519818363 1.6855564410377604 1.4353229116541113 1.0810141387337378 1.3206155508814799 0.93810891001340724 1.213902691546535 1.8024832545679599 1.8748018844053147 21.506517771319977 0.58627772623958663 0.98245620311627124 2.6797687901998875 2.9426158778369422 1.3688395395874979 2.4791081696603214
leaf_count=2965 39 14 51 5 31 72 36 23 124 6 14 42 13 9 35 33 32 32 22 33 7 43 41 532 71 86 17 140 11 54
internal_value=0.00155209 0.00427249 -0.0176889 0.00789498 0.0436524 0.0205121 -0.035856 -0.0216448 0.0111929 0.049389 0.0347455 -0.0542454 0.00370523 0.00255601 -0.029801 -6.44725e-05 -0.0324655 0.00500917 0.00354565 -0.00373892 0.0143457 0.0320723 0.071002 0.000180993 -0.0482743 -0.0058102 -0.013631 -0.0236658 0.010792 0.0257115
internal_weight=160.196 59.7114 8.45472 51.2567 5.37592 3.91045 6.27916 5.33533 2.93705 1.85455 2.17556 1.0825 45.8808 45.1515 3.18193 100.484 3.12088 41.9695 40.7765 24.3515 16.425 8.73914 3.0887 23.0309 1.52439 7.68586 6.7034 5.62238 5.65043 3.84795
internal_count=4633 1603 335 1268 117 103 282 246 223 57 53 166 1151 1146 48 3030 65 1098 1089 658 431 156 48 636 104 275 189 157 108 65
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=0
split_feature=4 4 2 4 2 2 4 4 2 2 2 2 4 2 2 2 0 1 4 0 4 2 2 2 4 0 1 0 2 2
split_gain=0.0779723 0.898905 0.474193 0.394504 0.48652 0.39901 0.724522 0.298833 0.279398 0.32963 0.2951 0.319715 0.610635 0.438028 0.469413 0.381154 0.982794 0.703192 0.292436 0.292269 0.266446 0.36931 0.630296 0.406671 0.653299 0.746462 0.363292 0.392327 0.361031 0.313793
threshold=40.300545846000013 40.467253020850002 -0.075639999999999999 40.003678352300007 -0.090369999999999992 -0.066979999999999998 40.148327922700012 40.767054867700004 -0.63026499999999996 -0.59238000000000002 -0.27494999999999997 -0.13734499999999997 44.202975721700007 -0.237895 -0.156745 -0.099379999999999996 94.047642319350018 62.186725015400008 49.520520114700005 86.681267041950008 39.896141435400004 -0.060989999999999996 -0.053874999999999999 -0.088039999999999993 39.683197198900011 93.047535894850014 61.821094709650005 86.103248543850015 -0.070854999999999987 -0.14510999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 20 -5 -6 -7 -3 -9 -10 18 12 -12 -14 -15 16 17 19 -11 -13 21 23 -23 29 25 -25 -24 -28 -27 -1
right_child=1 7 -4 4 5 6 -8 8 9 10 11 15 13 14 -16 -17 -18 -19 -20 -21 -22 22 26 24 -26 28 27 -29 -30 -31
leaf_value=-0.020702487890524063 0.087687766427345049 -0.018103407606867187 0.023676766940343201 -0.085123316071838095 0.019257657388756903 -0.096765439546303567 -0.0019767963074711946 -0.067407624322731591 0.049281957290743167 -0.075581932710357611 0.030213160265800895 -0.057510094893098822 -0.10746083365449306 0.0054988273216275349 -0.10203649426727193 0.0019612925068430054 -0.11289116555877275 0.04690937242082785 0.083834076559693632 -0.0027064273627961611 0.029545489946992898 0.055654954846161668 0.045933957728569313 0.010552514076283635 -0.12555323799675952 -0.10664146689241079 -0.053806928371765927 0.002436095550639338 -0.0186340346189478 0.0099477235029452431
leaf_weight=5.25922080652549 1.5884864591935182 7.7655863529726039 4.263479467277647 1.0901427133012473 2.3859612171072513 1.2054110166500316 2.4359410093165934 0.5714684473205115 1.4966564233745874 0.82268556404460369 10.301673018164367 1.9454761092783877 0.41966225834403381 5.8623219942528531 0.43613093934982039 67.877592849094071 1.0308279266937459 1.7053142227232454 0.13378390297293663 1.9469780176877973 3.1943485144583965 2.5345405631233033 1.7324070790200519 3.0199617571270236 0.67111955030122761 1.099699453120365 1.3525192305969564 14.942128158492777 0.80906785676143056 9.154304417168758
leaf_count=492 24 186 47 31 22 48 39 22 65 144 233 39 103 248 164 1562 178 25 4 8 32 35 33 31 16 92 32 403 35 240
internal_value=0.00141576 0.00293438 0.0410522 -0.00181232 -0.0236469 -0.0125279 -0.0333551 0.000754231 0.00230304 0.00272694 0.00197353 0.00255098 0.014917 -0.0085385 -0.00194736 -0.000273832 -0.0231618 -0.00663812 -0.053284 -0.0300977 0.00173827 -0.00045091 0.00896144 -0.0101211 -0.0329907 -0.0203869 0.0023965 -0.00223229 -0.0693378 -0.00123595
internal_weight=159.055 108.168 5.85197 50.8868 7.11746 6.02731 3.64135 102.316 94.5506 93.9791 92.4824 91.526 17.0198 6.71812 6.29845 74.5062 6.6286 5.59777 0.956469 3.89245 43.7693 40.575 20.5616 20.0134 5.59985 4.92873 18.0271 16.2946 1.90877 14.4135
internal_count=4633 3052 71 1581 140 109 87 2981 2795 2773 2708 2560 748 515 412 1812 250 72 148 47 1441 1409 503 906 174 158 468 435 127 732
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=0
split_feature=0 0 3 3 3 4 3 3 2 4 0 1 0 0 2 4 4 4 3 3 1 2 3 4 4 2 0 3 2 1
split_gain=0.072186 0.406056 0.272917 0.393995 0.476786 0.366603 0.446508 0.371372 0.421837 0.358577 0.240988 0.470754 0.417761 0.233197 0.71463 0.327567 0.232614 0.202656 0.278998 0.737458 0.229397 0.383877 0.176664 0.194377 0.181358 0.23052 0.33319 0.167865 0.400925 0.141023
threshold=85.705356740550016 85.769879735700016 0.11768500000000003 0.10087500000000002 0.093955000000000025 41.243661560350013 0.092185000000000031 -0.08138999999999999 -0.016679999999999997 39.571921479100006 85.121961326250016 58.309968391300011 75.994645973400011 85.431134011250023 -0.088039999999999993 42.759119507950011 40.574766824850009 43.968221017800005 -0.25098999999999999 -0.53179999999999994 61.885617704800005 -0.081984999999999988 -0.24212500000000001 48.914776625700007 48.823707093150006 -0.088039999999999993 71.249517373150013 -1.0000000180025095e-35 -0.11963999999999998 61.987779113750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 7 13 10 -9 -5 11 12 -1 15 -15 27 -6 20 19 -19 21 -17 -20 24 25 26 -24 28 -7 -3
right_child=1 29 -4 9 16 6 -8 8 -10 -11 -12 -13 -14 14 -16 17 -18 18 22 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10066191375239371 0.031342348488577476 -0.0084155552720130717 -0.058058093001857769 -0.00062809610975849556 -0.028101483680459421 0.069690287258339548 0.090578113976509556 -0.10139256123110994 0.013938673534896804 0.059615606991178988 0.10272931218446393 -0.10676970913492359 0.10445685050859391 -0.10648900970053242 0.0052117061846672407 0.067592481874474739 -0.11571095134800019 0.046003428727013573 0.10986787450489917 -0.11017750543317922 -0.10690858730297298 -0.12470742191077744 0.06607095566378092 -0.029072694160278023 0.10388998047472731 0.075767828880250965 -0.080906987623590054 0.075179194014210873 -0.12069044142170925 0.0021553327830641056
leaf_weight=0.13822203563177049 4.5760952103883019 14.087388691958038 0.909270478063262 2.2730729654431334 0.63528113649226614 0.31892701145261515 0.57344898692099455 1.1084545409757991 0.44424173735024552 1.7476185597042784 0.21625054627656937 0.33729789487733797 0.35254715383052826 0.76517623907420818 2.2776118090841919 0.29428962565725669 0.57953029754571617 0.61497246993531007 0.24031916260719355 0.59468830185142019 0.36223131142469356 0.16038239001045429 0.26610651623195758 0.58926175965461891 0.33241908997297276 0.4299461536720619 0.36688543125637807 1.0008412931783783 0.16935415393345488 121.17407482776525
leaf_count=78 38 146 32 27 18 16 10 79 30 36 4 137 3 49 47 28 24 16 1 27 33 53 23 30 5 23 77 24 50 3469
internal_value=0.00127641 0.00204554 -0.00466616 -0.00184187 -0.0102074 -0.00414158 0.00508446 -0.0373824 -0.0683952 0.0255572 0.00872756 -0.0158211 0.0466864 -0.000497224 -0.0228779 0.0113655 -0.0698959 -0.00277169 0.007876 -0.0307776 -0.047539 -0.000239971 0.0288913 0.0190858 0.0394232 0.0192621 -0.0191182 0.0517279 0.00365914 0.00105438
internal_weight=157.936 139.838 18.0986 17.1894 13.1687 11.9539 9.35686 2.59701 1.5527 4.02069 1.04432 0.828067 0.490769 8.78341 3.04279 5.74062 1.21481 4.2515 3.4346 1.20966 0.816903 0.454672 2.22494 1.98462 1.39536 1.06294 0.632992 1.48912 0.488281 135.261
internal_count=4633 3653 980 948 885 843 512 331 109 63 222 218 81 502 96 406 42 316 202 43 114 81 159 158 128 123 100 90 66 3615
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=0
split_feature=2 2 2 4 1 1 4 1 1 1 1 1 0 0 1 1 2 4 0 0 3 1 0 3 4 0 1 4 3 4
split_gain=0.0648043 0.302201 0.401899 0.540536 0.574051 0.514659 0.579153 0.334077 0.472683 0.284835 0.966646 0.354346 0.245467 0.230408 0.334414 0.486519 0.229396 0.309617 0.212998 0.592835 0.200224 0.551697 0.175017 0.172763 0.331453 0.431753 0.356392 0.262013 0.209657 0.336507
threshold=-0.031989999999999998 -0.0025899999999999999 0.048475000000000011 41.489621506400006 61.987779113750001 65.036490633650018 36.859113051050009 59.98487780655001 61.821094709650005 62.00390986255001 62.111448187750007 62.154463517850012 67.620098897050013 93.308316333500017 75.180043159850015 78.537927364800012 0.067985000000000018 40.00488309970001 100.69082235970002 102.65877371115 0.12376500000000003 63.452988794850008 96.978061681550017 0.091885000000000022 35.374259656300005 95.746747857800017 68.846035804500005 40.250747516500006 0.10020000000000003 38.536700832000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 3 4 -3 -6 -7 12 -9 -2 -11 -12 -4 20 -15 -16 17 -10 -17 -20 21 -13 -19 24 -18 26 27 -26 -25 -30
right_child=1 2 7 -5 5 6 -8 8 16 10 11 13 -14 14 15 18 23 22 19 -21 -22 -23 -24 28 25 -27 -28 -29 29 -31
leaf_value=-1.4470230563114562e-05 0.048043017625320671 -0.081445644757768776 0.062758789196901713 -0.10884717769779317 0.035100015084238337 0.05173517028010343 -0.11520992247453246 0.08718097014507159 0.069071251297960198 -0.093812092859270071 0.089338908232275221 0.020428532719957954 -0.10438576168650984 0.07103530986272609 -0.11337100985456794 0.11096322977870057 0.068379799508415204 0.02554538682335411 -0.12783486038930347 0.067832876669758083 0.018401528054224632 -0.095564750626818018 -0.014895407912238649 0.036912163088416279 0.006732481043112722 -0.0014366727735773438 -0.10744197057141897 -0.069859174697450524 0.02004227851194039 -0.033461345501723111
leaf_weight=118.25650657223986 2.5684077075275118 0.94130418426357509 0.10915777758055156 0.69631861116249627 2.106531443074346 0.32452770333475189 0.5777286096199532 0.70262847375124948 1.0958801950694148 0.81000885250977983 0.69338965974748124 1.0014835660404062 0.45040354099546676 1.3820045683532955 0.29182017478160538 0.26174986362457275 0.50438445664713327 2.7484265547245741 0.22724240925163031 0.48602510472892391 2.2588305547833443 0.69433819444384415 1.7524979851441456 2.0503060912415085 1.0536666383268296 6.6792394966259963 0.75386203991911305 0.77527542669849925 2.966858701332967 1.9469114565708876
leaf_count=3320 48 23 16 119 18 8 45 13 52 36 8 31 93 15 11 1 55 18 8 90 8 26 42 64 31 197 67 44 47 79
internal_value=0.00115031 0.00469025 -0.000728508 -0.0276103 -0.0132899 0.00803271 -0.0551623 0.00456638 0.00642137 0.0190227 0.00982859 0.0213335 -0.0717796 0.0141927 0.0370165 -9.50069e-05 0.00387991 0.0214049 0.0338082 0.0054944 -0.00109478 -0.0270638 0.0097992 -0.00198269 -0.0105636 -0.0148627 -0.0495828 -0.0257342 0.0100512 -0.00115668
internal_weight=157.168 38.9112 28.2359 4.64641 3.95009 3.00879 0.902256 23.5895 23.0299 10.6753 8.10689 7.29688 0.559561 6.60349 2.64884 1.26684 22.3273 5.5968 0.975017 0.713268 3.95465 1.69582 4.50092 16.7305 9.76643 9.26204 2.5828 1.82894 6.96408 4.91377
internal_count=4633 1313 1031 213 94 71 53 818 709 282 234 198 109 190 125 110 696 112 99 98 65 57 60 584 394 339 142 75 190 126
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=0
split_feature=1 4 0 1 0 0 0 2 4 2 0 4 4 4 4 4 0 4 4 1 3 2 1 1 2 3 2 4 4 3
split_gain=0.363132 0.266649 0.489684 0.449287 0.807233 0.681583 0.455843 0.405497 0.405473 0.649556 0.389165 0.572652 0.493819 0.546942 0.440673 0.420464 0.840828 1.46808 0.860746 1.1706 0.596466 0.384378 0.382157 0.751776 0.376282 0.412096 1.07509 1.16615 0.367494 0.725238
threshold=90.937096262400004 42.154118731400011 103.57284947555002 80.13218303615001 97.722764583650005 97.491557184450016 96.870523356300012 -0.18437499999999998 42.320906304050006 -0.22573999999999997 86.393602021950016 42.431220712750012 44.202975721700007 45.044778924400006 49.064150740050003 43.157831852650006 86.904409066750006 42.686561923500008 42.876019054300009 62.111448187750007 0.083070000000000019 -0.24023999999999998 64.730006406800015 62.116825104000007 -0.083834999999999993 0.08376500000000002 -0.086800000000000002 43.477771593600004 43.895345911700005 0.08079500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 5 6 10 21 -6 -10 11 -3 15 -14 -15 16 18 -18 19 -12 -19 -4 23 28 25 -17 27 -27 29 -13
right_child=-2 3 7 -5 8 -7 -8 -9 9 -11 12 22 13 14 -16 24 17 20 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00018526723612093929 -0.0011783165734089546 -0.0015911720356034692 -0.0019981718362612612 0.00041902693795486473 0.00080536948591224925 0.0016075849204516175 -0.0015521279532981283 -0.001518765219930821 6.6619855116323528e-05 -0.0019847994872797714 -0.0013102915360272015 -0.0021852816438332687 -0.0021166297775046905 0.00014255791964720474 -0.0021172316937575495 0.0017707141619272683 0.00019593336240234329 -0.00010159780623974255 0.0021070902974487204 0.0011542661598641052 -0.0020059822469330282 0.0017483988638136055 0.0009780499952729779 -0.001449236885223335 0.00020768927697483041 0.0013197716482013821 0.0020968274624364033 -0.0018652059565977435 0.00025835495377888234 -0.00016753146698541698
leaf_weight=119.84921029469115 0.83508123115848221 1.1102073144174962 0.15184910219068115 8.870831553162132 0.40182894282042925 0.99702814698684861 0.74508585862349619 1.1649945651111 0.88644034008029904 1.7952716657309788 1.2167163342237537 0.75738586139596531 0.6880839689765702 2.4276147206346654 0.38429162260581495 1.5966492109000681 7.2730834279209358 0.90440713387215543 1.2681499272584913 1.894898362457752 2.101794102229178 0.34330215724185098 1.1032566902285896 1.699095681979087 5.5479738824069482 0.81677873805165269 1.0516311824321749 0.9631750516127795 6.9040547780386987 7.1525981198064983
leaf_count=1969 554 47 78 328 10 8 20 249 39 113 11 92 100 112 69 22 87 13 13 64 53 9 36 102 52 8 6 40 192 137
internal_value=0.000111726 0.000117643 0.000170617 1.13508e-05 -5.86164e-05 3.10357e-06 -3.0499e-05 -0.000886997 -0.00103147 -0.0013067 -6.30562e-06 -0.000225325 0.000139472 -0.000549709 -0.000166278 0.000237386 2.60633e-05 -0.000280468 0.00074549 0.000190565 -0.00143305 0.00059943 -0.000139248 -0.000213895 0.000547903 0.000974145 0.000524982 -0.000403695 -7.22079e-05 -0.000360732
internal_weight=182.903 182.068 121.509 60.5583 51.6875 48.604 47.6069 1.66015 3.08354 2.68171 46.8618 18.7266 28.1352 3.49999 2.81191 24.6353 14.659 10.2793 4.37976 3.11161 3.0062 0.495151 17.6164 16.5131 9.97621 4.42823 2.83158 1.77995 14.814 7.90998
internal_count=4633 4079 2305 1774 1446 1284 1276 336 162 152 1256 606 650 281 181 369 241 153 88 75 66 87 559 523 128 76 54 48 421 229
is_linear=0
shrinkage=0.00196078


Tree=940
num_leaves=31
num_cat=0
split_feature=4 3 0 0 0 3 4 4 3 3 2 3 3 0 0 0 4 3 3 0 4 4 3 2 4 2 2 0 4 4
split_gain=0.0659897 0.344892 0.229265 0.245486 0.334984 0.271414 0.109329 0.251763 0.248441 0.236146 0.291898 0.232223 0.330537 0.336353 0.147825 0.130664 0.310326 0.371981 0.283576 0.153568 0.134527 0.326269 0.30865 0.139183 0.157159 0.159373 0.249129 0.282335 0.128338 0.281725
threshold=49.292797572200008 -0.25098999999999999 85.57362229215002 100.01333091085002 104.22883325935001 0.074735000000000024 47.927946529500012 46.095286511800005 -0.23921499999999998 0.074735000000000024 -0.088465000000000002 -0.15849499999999997 1.0000000180025095e-35 93.047535894850014 87.345316200150009 102.75018128760001 44.749265482150008 0.090850000000000028 0.089835000000000012 102.32271644485002 42.431220712750012 42.388109226950007 -0.20885999999999996 0.075080000000000022 41.808689985400001 -0.24023999999999998 -0.18437499999999998 103.57284947555002 44.578137159850009 44.749265482150008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 7 15 -8 10 14 -10 -13 -14 -9 19 17 18 20 28 21 23 -22 24 25 -17 -27 -28 -1 -30
right_child=1 2 3 4 5 -7 8 9 11 -11 -12 12 13 -15 -16 16 -18 -19 -20 -21 22 -23 -24 -25 -26 26 27 -29 29 -31
leaf_value=0.001859109883918056 -0.10896602019322431 0.063222139839541738 -0.10462670681376125 0.064834150595572529 0.020067787997105312 -0.10205051068889003 -0.024286282833605302 0.016144112768809133 0.095445219877288864 -0.086275932637335379 0.06760199858898891 -0.047396178667354787 0.10272968842764457 0.013449052681368163 -0.10442564381878922 -0.10181767330134024 0.048924404906018522 -0.10327379046838246 0.065027203168242301 0.032340712853626025 0.071674195787342451 0.10790751714484488 -0.10320495568949058 -0.10206732694900436 -0.10671303852201018 0.10118321912062328 0.019889526542376315 -0.10533530772614258 -0.10751861959001344 -0.007708223069348312
leaf_weight=140.83644334680548 0.33813735796138678 0.44784290576353569 0.27014876796602028 0.48832726610271471 0.35685191741504241 0.37144047713809414 1.0753896651440298 0.16570014668468502 0.47962714114692095 0.63645593491673935 0.32678468219819368 0.57370627106865812 0.58411290124058757 1.5201181175652889 0.26322776297456585 0.14754728113575799 0.61569126913673233 0.55318353209185023 0.3944928227128911 1.6301351455040265 0.12737931633455446 0.19963781535625447 0.48591542272151844 0.21703320433334727 0.16915277935186157 0.23140264829908141 0.64136248547583774 0.25031530600176666 0.3291877418487269 2.0066713576725306
leaf_count=2836 19 9 92 48 24 122 30 16 9 72 12 38 10 60 46 111 19 236 25 30 6 1 137 95 61 13 4 200 30 222
internal_value=0.00112829 -0.0157874 0.000498618 -0.0183949 0.000752759 -0.0422144 0.00137719 0.000930608 0.0172266 -0.0413974 -0.00360104 0.0313648 0.0198878 0.0382324 -0.0578481 0.00132653 -0.0164273 -0.0282012 -0.0137021 0.00182102 -0.0262776 -0.0128632 -0.0668831 -0.0274155 -0.0161624 -0.00410781 0.00872905 -0.0152641 0.00147353 -0.0217743
internal_weight=156.733 2.27275 1.93461 1.48677 1.21662 0.728292 154.461 150.228 4.23295 1.39217 0.755713 3.15756 2.67794 2.10423 0.428928 148.836 4.03311 3.41742 2.86424 144.802 2.46975 1.85645 0.613295 1.65681 1.43978 1.27063 1.12308 0.891678 143.172 2.33586
internal_count=4633 314 295 286 194 146 4319 4172 147 146 74 117 108 70 62 4026 908 889 653 3118 628 485 143 484 389 328 217 204 3088 252
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=0
split_feature=0 0 4 0 4 3 4 3 3 3 4 0 0 1 3 2 2 1 2 1 3 1 0 0 2 2 2 2 3 2
split_gain=0.0643608 0.360334 0.394981 0.380803 0.683173 1.13497 0.306386 0.243074 0.312649 0.43178 0.306656 0.249386 0.217758 0.636998 0.581462 0.226431 0.702437 0.708889 0.56259 0.617537 0.718223 0.366135 0.596097 0.63105 0.321723 0.891167 0.377486 0.614311 0.877705 0.815867
threshold=85.705356740550016 85.823648898300021 42.081757894750005 85.990333302400003 39.571921479100006 0.091885000000000022 40.767054867700004 0.11768500000000003 0.10087500000000002 0.096915000000000015 39.571921479100006 85.683849075550015 86.162394622750014 62.084563606450011 0.092015000000000027 -0.06828999999999999 -0.075639999999999999 65.509659264600018 -0.054875 62.084563606450011 0.087475000000000011 61.885617704800005 86.264556031700025 86.393602021950016 -0.076544999999999988 -0.077085000000000001 -0.078549999999999995 -0.083834999999999993 0.09117500000000002 -0.088274999999999992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 4 -3 -6 -7 8 9 11 -10 -1 13 14 -5 16 21 -18 19 -17 -21 -14 -23 -24 25 26 27 29 -29 -25
right_child=1 3 -4 12 5 6 -8 -9 10 -11 -12 -13 15 -15 -16 18 17 -19 -20 20 -22 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.00072418566180100605 0.036008693318988899 0.050769394908072779 -0.0097827191916308211 -0.030437212825396343 -0.11571263434496928 0.015793083426727434 -0.035413091812199073 -0.055768350992324328 -0.0015010526824726386 -0.084578404884352837 0.054965769920323697 -0.053664812234014959 -0.061906029526862305 0.069915294207360021 0.034030079461178829 0.10467880462849502 -0.097613771863869644 -0.011218299636922252 0.0022919264309248419 -0.045840037465772275 0.048553315413141521 0.057321947251572025 -0.047963904639929583 -0.00018613212725014725 0.052832942276189558 -0.11367505034483552 0.053910847752414094 -0.0069183248879192989 -0.08220284181194587 0.041176915815464205
leaf_weight=10.720656374828197 5.924636332318185 1.0926887653768051 2.7617614329792559 2.8096803731750688 1.3567439799662677 2.1607681773602962 2.544478754978627 0.88584141503088076 2.2541358629241581 0.72634108108468431 1.6774721109832169 0.97034161910414773 0.95573337934911151 1.8096637721173463 2.7867307243868709 1.086473375558852 1.5113392993807782 2.5557399307278956 42.255193405867658 1.1722728580334663 2.5804328159356373 1.7911376431584347 2.756529724225401 41.648000254870894 1.1731509425008031 0.68227070383727451 1.3316847644418945 6.6720029861860422 2.0166670918115415 5.3852362815714505
leaf_count=849 33 10 41 31 48 11 32 32 27 23 36 13 9 33 24 12 23 64 1120 31 72 11 19 1640 13 21 75 126 47 107
internal_value=0.00101441 0.00172997 0.0214497 0.000413688 -0.0220136 -0.0351329 -0.0118979 -0.00474921 -0.00198482 -0.00976616 0.0225913 -0.00511821 0.00171845 0.0183413 0.00166425 0.000653245 -0.0030174 -0.0433231 0.0059907 0.038288 0.0190667 -0.000472447 0.000452816 -0.001199 0.000989265 -6.41605e-05 0.00129445 3.6979e-05 -0.0243921 0.00454988
internal_weight=156.056 138.821 8.6864 130.135 7.15468 6.06199 4.70525 17.2348 16.3489 12.4173 3.93161 11.691 122.98 7.40607 5.59641 115.574 68.4795 4.06708 47.0944 4.83918 3.75271 64.4124 63.4567 61.6655 58.909 57.7359 57.0536 55.7219 8.68867 47.0332
internal_count=4633 3653 74 3579 101 91 43 980 948 885 63 862 3478 88 55 3390 2155 87 1235 115 103 2068 2059 2048 2029 2016 1995 1920 173 1747
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=0
split_feature=4 0 4 2 0 2 0 2 2 1 1 2 4 1 0 2 2 1 1 0 4 4 4 4 1 0 0 0 0 0
split_gain=0.242314 0.529108 0.487473 0.472462 0.443037 0.853159 0.841141 0.822333 0.674887 0.665805 0.866004 0.927528 0.560991 0.877645 1.61699 0.810223 0.555577 0.448059 0.520437 0.58475 0.646787 0.510469 0.524682 0.795005 0.771511 0.645897 0.88906 0.417605 0.406209 0.904495
threshold=42.081757894750005 104.03526427400001 42.027798546600003 -0.18437499999999998 86.393602021950016 -0.075639999999999999 86.866770652900016 -0.080234999999999987 -0.011849999999999999 64.730006406800015 62.084563606450011 -0.11534 43.895345911700005 61.917879202350001 86.103248543850015 -0.097799999999999984 -0.0025899999999999999 62.00390986255001 62.020040611300011 87.525442894850016 42.206017975500011 42.527280425250005 43.157831852650006 42.686561923500008 64.294476189700006 90.490812212800009 93.047535894850014 67.058211147750015 97.491557184450016 98.752444047600008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -6 9 -7 10 12 -12 13 -2 -15 -14 -10 -8 -19 -20 -21 -22 23 -23 -24 -25 -27 -18 -28 -30
right_child=4 3 -4 -5 6 8 17 -9 16 -11 11 -13 15 14 -16 -17 27 18 19 20 21 22 24 25 -26 26 28 -29 29 -31
leaf_value=0.00015382556436852084 0.00072670942491013624 0.00047487602840284128 0.00088461237603025588 -0.0019971586295374085 0.000734768545248254 -0.0022284559162447895 -0.0013964289512362459 0.0018514661607249171 0.0014369796589295621 0.0012657172611852772 0.00026618073845112894 -0.0022267394940993167 -0.00022529899538586726 -0.0018981377784562244 0.00032759635463087478 0.0012186740915178091 0.0018950437890756771 0.0021384651642073018 -0.00094668756149638887 -0.002135228962644621 0.0006264630066568636 4.5581417719550969e-05 0.0009015815864327828 -0.0025363242798144975 -3.3928690677144225e-05 0.0018324128415536547 -0.0022120665347547886 -0.0020569058949066257 0.0021043777373234785 -0.0020637901994264457
leaf_weight=115.43063057248128 1.7702780824038251 0.46919355332738633 3.61940217250958 0.81110462565334163 7.2291689226403824 1.3652804412267872 0.85685998853295942 0.81234849500470119 0.47435551695525646 1.1578014872502524 0.89407451823353801 1.6019106018356968 3.7331958577924573 2.7367929024621844 2.317684905603528 2.4907609969377469 0.12612521019764134 0.4479219913482656 2.2936372985714106 0.50141449533111782 6.0160748405323821 5.3336529826046917 4.3459689989686039 0.96346596349030766 15.396060419247076 0.45395921287126872 0.84966158703173256 0.55593280579887505 0.35052682459354401 0.46659678774449276
leaf_count=1937 42 161 30 447 99 66 15 7 5 23 66 41 134 89 14 12 4 2 32 26 105 69 28 14 954 10 30 117 2 52
internal_value=0.00011031 0.00016256 0.000176043 -0.00109123 1.43829e-05 -0.000228563 0.000121356 -7.50388e-05 -0.00129489 -0.000168737 -0.000275578 -0.00133376 -7.31663e-05 -0.000461418 -0.000877548 0.000352564 -0.000192707 5.50018e-06 3.76031e-05 1.21501e-05 7.55697e-05 0.000108006 -2.75759e-06 -0.000412638 0.000172013 -0.00120506 -0.000600254 -0.00132612 -0.00126281 -0.000275744
internal_weight=185.872 120.33 119.05 1.2803 65.5415 20.0365 45.505 17.5148 2.52169 16.7025 15.5447 2.49599 13.0487 6.82476 5.05448 6.22396 1.15641 38.2758 37.4189 36.971 34.6774 34.176 28.1599 8.41786 19.742 3.08421 2.12074 0.682058 1.66679 0.817124
internal_count=4633 2575 1967 608 2058 620 1438 428 192 421 398 107 291 145 103 146 126 1339 1324 1322 1290 1264 1159 177 982 108 94 121 84 54
is_linear=0
shrinkage=0.00196078


Tree=943
num_leaves=31
num_cat=0
split_feature=1 2 2 4 3 2 2 0 0 4 4 0 1 1 1 4 1 1 0 1 4 4 3 4 4 4 4 3 2 3
split_gain=0.240097 0.231877 0.907244 1.47677 0.887169 0.806869 0.651442 0.635683 0.634223 0.59754 0.68546 0.513921 0.601985 1.2063 0.436705 0.385396 0.945039 0.517808 0.509552 0.591602 0.766343 0.71661 0.435912 0.381792 0.589398 0.502934 0.750575 0.3675 0.59569 0.436558
threshold=90.679004281900021 -0.079369999999999996 -0.084729999999999986 42.876019054300009 0.092185000000000031 -0.077085000000000001 -0.076544999999999988 94.75470680765001 83.933662832600007 42.206017975500011 41.808689985400001 86.474255765850003 62.079186690200011 62.678712853250012 62.111448187750007 42.580420142950011 62.111448187750007 81.339300736700025 105.93331571405001 62.132955852800002 43.118479346150004 43.968221017800005 0.10214000000000002 42.409092016550012 42.243697547450004 42.027798546600003 41.641174900500005 -0.25587999999999994 -0.13006999999999999 -0.25215499999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 -7 14 -8 10 -4 -5 -13 -14 -3 17 -17 23 19 -18 -21 -22 -19 24 25 26 -10 28 -1 -29
right_child=-2 5 3 11 -6 6 8 -9 15 -11 -12 12 13 -15 -16 16 18 22 -20 20 21 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.00014050483835028997 -0.00081650813571190175 0.00033297624887908056 -0.00087555014713997837 0.0008181680754304107 -0.0022255202574170806 -0.0013938393954050642 -0.0009961969373952057 -4.6148034398900665e-05 0.0002750564927998454 -0.0016446845601909839 0.00078912512979204712 0.00063689366469048974 -0.0025082416120330536 0.00037976639336849692 0.0019653407555642092 -0.0017779568703275806 0.0016903010579086702 -0.0015902411686418969 0.0011394288441243232 -0.0014655567197406779 0.00045238990418394357 -0.0011149763787666137 0.0004030330104650653 0.00090130455642822762 -0.00085298812297614636 0.0010913841203719107 -0.00063957279863538431 0.0012159496269648015 -0.0022279686605825239 0.00012482577392090638
leaf_weight=3.401257227302267 1.097190943768054 0.88687906414270345 2.4792081138584745 3.1412084011826664 1.7937534546072127 1.0613493840210129 1.8089122856035817 1.5563860565234788 57.157712850748794 1.6288628815673289 1.5428164117038248 1.6975739374756815 1.0046137794852259 1.2453697078162802 2.1763516333885491 1.2407779326895241 0.62217103224247505 1.0849725485895749 1.3880494574550528 1.6798321569513062 4.2532905315747485 1.5231220238201784 0.69012400368228544 3.3660408691503099 1.8964377634692926 2.656904744973871 3.6711165009764946 1.4349346901872184 0.621644277125596 80.437576792285654
leaf_count=176 570 6 34 36 47 24 226 22 699 31 19 7 17 23 80 35 6 153 29 44 45 98 14 30 38 36 44 27 18 1999
internal_value=9.80821e-05 0.000103387 3.88608e-05 -0.000414208 -0.00102412 0.000176429 0.000132604 0.000974271 0.000152114 -0.000642759 -0.000236994 0.000226322 -0.00024463 -0.000909724 0.00149273 0.000177686 -0.000168932 0.000230311 4.19641e-05 -0.000146605 -0.000299881 3.91074e-05 -0.000815294 0.000257309 0.000224155 0.000256331 0.000219857 0.000115519 -0.000463073 0.000143949
internal_weight=190.246 189.149 100.429 14.5334 7.44464 88.7204 84.1008 4.61962 83.0395 5.65089 4.02202 7.08877 3.94756 2.24998 3.06323 81.2306 10.7072 70.5233 9.46647 8.07842 7.45624 5.77641 1.7751 68.7482 65.3822 63.4857 60.8288 85.8954 4.0229 81.8725
internal_count=4633 4063 2434 214 131 1629 1521 108 1497 84 53 83 47 40 86 1271 257 1014 222 193 187 143 167 847 817 779 743 2220 194 2026
is_linear=0
shrinkage=0.00196078


