tree
version=v4
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=2
objective=binary sigmoid:1
feature_names=atom_v_bur_frac_3_5_Cs atom_v_bur_frac_3_5_Hs_min lst_pka_pred_nshell3
feature_infos=[0.37022843630000002:0.8390766744] [0.28199754500000002:0.75288165019999997] [13.582188368100001:54.915453171400003]
tree_sizes=3415 3417 3420 3423 3414 3403 3428 3421 3421 3441 3439 3438 3430 3431 3426 3436 3434 3430 3417 3435 3438 3460 3433 3466 3445 3432 3453 3433 3437 3423 3449 3425 3426 3441 3448 3420 3414 3448 3428 3429 3435 3453 3432 3418 3444 3456 3447 3464 3450 3435 3451 3434 3460 3429 3432 3421 3420 3433 3456 3438 3450 3443 3450 3448 3450 3426 3430 3436 3416 3465 3451 3421 3451 3446 3433 3462 3426 3445 3478 3455 3418 3433 3471 3424 3450 3456 3418 3439 3453 3467 3471 3445 3431 3428 3429 3433 3441 3452 3460 3487 3416 3428 3460 3476 3465 3456 3473 3468 3470 3425 3476 3465 3434 3477 3465 3441 3439 3458 3451 3420 3452 3452 3471 3457 3414 3450 3471 3421 3418 3461 3432 3462 3432 3487 3413 3471 3481 3465 3465 3429 3426 3438 3426 3421 3449 3421 3464 3467 3422 3431 3462 3466 3458 3471 3471 3449 3464 3466 3464 3427 3460 3433 3480 3420 3463 3484 3428 3416 3437 3464 3467 3443 3418 3467 3431 3421 3465 3418 3425 3471 3459 3460 3419 3453 3414 3479 3468 3421 3470 3418 3458 3428 3476 3418 3474 3419 3459 3471 3455 3475 3457 3471 3457 3470 3430 3465 3464 3481 3423 3424 3423 3427 3418 3485 3406 3438 3471 3466 3418 3467 3460 3449 3412 3430 3424 3422 3471 3424 3422 3412 3468 3430 3413 3473 3482 3467 3491 3492 3470 3435 3487 3480 3477 3427 3423 3427 3411 3475 3412 3481 3434 3418 3480 3431 3480 3468 3410 3480 3473 3404 3480 3478 3476 3477 3417 3469 3419 3437 3419 3406 3458 3480 3477 3422 3433 3478 3413 3437 3474 3421 3472 3463 3427 3478 3443 3463 3406 3485 3475 3421 3428 3475 3422 3460 3473 3481 3421 3476 3416 3417 3415 3424 3473 3402 3421 3468 3419 3468 3422 3397 3408 3463 3477 3426 3431 3427 3462 3423 3463 3472 3474 3499 3463 3487 3408 3419 3482 3417 3477 3481 3473 3407 3480 3477 3417 3487 3472 3417 3483 3441 3455 3431 3466 3419 3437 3468 3414 3431 3478 3478 3486 3465 3469 3403 3474 3465 3462 3470 3484 3410 3473 3411 3477 3401 3479 3427 3480 3481 3414 3464 3432 3475 3414 3415 3463 3459 3422 3435 3425 3425 3472 3471 3480 3425 3427 3489 3478 3427 3414 3476 3470 3460 3490 3487 3475 3419 3482 3425 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3408 3419 3412 3418 3460 3432 3449 3427 3419 3427 3470 3423 3410 3417 3416 3488 3436 3479 3437 3417 3491 3466 3471 3461 3475 3405 3422 3412 3479 3486 3480 3419 3491 3418 3478 3417 3478 3404 3423 3408 3440 3446 3467 3479 3422 3429 3467 3422 3450 3434 3480 3469 3472 3427 3481 3425 3467 3436 3438 3414 3436 3470 3424 3427 3485 3477 3464 3452 3482 3417 3477 3421 3442 3459 3477 3471 3424 3462 3407 3406 3446 3483 3478 3466 3471 3426 3397 3468 3425 3459 3433 3421 3408 3411 3442 3484 3450 3477 3427 3466 3440 3481 3462 3434 3477 3468 3434 3419 3485 3414 3410 3428 3472 3421 3429 3435 3479 3416 3418 3428 3434 3408 3405 3488 3420 3431 3476 3412 3429 3429 3417 3464 3473 3475 3466 3488 3461 3507 3421 3483 3413 3393 3471 3412 3430 3485 3478 3417 3484 3432 3417 3433 3470 3423 3470 3493 3402 3417 3408 3423 3485 3494 3487 3476 3419 3414 3413 3442 3423 3417 3497 3487 3429 3491 3400 3482 3428 3495 3476 3426 3400 3482 3489 3483 3485 3408 3418 3488 3425 3474 3418 3493 3424 3420 3413 3432 3403 3463 3499 3407 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3431 3499

Tree=0
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 1 2 2 2 1 1 2 0 1 0 0 1 1 0 1 0 2 2 0 0 1 1 2 2
split_gain=492.937 455.252 145.96 93.9505 103.912 77.3621 83.1804 60.6864 55.3078 40.2659 33.9654 33.767 38.342 34.5058 30.4662 29.9762 28.4174 34.5813 27.2998 27.2223 26.289 24.1791 23.1601 33.8314 22.3197 22.2504 36.9419 21.6557 12.6236 28.3639
threshold=0.39078171310000004 0.47721625100000004 0.50056884525000012 0.53146612375000013 0.54695967185000016 0.42314601355000009 0.3447651268000001 38.396531328800009 44.578137159850009 48.393869453650005 0.42111014640000005 0.4529056016000001 44.749265482150008 0.57212358910000016 0.33894194785000004 0.47938684470000009 0.50730517050000012 0.37977904855000005 0.32467590790000006 0.5380527529500001 0.4373072662500001 0.51017933595000009 42.081757894750005 43.321682097200004 0.47673722340000008 0.60710757165000018 0.48616807880000007 0.36994401365000007 44.202975721700007 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 5 3 28 19 9 14 -6 15 -1 -9 13 -13 20 18 22 -17 27 -7 -5 -12 -10 -3 -24 -8 26 -14 -18 29 -2
right_child=2 8 -4 4 7 6 24 10 21 -11 11 12 25 -15 -16 16 17 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.02431946084749503 -0.018248438032614254 0.011932376683055402 -0.02456207777648917 -0.005158204497422169 -0.020804755943149282 0.0094810493623081592 -0.018443723595485035 -0.023553030600973753 0.0067112545824679244 -0.0003196124048106262 -0.0014167284562474907 -0.016314845203178351 0.010962581259328369 -0.010533413914638979 0.016305122435538062 0.018286438018081237 0.010962581259328369 0.014869302240962497 -0.016798759984387655 0.012028037539012435 0.016475546795487923 -0.022126449401571088 -0.022251755468426504 0.014675335215395458 0.00021495832525130724 0.014512634926789947 -0.026191343225064709 -0.016562878999613725 -0.026191343225064709 0.015851704558941165
leaf_weight=61.698777765035629 48.467931240797043 40.392299979925156 94.515275716781616 20.133647501468658 50.028582811355591 15.10878908634186 44.720647245645523 14.591757595539091 10.530431866645815 14.880186617374418 24.862622410058975 46.7748202085495 9.32549035549164 22.127993911504745 33.51836097240448 319.38691061735153 8.2893247604370135 51.566870927810669 12.296175807714461 73.531440794467926 32.482195377349854 9.4707561731338483 9.7719915509223956 7.5362363159656516 14.578951239585875 14.186924725770949 9.0370613336563093 11.994940429925917 27.864272445440292 4.578357219696044
leaf_count=398 283 113 612 91 305 46 262 93 35 60 103 264 27 112 79 689 24 129 70 205 76 59 61 19 58 36 60 68 185 11
internal_value=-6.44937e-10 0.00734812 -0.00993273 -0.00645855 -0.00324448 -0.00936836 -0.00281538 -0.00809853 0.0143636 -0.019656 -0.00443235 -0.00267537 -0.00871985 0.00335782 0.00793141 0.0153129 0.0166124 0.00917125 -0.00231029 0.00833379 0.00871811 -0.00694368 0.00650131 -0.0061732 -0.0138564 0.00219445 -0.00732258 -0.00531438 -0.0190543 -0.0153053
internal_weight=1158.25 665.742 492.508 397.993 317.083 196.802 120.223 223.417 468.94 76.579 173.389 158.797 79.3243 79.4728 60.9233 448.939 391.238 71.8511 27.405 93.6651 57.3448 20.0012 57.7005 17.3082 59.2996 32.5495 18.3626 20.2843 80.9106 53.0463
internal_count=4633 2170 2463 1851 1372 973 515 1076 1197 458 771 678 387 291 195 1103 910 221 116 296 179 94 193 80 320 123 87 92 479 294
is_linear=0
shrinkage=0.130957


Tree=1
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 1 2 2 2 2 1 1 0 2 0 0 1 1 0 2 2 2 0 1 1 0 0 1 2
split_gain=401.368 370.536 119.858 76.7842 85.023 63.2962 67.6424 47.1757 45.0262 33.155 25.7513 24.7417 32.6906 35.3632 31.1716 24.4841 23.2532 28.1102 22.3937 19.7345 18.8049 27.5873 18.3798 18.2413 17.6073 15.3377 14.6967 12.3299 12.0251 25.6205
threshold=0.39078171310000004 0.47721625100000004 0.50056884525000012 0.53146612375000013 0.5485614203000001 0.42314601355000009 0.3447651268000001 38.396531328800009 44.578137159850009 48.393869453650005 39.955516828000007 0.43220262865000009 0.4529056016000001 0.57212358910000016 44.749265482150008 0.47938684470000009 0.50730517050000012 0.37977904855000005 0.4172030777500001 0.51017933595000009 42.081757894750005 43.321682097200004 50.189067467950004 0.47673722340000008 0.36994401365000007 0.40651477500000005 0.53634621715000008 0.47847369840000004 0.34575312120000007 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 5 3 -2 18 9 10 -6 15 -1 -7 -9 13 -13 -14 20 28 24 25 -10 27 -22 -16 -8 -18 26 -5 -3 29 -17
right_child=2 8 -4 4 7 6 23 11 19 -11 -12 12 14 -15 22 16 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.019896921672878577 -0.015556380544305424 0.014100280187229848 -0.020099009850715357 -0.0076591244531725748 -0.016921185591520643 0.013574004734942607 -0.015032624207367336 -0.01503124826432138 0.0054457059171110645 -0.0002591670203905119 -0.0018375563737992606 0.010103827657587367 -0.013282629139216252 -0.0082610794570501262 0.0095929923660671712 0.017280342992031718 0.0089054600878282035 0.012097514645357427 0.011246148864287132 -0.018074935087491147 -0.018178822455449713 0.011938670578876409 -0.0083296834265067284 0.00017430455172393535 -0.013486225099081 -0.015107826703737861 0.0089801135793003781 2.6652014148634861e-05 0.016464772306389354 0.0053636533679714037
leaf_weight=61.169870942831039 80.382511034607887 27.695695757865906 93.68890380859375 11.201190799474714 49.115554213523865 32.66692940890789 44.499614059925079 23.447495803236961 10.523520767688753 14.880164712667463 28.056603044271469 44.84209731221199 46.593793451786041 21.641119301319122 18.287122219800949 52.053000599145889 8.2748196125030535 51.401025593280792 57.260054558515549 9.4034850001335126 9.701795697212221 7.5126259475946418 14.112795829772947 14.578941464424132 11.947099745273588 7.7739501595497122 21.717730611562729 12.612882494926451 217.2466199696064 48.535438418388367
leaf_count=398 479 64 612 55 301 78 262 137 35 60 117 124 264 109 52 99 24 129 152 59 61 19 71 58 68 44 63 49 433 157
internal_value=-7.51033e-07 0.00598582 -0.00809695 -0.0052601 -0.00264092 -0.0076358 -0.00229161 -0.00674306 0.0116996 -0.0160545 0.00645327 -0.00378372 -0.00197088 0.00412582 -0.00710202 0.0124733 0.0135345 0.00746122 0.0064903 -0.0056536 0.00528792 -0.00503511 0.00178621 -0.01128 -0.00432354 -0.000201783 0.00331835 0.00969653 0.0149031 0.0115304
internal_weight=1152.82 662.76 490.064 396.375 315.993 195.852 119.802 218.04 466.908 76.05 60.7235 168.924 145.477 66.4832 78.9937 446.981 389.458 71.6229 97.9529 19.927 57.523 17.2144 32.3999 59.0786 20.2219 40.6929 32.9189 40.3086 317.835 100.588
internal_count=4633 2170 2463 1851 1372 973 515 1058 1197 458 195 757 620 233 387 1103 910 221 314 94 193 80 123 320 92 162 118 113 689 256
is_linear=0
shrinkage=0.0117989


Tree=2
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 1 2 2 2 1 1 2 2 1 0 1 0 1 0 1 0 1 2 2 2 2 0 1 0
split_gain=329.4 304.122 100.857 63.3741 70.3318 52.7517 55.3186 44.7635 37.0099 28.053 25.197 24.7928 24.9821 24.7533 23.1351 22.469 22.4568 19.7251 20.1854 17.1772 30.1544 16.8385 16.3228 21.4751 21.5995 15.8708 22.7948 15.765 15.2657 16.9788
threshold=0.39078171310000004 0.47721625100000004 0.50056884525000012 0.53146612375000013 0.54504356155000011 0.42314601355000009 0.3447651268000001 38.396531328800009 44.461493122800007 48.393869453650005 0.41917906650000009 0.4529056016000001 44.749265482150008 48.393869453650005 0.33894194785000004 0.5380527529500001 0.32467590790000006 0.47938684470000009 0.3584174126500001 0.60710757165000018 0.48616807880000007 0.51017933595000009 0.34575312120000007 41.289992964000007 42.982930821650008 42.081757894750005 43.321682097200004 0.45995628875000011 0.35696536035000009 0.47673722340000008
decision_type=2 2 2 2 2 2 2 2 2 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 15 9 14 -6 17 -1 -9 13 -13 -12 16 -5 -7 25 22 20 -14 -10 23 -19 -25 -3 -27 -8 29 -29
right_child=2 8 -4 4 7 6 27 10 21 -11 11 12 19 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.022564951403893922 -0.017480846468054187 0.010810006519802301 -0.022805042172766465 -0.0050691636175031751 -0.01933591714889488 0.0091618911938895729 -0.023400681148259481 -0.022569162761307968 0.0058252920782656424 -0.00028702465921802883 0.0051677616430382519 -0.014923327613566118 0.010920154912939543 -0.027390110935514453 0.015332177254523635 0.012507618298699752 -0.017306028651663481 0.019451990330722119 0.010430776952171353 0.013760643943554824 -0.026160491516432988 -0.020414702712232165 0.020402353481475434 -0.0017482843254197405 0.018173303860692689 -0.020536632459293172 0.015102845593693766 -0.020883032620179726 0.012610589178787051 0.0001930419669242526
leaf_weight=59.801914557814598 79.276827305555344 40.060440093278885 91.551969051361084 20.091705530881882 49.651046440005302 15.061506092548372 19.214416205883026 13.846546590328215 11.678888142108919 14.880107045173643 81.160064086318016 46.272545889019966 9.2942597866058367 5.2404756397008887 33.152045711874962 64.707834810018539 12.256371632218359 51.251247227191925 126.47813153266907 14.076298639178274 9.1985776722431165 9.2292213737964612 158.65940423309803 29.638250470161438 18.718795388936996 9.5199725627899152 6.2778123021125785 18.013057589530945 6.6982456445693961 14.578915476799009
leaf_count=398 479 113 612 91 310 46 126 90 39 60 283 265 27 35 79 173 70 99 360 36 62 59 294 117 40 61 15 114 22 58
internal_value=-2.89832e-06 0.00670902 -0.00908161 -0.00588314 -0.00295072 -0.00856174 -0.00255802 -0.00713763 0.0131168 -0.0181262 -0.00375575 -0.00217927 -0.00806662 0.00319302 0.00718003 0.00834312 -0.00271314 0.0140125 0.015183 0.00167503 -0.00752424 -0.00575752 0.0175102 0.0129036 0.00596327 0.00595003 -0.00637402 -0.0126232 -0.00735257 -0.0114554
internal_weight=1139.54 655.169 484.368 392.816 313.539 193.657 118.975 228.74 461.512 74.682 179.089 165.242 78.8417 86.4005 60.4699 84.7995 27.3179 440.604 384.746 32.5691 18.4928 20.9081 258.268 99.6083 48.357 55.8582 15.7978 58.5046 39.2902 32.592
internal_count=4633 2170 2463 1851 1372 973 515 1108 1197 458 798 708 390 318 195 264 116 1099 910 125 89 98 550 256 157 189 76 320 194 172
is_linear=0
shrinkage=0.014519


Tree=3
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 1 2 2 2 2 1 1 0 1 2 0 0 0 1 0 1 0 1 1 1 0 2 2 2
split_gain=271.935 250.968 86.36 52.7431 57.6924 44.4331 45.559 37.5814 30.5659 24.2178 22.1032 21.1298 20.378 21.6915 20.7506 20.5542 18.4036 16.4651 17.9731 23.6251 14.1115 25.1228 14.0471 13.8971 13.575 17.9275 13.4652 13.484 12.9878 18.9583
threshold=0.39078171310000004 0.47721625100000004 0.50056884525000012 0.53146612375000013 0.54504356155000011 0.42314601355000009 0.3447651268000001 38.396531328800009 44.461493122800007 48.393869453650005 37.995872310650007 0.41917906650000009 0.4529056016000001 0.57212358910000016 0.43584024430000007 44.749265482150008 0.5380527529500001 0.47938684470000009 0.50730517050000012 0.37977904855000005 0.60710757165000018 0.48616807880000007 0.51017933595000009 0.36994401365000007 0.34377713240000007 0.32467590790000006 0.45995628875000011 42.206017975500011 42.081757894750005 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=1 5 3 -2 16 9 10 -6 17 -1 -7 -9 13 14 -13 -14 -5 28 -19 23 21 -17 -10 -20 25 -12 -8 -28 -3 -30
right_child=2 8 -4 4 7 6 26 11 22 -11 24 12 15 -15 -16 20 -18 18 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.016435241757009104 -0.012559684537437428 0.0076671574944998022 -0.016621995861778295 -0.0035701291131584319 -0.013946785718100468 0.014333222884117458 -0.016950047242410483 -0.016329803969067053 0.004109108589888835 -0.00020191613134392056 0.0050085418346124989 -0.003316547659826541 -0.010661263901087337 -0.0074485112904303982 0.010272118927974219 0.0077199242415221404 0.0088821451738191354 0.01205346488730592 0.0067023816482328471 0.0098417451034894868 0.009784238392918386 -0.018955028360873809 -0.014778505375888012 -0.012529627223483908 0.010683034967623357 -0.013310629089398417 0.0022469054541513897 -0.011197079167538459 -0.01487171296093107 0.010778798134041631
leaf_weight=57.858049690723419 77.70176275074482 39.749522790312767 88.51582932472229 20.069714307785034 48.484393954277039 21.451829522848129 18.687335923314095 13.480857864022253 11.648736625909807 14.880023449659346 13.554678037762644 22.075142666697502 45.599444687366486 22.086228132247925 42.028104349970818 9.250819921493532 64.130214273929596 307.89065301418304 8.1508500576019305 50.512789070606232 13.933970689773558 8.9433456361293775 8.9812879860401136 11.909764871001242 10.881226539611815 13.97207100689411 17.27583222091198 21.648749426007271 9.2613011598587018 6.1923131346702567
leaf_count=398 479 113 612 91 310 45 126 90 39 60 44 97 265 113 108 27 173 689 24 129 36 62 59 68 27 79 70 124 61 15
internal_value=-4.9437e-06 0.00480054 -0.0065075 -0.00419876 -0.00210365 -0.00614386 -0.00182773 -0.00509233 0.00938285 -0.0131144 0.00510577 -0.00267233 -0.00154911 0.0022508 0.00559261 -0.00576269 0.00591405 0.0100249 0.0108694 0.00570384 0.00118985 -0.00539215 -0.00411362 -0.00471545 -4.79942e-05 -0.00428993 -0.00903176 -0.00523026 0.00423491 -0.00459347
internal_weight=1120.81 644.507 476.3 387.784 310.082 190.21 117.472 225.882 454.297 72.7381 59.8598 177.398 163.917 86.1895 64.1032 77.7276 84.1999 433.667 378.464 70.5734 32.1281 18.1942 20.63 20.0606 38.408 27.5267 57.6119 38.9246 55.2031 15.4536
internal_count=4633 2170 2463 1851 1372 973 515 1108 1197 458 195 798 708 318 205 390 264 1099 910 221 125 89 98 92 150 123 320 194 189 76
is_linear=0
shrinkage=0.0113486


Tree=4
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 2 2 2 2 0 2 2 2 0 0 2 1 0 1 1 0 1 1 1 0 0 2 2 2 2
split_gain=228.544 134.584 131.119 69.6836 47.0028 46.1343 37.6169 30.9215 30.4941 26.5588 25.728 24.8793 22.1108 25.1215 17.7099 42.0671 30.4674 14.9307 20.0432 16.2277 13.9208 12.784 18.9879 11.9295 13.7209 18.4338 11.8335 20.1345 11.7549 24.235
threshold=0.57212358910000016 0.45798030000000006 0.39078171310000004 0.53146612375000013 0.47880302985000006 44.749265482150008 43.895345911700005 44.279556297950009 38.238138001450004 0.53447501570000011 42.154118731400011 48.393869453650005 49.247968080500009 0.6310290111500001 0.41973294215000007 41.873095646600007 0.34007963835000005 0.50730517050000012 0.37644082515000005 0.36994401365000007 0.58035687555000015 0.34575312120000007 0.34545372890000009 0.39995808510000008 0.54504356155000011 0.56859076075000015 41.489621506400006 42.844429421150004 44.202975721700007 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 11 4 28 10 -2 8 17 -5 -8 -3 14 13 -7 -1 16 -16 21 19 -19 -14 22 26 -10 -25 -26 -6 -28 29 -4
right_child=5 2 3 6 7 12 9 -9 23 -11 -12 -13 20 -15 15 -17 -18 18 -20 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.01675502436304142 -0.015881996983705678 0.0055179766560673167 -0.011400945479918894 -0.0074850430485253706 0.0146142738319979 0.011904928229428258 0.011707922718204236 -0.0059481350718121554 -0.010910042025315239 -0.016059894719855271 -0.0057405270621985888 0.0030862500998739277 0.0030161637664518947 -0.010616302957583538 0.01157883130114121 -0.019948343831889842 -0.019425779784416456 0.0063849723944594981 0.0090810264731188747 -0.016953771796777047 -0.015229022436685872 0.013260050635613283 -0.0012284792969223363 0.011007936656681231 -0.00019468777416882261 0.013159867564797319 -0.0059826926763602703 0.013651367240461365 -0.018687508968454298 0.017531833238749496
leaf_weight=52.297224402427673 129.4863398373127 76.919230222702026 45.393756508827209 29.559797644615173 47.952306464314461 19.591506078839306 6.0490732491016415 17.052289679646492 5.7796260714530936 25.328708156943321 45.970774605870247 18.19543494284153 8.0202257335186022 10.943131148815153 18.196657896041874 18.459555447101593 5.9661317765712729 8.0824961662292498 52.71769106388092 8.8452265709638578 22.727277219295502 207.36379797756672 23.692361146211624 56.553157433867455 56.496325924992561 19.783360838890076 13.128093004226686 16.981733158230782 25.768444165587425 4.5120438933372489
leaf_count=378 889 250 282 161 94 53 17 88 31 161 233 67 32 68 47 131 43 24 141 56 152 435 90 141 233 46 58 36 185 11
internal_value=-8.32669e-06 0.00248303 0.00421416 -0.00242842 0.0077387 -0.011854 0.00126091 0.00973575 0.00349385 -0.0107068 0.00130639 -0.00966736 -0.00334296 0.00383368 -0.0121121 -0.00641537 0.00392336 0.0104419 0.00546163 -0.0058102 -0.0104699 0.0115639 0.00810741 0.00583515 0.00656374 0.00326886 0.0109409 0.00509078 -0.012157 -0.0087851
internal_weight=1097.81 907.045 793.93 275.224 518.706 190.768 199.55 395.816 168.172 31.3778 122.89 113.115 61.2821 30.5346 94.9196 42.6223 24.1628 378.764 69.6454 16.9277 30.7475 309.118 101.754 138.612 132.833 76.2797 78.0621 30.1098 75.6742 49.9058
internal_count=4633 3439 2773 1268 1505 1194 790 1022 612 178 483 666 305 121 599 221 90 934 221 80 184 713 278 451 420 279 188 94 478 293
is_linear=0
shrinkage=0.0119063


Tree=5
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 0 2 2 2 0 2 2 2 0 1 0 2 1 0 0 1 1 2 2 2 2 0 0 2 1
split_gain=191.555 112.44 108.705 58.5704 40.0677 39.9037 30.998 25.8329 24.9565 21.9996 21.6067 21.4413 18.374 20.6016 15.9598 15.657 35.7211 25.4939 13.75 19.4174 13.486 16.885 17.0596 15.3878 12.8776 12.175 11.8439 11.6794 11.0028 10.9866
threshold=0.57212358910000016 0.45798030000000006 0.39078171310000004 0.53146612375000013 44.749265482150008 0.47880302985000006 43.895345911700005 44.279556297950009 38.238138001450004 0.53447501570000011 39.427119987250002 48.393869453650005 49.247968080500009 0.6310290111500001 0.35394149875000008 0.41973294215000007 41.873095646600007 0.34007963835000005 0.47697673720000006 0.47787491390000009 0.3584174126500001 0.34575312120000007 41.289992964000007 42.982930821650008 41.976795488650005 40.518963363600001 0.58035687555000015 0.49688632075000011 48.96897326980001 0.34518427590000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 -4 -2 10 8 20 -5 -8 -3 15 13 -6 18 -1 17 -17 29 24 21 22 -7 -24 -20 -21 -14 -22 -13 -12
right_child=4 2 3 6 12 7 9 -9 -10 -11 14 28 26 -15 -16 16 -18 -19 19 25 27 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.020100238119202377 -0.018868783739627016 0.013944444790473532 -0.01432187794114115 -0.0086130268271143451 0.013657692953314489 0.015532946836513045 0.013323948960229624 -0.0068173207836550159 0.0067141512834912797 -0.018726378953632734 -0.0044399571635539937 0.014439873043642975 0.003432108705478964 -0.012371240150163972 0.016929529739911658 0.013354384696226632 -0.023752474212333903 -0.023237404065265331 0.015388808267981663 0.005595741924020005 -0.012310821357645966 0.017441602287667231 -0.003369084750019347 0.014163888317103879 -0.003979079456639294 -0.020349042036039468 -0.017956379151340275 0.0091601973955703683 -0.0090647961150469442 -0.021579317135030869
leaf_weight=49.803004741668701 124.45299631357193 25.165401637554169 73.355254650115967 29.286343097686768 19.465393096208576 50.954235449433327 6.0561511218547848 16.958476275205612 137.38960739970207 24.780076071619987 22.820986539125443 9.7388298511505145 8.0307538807392138 10.71288216114044 9.4084178954362851 17.988700255751613 17.704038053750992 5.6969530731439582 20.796025589108467 6.3176020681858089 6.0602312684059134 148.62529517710209 30.965315282344818 17.979930177330971 12.484295725822447 11.762832969427107 22.001652255654335 115.09150195121765 8.4545441418886167 13.542214021086691
leaf_count=378 889 62 478 161 53 111 17 88 451 161 106 26 32 68 25 47 131 43 49 20 28 297 125 42 59 71 152 331 41 91
internal_value=-1.38027e-05 0.00288763 0.00489532 -0.00281955 -0.0139847 0.00900138 0.00145237 0.0113754 0.00402104 -0.0124318 0.00149619 -0.011425 -0.00388946 0.00441777 -0.00172894 -0.014406 -0.00755427 0.0045532 -0.00373007 0.00129163 0.0122099 0.0142202 0.00942758 0.00307162 0.00812342 -0.0112835 -0.012237 0.00808618 0.00351715 -0.0108229
internal_weight=1073.85 889.186 779.8 270.867 184.664 508.933 197.512 386.635 166.676 30.8362 122.298 109.386 60.2107 30.1783 97.1324 91.1927 41.3897 23.6857 87.724 51.3608 369.677 248.525 99.8995 48.9452 33.2803 18.0804 30.0324 121.152 18.1934 36.3632
internal_count=4633 3439 2773 1268 1194 1505 790 1022 612 178 483 666 305 121 421 599 221 90 396 199 934 575 278 167 108 91 184 359 67 197
is_linear=0
shrinkage=0.0150745


Tree=6
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 0 1 2 1 1 1 1 1 0 2 2 0 0 2 1 0 1 0 1 1 2 2 1 0
split_gain=197.671 180.843 69.4417 38.8017 44.518 33.3193 30.968 48.1533 20.5214 20.1374 19.9218 22.9916 19.6482 20.2967 22.1428 19.9802 16.2939 15.15 16.9379 15.6598 13.4792 12.4585 22.7722 11.3037 10.6079 13.9835 17.9299 16.3315 9.80932 9.39818
threshold=0.39170982905000007 0.47697673720000006 0.50634711535000021 0.53146612375000013 37.232443001650005 0.5485614203000001 0.42615490555000007 0.3447651268000001 44.131787411600008 0.39995808510000008 0.33894194785000004 0.32467590790000006 0.43584024430000007 0.4529056016000001 0.57212358910000016 44.749265482150008 48.393869453650005 0.52324780695000006 0.47938684470000009 41.976795488650005 0.34584293880000011 0.60710757165000018 0.48616807880000007 0.5641597557000001 0.3584174126500001 0.34575312120000007 41.289992964000007 42.982930821650008 0.40651477500000005 0.47847369840000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 28 9 16 10 17 -6 11 -8 -7 14 -14 23 -1 18 19 29 -21 22 -17 -15 25 26 -20 -28 -5 -3
right_child=2 8 -4 4 5 12 7 -9 -10 -11 -12 -13 13 15 -16 21 -18 -19 24 20 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.015378332578764259 -0.012380090432676226 0.01091514410715682 -0.017062011656489955 0.00080488936951428802 -0.011479302273387473 -0.012106902158257715 0.009606779201714712 -0.011253969700806461 -0.0019587212382790173 0.0079866976464411498 0.012197002002160224 -0.014641404788130988 0.0091052298578188119 0.0044173318437549253 -0.0061719139146539856 0.008252440571775984 -0.0010188567691689823 -0.0030212939031030346 0.013631488342729233 -0.016726959081016464 0.0049564428532648296 0.0096681058826112616 -0.01964289709555039 -0.012233410755475344 0.0074834256337412038 0.014422060204134042 -0.0026129841947118973 0.012492020763924704 -0.016304534478792584 -0.0015918076407874743
leaf_weight=56.981123819947243 68.791907489299774 32.891600593924522 73.676714643836021 5.8495454043149939 8.9167804867029172 31.62111259996891 11.573544114828112 44.986170053482056 26.582924053072929 76.564085438847542 31.599163576960564 11.938456177711485 41.246550470590591 7.0694609582424155 21.790728390216827 9.1492586433887499 15.002564981579779 14.861394464969633 47.902297556400299 8.9094410538673419 8.343058690428732 16.495645508170128 8.4690113514661771 45.975686728954315 111.02771960198879 147.20933353900909 29.29756361246109 16.9985062032938 36.207400545477867 12.445940628647802
leaf_count=415 449 82 554 24 48 190 32 278 120 220 75 70 113 29 116 27 61 65 99 59 31 49 61 297 321 291 117 38 253 49
internal_value=1.07933e-05 0.00445665 -0.00617402 -0.00405265 -0.00220086 -0.000356197 -0.00625304 -0.0018429 0.00849401 0.00595614 0.00583918 -0.00270548 -0.00332392 -0.00147482 0.00382423 -0.00530733 -0.0123856 0.00914038 0.00957587 0.00369914 -0.00624118 0.00201177 -0.0051567 -0.0100143 0.0106195 0.0120619 0.00837351 0.00293311 -0.0139248 0.00748177
internal_weight=1080.37 628.551 451.824 378.147 309.355 267.298 172.081 100.097 456.47 85.4809 55.1112 23.512 181.817 150.196 63.0373 87.1591 71.9837 429.887 415.025 62.59 17.2525 34.1139 17.6183 53.0451 352.435 241.408 94.1984 46.2961 42.0569 45.3375
internal_count=4633 2203 2430 1876 1427 1150 931 455 1272 268 177 102 882 692 229 463 476 1152 1087 221 90 137 88 326 866 545 254 155 277 131
is_linear=0
shrinkage=0.0122591


Tree=7
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 2 0 0 1 2 2 0 1 2 0 1 0 2 0 1 1 2 0 0 0 1 1 1 0 2
split_gain=162.595 96.2867 93.605 50.4335 42.5119 34.6348 34.1433 22.8318 25.2848 18.8482 18.086 18.0476 24.9481 15.8396 17.2643 14.4859 14.0742 30.8535 16.2149 12.1538 10.9203 17.1197 13.3139 10.0843 9.5037 9.39101 9.38758 18.2882 9.26014 11.4856
threshold=0.57212358910000016 0.45798030000000006 0.39078171310000004 0.53634621715000008 43.895345911700005 44.749265482150008 0.47880302985000006 0.50913146310000013 0.37977904855000005 48.393869453650005 39.427119987250002 0.54504356155000011 0.43540612555000008 49.247968080500009 0.6310290111500001 0.34007963835000005 0.41973294215000007 41.873095646600007 0.4413939702500001 0.35394149875000008 0.34575312120000007 41.289992964000007 0.48368312325000012 0.58035687555000015 0.48104847160000008 0.34587287805000005 0.4529056016000001 0.46280051495000007 0.47847369840000004 41.972095654800007
decision_type=2 2 2 2 2 2 2 2 2 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 11 -2 10 20 -9 16 -3 -5 -13 14 -7 -12 -1 18 -18 28 21 -8 24 -15 -23 -22 -14 -28 29 -17
right_child=5 2 3 4 -6 13 7 8 -10 -11 15 12 26 23 -16 19 17 -19 -20 -21 25 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.016981123149493429 -0.015693007425367882 0.011391858959281825 -0.01057950083072288 0.00978540949845794 -0.015041684837475243 0.011028407769831855 0.012885740474245235 -0.0094098463695784836 0.0077103075924370816 0.0028090290249380267 -0.022862167621193221 -0.0081370318374118147 0.0092213193921449454 0.0024886389362030717 -0.01013558493530267 0.0051807989049036021 0.0098210529878595548 -0.019915270393281548 -0.016365269517768979 0.014201432007478624 0.018044909354779235 -0.0016170130386840731 -0.0092084352955985379 -0.014956458337194131 0.012149933013773659 0.011200814353552699 -0.017014500363011179 0.011352850706098832 -0.016292901897172196 -0.0052761822861873827
leaf_weight=47.483830809593201 119.25145070999861 24.722757905721664 88.180174469947815 61.793191164731979 23.328365653753281 19.322441399097446 49.535625860095024 21.501854225993156 52.434088692069054 18.138350278139114 5.2352640330791465 36.127484008669853 42.172682642936707 8.0670869350433367 10.523744270205496 34.868675544857979 17.771845877170566 16.979414746165276 5.4651871919631949 9.3942399173974973 45.516394793987274 15.777726799249647 13.884184032678602 21.381390154361725 20.226137116551399 160.04888942837715 7.9724085777997997 8.097381725907324 7.0846057832241049 39.712055251002312
leaf_count=378 889 62 555 165 155 53 111 115 154 67 36 192 120 32 68 114 54 131 36 25 78 62 64 152 49 389 52 29 41 205
internal_value=-3.1814e-06 0.00236 0.00399912 -0.00234589 0.00169909 -0.0115639 0.00739626 0.00935979 0.00273147 -0.00952798 0.00124817 0.00419991 0.000542536 -0.00325969 0.003566 -0.00135612 -0.0120795 -0.00629222 0.00366221 -0.000119675 0.0109666 0.00734921 0.00185178 -0.0101776 0.00611694 0.0127162 0.00592642 -0.00272052 -0.00176708 -0.000387237
internal_weight=1052 873.453 767.614 267.672 179.492 178.546 499.942 378.925 73.9359 105.839 121.018 156.163 94.37 59.2947 29.8462 96.2948 87.7003 40.2164 23.237 91.0596 304.989 99.4237 49.888 29.4485 36.0039 205.565 58.2425 16.0698 81.6653 74.5807
internal_count=4633 3439 2773 1268 713 1194 1505 1022 269 666 483 558 393 305 121 421 599 221 90 385 753 286 175 184 111 467 201 81 360 319
is_linear=0
shrinkage=0.0132952


Tree=8
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 2 0 2 0 0 2 2 2 0 1 2 2 1 1 1 1 2 1 1 1 2 1 0 2 2
split_gain=137.207 81.9987 93.7557 45.6246 31.8665 30.4893 26.2717 24.6469 20.7199 20.9352 18.8073 14.2391 13.2338 14.2258 12.459 12.4476 11.5104 11.2929 31.3611 11.0247 16.187 10.0625 10.4394 10.0294 9.97181 11.7882 13.771 10.5173 9.01595 15.985
threshold=0.57212358910000016 0.43572048740000008 44.202975721700007 0.39078171310000004 0.47938684470000009 44.749265482150008 0.53634621715000008 43.968221017800005 0.54504356155000011 0.56974342085000018 48.393869453650005 42.243697547450004 49.247968080500009 0.6310290111500001 0.3584174126500001 48.96897326980001 43.477771593600004 0.39563186730000005 0.39431454150000006 0.34575312120000007 0.34545372890000009 43.564719632750005 0.43540612555000008 0.36476452800000009 0.39170982905000007 47.74983977685001 0.3584174126500001 0.47774018740000007 41.489621506400006 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 10 3 4 11 -2 7 17 -8 21 -1 -3 13 -7 19 -12 -13 18 -5 20 28 22 -10 -16 25 26 27 -4 -6 -30
right_child=5 2 24 6 14 12 8 -9 9 -11 15 16 -14 -15 23 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.014373340199754812 -0.014726164075144448 0.0044864516137276865 -0.010848124076290334 -0.012321278133010854 0.014465508495042608 0.0099634806875464645 0.0087897455664348156 0.019180060663936731 -0.0070453549132455228 0.014144893104309933 0.011174924006998245 -0.0094360791329637962 -0.0093593891635043967 -0.0092658786357309939 -0.0073971835265065917 -0.011225451560944195 0.0071942869909499239 -0.015538546910191324 0.024849594980263092 0.013563641891034355 -0.002571726988241387 -0.015827592944216616 0.0026096526421109287 0.0070213875766082226 -0.01473889584552991 0.0060189132887948308 -0.018109815740001874 0.014724918606422126 -0.0066634307903842057 0.013811710572604264
leaf_weight=59.365580387413502 113.68335995823145 97.460299380123615 6.0127201825380343 15.734135776758196 42.433872431516647 19.095895230770115 60.989704743027687 5.380425125360488 35.143010064959526 13.869059488177298 9.6730871200561541 27.608650356531143 28.637165866792202 10.284398600459097 9.0884296596050245 7.7741469144821158 9.796993821859358 30.824995487928391 5.2627655267715445 136.32628678530455 20.815532103180885 9.8556115776300413 43.594098851084709 107.82725183665752 40.676589377224445 11.185552716255186 15.582230925559996 5.2199337780475616 11.934059321880342 14.89127494394779
leaf_count=464 889 337 34 107 88 53 166 13 187 30 26 165 184 68 39 40 34 213 17 293 81 71 170 318 290 42 117 12 53 32
internal_value=-6.04608e-06 0.00215489 0.00343843 0.00497425 0.00726211 -0.0107581 1.61991e-05 -0.00767217 0.00270686 -0.000913939 -0.0108374 0.00183305 -0.00298287 0.00323236 0.00939482 0.00119375 -0.00508038 -0.0104601 -0.00300459 0.0111993 0.00762087 -0.00327138 -0.0016997 0.00590056 -0.0102032 -0.0053481 -0.0100897 0.00103594 0.0106842 0.00470273
internal_weight=1026.03 854.326 777.513 698.836 478.183 171.701 220.654 57.2023 163.451 102.462 76.8128 134.866 58.0175 29.3803 343.317 17.4472 37.4056 51.8219 20.9969 226.401 90.0747 88.5927 78.7371 116.916 78.677 38.0004 26.8149 11.2327 69.2592 26.8253
internal_count=4633 3439 2909 2414 1440 1194 974 350 624 458 530 536 305 121 904 66 199 337 124 547 254 428 357 357 495 205 163 46 173 85
is_linear=0
shrinkage=0.0131813


Tree=9
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 0 1 2 1 0 1 2 1 2 1 1 2 0 1 0 1 2 2 1 2 0 0 2 1
split_gain=149.084 137.928 59.522 33.0408 39.6768 26.8066 24.752 42.337 17.4852 17.1517 17.0779 20.6295 16.5463 16.4469 16.5333 15.9745 15.5541 15.462 15.0089 13.264 12.9849 12.8229 12.3142 13.2172 12.2694 12.9942 24.4275 12.0952 11.3411 9.61547
threshold=0.39170982905000007 0.47697673720000006 0.50634711535000021 0.53146612375000013 37.232443001650005 0.5485614203000001 0.41973294215000007 0.3447651268000001 44.952171034750002 0.43584024430000007 0.50730517050000012 0.37644082515000005 37.995872310650007 0.34584293880000011 41.909642283050012 0.4172030777500001 0.43837010870000009 42.982930821650008 0.53998383280000006 0.36510882910000009 0.5641597557000001 0.34377713240000007 44.749265482150008 51.757767929250001 0.34587287805000005 42.081757894750005 0.50291907430000016 0.57161462230000015 43.219899330700009 0.39995808510000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 15 8 12 -1 -7 13 19 -8 14 -3 18 27 -16 29 -12 -18 -14 -22 -24 -15 -26 28 -11 -27 -6
right_child=2 10 -4 4 5 9 7 -9 -10 16 11 -13 21 24 17 -17 20 -19 -20 -21 22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.013121411188918485 -0.0093149313579216231 0.0068826725515726975 -0.013088536743969688 -0.010755926353366791 -0.0079456836331821476 -0.0090573900652806474 0.010938882756527558 -0.0090876160480973488 -0.0012531517885143993 -0.00014290135343125699 0.0058779306331449826 0.0048548004014136049 -0.0036202989154625847 0.014022164747576532 -0.0064449468576558925 0.0080606125667997582 0.0049737078919804409 0.004984888206141163 -0.01370976560172041 -0.012144698742388273 -0.0062556579054342904 0.0093705589605613034 0.0039122541446222382 -0.0098619407016099364 0.009534236529975754 -0.0084107690027323857 0.013724240321288744 0.016221611458385337 0.0036720115623201642 0.0065363333873043258
leaf_weight=43.225141435861588 65.697437129914761 102.51798754930496 68.178345985710621 40.022284314036369 6.2336337715387407 30.72786808013916 21.451449453830719 44.138725601136684 17.622076094150543 9.294389411807062 5.8317722678184536 64.726415008306503 27.994686618447304 39.240748256444931 22.038809239864349 52.324899524450302 21.959098786115646 26.035384759306908 7.2175396531820288 14.01378859579563 64.148367911577225 10.55006021261215 31.325939811766148 9.0562242418527585 120.09078864753246 14.157104611396791 15.305164977908133 8.9317320138216001 17.539276912808418 17.899308457970619
leaf_count=358 449 277 554 277 35 190 48 283 80 36 17 209 136 67 110 140 73 81 42 85 396 26 115 58 273 69 27 14 57 51
internal_value=2.4968e-05 0.00323845 -0.0044758 -0.00286632 -0.00145007 -1.27318e-05 -0.0045957 -0.00162242 -0.00968422 -0.00224337 0.00616597 0.00210849 0.00386967 0.00712738 0.00460411 0.00466428 -0.000796528 -0.000254928 -0.0010043 -0.00684861 -0.00204625 -6.45788e-05 -0.00352095 0.000823212 0.00896898 0.00778227 0.00330593 0.00787655 -0.00172473 0.00279557
internal_weight=1039.5 606.479 433.017 364.839 299.141 259.119 164.982 104.135 60.8472 175.444 441.497 84.572 59.9962 356.925 150.592 83.6754 144.716 48.0742 31.3505 19.8456 126.49 38.5447 104.531 40.3822 206.333 167.092 47.0015 18.2261 31.6964 24.1329
internal_count=4633 2203 2430 1876 1427 1150 931 493 438 882 1272 311 210 961 468 268 692 191 128 102 642 162 569 173 493 426 153 50 126 86
is_linear=0
shrinkage=0.0100422


Tree=10
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 2 0 2 0 0 0 1 2 2 2 2 0 1 2 2 2 0 0 0 0 0 1 2 0 1
split_gain=121.236 72.7425 76.5258 31.0519 27.6081 27.1055 19.0556 16.6083 34.8854 12.5651 12.4113 15.1001 11.7678 11.2604 11.1696 23.9234 12.8826 11.0417 13.5794 13.2681 11.2231 10.4537 18.9583 15.0119 21.8084 18.1326 11.558 8.58203 11.7121 8.25222
threshold=0.57212358910000016 42.783136484500005 0.41973294215000007 0.37227927305000003 0.47938684470000009 44.749265482150008 0.55788748840000013 44.202975721700007 0.47880302985000006 0.56974342085000018 0.68131193680000013 0.44922307715000004 51.757767929250001 42.982930821650008 42.684965421050009 42.123054668150012 0.49588335680000006 0.39170982905000007 47.74983977685001 48.96897326980001 45.205561619650005 0.5116313883000001 0.50291907430000016 0.52324780695000006 0.53634621715000008 0.54695967185000016 0.38976377950000002 43.477771593600004 0.45798030000000006 0.49284452560000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -4 29 7 8 27 21 11 -7 -13 -10 15 -6 -17 18 20 -20 -9 22 -5 -23 26 -26 -25 -3 -29 -2
right_child=5 6 3 9 14 10 -8 17 13 -11 -12 12 -14 -15 -16 16 -18 -19 19 -21 -22 23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.01406525557281992 -0.0089631113987429564 -0.01541965998654669 0.0024013541367664459 0.0045495477285514563 0.0093194646352043106 -0.015865506951871351 -0.016242427616183944 -0.0012738871170653284 -0.0071569341778942299 0.012400427666270065 -0.015678079461300648 0.0053554925288198229 -0.0096003114581468194 0.0062670902908534554 0.014886900816877865 -0.012186038916415285 0.0084563925600743724 -0.011564772008834311 0.0086588473049294401 -0.0072264617660439869 -0.014897036498520502 0.0075558607293953212 -0.022185248296002585 0.011558791060638623 0.0067386122658758324 -0.0018467395613684086 -0.0089856457690308256 -0.015432187681096202 0.0058082599246438672 -0.015283654689541619
leaf_weight=30.206376053392887 51.61673392355442 17.219927139580253 121.13060326129198 7.0338770896196348 176.31562438607216 7.0931064635515204 15.481922909617422 14.755626015365122 9.4679690450429899 13.200511932373045 8.1372609958052617 33.295621365308762 8.7562918215990049 63.205155268311501 37.65519492328167 11.148064352571966 6.1997541338205329 35.331102460622787 17.124176815152172 11.637936964631079 17.326588839292526 43.236599519848824 6.9481009840965271 3.9758474677801123 63.297394618391991 66.452730372548103 39.067789703607559 5.9938139542937261 7.9698790460824966 57.595793731510639
leaf_count=268 377 131 460 26 435 46 117 73 45 28 69 129 61 201 69 57 16 257 50 59 138 127 49 9 181 311 251 53 28 512
internal_value=8.26446e-06 0.00177935 0.00376004 0.00466397 0.00684124 -0.00894191 -0.00397273 -0.00302309 0.000160017 0.0015088 -0.00254636 -0.00037205 0.00224131 0.00451819 0.0091662 0.00805389 -0.00480886 -0.00646042 -0.00349642 0.00223122 -0.00863132 0.000883725 -0.00873584 0.00150633 -7.39387e-06 0.00234154 -0.007088 -0.00999666 -0.00330905 -0.0122964
internal_weight=1007.88 841.383 625.868 595.662 352.449 166.495 215.514 200.032 103.857 243.213 57.2823 49.145 42.0519 72.6731 231.319 193.663 17.3478 96.1754 60.8443 28.7621 32.0822 230.012 13.982 216.03 172.794 129.75 43.0436 31.1836 13.9637 109.213
internal_count=4633 3439 2287 2019 1037 1194 1152 1035 458 982 305 236 190 246 577 508 73 577 320 109 211 954 75 879 752 492 260 212 81 889
is_linear=0
shrinkage=0.0114795


Tree=11
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 1 0 0 1 1 0 1 1 2 1 2 0 1 2 0 0 1 1 1 2 0 0 1 1
split_gain=141.216 131.286 56.6578 33.3358 39.9536 25.786 34.7646 24.1656 18.0015 17.5362 16.7433 18.1661 16.0344 17.9962 15.0501 14.1246 13.7687 11.6982 23.0009 11.1744 9.92556 9.70491 9.58147 10.1646 13.3297 9.86088 40.7609 11.9894 29.1599 9.34315
threshold=0.39170982905000007 0.47721625100000004 0.50634711535000021 0.53146612375000013 37.232443001650005 0.42314601355000009 0.3447651268000001 0.5485614203000001 0.52324780695000006 0.43584024430000007 0.4529056016000001 0.57212358910000016 0.33894194785000004 0.32467590790000006 44.749265482150008 0.39995808510000008 44.952171034750002 0.60710757165000018 0.48616807880000007 45.321989007550009 0.47938684470000009 0.47673722340000008 0.3584174126500001 0.34575312120000007 0.34545372890000009 37.765550062200006 0.50101793360000013 0.50730517050000012 0.37820723930000005 0.40651477500000005
decision_type=2 2 2 2 2 2 2 2 2 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 29 16 12 15 19 -9 11 -11 13 -7 -12 -6 -1 18 -16 20 -3 -8 23 24 -22 -24 -27 -28 -29 -5
right_child=2 8 -4 4 7 6 21 9 -10 10 14 -13 -14 -15 17 -17 -18 -19 -20 -21 22 -23 25 -25 -26 26 27 28 -30 -31
leaf_value=-0.014496578111579497 -0.010881982972909699 0.003524298345045346 -0.015071050733153032 0.001330577097253074 -0.0089349685933370771 0.0068102556842293419 -0.011226336558416039 -0.010475794181918472 -0.0034480964490732268 0.008538765928227882 -0.0082197630536732808 -0.0049822735771593912 0.010459706869761073 -0.012747021512924919 0.0082809664500348261 0.0069390512020356494 -0.002458912347928536 0.009192042254619984 -0.018884021127048248 -0.0038797738927314018 0.0096576342170300745 3.6248753124963112e-05 0.010360669564817078 0.012234382336097797 -0.00092320846477174335 -0.024847900257101336 0.013175885902514587 -0.014905376349773935 0.0083690622347053368 -0.014880578512897411
leaf_weight=43.91526236385107 65.252425394952297 56.25479319691658 66.503479681909084 5.7314624935388556 8.6342604458332044 14.496381267905237 39.92983789741993 30.614102236926556 20.757226184010506 40.60726523399353 49.712574601173401 20.717199772596359 31.714847147464752 11.769394867122172 8.9783515632152575 74.603155374526978 18.705643802881241 16.08613583445549 8.2638743817806226 11.058473885059355 70.48272742331028 14.361898720264433 43.228058725595474 137.86387138068676 21.437074065208435 6.4784124791622153 21.604643762111664 10.096082225441931 28.160673692822456 34.172230161726475
leaf_count=368 449 198 554 24 48 46 262 190 96 113 326 116 79 70 27 220 90 49 61 54 177 58 104 295 82 42 44 62 76 253
internal_value=4.43942e-05 0.00371596 -0.00509997 -0.00327509 -0.0016101 -0.00485973 -0.00149029 8.08294e-05 0.00722498 -0.00239832 -0.000685412 0.00397096 0.00483657 -0.00195314 -0.00412407 0.00529243 -0.0109008 0.00198506 -0.0047387 0.00776976 0.0080954 -0.00824702 0.00885316 0.0102165 0.00719002 0.005994 0.00314861 0.00617849 0.00222686 -0.0125521
internal_weight=1032.19 602.315 429.877 363.373 298.121 174.893 112.272 258.217 427.422 174.98 144.365 61.3245 57.9806 26.2658 83.0409 83.2374 62.6209 33.3284 17.2422 406.665 395.606 54.2917 339.352 229.784 91.9198 109.568 66.3398 59.8614 38.2568 39.9037
internal_count=4633 2203 2430 1876 1427 973 515 1150 1230 882 692 229 195 116 463 268 458 137 88 1134 1080 320 882 554 259 328 224 182 138 277
is_linear=0
shrinkage=0.0117498


Tree=12
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 2 0 2 1 1 2 1 2 0 1 1 0 2 1 2 1 2 0 1 1 1 1 1 0 1
split_gain=107.789 63.9434 63.5415 34.6142 33.0394 24.5721 21.9275 18.4447 16.6327 20.0087 17.6713 18.124 15.5455 11.0887 12.6641 10.855 12.1528 10.4046 10.1146 12.462 11.5453 10.0122 12.6956 9.95435 25.6714 9.63025 9.11639 12.7132 8.63185 8.08102
threshold=0.57212358910000016 0.42615490555000007 44.202975721700007 0.39078171310000004 0.47938684470000009 44.749265482150008 0.53634621715000008 43.968221017800005 0.4529056016000001 0.46280051495000007 38.238138001450004 0.40651477500000005 42.154118731400011 0.68131193680000013 0.44922307715000004 0.3584174126500001 0.49688632075000011 48.393869453650005 0.39170982905000007 47.74983977685001 0.3584174126500001 49.247968080500009 0.58035687555000015 0.39563186730000005 0.39431454150000006 0.3447651268000001 0.34575312120000007 0.34545372890000009 0.47774018740000007 0.49284452560000008
decision_type=2 2 2 2 2 2 2 2 2 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 29 7 23 10 -10 11 -8 -3 14 -7 26 -17 -1 19 20 28 -16 -23 24 -5 -14 27 -6 -4 -2
right_child=5 2 18 6 15 13 8 -9 9 -11 -12 -13 25 -15 21 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.013854488899124799 -0.0097470451535078117 0.0037309616011240152 -0.0096925239004863484 -0.011470787843254674 0.0097642293095605587 -0.016911153154903571 0.013820457761740176 0.015763632556608554 -0.017012050602883622 0.0082580588600411516 0.0061778619101431637 -0.013248132015898363 0.0056746623104874296 -0.017421595467519972 0.0082827214217841578 -0.013895792435962586 0.0061854979739861286 -0.001268620657060757 -0.013091437770046239 0.0064871387408734051 -0.016606545292760486 0.011533145983463583 -0.011322237731552373 -0.014503104400377321 0.021492751661013079 -0.0092427609538060142 0.01244835906990488 -0.0019517064886514926 0.01353064098729272 -0.017028941537319726
leaf_weight=47.39898457378149 50.388588197529316 100.39274795353413 5.9059173166751879 15.221670627593996 66.505020752549171 6.9540280029177657 5.6683999747037914 5.440155401825904 14.907515883445742 8.4334244579076749 114.83311723172665 17.019036114215851 9.6833288669586164 7.7260630205273619 22.04867747426033 5.4383564442396155 109.29886223375797 14.822284385561941 38.190204627811909 13.682463347911833 14.70585350692272 5.9452456831932095 14.05461937189102 29.778507962822914 5.5392984598875037 32.10327272862196 128.38975411653519 20.933234050869942 5.1510710418224335 54.568906649947166
leaf_count=415 377 351 34 107 173 46 16 13 112 30 358 108 36 69 72 27 330 61 290 47 118 18 100 213 17 197 293 81 12 512
internal_value=1.78683e-05 0.00192689 0.0029636 0.00422964 0.00621909 -0.0097753 -0.00010766 -0.00717536 0.00235189 -0.00788159 0.00408879 -0.00648511 0.000933949 -0.00282292 -0.000521196 0.00849228 0.00523368 -0.0108563 -0.00828183 -0.00362526 -0.00899588 0.00218939 -0.00452815 -0.00964455 -0.00267568 -0.0057859 0.0102246 0.00695937 0.00112635 -0.013533
internal_weight=991.129 829.442 767.221 689.586 472.745 161.686 216.841 55.9796 160.861 23.3409 137.521 22.6874 142.179 56.7286 49.0026 330.565 114.737 62.2213 77.6355 39.4453 25.7628 42.0485 19.9999 50.5395 20.761 41.7866 215.828 87.4383 11.057 104.957
internal_count=4633 3439 2963 2462 1488 1194 974 350 624 142 482 124 584 305 236 904 357 476 501 211 164 190 118 337 124 233 547 254 46 889
is_linear=0
shrinkage=0.0131112


Tree=13
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 2 2 2 2 2 2 0 1 1 1 0 0 2 1 2 0 1 0 1 0 1 0 2 2 1
split_gain=91.9652 54.4459 55.6474 32.7868 19.2098 19.1164 17.9781 17.0462 18.2997 29.1979 15.9192 15.47 13.9009 13.5461 12.1154 21.2059 10.7012 14.1667 13.0208 16.4197 9.89446 15.5727 9.70415 18.0465 9.65193 9.07474 8.60973 8.36736 13.7566 8.18845
threshold=0.4529056016000001 0.47396784530000008 0.39170982905000007 0.53146612375000013 0.50634711535000021 38.238138001450004 48.109449608500007 42.783136484500005 42.684965421050009 42.123054668150012 44.749265482150008 0.47774018740000007 0.36880632320000012 0.39670967935000007 0.4172030777500001 0.53998383280000006 0.41973294215000007 44.952171034750002 0.34422622080000004 37.572218886150004 0.5485614203000001 0.43584024430000007 0.60710757165000018 0.48616807880000007 0.5641597557000001 0.34518427590000006 0.52324780695000006 44.202975721700007 43.968221017800005 0.32467590790000006
decision_type=2 2 2 2 2 2 2 2 2 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 7 27 10 13 14 8 9 26 24 25 -11 -5 15 -7 17 -1 19 -18 -16 -22 23 -12 -2 -9 -3 28 -4 -21
right_child=4 2 3 5 -6 6 -8 11 -10 12 22 -13 -14 -15 20 -17 18 -19 -20 29 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.015658182677379905 0.0030653492399267844 0.0079357681419350672 -0.0097558251563358272 0.015331818208175741 -0.015526068081157035 0.0034246560953828755 -0.012934881919211985 0.00058845710651560484 0.015883514177291017 -0.010616948203716791 0.007805701060799133 0.0036147905371651757 0.01270419898225345 -0.012271525852187154 0.010536076001126214 -0.021062572609136049 0.013389076649218042 -0.0010734815944688169 -0.011337800427303391 0.0028939807904118002 -0.0087669766679006143 0.006139002954509332 0.0092999988479068214 -0.019840227529204231 -0.011753503796136456 -0.018012081239855919 -0.0044364025896639295 -0.017404312647766391 0.01469316701731856 -0.011129547455582587
leaf_weight=36.068375378847122 8.9679135829210264 279.63836438208818 34.360009573400021 3.5388722866773632 56.77390705794096 21.956027403473858 11.977179586887358 8.1545316427946108 38.457193821668625 24.136388719081882 8.753441125154497 72.666376426815987 5.4954798817634574 25.910334691405296 47.334676280617714 8.6275107860565168 13.481152556836603 17.238815933465958 21.409653462469578 14.274192355573179 15.99041613191366 52.826469376683235 15.534229002892969 7.8381778150796881 54.345587499439716 10.51959592103958 10.210504814982412 20.088223591446877 4.566181778907775 14.908602252602575
leaf_count=358 40 791 248 9 554 81 90 39 83 130 27 260 15 177 123 60 32 80 158 57 87 185 49 63 438 75 47 183 11 83
internal_value=1.09745e-05 0.00177684 0.00318209 -0.00186125 -0.00943054 0.000838029 0.00265504 0.00595674 0.00725892 0.00622074 -0.0058045 0.000853866 -0.00629184 -0.00895447 0.00392756 -0.00348311 -0.00656092 -0.0109417 -0.00291625 0.00130985 0.00587884 0.00267542 0.00178311 -0.00525473 -0.00965452 -0.00988968 0.00749993 -0.0104676 -0.00688787 -0.00427021
internal_weight=966.048 813.835 696.454 247.176 152.213 188.161 158.712 449.278 357.938 319.481 95.4393 91.3405 29.6319 29.4492 146.735 30.5835 117.381 53.3072 64.0736 42.6639 116.152 68.8169 32.1258 16.5916 63.3135 18.6741 289.849 59.0144 38.9262 29.1828
internal_count=4633 3462 2694 1254 1171 812 626 1440 1066 983 617 374 145 186 536 141 768 438 330 172 395 272 139 90 478 114 838 442 259 140
is_linear=0
shrinkage=0.0132339