Tree=944
num_leaves=31
num_cat=0
split_feature=1 1 0 4 2 2 4 1 1 1 0 0 1 3 3 3 4 4 1 3 2 2 2 4 3 3 1 1 1 3
split_gain=0.29069 0.189663 0.780725 1.30867 0.414162 0.882818 0.37727 0.341454 0.961734 0.814474 0.415641 0.85146 0.519637 0.433573 0.411484 0.406728 0.584167 0.968271 0.580259 0.377476 0.349009 0.777985 0.861447 0.563069 0.530891 1.41674 1.40078 0.712933 0.58115 0.547055
threshold=90.679004281900021 64.369753017350021 87.261973998100004 41.444941515100005 -0.083834999999999993 -0.06828999999999999 39.852039223600009 66.235542959850008 65.765062787050013 66.859265246100009 91.886121982450007 90.60910437050002 67.606656606400023 0.25799500000000009 -0.16179999999999997 0.090465000000000031 42.123054668150012 35.119813570500007 65.509659264600018 0.090465000000000031 -0.059424999999999999 -0.087660000000000002 -0.088274999999999992 38.804629908750009 0.083555000000000032 0.076615000000000016 72.04530097975001 87.143681840350013 87.313054702550019 0.084565000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -5 -6 -4 8 15 19 11 12 -11 20 -14 16 17 -3 -17 -9 21 22 24 -23 25 26 -12 -27 -29 -26
right_child=-2 7 3 4 5 -7 -8 9 -10 10 13 -13 14 -15 -16 18 -18 -19 -20 -21 -22 23 -24 -25 29 27 -28 28 -30 -31
leaf_value=0.00010763241890495588 -0.00095294295924609491 0.00054021121810168176 0.00053303975648412547 0.00068801323134713385 -0.00095150685935301114 0.00041635694109586231 0.0016768428955287542 0.0015598929661400354 -0.0022114396523298984 0.0015594313833136276 -0.0016418111925511896 -0.0018468617317886514 0.00057823384593262326 -0.0012033152022766129 -0.0021721429774278771 -0.00063454477913880937 0.00046034187093389717 -0.0019973202562598141 0.00095919915491553308 0.00028564426043464997 0.00026358809397247849 -0.0016728365230056043 0.0020830475330214484 -0.00030657431227698866 0.0017827240938960078 -0.0019421679699072763 0.00072850773841379461 0.0019767927536694079 -0.0020439017373720834 0.00020020575171556234
leaf_weight=79.821540860903042 0.95459112387334144 0.89888664754107495 1.5396298114210392 4.4493406582623729 2.7775253169238567 5.2294416669756139 3.9610219895839691 2.0732566937804218 0.90995144651969884 0.69904447346925669 1.206996416032778 1.2953125487620125 0.43975368843530305 0.98167097333043685 0.39878945579039282 1.3813717525335962 1.479742125738994 1.6202326041238846 2.411724254488945 1.5711297504603861 30.876646140524834 1.3471267396453175 0.85761821176856656 8.3363147377676778 0.88222223706543701 2.2692471627960917 4.6568350465386175 0.37026759982109059 0.22053090068948222 17.47919274269907
leaf_count=1412 570 15 25 37 36 38 65 33 33 9 68 70 12 43 53 32 98 39 23 17 621 85 8 172 12 297 206 8 49 447
internal_value=0.00012626 0.000131907 0.000190735 0.000560138 0.000208383 -5.81394e-05 0.00135669 6.39657e-05 -0.000303941 0.000106112 6.05331e-05 -0.000675667 0.000310984 9.05481e-05 -0.000729774 -8.11819e-05 -0.000517484 -0.00109186 0.000378789 0.00101055 0.00010909 -1.76937e-05 0.000148284 -0.000496644 8.70219e-05 -0.000311235 0.000240607 -0.00144266 0.000475964 0.000276242
internal_weight=183.397 182.442 97.7785 17.957 12.4563 8.00697 5.50065 84.6639 8.70191 75.962 72.3176 2.8329 1.53759 69.4847 0.838543 7.79196 3.99886 2.51912 3.7931 3.64439 68.503 37.6264 27.9429 9.68344 27.0853 8.72388 5.86383 2.86005 0.590799 18.3614
internal_count=4633 4063 1613 201 111 74 90 2450 240 2210 2160 144 74 2016 65 207 152 54 55 50 1973 1352 1095 257 1087 628 274 354 57 459
is_linear=0
shrinkage=0.00196078


Tree=945
num_leaves=31
num_cat=0
split_feature=4 4 2 4 2 2 4 4 3 4 3 4 2 4 2 0 2 4 1 0 4 4 4 3 3 4 3 4 4 3
split_gain=0.0657387 0.734266 0.430219 0.368543 0.389536 0.309061 0.610879 0.254327 0.310604 0.42627 0.409579 0.798251 0.517239 0.920199 0.795338 0.442779 0.925739 0.350928 0.325643 0.29989 0.254291 0.253292 0.247245 0.260446 0.244871 0.391866 0.617375 0.809159 0.435187 0.404438
threshold=40.300545846000013 40.467253020850002 -0.075639999999999999 40.003678352300007 -0.090369999999999992 -0.066979999999999998 40.148327922700012 39.896141435400004 0.091705000000000023 39.683197198900011 0.098085000000000019 38.238138001450004 -0.070854999999999987 38.110427674550003 -0.053874999999999999 89.474575039450016 -0.095074999999999993 39.117456157700005 69.165962322050021 96.631250582750013 36.859113051050009 40.767054867700004 39.788107623550012 0.09117500000000002 0.088145000000000015 43.521589032450009 0.083745000000000028 43.968221017800005 43.426369480700011 0.082325000000000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 7 -5 -6 -7 8 22 10 11 18 13 15 -14 -12 -17 20 -10 -20 -16 -3 23 -1 25 28 29 -28 -23 -27
right_child=1 21 -4 4 5 6 -8 -9 9 -11 12 -13 14 -15 17 16 -18 -19 19 -21 -22 24 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0098111564984552386 0.084021552186982595 -0.016763936641895693 0.021248735142171373 -0.079042884746430328 0.015229599533965875 -0.092434150207639121 -0.0030930123079108262 0.028855400096828805 0.041599726756951026 -0.063177390888570287 0.035032534313428204 0.062032807020884789 0.10084337925655928 -0.086679913277426648 -0.023384047794135623 0.013464823010221652 -0.13452307373749636 -0.043889362814490379 -0.083650298610656704 -0.0020190654172312361 0.031420500327419464 0.010532356879050377 0.034562644007928918 -0.073289645766775408 -0.003677699050844958 -0.0071067046036984959 -0.1328425037506088 -0.010478285976969114 0.074630124579198043 0.034620050437239605
leaf_weight=18.319918955091914 1.4789891383552456 7.7263771373090995 4.1705811234605781 1.0600502899633282 2.3141727771871956 1.1287234958144829 2.3772251510526985 3.178843585868889 0.9022281058132714 0.79924532730456022 2.1333652740577271 3.7268646109114343 1.020434901001863 1.5672452444014195 1.1314207360578565 1.4329519499075365 0.59957021601541916 1.1684204693665377 0.69725752196973179 1.2692929865343101 3.3636274370364845 34.642625787410907 1.2104365730629059 0.66998214040643134 41.201379960582926 10.839183894068812 0.83215982749970807 1.5414296396847929 1.0926390740169143 2.9564218789382712
leaf_count=832 24 186 47 31 22 48 39 32 21 24 30 57 28 49 37 55 45 23 20 71 51 841 30 36 863 789 51 122 25 104
internal_value=0.00119498 0.00260017 0.0376819 -0.00179332 -0.0232888 -0.013134 -0.031856 0.00163083 -0.000532074 0.00836451 0.0113719 0.0315105 0.000674836 -0.0213623 0.0195773 0.00321075 -0.0301899 0.00493486 -0.00814149 -0.0309621 0.017626 0.000634563 -0.00925759 -0.0120507 0.00207838 0.0066475 -0.00626977 -0.0533781 0.0124922 0.00183541
internal_weight=156.553 106.482 5.64957 50.0713 6.88017 5.82012 3.50595 43.1911 40.0123 19.8119 19.0127 6.59564 12.417 5.73313 6.6839 4.16589 2.03252 5.66347 2.86878 1.96655 4.49505 100.832 20.2003 18.9899 93.1058 51.9045 16.1692 2.37359 35.7353 13.7956
internal_count=4633 3052 71 1581 140 109 87 1441 1409 511 487 169 318 179 139 130 100 111 112 91 88 2981 898 868 2795 1932 1066 173 866 893
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 0 0 1 3 3 2 2 2 1 2 3 3 1 1 3 1 0 0 4 4 1 4 0 3 2
split_gain=0.303504 1.0127 0.966621 0.854283 0.730953 0.604092 0.942963 0.684342 0.509132 0.474308 0.546103 0.877298 0.985049 0.554036 0.819232 0.539791 1.18266 1.31335 0.762713 0.636339 0.575004 0.488203 0.463912 0.68569 0.66958 0.563415 0.753695 0.497226 0.642579 0.463032
threshold=66.859265246100009 90.321439350550008 91.498984011650009 89.861713010250014 92.464140480550014 91.886121982450007 90.60910437050002 67.606656606400023 -0.16179999999999997 0.25799500000000009 -0.059424999999999999 -0.087660000000000002 -0.088274999999999992 70.816675614150014 -0.068964999999999985 0.083555000000000032 0.076615000000000016 72.04530097975001 87.143681840350013 0.084565000000000015 87.313054702550019 98.51854819030001 87.261973998100004 42.527280425250005 43.157831852650006 64.630533455950015 36.772607578000013 86.904409066750006 0.089965000000000031 -0.079369999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 -4 6 7 -2 -9 10 11 12 15 -13 29 16 17 -7 -18 -17 -20 -19 27 25 -25 -24 -27 -1 -29 -15
right_child=5 2 4 -5 -6 9 -8 8 -10 -11 -12 13 -14 14 -16 19 18 21 20 -21 -22 -23 23 24 -26 26 -28 28 -30 -31
leaf_value=0.0001484387811714003 0.0015486095748356767 0.0013446205397100019 0.001019578030611992 -0.00091818037008195889 -0.0016785030027209687 -0.0016572162579526145 -0.0019398218036842639 0.00057022417324794294 -0.0022140797676798375 -0.0012422332886880621 0.00028139186982695686 -0.0015062045279877431 0.0020707729883394027 -0.00069326970907009902 -0.0022380442539948978 0.001817090501644402 -0.00193965712418447 0.0014661996652194193 0.0019815972857921129 0.00014921962025955465 -0.0012440807793841261 0.00014205234010666686 0.00095018817086574552 -0.00070885111193673899 0.00050622603702772965 0.00091982118620960278 -0.00082260030045347671 -0.0013036730318074605 0.00033116519542579704 0.00032068344007526989
leaf_weight=79.992152841019561 0.78251751884818022 5.1640912452712646 0.72332099732011534 2.7932540704496196 0.82791529968380928 1.1938533437205494 1.487165553262457 0.48052321592695069 0.53209285212506063 1.0354062786429938 32.406804087141609 1.9516536079027007 0.95233824709975934 3.0948918403491912 0.78496404951147258 0.92636671162063322 2.2292000248271511 1.7488418525026643 0.39312009327113617 17.374373811634996 0.46234425816783187 2.7598805838199496 9.7837232612073439 3.2341183945536605 3.7833963898010552 1.9389621652662747 1.879719380289316 2.0945051132002841 1.6545300073921678 3.9307546626650951
leaf_count=1498 9 59 10 35 34 68 70 12 53 51 836 59 12 143 61 16 297 54 8 518 151 244 121 29 27 24 26 26 14 68
internal_value=0.00013458 0.000198249 0.000936897 0.000151958 -0.000420423 3.73e-05 -0.000785155 0.000171421 -0.000892826 7.51911e-05 9.46197e-05 -6.54934e-05 0.000110756 -0.000571736 -0.000338239 4.18467e-05 -0.000357603 0.000171453 -0.00133566 0.000233646 0.000238247 0.000655662 0.000180601 0.000444054 -5.3759e-05 0.000700877 6.21264e-05 0.000115729 -0.000582184 -0.000125977
internal_weight=188.397 113.87 6.71533 107.154 1.55124 74.5271 3.2823 1.79513 1.01262 71.2448 70.2094 37.8026 28.0403 9.76226 7.81061 27.088 8.78724 5.70258 3.08466 18.3007 0.855464 4.50872 104.361 20.6199 7.01751 13.6024 3.81868 83.7412 3.74904 7.02565
internal_count=4633 1903 103 1800 44 2730 144 74 65 2586 2535 1699 1368 331 272 1356 822 366 456 534 159 298 1765 227 56 171 50 1538 40 211
is_linear=0
shrinkage=0.00196078


Tree=947
num_leaves=31
num_cat=0
split_feature=4 0 4 1 2 0 3 4 1 2 2 0 1 4 4 2 1 1 1 1 2 1 0 1 4 4 4 4 1 1
split_gain=0.240908 0.673344 0.390595 0.492985 0.374384 0.370801 0.879838 0.63017 1.00275 0.798263 0.569314 0.519275 0.451057 0.722429 0.420027 0.389383 0.376297 1.42313 1.26935 0.749259 0.353192 0.350668 1.36539 0.430978 0.398253 0.784912 0.411197 0.320326 0.311634 0.290648
threshold=42.154118731400011 103.57284947555002 42.027798546600003 62.907231794400012 -0.18437499999999998 86.208098410950015 0.10876000000000002 43.321682097200004 61.917879202350001 -0.076544999999999988 -0.098419999999999994 85.799452775150016 61.998532946250002 48.109449608500007 42.759119507950011 -0.088039999999999993 62.079186690200011 62.095317438950012 62.132955852800002 62.165217350350012 -0.24023999999999998 64.369753017350021 88.350799540950007 65.509659264600018 41.489621506400006 41.835830569250014 41.600558339100012 45.044778924400006 62.00390986255001 62.245871094250013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 21 -4 20 6 7 8 14 10 -10 12 15 -14 -2 -9 28 -18 -19 -20 -3 22 29 -23 -25 26 -26 -17 -7 -1
right_child=5 4 3 -5 -6 16 -8 11 9 -11 -12 -13 13 -15 -16 27 17 18 19 -21 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00023513706487341592 0.001596717974208979 -0.0019889656676833982 0.00013178693310936509 0.0013195908276482555 -0.0016102411359038399 7.7166675987527659e-05 -0.0021141903233233062 -0.00015073895607126548 0.00012610523815418713 0.00055137282908951 -0.0018575642826402148 0.0010575794538077109 -0.0018714482981566378 0.0014011696422862653 -0.00052428270261664113 0.0018288410129792129 -0.0016593380344536919 0.0015826776834162602 -0.0027044118846756885 4.9343115475965194e-05 0.0016437608071616207 -0.00073388519853277712 0.0016755407120546948 0.00013457122602025272 -0.00037912865024617077 0.00058752534310582336 -0.0019957780998593787 -1.4151218376754043e-05 0.00086717392482422713 -0.00037742700161353759
leaf_weight=54.38684095042845 0.92521265556206056 0.15336240466626805 2.8051250060671 2.5780325685627759 1.2520570559170199 3.5912068057805291 0.91291535226628262 3.4068372918663932 0.68552737805293862 0.93102606368484009 2.9497552609536797 2.1201203521341085 1.0375146829464936 0.34576376900076855 0.58653260851315281 0.86004303618756262 1.8363898340612639 2.1184970717877141 0.38425202667713065 33.34964660857986 0.31270634109569062 2.5931707365671164 2.5222444655373684 47.888994937180541 1.1802691514603791 1.526979526504874 1.2408129395917056 0.62685056711779907 4.1246397718787193 3.1505033137091223
leaf_count=764 30 144 26 32 477 31 40 146 11 37 97 21 105 3 37 37 20 63 4 1291 19 56 46 877 30 33 38 19 32 67
internal_value=0.000116601 0.000166991 0.000184459 0.000700635 -0.0010518 1.58183e-05 -0.000247228 -0.000129483 -0.000610356 -0.0010686 -0.00148349 0.000218585 -6.47941e-05 -0.00105343 0.000773804 0.000214656 0.000104967 2.4201e-05 0.000110433 1.7976e-05 0.000448393 0.00016019 0.000263495 4.61999e-05 8.5224e-05 -0.000513346 -0.00120767 0.00105186 0.000499479 0.000201596
internal_weight=182.384 121.591 119.873 5.38316 1.71813 60.7927 15.3881 14.4752 6.07805 4.56631 3.63528 8.39713 6.27701 1.38328 1.51175 4.89373 45.4046 37.6888 35.8524 33.7339 0.466069 114.49 60.0596 54.4302 51.8371 3.94806 2.42108 1.48689 7.71585 57.5373
internal_count=4633 2609 1969 58 640 2024 583 543 212 145 108 331 310 108 67 202 1441 1378 1358 1295 163 1911 877 1034 978 101 68 56 63 831
is_linear=0
shrinkage=0.00196078


Tree=948
num_leaves=31
num_cat=0
split_feature=2 4 4 1 1 0 4 2 3 4 0 4 0 3 3 4 0 2 1 3 3 2 4 4 3 0 2 4 2 1
split_gain=0.0687782 0.474488 0.548412 0.543343 0.5368 0.702803 0.429981 0.39974 0.393354 0.34458 0.339213 0.25912 0.436921 0.325345 0.450357 0.486015 0.251407 0.638483 0.227823 0.201315 0.364939 0.266427 0.434976 0.38748 0.197575 0.189521 0.211475 0.288112 0.185507 0.628322
threshold=-0.16164499999999998 38.983591653800012 35.771221912400001 78.290589216800015 62.084563606450011 94.354126546200021 43.426369480700011 -0.25105499999999997 0.10487000000000003 35.374259656300005 89.711159354950013 41.559097512700014 97.789976036950009 -0.20885999999999996 0.098950000000000024 47.74983977685001 85.216057360850016 -0.26416999999999996 83.116371560950014 1.0000000180025095e-35 -0.14423499999999997 -0.23353499999999996 48.96897326980001 48.823707093150006 0.093955000000000025 91.625341543800019 -0.22932499999999997 48.109449608500007 -0.15022499999999997 87.143681840350013
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 6 7 -6 9 10 -1 12 -7 -13 15 18 19 -18 -15 20 21 22 23 -3 -20 26 27 -8 29 -2
right_child=28 4 3 -5 5 11 25 -9 -10 -11 -12 13 -14 14 -16 -17 17 -19 24 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.11192989284542332 -0.085514376703315742 -0.054825291467393837 -0.10909997202581721 0.03181716558645168 0.034642938238416361 -0.11104660920724636 -0.074320124518593919 0.095644917011076913 0.10079797107618063 0.073940756866503254 0.010886145851685895 0.060020195557165881 -0.0003802795865401555 -0.10749185647611875 0.065399601423151599 0.020642187329702657 0.0097075848650365702 -0.1098503709528663 -0.10371180019153479 0.053436603087662085 -0.10254211417446496 0.04894376128062268 -0.10754553670784986 0.081052621577456713 0.099608554389378434 -0.071773653616857627 0.10237631030108144 0.047086305018458438 0.00094339499891625512 0.029144504525155903
leaf_weight=0.43034959972101494 0.99433670977305044 0.39173119687620805 1.0883580923473344 0.36551064065952221 2.0802164986962453 0.49130187463015307 0.33808502795363859 2.2212503328919393 0.3752274466169182 0.31365546205779538 0.47103015069887988 1.1410699900152432 1.3027187656975909 0.7215513885603253 0.68013795021943213 0.9455435500422027 1.007061058655381 0.80271401815116394 0.082510073460070998 0.64187614695401851 0.35964652719121959 0.86904451716691289 0.4103721387218684 0.45206522196531296 0.11359082883791416 0.28172724659088988 0.24295252561569225 0.46337787172524258 135.53515225035414 0.92026107928995771
leaf_count=90 153 44 98 61 41 15 82 33 16 7 78 33 100 66 21 51 11 52 40 33 124 11 12 5 5 26 5 10 3157 153
internal_value=0.00128783 0.00691319 -0.0292818 -0.0736726 0.0137822 0.025976 0.0507961 0.066144 0.0113018 -0.0163364 -0.0477504 0.000480016 -0.0306868 0.0156559 -0.00424825 -0.0296724 -0.0136623 -0.0433216 -0.0815162 0.00351571 -0.00938998 0.00638886 -0.0230985 0.0179715 0.0140609 0.00101363 0.0206477 -0.00412716 0.000506757 -0.030403
internal_weight=156.534 19.0847 3.04413 1.45387 16.0405 11.106 5.62761 4.30147 1.59026 1.21504 0.90138 5.47842 1.79402 3.6844 2.54333 1.8632 4.93451 1.80978 0.917652 3.12474 2.48286 2.12321 1.25417 0.843796 0.196101 1.32614 1.04442 0.801463 137.45 1.9146
internal_count=4633 1170 350 159 820 528 197 74 191 175 168 331 115 216 183 162 292 63 111 229 196 72 61 49 45 123 97 92 3463 306
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=0
split_feature=1 0 4 1 1 4 2 0 3 4 4 4 1 2 3 3 4 4 2 0 1 1 4 3 4 2 1 0 0 0
split_gain=0.325916 0.865337 1.31097 0.617859 0.467951 0.36012 0.904113 0.676938 0.956377 0.554803 0.568507 1.03807 0.536057 0.495345 0.449768 1.11794 0.799184 1.47719 0.887574 1.49038 0.565932 0.532134 0.507955 0.472568 0.4557 0.44125 0.388411 0.360852 0.894537 0.549354
threshold=64.369753017350021 88.350799540950007 41.976795488650005 63.910026677050006 62.907231794400012 39.427119987250002 0.13747000000000004 85.121961326250016 0.093325000000000033 40.165165956550005 40.574766824850009 40.722669576350008 62.00390986255001 -0.26416999999999996 0.087795000000000026 0.086555000000000021 42.243697547450004 42.546237522150008 -0.08158 86.420486603250012 62.084563606450011 62.068432857650002 43.564719632750005 1.0000000180025095e-35 48.393869453650005 0.05642500000000001 62.057679025150001 85.662341410450011 85.307464937250003 85.769879735700016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 5 -4 7 9 8 13 12 -11 25 -7 -1 15 16 26 -18 19 21 -20 23 27 24 -19 -12 -13 28 -16 -29
right_child=-2 2 4 -5 -6 6 -8 -9 -10 10 11 14 -14 -15 22 -17 17 18 20 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.00075559657145912121 2.239375985540186e-05 0.0020291546595249199 -0.00024501055186811879 -0.0012695824963920542 0.00094315128272038273 0.00013563270181426472 -0.0015206148071948834 0.00096052114136351843 0.00055663878701746046 0.00068035632628792725 -0.0025278381785263006 0.00093212044139311318 -0.00095891919449047052 -0.0021647838108140305 0.00017006492106709742 0.0014166422447468433 -0.0026321989154503623 -0.0021133384216505541 3.5501921196524516e-05 -0.002434460358954599 0.001634232898392475 -0.0011772734573591531 0.00085653687420321164 0.00054683866460667916 -8.1181258608248837e-05 -0.00014068265537600392 0.00022909811441746826 0.00073434400822259746 -0.0021919955825979234 -0.00010558578287343165
leaf_weight=0.28876933059655152 87.65860462482101 2.3787435488775364 2.9336363896727562 1.1904121958814347 2.2532513421028852 3.5450931533705434 1.2867570139642328 5.4897696040570736 2.7157830139622092 7.9855537508847183 0.79177714744582661 5.9772109446930752 3.3420000765472651 0.98491769792599193 1.5488300371216639 3.26805416191928 0.83724990014161349 0.5115610340617337 1.5486190988249338 1.062860950361938 1.8904877130407838 1.253139997832476 2.4736748132854691 5.2789302445016801 2.4857865234371275 0.47708328068256378 6.1099918112158775 3.4129424453713026 1.0239354602526871 24.379030035343021
leaf_count=15 3020 45 22 30 25 34 34 55 33 77 67 112 26 163 43 38 33 86 81 21 66 23 22 61 67 2 31 28 43 230
internal_value=0.000109409 0.00018667 0.000823887 0.000133786 0.000271142 0.000152354 0.000109782 0.00051384 -0.000100823 0.00013627 0.000186914 0.000125662 -0.000395505 -0.00150268 0.000160993 0.000333598 0.000202293 -0.000102114 4.8856e-05 -0.000232146 0.000914329 1.34881e-05 2.12946e-06 0.000193785 -0.000428012 -0.00163028 0.000576748 -6.74752e-05 -0.000770012 -2.43974e-06
internal_weight=186.384 98.7259 7.56563 91.1602 5.18689 89.9698 80.4906 9.47924 3.98947 79.2038 72.3167 64.3312 6.88709 1.27369 63.0623 30.2239 26.9558 14.8686 14.0314 10.5923 3.43911 9.52942 32.8384 8.27628 2.99735 1.26886 12.0872 30.3647 2.57277 27.792
internal_count=4633 1613 92 1521 47 1491 1225 266 211 1191 1131 1054 60 178 985 619 581 438 405 258 147 237 366 214 153 69 143 344 86 258
is_linear=0
shrinkage=0.00196078


Tree=950
num_leaves=31
num_cat=0
split_feature=4 2 4 2 3 0 4 4 1 3 0 2 2 4 2 3 2 4 3 3 0 2 1 2 4 0 4 4 0 2
split_gain=0.115341 0.0981425 0.0965736 0.47964 0.161707 0.25414 0.106195 0.461906 0.259465 0.248148 0.181025 0.36968 0.267981 0.169238 0.420398 0.188325 0.139942 0.363966 0.114829 0.502165 0.361775 0.362713 0.286502 0.744916 0.594684 1.11601 0.649596 0.32554 0.693351 0.436782
threshold=31.914316944300001 -0.10771499999999999 34.515670600900002 0.15915000000000004 0.09803000000000002 89.711159354950013 37.041406607950009 36.558960102350007 69.873026810350026 0.090465000000000031 93.308316333500017 -0.10040499999999999 -0.14314999999999997 37.572218886150004 0.17437500000000003 0.083070000000000019 -0.043559999999999995 35.119813570500007 0.10487000000000003 0.10602000000000002 85.662341410450011 -0.16164499999999998 61.966271448700006 -0.036264999999999999 41.037275035300006 86.103248543850015 41.600558339100012 41.087689990200012 87.842680954300008 -0.011849999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 5 -2 7 8 10 -9 11 12 -4 14 15 -8 17 -10 -15 -20 -21 -22 -23 24 25 -24 -26 29 -29 -25
right_child=2 -3 6 -5 -6 -7 13 9 16 -11 -12 -13 -14 18 -16 -17 -18 -19 19 20 21 22 23 27 26 -27 -28 28 -30 -31
leaf_value=-0.10454528215898228 -0.05271173755623252 -0.00218519613484845 0.010832351792973392 -0.070313759223017469 0.076803889966673297 0.045287340313018953 -0.038428983701064574 -0.087250534257075157 0.0056097626420610891 -0.020322502707529305 0.054355693303216046 -0.020978934533830512 0.095515773198405166 0.0024828725047642739 0.096430301472126237 0.028525498859782818 -0.00057863180277086868 -0.11064353130423701 -0.07451586848253397 -0.051267128458502842 0.047158416860091874 0.019703731930744581 -0.00081912824638403429 0.083586865873143956 0.046771515415859638 -0.12151154087232155 -0.048282877519424575 -0.069618639792188672 0.018647055284191121 0.0030197641051825843
leaf_weight=0.19029622997334172 0.35752579277323082 0.18447029075571109 0.98402099527083919 0.4775348438288346 0.78059675047916233 1.018387834787063 0.68533517238392905 0.9562251251770707 0.55856584970570133 1.3169415733646017 1.0098489224910734 2.0980399732943611 0.60248076310381271 119.86210285881498 0.65404345653951157 1.085463615075241 1.1771524768719244 0.52004395968674544 1.0035256166593196 1.3936176226125123 1.5953004499533623 4.3269534455612293 1.4058640711009585 1.2127415388822558 1.3605893626809122 1.6836643674541845 1.5245300575625149 1.2119455165229736 3.3497469008507323 1.5116436555881492
leaf_count=129 27 93 57 22 35 62 45 53 19 39 8 32 11 3458 11 37 38 80 21 48 46 23 8 8 10 48 35 27 59 44
internal_value=0.00124939 -0.0541609 0.00138274 0.0203679 0.0404483 0.0198227 0.00105609 -0.00934586 0.00345242 -0.0484763 0.0168461 0.00656555 0.0429912 0.00172296 0.0279178 0.00261275 -0.0244207 -0.0504409 0.00127388 -0.00544119 -0.0020724 0.00150153 -0.0026398 -0.00993046 -0.0361039 -0.0665915 -0.00345631 0.011532 -0.00480328 0.0388837
internal_weight=156.099 0.374767 155.724 2.63405 2.15651 1.37591 153.09 9.22332 6.95015 2.27317 4.69439 3.68454 1.5865 143.867 2.42484 1.7708 2.25576 1.07861 141.442 21.5801 20.5766 19.183 17.5877 13.2607 5.97465 3.08953 2.88512 7.28608 4.56169 2.72439
internal_count=4633 222 4411 146 124 89 4265 337 245 92 108 100 68 3928 93 82 137 99 3835 377 356 308 262 239 101 56 45 138 86 52
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=0
split_feature=1 2 2 1 1 2 1 0 4 3 2 2 1 2 4 1 2 0 4 4 2 3 1 1 2 1 1 0 3 3
split_gain=0.0801334 0.163579 0.150673 0.122748 0.136706 0.07265 0.100131 0.493388 0.462926 0.747221 0.558428 0.307322 0.271146 0.241656 0.204097 0.264875 0.337251 0.26419 0.595942 0.343796 0.237576 0.19338 0.148499 0.397578 0.159818 0.137613 0.442422 0.765628 0.38427 0.608505
threshold=89.89935142405001 -0.088880000000000001 -0.022394999999999998 90.937096262400004 93.155074220050025 0.70681500000000008 80.538140213850014 100.01333091085002 42.320906304050006 0.091705000000000023 -0.081844999999999987 0.11061500000000003 78.473404369650012 -0.50748499999999985 47.309807198350008 81.339300736700025 -0.16262999999999997 104.86330937810001 38.983591653800012 42.388109226950007 0.063030000000000017 0.095830000000000012 87.313054702550019 89.541786492700012 -0.088880000000000001 74.927328095600004 73.007768990450018 96.870523356300012 -0.225495 0.082535000000000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 6 7 25 9 10 12 -11 -9 -10 15 20 21 18 -18 -19 -8 -17 24 -24 -16 26 -1 -28 -27 -30
right_child=1 2 -4 4 -6 -7 14 8 13 11 -12 -13 -14 -15 22 16 17 19 -20 -21 -22 -23 23 -25 -26 28 27 -29 29 -31
leaf_value=0.0014034644738564841 -0.10109492369826817 0.092340959160548519 -0.10152167268816147 -0.10803820118999541 0.03334464469524747 0.031647133617475266 0.040179928481732706 0.012988245316248018 -0.011178586783093419 -0.098436185423967093 0.071129663462976583 0.0016804543844109359 -0.089311309881807299 -0.10618653272810173 0.028032691736959315 0.052788434696177236 0.0097794252990475831 -0.102096199597825 -0.10472208754947437 0.032112262400661583 -0.00087334375369237506 -0.047774875984317997 -0.1040612535057107 0.064482669984889926 0.10374473610097251 0.072266835107452396 -4.1417138000988126e-05 -0.11207934565198774 -0.033186292427104823 0.019193813447181955
leaf_weight=121.35836940411309 0.23221210371588086 0.16698203020496294 0.12137742929098649 0.10307937485868024 0.20322190121771655 0.78461308901751081 2.6891116424230841 0.64203990516398357 0.36777382390573621 1.0100342813530003 1.1888129703002044 0.44024891222943541 0.43438924449947081 0.98404568189289399 0.59729274579149205 0.90758918284518475 0.79688947915565345 0.23929881595358871 1.0580899708620561 0.94317014759872109 2.9626640573842451 0.24226107726281043 0.22308342938777048 0.37560140853747725 0.52285990118980297 0.95848388946615237 1.7192437652047368 0.94531192668364372 2.9285175842760482 9.1392312259413284
leaf_count=2625 293 7 163 75 74 50 52 24 19 56 37 13 32 105 37 84 50 121 124 42 27 25 56 14 6 34 57 51 107 173
internal_value=0.00112913 -0.0299185 -0.00212442 0.0233668 -0.0142348 0.00129534 0.00114038 0.000412429 -0.0302298 -0.0119986 0.023884 -0.0680447 -0.0282944 -0.0803388 0.0100913 0.00453708 -0.0145249 -0.0319862 -0.0555328 0.0049522 0.0186598 0.0316008 0.0418848 0.00167942 0.0633732 0.00154541 0.000518461 -0.0397894 0.011323 0.00648257
internal_weight=155.286 0.826873 0.594661 0.473283 0.306301 154.459 153.674 142.117 5.06734 3.71553 2.26524 1.45028 1.07643 1.35182 11.5579 9.83907 4.1873 3.03745 1.85498 1.18247 5.65178 1.14985 1.71884 0.598685 1.12015 137.049 124.023 2.66456 13.0262 12.0677
internal_count=4633 612 319 156 149 4021 3971 3333 286 162 93 69 56 124 638 525 446 337 174 163 79 109 113 70 43 3047 2733 108 314 280
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=0
split_feature=4 0 4 1 1 0 4 0 0 2 3 1 2 1 1 4 3 1 0 1 0 0 4 4 4 2 4 3 1 4
split_gain=0.0742147 0.250474 0.24281 0.366252 0.267622 0.685514 0.761989 0.447419 0.395881 0.456048 0.393884 0.324487 0.315158 0.254502 0.727505 1.71135 0.932175 0.435479 0.563967 0.447733 0.276569 0.359237 0.279147 0.621408 0.376514 0.50795 0.343767 0.410798 0.294788 0.243825
threshold=42.154118731400011 103.57284947555002 42.027798546600003 62.907231794400012 58.309968391300011 85.121961326250016 38.171717059500004 85.799452775150016 85.705356740550016 -0.07490999999999999 0.093325000000000033 57.027573863050009 -0.016679999999999997 61.987779113750001 61.923256118600001 40.250747516500006 0.095830000000000012 62.041548276350007 85.968825637350008 62.068432857650002 86.208098410950015 86.345209775600011 41.243661560350013 40.806664626150003 41.835830569250014 -0.093604999999999994 41.559097512700014 0.086555000000000021 64.630533455950015 40.621691032550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 11 6 10 8 9 -7 -6 -1 -8 14 16 -16 -9 18 -15 -19 -21 -22 23 29 26 -26 -24 -28 -25 -23
right_child=-2 -3 3 -5 5 7 12 13 -10 -11 -12 -13 -14 17 15 -17 -18 19 -20 20 21 22 24 28 25 -27 27 -29 -30 -31
leaf_value=-0.019849153840642435 -0.0021458311441943444 -0.044764148979458684 0.00056259899312340999 0.058065939960154328 -0.1046741994502402 -0.035151308683982321 -0.11491096246548448 -0.036706036382586252 0.04515059515311081 0.029707852440076468 0.016404628514351528 0.07442937226624495 0.010507766168438818 -0.0024063660948939066 0.028280992703268087 -0.10507518719309117 0.048392965974540875 -0.032803656038072969 0.051065873697040146 0.03367725471550765 -0.063627448853123894 0.0028836736564741756 -0.0083790728205941703 0.073918806616038668 0.048417140833810643 -0.022414243967077526 -0.014607440264570434 -0.087994249829531052 0.022407121831648599 -0.027084179693555289
leaf_weight=0.55412409498239767 50.211629086264111 1.1077464846154601 2.5277226108009918 1.9715441633015869 0.31717997377972995 1.8349393052048979 1.2823892506130503 2.3700834321789426 4.5000517331063747 2.6493552445899677 1.75700854556635 1.0699974492308681 0.23745548524311733 3.8685169182717791 1.6921620834618809 2.2310927440412343 2.8172985836863518 3.911959968507289 4.0241914186626673 2.650100700557231 0.85654698684811492 39.166830070713331 5.0570365687599388 1.4996753148734558 2.022724614944309 2.0270441700704387 1.5432289402815516 1.5082427230663595 4.2861256258329377 2.9171973657212211
leaf_count=105 2024 640 26 32 111 47 123 36 26 32 28 34 13 21 14 38 18 39 47 37 9 823 87 19 16 30 22 36 64 36
internal_value=0.00101264 0.00253377 0.0030417 0.0257601 0.00200558 0.00133172 -0.0415252 0.00298025 0.0241961 0.00316798 -0.00211046 0.0422631 -0.095316 0.00072317 -0.0150632 -0.0475565 0.00951175 0.00263218 0.0248571 3.13926e-05 0.00205311 0.00067662 0.00159418 0.0050309 -0.0119369 0.0129637 -0.0243735 -0.0508801 0.0357589 0.00080635
internal_weight=154.471 104.26 103.152 4.49927 98.6526 97.0284 3.59403 93.4344 8.98435 4.48429 2.07419 1.62412 1.51984 84.4501 9.11064 3.92325 5.18738 75.3394 7.89271 67.4467 63.5348 60.8847 60.0281 47.8698 12.1583 4.04977 8.10851 3.05147 5.7858 42.084
internal_count=4633 2609 1969 58 1911 1772 275 1497 105 79 139 139 136 1392 106 52 54 1286 68 1218 1179 1142 1133 942 191 46 145 58 83 859
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=0
split_feature=4 0 3 3 2 2 3 3 3 0 0 2 2 4 3 1 1 3 3 4 2 3 2 3 2 2 4 4 4 4
split_gain=0.19952 0.462396 0.326823 0.954598 0.311674 0.357862 0.262868 0.718348 0.695598 1.79586 0.691163 0.715713 0.632896 0.842118 0.678624 0.600142 0.531647 0.576402 0.867212 0.917203 0.482036 1.06834 0.706342 0.586771 0.81796 0.758623 0.452079 0.581506 0.793378 0.747387
threshold=42.154118731400011 103.57284947555002 -0.25420999999999999 -0.55393499999999996 -0.18437499999999998 -0.24023999999999998 0.083395000000000011 0.08326500000000002 0.083905000000000021 95.988709089550014 86.345209775600011 -0.101255 -0.08158 42.546237522150008 0.070640000000000022 62.425997789000007 62.116825104000007 0.08759500000000002 0.08846500000000003 43.735142172100005 -0.083004999999999982 0.086955000000000018 -0.087660000000000002 0.095235000000000028 -0.11334499999999999 -0.59614999999999996 42.620627117000005 43.219899330700009 43.521589032450009 43.968221017800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 -3 7 12 9 -8 11 -10 13 -4 -14 -16 17 -13 -19 -20 22 -22 23 24 -12 -25 -15 -28 -29 -30
right_child=2 4 6 -5 -6 -7 8 -9 10 -11 20 16 14 26 15 -17 -18 18 19 -21 21 -23 -24 25 -26 -27 27 28 29 -31
leaf_value=0.00016720238400013763 0.00072507073740416309 -0.0019881190148050088 -0.0020014102205574858 -0.0018718690314805714 -0.001496568818327818 0.0016955597779153089 -0.0027790089887551176 0.0018049992569971222 0.00061241032105338871 0.0019555907436031926 0.00095827246984025354 -0.0016289263927836048 -0.00036093415509903966 0.0018155275566725082 0.0015954443165421761 0.00040779391283707784 -0.0022017943964039114 0.001104613658435545 -0.001356570884396547 0.0013662503078284911 -0.0021811998557041564 3.4594420494877688e-05 0.0010220192517452771 0.00059755840642767807 -0.00030758858657773373 -0.0023208480006235831 -0.0013180704792693264 0.0018157235248472329 -0.0018173616580404411 6.9420989805743806e-05
leaf_weight=115.84862946741578 0.97385795223817728 0.15351753398022083 0.88698523258063033 1.2334638928987249 1.0709609641621671 0.29863123621908005 1.0438080913154397 1.0266215730225656 1.7748986370861528 0.43694681314809702 3.7376972535676023 1.4725659096147845 2.5993857806024625 0.49377840850502153 2.4567832192406058 4.8953172101901146 0.88761224855261378 1.3339381043333558 2.3362896340549928 0.59724320145323861 0.91573017870541917 9.6796455403018609 4.6472939570521694 0.59461219422519207 4.1322599176492067 0.80750140609597998 1.3336173682619108 0.90085144908516568 0.89263502176618104 8.4297688642545818
leaf_count=1969 37 144 34 95 477 19 75 10 33 8 67 32 115 6 79 85 34 11 86 9 61 247 36 12 90 44 61 22 82 553
internal_value=0.000105937 0.000153091 1.44897e-05 -0.000726114 -0.000920243 0.000444845 4.25234e-05 0.000200407 -6.72478e-05 -0.00138191 -8.10907e-06 -0.000493416 0.000128438 -0.000157517 0.0005002 0.00080466 -0.000789558 -0.000571176 -0.000206181 -0.000802227 0.000158232 -0.000156911 0.000398118 8.54096e-05 0.00029361 -0.0010832 -2.17975e-05 -0.000100299 5.85586e-05 -0.000111241
internal_weight=177.893 117.372 60.5211 2.20732 1.52311 0.452149 58.3138 23.9157 34.398 1.48075 32.9173 8.40255 22.8891 12.9376 9.95149 7.3521 6.62765 5.74004 4.26747 2.93353 24.5147 10.5954 13.9194 9.27207 7.86996 1.40211 12.0507 11.5569 10.2233 9.3224
internal_count=4633 2609 2024 132 640 163 1892 1047 845 83 762 205 1037 758 279 164 172 138 106 95 557 308 249 213 157 56 724 718 657 635
is_linear=0
shrinkage=0.00196078


Tree=954
num_leaves=31
num_cat=0
split_feature=0 0 2 3 0 0 1 3 0 2 0 3 3 1 0 3 3 2 3 2 3 3 2 2 3 2 3 2 4 3
split_gain=0.2978 0.542802 0.760082 0.529361 0.461672 0.45514 0.438782 0.804231 0.701771 0.337974 0.459321 0.487518 0.432868 0.292302 0.285111 0.633116 1.40492 1.10962 1.70296 1.42834 0.77969 1.58146 0.660422 0.612658 0.54283 0.571508 0.525437 0.477268 0.420862 0.392412
threshold=93.972365491700018 94.625660817400004 -0.14907499999999999 0.4149000000000001 94.109476856350014 94.300357383600002 70.182199495350019 -0.16179999999999997 93.843319501450011 -0.051199999999999996 95.050437202000012 -0.22831499999999999 0.12001500000000002 69.633754036750005 86.681267041950008 0.080960000000000018 0.083905000000000021 -0.083834999999999993 0.096915000000000015 -0.088274999999999992 0.09117500000000002 0.08919500000000001 -0.022394999999999998 -0.122095 0.085855000000000029 -0.16164499999999998 -1.0000000180025095e-35 0.0041150000000000015 37.892416320650007 0.087795000000000026
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 5 9 -4 -2 8 -8 14 12 -11 -12 13 -3 29 23 -17 19 20 24 21 22 -19 -16 -18 -26 -25 -24 -27 -1
right_child=1 3 4 -5 -6 -7 7 -9 -10 10 11 -13 -14 -15 15 16 17 18 -20 -21 -22 -23 27 26 25 28 -28 -29 -30 -31
leaf_value=0.00024224365633575371 0.0013195861471013033 -0.0021849221545061537 -0.00043265623447457855 -0.0020650099402604264 -0.0020842462245709873 -0.0012917899341416577 0.00091395881610629483 -0.0022817858709818298 0.0014217745285543737 0.0017087546612022115 -0.0017196866534704685 0.00023128741655261399 0.0010096680570947389 -0.00010212354665750308 -9.6487175481753233e-05 -0.0010743076669101376 0.0013540721032561291 -0.0022235965661138567 0.00039535809218605524 0.0018652847026342824 -0.0020653715814457877 0.00084367184187351453 0.00053733189046049792 0.00050055469444867083 0.00096455399044000339 0.00074568220788328644 0.0014281009950188447 -0.0015872237865731224 -0.00018549358091411619 -6.2897206245617215e-05
leaf_weight=29.038699149281456 0.87121615128126018 0.26132045919075864 1.2166507258079939 0.45386458231155202 1.3988939190894596 0.36373987286060583 0.50856364128412679 0.74814492432778823 1.714010715309995 0.79020457138540834 0.50358629378025099 22.234710811623241 1.362603408662834 29.924055983488643 3.2188521258358369 3.337092346046119 1.8573709763586546 1.6431308062747101 10.541329682804642 2.844970621168609 1.5819901349022982 2.0690965673420578 0.86380505422131049 5.5688942065462461 3.1391588782425961 2.3815960325300685 4.0598441176116458 0.76792250291327946 8.6215346893295628 36.657830846859724
leaf_count=922 42 15 17 38 94 26 14 88 24 10 76 605 33 1480 59 36 17 34 104 16 43 19 8 61 50 28 112 36 57 469
internal_value=0.000108301 -5.45245e-06 -0.000717377 4.39128e-05 -0.00131599 0.00055044 0.00016405 -0.000988535 0.00017613 6.12916e-05 0.000239151 0.000188079 -7.1356e-05 -0.000120155 0.000158065 0.000265798 0.000143223 0.000255115 -0.000100905 0.000585114 -0.00085622 -0.000498271 -0.00134613 0.000644076 0.000357481 0.000226594 0.000891644 -0.000462525 1.60567e-05 7.19789e-05
internal_weight=180.545 59.3808 3.8505 55.5303 2.61554 1.23496 121.164 1.25671 119.907 55.0765 23.5285 22.7383 31.548 30.1854 118.193 52.4966 39.649 36.3119 17.4673 18.8446 6.92595 5.34395 3.27486 12.8476 15.9997 14.1423 9.62874 1.63173 11.0031 65.6965
internal_count=4633 2436 179 2257 111 68 2197 102 2095 2219 691 681 1528 1495 2071 680 448 412 244 168 140 97 78 232 152 135 173 44 85 1391
is_linear=0
shrinkage=0.00196078


Tree=955
num_leaves=31
num_cat=0
split_feature=4 2 4 2 1 4 3 4 4 2 3 1 0 0 0 4 0 2 4 2 3 2 4 3 3 1 2 3 0 0
split_gain=0.0971441 0.096172 0.0902031 0.406058 0.159045 0.242722 0.390942 0.0905207 0.388397 0.254391 0.273672 0.220551 0.156836 0.30028 0.436123 0.303385 0.174704 0.170882 0.141024 0.38347 0.151965 0.121825 0.340937 0.114546 0.459123 0.742439 0.859636 0.307017 0.272833 0.807628
threshold=31.914316944300001 -0.10771499999999999 34.515670600900002 0.15915000000000004 61.740440965750004 33.361153777850006 0.08729000000000002 37.041406607950009 36.558960102350007 -0.08158 0.10176000000000003 69.873026810350026 93.308316333500017 89.861713010250014 89.576736448400013 35.374259656300005 88.350799540950007 -0.14815999999999999 37.572218886150004 0.17437500000000003 0.083070000000000019 -0.043559999999999995 35.119813570500007 0.088145000000000015 0.088890000000000011 75.499969677400017 -0.097799999999999984 0.088075000000000028 85.662341410450011 85.307464937250003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 -2 -6 -7 8 11 10 -10 12 13 14 15 -4 17 -17 19 20 -9 22 -13 27 25 26 -25 -20 29 -26
right_child=2 -3 7 -5 5 6 -8 18 9 -11 -12 21 -14 -15 -16 16 -18 -19 23 -21 -22 -23 -24 24 28 -27 -28 -29 -30 -31
leaf_value=-0.1041869183914631 0.095114204339584063 -0.0003056963201409012 -0.047956088753631748 -0.065023111522159019 0.068999481163792106 -0.1057673588503884 0.033802160430051381 -0.034812609019817663 -0.038469702519048826 -0.012087472114375825 -0.14065686243691403 0.0053775258272199724 0.051251656814700834 -0.031936913401026681 0.10354205612014333 0.065131820855678244 0.067196129131780302 -0.074655927491089777 0.0029875588433841208 0.094676787531959128 0.02567912343081238 -0.00089960641109348982 -0.10971816652219327 0.012871123245969857 -0.0026814150650049111 0.029357736552672764 -0.11754590844088467 0.049119257953320977 0.0019540611013253921 -0.10098233490067086
leaf_weight=0.17418161840976154 0.40285271138418455 0.18249145465875827 0.70137639637687144 0.46113458658510342 0.72083751856507639 0.28590475941746263 0.67336759257523227 0.68059782652562661 0.65227217804226734 1.1483673681068465 0.4381171250679472 0.55591781950442987 0.97015373781323422 1.3261115089990196 0.57160424068570126 0.14582220849115413 0.67657193541526794 0.21846189023926821 68.888285894993714 0.60157803818583477 1.0653534575767478 1.1795103468339219 0.47923652959207175 0.78165901405736837 4.3659832371049552 1.0907868211725142 1.4300994386430823 1.473515263875014 60.922468928793933 1.0336643486516548
leaf_count=129 17 93 16 22 41 32 34 45 37 37 18 19 8 17 7 30 10 20 2456 11 37 38 80 11 117 82 42 12 1068 47
internal_value=0.00109174 -0.0510362 0.00121252 0.019886 0.0386835 0.0251527 -0.00779561 0.000898726 -0.0087912 -0.0449347 -0.0795284 0.00306509 0.0155248 0.00600259 0.0277466 0.00287903 0.0371341 -0.0186992 0.00151576 0.0258227 0.00209854 -0.0228714 -0.0479073 0.00110814 -0.00176749 -0.038158 -0.0714551 0.00395365 4.45911e-05 -0.0214993
internal_weight=154.298 0.356673 153.942 2.5441 2.08296 1.68011 0.959272 151.398 9.06352 2.23876 1.09039 6.82477 4.6101 3.63995 2.31384 1.74223 1.04086 0.364284 142.334 2.34753 1.74595 2.21466 1.03515 139.986 69.6247 3.30255 2.21176 70.3618 66.3221 5.39965
internal_count=4633 222 4411 146 124 107 66 4265 337 92 55 245 108 100 83 76 60 50 3928 93 82 137 99 3835 1367 135 53 2468 1232 164
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=0
split_feature=1 4 3 3 0 2 2 2 2 2 4 2 2 0 1 1 0 1 0 4 0 3 4 2 3 3 4 0 1 4
split_gain=0.298903 0.230827 0.378836 0.841675 0.374878 0.382174 0.325445 0.31556 0.843616 0.892823 1.52729 0.786087 0.665964 1.0728 0.46701 0.967692 0.650787 0.677687 0.631213 1.22982 0.502695 0.427769 0.39795 0.433052 0.557202 1.04126 1.33261 0.525331 0.779177 0.490417
threshold=90.937096262400004 42.154118731400011 -0.25420999999999999 -0.55393499999999996 103.57284947555002 -0.18437499999999998 -0.24023999999999998 -0.064729999999999996 -0.085550000000000001 -0.081844999999999987 41.808689985400001 -0.053874999999999999 -0.043559999999999995 96.631250582750013 61.076391807500009 61.821094709650005 85.866664228400012 63.910026677050006 92.168410086200012 38.238138001450004 87.261973998100004 0.085520000000000027 39.788107623550012 -0.51760499999999998 0.091885000000000022 0.096915000000000015 36.558960102350007 91.437149474700007 66.235542959850008 39.525197829750006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 7 6 -6 8 22 10 -10 -9 13 -13 -14 -16 21 20 19 -19 -18 -17 23 -1 27 -26 -27 28 29 -25
right_child=-2 2 -4 -5 5 -7 -8 11 9 -11 -12 12 14 -15 15 16 17 18 -20 -21 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-0.00098869069219950515 -0.0010626754116949888 0.00057605978133258118 4.0300470266914647e-05 -0.0018516043879786674 -0.0019916722151257296 -0.001484578342284643 0.0017573335948829899 0.0009248960926492814 -0.002451712446598019 -8.5112853409770444e-05 0.00040696018589637787 -0.001341401985660323 -0.0010482177600413976 0.00041209001020518684 0.0020706595009086725 0.00031062651238498805 0.00047199869947329244 0.00045642235787833304 0.00027308316519055679 -0.0018644259252521863 0.0013892357632267604 -0.0013472215313372273 0.00034223023772413975 -8.7674230494408419e-05 0.001404130185989868 0.00089296682276944646 -0.00141814024506911 -0.0011186299557745408 0.0017096856337797475 -0.0022924655584292087
leaf_weight=1.6450401408801507 0.8417980601010403 0.98052813161848495 58.729944911705388 1.2478073119127646 0.12395821667632845 1.0238380922296517 0.31588207243476052 6.4867704848293206 1.7208047227104573 16.046058979045483 1.2336834520101545 2.6491255927830926 0.98700175108387966 2.7175193512812257 1.1736520677804936 0.980979476240463 8.9759439658373577 1.8723779022693663 18.653284836531384 1.6526222713873719 3.0873625474050632 1.5342568457708692 32.942783962062094 4.0397582454070307 2.7749108302668901 2.0846108443802227 1.7768340171314774 2.1207823915465269 0.89000032359035675 0.42907066922634829
leaf_count=77 554 37 1646 91 78 249 9 75 39 218 10 30 77 14 11 18 66 19 299 58 55 38 418 211 36 37 41 102 11 9
internal_value=0.000103014 0.000108439 1.01913e-05 -0.000783366 0.000158372 -0.000827874 0.000700768 0.000170557 8.29261e-05 -0.000267497 -0.00125804 0.000287415 0.000194036 -0.000453483 0.000283327 0.000317976 0.000262012 0.000332724 0.000129284 -0.000631659 0.000706747 -0.000700636 0.000219635 -3.66077e-05 7.43458e-05 0.000487922 -0.000170483 -0.000292604 3.43001e-05 -0.000299365
internal_weight=181.739 180.897 60.9583 2.22834 119.939 1.46368 0.43984 118.475 67.7043 19.0005 2.95449 50.7709 44.2841 5.36664 38.9175 37.9305 36.7568 34.2416 22.1783 3.525 12.0633 2.51524 48.7038 15.761 14.116 6.63636 3.86144 7.47961 5.35883 4.46883
internal_count=4633 4079 1774 128 2305 336 87 1969 1209 267 49 760 685 44 641 564 553 497 376 77 121 56 942 524 447 114 78 333 231 220
is_linear=0
shrinkage=0.00196078


Tree=957
num_leaves=31
num_cat=0
split_feature=4 0 2 2 0 0 2 2 0 2 1 1 4 1 2 2 0 2 2 1 2 2 4 4 4 4 0 0 0 1
split_gain=0.167734 0.392181 0.336484 0.363766 0.324068 0.859921 0.646097 0.638921 0.594369 0.558733 0.613263 0.860309 0.519514 0.465238 0.653638 0.435994 0.442417 0.384186 0.378314 0.340994 0.560297 0.416637 0.302912 0.406126 0.526335 0.695486 0.674019 0.842143 0.58954 0.640189
threshold=42.081757894750005 103.57284947555002 -0.18437499999999998 -0.24023999999999998 86.393602021950016 86.904409066750006 -0.075639999999999999 -0.011849999999999999 87.525442894850016 -0.080869999999999997 64.730006406800015 62.111448187750007 42.498713093000006 62.186725015400008 -0.11534 -0.0025899999999999999 67.058211147750015 -0.082654999999999992 -0.083834999999999993 62.025417527550012 -0.089569999999999997 -0.102645 42.283941020600004 42.527280425250005 43.157831852650006 42.686561923500008 90.490812212800009 93.047535894850014 91.625341543800019 68.327163385350005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 6 -6 9 -8 -7 10 11 12 -2 -13 -15 -9 -17 18 19 20 21 -14 -10 -24 25 -25 -27 -28 -26 -30
right_child=4 2 -4 -5 5 8 7 15 22 -11 -12 13 17 14 -16 16 -18 -19 -20 -21 -22 -23 23 24 28 26 27 -29 29 -31
leaf_value=0.00015014046311176481 -0.0014292636901450694 -0.0019905007425429088 -0.0014860957945079393 0.0017489272076109399 0.00070796708958468959 -0.00096383852345712482 -0.0021920270126024859 0.0015195995473866767 -0.00095194610346364321 0.0015036149669665625 0.001212326499803893 -0.0024273419455774874 6.9390259094621434e-05 0.0012207478526959469 -0.0022138684210225366 0.0018702635101527961 -0.002036759651941548 -0.0010413132733361201 0.0011843807127912662 -0.00084566126561593674 0.00081931854458874636 -0.0012578660004269652 0.00057943747427001316 1.2892348044409661e-05 0.00072906523488219452 -0.0025297451221175404 0.0018105376632339635 -0.0012185587965846739 -0.002079741314581985 3.8250226710445299e-05
leaf_weight=112.81829941593605 1.0191856664605499 0.1479902258686252 1.0283242586026506 0.30853234669302754 7.5150948916561893 2.4025393642295958 1.1698141145170668 0.40238203294575214 1.1290025777707331 0.82354462239891546 1.1764160773600441 0.99008323671296128 4.1314846354507608 0.43756035482510924 0.41514776833355427 0.14626242453232297 0.46788390684378101 1.1706157403532369 1.1900047743692983 1.5039413305930782 3.1715500915888715 1.165907062939368 5.2604768698875004 4.9390102016841437 5.1303003622961141 0.96877985447645221 0.45418253081152249 1.5819831315202462 0.57276425830786948 13.04858198979491
leaf_count=1941 26 143 472 19 103 33 66 5 52 9 23 23 162 61 10 4 117 32 6 36 22 18 89 69 86 14 10 84 44 854
internal_value=9.23321e-05 0.000136964 -0.000864172 0.000536723 1.05556e-05 0.000105432 -0.000199949 -0.00120394 -2.21648e-05 -7.22946e-05 -0.000151567 -0.000257157 -8.38355e-05 -0.00151303 -0.000451423 -6.68533e-05 -0.00110628 2.73447e-05 0.000139411 1.47214e-05 0.000167511 -0.000222727 4.62168e-05 8.14817e-05 -1.66425e-05 -0.000439644 -0.00118345 -0.000542895 0.000162558 -5.08092e-05
internal_weight=176.688 114.303 1.48485 0.456523 62.3845 43.0027 19.3818 2.18634 35.4876 17.1954 16.3719 15.1955 13.3527 1.84279 0.852708 1.01653 0.614146 12.3335 11.1629 9.97288 8.46894 5.29739 33.0851 31.9561 26.6956 7.94396 3.00495 2.03617 18.7516 13.6213
internal_count=4633 2575 634 162 2058 1438 620 192 1335 428 419 396 302 94 71 126 121 276 244 238 202 180 1302 1250 1161 177 108 94 984 898
is_linear=0
shrinkage=0.00196078


Tree=958
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 3 0 0 1 0 0 4 0 2 1 1 0 0 2 3 4 0 2 4 1 3 1 2 1 3
split_gain=0.449351 1.161 0.951311 0.805286 0.744961 0.670539 0.597502 1.06367 0.621599 0.471672 0.462214 0.678869 0.451432 0.430819 0.39682 0.47757 0.457517 0.495219 0.452213 0.477934 0.451493 0.735043 0.611042 1.17899 1.16982 0.846218 0.442884 0.43529 0.477286 0.404238
threshold=66.859265246100009 90.321439350550008 91.498984011650009 89.861713010250014 92.464140480550014 0.4149000000000001 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 87.261973998100004 42.670715716450012 86.904409066750006 -0.083330000000000001 67.606656606400023 69.999384342500022 96.631250582750013 97.886760529650019 -0.10040499999999999 0.08759500000000002 38.751720283100006 94.165934477050016 -0.079369999999999996 43.61821939175001 71.504920895500007 0.099465000000000012 78.196493182200015 -0.087660000000000002 77.621163142300006 0.11296500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 7 8 -2 -10 12 -12 -1 -14 -8 18 20 -18 -16 -20 -17 -22 23 25 -25 -23 27 -19 29 -29
right_child=5 2 4 -5 -6 -7 14 -9 9 -11 11 -13 13 -15 15 16 17 26 19 -21 21 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00015721870879745539 0.0019067677305627964 0.001401283163793508 0.0010744125579497824 -0.00090678972910896132 -0.0017034518163890897 -0.0020788298385705705 -0.0013775298271774712 -0.0017978662123275934 -0.0022571781806496349 0.00073643202439633616 0.00067706374975482191 -0.00015268694643597936 0.00010330880439505371 -0.0012833690123077775 0.0012184379858766192 -0.00081252710421275036 0.00038616640974487883 -7.0442134817602233e-05 0.00079968283268902127 -0.00048548295764698843 0.00081858048268892622 -0.0021433707879084281 0.00024065574133399744 -0.0021507439327693987 0.001107040411821722 0.00082500066180189757 0.00011123537383972273 -0.0021490950778342848 0.00050327121609146472 -0.00036846103432242971
leaf_weight=75.86417921586326 0.63894868642091684 5.2133511602878562 0.71067451965063788 2.6303680907003573 0.77695323445368558 0.58213575611796287 0.71806868026032944 1.7940996253164483 0.38373690113803605 0.42809879800188355 14.575894822366537 5.1235248055309048 1.779056807397865 1.669984284788369 2.6104981246753596 4.130703514776541 17.887204376165755 4.2818486961987219 2.3490057620219877 2.1135191507637501 2.7953830524056675 2.2728730465751128 3.9450834219169337 0.57103315833956036 1.643269660300575 0.44085595622891549 20.829289230371614 1.3563153284194447 0.57859761739382509 0.7675690846517681
leaf_count=1498 7 59 10 35 34 44 16 75 37 24 184 43 14 26 52 109 172 131 30 34 81 110 76 92 75 10 1430 95 10 20
internal_value=0.000135957 0.000216114 0.00100663 0.000163997 -0.000376401 1.71834e-05 3.40049e-05 -0.000788355 0.000460048 -0.000678582 0.000192444 0.000461258 0.000125677 -0.000568104 7.25158e-05 8.77001e-05 3.22073e-05 0.000131645 0.000570211 0.000191009 -0.000255427 -5.82106e-05 -0.000334435 -0.000794817 0.00026691 -0.00166115 -3.204e-05 -0.000459328 -0.00107548 -0.00150558
internal_weight=181.462 108.344 6.70098 101.643 1.48763 73.1181 72.536 3.24488 1.45078 0.811836 99.0126 19.6994 79.3132 3.44904 69.2911 68.573 61.5 45.7008 7.07302 4.46252 15.7992 11.6685 8.87312 4.92803 2.2143 2.71373 27.8136 6.98433 2.70248 2.12388
internal_count=4633 1903 103 1800 44 2730 2686 143 68 61 1765 227 1538 40 2543 2527 2411 1858 116 64 553 444 363 287 167 120 1686 256 125 115
is_linear=0
shrinkage=0.00196078


Tree=959
num_leaves=31
num_cat=0
split_feature=1 3 0 2 2 1 4 3 0 1 3 0 4 3 4 0 4 4 3 2 3 2 0 1 0 4 4 0 1 2
split_gain=0.236517 0.703014 0.373473 0.552142 0.536096 1.16973 0.529654 0.858843 1.05842 0.820174 0.598774 0.790751 0.49193 0.43171 0.403096 0.4006 0.395408 0.45444 0.487126 0.959398 0.8437 0.734596 0.790508 0.846397 0.643625 0.476973 0.441817 0.503724 0.398283 0.353477
threshold=69.873026810350026 0.4149000000000001 96.324766355850002 0.05642500000000001 -0.060989999999999996 70.940344688150006 43.61821939175001 0.090465000000000031 93.72771580185001 71.504920895500007 0.092895000000000019 95.217121606100008 44.701063782750005 -0.25843999999999995 37.500638522700008 95.44832900530001 42.580420142950011 41.835830569250014 0.094595000000000026 0.20852500000000004 0.10821500000000002 0.15915000000000004 96.978061681550017 80.677940036650014 99.524031531050014 36.165040341950011 42.844429421150004 96.741477366050006 83.602982482550019 0.70681500000000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -2 -8 -9 -12 -11 -4 -5 -14 17 18 19 -15 21 22 -20 -24 -22 -26 -18 -28 -25 -21
right_child=1 -3 13 14 5 -7 9 10 -10 12 11 -13 15 16 -16 -17 26 -19 20 29 24 -23 23 28 25 -27 27 -29 -30 -31
leaf_value=0.0001508372790529898 0.00070313856904062491 -0.0020942796112890477 -0.0014516308654605118 5.0164107167264235e-05 0.0011798287536878087 -0.00094889384799714486 -0.0020663743056231441 0.00065974106559563031 -0.0021199815251380593 0.0020696823168333094 -0.0021260676258160064 0.00028536806898277233 -0.0019977409381103026 0.00038918989537901373 -0.0020968329001159573 0.00089541132516992867 -0.0011610834076043513 0.00066858996769871763 0.00053485712485489153 -0.0020969424293088052 0.0016333631295845834 0.00032487540476520244 -0.0023094164563917667 0.0010697993437905748 0.0008281941179871065 -0.0013178493577162358 -0.0023526091811496464 5.0813432617702237e-05 -0.0020451501650229392 0.00066653689469490553
leaf_weight=121.34121129312189 0.66297478081832961 0.60858553199534426 0.67213168639136611 0.50737207615747937 2.870049540535546 1.5170167855103498 0.39984935375105157 2.098044868092984 2.2210765830241144 0.88754779007285811 0.9655042296071773 1.140257792198099 0.26857303043288994 18.814771536144697 0.99658265478501562 0.58435907680541277 1.5454409885714984 7.3166559366327411 0.77411426045000409 0.84788144619596895 1.2558353343047204 1.717928241998379 2.1799222536792517 0.51471651910105709 0.79704922405562662 0.79565923033987929 0.34748593170661379 9.5353008113961533 0.22759835529632255 0.22522484861838166
leaf_count=2099 9 44 102 11 55 33 103 21 120 9 55 24 90 558 77 11 40 148 6 94 31 29 69 12 17 50 10 620 73 13
internal_value=0.000100152 2.9846e-06 2.33455e-05 -0.000245104 -0.000120568 0.000443731 -0.000388835 -0.000646972 -0.00147101 0.000466006 -8.16326e-05 -0.000820289 0.00104778 0.000108671 -0.00137252 -1.55905e-05 0.000131034 0.000233237 0.000120084 0.000286339 -0.000280078 -0.000734544 -0.00122692 -0.00169363 0.000583733 -0.000243891 -0.00018615 -3.36926e-05 0.000114736 -0.00151694
internal_weight=184.637 63.2955 62.6869 15.1192 13.6153 4.38707 9.22819 7.08786 2.88405 2.14033 4.20381 2.10576 1.74048 47.5677 1.50395 0.852932 46.8956 35.4674 28.1507 19.8879 8.26282 5.41428 3.69635 2.92224 2.84854 1.59271 11.4282 9.88279 0.742315 1.07311
internal_count=4633 2534 2490 618 530 88 442 229 129 213 100 79 110 1872 88 101 1770 1100 952 665 287 189 160 154 98 67 670 630 85 107
is_linear=0
shrinkage=0.00196078