Tree=14
num_leaves=31
num_cat=0
split_feature=0 2 0 1 2 0 1 2 2 1 1 2 2 0 0 2 2 2 1 2 2 0 0 2 2 2 2 0 0 0
split_gain=78.8051 46.2926 49.664 22.9825 20.4487 20.2626 17.0384 13.3939 11.5012 13.4811 13.4175 11.9642 11.1096 20.169 14.409 15.0515 11.2159 10.4014 16.988 9.42578 17.5238 9.28504 9.09055 9.51281 8.68647 8.38761 8.3461 7.9382 11.8337 7.77783
threshold=0.58035687555000015 42.783136484500005 0.41973294215000007 0.37227927305000003 42.388109226950007 0.47938684470000009 0.50634711535000021 51.757767929250001 40.300545846000013 0.39563186730000005 0.39394030120000006 40.679780036550007 49.960114208400007 0.55688452445000014 0.47774018740000007 44.578137159850009 48.109449608500007 49.247968080500009 0.4995808509000001 42.684965421050009 42.123054668150012 0.49588335680000006 0.53499895210000015 37.572218886150004 42.982930821650008 39.427119987250002 42.498713093000006 0.53146612375000013 0.51017933595000009 0.4995209724000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -2 -4 17 12 9 25 11 -10 13 14 16 24 -3 -6 -19 20 -7 -22 -11 -24 -16 -5 -12 28 29 -17
right_child=4 7 3 8 6 19 -8 -9 10 22 26 -13 -14 -15 15 27 -18 18 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.015343807430879552 -0.015572908003315174 -0.011681275920060828 0.0021628770788018493 0.0064554315842128484 0.0054464327430504582 0.0093994987369993288 -0.013910342124986156 -0.018706337160775414 0.012405992055384169 -0.015976104666608697 0.0080668102797933731 -0.013241003457749576 0.012808528622763835 -0.018452517704732625 -0.0084900581073666086 -0.014014198213568271 0.0010742950907410983 -0.019942625045049754 0.017399305649423037 0.016068532462751212 -0.012388905401731945 0.008830447325615446 -0.01089095593789112 0.00017888371041966316 0.0055236193100838549 -0.0062154947412936656 -0.0067797875052422124 0.0023914640382261452 -0.018458511591559399 0.010636259357767706
leaf_weight=25.210548259317875 63.505677424371243 42.885770834982395 119.34001880139112 44.760241374373436 28.063985347747803 163.19364091008902 23.083337239921093 10.964389182627199 4.6717616543173817 12.115561194717882 80.270968340337276 12.849549040198324 7.9136957526206961 16.177840910851955 9.4776049554347974 4.0558318421244639 18.62299533188343 8.5774188935756666 3.1329645588994017 32.205141805112362 11.368731468915941 5.9001600146293631 20.780844978988171 49.341047763824463 68.906641393899918 12.613440684974192 7.8276566341519347 12.254917621612547 15.713637135922907 5.9451455697417259
leaf_count=268 627 343 460 149 119 435 227 98 12 98 270 86 29 134 46 28 72 73 12 69 57 16 140 211 238 58 39 56 143 20
internal_value=4.84879e-06 0.00156779 0.0035119 0.00433542 -0.0100801 0.006689 -0.00453076 -0.00393304 0.00114899 -0.00143619 0.00456616 -0.00640267 -0.00313097 -0.00378105 -0.00244657 0.00039363 -0.00781927 0.000912743 -0.00995227 0.00922887 0.00800827 -0.00513901 -0.00499841 -0.0031017 0.0038292 0.00366976 0.00674767 -0.00669875 -0.0110309 0.000639425
internal_weight=941.731 815.368 602.449 577.239 126.363 332.008 62.8577 212.918 245.231 139.611 105.62 17.5213 201.954 194.04 177.863 116.354 61.5088 39.7744 11.7104 212.668 180.463 17.2689 82.2375 70.1219 78.3842 57.3737 88.0986 37.9695 25.7146 10.001
internal_count=4633 3575 2368 2100 1058 1037 431 1207 1063 656 407 98 1109 1080 946 531 415 204 85 577 508 73 449 351 284 207 309 247 191 48
is_linear=0
shrinkage=0.0137245


Tree=15
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 0 2 1 1 2 2 1 1 1 1 1 0 1 0 2 1 1 0 0 1 0 2 1 2 0
split_gain=67.1825 39.4739 39.6145 27.7188 21.771 19.0828 18.7165 14.8955 14.4393 13.5509 12.1286 11.5802 12.4907 21.5969 11.3326 22.3894 10.469 9.81278 11.6564 9.45822 11.847 10.3689 10.5186 10.7311 9.61045 20.1076 12.6804 11.2523 10.2813 9.01823
threshold=0.58035687555000015 0.43572048740000008 44.202975721700007 0.37227927305000003 0.47938684470000009 0.5116313883000001 42.388109226950007 0.50634711535000021 0.4529056016000001 37.892416320650007 48.393869453650005 0.34458549145000011 0.33400197600000009 0.32467590790000006 0.46280051495000007 0.46551001470000003 0.47673722340000008 0.34506451900000007 0.47774018740000007 39.896141435400004 0.39563186730000005 0.44720217960000008 0.55131582885000008 0.53499895210000015 0.41917906650000009 0.52468488970000016 43.847983878700006 0.42111014640000005 42.580420142950011 0.53017873715000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 11 9 -2 -8 19 -5 -1 12 13 -3 -10 -16 -13 18 -18 20 -7 22 23 -22 25 -21 29 -26 -29 -27
right_child=6 2 -4 5 -6 8 7 -9 14 -11 -12 16 -14 -15 15 -17 17 -19 -20 24 21 -23 -24 -25 27 26 -28 28 -30 -31
leaf_value=-0.0098808601752371546 -0.01199905620255559 0.015732132431432701 -0.0055691274512329686 0.0032304456571983758 0.0066228486215823305 0.0034062353568174502 0.00064997121723338639 -0.01064259371425883 -0.013095127769440475 -0.017625389448198827 0.00084692300340030442 -0.0066533095792834897 0.0091114486358136425 -0.015167572276776587 0.019313951698822739 -0.012148771342414702 0.00081478818537635358 0.0040400423325579853 -0.019957168677593503 0.011058122230890128 -0.011827396953957845 0.0074123925477771104 -0.013391231627323162 0.0016383726889260129 0.013797933317339405 -0.011792195302431606 0.011385899761802019 0.0064455528831505113 -0.0047339089749078248 -0.0013132334055713792
leaf_weight=47.679554373025894 59.382486142218113 4.2354997396469098 76.808807872235775 5.4685177132487324 244.07093316316605 44.595048740506172 39.34636764973402 21.730045646429062 14.930367469787599 11.76914546638727 17.181640431284904 28.715085335075855 32.643733516335487 7.5307535752654076 4.7975793033838254 6.2314206287264824 9.2748124077916128 43.204811953008175 4.9740010127425185 16.246791325509548 10.266880124807356 8.0173255577683431 15.735046871006487 22.9404187053442 18.064324885606766 15.593332894146441 6.3741398081183425 42.372070327401161 12.848449736833571 26.688141956925392
leaf_count=464 627 7 535 19 690 157 204 227 127 83 66 172 83 50 9 46 36 154 31 44 87 26 118 87 34 124 15 134 62 115
internal_value=-1.28486e-06 0.00114737 0.00187038 0.00273935 0.00469259 0.000152994 -0.00762271 -0.00336775 0.000877143 -0.011009 -0.00703909 0.00108464 0.0056258 -0.0040446 -0.0068784 0.00153741 -0.0012558 0.00144185 -0.00643632 0.00171692 -0.000819542 -0.004128 -0.00601845 -0.00252491 0.00358098 0.000513185 -0.00300792 0.00629787 0.00384437 -0.00517786
internal_weight=919.718 799.259 734.397 657.589 374.65 282.939 120.459 61.0764 265.701 17.2377 64.8612 130.579 44.41 11.7663 25.9594 11.029 86.1687 57.4536 14.2488 239.742 101.555 56.9597 48.9423 33.2073 138.187 64.9024 48.6556 73.2848 55.2205 42.2815
internal_count=4633 3575 3045 2510 1223 1287 1058 431 1185 102 530 533 140 57 182 55 393 221 67 1003 475 318 292 174 528 298 254 230 196 239
is_linear=0
shrinkage=0.0109474


Tree=16
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 2 0 2 2 1 1 1 0 0 2 0 0 0 1 0 0 2 2 2 2 1 1 1 0 2
split_gain=82.7592 48.6652 51.9474 29.1568 26.1622 21.5653 19.837 14.5224 13.8873 11.9041 14.4471 24.2092 11.6675 17.9951 18.446 15.5346 13.9481 10.8414 10.1574 12.3803 9.73683 13.4022 8.33674 8.31763 8.06145 7.7584 15.5155 14.2535 9.87569 7.56595
threshold=0.57212358910000016 0.43572048740000008 44.202975721700007 0.37227927305000003 0.47938684470000009 44.749265482150008 0.5116313883000001 37.892416320650007 48.393869453650005 0.34458549145000011 0.33400197600000009 0.32467590790000006 0.52432561900000019 0.5380527529500001 43.895345911700005 0.54504356155000011 0.56974342085000018 0.47673722340000008 0.34506451900000007 0.47774018740000007 0.6310290111500001 48.823707093150006 48.96897326980001 42.081757894750005 40.636252116050009 0.46280051495000007 0.45420795785000007 0.43540612555000008 0.55980359870000018 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 8 3 4 9 -2 7 -5 -1 10 11 -3 -8 14 -14 24 25 -11 19 -19 21 -7 -10 -20 -15 26 27 29 -29 -17
right_child=5 2 -4 6 -6 20 12 -9 22 17 -12 -13 13 15 -16 16 -18 18 23 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0091213420935612258 -0.0093419458158698412 0.014384820598689214 -0.0059278675626016951 0.0033190368440051228 0.0063747406835976544 0.00783021063993764 0.005258492617715051 -0.015570444795682922 0.0070268663349493075 -0.0058773707707382829 0.0083798622188954036 -0.014277305764034992 -0.0069561212316321596 0.0015364969712147038 0.011981174867884442 -0.0036125447830997956 0.0088636342247715473 0.00086888590219392548 0.0068732900619304579 -0.018038117726401411 -0.0077813243332523572 -0.0039802951916487542 -0.0065454926519062494 -0.001930477841205509 0.008967790152177987 0.0070076764358615908 -0.013642500971757128 0.0098815610287266483 -0.0010935145361873403 -0.01688210597775288
leaf_weight=50.880459062755108 96.001111589372158 4.3141989409923536 70.338096901774406 5.6190509945154217 253.74006389826536 15.903530582785605 50.951037675142288 11.969058528542517 9.5026342272758502 28.997075326740742 33.284544423222542 7.7284476757049561 45.304577127099037 23.933648318052292 5.4095181673765174 32.133940614759922 12.81773369014263 9.3722207099199277 27.981259644031525 4.9842049628496161 16.792604051530361 20.877300001680851 7.6952698677778235 15.76210869848728 32.121804445981979 8.2038442492485029 10.883734025061129 13.478410929441454 17.97687965631485 4.6170195043086997
leaf_count=464 889 7 495 19 690 43 158 83 26 172 83 50 300 83 11 168 30 36 74 31 131 131 40 80 74 29 94 33 77 32
internal_value=2.52553e-05 0.00126257 0.00199167 0.00283366 0.00455213 -0.00659254 0.000424208 -0.00953563 -0.00657615 0.0010598 0.00508828 -0.00400929 0.00110362 8.0353e-05 -0.00493614 0.00170942 -0.000578158 -0.00103671 0.00137922 -0.00569517 -0.00166572 0.00112641 0.000953861 0.00370102 0.0057949 -0.00196454 -0.00289521 -0.00118025 0.00360924 -0.0052796
internal_weight=949.575 800.001 731.922 661.584 386.164 149.575 275.42 17.5881 68.0784 132.424 45.3272 12.0426 257.832 206.881 50.7141 156.167 100.112 87.0969 58.0998 14.3564 53.5734 36.7808 17.1979 43.7434 56.0555 87.2938 79.09 68.2063 31.4553 36.751
internal_count=4633 3439 2909 2414 1223 1194 1191 102 530 533 140 57 1089 931 311 620 463 393 221 67 305 174 66 154 157 433 404 310 110 200
is_linear=0
shrinkage=0.00969289


Tree=17
num_leaves=31
num_cat=0
split_feature=0 2 0 0 2 2 2 2 1 0 0 1 1 2 0 0 0 1 1 0 0 1 2 0 1 2 2 0 2 1
split_gain=61.3778 35.5888 39.8103 17.8616 17.7824 16.0272 19.836 15.2241 13.6611 12.4225 11.955 13.6726 18.0762 11.6877 10.5914 16.8098 11.3239 13.0855 10.5034 10.2717 13.2226 19.3773 11.224 9.1753 14.1125 11.9635 11.5931 17.6237 8.99008 14.313
threshold=0.58035687555000015 42.783136484500005 0.41973294215000007 0.52324780695000006 42.388109226950007 42.684965421050009 42.154118731400011 38.238138001450004 0.50634711535000021 0.49588335680000006 0.53499895210000015 0.39563186730000005 0.39394030120000006 51.757767929250001 0.57927906350000014 0.55788748840000013 0.54191491270000014 0.42111014640000005 0.38976377950000002 0.47774018740000007 0.51017933595000009 0.40115565405000009 48.109449608500007 0.47396784530000008 0.34007963835000005 41.772405911750006 37.572218886150004 0.4413939702500001 49.247968080500009 0.4995808509000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 -2 6 23 -5 28 -8 11 12 18 14 15 16 17 19 -9 22 -21 -22 -3 24 26 -26 -4 -28 -6 -30
right_child=4 13 3 7 8 -7 9 10 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.012635816331072853 -0.012683646850054317 -0.0092522377242766456 0.013291311466995628 -0.0058881677216885602 0.0041805982275280431 0.012421959144193147 -0.0090641034172174242 0.011832077935688098 -0.011197040125437619 0.0093818980325542818 0.0037630353841632308 -0.016648268336698319 0.018862630155309468 -0.015433540577339085 0.015063733519929814 -0.014799250423280544 0.0092657135294112233 -0.018252147503378665 -0.013453791279297567 0.0041650859619635269 -0.010435835674064056 0.0071200238272233892 0.0016295380428982815 0.0056919783846928031 -0.014916518575551143 0.010404231847148098 0.0084384063921029741 -0.019342347182643584 -0.016598917826580309 0.012662098242052161
leaf_weight=22.7314223498106 57.008564233779907 40.715813897550106 12.289102956652643 42.516024298965931 28.098697409033775 34.766230970621109 23.77420207858086 3.0770266130566659 20.964764691889286 6.4723591431975356 117.86768347769976 9.1864906996488553 5.4976892098784438 10.070700250566004 4.7257669717073432 15.049619466066359 12.005024448037146 7.1293669268488875 8.9391097724437696 56.482053965330124 26.877135090529919 12.99709816277027 19.549816593527794 268.28806056082249 11.821854151785372 3.333245560526847 7.9955549985170347 5.2853831052780151 8.1557523086667043 3.2606569007039061
leaf_count=268 627 343 27 276 119 89 133 7 227 18 414 79 16 98 10 135 45 61 74 190 195 55 75 817 78 12 22 38 73 12
internal_value=6.76165e-06 0.00119144 0.00267877 0.00329918 -0.00795347 0.00478871 0.00400648 0.000321263 -0.00349478 -0.00511691 0.0021474 -0.00498479 0.00113302 -0.00303207 -0.00239335 -0.00282571 -0.00180044 -0.00261173 -0.00697872 -0.00189979 0.000490958 -0.00471346 -0.00572225 0.00489948 -0.000321294 -0.00934742 0.0050284 -0.00261743 0.000591659 -0.00824164
internal_weight=906.932 789.444 583.841 561.11 117.488 374.026 339.26 187.084 60.4799 30.2466 144.568 26.7003 17.5138 205.602 195.532 190.806 175.756 163.751 12.0161 156.622 96.3563 39.8742 60.2656 309.013 40.7251 15.1551 25.57 13.2809 39.5151 11.4164
internal_count=4633 3575 2368 2100 1058 1234 1145 866 431 151 590 176 97 1207 1109 1099 964 919 81 858 440 250 418 994 177 90 87 60 204 85
is_linear=0
shrinkage=0.0118044


Tree=18
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 0 1 0 2 0 1 0 1 1 1 2 2 1 0 0 2 2 0 2 0 2 2 1 1 2
split_gain=62.3425 37.3692 36.2283 18.5443 23.9492 16.3853 16.2785 14.7178 11.984 11.9101 9.69288 12.1017 13.8835 11.8791 10.7686 9.71766 12.084 8.74468 9.87461 11.6025 14.0771 16.2564 13.891 13.32 11.968 8.63188 11.0994 8.45979 11.0681 7.82452
threshold=0.4529056016000001 0.42615490555000007 44.202975721700007 0.37227927305000003 0.47938684470000009 0.5116313883000001 0.50634711535000021 0.5796383342000001 44.749265482150008 0.50291907430000016 0.34458549145000011 0.45995628875000011 0.35331277505000008 0.33894194785000004 0.32467590790000006 41.972095654800007 41.16018805045001 0.44618424600000006 0.52432561900000019 0.53312775065000018 40.767054867700004 42.081757894750005 0.5485614203000001 44.026978245600006 0.54504356155000011 50.427417695700008 47.927946529500012 0.3584174126500001 0.4172030777500001 40.94178426300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 10 9 8 17 -2 -5 13 -12 15 14 -3 16 -13 18 -7 23 22 29 -21 -20 -23 26 27 -4 -29 -22
right_child=6 2 25 5 -6 7 -8 -9 -10 -11 11 12 -14 -15 -16 -17 -18 -19 19 20 21 24 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0090384812496850341 -0.008309913789435722 0.0080555503322603996 0.0023731190479721366 -0.0010003874220486119 0.0076116955099066524 0.0063654370190589522 -0.014236459453615773 -0.017046861344724964 0.0017710975928837266 -0.022875700683780274 -0.018032339435766556 -0.0049262594815189971 0.01386113362920076 0.010496107130881154 -0.012215448282610626 -0.008008250248462058 0.0092867286889855172 0.010228651016042419 -0.008901059259514961 0.0018721240854686662 0.019681090699512908 0.0056766055060137408 -0.011091274398736707 0.019785322456943984 -0.012362867765329058 -0.017055844668445265 0.0034196804615694138 -0.01517667641984873 0.001141185347872135 0.0071270596217465187
leaf_weight=53.830561809241772 57.676667809486389 8.276199012994768 10.578156791627405 8.6163057982921618 241.34845653176308 49.866326503455639 48.044619373977184 7.1188080310821524 30.9567701369524 8.3937275484204275 7.2014828026294699 21.765194892883301 10.257206156849859 30.219381347298622 9.7521052435040456 30.348628275096416 19.263055071234703 20.304479248821735 34.85847233235836 37.238820552825928 11.405915565788744 13.388374313712122 22.746137753129005 3.0033918917179099 11.837451681494711 10.608493462204931 21.407572150230408 27.055783070623875 9.6276831030845624 33.075187921524048
leaf_count=476 478 25 46 40 690 157 554 68 139 62 63 92 25 77 59 188 52 58 258 136 21 42 152 5 69 105 99 247 51 99
internal_value=2.75411e-05 0.00146563 0.00225145 0.0032834 0.00513368 0.000609372 -0.0081099 0.00147114 -0.00478895 -0.0117949 0.00077089 -0.00179042 -0.00035761 0.00548687 -0.0029097 -0.00240091 0.00174684 0.00202567 0.00125961 -0.000259957 0.00159838 0.00559292 -0.00304356 -0.00662551 -0.00278858 -0.00608313 -0.00438799 -0.00792454 -0.010894 0.0103462
internal_weight=910.071 773.393 719.563 640.285 378.432 261.853 136.678 244.843 88.6334 17.01 137.083 88.8356 81.6341 48.2477 18.0283 71.3769 41.0282 237.725 217.42 167.554 129.692 69.7069 59.985 37.8619 25.2258 79.2777 68.6692 47.2616 36.6835 44.4811
internal_count=4633 3462 2986 2438 1271 1167 1171 1065 617 102 581 420 357 161 84 332 144 997 939 782 519 231 288 263 111 548 443 344 298 120
is_linear=0
shrinkage=0.0130702


Tree=19
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 0 1 0 2 2 2 1 1 1 0 2 1 1 0 0 1 1 1 1 0 0 2 1 1 1
split_gain=64.8271 38.6757 42.3286 21.3795 20.1307 17.0503 16.1233 14.7096 12.6667 12.0969 12.0918 10.6467 11.4395 19.065 10.0121 9.20856 11.4736 10.2448 19.9868 11.5329 24.0198 11.0244 10.5328 9.53177 10.9256 10.6584 9.19773 10.5094 11.0791 9.11123
threshold=0.4529056016000001 0.43572048740000008 44.202975721700007 0.37227927305000003 0.47938684470000009 0.5116313883000001 0.50634711535000021 0.5796383342000001 37.892416320650007 48.393869453650005 36.772607578000013 0.34458549145000011 0.33400197600000009 0.32467590790000006 0.47673722340000008 39.896141435400004 0.39563186730000005 0.41917906650000009 0.53938504835000012 0.52468488970000016 0.39995808510000008 0.42111014640000005 0.42802610700000004 0.44720217960000008 0.55131582885000008 0.53499895210000015 41.243661560350013 0.44618424600000006 0.43694799560000003 0.46280051495000007
decision_type=2 2 2 2 2 2 2 2 2 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 11 8 10 15 -5 -1 -2 12 13 -3 -13 16 -7 18 19 -17 -21 -19 -23 24 25 -18 -24 28 -28 -12
right_child=6 2 -4 5 -6 7 -8 -9 -10 -11 29 14 -14 -15 -16 17 23 21 -20 20 -22 22 26 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.011074991954036113 -0.015851092299541757 0.017125791747886598 -0.0064879563988434761 0.0040714335729010028 0.0073566823767679795 0.0038586581723653005 -0.013621438621094349 -0.016208551208790643 -0.0188103670650508 0.0011450432382549016 -0.0092174096650501046 -0.0073149688831582746 0.010064588317251317 -0.016339246072965358 0.0017218736350686349 0.011953131188498946 -0.013260211240322228 0.015701310515308164 -0.017167972396331419 -0.0086128787028041769 0.01115733234789012 -0.0066337515440810122 0.013544551634478666 0.0079950713439439387 -0.015250790398636539 0.0020472428502679532 0.0036932323412688399 0.013548992062581731 -0.018053841337490498 6.5681639454393703e-05
leaf_weight=47.213360622525215 12.919238254427908 4.1078414767980558 76.537196628749371 5.5492086410522488 242.59661214053631 44.471178248524666 48.51927375793457 7.1191289275884619 11.606444105505942 17.132668808102608 23.816011153161526 28.459263354539871 32.353607699275017 7.4020845741033554 57.392969056963921 16.425864323973656 10.155038140714167 18.099677637219429 8.6478453204035741 23.162401370704174 16.210721001029015 10.647238150238989 19.53381472826004 8.0279450938105565 15.607841379940508 23.150473356246948 10.589492544531828 8.1996904015541059 5.5356868281960478 52.740781888365746
leaf_count=464 133 7 542 19 690 157 554 68 83 66 181 172 83 50 221 44 87 34 51 163 40 51 49 26 116 87 36 18 38 303
internal_value=2.82471e-05 0.00142739 0.00226371 0.00331847 0.00523856 0.000597617 -0.00783899 0.00143636 -0.011409 -0.00782131 -0.0047034 0.00127722 0.00627016 -0.00439572 -0.00127376 0.00196313 -0.000882654 0.00406887 0.000453831 0.0031849 -0.000473078 0.00727769 0.00448047 -0.00458562 -0.00665044 -0.00262009 0.00717859 0.00206647 -0.00377242 -0.00282219
internal_weight=913.931 775.935 711.589 635.052 372.312 262.74 137.995 245.584 17.1557 64.346 89.476 129.716 43.8635 11.5099 85.8522 238.465 101.412 137.052 64.4468 55.799 39.3731 72.6056 54.5059 56.9413 48.9134 33.3055 43.8587 24.3249 16.1252 76.5568
internal_count=4633 3462 2932 2390 1223 1167 1171 1065 102 530 617 533 140 57 393 997 473 524 298 247 203 226 192 316 290 174 141 92 74 484
is_linear=0
shrinkage=0.0124572


Tree=20
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 2 0 2 0 0 2 2 0 1 2 1 0 1 1 1 2 0 1 2 2 1 1 2 1 2
split_gain=81.7364 47.9377 49.3477 26.4516 25.5494 23.1993 19.3512 15.9288 14.1528 13.5987 12.776 10.57 10.2659 10.1623 10.4293 9.45402 11.6964 10.6464 15.816 9.43641 9.32623 9.26587 8.57934 8.48767 16.2084 7.6017 19.9847 7.57784 7.19265 12.8192
threshold=0.57212358910000016 0.42615490555000007 44.202975721700007 0.39078171310000004 0.47938684470000009 44.749265482150008 0.53634621715000008 43.968221017800005 0.54504356155000011 0.56974342085000018 42.154118731400011 49.247968080500009 0.6310290111500001 0.39170982905000007 47.927946529500012 0.3584174126500001 0.49688632075000011 0.34575312120000007 0.34545372890000009 0.3584174126500001 48.393869453650005 0.58035687555000015 0.3447651268000001 41.489621506400006 42.844429421150004 0.39563186730000005 0.39431454150000006 43.321682097200004 0.49284452560000008 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 20 3 4 10 28 7 25 -8 -10 -3 12 -7 14 19 17 -17 18 23 -4 -1 -13 -12 -6 -25 26 -5 -24 29 -2
right_child=5 2 13 6 15 11 8 -9 9 -11 22 21 -14 -15 -16 16 -18 -19 -20 -21 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.013123636295715535 -0.015886702825734678 0.0035237706444642409 0.0019847806327244646 -0.011498820090047318 0.013024424561394127 0.0095098110849571576 0.0075692579019706737 0.015055587980687806 -0.0027023337890059555 0.012208899227899868 0.0056407645872399497 0.0047055716996771153 -0.0078579332333765222 -0.012737340461295909 0.0074945681917968311 -0.014641801143208991 0.0056400310609574112 0.012046286670892553 -0.0046399315135027741 -0.014408702495033015 -0.00076064389277076777 -0.013115687687609602 -0.013157467633921649 -0.0087509633606373469 0.012740248204976563 -0.013897960568855745 0.017881783392670617 0.0013858430843500422 -0.016665865282331584 -0.0019528296967165346
leaf_weight=43.011002205312252 25.171263039112091 97.946617804467678 10.844993449747564 14.714501462876798 38.849415116012096 18.677602052688602 58.622341752052307 5.3402330428361884 85.294756099581718 12.670700579881666 9.6379396989941579 7.320991754531863 9.1445142775773984 36.198670923709869 12.109002098441122 5.3873198777437201 106.89540226757526 121.97814433276653 19.858247071504593 15.224815621972082 14.791189536452292 18.715515151619911 21.890326246619228 11.517382204532625 14.05395323038101 28.241874426603317 5.8306919336318961 9.1694871634244901 47.718086861073971 22.604774065315723
leaf_count=415 234 351 46 107 88 53 166 13 428 30 36 32 68 290 41 27 330 293 81 124 61 152 155 53 32 213 17 42 512 143
internal_value=0.000118136 0.00182071 0.00273809 0.00389369 0.00570821 -0.0090025 -4.32447e-05 -0.00696581 0.00234966 -0.000773738 0.000895766 -0.00195426 0.00380142 -0.00763898 -0.00280504 0.00780282 0.00466691 0.00950996 0.00583909 -0.00758904 -0.00996003 -0.00810467 -0.00542901 0.00906934 0.00306056 -0.00937627 -0.00316065 -0.00886399 -0.0129777 -0.00929402
internal_weight=949.432 800.079 742.277 667.899 457.184 149.353 210.715 54.1273 156.588 97.9655 138.644 53.8586 27.8221 74.3775 38.1788 318.54 112.283 206.257 84.279 26.0698 57.8022 26.0365 40.6978 64.4208 25.5713 48.7871 20.5452 31.0598 95.4941 47.776
internal_count=4633 3439 2963 2462 1488 1194 974 350 624 458 584 305 121 501 211 904 357 547 254 170 476 184 233 173 85 337 124 197 889 377
is_linear=0
shrinkage=0.0134304


Tree=21
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 1 0 0 1 2 1 1 1 1 0 0 1 2 1 1 1 1 1 0 2 2 2 2 1
split_gain=130.727 119.588 50.3796 33.9693 29.4641 23.3199 32.8911 22.2693 18.9146 27.5939 14.1712 13.9907 18.2737 12.9271 14.9401 18.679 13.2249 12.6357 12.4362 11.7777 11.0663 18.7761 10.9465 9.6512 9.60965 9.54121 14.5518 9.04405 8.49548 8.14275
threshold=0.39170982905000007 0.47721625100000004 0.50056884525000012 0.53146612375000013 37.232443001650005 0.42314601355000009 0.3447651268000001 0.54504356155000011 0.50913146310000013 0.37977904855000005 48.393869453650005 0.33894194785000004 0.32467590790000006 0.43584024430000007 0.4529056016000001 0.57212358910000016 0.60710757165000018 0.39995808510000008 43.477771593600004 0.39670967935000007 0.48616807880000007 0.4830394299500001 0.34584293880000011 0.36166581840000006 0.47673722340000008 41.976795488650005 42.982930821650008 42.081757894750005 39.852039223600009 0.34587287805000005
decision_type=2 2 2 2 2 2 2 2 2 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 19 10 11 17 22 23 -1 12 -7 27 15 -15 20 -6 -18 -5 21 -16 25 -10 -8 -3 -27 -9 -25 -24
right_child=2 8 -4 4 7 6 24 13 9 -11 -12 -13 -14 14 16 -17 18 -19 -20 -21 -22 -23 29 28 -26 26 -28 -29 -30 -31
leaf_value=-0.010162264714873023 -0.0080808426739538072 0.0058504926751068503 -0.010423612408279031 0.0085804724488801366 -0.005895198713672758 0.0055017645115533224 -0.0082037562494895293 -0.0028944967232810525 0.0040505969658466276 0.0045465820165450505 -0.00025395646911669276 0.0075951241211280607 -0.0093068252164711408 0.0063170732377189238 -0.0057800340774814317 -0.0039487324631899308 -0.0059660213162189765 0.0056469197960472119 0.0076717902816936532 -0.0098654769834590275 -0.013884253043245755 0.010498979971155405 0.011351219821056588 -0.0019470697527675205 0.00026072421396716668 -0.0049008432819123687 0.0052995362435702496 -0.011660836558984207 -0.015048464066664611 0.0066898917551746137
leaf_weight=46.486479997634888 63.736754573881626 97.108240872621536 70.599279671907425 2.9202965795993796 8.3404315561056119 14.429394423961641 39.431553155183792 26.284126833081245 4.6522924602031734 58.686336860060692 14.752761274576185 31.316441133618355 11.712548434734343 41.707404315471649 37.711500607430935 20.514351792633533 8.0924926027655619 62.503242865204811 14.45112884044647 33.397104106843472 9.5055509284138662 6.4347553849220267 35.172707125544548 6.0213173776865032 14.136025592684744 19.024285048246384 25.253739148378372 13.990165323019026 10.598859384655951 167.69780379533768
leaf_count=398 449 265 612 8 47 46 262 126 14 182 60 79 70 115 235 116 58 177 41 253 72 18 65 25 58 94 74 103 76 435
internal_value=0.000126335 0.00277727 -0.00363681 -0.00226622 -0.000969726 -0.00341173 -0.00100489 0.000109092 0.00529049 0.00143132 -0.00777532 0.00362406 -0.00113303 -0.0015477 -0.000269791 0.00293246 -0.00288478 0.00428807 0.00277622 -0.00838223 -0.00526344 -0.00340721 0.00618684 -0.00716306 -0.00597005 0.00430543 0.00091689 -0.00593968 -0.010302 0.00749805
internal_weight=1016.67 596.481 420.189 349.589 285.853 172.265 111.026 249.535 424.216 79.9588 61.2392 57.4584 26.1419 178.691 138.417 62.2218 76.1954 70.8437 22.5436 36.3174 53.6518 44.1463 344.257 21.2725 53.5676 141.386 44.278 40.2743 16.6202 202.871
internal_count=4633 2203 2430 1818 1369 973 515 1108 1230 297 458 195 116 884 655 231 424 224 99 261 325 253 933 115 320 433 168 229 101 500
is_linear=0
shrinkage=0.00880808


Tree=22
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 2 2 2 1 2 0 2 0 1 2 1 0 1 0 1 0 1 0 2 2 1 2 2 0 0
split_gain=66.1625 39.1122 40.7754 27.6757 19.6193 10.9616 15.9066 20.2978 10.834 10.805 15.6818 11.3664 10.6912 9.95304 9.80864 9.48874 15.8174 10.1696 8.62397 9.9749 8.59608 13.4937 9.80647 9.73586 7.8109 7.78538 13.4583 8.83283 7.9116 7.75001
threshold=0.57212358910000016 0.47076434840000009 0.39170982905000007 0.53146612375000013 44.749265482150008 42.783136484500005 42.684965421050009 42.123054668150012 0.36880632320000012 43.895345911700005 0.53312775065000018 40.767054867700004 0.47774018740000007 0.34518427590000006 43.847983878700006 0.41917906650000009 0.53938504835000012 0.42111014640000005 0.68131193680000013 0.44922307715000004 0.39587138110000003 0.34269932035000011 0.45995628875000011 35.771221912400001 51.757767929250001 0.49284452560000008 40.00488309970001 40.858951393400005 0.58249753000000004 0.45995628875000011
decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 25 6 7 -3 -9 11 -11 -5 13 14 -7 16 -13 -17 19 -6 -1 23 -23 -22 -21 26 -2 -28 -29 -25
right_child=4 2 3 9 18 12 -8 8 -10 10 -12 15 -14 -15 -16 17 -18 -19 -20 24 21 22 -24 29 -26 -27 27 28 -30 -31
leaf_value=-0.013228185958493796 -0.013905585369884579 0.005894424425700916 -0.0090691655988292298 -0.0012128503566799769 -0.014029268844091938 -0.011462240787853495 0.013556238373604097 -0.007955838121849022 0.011124570753172806 0.016404868367090503 -0.010972774835882042 0.0052936589898555184 0.0031635099685831379 -0.015319419734759863 0.013923563638615003 0.016408502826607572 -0.019604471220096467 0.0047283402097556427 -0.015019057484296494 0.0051011441617762904 0.0089541569495611914 -0.014276548591962658 0.0026119978101259893 -0.0012426477568979113 -0.0084747125721837454 -0.014734803919006957 0.011879179685741611 -0.017237974750017676 0.00090431957625203545 -0.016530141525976198
leaf_weight=17.396007150411606 23.567898869514465 280.9853552505374 55.298467420041561 80.858434572815895 6.3407870754599562 4.1934396252036112 34.791269816458225 25.012364514172081 5.362048313021659 3.6608706712722805 20.420206815004349 12.204649120569231 71.048638947308064 10.203031130135058 4.8939962536096573 14.961274966597555 5.4883623197674742 42.421311810612679 6.3171798586845389 31.879083782434464 12.693019315600393 23.184061415493492 6.5406771749258033 40.862764179706573 7.8334717601537696 43.730107933282852 6.0552412346005466 5.4852358698844901 10.196074053645132 5.5939176678657523
leaf_count=188 234 847 444 370 46 28 83 132 15 9 166 41 260 77 15 26 35 140 69 129 47 233 26 220 61 512 30 45 68 37
internal_value=7.59935e-05 0.00146896 0.00255517 -0.00153202 -0.00758872 0.00475859 0.00574472 0.00487187 -0.00458754 0.0007833 -0.00681075 0.00195606 0.000980021 -0.00706198 0.00220917 0.00536906 -0.00242973 0.00777369 -0.00167272 0.000158008 -0.00539767 -0.00386495 -0.0105604 -0.000500273 0.00242325 -0.0110685 -0.00752968 -0.00061659 -0.00544176 -0.00308344
internal_weight=919.479 778.074 671.804 235.314 141.405 436.49 346.151 311.36 30.3744 180.015 24.0811 155.934 90.3391 19.2905 9.08744 75.0756 17.693 57.3826 52.3705 46.0533 106.27 88.8744 29.7247 59.1497 39.7126 89.0346 45.3045 21.7366 15.6813 46.4567
internal_count=4633 3439 2688 1231 1194 1457 1077 994 147 787 175 612 380 120 43 242 76 166 305 236 751 563 259 304 190 889 377 143 113 257
is_linear=0
shrinkage=0.012181


Tree=23
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 1 0 1 0 1 2 2 1 1 0 1 1 1 0 1 0 1 0 2 2 1 2 2 1
split_gain=110.869 100.421 45.0044 30.3765 26.7879 20.6251 29.0131 19.8442 17.7182 16.1233 21.7644 15.638 14.4507 13.0557 11.7441 13.3406 11.6928 11.6242 11.137 11.411 10.9403 9.88485 9.6265 9.56474 9.11273 13.3717 9.02376 8.94328 9.89598 7.88225
threshold=0.39170982905000007 0.47721625100000004 0.50056884525000012 0.53146612375000013 37.232443001650005 0.41973294215000007 0.3447651268000001 0.5485614203000001 0.43584024430000007 0.50730517050000012 0.37644082515000005 44.952171034750002 37.995872310650007 0.34377713240000007 0.4172030777500001 0.53998383280000006 0.36510882910000009 0.34584293880000011 0.43837010870000009 0.57161462230000015 0.39670967935000007 0.56065686655000013 0.32467590790000006 0.47673722340000008 41.909642283050012 42.982930821650008 0.44922307715000004 44.749265482150008 43.521589032450009 0.34587287805000005
decision_type=2 2 2 2 2 2 2 2 2 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 20 11 12 14 -9 17 16 -1 -7 22 15 -6 -11 24 19 -10 -5 -20 -14 -8 -3 -26 -23 28 -28 -19
right_child=2 9 -4 4 7 6 23 8 18 10 -12 -13 13 -15 -16 -17 -18 29 21 -21 -22 26 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0082749842380894691 -0.0059557478596263206 0.0041809573015928496 -0.007747308842456461 0.0064207276870718796 0.0020214680603846376 0.0070695576479674407 -0.0061778842770628785 -0.0059774038030032135 -0.00043268606744550919 0.0030886636792332722 0.0030340432353543573 -0.00048970312491655656 0.001443411087855916 0.0064279433149468587 0.0048696907330155574 -0.0085594244120113273 -0.0086102493649363124 0.0085471741047695605 0.0050810209216905159 0.010504499980201032 -0.0073805989668971573 -0.0065818469145548205 -0.0066051036280963798 0.00038665455260301359 -0.0036231506683707779 0.0038192944687979479 -0.0012378482148319553 0.0020782717528136123 -0.0092113680292749602 0.0049203179441072121
leaf_weight=38.161117874085903 61.543970473110676 93.550744965672493 66.476077027618885 2.9024845808744422 23.586273252964023 20.876942411065102 38.703823551535606 29.969834811985493 9.1651635020971316 5.5721276998519924 63.692319542169571 17.417647488415241 14.255330927670004 10.653895884752272 50.916436269879341 7.2122213989496222 13.687197402119635 33.624035596847534 11.346257418394087 8.5430884510278684 32.170077010989189 14.56089150905609 13.328590735793112 14.012888595461844 20.408425316214561 24.772506013512611 49.244245044887066 32.07377627491951 8.4533682912588102 159.67799692600965
leaf_count=358 449 260 612 8 86 48 265 190 36 17 209 80 57 27 140 42 85 65 33 14 253 92 80 58 99 74 274 127 74 421
internal_value=9.88339e-05 0.00200564 -0.00262192 -0.00162477 -0.000673311 -0.00244542 -0.000760757 0.000123124 -0.00124708 0.00380125 0.00111638 -0.00583518 0.00251397 2.67332e-05 0.00286231 -0.000456307 -0.00522551 0.00447201 -0.000184259 0.0048438 -0.00623845 -0.000953962 -0.00244564 -0.00443293 0.00296834 0.000457509 -0.00161027 -0.000803886 -0.00240606 0.00555119
internal_weight=990.56 582.396 408.164 341.688 280.144 167.41 111.831 245.072 163.357 414.985 82.9516 55.5788 59.1148 38.2378 81.7149 30.7985 19.2593 332.034 133.387 17.7083 35.0726 115.679 27.5839 52.7167 138.732 45.1809 104.332 89.7714 57.6976 193.302
internal_count=4633 2203 2430 1818 1369 973 535 1108 840 1230 311 438 212 164 268 128 102 919 650 50 261 600 137 323 433 173 567 475 348 486
is_linear=0
shrinkage=0.00680823


Tree=24
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 2 0 0 0 2 2 0 0 2 1 0 0 0 2 1 1 1 1 2 1 2 2 0 0 2
split_gain=72.5873 42.6098 46.0868 22.9674 28.6959 16.7639 16.4013 14.6744 13.1296 11.151 10.7436 10.6998 8.98849 8.90498 8.56282 10.3725 13.5922 17.4915 16.8368 11.6328 8.28353 7.72177 7.64722 10.5984 7.48018 10.9571 6.95146 6.86414 7.22772 7.09877
threshold=0.4529056016000001 0.42314601355000009 44.461493122800007 0.37227927305000003 0.47938684470000009 44.749265482150008 0.5116313883000001 0.5796383342000001 0.50291907430000016 44.952171034750002 38.396531328800009 0.5641597557000001 0.68131193680000013 40.099856909850011 0.44618424600000006 0.52432561900000019 0.5380527529500001 0.54504356155000011 43.895345911700005 0.43540612555000008 0.44922307715000004 0.34446573455000007 0.39170982905000007 47.74983977685001 0.43837010870000009 41.243661560350013 51.757767929250001 0.47943175355000006 0.48077901860000011 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 9 3 4 10 11 8 14 13 -1 21 -2 26 -5 15 -8 18 -18 -17 -19 22 -3 23 -4 -21 -26 -7 -6 29 -29
right_child=5 2 20 6 27 12 7 -9 -10 -11 -12 -13 -14 -15 -16 16 17 19 -20 24 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.010402962590375011 0.0015269792246059438 0.0088732909185988296 -0.0069336739738692981 0.0085034537031413397 0.013195618022727378 0.0026360750244967088 0.0048014257544101132 -0.012608005141221169 -0.017114773867271813 -0.0010268560405535013 -0.00065668996653035978 -0.0095819174526101305 -0.01198766053963091 -0.010847533449907593 0.0074735927441393684 -0.0064830572061234607 0.0055731506258670498 -0.0053512764773280506 0.01125345779633413 0.0065215941427001437 0.0093845352489649887 -0.0024582714466608226 -0.0088310161729364296 0.0039187520238158228 0.0041340383456354357 -0.017189497847141865 -0.0072850787476520899 0.0046634612751648334 0.0063605226337505255 -0.0059131168126100074
leaf_weight=34.512040384113789 8.9585013017058355 21.654388725757602 21.187304325401783 4.861051946878435 12.269012928009031 29.546121314167976 50.831709705293179 7.0947095751762381 8.5955699607729894 18.145990580320358 113.39312581717968 87.82631827890873 6.4022347182035437 4.1190231665968895 20.714826941490173 43.868043012917042 55.380996249616146 37.435453951358795 5.666305571794509 18.367913618683819 3.4865462929010382 7.6233740448951712 39.154634766280651 14.020818993449209 5.8935714513063413 3.6641214117407799 8.5343703627586347 17.028593979775909 212.50050200521946 9.1453826725482923
leaf_count=368 40 52 156 14 22 124 157 68 62 90 509 873 69 27 58 299 158 207 13 57 9 38 322 49 24 29 65 50 582 42
internal_value=0.000100908 0.00124325 0.00184373 0.00267473 0.00416089 -0.00629232 0.000479658 0.00111797 -0.00856052 -0.00717195 0.000693493 -0.00855367 -0.00137212 -0.000372548 0.00152067 0.00096296 -0.000182917 0.00156935 -0.00445415 -0.0018231 -0.00520258 0.00592277 -0.00588651 -0.00261195 0.00290658 -0.00404074 0.000412606 0.00613224 0.00576915 0.000967926
internal_weight=931.883 790.615 737.957 660.108 393.614 141.268 266.493 248.918 17.5756 52.658 142.671 96.7848 44.4827 8.98008 241.823 221.108 170.276 120.742 49.5343 65.3611 77.8493 29.2778 74.3628 35.2081 27.9256 9.55769 38.0805 250.943 238.674 26.174
internal_count=4633 3462 3004 2468 1295 1171 1173 1070 103 458 599 913 258 41 1002 944 787 475 312 317 536 90 527 205 110 53 189 696 674 92
is_linear=0
shrinkage=0.00968298


Tree=25
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 1 0 0 0 2 1 0 1 1 1 1 0 2 2 2 1 1 0 2 1 0 0 2 2 0
split_gain=62.2631 36.7435 37.483 19.3863 24.7293 15.3795 14.8848 13.3362 11.79 11.7684 8.82701 11.9119 10.6993 13.4974 8.51554 8.26026 9.51897 8.17615 8.01017 7.90948 9.83462 9.21039 22.5511 9.00424 8.92113 9.88993 13.3049 7.84009 11.1094 7.70893
threshold=0.4529056016000001 0.42615490555000007 44.461493122800007 0.37227927305000003 0.47938684470000009 0.50634711535000021 0.5116313883000001 0.5796383342000001 0.50291907430000016 44.749265482150008 0.34458549145000011 0.47673722340000008 0.33400197600000009 0.32467590790000006 0.3447651268000001 0.34506451900000007 0.47774018740000007 48.393869453650005 40.099856909850011 39.896141435400004 0.3975479776000001 0.40115565405000009 0.52468488970000016 35.119813570500007 0.44720217960000008 0.55131582885000008 0.53499895210000015 50.427417695700008 47.927946529500012 0.60710757165000018
decision_type=2 2 2 2 2 2 2 2 2 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 10 9 8 19 18 -2 12 14 13 -3 -12 16 -13 -1 -5 20 23 22 -21 -8 25 26 -22 28 -4 -11
right_child=5 2 27 6 -6 -7 7 -9 -10 29 11 15 -14 -15 -16 -17 -18 -19 -20 21 24 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.01332016332019423 -0.0093130511287205422 0.0086590828281354545 -0.009530237435827555 0.01212443491934357 0.0085956293486467179 -0.015714394422281515 0.016314221937127647 -0.018594480373107833 -0.024778720716524639 -0.005390192634173425 0.011089903261188153 0.0011974815010384 0.010794974609964585 -0.018238493707716644 -0.011925440846791112 0.0050952262117547973 -0.023540653776383848 -0.00063667569824200953 -0.01572513978609694 0.012355537095883957 -0.019610085746955972 0.0069189208598363222 -0.0098799352357090264 0.00067855990857190014 0.0087785607586023315 -0.017179872665409279 0.0028660639790353522 -0.018869646069295486 0.0032771523315049227 0.0090096324601908508
leaf_weight=39.326173961162567 57.872557304799557 8.5290468484163267 43.074335098266602 4.7659977599978465 244.23547797650099 46.818375922739506 9.7692463994026166 6.7474203780293456 8.3854512199759466 15.90626994520426 3.8926521390676525 9.3180901035666448 32.080825701355934 7.3703258186578742 27.303006932139397 45.356172688305378 5.1009361296892157 14.833832815289496 4.04744803160429 15.696659356355665 7.4745032489299801 95.713073574006557 25.160619370639324 38.83016087859869 8.1490284428000432 15.524342782795427 22.038653880357742 10.421347312629221 21.526560038328171 15.611970841884611
leaf_count=415 478 26 324 14 696 554 22 68 62 90 11 36 85 51 189 160 31 61 27 43 68 311 175 159 26 116 82 105 99 49
internal_value=0.000121656 0.00171761 0.00258686 0.00371884 0.00580617 -0.00895514 0.00066955 0.00158817 -0.0124219 -0.00541498 0.000903119 -0.00176158 0.00595541 -0.00380958 -0.00905354 0.00204397 -0.00755399 -0.00984629 -0.000665081 0.00215951 -0.000912255 0.00444889 -0.00133745 0.00382157 -0.00523781 -0.00777391 -0.00282625 -0.00715268 -0.00526251 0.00174249
internal_weight=910.881 774.671 720.511 645.489 383.187 136.209 262.303 245.104 17.1989 89.3908 138.951 90.9709 47.9802 15.8994 31.1957 59.7752 14.419 54.16 8.81345 238.356 101.786 136.57 40.8573 48.5994 53.1865 45.0375 29.5132 75.0222 64.6009 31.5182
internal_count=4633 3462 2986 2458 1285 1171 1173 1070 103 617 589 427 162 77 200 227 67 476 41 1002 473 529 218 181 292 266 150 528 423 139
is_linear=0
shrinkage=0.0145577


Tree=26
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 0 1 2 2 0 1 1 0 0 0 1 2 0 0 0 0 0 0 1 1 1 2 2 2
split_gain=53.2573 27.8344 40.4049 19.0842 18.5056 18.8317 13.1682 18.6516 12.3861 12.3206 9.86055 10.5696 8.79889 8.36728 8.11284 8.06217 8.05977 13.3565 10.3753 10.8436 7.25359 13.2231 8.14536 7.1616 26.0743 6.83631 6.90063 6.79901 6.67595 11.418
threshold=0.50056884525000012 0.41973294215000007 0.39170982905000007 0.47880302985000006 0.53017873715000008 37.232443001650005 0.50913146310000013 0.37977904855000005 44.952171034750002 42.154118731400011 0.54504356155000011 0.43584024430000007 0.39670967935000007 0.47787491390000009 0.55980359870000018 0.47774018740000007 0.34575312120000007 41.289992964000007 0.48368312325000012 0.48654231910000006 0.47943175355000006 0.48265022005000008 0.48271009850000007 0.49194634890000005 0.3475943834000001 0.39995808510000008 0.39591628995000006 42.081757894750005 44.202975721700007 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 8 3 9 28 12 16 -8 -1 -3 25 27 -6 15 -13 -11 17 -5 -19 -20 -18 -22 -23 24 -24 26 -7 -12 29 -4
right_child=-2 2 4 6 5 10 7 -9 -10 13 11 14 -14 -15 -16 -17 20 18 19 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.013435501481771377 -0.012258350993015157 0.0027344232807536588 -0.0085474126846522367 0.0086943361414398585 0.010859348753393986 0.0078945414203964847 -0.0096295117494977905 0.0044316402105075261 -0.00012900405317009769 -0.004545090590961305 -0.003362252100536106 0.0089388053302831231 -0.011961585394688799 -0.020219661747902691 -0.00066345893640783681 0.013406685431132935 0.016905080956569018 0.0027313981272352873 -0.019782305991232783 0.0028663738787335661 -0.0069973675356613885 0.014797397580687538 0.0079560394132739687 0.0088840251147242599 -0.018549830897855724 0.0059986234522587363 -0.013435916925291244 -0.014676866546001725 -0.015300435505283294 0.012834442796517596
leaf_weight=28.985164806246758 50.370557136833668 94.165229581296444 29.344723731279373 41.291985660791397 2.8466103374958065 3.7845812514424306 19.631662666797638 54.377822540700436 16.951575316488743 48.084920071065426 25.351498737931252 15.332499787211416 27.930034406483173 4.7736396193504325 109.79537326842546 4.1558028161525717 13.496204927563666 32.971945606172085 7.6586234867572767 5.5925038307905197 9.1124474480748159 24.89092867821455 25.805571220815182 87.247583799064159 7.2744235321879378 58.356194734573364 5.988545186817646 11.947503656148909 16.825882136821747 4.3900018334388724
leaf_count=358 612 351 237 111 8 16 115 182 80 314 126 45 257 35 610 10 26 111 44 20 40 58 72 233 43 181 42 103 182 11
internal_value=9.08859e-05 0.000832855 0.00137534 0.00362485 -0.00209047 -0.000765625 0.00529441 0.000701797 -0.00852514 -1.23599e-05 0.000447146 -0.00120904 -0.00985082 -0.00454896 0.000513151 -0.00311701 0.00662555 0.00358328 -0.000982529 -0.0102237 0.00821198 0.00745177 0.00835845 0.00702649 0.00212729 0.00439565 -0.00517583 -0.00698652 -0.00893821 -0.00576493
internal_weight=888.732 838.361 792.425 480.531 311.893 261.333 329.352 74.0095 45.9367 151.18 230.556 162.427 30.7766 57.0144 125.128 52.2407 255.342 87.5151 46.2231 13.2511 167.827 154.331 145.219 120.328 33.08 68.1293 9.77313 37.299 50.5606 33.7347
internal_count=4633 4021 3583 1765 1818 1388 1055 297 438 710 1123 884 265 359 655 324 758 286 175 64 472 446 406 348 115 239 58 229 430 248
is_linear=0
shrinkage=0.0123654


Tree=27
num_leaves=31
num_cat=0
split_feature=0 0 2 1 2 0 0 0 0 2 2 2 1 2 1 1 0 1 1 1 1 0 1 1 1 1 2 0 2 2
split_gain=66.0323 38.9113 46.055 23.5455 21.0868 17.8371 16.1662 14.3611 14.915 13.2279 13.178 10.4437 10.3181 9.53059 9.45668 10.6544 9.19518 9.06608 14.2898 8.69346 19.2169 8.17435 7.66259 11.1844 14.6788 7.52519 9.85924 10.9283 7.42479 15.7692
threshold=0.57212358910000016 0.43572048740000008 44.202975721700007 0.39078171310000004 44.749265482150008 0.47938684470000009 0.5380527529500001 0.54504356155000011 0.56974342085000018 43.968221017800005 48.393869453650005 48.96897326980001 0.34458549145000011 49.247968080500009 0.3584174126500001 0.36476452800000009 0.6310290111500001 0.34575312120000007 0.34545372890000009 0.3298553935500001 0.32467590790000006 0.47673722340000008 0.43540612555000008 0.45107930900000009 0.46280051495000007 0.34626208795000007 41.873095646600007 0.47757552170000012 41.489621506400006 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 10 3 5 -2 12 9 -8 22 -5 -1 -12 19 16 17 -16 -6 18 28 20 -3 -14 -9 -24 -25 26 -23 -28 -7 -30
right_child=4 2 -4 6 13 14 7 8 -10 -11 11 -13 21 -15 15 -17 -18 -19 -20 -21 -22 25 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.010013094935008618 -0.010301485271129986 0.015069718694063941 -0.0065390749304270633 -0.0070302142961855369 0.0077775261843959567 0.010464557404703315 0.0064803132150928122 -0.0064555611752669445 0.01056806581376366 0.011688284130610554 0.0092258631593532345 -0.0082872959390158391 -0.006090578252265404 -0.0062944857320016223 -0.0086472033689428962 0.0044186483139200044 -0.0061762762919685835 0.0095331561064989721 -0.0036516124027430445 0.0083323401702134273 -0.016918432346278895 0.0028875351151989134 0.005788841739892114 -0.010983196073323539 0.0073734208764933366 0.010987004807170677 0.0006112906749229809 -0.018777326873610608 -0.0070997586470021535 0.010620489661473055
leaf_weight=47.126774296164513 88.058954283595085 4.0295610576868039 69.051293648779392 49.626678086817265 18.504125125706199 37.499997727572918 54.629781633615494 34.933545455336571 12.817048609256743 5.263867735862731 9.6374664902687091 7.7393591552972785 28.434453390538692 25.138837769627571 8.5333575457334501 100.79150697588921 8.7768743038177472 116.14599130302668 19.790890395641327 33.035082675516605 5.7394964024424553 34.184737920761108 24.547170951962471 16.578220210969452 8.2112324088811857 8.5500968992710096 8.1775631904602033 6.6404794827103606 11.544225528836252 14.017339035868643
leaf_count=464 889 7 495 347 53 88 156 195 30 13 26 40 175 184 39 318 68 293 81 88 45 112 80 124 29 22 38 49 53 32
internal_value=0.000138793 0.00141911 0.00217482 0.00310955 -0.00694529 0.00458582 -1.37653e-05 0.00187531 -0.000715867 -0.00523516 -0.00693154 0.00142578 0.0010766 -0.00130729 0.00605167 0.00339879 0.00328829 0.0075091 0.0046717 0.00558078 -0.00372389 -0.00116557 -0.00243209 0.000416784 -0.00490277 0.00126767 -0.000428179 -0.00807742 0.00728385 0.00261759
internal_weight=917.756 777.277 712.774 643.722 140.479 437.115 206.608 151.717 97.0872 54.8905 64.5036 17.3768 128.791 52.4198 308.323 109.325 27.281 198.998 82.8525 42.8041 9.76906 85.9873 84.2702 49.3366 24.7895 57.5529 49.0028 14.818 63.0616 25.5616
internal_count=4633 3439 2909 2414 1194 1440 974 614 458 360 530 66 536 305 904 357 121 547 254 140 52 396 428 233 153 221 199 87 173 85
is_linear=0
shrinkage=0.0112276


Tree=28
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 0 1 0 1 2 2 1 0 0 0 2 1 1 2 2 1 1 1 1 1 1 1 2 1
split_gain=84.0927 76.9998 35.7384 26.5113 23.3504 17.7312 15.5144 25.3293 13.6621 12.6965 12.1646 11.7902 9.82062 11.4156 8.81506 10.2616 10.6801 9.75871 13.7032 8.5245 8.56405 8.18909 11.2688 7.6332 7.50825 14.437 7.1171 12.6099 9.16069 9.41418
threshold=0.39078171310000004 0.47721625100000004 0.50056884525000012 0.53146612375000013 37.232443001650005 0.5485614203000001 0.42314601355000009 0.3447651268000001 0.52324780695000006 0.43584024430000007 37.995872310650007 48.393869453650005 0.4529056016000001 0.57212358910000016 0.60710757165000018 0.62376874945000005 44.749265482150008 0.48616807880000007 0.4830394299500001 40.408647214050006 42.206017975500011 0.34377713240000007 0.32467590790000006 0.39670967935000007 0.4172030777500001 0.40437412050000004 0.34575312120000007 0.3584174126500001 38.911218973650008 0.34545372890000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 23 24 11 10 26 -7 -8 -1 13 -11 17 16 -16 18 -14 -9 -21 22 -12 -5 25 -6 28 -28 -3 -30
right_child=2 8 -4 4 5 9 7 19 -10 12 21 -13 14 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.010546539323586897 -0.0081020478125179655 0.015018469853536711 -0.01080332326438911 0.0071820903095807581 0.0038007769919717474 -0.007790812650121241 0.01039001091729628 -0.017008336022079438 -0.004002694496749312 0.0059973874049065829 0.0039681501906023925 0.00012503558292441161 -0.0055210704394372413 -0.0035185815540148347 -0.0035256658293194611 -0.0073267981771225734 0.014287657745735058 -0.014944347018793514 0.010729789201470488 0.0014062371481375685 -0.0078411786332066268 0.008012999569749003 -0.009536168193487668 -0.010363774910977848 0.0066987330532596806 -0.013330523812114211 0.0086708338737792826 0.0040681487953423516 0.0044572076542227432 -0.0024375953563939897
leaf_weight=39.341084122657776 62.796301357448101 6.9331427216529837 57.782258003950119 2.8174187839031211 25.324151739478115 28.564800582826138 19.271600157022476 6.4720436185598365 16.144931778311729 39.026028335094452 12.94321182370186 14.79010786116123 36.097233161330223 19.693703070282936 5.6629182025790241 7.2571903914213172 9.1262522339820844 8.6962419971823675 6.3324270695447913 16.272058635950089 28.802842304110527 10.345141753554342 12.721019938588141 29.834805138409138 49.381112143397331 6.3977084755897513 135.67121293395758 113.50315623730421 95.818681210279465 26.178372487425804
leaf_count=398 479 11 612 8 94 190 45 47 75 113 44 60 234 116 40 43 16 70 18 65 208 27 79 253 140 37 341 367 297 106
internal_value=0.000195695 0.00275207 -0.00339943 -0.00212999 -0.00076235 0.000330853 -0.0031867 -0.00093483 0.00517668 -0.00163182 0.00385627 -0.00763078 -0.000297925 0.00280588 -0.00278868 0.00259704 0.00746676 -0.0051111 -0.00309571 -0.006073 -0.00450286 0.00035953 -0.00272555 -0.00884982 0.00421387 0.000345713 0.00556864 0.00657423 0.00362519 0.00297771
internal_weight=949.999 555.209 394.791 337.008 274.212 241.56 160.959 106.828 394.249 160.457 55.281 54.1312 131.892 58.7197 73.1723 22.0464 14.7892 51.1259 42.4297 51.5469 45.0749 36.0094 25.6642 32.6522 81.103 31.7219 378.105 249.174 128.93 121.997
internal_count=4633 2170 2463 1851 1372 1111 973 515 1197 840 195 458 650 229 421 99 56 322 252 320 273 150 123 261 271 131 1122 708 414 403
is_linear=0
shrinkage=0.0101895


Tree=29
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 2 2 1 0 0 0 0 0 0 2 2 1 1 1 1 0 1 2 1 1 1 1 2 2 2
split_gain=52.9974 30.8604 31.5985 18.7821 18.7231 15.5915 14.8571 12.8853 13.3677 12.6718 12.2289 11.5738 11.0473 10.6509 10.556 8.98187 8.9666 8.76151 8.41913 9.67417 7.59181 7.23538 9.29742 7.19568 8.40196 6.98813 6.77598 6.71602 6.61503 10.2064
threshold=0.4529056016000001 0.45798030000000006 44.202975721700007 0.37227927305000003 0.34584293880000011 39.427119987250002 44.749265482150008 0.34007963835000005 0.39587138110000003 0.5116313883000001 0.5796383342000001 0.47938684470000009 0.5641597557000001 0.50291907430000016 49.064150740050003 47.927946529500012 0.34545372890000009 0.34587287805000005 0.3584174126500001 0.4172030777500001 0.68131193680000013 0.34542378970000004 41.489621506400006 0.33894194785000004 0.32467590790000006 0.31753540315000006 0.34569324270000007 51.757767929250001 40.300545846000013 40.94178426300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 -3 12 8 -1 13 28 -7 -2 -5 15 18 21 -6 -4 -20 27 22 -13 24 25 -10 -18 -8 -11 -30
right_child=6 2 14 9 17 11 20 -9 23 10 -12 16 -14 -15 -16 -17 26 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.016367964772079809 0.0040246878588059603 0.014006653792858727 0.0051288049179903338 -0.00013649251859041136 0.018406370539894329 -0.0037114041212680474 0.0047011582796382349 -0.017948612912237087 -0.0030390282739738371 -0.00041322896828776022 -0.019895584889484279 0.012017984090159976 -0.014676390080527171 -0.025643629791274505 -0.018861777698308848 0.0076863606182321761 -0.010738318904314568 0.0086371260437585161 -0.017640075083358232 0.0015414399755634995 -0.018835096347994802 0.020373082586433451 -0.0025893419512849378 0.021200546369477571 -0.0175879264182171 0.011914912826273133 0.0062763709963224584 -0.011567048938045795 0.013319739551704681 0.0023807889272070906
leaf_weight=15.59042578935623 8.7978760227560979 26.748508520424366 9.8958530351519567 8.3760882765054721 27.459713980555534 71.903085976839066 28.985381886363029 21.255566194653511 24.646262861788273 113.9083503857255 6.384268529713153 25.622124046087265 79.826243802905083 8.0575569793581945 15.32784580439329 12.687010057270525 13.033031530678274 142.78697680681944 21.182221487164501 9.5792753472924215 5.4846508949995032 10.543107450008391 19.065040796995163 3.8880721330642691 6.7044915109872809 11.49662549048662 10.686413042247294 8.1580057889223081 27.841725245118141 92.45148853212595
leaf_count=188 40 65 40 39 67 343 124 230 154 525 68 67 873 62 149 49 60 422 190 51 69 20 74 7 55 32 33 65 77 395
internal_value=0.000167366 0.0017781 0.00290456 0.00406051 0.00645964 0.00286186 -0.00912408 -0.00729946 -0.00366769 0.000813537 0.0017327 0.000885722 -0.0128199 -0.0126429 -0.00727703 -0.00394829 0.00507253 0.0102128 -0.00757886 -0.0116669 -0.00144044 0.00857059 0.00578601 0.000568985 -0.00130317 0.00171764 -0.00307262 0.00112808 0.00232228 0.0049126
internal_weight=888.373 757.121 673.54 604.867 347.848 177.601 131.252 83.5814 62.3259 257.019 240.586 150.853 88.6241 16.4336 68.6722 53.3444 78.9497 170.247 40.6573 30.7615 42.628 55.2303 44.6872 46.7355 42.8474 36.1429 23.7194 37.1434 234.202 120.293
internal_count=4633 3462 2796 2317 1151 662 1171 666 436 1166 1065 597 913 101 479 330 254 489 281 241 258 161 141 248 241 186 93 189 997 472
is_linear=0
shrinkage=0.0158389


Tree=30
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 2 0 1 0 1 1 0 0 0 1 0 1 1 0 1 2 2 2 2 1 1 1 0 2
split_gain=46.0026 24.4933 41.6318 17.0826 16.2092 9.45672 15.2166 8.83241 8.36596 8.30532 9.13772 7.96085 10.7045 7.84495 7.71062 17.0158 8.76962 7.19518 6.96816 8.98728 6.42901 5.86295 5.84997 5.82258 10.2759 5.20007 7.33011 6.09279 10.805 7.13391
threshold=0.50056884525000012 0.39170982905000007 0.47721625100000004 0.53017873715000008 37.232443001650005 31.914316944300001 35.119813570500007 0.52324780695000006 0.30560462260000004 0.54504356155000011 0.43584024430000007 0.3447651268000001 0.47396784530000008 0.52769378160000013 0.45995628875000011 0.35696536035000009 0.47673722340000008 0.39670967935000007 0.43837010870000009 0.57161462230000015 0.39995808510000008 42.081757894750005 41.685324604100011 44.202975721700007 43.968221017800005 0.32467590790000006 0.33400197600000009 0.31753540315000006 0.41160444300000004 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 2 5 23 17 -1 -7 -4 -8 20 21 12 25 -9 -13 16 -16 -5 19 -12 22 -11 -6 24 -3 27 -27 28 29 -10
right_child=-2 3 7 4 9 6 8 13 11 10 18 14 -14 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.018414506714409504 -0.012242091910201799 -0.0087031018934801991 0.0053101582019842797 0.0097694364127331977 0.0068024192790116364 0.011162121883846422 -0.014991031802988528 -0.011177135409368424 0.0089980285406262052 -0.0033607505866421776 -0.00010710672223149169 -0.013671317907619041 0.010486201724291763 0.0048405603107406032 -0.013825875512217837 0.017965202800063584 0.00034033960998110794 -0.011743257187877523 -0.00071039583147121518 0.018572883243083583 0.0058184023989886645 -0.014468848954742784 -0.013479950885518356 -0.015493337986224735 0.012486786324356484 -0.018739775124443997 -0.0016217824900088278 0.0078532274489883317 -0.016897037924423968 -0.0075896164837221357
leaf_weight=6.4499540552496901 46.749903209507465 29.250863015651703 348.04962536692619 2.8239135593175915 3.8723510652780515 12.14318662136793 10.180897414684294 10.37372348457575 10.09245970845223 25.351182997226715 9.6492791399359721 17.198172852396965 12.971504516899584 9.7287052348256093 14.962507158517839 5.2942963093519202 13.785805210471151 26.580976292490959 107.34780874103308 7.5281769707798949 57.897872775793076 11.269918359816073 5.8808265700936317 15.419757194817064 4.3114907443523398 6.7150451689958599 10.576428629457949 11.75362381339073 6.9433873668313018 7.3626662343740454
leaf_count=75 612 237 1134 8 17 40 137 58 48 126 37 200 34 38 114 13 58 257 604 14 181 103 41 182 11 55 50 37 74 38
internal_value=0.000121978 0.000825364 0.00253458 -0.00203784 -0.000721731 -0.00324451 -0.00254551 0.00483317 -0.0038476 0.000429229 -0.00115258 -0.00288334 4.43324e-05 -0.00342526 -0.00667801 -0.00314502 -0.00703269 -0.00967727 0.000502123 0.00807957 0.00419714 -0.0067792 -0.00542714 -0.00897552 -0.005981 -0.00249005 -0.00826946 0.00027422 -0.00337686 0.00200127
internal_weight=868.516 821.766 514.582 307.184 258.202 146.43 139.98 368.152 127.837 228.797 161.146 117.656 66.4151 20.1024 51.2408 34.0426 28.7483 29.4049 124.525 17.1775 67.6511 36.6211 9.75318 48.9821 33.5624 53.4436 17.2915 36.1521 24.3985 17.4551
internal_count=4633 4021 2203 1818 1388 973 898 1230 858 1123 884 721 336 96 385 185 172 265 655 51 239 229 58 430 248 302 105 197 160 86
is_linear=0
shrinkage=0.0128137


Tree=31
num_leaves=31
num_cat=0
split_feature=0 2 0 2 1 0 2 1 0 2 2 2 0 2 2 2 2 0 1 2 0 0 1 0 0 2 1 2 0 2
split_gain=61.966 37.4064 38.9319 21.1874 15.6532 20.4841 19.0126 14.7596 12.0862 12.0131 9.36301 9.30892 10.9491 12.3898 12.043 9.23514 11.3641 7.58715 10.7676 7.3825 7.20993 7.0824 8.6583 14.9293 11.5918 7.10695 7.02946 15.9076 9.31272 6.99289
threshold=0.57212358910000016 42.783136484500005 0.41973294215000007 44.749265482150008 0.3584174126500001 0.48265022005000008 41.965446242000006 0.3621298763500001 0.55788748840000013 42.686561923500008 49.247968080500009 50.427417695700008 0.47774018740000007 48.109449608500007 44.578137159850009 47.74983977685001 45.711398460000005 0.53146612375000013 0.37820723930000005 42.982930821650008 0.58035687555000015 0.56974342085000018 0.39078171310000004 0.53634621715000008 0.54504356155000011 41.542492784600007 0.34584293880000011 41.319407281650008 0.48654231910000006 41.681597818500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 29 -6 11 -8 15 12 13 -3 19 16 -5 18 -16 -14 -12 22 -9 -24 25 -25 27 -7 -29 -4
right_child=3 8 4 10 7 26 9 21 -10 -11 20 -13 14 -15 17 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=-0.013162630185911857 -0.011276082975038583 -0.0099408217180510516 0.0038363221236335536 0.014487716757506822 -0.016720210872989048 0.011692476163107061 -0.010153801314182084 0.0046205169364758273 -0.014799467855655392 0.0094363532701165331 0.0035700048485344891 -0.016101314441928284 -0.0069859352448038425 0.0021552886270699684 0.00055318311866861666 0.010843932337469797 -0.01116260764064137 0.0021979423463712408 -0.016362049784716771 0.0047804236735462784 -0.011087198103593845 0.011588640599846522 -0.0068260267784333029 0.0029356180771435568 -0.001174097594638277 0.012505844947274018 0.012127471279479244 -0.01886605443047842 0.0057770778478879884 0.011251744613550376
leaf_weight=21.897222578525543 86.937552325427532 41.07338298112154 113.40502151101828 3.7862431257963207 6.5938414111733428 18.266157448291782 22.847401238977913 99.830511353909969 12.980708964169024 6.1887015700340262 7.4301016181707409 7.3431204780936232 9.4594673067331296 19.392859011888504 9.9004945307970065 14.110194265842436 9.2551321312785131 13.577353820204733 14.324996829032896 67.409159496426582 17.559287659823895 11.866228640079497 38.528736539185047 31.380569443106651 71.157519936561584 19.617850750684738 78.085153102874756 5.4486385956406576 4.2436610162258148 23.963942550122738
leaf_count=268 889 343 384 9 41 43 131 318 117 20 32 79 46 74 47 50 62 62 146 238 152 28 275 105 337 43 188 31 14 61
internal_value=0.000155229 0.0015412 0.00314763 -0.00750598 0.00379531 0.00592177 0.00319164 0.0017186 -0.00317072 -0.00597839 -0.00121987 -0.00234351 -0.00176668 -0.00606133 0.00049789 0.0038507 -0.00371567 -0.00526593 -0.00944912 0.00333245 -0.00672917 0.00216497 0.00173573 -5.65386e-05 0.0020786 0.00661705 0.0102059 0.00483926 -0.00807634 0.00512994
internal_weight=907.861 768.783 573.321 139.079 551.424 272.449 166.405 278.975 195.462 29.0361 52.141 182.481 175.138 60.4662 114.671 27.1516 13.0414 37.8028 24.2255 76.8686 24.9894 272.381 260.515 160.685 122.156 50.9984 106.044 27.9585 9.6923 137.369
internal_count=4633 3439 2287 1194 2019 872 596 1147 1152 151 305 1035 956 417 539 121 71 255 193 284 184 1106 1078 760 485 148 276 88 45 445
is_linear=0
shrinkage=0.0124726


Tree=32
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 1 2 2 2 1 0 1 1 2 0 1 1 1 0 0 1 2 1 2 1 1 2 1 0
split_gain=42.5026 21.9004 37.2436 15.2976 14.414 8.91934 14.6185 11.0094 10.6694 8.70974 8.62111 8.02548 16.4999 8.08068 8.26599 7.22627 10.536 8.2149 12.2893 6.98876 13.8527 11.4499 9.7446 7.23431 9.98016 6.84701 6.38098 6.35362 6.57992 8.4819
threshold=0.50056884525000012 0.39170982905000007 0.47721625100000004 0.53017873715000008 37.232443001650005 0.41973294215000007 0.3447651268000001 44.952171034750002 37.995872310650007 40.408647214050006 0.34377713240000007 0.50913146310000013 0.37977904855000005 0.34575312120000007 38.911218973650008 0.5485614203000001 0.43584024430000007 0.4172030777500001 0.40437412050000004 0.47787491390000009 0.47938684470000009 0.34545372890000009 40.518963363600001 0.34542378970000004 41.489621506400006 0.32467590790000006 0.39670967935000007 42.720329370750001 0.34536391125000004 0.47673722340000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 7 8 -1 -7 -8 25 13 -13 14 -4 17 -17 18 -6 -16 22 23 -21 24 -22 -10 -5 28 29 -11
right_child=-2 3 11 4 15 6 9 -9 10 27 -12 12 -14 -15 19 16 -18 -19 -20 20 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.016955034344272167 -0.015189237455797864 -0.01094898813751711 0.022165403836748934 0.011545252630495721 0.0033044263461590728 0.014492925503277991 -0.026063498897235478 -1.9831532002204406e-05 0.0022303645879677494 -0.024729880634106152 0.012029663601001113 -0.011785150916775657 0.00564172320394026 0.0092920042903514959 0.012409815878481906 -0.010905856628706259 0.00038865484734233843 0.0087787016632113503 -0.021642123451648669 0.0030918478848273008 0.011673322757695741 -0.0067008762362684394 -0.019860299561502238 0.020204346392112982 -0.0033438036489205486 -0.014622758657104995 -0.014301720883642052 -0.012076261459042437 0.0091420306748211284 0.0047849711897397429
leaf_weight=25.512821435928345 45.243020638823509 47.298610083758831 6.150277078151702 2.7998832613229778 24.688093163073066 18.4236099421978 6.102441392838954 16.857106044888496 13.439117908477785 4.7350276932120341 10.023706220090387 19.545443676412106 54.216436944901943 171.7383968681097 17.075418218970299 26.547740116715431 123.14604271948338 47.019663818180561 6.6223079711198798 8.1012202501297015 27.145803093910217 18.898905761539936 12.344383165240286 10.337369203567503 20.569297172129154 12.126116320490835 25.784735649824142 19.218913294374943 11.597476579248903 5.6429010033607483
leaf_count=358 612 430 11 8 103 48 49 80 57 36 27 115 182 519 48 190 650 140 40 27 74 80 72 21 81 80 257 172 46 20
internal_value=0.000151036 0.00100397 0.00306371 -0.00245123 -0.000884906 -0.00395234 -0.0013322 -0.0102173 0.00444805 -0.0079332 -0.000751956 0.00581705 0.00102395 0.00702634 0.00380056 0.000479626 -0.00161439 0.00448143 -0.00197189 0.00281387 0.00113153 0.00429261 -0.0107659 0.00787153 0.00519965 -0.00576342 -0.01177 -0.00524742 0.000724853 -0.00868146
internal_weight=858.952 813.709 509.802 303.907 256.608 143.679 101.309 42.3699 54.0126 47.2968 35.5889 366.123 73.7619 292.361 120.623 228.024 149.694 78.3301 31.3104 114.472 97.397 76.9514 20.4456 58.0525 47.7151 25.5652 28.5846 41.1943 21.9754 10.3779
internal_count=4633 4021 2203 1818 1388 973 535 438 212 323 164 1230 297 933 414 1123 840 283 143 403 355 256 99 176 155 137 265 274 102 56
is_linear=0
shrinkage=0.0162611


Tree=33
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 0 2 2 2 1 0 0 1 1 2 1 1 0 0 1 0 2 0 1 1 1 1 2 2 0
split_gain=37.2867 19.497 22.0964 17.7792 16.1038 16.5689 14.4817 12.9421 7.0614 7.13664 6.84649 12.1889 11.9791 11.2776 10.7192 11.1117 9.91479 8.31115 7.66848 10.8118 7.00259 9.82631 8.97962 18.885 6.46654 13.6819 6.08201 5.75994 5.75028 9.77294
threshold=0.50634711535000021 31.914316944300001 42.720329370750001 42.684965421050009 0.41973294215000007 0.57670429030000014 42.388109226950007 42.620627117000005 35.119813570500007 0.34377713240000007 0.60710757165000018 0.62143349005000015 0.48616807880000007 0.48522499325000007 50.427417695700008 0.45932756505000005 0.44922307715000004 0.55788748840000013 0.54191491270000014 0.42111014640000005 0.47774018740000007 48.109449608500007 0.51657136015000005 0.39814676205000005 0.34518427590000006 0.34007963835000005 0.49585341755000006 43.663128814500006 40.165165956550005 0.47697673720000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 -6 12 -12 13 14 15 16 17 18 19 20 21 24 -22 -24 25 -4 -13 -27 -10 -30
right_child=-2 2 10 -5 5 6 -8 -9 28 -11 11 26 -14 -15 -16 -17 -18 -19 -20 -21 22 -23 23 -25 -26 27 -28 -29 29 -31
leaf_value=-0.011591965850367494 -0.010508926958050975 -0.0099033687789978411 -0.010820406411224512 0.010786069845720052 0.015362670023793584 -0.0085471055585915352 0.016019051700044612 -0.01351459692528182 0.00071594842510750692 0.0041878730514532721 0.011701916449360101 -0.015209312794460717 -0.01543811312919505 0.014878928638459101 -0.013581949994268957 -0.014548963754552259 0.011042021179029332 -0.010957245022876797 0.0079177966132011873 -0.016064636660496113 0.002908095904657054 0.0020405075266129468 -0.010841029860473953 0.0054765926984596371 -0.012443069025104741 -0.0014687589926404715 0.0030613606664195402 0.015197775024366792 -0.0028905242882414461 0.0038775703528378153
leaf_weight=14.799660246819256 36.317946940660477 13.681015677750109 12.765612334012987 24.947380900382996 9.1169233918189985 26.151683658361438 3.0659408122301093 5.8302027806639662 183.9734935760498 23.083273768424988 10.776643410325052 3.9211919605731946 7.8727743327617636 4.4305987358093253 9.3014357388019544 7.5516629442572585 7.1389487087726584 10.680878110229967 9.8669254481792432 5.8510858565568915 62.540855064988136 19.289107963442802 19.257680103182793 14.013168193399904 16.237517431378365 5.225640803575514 4.4460624381899834 4.3415599837899208 27.205350287258625 236.49318280816078
leaf_count=167 554 207 152 74 17 279 14 37 781 96 33 25 68 8 110 78 18 85 39 55 226 74 169 62 162 29 22 12 148 832
internal_value=8.98939e-05 0.000568744 0.000796832 0.0019641 0.00154774 0.00185199 -0.00596926 0.00232248 0.00251489 0.00735182 -0.00194674 0.00418304 -0.0024891 -0.00200014 -0.00236662 -0.001831 -0.00131798 -0.00180799 -0.00123108 -0.00179697 -0.00125372 -0.00419132 0.000520251 -0.0039683 -0.00730787 -0.00357421 -0.00550092 0.00609445 0.00216698 0.00317932
internal_weight=840.175 803.857 789.058 553.548 528.601 514.92 29.2176 485.702 479.872 32.2002 235.509 19.1439 216.365 208.493 204.062 194.761 187.209 180.07 169.389 159.522 153.671 57.8594 95.8117 33.2708 38.5703 22.3328 8.36725 9.5672 447.672 263.699
internal_count=4633 4079 3912 2485 2411 2204 293 1911 1874 113 1427 80 1347 1279 1271 1161 1083 1065 980 941 886 429 457 231 355 193 47 41 1761 980
is_linear=0
shrinkage=0.0106939


Tree=34
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 0 2 2 2 1 0 0 1 0 0 1 0 1 1 0 1 0 1 2 0 2 0 0 0 2
split_gain=32.6622 17.6403 26.8313 12.7288 10.326 15.4946 14.6346 7.68739 9.38986 7.00179 6.23904 6.25336 5.85413 7.89655 6.89932 13.8883 6.44219 6.31049 5.51971 5.27731 8.21111 5.53006 5.03276 9.16524 21.1905 9.9972 8.80386 11.6497 8.59577 13.8983
threshold=0.50634711535000021 0.39170982905000007 0.47721625100000004 0.39394030120000006 0.39563186730000005 0.53203496900000014 36.772607578000013 31.914316944300001 35.119813570500007 0.30560462260000004 0.52324780695000006 0.52769378160000013 0.3447651268000001 0.47076434840000009 0.45995628875000011 0.35696536035000009 0.47673722340000008 0.32467590790000006 0.34512439750000007 0.5485614203000001 0.43584024430000007 0.55980359870000018 0.3584174126500001 41.976795488650005 0.48077901860000011 43.276780833950006 0.48588365620000007 0.48001556840000009 0.48320409570000006 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=1 2 7 -3 -5 -6 -7 -1 -9 -10 18 -12 13 17 -14 16 -16 -11 -4 -8 -21 -22 23 26 25 -25 27 -20 -26 -30
right_child=-2 3 10 4 5 6 19 8 9 12 11 -13 14 -15 15 -17 -18 -19 22 20 21 -23 -24 24 28 -27 -28 -29 29 -31
leaf_value=-0.019368981631173735 -0.013419848528410019 -0.018319723911901498 7.6428710264043483e-05 0.011641475904625517 -0.010614977223896011 -0.011674481441423705 0.0035150686448202242 0.010069576681707026 -0.015850588517097079 0.00061256980716156858 -0.010870816336250425 0.0047947222210315537 -0.014157118562557613 0.0089320452241435106 -0.013447311013361376 0.018331800665321408 0.00021474289467337279 -0.010697150140378921 0.011847009754035145 -0.0085039144264367275 0.0088521195827507403 -0.00069692386100844847 0.0030585943136971134 -0.018227711008316071 0.012343349320789027 0.0024394612100617271 0.014785759013079814 -0.00018765412659067581 -0.0068829538979085962 0.012191465409229722
leaf_weight=5.4057366624474517 33.70699106156826 9.1137285530567151 42.301045700907707 11.329114135354756 35.945192329585552 21.95871103182435 70.019917391240597 11.050969079136847 8.3258237764239293 34.707735829055309 10.29359356313944 9.7719387933611852 14.890433810651301 15.597727112472056 13.644512422382833 5.2200288996100417 13.516441471874712 13.473713956773279 35.029135853052139 24.900447908788919 13.327877812087534 113.8536373898387 105.90576476603746 11.063644014298918 32.248095653951168 7.887130841612815 40.243566438555717 28.862706437706947 16.259599760174755 13.973576933145521
leaf_count=75 554 91 159 51 364 240 245 40 137 197 58 38 200 45 114 13 58 94 89 177 40 668 379 73 95 28 97 107 72 35
internal_value=0.00010175 0.000678588 0.00232022 -0.00199695 -0.00148633 -0.00201749 -0.000751249 -0.00297892 -0.00229962 -0.00344466 0.00435447 -0.00324168 -0.00251455 0.000257924 -0.00625521 -0.00262151 -0.00664849 -0.00255014 0.00481113 0.000328706 -0.00113832 0.00030376 0.00549827 0.00689062 0.00336562 -0.00962623 0.00964711 0.00641043 0.00730609 0.00193312
internal_weight=823.829 790.122 489.673 300.449 291.335 280.006 244.061 135.833 130.427 119.376 353.84 20.0655 111.051 63.7792 47.2714 32.381 27.161 48.1814 333.774 222.102 152.082 127.182 291.473 185.567 81.432 18.9508 104.135 63.8918 62.4813 30.2332
internal_count=4633 4079 2203 1876 1785 1734 1370 973 898 858 1230 96 721 336 385 185 172 291 1134 1130 885 708 975 596 303 101 293 196 202 107
is_linear=0
shrinkage=0.0140261


Tree=35
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 0 2 2 2 1 0 2 1 2 2 2 2 0 0 1 1 1 2 0 2 0 1 0 0 0
split_gain=28.6355 14.7945 16.7667 14.4511 12.4338 12.7266 11.7186 9.53354 5.79682 6.18629 6.30573 5.78713 8.9701 5.94965 10.2091 7.86123 7.18025 9.06639 6.31634 6.47481 11.2785 9.08697 9.3224 6.94449 6.03651 5.82188 5.80442 5.05206 4.99013 4.70394
threshold=0.50634711535000021 31.914316944300001 42.720329370750001 42.684965421050009 0.41973294215000007 0.57670429030000014 40.722669576350008 42.620627117000005 35.119813570500007 0.34377713240000007 0.49820364660000011 51.757767929250001 0.4995808509000001 47.74983977685001 45.700098835450007 49.064150740050003 49.960114208400007 0.58035687555000015 0.45798030000000006 0.38906020780000011 0.39814676205000005 0.42209814075000007 44.908704241950012 0.50291907430000016 42.982930821650008 0.48149755995000004 0.31100865245000009 0.47943175355000006 0.50730517050000012 0.37395586960000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 -6 -11 13 -13 14 18 -15 26 -18 29 23 -21 -22 -23 24 25 27 -17 -20 -25 -4
right_child=-2 2 11 -5 5 6 -8 -9 -10 10 -12 12 -14 15 -16 16 17 -19 19 20 21 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.017004570015584575 -0.015838577991695399 -0.014928653859764017 0.011710608825886586 0.016105870020988258 0.023207270145319783 -0.017419812629491757 0.0053039982414277657 -0.018595510159572004 0.0029509952444269931 -0.012692816812137813 0.010310618998880852 -0.020952977996959408 0.018034078646045289 0.008186155085178743 -0.01476075613951074 0.00014928125854363883 0.016424840962742947 -0.013699760529740557 -0.016588324678463259 -0.021553104275885211 0.010471118709239344 -0.011314801713183997 0.015657925599092785 0.021079867830090304 0.0020656010214004364 -0.028400038726960411 -0.023781185225418677 0.0096703439774897086 0.0026055121557762122 -0.020241654129720794
leaf_weight=13.331237282603977 31.286953575909138 12.077544342726467 1.5835035257041443 22.291501969099045 8.2271732389926928 17.041402470320467 10.671194531023501 5.7401850074529639 437.67936928570271 4.2445618584752109 18.307574711740017 9.9831997603178007 2.0582106709480277 31.60067493095994 21.462071485817432 4.9745852202177065 7.3412832841277105 4.7630779519677162 4.2022675871849042 10.466012589633463 12.258393965661524 23.616034321486953 4.3946088105440131 8.2584338113665599 46.766874648630619 3.9251358211040488 7.1334389895200729 4.2727126181125641 8.6617827489972097 8.3962185829877836
leaf_count=167 554 207 19 74 17 214 79 37 1761 24 72 126 7 112 191 22 29 37 32 125 49 189 15 17 206 24 55 12 36 124
internal_value=0.000110931 0.000754211 0.00106474 0.00270219 0.00212087 0.00253114 -0.00866963 0.00318572 0.00345261 0.0105856 0.00598112 -0.00281876 -0.014289 -0.00217358 -0.00385703 0.00260003 -0.00469068 0.00457078 -0.00214641 -0.00112144 -0.00582667 -0.00173933 -0.00708303 0.00201601 -0.00073119 -0.0112792 -0.0139493 -0.00334986 0.0116225 -0.0151717
internal_weight=807.017 775.73 762.399 536.281 513.989 501.911 27.7126 474.199 468.459 30.7793 22.5521 226.119 12.0414 214.077 158.264 55.8131 24.2124 12.1044 136.802 126.822 50.735 40.269 28.0106 76.0872 59.167 12.4001 12.108 8.47498 16.9202 9.97972
internal_count=4633 4079 3912 2485 2411 2204 293 1911 1874 113 96 1427 133 1294 1039 255 143 66 848 705 378 253 204 327 274 68 77 44 53 143
is_linear=0
shrinkage=0.0170045


Tree=36
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 1 0 0 0 2 1 2 2 2 1 1 2 2 2 1 0 0 0 0 2 0 0 1 0
split_gain=34.5012 20.2601 29.6234 14.329 12.0765 9.69434 8.69295 14.026 14.013 8.95517 8.08126 7.76614 6.96012 8.19836 7.17453 6.79624 7.05508 9.10166 13.3946 12.3525 11.4695 19.5252 12.295 7.65397 6.41299 6.18221 6.17136 6.3641 15.898 8.22938
threshold=0.4529056016000001 44.202975721700007 0.43572048740000008 44.749265482150008 0.5796383342000001 0.5641597557000001 0.37227927305000003 0.5116313883000001 0.47938684470000009 0.50291907430000016 38.324118171300007 0.34458549145000011 50.427417695700008 47.927946529500012 48.96897326980001 0.44618424600000006 0.38906020780000011 40.300545846000013 41.559097512700014 41.835830569250014 0.39814676205000005 0.52468488970000016 0.55788748840000013 0.55131582885000008 0.47943175355000006 42.580420142950011 0.68131193680000013 0.60710757165000018 0.48616807880000007 0.61797550970000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -2 8 9 11 10 -8 -4 13 -3 -15 16 -9 23 -19 -20 21 -21 -22 -18 -10 -24 27 28 -5 -29
right_child=3 12 4 26 -6 -7 7 15 24 -11 -12 -13 -14 14 -16 -17 17 18 19 20 22 -23 25 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0098277702590730178 0.0033128371172686309 -0.0068094005755574933 0.0054037660313836057 0.0075182965432744435 -0.01572855342683771 -0.010967110199683553 0.011511914166784888 0.0070391853253385954 0.016072140417592081 -0.020378022094369855 -0.013846557150909449 -0.0015193127686792028 -0.015770336486750192 0.006353958003593195 -0.0052281887130002317 0.0089346353171952039 -0.00095318625426557676 0.008142197063030451 -0.021386752541373729 0.02383878651514007 0.0080143329775123062 -0.017062888269435146 0.0020708975449077356 -0.010678893086204552 0.0056403496272913068 -0.020318405306277546 -0.014517575867081358 0.015122352425590577 -0.018216173307425053 -0.0012634534521640927
leaf_weight=32.470670975744724 8.7243469730019552 47.026635251939297 38.976217173039913 8.499097526073454 5.7428677752614012 69.812592718750238 4.0791654214262945 28.723134547472 10.074042558670042 7.7532169818878165 4.1211694106459618 82.129392147064209 8.0260092951357347 20.077648222446442 15.429129138588904 20.141883298754692 64.227136686444283 43.313185773789883 4.6048337519168845 2.3139760345220557 28.839078724384308 10.74293654412031 3.790118068456648 16.614545270800591 210.17201215028763 4.2878537327051163 4.2656207010149947 9.5097990185022372 7.2618818730115882 10.542928524315355
leaf_count=412 40 395 140 27 68 873 11 83 22 62 29 393 105 70 90 58 307 146 31 4 89 104 15 126 668 34 69 30 64 68
internal_value=0.000168924 0.00122907 0.00204945 -0.00620962 0.00270239 -0.00938081 0.00288336 0.00104 0.00419858 -0.0105369 -0.00123227 0.000708787 -0.00441577 -0.00331159 0.00132105 0.00185148 0.00116378 0.000219579 0.00283876 -0.00137 0.000474436 -0.0098142 0.00411335 -0.00295201 0.0061175 -0.00981353 4.4561e-06 0.00173411 -0.00433888 0.00650735
internal_weight=832.293 713.677 623.117 118.616 590.647 78.5369 584.904 243.552 341.352 15.9536 8.20033 121.106 90.5594 82.5334 35.5068 227.599 207.457 178.734 97.892 54.5788 49.974 13.0569 36.9171 80.8417 220.246 8.07797 40.0793 35.8137 15.761 20.0527
internal_count=4633 3462 2802 1171 2390 913 2322 1099 1223 102 40 533 660 555 160 997 939 856 423 277 246 108 138 433 690 49 258 189 91 98
is_linear=0
shrinkage=0.0127721


Tree=37
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 0 1 1 1 0 1 1 0 1 1 1 1 0 2 2 2 1 2 1 1 2 0 2 1
split_gain=54.1303 51.7267 26.1819 19.4288 17.4998 10.5789 10.3566 9.40519 18.5004 8.63429 8.43147 8.36259 7.95931 7.82674 10.7826 6.42247 10.0448 6.41128 9.17205 14.059 7.32309 7.60153 7.2415 7.13484 6.39571 6.36617 7.85966 14.073 11.3217 6.36131
threshold=0.39078171310000004 0.47721625100000004 0.50634711535000021 0.53146612375000013 38.238138001450004 0.52324780695000006 0.5485614203000001 0.3447651268000001 0.33894194785000004 0.42111014640000005 0.45995628875000011 0.34584293880000011 0.40651477500000005 0.39587138110000003 0.32467590790000006 0.4172030777500001 0.40437412050000004 0.39019789825000006 0.50913146310000013 36.654713368950006 43.735142172100005 42.243697547450004 0.34584293880000011 39.476991512000005 0.31753540315000006 0.34587287805000005 42.055256506450007 0.50291907430000016 43.219899330700009 0.3584174126500001
decision_type=2 2 2 2 2 2 2 2 2 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 12 17 15 8 13 -8 -9 -12 -5 -1 24 16 -6 18 22 -20 21 -21 23 -3 -15 -24 29 28 -28 -27
right_child=2 5 -4 4 6 -7 9 10 -10 -11 11 -13 -14 14 -16 -17 -18 -19 19 20 -22 -23 25 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0086534369701753867 -0.0059512740119939955 0.0094832042545077416 -0.0086967085913594276 0.0027082909001796066 0.0023992751021480927 -0.0031273251324264871 -0.0088669794250319407 -0.0095256356143692874 0.004988438206011977 -0.00036527808911963758 -0.0051315960186731858 0.004121022231085539 -0.0070564573118321733 -0.0017049638975918271 -0.0083831456080048963 0.004933257002857518 -0.0097844000570270259 0.010106654037118638 0.0082455842295464724 -0.0032718756894757266 -0.01298813782745206 0.0087762772558950507 0.0093179405746313532 0.0021462600510401444 0.0059774291826594468 0.0077923541669083808 -0.0067453959679458992 0.008438440123678264 0.0036199914871762715 0.0034771185561562599
leaf_weight=14.694607108831404 58.13080970197916 10.35978890955448 40.996134735643864 7.1878049075603476 23.539796285331253 15.972599245607851 9.1597351133823377 19.76674722880125 28.693007230758667 139.62492244690657 25.812862925231457 9.6590037494897825 36.549762547016144 23.843554392457008 12.400538034737108 46.33836205303669 6.1390459835529319 11.69240966439247 11.024810701608656 22.164361454546459 4.4403389766812316 4.5400485694408408 25.193715870380402 120.13280821591616 11.587191380560396 59.727880775928497 15.168191038072111 15.192015156149862 15.161764919757841 41.774198234081268
leaf_count=188 479 22 554 30 89 75 85 221 89 724 158 36 333 154 94 134 35 23 25 100 37 10 65 411 33 145 73 36 49 126
internal_value=0.000183379 0.00194746 -0.00230682 -0.00150491 -0.0005424 0.00362656 0.000412761 -0.00232367 -0.000650872 -0.000888674 -0.00508606 -0.0026121 -0.00545172 -0.00323874 -0.00157525 0.00296 -0.000120909 0.00392909 0.00371966 1.32788e-05 -0.00290084 -0.00122355 0.00423598 0.00272874 0.000807469 0.00537805 0.00470291 0.00177424 -0.0015638 0.00601638
internal_weight=886.669 519.002 367.666 326.67 268.539 372.545 224.802 146.458 91.2189 148.785 55.2386 35.4719 43.7376 62.5259 47.8313 76.0172 29.6788 356.572 344.88 42.1696 31.1447 26.7044 302.71 130.493 35.4307 172.218 147.024 45.522 30.33 101.502
internal_count=4633 2170 2463 1909 1430 1197 1067 973 558 809 415 194 363 469 281 258 124 1122 1099 172 147 110 927 433 187 494 429 158 122 271
is_linear=0
shrinkage=0.00848275


Tree=38
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 1 1 2 2 2 1 0 2 0 2 1 2 0 0 2 1 1 2 2 1 1 2 1 0
split_gain=28.7088 15.8465 25.5447 12.0463 11.186 7.03307 6.69412 9.64091 8.23281 9.94069 7.05649 6.47755 7.31788 12.78 7.08107 8.16679 28.2183 30.4526 9.14153 10.8037 8.86499 6.83973 9.39992 6.54358 11.0061 6.31257 7.41336 10.1501 6.20609 6.12463
threshold=0.50634711535000021 0.39078171310000004 0.47721625100000004 0.53146612375000013 37.232443001650005 0.52324780695000006 0.30560462260000004 0.34482500525000009 31.914316944300001 35.119813570500007 40.408647214050006 0.39019789825000006 0.50913146310000013 36.654713368950006 0.50291907430000016 38.621016321050007 0.35585760905000008 43.321682097200004 0.47938684470000009 0.47787491390000009 40.518963363600001 0.34575312120000007 0.34545372890000009 41.489621506400006 42.844429421150004 0.36265381275000008 0.37820723930000005 39.746231405950006 0.34515433670000012 0.54504356155000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 11 -1 8 -8 -10 -9 12 14 -14 15 -4 18 -18 19 -17 -21 22 23 -20 -25 -15 -27 -28 -22 -6
right_child=-2 3 5 4 29 -7 7 10 9 -11 -12 -13 13 25 -16 16 17 -19 21 20 28 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.017589795764311789 -0.014643377554289766 -0.0090216914419309138 0.012076663587660082 -0.010374204116788742 0.0045738584823202932 -0.0054917649853741795 -0.0211122703279818 -0.022250223464471496 0.01797537575805376 4.2625088432746056e-05 -0.005443332946502023 0.017217405043833112 0.013658224431780882 0.012302987416742753 0.012985540919030546 0.0076022519995466416 -0.041283490411270801 0.0072233177017269707 0.011813705132439253 0.0040393033407179592 -0.030888175498831594 0.010380999341893704 -0.0058833737797004378 -0.010387852619205839 0.010457415481804044 -0.021010817080861513 -0.016295876631396845 0.0080937850211707484 -0.0088794659050286801 -0.0011538156796531236
leaf_weight=7.6568533442914477 31.191743697971106 51.111430052667856 34.071807138621807 26.233618568629026 64.706961207091808 15.646597951650618 3.9757911935448638 7.3236678428947917 8.6660711616277677 65.707878533750772 39.881294660270214 10.935364589095114 10.367992669343947 3.80187460780144 30.315771147608757 20.75283820182085 6.9131215736269933 5.9773909151554108 30.841982737183571 9.933067739009859 4.3666545972228041 77.475614257156849 18.905944921076298 11.466222807765009 13.853165753185747 8.9412427470088023 7.9342869818210628 9.0431596636772138 11.612933501601217 162.02372730895877
leaf_count=137 554 479 90 277 227 75 64 80 23 351 318 23 25 10 80 68 49 20 86 32 30 241 80 53 38 68 39 30 60 926
internal_value=0.000162213 0.000753943 0.00254563 -0.00205294 -0.000644905 0.00481629 -0.00330365 -0.00243242 0.000952635 0.00213215 -0.00805086 0.00530875 0.0048974 -0.0013865 0.00580852 0.00492467 0.00377576 -0.0187907 0.00523601 -0.000859386 -0.00763611 0.00710069 0.00371515 0.00694636 0.00101736 -0.00663484 -0.00941273 -0.00330455 -0.0148937 0.000480813
internal_weight=811.636 780.444 476.369 304.076 252.964 343.157 133.212 125.555 78.3497 74.3739 47.205 327.51 316.575 40.0886 276.487 246.171 212.099 12.8905 199.208 46.6655 25.9127 152.543 75.0673 56.1614 25.3194 29.7206 25.9187 16.9774 15.9796 226.731
internal_count=4633 4079 2170 1909 1430 1197 973 836 438 374 398 1122 1099 172 927 847 757 69 688 190 122 498 257 177 91 147 137 69 90 1153
is_linear=0
shrinkage=0.0157379


Tree=39
num_leaves=31
num_cat=0
split_feature=1 2 0 0 2 2 2 0 1 0 1 2 0 2 2 0 0 1 1 1 2 1 2 0 0 1 1 0 0 2
split_gain=25.1717 13.4963 16.8196 17.0917 10.4506 9.11065 8.53422 12.6275 8.74696 14.5369 10.9718 9.49994 7.55719 6.55164 11.7684 6.48546 10.5685 9.94275 9.40794 9.26066 9.75212 10.0528 6.4292 6.2331 6.44294 9.44909 6.84284 5.94086 8.83662 9.86419
threshold=0.50634711535000021 42.783136484500005 0.57670429030000014 0.41973294215000007 40.722669576350008 42.684965421050009 42.154118731400011 0.48271009850000007 0.3584174126500001 0.49194634890000005 0.3621298763500001 41.976795488650005 0.47757552170000012 41.600558339100012 41.835830569250014 0.60710757165000018 0.63013083440000017 0.48616807880000007 0.48522499325000007 0.45932756505000005 50.427417695700008 0.44922307715000004 42.686561923500008 0.55788748840000013 0.54191491270000014 0.42111014640000005 0.41347564445000012 0.51657136015000005 0.47774018740000007 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 2 3 -1 -4 6 8 12 9 -5 -10 13 -8 -12 -15 17 -17 18 19 20 21 23 -7 24 25 26 27 28 29 -3
right_child=-2 15 4 5 -6 22 7 -9 10 -11 11 -13 -14 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.013063884140269211 -0.013054923890051945 -0.016506619722923555 -0.014791379707035434 0.003949504690604665 0.0024843731165958062 0.016357657133455532 -0.0051785097529452812 0.001734901960843708 -0.018678743752560921 0.016434812586942554 0.0016197970729418185 0.013760668873620438 -0.025566201151465538 -0.02425949941569501 0.0043761239991947599 0.013050876616969274 -0.010232865594538903 -0.019794607688676542 0.018660804285147339 -0.019124324739662406 -0.017929848525263869 0.015384424631240727 0.0019246265931531308 -0.013304054843904067 0.0096345413849071426 -0.021176442652611729 0.012782867748582281 -0.00881856748235566 0.0030789215710081814 -0.0017467439715182357
leaf_weight=14.341853097081183 28.962403781712055 12.253040164709089 19.763399321585897 167.25556199997663 11.522618092596529 17.208034038543705 8.6206994876265508 32.699922971427441 5.6079268008470526 21.926404729485512 209.5900230333209 12.888846375048159 6.7297062203288069 5.7315131500363332 6.221843883395195 12.8256166651845 5.9240203052759162 7.212457798421382 4.2502331137657157 7.1493227034807196 8.0205366723239404 6.9002389460802069 10.229339033365248 10.183793127536772 9.8329918310046178 5.3792155943810931 6.4647686928510657 24.496306650340557 55.214742295444012 40.596345942467451
leaf_count=268 554 136 275 604 83 56 52 137 36 53 924 34 50 40 28 43 36 68 8 79 109 17 45 85 39 55 24 205 209 281
internal_value=0.000139428 0.000637628 0.00183772 0.00245653 -0.00842873 0.00289756 0.00243311 -0.0033291 0.00307817 0.00539657 0.00125099 0.00172773 -0.0141166 0.00102769 -0.00935437 -0.0024101 0.00569429 -0.00317773 -0.0025494 -0.00303279 -0.00239131 -0.00166386 0.0109767 -0.00237933 -0.001658 -0.00242695 -0.00170149 -0.00240787 -0.000954672 -0.0051688
internal_weight=796.004 767.041 550.338 519.052 31.286 504.71 477.272 48.0503 429.222 189.182 240.04 234.432 15.3504 221.543 11.9534 216.704 18.7496 197.954 190.742 186.491 179.342 171.321 27.4374 164.421 154.237 144.404 139.025 132.56 108.064 52.8494
internal_count=4633 4079 2685 2327 358 2059 1958 239 1719 657 1062 1026 102 992 68 1394 79 1315 1247 1239 1160 1051 101 1034 949 910 855 831 626 417
is_linear=0
shrinkage=0.0144177


Tree=40
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 2 1 0 0 1 0 1 1 0 0 1 1 0 0 2 1 2 2 2 2 1 1 2 2 2
split_gain=40.6726 26.8302 33.887 15.9917 15.3182 16.3492 15.0963 13.9029 12.6774 11.9002 9.80327 7.57177 18.5962 7.46616 6.8673 6.81097 8.02772 7.05263 9.47989 6.72241 6.3929 7.1927 7.40999 6.3313 7.46552 6.15864 17.228 6.05928 5.82778 6.39289
threshold=0.4529056016000001 44.202975721700007 0.43572048740000008 44.749265482150008 0.39078171310000004 40.300545846000013 0.39814676205000005 0.47938684470000009 0.52769378160000013 0.39563186730000005 0.5641597557000001 0.39563186730000005 0.39394030120000006 0.47943175355000006 0.68131193680000013 0.44922307715000004 0.37820723930000005 0.53146612375000013 0.53312775065000018 51.757767929250001 0.34458549145000011 42.154118731400011 41.16018805045001 48.109449608500007 45.205561619650005 0.3298553935500001 0.32467590790000006 48.96897326980001 38.238138001450004 40.003678352300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 8 11 20 -6 -10 -2 12 -7 -9 19 16 23 -18 -19 -5 25 22 -22 24 -3 26 -4 -25 -11 -30
right_child=3 15 4 14 5 6 -8 13 9 28 -12 -13 -14 -15 -16 -17 17 18 -20 -21 21 -23 -24 27 -26 -27 -28 -29 29 -31
leaf_value=-0.0077411511893333675 0.002144917880711225 -1.9354933873970411e-05 0.012523999502713287 0.0037729489208304257 -0.013639420587246764 -0.0098833847239207639 0.0040875596157868253 0.012523173037101563 0.011473215499619178 -0.0065454983226362444 -0.0086008055124638227 -0.012850976920857337 0.014777688275504242 0.0042143633728608052 -0.011111060494413001 0.0096828833590362467 -0.012191242873433589 0.010046484566771506 -0.0066999553466569424 -0.0065880944258250931 -0.0021512804188376106 -0.0047439655671263105 0.0050593490716239328 0.0063707669322179876 -0.010577623295898383 0.0059863739725874963 -0.014182072272123951 -0.00359388801529773 0.001259974195154067 -0.0085681651181008598
leaf_weight=33.349801272153854 8.94521766155958 13.309619441628458 3.8937226980924589 27.325649380683899 9.7282352074980718 7.5568677783012408 92.450474239885807 10.540922641754149 5.78538754582405 26.399335481226444 73.207690663635731 7.5744750574231139 4.6299253106117249 276.75706730782986 4.5528320595622054 3.3870990574359885 17.225140459835529 3.7688588947057751 20.102629937231541 7.4914393797516814 28.702203005552292 29.497205689549446 25.068326354026794 13.063934981822969 11.918370410799978 29.933524452149868 5.4319435581564903 10.205475129187105 31.741413593292236 7.7268270999193183
leaf_count=412 40 72 7 124 83 62 329 22 19 198 873 72 14 882 69 9 209 10 151 65 130 185 81 37 121 88 45 51 123 50
internal_value=0.000192815 0.00105713 0.00176711 -0.00499742 0.00229261 4.63391e-05 0.00244439 0.00335371 -0.0032602 -0.00185102 -0.00743076 -0.00524295 -0.000514314 0.00451921 8.01926e-05 -0.00380505 -0.00431496 -0.00746579 -0.00405601 0.00154361 0.000620853 -0.000898917 0.00121038 -0.00164495 -0.00500736 0.00384425 -0.00303155 0.00200048 -0.00302134 -0.000664113
internal_weight=851.272 729.749 636.768 121.523 603.418 193.593 112.212 409.825 81.3812 71.653 82.1529 19.7613 12.1868 287.298 39.3699 92.9811 89.594 41.0966 23.8715 34.8171 122.527 83.2677 53.7705 48.4974 25.228 39.2592 9.32567 23.2694 65.8676 39.4682
internal_count=4633 3462 2802 1171 2390 950 477 1440 473 390 913 148 76 904 258 660 651 370 161 189 536 396 211 281 193 140 52 88 371 173
is_linear=0
shrinkage=0.00968975


Tree=41
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 1 2 2 1 2 0 1 1 0 1 1 0 1 0 2 1 2 0 0 2 1 2 0 0
split_gain=39.2096 35.8173 20.7412 15.0769 15.2379 8.12209 12.1726 9.36461 9.17801 8.47243 7.45117 7.34959 9.50011 8.49908 7.88765 7.54309 8.15708 7.29169 17.7986 9.00973 8.27788 22.7788 19.1581 9.45897 11.4162 9.36924 7.11439 7.06789 14.2789 9.22709
threshold=0.39170982905000007 0.47721625100000004 0.50634711535000021 0.53017873715000008 37.232443001650005 0.41973294215000007 0.3447651268000001 44.952171034750002 37.995872310650007 0.34377713240000007 40.408647214050006 0.54504356155000011 0.43584024430000007 0.4529056016000001 0.55980359870000018 0.4172030777500001 0.40437412050000004 0.50730517050000012 0.37644082515000005 0.50291907430000016 38.621016321050007 0.35585760905000008 43.321682097200004 0.47938684470000009 0.47787491390000009 40.518963363600001 0.32467590790000006 41.257948413050009 0.48368312325000012 0.48654231910000006
decision_type=2 2 2 2 2 2 2 2 2 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 8 -1 -7 26 -8 15 -13 14 -14 16 -6 19 -19 20 -3 23 -23 24 -22 -26 -10 -25 -29 -30
right_child=2 17 -4 4 11 6 10 -9 9 -11 -12 12 13 -15 -16 -17 -18 18 -20 -21 21 22 -24 27 25 -27 -28 28 29 -31
leaf_value=-0.010938504311947241 -0.0072832841118202433 0.0088183748081409 -0.010402169002711854 -0.008020795610821637 0.0016856127973388102 0.0090334166328716776 -0.016164390742220616 -0.00044164645253261811 0.0016374213981153272 0.0078686530458820184 -0.0032474224337566164 -0.0057993462630876033 0.010586295076755549 -0.0021045274370747832 0.001226393595865831 0.0063765581535724239 -0.013317174254380351 -0.0085349666781039564 0.0037276923736392826 0.010433779136245351 0.0058428532470993439 -0.02046672284681202 0.0041450971986753318 0.0085329441591288375 0.0033580465817113644 -0.0097531569571014925 -0.0096932508775391737 0.0065992688319197095 -0.0096789909962467554 0.0020370420676474651
leaf_weight=23.525826249271631 47.235544856637716 35.704651117324829 35.13189423084259 29.046370401978493 24.608888767659668 17.32234163582325 5.869158223271369 16.669360399246216 13.357504099607469 10.020726099610327 40.514923214912415 36.86810489743948 13.563819929957388 70.805090762674809 43.421351067721844 37.65768463909626 5.0065117478370658 17.561098039150238 60.046646870672703 27.953231133520603 21.188769824802876 8.2342232838273031 6.493954896926879 55.020188301801682 10.164156049489977 16.274338476359844 12.145267195999621 69.680813863873482 11.441174328327177 23.703294351696968
leaf_count=358 430 90 554 281 102 48 49 80 57 27 274 229 32 466 199 109 28 102 209 66 68 52 23 146 32 90 80 214 56 82
internal_value=0.000188806 0.00209443 -0.00260233 -0.00171326 -0.000705117 -0.00252225 -0.000876411 -0.00658535 0.00263927 -0.000478715 -0.00488186 0.000211075 -0.00100803 0.000374293 0.00345427 0.00319496 -0.000850623 0.00386538 0.000952895 0.0046561 0.00402988 0.00326043 -0.00961487 0.00417443 -1.66206e-05 -0.00471262 -0.00375862 0.00542319 0.00379096 -0.00177708
internal_weight=846.237 502.892 343.345 308.213 260.978 139.425 99.2299 40.1952 52.8458 35.5235 46.3841 231.931 164.658 127.79 56.9852 67.2731 29.6154 363.467 77.6077 285.859 257.906 222.201 14.7282 207.473 47.6273 26.4385 25.5028 159.845 104.825 35.1445
internal_count=4633 2203 2430 1876 1446 973 535 438 212 164 323 1165 926 697 231 239 130 1230 311 919 853 763 75 688 190 122 137 498 352 138
is_linear=0
shrinkage=0.0107142


Tree=42
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 1 1 0 0 2 1 0 1 2 1 0 1 2 2 0 2 0 2 0 1 0 1 0 2 2
split_gain=25.1007 14.1334 22.6271 12.1789 8.6744 9.31441 17.461 7.28956 13.8879 6.51085 7.39597 6.60583 5.53185 5.23266 5.01181 8.91296 6.00679 4.94179 13.0337 7.1833 9.42361 7.18741 7.94787 6.52031 5.86158 11.7626 8.11121 7.45727 6.68981 5.162
threshold=0.50634711535000021 0.39170982905000007 0.47396784530000008 0.39394030120000006 37.232443001650005 0.39563186730000005 0.39814676205000005 0.47500074850000013 0.47673722340000008 51.757767929250001 0.4995808509000001 0.5116313883000001 0.3975479776000001 48.823707093150006 0.34422622080000004 0.45995628875000011 0.30560462260000004 40.722669576350008 40.890797847750008 0.55688452445000014 45.921757303800007 0.57927906350000014 42.620627117000005 0.57559653900000007 0.4172030777500001 0.53938504835000012 0.42111014640000005 0.55234873210000013 42.154118731400011 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 13 -3 12 -6 -7 -4 -9 11 -11 -8 -5 14 16 -16 -1 23 -19 20 24 22 -21 -13 25 -20 -26 28 -28 -23
right_child=-2 3 7 4 5 6 9 8 -10 10 -12 17 -14 -15 15 -17 -18 18 19 21 -22 29 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.017119756457837705 -0.013981667505387655 -0.019937267065063536 0.015978599745552029 0.005483952642810438 0.015227586086545293 -0.016641576426907941 -0.019203007206751374 -0.010415113400174878 0.0042513705361966816 -0.018792710625479939 0.014017329313136484 -0.00050233535150895174 -0.012474818707008093 0.0040950907285263278 -0.018601550604813465 0.0047917144856404366 -0.0018267785607030034 0.018126068886464338 0.006729719682160672 -0.0010851858885734637 -0.014656961678606396 -0.011787217660156495 -0.017615426096452971 -0.014040387795360423 0.019087070478873539 -0.022115092065260619 0.0069129569797653162 0.015639084113984389 -0.017160820799754305 0.0039647904727336519
leaf_weight=7.0535662546753874 28.851828649640083 8.7358138971030694 11.770471036434172 4.946147687733176 8.7108971402049047 16.057943925261497 3.9619504585862151 16.14363282173872 356.69321196526289 8.0538605563342553 2.0648819655179969 64.54094410687685 24.071497220546007 13.83340100944042 15.52313366904855 5.2016678303480139 47.644837010651827 11.900780834257601 15.250299751758577 16.384440131485466 5.219538088887929 5.7317879423499098 12.093913793563841 9.8029642291367036 15.822044745087622 4.3455312699079505 6.0654779598116892 7.8477480113506308 5.0689767673611641 37.775053083896637
leaf_count=137 554 91 33 24 39 186 46 117 1290 108 7 287 282 53 230 22 321 32 58 69 47 54 123 112 32 28 19 19 34 179
internal_value=0.000181064 0.000712904 0.0023665 -0.00194824 -0.00139823 -0.000492147 -0.00104432 0.00399465 0.00361632 3.55706e-05 -0.0120973 0.000589057 -0.00941369 -0.00464921 -0.006253 -0.0127301 -0.00379887 0.000949008 0.00262568 0.00122401 0.00519454 -0.00206447 -0.00810509 -0.00228746 0.00709924 0.000333153 0.0109087 0.00409195 -0.00404667 0.00188955
internal_weight=797.168 768.316 473.864 294.452 285.717 256.699 247.988 384.607 372.837 231.93 10.1187 221.811 29.0176 89.2566 75.4232 20.7248 54.6984 217.85 143.506 131.605 59.6196 71.9852 28.4784 74.3439 54.4001 19.5958 34.8042 18.9822 11.1345 43.5068
internal_count=4633 4079 2203 1876 1785 1479 1440 1440 1407 1254 115 1139 306 763 710 252 458 1093 694 662 237 425 192 399 190 86 104 72 53 233
is_linear=0
shrinkage=0.0154666


Tree=43
num_leaves=31
num_cat=0
split_feature=1 2 2 0 0 2 2 0 1 0 2 0 2 0 2 2 2 2 2 0 0 0 1 0 0 2 2 0 1 2
split_gain=21.9602 12.3531 14.0231 10.7594 11.2289 8.38993 8.50631 10.8588 8.70331 13.7351 8.44923 10.313 8.09925 7.55385 6.73623 6.34994 6.06979 6.01635 5.96796 5.87044 8.14618 5.78284 9.14861 6.85709 15.1651 6.17304 6.81886 5.74415 6.27422 5.98558
threshold=0.50634711535000021 31.914316944300001 42.783136484500005 0.57670429030000014 0.41973294215000007 42.684965421050009 42.154118731400011 0.49588335680000006 0.3584174126500001 0.48588365620000007 41.976795488650005 0.49688632075000011 42.388109226950007 0.48368312325000012 42.982930821650008 42.686561923500008 41.444941515100005 35.476804824450006 38.396531328800009 0.52507409960000018 0.56579144335000009 0.47697673720000006 0.32467590790000006 0.47396784530000008 0.47500074850000013 40.165165956550005 39.571921479100006 0.56685428580000019 0.43967246490000006 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 -1 3 4 -3 6 8 -8 9 13 11 -10 -5 18 -4 -7 -11 -13 -6 -9 -21 22 -20 -24 -25 26 -23 -19 -29 -30
right_child=-2 2 14 12 5 15 7 19 10 16 -12 17 -14 -15 -16 -17 -18 27 21 20 -22 25 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.014285865403372363 -0.013139944307078977 -0.012453097774544885 -0.013029853806118014 -0.010509818235025016 0.010846336363358135 0.016852374686391627 -0.011010632032778522 0.013470550429983436 -0.016053303434579783 0.015836107824782033 0.013176421384647802 0.0084809152208068471 0.01307069650041846 -0.012887345111222852 -0.0017160149848043434 0.0018966454019535334 0.0012455659819601802 -0.00053332905266132141 0.01035447226081742 -0.0092852561735136223 0.01272715500768162 0.0053122285742433547 -0.020268493618039625 0.019736582020982354 -0.017349751990484556 0.0063955418007049488 -0.013864239653810522 0.016905242533926217 0.0082719347710592753 -0.014951684640576276
leaf_weight=12.208874449133871 26.805121757090092 10.757811374962328 12.492652859538792 22.660907190293077 24.332043781876564 16.520348072052006 22.50491439551115 8.4051833301782626 8.0036230310797674 34.243069224059582 12.616885848343371 22.810695327818394 3.7989658117294303 6.0828210711479178 199.00681916996837 10.291504666209219 7.8237300291657439 170.6335359737277 7.3375082612037685 11.092151194810869 5.6772365197539321 8.7970814928412455 7.5540277734398869 4.3164969533681852 5.7349601909518242 71.415543779730797 7.8268127664923659 9.3082244694232958 7.1424304991960508 3.7966148406267166
leaf_count=167 554 209 87 279 78 56 133 23 54 88 35 88 18 30 1307 45 30 777 20 68 15 29 58 8 39 225 38 23 28 24
internal_value=0.000153689 0.000625538 0.000870566 0.0021658 0.00265254 0.00298132 0.00251498 -0.00346709 0.00319444 0.00561329 0.00127986 0.000602814 -0.00712426 0.0034104 -0.00238429 0.0111117 0.0131225 0.00122665 0.00413237 0.00327648 -0.00183301 0.00268644 -0.00366596 -0.00950931 -0.0014234 0.00448618 -0.00371638 0.000359753 0.00788619 0.000211712
internal_weight=781.999 755.193 742.985 531.485 505.025 494.267 467.456 47.6795 419.776 185.464 234.312 221.695 26.4599 143.397 211.499 26.8119 42.0668 213.692 137.314 25.1746 16.7694 112.982 24.943 17.6055 10.0515 88.0394 16.6239 190.881 20.2473 10.939
internal_count=4633 4079 3912 2518 2221 2012 1911 239 1672 643 1029 994 297 525 1394 101 118 940 495 106 83 417 125 105 47 292 67 852 75 52
is_linear=0
shrinkage=0.0149454