Tree=960
num_leaves=31
num_cat=0
split_feature=0 1 4 2 4 1 4 4 0 3 0 2 2 1 4 4 0 0 4 0 1 1 0 1 2 4 0 0 3 3
split_gain=0.0806739 0.444954 0.431615 0.420213 0.398177 0.528737 0.339311 0.248082 0.246797 0.458506 0.235574 0.23078 0.206095 0.246959 0.365152 0.348939 0.396369 0.285183 0.234287 0.223977 0.179968 0.175437 0.171872 0.174406 0.163661 0.15303 0.222782 0.313571 0.504302 0.137212
threshold=98.230883170350012 80.13218303615001 42.320906304050006 -0.22573999999999997 40.300545846000013 72.62331947780001 33.361153777850006 41.404176814550006 97.615226258450022 0.089045000000000027 97.886760529650019 -0.61402999999999996 -0.60414999999999985 81.339300736700025 44.749265482150008 39.198779702000003 104.61328277200001 100.69082235970002 37.232443001650005 105.7585659356 90.937096262400004 83.116371560950014 101.19356403005001 80.909147435850016 0.20852500000000004 46.324972967950011 110.98492854115001 109.30464220965001 0.079205000000000012 0.084065000000000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 4 -4 5 -2 -7 -6 -1 -10 -11 -3 -13 17 15 18 -17 -14 -15 -18 25 -20 -19 -24 -21 -16 27 28 -27 -25
right_child=1 11 3 -5 7 6 -8 -9 9 10 -12 12 13 14 20 16 19 22 21 24 -22 -23 23 29 -26 26 -28 -29 -30 -31
leaf_value=0.0014108271979594951 0.03112389856579232 -0.10251179938754168 0.0017185557590458104 -0.099578354120542126 0.027064727663130752 0.054990194693786069 -0.083616044451242502 -0.025891842990371412 0.068977120200576364 0.024543068242338976 -0.031679730356425607 0.094222383844529328 0.059908301517825641 -0.10262889679885762 0.080250263298841662 -0.104280837938711 0.041039256062923885 -0.030034225989969798 -0.0036390535667176964 -0.082690565111354752 -0.039299309504568558 0.078489466472530953 -0.011697404263069089 0.058362332150457677 0.019051254376175566 -0.10341371022666127 -0.053421622058162421 0.10129940921760693 0.052754953701598509 0.013448742557645131
leaf_weight=129.2752731612859 0.73468261235393795 0.18878005653436858 0.61927296085923433 1.2090763442756722 2.6664266162551944 0.19745385525857262 1.6736399443761909 1.3238048211205748 1.5634910268126976 1.9169882757123562 1.2192479759105479 0.27676022536615974 1.4323872663080672 0.15641507546740774 0.49386140139540735 0.91286779542861074 0.43026285106316187 0.90856814547441889 0.67085957911331184 0.49249871285110203 0.43352955435693719 0.42478825145371957 1.3376232440423335 1.1679601361975076 0.23285836479772115 0.30752248276257865 0.35589743737364177 0.47505267150700092 0.63118470855988562 1.6287557887844739
leaf_count=2847 6 42 37 108 45 26 144 39 30 37 23 21 14 237 9 120 21 11 28 334 118 83 55 11 27 70 27 12 15 36
internal_value=0.0013188 -0.0043852 -0.0222761 -0.0652685 -0.0103591 -0.0407629 -0.0689891 0.00949578 0.00222917 0.0247394 0.00268581 0.0072458 0.0088684 0.00697752 -0.00760722 -0.0298078 -0.0550285 0.0205314 0.0118584 -0.0161222 0.0197257 0.0282026 0.00934674 0.0180012 -0.0500288 0.0310307 0.0172949 0.0350969 0.00159377 0.0322055
internal_weight=155.358 21.3828 8.42436 1.82835 6.59601 2.60578 1.87109 3.99023 133.975 4.69973 3.13624 12.9584 12.7697 12.4929 6.0176 3.32055 2.06849 6.47529 1.25206 1.15562 2.69705 1.09565 5.04291 4.13434 0.725357 2.26352 1.76966 1.41376 0.938707 2.79672
internal_count=4633 1696 405 145 260 176 170 84 2937 90 60 1291 1249 1228 1101 850 502 127 348 382 251 111 113 102 361 133 124 97 85 47
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=0
split_feature=1 0 0 0 3 0 0 1 0 1 1 2 3 0 1 2 2 1 0 4 2 3 0 2 2 3 3 2 1 2
split_gain=0.0784667 0.810618 0.610158 0.540756 0.431347 0.388322 0.667826 0.435065 0.401998 0.266805 0.25831 0.402502 0.403073 0.488672 0.342395 0.246654 0.316648 0.319104 0.370556 0.871851 0.529277 0.57345 0.352224 0.379132 0.318011 0.440734 0.314391 0.277918 0.238759 0.237287
threshold=66.859265246100009 90.321439350550008 90.767723400200012 89.980005167950011 0.084805000000000019 91.886121982450007 90.321439350550008 67.606656606400023 89.237990724000014 67.606656606400023 69.999384342500022 -0.10040499999999999 0.079470000000000027 93.72771580185001 70.077349628250019 0.20852500000000004 0.13747000000000004 65.571493801650021 87.261973998100004 41.873095646600007 -0.038374999999999999 0.093325000000000033 86.904409066750006 -0.083330000000000001 -0.083330000000000001 0.12376500000000003 0.094595000000000026 0.063030000000000017 61.944763783650011 -0.15022499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 7 -2 -9 -7 11 29 -13 -14 -12 16 17 18 22 20 21 -20 27 -24 -21 -26 -17 -1 -18 -11
right_child=5 2 4 -5 -6 9 -8 8 -10 10 14 12 13 -15 -16 26 28 -19 19 24 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00054027156665567946 0.09318576131073629 0.080401178499662426 0.044079878365539997 -0.066721262975835624 -0.035893318965333293 -0.065731310482446556 -0.087745642062970322 -0.11509420666637707 0.044653498399452735 0.024982813369546324 -0.066486997934028499 0.040130220970572936 -0.069471272631953337 0.022703912108714287 -0.00054378470996690662 -0.0022250557912243578 -0.0032897831663406467 -0.034936305263259179 0.0014386777259070196 0.023222535269432458 0.10229103570738801 0.071712627219984962 0.00052404696727227282 -0.068664819050716405 -0.041570872983044974 0.013228531358877072 0.090575738211390949 0.053746846039311583 -0.07349008621549101 0.094040894394507135
leaf_weight=63.415935284931038 0.44793942384421759 2.2724895314313462 1.6052350533427673 1.171037059277295 1.163103902043076 0.61074472247855638 1.348143465715111 0.31704045130300074 0.31309122534003109 1.0738331457541792 0.79993006784934451 1.6170663200318807 1.1922349538654091 1.1112572103738783 50.211632882154277 0.75900797105714335 0.95330325155373319 2.287415246712043 2.7802970809862009 3.1079981760121882 1.3218801226466892 1.9939999710768459 1.6459707283647733 1.5264747273176897 3.1819742135703546 2.7241510972380638 0.70335667487233877 0.99715249909786408 0.9851704424363561 0.92715381085872639
leaf_count=1390 7 42 35 21 26 16 76 37 24 41 16 20 31 13 2438 26 22 40 43 25 37 33 14 26 39 10 18 30 26 11
internal_value=0.0011893 0.00298328 0.0420014 0.000787047 0.0104795 -0.00164049 -0.0408295 0.0178399 -0.0357209 1.18251e-05 0.000717079 0.020487 0.00186122 -0.0250039 -0.00157786 0.00168149 0.000996286 0.00190785 0.00292698 0.0170841 0.0462932 0.0307888 -0.000238171 -0.0327673 -0.00266974 -0.0162951 0.0424095 0.00136394 -0.038967 0.0569808
internal_weight=154.566 94.596 5.04083 89.5551 2.76834 59.9701 2.42621 1.07807 0.630132 57.5439 56.9331 5.92155 3.92056 2.30349 51.0116 88.3841 86.9217 84.9832 82.6958 15.1103 6.09618 4.7743 67.5855 3.17245 9.01412 5.90613 1.46236 64.4131 1.93847 2.00099
internal_count=4633 1903 103 1800 61 2730 144 68 61 2586 2570 116 64 44 2454 1779 1735 1687 1647 187 113 76 1460 40 74 49 44 1420 48 52
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 3 0 0 4 4 3 3 3 2 3 3 1 1 2 4 3 1 2 0 0 0 1 4 1 2
split_gain=0.0704273 0.365859 0.504737 0.339156 0.296233 0.628945 0.552702 0.279601 0.204698 0.345902 0.289173 0.717428 0.696371 0.747969 0.760603 0.547708 0.541226 0.548886 0.689783 0.982838 0.574685 0.519121 0.949394 0.66426 0.574687 0.56355 0.448958 0.424932 0.388529 0.382234
threshold=93.972365491700018 94.625660817400004 -0.14907499999999999 94.109476856350014 70.182199495350019 -0.16179999999999997 93.843319501450011 94.300357383600002 38.474425342400004 38.751720283100006 0.087795000000000026 0.090235000000000024 0.089345000000000022 -0.094409999999999994 0.088755000000000014 0.08673500000000002 62.907231794400012 64.953148431650007 -0.094409999999999994 40.250747516500006 0.08326500000000002 63.452988794850008 -0.57826499999999992 90.321439350550008 91.109157582800023 86.538778761000017 62.132955852800002 39.427119987250002 67.254468591300011 -0.083004999999999982
decision_type=2 2 2 2 2 2 2 2 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 7 -4 6 -6 8 -2 -1 -10 15 12 13 -12 -15 16 26 -18 20 -20 28 25 -23 -24 -25 -13 -11 -26 -19 -17
right_child=1 -3 3 -5 5 -7 -8 -9 9 10 11 21 -14 14 -16 29 17 18 19 -21 -22 22 23 24 27 -27 -28 -29 -30 -31
leaf_value=0.014198610252565061 0.061977741020560445 0.00016166179134363402 -0.024234277543747948 -0.10495850399160991 0.043536431972118546 -0.11804311450900369 0.065938387751949143 -0.060692268562032095 -0.05595555628251702 0.0033733045345422999 0.020297601269853777 -0.0044735887763247889 -0.1081022359334734 -0.095324928543845347 0.019255008822353994 -0.001196232265085155 0.069614115344246746 0.044108027421628691 0.048643013659377309 -0.10300981797243619 0.10467924342794731 0.059142811325422574 -0.11945474311803811 0.032958885362541185 0.00075071589276473247 0.021575141920422529 -0.030485514260202479 -0.11529077056359004 -0.055072038043096794 0.068897758731891315
leaf_weight=12.550505067337779 0.64245040080277283 47.154930195517579 1.0846484291832887 1.0006020228374835 0.40867252624593675 0.58681184441229461 1.3810533671057772 0.2614112998235214 1.0701595991849888 25.639304862803332 2.3816346451640125 24.040241563896416 1.1005670147715134 1.7414303281984755 0.86818144703283895 1.171839482849464 2.2705632600991512 1.0472773033543492 0.73547341942321498 1.0200447763927512 0.9296668954193591 0.89994365721940983 1.1194152149764698 0.96992845088243518 0.52835104987025239 12.689209660515187 4.6221716268919399 0.78357197181321681 0.63414757417922363 2.3146876875543958
leaf_count=376 42 2257 17 94 14 88 24 26 18 690 16 290 45 44 16 17 116 33 20 46 10 14 35 11 10 116 46 36 24 42
internal_value=0.00108702 -0.00198891 -0.0359155 -0.0629696 0.00257718 -0.0517105 0.00310438 0.0264996 0.00224629 0.000552778 0.00124384 -0.00407789 -0.0361004 -0.0202241 -0.0572058 0.00745337 0.0038736 0.0297341 0.00899723 -0.0394749 0.0415866 0.000676491 -0.0321929 -0.0563595 -0.0254067 0.00452567 -0.00179833 -0.0685574 0.00670237 0.0453388
internal_weight=153.649 50.144 2.98911 2.08525 103.505 0.995484 102.509 0.903862 101.128 88.5778 87.5077 47.1225 6.09181 4.99125 2.60961 40.3852 36.8986 6.63717 4.36661 1.75552 2.61109 41.0307 4.30121 3.40127 2.28185 36.7295 30.2615 1.31192 1.68142 3.48653
internal_count=4633 2436 179 111 2197 102 2095 68 2071 1695 1677 633 121 76 60 1044 985 249 133 66 67 512 106 92 57 406 736 46 57 59
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=0
split_feature=4 4 0 2 2 2 2 2 4 2 0 4 1 1 2 0 0 1 0 1 0 0 1 3 2 1 1 0 1 4
split_gain=0.200923 0.191189 0.43319 0.384662 0.400401 0.316886 0.894549 1.00051 1.28768 0.87806 0.486326 0.886156 0.592108 1.72424 0.467169 0.950446 0.537657 0.556229 0.563642 0.433309 1.44273 0.982202 0.818576 0.637099 0.40033 0.468062 0.582427 0.668282 0.707248 0.739389
threshold=32.724174661450007 42.154118731400011 103.57284947555002 -0.17605999999999999 -0.24023999999999998 -0.064729999999999996 -0.085550000000000001 -0.081844999999999987 41.685324604100011 -0.053874999999999999 86.345209775600011 40.250747516500006 62.00390986255001 62.095317438950012 -0.043559999999999995 96.631250582750013 84.226704768850013 61.907125369850007 85.866664228400012 61.076391807500009 85.662341410450011 85.931187223550012 62.020040611300011 -0.078164999999999998 -0.61402999999999996 65.036490633650018 66.235542959850008 91.437149474700007 75.28220456885002 41.16018805045001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 5 4 -4 6 19 8 -8 -7 11 -9 -12 -14 15 -11 -16 -18 -19 -2 23 -22 -23 -21 -24 -26 -27 -28 29 -29
right_child=1 -3 3 -5 -6 9 7 10 -10 14 12 -13 13 -15 16 -17 17 18 -20 20 21 22 24 -25 25 26 27 28 -30 -31
leaf_value=-0.00078988520811481709 0.0010058361858296934 7.9373675730365516e-06 -0.0019866829884740899 -0.0014705511029042776 0.0017619265667948309 0.00093427289476725225 -0.0024872711758070105 -0.00058492253072345919 8.2904219323682497e-05 -0.0012253367939126646 0.0006382875403365398 0.00087378239491792044 -0.0025957131547995841 -0.00018123292288361984 -0.0010819036560188347 0.00043244122417921153 0.001267176664683073 -0.00083816026667249432 0.00028833628909611097 0.00031251695214286183 0.00091259038901419392 -0.00089444405005859192 -0.00099596361985712038 -0.0022818670641554174 0.00051229812038498909 -0.00081893244706858655 0.0011154695055985862 -9.2342969534118196e-05 0.00043369943092589296 -0.0015884563095950092
leaf_weight=0.98664339501817622 2.4915536485495968 61.066524100342576 0.16021124321832758 1.1628667636014132 0.34644581334578095 6.7236553886905304 1.6566848618240357 2.6206072169006829 1.3685527816414831 2.5807755086570969 1.7694540284574012 4.1159695903770626 1.3899915665388105 6.2507643169665243 1.132917142153018 2.7427169652655721 2.1094270814210168 1.8002233723527741 33.21387478071847 0.50592865574435575 6.9653957653790703 2.8729376872070125 1.05517281079664 1.2964409762789715 13.64942922443152 2.6218445240519967 2.4801721844123703 6.2056908049271424 7.9021973379130941 1.5967833248432723
leaf_count=241 100 2024 114 386 18 75 37 21 12 30 18 34 21 122 96 14 21 25 479 105 35 34 22 59 91 35 33 142 151 38
internal_value=9.25647e-05 9.73524e-05 0.000142557 -0.000849303 0.00057657 0.000156459 6.99926e-05 -0.000289745 -0.00132458 0.000274745 -9.58602e-05 0.000306329 -0.000383779 -0.000620471 0.000172991 -0.000371233 0.000248721 0.000289329 0.000230418 0.000208921 0.000166811 0.000235188 0.000112263 -0.00155362 0.000193708 0.00023014 4.50408e-05 0.000169606 2.023e-05 -0.000398524
internal_weight=182.842 181.855 120.789 1.66952 0.506657 119.119 68.8156 19.172 3.02524 50.3036 16.1468 6.73658 9.41021 7.64076 43.5799 5.32349 38.2564 37.1235 35.0141 49.6435 47.152 45.3496 38.3842 1.80237 35.5113 34.4561 20.8067 18.1848 15.7047 7.80247
internal_count=4633 4392 2368 518 132 1850 1110 265 49 740 216 55 161 143 665 44 621 525 504 845 745 581 546 164 512 490 399 364 331 180
is_linear=0
shrinkage=0.00196078


Tree=964
num_leaves=31
num_cat=0
split_feature=4 4 1 0 3 3 1 0 4 0 1 4 4 1 0 3 1 2 3 2 1 1 2 2 0 3 2 4 4 3
split_gain=0.0668317 0.230667 0.303077 0.239762 0.228543 0.640512 0.215252 0.607026 0.683466 0.416726 0.353859 0.332377 0.356387 0.326901 0.344561 0.322428 0.312098 0.310632 0.27802 0.223792 0.516135 0.493677 0.414008 1.03909 0.757904 0.608173 1.00982 1.09404 0.437324 0.41895
threshold=42.154118731400011 42.027798546600003 62.907231794400012 96.978061681550017 -0.25420999999999999 -0.55393499999999996 58.309968391300011 85.121961326250016 38.171717059500004 85.799452775150016 59.240174904450008 39.476991512000005 35.771221912400001 61.917879202350001 85.705356740550016 0.091510000000000022 61.546871980350012 -0.016679999999999997 -0.27297999999999994 -0.036264999999999999 63.910026677050006 65.509659264600018 -0.087660000000000002 -0.079369999999999996 86.264556031700025 0.079025000000000026 -0.077085000000000001 40.518963363600001 36.952388736350009 -0.086715
decision_type=2 2 2 2 2 2 2 2 2 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 11 8 10 13 -8 12 -1 -9 15 18 -12 -10 -15 22 -21 -22 -11 24 -24 29 -27 -28 -26 -25
right_child=4 2 3 -5 -6 -7 7 9 17 19 16 -13 -14 14 -16 -17 -18 -19 -20 20 21 -23 23 25 28 26 27 -29 -30 -31
leaf_value=0.056944305824322854 0.030656507614760471 0.0020729940160640632 0.084614196265466554 0.013090743152292601 -0.00064428910376496096 -0.090332805525152382 -0.11003172024826191 -0.0064886086497611354 -0.11364384287252959 0.0044291371675261584 0.068264561702150825 0.070668145027270562 -0.10446813593733234 0.027597388818036462 0.056818932767860125 0.043879138453001044 -0.018762906712922928 0.010421676618763578 -0.061988999656726287 0.026990624046578794 -0.087406105156312211 0.00091834847875765834 0.0023782155952376399 0.00048707278037813479 0.010616387791185252 0.0722744135272778 -0.0052688012782577329 -0.069895080810245369 -0.095618830362004859 0.052098006667524822
leaf_weight=0.26823093576240253 0.7805811564958276 2.5429525386716696 1.1192474276758728 0.80634847226610862 48.563983719574026 0.99569120403430023 0.26734124419454008 2.6314306287094933 1.1998553798330247 32.689955909470363 0.65373160018862098 1.0548016744432969 0.27913845574948937 0.60179832577705383 3.42630953527987 1.3838317362242376 1.114766832715304 0.24261760152876366 0.81629112409427784 9.2219102154485899 0.66028829757124086 15.212658088609258 1.6120853871107126 3.6190170263289474 0.44817796333791227 1.2485441082244531 10.351609942210866 3.5069193022145546 2.8618546968573355 2.7817761668702685
leaf_count=35 37 26 22 22 1892 95 28 29 123 862 33 55 49 2 19 14 78 13 41 112 18 542 12 39 25 33 167 57 122 31
internal_value=0.00105153 0.0025155 0.0247354 0.0546636 -0.00193291 -0.0371642 0.00150393 0.000900688 -0.0401152 0.00243351 -0.00280257 0.0378574 -0.0253702 0.0230633 0.035549 0.00953929 0.0134071 -0.0927766 -0.023971 0.000263184 0.00817548 -0.0027558 -0.00309538 -0.0124021 -0.0538498 -0.00291668 -0.0138623 -0.0216226 -0.0812346 0.0229171
internal_weight=152.964 102.623 4.46855 1.9256 50.3403 1.77627 98.1549 96.5528 3.47831 93.0745 2.03584 1.60217 0.547369 8.85966 6.22823 2.80192 1.7685 1.44247 1.41809 84.2148 25.0949 15.8729 59.1199 26.43 4.92212 21.5079 15.1071 13.8585 3.31003 6.40079
internal_count=4633 2609 70 44 2024 132 2539 2400 275 2125 139 139 84 105 76 57 111 136 43 2020 672 560 1348 486 159 327 257 224 147 70
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=0
split_feature=3 2 3 0 2 4 2 2 4 3 4 1 0 4 4 1 2 0 1 4 1 2 0 4 2 3 3 1 1 2
split_gain=0.0665827 0.218181 0.0819051 0.0868859 0.203589 0.173103 0.085327 0.102437 0.164498 0.235444 0.142796 0.107253 0.337172 0.428637 0.561182 0.568269 0.483293 0.419449 0.247605 0.198894 0.17914 0.392006 0.54258 0.252489 0.234545 0.216129 0.342598 0.172343 0.65302 0.52801
threshold=-0.57039999999999991 -0.23401999999999998 -0.54009999999999991 114.09278614000002 -0.088274999999999992 48.109449608500007 0.70681500000000008 0.27394500000000005 38.110427674550003 -0.078164999999999998 38.536700832000001 80.538140213850014 98.230883170350012 42.455548714850003 40.300545846000013 72.62331947780001 -0.22573999999999997 101.91675926715001 77.443724905700023 41.835830569250014 81.339300736700025 -0.085550000000000001 106.56510337475001 44.749265482150008 -0.61402999999999996 0.072890000000000024 0.079265000000000016 75.629015667650023 75.424692849750016 -0.083330000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 6 -5 -6 7 11 -9 -10 -11 12 18 14 15 -14 -15 -17 27 -16 -13 24 -23 -24 -22 -26 -27 28 -4 -29
right_child=2 -3 3 4 5 -7 -8 8 9 10 -12 20 13 16 19 17 -18 -19 -20 -21 21 22 23 -25 25 26 -28 29 -30 -31
leaf_value=0.042702666356103744 0.037206232293697475 -0.10469825244943681 0.00094922303724778918 -0.1047375286298798 -0.10184279096476766 0.043412129134490482 0.034285825978149935 0.0091203518228835968 0.039254508822207726 -0.01333354084944053 -0.10787782922184488 0.023021607218646403 0.028480537201226921 0.0066157020124407231 0.0018815336233842577 -0.10874373556865109 -0.10662108798083661 0.00021041163627752728 0.049236241477139626 0.052459935506635441 -0.10234209554157359 -0.10471068149563641 -0.053824061639900847 0.060105202588052867 0.066368993384134087 -0.051625406258682997 0.034797005576129809 -0.084695339552997628 0.060349547227233381 0.0090341334452304339
leaf_weight=0.18019184881995898 0.62422104224606201 0.22682752539185358 123.37104393027676 0.25835377387329572 0.10930729907863579 0.32892757875015377 0.76950021513766742 0.86029628885444143 0.22211514692753553 0.23310428846161813 0.50767232287762454 5.6376389893994183 0.72059029946103548 0.59467850692453783 3.218621987150982 1.2241352280834688 1.0292459528718607 0.49671175180719718 1.087059251985919 1.0251073164399711 0.15571490970614821 0.76178298353079277 0.33109315462024824 0.47159197949804366 0.84146379596495613 0.68454817386009414 1.3903532325466583 0.92830612033139948 1.878942972049116 1.7047317131036823
leaf_count=23 36 32 2602 223 144 43 49 50 12 8 54 75 6 36 69 109 120 51 76 24 22 92 165 10 45 200 163 29 20 45
internal_value=0.000949255 -0.0394423 0.00105779 0.000908204 -0.0343274 0.00718173 0.00107168 0.000900576 -0.0226578 -0.0510501 -0.0781271 0.00119167 0.0004541 -0.0190709 -0.00787665 -0.0460752 -0.065154 -0.0772948 0.00171203 0.0140992 0.0110467 -0.00351371 -0.0442594 0.0131114 0.0172362 0.0236209 0.00628466 0.00130805 0.00184032 -0.0240112
internal_weight=151.874 0.407019 151.467 150.843 0.696589 0.438235 150.146 149.377 1.82319 0.962892 0.740777 147.553 137.279 8.30909 6.68517 2.44144 1.62392 1.72085 128.97 4.24373 10.2742 4.63655 1.56447 0.802685 3.07208 2.91637 2.0749 127.883 125.25 2.63304
internal_count=4633 55 4578 4542 410 187 4132 4083 124 74 62 3959 3187 415 259 166 156 160 2772 93 772 697 267 175 430 408 363 2696 2622 74
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=0
split_feature=3 0 4 1 1 1 1 2 2 2 2 4 1 4 0 4 4 2 2 3 0 3 3 3 4 2 0 1 2 2
split_gain=0.0614051 0.224347 0.504783 0.329466 0.275466 0.273751 0.33782 0.278802 0.311144 0.288171 0.343775 0.247041 0.357064 0.347536 0.223611 0.210452 0.624398 0.298052 0.401994 0.387317 0.155747 0.144328 0.467776 0.440602 0.603341 0.805553 0.462172 0.387774 0.266374 0.800751
threshold=0.10249000000000003 86.538778761000017 41.873095646600007 61.944763783650011 62.084563606450011 63.452988794850008 65.509659264600018 -0.59496499999999986 -0.14314999999999997 -0.11963999999999998 -0.088274999999999992 40.21994457600001 61.987779113750001 38.536700832000001 91.109157582800023 38.171717059500004 35.374259656300005 -0.053874999999999999 0.15915000000000004 0.10787500000000003 92.464140480550014 0.096480000000000024 0.096095000000000028 0.096915000000000015 42.081757894750005 -0.071969999999999992 89.711159354950013 62.095317438950012 -0.076544999999999988 -0.57826499999999992
decision_type=2 2 2 2 2 2 2 2 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 11 -4 -5 -3 -7 -8 14 -10 -11 13 -13 -2 -9 16 -12 -17 19 -19 -18 22 -1 -23 26 -26 27 -25 29 -28
right_child=1 5 3 4 -6 6 7 8 9 10 15 12 -14 -15 -16 17 20 18 -20 -21 -22 23 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.0011985285753994144 0.0014615145043538036 0.021261867237325319 0.0049664075514416969 -0.11339488318229241 -0.020442941703652639 -0.077120407268800206 0.066136487212973202 0.00022199267553817898 0.049697579207237191 -0.076246395872047512 -0.031978580581364775 -0.019177945064411284 0.022430508850752939 -0.061741169523072931 -0.10565982721104861 0.019571725859063183 0.10343791736978457 -0.017081463214527724 0.035469799853116928 -0.11261984653537989 0.035304690140889515 0.068603662941022422 -0.081788663291813724 0.014071998924463364 -0.094137694804256877 0.050979574053224203 0.046476733099685558 0.068835453090345305 0.0082143506909437697 -0.10906600400704813
leaf_weight=107.46816647710762 1.9423772580921679 6.2355967238545444 0.58803161140531246 0.99610651098191716 0.46890687569975853 0.61674678139388461 0.58491107230657036 0.33208466565702188 1.0511001838231093 0.64118640325779086 1.1100246418072797 3.5943236425518972 4.8392372157395585 1.5758740529417989 0.49942166669279686 1.5680987174855547 0.6715898700058458 0.91480026004137494 0.57204573589842755 0.79146145127106138 0.67043638830364216 1.2387643940255646 0.68354872157215041 3.4526740112341923 1.2024884652582839 0.56097121955826779 0.55869254632125132 2.0671134695294313 2.7743715088051908 0.81204317070296383
leaf_count=3744 25 46 14 41 23 17 21 7 10 46 32 27 33 24 42 26 8 13 30 46 40 33 20 38 47 19 18 35 56 52
internal_value=0.000847874 -0.00318018 -0.0124572 -0.0582641 -0.0836438 0.00481043 -0.00542355 -0.000723002 -0.00515575 0.00090226 -0.00648843 -0.00458865 0.00469728 -0.0268479 -0.063373 0.000612967 0.023507 -0.0139818 -0.0370758 -0.0613976 0.0694006 0.00185688 0.000674027 0.011956 0.00581579 -0.0479747 0.0156304 0.0345804 -0.0096042 -0.045669
internal_weight=151.083 30.2644 14.0049 2.05304 1.46501 16.2595 10.0239 9.40716 8.82225 7.99074 6.93964 11.9518 8.43356 3.51825 0.831506 6.29846 2.45205 3.84641 2.27831 1.70626 1.34203 120.819 108.152 12.6671 11.4284 1.76346 9.66489 5.51979 4.14511 1.37074
internal_count=4633 571 187 78 64 384 338 321 300 251 241 109 60 49 49 195 80 115 89 59 48 4062 3764 298 265 66 199 73 126 70
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=0
split_feature=2 4 2 1 2 2 4 1 1 2 3 4 1 0 4 2 0 4 2 1 4 3 4 1 3 3 2 4 4 0
split_gain=0.0614517 0.228926 0.146201 0.277675 0.260553 0.433876 0.19345 0.177136 0.219084 0.0746493 0.379826 0.348814 0.52494 0.714509 0.436611 0.351332 0.34407 0.40021 0.488279 0.344005 0.674846 0.43814 0.455875 0.342303 0.287708 0.340466 0.230988 0.386286 0.331954 0.193848
threshold=-0.63026499999999996 40.574766824850009 -0.59238000000000002 78.27445846800002 -0.54488499999999995 -0.58319500000000002 40.890797847750008 74.927328095600004 75.806453904250006 -0.16164499999999998 0.18642000000000006 38.983591653800012 62.020040611300011 85.216057360850016 35.771221912400001 -0.26416999999999996 94.75470680765001 44.701063782750005 -0.25105499999999997 74.927328095600004 47.927946529500012 -0.15544999999999998 39.198779702000003 68.20618276945001 -1.0000000180025095e-35 -0.14423499999999997 -0.23353499999999996 48.96897326980001 48.823707093150006 89.980005167950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 6 5 7 -2 -4 -9 10 11 14 13 24 15 -6 17 18 -14 20 -18 -21 -23 -17 25 26 27 28 -13 -19
right_child=2 -3 4 -5 9 -7 -8 8 -10 -11 -12 12 16 -15 -16 23 19 29 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.010126620536346824 -0.033757959053921295 -0.070917762509384127 0.048742836502966153 0.082795038538338694 0.086551593454855552 -0.10575257002629257 0.033478679322775366 0.046587810118141226 -0.10389682374330414 0.00029247549866480123 0.10421151828796205 -0.050205199402514993 0.0085940417510299797 -0.10882296844137751 -0.088466252687501912 -0.10849851948521999 -0.11150195029325725 0.027013430685040085 0.091861988779956813 0.072262391864265654 0.040456913135262763 0.10293345428493945 -0.10432370562560452 0.045624497216971593 0.079780691718436506 -0.10240575329986885 0.045386474354752543 -0.1068900336333436 0.077692780757027763 -0.065258671283042524
leaf_weight=0.95881088196256203 0.73905748395190984 0.54759280660073273 0.44061433989554644 0.6248900853587428 0.37185187187924384 0.61061935284442259 1.016419731575297 0.16237926902249455 0.23934438342212161 132.39330117103958 0.40040070551913309 0.39297218220053787 1.060956271045143 0.70791014959104348 0.83290181490019677 0.31479931010744333 0.62019444834732007 0.56278700147231564 2.0944457724690437 0.96466244268230883 0.55268628839985467 0.15119847282767485 0.35602044438564917 0.26575834577488422 0.4214368768152762 0.34063134209645829 0.85038724308833558 0.37469362572301179 0.41962994635105133 0.38236554266768508
leaf_count=49 25 23 5 68 24 124 27 3 44 3463 6 44 31 53 107 79 42 21 39 23 19 2 69 28 27 124 11 12 5 36
internal_value=0.000762049 -0.0193338 0.000965678 0.0255495 0.000565647 -0.0415704 0.00517199 0.00495593 -0.04307 0.000988357 0.00839508 0.00520817 0.0123113 -0.0190665 -0.0355845 0.0106616 0.0286281 0.0467664 0.0638644 0.000505874 -0.0398957 0.0327002 -0.0425418 -0.0379466 0.00362816 -0.00986605 0.00560344 -0.0228907 0.0158417 -0.0103156
internal_weight=150.172 1.5064 148.665 2.38037 146.285 1.45296 1.75548 0.842338 0.401724 144.832 12.4387 12.0383 10.253 3.50766 1.78531 0.95241 6.74532 4.10055 3.1554 2.64476 1.17288 1.47188 0.507219 0.580558 2.79975 2.37831 2.03768 1.1873 0.812602 0.945153
internal_count=4633 72 4561 120 4441 176 52 52 47 4265 802 796 558 276 238 131 282 127 70 155 61 94 71 107 223 196 72 61 49 57
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 0 3 4 2 2 0 2 4 3 4 4 0 1 3 3 2 0 0 0 4 1 4 4 1 3
split_gain=0.277128 0.179921 0.36298 0.758664 0.264043 0.348303 0.242927 0.237338 0.220522 0.700181 0.718815 0.552107 1.18508 0.90977 0.750856 0.547715 0.478408 0.452165 0.412961 0.360544 0.317213 0.935734 0.686001 0.518628 0.312778 0.978279 0.790392 0.641827 0.614233 0.522579
threshold=90.937096262400004 76.535026057600007 58.309968391300011 60.87206898960001 -0.16262999999999997 67.058211147750015 -0.57039999999999991 37.572218886150004 -0.079369999999999996 -0.077085000000000001 94.75470680765001 -0.084729999999999986 42.876019054300009 0.092185000000000031 42.206017975500011 41.808689985400001 86.904409066750006 62.095317438950012 -0.25843999999999995 -0.27511499999999994 -0.088274999999999992 86.780739992750014 85.769879735700016 93.972365491700018 42.527280425250005 62.111448187750007 42.409092016550012 42.243697547450004 81.339300736700025 0.10214000000000002
decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 -1 -4 11 10 17 18 13 14 15 -13 -14 -10 19 -5 -20 22 -22 -23 26 -26 27 28 -11 -30
right_child=-2 2 3 8 5 -7 -8 -9 9 24 -12 12 16 -15 -16 -17 -18 -19 20 -21 21 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0020844393711141615 -0.0010075835591841613 0.0010197420614027628 -0.0002387571820777128 -0.00022917117862197888 0.0019137481809247739 -0.0016628423855457436 0.00011637086690300553 -0.0021384214416099809 0.00020215223893893235 0.00022882473784011513 -0.00017291385504836438 -0.00064365492932193919 0.00066366303283337837 -0.0022453740250324549 -0.0016910478236253283 0.00087329015923022946 -0.00042560593715778141 0.0019868134800219385 9.04746052380009e-05 -0.0021201824514082315 0.00061216123049618275 0.0016677667645519632 -0.00090171644729202546 0.0003020110588889782 -0.0018076108970462642 4.8567408360773525e-05 0.0014093648745387469 -0.0010010834110929993 -0.0020359935014368472 0.00029907351144412882
leaf_weight=0.20632205185393138 0.86350167516934462 1.6907850708812464 0.38230224093422183 1.2789166296715846 0.11989426321815599 0.8251421112454409 2.948358554574952 0.74677352840080857 0.73387996852397863 58.256052199358237 1.4296292694270958 2.3533265467849547 4.2953519208822399 1.4874961336972772 1.4949932456947861 1.4973826892673967 2.425602464703843 2.1299038456054404 63.428098163028146 0.55623694887617503 2.3243251806125098 2.6797333881258965 2.2793434001505375 1.7784130205982362 1.2232095025246952 10.149806816400085 2.0183948527555904 1.7704472882905964 0.86336744814616284 0.64283748375601135
leaf_count=29 554 32 12 47 4 192 251 62 5 817 22 32 41 47 31 19 42 81 1662 34 21 14 19 47 38 247 27 39 151 14
internal_value=0.000100477 0.000105975 0.000115769 0.000106683 -0.000299922 -0.00120909 -2.75663e-05 -0.0014952 0.000117507 0.000192532 0.000962608 4.98772e-05 -0.000314063 -0.000889067 -0.000511661 -5.37773e-05 0.000270544 0.00152947 0.000116246 -0.000802339 0.000139501 0.000482664 -0.000137382 0.00112295 0.000148404 -0.000151071 0.000201997 0.000162393 0.000196861 -0.0010394
internal_weight=174.88 174.016 169.917 168.226 4.09972 0.945036 3.15468 1.12908 167.097 79.2175 4.29341 87.8792 13.5542 6.8332 5.3457 3.85071 6.72095 2.86378 74.3251 1.83515 72.4899 9.06181 4.60367 4.45815 74.9241 11.373 63.5511 61.5327 59.7623 1.5062
internal_count=4633 4079 3603 3571 476 196 280 74 3497 1441 108 2056 212 129 82 51 83 86 1844 81 1763 101 40 61 1333 285 1048 1021 982 165
is_linear=0
shrinkage=0.00196078