Tree=44
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 0 1 2 1 2 2 2 2 0 0 1 0 2 2 1 2 2 2 0 1 1 0 1 1
split_gain=19.2257 10.6968 16.9787 9.57629 8.23759 7.37014 6.06974 5.92043 11.0537 9.00819 5.53586 17.4036 5.47042 8.87315 5.11663 5.25593 8.52465 7.19646 7.48176 11.894 11.9684 8.07499 5.8453 5.40573 4.83245 6.6392 5.32449 7.15699 10.4585 9.64693
threshold=0.50634711535000021 0.39078171310000004 0.47396784530000008 0.53146612375000013 37.232443001650005 44.131787411600008 0.51017933595000009 0.34584293880000011 39.476991512000005 0.34587287805000005 48.109449608500007 48.914776625700007 44.202975721700007 43.968221017800005 0.48654231910000006 0.48368312325000012 0.34536391125000004 0.48077901860000011 41.873095646600007 43.895345911700005 0.3447651268000001 41.16018805045001 40.621691032550004 40.165165956550005 0.54504356155000011 0.43584024430000007 0.4529056016000001 0.61400856260000014 0.48616807880000007 0.46280051495000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 12 -5 7 -7 8 -4 -9 -2 -12 13 -3 15 17 -17 18 21 20 -20 22 23 -10 -6 -26 -27 28 29 -28
right_child=10 3 5 4 24 6 -8 9 14 -11 11 -13 -14 -15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.0031393154502420387 -0.012763073060298249 -0.0059793038630195855 0.010808196202972489 -0.0068902083673497289 0.003101619989131249 0.00031288259130434799 -0.01272066648259001 0.012214264749546644 -0.0074007909828486072 0.0036309557819536628 0.036376742745885246 -0.012926935651859402 -0.013360606565287345 0.012296605747699049 0.0084527364374790883 -0.00032632749225932343 -0.020991353972966139 0.0051394170721994646 0.0067515426059202143 0.015081306343872473 -0.012184704144469469 0.0068203371310950108 -0.012309652216112597 0.0053965824305630813 -0.0052912578749161089 0.0032833128382704136 -0.0075669653413242858 0.0046184531347082305 -0.015437582553114948 0.0039421448687802611
leaf_weight=85.398161791265011 20.092199198901657 32.788994237780571 15.254959642887114 24.059917889535427 63.178467966616154 15.773676201701166 7.1921181976795188 18.674494609236717 7.5025920644402566 178.30540761351585 1.3895054310560215 3.4407796189188957 11.054699614644049 4.135951653122901 9.7147009670734388 7.6058232411742193 4.3313532620668411 31.517459467053413 5.7846079468727174 3.3441941738128653 22.809188045561314 21.356524251401424 6.7963829189538947 11.647733315825461 34.666964147239923 54.287456043064594 18.887175008654594 18.326071932911873 9.0128271207213384 21.564449965953827
leaf_count=763 468 283 40 277 227 65 60 67 34 616 15 71 185 11 30 29 28 98 18 10 175 62 38 37 229 231 161 99 96 110
internal_value=0.000112555 0.000452401 0.0015835 -0.00130261 -0.000358295 0.00268063 -0.00376879 0.0031104 0.00133051 0.00444469 -0.010046 0.00125602 -0.00610456 -0.00393222 0.000238586 -0.000411787 -0.00782454 0.000387134 -0.00150304 -0.00589998 -0.00835385 0.00146566 -0.00294173 0.000382909 0.000356305 -0.000750236 0.000539296 -0.00165815 -0.00398356 -0.00143155
internal_weight=769.895 744.972 453.009 291.963 243.983 367.611 22.9658 344.645 147.666 196.98 24.9225 4.83029 47.9796 36.9249 132.411 122.696 11.9372 110.759 79.2412 31.938 28.5938 47.3032 25.9467 19.1503 219.923 156.745 122.078 67.7905 49.4645 40.4516
internal_count=4633 4079 2170 1909 1430 1407 125 1282 599 683 554 86 479 294 559 529 57 472 374 203 193 171 109 71 1153 926 697 466 367 271
is_linear=0
shrinkage=0.011758


Tree=45
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 1 1 1 2 0 1 0 2 1 0 0 0 2 1 2 0 0 0 1 1 1 1 2 1
split_gain=30.4715 28.1583 17.6743 12.3249 12.2396 7.02662 9.73762 7.46025 7.14356 6.82799 6.58389 16.1676 8.69919 7.66562 22.5242 22.8347 9.84049 10.9037 9.24761 6.90769 9.78262 8.08148 7.99094 6.51653 11.1543 8.64028 10.6398 6.31245 6.22248 6.19569
threshold=0.39170982905000007 0.47721625100000004 0.50634711535000021 0.53017873715000008 37.232443001650005 0.39587138110000003 0.3447651268000001 0.33894194785000004 0.32467590790000006 40.408647214050006 0.50730517050000012 0.37644082515000005 0.50291907430000016 38.621016321050007 0.35585760905000008 0.48032993025000009 0.47938684470000009 0.47787491390000009 40.518963363600001 0.34575312120000007 41.257948413050009 0.48368312325000012 0.48654231910000006 0.5485614203000001 0.43584024430000007 0.4172030777500001 0.40437412050000004 0.36510882910000009 42.844429421150004 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 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 -1 7 8 -7 -8 12 27 13 -3 16 -16 17 -15 -19 20 -18 28 -23 25 -25 26 -6 -12 -22 -20
right_child=2 10 -4 4 23 6 9 -9 -10 -11 11 -13 -14 14 15 -17 19 18 29 -21 21 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.007387796165196055 -0.0049092818573032064 0.0060642377097168418 -0.0072900056013716491 -0.0053793171231892225 0.0011829405025554432 0.00055942160487772001 -0.010812377436158706 0.0040046620295473541 -0.0065862248046541522 -0.0025961962583017362 0.0013588179128235325 0.0024376271124255727 0.0073001009091738624 0.003852357609526999 0.0085498875961159682 -0.013334695019959354 0.005246451655210347 0.0021865925124995595 -0.015294664715054295 0.0053253268978929518 -0.0015154933944836241 -0.010327974288268264 0.0020327671434014183 -0.0054027877580156052 0.00017234585560299881 0.0041140958791001494 -0.0099569065779488621 -0.0090606690510502495 0.0056429910428632104 -0.0044241251336346677
leaf_weight=12.039844445884226 44.718843381851912 34.254935570061207 31.366597756743431 27.599520068615675 24.358007706701759 34.703714773058891 7.2475822418928137 26.517307385802269 11.360139213502405 42.306426927447319 4.9626473560929325 59.598207533359528 26.96768132597208 20.879238165915012 4.0275149792432776 10.574675180017946 32.798744402825832 10.039037108421327 4.3934230506420162 79.280749350786209 15.804852850735189 8.1283776536583883 5.2762877941131583 26.653305787593126 124.49129152297974 46.444271579384804 6.684302642941474 12.556924201548098 14.015681870281695 11.881467573344706
leaf_count=188 430 90 554 281 103 187 83 89 94 332 17 209 66 68 10 65 93 32 30 241 63 45 19 190 692 140 40 85 37 60
internal_value=0.000125122 0.00136581 -0.00170283 -0.0011205 -0.000459265 -0.00168706 -0.00112509 0.000699719 -0.00120282 -0.00379786 0.00251823 0.000495961 0.00307856 0.00262563 0.00208308 -0.00729858 0.00275959 -0.000368177 -0.00371703 0.00371004 0.00202556 -0.000418413 -0.00546259 0.000134665 -0.00081079 0.00197886 -0.00121579 -0.00610921 0.001849 -0.00735864
internal_weight=821.932 489.615 332.316 300.95 256.231 134.175 122.135 72.5812 46.0639 49.554 355.44 77.1178 278.323 251.355 217.1 14.6022 202.498 47.1932 26.3139 155.305 76.0239 43.2252 13.4047 228.631 151.145 77.4866 31.0423 17.5196 29.8205 16.2749
internal_count=4633 2203 2430 1876 1446 973 785 370 281 415 1230 311 919 853 763 75 688 190 122 498 257 164 64 1165 882 283 143 102 100 90
is_linear=0
shrinkage=0.00782139


Tree=46
num_leaves=31
num_cat=0
split_feature=1 2 0 0 2 2 1 2 2 1 2 1 0 2 2 2 1 1 1 0 0 0 1 2 0 2 2 1 1 2
split_gain=18.2583 9.92258 12.4306 10.8276 9.60485 7.22388 9.1677 7.87854 6.54735 5.74662 8.56549 5.41298 5.11694 5.3313 4.96128 8.37301 4.90655 4.7933 7.97613 5.93462 14.0481 6.86804 6.64474 4.99789 9.86504 6.38094 5.11395 7.58251 7.23943 7.03188
threshold=0.50056884525000012 42.783136484500005 0.41973294215000007 0.57212358910000016 40.00488309970001 42.684965421050009 0.34587287805000005 42.620627117000005 45.044778924400006 0.49585341755000006 51.757767929250001 0.49146732130000009 0.62376874945000005 42.982930821650008 33.036871954450007 33.361153777850006 0.38045268105000002 0.48616807880000007 0.48522499325000007 0.58887458460000019 0.55788748840000013 0.55348642255000013 0.42663393310000008 44.202975721700007 0.47880302985000006 43.968221017800005 47.927946529500012 0.4172030777500001 0.3584174126500001 49.247968080500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 11 7 -7 14 -2 10 12 -5 13 -3 16 -16 -4 18 19 20 21 22 23 24 25 -15 27 28 -25 -28
right_child=8 9 3 4 -6 6 -8 -9 -10 -11 -12 -13 -14 17 15 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 -27 29 -29 -30 -31
leaf_value=-0.010671602842533889 -0.013395163008911543 -0.0093908815165586051 -0.017416148752394695 -0.014297505867591471 0.0013601486939426694 0.012083440227252275 -0.0078649029386434789 -0.012882696243523915 -0.001038173698079663 0.0088432174476900244 -0.014539593315203686 0.010399666995454609 -0.01623121200289027 -0.0089101167817112279 0.020117027245218862 0.0020170763578002304 0.00079209422641370096 -0.015880104358154283 0.015300233485951012 0.0073943392290537263 -0.013733200817082541 0.013645256711032703 -0.016187277704910713 -0.00113195602420265 0.0048291550179541702 0.009745430036695632 0.0047200096867143528 0.014090607579995184 -0.012727906858603555 -0.0085730032519228533
leaf_weight=12.679652497172354 20.017038054764274 11.847081184387205 3.9295410364866239 14.528704315423967 16.7845359146595 20.470973506569866 4.2349734753370276 5.4900305420160285 9.6938748992979509 7.458038017153739 8.2032892964780313 1.4903668127953995 3.6011837795376769 15.882003352046015 3.9276257827877989 439.7082287967205 5.2869347929954529 3.1674470081925383 4.6983430683612815 11.901056192815302 13.388201363384722 5.0369991883635512 4.2672720886766902 14.524451825767754 47.828132309019566 3.3884089812636367 20.826545052230362 2.6290762200951567 18.833607792854309 8.5495212748646718
leaf_count=268 480 82 29 228 111 76 25 37 132 24 126 22 23 164 9 1813 30 32 9 44 147 17 53 97 177 17 73 7 232 49
internal_value=0.000121479 0.000505115 0.00140068 0.00169742 -0.00516393 0.00216337 0.00866399 0.00181297 -0.00936341 -0.00179229 -0.00219174 -0.0119998 -0.00165966 -0.00137869 0.00199113 0.00217732 -0.00697118 -0.000836044 -0.000558604 -0.00100463 -0.00164887 -0.000507637 -0.00102902 -0.000540694 0.00182538 -0.00562982 -0.00296959 -0.00608851 -0.00767891 0.000851252
internal_weight=764.273 734.562 528.532 515.852 32.8036 483.048 24.7059 458.342 29.7109 206.031 198.573 16.0191 190.369 186.768 452.852 443.636 9.21648 174.921 171.754 167.055 155.154 141.766 136.729 132.462 67.0985 19.2704 65.3632 35.9871 33.3581 29.3761
internal_count=4633 4021 2648 2380 361 2019 101 1918 612 1373 1349 250 1223 1200 1881 1822 59 1118 1086 1077 1033 886 869 816 358 181 458 336 329 122
is_linear=0
shrinkage=0.0123416


Tree=47
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 1 2 1 0 0 0 1 2 0 0 1 0 0 0 2 2 2 0 0 2 2 2 1 2
split_gain=38.0752 36.3287 17.8407 13.6448 13.6205 9.15941 8.73088 8.6622 8.44937 8.39845 7.57528 7.37087 10.387 10.1758 7.78523 7.09523 9.67921 8.40022 6.59312 7.93997 6.19813 8.25382 8.33767 10.4118 6.09239 5.79144 5.76951 14.0572 5.74668 5.3414
threshold=0.39078171310000004 0.47721625100000004 0.50634711535000021 0.53146612375000013 37.232443001650005 0.54504356155000011 0.43584024430000007 44.578137159850009 0.4529056016000001 0.51017933595000009 0.57212358910000016 0.61400856260000014 0.48616807880000007 44.749265482150008 0.63013083440000017 0.39587138110000003 0.3447651268000001 0.47396784530000008 0.45995628875000011 0.46735127690000006 42.670715716450012 41.559097512700014 39.476991512000005 0.57161462230000015 0.54284302865000023 41.808689985400001 44.202975721700007 43.968221017800005 0.39670967935000007 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 15 3 26 28 24 29 -3 10 -9 -8 12 13 20 -13 -1 17 -17 -18 -20 21 22 23 -10 -6 -21 27 -2 -5 -7
right_child=2 7 -4 4 5 6 8 9 11 -11 -12 14 -14 -15 -16 16 18 -19 19 25 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0067970252164785729 -0.0044427488787611366 0.0029221202166903608 -0.0067046893953864786 0.0045881627487795295 0.0008002855086517754 -0.0020443381329856977 0.0039396851489081775 0.0020588450403276272 0.0070091247858484491 -0.0079186895560177627 -0.0016476928323177896 0.0059212157413953215 -0.0095077578866879266 0.004693056661816076 -0.0033026999747338606 -0.0006384307663659548 -0.0072721156328376998 0.0055654026038379958 0.0079832332262492704 0.00091172783294793825 -0.0090301283130089574 0.005338765149435906 -0.0086681849071415986 -0.0090138616714626786 0.005331652254368404 -0.0054691046650477701 -0.0083790601266586339 0.0092125859882854939 -0.0062303375525662548 -0.0079866983235312699
leaf_weight=12.420020960271357 36.776871889829636 336.98008857667446 31.985115103423595 2.7774990051984814 43.784230269491673 25.283850066363811 38.786201164126396 10.012037843465807 5.4618071317672783 7.5234579890966407 18.130786053836346 11.675924420356752 9.8526594266295415 10.574279375374315 7.7529422193765631 60.900984782725573 16.388140466064215 13.593828216195105 3.7818494737148276 11.876383095979692 7.5518831238150588 6.3922735899686804 9.6063293442130071 3.3202227205038071 23.066941611468792 18.563534162938595 13.60545629635453 4.2858369648456565 25.029728975147009 11.076089177280663
leaf_count=188 283 1103 554 8 166 126 115 35 19 59 116 49 96 32 50 333 221 37 11 50 81 29 74 36 61 133 185 11 269 103
internal_value=0.000183771 0.00146005 -0.00162714 -0.00111123 -0.00043017 0.000134741 -0.000765854 0.00266768 0.000104007 -0.00222193 0.00215984 -0.00151692 -0.00290059 -0.00138339 0.00224048 -0.001653 -0.00114231 0.000493646 -0.00355035 -0.00176807 -0.00337068 -0.00164597 -0.00407404 0.000951313 0.00236383 -0.00297957 -0.00435185 -0.0030175 -0.00514974 -0.00385452
internal_weight=838.817 492.04 346.777 314.792 260.124 232.316 165.465 354.516 129.105 17.5355 56.917 72.1883 52.7595 42.9068 19.4289 137.525 125.105 74.4948 50.6099 34.2218 32.3325 24.7806 18.3884 8.78203 66.8512 30.4399 54.6682 41.0627 27.8072 36.3599
internal_count=4633 2170 2463 1909 1430 1153 926 1197 697 94 231 466 367 271 99 973 785 370 415 194 239 158 129 55 227 183 479 294 277 229
is_linear=0
shrinkage=0.00713567


Tree=48
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 2 1 0 0 2 0 2 0 0 1 1 1 0 1 0 0 1 2 0 1 0 1 2 1 2
split_gain=32.0745 29.077 16.4962 12.8375 9.58451 10.0721 16.8589 20.8879 11.6334 11.2975 8.04358 7.47681 10.2725 6.96461 10.188 7.47864 7.80812 6.94621 7.93714 6.5432 6.38885 6.14942 5.91661 5.55504 11.9601 7.94148 6.64865 6.42921 22.0132 18.4854
threshold=0.39170982905000007 0.47721625100000004 0.50634711535000021 0.39394030120000006 37.232443001650005 42.670715716450012 0.39563186730000005 0.53499895210000015 0.58887458460000019 40.722669576350008 0.57559653900000007 40.890797847750008 0.54504356155000011 0.39587138110000003 0.3447651268000001 0.33894194785000004 0.32467590790000006 0.45995628875000011 0.35696536035000009 0.47673722340000008 0.63013083440000017 0.3975479776000001 41.835830569250014 0.50730517050000012 0.37644082515000005 0.50291907430000016 0.36510882910000009 38.621016321050007 0.35585760905000008 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=1 13 3 -2 21 6 -6 -8 -7 10 -9 -11 -13 -1 15 16 -15 -16 19 -19 -10 -5 -14 25 26 27 -25 -3 -29 -30
right_child=2 23 -4 4 5 8 7 9 20 11 -12 12 22 14 17 -17 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0098928554878868029 -0.013829393662000689 0.0079457485268539102 -0.0097070204795480976 0.0037770763505261713 0.017303336254025577 -0.0054884473442694641 -0.01239398284854693 6.7557426934385906e-05 0.0046890756360351031 0.012182496686399785 -0.0099548310013679864 0.0088055726487439069 -0.0048720998527729004 0.00096945322308423251 -0.010776289984787829 0.0055303450139499027 -0.0091314400480873355 -0.0099959734703320442 0.0082423655432123689 0.00033048395436741096 -0.0074132604544050306 -0.0089009031666599826 0.0035195709220747326 0.0032517566655144866 0.0032843418314974027 0.0097200666219106266 -0.01098645801454733 0.0039040571149912581 -0.019894231917527649 0.0039947390175611459
leaf_weight=11.923745989799498 9.1383571326732618 33.688306272029877 30.128337915986776 5.1049724891781834 6.8338976129889479 70.171236649155617 12.977622821927069 61.771864302456379 24.510330185294155 11.84601231664419 10.376313626766203 21.584695890545845 17.154603347182274 34.677853304892778 16.25526063144207 26.416625708341599 11.243133760988711 13.676976360380651 6.3244595453143111 13.553641088306902 6.0298808813095084 25.184696853160858 20.413373924791813 5.216785445809367 59.463808454573154 26.596689857542515 12.026636496186255 201.49827446043491 8.245923735201357 6.3695768117904654
leaf_count=188 91 90 554 24 17 574 111 261 100 32 112 53 99 187 221 89 94 114 22 58 36 282 84 17 209 66 85 688 52 23
internal_value=0.000244404 0.00196684 -0.0022738 -0.00153493 -0.00115273 -0.000508101 0.00111029 0.000401483 -0.00312677 0.00156151 -0.00137386 0.00454441 0.00301479 -0.00220921 -0.00145915 0.00106508 -0.00150361 -0.00512501 -0.00238733 -0.00485613 0.00229958 -0.00676418 -0.000312304 0.00355245 0.00104466 0.00424843 -0.00667886 0.00366585 0.00299869 -0.00948319
internal_weight=820.404 487.178 333.226 303.098 293.96 263.67 162.958 156.124 100.711 143.147 72.1482 70.9987 59.1527 134.072 122.148 72.3376 45.921 49.8103 33.5551 27.2306 30.5402 30.2897 37.568 353.106 76.7072 276.399 17.2434 249.802 216.114 14.6155
internal_count=4633 2203 2430 1876 1785 1479 769 752 710 641 373 268 236 973 785 370 281 415 194 172 136 306 183 1230 311 919 102 853 763 75
is_linear=0
shrinkage=0.010533


Tree=49
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 0 2 1 1 1 2 1 2 2 1 2 0 2 1 2 2 0 2 0 2 0 1 2 0 1
split_gain=18.6615 11.6777 17.16 10.9235 7.18674 11.5346 10.4813 6.36918 6.26157 7.76241 8.84719 7.49847 24.3563 9.05242 8.04988 5.96798 6.07668 7.13662 5.83466 10.519 13.2363 5.76345 5.54107 7.19042 6.99594 10.0028 7.74043 7.05825 6.8323 5.22659
threshold=0.50634711535000021 0.39170982905000007 0.47880302985000006 0.39394030120000006 0.39563186730000005 0.53203496900000014 38.238138001450004 0.30560462260000004 0.3584174126500001 0.34575312120000007 41.257948413050009 0.36880632320000012 38.621016321050007 43.118479346150004 0.37227927305000003 31.914316944300001 0.47847369840000004 40.518963363600001 0.37977904855000005 37.892416320650007 47.079243513300007 0.48368312325000012 41.873095646600007 0.47787491390000009 41.16018805045001 0.41973294215000007 0.34521421515000011 37.572218886150004 0.47396784530000008 0.36042334060000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -1 9 10 -4 12 -10 -14 -13 -9 22 -18 19 -16 -21 -12 24 29 25 -17 27 -27 -29 -24
right_child=-2 3 8 4 5 6 -8 15 11 -11 21 14 13 -15 18 16 17 -19 -20 20 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=-0.017051719647643567 -0.013225203347656964 -0.019642975359705168 0.0086574243069415281 0.010726333333258471 -0.010602579074625945 -0.0086751344215016575 0.00072136247398260904 -0.019556057437631752 0.0050859124182059713 0.0094949782758782277 0.0019254363579591868 0.013051042111743906 -0.040457674531804128 -0.009269676043319821 0.012775845986043711 -0.017209359761516482 0.001751463048529937 -0.027692508673939489 0.0041059957721255487 -0.022324817493205532 0.012670727429972556 -0.010270613397609249 -0.0033099946499028257 -0.024873899991547956 0.010536436188679298 0.015905213284738758 -0.0083888206041262438 -0.0076081437448521135 0.0091454461917822825 0.010653119259787847
leaf_weight=6.3505288474261752 24.288156826049089 8.1114711016416532 35.325064323842525 11.532653503119944 31.981115069240332 33.627461243420839 200.07411390915513 4.1662227250635615 17.848198644816879 91.189012512564659 30.871507041156292 18.461615398526192 4.9450789839029294 4.1520454660058022 5.2557244002819088 7.0983485355973235 3.7583157420158368 4.2583639919757843 55.368879482150078 10.022805601358412 3.5492738187313071 13.508884713053702 64.825297404080629 3.4657283872365943 21.413210026919842 12.062503002583979 11.690857797861097 11.137540429830553 12.561061166226862 7.2259053103625766
leaf_count=137 554 91 109 51 364 351 1019 75 58 302 112 50 35 28 14 142 13 31 197 73 12 65 420 27 69 31 72 57 36 38
internal_value=0.000208256 0.000645715 0.00217955 -0.00182986 -0.00130864 -0.00183105 -0.000630705 -0.00174996 0.0044793 0.00639201 0.00284197 0.00174634 -0.00548444 -0.0262231 0.00384907 -0.00115622 -0.000675597 -0.0138888 0.00155944 -0.00592948 -0.013173 -0.0017869 2.36758e-05 -0.00296356 0.00299335 3.23855e-05 0.00261158 0.00620778 0.00127183 -0.00190966
internal_weight=770.127 745.839 460.512 285.327 277.215 265.683 233.702 170.014 290.498 170.894 79.7055 119.604 26.9453 9.09712 92.6583 163.663 159.497 8.01668 74.1967 18.8278 13.5721 44.3804 151.48 75.5169 75.9635 54.5503 47.452 35.7611 23.6986 72.0512
internal_count=4633 4079 2203 1876 1785 1734 1370 1148 1055 588 286 467 121 63 346 1011 936 44 296 99 85 177 892 485 407 338 196 124 93 458
is_linear=0
shrinkage=0.0155729


Tree=50
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 1 0 0 0 0 1 0 1 0 2 0 1 0 2 1 2 2 2 0 2 0 2 1 2
split_gain=35.1347 32.5141 16.3319 13.3214 10.8811 9.7837 8.27605 7.91832 7.43494 7.25791 7.09785 9.6664 7.54401 8.50761 6.76316 6.21056 6.13957 5.72734 7.02639 10.7151 6.61009 6.28451 5.96377 17.9238 10.0342 9.92051 6.64172 5.28069 5.27744 5.24129
threshold=0.39078171310000004 0.47721625100000004 0.50634711535000021 0.53146612375000013 0.54504356155000011 36.772607578000013 0.43584024430000007 0.5380527529500001 0.52324780695000006 0.55980359870000018 0.39587138110000003 0.3447651268000001 0.45995628875000011 0.35696536035000009 0.47396784530000008 43.61821939175001 0.47673722340000008 0.39019789825000006 0.50913146310000013 36.654713368950006 0.34512439750000007 43.735142172100005 42.154118731400011 42.684965421050009 0.49588335680000006 42.686561923500008 0.50291907430000016 39.955516828000007 0.37977904855000005 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 10 3 -2 7 -6 -7 15 17 -8 -1 14 -13 16 -12 -5 -14 18 20 -20 -3 27 -22 24 -24 -25 -27 29 -29 -21
right_child=2 8 -4 4 5 6 9 -9 -10 -11 11 12 13 -15 -16 -17 -18 -19 19 21 22 -23 23 25 -26 26 -28 28 -30 -31
leaf_value=-0.0070353220141239139 -0.0045517014889228276 0.00046868470741430452 -0.0068462530076018298 -0.0059484747442297668 -0.0067490076289100842 -0.0039464574052746225 0.0048631717896064405 0.0033971792112065555 -0.0023217228529662549 -0.0006018546922785578 -0.00040828146218531853 -0.0076816291520837585 -0.0068961537427908101 0.00623990620167295 0.005464637877354653 0.0027106208820322974 0.00016511395387211456 0.0081969309131337299 0.0063848063693822867 -0.0010341825537869 0.0045501976802007817 -0.011028277094789662 -0.0076920623243799859 0.0085332609867000194 0.0046060010914422194 0.00082572473777641376 0.0073157330490986917 -0.0026014732454903702 0.0067300641549027547 -0.011099870018491871
leaf_weight=12.123794700950382 52.07060032710433 42.839710608124733 30.212568052113056 10.605566442012789 17.119993586093187 37.149594057351351 15.213931024074553 55.350444182753563 15.651993438601492 116.20658734068274 59.936769295483828 16.631243236362934 13.588446833193304 6.2988749220967284 13.255480520427225 8.0776816159486753 13.677420459687708 11.030983999371527 10.333402194082735 8.3141687586903625 149.85216420888901 4.0415217876434317 13.600483536720278 18.384638071060181 5.0315067470073691 41.658784836530685 11.043135449290274 6.5296371281146985 6.9008340090513229 4.3683982640504828
leaf_count=188 479 159 554 61 217 236 45 173 75 668 333 221 114 22 37 30 58 23 25 33 435 37 79 56 15 156 27 32 16 29
internal_value=0.000203211 0.00149082 -0.0016231 -0.00111698 -0.000428377 -0.00138997 -0.000845706 0.00198347 0.00269013 3.08055e-05 -0.00160303 -0.00106927 -0.00358396 -0.00155357 0.000655333 -0.00220472 -0.003354 0.00292504 0.00274494 -0.000153747 0.00316052 -0.00239439 0.00364187 0.00212473 -0.00437101 0.00382728 0.00218564 -0.00105812 0.00219325 -0.00450122
internal_weight=827.1 485.093 342.007 311.794 259.724 185.69 168.57 74.0337 349.581 131.421 135.512 123.388 50.196 33.5647 73.1922 18.6832 27.2659 333.929 322.898 40.488 282.41 30.1546 239.571 89.7185 18.632 71.0866 52.7019 26.113 13.4305 12.6826
internal_count=4633 2170 2463 1909 1430 1166 949 264 1197 713 973 785 415 194 370 91 172 1122 1099 172 927 147 768 333 94 239 183 110 48 62
is_linear=0
shrinkage=0.00744031


Tree=51
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 2 1 0 2 0 0 0 2 2 0 1 1 2 0 0 1 0 1 0 2 0 1 0 2 0
split_gain=23.6965 16.1421 21.8617 13.0667 8.93248 10.7918 9.29757 15.7885 10.1131 9.1288 8.71597 7.17114 5.99411 7.02683 5.71085 10.2363 6.95161 5.64148 5.61331 5.39798 11.4604 5.35113 6.92983 4.82596 4.65653 4.57664 6.03652 7.68565 7.38218 9.25825
threshold=0.4529056016000001 44.202975721700007 0.43572048740000008 44.749265482150008 0.38906020780000011 40.300545846000013 0.39814676205000005 0.52432561900000019 41.404176814550006 0.47938684470000009 0.5641597557000001 0.47943175355000006 50.427417695700008 47.927946529500012 0.4413939702500001 0.3298553935500001 0.34458549145000011 49.064150740050003 0.68131193680000013 0.60710757165000018 0.48616807880000007 0.61797550970000004 0.49585341755000006 0.48077901860000011 41.835830569250014 0.57559653900000007 0.44720217960000008 0.55131582885000008 40.00488309970001 0.5380527529500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 25 7 -7 -9 14 -2 -11 13 -3 -4 -16 -17 -15 19 20 -5 -21 -23 24 -13 26 27 28 29 -6
right_child=3 12 4 18 5 6 -8 8 -10 11 -12 23 -14 17 15 16 -18 -19 -20 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0075315551675413719 0.0027416928022662417 -0.0052907328680462844 0.009549712730342972 0.0054134703317364474 -0.0036462066567834548 0.012424960139091458 0.003937925723722078 0.0049496518272992059 -0.013943471028822142 0.013106904785706332 -0.0085211685659112718 0.0026802623153927793 -0.012663474692865544 0.0041777241793392256 -0.01487429204617155 0.0054133165444066478 -0.00091782114194973526 -0.0046444590994467383 -0.011765107835559577 0.011806260406706463 -0.013806022669004858 -0.012650755939393762 0.006347380283152986 0.0042615506744001063 -0.0073230439778528148 -0.012349998744274907 0.0065945124398991183 -0.0091327341339386744 -0.01524599423717945 0.0046391222891082398
leaf_weight=28.140486486256123 8.717420779168604 44.494400259107351 7.3221149146556845 7.9783609211444837 36.060453779995441 5.0536784008145359 90.185930617153645 4.284014247357848 11.823774822056292 9.4998465776443464 60.926914781332016 14.596633836627008 7.0275628417730323 22.468947678804398 4.943316012620925 25.550359860062599 78.054589483886957 12.5325013063848 3.6221564747393122 8.6977042853832263 6.058516189455986 3.0763177126646024 6.9353801794350147 213.19796704500914 7.9934424161911002 4.8367781229317179 8.545856870710848 16.514440298080444 3.8488247990608206 25.593778170645237
leaf_count=412 40 395 22 27 206 13 329 24 118 22 873 50 105 82 44 81 389 78 69 30 64 18 50 726 39 70 24 120 25 88
internal_value=0.000195467 0.0009152 0.00153248 -0.00443857 0.00198161 0.000235294 0.00246326 -0.00382149 -0.00891867 0.0029813 -0.00711139 0.00413251 -0.00333712 -0.00251265 0.000544296 -6.31635e-05 0.000643522 0.00101888 0.000679783 0.00205635 -0.00288194 0.00576133 0.000509779 0.00377093 -0.000859383 -0.0023651 -0.00183183 -0.00270982 -0.00109049 -0.000206818
internal_weight=788.582 682.57 596.046 106.013 567.906 206.748 111.347 21.1615 16.1078 361.158 69.6443 245.288 86.5234 79.4958 115.87 108.548 103.605 35.0014 36.3684 32.7463 14.0369 18.7094 10.0117 235.788 22.5901 95.4001 90.5634 82.0175 65.5031 61.6542
internal_count=4633 3462 2802 1171 2390 1017 484 155 142 1373 913 837 660 555 536 514 470 160 258 189 91 98 68 815 89 533 463 439 319 294
is_linear=0
shrinkage=0.0105353


Tree=52
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 2 0 2 0 0 1 0 1 1 1 0 1 0 2 2 1 0 1 1 2 2 0 1 0 1
split_gain=30.429 27.6711 15.3844 12.9865 10.4117 9.37413 8.06807 7.84004 8.62105 7.66835 7.10811 6.93688 8.25384 7.16718 9.45327 6.82985 15.3225 7.97708 7.44063 6.40321 6.06989 6.00347 5.86608 9.11462 5.45928 14.3557 5.3285 5.2378 5.18815 4.92781
threshold=0.39078171310000004 0.47880302985000006 0.50634711535000021 0.53146612375000013 38.238138001450004 44.279556297950009 0.42314601355000009 41.873095646600007 0.47787491390000009 0.47847369840000004 0.40651477500000005 0.5485614203000001 0.43584024430000007 0.4529056016000001 0.45824975300000009 0.47396784530000008 0.34269932035000011 0.4413939702500001 39.065416244600009 44.952171034750002 0.36042334060000009 0.57212358910000016 0.4172030777500001 0.40437412050000004 40.300545846000013 41.489621506400006 0.54284302865000023 0.41861022125000008 0.51017933595000009 0.39995808510000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 10 -3 19 9 20 15 -5 22 24 21 -15 16 17 -8 -19 -1 -9 -14 23 29 -13 -26 27 -24 -7 -6
right_child=2 5 -4 4 11 28 7 8 -10 -11 -12 12 13 14 -16 -17 -18 18 -20 -21 -22 -23 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0080367476118333985 -0.0054147243596731707 0.0036918433485145837 -0.0081650248444592836 0.0033532247815581781 -0.003397727431165262 0.0013486103544392291 0.0082113874515859428 -0.0027441561788321021 -0.014066553037430618 -0.0074074204562356635 -0.0065655979413017764 -0.014341089699839143 0.0046975269813149005 -0.010387396111262744 -0.00052631156647979798 0.0050211178658130257 -0.011970107763616596 0.0024656610113951379 -0.013574325745667798 -0.00072957020293291355 0.0059605491603197565 -0.0017784571881232505 0.0061525489879528357 -0.010326623303553229 0.0070588693749580904 -0.0099955136874204358 0.0069476616757394262 -0.0041239273166976658 -0.0093417887951817297 0.0052325901248869338
leaf_weight=21.741541981697083 51.652199670672417 284.84691471606493 28.988757364451885 7.1988612189888945 8.570761933922773 7.8705908954143506 11.684671670198446 48.028720341622829 4.8763051480054846 6.7777530848979941 31.872890699654818 4.8819138854742077 35.370389804244041 9.1608546152710897 57.488932102918625 41.017038010060787 7.3304043784737578 7.622834771871565 3.3987380117177963 17.668802164494991 7.5323610082268706 17.339200638234615 7.3131173774600056 6.1651175692677489 6.4629006683826473 10.578071676194666 28.57830860465765 8.9834312647581083 6.9465843066573143 14.434044174849985
leaf_count=368 479 934 554 30 47 29 30 311 38 33 333 35 107 64 370 125 60 27 28 90 38 110 20 35 20 103 74 40 59 42
internal_value=0.000194907 0.00165672 -0.00188778 -0.00129321 -0.000456396 0.00332816 -0.00116226 -0.000136596 -0.00257281 0.00175517 -0.00473808 0.000320529 -0.000850939 8.2958e-05 -0.00188169 0.00262918 -0.000637175 0.00302151 -0.00248061 -0.00476073 -0.00156407 0.00256721 0.00255577 -0.000591655 -0.00593555 -0.00352753 0.00460168 0.000487667 -0.00366326 0.00201724
internal_weight=812.383 477.343 335.04 306.051 254.399 299.664 177.679 138.269 60.4374 77.8314 39.0718 215.327 141.282 119.359 66.6498 71.0537 30.0366 22.7062 11.0216 39.4103 55.5611 52.7096 74.0448 29.1699 21.9229 17.041 44.8749 16.2965 14.8172 23.0048
internal_count=4633 2170 2463 1909 1430 1022 1148 690 387 303 363 1067 809 651 434 270 145 85 55 458 349 217 258 124 158 123 134 60 88 89
is_linear=0
shrinkage=0.00901559


Tree=53
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 1 0 2 1 0 2 0 1 0 1 2 2 2 0 0 1 0 1 2 0 0 0 0 0 1
split_gain=18.983 13.3384 18.3701 11.7546 8.10666 6.69523 9.71694 9.25453 7.54048 13.9834 9.82238 7.04817 5.7805 8.14092 9.90504 5.66835 6.31003 5.39982 5.10037 5.18895 11.2027 5.06554 6.79543 4.84846 4.58866 4.5551 4.50879 5.05619 8.69547 8.52768
threshold=0.4529056016000001 44.202975721700007 0.41973294215000007 44.749265482150008 0.49284452560000008 0.38906020780000011 0.47938684470000009 40.300545846000013 0.39814676205000005 0.52432561900000019 41.404176814550006 0.47943175355000006 0.45824975300000009 0.56345618395000019 0.46097422230000007 50.427417695700008 47.927946529500012 49.064150740050003 0.68131193680000013 0.60710757165000018 0.48616807880000007 0.61797550970000004 0.49585341755000006 38.396531328800009 0.48077901860000011 0.62143349005000015 0.5218855723000001 0.52366695610000014 0.52769378160000013 0.3975479776000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 6 23 26 9 -9 -11 -8 -2 -14 -15 16 -3 -18 19 20 -5 -21 -23 -4 -13 -16 -7 -28 -29 -30
right_child=3 15 5 18 -6 7 11 8 -10 10 -12 24 13 14 25 -17 17 -19 -20 21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.011950303710374192 -0.014253684732689167 -0.0061625049699571789 0.0054487621801819009 0.0066866278950940264 -0.014525056111440582 -0.01311734650851866 0.015964006970361332 0.014653796613278005 0.0044317175441069747 0.0064590183064502441 -0.016912268411322297 -0.0013762141416625477 0.012714843264757105 0.015717179722827712 -0.010132028539141958 -0.015466997842128518 0.0051152118343189487 -0.0055960835606435185 -0.014409613120132458 0.014440004941945308 -0.01700516634707043 -0.015329243394774377 0.0079853579175185041 -0.001047172823210461 0.004834215417134192 0.0057105040456614719 0.0061831791414559004 -0.016230548295536513 0.010532772248181051 -0.0034559031366329348
leaf_weight=16.261766135692596 8.983089901506899 43.441806491464376 24.154773868620396 7.9133706688880903 23.023676410317421 6.6843875646591178 9.0362325906753522 4.9562015607953098 88.154051527380943 4.2026838809251776 11.15209663659334 22.348819240927696 5.0766470357775679 3.4052931293845203 22.143476650118831 6.5521689243614665 22.337440729141235 12.436768449842928 3.3074304796755305 8.5568821579217929 5.9238185286521912 3.074964836239813 6.8473353907465935 101.2794016674161 209.48573412001133 3.5784455724060527 11.139098808169363 7.8174880594015113 8.4428032040595991 59.727728310972452
leaf_count=344 78 395 97 27 514 41 22 13 329 24 118 89 17 21 242 105 82 78 69 30 64 18 50 507 726 41 35 67 34 356
internal_value=0.000206108 0.00100311 0.00170316 -0.00503458 -0.00828138 0.00209366 0.00314425 0.000191141 0.00278282 -0.00437374 -0.0105154 0.00467552 -0.00495278 -0.00251005 -0.00516362 -0.00382678 -0.00285168 0.00128439 0.000999961 0.00257706 -0.00345603 0.00709463 0.00076006 0.000203745 0.00423553 -0.00792801 -0.00280537 -0.00201423 -0.00321589 -0.00172343
internal_weight=771.446 669.611 584.843 101.834 66.2106 568.582 366.305 202.277 108.465 20.311 15.3548 240.871 43.187 34.2039 29.1272 84.7682 78.216 34.7742 35.6238 32.3164 13.8372 18.4792 9.9223 125.434 231.835 25.7219 93.8115 87.1271 75.988 68.1705
internal_count=4633 3462 2802 1171 913 2458 1441 1017 484 155 142 837 399 321 304 660 555 160 258 189 91 98 68 604 815 283 533 492 457 390
is_linear=0
shrinkage=0.0130285


Tree=54
num_leaves=31
num_cat=0
split_feature=0 2 0 2 0 2 2 2 0 2 2 2 2 0 2 2 2 1 2 2 0 1 0 0 0 0 2 0 1 1
split_gain=25.7952 18.874 16.6307 16.4324 10.2798 8.85048 8.77209 8.20453 6.42754 6.02256 7.17487 5.75162 5.73071 6.76408 10.3187 8.91176 7.1837 5.37302 7.09088 6.84574 7.72388 5.43615 5.3596 7.41577 11.3684 9.65965 8.3192 7.2453 6.02983 5.96496
threshold=0.57212358910000016 42.783136484500005 0.41973294215000007 44.749265482150008 0.55788748840000013 42.684965421050009 42.620627117000005 49.247968080500009 0.58035687555000015 47.74983977685001 45.711398460000005 42.686561923500008 50.427417695700008 0.47774018740000007 43.564719632750005 44.578137159850009 42.982930821650008 0.49284452560000008 40.00488309970001 40.858951393400005 0.58249753000000004 0.48814406755000012 0.56974342085000018 0.52324780695000006 0.5380527529500001 0.54504356155000011 42.154118731400011 0.49067393190000008 0.43540612555000008 0.40206880030000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 17 12 6 22 9 -9 10 -5 -7 13 14 -3 16 -15 18 21 -20 -21 -2 23 26 29 -26 -4 -28 -27 -25
right_child=3 4 5 7 -6 11 -8 8 -10 -11 -12 -13 -14 15 -16 -17 -18 -19 19 20 -22 -23 -24 24 25 28 27 -29 -30 -31
leaf_value=-0.011129299792720836 -0.014725670584297471 -0.01462027181501171 0.0040707108457583401 0.01371001406743051 -0.013818935485845223 0.014106510630873106 -0.013213317142271469 0.0050655349351331012 -0.010055746251532244 0.011380677729355134 -0.0075673301179589991 0.0023742188939322784 -0.014926603062880038 -0.0073030619482037269 -0.0017407448222499008 -0.0045650801112179749 0.0047241637795701523 -0.01390373249867426 0.0093735689596794614 -0.018143800290619787 0.00018131142596434943 0.01044241536741552 0.011060208473464022 -0.0041982187787303641 0.0064903546307138703 -0.0047210721240764798 -0.0078582924687276203 0.0072296493052426717 0.0026383767829376834 -0.021338281830089359
leaf_weight=13.767807703465222 15.474249169230463 12.563626412302254 278.30486010015011 3.5381259694695499 11.361696701496838 16.981389999389652 5.5543662682175627 6.3267804756760624 14.061264600604771 12.488115780055521 8.0735921561717969 10.494717732071875 4.8335600942373267 8.809327580034731 41.719687797129154 33.730298109352589 61.700089879333973 25.073076441884041 6.1113750785589245 5.4585192129015914 10.321240350604056 1.4576443471014489 11.177675247192381 35.39344061166048 46.050445057451725 33.04316109418869 17.282160349190239 6.9180023148655883 36.228928089141846 3.459801234304904
leaf_count=268 218 136 994 9 117 56 37 32 152 50 62 45 79 46 281 255 238 512 30 45 68 16 28 234 139 186 102 21 150 27
internal_value=0.000290045 0.00117837 0.00237952 -0.00536012 -0.00235978 0.00275083 0.00235185 0.000453774 -0.00536334 0.00537495 -0.00108406 0.00962527 -0.00156278 -0.0011553 -0.00472165 0.000701889 0.0032215 -0.00940806 -0.00650462 -0.00182181 -0.00615769 -0.012559 0.00253664 0.00232801 0.000104131 0.00206785 0.00346145 -0.00354516 -0.00087212 -0.00572451
internal_weight=797.759 689.375 514.657 108.384 174.718 500.889 473.413 44.4879 20.388 24.0998 11.6117 27.4761 163.357 158.523 54.2833 104.24 70.5094 63.8961 38.823 21.8911 15.7798 16.9319 467.858 456.681 154.176 115.323 302.505 24.2002 69.2721 38.8532
internal_count=4633 3439 2287 1194 1152 2019 1918 305 184 121 71 101 1035 956 417 539 284 889 377 143 113 234 1881 1853 736 475 1117 123 336 261
is_linear=0
shrinkage=0.012459


Tree=55
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 2 1 1 2 0 1 0 2 0 2 1 0 0 0 2 2 0 2 0 2 0 0 0 0
split_gain=17.501 10.4891 16.5889 9.01504 7.22642 5.859 11.1829 5.2817 6.90024 5.934 5.22702 5.76385 6.04331 10.2089 5.79444 6.21992 16.1042 21.1318 6.072 8.46081 6.56158 6.3184 10.5103 5.84944 13.3912 5.88106 5.56328 5.37604 10.9185 6.42642
threshold=0.50056884525000012 0.39078171310000004 0.47721625100000004 0.53146612375000013 37.232443001650005 48.109449608500007 48.914776625700007 0.30560462260000004 0.34482500525000009 40.408647214050006 0.52324780695000006 0.39019789825000006 0.50913146310000013 36.654713368950006 0.50291907430000016 38.621016321050007 0.35585760905000008 0.47976108500000009 0.47938684470000009 0.47787491390000009 40.518963363600001 41.257948413050009 0.48368312325000012 42.684965421050009 0.47943175355000006 43.182896969600009 0.48458129995000004 0.5218855723000001 0.51657136015000005 0.5132031975000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -7 -1 -9 -10 11 12 14 -14 15 -4 18 -18 19 -17 -21 26 23 24 -23 -25 -20 28 29 -15
right_child=5 3 10 4 -6 6 -8 8 9 -11 -12 -13 13 27 -16 16 17 -19 21 20 -22 22 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=-0.014684646428628921 -0.013557649816396743 -0.0068185886059339762 0.0091885146673002429 -0.0075248806461752247 0.00042618371958939367 0.030817756924993233 -0.009089241551373679 0.00083478853120270557 -0.018093593174509655 -0.0038849664619696267 -0.0041537729780094417 0.013824320624761596 0.010506758623144498 -0.010157252349808901 0.010073510417781919 0.0059775680118648927 0.015887624416748628 -0.02150221744335247 0.0047724510431568813 0.002931037828406259 -0.011183095831955646 0.01624442818892028 -0.0029761583736736797 0.013453694362464824 -0.0040280898194842325 -0.00066240897817123896 0.013967061588791012 0.009276220779422065 -0.019770401476008653 0.0067575864114761235
leaf_weight=5.951526377350091 21.782558351755146 46.82039200887084 31.270757257938385 23.041362702846527 215.44146948680282 1.6948360428214062 5.2077396214008331 74.877855777740479 6.2353757396340361 37.798890665173531 15.448101110756395 10.280340828001497 9.8078043684363347 7.7045141607523062 28.136194154620171 20.224124282598495 3.7845683693885794 10.094171971082686 25.390177264809608 9.7738637924194354 15.526041157543657 8.4468634128570574 33.412704065442085 25.05144634842873 19.941541343927383 6.8423834219574919 22.693762600421906 3.930421255528926 8.8510639294981939 8.7188010141253454
leaf_count=137 517 479 90 261 1111 15 80 438 80 318 75 23 25 50 80 68 9 60 84 32 90 22 138 83 84 25 62 13 55 29
internal_value=0.000216146 0.000619444 0.00190232 -0.00140487 -0.00034202 -0.0101245 0.000709393 -0.00227894 -0.00165804 -0.00589695 0.00350712 0.00388903 0.00354811 -0.00140519 0.00428967 0.00358959 0.00271932 -0.0113064 0.0037586 -0.000529183 -0.00573052 0.00513537 0.0030946 0.00645945 0.00200392 0.0104253 0.00911195 -0.00540556 -0.00768872 -0.00117751
internal_weight=764.182 735.497 450.193 285.303 238.483 28.6851 6.90258 124.864 118.912 44.0343 325.33 309.882 299.601 39.0126 260.589 232.452 201.182 13.8787 187.303 45.524 25.2999 141.779 93.6949 60.2822 28.3884 31.8938 48.0839 29.2048 25.2744 16.4233
internal_count=4633 4021 2170 1851 1372 612 95 973 836 398 1197 1122 1099 172 927 847 757 69 688 190 122 498 352 214 106 108 146 147 134 79
is_linear=0
shrinkage=0.0134944


Tree=56
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 0 1 0 2 2 2 2 1 0 0 0 2 1 0 1 1 1 1 0 0 1 1 2 1 0
split_gain=15.6268 11.4346 15.7331 10.1043 7.36094 6.5339 5.88398 9.28469 7.90891 17.1033 6.3621 5.48936 6.13139 13.8171 7.53035 6.55673 7.80685 7.97589 7.26579 5.43918 9.3519 5.32807 6.27035 6.35277 7.71111 5.28981 4.99519 6.83442 11.7889 4.58495
threshold=0.4529056016000001 44.202975721700007 0.43572048740000008 44.749265482150008 0.49284452560000008 0.57670429030000014 0.44618424600000006 0.5485614203000001 40.00488309970001 41.444941515100005 38.536700832000001 43.895345911700005 0.41917906650000009 0.52324780695000006 0.54284302865000023 0.47880302985000006 42.759119507950011 0.34458549145000011 0.47847369840000004 0.4373072662500001 0.43584024430000007 0.44922307715000004 0.37820723930000005 0.53146612375000013 0.53312775065000018 0.39170982905000007 0.45824975300000009 43.521589032450009 0.46551001470000003 0.68131193680000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 6 7 11 10 -10 -9 12 13 15 -14 16 18 -18 -4 20 -11 22 -3 -24 -25 -26 -2 28 -28 -5
right_child=3 21 5 29 -6 -7 -8 8 9 19 -12 -13 14 -15 -16 -17 17 -19 -20 -21 -22 -23 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.010020446476941856 -0.016111801356247103 -0.00125417953309636 0.003156060235685407 0.0028389814774488352 -0.016971803526344649 -0.012877597200966377 0.011009579806973478 -0.0061691263589016892 0.011810754231653259 -0.024120636326458909 -0.026504607617588331 0.012110816781307021 -0.0032112074463709682 -0.0040174415298799412 0.012937652256729312 0.0047483262302494165 0.011468866339227293 -0.016702368707577062 -0.012442148465797206 -0.02681679053886438 0.0055466442862781009 0.015044357263971797 -0.018657666514474803 0.015246770176436795 0.0075210745221192489 -0.013177803599253036 0.01302031284635583 -0.018578108469093347 -0.0075779274610496324 -0.016966510020650812
leaf_weight=25.307692795991898 8.594181612133978 45.325947538018227 81.797977067530155 31.795452676713467 19.976462405174971 6.5619653388857833 19.071160010993481 11.236904665827753 15.395674936473371 4.0717793107032758 5.4201810285449019 15.013267472386358 9.2552101835608465 72.300737012177706 26.549276985228062 247.20996255427599 3.0534685775637618 10.969143997877834 7.7718191742897025 3.9843443483114234 6.6490035206079483 3.2692433446645728 12.67454808205366 3.7283347547054317 3.6622345298528698 14.764471948146818 10.554042950272562 5.5539572909474364 17.642617776989937 3.043963808566331
leaf_count=412 78 281 349 189 514 83 52 90 47 31 39 48 46 434 69 898 11 97 44 31 21 9 209 10 15 136 59 72 190 69
internal_value=0.000228807 0.00108459 0.00186272 -0.00554075 -0.0092579 0.0024132 0.0025991 0.00229105 -0.004263 0.000453574 -0.0127862 0.00293768 0.00263758 0.0021192 0.00876328 0.00338397 0.000128102 -0.010568 0.00180263 -0.0114369 -0.00572106 -0.00424712 -0.00503395 -0.0099528 -0.00497288 -0.00906398 -0.00561881 -0.0029469 0.000132018 0.00110855
internal_weight=752.205 655.044 571.62 97.1607 62.3213 546.312 539.75 520.679 46.7579 30.1008 16.6571 473.921 458.908 423.103 35.8045 350.802 103.592 14.0226 89.5698 14.7051 10.7208 83.4248 80.1555 34.8296 22.155 18.4267 42.3448 33.7506 28.1967 34.8394
internal_count=4633 3462 2802 1171 913 2390 2307 2255 259 130 129 1996 1948 1833 115 1399 501 108 393 83 52 660 651 370 161 151 399 321 249 258
is_linear=0
shrinkage=0.0154165


Tree=57
num_leaves=31
num_cat=0
split_feature=1 2 2 0 0 2 2 1 2 2 2 1 0 0 1 1 2 0 0 1 0 1 2 2 2 0 1 1 0 0
split_gain=13.5063 9.10102 8.75996 8.36441 7.16863 6.46678 6.26209 7.77018 6.80841 5.35935 4.87266 5.57638 4.60913 5.37466 7.17716 6.08934 5.4067 6.52648 7.16607 4.66611 12.1476 7.48963 6.03993 5.4019 12.8015 6.13068 4.48605 4.38887 6.0891 6.25316
threshold=0.50634711535000021 31.914316944300001 42.783136484500005 0.57212358910000016 0.41973294215000007 40.00488309970001 42.684965421050009 0.34587287805000005 42.620627117000005 42.982930821650008 51.757767929250001 0.4995808509000001 0.56685428580000019 0.5485614203000001 0.43584024430000007 0.42473279245000012 42.154118731400011 0.48271009850000007 0.47774018740000007 0.3584174126500001 0.49194634890000005 0.41917906650000009 41.542492784600007 41.976795488650005 41.16018805045001 0.49688632075000011 0.49146732130000009 0.39563186730000005 0.52769378160000013 0.52366695610000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 26 8 -8 12 -4 -11 -12 13 16 15 -15 19 18 -18 20 -6 23 -23 24 25 -21 -5 28 29 -27
right_child=-2 2 9 5 6 -7 7 -9 -10 10 11 -13 -14 14 -16 -17 17 -19 -20 21 -22 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.011621511644312091 -0.010449434094352287 -0.0098274481667959528 -0.010191431802680947 -0.015226201543367833 0.0030701112488073601 5.7705239397985706e-05 0.012487599791770039 -0.0072977175551349853 -0.012840432823014086 -0.00063872022082430324 -0.015526269406242061 0.0091076888336271544 0.0082966284995669593 -0.0010470027136845125 0.001966750839261159 -0.01596999530268662 -0.0024366652129047704 0.0019175907348777837 -0.022840536972935852 -0.011911019637974828 0.014262792347958037 0.0029931184274002141 0.015463900543101068 0.0096906462722340363 -0.013112773664890187 0.0028320705505627936 0.0076523705422668741 -0.0032546338678701393 0.013517195694178419 -0.011183379824166291
leaf_weight=10.622825380414723 20.17015128955245 8.7000167295336706 11.996498975902794 11.167928341776134 156.43862443417311 17.82542310655117 18.979235634207729 4.2007004246115676 5.3757692724466315 181.32181019708514 7.5028778463602048 2.0212775990366936 19.639264598488808 9.2557334080338496 25.961972422897816 9.7073104307055456 7.7887260764837283 19.345010615885258 4.8336191922426224 6.4118585698306552 18.823902480304241 20.545608125627044 10.007450908422468 9.0409831628203374 13.193022370338438 65.279857836663723 1.7128465771675099 26.904950007796288 8.368162125349043 6.0251714438199988
leaf_count=167 554 209 87 178 590 126 76 25 37 1174 126 7 70 51 106 77 47 85 37 42 53 74 22 28 97 232 27 164 25 40
internal_value=0.000174301 0.00047233 0.00065369 0.00158094 0.00201152 -0.00507745 0.00223249 0.00890208 0.00188346 -0.00165724 -0.00112078 -0.0102983 0.00206435 0.00177149 -0.0025299 -0.00868618 0.00228955 -0.00288686 -0.0102502 0.00277476 0.00427225 0.00119158 0.00707784 -0.000138379 -0.000842627 0.000590069 -0.0121839 0.00134215 0.00289444 0.00164779
internal_weight=739.169 718.998 708.376 505.533 474.827 30.7062 466.127 23.1799 442.947 202.842 190.846 9.52416 437.571 417.932 44.925 18.963 373.007 31.9674 12.6223 341.04 175.263 165.777 30.5531 135.224 126.183 112.99 12.8808 106.578 79.6732 71.305
internal_count=4633 4079 3912 2518 2187 331 1978 101 1877 1394 1307 133 1840 1770 234 128 1536 169 84 1367 643 724 96 628 600 503 205 461 297 272
is_linear=0
shrinkage=0.0131635


Tree=58
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 1 1 1 0 1 1 0 2 1 2 0 0 2 2 0 1 2 1 0 1 1 0 1 1
split_gain=27.0471 26.3613 14.0567 11.2212 14.0071 9.18498 7.11867 12.0137 6.90773 6.67737 14.7634 7.5894 7.37363 6.71115 17.9806 16.3675 7.16509 8.26272 7.05113 6.54642 10.1359 6.71852 7.98704 6.48028 7.60542 7.04757 9.57496 9.6108 6.79016 11.3648
threshold=0.39170982905000007 0.47721625100000004 0.50634711535000021 0.5380527529500001 0.54504356155000011 36.772607578000013 0.3447651268000001 0.33894194785000004 0.43584024430000007 0.50730517050000012 0.37644082515000005 0.36510882910000009 0.50291907430000016 38.621016321050007 0.35585760905000008 43.321682097200004 0.47938684470000009 0.47787491390000009 40.518963363600001 41.257948413050009 0.48368312325000012 0.34569324270000007 42.844429421150004 0.4529056016000001 0.55980359870000018 0.46280051495000007 0.46551001470000003 0.60710757165000018 0.48616807880000007 0.4830394299500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -6 7 -1 -7 12 11 -11 13 -3 16 -16 17 -15 -19 -18 21 22 -21 24 -10 -25 -27 28 29 -28
right_child=2 9 -4 4 5 8 -8 -9 23 10 -12 -13 -14 14 15 -17 19 18 -20 20 -22 -23 -24 25 -26 26 27 -29 -30 -31
leaf_value=-0.0017911335794930931 -0.0032330160698255061 0.0047820737783021358 -0.0056212627875527809 0.0026284518773792287 -0.0055897037995504785 -0.0030491059353444866 -0.0031931298642275353 0.0033795450119249574 0.0058836464178544916 0.0018112267191677633 0.0019024659292078969 -0.0073335021316247367 0.005695381493639606 0.0030426689023690368 -0.010753842578164145 0.0026475809883968263 0.0047297045416530084 0.0018241742192592219 -0.0049547420586362736 -0.002502506679269162 -0.00078392703267562709 0.0051092243691669183 0.0044799994942311292 -0.0041302650409027865 0.00039883059595874316 0.0083602472357842093 -0.0053785568642761399 0.0022979287091931333 -0.0082381965099867054 0.0058420518314885169
leaf_weight=56.716034960001707 62.045241478830576 33.62665468454361 26.838793832808733 53.541807614266872 16.223716739565134 35.997209817171097 48.988388892263174 26.255953267216682 13.252481184899805 5.099089831113818 58.84870969504118 12.537363760173319 26.018050633370876 20.773449920117855 8.4295603111386281 6.4064049869775763 51.989380188286304 10.039780199527742 15.731653325259684 13.174089811742308 34.879557453095913 38.788407102227211 12.999555669724939 22.17808536440134 42.417463194578886 5.0966804176568976 9.4345909394323844 21.209838319569826 8.1378871574997884 5.8353374227881423
leaf_count=469 538 90 554 172 217 236 415 89 32 17 209 85 66 68 52 23 146 32 90 56 138 123 35 179 200 13 76 108 87 18
internal_value=0.000174997 0.00112371 -0.00124215 -0.000844245 -0.000209028 -0.00105407 -0.0012828 -0.000154906 -0.00060417 0.00203275 0.000382434 -0.00468956 0.00249535 0.00215805 0.00174421 -0.0049669 0.00224611 7.68023e-05 -0.00231388 0.00291113 0.00196417 0.00343968 0.000965466 8.57735e-05 0.00170452 -0.0011677 0.00015393 -0.000783478 -0.00357554 -0.00109065
internal_weight=803.511 481.302 322.209 295.37 233.325 179.783 131.96 82.972 163.56 349.342 76.4852 17.6365 272.857 246.838 213.212 14.836 198.376 46.5449 25.7714 151.831 99.8416 64.9621 26.1736 127.562 55.6699 71.8924 49.7143 44.6177 23.4078 15.2699
internal_count=4633 2203 2430 1876 1338 1166 973 558 949 1230 311 102 919 853 763 75 688 190 122 498 352 214 91 713 232 481 302 289 181 94
is_linear=0
shrinkage=0.00631991


Tree=59
num_leaves=31
num_cat=0
split_feature=1 2 2 0 0 2 2 1 2 2 2 2 2 1 2 1 0 0 0 0 2 0 1 2 1 1 1 2 0 1
split_gain=12.549 7.92857 7.78117 7.6334 6.64289 5.94244 5.69504 6.89024 5.79701 4.5868 10.9002 4.40468 4.48737 5.05831 4.34353 5.34232 5.32008 4.67129 4.32391 10.0425 7.60104 7.30158 5.69549 6.68172 7.09402 5.79559 5.48052 4.86066 4.64908 5.95895
threshold=0.50634711535000021 31.914316944300001 42.783136484500005 0.57212358910000016 0.41973294215000007 40.00488309970001 42.684965421050009 0.34587287805000005 42.620627117000005 48.109449608500007 48.914776625700007 42.982930821650008 51.757767929250001 0.4995808509000001 35.119813570500007 0.34377713240000007 0.49820364660000011 0.56859076075000015 0.50730517050000012 0.48588365620000007 42.243697547450004 0.48368312325000012 0.37820723930000005 38.238138001450004 0.44765126795000004 0.40437412050000004 0.36994401365000007 42.431220712750012 0.5485614203000001 0.41917906650000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -8 14 -2 -11 -4 -13 -14 15 -6 -17 18 19 20 21 -16 26 24 25 -24 -20 -22 29 -25
right_child=9 2 11 5 6 -7 7 -9 -10 10 -12 12 13 -15 17 16 -18 -19 22 -21 27 -23 23 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.010367599796114069 -0.013227400353691673 -0.0091354815836304781 -0.0087865920314011189 -0.011295258863998977 0.016102457777585455 -5.2858746497964288e-05 0.011433705568364727 -0.006169780618103908 -0.011193006357116052 0.024721929274047733 -0.013623184367435535 -0.00057195511069451765 -0.01451538501302858 0.0078326931761387684 0.0020674911804297556 -0.010174924116876654 0.0064490994910786177 0.0084008081106137812 0.0033544304070780989 0.0062941341349194374 -0.020833537809602128 -0.011100990598601314 -0.0028589487387387603 0.0011121707095827218 0.012150328837901656 -0.014802669825209223 -0.015480346733928941 -0.0034420442756794376 -0.0021173236804326876 0.0080395589826962703
leaf_weight=10.390734568238257 14.531462868675591 8.4393120743334276 11.985755316913126 12.33086082339287 6.9677847921848324 17.910632889717817 18.359079748392109 4.2540317587554446 5.3437343388795844 1.8376020938158024 3.084208220243454 182.25935745984316 7.0701487939804775 2.0234139412641525 130.41555331274867 3.6491791903972652 16.558643624186516 14.877963200211523 3.6532003656029683 71.226172536611557 3.7538517788052541 6.8856431022286406 19.707753479480747 66.29314561933279 3.4793284535408011 9.283219210803507 6.9936080425977707 7.4505102038383484 36.496985405683517 27.202390268445015
leaf_count=167 468 209 87 205 17 126 76 25 37 15 71 1174 126 7 511 24 69 44 12 242 32 35 108 314 17 79 49 43 167 77
internal_value=0.000171244 0.000439862 0.000599179 0.00143297 0.00182245 -0.00463691 0.00202225 0.0081221 0.00170893 -0.00970537 0.000693308 -0.00145735 -0.000998267 -0.0095427 0.00186746 0.00669191 0.00344709 0.0015459 0.00128629 0.00244685 0.000601624 0.00140709 -0.000186849 0.000391866 -0.00466534 -0.00668346 -0.00901764 -0.0092688 0.00165508 0.00312768
internal_weight=734.715 715.262 704.871 501.533 471.291 30.2415 462.852 22.6131 440.239 19.4533 4.92181 203.339 191.353 9.09356 434.895 27.1756 20.2078 407.719 392.841 219.732 148.506 137.301 173.11 162.463 32.4703 28.991 10.6468 11.2044 129.993 93.4955
internal_count=4633 4079 3912 2518 2187 331 1978 101 1877 554 86 1394 1307 133 1840 110 93 1730 1686 863 621 546 823 762 204 187 61 75 558 391
is_linear=0
shrinkage=0.0124631


Tree=60
num_leaves=31
num_cat=0
split_feature=1 0 2 1 2 2 1 0 1 0 1 2 1 2 2 2 0 0 1 2 2 1 2 2 1 0 2 0 2 1
split_gain=30.6504 19.9019 20.7612 14.1249 12.104 10.3059 8.72393 15.3046 14.0287 7.95506 7.6594 12.3956 8.26814 7.56703 9.38171 6.86651 7.00116 6.32537 7.40386 6.98192 9.98814 10.3094 7.76317 9.06177 6.14398 8.41254 7.75604 10.2003 6.79704 5.80245
threshold=0.4529056016000001 0.47396784530000008 44.461493122800007 0.38906020780000011 44.749265482150008 38.238138001450004 0.39995808510000008 0.52432561900000019 0.39019789825000006 0.5641597557000001 0.34584293880000011 39.476991512000005 0.34587287805000005 49.064150740050003 47.927946529500012 35.119813570500007 0.54413041525000005 0.47938684470000009 0.34545372890000009 43.847983878700006 41.873095646600007 0.3447651268000001 41.16018805045001 40.518963363600001 0.34422622080000004 0.39587138110000003 42.123054668150012 0.45995628875000011 35.771221912400001 0.34542378970000004
decision_type=2 2 2 2 2 2 2 2 2 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 10 9 15 7 8 -7 -2 11 -3 -12 14 -4 16 -5 19 29 20 22 -22 23 -13 25 -1 -26 -28 -27 -19
right_child=4 2 13 5 -6 6 -8 -9 -10 -11 12 17 -14 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 26 28 27 -29 -30 -31
leaf_value=-0.0051243684593921804 0.0010464683700763162 0.0054277347907420795 -0.002716425943693152 0.0058339660857088631 -4.5254884138397244e-05 -0.0056140369925788483 0.0014254160611855441 -0.0041681483458814962 0.0049389861158657452 -0.0044977248510486697 0.0058566453990446122 0.0012049060017935171 0.0022385832680664854 -0.0059752653011255529 0.0030542788304936518 -0.0040453001162833371 -0.0026652240010439352 0.0018508280838707199 -0.0010043951268860886 0.005701261751654153 0.0026161131902552293 -0.0060984058651489441 0.0031735112235736643 -0.006268346508565668 -0.007093273339165187 0.0037413880203760628 -0.004542910754506654 0.0066455271820163178 -0.001001515132960776 0.006617861604560937
leaf_weight=12.114270057529209 8.7734146863222104 16.963986232876778 31.398143529891968 5.0607866048812848 38.415092058479786 5.0505724698305157 124.48929854482412 25.51600244641304 14.678779795765875 64.301000162959099 21.191152684390545 11.928535357117655 169.90962801873684 12.67570151388645 11.47525420039892 25.970081318169832 6.7436898499727249 44.019420854747295 23.511060670018196 4.6200984045863143 5.2529009729623821 17.67642280459404 17.188861861824989 8.14479151368141 12.63543761894107 11.018332384526728 7.2867197729647142 3.6473398059606552 49.532147258520126 9.2104254364967328
leaf_count=188 40 40 253 16 258 25 478 207 43 873 67 40 557 149 44 185 64 142 94 14 17 144 49 46 163 48 85 10 274 20
internal_value=0.000134736 0.000553389 0.000916073 0.00123354 -0.00252728 0.000104733 0.000678935 -0.00137495 0.00223749 -0.00383208 0.00190353 0.00101592 0.00263979 -0.00226795 -0.00117187 -0.00247536 0.000978528 0.000487192 0.00154821 -0.000769121 -0.00126577 -0.00410199 0.000479506 -0.00182738 -0.00175564 -0.000969677 -0.00417875 -0.000810716 -0.000138452 0.00267567
internal_weight=820.399 708.91 612.676 557.126 111.49 207.509 169.735 45.2454 19.7294 73.0744 349.617 158.517 191.101 55.5491 42.8734 37.7746 11.8045 141.553 76.7409 64.8116 60.1915 22.9293 37.2622 20.0733 96.2342 72.6647 23.5695 10.9341 60.5505 53.2298
internal_count=4633 3462 2694 2248 1171 1018 753 275 68 913 1230 606 624 446 297 265 80 566 256 310 296 161 135 86 768 510 258 95 322 162
is_linear=0
shrinkage=0.00546169


Tree=61
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 0 2 0 1 1 2 0 0 1 0 2 2 1 1 2 2 2 1 1 0 2 0 0 2 2
split_gain=12.2626 7.56866 12.9131 9.51607 6.37264 9.21762 7.46647 4.9265 4.61289 6.01062 5.76978 5.46013 4.89437 10.2783 5.69539 4.17769 8.40242 3.62711 5.97725 4.87242 3.44823 6.98339 3.2975 4.98885 7.13551 5.32375 9.50124 8.39305 10.9188 6.6259
threshold=0.50634711535000021 0.39170982905000007 0.47721625100000004 0.39394030120000006 0.39563186730000005 0.53203496900000014 36.772607578000013 0.54353163080000011 0.30560462260000004 0.3447651268000001 40.408647214050006 0.47396784530000008 0.45995628875000011 0.35696536035000009 0.47673722340000008 48.109449608500007 48.914776625700007 0.39900002995000006 0.42209814075000007 37.140760352250005 43.968221017800005 44.701063782750005 0.34512439750000007 0.35585760905000008 0.49820364660000011 41.976795488650005 0.48001556840000009 0.48389269780000005 43.157831852650006 42.620627117000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -5 17 7 -7 -1 11 -11 -10 -12 14 -14 -2 -17 19 20 -6 -19 -22 -4 24 25 -24 -27 -28 29 -29
right_child=15 3 22 4 5 6 -8 -9 9 10 12 -13 13 -15 -16 16 -18 18 -20 -21 21 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.014834562278793161 -0.014572215216808921 -0.016917464922450727 -0.00062459032023095304 0.009248105415106787 0.0094537518761426843 0.0039160681058707167 0.00033096581957449216 -0.013281900785963942 -0.00090241735675330255 -0.018263255024516485 -0.012115834606220528 0.0091689077041140262 -0.011474322906451891 0.017305708217454814 0.0018916969858512463 0.021036257949985742 -0.014971318005156635 -0.0080269178249767637 -0.016059340587195197 -0.016569531420006677 0.021732336137654865 -0.0067337632965491761 0.0067696774388344132 0.0015728401954137603 0.014371858970750974 -0.0083308164019985573 0.008927431883472026 -0.0017561848680262067 0.0096917125837666859 -0.023335530396022815
leaf_weight=5.2490816637873641 14.00955104827881 7.209835320711135 40.247421015053988 11.247293468564747 1.5327401086688066 4.1661857217550304 208.27785919606686 13.010972589254377 59.38521109893918 5.9166173189878455 9.7448235861957055 12.313301391899584 11.627588406205183 4.9127542376518241 12.568757399916647 2.1044397950172415 2.9474610202014446 4.0931954160332662 5.2575116232037535 12.317459695041178 3.4046937823295593 3.1372905187308788 74.777032248675823 126.587143920362 14.744279950857161 14.746485233306883 29.050425216555595 5.7789201363921183 7.6086973920464507 5.0527973771095276
leaf_count=137 468 91 159 51 13 19 1130 221 384 83 159 37 107 12 54 15 71 38 98 171 5 39 244 508 42 89 112 23 21 32
internal_value=0.000192902 0.000483791 0.00160104 -0.00131386 -0.000891637 -0.00133852 -0.000388381 -0.00911067 -0.00221254 -0.00164368 -0.00560072 0.000827204 -0.00367248 -0.000845912 -0.00453136 -0.0107026 2.81403e-05 -0.00854073 -0.00405354 -0.0136897 0.00188153 0.00808106 0.00305801 0.00359049 0.00527349 0.0042944 0.0013204 0.00431722 -0.00294555 -0.0118226
internal_weight=733.028 713.966 440.311 273.655 266.445 255.198 225.455 17.1772 121.718 116.469 44.7705 71.6985 38.8539 29.1091 24.1963 19.0615 5.0519 29.7429 15.8927 13.8502 10.6352 6.54198 318.593 278.346 151.759 137.014 62.2373 47.4908 18.4404 10.8317
internal_count=4633 4079 2203 1876 1785 1734 1370 240 973 836 415 421 332 173 161 554 86 364 180 184 82 44 1230 1071 563 521 277 188 76 55
is_linear=0
shrinkage=0.0137644


Tree=62
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 1 0 0 2 2 0 2 1 0 0 0 2 2 2 1 0 1 1 2 2 1 1 0 2
split_gain=26.5256 19.8848 24.182 12.8889 10.5015 6.79555 14.9169 11.838 13.3405 6.9074 11.304 6.77414 6.28604 6.6325 7.54752 13.5681 12.5589 6.95511 13.7448 9.77342 6.2468 5.61336 6.48615 6.45005 5.43333 8.62941 5.62065 8.51537 8.58259 5.5186
threshold=0.4529056016000001 44.202975721700007 0.41973294215000007 44.749265482150008 0.5796383342000001 0.47880302985000006 0.37227927305000003 0.5116313883000001 0.50291907430000016 42.720329370750001 43.477771593600004 0.5641597557000001 43.895345911700005 0.44618424600000006 0.52432561900000019 0.5380527529500001 0.54695967185000016 42.320906304050006 40.806664626150003 41.404176814550006 0.39019789825000006 0.52688542260000015 0.39563186730000005 0.39431454150000006 50.427417695700008 47.927946529500012 0.4172030777500001 0.3584174126500001 0.47774018740000007 49.247968080500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 5 9 -7 8 -8 -4 -11 -2 13 14 -9 20 -17 18 -18 -20 -16 -22 23 -23 25 26 27 28 -3 -27
right_child=3 24 4 -5 -6 6 7 12 -10 10 -12 -13 -14 -15 15 16 17 -19 19 -21 21 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0063570780510070696 0.00091337671234227331 -0.0042463792860498095 0.00079073142811135163 0.00022159917107435431 -0.0080617658078365791 0.0030711191702510274 0.0016746869023654093 0.0027794450370909728 -0.011155982943717953 -0.0071069360998731795 0.0027182142749738211 -0.0053598964356958529 0.0070734704957784939 0.0045099824940962024 0.0061670029177071876 0.0030469697581632176 -0.0039541290434080218 -0.0073006723888409336 0.0070417372784793405 -0.0023882630401224321 -0.0090265060260898006 -0.0030475417917315501 -0.0050986604749423447 0.0080846647968381494 -0.0079281303648606038 0.0024765256247500961 0.0011486111219393875 -0.0072438064600483807 0.0062501685160922466 -0.0032464963514803645
leaf_weight=18.519270908087492 8.7086090520024282 10.911989025771616 100.83222430199385 38.687706042081118 5.1843839175999156 219.17644055187702 6.713249593973158 47.593045435845852 7.6893556863069534 13.475952163338663 8.4122289270162565 60.532490290701389 7.3960911631584159 19.787774600088596 2.7101021260023108 58.690972626209259 23.147587798535824 7.657204143702983 12.948317140340807 7.7829263210296622 8.5332970768213254 5.4788753092288989 19.238672994077206 3.9701035171747208 6.8190553784370413 24.615662261843681 9.0212249159812909 23.221148207783699 5.0351449996232978 10.687929533421991
leaf_count=344 40 85 433 258 68 718 30 156 62 114 36 873 18 58 7 185 160 51 33 37 85 40 155 12 105 92 51 247 12 68
internal_value=0.000214486 0.000690674 0.00112525 -0.002853 0.00136154 0.00144559 0.00181762 0.000669707 -0.00517543 5.56119e-05 -0.00333086 -0.00457089 0.00104397 0.000838976 0.00047164 -0.000259826 0.00094341 -0.00145219 -0.000431588 0.00350153 -0.00358128 -0.00429106 -0.00288248 0.00162979 -0.00222022 -0.00175404 -0.00358405 -0.00467407 -0.000932201 0.000743918
internal_weight=803.179 695.25 604.938 107.929 586.419 581.234 458.514 239.338 14.4026 122.72 21.8882 69.2411 224.935 217.539 197.751 150.158 110.227 51.536 43.8788 20.7312 39.9311 37.2209 28.6877 9.44898 90.3122 83.4931 48.1895 39.1683 15.9471 35.3036
internal_count=4633 3462 2802 1171 2458 2390 1807 1089 92 583 150 913 997 979 921 765 466 281 230 70 299 292 207 52 660 555 395 344 97 160
is_linear=0
shrinkage=0.00665049


Tree=63
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 2 0 1 0 0 2 0 1 1 1 1 0 0 2 0 2 1 2 0 2 2 2 2 2
split_gain=29.6758 30.2135 14.3912 12.3914 11.8075 8.80577 7.71106 8.8014 7.53405 7.56393 7.09831 6.21743 6.18 8.89285 6.75498 10.8101 6.22692 6.1455 5.97972 5.32006 4.9541 5.59384 5.43509 4.82454 8.23445 4.71195 4.64919 9.68522 4.60598 4.11434
threshold=0.39078171310000004 0.47721625100000004 0.50634711535000021 0.53146612375000013 0.54504356155000011 36.772607578000013 44.578137159850009 0.51017933595000009 0.43584024430000007 0.55980359870000018 0.5380527529500001 45.321989007550009 0.39587138110000003 0.3447651268000001 0.33894194785000004 0.32467590790000006 0.31753540315000006 0.45995628875000011 0.46735127690000006 42.081757894750005 0.41160444300000004 35.887362732750006 0.31118828780000007 40.806664626150003 0.55131582885000008 41.808689985400001 44.202975721700007 43.968221017800005 37.572218886150004 42.686561923500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 26 10 -6 -3 -8 19 -10 11 -5 -1 14 15 16 20 -15 -19 23 22 -22 -14 24 -7 -20 27 -2 -17 -27
right_child=2 6 -4 4 5 8 7 -9 9 -11 -12 -13 13 17 -16 28 -18 18 25 -21 21 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.005692499922092289 -0.003672905595010482 0.0024014532005016517 -0.0056048099898522467 -0.0037405677907844572 -0.0054908826942764652 0.001773380025893049 0.0019872806856950668 -0.0069224425949951148 0.0041323703143184539 -0.00052503809113010652 0.0029560719378078511 0.0042354692553631208 -0.0013456154841617342 -0.0061865713883552439 0.0030190863113201726 -0.00092221443815101393 0.0045323936183869328 0.0059997120378790254 0.0006853238552493704 -0.0067673803231281778 0.0033520659553694628 -0.008099045922786834 0.0066864103741742509 0.0018176141967789368 -0.0073302092529470043 -0.0089708727396556869 -0.007079989104927421 0.0063532501018346132 -0.0089468715680979423 -0.0024442573003012531
leaf_weight=11.179825618863104 34.38138871639967 327.06701178103685 26.035817384719849 13.219049245119097 15.984699308872221 6.308377921581271 9.8988938927650469 7.4334551915526381 15.12084127217531 114.1596409343183 54.785626262426376 5.2200162485241881 10.841464024037125 15.286628041416405 25.88660504296422 4.3018714562058431 11.532259643077849 3.6752616465091696 11.641103580594065 10.967685312032698 2.2611083984374982 5.8846894130110741 4.592409335076808 9.718480318784712 9.5856895893812162 5.2609900534153011 11.504323612898586 4.132694572210311 7.5379827916622162 12.452626429498194
leaf_count=188 283 1103 554 74 217 24 35 59 45 668 173 17 62 221 89 31 33 11 50 103 14 64 14 36 73 44 185 11 63 89
internal_value=0.000234246 0.00122266 -0.00118882 -0.000811963 -0.000259719 -0.00110456 0.0021883 -0.0018339 -0.000681833 1.96995e-05 0.00183835 -0.00148259 -0.00129041 -0.000884199 0.000481221 -0.000918018 0.000806166 -0.0029426 -0.00144126 -0.00316116 -0.00101624 -0.00492045 0.00104435 -0.00161692 -0.00371698 -0.00237288 -0.00362815 -0.00259706 -0.00603121 -0.00438268
internal_weight=807.859 476.734 331.124 305.089 255.07 181.845 344.399 17.3323 165.861 129.28 73.2247 18.4391 132.335 121.155 72.8384 46.9518 35.1119 48.3166 33.03 36.5802 23.5797 8.1458 15.4339 25.6125 15.8941 29.3547 50.0184 38.5141 11.8399 17.7136
internal_count=4633 2170 2463 1909 1430 1166 1197 94 949 713 264 91 973 785 370 281 187 415 194 236 154 78 76 133 97 183 479 294 94 133
is_linear=0
shrinkage=0.00618797


Tree=64
num_leaves=31
num_cat=0
split_feature=0 2 0 2 1 0 1 0 2 2 0 1 0 2 2 1 0 0 2 2 2 0 2 1 2 0 1 0 2 1
split_gain=38.0096 24.1139 24.4232 15.9357 11.0962 11.4613 12.3 9.85097 9.80631 18.4881 10.0542 9.3706 12.61 9.11436 8.74011 7.32914 7.00265 6.78816 14.9825 11.5225 6.61429 6.58102 6.45071 5.55585 5.43926 5.10683 10.7725 9.15546 5.74175 7.24864
threshold=0.57212358910000016 42.783136484500005 0.41973294215000007 44.749265482150008 0.38906020780000011 0.53634621715000008 0.39563186730000005 0.55788748840000013 42.684965421050009 42.154118731400011 0.49588335680000006 0.39431454150000006 0.52401125715000008 49.247968080500009 40.767054867700004 0.39019789825000006 0.6310290111500001 0.47774018740000007 44.578137159850009 48.109449608500007 42.982930821650008 0.58035687555000015 33.036871954450007 0.40437412050000004 48.96897326980001 0.48588365620000007 0.35986946500000005 0.48368312325000012 36.558960102350007 0.36880632320000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 8 6 11 17 9 22 -11 12 15 16 23 -6 -5 19 20 -3 -19 -15 -4 -7 -21 27 -27 -24 -28 -30
right_child=3 7 4 13 5 14 -8 -9 -10 10 -12 -13 -14 21 -16 -17 -18 18 -20 24 -22 -23 25 -25 -26 26 28 -29 29 -31
leaf_value=-0.0061749815695368668 -0.0051684332990035104 -0.0048123152228506183 -0.0038652987011613088 0.0045321863837133039 -0.0037691605843834155 0.0053603910224478612 -0.0061345355170064749 -0.0069800417208574711 0.0060789496833397946 -0.0047320803982314336 0.0042793130608408964 0.0075775716394306846 -0.0064647499721628603 0.0020952239299075123 0.0033509345146793246 0.0043765243386796951 -0.0027007436897939423 -0.0033707341913639839 -0.0031299777215853157 0.0042756559697665871 0.0025114227333300414 -0.0056486875135323914 0.0023328444184827308 -0.00056042639780120489 -0.0025438147170073664 0.0061290827776496574 0.0047393257186442465 -0.00500474498134597 -0.0039322569247189918 0.0022102789245052588
leaf_weight=16.725063566118479 68.331018198281527 36.552445318549871 6.217597432434558 17.571152105927471 6.6409668773412731 7.2326490581035605 19.077668577432632 11.588040791451929 27.392777845263481 23.05821314454079 6.5334979444742194 5.923940807580947 11.876744322478769 6.3845941126346615 58.550634510815144 14.36910981684923 8.0142169259488565 8.9744601696729642 39.493721507489681 10.977200984954836 63.321933247148991 15.388376623392103 147.99583427608013 65.825405046343803 8.5589831471443159 46.902890026569366 22.61163155734539 7.3388522788882247 10.339582920074461 33.472417749464512
leaf_count=268 889 343 35 53 29 20 157 117 87 133 19 17 97 32 179 41 68 46 333 32 238 152 515 314 43 118 59 35 47 117
internal_value=0.000223666 0.000773585 0.00145246 -0.00318715 0.00169715 0.000459168 -0.00191865 -0.00126186 0.00240405 0.00207342 -0.00274247 0.000153689 -0.00118358 -0.000328466 0.00150506 0.0018018 0.00226658 -0.000867152 4.61861e-05 -0.00268753 0.00178125 -0.0033779 0.00259187 2.57266e-05 0.00128798 0.00274131 0.00377635 0.00198618 0.00211505 0.000760647
internal_weight=833.242 717.552 538.085 115.689 521.36 189.497 57.8884 179.467 331.863 304.471 29.5917 38.8108 32.8868 47.3583 131.609 21.0101 25.5854 167.879 111.79 56.0886 72.2964 21.773 274.879 73.0581 19.5362 268.661 113.327 155.335 66.4236 43.812
internal_count=4633 3439 2287 1194 2019 854 341 1152 1165 1078 152 184 167 305 513 70 121 1035 617 418 284 184 926 334 75 891 341 550 223 164
is_linear=0
shrinkage=0.00641236


Tree=65
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 0 2 2 2 1 1 2 2 1 0 2 2 1 1 0 1 0 1 1 2 2 1 1 0 0
split_gain=14.6196 10.6358 15.1317 9.49846 6.68226 5.51301 4.90979 6.05928 4.88993 4.74096 7.23866 7.59243 4.79481 4.68161 7.01523 6.50865 19.1574 4.91514 8.21032 4.81573 7.14744 4.80739 6.50639 5.84104 6.95254 6.66744 5.6148 4.81414 7.45189 5.29205
threshold=0.4529056016000001 44.202975721700007 0.41973294215000007 44.749265482150008 0.49284452560000008 0.57670429030000014 50.427417695700008 47.927946529500012 48.96897326980001 0.4172030777500001 0.3584174126500001 45.205561619650005 44.749265482150008 0.44618424600000006 0.5485614203000001 40.806664626150003 41.444941515100005 0.4373072662500001 0.43584024430000007 0.56685428580000019 0.41461333495000008 0.47880302985000006 0.3584174126500001 0.34575312120000007 41.257948413050009 42.982930821650008 0.36476452800000009 0.3447651268000001 0.47673722340000008 0.47787491390000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 7 9 -9 10 11 12 -3 14 21 19 -17 18 -18 20 -16 27 23 24 -23 -26 -24 -4 -29 -30
right_child=3 6 5 -5 -6 -7 -8 8 -10 -11 -12 -13 -14 -15 15 16 17 -19 -20 -21 -22 22 26 -25 25 -27 -28 28 29 -31
leaf_value=-0.01295357411919869 -0.0053917743345333518 -0.0033946804662991163 0.0034793974592361781 0.0009419139140389661 -0.016023534377816881 -0.01159800060827596 -0.017070508425563184 0.006548201329037621 -0.0045439182272886099 0.0032250983511957054 -0.014810666744082221 -0.018864169119188826 0.016083939527746897 0.0095349487383798379 0.0086494500381012803 0.015731848902381669 -0.021519219906189855 -0.023837517464620768 0.0052806469121071302 0.0031754843092117618 -0.01827090986052652 0.0075923526492196018 -0.010123983602178529 0.0082953937271925595 -0.0052846581839609613 0.0071778087064738793 0.0021922893775263696 -0.0092963787294901724 0.0050579178413291213 -0.0052936006727763545
leaf_weight=14.508464768528937 41.86529079079628 6.3500644415616971 49.357537224888802 35.4999770373106 18.121826089918613 6.1448913142085066 5.5736634265631428 19.462018400430679 15.099570840597151 8.5515476986765844 19.507374260574579 3.8879631012678137 4.7080854810774326 18.654726549983025 2.5363271385431316 11.26934275776148 3.8630279302597028 3.8657392114400855 6.664949357509613 4.7252451702952376 12.551397599279879 34.310004770755768 8.2509231269359571 83.873386889696121 28.565575361251831 13.536056242883204 196.74423926323652 22.965567529201508 26.775701001286507 17.452591478824615
leaf_count=344 399 36 193 258 514 83 105 70 90 51 247 40 21 52 11 28 31 31 21 30 107 109 39 297 127 41 868 203 99 88
internal_value=0.000289193 0.00107453 0.00179136 -0.00505478 -0.00860358 0.00217883 -0.00381076 -0.00285797 0.00170218 -0.00652279 -0.00894227 -0.00128295 0.00489848 0.00233389 0.00207914 -0.00341232 0.00144971 -0.00973228 -0.00455302 -0.00970994 -0.0137455 0.00259743 0.0034227 0.00563032 0.002705 -0.00127786 0.00169657 1.09833e-05 -0.00253676 0.000973184
internal_weight=745.243 649.756 566.616 95.4871 59.9871 552.107 83.1403 77.5666 34.5616 43.005 34.4535 14.9461 11.0581 545.962 527.308 45.476 25.6631 14.3937 10.528 19.813 15.0877 481.832 365.28 160.285 76.4116 42.1016 204.995 116.551 67.1939 44.2283
internal_count=4633 3462 2802 1171 913 2458 660 555 160 395 344 97 57 2375 2323 259 111 83 52 148 118 2064 1481 574 277 168 907 583 390 187
is_linear=0
shrinkage=0.0146266


Tree=66
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 1 0 2 2 1 0 1 0 2 0 2 0 1 1 2 2 2 1 0 1 0 2 0 1 0
split_gain=16.936 12.5545 17.2359 10.6925 6.86364 5.74761 8.92529 8.08376 6.72695 9.15443 8.51112 9.21624 7.28326 6.95493 6.5153 5.36833 7.2714 5.25256 8.7973 5.23681 6.97976 5.686 5.01446 6.78549 8.68812 4.94184 4.83831 4.83287 12.3386 6.3675
threshold=0.4529056016000001 44.202975721700007 0.41973294215000007 44.749265482150008 0.49284452560000008 0.38906020780000011 0.47880302985000006 40.300545846000013 40.94178426300001 0.39995808510000008 0.54450465555000005 0.44618424600000006 0.52468488970000016 41.362929270750008 0.56685428580000019 38.396531328800009 0.47847369840000004 0.42473279245000012 0.4373072662500001 50.427417695700008 47.927946529500012 49.064150740050003 0.45824975300000009 0.56345618395000019 0.46097422230000007 0.68131193680000013 41.404176814550006 0.60710757165000018 0.48616807880000007 0.61797550970000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 6 15 -7 14 12 -11 13 -10 -12 -9 -4 -17 -15 -19 20 -3 -22 -2 -24 -25 27 -14 28 -5 -29
right_child=3 19 5 25 -6 7 -8 8 9 10 11 -13 26 17 -16 16 -18 18 -20 -21 21 -23 23 24 -26 -27 -28 29 -30 -31
leaf_value=-0.0094815001559688319 -0.011171297956488711 -0.0049934728975341066 0.0045302975529309284 0.0058216665409148959 -0.011544989809962131 -0.0020167294949633915 0.0036104145916654143 0.0030919209285515735 0.0090365164690540869 0.006786586756942335 0.0052751196298274306 0.0089489326669679996 0.0025852345962242185 -0.016478685365387158 0.014434865878012931 -0.00023213551214150497 -0.011596162278566718 0.0013954937356223959 -0.016561365609141763 -0.01235723679318072 0.0044384502275144292 -0.0043895187316131548 0.0088386565203397768 0.011090552147254349 -0.006376741911103761 -0.011763343242991969 -0.011613009188915844 0.011971695015594613 -0.013848006228257817 -0.0002132479186334735
leaf_weight=15.539926717057822 8.7004849724471551 43.744849029928446 23.735507845878601 8.0469907596707326 19.704102471470833 91.82256019115448 244.48706749081612 15.929519586265089 3.082866087555888 29.522498771548271 6.6743237599730518 7.9557948037981978 3.3455732464790335 4.89403719455004 8.5006792992353422 86.043683189898729 6.6386232674121848 10.080400936305521 4.2434272021055213 5.994408391416072 22.361785903573036 12.422491639852522 5.1134568303823462 3.5527024604380157 25.408511303365231 3.1757485195994368 12.232357174158095 8.6553900241851824 6.1651976816356173 10.257428329437969
leaf_count=344 78 395 97 27 514 533 865 59 10 93 22 21 23 39 18 437 42 39 35 105 82 78 17 21 283 69 125 30 64 68
internal_value=0.000227847 0.000833178 0.00138685 -0.0038121 -0.00643582 0.00168889 0.00247509 0.000257884 0.00221973 0.000784537 0.00268112 -0.00089971 -0.00565608 -0.00392587 0.00703879 9.08157e-05 -0.00104611 -0.00712135 -0.00392422 -0.00293161 -0.00221212 0.00128572 -0.00408232 -0.00227224 -0.00423401 0.000703735 -0.00856374 0.00189897 -0.00271097 0.00536315
internal_weight=758.032 659.252 574.729 98.78 62.4793 559.189 360.905 198.284 106.461 82.0313 63.3705 33.848 18.6608 25.8922 24.4302 116.418 92.6823 19.2179 14.3238 84.5235 78.5291 34.7843 42.7752 34.0747 28.9612 36.3008 15.5779 33.125 14.2122 18.9128
internal_count=4633 3462 2802 1171 913 2458 1441 1017 484 407 249 156 158 135 77 576 479 113 74 660 555 160 399 321 304 258 148 189 91 98
is_linear=0
shrinkage=0.0104622


Tree=67
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 1 0 2 2 2 2 0 2 2 2 1 2 2 0 0 1 0 2 0 2 1 0 2 1
split_gain=12.7742 8.09846 13.4208 7.8049 5.8306 5.84108 5.96753 4.65488 4.72508 6.23835 4.52744 6.04056 4.50403 5.55149 4.34446 7.48015 4.21009 4.10228 6.45557 6.9664 4.02753 5.284 5.21468 8.92791 6.78403 5.70242 12.2961 18.1669 5.2258 4.20099
threshold=0.50634711535000021 0.39078171310000004 0.47721625100000004 0.53146612375000013 0.54504356155000011 36.772607578000013 0.43584024430000007 0.55980359870000018 37.688226470200007 38.621016321050007 31.914316944300001 35.119813570500007 0.5380527529500001 45.321989007550009 44.202975721700007 43.968221017800005 0.30560462260000004 41.362929270750008 40.806664626150003 0.55131582885000008 0.52324780695000006 0.39019789825000006 0.50730517050000012 36.654713368950006 0.50291907430000016 38.621016321050007 0.35585760905000008 0.47976108500000009 37.041406607950009 0.34575312120000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 12 -6 17 -8 -9 -10 -1 -12 13 -5 15 -3 -13 18 19 -7 21 22 24 -24 25 28 29 -28 -4 -27
right_child=-2 3 20 4 5 6 7 8 9 -11 11 16 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=-0.01851864353950378 -0.011728238055593077 -0.0072235789545032382 0.0042791352857095566 -0.0083027849936736994 -0.01143072483994567 0.0043888619188484721 0.0084689746465297523 0.016041509056988864 -0.020832648938206636 -0.00044664126886035819 0.0099397300542389301 -0.015993801701012871 0.0055376692715238826 0.0098998610003954834 -0.016460427749601703 0.01427035920422073 -0.0021449179226525439 -0.013060285701833027 0.010773302200296906 -0.01628273902293214 -0.0039179254674841331 0.014571247961615968 0.010785683272091451 -0.0051721655472653418 0.012002129264196436 0.0017678683588727507 0.017078531848420321 -0.021162023856557872 0.016842636474085702 0.0064025992928890135
leaf_weight=3.7042934391647568 19.087885685265064 31.533474396914244 17.386266894638542 12.899296917021276 12.869961623102425 6.1874129176139858 14.407932855188845 3.6671624146401873 3.4317833110690108 98.786790706217289 8.9061072431504709 5.0885660015046588 51.726980548352003 5.1918865069746962 8.7801388259977085 4.0351241528987876 103.46776992082596 13.044439129531382 5.8717022240161887 8.6203190237283689 15.437897756695746 9.8547482490539533 10.211776360869406 32.081555105745792 23.082210637629032 106.60406649112701 3.7585146129131308 10.177276864647864 12.628100246191023 72.662944152951241
leaf_count=75 554 283 60 74 217 24 45 31 38 599 40 137 173 17 185 11 721 122 17 73 75 23 27 159 66 406 9 60 30 282
internal_value=0.000272752 0.000592639 0.00186315 -0.00137402 -0.000301846 -0.00181077 -0.00100691 0.000542272 -0.000536319 -0.00113106 -0.00233884 -0.00182859 0.00330495 -0.00307891 -0.00709663 -0.00478517 -0.00279408 -0.00653286 -0.0024154 -0.00764511 0.00348521 0.00386816 0.00350267 -0.00131912 0.00433065 0.00353736 0.00260096 -0.0108485 0.00956504 0.00364648
internal_weight=735.194 716.106 435.052 281.054 236.706 166.888 154.018 120.294 105.886 102.219 121.167 117.462 69.8182 18.0912 44.3487 35.5686 108.556 33.7239 20.6794 14.8077 313.885 298.447 288.593 42.2933 246.299 223.217 193.203 13.9358 30.0144 179.267
internal_count=4633 4079 2170 1909 1430 1166 949 713 668 637 973 898 264 91 479 294 858 236 114 97 1197 1122 1099 186 913 847 757 69 90 688
is_linear=0
shrinkage=0.0148642


Tree=68
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 2 1 1 0 0 2 2 1 1 2 2 2 0 2 2 2 0 1 1 1 1 0 0 2 1
split_gain=11.2814 8.46164 8.0694 12.6023 6.44169 4.68966 6.50475 9.40141 4.86356 4.5006 4.43475 6.0384 5.19879 4.83783 5.94056 4.32216 4.21962 5.42887 3.98411 9.08523 6.86232 6.86951 4.7072 8.3348 3.93672 5.40331 5.15114 9.20433 5.66508 8.74921
threshold=0.4529056016000001 44.749265482150008 44.461493122800007 0.41973294215000007 0.49284452560000008 43.521589032450009 0.45824975300000009 0.46551001470000003 0.62143349005000015 0.57670429030000014 50.427417695700008 47.74983977685001 0.4172030777500001 0.3584174126500001 45.205561619650005 41.772405911750006 41.559097512700014 0.56859076075000015 46.095286511800005 47.74983977685001 49.247968080500009 0.58035687555000015 0.4995808509000001 0.50491003265000012 0.44618424600000006 0.43967246490000006 0.56748300950000019 0.5485614203000001 40.300545846000013 0.40896979130000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 6 -2 16 15 24 11 12 13 14 -4 -9 17 -8 -3 -20 -21 -22 -23 -24 25 26 27 -5 29 -29
right_child=1 18 10 9 -6 -7 7 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 -19 19 20 21 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.012162580502783104 -0.014188146609877304 0.01311924004540433 0.004388446234958248 0.0021719508112236201 -0.015415309182936297 -0.016916162047974789 0.016867623014948045 -0.014623160557156043 0.0098698300279396415 -0.010623043574521783 -0.016366674051091587 0.0015590211027047495 0.0030250171627639977 -0.014915308804979094 -0.017881232720520369 0.0034604476669554424 0.023442904927907859 -0.007868722889249443 -0.02228131086360317 0.011113076180811709 0.009788508625728198 -0.019408823230806008 0.017336992141889804 -0.01643580136162897 0.0084563558783781415 -0.012425800431978572 0.012301326844975794 0.012065425595788765 -0.00061471948135589471 -0.018884997309820021
leaf_weight=13.234350826591252 7.9521103911101809 4.7693214267492285 7.6101116016507167 474.70526667684317 15.964887039735912 5.5487099438905707 3.5667182207107562 10.089634623378517 3.0738976188004008 5.762157153338193 4.9703239593654862 36.017995025962591 8.3791319318115693 15.448466118425129 3.5212778076529503 3.6054791063070288 3.5350711792707443 3.5657628290355206 3.5057894960045841 10.235700763761999 5.2306163012981441 5.4124152213335019 2.6870821416378021 3.2386597245931625 18.184439845383167 5.3514821939170352 9.3820482268929464 2.2395502030849483 16.433447066694498 10.176832005381582
leaf_count=348 76 15 42 2082 514 74 10 131 36 83 105 172 50 228 39 23 11 38 43 43 22 56 8 71 52 36 38 8 76 103
internal_value=0.000237236 -0.00440118 0.000912939 0.00150554 -0.00777724 -0.00479853 -0.00289856 0.00037357 -0.00624527 0.00183914 -0.00342125 -0.00251472 -0.00671186 -0.00978135 -0.00265629 -0.00986233 0.0107781 0.00450111 0.00107509 -0.000820058 0.00198688 -0.00365101 -0.00985104 -0.00112122 0.00197299 0.00174552 0.00189337 0.00169945 -0.00607526 -0.0133025
internal_weight=723.399 91.9819 631.417 555.47 56.9023 40.9374 35.3887 27.4366 16.769 542.235 75.9473 70.977 34.959 26.5799 11.1314 13.6951 10.6676 7.13248 35.0796 30.3103 26.8045 16.5688 11.3382 5.92574 536.473 518.289 512.937 503.555 28.8498 12.4164
internal_count=4633 1171 3462 2826 913 399 325 249 190 2478 636 531 359 309 81 154 59 48 258 243 200 157 135 79 2395 2343 2307 2269 187 111
is_linear=0
shrinkage=0.0141766


Tree=69
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 2 1 1 1 0 1 0 1 1 0 1 1 0 2 0 1 2 2 2 0 0 1 2 2
split_gain=25.7802 26.055 12.6464 11.6441 7.9673 6.91326 5.83374 5.74434 5.53481 6.3309 8.07053 9.98955 7.91892 6.73691 10.1148 5.47134 5.23472 5.86962 5.16753 4.9246 4.83093 4.82504 4.80541 4.5534 10.1732 4.2704 5.70454 9.4461 5.44124 6.92818
threshold=0.39078171310000004 0.47736594710000008 0.50056884525000012 0.53146612375000013 37.232443001650005 0.54504356155000011 44.578137159850009 0.41917906650000009 0.30560462260000004 0.3447651268000001 0.45995628875000011 0.35696536035000009 0.47673722340000008 0.33894194785000004 0.32467590790000006 0.43572048740000008 0.40437412050000004 0.39670967935000007 0.51017933595000009 37.572218886150004 0.54353163080000011 0.39670967935000007 42.783136484500005 44.202975721700007 43.968221017800005 0.63528038085000016 0.61540073650000016 0.48616807880000007 46.645430295100006 42.670715716450012
decision_type=2 2 2 2 2 2 2 2 2 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 23 21 20 -3 16 -1 13 -11 12 -12 14 15 -10 17 -7 -8 -16 -6 -5 -14 24 -2 26 27 28 29 -9
right_child=2 6 -4 4 5 7 18 25 9 10 11 -13 22 -15 19 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0077618746842578641 -0.0041285025986050822 0.0025552096468906414 -0.0056696190456381581 0.004648844203207405 0.00096781980390462719 -0.0087566879929490572 0.0018585635367904712 0.00037109158344530708 -0.00036006458179410855 -0.0071687063873335025 -0.0068318691553626272 0.0064555273396947506 0.0028384377608093002 0.0031998844020044914 -0.0010684379396798645 0.008122942945718796 -0.010573881210339727 0.0069514128872115331 -0.0067979739621740242 -0.010303748631845295 0.0053197742316186169 -0.005277967403929819 -0.004985224860445444 -0.0080548458019963493 0.0074430797952337565 -0.0071959065502425461 0.0048465160280833147 -0.0076588956502161793 0.0040994919129378809 -0.0042422512047261421
leaf_weight=6.3303854577243319 34.559463456273079 318.18169655650854 30.187078516930342 2.7748754173517254 47.945260688662529 2.2347677014768106 7.4929571226239187 85.213531583547592 33.940520908683538 15.427366644144056 13.864037625491621 7.113946206867694 12.065399758517744 26.540138471871614 4.6614996120333654 4.2852410748600951 5.3516063168644905 2.547415480017662 6.3972527459263802 7.6007175520062447 17.39590984582901 20.95043558999896 5.8257137835025778 10.765936650335787 4.2720042914152137 4.3056176751852027 10.999610640108584 8.520075358450411 14.584195315837858 20.140693426132202
leaf_count=137 283 1090 612 8 180 28 28 422 220 221 114 24 40 91 40 9 45 21 59 63 47 253 34 185 11 31 45 83 62 147
internal_value=0.00022899 0.00128661 -0.00131027 -0.000860465 -0.000222826 0.000198582 0.0023593 -0.000619943 -0.00130109 -0.000989654 -0.00283965 -0.00112142 -0.00281885 0.000314391 -0.00120243 0.00059091 -0.00576766 -0.000389158 -0.00212828 -0.00679293 0.00212645 -0.00411694 0.000290893 -0.00398408 -0.00285547 -0.000257085 -4.28562e-05 -0.000461522 4.97583e-05 -0.000510847
internal_weight=792.475 469.727 322.748 292.561 242.964 219.239 332.072 153.898 137.655 131.325 54.2965 38.8691 31.7552 77.0281 50.488 38.2258 10.1338 4.78218 13.8902 12.2622 65.3412 23.7253 17.8911 49.5974 38.8315 143.764 139.458 128.458 119.938 105.354
internal_count=4633 2170 2463 1851 1372 1111 1177 884 993 856 433 212 188 423 332 229 94 49 87 103 227 261 74 479 294 790 759 714 631 569
is_linear=0
shrinkage=0.00707411


Tree=70
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 0 0 0 1 2 0 0 0 1 0 0 1 1 2 0 0 1 1 0 2 1 0 1 1 0
split_gain=18.9976 12.7596 17.786 9.15373 6.31512 9.56107 7.07842 7.66945 7.52556 7.43083 8.89003 8.89297 7.01953 6.24212 6.16712 5.64823 6.18955 5.6636 5.60728 7.20784 11.6778 10.8296 6.43783 9.62301 9.49057 8.07375 6.22717 4.92197 6.9592 5.559
threshold=0.4529056016000001 44.202975721700007 0.41973294215000007 44.749265482150008 0.38906020780000011 0.47938684470000009 0.5380527529500001 0.54504356155000011 0.43540612555000008 43.968221017800005 0.52432561900000019 0.52252926560000013 0.57212358910000016 0.49284452560000008 0.47943175355000006 0.52688542260000015 0.39563186730000005 0.39431454150000006 41.873095646600007 0.45798030000000006 0.47568935060000012 0.34626208795000007 0.32467590790000006 0.47396784530000008 39.065416244600009 0.34377713240000007 0.47500074850000013 0.44922307715000004 0.37820723930000005 0.53146612375000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 5 18 9 -8 -9 10 11 -6 -10 -2 -7 -12 17 -17 22 -20 -21 -22 -4 24 25 -24 -25 28 -3 -30
right_child=3 27 4 -5 6 14 7 8 12 -11 15 -13 -14 -15 -16 16 -18 -19 19 20 21 -23 23 26 -26 -27 -28 -29 29 -31
leaf_value=-0.008589903113645804 -0.0038225102339813871 -0.00065103565393835909 0.0090341991070572985 0.00015952729136429277 -0.0047808930695929942 0.011390444601898864 0.0044660414628539214 -0.0038602963577974493 0.0041194705118848211 0.0089915328152194753 -0.012955032129439537 0.0061802507412007908 -0.0044086022192181525 -0.010351579650842335 0.003187875956650388 -0.0041638487444839159 -0.0071606222006866593 0.01068356381366895 -0.013025245781579157 0.0057656047160994069 -0.0081942036788068013 0.0068087513610222616 0.0029164318264032359 0.011181894897375446 -0.014940157744730009 -0.013230564088531202 0.001675800714284939 0.0087450528939901906 -0.011383439096151879 -0.003447292671840913
leaf_weight=15.638485990464686 42.987899955362082 46.572824407368898 9.5502834618091565 36.530337613075972 12.333988055586817 8.4994964599609357 50.172976851463318 31.362415548413992 36.488774068653584 4.9327251166105262 8.2676784396171552 14.292457863688467 11.308743696659802 18.836841249838471 231.67064952105284 5.3459538295865077 19.141392193734646 4.0306248813867569 5.0881513357162467 14.293310344219206 19.780078783631328 5.5001099109649649 12.223799183964731 7.1731955036520949 5.7409517988562575 3.5813478380441657 43.80296329408884 3.3006664812564841 12.213319005444644 22.327320799231529
leaf_count=344 399 281 23 258 75 22 155 209 122 13 85 44 106 514 815 40 156 12 51 63 146 17 44 16 48 38 158 9 209 161
internal_value=0.00028543 0.000859518 0.00135935 -0.00359397 0.00163493 0.00236913 0.000272214 0.00157319 -0.000260353 -0.0021897 -0.00305947 0.00110279 0.00210176 -0.0058118 0.00347816 -0.00607222 -0.00407682 0.00221847 0.000267426 -0.00242933 -0.00106696 -0.00493007 0.00173493 0.000773705 -0.00452537 -0.000742377 0.00301347 -0.00257604 -0.00303672 -0.00625346
internal_weight=762.99 664.635 580.221 98.3551 564.582 366.904 197.678 129.333 79.1599 68.3448 63.4121 26.6264 47.7975 61.8247 240.17 36.7856 28.518 9.37658 126.734 44.6617 39.5735 25.2802 82.0725 72.5223 21.5461 15.8051 50.9762 84.4141 81.1135 34.5406
internal_count=4633 3462 2802 1171 2458 1441 1017 592 437 425 412 119 228 913 837 293 208 52 604 277 226 163 327 304 130 82 174 660 651 370
is_linear=0
shrinkage=0.0094576


Tree=71
num_leaves=31
num_cat=0
split_feature=1 2 0 2 2 1 0 1 1 2 2 0 1 2 0 1 0 0 2 1 2 1 1 0 2 1 0 2 0 2
split_gain=11.399 8.13605 8.77585 7.66297 7.04466 6.64164 7.06889 6.20417 5.31536 8.18436 6.50654 6.22597 8.36033 7.8674 6.887 5.32089 8.54028 7.73068 6.94984 11.6107 4.3237 5.51638 8.04601 4.21865 4.62946 4.05534 6.55143 6.42064 3.79027 3.80825
threshold=0.4529056016000001 49.247968080500009 0.47076434840000009 44.749265482150008 48.823707093150006 0.38906020780000011 0.5116313883000001 0.49284452560000008 0.4172030777500001 38.238138001450004 33.361153777850006 0.52432561900000019 0.39019789825000006 39.065416244600009 0.5261668812000001 0.40651477500000005 0.53938504835000012 0.53312775065000018 41.404176814550006 0.3975479776000001 43.521589032450009 0.45824975300000009 0.46551001470000003 0.68131193680000013 51.757767929250001 0.42111014640000005 0.54088200950000009 41.542492784600007 0.62143349005000015 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=1 2 4 7 -1 -4 -7 20 11 10 -10 12 -8 -14 -13 17 -17 18 19 -16 21 -2 -23 24 -5 27 -27 -11 29 -24
right_child=3 -3 5 23 -6 6 8 -9 9 25 -12 14 13 -15 15 16 -18 -19 -20 -21 -22 22 28 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0058484878933766629 -0.015830807611942822 -0.010853090663221241 0.003551210862012124 0.0057155570406604173 0.010602554600672765 -0.020502736913165908 -0.011383697307472275 -0.017848464720124448 0.013365624793358684 0.002591916350499969 -0.015428787786518671 -0.022578067379223146 -0.0049267595727225371 0.018636810104964843 0.011357892278116793 0.00038957116321764417 -0.026096442581664537 0.0051151279106718258 -0.017330828604941687 -0.020550862067598888 -0.019477023823277151 0.011112564816066322 -0.016447057947400368 -0.018422435859950497 -0.01027742076945932 -0.017529644838016379 0.0033832161343904481 0.018275245293624582 0.0085732716697106345 0.0032508290164095211
leaf_weight=64.133625304326415 7.6857386939227572 15.164697971194981 333.20864029228687 25.701212339103225 7.9692618250846854 4.5593218840658656 6.4397326037287739 15.431873690336941 2.6807087361812583 16.262049116194252 10.537142038345335 5.664382390677928 5.8351830095052746 11.390985779464243 8.863703019917013 6.6034484319388849 6.657785814255476 26.036072593182325 11.274042181670664 4.7800980955362311 5.2822683304548255 10.770429749041798 9.7811727747321147 2.8167178221046916 6.0984334163367739 4.334533814340829 69.280882366001606 12.628950782120226 3.3408718183636656 3.6777698844671241
leaf_count=698 76 173 1340 124 24 59 29 514 26 59 113 61 29 30 43 47 59 106 154 54 74 59 131 69 65 33 293 32 36 23
internal_value=0.000306812 0.00108883 0.00138133 -0.00516905 -0.00403022 0.0020946 -0.000175227 -0.00894363 0.000267645 0.00263221 -0.009589 -0.00265754 0.00465797 0.0106549 -0.00513506 -0.00359642 -0.0129077 -0.00117308 -0.00774347 0.000178678 -0.00555378 -0.00346772 -2.12698e-05 0.000933945 0.00264848 0.00420809 0.00215185 0.00944748 -0.00715922 -0.0110644
internal_weight=724.892 634.305 619.141 90.5865 72.1029 547.038 213.829 55.9701 209.27 115.724 13.2179 93.5454 23.6659 17.2262 69.8795 64.2152 13.2612 50.9539 24.9178 13.6438 40.5383 35.256 27.5702 34.6164 31.7996 102.506 73.6154 28.891 16.7998 13.4589
internal_count=4633 3462 3289 1171 722 2567 1227 913 1168 556 139 612 88 59 524 463 106 357 251 97 399 325 249 258 189 417 326 91 190 154
is_linear=0
shrinkage=0.0165021


Tree=72
num_leaves=31
num_cat=0
split_feature=1 2 0 0 0 1 1 0 0 2 1 1 1 2 1 1 0 1 2 0 2 0 0 2 1 0 0 2 0 1
split_gain=9.74452 6.76869 7.19844 6.52534 7.87459 6.25813 6.17207 7.46205 6.10795 6.02625 5.94537 4.93918 4.90113 5.34075 6.54837 4.69718 4.07547 9.36122 6.19012 5.09713 6.202 9.41561 5.88807 4.73806 4.03543 4.02694 7.88897 5.69684 5.19382 5.89339
threshold=0.45420795785000007 49.247968080500009 0.47396784530000008 0.47500074850000013 0.47673722340000008 0.38906020780000011 0.34422622080000004 0.45995628875000011 0.5380527529500001 44.749265482150008 0.49284452560000008 0.30560462260000004 0.45824975300000009 43.521589032450009 0.46551001470000003 0.42209814075000007 0.54504356155000011 0.43540612555000008 42.081757894750005 0.55980359870000018 46.645430295100006 0.5796383342000001 0.56579144335000009 41.087689990200012 0.44512140355000007 0.52432561900000019 0.52252926560000013 44.026978245600006 0.52688542260000015 0.40206880030000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -8 15 10 12 -1 -2 14 -14 25 -10 18 -18 -19 21 22 -21 -24 -25 26 -7 28 -27 -30
right_child=9 -3 3 4 5 8 7 -9 16 -11 -12 -13 13 -15 -16 -17 17 19 -20 20 -22 -23 23 24 -26 27 -28 -29 29 -31
leaf_value=-0.016716750547123866 -0.020254841744940993 -0.0095762517290252525 0.013938220006023089 -0.0096601762347906395 0.0033460467499114217 -0.0076486657742085677 -0.018344903824550944 0.0038981559711509153 0.0053695043062067013 0.00039534796935250505 -0.016831702567238198 0.00042749652605093103 0.0093601311878539536 -0.018163319930992922 -0.0063067500688211431 -0.020210304876736418 -0.003510542953325888 0.012552355687833175 -0.020691055673863028 -0.0082981294647279814 0.018528631184504641 -0.020509953014254637 0.012346919411914927 -0.01075608618152436 0.0091372151969708326 -0.020614987691275212 0.0099212660750646366 0.0036853634876347322 -0.0029738436326030137 -0.025831769168717454
leaf_weight=4.472191806882619 4.4431453198194495 14.712690658867357 10.679947167634962 14.91037195920944 301.37036379426718 11.219231501221659 12.095936739817263 5.338096283376216 50.02499570697546 33.535751074552536 14.055603304877875 53.376720264554024 10.919662162661558 4.6765985265374175 16.376357242465019 4.0289446786046019 26.567525032907724 12.413733966648577 6.3879663981497279 9.4344917312264425 4.5132474750280371 5.1943067032843819 13.673568651080133 5.5611819401383382 4.5549173653125763 7.2717987671494475 14.240853443741797 12.001660153269766 23.47151938453317 3.1404027789831153
leaf_count=137 53 173 35 115 1175 71 231 26 169 257 514 345 59 72 190 53 173 34 66 50 10 73 56 34 15 85 45 111 181 25
internal_value=0.000260032 0.000927869 0.00117877 0.00181092 0.00156653 0.00189152 -0.00336108 -0.0115343 -0.000159713 -0.00475354 -0.00817473 -0.000897893 -0.00483334 -0.00269026 -3.92776e-05 -0.00374864 0.00179591 -0.000228636 -0.00684075 0.00370855 0.00115136 -0.000890053 0.00217735 0.0063317 -0.00179884 -0.00281903 0.00217891 -0.0055922 -0.00887833 -0.00567125
internal_weight=714.664 630.657 615.944 540.661 529.981 515.071 75.2829 17.434 213.7 84.0071 50.4714 57.8489 36.4158 31.9726 27.296 75.3744 138.326 88.3009 32.9555 55.3454 42.9317 38.4185 33.2242 23.7897 10.1161 71.3455 25.4601 45.8854 33.8837 26.6119
internal_count=4633 3488 3315 2576 2541 2426 739 257 1251 1145 888 482 374 321 249 571 680 511 239 272 238 228 155 105 49 518 116 402 291 206
is_linear=0
shrinkage=0.0156704


Tree=73
num_leaves=31
num_cat=0
split_feature=0 2 0 2 0 2 2 0 1 0 2 0 2 2 0 0 0 2 0 0 1 2 2 0 1 1 1 1 2 2
split_gain=18.6956 15.3052 14.8752 12.1157 8.05801 6.99285 7.58227 12.0174 8.23529 12.6231 10.1283 10.3997 6.13074 6.11279 6.70383 5.19393 5.06952 4.98127 4.83153 9.81208 4.7955 6.13023 5.41704 7.31356 4.758 4.75645 4.5367 9.16401 4.40708 4.71707
threshold=0.57212358910000016 42.783136484500005 0.41973294215000007 44.749265482150008 0.55788748840000013 42.684965421050009 42.154118731400011 0.49588335680000006 0.3584174126500001 0.49194634890000005 41.976795488650005 0.48735067810000005 42.686561923500008 49.247968080500009 0.58035687555000015 0.57161462230000015 0.55484865720000009 42.580420142950011 0.52507409960000018 0.56579144335000009 0.49284452560000008 40.00488309970001 40.858951393400005 0.58249753000000004 0.46112391845000006 0.48814406755000012 0.4995808509000001 0.50491003265000012 33.96174662340001 38.396531328800009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 20 16 6 8 17 9 28 11 -10 -7 -5 -15 -13 -3 -8 -9 -20 21 25 -23 -24 -25 -2 -16 -28 -4 -30
right_child=3 4 5 13 -6 12 7 18 10 -11 -12 15 -14 14 26 -17 -18 -19 19 -21 -22 22 23 24 -26 -27 27 -29 29 -31
leaf_value=-0.0052051151877040491 -0.0068276527145575798 -0.00085518583686156069 -0.0051925282797581273 0.0020835850727730833 -0.006171516738612143 0.0066028148285126789 -0.0030934188386571213 0.0053193236977528971 -0.0087816057643958709 0.0065959251335919273 0.0057908020585945488 0.00026679817105992946 0.00068775600853848099 0.0028873693656735603 -0.0079986389099143702 0.0060366662850818318 0.0068298815216429332 -0.010519141151209195 -0.0034882075117560847 0.0067203242504545934 -0.0064422337557437596 0.0038633415201052373 -0.008371035539005086 0.0057121619417291923 -0.0027504371856807101 0.0041791211330017442 0.0072012769626956883 -0.0069075953406596644 0.0043203389622220234 0.0014013514918816529
leaf_weight=13.060888182371853 13.497498273849486 155.00822788849473 3.2222523465752593 24.275087833404541 10.061684880405663 15.227150917053224 18.529222950339321 8.3395459949970263 4.3968363851308814 20.43454348295927 12.143455520272253 206.18876291438937 10.30221266672015 5.9404572024941471 6.9544425085186941 5.6202868372201911 3.0697474330663672 3.8212623149156562 10.512107215821741 4.813762553036212 19.359215419739485 6.2578603029251125 5.2181069776415816 3.6106800809502584 6.5680420994758606 1.5332191586494435 2.7215637341141701 3.9685151018202305 22.489766485989094 141.9717620164156
leaf_count=268 218 1021 23 121 117 56 103 23 40 53 33 940 45 32 73 14 14 30 68 10 512 30 45 18 50 16 8 71 71 510
internal_value=0.000156255 0.000512986 0.00103176 -0.00223332 -0.00103301 0.00119868 0.00103213 -0.00124897 0.00128417 0.00220164 0.000528347 0.000232775 0.00421583 9.784e-05 -0.00236344 0.0004199 -0.000705948 -0.00436299 0.00169202 -0.00028177 -0.00405766 -0.0027993 -0.000782505 -0.00267075 0.000251486 -0.0057049 -0.0046495 -0.00116802 0.00166614 0.00180052
internal_weight=769.118 669.213 501.074 99.9047 168.14 488.013 462.484 46.0159 416.468 188.118 228.349 216.206 25.5294 43.8601 19.585 211.809 158.078 22.3505 23.6654 15.3259 56.0446 36.6854 21.6547 15.3968 10.1787 15.0307 13.6445 6.69008 167.684 164.462
internal_count=4633 3439 2287 1194 1152 2019 1918 234 1684 657 1027 994 101 305 184 954 1035 133 101 78 889 377 143 113 68 234 152 79 604 581
is_linear=0
shrinkage=0.00592185