Tree=969
num_leaves=31
num_cat=0
split_feature=4 0 0 3 2 1 4 4 4 0 2 4 1 1 1 1 0 1 0 1 2 3 2 0 1 0 0 1 1 4
split_gain=0.287899 0.434358 0.355319 0.854536 0.569419 0.965435 1.02894 0.810232 0.64558 0.522312 0.624122 0.515819 0.515627 0.455873 1.60663 1.36715 0.627561 0.369442 0.349295 0.619949 0.758277 0.662926 0.456235 0.447142 0.440496 0.311966 0.48139 0.50143 0.75122 1.18327
threshold=42.154118731400011 103.57284947555002 86.208098410950015 0.10876000000000002 -0.11692 62.116825104000007 43.847983878700006 43.067541470150012 43.61821939175001 85.769879735700016 -0.083004999999999982 44.578137159850009 61.971648364950006 62.079186690200011 62.095317438950012 62.132955852800002 87.842680954300008 61.966271448700006 85.121961326250016 58.309968391300011 -0.013285 0.093325000000000033 -0.13734499999999997 85.307464937250003 65.036490633650018 85.662341410450011 85.769879735700016 61.982402197500001 61.923256118600001 40.621691032550004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 3 4 8 6 7 9 -2 10 -6 -8 -12 17 -15 -16 -17 -4 19 20 22 24 -1 -20 -21 -25 -27 28 -28 -30
right_child=2 -3 13 -5 5 -7 11 -9 -10 -11 12 -13 -14 14 15 16 -18 -19 23 21 -22 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=-8.8246983411505191e-05 0.0015704816804063197 -0.00090784892386282755 -0.00013845246418587616 -0.0021161023303595027 -0.00083545363838108356 -0.0021617861371177774 0.0013299607046873979 -0.0021711305245160528 -1.8022351783157916e-05 -0.0012371847872144879 -0.00031756126869655194 -0.00041502754730483524 0.0019915957468029672 -0.0017994900505022523 0.0016000725505560789 -0.0010847610472763691 5.398493314600465e-05 0.00080043088450277558 0.0011981435713802444 -0.0021645600695760496 -0.0021057718352288316 -0.00016630652641097323 0.0018291304275988756 -0.00068463244358594642 0.0014368416477348145 0.000774789464256317 0.00026603510457704637 0.00021402402675613983 0.00013781502048048543 -0.0016782310121496546
leaf_weight=0.81867250951472681 1.2831274848431338 1.452985679434845 2.3095524264499536 0.90047581237740892 1.2654735369142112 1.1064371633692651 1.9041317591763802 1.1548273127300488 4.2141792916700069 1.5469406591728327 0.63880762000917257 0.98985419950622588 0.88941531209275126 1.8323694206774224 2.146441036835312 1.9826054718505464 30.244803541405417 5.3298141658306122 1.6904990768525738 1.2805406640272847 0.34945690174936217 2.9200658617774025 1.1436505727469921 1.5742566855624307 0.14540090200898692 5.2281606867909423 5.8595473296008986 89.122205417006626 2.8477241974323988 2.6752753532491624
leaf_count=80 38 640 15 40 32 52 34 78 198 29 41 31 10 20 63 35 1260 48 19 212 54 59 14 43 8 36 55 1331 29 29
internal_value=0.000101045 0.00015755 -9.72313e-06 -0.000260889 -0.000149466 -0.000440207 -0.000213158 -0.000711474 0.000352751 -0.000323132 0.000183002 0.000733108 0.00102635 8.13223e-05 -1.05164e-05 8.48486e-05 -1.60698e-05 0.000516585 0.000170935 -0.000265066 0.000555314 -0.000701452 0.00102921 0.000197566 -0.00179733 0.000181803 0.000194704 0.000164528 -0.00022301 -0.000741856
internal_weight=176.848 117.108 59.7393 15.8937 14.9932 9.49589 8.38945 5.49546 5.49731 4.34064 2.7937 2.89399 1.52822 43.8456 36.2062 34.3739 32.2274 7.63937 115.655 6.65779 2.31178 4.34601 1.96232 108.998 1.42594 107.307 105.733 100.505 11.3825 5.523
internal_count=4633 2609 2024 583 543 307 255 190 236 112 83 65 51 1441 1378 1358 1295 63 1969 427 148 279 94 1542 220 1523 1480 1444 113 58
is_linear=0
shrinkage=0.00196078


Tree=970
num_leaves=31
num_cat=0
split_feature=0 1 0 0 3 0 0 0 0 1 4 3 1 2 0 0 0 3 4 1 3 4 0 3 3 2 1 2 2 0
split_gain=0.25788 0.29958 0.851057 0.846951 0.674605 0.636858 0.585785 0.51953 0.916779 0.752009 0.432501 0.382268 0.363322 1.33306 0.897698 0.473718 0.643942 0.741199 0.978531 0.552847 0.924535 0.461465 0.64543 0.529807 0.422455 0.381971 0.370966 0.604172 0.743508 0.367223
threshold=76.535026057600007 66.859265246100009 90.321439350550008 91.498984011650009 0.4149000000000001 92.464140480550014 89.861713010250014 91.886121982450007 90.60910437050002 67.606656606400023 38.396531328800009 -0.16179999999999997 63.452988794850008 -0.097799999999999984 88.729872137350014 86.09518316945001 85.823648898300021 0.091290000000000024 39.656620114300004 62.084563606450011 0.097645000000000023 40.250747516500006 85.705356740550016 0.089505000000000015 0.10249000000000003 -0.23168999999999998 57.772276765200012 -0.089569999999999997 -0.13006999999999999 86.135510041400025
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 6 -4 7 -5 10 8 9 -3 -2 -11 15 14 25 16 19 18 -18 21 -21 -12 26 -24 -19 -14 -23 28 -28 -17
right_child=1 4 3 5 -6 -7 -8 -9 -10 11 12 -13 13 -15 -16 29 17 24 -20 20 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00038112299475683486 0.00060701800230516839 0.0016481375913410912 0.0012968396127086923 0.00099549440356710398 -0.0020845604086717415 -0.0016273346076483275 -0.00077422673557896648 8.692539794096299e-05 -0.001900533054731382 0.00037566856451579518 -0.00051263113175682295 -0.0021965022361270618 0.00028275590177086483 -0.0020284821875480828 -0.0019275763896803237 0.00087384335902037649 0.00046890979716229683 0.00051683922869762708 -0.0018524533779024181 -0.0022338907393219319 0.00043204461190288375 0.0011324642104658174 0.0013527927411248124 0.00030714938479697878 -0.00047802120701993025 0.0019708855893942685 0.00015274239336743992 0.00021145936035574475 -0.0021724006957387692 0.00023686439327370059
leaf_weight=3.8538713230846033 8.2831899529019193 0.78246769681572848 4.7963303932920089 0.65899830590933539 0.57323011636208221 0.77393313846550882 2.5451757796108714 67.819465952143446 1.4103832547698401 0.41967924867640249 2.5284996475093164 0.47194609500365914 1.4113040455849843 1.349007345328572 0.53610263392329205 3.7587726041674605 0.98402520269155358 2.8662508660927415 2.4031227657105774 0.93661630316637401 1.0731873465701935 1.0824882015585924 3.6446615085005751 3.8110050428658724 3.8389616478234529 0.81170719303190741 1.070773904619273 6.4810169121774335 1.0445290314964975 46.864309692755342
leaf_count=476 145 9 59 10 44 34 35 2543 69 12 39 53 88 58 10 41 6 18 61 30 17 20 16 25 36 9 57 117 49 447
internal_value=0.000120596 0.000131643 0.000199039 0.000901656 3.40034e-05 -0.000421108 0.000154068 5.11311e-05 -0.00073589 0.000245293 0.000178996 -0.000985807 0.000138007 -0.000431092 0.000349916 0.000166384 -2.13127e-05 -0.000430421 -0.00117806 0.000169197 -0.000810345 0.000269318 0.000384709 0.000818306 -5.27521e-05 0.000899157 5.07054e-05 -8.55147e-05 -0.000995405 0.00028416
internal_weight=178.885 175.031 103.554 6.22926 71.4772 1.43293 97.3247 70.9039 3.08448 1.67409 94.7795 0.891625 86.4963 4.10812 2.75911 82.3882 31.7651 10.0924 3.38715 21.6728 2.0098 19.663 17.1345 7.45567 6.70521 2.22301 9.67881 8.59632 2.1153 50.6231
internal_count=4633 4157 1427 103 2730 44 1324 2686 143 74 1289 65 1144 165 107 979 491 121 67 370 47 323 284 41 54 97 243 223 106 488
is_linear=0
shrinkage=0.00196078


Tree=971
num_leaves=31
num_cat=0
split_feature=0 1 1 4 2 3 2 0 3 3 3 2 4 3 2 3 2 3 1 1 3 2 3 1 2 2 3 1 3 3
split_gain=0.0657849 0.302929 0.479456 0.210934 0.168284 0.357997 0.251335 0.201149 0.160268 0.214478 0.210261 0.142021 0.248993 0.120382 0.131281 0.111037 0.10714 0.165101 0.106286 0.516119 0.872739 0.518469 0.500178 0.45249 0.350077 0.451795 0.332182 0.658866 0.484849 0.48946
threshold=76.535026057600007 58.309968391300011 60.87206898960001 37.572218886150004 -0.23265499999999997 -0.25098999999999999 -0.23353499999999996 67.058211147750015 -0.25420999999999999 0.10821500000000002 -0.25587999999999994 -0.23401999999999998 38.804629908750009 -0.27450499999999994 -0.13006999999999999 -0.51222499999999993 -0.16533 -0.53179999999999994 62.041548276350007 62.025417527550012 0.089045000000000027 -0.095074999999999993 0.088350000000000026 61.907125369850007 -0.10290999999999999 -0.124155 0.083395000000000011 61.93938686740001 0.092015000000000027 0.096095000000000028
decision_type=2 2 2 2 2 2 2 2 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 -6 10 -10 -9 12 -7 14 16 -16 17 -4 19 21 -21 22 24 -24 25 -15 27 -23 -28 -30
right_child=1 2 13 -5 7 11 -8 8 9 -11 -12 -13 -14 18 15 -17 -18 -19 -20 20 -22 26 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.1061844183528563 0.048625606919284158 -0.0085835152663914609 -0.10307111767178519 -0.108654287468192 0.093586343128343033 0.066801243163081836 0.016094310723670065 -0.10093596659903536 -0.10370612538297913 0.10195509965901678 0.10119288682900676 0.054129055370137208 -0.10546611601446881 -0.10624945777611323 -0.024598899178105087 -0.10585592109466641 0.023584245544009324 0.028861148951068883 -4.8618796962545139e-05 0.10027946658861833 -0.0095692916468009172 0.076841391184916064 0.022866352834886444 -0.040815189848100834 -0.12116726422584674 0.020353052693903646 -0.018988176780313698 0.0082090337199321167 0.055891821614119701 0.0051307175187589801
leaf_weight=0.40221349885359814 1.3378280154429365 0.33372481842525203 0.21074685151688743 0.57108877900463995 0.090900392504407956 0.16351038576976851 0.28878168761730183 0.090828751141089015 0.61175843794262608 0.055291350930929184 0.11874460021499555 0.94330605852883342 0.17233693569869502 0.48290330270538073 0.39936496803420596 0.29049124559241946 0.6192023658659308 0.17248286283938796 105.58174416765473 1.4828298008069389 1.4119450952857731 1.9515124466270233 2.5528129176236689 1.9821477464865891 0.71875919552985479 0.67711279913783085 7.1144061773084131 4.9382191319018602 2.2346925679012193 12.666803014231844
leaf_count=64 32 12 21 62 6 11 3 79 237 1 3 37 35 50 26 24 9 26 3458 28 25 19 31 21 17 7 87 57 28 117
internal_value=0.000961858 0.00125652 0.000823628 -0.0717449 -0.013856 0.00291663 -0.0550815 -0.0480098 -0.0626924 -0.086659 0.0135906 0.0342471 -0.0215962 0.00127494 -0.0252407 -0.0588154 -0.00213525 -0.0436914 0.001587 0.00610604 0.0467 0.00277896 -0.0229422 -0.00496768 -0.0663288 -0.0323503 0.0084861 0.0276491 0.00248917 0.0127431
internal_weight=150.668 147.731 146.393 0.904814 2.93767 1.97015 0.690995 0.967524 0.876623 0.66705 0.209573 1.27915 0.335847 145.488 1.69229 0.689856 1.00243 0.38323 143.796 38.2141 2.89477 35.3194 6.41374 4.53496 1.87878 1.16002 28.9056 6.88973 22.0159 14.9015
internal_count=4633 4157 4125 74 476 150 67 326 320 238 82 83 46 4051 106 50 56 47 3945 487 53 434 126 52 74 57 308 76 232 145
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=0
split_feature=0 0 0 4 4 2 0 1 4 3 4 2 4 4 4 4 2 3 3 2 0 3 3 1 3 0 3 2 3 2
split_gain=0.0619551 0.73812 0.661089 0.294296 0.778643 0.602916 0.716479 0.64032 0.655145 0.521624 0.487378 0.515947 0.442258 0.408982 0.349445 0.659809 0.384132 0.300547 0.259111 0.828049 0.252132 0.232124 0.224814 0.39396 0.392838 0.414906 0.341201 0.817612 0.257518 0.215734
threshold=86.09518316945001 86.103248543850015 86.036037090600004 41.873095646600007 41.772405911750006 -0.105535 85.823648898300021 62.116825104000007 43.847983878700006 0.08326500000000002 43.067541470150012 -0.089569999999999997 43.61821939175001 48.109449608500007 41.16018805045001 40.806664626150003 0.20852500000000004 0.087795000000000026 0.08574500000000003 -0.08725999999999999 85.823648898300021 -0.25098999999999999 -0.11595499999999999 58.793890854750011 0.081235000000000016 85.121961326250016 0.091290000000000024 -0.043559999999999995 -0.10978499999999999 -0.06828999999999999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 14 12 7 8 10 -10 11 -7 -5 -14 15 16 22 18 19 -13 -16 -15 23 -1 25 28 27 -26 -24 -3
right_child=1 29 -4 5 -6 6 -8 -9 9 -11 -12 17 13 21 20 -17 -18 -19 -20 -21 -22 -23 24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.04808667883995537 0.10235479510179578 -0.0022748766420320806 -0.09823691416439842 0.058977823538308098 0.094197811415179133 -0.10743306759846492 -0.11451405855088147 -0.10930434233960676 -0.0083355763564525176 0.094330993924197831 -0.1075943404351995 0.10598777786546965 -0.084994676539153199 -0.026738908143786488 0.030813576629658793 -0.086618591367695688 0.080928971136005182 -0.039567564717679637 0.066270632063439208 -0.11425993789020908 -0.011126771473362267 0.036252059516814671 0.080886214371399534 -0.10920852865355216 -0.12879288939315081 0.081072872818386932 -0.001272693415773998 0.031273012218350264 -0.10806718339032302 0.0065352305801534352
leaf_weight=0.23429464546643686 0.72795373946428199 67.732205031072624 0.71168305212631722 1.5349300832240231 0.95876150589901854 0.51212249859235903 0.90201297309249628 0.70669049067510048 1.0996959322474138 0.89980597631074477 0.70930275536011311 0.30889028310775501 0.54970622166001737 0.98826059396378729 5.3614068728784323 0.97873707977123636 0.54273578617721874 1.0285226275445891 0.87222707725595683 0.38155717832433578 1.9564542317530138 1.4337091182824222 0.10591252645826887 0.49698152790188033 0.70634137465822278 1.0095311314798889 8.5436660213235864 0.5821045851916995 0.22610874480369514 47.137314276469624
leaf_count=45 22 2172 12 57 13 34 38 50 50 12 70 2 124 27 66 41 17 40 9 48 12 49 26 118 41 11 105 21 47 1254
internal_value=0.000868568 0.00197652 -0.00286085 -0.000842512 0.00609237 -0.0134611 -0.0309819 -0.0194235 -0.00849501 0.0378659 -0.0328087 -0.0157155 0.0153895 -0.00712467 0.0020203 -0.00756162 -0.00134552 0.00241155 0.0300414 -0.0157262 0.0196007 0.0105492 -0.00509635 -0.0588125 -0.00158082 0.04918 -0.00850693 -0.056477 -0.0477923 0.0013404
internal_weight=149.94 115.597 34.3422 33.6305 21.703 11.9274 7.42083 6.51881 5.81212 1.9995 3.81262 3.10332 4.50661 2.97168 20.7443 13.4264 12.4477 2.5912 1.56267 0.690447 7.31786 2.42197 11.9049 0.731276 11.1737 1.34155 9.83211 1.28845 0.332021 114.87
internal_count=4633 3448 1185 1173 563 610 353 315 265 62 203 133 257 200 550 472 431 99 59 50 78 76 414 163 251 84 167 62 73 3426
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=0
split_feature=0 1 1 4 2 3 3 0 3 3 3 2 1 1 0 4 3 0 0 3 3 0 4 3 0 0 3 4 3 1
split_gain=0.0628366 0.232632 0.414618 0.201924 0.144574 0.268285 0.241403 0.183765 0.145204 0.185633 0.187796 0.121513 0.168313 0.116365 0.0948274 0.334811 0.548205 0.115698 0.305943 0.623747 0.117646 0.1114 0.0992204 0.0985844 0.146135 0.124173 0.114715 0.32648 0.234214 0.10517
threshold=76.535026057600007 58.309968391300011 60.87206898960001 37.572218886150004 -0.23265499999999997 -0.25098999999999999 -0.54009999999999991 67.058211147750015 0.10821500000000002 -0.25420999999999999 -0.25587999999999994 -0.23381499999999997 55.887667615750004 61.076391807500009 84.546631286350006 42.123054668150012 0.10214000000000002 85.307464937250003 85.619326080400015 0.085520000000000027 0.4369650000000001 85.431134011250023 42.055256506450007 -0.27297999999999994 93.047535894850014 111.60596236935002 -0.26568999999999993 39.746231405950006 -0.25587999999999994 63.910026677050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 -1 -6 9 10 -9 12 -7 -4 15 16 -15 22 19 21 23 -19 -16 24 -20 -26 27 -25 -28 -30
right_child=1 2 13 -5 7 11 -8 8 -10 -11 -12 -13 -14 14 17 -17 -18 18 20 -21 -22 -23 -24 26 25 -27 28 -29 29 -31
leaf_value=0.013888947075775425 0.043452799652127574 -0.0084223430504778048 0.051332064649635689 -0.10787972925521519 0.092566347809401928 -0.077569774203115838 -0.10855391297958715 -0.10085026568385638 0.10176783780625416 -0.10338734281870202 0.10029479996949811 0.055898165558446899 0.040150910909583899 -0.11231992920563208 0.0036015720875716127 0.053951662468917076 0.0020439318960798493 0.042504685791213678 -0.0051851639785282918 -0.092963713259963179 -0.03458237068799374 -0.014493887696029018 0.041878536583694267 0.095178765815902025 -0.10575629449429523 0.02069032873201165 -0.058663810129629596 -0.016877407669734522 0.0049408103781888903 -0.00070842463133053801
leaf_weight=0.30606791629543295 1.283252733061089 0.33663119556149368 0.45968765346333285 0.51863176992628723 0.084226121078244343 0.20675691620635905 0.3397636898444033 0.082985081667175109 0.050179712474346161 0.54961674833793939 0.10533083087648276 0.7098535007098693 0.29437979299109429 0.65289397938113269 1.4318777470616617 0.49341745253332181 1.1707398283033397 0.58504311926662855 1.2042540106049262 1.038931382296141 0.89775543048150908 0.82843976956792176 1.2849279006477443 0.48435891435838019 0.31001270918932267 0.10362123147933744 0.63810296480369189 0.56133530601800885 64.782245642505586 67.074917596038517
leaf_count=25 32 12 19 62 6 33 42 79 1 237 3 35 15 61 24 92 11 21 28 61 35 32 23 25 54 24 26 19 750 2746
internal_value=0.000782037 0.00106279 0.000687273 -0.0687333 -0.0142519 0.00152374 -0.0505267 -0.0478314 -0.0628358 -0.0740289 0.0116563 0.0292827 -0.0084178 0.00109958 0.000938711 -0.0191275 -0.0389004 0.00126793 0.000867068 -0.0341391 0.00149805 0.00909792 0.0217049 0.00173771 -0.0227989 -0.0740796 0.00203497 0.0350263 0.0017746 0.00206708
internal_weight=148.87 146.141 144.858 0.855263 2.72916 1.85682 0.645832 0.872338 0.788112 0.737933 0.188316 1.21099 0.501137 144.003 143.543 2.31705 1.82363 141.226 138.509 2.45241 136.057 1.41348 2.71681 135.159 1.61789 0.413634 133.541 1.04569 132.495 131.857
internal_count=4633 4157 4125 74 476 150 67 326 320 319 82 83 48 4051 4032 164 72 3868 3821 114 3707 53 47 3672 106 78 3566 44 3522 3496
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 2 0 0 0 3 0 0 1 1 4 1 2 4 3 2 2 2 2 1 0 4 4 1 1 1
split_gain=0.218481 0.148459 0.388727 0.34036 0.325062 0.324788 0.297953 0.276362 0.324047 0.62313 0.199087 0.739517 0.577228 0.63735 0.406506 1.36963 1.38523 0.754592 0.381422 0.399624 0.719321 0.549339 0.734828 0.516621 0.451829 0.392295 0.937372 0.503438 0.435602 0.527791
threshold=90.937096262400004 85.121961326250016 -0.07490999999999999 -0.017745 82.250688042950017 -0.016014999999999998 67.058211147750015 85.307464937250003 85.619326080400015 0.085520000000000027 91.109157582800023 90.321439350550008 67.606656606400023 66.439865777750015 38.621016321050007 63.910026677050006 -0.14314999999999997 37.041406607950009 0.25799500000000009 -0.059424999999999999 -0.068964999999999985 0.075080000000000022 0.11061500000000003 71.053259929650025 96.324766355850002 38.238138001450004 35.119813570500007 83.116371560950014 69.873026810350026 74.927328095600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -5 -7 -3 9 -9 11 14 13 -12 17 -16 -17 -10 19 20 25 23 -23 -21 -25 26 -14 -28 -27 -30
right_child=-2 7 3 4 -6 6 -8 8 10 -11 12 -13 18 -15 15 16 -18 -19 -20 21 -22 22 -24 24 -26 28 27 -29 29 -31
leaf_value=7.0670161314111143e-05 -0.000916542789478453 0.0007942071325071074 -0.0021496560929504735 0.0019997373523757546 0.00085624639844264472 0.0016891470058832201 -0.0020504946738558838 0.00022893747460390803 8.8372120737051094e-05 -0.0016708622976216352 4.3214074273639868e-05 0.00096199511135370305 0.00037996070316649838 -0.0017409436157018825 0.00015935965297244538 0.00021169132600979115 -0.0022640018448506429 0.0014111465962402523 -0.0011931924428127912 0.0010414030027991498 -0.0016351477606175004 -0.0023108650283917577 4.3984294380644901e-06 -0.00082567394654810126 0.00037439530984648551 0.00091604048945799574 -0.0021116594966276575 0.0010455627370589552 -0.00033502170648783879 0.00022079617581290264
leaf_weight=7.5837868255894136 0.80599445238737999 2.3096109715988851 0.592617604736006 0.11207440122961987 0.51689649868058041 0.093689920147878802 0.65158901090580912 1.6025160504505032 4.3340155828045672 1.1331323820631949 1.6619917370844626 4.4706686560166409 1.7367427707290439 1.4339561098895499 71.776245857123286 1.6414466735823228 1.8463365180359677 2.6854169778525829 0.88819067047097533 4.3233432539855263 1.058819058787775 0.56116075639147212 8.6682628552698571 1.3059897019993538 15.787031685780674 2.2068342758575481 1.4290022667264564 0.22470977074226528 10.54553933395073 17.41601240678574
leaf_count=531 554 35 40 2 20 4 171 55 61 62 42 70 92 60 747 43 66 31 44 71 60 23 300 29 201 53 133 30 377 626
internal_value=0.000101926 0.000106737 -0.000130786 -0.000907554 -0.000371922 -0.00111238 -0.00158038 0.000120823 0.000111026 -0.000557978 0.000122757 0.000185339 4.4355e-05 -0.000783158 0.000143141 0.000101052 -0.00109887 0.000594425 8.30833e-05 0.000100452 -4.3911e-05 0.000263526 -0.000136373 0.000435863 0.000282704 6.29431e-06 -0.000626088 -0.00168265 7.73642e-05 1.11726e-05
internal_weight=171.404 170.598 9.55065 1.96687 1.37425 0.857353 0.745279 161.047 158.737 2.73565 156.002 86.7541 69.2476 3.09595 82.2835 75.264 3.48778 7.01943 66.1516 65.2634 34.6177 30.6458 9.22942 21.4164 17.093 33.5588 3.39045 1.65371 30.1684 27.9616
internal_count=4633 4079 768 237 197 177 175 3311 3276 117 3159 1018 2141 102 948 856 109 92 2039 1995 1371 624 323 301 230 1311 255 163 1056 1003
is_linear=0
shrinkage=0.00196078