Tree=74
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 1 2 0 2 2 0 2 1 0 2 0 2 1 1 1 2 1 0 1 2 2 2 0 0 1
split_gain=9.04441 7.3885 7.08534 6.29482 5.7651 6.29346 6.12045 10.2533 5.34276 4.7563 4.70529 5.94171 4.76815 11.1227 8.52221 7.10662 4.69486 4.5852 4.28905 10.4315 4.11773 6.02824 5.32042 5.69562 4.65467 4.81145 9.25482 4.25776 4.93347 5.30515
threshold=0.50634711535000021 31.914316944300001 42.783136484500005 0.57212358910000016 42.684965421050009 0.34587287805000005 42.154118731400011 0.49588335680000006 40.00488309970001 42.982930821650008 0.41973294215000007 41.243661560350013 0.3584174126500001 0.49194634890000005 41.976795488650005 0.49588335680000006 42.580420142950011 0.49146732130000009 0.32467590790000006 0.33400197600000009 35.476804824450006 0.36880632320000012 0.50913146310000013 0.37820723930000005 38.238138001450004 41.600558339100012 41.835830569250014 0.51809826055000008 0.5218855723000001 0.39563186730000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 16 17 -4 11 -3 13 18 15 -14 -8 -5 -12 -20 -17 -22 -23 -24 -25 27 -27 -26 -29 -30
right_child=-2 2 9 8 5 -7 7 -9 -10 -11 12 -13 14 -15 -16 20 -18 -19 19 -21 21 22 23 24 25 26 -28 28 29 -31
leaf_value=-0.010821031990560949 -0.0094858547700935048 -0.014025899909182548 -0.0095162967764424438 -0.014820412842739923 0.011557180284342499 -0.0062982322153863589 -0.0066531548818668726 0.0031289019386331468 4.8959935179738353e-05 -0.00098225916404992087 0.011054978132423345 0.017692063405807316 -0.015131273752333514 0.013718168196778187 0.011770401547076412 0.006109957836157847 -0.022550974970954301 0.0090368069957767212 -0.015204930866111464 0.002835034111154348 -0.0091781178709804279 0.0089007855725261875 -0.011877999303205065 -0.0040026752610177602 0.01342822046229987 -0.023435148340698451 0.0049887092593040774 -0.010111811099750621 0.0088090037862676614 0.0010219396110726499
leaf_weight=9.7391816806048137 15.923402642831205 5.8107006214559069 11.763887545093892 9.6875290740281361 18.139231089502577 4.097927711904048 18.304514391347769 22.24638219922781 17.320073183625937 184.5569655187428 9.7333157956600171 1.2080561872571705 4.9516493901610366 17.224019438028336 11.525928460061548 20.928902342915535 3.7983229607343665 1.587771464139222 5.6483465880155554 139.06779081746936 11.327573195099829 12.211622346192597 6.5701435506343833 30.626134842634201 5.6370411664247504 3.6104384101927272 4.1921108514070511 5.5572583973407736 18.278143223375082 78.194626696407795
leaf_count=167 554 158 87 178 78 25 115 101 126 1307 25 33 43 53 33 86 34 27 42 523 54 38 43 199 15 29 22 26 69 343
internal_value=0.000210764 0.000433392 0.000593685 0.00143429 0.00180342 0.00826673 0.00147427 -0.00310788 -0.00448943 -0.00149363 0.00199227 -0.00856666 0.00218463 0.00379944 0.00088685 0.000266108 -0.00938516 -0.0114609 0.00269331 0.00213092 0.000652862 4.69092e-06 0.000635577 -2.55503e-05 0.000507472 0.0017037 -0.00816373 0.00241879 0.00181053 0.00249731
internal_weight=709.469 693.546 683.806 487.486 458.89 22.2372 436.653 44.3492 28.5954 196.321 392.304 7.01876 385.285 171.673 213.612 202.086 22.1028 11.2753 154.449 144.716 197.134 176.205 164.878 152.666 146.096 115.47 7.80255 107.667 102.03 96.4728
internal_count=4633 4079 3912 2518 2187 103 2084 250 331 1394 1834 191 1643 643 1000 967 149 205 590 565 924 838 784 746 703 504 51 453 438 412
is_linear=0
shrinkage=0.013013


Tree=75
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 2 1 0 0 0 0 1 1 0 1 2 2 0 2 0 0 2 2 0 0 0 0 1 1 0
split_gain=18.6105 19.0882 9.9775 9.6419 7.69217 8.03995 9.69822 16.4638 7.73949 7.22895 6.78341 13.3869 6.96219 6.54223 5.76377 6.02543 7.06847 5.68729 5.01824 4.93975 4.85525 5.50027 6.78047 4.55636 6.35426 7.10856 8.20355 7.39167 9.98641 5.04531
threshold=0.39170982905000007 0.47880302985000006 0.50634711535000021 0.39394030120000006 37.232443001650005 42.670715716450012 0.39563186730000005 0.53499895210000015 0.58887458460000019 0.54504356155000011 0.50730517050000012 0.37644082515000005 0.36510882910000009 0.63013083440000017 0.30560462260000004 31.914316944300001 35.119813570500007 0.50291907430000016 39.683197198900011 0.47847369840000004 0.47736594710000008 42.081757894750005 43.477771593600004 0.58035687555000015 0.57927906350000014 0.55788748840000013 0.5541600551000001 0.39814676205000005 0.42111014640000005 0.54284302865000023
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 6 -6 -8 23 -9 17 12 -12 -10 -1 -16 -17 -3 -14 20 -18 -22 -23 24 25 26 27 -7 -29 -30
right_child=2 10 -4 4 5 8 7 9 13 -11 11 -13 18 -15 15 16 19 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.010105349440392979 -0.011564939413539577 0.0031866995926747915 -0.0076754121465472235 -0.0054981680440690205 0.011826684872953191 -0.011317016347135684 -0.010081888781067859 0.0046591460013628207 0.0038361474677600389 1.1772867845199006e-05 0.0024702754779875003 0.0026330578015553263 -0.0018959575295347019 -0.007059570297820319 -0.011612918319934613 0.0071253397466292329 -0.0014169077843188748 0.0079388073224367379 -0.014612055304863016 -0.0080162572042181413 0.0055276649914990858 -0.0095046199387309252 0.0056062035126881815 -0.012502523780611409 0.0061403632559320249 -0.010422537935274345 0.01000580462552059 0.0031188769610907543 -0.012758155612706922 0.00055573350920353252
leaf_weight=5.8232286907732478 7.3342522308230391 193.96940439194441 21.108093442395329 26.755169369280338 6.9006017670035353 8.8264940939843637 11.583529077470301 42.090183645486832 22.954302497208122 92.374960161745548 5.066467352211478 57.527020737528801 3.968549132347106 6.006570652127265 4.2551625464111558 10.086785670369862 111.48668340593576 24.505687333643436 8.2642234489321691 8.0053742602467519 20.570443436503414 5.756432853639124 4.6277019679546356 5.2611759454011908 5.3932583779096595 12.997551836073397 4.063629873096942 16.201129335910085 7.3960510380566102 3.6835553720593452
leaf_count=137 91 678 554 306 17 127 111 126 100 515 17 209 17 36 75 40 741 66 68 44 57 40 14 55 22 147 17 81 108 17
internal_value=0.000286823 0.00145455 -0.00151333 -0.00104851 -0.000765446 -0.000250152 0.0010593 0.000550556 -0.00240872 0.00146649 0.0028925 0.000477186 -0.00669197 0.00157634 -0.00101746 -0.000696316 -0.000406956 0.00371973 -0.0104867 -0.000911963 -0.000512693 0.00274394 -0.00277046 -0.00421702 -0.00347265 -0.00444777 -0.00251459 -0.00392368 -0.00153161 -0.00833178
internal_weight=764.844 463.913 300.931 279.822 272.488 245.733 152.949 146.049 92.7837 134.465 293.301 74.8263 17.2992 28.9609 170.612 164.789 160.533 218.475 12.2328 150.447 142.441 30.9546 10.3841 63.8228 58.5617 53.1684 40.1709 36.1072 27.2807 11.0796
internal_count=4633 2203 2430 1876 1785 1479 769 752 710 641 1055 311 102 136 1148 1011 936 744 85 896 852 111 54 574 519 497 350 333 206 125
is_linear=0
shrinkage=0.00929464


Tree=76
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 1 0 2 0 1 0 2 0 1 2 1 2 1 1 0 2 1 0 1 1 1 0 0 1 1
split_gain=8.43521 6.475 6.35856 11.4717 5.24056 5.00841 4.41097 4.20962 9.34965 5.11021 10.3441 6.2319 6.57553 4.8275 3.94384 6.69051 10.1248 8.38051 5.55314 7.80572 5.68057 5.45979 12.5083 4.78455 5.21329 5.98247 4.75179 4.62909 3.88299 3.67573
threshold=0.50634711535000021 31.914316944300001 42.686561923500008 42.684965421050009 0.58887458460000019 0.47634801355000006 0.41973294215000007 42.154118731400011 0.49588335680000006 0.3584174126500001 0.49194634890000005 41.976795488650005 0.48735067810000005 0.3447651268000001 38.396531328800009 0.34515433670000012 40.250747516500006 0.34560342505000002 0.32467590790000006 0.47396784530000008 40.518963363600001 0.34479506600000004 0.47774018740000007 0.34608245260000009 0.34545372890000009 0.34560342505000002 0.48119816770000007 0.47811442770000007 0.49284452560000008 0.38045268105000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 3 4 6 -6 -3 9 13 10 14 12 -11 -9 -8 18 17 -17 -16 -20 -21 -22 -23 24 27 -26 -27 -18 -7 -1
right_child=-2 2 -4 -5 5 28 7 8 -10 11 -12 -13 -14 -15 15 16 23 -19 19 20 21 22 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.019673166219848014 -0.0093464277880856272 -0.008784411958702663 -0.0013288957410680406 0.014206452535398394 -0.015825237580444663 0.0067933363636934136 0.007701513604463508 0.0051531056124268513 0.0032257668624758383 -0.018098372935073416 0.013585307219041175 0.0099564951072708217 0.00042291451647259146 -0.011356571799906921 0.0086705660747821052 0.0017349490607673427 -0.00034563720757898925 -0.021109093103664153 -0.016992722251718842 0.0047454896257878671 0.00085491912062940186 0.0028706030767873762 -0.024968230192144274 0.011279560731520775 -0.011246439760507236 0.011634936691464983 -0.0033078436994884329 0.011378639997141626 -0.0147153222676367 -0.0032518619408122098
leaf_weight=4.0921677928417903 15.494838710874317 7.2830217648297539 207.89298332482576 11.755779743194578 6.0519935898482782 4.9131606332957745 22.276128768920898 3.6655483245849636 25.011598497629166 3.3453892767429343 16.288643687963486 11.701239377260206 210.09996245987713 17.902812741696835 7.2485651671886435 7.0164301916956884 8.512991815805437 4.5464424043893814 6.4814900085330001 15.256495073437689 11.145135365426542 5.1505825817584974 6.0054731220006943 20.684943065047264 6.7802581861615208 6.8300774842500669 7.8665268868207932 18.055028460919857 2.0408572107553482 5.4741795491427183
leaf_count=81 554 207 1445 56 94 52 80 15 113 35 53 37 1057 118 20 26 38 30 49 51 40 17 40 65 34 17 33 50 40 86
internal_value=0.000217589 0.000431934 0.00058218 0.00142051 0.00109528 -0.00710666 0.00133278 0.00149954 -0.00222722 0.00193869 0.00365297 0.000643188 0.000132625 -0.00855075 0.00260144 0.00173801 0.00410013 -0.00724717 -0.00195996 -0.00370968 -0.00141737 -0.00563345 -0.0121155 0.00600916 0.00374008 -0.00106196 0.00363664 0.00762192 0.000481 -0.0102764
internal_weight=706.871 691.376 681.81 473.917 462.161 13.006 449.155 441.872 46.58 395.292 170.145 225.147 213.445 21.5684 153.857 131.58 80.2927 11.5629 51.2877 44.0392 37.5577 22.3012 11.1561 68.7298 48.0449 21.4769 14.6966 26.568 6.95402 9.56635
internal_count=4633 4079 3912 2467 2411 186 2225 2018 246 1772 643 1129 1092 133 590 510 293 56 217 197 148 97 57 237 172 84 50 88 92 167
is_linear=0
shrinkage=0.0131069


Tree=77
num_leaves=31
num_cat=0
split_feature=1 0 1 2 1 1 0 1 1 0 2 2 2 0 2 0 1 0 1 2 0 1 2 1 2 0 2 2 0 1
split_gain=9.17972 9.8206 8.33342 6.09613 5.94037 11.5577 5.20329 4.99275 4.55515 4.3892 5.4569 4.22999 7.39099 4.16624 5.35208 4.13179 11.9828 6.02795 5.14862 5.28682 3.90607 7.6324 7.45872 12.9377 10.196 9.1077 8.87526 5.64257 5.13051 5.47754
threshold=0.39170982905000007 0.47880302985000006 0.39394030120000006 37.232443001650005 0.39563186730000005 0.39814676205000005 0.53998383280000006 0.50056884525000012 0.30560462260000004 0.47847369840000004 40.518963363600001 48.109449608500007 48.914776625700007 0.56859076075000015 35.374259656300005 0.50730517050000012 0.37644082515000005 0.50291907430000016 0.36510882910000009 39.683197198900011 0.47943175355000006 0.34587287805000005 41.243661560350013 0.35331277505000008 42.684965421050009 0.48389269780000005 43.276780833950006 43.182896969600009 0.48654231910000006 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 13 -5 6 -6 -7 -1 -10 -11 -9 -13 14 -4 17 18 20 -17 -20 21 -3 -22 24 28 27 -27 -26 29 -24
right_child=2 15 3 4 5 7 -8 11 9 10 -12 12 -14 -15 -16 16 -18 -19 19 -21 22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-0.01133263332460395 -0.012969852925526874 -0.0016598534744207535 0.0036069251731883157 0.0082163700550935727 -0.012858070776133122 0.00020519638073427472 0.0089211123315550873 -0.0097197982141444365 -0.00022506124489638231 0.00080879761883085178 -0.017079415752164248 0.018077719016082034 -0.0065557811163889351 -0.011466893411212377 -0.0083855969305098744 0.0016161153149385364 0.0025466432565502527 0.0083359717707791759 -0.0013529336637661477 -0.016445419983875449 0.0044376183997054267 0.013315398071493649 -0.010340082351826938 -0.016204998203489345 0.010158127984354656 -0.014134820363161976 0.0048014132599195113 -0.00087201868690888699 0.0021997912826927837 -0.00039537997387646196
leaf_weight=4.6063665244728318 6.7400853168219319 6.2646033242344883 7.9571216031909051 8.461974445730446 11.61116202175617 204.89954544603825 1.3795407637953747 10.948383552953603 146.83231609687209 3.704028144478797 3.9728984907269478 1.9918223246932019 4.379086684435606 9.5593018028885108 8.8190098628401739 4.7359604015946415 56.064256966114044 22.452866867184639 3.8922409638762456 7.9124378934502602 75.370734915137291 9.8258466869592649 13.704031504690649 5.2847671285271636 23.125633962452415 4.9556843489408475 6.3432079032063484 6.7302872836589804 13.933387927711008 11.408397898077963
leaf_count=137 91 26 49 39 172 1212 14 385 967 13 31 15 80 296 77 17 209 66 17 68 263 26 71 34 86 29 20 25 53 45
internal_value=0.000181438 0.00114876 -0.00132547 -0.0010348 -0.00051108 -0.000825061 -0.0105452 -0.000256829 -0.000943386 -0.000633653 -0.00844856 -0.00572291 0.00114572 -0.00588057 -0.0026974 0.00237262 0.000207151 0.0031611 -0.00772252 -0.0114691 0.00250446 0.00748498 0.00200626 -0.000137423 0.000921339 0.00460342 -0.003504 0.00767165 -0.00295962 -0.00582227
internal_weight=707.867 431.12 276.747 270.007 243.672 235.21 12.9907 222.219 159.116 154.509 7.67693 17.3193 6.37091 26.3354 16.7761 272.004 72.6049 199.399 16.5406 11.8047 176.947 16.0905 160.856 85.4854 80.2006 41.1548 11.2989 29.8559 39.0458 25.1124
internal_count=4633 2203 2430 2339 1917 1878 186 1692 1148 1011 44 480 95 422 126 1055 311 744 102 85 678 52 626 363 329 160 49 111 169 116
is_linear=0
shrinkage=0.0106021


Tree=78
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 1 1 1 0 0 0 0 1 0 1 0 1 1 1 1 0 2 2 2 1 2 1 1 2
split_gain=30.6052 30.6098 11.7765 14.0225 11.6124 9.56279 6.66063 6.54947 11.8506 6.48578 5.73522 6.32577 5.68554 5.59746 5.55585 7.59847 6.73629 5.38295 5.20183 4.55726 4.32946 5.49056 9.17909 6.74044 6.83487 5.03576 6.45373 5.3912 11.4208 8.67545
threshold=0.39078171310000004 0.47721625100000004 0.50634711535000021 0.53146612375000013 37.232443001650005 0.54504356155000011 0.41917906650000009 0.3447651268000001 0.33894194785000004 0.52324780695000006 0.45995628875000011 0.39587138110000003 0.54353163080000011 0.40437412050000004 0.45995628875000011 0.35696536035000009 0.47673722340000008 0.39670967935000007 0.39670967935000007 0.38045268105000002 0.39019789825000006 0.50913146310000013 36.654713368950006 43.735142172100005 42.243697547450004 0.34575312120000007 38.911218973650008 0.34545372890000009 0.34542378970000004 41.873095646600007
decision_type=2 2 2 2 2 2 2 2 2 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 17 12 13 8 10 20 11 -1 -6 18 -9 16 -16 -5 -7 -11 21 25 -23 24 -24 26 -3 28 29 -28
right_child=2 9 -4 4 5 6 -8 14 -10 19 -12 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0044536589305234527 -0.0030503974867404512 0.006465391145488348 -0.0043044936495600641 0.0031459469522110493 0.00082662663297145152 -0.0060630424313955151 -0.00024553998013480987 -0.0049522764242832642 0.0025752101737631932 -0.0058527532944875928 -0.0072444275725073821 -0.00015855091081208781 0.0040662064447428738 -0.007736563675265591 -0.0048576218317819761 0.0036290816517544678 3.0935071825773649e-05 -0.0041804372334866393 0.0041591767740134233 0.00024769029909217405 0.0050998433647819561 0.0041881312655011414 -0.0014705810969932072 -0.0071875036491357274 0.0052079118481434703 0.0026670600890195246 0.0020335866276755608 -0.00094813274166784028 0.006448270418718623 -0.0016280497903751496
leaf_weight=10.513752199709414 51.439581423997879 5.6811031699180594 23.906974598765373 2.7561029940843609 47.998147033154964 2.2354148738086206 149.03191498294473 15.11062980443239 26.249508485198021 4.0328072607517234 3.898968279361724 41.824061304330826 18.348020359873772 5.5516457222402096 14.02305117249489 6.1614339351654044 13.609436050057409 22.658930733799934 2.6845635697245598 11.720714405179022 10.275758266448973 10.236483208835123 21.764841139316566 4.0375515595078459 4.5374836623668662 157.03079941868782 54.973550409078598 25.432472631335258 10.637610360980032 22.279585778713226
leaf_count=188 479 11 554 8 180 28 832 221 89 27 32 249 47 45 114 22 58 269 21 48 23 25 100 37 10 513 173 106 23 101
internal_value=0.000205997 0.00100932 -0.00095992 -0.000695772 -0.000213727 0.000143244 -0.000513668 -0.00102194 -0.000170982 0.00178824 -0.00145282 -0.00102136 0.00172253 -0.00432965 -0.00245722 -0.00134158 -0.00244993 -0.00338594 -0.000485336 -0.00131399 0.00193774 0.00183512 0.000134947 -0.00123257 -0.000318457 0.00208504 0.00131703 0.00105894 0.00163971 0.000977581
internal_weight=800.643 474.032 326.611 302.704 251.265 225.85 159.504 131.391 82.4863 342.641 56.2368 52.3378 66.3462 10.4716 48.9046 33.7939 27.6325 25.415 4.91998 15.7535 326.887 316.611 40.5764 30.3399 26.3023 276.035 119.004 113.323 87.8907 77.2531
internal_count=4633 2170 2463 1909 1430 1153 926 973 558 1197 469 437 227 94 415 194 172 277 49 75 1122 1099 172 147 110 927 414 403 297 274
is_linear=0
shrinkage=0.00494996


Tree=79
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 1 1 1 1 2 0 0 1 0 2 0 2 1 0 0 0 2 2 0 2 0 2 2 2 0
split_gain=14.5428 15.9235 8.07672 9.14517 7.12897 6.21274 8.10423 6.39385 6.72709 5.67995 5.45941 5.32014 4.74513 4.85695 10.3592 5.19775 6.02629 14.7265 18.0172 6.17776 8.61661 6.25913 5.55351 9.09684 5.1878 5.63393 6.0055 5.10255 7.58149 5.09771
threshold=0.39078171310000004 0.47721625100000004 0.50634711535000021 0.53146612375000013 37.232443001650005 0.3447651268000001 0.33894194785000004 0.32467590790000006 0.30560462260000004 40.408647214050006 0.52324780695000006 0.54504356155000011 0.39019789825000006 0.50913146310000013 36.654713368950006 0.50291907430000016 38.621016321050007 0.35585760905000008 0.47976108500000009 0.47938684470000009 0.47787491390000009 40.518963363600001 41.257948413050009 0.48368312325000012 43.157831852650006 0.48654231910000006 42.527280425250005 43.735142172100005 42.243697547450004 0.48588365620000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 -2 -5 6 7 8 -1 -7 12 -6 13 15 -15 16 -3 19 -19 20 -18 -22 29 -24 25 -25 -27 28 -16 -21
right_child=2 10 -4 4 11 9 -8 -9 -10 -11 -12 -13 -14 14 27 -17 17 18 -20 22 21 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0080521104968747093 -0.0038579959835168213 0.0050451115448166247 -0.005851975854594637 -0.0042058021059106646 0.0020707122210701779 -0.010128992908340151 0.0035211157883511014 -0.0065386017175542901 0.00088571310570601154 -0.0023768478318935879 -0.0024011385084981348 -0.00051902001833505757 0.007287466069622532 0.0060707693529446658 -0.0033369852504198227 0.0054268924097182845 0.0032837043570112649 0.0081023188815452524 -0.011099092541718512 0.002862918395207123 0.0014105089634858074 -0.0062521627217504913 0.003542238342904791 -0.0075581815306507722 0.0037835874150273278 0.0028627501667496148 -0.0069087354515337453 -0.010706407747078364 0.0073994743675851703 0.0078395168022798063
leaf_weight=5.3589867874979964 44.619726261124015 30.881365247070789 18.488189037889242 22.092190815135837 62.402079172432423 6.0507611446082583 25.349228270351887 11.423829711973665 36.734583385288715 39.615068539977074 15.440121620893477 149.83582224324346 9.6350480839610082 10.05955185741186 21.216165766119964 27.217182286083698 20.152884654700756 3.7152402997016898 10.06979466229677 27.717951938509941 9.6908425092697161 15.214945718646048 58.874834388494492 9.4180093109607714 8.3543481975793821 10.820829071104525 5.1581556126475325 3.8339934051036826 4.4123164117336264 19.454125359654427
leaf_count=137 479 90 554 277 227 83 89 103 229 332 75 926 23 25 100 80 68 9 60 90 32 90 214 50 25 38 25 37 10 56
internal_value=0.000194337 0.00104572 -0.00108191 -0.000765762 -0.000176957 -0.00121655 5.00445e-05 -0.00159407 -0.000252173 -0.00340401 0.00192245 0.000242412 0.00214068 0.00197329 -0.000458688 0.00234767 0.00198253 0.00150641 -0.00592407 0.00206051 -0.00033914 -0.00327062 0.00283395 0.00177397 -0.00131054 -0.00298626 -0.000291571 -0.00268808 -0.00148855 0.00491531
internal_weight=743.308 445.87 297.438 278.95 234.33 124.532 78.8666 53.5174 42.0936 45.6658 321.338 212.238 305.898 296.263 39.522 256.741 229.523 198.642 13.785 184.857 45.0587 24.9058 139.798 92.6262 33.7513 25.397 15.979 29.4625 25.6285 47.1721
internal_count=4633 2170 2463 1909 1430 973 558 469 366 415 1197 1153 1122 1099 172 927 847 757 69 688 190 122 498 352 138 113 63 147 110 146
is_linear=0
shrinkage=0.00745228


Tree=80
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 0 1 1 2 0 2 1 2 2 1 1 2 0 1 2 1 2 2 2 1 1 2 0 0 2
split_gain=8.99174 9.74615 8.04671 6.04751 5.11905 4.88089 4.34451 7.77231 7.11114 4.95516 4.0581 5.02364 4.39145 9.445 4.01294 4.72758 6.6853 3.94702 8.97087 6.44448 4.67989 7.90906 3.83564 6.78706 3.68828 7.45186 4.51407 8.99165 3.47021 3.46656
threshold=0.39170982905000007 0.47736594710000008 0.39394030120000006 0.50634711535000021 33.036871954450007 0.5116313883000001 0.39563186730000005 0.39814676205000005 36.558960102350007 0.53998383280000006 51.757767929250001 0.4995808509000001 37.232443001650005 33.361153777850006 0.30560462260000004 0.3447651268000001 40.408647214050006 0.45995628875000011 0.35696536035000009 41.909642283050012 0.34518427590000006 43.847983878700006 48.109449608500007 48.914776625700007 0.33894194785000004 0.32467590790000006 37.572218886150004 0.4560492201000001 0.43572048740000008 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 14 -2 4 -4 -6 -7 8 -8 -10 12 -12 13 -9 -1 24 -17 -18 19 -19 21 -21 -5 -24 25 28 27 -27 -16 -26
right_child=2 -3 3 22 5 6 7 10 9 -11 11 -13 -14 -15 15 16 17 18 -20 20 -22 -23 23 -25 29 26 -28 -29 -30 -31
leaf_value=-0.015372990220752811 -0.017522845166335153 0.0029509283089997119 -0.016299861527225266 -0.015083940020020741 -0.01725404914859863 0.0085317459346377356 0.013743404096567845 0.023579762715616254 -0.017800346739873185 0.01050299635163443 -0.016963441452539755 0.009411712295920447 0.0008561062249080975 -0.012114352519667431 0.0002209523658435077 -0.019790458706731285 -0.01169711486413289 0.005499281630738595 0.015925475257043204 -0.012014310995095786 -0.014969496469294772 0.018584116103730786 0.018697313898878385 -0.015519902936659568 0.0018733450049222785 -0.020613021591821098 -0.01946330525685578 0.021961783615453576 0.014707927641260339 0.013597915643435383
leaf_weight=4.4105262458324423 6.577133569866418 307.11724849790335 4.3858155570924273 10.480633286759256 3.6012792810797682 11.00104897841811 2.1307038664817801 1.7700537964701641 11.675798412412403 1.4477159157395352 5.8792047407478085 2.0204972848296165 200.60387435927987 12.06785513460636 31.772240785881877 5.5220197550952426 8.5025982372462732 9.7038422524929064 5.6331304460763922 4.5364445596933392 11.06073512136936 2.8729828223586082 2.261761210858821 2.5885023474693298 16.678066506981853 2.1529134698212129 6.505897119641304 1.9855784773826597 3.8614550977945319 7.6639749705791465
leaf_count=137 91 1210 95 468 51 50 12 9 175 14 108 7 1093 171 220 84 159 35 14 38 94 9 15 71 71 37 63 3 9 20
internal_value=0.000268514 0.00157683 -0.00175147 -0.00136998 -0.000843955 -0.000575171 -0.000333554 -0.000744031 -0.0107082 -0.0146781 -6.04196e-05 -0.0102175 0.000313751 -0.0075486 -0.00185799 -0.00135476 -0.00485763 -0.00290868 -0.000698362 -0.00402214 -0.0090245 -0.000149864 -0.0101738 0.000436173 0.00101776 -0.00137394 -0.0119685 -0.00018635 0.00179084 0.00556477
internal_weight=708.472 429.98 278.492 271.915 256.584 252.198 248.597 237.596 15.2542 13.1235 222.341 7.8997 214.442 13.8379 122.862 118.452 47.8318 42.3097 33.8071 28.174 18.4702 7.40943 15.3309 4.85026 70.6201 46.2781 10.6444 4.13849 35.6337 24.342
internal_count=4633 2203 2430 2339 1785 1690 1639 1589 201 189 1388 115 1273 180 993 856 433 349 190 176 141 47 554 86 423 332 103 40 229 91
is_linear=0
shrinkage=0.0144301


Tree=81
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 2 0 2 2 1 0 1 1 1 0 2 0 1 2 2 0 1 0 2 2 0 1 0 2 2
split_gain=7.44356 8.40043 5.54712 5.21707 4.85036 4.81858 4.39804 4.1951 6.65508 3.93157 4.07793 6.2402 3.81828 12.7798 3.56202 5.52245 3.44574 4.08805 3.99409 4.78525 5.53328 3.98169 4.68423 4.48596 10.0816 7.32667 4.06501 3.88983 3.28958 5.53946
threshold=0.39078171310000004 0.47880302985000006 37.232443001650005 0.53017873715000008 0.50634711535000021 44.279556297950009 0.51017933595000009 44.202975721700007 43.968221017800005 0.30560462260000004 0.47847369840000004 0.34515433670000012 0.39563186730000005 0.39431454150000006 0.56859076075000015 35.374259656300005 0.54504356155000011 0.43584024430000007 41.362929270750008 40.806664626150003 0.55131582885000008 0.43837010870000009 0.56915960600000015 39.476991512000005 40.165165956550005 0.57161462230000015 0.4830394299500001 0.54353163080000011 48.109449608500007 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 9 14 7 16 -3 -7 8 12 -1 -11 -12 13 -4 15 -2 27 18 19 20 -18 22 -19 25 -25 -23 -27 -5 -6 -30
right_child=2 5 3 4 28 6 -8 -9 -10 10 11 -13 -14 -15 -16 -17 17 21 -20 -21 -22 23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.020599229736348864 0.0064117573603222492 0.0047323417725247023 -0.015088610813279077 0.0015610855823236433 -0.020294818671874926 0.0030164592232087952 -0.018858450105033873 -0.02124595701992878 0.018851906182893806 -0.00036923727606418677 -0.035069353344440529 0.00057300705817823637 -0.01785321769712955 0.025907655258009539 -0.020884795338747392 -0.015659717992939547 0.0054815114410186822 0.00056949604761800466 -0.015904559537301841 0.012991078560109032 -0.019495334851137174 0.01581338505025446 0.02249391724772818 -0.029665118350938737 -0.000996881729937214 -0.023028966768891497 0.015601023326350735 0.012775622166121778 0.021124912169887006 -0.02077576008051012
leaf_weight=4.0141302105039349 7.8850435279309812 247.1822772398591 8.9090996123850399 46.929231867194176 7.3451187089085561 7.6018878743052465 6.4137892052531242 7.4346804097294799 3.8751761317253104 145.21324702724814 3.3069001808762541 4.2467507794499397 9.8684786930680257 4.2513472884893408 8.6572441551834327 9.4124938882887346 6.1731412857770973 8.6372158378362638 12.383474361151455 5.8226988166570655 7.3591523170471191 12.849090412259104 6.4373706281185141 4.9436143599450579 76.305165026336908 3.5765976049005976 1.448609437793493 15.597062863409517 2.4195836633443832 2.3580479472875595
leaf_count=137 50 934 91 195 352 29 59 184 11 967 24 20 130 10 296 85 24 33 122 17 66 41 18 56 481 53 15 47 15 71
internal_value=0.00032042 0.00196633 -0.00212888 -0.0012565 -0.000158401 0.00410312 -0.00699384 -0.00831043 -0.00473583 -0.00159358 -0.00109419 -0.0150308 -0.00870503 -0.00184519 -0.0106972 -0.00559849 0.000537285 -0.00109993 -0.00727639 -0.00175603 -0.00810143 0.000616672 0.00993198 -0.000799996 -0.00274121 0.00802393 -0.0118932 0.00435853 -0.0121214 0.000444416
internal_weight=698.858 417.979 280.879 254.924 220.585 261.198 14.0157 34.3388 26.9041 156.781 152.767 7.55365 23.0289 13.1604 25.9548 17.2975 208.462 145.936 31.7385 19.355 13.5323 114.198 15.0746 99.1231 81.2488 17.8743 5.02521 62.5263 12.1228 4.77763
internal_count=4633 2170 2463 2032 1606 1022 88 426 242 1148 1011 44 231 101 431 135 1168 926 229 107 90 697 51 646 537 109 68 242 438 86
is_linear=0
shrinkage=0.0194548


Tree=82
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 1 2 2 1 0 0 0 0 1 0 1 1 0 2 1 0 2 2 0 0 0 0 1 1 2
split_gain=17.8489 19.3429 11.1358 9.07227 8.99999 8.6546 6.25716 6.10958 8.91021 14.8134 8.5116 6.90895 5.70247 5.63842 6.72884 5.56135 4.71598 5.38075 5.77872 5.36925 4.63475 4.5576 4.50801 4.50024 5.83065 7.4712 8.27868 7.04875 9.56876 5.28894
threshold=0.39170982905000007 0.47697673720000006 0.34482500525000009 0.50634711535000021 0.39394030120000006 0.33894194785000004 37.232443001650005 42.670715716450012 0.39563186730000005 0.53499895210000015 0.58887458460000019 0.54504356155000011 0.63013083440000017 0.32467590790000006 0.39587138110000003 0.3975479776000001 0.31753540315000006 0.41160444300000004 35.887362732750006 0.31118828780000007 0.3733870243500001 37.572218886150004 41.542492784600007 0.58035687555000015 0.57927906350000014 0.55788748840000013 0.5541600551000001 0.39814676205000005 0.42111014640000005 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 5 4 -2 13 15 8 -8 -10 23 22 -12 14 20 -6 17 19 -19 -16 -1 -15 -11 24 25 26 27 -9 29 -29
right_child=3 -3 -4 -5 6 -7 7 10 9 11 12 -13 -14 21 16 -17 -18 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.005239431447695838 -0.0082598666021517497 0.0018709070006184087 -0.0044516519096275339 -0.0054888066405246322 0.0026784145604007298 0.0031004159581071249 0.0080732295026163334 -0.0081910471181514885 -0.0071333336559808455 0.0013828440597281669 0.0029082191155089887 -0.00013425470821368926 -0.0044914336696101047 -0.00030494754384402967 -0.001084153824493439 -0.0052073123353449128 0.0045233792621079483 0.0039097407367286868 -0.0089430726052962314 0.0076373655426680634 -0.0078139471499660031 -0.0091690150816455939 0.0059135802533459977 -0.0089807237830810856 0.0042284950350828963 -0.0075203641469394509 0.0073558845756329407 0.0059100645322911925 -0.0059825127240084293 -0.0018179875599319338
leaf_weight=1.4780151769518832 7.0082759018987408 345.24567998200655 35.264047672972083 19.421036118641496 5.0186979398131397 28.049400955438614 6.9249355047941199 8.1502950675785524 11.304848052561281 25.336284160614014 23.389647938311104 93.257784340530634 5.9026101976633063 4.2532589212059957 10.610159397125246 20.911787580698729 11.23214367777109 2.2033551335334769 5.6237891465425491 4.5706412121653548 7.3653604201972485 6.8575537949800491 16.353367038071156 5.1806869544088832 5.3869090974330893 13.093623392283915 4.1322570592164984 8.4268706589937263 10.673066563904284 7.6425155103206626
leaf_count=18 91 1272 359 554 24 103 17 127 111 85 100 515 36 40 62 282 33 14 64 14 161 63 41 55 22 147 17 22 125 59
internal_value=0.000242011 0.0010685 -0.00128901 -0.00104351 -0.000733069 6.70526e-05 -0.000538482 -0.000206085 0.000616855 0.000263801 -0.00157658 0.000883476 0.00141713 -0.00150293 -0.000400992 -0.00368107 0.000950128 -0.000794282 -0.00532498 0.00154172 -0.0056323 -0.00577582 0.00316009 -0.00297549 -0.00243447 -0.00312315 -0.0016478 -0.00271408 -0.00104487 0.00223464
internal_weight=760.269 462.753 117.508 297.515 278.094 82.2437 271.086 245.156 153.177 146.252 91.9785 134.947 29.2923 54.1943 43.0835 25.9305 34.2401 23.0079 7.82714 15.1808 8.84338 11.1108 41.6897 62.6862 57.5055 52.1186 39.025 34.8927 26.7425 16.0694
internal_count=4633 2203 931 2430 1876 572 1785 1479 769 752 710 641 136 469 366 306 187 154 78 76 179 103 126 574 519 497 350 333 206 81
is_linear=0
shrinkage=0.00672725


Tree=83
num_leaves=31
num_cat=0
split_feature=1 0 1 2 1 2 1 0 2 2 2 2 1 0 0 0 1 1 0 1 0 0 1 1 2 0 2 2 2 2
split_gain=6.95097 7.774 6.98683 5.37269 4.46365 3.60543 4.63713 4.3861 3.57095 5.55264 3.77467 5.87017 5.57356 9.21275 6.8009 5.62216 7.69963 9.50786 5.42885 5.83856 4.30723 3.93728 3.4157 6.49491 5.44945 3.98089 3.26919 8.24451 3.17863 4.60467
threshold=0.39170982905000007 0.47736594710000008 0.39394030120000006 33.036871954450007 0.50634711535000021 51.757767929250001 0.4995808509000001 0.5116313883000001 31.914316944300001 35.119813570500007 48.823707093150006 48.96897326980001 0.31118828780000007 0.41160444300000004 0.3733870243500001 0.45798030000000006 0.32467590790000006 0.31753540315000006 0.47550971530000002 0.34007963835000005 0.47673722340000008 0.39672464895000009 0.39563186730000005 0.39900002995000006 36.558960102350007 0.53998383280000006 36.772607578000013 33.361153777850006 48.109449608500007 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 8 -2 -4 5 7 -7 -5 -1 -10 12 -12 14 -14 -11 16 17 -15 19 -17 -20 -13 -9 24 -24 -26 27 -25 -6 -30
right_child=2 -3 3 4 28 6 -8 22 9 10 11 21 13 15 -16 18 -18 -19 20 -21 -22 -23 23 26 25 -27 -28 -29 29 -31
leaf_value=-0.020537131336406708 -0.020392182945864232 0.0031194800844890408 -0.018877604849912549 -0.020188452170670886 -0.017826757053322283 -0.019787562305127415 0.010377151615339945 0.0096066012433164635 0.011621808351798954 0.021261892599185133 0.019296062641589708 -0.015709367761824036 0.025097313679248535 -0.023436094347486315 -0.022576044952741431 -0.011959757943431258 -0.020335234843707393 0.0093794151635982273 -0.013896294239296511 0.0083000171607515074 -0.00062276153500042449 0.0081267845466670239 0.014242449616916097 0.024035731117111814 -0.017790778380454099 0.01230499727905702 0.00089941771266714222 -0.016168185795576523 0.01558145396399971 -0.018227838005984577
leaf_weight=2.9913411270827046 5.8557450529187909 303.70624255016446 5.1042440999299279 3.194804932922124 7.79730226844549 5.8351705633103839 2.0176808387041092 10.500338137149809 8.7043289784342033 1.2022732309997062 5.6035202443599692 3.9813709110021573 3.4195062294602385 3.7872286215424564 7.766280110925436 5.1073570549488094 12.004578303545712 8.2683564275503141 11.818910516798498 23.164344154298306 18.3714439868927 4.1781522482633591 2.2087393477559116 1.8248166441917408 12.700112942606209 1.4395552985370148 198.99427960626781 8.4449733234941942 2.5635258108377457 2.2039791103452444
leaf_count=75 91 1210 162 51 401 119 7 41 40 16 12 24 15 50 179 38 231 26 98 90 80 19 13 9 190 13 1108 139 15 71
internal_value=0.000286827 0.00165749 -0.00186055 -0.00145079 -0.00110831 -0.00060133 -0.0120372 -0.000226065 -0.00203131 -0.00155969 -0.00261548 0.00577895 -0.00383276 -0.00249005 -0.0166994 -0.0036332 -0.0106118 -0.000929486 -0.00076115 0.00464004 -0.00581908 -0.00350387 4.40431e-05 -0.000401013 -0.0108129 -0.0147267 0.000412397 -0.00902444 -0.011081 -4.83093e-05
internal_weight=694.761 424.075 270.685 264.83 259.725 247.16 7.85285 239.308 120.369 117.378 108.673 13.763 94.9103 85.9417 8.96855 82.5222 24.0602 12.0556 58.4621 28.2717 30.1904 8.15952 236.113 225.612 16.3484 14.1397 209.264 10.2698 12.5648 4.7675
internal_count=4633 2203 2430 2339 2177 1690 126 1564 993 918 878 55 823 628 195 613 307 76 306 128 178 43 1513 1472 216 203 1256 148 487 86
is_linear=0
shrinkage=0.017152


Tree=84
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 0 0 0 2 2 1 2 1 1 0 1 2 0 0 1 1 0 0 0 1 0 1 1 1 2
split_gain=16.3734 13.5266 16.4084 10.4172 7.35198 13.6567 12.1281 8.96586 6.35665 5.95905 8.45318 7.43199 7.29602 7.71645 6.47631 5.73692 5.63071 5.545 5.34793 9.33877 5.33086 5.3029 5.10464 5.68755 12.6035 5.85956 4.8934 4.87654 5.30699 6.2592
threshold=0.4529056016000001 44.461493122800007 0.43572048740000008 44.749265482150008 0.37227927305000003 0.5116313883000001 0.50291907430000016 0.47938684470000009 37.995872310650007 40.300545846000013 0.38906020780000011 40.371455563000005 0.39995808510000008 0.39563186730000005 0.54504356155000011 0.43584024430000007 42.081757894750005 0.5641597557000001 0.4413939702500001 0.3298553935500001 0.34458549145000011 0.47943175355000006 0.68131193680000013 0.60710757165000018 0.48616807880000007 0.61797550970000004 0.49585341755000006 0.44922307715000004 0.37820723930000005 48.109449608500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 17 7 6 8 18 -6 10 -7 -11 13 -13 -14 16 -16 -2 -4 -20 -21 -9 23 24 -5 -25 -27 28 29 -3
right_child=3 27 4 22 5 9 -8 21 -10 11 -12 12 14 -15 15 -17 -18 -19 19 20 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.0044979010586254035 0.00094682556959583468 -0.0036331005826127751 0.0062440070681430331 0.0036806450912444046 0.0068711458302937603 0.0035504548175067335 -0.011969320823329964 0.0081519520120279174 -0.005816291279651704 0.0098127171346321807 -0.0012646875142287785 0.00092962441249696257 0.0047169192141702301 -0.0070089661453131176 -7.7814048021899863e-05 0.0025390390311462487 -0.0093989993219680615 -0.004984754179003857 -0.0092713391157108575 0.0031959317252551471 -0.00040008970180863634 0.0025606949077788595 -0.007757058330990909 0.0078577086112263175 -0.0091210497516948999 -0.0070233506572494556 0.0033131456880047417 0.0061453732786502235 -0.0043627112785292327 0.0016749255862846513
leaf_weight=24.042388034984469 8.5407879501581174 18.817025516182184 6.8584961593151084 8.1428939402103406 3.5327978730201703 20.840899735689163 7.6290778592228889 8.1976286172866804 3.8022199235856533 5.2178782150149337 89.579805877059698 17.424411937594417 34.708759635686874 8.4229117631912214 11.130806535482405 29.873153738677502 4.1169332042336455 50.659731406718493 4.7718633711338034 25.229297280311584 78.91338599100709 194.60335139930248 3.1731775365769854 8.6798103302717227 6.3456289134919635 3.0227654948830587 7.142606008797884 3.2656011879444113 33.713308123871684 22.766601629555225
leaf_count=416 40 175 22 27 9 61 62 22 32 11 521 99 96 90 47 108 37 873 45 81 393 674 69 30 64 18 50 9 364 88
internal_value=0.000266871 0.00064996 0.0010098 -0.00236475 0.00124845 0.000338239 -0.00595795 0.00192353 0.000294417 0.000763952 -0.000355873 0.00187899 0.00148725 -0.00165734 0.00250541 0.000804238 -0.00259456 -0.00412901 0.000411509 4.42284e-05 0.000471072 0.0027867 0.000496228 0.00128189 -0.00192619 0.00374833 0.000239495 -0.00200152 -0.00235485 -0.000727012
internal_weight=753.166 657.459 578.896 95.7074 554.854 236.28 14.9641 318.574 7.33502 221.316 110.421 110.895 105.677 25.8473 79.8297 45.1209 15.2477 59.2005 115.773 108.915 104.143 202.801 36.5069 33.3337 14.4885 18.8452 10.1654 78.5625 75.2969 41.5836
internal_count=4633 3462 2826 1171 2410 1173 103 1237 41 1070 582 488 477 189 288 192 84 913 541 519 474 696 258 189 91 98 68 636 627 263
is_linear=0
shrinkage=0.00680984


Tree=85
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 1 1 2 0 0 0 1 0 2 0 2 1 0 0 0 2 2 0 1 1 2 0 0 1
split_gain=17.6443 19.4299 9.33942 9.12115 7.31194 6.41058 6.08292 8.26895 6.05001 5.99997 5.90959 5.67587 4.75218 6.12511 10.662 4.96859 6.46451 15.0868 17.6047 7.27195 8.66933 7.13537 5.84918 9.14914 5.68703 5.53422 8.61817 8.19326 8.34995 5.1958
threshold=0.39078171310000004 0.47721625100000004 0.50634711535000021 0.53146612375000013 37.232443001650005 0.54504356155000011 0.3447651268000001 0.33894194785000004 40.408647214050006 0.45995628875000011 0.52324780695000006 0.39587138110000003 0.39019789825000006 0.50913146310000013 36.654713368950006 0.50291907430000016 38.621016321050007 0.35585760905000008 0.47976108500000009 0.47938684470000009 0.47787491390000009 40.518963363600001 41.257948413050009 0.48368312325000012 0.34515433670000012 0.34569324270000007 42.844429421150004 0.48185683060000012 0.47976108500000009 0.34575312120000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -6 7 9 -8 11 12 -1 13 15 -15 16 -3 19 -19 20 -18 -22 -21 25 -23 26 27 28 -24 -25
right_child=2 10 -4 4 5 -7 8 -9 -10 -11 -12 -13 -14 14 -16 -17 17 18 -20 22 21 24 23 29 -26 -27 -28 -29 -30 -31
leaf_value=-0.0057524428202190836 -0.0034965008403656603 0.0048549243108924724 -0.0055299565385548283 -0.0038898371184515699 0.0019931314328456937 -0.00054767765701332839 -0.0092015978411984344 0.0031197840683164554 -0.0021369441137822432 -0.0096660675232467345 -0.0021314805020005612 0.00015241523853293636 0.0067211040710021524 0.005523853758348846 -0.0024868564690070901 0.0050382055058651714 0.0030170498174396316 0.007280712887616515 -0.0097994631553091367 0.0047155485142577041 0.001608850507937863 -0.012345219896400727 0.00060495569370465189 -0.0041350683698112844 -0.0032098233079163969 0.0051539200457356325 0.0049279071812296064 0.004491430425770453 -0.012834014796353464 0.0011974004007987808
leaf_weight=9.020262483507393 44.52178492769599 32.197948083281517 19.387773117050529 21.856702797114849 63.833801224827766 153.47813660278916 6.3920153100043526 25.52060017734766 39.5894342251122 3.8293906450271598 15.390076287090777 40.904398214071989 9.9746141582727414 10.090929098427294 29.87743479013443 28.209939502179623 20.485815219581127 3.7565416395664206 10.121388383209704 49.547440133988857 9.8452885448932665 4.2698878571391097 3.8451007604599017 13.655142709612845 11.232197441160677 35.588556990027428 13.091088987886904 4.5353694781661025 4.6222157925367355 21.136745601892471
leaf_count=188 479 90 554 277 227 926 83 89 332 32 75 249 23 25 147 80 68 9 60 146 32 30 14 64 60 123 35 12 30 74
internal_value=0.000255019 0.00109145 -0.00100545 -0.000696241 -0.000174966 0.000198667 -0.00116935 -3.84799e-05 -0.00311902 -0.00153792 0.00194575 -0.00091446 0.00214427 0.00199513 -0.000464369 0.00236449 0.00204749 0.00160811 -0.00517612 0.00209885 -0.000242614 -0.00287708 0.00283379 0.00186735 -0.00572607 0.00342573 0.0010687 -0.00281674 -0.00673123 -0.00089549
internal_weight=759.808 456.73 303.078 283.69 239.169 217.312 125.256 79.2747 45.9814 53.7541 331.474 49.9247 316.084 306.109 39.9684 266.141 237.931 205.733 13.8779 191.855 45.8332 25.3474 146.022 96.4742 15.5021 61.6823 26.0938 13.0027 8.46732 34.7919
internal_count=4633 2170 2463 1909 1430 1153 973 558 415 469 1197 437 1122 1099 172 927 847 757 69 688 190 122 498 352 90 214 91 56 44 138
is_linear=0
shrinkage=0.00673799


Tree=86
num_leaves=31
num_cat=0
split_feature=1 2 2 0 0 1 2 1 2 1 2 2 1 0 2 2 1 0 1 0 1 1 0 1 0 2 1 0 0 0
split_gain=7.17972 6.13484 5.98585 5.34626 5.3801 5.24008 4.78988 4.70069 5.58176 6.70716 4.31126 4.75862 3.9381 5.97279 4.41322 8.43908 4.69288 7.82059 5.87245 5.76333 4.19138 6.83982 3.8127 11.0346 6.4761 6.97719 12.7842 15.6667 9.3371 5.84754
threshold=0.45420795785000007 50.427417695700008 44.749265482150008 0.47396784530000008 0.47449178170000011 0.49284452560000008 49.064150740050003 0.45824975300000009 43.521589032450009 0.46551001470000003 48.823707093150006 48.96897326980001 0.34422622080000004 0.45995628875000011 35.771221912400001 31.914316944300001 0.31118828780000007 0.41160444300000004 0.32012514595000008 0.3733870243500001 0.32467590790000006 0.33400197600000009 0.50913146310000013 0.37977904855000005 0.50291907430000016 38.621016321050007 0.35585760905000008 0.47976108500000009 0.47938684470000009 0.47943175355000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -5 7 22 -2 9 -9 12 -12 14 -14 15 -1 19 -18 -19 -16 -20 -22 24 -24 25 -6 28 -28 -27 -30
right_child=2 -3 -4 4 6 -7 -8 8 -10 -11 11 -13 13 -15 16 -17 17 18 20 -21 21 -23 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.020697061172107886 -0.022198501473468423 -0.019527366669209588 0.0010885323011848563 0.017651256506554334 0.0099618716587408888 -0.018444382289528976 -0.015110081818850467 0.010838345579266198 -0.02001147143342558 -0.0068330326089769853 0.01804672378013673 -0.002823091746924601 -0.01993984389508905 0.0028203103906989952 0.016572490641110108 0.017047364849735482 0.022488672653573752 -0.02468123541276409 0.0089312007062733109 -0.022282080214828737 -0.022885615663901536 0.0019690762937547568 -0.012934216967681354 0.0011490108409159532 0.011359595091948433 -0.0025594171863853052 0.01770018846069818 -0.023009215687361494 0.020089216306080095 0.0042151383195476984
leaf_weight=2.3197098914533836 4.2266542185097924 4.3008052799850693 33.288211202248931 6.2073136195540419 30.480255112051964 11.689581802114843 5.0800391286611548 10.60285490751267 4.7654079794883719 15.938215766102074 5.4730129390954954 7.9341692626476288 10.53940726071596 5.0585270933806887 1.3370947279036025 7.2268510386347771 3.4362208321690586 3.8810102790594128 7.2991473600268391 7.3677317779511213 5.1791866347193709 8.9616336897015554 17.764394581317902 230.43270313180983 25.436596725136042 73.879377901554108 3.6329651623964301 12.258516222238539 7.2868919372558585 122.97792408615351
leaf_count=61 53 105 257 18 98 514 44 59 72 190 12 41 231 26 16 24 14 51 23 179 53 37 114 1279 84 374 9 99 22 474
internal_value=0.000332112 0.000964327 -0.0045031 0.00110846 0.00171507 -0.00844476 0.00152816 -0.00515511 -0.0028541 0.000226481 -0.00316447 0.00569628 -0.005062 -0.0125586 -0.00257456 0.00787588 -0.00523768 -0.00188491 -0.00519256 -0.0163139 -0.00166477 -0.00713415 0.00168941 0.000141022 0.00308207 0.00224159 0.00117215 -0.0137026 0.00233006 0.00510312
internal_weight=696.262 615.751 80.5109 611.451 535.437 47.2227 529.23 35.5331 31.3065 26.5411 76.0137 13.4072 62.6065 15.5979 47.0086 9.54656 37.462 28.7572 25.321 8.70483 21.44 14.1408 524.15 248.197 275.953 250.516 220.036 15.8915 204.144 130.265
internal_count=4633 3488 1145 3383 2615 888 2597 374 321 249 768 53 715 257 458 85 373 178 164 195 113 90 2553 1393 1160 1076 978 108 870 496
is_linear=0
shrinkage=0.0172176


Tree=87
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 2 2 1 1 2 2 2 2 0 1 1 1 1 0 0 2 2 0 0 2 1 2 2 0
split_gain=10.3959 9.09714 11.8869 7.48963 5.60635 4.47815 4.27685 6.78605 5.10739 4.83041 5.27317 4.22253 9.02506 6.13164 7.80147 5.10187 7.99549 3.83774 6.21824 4.5761 8.34929 5.1993 6.95661 3.90913 7.34082 4.69096 4.6024 7.04648 13.1443 9.19854
threshold=0.4529056016000001 44.461493122800007 0.41973294215000007 44.749265482150008 0.5641597557000001 0.57670429030000014 47.74983977685001 49.247968080500009 0.4172030777500001 0.3584174126500001 45.205561619650005 46.095286511800005 47.74983977685001 49.247968080500009 0.58035687555000015 0.4995808509000001 0.50491003265000012 0.44618424600000006 0.43967246490000006 0.57161462230000015 0.5485614203000001 40.300545846000013 37.765550062200006 0.47938684470000009 0.47943175355000006 38.396531328800009 0.3584174126500001 41.257948413050009 42.684965421050009 0.49588335680000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 8 -8 9 10 -3 -5 -13 -14 -15 -16 -17 18 19 20 23 22 -22 25 -25 -4 27 -26 29 -29
right_child=3 6 5 11 -6 -7 7 -9 -10 -11 -12 12 13 14 15 16 -18 -19 -20 -21 21 -23 -24 24 26 -27 -28 28 -30 -31
leaf_value=-0.0074963795050423275 0.0020425769489860199 0.0021600514852765009 0.0037400095248746796 0.0082393374190403591 -0.0058717533650186329 -0.0066450969913729903 0.0024940604277218048 -0.0050698088904977123 0.0015897217204789362 -0.0095725177033596145 -0.011131054215445548 -0.014009165098835359 0.0062866868093445875 0.0065917217128532522 -0.012394373192435663 0.010467542963086354 -0.010290961400534569 0.0053078179042028509 -0.0082453885362212195 0.0082759314863241618 -0.00046611375999792173 -1.860683968625845e-05 -0.012994739501969948 0.010441207548574437 0.0053758058694030357 -0.00070432924017504301 0.00088066215823773318 -0.0037854687425584611 0.0045864484722312297 0.0088274848358477973
leaf_weight=12.437805989757178 8.2595285288989526 7.6082146391272563 22.743845045566559 4.8418689221143714 45.373700357973576 5.565717574208974 25.329100292176008 14.595718475058673 8.1780399456620199 15.508231312036513 3.3592998906970024 3.4937021136283901 10.715682521462442 5.294646322727206 5.6099848821759206 2.72043826431036 3.0981891341507435 18.213482119143009 5.4057963527739039 7.198362596333026 6.38412629440427 17.451704770326614 7.5536248460412025 7.7663543224334708 56.882163628935814 100.31969108432531 198.84358834475279 36.48893928527832 47.16944408416748 5.1512143388390532
leaf_count=348 40 42 101 15 873 83 104 173 50 228 39 43 43 22 56 8 71 52 36 25 55 80 65 22 184 518 913 160 170 14
internal_value=0.000255104 0.000655138 0.00104409 -0.00256437 -0.00465294 0.00123967 -0.00224241 -0.00027114 -0.00451352 -0.00639873 -0.00191095 0.000566818 -0.000634157 0.00106883 -0.00227458 -0.00638216 -0.00058554 0.0013213 0.0011815 0.00128065 0.00118129 -0.00323223 -0.00725606 0.00147272 0.00194628 0.000117046 0.00175479 0.00294781 0.0013927 -0.00222515
internal_weight=719.562 630.154 555.576 89.4077 53.6332 543.138 74.5786 39.9248 34.6538 26.4757 10.9675 35.7745 30.9326 27.4389 16.7233 11.4286 5.81863 537.572 519.359 513.953 506.755 31.3895 13.9378 475.365 352.302 123.064 344.535 145.692 88.8096 41.6402
internal_count=4633 3462 2826 1171 913 2478 636 277 359 309 81 258 243 200 157 135 79 2395 2343 2307 2282 200 120 2082 1463 619 1441 528 344 174
is_linear=0
shrinkage=0.00883561


Tree=88
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 2 0 2 0 1 0 2 1 0 1 1 2 1 2 2 2 2 1 0 0 0 2 2 1
split_gain=23.8202 23.3997 9.369 12.0953 10.0459 8.10668 7.05267 6.62941 5.68877 6.27479 5.59083 5.55386 5.96849 4.9981 13.5755 4.86086 8.3499 5.00524 4.8495 7.03608 4.76953 4.55899 6.67963 6.67394 7.39103 4.4994 5.38241 4.00085 9.17389 3.83986
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.4529056016000001 44.749265482150008 38.238138001450004 49.064150740050003 0.5641597557000001 44.578137159850009 0.51017933595000009 0.40651477500000005 0.68131193680000013 51.757767929250001 0.4172030777500001 0.53998383280000006 0.3447651268000001 0.33894194785000004 40.408647214050006 0.42111014640000005 41.542492784600007 33.361153777850006 42.720329370750001 43.968221017800005 0.34536391125000004 0.47673722340000008 0.45995628875000011 0.39587138110000003 44.202975721700007 43.968221017800005 0.40272746325000003
decision_type=2 2 2 2 2 2 2 2 2 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 27 5 7 10 13 -5 -3 -10 -4 12 -6 14 -7 16 25 -17 19 -15 -12 23 -23 24 -19 26 -1 28 -2 -16
right_child=2 8 3 4 11 6 -8 -9 9 -11 20 -13 -14 18 29 17 -18 21 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0057872706316334753 -0.0039573230712098683 0.0023745127874157945 0.0017987030341673862 0.0013380725590921958 0.0024089774779071258 0.0018429305712596774 -0.0055748370446376469 -0.0050083368494986142 0.0017994652591732828 -0.00653141229239277 0.0019040858730572107 -0.0076668010097128113 -0.0046246248834633718 0.0015353888851826882 -0.0023264371182341328 -0.0086773638602652796 0.0029706535399789541 -0.0084172160934969289 0.0011817061886432302 0.0080456737804501695 -0.0070632174720323196 -0.0088502149941822525 -0.00064353553293203605 0.0036948922846866063 0.0020181490418936842 -0.0090017478233679546 -0.0001280255927119535 -0.0075036936461541429 0.0066386986528945702 -0.011145515518896341
leaf_weight=9.0654299519956094 33.252602990716696 318.88779667764902 7.0150634348392513 8.403274327516554 27.507792413234711 22.448379211127762 6.7298846431076518 52.390256686136127 9.6678664088249224 6.7585313990712157 3.2579480260610607 3.5493664592504492 6.5771555937826625 16.952884636819366 3.539765924215315 5.7842451706528655 24.991831254214048 6.3548926040530223 75.848534546792507 12.832596890628336 13.113354079425333 8.47390875965357 8.9958919361233693 10.689478889107702 5.6331776231527328 3.4555147960782042 40.104662291705608 10.179184455424545 4.0306875780224791 5.6221769452095032
leaf_count=188 283 1103 30 38 124 85 77 873 35 59 28 69 65 59 22 83 89 94 312 29 128 87 85 46 20 32 249 185 11 45
internal_value=0.000306603 0.00126921 -0.00110346 -0.00061871 -0.00246381 0.000466427 0.00105479 -0.0041311 0.00217843 -0.00162822 -0.00315573 0.000229484 0.00105175 0.00137988 -0.000934071 -0.00119843 -0.000186326 -0.00290873 0.00207231 0.00434024 -0.00527869 -0.00207761 -0.00462427 -0.000115773 -0.00351365 -0.00168557 -0.00117141 -0.00381805 -0.00281179 -0.00773822
internal_weight=772.114 458.863 313.251 265.788 98.4278 167.361 143.974 60.7935 335.314 16.4264 23.3864 37.6343 34.0849 137.244 31.6103 123.549 77.6174 45.9316 105.634 29.7855 16.3713 40.1473 17.4698 22.6775 11.9881 52.6256 49.1701 47.4625 37.2833 9.16194
internal_count=4633 2170 2463 1984 1169 815 629 911 1197 94 186 258 189 552 152 973 558 415 400 88 156 332 172 160 114 469 437 479 294 67
is_linear=0
shrinkage=0.00663302


Tree=89
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 1 1 1 0 1 1 0 1 2 2 1 1 2 1 2 1 0 1 1 0 1 0 0 0
split_gain=34.987 33.0701 14.6326 13.1497 10.8184 8.11213 8.69512 7.06666 13.2495 6.27922 13.5788 7.1859 8.58129 6.78961 7.34249 6.06772 5.87477 11.2541 10.9285 7.6807 7.406 5.79728 8.26634 5.74402 5.55397 5.31307 12.9295 8.47409 5.26373 8.2898
threshold=0.39170982905000007 0.47721625100000004 0.50634711535000021 0.53146612375000013 37.232443001650005 0.54504356155000011 0.39995808510000008 0.3447651268000001 0.33894194785000004 0.50730517050000012 0.37644082515000005 0.36994401365000007 0.5132031975000001 0.34575312120000007 38.911218973650008 40.408647214050006 0.34545372890000009 0.34542378970000004 41.873095646600007 0.34515433670000012 42.844429421150004 0.32467590790000006 0.39587138110000003 0.41917906650000009 0.39670967935000007 0.45995628875000011 0.35696536035000009 0.47673722340000008 0.47774018740000007 0.47943175355000006
decision_type=2 2 2 2 2 2 2 2 2 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 24 6 -6 8 21 13 11 12 -11 14 -3 -9 17 18 19 28 -20 22 -1 -7 -5 -17 27 -27 -16 -30
right_child=2 9 -4 4 5 23 -8 15 -10 10 -12 -13 -14 -15 16 25 -18 -19 20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0047420788925166685 -0.0033226369864994836 0.0069946809843789374 -0.0047613392302311092 0.0034766953341521449 -0.0035004859671824598 -0.0043205115477143253 0.0023429813651459435 -0.007119904748246096 0.0028219561519456302 0.0057957338503564597 0.0017998596762408708 -0.006829521941848128 -0.0046357946654415651 0.0029989107937656773 0.0046035076926457114 -0.0049088388526208095 -0.0011182984706967754 0.0067135708727523785 -0.0057414905480375486 0.004440967277764103 0.00039364991463392598 -0.0047361122072419283 0.00050541229210825892 -0.00029154867043542932 -0.0042907658265118045 -0.0051267059061143073 0.0068037851811508076 0.0007263253276601541 -0.0053748703015872147 0.0013310749518982215
leaf_weight=10.647240139544008 45.971046801656485 5.9919242262840262 27.082119956612587 2.8054539114236858 7.8873877450823775 10.287678074091671 57.140507459640503 7.022596161812543 27.500932693481445 3.7897991240024584 59.803900681436062 8.5993124395608884 4.9494742378592491 161.91461107134819 6.8114976137876537 11.674544103443621 25.853143684566021 10.744019433856009 8.9494070187211054 24.486371159553528 13.334378033876417 12.40401780605316 35.12565828114748 150.88941489905119 23.430705197155476 13.661759309470655 5.1172807589173308 13.27373820543289 7.0139497667551067 17.62468833476305
leaf_count=179 449 11 554 8 47 94 177 83 89 8 209 60 34 505 16 159 106 23 51 61 50 103 187 832 269 107 12 54 38 58
internal_value=0.00023965 0.00111141 -0.00108956 -0.000756327 -0.000288987 7.88215e-05 0.00163421 -0.00107579 -0.000161973 0.00194059 0.000621309 -0.00344372 -0.000112147 0.00230057 0.00136461 -0.00261854 0.0010708 0.00170695 0.00101926 0.00225006 -0.00207029 -0.00157251 -0.000715207 -0.000548711 -0.00346018 -0.00189562 -0.000798118 -0.00224235 0.000544274 -0.000577925
internal_weight=821.789 496.294 325.494 298.412 252.441 226.205 65.0279 136.428 85.6778 359.866 77.1425 17.3386 8.73927 282.724 120.809 50.7499 114.817 88.9643 78.2203 55.9365 22.2838 58.1769 45.7729 161.177 26.2362 43.7273 32.0528 26.9355 31.4501 24.6386
internal_count=4633 2203 2430 1876 1427 1150 224 973 558 1230 311 102 42 919 414 415 403 297 274 173 101 469 366 926 277 332 173 161 112 96
is_linear=0
shrinkage=0.00521701


Tree=90
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 1 1 1 0 0 2 0 1 1 1 1 0 0 2 1 0 2 1 0 1 0 0 0 1 2
split_gain=27.0481 28.6087 12.6709 11.4731 9.60222 7.9202 11.9431 6.34663 7.82126 6.02023 5.89241 5.8234 7.50668 5.49456 5.45312 5.44778 7.56191 5.40522 5.56732 5.25234 4.92969 4.77345 4.76162 4.67385 10.2455 6.93395 4.14951 4.08097 7.62432 4.16473
threshold=0.39170982905000007 0.47721625100000004 0.50634711535000021 0.53146612375000013 37.232443001650005 0.3447651268000001 0.33894194785000004 0.32467590790000006 0.39587138110000003 0.52324780695000006 40.408647214050006 0.5485614203000001 0.39995808510000008 0.31753540315000006 0.43584024430000007 0.43837010870000009 0.57161462230000015 0.41160444300000004 35.887362732750006 0.31118828780000007 0.52769378160000013 37.572218886150004 0.39670967935000007 0.45995628875000011 0.35696536035000009 0.47673722340000008 0.3733870243500001 0.56065686655000013 0.44844465735000011 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 5 3 -2 22 6 7 8 26 -3 -7 12 -6 17 -13 16 -16 19 -19 -10 -11 -9 -5 -12 25 -25 -1 -17 -29 -30
right_child=2 9 -4 4 11 10 -8 21 13 20 23 14 -14 -15 15 27 -18 18 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=0.0033215181403091379 -0.0034366555430246455 0.0021086209489857861 -0.0050175079098879714 0.0034431096346995392 -0.0038685006661684368 -0.0078205131166273027 0.0030209457384090415 -0.00082249392358813771 -0.0011091378708507739 -0.0038688412241080872 -0.0053349560478658017 -0.0030272780315276568 0.0020250727722963707 0.0039118141459854794 -0.00034434832940598455 0.0028614072475372401 0.0076874343106706844 0.0030289650478496355 -0.0076765699875009372 0.0061472320109889995 0.0018150458768999328 -0.0080878236561209762 -0.0045536263110245723 -0.005405936986288995 0.0064075785000166294 0.00045566072820206233 -0.006641091981376428 -0.0052958512651395274 -0.0012920095962299929 0.0012902965510204264
leaf_weight=1.61695972457528 43.499826017767191 330.99737154692411 24.354242872446775 2.7174237966537502 7.8289281725883475 7.0002889931201926 26.885244499891996 4.8521538153290731 10.815800037235023 10.238500550389292 11.210756056010721 24.063438516110182 66.648709066212177 11.475066214799879 8.8898031562566739 10.450591661036013 6.63709782809019 2.1723166704177848 5.7244477570056915 4.612719625234603 9.5704065114259702 7.40625961124897 21.605792298913002 13.092778012156492 5.0137929469346991 13.076182149350641 8.3743858560919744 11.225046187639235 53.015630669891834 32.755819275975227
leaf_count=18 449 1134 554 8 48 83 89 40 62 58 159 190 220 33 36 33 14 14 64 14 38 63 269 107 12 54 161 83 378 148
internal_value=0.000229031 0.00107289 -0.00107334 -0.000741349 -0.000264428 -0.00117215 -0.000107625 -0.00158198 -0.000588524 0.00192616 -0.00298112 0.000108443 0.00140555 0.000686295 -0.000548571 -6.35394e-05 0.0030889 -0.000900525 -0.00473159 0.00106032 -0.00112275 -0.00521204 -0.00366022 -0.00218201 -0.00104847 -0.002477 -0.00502878 -0.00051909 -0.000883312 -0.000305836
internal_weight=797.828 484.135 313.692 289.338 245.838 133.329 83.9354 57.0501 44.7917 350.806 49.3938 221.515 74.4776 34.8004 147.037 122.974 15.5269 23.3253 7.89676 15.4285 19.8089 12.2584 24.3232 42.3935 31.1828 26.169 9.99135 107.447 96.9965 85.7714
internal_count=4633 2203 2430 1876 1427 973 558 469 366 1230 415 1150 268 187 882 692 50 154 78 76 96 103 277 332 173 161 179 642 609 526
is_linear=0
shrinkage=0.00569363


Tree=91
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 0 2 1 2 2 0 0 1 1 1 1 2 0 2 2 0 1 0 2 0 2 2 0 1 2
split_gain=8.75319 9.31047 7.00229 5.90294 4.68333 4.15311 3.85203 4.49502 3.36834 4.57053 3.12771 4.50849 3.36886 3.10635 3.1028 7.19257 5.87551 4.67339 4.3025 8.22216 7.33555 5.36745 5.03289 7.28099 6.21469 6.11244 4.81024 4.40085 5.12031 4.43038
threshold=0.39170982905000007 0.47736594710000008 0.39394030120000006 0.50634711535000021 33.036871954450007 0.5116313883000001 51.757767929250001 0.4995808509000001 31.914316944300001 35.119813570500007 0.52324780695000006 0.52769378160000013 0.38976377950000002 0.30560462260000004 0.39563186730000005 0.39814676205000005 36.558960102350007 0.53998383280000006 40.722669576350008 40.890797847750008 0.57559653900000007 0.46280051495000007 0.55688452445000014 45.921757303800007 0.57927906350000014 42.620627117000005 41.542492784600007 0.63013083440000017 0.44922307715000004 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 8 -2 4 -4 -6 14 -8 -1 -10 -3 12 -12 -11 -7 16 -16 -18 20 -20 21 -17 23 26 25 -24 -21 28 -26 -30
right_child=2 10 3 -5 5 6 7 -9 9 13 11 -13 -14 -15 15 18 17 -19 19 22 -22 -23 24 -25 27 -27 -28 -29 29 -31
leaf_value=-0.017679820257398924 -0.017779661066279262 0.0034667710149032614 -0.016849281563546963 -0.010634790359579116 -0.017617319923008991 0.0079085496799853831 -0.017325277924977605 0.0085737075157996355 0.0090632400656876968 -0.015802974822978631 -0.0019762817136381827 0.0047009880053524413 -0.019395512927117834 -0.0018105295270385636 0.011823734033835322 -0.0018650492135678088 -0.018082170972498212 0.010800948317080819 0.014671554824453075 -0.0040135203860638307 -0.013460329862595596 0.012722993521456798 -0.0016135979096414219 -0.013760753586500538 -0.012227156921657023 -0.016414280748491931 0.0080401120147955817 -0.010263898429587857 -0.0085308272923414769 0.007819906965403637
leaf_weight=2.9425370655953875 5.9533919170498839 290.32123459875584 4.030689349398016 14.558577783405779 3.1679967381060115 10.590568803250788 5.8500394951552144 2.0242898091673851 8.59310260042548 3.686825865879654 5.6314261332154292 9.4793063625693303 4.468771755695343 103.93836357071996 2.2127370536327353 64.751561086624861 10.768204186111687 1.4233475737273682 10.516448490321634 9.0500735118985158 11.556573275476692 6.2022864297032347 15.445405580103399 4.6219273917376986 4.0487016551196566 10.53152411431074 41.502064067870378 5.9330055974423876 4.289313454180955 27.966677021235228
leaf_count=75 91 1114 95 554 51 41 119 7 40 137 29 38 29 741 12 347 175 12 32 40 209 23 69 47 32 123 150 38 44 119
internal_value=0.00036737 0.00170756 -0.00170856 -0.00135556 -0.000828852 -0.000573068 -0.000356464 -0.0106673 -0.00185118 -0.00145042 0.00307594 -0.00271924 -0.00968332 -0.00228986 -2.01446e-05 -0.000383932 -0.0106341 -0.0147101 0.000298301 0.00195635 -0.00239253 -0.000589865 0.000872632 0.00423673 -0.00184835 -0.00761407 0.00588222 0.00169767 0.00365246 0.00564563
internal_weight=706.057 429.062 276.995 271.042 256.483 252.453 249.285 7.87433 119.161 116.218 309.901 19.5795 10.1002 107.625 241.41 230.82 14.4043 12.1916 216.416 133.905 82.5104 70.9538 123.389 55.1741 68.2146 25.9769 50.5521 42.2377 36.3047 32.256
internal_count=4633 2203 2430 2339 1785 1690 1639 126 993 918 1210 96 58 878 1513 1472 199 187 1273 694 579 370 662 237 425 192 190 233 195 163
is_linear=0
shrinkage=0.0149805


Tree=92
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 2 2 0 2 0 0 0 0 1 2 1 0 1 1 2 2 2 1 0 2 0 1 0 1 0
split_gain=7.51502 6.32028 9.18298 6.12533 5.18762 4.58464 6.00432 5.184 4.35067 4.01783 8.10202 3.81026 8.6169 4.96217 9.93401 8.39804 5.2136 6.57616 5.70249 7.20277 10.8822 5.54678 13.4768 10.1571 7.98775 6.21393 4.93789 4.12874 5.56037 4.40572
threshold=0.4529056016000001 44.202975721700007 0.43572048740000008 44.749265482150008 0.49284452560000008 41.559097512700014 41.243661560350013 0.41973294215000007 43.895345911700005 0.4413939702500001 0.4560492201000001 0.52324780695000006 0.5380527529500001 0.34584293880000011 39.427119987250002 0.34587287805000005 0.48032993025000009 0.34545372890000009 0.34542378970000004 41.489621506400006 42.876019054300009 41.873095646600007 0.3447651268000001 0.47697673720000006 40.165165956550005 0.47757552170000012 0.40206880030000008 0.54504356155000011 0.43540612555000008 0.57212358910000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 4 -2 6 7 -1 9 -4 -11 13 26 14 -12 -15 21 18 19 -18 -21 23 -23 -16 -25 -26 -13 -14 -29 -30
right_child=3 -3 8 -5 -6 -7 -8 -9 -10 10 11 12 27 15 16 -17 17 -19 -20 20 -22 22 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.017156674508148326 -0.0049054769165018473 -0.0033574761472531019 0.014462381474365744 0.0010845913920094769 -0.017205165013234283 -0.020138541616115741 0.025328881637170651 0.00389129211657509 0.010404856926413035 -0.02176693806816354 0.010828144067390284 -0.0049102442737469585 0.0056418364767184918 0.015904046328593213 -0.017459546122039135 0.003513560098459751 0.011039340966760494 -0.0054612244261139651 0.019198104997715185 -0.017083832142916235 0.011853090546710144 0.0090276676883657408 -0.015764950137145236 -0.013076460421807668 0.016379689287071873 0.0014139580342635574 -0.025141303479211643 -0.0055691958221963283 0.005962661842205846 -0.0062173700310358898
leaf_weight=6.676705192774536 37.894325003027916 76.281899375841022 6.3328784331679335 33.952336046844721 11.554886899888514 6.5017174296081057 1.6163686681538809 5.5196822993457317 15.439316954463719 3.808333281427621 21.229329213500023 38.090207684785128 47.09943637996912 15.499650441110132 7.5134206786751738 159.31895669177175 15.289384081959726 16.914425455033779 7.4536544084548941 8.0209489166736585 5.770121954381465 7.6879466176033047 21.480882927775383 6.7109016329050055 10.480417139828203 22.641927674412727 3.3928294181823722 31.568307105451822 34.490016430616379 9.8612773399800044
leaf_count=217 399 660 22 258 514 155 11 29 54 43 66 303 156 67 55 631 46 72 19 41 15 26 172 32 23 83 28 211 120 105
internal_value=0.000354476 0.000970501 0.00158598 -0.00417101 -0.00777957 -0.00901159 -0.00377409 -0.00763106 0.00200312 0.00174402 0.00158108 0.00176236 -0.00023145 0.00276841 0.000636608 0.00461212 -0.00102816 0.00282276 0.00665805 0.00344389 -0.00497675 -0.00371815 -0.00923043 -0.000322199 0.00291028 0.00614934 -0.00656491 0.00190424 -0.000414504 0.0032545
internal_weight=696.092 612.691 536.409 83.4015 49.4492 20.3145 13.8128 12.1964 516.095 500.655 494.322 490.514 164.502 326.012 151.193 174.819 129.964 53.4485 36.5341 29.0805 13.7911 76.5155 29.1688 47.3467 39.8332 33.1223 41.483 123.019 75.9196 44.3513
internal_count=4633 3462 2802 1171 913 412 257 246 2390 2336 2314 2271 923 1348 650 698 584 193 121 102 56 391 198 193 138 106 331 592 436 225
is_linear=0
shrinkage=0.0160694


Tree=93
num_leaves=31
num_cat=0
split_feature=1 0 1 2 1 0 0 2 2 2 0 2 1 2 1 1 1 2 0 1 2 2 1 1 0 0 1 2 2 0
split_gain=6.29438 6.54592 6.18779 4.85249 4.06017 3.80805 3.53803 5.26482 3.84972 11.6287 5.0057 4.27064 7.51972 3.40194 3.99209 3.38637 5.85419 7.12293 5.1709 4.97372 13.4878 6.49059 5.85792 6.42574 7.87559 4.87282 4.7387 3.9873 5.66115 3.59518
threshold=0.39170982905000007 0.47880302985000006 0.39394030120000006 33.036871954450007 0.50634711535000021 0.5116313883000001 0.47847369840000004 40.518963363600001 42.759119507950011 43.477771593600004 0.41973294215000007 41.243661560350013 0.31060447290000009 51.757767929250001 0.4995808509000001 0.3584174126500001 0.34575312120000007 41.257948413050009 0.48368312325000012 0.36880632320000012 38.621016321050007 43.118479346150004 0.37227927305000003 0.37977904855000005 0.50452082270000009 0.48654231910000006 0.34527409360000011 42.844429421150004 42.154118731400011 0.47943175355000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 5 -5 8 -8 10 -10 11 -1 -13 -7 -15 16 17 -3 27 20 -17 -22 -21 24 -24 26 -20 28 -19 -18
right_child=2 15 3 4 -6 13 7 -9 9 -11 -12 12 -14 14 -16 19 29 18 25 22 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.016757846401973399 -0.018376601958921941 0.0070353315220242751 -0.017257772787334192 -0.018386120486881236 -0.0099191519335121402 4.473768341201644e-05 0.0019093018717759498 -0.024401313099603528 -0.018468535524065192 -0.00017081269550060077 0.0025606737309597804 -0.016387352684325705 0.05487796397430298 -0.01803039661912674 0.0080742264178489797 0.0033628879051757206 0.017805509776343927 0.0023453858155520154 -0.0070789359035902414 0.01143074771495475 -0.032232089878596895 -0.005426530647303078 0.01042715610369185 0.0035953005840823286 -0.013469688528877321 0.00085472369071600115 -0.03122296676861866 0.0074585504885614105 -0.017223165151116264 0.0064646703427534754
leaf_weight=6.0774726271629325 5.3581174276769152 32.114582657814026 4.6291906433179966 2.9350009597837916 11.982157669961451 234.90962779521942 3.6987170577049246 3.8958520330488682 10.877177527174352 42.603490188717842 83.623274462297559 0.90241557359695412 0.62535320594906807 5.3299224507063618 2.0136331766843796 16.532825097441677 7.7435299307107917 10.949132092297083 4.2471306622028333 15.867383658885954 5.1615730226039869 3.9998585507273674 4.6301750093698528 52.714310318231583 13.391459450125692 5.3031609803438178 3.8813492208719254 12.959783628582953 5.5616685003042212 70.141398876905441
leaf_count=217 91 109 162 51 487 1513 13 31 138 309 391 45 4 119 7 58 24 37 18 50 35 28 14 197 85 20 27 41 34 278
internal_value=0.000319226 0.00153068 -0.00157399 -0.0012301 -0.00094159 -0.000502863 -0.00107908 -0.0115875 -0.000527584 -0.0038923 0.0014449 -0.0108235 0.0127833 -0.0002862 -0.0108724 0.00302947 0.00455905 0.00140993 -0.00280098 0.000946815 -0.00515584 -0.0205288 0.00275741 0.000811816 -0.00733004 -0.0109234 -0.0186077 0.000900953 -0.00424629 0.00759221
internal_weight=684.661 417.503 267.158 261.8 257.17 245.188 152.304 7.59457 144.709 53.4807 91.2285 7.60524 1.52777 242.253 7.34356 265.199 152.902 75.0168 42.9022 112.298 25.6943 9.16143 86.6033 70.7359 18.0216 13.4316 8.12848 29.4706 16.5108 77.8849
internal_count=4633 2203 2430 2339 2177 1690 1148 44 1104 447 657 266 49 1639 126 1055 588 286 177 467 121 63 346 296 99 65 45 112 71 302
is_linear=0
shrinkage=0.0157948


Tree=94
num_leaves=31
num_cat=0
split_feature=1 2 2 1 0 0 0 2 2 0 1 1 0 1 2 2 1 2 2 2 1 1 0 0 2 0 2 2 0 2
split_gain=5.50876 5.34698 5.0705 4.92437 4.27062 5.18733 5.24539 4.20332 4.25486 4.01861 7.95201 7.27716 8.81613 5.25532 4.50927 4.33411 9.36971 16.8646 4.28589 3.87361 4.44092 5.7276 3.81938 6.12827 5.38687 5.31735 7.34674 8.38705 9.38431 7.85174
threshold=0.4529056016000001 44.749265482150008 50.427417695700008 0.49284452560000008 0.47396784530000008 0.47500074850000013 0.47673722340000008 48.823707093150006 48.96897326980001 0.50730517050000012 0.37644082515000005 0.37644082515000005 0.50291907430000016 0.36510882910000009 39.683197198900011 38.621016321050007 0.35585760905000008 43.321682097200004 37.041406607950009 43.521589032450009 0.45824975300000009 0.46551001470000003 0.47938684470000009 0.47787491390000009 40.518963363600001 0.47943175355000006 41.257948413050009 42.684965421050009 0.48389269780000005 43.276780833950006
decision_type=2 2 2 2 2 2 2 2 2 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 19 7 -6 -7 -1 -9 11 13 12 15 -11 -15 18 22 -18 -8 20 -2 -22 23 -17 -25 -24 -27 -28 -29 -30
right_child=1 -3 -4 -5 5 6 9 8 -10 10 -12 -13 -14 14 -16 16 17 -19 -20 -21 21 -23 25 24 -26 26 27 28 29 -31
leaf_value=-0.004512778148848557 -0.013882756315338366 0.0012555688530053058 -0.017829302780224678 -0.016935110271348249 0.012879551128914809 -0.0083486297578914924 0.0031013207818119874 0.016235372223305605 -0.0020767012593082786 0.003270443255288242 0.00081803843315820125 -0.01523878442658611 0.013677301129749901 -0.0024653726702049015 -0.023663776874980599 0.0035960034934601282 -0.028764553838400746 0.0090611411014823017 0.016036476103729068 -0.018288658620271223 0.0095326053967684822 -0.0056849014106484016 0.018199496413714131 0.0023753336812339329 -0.013027249586846805 0.0087005595401558056 -0.0048633458078232682 0.010610391933925633 -0.021345821510068887 0.0053382005998492098
leaf_weight=58.893477731384337 6.8484509252011767 33.481708509847522 3.6655344478785983 10.04431900102645 9.837262384593485 14.096312541514633 15.654295839369299 5.4195946305990201 7.8731606006622314 4.792814955115321 233.53361701034009 5.4493140857666722 19.232753612101078 3.8132885172963125 7.5941173508763313 32.558080293238163 6.7061351835727674 5.3694393336772919 11.057546235620974 4.4618660211563101 10.563587613403799 15.348610123619435 6.396191954612731 9.4523325487971324 14.643313832581041 41.611878424882889 38.385649748146534 27.612945221364498 5.0501584112644178 6.2324301525950432
leaf_count=715 76 258 105 514 35 116 58 12 41 17 1319 61 59 17 68 127 44 18 31 74 59 190 22 32 90 146 168 110 30 21
internal_value=0.000290775 -0.00360746 0.000819872 -0.0070522 0.000935486 0.00143958 0.00121859 -0.00268935 0.00538932 0.00149096 7.05048e-05 0.00293642 0.00334916 -0.0107055 -0.0165775 0.00244924 0.00162226 -0.0119452 0.00845592 -0.00438535 -0.00249178 0.000518797 0.00252274 -0.000904277 -0.00698507 0.00407238 0.00331237 0.000411118 0.00561644 -0.00660574
internal_weight=675.68 80.7485 594.932 47.2668 591.266 519.08 509.243 72.1862 13.2928 495.146 249.734 245.412 239.963 16.2002 11.4074 220.73 194.019 12.0756 26.7118 37.2225 32.7606 25.9122 181.943 56.6537 24.0956 125.289 118.893 77.2812 38.8955 11.2826
internal_count=4633 1171 3462 913 3357 2589 2554 768 53 2438 1421 1017 956 102 85 897 808 62 89 399 325 249 746 249 122 497 475 329 161 51
is_linear=0
shrinkage=0.0159054


Tree=95
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 2 0 2 0 0 2 0 2 2 1 1 0 2 0 2 2 1 2 1 0 1 0 0 1 0
split_gain=4.80821 4.47318 4.11337 7.30257 4.49348 4.34443 7.32283 4.32126 3.55157 6.42142 3.37969 8.48589 4.50963 4.39755 9.00596 6.9495 8.2716 6.79454 4.43919 4.208 5.6998 5.62389 4.80538 4.60538 4.18144 5.66003 5.65923 6.84088 3.73777 3.30231
threshold=0.68131193680000013 29.850823923150003 42.783136484500005 0.58887458460000019 42.982930821650008 42.684965421050009 0.48368312325000012 42.498713093000006 0.62143349005000015 0.63528038085000016 42.154118731400011 0.49588335680000006 42.580420142950011 40.300545846000013 0.34515433670000012 0.34479506600000004 0.47774018740000007 40.371455563000005 0.57559653900000007 39.522095559600011 39.788107623550012 0.46280051495000007 40.00488309970001 0.35585760905000008 0.41973294215000007 0.3459626957000001 0.49194634890000005 0.4995209724000001 0.43967246490000006 0.60710757165000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -7 8 -5 -10 13 12 -12 18 15 -15 -17 -16 19 21 -21 24 -22 -24 -3 -26 -27 -28 -19 -6
right_child=-2 2 4 7 29 6 -8 -9 9 -11 11 -13 -14 14 17 16 -18 28 -20 20 22 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=-0.015600115380628438 -0.017458132893696559 -0.017085762250280422 -0.011388512759517066 -0.018502826209079407 -0.0016851845955777273 0.013864290263493118 -0.010033053170498915 0.020983274063699774 0.016317348569489652 -0.017945171480388749 -0.0069543728574907159 0.0036417655862513239 -0.02690315597641927 0.0016854478401850618 0.01955066785820439 -0.00091216311637913464 -0.027435581655747058 0.0053059253876337866 -0.017640964515282898 -0.011261719923686997 0.0069014421279812036 0.019606619100692699 0.0024828020897398272 -0.01319029755465294 0.008236565507377518 -0.013186232222156768 0.010994373886038997 -0.00055206989913159565 -0.0039017060841577147 0.0050063553537944621
leaf_weight=4.4802887914702287 3.9138283384963861 3.1069728126749387 11.12927179597318 8.5454440237954241 158.94514299742877 16.015107288956646 4.1556147858500472 1.1031724037602533 2.6152762435376635 3.0478788046166301 17.608471692539755 24.335147697478533 3.4945855624973765 20.63303654640913 8.1537411212921125 6.3161253202706558 5.8071727827191353 127.60154803283513 3.5260971300303927 16.379989709705114 15.40132289379835 4.4618686735630027 9.9565138667821902 9.3585420846939069 27.682931214570999 7.6356513015925875 15.417570747435091 91.927828315645456 12.451377170160411 21.55006106570363
leaf_count=123 179 105 89 215 1234 81 25 19 59 135 115 113 34 135 22 74 40 532 82 97 61 14 42 58 98 57 52 472 72 199
internal_value=0.000269245 0.000373919 0.000482625 0.00129506 -0.00149621 0.00166459 0.00894091 -0.00959961 -0.0119741 -0.00212255 0.00132426 -0.00281368 -0.0102578 0.00181159 0.0036337 -0.00397812 -0.0136171 0.00531605 0.00020199 0.000514493 -0.00346204 0.00186697 0.000218036 -0.00511114 0.00132398 0.00172491 0.00015716 0.0011063 0.00448732 -0.000886254
internal_weight=666.758 662.844 658.363 466.739 191.624 451.427 20.1707 15.3118 14.2086 5.66316 431.256 45.4382 21.1031 385.818 180.963 32.7563 12.1233 148.207 204.855 201.329 51.0964 150.233 34.7164 19.3151 145.771 142.664 114.981 107.345 140.053 180.495
internal_count=4633 4454 4331 2809 1522 2381 106 428 409 194 2275 262 149 2013 875 249 114 626 1138 1056 258 798 161 100 784 679 581 524 604 1433
is_linear=0
shrinkage=0.016041


Tree=96
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 1 0 1 0 1 1 0 2 2 1 0 0 0 0 1 1 2 2 1 1 1 2 1 1
split_gain=4.40115 5.48453 4.10291 3.72363 3.3359 5.48818 4.85756 5.96289 6.68957 3.86834 6.69143 5.17368 4.17473 3.59598 4.75972 3.54114 10.444 4.26883 3.16528 3.1398 3.72036 6.07349 4.76195 4.10982 2.93858 5.84942 2.61154 5.29366 4.06058 6.63224
threshold=0.38906020780000011 0.47736594710000008 0.5116313883000001 0.68131193680000013 38.238138001450004 37.995872310650007 0.39019789825000006 0.52432561900000019 0.39995808510000008 0.5485614203000001 0.42111014640000005 0.42991227810000004 0.54353163080000011 39.427119987250002 47.74983977685001 0.41917906650000009 0.53998383280000006 0.54353163080000011 0.55234873210000013 0.56859076075000015 0.43121463430000007 0.40651477500000005 35.119813570500007 37.041406607950009 0.49146732130000009 0.49284452560000008 0.4529056016000001 44.749265482150008 0.45824975300000009 0.46636328255000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 -6 -8 13 11 -11 15 -13 -9 -15 16 -10 -17 -12 20 21 22 -4 -24 -21 -26 -20 28 -28 -30
right_child=2 -3 3 -5 6 -7 7 8 9 10 18 12 -14 14 -16 17 -18 -19 26 24 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=-0.001582603878063229 -0.018525811651631714 0.0026290111728563817 0.01554932446317865 -0.017205898413168389 -0.015329668959759696 -0.022919154273767953 0.010419999175087182 0.010979040005394994 0.0062516133101816551 -0.020917052567668477 -0.015673792839152684 -0.027138073075187067 0.00086828399449473837 -0.013106603787723319 0.0050200266164523591 0.0013315554967475677 -0.015767214417887088 0.014404177536625214 0.0026477110126919196 -0.018297240256906679 0.0099129749545186253 -0.016613254008212907 -0.012376435921509332 0.0068405955911417307 0.037478711150548717 -0.016367034351891897 -0.020181303987390691 0.0026933482129567021 0.0044402586259695478 -0.010974269889074543
leaf_weight=111.58879436086863 3.4426661450415841 263.52623475715518 4.440452113747603 3.565514722838997 5.1993003338575354 3.933737337589263 13.706379709765313 2.332427944988015 26.080646585673094 4.1349799688905469 3.3133443444967261 2.3360307477414599 3.1951810568571091 19.674943432211879 4.5156271159648886 10.226040564477445 6.9081997200846663 16.636391997337341 55.064723744988441 5.5543518736958495 6.4765417799353591 6.6062636114656916 6.3805083371698839 5.0584833584725857 0.80936050042510066 1.3898936463519929 4.7009874060749999 30.7158272434026 12.598300796002151 16.147087848745286
leaf_count=993 65 1106 13 179 26 45 80 11 110 50 21 42 12 261 43 37 38 43 269 163 41 66 47 27 6 98 52 187 102 400
internal_value=0.000242714 0.00137614 -0.00124834 -0.0010372 -0.000829925 -0.00504484 -0.000108476 0.000232221 -0.000406616 0.000628545 -0.000994947 0.00377398 -0.0109598 -0.0079024 -0.00972293 0.00513562 0.00164065 0.00942767 -0.000322699 -0.00312978 -0.000720546 -0.00378331 0.00155428 -0.00387839 -0.0121291 0.00344906 0.000103912 -0.00207921 -0.00646213 -0.00421851
internal_weight=660.259 375.115 285.144 281.702 278.136 40.6496 237.486 232.287 218.581 192.058 126.675 65.3825 5.53121 26.523 24.1906 59.8513 32.9888 26.8624 122.54 36.7159 28.9622 22.4857 15.8794 11.439 7.75361 2.19925 119.227 64.1622 33.4464 28.7454
internal_count=4633 2099 2534 2469 2290 506 1784 1758 1678 1363 1081 282 54 315 304 228 148 80 1031 461 194 153 87 74 267 104 1010 741 554 502
is_linear=0
shrinkage=0.0159228


Tree=97
num_leaves=31
num_cat=0
split_feature=1 2 0 0 2 1 0 0 0 2 2 2 1 0 0 0 2 1 2 1 2 1 1 0 0 1 2 2 2 2
split_gain=13.6005 12.1513 13.9083 8.36206 6.75864 5.96648 6.73942 5.19493 5.79301 5.16714 6.70994 4.7981 4.7024 12.0545 9.99256 8.44409 11.2307 9.05352 4.90146 4.84984 6.46866 4.68443 4.44978 7.53564 8.91443 5.15768 5.74015 4.42314 4.38658 6.03622
threshold=0.45420795785000007 44.202975721700007 0.43572048740000008 0.5796383342000001 44.749265482150008 0.44922307715000004 0.51017933595000009 0.53146612375000013 0.53312775065000018 48.109449608500007 45.205561619650005 43.895345911700005 0.37227927305000003 0.5116313883000001 0.50291907430000016 0.48104847160000008 42.154118731400011 0.3447651268000001 42.686561923500008 0.34575312120000007 42.91168285345001 0.49284452560000008 0.38906020780000011 0.53634621715000008 0.52432561900000019 0.39019789825000006 39.065416244600009 48.96897326980001 41.16018805045001 39.065416244600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 11 21 6 9 -8 -9 10 -3 12 15 14 -14 16 28 -18 -19 20 -20 -2 -15 24 25 -24 -27 -11 29 -4
right_child=4 5 3 -5 -6 -7 7 8 -10 27 -12 -13 13 22 -16 -17 17 18 19 -21 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0035636708469409762 -0.0022299679903736843 0.00033714733617276323 0.002587717562532284 -0.0067916053469225923 1.4935482909095629e-05 0.0054053346363023063 -0.0069185643493811172 0.0043812369588507906 -0.0035252350501108099 0.0036778691485436551 -0.0060410809518099406 0.0041738598561870607 6.0552974133566101e-05 0.002853401883356475 -0.009988635138355309 0.0023465792584854614 0.0035893355177240081 -0.0069603151622547651 0.00073220450549704589 0.0015040660671885077 -0.0078281889826874278 -0.0061808097647678235 -0.003039146536058955 0.0010936332815966994 -0.0034927518688944769 -0.0014684220953502169 0.0055288512214637982 -0.0014032252464280723 0.002858167705388103 -0.00096475767304439507
leaf_weight=23.032858973369002 37.290872348472476 12.452715197578074 26.084449879825115 4.5028444007039061 34.460605250671506 3.8425777256488791 11.760391287505625 3.6594580858945873 17.994115475565195 12.842466279864313 9.5735989902168495 15.638822719454764 6.4051733091473562 26.361516907811165 6.5856692008674145 155.29972660541534 6.9028390645980826 9.9987342208623904 4.9098057039082068 7.7221483998000613 7.06490483507514 13.382332906126974 6.6533132493495968 127.33307708054781 30.608735807240009 6.11225772276521 10.381610758602617 9.9995757564902288 39.975225910544395 39.409474797546864
leaf_count=412 374 78 103 73 257 10 203 11 151 38 119 53 38 80 57 547 24 81 25 33 66 514 29 548 282 31 29 51 142 174
internal_value=0.000209332 0.000494163 0.000795444 0.000982084 -0.00194231 -0.00156384 -0.00190593 -0.00385364 -0.00218904 -0.000455449 -0.00243511 0.0010477 0.000953286 0.000319249 -0.00503385 0.0014233 0.000414035 -0.00232014 -0.00369382 -0.00203564 -0.0043183 -0.00327335 0.000654467 0.000334364 -0.00146414 0.0012184 0.00293582 0.00145352 0.00136281 0.000450097
internal_weight=728.242 643.108 560.983 537.95 85.1338 82.1249 78.2823 33.414 21.6536 44.8684 22.0263 533.447 517.809 220.441 12.9908 297.367 142.068 36.5984 29.6956 19.6969 11.9747 50.6732 207.451 181.089 53.7559 23.1472 16.4939 22.842 105.469 65.4939
internal_count=4633 3488 2827 2415 1145 661 651 365 162 286 197 2342 2289 1094 95 1195 648 229 205 124 91 888 999 919 371 89 60 89 419 277
is_linear=0
shrinkage=0.00572848


Tree=98
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 2 2 2 0 1 0 2 2 1 0 2 0 0 0 1 1 2 2 0 0 0 1 0 1 1
split_gain=9.81363 10.9202 6.41664 6.12797 6.12233 4.68947 7.69537 4.27836 6.27593 3.8264 5.04768 4.4492 3.90793 5.5772 6.50488 4.37209 4.33925 6.40556 3.89792 3.8043 4.98964 4.78468 5.26979 6.34855 4.17121 3.52337 3.43587 3.43995 3.16671 9.8095
threshold=0.39078171310000004 0.47721625100000004 37.232443001650005 0.53017873715000008 0.54504356155000011 44.202975721700007 43.968221017800005 44.578137159850009 0.51017933595000009 0.34482500525000009 0.47076434840000009 40.408647214050006 42.720329370750001 0.34536391125000004 0.47673722340000008 43.968221017800005 0.47550971530000002 0.46482141255000003 0.47500074850000013 0.50634711535000021 0.43584024430000007 41.362929270750008 40.806664626150003 0.55131582885000008 0.55980359870000018 0.54353163080000011 0.30560462260000004 0.46735127690000006 0.39563186730000005 0.39431454150000006
decision_type=2 2 2 2 2 2 2 2 2 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 5 25 6 28 -3 -9 10 26 -11 13 14 -13 -14 17 -17 -12 20 21 22 23 -6 -22 -5 -1 -28 29 -4
right_child=2 7 3 4 19 -7 -8 8 -10 11 18 12 15 -15 -16 16 -18 -19 -20 -21 24 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0061936858767000884 -0.00344304726248713 0.0014747370146882027 -0.0044828975487651536 0.00072123286366944849 0.0018805601735407396 -0.0065085476097054814 0.0061828634281710223 0.0014376289917138556 -0.0058886328405709292 -0.0075548875926399368 0.0049008482939295649 -0.0073716220317180687 -0.0075209259828925403 0.0031399231594439734 0.0017331865215715328 -0.0023666727029310669 -0.0083950839865887875 0.011470678934654368 -0.00087532785455079001 -0.0037348766761918888 0.0031585447234317113 -0.0051517306976634029 0.00409007942713776 -0.0060951006656349976 -0.00021889503282386286 0.0039163989823543851 -1.9973251289012863e-05 -0.0053792348145842933 -0.0053403462300102454 0.006457075828108315
leaf_weight=3.847571548074483 25.692031998187304 295.14762962609529 8.4887551814317757 47.422326639294624 6.1542360186576861 8.2954883649945241 3.8386375606060019 9.6870522648096102 6.804660737514495 4.7928120866417876 10.78400804102421 5.457761190831663 6.3593360930681211 10.206766594201325 5.2747876197099686 3.8356535695493221 1.9527221545577047 1.6293876916170118 6.3424735665321341 12.464410660788415 14.254866831004618 12.949813200160859 5.8253576755523673 7.6554198488593102 101.52990943565965 15.704382475465534 48.565865732729435 4.4710383117198935 9.4771665856242162 4.182109370827674
leaf_count=137 431 1103 91 195 24 184 11 35 59 80 30 93 78 46 19 62 16 4 33 438 45 122 17 66 652 47 346 29 130 10
internal_value=0.00018518 0.00074727 -0.000656484 -0.000379254 -2.68821e-05 -0.00268125 -0.0014595 0.0013128 -0.00158527 -0.000805252 -2.09751e-05 -0.0022744 -0.0015454 4.57561e-05 -0.00289683 -0.00396375 -0.000914133 0.0017589 0.00276175 -0.000632501 -0.000371873 -0.00239298 -0.000573515 -0.00254077 0.000196919 0.00151611 -0.000858783 -0.000471762 -0.00278406 -0.000872081
internal_weight=709.094 425.16 283.935 258.243 223.961 34.2822 25.9867 311.639 16.4917 113.52 74.011 39.5092 34.7164 20.9393 10.7325 13.7771 7.41776 5.46504 17.1265 160.834 148.37 32.5848 19.635 13.8097 115.785 63.1267 56.8845 53.0369 22.148 12.6709
internal_count=4633 2170 2463 2032 1606 426 242 1197 94 973 575 398 318 158 112 160 82 66 63 1364 926 229 107 90 697 242 512 375 231 101
is_linear=0
shrinkage=0.00584668


Tree=99
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 2 0 0 0 0 2 0 0 1 0 2 0 0 0 2 2 2 1 0 1 1 0 1 2 1
split_gain=11.5552 11.9702 6.83258 6.68249 7.02595 5.43379 4.61899 4.38446 4.20892 4.43509 4.7295 7.56049 6.67316 15.9946 4.75661 5.09407 10.1888 9.98951 4.29034 5.83982 4.16521 5.99928 3.97748 3.82244 3.80646 11.8105 3.80557 3.54393 4.19431 4.08241
threshold=0.39078171310000004 0.47880302985000006 37.232443001650005 0.53017873715000008 0.50634711535000021 44.279556297950009 0.51017933595000009 0.54504356155000011 0.39587138110000003 0.47847369840000004 41.873095646600007 0.47787491390000009 0.47396784530000008 0.34007963835000005 0.47774018740000007 48.109449608500007 0.45798030000000006 0.47568935060000012 0.47673722340000008 42.783136484500005 44.202975721700007 43.968221017800005 0.34560342505000002 0.3733870243500001 0.39563186730000005 0.39431454150000006 0.54353163080000011 0.43584024430000007 42.081757894750005 0.43837010870000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 20 7 -3 -7 26 23 10 12 14 13 -10 15 16 -12 -18 -19 -20 21 24 -21 -1 25 -4 -5 28 -9 -29
right_child=2 5 3 4 -6 6 -8 27 9 -11 11 -13 -14 -15 -16 -17 17 18 19 22 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0029309272117569044 -0.0030799354461950269 0.0015086581284650472 -0.0039501739830510143 0.00057268141400270063 -0.0036025917131134629 0.00095160638415584941 -0.0048799423089053388 -0.00066677807754937949 0.0017937467699532025 -0.0039849893013753209 -0.0062922578429919747 -0.0082516992804302115 0.0023398417967632357 -0.0054495625885554117 0.0048346033167898381 0.0013623839626167853 0.0025698621875637258 -0.0068294210138786166 0.0021032470201273667 -0.00078232891065337833 -0.0056396124604017077 0.0045550736621220757 -0.0082507666340746622 -0.0059178722987496416 -0.0047862296262177308 0.0063482480855984015 0.0034474583486313413 0.0025541581551090054 -0.004796277182826679 -0.0002620208794316568
leaf_weight=1.6035500206053246 26.780901929363608 259.69159936159849 9.0143100880086475 47.722600147128105 13.654007475823162 7.6987508684396726 6.5488997846841812 23.193369276821613 22.70796961709857 7.7808498442172995 10.357169076800345 3.5330246835947028 38.586690180003643 12.215206762775777 3.9616933763027182 17.990681655704975 15.227883048355578 5.3855562396347549 6.4244114607572538 3.690877191722393 8.1508819572627527 3.7067421525716773 3.7409329637885094 6.148732153698802 10.153373345732687 4.2783071994781485 16.025944873690605 15.429643772542475 8.8546067029237729 102.50991934910417
leaf_count=18 431 934 91 195 438 29 59 126 147 44 157 27 125 175 10 70 73 59 26 20 184 11 27 170 130 10 47 51 103 646
internal_value=0.000165692 0.000693209 -0.000623912 -0.000373527 -5.27515e-05 0.00134027 -0.00172885 0.000174021 -0.000419127 -0.000231543 -2.84798e-05 -0.000974903 0.000876774 -0.000739772 -0.000589916 -0.000932023 -0.00185285 -0.000518937 -0.0029634 -0.00146078 -0.00243964 -0.00147905 -0.0045417 -0.00408751 -0.00243303 -0.000635566 0.00129538 -0.000302585 -0.00180773 0.000106411
internal_weight=722.769 433.294 289.475 262.694 227.39 273.939 14.2477 213.736 159.355 151.603 143.822 70.3122 73.5099 34.9232 66.7792 62.8175 44.8268 34.4697 19.2418 13.8562 35.3036 27.1527 7.43181 7.75228 23.446 13.2926 63.7485 149.988 32.048 117.94
internal_count=4633 2170 2463 2032 1606 1022 88 1168 1148 960 916 469 447 322 442 432 362 205 132 73 426 242 47 188 231 101 242 926 229 697
is_linear=0
shrinkage=0.00510427


Tree=100
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 2 2 2 0 1 0 0 0 1 0 0 2 2 0 0 0 2 1 2 1 0 0 0 1 1
split_gain=4.81593 4.95525 4.81383 4.44086 5.55818 4.38542 7.64248 5.371 6.69648 3.67866 3.54318 5.4354 3.97186 3.5147 3.57966 3.66227 3.38003 12.9997 3.59291 3.333 3.02698 2.75708 4.92573 3.95343 3.28408 3.23989 2.98565 2.89984 5.59753 9.3936
threshold=0.45420795785000007 0.56065686655000013 50.427417695700008 0.56300709560000006 44.749265482150008 46.095286511800005 47.74983977685001 48.914776625700007 0.58035687555000015 0.30560462260000004 0.61400856260000014 0.61797550970000004 0.66718062335000017 0.49284452560000008 0.61797550970000004 0.62376874945000005 42.686561923500008 41.772405911750006 0.56915960600000015 0.68686566275000016 0.63528038085000016 32.724174661450007 0.38045268105000002 35.119813570500007 0.34377713240000007 0.48458129995000004 0.49877249185000011 0.47721625100000004 0.35585760905000008 0.35027394390000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 -3 13 -6 -7 -8 -9 -1 -10 -12 -13 14 16 -16 17 18 -5 -14 -17 22 25 24 -23 -11 -26 -25 29 -29
right_child=1 3 -4 4 5 6 7 8 10 21 11 12 19 -15 15 20 -18 -19 -20 -21 -22 23 -24 27 26 -27 -28 28 -30 -31
leaf_value=-0.017416622231659802 -0.027959054586607079 0.014728066657544102 -0.01854208356362267 -0.0021162209213796282 0.016648633625093209 -0.026043831590734166 0.012566229264864335 0.012512455960659393 -0.021505032486316297 -0.012614635107962693 0.019198066532071453 -0.026640544531352423 0.028200265746760683 -0.017514077778374826 0.025251842614146952 0.014097360304242045 -0.019596230738951833 0.021187293817143332 -0.01957696054855692 -0.017311376297858949 -0.019828854000194275 0.018865818699280376 0.0050751945200399945 -0.0017741353517615026 -0.0075011427508855505 -0.046186895391446339 0.0082197413365012219 0.0025356679086210444 -4.3272719106864064e-05 0.015985861463673281
leaf_weight=3.015041744336485 2.2576922103762618 3.7468740791082373 3.5415827520191661 5.4860327616334059 4.3840803168714038 3.067508319392803 8.4592823982238787 4.878580808639529 4.8846499100327474 3.328082229010759 2.1105945706367493 2.5614071674644947 0.90219368040561654 8.7397744376212341 1.9441323559731234 1.3504203986376526 5.4649184346199027 4.1417683288455001 8.0647770725190622 0.88131337612867355 1.5824292451143263 5.6671989671885994 3.901621013879776 95.254076272249222 4.445109190419319 1.0469367057085035 13.547767860814927 161.36615857854486 280.95450917258859 15.794044092297552
leaf_count=137 20 12 105 36 13 42 34 20 61 80 9 27 4 512 14 13 84 18 157 40 29 19 32 727 29 8 71 667 1563 50
internal_value=0.000302197 -0.0036741 0.000805453 -0.00291942 -0.00387906 0.00117855 -0.00126588 0.00181405 -0.00379401 0.000921922 -0.0108091 -0.00271591 -0.0133609 -0.0082979 -0.00542474 0.00753592 -0.00815427 -0.00462005 -0.012508 0.00571086 -0.00420765 0.00101639 -0.00852228 0.00115321 0.00781621 -0.0206484 0.00433592 0.00086832 0.00141776 0.00373477
internal_weight=666.771 74.9084 591.862 72.6507 68.9039 32.1296 27.7455 24.678 16.2187 588.321 11.3402 6.45551 4.34491 36.7743 28.0345 4.87698 23.1575 17.6926 13.5508 1.78351 2.93285 585.306 8.27664 577.029 23.6601 4.37502 17.9929 553.369 458.115 177.16
internal_count=4633 1145 3488 1125 1113 250 237 195 161 3383 141 80 71 863 351 56 295 211 193 44 42 3246 120 3126 119 88 100 3007 2280 717
is_linear=0
shrinkage=0.0166449


Tree=101
num_leaves=31
num_cat=0
split_feature=2 1 2 0 2 0 1 1 2 2 1 0 0 0 1 1 2 2 2 2 2 1 1 0 2 2 0 2 2 1
split_gain=4.31494 4.08406 6.00658 3.52369 3.22234 3.07542 7.08751 3.74804 3.69151 4.33492 6.46348 4.03207 11.5195 6.71623 6.8951 3.87635 4.70577 6.70448 6.13671 3.83182 3.74911 3.21072 3.16947 3.15941 4.10623 3.27042 7.4685 4.07055 3.4416 7.83699
threshold=51.757767929250001 0.4995808509000001 48.109449608500007 0.63528038085000016 29.850823923150003 0.61686775845000008 0.48616807880000007 0.48522499325000007 42.783136484500005 42.684965421050009 0.34587287805000005 0.58887458460000019 0.55788748840000013 0.54191491270000014 0.42111014640000005 0.41347564445000012 48.823707093150006 45.205561619650005 49.247968080500009 42.982930821650008 47.079243513300007 0.34584293880000011 0.48522499325000007 0.58887458460000019 42.320906304050006 42.154118731400011 0.49588335680000006 42.580420142950011 40.300545846000013 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 -1 6 7 8 9 23 21 12 13 14 15 16 17 19 -18 -10 -19 -11 -7 25 -25 28 27 -27 -6 -30
right_child=-2 2 -4 -5 5 22 -8 -9 11 10 -12 -13 -14 -15 -16 -17 18 20 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.015001735478673199 -0.012567376468335884 -0.016190236372554997 0.007068133890231627 -0.015134929270127802 0.00030938770004407777 -0.0017376671732484876 -0.021588823248673346 0.017210972764214127 -0.011582720887712679 0.0020085503836984667 -0.0092321431382358619 0.0089627266578309363 -0.018525167934442182 0.01233713971368723 -0.023708772080490968 0.012490223591774577 0.013816640517565714 -0.020954921773888809 -0.0061943890712029331 0.00015393895304347151 -0.0054704011416669531 0.01931817748905492 0.018593256643528518 -0.019594200136484302 0.016657707669319524 -0.0072126158587349125 0.0034606065807893092 -0.027746503433122256 -0.0039854081557564669 0.0052780643359945619
leaf_weight=3.8110434133559457 7.6190373962745062 9.8911430621519667 4.893348764628171 4.149582319892942 203.04147985484451 3.7395722176879627 4.1828729752451173 4.0947589799761763 9.2880834825336915 4.3892082720994958 4.3304754532873622 10.130021777004002 11.783198077231644 10.538086965680121 4.1454701274633399 5.8148588426411143 11.507107742130758 8.6382072865963 7.4393731877207747 70.105931084603071 9.8862559981644136 11.275895357131958 5.7167889066040516 4.2925804816186419 1.1729268804192541 17.642299888655547 24.214540254324675 3.3939137458801261 32.997816422954202 146.344696668908
leaf_count=96 160 528 64 48 1129 29 54 11 70 20 28 41 151 43 61 24 32 139 45 491 57 58 23 92 5 115 113 34 249 623
internal_value=0.000279759 0.00042969 -0.00849222 0.000636417 0.000739655 0.000834863 0.000686791 0.000837937 0.000728455 0.00151889 0.00933537 -0.00152009 -0.00223208 -0.000834444 -0.00192889 -0.00119293 -0.00187376 -0.00338939 0.00595927 -0.0012191 -0.012691 0.0144682 0.0105533 0.00115801 -0.0118143 0.00132381 -0.00304126 -0.0105255 0.00184036 0.00357365
internal_weight=660.471 652.852 14.7845 638.067 633.917 630.106 620.65 616.467 612.372 453.096 19.9956 159.277 149.147 137.363 126.825 122.68 116.865 97.9185 18.9465 79.394 18.5245 15.6651 9.45636 433.1 5.46551 427.635 45.2508 21.0362 382.384 179.343
internal_count=4633 4473 592 3881 3833 3737 3685 3631 3620 2466 106 1154 1113 962 919 858 834 757 77 561 196 78 52 2360 97 2263 262 149 2001 872
is_linear=0
shrinkage=0.0171707


Tree=102
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 1 0 1 1 2 2 2 1 0 2 0 1 0 2 1 1 2 1 0 1 1 1 2 1 0
split_gain=7.63443 7.97171 6.62647 5.16176 4.26765 8.48918 12.2461 7.3046 4.85657 4.48815 4.73753 5.68369 5.3966 4.81141 4.68108 4.82213 12.9636 5.09693 4.14206 5.40845 9.6212 4.42648 4.09942 3.72049 7.86755 5.07791 3.45684 6.52992 5.24813 5.24559
threshold=0.39170982905000007 0.47736594710000008 0.39394030120000006 37.232443001650005 42.546237522150008 0.39563186730000005 0.53499895210000015 0.49284452560000008 0.39670967935000007 40.722669576350008 40.890797847750008 41.542492784600007 0.42307116555000007 0.54450465555000005 40.003678352300007 0.55131582885000008 0.43967246490000006 0.57161462230000015 43.968221017800005 0.45932756505000005 0.44844465735000011 51.757767929250001 0.44618424600000006 0.53866650695000018 0.42802610700000004 0.44765126795000004 0.3447651268000001 40.408647214050006 0.33894194785000004 0.45995628875000011
decision_type=2 2 2 2 2 2 2 2 2 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 9 -6 14 -11 12 -12 -13 15 -8 -17 -18 19 20 -10 -20 -15 -16 -25 -26 28 -28 29 -1
right_child=2 -3 3 4 8 6 7 -9 18 10 11 13 -14 22 23 16 17 -19 21 -21 -22 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0006211060954159274 -0.010184427628613355 0.0016956675573703357 -0.0045377828474379928 0.010127116326399486 -0.010355449883199584 -0.0089186228991516413 0.0044915493443369496 -0.0091942515128246392 -0.0050760062299953579 0.0084774859749098055 0.0036659976113242333 0.0076991815459548883 -0.0072223922580197759 -0.0026477223651653597 0.0045312857056332301 -0.01181186464746483 0.0051543380894725705 -0.0052104371959072384 0.00089755288101914482 -0.010046970312379963 0.0082043571366772605 -0.0061513716201021537 0.0052219668841860158 -0.015669842347899386 0.0059442848652756751 -0.0059634138689526328 -0.011629055511034839 -0.0015915648941257606 0.0035020870419432645 -0.011748854817773264
leaf_weight=46.422109512612224 5.6760141402482978 303.50897349789739 24.166504914872348 6.6964040249586096 4.7000445909798136 10.367598857730625 19.579530984163284 5.1895218435674897 16.189031012356288 9.9820603355765325 5.8346919417381278 14.136133581399916 8.2484986707568151 10.462644409388306 3.3319809362292316 6.4661586955189732 13.627644814550878 4.822427835315465 52.151254925876856 8.0145332515239698 5.4824807308614245 7.6721680741757146 9.4650258645415288 4.2380225211381939 4.0609242469072324 7.9561208859086037 5.5068476647138587 41.801396675407887 24.683072036132216 3.4142894297838202
leaf_count=437 91 1210 422 16 91 111 60 249 129 29 19 37 54 52 10 65 46 69 379 193 18 142 39 29 12 68 84 349 91 32
internal_value=0.000221994 0.000944138 -0.000921895 -0.000721873 -0.000335501 0.000600133 0.000137064 0.000873992 -0.00177025 0.00130152 0.00304494 0.00191864 -0.00271131 0.00383282 -0.000279915 0.00127382 -0.00125472 0.00244522 -0.00131945 -0.0039654 -0.00171633 -6.44978e-06 0.00109014 -0.00380952 -0.00551923 -0.00193944 -0.000928146 -0.00275996 0.000234774 -0.00138347
internal_weight=693.854 425.337 268.517 262.841 238.675 144.465 137.769 127.401 94.2095 122.212 58.1291 48.147 14.0832 34.0638 64.0828 44.4958 24.9162 18.4501 89.5095 29.686 21.6715 59.8234 19.9277 19.587 16.2551 12.017 121.828 47.3082 74.5195 49.8364
internal_count=4633 2203 2430 2339 1917 965 949 838 952 589 230 201 73 128 359 240 180 115 861 340 147 521 91 119 109 80 993 433 560 469
is_linear=0
shrinkage=0.00866462


Tree=103
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 1 0 0 1 1 1 0 1 2 0 1 1 0 0 2 2 1 1 2 1 0 2 2 0
split_gain=10.6379 11.1024 6.43406 6.32854 5.31679 5.18116 5.75081 6.24273 5.07312 5.06745 9.26587 4.8951 5.48147 4.43957 4.35177 4.19231 4.40097 9.48528 5.07555 4.72035 4.16501 5.03799 4.12097 6.25188 5.01807 4.95888 4.90428 4.07484 4.25868 4.05957
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.54504356155000011 36.772607578000013 0.43584024430000007 0.4529056016000001 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.34482500525000009 0.47076434840000009 0.44844465735000011 40.408647214050006 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.5206281249000001 0.51657136015000005 37.688226470200007 44.749265482150008 0.48522499325000007 0.45824975300000009 43.521589032450009 0.46636328255000009 0.58745247150000013 42.081757894750005 49.721603660250004 0.47500074850000013
decision_type=2 2 2 2 2 2 2 2 2 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 -5 27 7 -7 -9 10 -10 12 -1 -12 -13 16 17 18 19 -3 -8 22 23 -22 25 -25 -27 -6 -29 -14
right_child=2 15 3 4 5 6 20 8 9 -11 13 14 29 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 26 -28 28 -30 -31
leaf_value=-0.00096379347584392146 -0.0036086664985111551 0.0019542582386660569 0.0015135762364143881 -0.0058384715344877193 -0.0018027616814478317 0.0063373386211495013 0.0061140941180011397 -0.0080277687457632699 0.0054537479542598744 0.0061372725319315483 -0.0068142351211925092 -0.0096088496418597433 0.0065793352340039442 0.00081305886528691468 -0.0021595112188500048 -0.0020804279564141941 0.0070157677409116714 -0.0084428171476017607 0.0080157779245457975 -0.004022341707733486 -0.0096373460430749531 0.00026970043389149852 -0.0081434763574539399 0.0044482289305996358 -0.0084516829695997896 -0.010655635858382761 0.00083373354506540906 -0.01024538483221884 0.0022128073784217035 -0.00094250766857900041
leaf_weight=57.467878682538867 41.428830973803997 261.73254332318902 68.159501601010561 12.698511782102285 23.700546145439148 12.719366647303103 3.854929161258041 3.6998324841260901 9.708544112741949 8.7197248116135579 10.299278791993858 5.0071747042238703 11.012423649430277 7.2986152842640868 35.584317479282618 15.305053740739821 9.2463409379124624 4.9998181462287894 7.5231139771640292 7.6120691522955886 5.3597814626991775 32.866200290620327 9.0346994828432781 10.258000180125242 3.8764727488160124 3.1672003492712957 6.0555659383535385 7.3610939346253854 1.9407963789999483 6.3217608481645575
leaf_count=512 479 1014 264 326 133 32 47 19 31 25 83 80 30 42 318 75 23 26 21 38 57 258 368 48 66 28 54 73 30 33
internal_value=0.000239074 0.000991307 -0.000885281 -0.00041669 -0.00117887 -0.000808869 -0.000122171 0.00177559 0.000315017 0.00117181 -0.000413805 -0.000986615 0.000148511 -0.00365086 -0.00307843 0.00173617 0.00193682 0.00177021 0.00195465 0.00178535 -0.00145861 -0.001872 -0.00373653 -0.00235006 -0.000677845 0.000869069 -0.00311184 -0.00344972 -0.00764604 0.00383613
internal_weight=704.02 421.812 282.207 240.779 172.619 159.921 126.918 52.4454 39.726 36.0262 27.3064 115.394 74.8021 17.5979 40.5915 306.419 291.114 281.868 276.868 269.345 74.4728 70.6179 37.7517 28.717 23.3572 19.4808 9.22277 33.0024 9.30189 17.3342
internal_count=4633 2170 2463 1984 1720 1394 1158 232 200 181 156 973 575 125 398 1197 1122 1099 1073 1052 926 879 621 253 196 130 82 236 103 63
is_linear=0
shrinkage=0.00748158