Tree=975
num_leaves=31
num_cat=0
split_feature=1 2 0 3 4 3 4 4 1 0 4 4 2 1 0 2 2 2 4 1 4 0 3 3 2 1 3 3 1 2
split_gain=0.0563103 0.155747 0.155545 0.172731 0.063589 0.137548 0.101454 0.111976 0.146952 0.134273 0.0948196 0.36395 0.216224 0.197757 0.158934 0.239784 0.277216 0.152242 0.268888 0.146996 0.138761 0.329477 0.13435 0.473075 0.281395 0.278479 0.582842 0.273485 0.21419 0.206329
threshold=89.89935142405001 -0.088880000000000001 122.35979489110001 0.080375000000000016 32.724174661450007 -0.49124499999999999 34.515670600900002 33.96174662340001 69.633754036750005 91.886121982450007 37.041406607950009 36.558960102350007 -0.08158 69.873026810350026 93.308316333500017 -0.10040499999999999 -0.14314999999999997 -0.043559999999999995 35.119813570500007 65.509659264600018 37.765550062200006 92.773313165550022 0.10487000000000003 0.10685000000000001 0.22387500000000005 68.20618276945001 0.08079500000000002 0.097005000000000022 62.068432857650002 -0.16164499999999998
decision_type=2 2 2 2 2 2 2 2 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 -1 7 9 -9 -6 11 13 19 14 15 16 -8 18 -15 -13 21 -12 24 28 -22 -26 -27 -28 -24 -25
right_child=1 2 -4 -5 6 -7 10 8 -10 -11 20 12 -14 17 -16 -17 -18 -19 -20 -21 22 -23 23 29 25 26 27 -29 -30 -31
leaf_value=0.061802707058522005 -0.10104815473048781 0.05628134030241172 -0.10188076562076004 -0.10050840366848141 -0.048560166291299854 -0.052796085468963062 0.0022588671390617056 0.080450579009926748 0.0045643934635851511 0.026958117728902616 0.059500514283045682 -0.030242877971328738 -0.014419578165277442 -0.0031467413101867259 0.050584798243945607 -0.017171480889273293 0.095522162314986378 0.0014600483043973275 -0.10886772995596135 -0.10790193403329054 0.0030650547357877049 -0.0019804235926969694 -0.081039440989118527 0.032035988472065603 -0.074548260846298203 0.041369973423717898 -0.10666685943327142 -0.01305678467116766 -0.019321614553042064 -0.0047300489298389798
leaf_weight=0.1306422098814437 0.20419858883400366 0.37373079135431808 0.11801424562520424 0.086533189382862474 0.36877169876242921 0.52816595529611632 0.85710997221031004 0.56840079724497605 0.46308282115205657 0.6512070406042767 1.3675183495506638 0.39498501060734292 1.0991299497982252 0.52183692243124857 0.95645523071289051 2.0484869899228197 0.50737571576610219 1.1956555340439079 0.44634450077137444 0.6365180931170471 109.54575352093707 2.4038852389276144 1.1147425668314128 1.6880434612976429 0.88436847840057398 1.1815284923213769 0.58230628469027557 0.67257100995630026 1.1346881977806331 15.939403667871371
leaf_count=36 293 46 100 173 19 136 57 24 26 43 38 12 37 10 8 32 11 26 65 36 2821 72 14 47 56 51 41 12 28 263
internal_value=0.000785972 -0.0259695 0.000541911 0.0268037 0.000927534 -0.030071 0.00106624 0.0231491 0.0463816 -0.000345398 0.000754199 -0.0093903 -0.0452804 0.00231421 0.0145576 0.00446126 0.0369383 -0.0224088 -0.0518855 -0.0781646 0.00139802 0.0203127 0.000860629 -0.00672028 0.0021957 -0.0264826 -0.00903568 -0.0564951 -0.0499069 -0.00120925
internal_weight=148.671 0.782477 0.578278 0.460264 147.889 0.658808 147.23 2.05146 1.03148 1.01998 145.179 8.6639 2.13063 6.53326 4.36943 3.41297 1.36449 2.16384 0.968181 1.0315 136.515 3.7714 132.743 19.8769 112.867 3.32077 2.43641 1.25488 2.24943 17.6274
internal_count=4633 612 319 219 4021 172 3849 112 50 62 3737 294 85 209 108 100 68 101 75 48 3443 110 3333 352 2981 160 104 53 42 310
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=0
split_feature=0 1 1 3 4 4 2 1 0 0 0 4 0 2 3 4 3 4 4 3 1 2 3 3 3 4 3 3 0 3
split_gain=0.260203 0.248646 0.763147 0.21573 0.310331 0.281626 0.212064 0.576894 0.525093 0.374552 0.360802 0.519958 0.490227 0.362732 0.357344 0.331413 0.459568 0.785861 0.412945 0.319405 0.564716 0.403651 0.688382 0.660085 0.450083 0.580903 1.14831 0.324459 0.282142 0.248826
threshold=76.535026057600007 58.309968391300011 59.240174904450008 -0.27651499999999996 32.724174661450007 36.016191615950007 -0.031989999999999998 81.573196594050017 107.30980627685001 108.22925895745001 102.21786657775002 43.968221017800005 102.75018128760001 0.09450500000000002 -0.17949499999999999 38.474425342400004 0.13026500000000005 40.040404835300002 41.641174900500005 0.084365000000000009 64.294476189700006 -0.025719999999999996 0.087475000000000011 0.10602000000000002 0.096715000000000009 41.289992964000007 0.088565000000000019 0.079470000000000027 93.972365491700018 0.4369650000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 29 10 -9 -10 11 15 -12 -13 -11 28 17 -17 -18 20 -19 -21 -23 24 25 -24 -27 -22 -8 -6
right_child=1 2 3 4 6 -7 7 8 9 14 12 13 -14 -15 -16 16 18 19 -20 21 27 22 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00039235526337512162 0.00085333193397285883 -0.0021124216788898954 0.00062916946106616469 -0.0013037846974402595 8.7740240149657495e-05 -0.0013339849311618385 0.00096459486687824241 -0.0020682947206643178 0.0019468580613962463 0.0014045180547513792 0.001834870987544653 3.6995012454082864e-05 0.00012742566264974486 -0.0020602145047782881 -0.0014760469436565947 -0.00059597762378303827 0.0018054397042198845 0.0014431480475911259 0.00034255810639283288 0.000784000226329139 -0.00022141165289060781 -0.0017277125392608267 0.00053041978679562092 -0.00090517017979457946 0.0010508499128492354 0.00051954860821893842 -0.0022145248987467951 0.00071450886097981466 0.00022954941119104989 -0.00088868109734114404
leaf_weight=4.0676179539586874 1.7099745734594751 0.59630411490797897 0.41711458218196529 0.59020877749628553 126.2499966795699 0.86060579701734241 4.4373036802280676 0.77070932933565828 0.29174279680591986 0.23264959004882246 1.3144606910645955 0.64384515838173573 1.272199868573807 0.62474237612332217 0.57428260825508926 5.0409614343661877 1.1877980716526502 2.1242271284572807 1.9761519480962304 2.5860622748732576 2.7762649812793825 0.89213904365896901 3.5958823533728701 2.1362337325699619 2.3164835837669671 1.3050573703367265 1.0788358134450389 2.9239751471322961 3.6667712265625596 1.0114532910229161
leaf_count=476 32 52 23 166 2756 50 54 69 8 23 20 17 37 62 228 92 29 46 21 15 46 42 24 45 25 26 55 20 48 26
internal_value=9.79107e-05 0.000109293 0.00010196 0.000109597 0.000115573 -0.000693109 0.000120471 0.000238203 -0.000827534 4.28464e-05 0.000285752 0.000239079 0.000995096 -0.00099582 -0.000645541 0.000280257 0.000185044 0.000101537 0.000891748 0.00026331 0.000580242 8.50421e-05 -7.45701e-05 6.67991e-05 0.000317075 3.28205e-05 -0.000717762 0.000258675 0.000632016 7.99798e-05
internal_weight=179.272 175.204 173.494 172.898 171.62 1.27772 171.03 43.7688 1.86938 1.09867 41.8994 39.3127 2.58666 1.26859 0.806932 38.0441 29.9401 26.7761 3.16395 21.7352 7.82447 13.9107 11.3246 10.4325 8.29626 5.97978 2.38389 5.70024 8.10407 127.261
internal_count=4633 4157 4125 4073 4000 73 3834 1052 328 259 724 667 57 79 251 588 486 436 50 344 112 232 217 175 130 105 81 66 102 2782
is_linear=0
shrinkage=0.00196078


Tree=977
num_leaves=31
num_cat=0
split_feature=0 0 1 4 3 4 3 0 3 2 4 4 4 4 1 2 1 4 0 3 3 2 0 3 3 3 0 2 3 1
split_gain=0.0583912 0.453191 0.165515 0.357871 0.226111 0.18923 0.295799 0.181244 0.275706 0.150192 0.146305 0.491721 0.462181 0.28614 0.400241 0.494205 0.412343 0.27435 0.246948 0.221739 0.386982 0.477112 0.230495 0.181709 0.422214 0.167398 0.146117 0.43162 0.385969 0.233276
threshold=85.732241321850012 85.769879735700016 62.116825104000007 48.109449608500007 -0.17949499999999999 35.119813570500007 0.11636500000000001 81.90387694410002 0.10487000000000003 -0.55200499999999997 41.16018805045001 41.559097512700014 41.741384785950011 41.909642283050012 61.917879202350001 -0.088039999999999993 61.076391807500009 44.952171034750002 85.619326080400015 0.099855000000000027 -0.08138999999999999 -0.016679999999999997 75.994645973400011 -0.51222499999999993 -0.25098999999999999 0.08574500000000003 85.990333302400003 -0.09715 0.09557000000000003 61.821094709650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 7 10 8 -1 -6 19 -12 -13 -14 16 -16 17 -15 25 20 22 -22 -7 -19 -25 -17 27 28 -3 -28
right_child=1 26 3 -5 9 6 -8 -9 -10 -11 11 12 13 14 15 18 -18 23 -20 -21 21 -23 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-0.1051791014250707 0.04561879979270151 -0.013300394577661863 0.016801132313873295 0.060243390063787788 0.017117975184634142 -0.10054491968205477 -0.065668618459765266 0.10123896466539264 0.1010525484347705 -0.10872830449987025 0.050562397816205654 -0.11941947603324186 0.046935117787803689 -0.10210128987302802 -0.10597542983241047 -0.0023345826895240555 0.050824840513511271 0.051629202026496318 0.011442314868908725 0.0037886958189068867 -0.1154001553179735 0.012457522880228458 0.055763673840956964 -0.10719994546633033 0.010067088300111771 -0.10684830395160794 -0.068842573252539285 -0.020416877731501415 0.072600245947077327 0.0020221033273791155
leaf_weight=0.13979519058739853 2.289195839315652 1.0319954302394756 0.25420694635249663 0.28895075991749752 0.10992521885782469 0.11753746305475932 0.73981367552187371 0.34063660525134765 0.12087378092110157 0.69078579576171162 1.967382197966798 0.33847814713953894 1.1136916152900065 0.30576862750604084 0.75550436798948828 0.26151835324708406 1.6537304706871507 0.50588751805480603 1.4365147361531851 2.4061855988111347 0.86671232306980528 0.44002923244260894 0.47800055821426213 0.39645192787975259 1.3612108594206798 0.37017671269131824 0.46636449545621772 8.5732049612561223 1.0606790147721765 117.81275109556347
leaf_count=74 18 29 23 3 58 134 29 10 9 92 28 16 13 147 54 19 19 14 21 22 54 21 11 23 81 25 9 97 11 3469
internal_value=0.000792009 0.00151482 -0.00464089 -0.0383579 -0.0653656 -0.0018293 -0.00396257 0.0532122 -0.00954824 -0.0914516 -0.000872778 0.00551181 -0.00491676 -0.000167429 -0.00761166 -0.036757 0.0118762 -0.013193 -0.0114719 -0.0163825 -0.041897 -0.0723456 0.0249141 -0.00118293 -0.0163832 -0.0635802 0.000731826 -0.0104781 0.0302386 0.00174269
internal_weight=148.694 131.234 17.4598 1.34387 1.05492 16.1159 15.5146 0.601306 0.260669 0.800711 14.7748 10.4663 8.49893 8.16046 7.04676 2.82371 4.22305 2.56932 2.06821 4.30847 1.90228 1.30674 0.595538 2.26355 1.75766 0.631695 128.945 10.6659 2.09267 118.279
internal_count=4633 3633 1000 176 173 824 731 93 83 150 702 460 432 416 403 119 284 265 65 242 220 75 145 118 104 44 3615 137 40 3478
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 3 1 1 0 1 0 1 0 2 2 2 0 1 0 4 1 2 0 0 1 4 3 0 0 3
split_gain=0.0551301 0.330972 0.421247 0.336836 0.264918 0.569205 0.526151 0.250501 0.475629 0.548955 0.242969 0.975314 0.752633 0.330247 0.334787 0.266802 0.236125 0.23552 0.454049 0.242776 0.397591 0.943311 0.354789 0.459326 0.32102 0.589858 0.320463 0.25803 0.257496 0.786729
threshold=93.972365491700018 94.625660817400004 -0.14907499999999999 94.109476856350014 70.182199495350019 -0.16179999999999997 70.077349628250019 69.873026810350026 93.308316333500017 68.846035804500005 90.321439350550008 66.859265246100009 92.168410086200012 -0.051199999999999996 -0.10771499999999999 -0.13509999999999997 94.300357383600002 66.52858489605002 89.861713010250014 38.621016321050007 63.452988794850008 -0.14314999999999997 85.823648898300021 89.057864029250013 62.425997789000007 42.620627117000005 0.098510000000000028 88.350799540950007 87.261973998100004 0.083555000000000032
decision_type=2 2 2 2 2 2 2 2 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 16 -4 6 -6 7 8 9 10 17 13 15 14 -12 -13 -2 18 19 22 24 26 -1 -24 27 -26 -22 28 -21 -30
right_child=1 -3 3 -5 5 -7 -8 -9 -10 -11 11 12 -14 -15 -16 -17 -18 -19 -20 20 21 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0060586285634275684 0.057156125515842426 1.8406871913516681e-05 -0.022432415381401744 -0.1044438188755811 0.040735361723603855 -0.11676169434836628 0.066793521238850781 -0.049104045366753668 0.054585052418991878 -0.072859487670823772 0.034297313920109179 -0.0066202808254279258 0.018916406364260095 0.012380691760432567 0.10362350311530828 -0.11154562273169402 -0.058433136095930399 0.051020548703262961 -0.045068778819104635 -0.0018316426631399996 0.043005969401017141 -0.10578724256308281 0.074094020373950895 0.0065842611885240203 0.06635380100344003 -0.017102433956160446 -0.062739703992831283 -0.044783090598892142 0.076381939979947772 -0.00048717954407391631
leaf_weight=3.2206786299166188 0.61066197948093792 46.445875740196158 1.0963101061061018 0.9219750412430584 0.39528379851253703 0.54702860639917972 1.2596819676109579 0.95921207405626674 1.7058396172360506 0.98756960732862253 1.3395442096516488 0.32950837258249521 1.6702195100951938 1.5170653648674477 1.4512706883251669 0.91610684942861575 0.24870520679542096 0.91671535326167841 2.1722445462364695 60.57166298114953 1.0737386077526028 1.1650860281079065 1.9075279121752826 2.1367900967597961 1.9807125141378485 1.4794778270879758 0.39092400670051564 1.2936269864439953 1.7558386111631978 5.5084828324615955
leaf_count=235 42 2257 17 94 14 88 23 26 36 24 29 16 29 31 17 49 26 19 35 1153 90 59 36 31 29 19 9 11 25 64
internal_value=0.000709184 -0.00202058 -0.0349302 -0.0598961 0.002074 -0.0506944 0.0025829 0.00174428 0.00225505 0.00130323 0.00209249 0.019704 -0.0249584 0.0499343 0.0703481 -0.0837892 0.023704 0.000605803 5.98816e-05 0.00124835 -0.000437691 -0.0386351 0.0187051 0.0384257 0.000946106 0.0306703 0.014782 -0.0005417 0.00030198 0.0180926
internal_weight=147.975 49.3235 2.87765 2.01829 98.6518 0.942312 97.7095 96.4498 95.4906 93.7848 92.7972 7.22371 2.91583 4.30788 2.79081 1.24562 0.859367 85.5735 84.6568 82.4845 75.2196 2.62975 7.265 4.04432 72.5898 3.46019 1.46466 69.1296 67.836 7.26432
internal_count=4633 2436 179 111 2197 102 2095 2072 2046 2010 1986 171 94 77 46 65 68 1815 1796 1761 1459 158 302 67 1301 48 99 1253 1242 89
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=0
split_feature=2 2 0 1 2 3 4 0 2 1 3 4 1 2 0 1 0 2 3 4 1 1 4 4 4 4 4 1 2 1
split_gain=0.0560457 0.545613 0.591799 0.497226 0.472823 1.01845 0.751807 0.555174 0.724756 0.388875 0.978514 0.383231 0.310153 0.284492 1.03939 0.463797 0.388254 0.561715 0.864099 0.22588 0.694044 0.476173 0.687049 0.321335 0.482931 0.428491 0.547597 0.350171 0.568503 0.468743
threshold=-0.079369999999999996 -0.077085000000000001 94.75470680765001 62.095317438950012 -0.084729999999999986 0.095235000000000028 42.876019054300009 86.780739992750014 -0.083004999999999982 62.057679025150001 0.07914000000000003 40.250747516500006 61.076391807500009 -0.088274999999999992 86.780739992750014 61.998532946250002 93.972365491700018 -0.087660000000000002 0.086375000000000021 42.580420142950011 62.111448187750007 62.132955852800002 43.118479346150004 42.409092016550012 42.243697547450004 42.027798546600003 41.873095646600007 62.00390986255001 -0.066979999999999998 61.987779113750001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 13 6 9 -8 -9 -6 -11 -12 -3 -1 15 -15 -16 -18 -19 23 -21 -22 -23 24 25 26 27 29 -29 -14
right_child=1 12 -4 -5 5 -7 7 8 -10 10 11 -13 19 14 16 -17 17 18 -20 20 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00029698293901530805 -0.0019698848566824349 -0.054344452821307038 -0.014158950089131719 0.10148716621034047 -0.011885417717271413 -0.11545007633095872 0.041560327337272468 0.033974436521201766 -0.072422094606820656 0.05506318257419545 -0.022289409295265166 -0.12494505342780407 0.0072612164828975909 0.016826178253500922 0.081094863552965968 -0.051979527687449179 0.10257564142534002 0.076906919179968516 -0.10784791218000822 -0.094253690962343498 0.089419418070696199 -0.074560712831034437 0.0046912194451210094 0.036372163444809952 -0.052008238073264525 0.050471856872877655 -0.062461731650867984 -0.029121324019062769 0.00445772123204209 0.054013005600982766
leaf_weight=58.277587286457617 0.65305395051836956 1.0092105158219045 1.2477196302570517 1.6093996346462516 2.6369329094886762 1.0127355699660245 3.2359782204730436 1.2449085228217884 1.3181075194734146 0.51812091539613936 0.4833290393187325 1.4687677754191097 8.5298465217056201 2.0212723668664689 2.4189085513353352 1.9010837688110767 0.50993044847427915 0.45515771722420983 0.57037237707845634 0.94825766794383337 0.51382696162909258 1.347906020690061 5.8041855331648549 2.8812658271417595 1.6008294862695027 1.8919170447952627 1.2844083756790485 6.0305097242387431 30.756354008082337 2.8648315481841555
leaf_count=2391 5 180 24 81 38 36 37 13 32 14 24 58 88 16 14 24 11 11 47 36 6 64 301 38 42 43 30 113 794 22
internal_value=0.000645683 0.00272276 0.041132 0.0716244 -0.00118931 -0.0195234 -0.0106157 0.0140237 -0.0207432 -0.038593 -0.067103 -0.099528 0.000663241 0.00211391 0.0199514 -0.0165225 0.05613 0.0168013 -0.0258488 0.00152454 -0.0135478 -0.00356461 -0.0102449 0.00384968 0.00208026 0.0037662 0.00197986 0.00369772 -0.00104693 0.0190155
internal_weight=147.047 68.9735 3.51017 2.26245 78.0732 11.9189 10.9061 5.79899 2.56302 5.10715 2.47022 1.9521 65.4633 66.1543 7.87673 3.92236 3.95437 1.53546 1.02553 64.4541 8.61418 7.66592 7.15209 55.84 52.9587 51.3579 49.466 48.1815 36.7869 11.3947
internal_count=4633 1867 110 86 2766 252 216 82 45 134 96 82 1757 2514 123 40 83 69 58 1577 407 371 365 1170 1132 1090 1047 1017 907 110
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=0
split_feature=3 3 3 3 4 2 3 1 3 2 2 1 1 0 4 4 4 4 2 3 3 3 2 2 2 2 3 4 0 1
split_gain=0.206512 0.615059 0.426166 0.540801 0.881727 0.428366 0.39496 0.992626 0.370248 1.00125 0.72027 0.805036 1.06941 0.541061 0.363334 0.469378 0.789047 0.377162 0.350352 0.336289 0.332928 0.636083 0.317725 0.316422 0.26119 0.45524 0.512241 0.254756 0.236592 0.587631
threshold=-0.23921499999999998 -0.24665999999999999 -0.10696499999999999 1.0000000180025095e-35 41.909642283050012 0.04932000000000001 -0.067414999999999989 62.009286778800011 0.079605000000000023 -0.078549999999999995 -0.082275000000000001 74.026694621850012 87.143681840350013 105.93331571405001 41.600558339100012 38.751720283100006 37.345948426100009 42.546237522150008 -0.077085000000000001 0.089850000000000027 0.074735000000000024 0.078385000000000024 -0.076544999999999988 -0.040509999999999997 -0.053874999999999999 -0.033594999999999993 0.079470000000000027 42.498713093000006 99.755238930300024 73.448676123850007
decision_type=2 2 2 2 2 2 2 2 2 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 14 4 5 6 22 -8 9 10 11 -5 -13 -10 15 16 -2 -16 -11 -15 -14 -22 -4 -3 -20 -26 -27 -21 29 -1
right_child=2 23 3 8 -6 -7 7 -9 13 18 -12 12 20 19 17 -17 -18 -19 24 27 21 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-3.5150375900637339e-05 0.0012625955102418367 -0.0018280874435837326 0.001096870821639575 0.0007472682612245892 -0.0020888586201982464 -0.0013621970285223025 0.0010262300633576567 -0.0024891357074681097 9.7249345562206512e-05 0.0019731548768822447 -0.0030271348953810014 -0.0021107349129396466 0.0019748259601616311 -0.0020596646590595002 -0.0014996226220751164 0.0014017307079411026 -0.0019440631181363607 0.00035624370407131786 -0.00021392773058802469 -0.0020372868040034568 -0.0020114324646717113 0.0015675479187320198 -3.1277408439253392e-05 -0.00019226186224521492 0.002027623045332693 0.00027506204729453018 0.0020295545324574217 0.00075093233950617984 -0.0009330966109715673 0.0015516171366766502
leaf_weight=10.437495724094328 0.71913537489490298 1.1393042067065833 1.3982502783110238 2.5187970116967335 1.0488137395295778 0.96643668736942334 0.55651364009827353 0.69384704301774036 134.67068330147231 1.0256242752075193 0.32809283258393396 1.2344146115265178 0.39456829867049215 0.72547069891152094 0.48233250759949475 2.8369422607647721 0.50025087618269026 3.3115570285117428 0.94352980084659055 0.17930658151908574 0.38644601076907747 0.37734816200099885 3.0608136647788342 0.75649077154957822 1.100729374680667 3.3592060849296095 0.7902976163313723 0.4236926844532718 0.91858510675047078 0.98169544560369182
leaf_count=297 59 48 53 68 140 41 5 40 2288 56 7 192 25 303 29 117 20 149 20 135 122 34 21 26 12 102 11 47 134 32
internal_value=9.10325e-05 -0.000135524 0.000110691 8.82847e-05 -0.000417533 -0.000154958 4.93915e-05 -0.000924508 0.000114604 0.000438123 -0.000214342 -2.64477e-05 -0.000840913 8.49658e-05 0.00055648 0.00096444 -5.29301e-05 0.0001203 0.000911667 -0.00116025 0.000512279 -0.000243258 0.000322481 -0.00117533 0.000735895 0.00090659 0.000609216 -7.81666e-05 2.42511e-05 0.000101262
internal_weight=178.267 14.2336 164.033 156.183 7.72468 6.67586 5.70942 1.25036 148.458 12.4591 5.23967 4.91157 2.39278 135.999 7.85022 4.05633 1.21939 3.79389 7.21939 1.32847 1.15836 0.763794 4.45906 1.89579 6.19376 5.25023 4.1495 0.602999 12.3378 11.4192
internal_count=4633 537 4096 3722 300 160 119 45 3422 649 448 441 373 2773 374 196 79 178 201 485 181 156 74 74 145 125 113 182 463 329
is_linear=0
shrinkage=0.00196078


Tree=981
num_leaves=31
num_cat=0
split_feature=0 3 2 2 2 3 3 2 4 3 1 0 4 4 1 0 2 1 4 1 1 2 2 4 2 0 3 3 0 2
split_gain=0.0544828 0.102152 0.0860612 0.146874 0.081323 0.225859 0.288326 0.109088 0.247838 0.133698 0.102414 0.300318 0.431806 0.516674 0.4813 0.40982 0.393755 0.214879 0.203318 0.320696 0.404925 0.224259 0.468768 0.224093 0.310503 0.247102 0.222656 0.518118 0.183988 0.208807
threshold=113.1679565431 -0.15544999999999998 -0.16262999999999997 -0.045684999999999996 0.63131000000000015 -0.16179999999999997 0.098950000000000024 0.27394500000000005 39.065416244600009 0.094595000000000026 80.538140213850014 98.230883170350012 42.455548714850003 40.300545846000013 72.62331947780001 101.91675926715001 -0.22573999999999997 77.852370541550016 47.309807198350008 81.339300736700025 82.299080289250014 0.20852500000000004 -0.085550000000000001 42.455548714850003 -0.61402999999999996 112.02536183765001 0.074735000000000024 0.079205000000000012 99.647700605050019 -0.081844999999999987
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 7 -6 -7 10 9 -9 11 17 13 14 -13 -16 -14 -1 19 -12 -21 22 23 24 -22 -25 -20 -28 -15 -30
right_child=1 -3 3 -5 5 6 -8 8 -10 -11 18 12 16 28 15 -17 -18 -19 26 20 21 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.0010392099323471911 0.076017827535335342 -0.066949391508842562 -0.10334531603141187 0.026957981989396303 0.10141011863749937 -0.065529573606137273 0.081180188273494602 -0.052900745864899394 -0.10572816449211737 0.014659672239017978 0.019414006779460501 0.024882892453571868 -0.0036097705789308121 -0.02182300356043931 -0.10798898066445826 -0.00016857725908063362 -0.10611122872954087 0.048688353240145942 0.086134055802593187 -0.10432854784859076 -0.10229617428347976 0.082414147867735862 -0.082255850948457804 -0.082980395934532616 0.056691404009646673 0.09553879788415795 -0.10205176947454415 0.064562684086830038 0.0021877967667627684 0.05439988949730732
leaf_weight=124.10535046427412 0.12472631375112542 0.34064068019802007 0.13499267716815666 0.24082564036507392 0.30038847588002682 0.33124850154854257 0.22491139992780518 0.42604583462525514 0.30833368440653419 0.93736794764845399 5.3662214148789626 0.69736028136685346 0.61954913487716112 1.0607646699063478 1.1279085460409985 0.51280203788519418 0.94857059933565302 0.95369068668514856 0.69328612776007392 0.49060055916743328 0.13942534795205519 0.26212910249887489 0.72086363622020222 0.36077185149406421 1.0326464171103 0.098762333640479483 0.27834778332908172 0.56647789478302002 1.6470724488608537 1.4317981358617546
leaf_count=2782 32 365 36 30 8 27 23 48 52 18 63 6 38 29 110 51 121 67 19 65 19 11 199 85 156 6 88 15 35 29
internal_value=0.000669857 -0.0247067 0.00404107 -0.0198465 0.000816424 0.0315384 -0.00620006 0.000634674 -0.0247622 -0.00645192 0.00093134 0.000197761 -0.0185291 -0.00713088 -0.0447103 -0.0742898 -0.0656139 0.00140258 0.0106863 0.00461342 -0.0209641 -0.00532165 -0.0150978 0.0145735 0.0377788 -0.0446133 0.044134 0.00966762 0.014094 0.0264685
internal_weight=146.484 0.841185 0.500545 0.375818 145.643 0.856548 0.55616 144.786 1.67175 1.36341 143.114 133.105 8.04583 6.47771 2.33807 1.64071 1.56812 125.059 10.0095 8.47142 3.1052 2.6146 2.35247 1.63161 1.17207 0.459534 1.53811 0.844826 4.13964 3.07887
internal_count=4633 463 98 66 4170 58 50 4112 118 66 3994 3268 419 260 167 161 159 2849 726 604 541 476 465 266 175 91 122 103 93 64
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=0
split_feature=4 0 2 2 0 4 0 1 4 1 2 0 4 4 0 1 4 0 4 2 0 0 0 3 0 1 2 2 2 2
split_gain=0.0517741 0.22154 0.240386 0.225002 0.187442 0.441542 0.341631 0.389896 0.231654 0.397474 0.741505 0.22524 0.239787 0.431521 0.426722 0.475615 0.390759 0.502634 0.520028 0.319502 0.271567 0.662429 0.331671 0.400937 0.268135 0.367009 0.23886 0.376424 0.356112 0.238039
threshold=42.154118731400011 103.57284947555002 -0.18437499999999998 -0.24023999999999998 86.393602021950016 42.431220712750012 86.866770652900016 61.950140699950005 42.876019054300009 62.111448187750007 -0.078549999999999995 87.525442894850016 42.527280425250005 43.157831852650006 91.625341543800019 68.327163385350005 42.686561923500008 90.490812212800009 43.067541470150012 -0.11051999999999999 96.082805124100005 96.741477366050006 95.988709089550014 -0.20885999999999996 89.057864029250013 75.629015667650023 -0.17605999999999999 -0.15397999999999998 -0.031989999999999998 -0.083330000000000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 5 -2 8 -8 9 -6 -11 -9 -13 16 29 -16 24 -18 19 -19 22 -22 23 -17 -14 -26 -25 -28 -29 -15
right_child=4 2 -4 -5 6 -7 7 11 -10 10 -12 12 13 14 15 20 17 18 -20 -21 21 -23 -24 26 25 -27 27 28 -30 -31
leaf_value=0.0024141329552130461 -0.081643282122827329 -0.10082331882787243 -0.072851334565103384 0.086478243032321975 -0.045511586832922564 -0.0072607639911266234 -0.12111976112520613 -0.03197613297511364 0.046157487991345295 -0.06547248306926122 0.10143694025181967 0.021044613383690822 -0.048728123904717424 0.059019400574111182 -0.10522903279277351 0.077642475023534469 -0.12309112617573115 0.022348505841477604 0.077275708983142219 -0.092866903042589891 -0.11601254460999622 -0.0009551093750684277 0.1118498572647707 -0.10278301189762445 0.042663994688506429 -0.025381490898163078 0.10530526686343065 -0.079659130089509769 0.043730394138200124 0.010402004000210656
leaf_weight=96.997412156542168 0.84810073827611532 0.09080767195041517 0.77372304604108311 0.21836484231698705 0.962914459407329 13.522831578635303 0.27282108273357408 2.1666715188121115 2.6888378786388785 0.41542312037199747 0.74081190675497022 5.091812829548874 1.114003993570807 1.9697577852421089 0.44586226716637511 0.66220125393010754 0.77666251314803991 0.34538414093003666 0.37904194060956786 0.79399890169770493 0.54018214205279935 6.7930674457202258 0.4016030579805373 0.26080245572666205 1.5696862740442159 1.6011982374984652 0.2765709976665679 0.54963894462707719 0.40717340780974753 2.0606137562863287
leaf_count=1969 47 144 477 19 9 559 5 35 24 5 57 124 12 44 44 25 14 16 29 49 18 598 3 35 16 41 3 157 15 40
internal_value=0.000598117 0.00191197 -0.0430683 0.0314655 -0.00210581 -0.0116504 0.00201492 -0.00214768 0.0266709 0.00194566 0.0414681 -0.000996923 0.00158079 -0.00315039 0.0065627 -0.00419838 -0.0243591 -0.0576566 -0.0241873 -0.0579414 0.000355726 -0.00943048 0.0284108 0.0128712 -0.0065241 0.00830314 -0.0158344 0.00255109 -0.0271505 0.0341627
internal_weight=145.738 98.0803 1.0829 0.309173 47.6577 14.3709 33.2867 28.4788 4.80799 2.11915 1.15624 28.2059 26.0393 20.9474 14.3675 10.3371 6.57998 2.29509 1.51842 1.13938 9.89124 7.33325 2.55799 2.15639 4.28489 3.17088 1.49419 1.23338 0.956812 4.03037
internal_count=4633 2609 640 163 2024 606 1418 1323 95 71 62 1318 1283 1159 982 898 177 108 94 65 854 616 238 235 69 57 210 175 172 84
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=0
split_feature=0 1 3 0 0 3 1 3 0 0 3 3 1 4 1 1 4 3 2 2 3 3 3 3 3 3 1 2 0 3
split_gain=0.218398 0.381495 0.664016 0.629566 0.579793 0.560562 0.505729 0.594551 0.32121 0.290864 0.933646 0.593001 0.457518 0.257317 0.43947 0.420531 0.408393 0.462312 0.349832 0.446149 0.312954 0.512493 0.408453 0.274908 0.215024 0.395099 0.628521 0.438837 0.923183 0.939726
threshold=98.230883170350012 78.196493182200015 0.087700000000000014 99.403050915200012 100.35207663525001 0.089705000000000021 72.62331947780001 0.12140000000000002 101.11291028615001 97.491557184450016 0.091290000000000024 0.10821500000000002 75.424692849750016 44.578137159850009 75.180043159850015 74.927328095600004 48.109449608500007 1.0000000180025095e-35 -0.61402999999999996 -0.098419999999999994 -0.55393499999999996 -0.25098999999999999 -0.17949499999999999 -0.24748499999999998 0.092485000000000026 0.087785000000000016 75.085947125300024 -0.094409999999999994 87.525442894850016 0.088890000000000011
decision_type=2 2 2 2 2 2 2 2 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 -3 -5 -4 -7 8 -8 13 12 -12 -11 24 15 16 18 20 -15 23 -18 -22 -23 -20 25 26 -1 -27 29 -29
right_child=1 3 5 4 -6 6 7 -9 -10 10 11 -13 -14 14 -16 -17 17 -19 19 -21 21 22 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.00018652524368797696 -0.0020773596158285483 -0.0023244118928125003 0.00093502207549235009 0.0011097268934565686 -3.449543425792775e-06 0.00068971502453413344 -0.0021578779850144358 0.00028775048587057308 -0.00027240570746815527 0.00040478383693435302 -0.00091056821990451349 0.00084503545163229434 0.0017283382580382466 0.0016508623129848062 -0.0020969254891556157 0.0018127921475244611 0.00093425283763649359 0.0011788426451878186 0.0002955087183427317 -6.4557079958666965e-05 -0.0021511973593318972 0.00084324129948438033 -0.0012717064129639602 -0.002090628268643333 0.00023308768726866473 0.00021794719929773236 -0.00099295131165488501 -0.0023173747412647923 0.00016229668681660024 -0.00051124367053144817
leaf_weight=57.57624866497099 0.88309447890788106 0.41385673164041037 1.1967508536763487 2.0264285251032588 16.020574559109605 0.86431350023485753 1.3527240070980044 0.88210647087544192 0.46741629444295529 1.812065417296252 2.0494449193356563 1.1574856024235485 2.2520290538668633 0.20377392601221789 0.46068101604760148 0.40767636818782182 0.62401438876986537 1.2033418959472326 0.21862544946998252 1.0777745953200786 0.61461872805375684 0.8642617333680398 0.59125295234844 1.2301164982200135 49.902317964144459 7.5024576065916362 1.7910366526448331 1.3775003300397637 6.4441038776421919 5.6515225707480568
leaf_count=1263 125 8 14 31 1400 9 62 32 15 19 36 27 24 4 83 5 10 30 22 51 21 11 42 215 680 102 49 42 102 99
internal_value=0.000103113 -6.97033e-05 -0.000515709 6.67111e-05 0.000121545 -0.000226186 -0.000615827 -0.0010334 -0.00167368 0.000131843 0.000514057 -0.000276914 0.0011382 0.000111667 -0.000241593 -0.000120106 -0.000238999 0.000168378 -0.00082053 -0.00101986 -0.000282946 -0.000649854 -1.58837e-05 -0.00173054 0.000131998 6.92099e-05 0.000150942 -0.000162117 -0.000373754 -0.000865197
internal_weight=169.12 24.1073 5.64641 18.4609 18.047 4.76331 3.56656 2.70225 1.82014 145.012 7.27102 3.20693 4.06409 137.741 7.49614 7.03546 6.62778 3.89749 2.73029 2.52652 2.69415 2.07013 1.45551 1.44874 130.245 80.3429 59.3673 20.9756 13.4731 7.02902
internal_count=4633 1696 257 1439 1431 132 118 109 77 2937 106 63 43 2831 494 411 406 114 292 288 84 74 53 237 2337 1657 1312 345 243 141
is_linear=0
shrinkage=0.00196078


Tree=984
num_leaves=31
num_cat=0
split_feature=4 2 2 4 2 2 4 2 4 4 2 3 4 1 1 4 0 3 3 2 1 0 0 4 2 0 2 2 2 0
split_gain=0.0529221 0.138129 0.200809 0.10332 0.14347 0.224075 0.0785155 0.0739279 0.0711062 0.319164 0.209116 0.213342 0.19484 0.180372 0.293968 0.112577 0.284905 0.125749 0.261415 0.118039 0.288822 0.492575 0.289784 0.262699 0.110981 0.361358 0.177765 0.198927 0.215578 0.394098
threshold=32.724174661450007 -0.10771499999999999 -0.056184999999999992 34.424709467050008 0.18839000000000003 -0.117885 30.518512326550006 -0.093604999999999994 37.041406607950009 36.558960102350007 -0.08158 0.10176000000000003 36.377496227400009 69.633754036750005 71.246828915000023 37.765550062200006 92.773313165550022 0.092895000000000019 -0.086715 0.24901000000000004 68.20618276945001 100.53758024625002 86.036037090600004 40.858951393400005 0.20852500000000004 94.109476856350014 0.18839000000000003 0.12616000000000002 0.15684000000000003 88.350799540950007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 -2 -4 -7 9 12 11 -11 13 -5 -15 16 -10 18 -18 24 22 -22 -21 -23 26 -26 27 -17 -29 -30
right_child=3 2 6 8 -6 7 -8 -9 15 10 -12 -13 -14 14 -16 19 17 -19 -20 20 21 23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.10429005589004892 -0.034718628836855572 0.065767102066374414 0.012023028907598557 0.0092848824714679892 -0.037210300505778657 0.08886264675512133 -0.10666613545037849 0.036029697556484282 0.055792120050719034 -0.037919866709032371 -0.012159555013777509 -0.13278521935091664 0.058531157380890354 -0.0088052825315524941 -0.10574382564438688 0.00050073496490653181 0.029140951679613555 0.014276092319509649 -0.085219468032428095 0.011521348713079856 0.064418503306422389 -0.10498923782818342 -0.11181908557872236 -0.0073454352870259412 0.087312142956363498 -0.016399685126496859 -0.038404311336508255 0.066249707273874872 -0.063079926943686901 0.044769037179345453
leaf_weight=0.17332117616393816 0.31708862994537401 0.23510130171572996 0.087023640317282935 4.0881857446620398 0.30040798321715545 0.50352447177647242 0.15502171197749703 0.5587420527226632 1.3060392050538205 0.59271270932231379 1.077338395425613 0.3950777818208735 0.56498219763307123 1.6572465311328417 0.38561979385372058 122.70222532742946 0.35991320796893012 1.5466099077475517 0.44954988870267698 0.29231480473390492 0.76565956868580576 0.3924980932351898 0.54682083417719696 0.92457104150162195 0.6015932960435737 0.76084021838323679 1.151866928077651 0.96034342347411383 0.53485376690514363 0.9244455765146995
leaf_count=133 43 33 52 112 13 15 23 38 38 37 37 18 18 22 111 3456 21 28 42 16 38 54 44 33 13 35 27 34 17 32
internal_value=0.000629005 -0.0278308 -5.73155e-05 0.000756974 0.0254135 0.0390523 -0.0639933 0.061073 0.000467306 -0.00826124 -0.0426298 -0.0758623 0.00233839 -0.00283982 -0.0271038 0.00103706 0.0183293 -0.00243738 -0.0343712 0.000552015 -0.0193212 0.000635316 -0.0688532 -0.0364441 0.00100696 0.0293951 0.000700661 0.00106066 0.029455 0.00524087
internal_weight=145.312 0.650468 0.477147 144.661 1.67976 1.37936 0.242045 1.06227 142.981 8.76116 2.06513 0.98779 6.69603 6.13105 2.04287 134.22 3.66211 2.35607 0.809463 130.558 2.92186 2.08273 0.839136 1.31707 127.636 1.36243 126.274 125.122 2.41964 1.4593
internal_count=4633 241 108 4392 109 96 75 53 4283 355 92 55 263 245 133 3928 129 91 63 3799 185 125 60 87 3614 48 3566 3539 83 49
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=0
split_feature=3 3 3 3 4 3 2 4 4 4 4 1 2 0 1 0 2 1 3 3 2 3 0 1 3 1 2 4 0 2
split_gain=0.0519942 0.38802 0.353177 0.306008 0.556803 0.271262 0.265357 0.249506 0.280596 0.539096 0.244734 0.234957 0.216766 0.170282 0.453479 0.327373 0.376168 0.222562 0.255318 0.474567 0.212302 0.210838 0.168833 0.468408 0.151785 0.668727 0.323884 0.149572 0.147376 0.37816
threshold=-0.23921499999999998 -0.24665999999999999 -0.10696499999999999 1.0000000180025095e-35 41.909642283050012 0.072890000000000024 -0.040509999999999997 41.600558339100012 38.751720283100006 37.345948426100009 42.546237522150008 65.036490633650018 0.04932000000000001 99.755238930300024 73.448676123850007 93.047535894850014 -0.23353499999999996 61.93938686740001 -0.25587999999999994 -0.26804999999999995 -0.16262999999999997 -0.54009999999999991 87.261973998100004 62.046925192600007 -0.067414999999999989 62.009286778800011 -0.076544999999999988 39.955516828000007 104.22883325935001 -0.088880000000000001
decision_type=2 2 2 2 2 2 2 2 2 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 7 4 12 11 -3 8 9 -2 -9 -5 24 14 15 16 21 18 19 -18 -15 -1 23 -10 26 -26 27 -4 -7 -30
right_child=2 6 3 5 -6 28 -8 10 22 -11 -12 -13 -14 20 -16 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.007525923642440209 0.06393572361956798 -0.088147646490322806 0.01728602417434618 0.073744897130728404 -0.10502318461315492 0.0010415093413662444 -0.005261136620042091 -0.075778389544422148 -0.11726146087416123 -0.10179170417377753 0.015176668562912192 -0.00033162084984659449 -0.061838715707781315 0.013091028825361764 0.081930703317307396 -0.060086090209617339 0.06048976473575355 0.0037736299931262021 0.10308724852673341 -0.10902049416448577 -0.10341235448000081 -0.10587597148172756 0.080380945695224443 0.094150486365996724 0.049572080410092055 -0.1186943064751514 -0.012046595744582849 0.094604547105516357 -0.08311055464593553 0.0046310411287667306
leaf_weight=0.43049099540803581 0.48106558615199846 0.88722513565517147 0.5133611394494435 0.95239937119185814 0.71261768702788675 117.40160321280564 0.6840326215205994 0.33651801128871772 0.17341265291906927 0.331561788887484 2.4466308509545343 0.77791975265336077 0.71849952855154686 0.29276668726197386 0.7025225934339695 0.86210355459479693 0.60408985981393482 5.8853923795140872 0.52754441254364948 0.22730654460610822 0.33584169482492221 0.44153285711763146 1.6380079202353952 0.2648785961791873 0.45216584624722544 0.49446820718594608 2.5769626899927971 0.48806613098713569 0.74336751537896395 1.4480716203870532
leaf_count=32 59 48 45 12 140 2566 26 29 82 20 149 40 41 47 32 28 85 72 8 8 87 64 30 5 5 40 21 8 416 388
internal_value=0.000565877 -0.00577235 0.00113227 4.42434e-05 -0.0220855 0.00113066 -0.0520638 0.0255473 0.0461332 -0.00368307 0.00417905 0.0404415 -0.010814 0.0012828 0.00455767 -0.00149641 0.00472688 0.0121961 0.0486727 0.0141451 -0.0491523 -0.0573236 0.0656305 0.010504 -0.00271206 -0.0383208 0.00670794 0.0549688 0.000561899 -0.0251322
internal_weight=144.832 11.8808 132.952 127.28 5.95614 121.323 1.57126 5.67208 2.88893 0.812627 2.78315 1.73032 5.24352 10.3096 9.68098 8.97846 8.11636 7.24433 1.35894 0.831396 0.628608 0.872024 2.0763 0.438291 4.52502 0.946634 3.57839 1.00143 119.593 2.19144
internal_count=4633 537 4096 3722 300 3422 74 374 196 79 178 52 160 463 329 297 269 173 101 93 134 96 117 87 119 45 74 53 3370 804
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 1 3 0 2 3 2 2 1 0 0 3 2 2 0 3 3 0 0 3 4 1 1 1 0
split_gain=0.175286 0.96565 1.12098 0.815734 0.58595 0.873407 0.651991 0.577298 0.515101 0.387289 0.374253 0.363958 0.655702 0.452108 0.529235 0.504602 0.77528 0.658689 0.819637 0.572767 0.541436 0.845221 0.765212 0.544927 0.581907 0.523454 0.803901 0.640546 0.453075 0.387678
threshold=66.859265246100009 90.321439350550008 65.765062787050013 91.498984011650009 91.886121982450007 90.60910437050002 67.606656606400023 0.4149000000000001 92.464140480550014 0.20852500000000004 -0.16179999999999997 -0.059424999999999999 -0.068964999999999985 68.20618276945001 92.773313165550022 97.491557184450016 0.090465000000000031 -0.10040499999999999 -0.079369999999999996 100.19345760555002 0.090235000000000024 0.10821500000000002 98.752444047600008 98.51854819030001 0.087475000000000011 43.426369480700011 71.504920895500007 69.999384342500022 77.209829048350016 96.741477366050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 -3 5 6 -2 11 -5 -1 -8 12 13 -6 -15 16 25 -18 -19 20 23 22 -22 -17 -25 27 -27 -16 -21 -29
right_child=4 3 -4 8 7 -7 10 -9 -10 -11 -12 -13 -14 14 15 19 17 18 -20 28 21 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=0.00010029975287647778 0.0015663150600278525 0.001311324589559462 -0.0019317274999905291 0.00089230925438464484 -0.0022406570698907148 -0.0019814553121377397 0.00041615664724054734 -0.0020656365815609028 -0.001646621877323288 0.0010266332064990302 -0.002197615095521477 0.00022941331417135718 -0.0015993492293804366 0.001437007416429308 0.00062659505626387721 0.0014045167532281398 0.00073751793294299926 -0.0020795949712083882 0.0001554207697671342 -0.0021046973805515109 -0.0017917201535580345 0.0010491096977113469 0.00080191705750364385 -0.0013271796069085412 0.00099731426298271071 -0.0016413774914804313 0.00078331282539106895 -0.0019444973385638995 -6.9637843038859558e-05 -0.00074840289103759528
leaf_weight=91.938657126994713 0.69966327957808905 4.5011452650651327 1.037379381712525 0.56594784837216117 0.34909354464616527 1.3769785147596847 0.39117469944176264 0.49090904712022521 0.67202380340313539 1.7686211911495764 0.45628930999009754 29.056814956749349 1.0452009572400118 0.95962479303125547 0.68934595957398581 3.3871167875477131 3.5785060746129602 0.89527658277802435 2.1357864285819232 0.44379009805561409 1.2851342643843966 1.4999946597963569 0.66295332918525662 0.70008446795691259 1.0134286647662518 0.78000120482465751 1.6125765157339627 2.3406691999698523 8.0510897436786291 1.877529621531721
leaf_count=1733 9 59 22 10 20 70 12 43 34 45 53 841 66 12 10 30 60 47 26 41 40 19 19 54 7 114 106 120 891 20
internal_value=9.11398e-05 0.000142651 9.53427e-05 0.000923643 1.24515e-05 -0.000845553 0.000165426 5.23672e-05 -0.000485931 0.000117783 -0.000991143 6.90394e-05 -7.08689e-05 -2.13503e-05 2.92654e-06 -4.15334e-05 -0.000318656 0.000167839 -0.00050473 0.000184634 0.00054295 -5.72227e-05 -0.00090908 0.000948673 4.76034e-05 -0.000759132 -7.15737e-06 -0.00112574 -0.000175954 -0.00141211
internal_weight=166.263 100.484 94.7447 5.73912 65.779 2.92411 1.54713 62.8549 1.23797 93.7073 0.847464 62.364 33.3072 32.262 31.9129 30.9533 13.9097 6.60957 3.03106 17.0436 8.54871 3.44808 1.94809 5.10063 1.71351 7.30012 2.39258 4.90754 8.49488 4.2182
internal_count=4633 1903 1800 103 2730 144 74 2586 44 1778 65 2543 1702 1636 1616 1604 503 133 73 1101 169 78 59 91 61 370 220 150 932 140
is_linear=0
shrinkage=0.00196078


Tree=987
num_leaves=31
num_cat=0
split_feature=4 2 2 4 4 3 3 3 2 4 2 0 2 3 4 3 2 4 2 3 1 1 2 0 3 2 2 1 3 1
split_gain=0.0485692 0.125911 0.175283 0.0849896 0.072947 0.0585205 0.312891 0.271229 0.269729 0.32279 0.320098 0.33756 0.240353 0.237042 0.529074 0.237559 0.643082 0.584213 0.533128 0.511593 0.378995 0.951364 0.363872 0.498303 0.326785 0.223503 0.173055 0.16977 0.362076 0.283723
threshold=32.724174661450007 -0.10771499999999999 -0.056184999999999992 33.361153777850006 30.518512326550006 -0.23921499999999998 -0.24665999999999999 -0.10696499999999999 -0.036264999999999999 48.914776625700007 0.26597500000000007 90.189704902150012 -0.040509999999999997 1.0000000180025095e-35 41.909642283050012 0.079745000000000024 -0.066979999999999998 41.772405911750006 -0.033594999999999993 0.079470000000000027 73.007768990450018 87.143681840350013 -0.095074999999999993 91.109157582800023 0.077440000000000023 -0.071969999999999992 -0.081844999999999987 81.573196594050017 0.086255000000000026 83.602982482550019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -2 -4 6 -5 8 9 25 11 -10 -8 14 -9 16 17 22 -18 -20 24 -22 23 -15 -19 26 -7 -17 -29 -30
right_child=3 2 4 5 -6 7 12 13 10 -11 -12 -13 -14 15 -16 27 18 20 19 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.10390675956095939 0.035778094131540018 0.06158643483752823 0.010526949780789351 0.00019225512201436485 -0.10607410561386213 0.046978174259112382 -0.084124775525620588 -0.0088076514400477288 0.063070907214439864 -0.037663779633681768 0.054349985930128443 -0.073660819200884645 -0.004486614341181464 0.061096080680594578 -0.1045690639247477 0.00036690191443417556 0.10012301948256569 -0.0017105087061807579 0.0034038528408518731 0.10183658171279636 -0.1052458507706085 0.04729546628987677 -0.12390294897454497 -0.11120328031752461 0.076730222784134827 0.10695985318650328 -0.025811012457146551 -0.10455546071876853 0.033367888577021027 -0.054125438199264297
leaf_weight=0.15953965347415533 0.68765950125179998 0.22698261690584332 0.085775224994676047 9.8672113569809863 0.14327556042769629 2.405451464044746 0.8444038737907249 5.1075421941477535 0.23181725322865421 0.49887196297640901 0.49195117395720434 0.81652597743959632 0.68754404200444585 0.37135071121156216 0.65041705737166911 109.04445338840378 1.2174508929902002 1.0167381262726856 2.6781564781067559 0.6576788114834925 0.77424970475203714 0.8663505841686856 0.59603388351388253 0.30630128121083544 1.1119322600861776 0.54804436862468753 0.37794579565525044 0.48202471610079456 0.84576642479805719 0.6597488804935665
leaf_count=133 36 33 52 370 23 201 48 137 54 30 26 36 24 9 140 2121 22 23 100 15 175 133 13 67 89 4 4 160 51 304
internal_value=0.000586541 -0.0274428 -0.000692549 0.000706492 -0.0624092 0.000538023 -0.00633582 0.00113272 0.0231427 0.0373541 -0.0121973 -0.0434257 -0.0483829 0.000197441 -0.0196248 0.00114362 0.0162387 -0.00835947 0.0434821 0.0228104 0.011426 -0.0246935 -0.0669113 -0.0167839 0.0392638 0.0485878 0.0370944 -0.000161012 -0.0291245 -0.00497355
internal_weight=144.459 0.615573 0.456033 143.844 0.229051 143.156 11.3992 131.757 5.37061 3.83031 1.54029 1.04834 1.53195 126.386 5.75796 120.628 9.59624 5.04296 4.55329 3.33584 3.76927 1.6406 1.27369 0.677652 2.12867 3.33144 2.7834 111.032 1.98754 1.50552
internal_count=4633 241 108 4392 75 4356 442 3914 355 239 116 90 72 3559 277 3282 646 509 137 115 420 308 89 76 112 209 205 2636 515 355
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=0
split_feature=2 1 0 0 0 4 3 3 3 4 3 4 2 2 4 3 2 3 3 3 2 4 0 3 2 3 3 2 1 4
split_gain=0.0483032 0.267914 0.355673 0.278078 0.371219 0.295419 0.309746 0.531072 0.395886 0.387479 0.299558 1.10854 0.536314 0.280991 0.820744 0.292549 0.860691 0.277403 0.240163 0.222268 0.207236 0.241148 0.192532 0.177242 0.177019 1.0096 0.433031 0.381998 0.379513 0.404914
threshold=-0.033594999999999993 81.573196594050017 107.30980627685001 102.21786657775002 102.75018128760001 38.474425342400004 0.12376500000000003 0.11071500000000002 0.096715000000000009 39.656620114300004 0.08846500000000003 41.289992964000007 -0.013285 0.04932000000000001 40.636252116050009 0.070640000000000022 0.26597500000000007 0.077080000000000023 0.10131500000000003 -0.13578999999999999 -0.0098449999999999979 41.641174900500005 108.22925895745001 -0.17949499999999999 -0.053874999999999999 0.096480000000000024 -0.078164999999999998 -0.063379999999999992 70.663433500700009 40.099856909850011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=24 3 -3 5 -5 -2 7 8 9 -7 12 -12 17 14 -14 16 -15 -11 -10 -16 -8 -22 -4 -24 27 26 -26 -1 29 -29
right_child=1 2 22 4 -6 6 20 -9 18 10 11 -13 13 15 19 -17 -18 -19 -20 -21 21 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00065601533279271334 0.021401493788627407 -0.10395593258215081 0.096159284638529172 0.091002011492847978 0.00092393177653892443 -0.054944227857386188 0.00703345277763148 -0.059197468940044219 0.057845321504061326 0.0015718735499367167 0.0023796678684589474 -0.11426920606843134 0.096692977275234265 -0.10956631535554383 0.0072545806877781852 0.011153174229070435 0.080822373344200518 0.083239875234473015 0.0075215586017010928 -0.11327818669963291 0.089631170846780045 0.0076698094834311142 0.052682725833619895 -0.071406966836247407 -0.033669796070549589 -0.068579537484071945 0.018682059337902051 0.081432399958007093 -0.027493045271826989 0.015667956610568159
leaf_weight=91.699643656263277 7.0265014837787012 0.53062167901407409 0.17395025578298373 0.86063771881163009 0.97669517574831843 1.6328719621524346 2.7194413808174431 1.7506093068514008 1.5037855515256513 0.63821053125139471 3.4517746947240076 1.0663640095153821 0.30381786229553664 0.70651839891343093 0.18806490521546937 6.2295032761430775 0.35764195199590176 1.1941115372756028 2.5674158832989633 0.82034522872709192 0.82010504091158398 0.63842906523495913 0.18131534196072607 0.31521412758183942 2.1707607550197281 2.4834387264381803 5.8056395086987305 1.5639287717640393 0.9821472414623712 2.3326206514029764
leaf_count=3076 144 87 8 20 45 34 13 34 21 28 41 73 10 76 61 132 11 41 48 64 30 19 33 255 22 43 55 24 49 36
internal_value=0.000529199 0.00366234 -0.0427863 0.00523597 0.043118 0.00316544 -0.00165368 -0.00631387 -0.00183292 -0.00869038 -0.00364058 -0.0251516 0.00567038 -0.00478884 -0.0473895 0.00287559 -0.0455807 0.0547943 0.0261097 -0.0907993 0.023344 0.0537551 0.00562379 -0.0260937 -0.000543708 -0.0129009 0.00443461 0.000794622 0.0280607 0.0420633
internal_weight=143.692 36.6539 1.2011 35.4528 1.83733 33.6155 26.589 22.411 20.6604 16.5892 14.9564 4.51814 10.4382 8.60589 1.31223 7.29366 1.06416 1.83232 4.0712 1.00841 4.17798 1.45853 0.67048 0.496529 107.038 10.4598 7.9764 96.5783 4.8787 3.89655
internal_count=4633 1328 383 945 65 880 736 674 640 571 537 114 423 354 135 219 87 69 69 125 62 49 296 288 3305 120 77 3185 109 60
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=0
split_feature=1 1 2 1 1 2 2 2 0 4 4 2 4 4 4 3 4 2 4 0 0 1 0 3 2 1 0 2 0 0
split_gain=0.0485241 0.629397 0.251398 0.427533 0.940038 0.641248 0.487297 0.417577 0.323728 0.52995 0.551996 0.819707 0.457405 0.427435 0.354746 0.37058 0.676497 0.296534 0.262187 0.352203 0.311928 0.207341 0.383055 0.356976 0.304895 0.286104 0.318292 0.402072 0.32328 0.650183
threshold=62.041548276350007 62.036171360100006 -0.095074999999999993 62.00390986255001 61.885617704800005 -0.26416999999999996 -0.10771499999999999 -0.092084999999999986 86.09518316945001 43.847983878700006 41.873095646600007 -0.082654999999999992 40.574766824850009 41.542492784600007 42.844429421150004 0.088145000000000015 41.489621506400006 -0.084259999999999988 39.476991512000005 85.799452775150016 84.226704768850013 62.095317438950012 86.474255765850003 0.08919500000000001 -0.074029999999999999 62.116825104000007 85.769879735700016 -0.22147500000000001 86.103248543850015 86.692020874450009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 6 -6 -1 -4 9 10 13 -12 -10 18 15 -14 -17 -11 20 -20 -9 22 24 -24 -2 -23 27 -27 -28 -30
right_child=21 -3 7 -5 5 -7 -8 8 12 17 11 -13 14 -15 -16 16 -18 -19 19 -21 -22 25 23 -25 -26 26 28 -29 29 -31
leaf_value=0.011086827778170286 0.012502433269153465 0.088002705519987123 0.059160887362843952 0.04570343062889265 0.0066908208133930145 -0.12075838395899548 -0.05880392899752393 -0.018885137923639203 0.048698244316737194 0.10630310821176235 -0.0044375948450878734 -0.11337875531187276 0.022747933879446625 0.040470929928804494 0.028240470661527118 0.0042618683026792881 -0.081897545446406386 0.010927247171027811 0.0063573903638137613 -0.039563437719698551 0.04621477862773482 0.025591518353165282 -0.060149681866569826 -0.0048597018592731389 -0.030560465223064257 0.012931844075283827 0.038581436796801954 -0.094343983992639033 -0.044765373109619921 0.0013164976402968043
leaf_weight=5.2127787161871302 5.9191641841316587 0.86079249763861199 1.4093231055885542 1.1070274916201004 0.56340213678777207 1.3190057176716434 1.2336934749037016 1.4372862446471173 3.0970205552875987 0.6035606637597084 1.6047087595798053 1.2125770921175003 2.1340960431843978 1.9684592888224859 3.8628461360931396 2.343583296053112 1.4911167239770291 0.70882128589437232 2.7888367459818255 4.1640542587265372 1.5085472818464039 4.5039641116745761 2.5908135138452044 2.1259562894701958 2.2765003617678294 0.62285517368013643 2.1740624131634823 0.79574081241298589 3.1869390062056473 77.970367205659301
leaf_count=330 54 25 15 29 3 141 18 33 32 4 37 137 23 25 21 21 38 41 53 31 17 95 37 12 36 97 57 83 36 3052
internal_value=0.000480983 0.00340406 0.00157302 -0.0126823 -0.0204426 -0.082613 -0.00228851 0.00600726 0.00341749 -0.00609314 -0.0115344 -0.0513265 0.0151851 -0.00208772 0.00462833 -0.0106528 -0.0292411 0.0547903 -0.0105509 -0.0211444 0.0144522 -0.000681523 -0.0125255 -0.0352292 0.000540901 0.00103196 -0.000273238 -0.047243 0.000526353 -0.000493076
internal_weight=142.798 40.6315 39.7707 9.43591 8.32888 1.88241 6.44647 30.3348 28.9255 15.9969 14.6845 2.81729 12.9287 11.8672 9.83164 5.9688 3.8347 1.31238 9.89872 6.95289 2.94583 102.166 12.9124 4.71677 8.19566 89.2539 84.75 1.4186 83.3314 81.1573
internal_count=4633 1074 1049 521 492 144 348 528 513 378 333 174 135 159 103 82 59 45 134 84 50 3559 139 49 90 3420 3325 180 3145 3088
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=0
split_feature=1 0 0 3 3 3 3 3 3 4 4 2 0 0 3 2 4 1 1 0 0 2 3 1 3 4 2 3 1 0
split_gain=0.163475 0.150936 0.390047 0.275607 0.223927 0.243753 0.21378 0.273984 0.438946 0.3234 0.474581 0.465779 0.343971 0.512281 0.338279 0.369214 0.316667 0.295047 0.306505 0.295288 0.223604 0.851662 0.560988 0.637359 0.63735 0.225782 0.203511 0.527831 0.393508 0.192861
threshold=90.679004281900021 85.732241321850012 85.769879735700016 -0.27118499999999995 0.4369650000000001 0.42293500000000012 0.11768500000000003 0.10087500000000002 0.096915000000000015 41.243661560350013 41.559097512700014 -0.082654999999999992 85.662341410450011 85.121961326250016 0.077440000000000023 -0.017745 39.788107623550012 61.546871980350012 57.027573863050009 78.099708689550013 85.431134011250023 -0.088039999999999993 1.0000000180025095e-35 61.923256118600001 -0.144095 43.968221017800005 -0.23353499999999996 -0.23921499999999998 57.027573863050009 93.047535894850014
decision_type=2 2 2 2 2 2 2 2 2 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 29 5 -5 7 8 9 12 -11 20 13 17 15 -13 -9 18 -1 -20 22 -22 24 -24 26 -25 27 28 -12 -4
right_child=-2 2 3 4 -6 -7 -8 16 -10 10 11 14 -14 -15 -16 -17 -18 -19 19 -21 21 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0020128427064877155 -0.00077873783849286536 0.00090816937318812234 -0.00020971384384301086 0.0001259533061835092 -0.00077217269793716499 0.00063885937150975707 -0.00097750372088069954 -4.3037595569903412e-06 -0.0016094907569050073 0.0010369673420644536 -0.0021058717267548911 -0.0022530416406923272 -0.0023396179947763472 0.0013518315341534064 -0.0021163731542536536 0.0013177833560290095 0.0010735430307513248 -0.0021545987958057544 0.0016459193027242903 -0.00060008653363135167 -0.0016296836973182668 0.00048936329516463626 0.0016903181957544395 -0.0021585190020002353 -0.0020983824494658077 0.00030567093898785076 0.00096307980933937041 0.00152056406263992 0.00039588432038080684 -0.0015570460299302988
leaf_weight=0.331821975487406 0.7927586868617017 2.471249993890523 1.3860390614718188 135.08355348109421 1.0436683796749537 3.6588224421720943 0.90486189414514129 2.603566348552703 0.73296753957402039 1.7391128056333389 0.56601563204822025 0.1745035841158824 0.39849475258961309 0.51809531892649818 0.68911948619643226 0.30750224085931843 1.7539585937629452 0.49227972375729212 0.34032711314102904 0.66442678647581488 1.1907425461104142 1.8812654825160278 1.6660435345256703 0.23662912286818016 0.56790752381130083 0.36111969512421638 0.87847649306058828 0.45203581464011233 0.42190932284574956 0.57913704551356193
leaf_count=77 570 18 29 2895 29 25 32 30 23 22 43 23 7 28 70 97 35 143 52 33 60 16 27 9 79 61 12 8 13 67
internal_value=0.000109519 0.00011381 0.000135885 0.000122421 0.000132673 0.000139479 -4.6389e-05 -1.9712e-06 -0.000130666 -5.25609e-05 9.60846e-05 -7.81147e-05 -0.000655297 -0.000369311 -0.00123503 2.50152e-05 0.000429543 -0.000856893 -0.00037893 0.000160674 8.66713e-05 -0.000332002 0.000336406 0.00106713 -0.000236709 -0.000669821 0.000219313 -0.000234437 -0.00103746 -0.000606772
internal_weight=164.888 164.096 144.222 141.751 139.786 138.742 19.8732 18.9683 14.6108 13.8778 11.1324 9.39327 2.74545 2.34695 1.17113 0.482006 4.35752 1.82886 1.33658 1.00475 8.22215 3.07201 5.15014 2.26379 2.88634 0.597749 2.31844 1.43996 0.987925 1.96518
internal_count=4633 4063 3063 3045 2949 2920 1000 968 903 880 540 518 340 333 190 120 65 305 162 85 328 76 252 97 155 70 76 64 56 96
is_linear=0
shrinkage=0.00196078


Tree=991
num_leaves=31
num_cat=0
split_feature=0 2 0 3 2 3 3 1 0 4 0 1 1 1 3 4 4 0 0 1 3 4 1 2 2 4 3 3 1 3
split_gain=0.155322 0.187276 0.292431 0.257698 0.315073 0.224273 0.368662 0.16648 0.504238 1.09256 0.499529 0.355643 0.949801 0.736912 0.42105 0.551441 0.804524 0.390617 0.737516 0.454542 0.431783 0.350025 0.335426 0.312265 0.834186 0.324978 0.304483 0.840357 1.69731 0.28441
threshold=76.535026057600007 -0.23265499999999997 67.058211147750015 -0.25098999999999999 -0.23353499999999996 -0.10696499999999999 0.07771500000000002 64.369753017350021 87.261973998100004 41.319407281650008 86.904409066750006 66.235542959850008 65.765062787050013 66.859265246100009 0.090465000000000031 35.119813570500007 42.123054668150012 91.886121982450007 90.60910437050002 67.606656606400023 -0.16179999999999997 39.852039223600009 67.606656606400023 -0.083834999999999993 -0.06828999999999999 42.527280425250005 0.11636500000000001 0.42293500000000012 61.966271448700006 0.090465000000000031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 -5 -7 8 10 21 26 12 14 29 15 -9 -17 18 19 -15 -21 -10 -19 -11 -25 -26 -2 28 -28 -13
right_child=7 2 -4 5 -6 6 -8 11 9 23 -12 13 -14 17 -16 16 -18 22 -20 20 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0020673626768464063 0.00018829184462107666 0.0018147443918154489 -0.0013569232049736037 0.0010649529351269356 0.00056305011136689362 -0.0020117662822514539 0.0010248746484650573 0.00072817458773916685 0.00050633879533900879 0.00061695563325410679 -0.00064019243551173631 0.0014889347248887358 -0.0022339482970706137 0.0014665257262772384 0.00040640916240235008 -0.0019817651388565295 0.00013772212708480411 -0.0012814494386875484 -0.001761671951938149 0.00068624779024140082 -0.0021948733264408504 0.0016987878558689989 9.6568279214130333e-05 -0.00096333683611030921 0.00091054045865430284 -5.5886722818006953e-05 9.1117577444971791e-05 0.00074958358176237315 -0.0023028086489691717 0.00034353809283217587
leaf_weight=0.41621840653169784 59.103859855855262 0.1266805805498723 0.94927300232666312 0.93458261061459791 0.30218248814344439 0.30071973583835654 0.31442419067025185 0.96059873874764834 1.3814025036990667 4.1537273777648815 3.3053219094872466 1.9078264068812125 0.90323826821986575 0.66975019499659472 3.3443421830597799 1.4805853479192594 1.287144055124372 0.6863423686590967 1.2784852239419704 0.40894069350906648 0.39139317714216304 3.0054978923872113 64.541297337252104 2.5780211053788671 2.4994338359683717 2.878253998234868 3.622058493550866 2.3421181738376617 1.6607773065334184 1.4800797682255504
leaf_count=64 808 6 320 21 3 47 15 15 25 37 35 33 33 9 55 39 98 16 70 12 53 57 2570 36 21 25 40 15 38 17
internal_value=0.00010859 -0.000309793 -0.000983498 9.79819e-06 -0.000960927 0.000459793 -0.00045962 0.000117025 0.000176507 0.000484914 0.000103863 5.21514e-05 -0.00034053 9.60389e-05 -9.8725e-05 -0.000551835 -0.000996089 5.15569e-05 -0.000672528 0.000274666 -0.000722728 0.00132329 8.20684e-05 0.000181193 -4.63219e-05 0.000393288 0.000140718 -0.000228041 -0.000661467 0.000988544
internal_weight=169.215 3.34408 1.07595 2.26813 0.718401 1.54973 0.615144 165.87 86.5305 16.4963 70.0341 79.34 7.97591 71.3641 7.07267 3.72833 2.76773 67.9762 2.74857 1.47008 0.800334 4.3869 65.2276 12.1094 7.95571 5.37769 66.7288 7.62495 5.28284 3.38791
internal_count=4633 476 326 150 67 83 62 4157 1137 201 936 3020 240 2780 207 152 137 2730 144 74 65 82 2586 119 82 46 901 93 78 50
is_linear=0
shrinkage=0.00196078


Tree=992
num_leaves=31
num_cat=0
split_feature=1 1 3 1 3 0 0 1 0 3 3 3 1 0 2 2 3 3 3 3 1 1 0 3 3 1 1 0 3 4
split_gain=0.249122 0.761936 0.64383 0.517107 1.23142 0.514461 0.6867 0.568048 0.365032 0.367404 0.652689 0.594827 1.67178 0.446093 0.342118 0.575884 0.482202 0.82149 0.598515 0.307678 0.255423 0.289228 0.393641 0.418192 0.513191 0.48279 0.716472 0.798098 0.405614 0.412484
threshold=66.859265246100009 66.235542959850008 0.4149000000000001 65.644082171150004 0.10385500000000002 91.886121982450007 90.60910437050002 67.606656606400023 87.261973998100004 0.11636500000000001 0.11231500000000003 0.42293500000000012 61.966271448700006 86.904409066750006 -0.22147500000000001 -0.11692 0.081235000000000016 0.08729000000000002 0.09117500000000002 -0.16179999999999997 67.606656606400023 69.999384342500022 96.631250582750013 0.12001500000000002 0.093745000000000023 73.007768990450018 78.196493182200015 97.722764583650005 -0.25843999999999995 42.527280425250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 8 -5 6 7 -2 9 10 13 12 -11 -1 -10 -16 -17 -18 -19 -9 -7 -22 -23 24 28 -26 27 -27 -24 -30
right_child=2 -3 -4 4 -6 20 -8 19 14 11 -12 -13 -14 -15 15 16 17 18 -20 -21 21 22 23 -25 25 26 -28 -29 29 -31
leaf_value=0.00014597001539124897 0.0014602194775859168 0.0010756333376330783 -0.002083414036144616 -0.0021775455655608069 0.00070015756821933776 -0.0011321534200026951 -0.0018731804402117283 0.0002881851991955691 -0.00049336446248514159 5.9293342285065447e-05 0.0015949787979938777 0.00046457399769929473 -0.0023366534918971894 -0.00064121627216189752 0.0016071097491102279 0.0010465152911899684 -0.00063768075811070383 0.0011492579387774454 0.00015294352209427895 -0.0022058767802754791 0.00047174001144489398 -0.00024508605388100983 -0.0014987408093990442 0.0011153406906223653 0.00074303172641178544 -0.00027913513207804405 3.1437990869835337e-05 -0.0021375899296832376 0.00038834718501965833 -0.00010874653867305942
leaf_weight=61.726903348237556 0.65379088930785589 3.4013778627850106 0.56067558007225571 1.1851188920554698 1.1045464277267454 0.68136757030151684 1.2541529151567372 0.35975926023093052 1.5712388250976825 3.5549130686558774 1.1594239948317397 2.5278342701494694 1.6344387612771241 2.8976970978546879 1.5421465523540998 3.179912528954449 3.4049087166786185 3.3892111347522569 7.3354489449411631 0.40341885785528575 6.3480493019742417 14.753257857752031 0.52533437612509715 1.584693719768892 1.4070102809928338 1.8854155838489535 4.3402189812093184 1.680039480270352 21.354709335296672 9.1753924026725127
leaf_count=1386 9 50 44 40 11 16 69 12 32 40 16 17 40 36 27 63 29 30 86 53 116 553 102 61 17 25 216 79 749 609
internal_value=0.000101415 0.000163586 8.93346e-06 0.000131343 -0.000789327 2.65993e-05 -0.000816433 0.00011889 0.000153787 8.93525e-05 0.000136834 -0.000315396 -0.000695334 0.000110673 0.000385684 0.000458951 0.000356658 0.000201403 0.000467799 -0.00103019 6.19303e-05 7.48337e-05 3.04014e-05 0.00012728 8.84928e-05 -0.000315228 -0.000503572 -0.00115484 0.000209558 0.000238953
internal_weight=166.582 99.6151 66.9673 96.2137 2.28967 66.4066 2.67112 1.41697 93.9241 73.5012 65.784 7.71719 5.18935 64.6246 20.4229 18.8516 17.3095 14.1296 10.7247 0.763178 63.7355 63.0541 56.7061 41.9528 40.3681 9.31268 7.90567 3.56546 31.0554 30.5301
internal_count=4633 1903 2730 1853 51 2686 143 74 1802 1535 1438 97 80 1422 267 235 208 145 116 65 2543 2527 2411 1858 1797 337 320 104 1460 1358
is_linear=0
shrinkage=0.00196078


Tree=993
num_leaves=31
num_cat=0
split_feature=0 1 1 4 2 3 2 0 2 4 3 3 4 3 4 2 1 2 1 3 0 0 3 0 1 4 0 4 4 0
split_gain=0.0542564 0.21263 0.330187 0.186028 0.148276 0.218338 0.2378 0.173349 0.110171 0.199527 0.108854 0.16392 0.106404 0.0896533 0.119928 0.185521 0.0920563 0.0915228 0.567952 0.532951 0.518908 0.606306 0.406253 0.269961 0.218437 0.240374 0.499754 0.516773 0.284441 0.240511
threshold=76.535026057600007 58.309968391300011 60.87206898960001 37.572218886150004 -0.23265499999999997 -0.25098999999999999 -0.23353499999999996 67.058211147750015 -0.23401999999999998 38.804629908750009 -0.25420999999999999 -0.25587999999999994 33.036871954450007 -0.27450499999999994 36.016191615950007 -0.13006999999999999 61.076391807500009 -0.036264999999999999 61.821094709650005 -0.26568999999999993 85.866664228400012 85.683849075550015 -0.24748499999999998 86.162394622750014 61.821094709650005 38.060777288450005 90.189704902150012 37.345948426100009 36.952388736350009 97.32487278035002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 3 -3 5 6 -1 -6 9 -7 11 -9 -12 14 -4 -16 -15 24 -19 -20 21 -21 -22 -24 -18 26 28 29 -26 -28
right_child=1 2 13 -5 7 8 -8 10 -10 -11 12 -13 -14 16 15 -17 17 18 19 20 22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.10457328577726409 0.043028468856162211 -0.0066948251036212884 0.033771437042329946 -0.10653064604081111 0.092520165026967402 0.064968822943028567 0.025491483876778021 -0.10079445087680304 0.047230733942184147 -0.10499981495751974 0.048307052640832772 0.099204039763450116 -0.1032486524548766 0.050001146450850957 -0.0061512771999719367 -0.084820530543388728 -0.027572063511861339 0.092555457257293236 0.09882310408911911 -0.0020482762466252297 -0.10875266952184526 -0.11570357586780067 0.039241456175057428 0.0035933909419559036 -0.003300498461291373 0.0018961149363947557 -0.041004934784778721 -0.1093917136077355 0.062042135681293943 0.0081962885703862186
leaf_weight=0.32031676163296652 1.192054648650809 0.32064647111110289 0.30281909720724698 0.44659056745877024 0.076343668857588365 0.12950099425506767 0.25050158798694599 0.077657722889853176 0.81867078877985511 0.14799566998772207 0.051331452717931714 0.086769719549920521 0.47493623531863705 0.38621283648535509 0.78300508384563716 0.48571843461832021 2.8834043418173669 0.73278391361236472 0.57842517068638599 1.1578274993298681 0.31102449900572438 0.78936359519138921 2.2834020993905133 30.50018499235955 2.6807471814993264 88.950973214526357 2.5661157801077934 0.80607740383038606 0.88649470468953939 1.6212336862675725
leaf_count=64 32 12 23 62 6 11 3 79 37 35 11 3 227 18 41 42 33 11 22 58 21 18 33 965 61 2283 85 74 20 243
internal_value=0.000717453 0.000973593 0.000614156 -0.0648069 -0.0140851 0.0026572 -0.0474948 -0.0504708 0.0287734 -0.0256796 -0.0662759 0.0047464 -0.0884661 0.000976026 -0.022773 -0.036269 0.00124819 0.0011105 0.00540972 0.00361694 0.0020454 -0.0481225 0.00499714 0.00607631 -0.000446251 0.000355855 -0.0156485 -0.0360701 0.0129378 -0.0219555
internal_weight=143.099 140.665 139.473 0.767237 2.43402 1.66699 0.570818 0.767039 1.09617 0.277497 0.690695 0.164427 0.526268 138.706 1.57154 1.26872 137.134 136.748 36.353 35.6202 35.0418 1.94719 33.0946 32.7836 100.395 97.5116 8.56067 4.99343 3.56724 4.18735
internal_count=4633 4157 4125 74 476 150 67 326 83 46 320 82 238 4051 106 83 3945 3927 1128 1117 1095 76 1019 998 2799 2766 483 402 81 328
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=0
split_feature=1 0 4 0 3 1 2 2 4 4 3 3 1 1 1 1 3 4 4 0 0 1 3 3 2 2 4 4 1 3
split_gain=0.223614 0.724626 1.20435 0.423939 1.01543 0.968763 0.418174 1.06049 0.38682 0.350329 0.325085 0.743472 1.79459 0.322634 1.07081 0.871074 0.577868 0.483332 0.95811 0.47965 0.639044 0.520611 0.480451 0.38686 0.369648 0.603793 0.449032 0.855835 0.507131 0.322518
threshold=64.369753017350021 87.261973998100004 41.319407281650008 86.866770652900016 0.094595000000000026 62.116825104000007 -0.083834999999999993 -0.06828999999999999 42.527280425250005 39.852039223600009 0.11636500000000001 0.42293500000000012 61.966271448700006 66.235542959850008 65.765062787050013 66.859265246100009 0.090465000000000031 35.119813570500007 42.123054668150012 91.886121982450007 90.60910437050002 67.606656606400023 -0.16179999999999997 0.090465000000000031 -0.059424999999999999 -0.068964999999999985 38.238138001450004 35.119813570500007 83.116371560950014 0.10990500000000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 5 -5 -4 -8 -9 -3 29 12 -12 14 16 23 17 -2 -19 20 21 -17 -23 -15 25 26 27 -21 -29 -1
right_child=13 2 6 4 -6 -7 7 8 -10 -11 11 -13 -14 15 -16 19 -18 18 -20 24 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00013212078418924945 0.0006310855981563751 0.00055694134248065205 0.00069706273369641528 -0.0023468288927439187 0.00067644194206816551 -0.00010790236214717757 -0.001119346385195249 0.00097839203477099838 -6.8390925803945253e-05 0.0017269443222732174 0.00010232328134739551 0.0006450255138943248 -0.0023351472567457641 0.0015566278042959173 -0.002278029349420372 0.0014232241338574855 0.00049224545935126741 -0.0020463079233978632 0.00021948806047831745 0.00031407315969743101 -0.001764953797414457 0.00067275596125365592 -0.0022991701669858697 0.00027340574988496191 0.00020161529534626729 -0.001578500842041174 2.3658349182639044e-05 -0.0021335587985776053 0.00098067226266227944 0.00083500577193623422
leaf_weight=60.357937508736541 0.90688346896786098 1.4101106896996523 4.274331647902728 1.4402681756764644 1.7924023419618604 1.534794397652149 2.5050173886120328 2.5533206257969105 2.8973293956369162 3.2554992455989122 3.6692472542636088 2.3928874991834164 1.6990519633982328 2.0477408533915873 0.97684982983628277 0.64788293652236395 3.4326023688772693 1.568186309799785 1.3227298648416761 1.5396944324540904 1.3380305297032462 0.39128155709477141 0.44927135562465992 1.616122120991349 30.417222153903822 1.0222118716701576 30.888985745805257 1.4620984745124586 0.23308740285801821 2.6187286793719968
leaf_count=1245 15 25 37 31 11 10 36 21 25 57 40 15 38 33 33 9 55 39 98 153 70 12 53 17 856 68 1297 136 76 22
internal_value=9.29159e-05 0.000158681 0.000525752 7.65425e-05 -0.000489404 -0.0011918 0.000202412 -6.33491e-05 0.000421968 0.00137333 0.000114685 -0.000263956 -0.000669129 1.72034e-05 -0.000351148 5.91603e-05 -9.08199e-05 -0.000617818 -0.0010096 9.26001e-06 -0.00078161 0.000102368 -0.000915724 0.000990601 4.33548e-05 -9.3612e-05 -4.91308e-05 -0.000744174 -0.00170535 0.000161349
internal_weight=172.662 92.4009 16.8956 75.5053 4.76746 2.97506 12.23 7.95567 5.45065 4.66561 70.7379 7.76119 5.3683 80.2609 8.20725 72.0536 7.2304 3.7978 2.89092 68.3898 2.82647 1.48844 0.840553 3.66386 65.5633 35.1461 34.1239 3.23488 1.69519 62.9767
internal_count=4633 1613 201 1412 52 41 119 82 46 82 1360 93 78 3020 240 2780 207 152 137 2730 144 74 65 50 2586 1730 1662 365 212 1267
is_linear=0
shrinkage=0.00196078


Tree=995
num_leaves=31
num_cat=0
split_feature=3 3 3 0 1 4 3 4 1 2 3 3 4 1 2 4 2 2 2 2 2 0 1 2 4 0 2 1 2 4
split_gain=0.053943 0.0919456 0.10548 0.548618 1.18661 0.395324 0.370714 0.197166 0.156512 0.138028 0.29904 0.54519 0.231258 0.193687 0.181662 0.166362 0.425275 0.132855 0.115391 0.511187 0.42643 0.398149 0.417712 0.308089 0.325343 0.70301 0.433417 0.515368 0.467281 0.373075
threshold=0.4369650000000001 0.42293500000000012 0.11636500000000001 87.842680954300008 61.966271448700006 38.396531328800009 0.11296500000000002 42.546237522150008 65.036490633650018 0.22387500000000005 0.08079500000000002 0.094595000000000026 35.887362732750006 68.20618276945001 0.28423000000000004 43.477771593600004 0.26597500000000007 0.25783500000000009 -0.079369999999999996 -0.077085000000000001 -0.076544999999999988 94.75470680765001 62.095317438950012 -0.075639999999999999 42.243697547450004 90.321439350550008 -0.020814999999999997 62.132955852800002 -0.066979999999999998 42.027798546600003
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 9 -7 -8 18 12 -12 -11 -14 -13 16 -15 -5 -1 21 -21 22 -20 -22 29 26 28 -28 -26 -25
right_child=-2 -3 3 5 -6 7 8 -9 -10 10 11 14 13 15 -16 -17 -18 -19 19 20 23 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0014223333553286385 -0.02198766552042156 0.017655978411209867 -0.0013375530372036495 -0.056162188982054988 -0.11360285781369235 0.06055992503389597 0.077620190930760502 0.0086362747747577399 0.01940885882102461 0.076279459328735755 -0.10659771110704895 -0.0394334630540416 -0.056514644541234609 -0.11003827924180416 0.026852387267638292 0.063962834845555733 0.047225084401112102 0.0030418741388665202 0.0043398278317474488 -0.075023718702170769 0.04896634884608396 -0.0036316855857890639 0.10074869993183655 0.0039664508304307353 -0.020841057351896227 0.0048325084853524693 0.025390743108434422 -0.10730801267008952 -0.13378452194570675 0.055246311919751767
leaf_weight=70.612452546321492 1.0381689140708648 3.197325444298257 3.1857762280851585 0.75762516316524375 1.3364489134110042 1.5670939072733747 0.83585182810202141 1.3712077621894421 1.0323439803541985 0.43286040860584707 0.8222819298061953 0.84424267848953582 0.51903596671763796 0.27860646280168999 0.81025544004751282 0.45782178626541281 0.4491995396965649 0.75850023691600654 0.66239782795310009 0.70396250858902831 1.4379540394438652 1.1533525591075884 1.3976829475723205 37.034994555217054 0.58706449810415506 5.7787415814109409 0.97223485058566239 0.4187224373454228 0.97419038035150174 1.4752547642601701
leaf_count=2630 38 27 40 33 42 56 12 22 33 45 100 23 21 17 21 17 37 10 5 24 13 22 80 740 15 275 115 43 36 41
internal_value=0.000724064 0.000890268 0.000503695 -0.00997955 -0.0345152 0.0149295 0.0012293 0.0363289 0.0454533 0.000582944 -0.0163974 -0.040047 0.0110057 -0.0055691 -0.00697137 0.0167335 -0.0129758 -0.0265431 0.00121888 0.00476478 0.00224996 0.0434118 0.0697494 0.00336744 0.00197947 -0.0154493 -0.0551495 -0.0145558 -0.0913154 0.00593089
internal_weight=142.904 141.865 138.668 8.97665 4.52223 4.45443 129.692 2.9383 1.8682 127.823 4.6143 2.47678 2.13752 1.70466 1.6545 1.18563 0.727806 1.51613 123.209 52.5966 49.3831 3.21343 2.06008 48.6792 47.2412 8.73095 2.95221 1.39096 1.56125 38.5102
internal_count=4633 4595 4568 203 82 121 4365 78 45 4320 281 144 137 92 44 71 54 43 4039 1409 1302 107 85 1278 1265 484 209 158 51 781
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=0
split_feature=0 1 2 0 1 3 4 1 0 4 2 3 4 4 3 0 2 2 2 2 0 0 2 2 3 3 4 0 0 3
split_gain=0.182624 0.991072 0.713499 0.640997 1.7904 0.567792 0.413749 0.962522 1.40981 0.466995 0.4219 0.399783 0.380107 0.371562 0.283727 0.273675 0.257947 0.249661 0.716377 0.595764 0.410819 0.47728 0.955721 0.95708 0.654362 0.877121 0.79301 0.974353 0.640864 0.623167
threshold=91.625341543800019 67.606656606400023 -0.053874999999999999 90.321439350550008 66.859265246100009 0.4149000000000001 38.621016321050007 63.910026677050006 86.162394622750014 33.96174662340001 -0.14314999999999997 0.080545000000000019 41.600558339100012 43.321682097200004 0.099465000000000012 89.057864029250013 -0.59496499999999986 -0.059424999999999999 -0.068964999999999985 -0.054875 92.773313165550022 97.491557184450016 -0.095854999999999996 -0.079369999999999996 0.09117500000000002 0.095235000000000028 42.320906304050006 93.910530954700008 100.19345760555002 0.090235000000000024
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 17 9 15 11 14 -10 -9 -5 -6 -1 -8 -13 18 20 -19 -3 22 24 -24 26 -26 27 -22 29 -23
right_child=1 5 -4 4 13 -7 7 8 10 -11 -12 16 -14 -15 -16 -17 -18 19 -20 -21 21 28 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0020655512650376261 -0.0022910299676865576 0.001273308669134324 0.00018950134537903986 0.00078094141549388653 -0.0021770087297503702 -0.0020626835975329646 8.1138675931347997e-05 0.0013755588045165515 -0.00060991033209136848 0.0005660814938794835 -0.002276417379182414 0.0020140363962707379 0.0018817219502481174 0.0001754158782576502 0.00033651128530404173 0.00067172169466940405 -0.0021319783670454219 0.0016645961827159825 -0.0016290177285202608 0.00014848141271898692 0.00060497557375443481 0.00096287898915750256 -0.0017399041709185447 -8.3517950486051214e-05 0.0015843893498151164 -0.00040131602411940307 0.00022809565080516393 -0.0022850033696587982 -0.00020121500390167147 -6.7344904677319207e-05
leaf_weight=0.43320544392645288 1.2110893870121797 0.95562350447289546 0.70555047341622312 2.6089446227997533 0.79055060999235116 0.484065013891949 77.767356327372909 0.99986139334214319 0.87745003199052041 10.490432156351742 1.7467312056905937 0.075672388076782449 2.2428579647094011 0.3833047938242089 0.33545274753123522 3.1384459966793647 0.24283303472475359 1.0327868554886688 1.0627755354817043 28.348700350155923 0.67619664222001885 5.4869989069120511 2.8178793705592398 2.5592498888727269 2.044852905441076 1.4700997365871442 3.5714502226328477 1.3321422106237149 8.6856972074192509 3.8351412459742278
leaf_count=98 32 21 35 32 40 43 1278 37 36 226 64 1 31 19 6 38 84 21 66 815 9 93 112 41 24 37 223 61 932 78
internal_value=9.16924e-05 1.15409e-05 -0.0013779 0.000143708 0.000764078 5.29161e-05 0.000104812 5.7947e-05 -0.000888105 0.000457987 -0.00171919 0.000766145 0.0012898 -0.00140886 -0.00101726 0.000104048 -0.00114694 6.89477e-05 -4.41787e-05 0.000201774 6.19705e-06 -3.10841e-05 -0.000296226 -0.000951546 9.12213e-05 0.000753885 -0.000326219 -0.00131196 0.000181996 0.000539043
internal_weight=168.413 66.2803 1.91664 102.133 6.02566 64.3637 96.1074 84.8484 3.94255 11.2591 2.62418 1.31837 4.8518 1.17386 0.768658 80.9058 0.318505 63.8796 34.4981 29.3815 33.4353 32.4797 14.4719 5.37713 9.09474 3.51495 5.57979 2.00834 18.0078 9.32214
internal_count=4633 2643 67 1990 122 2576 1868 1538 222 330 100 122 63 59 104 1316 85 2533 1697 836 1631 1610 507 153 354 61 293 70 1103 171
is_linear=0
shrinkage=0.00196078


Tree=997
num_leaves=31
num_cat=0
split_feature=2 0 3 4 1 1 4 2 0 4 1 1 2 1 1 4 4 2 0 2 0 4 2 2 0 2 4 2 0 2
split_gain=0.17049 0.656535 1.01542 0.881747 0.853401 1.02617 0.855408 0.801029 0.616522 0.402203 0.46468 0.991228 0.9076 1.01231 0.607432 0.447987 0.439999 0.332662 0.321756 0.563196 0.946124 0.711672 0.410288 0.743776 0.403964 0.429704 0.654532 0.668469 0.507624 0.483696
threshold=-0.06828999999999999 86.264556031700025 0.10487000000000003 39.571921479100006 63.910026677050006 65.130586668250018 42.283941020600004 -0.040509999999999997 87.261973998100004 39.476991512000005 61.987779113750001 62.009286778800011 -0.017745 61.944763783650011 61.546871980350012 40.542362378300005 41.685324604100011 -0.016679999999999997 86.264556031700025 -0.077085000000000001 96.082805124100005 41.319407281650008 -0.079369999999999996 -0.080234999999999987 85.705356740550016 -0.102645 42.081757894750005 -0.086800000000000002 85.823648898300021 -0.22932499999999997
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=18 2 9 -4 6 -6 7 -3 -9 -2 12 -12 -11 14 -14 -13 -17 -18 24 22 21 -21 23 -20 -1 29 28 -28 -27 -26
right_child=1 4 3 -5 5 -7 -8 8 -10 10 11 15 13 -15 -16 16 17 -19 19 20 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-3.7597096690128952e-05 0.00065477268427098663 0.0020687695417783035 0.00046922060454153614 -0.0023159349351734798 -0.0017584243579685311 0.00018116269959926604 -1.8558620862760672e-05 0.00029634717215028369 0.0014232847992529036 -0.0020277268990621078 0.0017184905713504722 -0.0014326056287378877 -0.00051795611486431139 -0.0023117234476979593 0.0019924284749868303 0.00069920923193028119 -0.0022956366366906622 0.00024717522425037839 3.1031937265964718e-05 -0.00055086605759959903 0.0003522372345352599 -0.0023556348957315776 0.00072225069315484777 -0.0014652789686555548 6.2366351010388445e-05 0.0011214064625235246 -0.00095207475945034779 0.00046221586842298948 0.00021067794522525979 0.0014757448581091037
leaf_weight=14.12363668079797 2.904601229762191 2.135074369609355 0.62783709540963117 1.4379458376788532 1.0811415771022428 34.976024889505425 4.5904295835643998 5.0046663992106906 2.9764302661642432 1.3102098180970636 1.2227128800004718 1.0123227536678316 0.66515986380000069 0.51211906119715411 0.83674587646964937 1.6404378693550827 0.41371679582516674 0.37901682983647311 61.638868138351313 2.2155302836326878 2.4242290603965557 1.3530500959604976 3.1768010571468031 1.3042226899706282 1.454216693062335 3.6638583615422231 2.8657502252608538 2.3291990379802874 6.5767423696815968 2.5870286989957121
leaf_count=698 55 18 7 52 26 1038 39 36 56 25 9 9 147 12 11 16 22 25 1903 40 47 33 88 28 30 15 44 27 54 23
internal_value=0.000104691 0.000184799 -0.000209046 -0.00146946 0.00028537 0.000123006 0.000683449 0.001002 0.000716622 2.98954e-05 -0.000197197 0.000201771 -0.000757465 6.88944e-05 0.000880636 -0.000336471 0.000119576 -0.00107988 5.64001e-05 -1.74405e-05 -0.000593019 -0.00123516 3.47274e-05 2.73805e-08 0.000214876 0.000397957 0.000248934 -0.000317966 0.000536516 0.00096715
internal_weight=169.44 63.7266 12.9628 2.06578 50.7638 36.0572 14.7066 10.1162 7.9811 10.897 7.99244 4.66821 3.32423 2.01402 1.50191 3.44549 2.43317 0.792734 105.713 72.1127 5.99281 3.56858 66.1199 62.9431 33.6004 19.4768 15.4355 5.19495 10.2406 4.04125
internal_count=4633 1603 390 59 1213 1064 149 110 92 331 276 81 195 170 158 72 63 47 3030 2139 120 73 2019 1931 891 193 140 71 69 53
is_linear=0
shrinkage=0.00196078


Tree=998
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 0 0 1 3 1 3 0 1 2 2 2 1 2 2 1 0 0 3 4 3 1 3 3 1 3
split_gain=0.0580084 0.606249 0.591692 0.53186 0.420428 0.31944 0.530855 0.422521 0.285101 0.230361 0.234511 0.228982 0.228336 0.210874 0.513444 0.413551 0.373723 0.736922 1.06055 0.433977 0.58879 0.338521 0.239923 0.525294 0.382955 0.330938 0.314759 0.630305 0.692463 0.27745
threshold=66.859265246100009 90.321439350550008 90.767723400200012 91.886121982450007 89.861713010250014 91.886121982450007 90.60910437050002 67.606656606400023 -0.16179999999999997 67.606656606400023 0.25799500000000009 92.773313165550022 77.852370541550016 -0.059424999999999999 -0.068964999999999985 -0.054875 75.28220456885002 -0.095854999999999996 -0.079369999999999996 75.629015667650023 97.491557184450016 97.789976036950009 0.083555000000000032 42.546237522150008 0.081515000000000018 71.658163008950012 0.087245000000000031 0.09117500000000002 70.128430332750014 0.095235000000000028
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -9 -7 11 -11 -12 14 16 -15 17 22 -19 -18 -21 -22 23 -13 -25 26 -24 28 -28 -29
right_child=5 2 3 -5 -6 9 -8 8 -10 10 12 13 -14 15 -16 -17 19 18 -20 20 21 -23 25 24 -26 -27 27 29 -30 -31
leaf_value=0.0016603082504953915 0.07604471607421065 0.07873545081927838 0.036908002486377857 -0.063462147852525838 -0.043431640293969231 -0.063805101983265167 -0.092598070447786784 0.022334992777327509 -0.11198646347082374 0.039245837475707243 -0.10516302403525191 -0.11332887698843692 0.012154879283777491 0.081701943673137059 -0.082377692574549757 0.0046247689975919964 0.047316559870212119 -0.10817705110565151 -0.005509057304036542 -0.10974794440376623 0.060762649756023884 -0.00085510429394787936 0.088261087362193846 0.029408531129909623 -0.10426063315870596 -0.020371015152585964 0.035103379127705545 0.072973004012696505 -0.12324445118423365 0.0084937172374879751
leaf_weight=80.004438914699222 0.4996651038527482 2.0007260441780081 1.6853133067488673 0.7687717368826269 2.1225866919849059 0.56322689360240374 1.0029085537171338 0.30623639037366956 0.32648621203497896 1.5388702794443805 0.40859964529954496 0.54892973374808018 0.2793029050846485 0.71746159951726696 0.85074652300136122 23.389694687070804 2.3352751738857469 1.8002619026228783 2.2809584269998622 0.46885239101902598 0.98013655538670619 9.8714921337576111 0.67739272009930562 1.0756471677523221 0.26766590704210091 2.4324373232375365 0.51919918297790013 1.3276865626685324 0.58998810313642025 1.3417285538744179
leaf_count=1765 9 42 21 40 35 16 70 12 53 33 28 25 23 20 65 793 37 122 47 70 11 971 7 95 67 45 11 22 54 24
internal_value=0.0008181 0.00244377 0.0383724 0.00546584 0.000494899 -0.00167749 -0.0396164 0.00730725 -0.0469752 -0.000184636 0.000482612 0.00123536 -0.0575295 9.90337e-05 -0.00590799 0.00691869 -0.00345466 -0.0156871 -0.0507968 0.00806665 -3.01266e-05 0.00471031 0.000631753 -0.0309069 0.00277388 0.00929538 0.0254897 0.0142366 -0.0491235 0.0405638
internal_weight=142.983 86.5818 4.45481 2.45409 82.127 56.4009 2.1353 1.13239 0.632723 54.2656 53.7023 53.0144 0.687903 51.4756 27.3684 24.1072 26.5177 12.8619 4.08122 13.6558 11.3205 10.8516 8.78068 1.89224 1.34331 6.88843 4.456 3.7786 1.10919 2.66942
internal_count=4633 1903 103 61 1800 2730 144 74 65 2586 2570 2519 51 2486 1673 813 1608 519 169 1089 1052 982 350 187 162 163 118 111 65 46
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=0
split_feature=0 2 3 2 0 1 0 4 0 1 1 3 3 2 1 0 3 2 1 0 0 2 2 0 2 0 1 1 2 2
split_gain=0.176721 0.225572 0.258158 0.298617 0.205925 0.205441 0.544641 0.763399 0.79804 0.283493 0.565269 0.283047 0.333953 0.284823 0.642511 0.670241 0.456597 0.41694 0.417226 0.373776 0.665019 0.31826 0.315497 1.03327 0.473539 0.305285 0.69726 0.459548 0.445006 0.280015
threshold=76.535026057600007 -0.23265499999999997 -0.25098999999999999 -0.23353499999999996 67.058211147750015 70.128430332750014 94.625660817400004 39.065416244600009 94.165934477050016 70.348883899450016 70.74946416085001 0.25799500000000009 0.18642000000000006 -0.051199999999999996 71.397382570300024 96.324766355850002 -0.222165 0.22387500000000005 78.381996793250025 95.217121606100008 94.75470680765001 0.13747000000000004 -0.07490999999999999 97.722764583650005 -0.077679999999999985 101.91675926715001 80.677940036650014 78.27445846800002 -0.087660000000000002 -0.079369999999999996
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 7 -7 -9 -8 -11 12 13 19 -15 -16 -17 21 -19 20 -12 -18 24 -24 25 27 29 28 -21 -27
right_child=5 4 -4 -5 -6 6 9 8 -10 10 11 -13 -14 14 15 16 17 18 -20 22 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0020659855509973278 0.0001520847842821362 0.0017262344034897651 0.00052670058779473135 0.00045366958098311808 -0.0013611604362840219 -0.0018277312047230378 0.001211795807826811 0.00086007257868623242 -0.0016925029813503259 -0.0021300246820579963 0.00060443182687175759 -0.001139912682365705 0.001702361166828135 0.0017542197621848317 -0.0014088693468974883 -0.00167869907488567 0.00032244336873672697 -0.0021778430519517021 -8.7366178477551575e-05 8.7620762065418329e-05 -0.0018029467533318229 0.0012770559426545528 0.00021999373607387617 -0.0022000153129604861 0.0012749870574265613 -0.0021041274549803931 -1.1909666773330094e-05 0.00082195662926320013 -0.0012891373887541978 7.5285891141220801e-05
leaf_weight=0.39922947763261618 111.73478863361197 0.090783428749999784 1.3296661846979989 0.3305831998586658 0.97612686538923299 1.455534128872386 0.80478275683708389 1.4227881699534921 0.70385082409120503 0.45783481252146785 0.7003647440578743 0.74622552395476205 0.48114605125237986 1.0138962354976779 1.0018628467805708 0.46724005464057583 14.279181725079523 0.42637336492771227 2.6387360031303615 11.429534166534721 1.1920703966025028 1.4820938888706212 1.9919846872799127 1.0285887069167072 1.1891513591690479 1.0367764399525183 4.5411696102785299 3.1085045767540569 0.98002779076341795 0.29006475023925204
leaf_count=64 1673 6 83 3 320 56 12 116 85 37 29 45 29 12 30 72 346 18 135 235 153 33 15 90 8 116 701 69 38 4
internal_value=9.51672e-05 -0.000366699 1.23862e-05 -0.000924658 -0.00109845 0.000103834 5.57859e-06 -0.000733603 1.52501e-05 5.72066e-05 3.88005e-05 5.86498e-05 7.67996e-05 6.07715e-05 0.000230911 0.000154812 0.000236009 0.000283529 -0.000378163 -7.11241e-05 -0.000912008 0.000412209 -8.95303e-06 -0.000604086 7.0676e-05 3.71149e-06 -0.000377258 0.000147772 -2.11068e-05 -0.00162768
internal_weight=169.731 3.12639 2.05948 0.729813 1.06691 166.605 54.8698 3.58217 2.12664 51.2876 50.4828 50.025 49.2788 48.7976 21.3094 20.2955 19.2936 18.8264 3.06511 27.4882 1.89244 15.7613 25.5958 3.02057 22.5752 21.3861 5.86801 15.5181 12.4096 1.32684
internal_count=4633 476 150 67 326 4157 2484 257 201 2227 2215 2178 2133 2104 646 634 604 532 153 1458 182 379 1276 105 1171 1163 821 342 273 120
is_linear=0
shrinkage=0.00196078


end of trees

feature_importances:
cm5_Cs=6416
atom_v_bur_3_5_Cs=6299
cm5_Hs_min=6085
atom_v_bur_3_5_Hs_min=5651
lst_pka_pred_nshell3=5549

parameters:
[boosting: dart]
[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:[]