Tree=104
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 2 1 0 0 1 2 2 2 0 0 0 2 0 0 0 2 1 1 0 1 1 2 1 2 0
split_gain=10.5823 10.2171 6.83069 5.9811 5.36251 4.65642 6.7192 13.1193 5.25634 4.92467 4.58026 8.02051 10.7113 10.2466 8.00253 5.38507 4.17111 8.22094 10.8003 4.95954 4.07509 9.78541 5.89239 4.06243 14.6534 4.79915 6.57326 4.57019 9.13893 7.13215
threshold=0.39170982905000007 0.47880302985000006 0.39394030120000006 0.50634711535000021 37.232443001650005 42.546237522150008 0.39563186730000005 0.53499895210000015 0.54504356155000011 0.39670967935000007 41.873095646600007 41.16018805045001 40.806664626150003 0.41973294215000007 0.47787491390000009 0.47774018740000007 48.109449608500007 0.45798030000000006 0.47568935060000012 0.3733870243500001 42.720329370750001 0.34542378970000004 0.34494476210000008 0.50913146310000013 0.37977904855000005 0.36166581840000006 37.765550062200006 0.34575312120000007 41.289992964000007 0.48368312325000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 4 -4 6 -6 -8 -9 -7 11 12 13 -1 15 16 17 19 -19 -12 21 -20 -22 27 25 -25 -27 28 -3 -30
right_child=2 23 3 -5 5 9 7 8 -10 -11 14 -13 -14 -15 -16 -17 -18 18 20 -21 22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0082980808876599952 -0.0091061236493201261 0.0038542754821304327 -0.0040315652560653963 -0.0056219000761272807 0.0082665752352425476 -0.0091909367924586111 -0.0079507787854025663 0.0033430747624505187 -4.4645404864576099e-05 -0.0011076794569046496 0.0056816285391475575 0.0046436146119779734 -0.01372057586800104 0.0013059624938127267 -0.011659983272583774 0.007398539339519828 0.0013333936612401518 0.0038523056205869858 -0.0081158922133772477 -0.009162974820005278 0.0013164743062732312 0.0080877490251882664 -0.011389944911611289 0.0016949261404730497 0.0023589734386232062 0.0020164847014873017 -0.010543124983934234 0.003276300573192593 0.00062869338531182264 -0.0061580605739110254
leaf_weight=7.5369929876178494 5.929256046190857 34.787209689617157 23.017364976927638 14.199213955551384 6.6182237118482581 4.6964828856289378 10.369747638702391 39.640022218227386 84.554088070988655 81.718759756535292 1.4706608466804016 22.08467860892415 3.5373678468167773 49.782254058867693 4.6670230850577346 3.9732109904289237 18.399721644818783 15.605350092053412 4.9002953842282313 13.499339254572986 2.9712641015648824 3.9795878902077675 7.7853974997997284 4.0788115337491062 51.309805080294609 3.1571050435304633 11.047929156571625 130.55411516875029 30.020165547728539 13.108311355113981
leaf_count=201 91 111 306 554 16 91 111 124 497 640 16 88 40 218 38 10 75 73 37 257 14 12 69 14 182 11 90 472 111 64
internal_value=0.000235465 0.000972572 -0.000957702 -0.000775257 -0.000500658 -0.00014357 0.000715438 0.000344053 0.00103664 -0.00154699 -0.00057161 0.000681074 -0.000756919 4.31126e-05 -0.00191655 -0.00129007 -0.00179322 -0.00293894 -0.000914577 -0.00770463 -0.00470286 -0.000854106 -0.00788011 0.00186218 0.000256321 -0.00564434 -0.00775172 0.00239826 0.000927043 -0.00143405
internal_weight=709 438.257 270.743 264.814 250.615 227.597 141.182 134.564 124.194 86.4152 160.193 82.9413 60.8566 57.3192 77.2519 72.5848 68.6116 50.2119 35.2419 14.97 19.6365 8.87988 10.7567 278.063 69.5937 18.2838 14.205 208.47 77.9157 43.1285
internal_count=4633 2203 2430 2339 1785 1479 748 732 621 731 1148 547 459 419 601 563 553 478 205 273 132 49 83 1055 297 115 101 758 286 175
is_linear=0
shrinkage=0.00767626


Tree=105
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 2 2 0 0 0 0 0 0 0 2 1 1 2 2 0 2 2 0 0 2 0 0 2 1 1
split_gain=18.947 17.1085 7.65366 7.46572 9.93875 9.6303 6.08073 6.37749 5.18059 5.08604 5.84347 4.85341 4.81248 4.68558 4.35254 4.33996 7.46375 11.1967 4.15179 7.69622 6.81965 10.4594 9.16771 5.52864 6.05044 11.0359 9.70568 4.25748 9.51808 5.58747
threshold=0.39078171310000004 0.47880302985000006 44.279556297950009 0.53146612375000013 0.57212358910000016 44.749265482150008 49.247968080500009 0.58035687555000015 0.6310290111500001 0.56974342085000018 0.54504356155000011 0.51017933595000009 0.39587138110000003 0.5380527529500001 43.61821939175001 0.43540612555000008 0.45107930900000009 39.476991512000005 41.873095646600007 0.47787491390000009 41.16018805045001 40.806664626150003 0.41973294215000007 0.47774018740000007 48.109449608500007 0.45798030000000006 0.47568935060000012 42.720329370750001 0.34542378970000004 0.34494476210000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 -3 -2 9 -6 8 -8 -7 10 13 -4 -1 14 -5 -12 -17 -18 20 23 21 22 -14 24 25 -20 -27 28 -28 -29
right_child=3 2 11 4 5 6 7 -9 -10 -11 15 -13 18 -15 -16 16 17 -19 19 -21 -22 -23 -24 -25 -26 26 27 29 -30 -31
leaf_value=-0.005591235487423428 -0.0035565097144709232 0.0024728658797068255 0.0010812458388607072 -0.0043435489897480067 -0.0044423582935336145 0.0043355633262527017 0.003018690034034478 -0.0055480861937813476 -0.002447049834868229 0.0050162913297933679 -0.002873976856353746 -0.0067394784804002596 -0.0073456649768730217 0.0026006224893989523 0.0023618144862394106 0.0028716247879888653 0.0030633523719604764 -0.0067453031062109188 -0.0083777321227520279 -0.0099764131780079018 0.0040304082385988439 -0.012321952125527749 0.0012488798592345128 0.0067844057823103912 0.0019534413289409012 0.0032274570274937213 -0.0068899573558765101 0.0010278993506608843 0.0073040977811399711 -0.0098940571791779255
leaf_weight=8.1760308127850276 44.192077858373523 269.3299228027463 7.7994891852140409 10.09225118905306 47.376148955896497 16.596139788627628 5.7385240159928825 12.9141538888216 7.464364191517233 10.471988990902899 35.29027234762907 6.7831765413284302 6.3997168391942969 52.117336791008711 7.8830998241901389 24.111971288919449 9.2341155745089072 12.555513195693491 11.550376918166874 4.5267142802476874 21.685130916535854 3.1835400089621535 50.071921657770872 4.0554268360137931 18.1667425557971 15.535893961787222 4.7601484358310717 2.9772898033261281 3.9542312733829021 7.6289127208292484
leaf_count=188 479 934 29 61 889 53 32 152 68 32 248 59 160 173 30 85 42 119 157 38 75 27 218 10 70 73 37 14 12 69
internal_value=0.000333402 0.00121275 0.00221454 -0.000993134 -0.000543332 -0.00234323 -1.49385e-05 -0.0029125 0.00223137 0.00045911 0.00014366 -0.00255659 -0.000535662 0.00157391 -0.00140291 -0.00109107 0.000279667 -0.00258854 -0.000268118 -0.00143692 0.000783082 -0.000397347 0.000274893 -0.000873667 -0.00135462 -0.00264961 -0.000751489 -0.003951 -0.000449272 -0.00682813
internal_weight=742.623 446.585 283.913 296.038 251.846 90.0893 42.7132 18.6527 24.0605 161.757 151.285 14.5827 162.672 70.0927 17.9754 81.1919 45.9016 21.7896 154.496 73.1557 81.3403 59.6552 56.4716 68.629 64.5736 46.4069 34.8565 19.3206 8.71438 10.6062
internal_count=4633 2170 1022 2463 1984 1194 305 184 121 790 758 88 1148 264 91 494 246 161 960 480 480 405 378 442 432 362 205 132 49 83
is_linear=0
shrinkage=0.00676168


Tree=106
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 1 0 1 1 0 1 0 0 2 0 1 0 1 0 2 0 2 1 0 0 0 2 2 0
split_gain=25.4007 26.9692 10.2534 11.587 9.35391 7.75245 7.78016 6.92179 6.86158 10.1063 6.56959 6.2024 7.31541 6.13831 6.09722 5.91808 7.4521 7.88084 5.06424 6.03516 10.8606 6.90564 6.10609 16.6761 16.6719 7.24617 7.97972 6.6979 5.91679 9.50178
threshold=0.39078171310000004 0.47721625100000004 0.50634711535000021 0.53146612375000013 0.54504356155000011 36.772607578000013 0.43584024430000007 0.55980359870000018 0.3447651268000001 0.33894194785000004 0.5380527529500001 0.32467590790000006 0.39587138110000003 0.52324780695000006 43.61821939175001 0.45995628875000011 0.35696536035000009 0.47673722340000008 0.39019789825000006 0.50730517050000012 36.654713368950006 0.50291907430000016 38.621016321050007 0.35585760905000008 0.48032993025000009 0.47938684470000009 0.47787491390000009 40.518963363600001 41.257948413050009 0.48368312325000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 10 -6 -7 -8 9 11 14 12 -1 18 -5 -10 17 -17 19 21 -21 22 -3 25 -25 26 -24 -28 -27 -30
right_child=2 13 -4 4 5 6 7 -9 15 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 20 -22 -23 23 24 -26 28 27 -29 29 -31
leaf_value=-0.0035347128853825305 -0.0023470604351087171 0.0030628185932873074 -0.0034686498955999795 -0.0030670883355791707 -0.0035600797334150729 -0.0021020323751388091 0.0026809084010080745 -0.00028288478474721075 -0.0040896609829188394 0.0020254383231749708 0.0018022610506130362 -0.003742714270687461 0.00051789487261245557 -0.0011057873083510212 0.0016597212472144655 -0.0040751988728449503 0.0030500862124116686 0.00029463150719775098 0.0043004032211489702 0.0035180380238963999 -0.0011217351363170063 0.0036564855106463825 0.0019497029311285133 0.0039988883101884269 -0.0058552004950396851 0.0030357902632782009 0.0011517391703076123 -0.0031356191135285959 0.0022701706129588882 -0.00035241880729673398
leaf_weight=9.4439649358391744 47.603859927505255 33.319007873535156 20.824740199372172 10.45941484719515 14.126559086143969 35.002987552434206 14.924188405275343 107.5996057651937 15.354451488703488 26.209345631301403 53.870450973510742 11.313756819814442 34.372471541166306 15.587858386337755 8.0187159106135351 14.032108582556249 6.086547188460826 13.43828436732292 10.498505868017672 11.17772217094898 33.657884180545807 25.818188868463039 20.792519897222519 3.9684889316558829 10.184036687016485 51.985894933342934 9.9629465341568011 15.473273210227488 64.841359198093414 35.588956609368324
leaf_count=179 479 90 554 61 217 236 45 668 221 89 173 103 187 75 30 114 22 58 23 27 159 66 68 10 59 146 32 90 214 138
internal_value=0.000198476 0.000794433 -0.000703972 -0.000506535 -0.000147456 -0.000665859 -0.000406314 7.81243e-05 -0.000785357 -5.94929e-05 0.0010825 -0.00105069 -0.000355583 0.00139459 -0.00101586 -0.00199247 -0.00103287 -0.00193751 0.00151369 0.00142133 3.49816e-05 0.00164991 0.00143941 0.00118522 -0.00309203 0.00148996 7.56166e-05 -0.00145633 0.00191894 0.00134082
internal_weight=785.538 473.108 312.431 291.606 244.002 171.653 157.527 122.524 130.251 81.3395 72.3486 55.1302 43.8164 342.857 18.4781 48.9114 33.5569 27.4704 327.269 316.77 44.8356 271.935 246.116 212.797 14.1525 198.645 46.2287 25.4362 152.416 100.43
internal_count=4633 2170 2463 1909 1430 1166 949 713 973 558 264 469 366 1197 91 415 194 172 1122 1099 186 913 847 757 69 688 190 122 498 352
is_linear=0
shrinkage=0.0040783


Tree=107
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 0 0 2 0 1 1 1 0 2 2 0 2 0 2 2 0 0 1 1 1 0 0 1 0 2
split_gain=17.3629 17.1976 9.0746 8.07213 7.97587 7.23481 8.66915 6.34696 5.85451 5.69224 7.2835 6.32277 6.63163 5.81831 5.29115 5.3773 5.15208 5.1132 5.01277 9.15344 4.83006 4.79548 5.46348 4.68777 4.53361 7.37731 4.07578 10.3478 8.95868 3.97622
threshold=0.39078171310000004 0.47697673720000006 0.34482500525000009 37.232443001650005 0.47396784530000008 0.53017873715000008 0.54504356155000011 44.578137159850009 0.51017933595000009 0.50634711535000021 0.43584024430000007 0.4529056016000001 0.57212358910000016 44.749265482150008 39.476991512000005 0.57161462230000015 42.081757894750005 0.54353163080000011 44.202975721700007 43.968221017800005 0.47500074850000013 0.58249753000000004 0.46112391845000006 0.30560462260000004 0.35696536035000009 0.45995628875000011 0.60710757165000018 0.48616807880000007 0.61797550970000004 49.960114208400007
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 18 17 -3 -9 10 16 12 -12 14 15 -13 -8 -7 19 -5 -6 -16 -23 -1 -4 -26 27 -15 -28 -18
right_child=3 7 24 5 20 6 9 8 -10 -11 11 13 -14 26 21 -17 29 -19 -20 -21 -22 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0058285850203619273 -0.0034662227635214003 0.0016768017236893122 -0.0049692285856099 -0.0027977103430012144 0.0063065204302954862 0.00063392298684622971 -0.0013188354957722925 0.00089225320077623122 -0.0055720332879904645 -0.0039264912678129028 0.0027878098565185627 0.004762369264374882 -0.0012674881875127553 0.0028351292904710344 -0.0058790040182503086 -0.0031853876565889469 -0.0076451378822529649 0.0040807357346559778 -0.0061034219356786174 0.0060047475454501793 1.7902712748424746e-05 0.0042456112277063267 -0.0032657611353311858 -0.00034373851799924301 -0.0044008521380696003 0.0036161001092952579 0.0071370741081789226 -0.0069732049011182028 -0.0014335375989135463 0.00068659488507850485
leaf_weight=4.9692110363394013 29.813794275745749 318.77729050815105 19.815560219809413 24.638974171131853 8.5195088461041433 48.680511295795441 24.57826767116785 10.224544882774355 6.8977541029453269 15.435987558215855 37.680548615753651 5.3817191272973997 17.297735325992107 7.5807324349880236 13.375244610011579 4.6784058324992657 8.060552850365637 17.097026880830526 9.4880520123988372 4.0429955422878256 6.206662416458129 3.7547333240509024 11.774487085640429 58.667731780558825 7.7622461020946485 5.9699934422969818 7.3126299753785116 5.4254315420985222 7.035096786916256 2.1287209764122954
leaf_count=137 431 1141 229 231 19 195 126 39 59 438 115 19 116 27 127 57 75 47 184 11 30 19 105 386 108 22 14 63 35 28
internal_value=0.000210987 0.000890743 -0.000950137 -0.000786195 6.01015e-05 -0.000496115 -0.000143666 0.00150406 -0.0017119 -0.00078552 -0.000474853 0.000152267 0.0015119 -0.000974872 -0.0023205 0.00106631 -0.00266275 0.00152983 -0.00268706 -0.00155692 0.00365605 -0.00349927 -0.00144962 -0.000772033 -0.00330992 -0.000915539 0.000941929 -0.00125635 0.00293466 -0.00590449
internal_weight=753.072 447.811 111.911 305.262 78.3631 275.448 237.278 335.9 17.1223 171.5 156.064 121.297 54.9783 66.3185 38.9646 10.0601 34.7675 65.7775 38.17 28.682 14.7262 28.9045 15.5292 63.6369 33.5478 13.7322 27.3539 13.0062 14.3477 10.1893
internal_count=4633 2170 931 2463 572 2032 1606 1239 98 1364 926 697 231 466 327 76 229 242 426 242 49 251 124 523 359 130 139 90 49 103
is_linear=0
shrinkage=0.00542213


Tree=108
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 2 0 1 1 0 0 1 1 2 0 2 0 2 2 0 1 0 0 0 2 2 2 0 0
split_gain=20.4764 19.6209 8.12307 9.73486 7.50593 6.11215 6.06561 6.22183 5.57142 4.95453 7.44044 4.80671 8.59205 6.72539 8.57883 5.16412 8.73143 4.77035 5.04422 4.72476 4.53317 6.89582 4.76425 4.73873 5.1914 4.47534 9.31446 4.33888 8.05601 10.0725
threshold=0.39078171310000004 0.47721625100000004 0.50634711535000021 0.53146612375000013 0.54504356155000011 36.772607578000013 44.578137159850009 0.51017933595000009 0.43584024430000007 0.43837010870000009 0.57161462230000015 0.5641597557000001 0.44844465735000011 0.4529056016000001 44.749265482150008 0.58035687555000015 47.309807198350008 0.5380527529500001 45.321989007550009 42.081757894750005 0.39587138110000003 0.3447651268000001 0.47396784530000008 0.45995628875000011 0.46735127690000006 44.202975721700007 43.968221017800005 46.324972967950011 0.61797550970000004 0.60861950240000018
decision_type=2 2 2 2 2 2 2 2 2 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 25 17 -6 -3 -8 19 10 -10 -11 -13 15 -15 -14 -17 18 -5 -7 -1 22 -22 -23 -25 26 -2 -16 29 -29
right_child=2 6 -4 4 5 8 7 -9 9 11 -12 12 13 14 27 16 -18 -19 -20 -21 21 23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0046500238584801399 -0.0030182238299770298 0.0018597319392809552 -0.0043628749874085144 -0.0029187722555031677 -0.004406109431646355 -0.0011484469952514117 0.0012942141639254504 -0.0054739193263630657 -0.00020692007417080676 0.0019149135646907816 0.0074292625977026546 -0.0057770756677765775 0.0057765313019332003 -0.0030468082762560951 0.0060568963392109596 -0.0075152249550067647 0.0054191228047953451 0.0021581791001389797 0.0034586419137068352 -0.0056118294498503684 -0.00016780038336603571 -0.0050725959559383086 0.0035969031890071119 0.0051372685055364785 -0.0019075799474013843 -0.0061811911962593256 0.0058750380547931812 -0.0011582904087097839 -0.0061986075913075308 0.0072702651698419874
leaf_weight=8.8355254940688592 31.341718088835478 316.18555882573128 18.250414410606027 12.932732395827772 12.894589332863687 24.778317309916019 9.7605826705694216 6.9458836540579787 9.3225094079971296 21.923547871410847 6.4497986212372771 9.7729757986962777 8.4414489269256574 32.440088707953691 4.4184947460889843 2.9939436167478553 3.2541605308651924 52.831383731216192 5.1934994980692855 9.923653479665516 55.454394655302167 12.741909906268118 12.264326415956019 3.5159875750541714 28.118564449250698 9.8825695104897004 3.9636129662394515 12.199174139648681 4.7570922449231139 6.4896364808082572
leaf_count=188 283 1103 554 74 217 133 35 59 37 79 14 80 19 310 10 33 9 173 17 103 333 221 37 11 183 185 11 80 30 12
internal_value=0.000269415 0.00100511 -0.000827222 -0.000601765 -0.000165267 -0.00078835 0.00169013 -0.00151971 -0.000491531 5.63029e-05 0.00291576 -0.000366417 -0.000956444 -0.000328235 -0.00113611 0.0029883 -0.00077871 0.00132804 -0.00109153 -0.00242483 -0.000880566 -0.000583451 0.000514013 -0.00225819 -0.00112459 -0.0029299 -0.00201981 0.00108835 0.000152003 0.0017685
internal_weight=758.278 453.823 304.455 286.205 241.017 170.059 332.892 16.7065 157.165 122.463 15.7723 106.691 84.767 74.994 60.3045 14.6896 6.2481 70.9576 18.1262 34.702 120.931 112.095 67.7187 44.3765 31.6346 45.1879 35.3053 27.8644 23.4459 18.6888
internal_count=4633 2170 2463 1909 1430 1166 1197 94 949 713 51 662 583 503 442 61 42 264 91 236 973 785 370 415 194 479 294 132 122 92
is_linear=0
shrinkage=0.00546599


Tree=109
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 1 0 1 1 2 2 0 2 2 2 0 1 0 2 1 1 1 0 2 0 2 1 1 2 0
split_gain=7.32489 7.19384 6.46875 4.70865 4.32236 7.84711 11.5704 6.30048 4.65506 4.42427 5.01602 5.32082 5.37844 5.71114 4.31126 5.1389 13.0907 4.9271 4.0524 3.87771 3.83182 3.81946 3.48297 3.37898 3.13008 4.07411 3.09959 3.63025 6.07355 3.88125
threshold=0.39170982905000007 0.47736594710000008 0.39394030120000006 37.232443001650005 42.546237522150008 0.39563186730000005 0.53499895210000015 0.49284452560000008 0.39670967935000007 40.722669576350008 40.890797847750008 0.54504356155000011 41.772405911750006 41.319407281650008 40.003678352300007 0.55131582885000008 0.43967246490000006 0.57161462230000015 43.276780833950006 0.43837010870000009 0.47941678395000004 0.41917906650000009 0.5218855723000001 51.757767929250001 0.56859076075000015 35.374259656300005 0.30560462260000004 0.3447651268000001 40.408647214050006 0.45350438610000005
decision_type=2 2 2 2 2 2 2 2 2 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 24 5 -5 22 9 -6 14 -11 21 13 19 15 -8 -17 -18 -10 -13 -19 -12 -7 -20 25 -4 -1 -28 -29 -30
right_child=2 -3 3 4 8 6 7 -9 18 10 11 12 -14 -15 -16 16 17 20 23 -21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.017579361246046036 -0.019612417693699306 0.0031833703202966239 0.00423785918471837 0.018934398961743305 -0.019886705403932677 0.0039145210238627761 0.0086873424131200458 -0.01762699548947055 -0.011067602775413195 0.016532333684736909 0.0025195702839962953 0.010174403278781326 0.0056297353752627283 -0.022829320226561017 -0.0071765513512484233 -0.023020424340464984 0.0096630445591901221 -0.019351052015178165 8.1174965018317527e-05 -0.012313937540926108 0.013941623332040099 0.018276851701256095 -0.021623885789325656 -0.011747303760949727 -0.017857933409640165 -0.012395771274346799 0.0012150378541719783 -0.022241377538824433 -0.018609126826116273 -0.0010509430340869268
leaf_weight=3.3479571398347607 5.5483053065836421 302.20302069559693 7.8384107574820581 6.6571689546108237 4.5794142484664908 1.8291550278663624 19.55893162637949 4.5540534341707817 13.410050562582908 10.04108080267906 8.0771863311529177 4.6113149076700228 16.82059146463871 4.9639220237731925 19.473410427570343 6.5822545513510731 13.53445775806904 3.4679389707744113 68.431601327843964 4.0199528783559799 1.3434349596500395 9.235252380371092 8.2076062709093076 7.5065830107778302 7.0111072408035389 8.7049264796078187 67.807456949725747 5.0287986993789664 3.9019479267299166 36.632444232702255
leaf_count=137 91 1210 49 16 91 17 60 249 124 29 28 14 72 36 119 65 46 58 595 28 11 23 94 142 296 77 423 84 94 255
internal_value=0.00044123 0.00182039 -0.00173073 -0.00134982 -0.000640268 0.00119201 0.000325566 0.00170015 -0.00342938 0.0024232 0.00578046 0.00351848 -0.000697387 -0.00852559 -0.000609089 0.0022657 -0.00277281 0.00449178 -0.00258589 -0.000299385 -0.010055 0.0109252 -0.0169696 -0.00108808 -0.0084863 -0.00451458 -0.00170859 -0.00123991 -0.00489338 -0.00274114
internal_weight=684.93 418.922 266.008 260.46 236.905 142.978 136.321 126.284 93.9276 121.73 57.7693 47.7282 30.4158 13.5952 63.9604 44.487 24.9281 18.3458 89.3482 8.63127 4.81137 17.3124 10.0368 75.9382 23.5544 16.5433 116.719 113.371 45.5632 40.5344
internal_count=4633 2203 2430 2339 1917 965 949 838 952 589 230 201 150 78 359 240 180 115 861 42 69 51 111 737 422 126 993 856 433 349
is_linear=0
shrinkage=0.0167361


Tree=110
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 2 1 1 0 1 1 0 1 1 2 0 0 0 2 1 1 1 0 0 1 2 2 2 0
split_gain=25.187 26.7988 12.007 11.2048 9.08034 7.4632 7.03635 6.9872 6.74395 7.53946 7.21994 10.2885 8.98692 7.44168 10.6979 7.18969 6.93308 6.43016 5.43875 5.45306 5.41169 11.0689 6.04028 7.3608 5.35564 5.86616 5.11798 4.63723 9.89259 4.50152
threshold=0.39078171310000004 0.47721625100000004 0.50634711535000021 0.53146612375000013 0.54504356155000011 36.772607578000013 44.578137159850009 0.43584024430000007 0.4529056016000001 0.55980359870000018 0.46280051495000007 0.46551001470000003 0.60710757165000018 0.48616807880000007 0.4830394299500001 44.749265482150008 0.58249753000000004 0.51017933595000009 0.5380527529500001 45.321989007550009 0.3447651268000001 0.33894194785000004 0.32467590790000006 0.42615490555000007 0.45995628875000011 0.34584293880000011 42.081757894750005 44.202975721700007 43.968221017800005 0.47673722340000008
decision_type=2 2 2 2 2 2 2 2 2 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 27 18 -6 -3 26 9 -9 16 -12 13 14 -13 -14 -10 -8 19 -5 21 22 23 -1 -22 29 -7 28 -2 -26
right_child=2 6 -4 4 5 7 17 8 10 -11 11 12 15 -15 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0014279399113655341 -0.0023668929509035844 0.0015125197649982448 -0.0035275997897526996 -0.0022364425812411402 -0.0034256371203298832 -0.00097149206485388606 0.00093904240766798158 0.0037943124802678608 -0.0046037371132882782 0.00028393207296310163 0.0055992191921440245 -0.0033190029754528228 -0.001959329414644067 -0.0053732063269951126 0.0036854029846272985 0.0030334878996531936 -1.4649386431004927e-05 -0.0041558980186526834 0.0017390202306442535 0.0026682448750404487 -0.0039714252660316644 0.0019955371919224093 -0.0037762169033619588 0.0024431264845930188 -0.0037140548083121777 0.0018379314511740505 -0.0043554739110393086 -0.0046402426444853472 0.0042697453613439098 -0.00017269345700183752
leaf_weight=33.980938889086246 32.270592428743839 323.51174446940422 23.030273618176579 13.050084918737413 14.490648835897444 24.717997066676617 9.8323856592178362 13.337425038218496 12.952704742550852 41.808883298188448 5.0613221228122702 9.1769199073314685 7.127218164503577 8.2285072319209558 5.933830313384532 14.391621835529802 9.381624259054659 7.0144837573170653 53.460872415453196 5.2549213469028464 14.276766860857604 26.583308987319469 11.776002034544943 10.666342377662657 12.531418159604074 8.8571639657020551 10.534408718347548 10.76381132006645 4.1944569945335379 11.264539800584314
leaf_count=334 283 1103 554 74 217 133 35 32 123 200 13 76 65 87 18 43 56 59 173 17 221 89 103 32 107 36 103 185 11 51
internal_value=0.000181331 0.000779526 -0.00070011 -0.000480219 -0.000135763 -0.000629987 0.00137913 -0.000380924 6.23039e-05 0.00113294 -0.000754836 0.00010474 -0.0005152 -0.00226242 -0.000568448 0.00137983 -0.00267607 -0.00118232 0.00108415 -0.000828426 -0.000791096 -0.000167267 -0.00118625 -0.000503133 -0.00189448 -0.000986393 -0.00198272 -0.0022956 -0.0016035 -0.00203764
internal_weight=789.463 470.295 319.168 296.138 248.909 177.143 340.359 162.652 127.4 55.1463 72.2537 49.9194 44.8581 23.3393 15.1108 21.5188 22.3343 16.8469 71.7659 18.305 129.936 83.0066 56.4233 44.6473 46.9299 32.6531 35.2524 47.2289 36.465 23.796
internal_count=4633 2170 2463 1909 1430 1166 1197 949 713 232 481 302 289 181 94 108 179 94 264 91 973 558 469 366 415 194 236 479 294 158
is_linear=0
shrinkage=0.00406533


Tree=111
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 0 1 1 1 0 2 1 0 2 1 2 1 1 2 2 1 2 2 2 1 1 1 1 0
split_gain=23.746 24.0336 9.79039 11.4426 8.7395 7.62678 6.41085 6.32381 9.29337 5.59728 7.34587 5.28505 5.19546 6.55885 11.7053 5.59255 5.63896 5.74261 10.9645 8.79486 7.14787 6.15394 5.47226 8.11061 5.46302 4.90675 4.60364 4.60421 5.46053 4.47966
threshold=0.39078171310000004 0.47721625100000004 0.50634711535000021 0.53146612375000013 37.232443001650005 0.54504356155000011 0.52324780695000006 0.3447651268000001 0.33894194785000004 0.32467590790000006 0.39587138110000003 40.408647214050006 0.39019789825000006 0.50913146310000013 36.654713368950006 0.34575312120000007 39.117456157700005 0.34545372890000009 0.34542378970000004 41.873095646600007 42.844429421150004 0.34515433670000012 43.735142172100005 42.243697547450004 34.214889417600013 0.31753540315000006 0.41917906650000009 0.40437412050000004 0.39670967935000007 0.45995628875000011
decision_type=2 2 2 2 2 2 2 2 2 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 12 8 9 10 -1 -9 13 15 -15 16 -3 18 19 21 -21 -18 23 -16 -17 -12 27 28 -7 -13
right_child=2 6 -4 4 5 26 -8 11 -10 -11 25 29 -14 14 22 24 17 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0049716162813476968 -0.003258284174091082 0.0067131797888376104 -0.0047902243036669666 -0.0035085740436989529 0.001827760391586864 -0.0070194855333823147 -0.0016833978965397512 -0.0076134056609703021 0.0027880308053746567 -0.0049562091737851621 -0.00075882547966269105 -0.0051758621966381119 0.0060198601950976049 0.005009524657087306 -0.00249028997474129 -0.0060426622030118537 0.00051781141186477673 -0.0014135586885852206 0.0072941855058231836 -0.0060845477846304501 0.00057410922948658029 0.0044316363039317427 -0.0082375676506451587 0.0059471260544237681 0.0030791583828129582 0.0038678090917495652 -0.00025272092166011732 -0.0081264955269639439 0.0053263340647226008 -0.0008258181653658642
leaf_weight=9.1813780069351179 46.772063061594963 5.9627867341041556 20.139951098710299 23.187300141900778 64.725256994366646 2.1375655420124513 15.623230367898939 6.191900245845317 25.608523432165384 11.357820402830837 22.256352983415127 10.406507056206463 10.491735838353632 10.458194546401499 21.89616712927819 2.1739620715379706 30.327414259314537 24.793014697730541 10.122455962002276 8.7659758105874079 13.178705103695391 23.119424425065517 3.9895578473806372 4.481741026043891 155.18044281750917 11.278292335569857 145.42227241769433 5.0121951475739479 2.5841207951307297 30.059857666492462
leaf_count=179 479 13 554 277 227 28 75 83 89 103 154 159 23 25 100 11 110 106 23 51 50 61 37 10 502 33 832 45 21 173
internal_value=0.000288491 0.00110252 -0.00093763 -0.000669928 -0.000171868 0.00018 0.00189217 -0.00102608 -4.77781e-05 -0.00139077 -0.000442754 -0.0026968 0.00206409 0.0019321 -0.000204479 0.00225088 0.00130049 0.0010079 0.00170995 0.000960185 -0.00208574 0.00221081 -0.00200012 -0.00105673 0.00295313 0.000797193 -0.000507383 -0.00431198 -0.00026277 -0.00194449
internal_weight=776.886 466.905 309.981 289.841 243.069 219.881 340.565 126.341 79.6824 54.0738 42.716 46.6583 324.942 314.45 40.8257 273.624 116.27 110.307 85.514 75.3915 21.9447 53.4468 30.3675 26.3779 157.354 33.5346 155.156 9.73388 4.72169 40.4664
internal_count=4633 2170 2463 1909 1430 1153 1197 973 558 469 366 415 1122 1099 172 927 414 401 295 272 101 171 147 110 513 187 926 94 49 332
is_linear=0
shrinkage=0.00571439


Tree=112
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 2 2 2 0 0 2 2 0 1 0 0 2 0 0 0 0 2 1 0 0 1 2 2 1 0
split_gain=7.13952 7.40008 5.3015 4.89558 4.93509 4.11635 3.76577 6.62821 3.62687 3.22987 4.4901 4.09027 6.2485 12.1262 5.8829 4.69255 4.04063 8.23451 10.0671 5.29854 4.11456 5.27837 4.03617 4.03398 3.22156 4.13277 3.8368 4.42993 3.44197 6.854
threshold=0.39078171310000004 0.47880302985000006 44.279556297950009 0.53146612375000013 0.50634711535000021 37.232443001650005 44.202975721700007 43.968221017800005 0.51017933595000009 0.47847369840000004 40.518963363600001 41.873095646600007 0.47396784530000008 0.34007963835000005 0.47787491390000009 0.47774018740000007 48.109449608500007 0.45798030000000006 0.47568935060000012 0.3733870243500001 0.47673722340000008 42.783136484500005 0.34560342505000002 0.39950899675000007 0.54504356155000011 0.43584024430000007 42.081757894750005 49.960114208400007 0.43837010870000009 0.57161462230000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 6 5 -5 7 -2 -4 11 -11 12 13 23 15 16 17 19 -19 -13 -20 -22 -23 -1 -7 26 -26 -28 29 -27
right_child=3 2 8 4 -6 24 -8 -9 -10 10 -12 14 -14 -15 -16 -17 -18 18 20 -21 21 22 -24 -25 25 28 27 -29 -30 -31
leaf_value=-0.02211256891479876 -0.0094790504282488853 0.0051652547769913768 0.0016441284507492419 -0.0096848170083769225 -0.013747080083447553 0.0047547353938853405 -0.022983189143574851 0.020351544432552694 -0.019939948732380027 0.001573590469739631 -0.031212960078823879 0.018352630895954312 0.0088536228289691158 -0.021339360875232218 -0.031623233459713351 0.019468926638199852 0.004150193333109291 0.010925556445031712 -0.027789119948592397 -0.024931331777700246 0.0082315852589089199 -0.0023575650591394471 -0.033515884308994881 0.0078310890032704389 -0.0032909515580973915 -0.00099318477700143805 -0.027420607398984921 0.010320628768702723 -0.00060565472487581471 0.028528866020494672
leaf_weight=2.1863122042268541 27.614266522228721 246.89731084555387 7.5360128283500654 18.513386128470302 12.549971861764787 59.726743623614311 6.984132668003439 3.728914037346839 6.3078358471393585 3.662953481078147 3.7065808996558189 1.380817525088786 37.390236809849739 11.349054945632814 3.2816106006503096 3.9213682413101187 18.607401840388775 15.256589405238627 5.2612879872322109 12.90911449305713 6.2692141979932767 3.6495856046676636 3.6852776184678078 21.484736993908882 22.609085537493232 9.0570908412337285 6.8122675940394384 1.7175687272101638 96.15758191794157 5.6213845163583747
leaf_count=87 283 934 29 277 554 227 185 11 59 13 31 16 125 175 27 10 75 73 59 257 26 20 27 127 126 37 75 28 646 14
internal_value=0.000567818 0.0023002 0.00445614 -0.00208255 -0.000937326 -0.000207303 -0.00903756 -0.00593009 -0.00819048 -0.00135003 -0.0149167 -0.000668188 0.00288303 -0.00349164 -0.00413272 -0.00286104 -0.00416759 -0.00736459 -0.00175939 -0.0207489 -0.0120178 -0.00591837 -0.0180125 0.00506542 0.000662599 -0.0010589 -0.00781901 -0.019821 0.000840323 0.0103128
internal_weight=685.836 414.743 260.741 271.092 232.765 220.215 38.3273 31.3432 13.8438 154.002 7.36953 146.633 72.4103 35.0201 74.2223 70.9407 67.0193 48.4119 34.122 14.2899 18.8654 13.6041 7.33486 23.671 201.702 141.975 31.1389 8.52984 110.836 14.6785
internal_count=4633 2170 1022 2463 1984 1430 479 294 88 1148 44 1104 514 389 590 563 553 478 205 273 132 73 47 214 1153 926 229 103 697 51
is_linear=0
shrinkage=0.0210015


Tree=113
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 2 0 0 0 2 2 1 2 0 2 2 0 0 2 0 0 1 1 1 1 1 1 1 1 2
split_gain=20.3596 20.895 9.80173 9.80345 8.41453 8.33326 6.64419 6.13814 5.35955 5.08676 9.10215 4.92934 4.91679 8.24614 7.5657 10.9104 9.47345 5.75302 5.73899 11.4298 9.90785 4.68997 5.35681 4.64254 4.48205 6.59206 8.32755 5.90473 5.78022 7.99265
threshold=0.39078171310000004 0.47880302985000006 0.50634711535000021 0.53146612375000013 44.279556297950009 37.232443001650005 0.54504356155000011 0.39587138110000003 0.51017933595000009 44.202975721700007 43.968221017800005 0.41917906650000009 41.873095646600007 0.47787491390000009 41.16018805045001 40.806664626150003 0.41973294215000007 0.47774018740000007 48.109449608500007 0.45798030000000006 0.47568935060000012 0.40437412050000004 0.39670967935000007 0.39670967935000007 0.3584174126500001 0.34575312120000007 0.34545372890000009 0.36476452800000009 0.34542378970000004 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 7 3 9 24 23 -7 -1 -6 10 -2 21 14 17 15 16 -9 18 19 -14 -21 22 -8 -5 25 26 28 -26 29 -3
right_child=2 4 -4 5 8 6 11 12 -10 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.0044341632947077813 -0.0026549807332288552 0.0033401070284232461 -0.0041368159488291527 0.0031944313499475238 0.00089047123633209126 0.0015438824585539857 -0.0061504887194529945 -0.0054751763848382394 -0.0051312854553483148 -0.0057247367724127919 0.005254992188782729 -0.00015316887809430389 -0.0062684132061002051 -0.0076747246055494057 0.0030823841170410332 -0.0092556034200635684 0.00088442424328861872 0.0050328537285917845 0.0012626691022410293 0.0023533305225391051 -0.0029950677424945577 -0.0072074994968878243 0.0046233003350113176 -0.0038420178629928001 -0.0028982191211407585 0.0033216600252822023 -0.0013421732278575949 0.0014463657583740491 0.0060074565165918782 -0.00073708413697953789
leaf_weight=9.5497465096414071 32.197312984615564 29.467922121286392 20.489371858537197 2.6924572139978435 7.9293422400951368 63.779230728745461 2.1297458708286268 6.7042836658656588 7.0977437347173691 10.514737136662005 4.1629586592316619 145.75887047499418 12.17966967076063 4.6972098872065535 22.138526171445847 3.2978945896029463 51.752980966120958 4.0574851334094992 18.194192945957184 15.798320002853869 19.747322976589203 5.0661061853170395 2.5934585593640804 20.216357063502073 8.6597024872899038 92.845481730997562 21.340997971594334 93.676600225269794 9.1350868642330152 20.771246798336506
leaf_count=188 283 84 554 8 29 227 28 160 59 185 11 832 157 38 75 27 218 10 70 73 132 45 21 269 40 297 90 319 21 83
internal_value=0.000225252 0.000898069 -0.000772328 -0.000533886 0.00171449 -0.000126122 0.000175625 -0.000514724 -0.00195379 -0.00264109 -0.00174935 -0.0003854 -0.000278676 -0.00121821 0.000557609 -0.000347494 0.000155061 -0.000784817 -0.00114291 -0.00205998 -0.000617963 -0.00384323 -0.000234722 -0.00301503 0.00191428 0.00240695 0.00135478 0.00107873 0.00232415 0.0016544
internal_weight=768.642 459.042 309.601 289.111 290.924 242.236 219.327 168.118 15.0271 46.875 36.3603 155.548 158.568 74.6742 83.8937 61.7552 58.4573 69.977 65.9195 47.7253 35.5456 9.78931 4.7232 22.9088 275.897 173.561 80.7153 102.336 59.3743 50.2392
internal_count=4633 2170 2463 1909 1022 1430 1153 1148 88 479 294 926 960 480 480 405 378 442 432 362 205 94 49 277 934 575 278 359 188 167
is_linear=0
shrinkage=0.00503385


Tree=114
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 1 0 0 2 0 1 1 0 0 0 1 2 1 1 2 0 0 2 2 2 0 0 1 1 0
split_gain=14.4625 14.0397 7.03222 7.86982 5.98016 4.92274 4.70872 5.66613 4.3345 5.63254 4.33108 4.29132 6.77223 5.02507 5.95047 4.28482 5.87922 5.12924 6.23523 9.04834 4.24271 4.159 4.10207 6.85492 3.88778 6.68075 9.51598 10.0494 3.82624 9.30545
threshold=0.39078171310000004 0.47721625100000004 0.50634711535000021 0.53146612375000013 38.238138001450004 0.40651477500000005 0.5485614203000001 0.55234873210000013 44.578137159850009 0.51017933595000009 0.42209814075000007 0.3447651268000001 0.47396784530000008 0.45995628875000011 0.46735127690000006 0.4529056016000001 44.749265482150008 0.45824975300000009 0.46636328255000009 43.61821939175001 0.39587138110000003 0.47673722340000008 44.202975721700007 43.968221017800005 46.324972967950011 0.61797550970000004 0.60861950240000018 0.48616807880000007 0.4172030777500001 0.53998383280000006
decision_type=2 2 2 2 2 2 2 2 2 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 22 5 -5 28 -8 -3 -10 -9 12 20 -13 -15 -12 17 -17 19 -19 -1 -16 23 -2 -18 26 27 -26 29 -6
right_child=2 8 -4 4 6 -7 7 10 9 -11 15 13 -14 14 21 16 24 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0064056648566417447 -0.0039143232975581248 0.0022886035701816963 -0.0060645539998587152 0.0026235781057149794 0.002130975292977903 -0.004888594874010767 -0.0087911786285044622 -0.0065588347687195641 0.0019086054607589727 -0.007582550973442786 0.0016414488120334208 -0.0073054510153347189 0.0053334442522792553 0.0081866732309417815 -0.0054795196403307619 -0.010569752103833508 0.0082722583870445919 0.0055885409645319139 -0.0058341628243921174 -0.0089232820655141577 -0.00022986708148542941 0.0006205684101890012 -0.0087836236352541348 0.0071933943077428508 0.0044911480127098778 -0.0084041054684204503 0.010246434645593851 -0.010085518685256346 0.0034745015814503584 -0.0088068753744394053
leaf_weight=7.9285061731934539 30.327975817024708 305.73397173732519 16.422585479915142 6.8896212205290785 22.034130699932579 25.822931587696075 5.0098756719380608 6.3914933595806351 9.7167479097843188 6.5101622566580764 58.253452725708485 12.418466640636323 12.609048157930372 3.5946795791387585 14.790151815861465 5.4702861644327632 4.2884348183870342 9.8434114679694193 14.340729452669619 3.680329203605651 55.365646915510297 13.176234021782873 8.4671398866921646 3.9105191528797141 6.7766701430082374 4.6162869706749907 6.1221865937113753 5.2201310321688652 42.412767112255096 6.2177946753799906
leaf_count=188 283 1103 554 30 85 333 41 69 35 59 265 221 37 11 125 52 10 42 143 60 333 58 185 11 24 30 12 61 134 39
internal_value=0.000317068 0.00121867 -0.00104478 -0.000746198 -0.000175957 -0.00330645 0.000334346 -0.000557345 0.00207754 -0.0018992 -0.00022735 -0.00108794 4.92148e-05 -0.00305051 -0.00137631 0.000113827 -0.00136052 -0.00357933 -0.00220698 0.00163932 -0.00100347 -0.00260549 -0.00386262 -0.00264567 0.00137646 7.57467e-05 0.00223621 -0.00185155 0.00197493 -0.00027627
internal_weight=734.362 441.844 292.519 276.096 233.391 32.7126 200.678 130.013 321.961 16.2269 125.003 119.883 75.9032 43.9795 31.5611 118.612 60.3585 33.3348 27.8645 13.5237 63.2942 27.9664 42.7056 34.2385 27.0237 22.7353 18.119 11.9968 70.6647 28.2519
internal_count=4633 2170 2463 1909 1430 363 1067 809 1197 94 768 973 558 415 194 699 434 297 245 102 521 183 479 294 137 127 97 85 258 124
is_linear=0
shrinkage=0.00789597


Tree=115
num_leaves=31
num_cat=0
split_feature=1 0 1 2 1 0 1 1 0 2 1 2 1 0 2 0 0 2 1 1 1 2 2 2 2 1 0 1 1 2
split_gain=6.88538 6.98028 6.09669 4.46802 3.80334 3.59921 3.26763 4.35119 4.99297 4.14786 3.3032 3.2779 5.23275 6.05962 4.4658 4.26567 5.49242 2.86199 3.99049 3.06338 6.28648 5.81879 5.95292 3.88459 5.91702 2.9174 7.74902 4.80945 4.20612 2.7742
threshold=0.39170982905000007 0.47721625100000004 0.39394030120000006 33.036871954450007 0.50634711535000021 0.5116313883000001 0.34482500525000009 0.33894194785000004 0.45995628875000011 40.408647214050006 0.30560462260000004 42.720329370750001 0.34536391125000004 0.47673722340000008 43.968221017800005 0.47550971530000002 0.46482141255000003 51.757767929250001 0.4995808509000001 0.39563186730000005 0.39814676205000005 36.558960102350007 45.205561619650005 38.238138001450004 33.361153777850006 0.44765126795000004 0.5641597557000001 0.49146732130000009 0.40651477500000005 48.109449608500007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 5 -5 7 8 10 -8 -1 12 13 -11 -13 16 -16 19 -19 -7 21 -21 -23 24 -22 28 -27 -28 -26 -6
right_child=2 -3 3 4 29 17 9 -9 -10 11 -12 14 -14 -15 15 -17 -18 18 -20 20 23 22 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.015371324548501214 -0.017013403214856893 0.0027009675062710952 -0.016011814382857571 -0.016931856124896612 -0.015184437346605306 0.0077111720560458482 -0.018478497095651639 0.0050947451849201672 -0.019669982703714711 -0.018229702302310819 2.6997532167509264e-05 -0.018486418605240723 0.0077999591174768342 0.0041091837971552391 -0.0047388961055811786 -0.020271498368286307 0.027646311016699555 -0.01655392365529533 0.0080573778057420158 0.012065361633361698 0.020096836140325168 -0.017703657440214408 0.016342440321885199 0.00095376308382372286 0.0026215200155108257 0.019409717447870706 -0.0177471852074573 0.014944940408654118 -0.016283275572640987 -0.00073210059948165059
leaf_weight=3.2223352920263997 5.2903448641300193 308.61501352861524 4.2575092092156401 2.8238815255463114 6.7162842284888011 10.489570423960684 4.3791649965569368 25.616170201450586 3.3356834873557082 5.1719088628888148 41.205332342535257 5.905619587749241 10.14398245513439 5.248583972454071 3.5018573813140392 1.8506396040320394 1.654110863804817 4.9752726871520272 1.974097207188606 2.1656889021396628 1.8133675269782568 10.372193943709133 1.2326716668903817 186.11171610467136 3.3509871661663082 2.7700897455215436 4.3726188279688358 1.2388784196227787 10.239847386255859 4.9488491546362638
leaf_count=137 91 1230 162 51 401 41 80 106 32 93 300 78 46 19 62 16 4 119 7 12 9 176 11 1004 22 9 93 17 119 86
internal_value=0.000400192 0.00156715 -0.00144766 -0.00113076 -0.000882886 -0.000492173 -0.00157855 0.00022453 -0.00238744 -0.00507363 -0.00108984 -0.00332011 0.00031159 -0.00697807 -0.00910407 -0.00119603 0.00565076 -0.000299629 -0.00956263 -2.47201e-05 -0.000387517 -0.00997426 -0.0140873 0.000241431 -0.0053322 -0.00743084 -0.000634731 -0.0105296 -0.0116221 -0.00905314
internal_weight=684.994 419.85 265.144 259.854 255.596 243.931 111.235 73.3795 47.7634 37.8559 44.4277 33.4767 20.5645 10.4205 12.9122 7.00661 5.15597 241.107 6.94937 234.158 223.668 13.7706 11.6049 209.898 23.7858 21.9724 8.38159 5.6115 13.5908 11.6651
internal_count=4633 2203 2430 2339 2177 1690 973 575 469 398 437 318 158 112 160 82 66 1639 126 1513 1472 199 187 1273 269 260 119 110 141 487
is_linear=0
shrinkage=0.0146468


Tree=116
num_leaves=31
num_cat=0
split_feature=0 2 0 2 0 2 2 0 1 0 2 0 2 0 2 2 0 2 2 0 2 1 2 2 0 0 2 2 0 0
split_gain=10.5553 10.8489 8.74645 8.61004 7.59659 6.8183 6.77278 9.8184 5.96283 11.1948 7.79015 7.69893 5.56047 5.92054 5.4782 5.73776 9.84497 7.04984 5.29462 5.28964 4.75917 8.76608 4.49884 4.38259 5.62316 6.00294 4.25086 9.88117 4.20158 7.3114
threshold=0.57212358910000016 42.783136484500005 0.41973294215000007 44.749265482150008 0.55788748840000013 42.684965421050009 42.154118731400011 0.49588335680000006 0.3584174126500001 0.49194634890000005 41.976795488650005 0.49688632075000011 49.247968080500009 0.58035687555000015 42.982930821650008 44.202975721700007 0.47880302985000006 43.477771593600004 42.686561923500008 0.45798030000000006 47.74983977685001 0.40651477500000005 42.580420142950011 49.247968080500009 0.39672464895000009 0.47648274005000008 41.600558339100012 41.835830569250014 0.56579144335000009 0.52507409960000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 6 8 22 9 -4 11 -10 -5 -14 -3 16 17 -16 -7 -19 -17 23 -8 -22 -25 -26 -13 -28 29 -9
right_child=3 4 5 12 -6 18 7 28 10 -11 -12 26 13 -15 15 20 -18 19 -20 -21 21 -23 -24 24 25 -27 27 -29 -30 -31
leaf_value=-0.0067267520776223286 -0.0051325431657145357 -0.0065730265774468456 0.0020847964534177138 0.0030722190605958102 -0.0086937066369406988 0.0094266940088050619 -0.00424203564464826 0.0062961872374531717 -0.0083145493930481072 0.009172378710700391 0.0075823656783220658 0.00093129360826582359 0.0040631185378332312 -0.0065734270994587665 -0.0098131982192185448 -0.0042951824114037095 0.0033936971901092372 -0.0099115798661871344 0.001240509447909143 0.0048583852988795658 0.0039851896405731857 -0.011927932917662516 -0.014648476129963998 -0.013873722014044541 0.0096432707737239345 -0.0061683650009456388 -0.013466515199088062 0.0032806198745768795 0.0092395567646742088 -0.0047081379708636822
leaf_weight=9.5889204386621696 43.93434744887054 10.98847966827452 156.17334854230285 23.263619858771563 9.4029217027127725 13.794789195060732 18.031261160969738 7.9352169185876908 7.2836841419339171 18.219062499701977 11.430159240961073 190.1601042971015 5.5559995658695724 12.342284448444842 8.2403338421136159 34.25036409497261 50.33179672062397 2.3901517745107395 9.9613644294440729 6.9000934213399887 20.678280368447307 3.8600557018071404 3.6585810557007781 2.5577730387449247 3.1866466403007507 3.9208330344408751 4.9286762885749322 5.4113310687243938 4.7210831791162482 9.979609586298464
leaf_count=268 889 76 604 121 117 56 103 23 59 53 33 872 32 152 100 358 201 53 45 28 70 78 30 18 11 42 36 27 10 68
internal_value=0.000329879 0.000713092 0.00136161 -0.00249812 -0.00123722 0.00152959 0.00128741 -0.00188344 0.0016445 0.00282525 0.000705167 0.000326853 0.000313749 -0.00327162 -0.000761252 -0.000292764 0.00147033 -0.00405183 0.00599409 0.00105844 -0.00204062 0.000217027 -0.00599736 0.00176201 -0.00299436 0.0009208 0.000640774 -0.00470208 0.00205854 0.000166132
internal_weight=713.081 627.985 471.277 85.0963 156.708 461.688 437.932 44.3258 393.606 174.392 219.214 207.784 41.1619 17.8983 147.305 136.316 67.8624 17.5306 23.7562 9.29025 68.454 34.2036 21.6898 30.3435 9.66525 7.10748 200.5 10.34 22.6359 17.9148
internal_count=4633 3439 2287 1194 1152 2019 1918 234 1684 657 1027 994 305 184 1035 959 382 181 101 81 577 219 133 141 71 53 935 63 101 91
is_linear=0
shrinkage=0.00855644


Tree=117
num_leaves=31
num_cat=0
split_feature=1 2 0 2 2 0 2 1 0 2 0 1 0 2 0 1 0 2 2 0 2 2 2 0 2 2 0 2 2 1
split_gain=14.002 11.9688 10.9234 8.84973 8.50968 12.0211 7.4238 7.20994 12.1618 8.39482 8.4745 6.23969 9.58317 5.69976 5.58581 9.26392 5.46715 5.27337 5.15888 4.91898 4.77916 8.78073 6.95528 7.6583 4.90935 7.23298 4.55443 7.45828 6.90576 5.83776
threshold=0.4529056016000001 42.783136484500005 0.41973294215000007 42.684965421050009 42.154118731400011 0.49588335680000006 44.749265482150008 0.3584174126500001 0.49194634890000005 41.976795488650005 0.49688632075000011 0.44922307715000004 0.55788748840000013 42.686561923500008 0.54191491270000014 0.42111014640000005 0.5641597557000001 42.580420142950011 42.982930821650008 0.68131193680000013 41.559097512700014 41.835830569250014 40.300545846000013 0.4995209724000001 40.003678352300007 39.955516828000007 0.47774018740000007 44.578137159850009 48.109449608500007 0.34521421515000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 7 17 16 8 -4 10 -9 12 14 -5 15 18 -2 -6 -3 -8 22 -22 23 -12 25 -25 28 -28 29 -20
right_child=6 11 3 13 5 -7 19 9 -10 -11 20 -13 -14 -15 -16 -17 -18 -19 26 -21 21 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0050180706401377565 0.001137343112602936 -0.0047939846373179426 0.0016119875015530292 0.0068227234308820446 -0.0033598373570695394 0.0015428895170744969 0.00087678875703644024 -0.0060474071190533239 0.0066582794185090352 0.0054178283192194534 0.0049519757417390373 0.0062229193647156435 -0.0061281580439462406 0.0010155027591955412 0.0036704183496953655 -0.0082719361936020152 -0.0041781608151993917 -0.011203678576307054 -0.0012688757689876405 -0.0070222090937297589 -0.0085690980362337649 0.001924139200866859 0.0026577322434316549 -0.00036761098825377963 -0.0045667416255228098 0.0074654553652596881 0.001971255944056431 -0.0021762454522698932 0.0011150282940345154 -0.0068110002977398573
leaf_weight=10.66791179962456 8.3927961066365224 9.9430754054337722 162.43048184365034 16.266926050186161 18.201363831758503 23.12231332808733 32.659070279449224 7.6067980751395217 19.692557208240032 12.167361218482254 10.624411597847937 4.4771382808685294 12.529569484293459 10.058809746056793 10.444744847714899 6.0419586524367324 46.767009284347296 3.8121272772550574 16.670050224289302 3.1816783640533677 5.817611023783682 5.9138518609106541 49.564422558993101 112.28444913960993 9.6452048271894437 4.509260192513465 51.419280637055635 23.11139339953661 19.073305502533913 12.035970892757176
leaf_count=268 40 70 604 56 103 103 189 59 53 35 28 11 117 45 56 103 873 30 172 69 41 30 188 596 62 9 201 206 75 141
internal_value=0.000254311 0.000567062 0.00105011 0.00118735 0.000985408 -0.00151074 -0.0019732 0.00126689 0.00215763 0.000523198 0.00023405 -0.000838804 -0.00103485 0.00460384 -0.0006058 -0.000928761 -0.00336938 -0.00471817 -0.00059329 0.000175574 0.000474935 -0.00327944 0.000710936 6.94098e-06 -0.000408581 -6.5186e-05 -0.000251798 0.000685147 -0.00171333 -0.0035926
internal_weight=739.133 648.132 482.386 471.718 445.392 45.1358 91.0006 400.256 182.123 218.133 205.966 165.746 161.269 26.3257 148.74 138.295 55.1598 22.0135 132.253 35.8407 198.359 11.7315 186.628 137.063 126.439 116.794 122.31 74.5307 47.7793 28.706
internal_count=4633 3462 2310 2042 1941 236 1171 1705 657 1048 1013 1152 1141 101 1024 968 913 133 865 258 954 71 883 695 667 605 795 407 388 313
is_linear=0
shrinkage=0.00606423


Tree=118
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 1 1 2 0 0 1 0 2 0 2 1 0 0 0 2 1 1 1 2 2 0 2 1 0 1
split_gain=12.2659 12.4843 6.15857 7.2559 5.17305 5.37077 5.0855 6.56429 5.19124 4.94113 4.90159 4.79092 10.1396 4.66138 5.52465 12.8689 13.9989 5.46874 6.77212 5.35258 7.84196 8.33289 7.13404 5.45898 5.5725 5.3727 4.73074 4.61129 4.49398 8.0824
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.50634711535000021 0.54504356155000011 0.43540612555000008 0.43837010870000009 36.772607578000013 0.57161462230000015 0.52324780695000006 0.39019789825000006 0.50913146310000013 36.654713368950006 0.50291907430000016 38.621016321050007 0.35585760905000008 0.48032993025000009 0.47938684470000009 0.47787491390000009 41.257948413050009 0.34569324270000007 0.34545372890000009 0.34614233110000009 42.844429421150004 41.835830569250014 0.48458129995000004 40.518963363600001 0.34545372890000009 0.5641597557000001 0.44844465735000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 -4 -6 8 -8 -7 10 11 13 -13 14 -3 17 -17 18 -16 25 21 23 -22 24 -21 27 -20 -19 -9 -30
right_child=2 9 3 -5 5 6 7 28 -10 -11 -12 12 -14 -15 15 16 -18 19 26 20 22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0012849628621981928 -0.0046283717082172453 0.0063149192331227542 0.002058351547666959 -0.0070862370039620958 -0.0043488631088574045 0.00074221996841589697 -0.010663384528139632 0.0035845719324650699 0.011898285212970747 -0.0029532270965812292 0.0094194986776250413 0.007716202829285714 -0.0035620562912426369 0.0067432500284529458 0.0038100688085919558 0.008765932458456676 -0.012908266976608757 0.0059128478513105513 0.0015129521086422689 0.0023266431473778055 0.0072552521395016093 -0.009515194293371481 -2.6626873438268024e-05 0.0058760615926060225 -0.0091120933256261614 0.0097499850307217906 -0.0072003455904697863 -0.0030620385980698476 -0.0098235367272347003 -0.00027401594113276499
leaf_weight=116.72763545811176 40.847276503220201 30.34036585688591 68.590513695031404 14.979271641001104 36.638872312381864 10.690143220126631 6.0649236552417269 21.446167387068272 6.0870937388390294 15.242761500179766 9.6950009167194349 9.9418989121913892 29.133760623633862 26.733841322362423 19.793967768549919 3.805438131093978 10.193377859890459 17.383378431200985 9.5262059718370455 9.4380268603563362 33.668359115719795 8.6173310130834562 19.907745137810707 13.187702663242815 6.8232518136501303 21.321897454559803 14.789598964154719 7.6732043251395217 9.3266834244132024 70.824940398335457
leaf_count=973 479 90 264 554 276 45 163 79 20 75 23 25 147 80 68 10 59 53 32 31 125 47 75 38 36 62 90 31 80 503
internal_value=0.000390054 0.00141134 -0.00116227 -0.000583554 -0.000159443 -0.00110382 -0.000148385 -0.000917917 0.00478985 0.00240351 0.0026739 0.00245015 -0.000692564 0.00293514 0.00248561 0.00189324 -0.00701635 0.00257804 -0.00037772 0.00352266 0.00217174 -0.00117477 0.00454946 0.0012658 -0.00247306 0.00619205 -0.00378674 0.00316442 -0.000336157 -0.00138523
internal_weight=719.441 433.945 285.496 244.649 229.669 161.079 124.44 107.663 16.7772 317.217 301.974 292.279 39.0757 253.204 226.47 196.129 13.9988 182.131 44.1098 138.021 91.6424 38.0663 53.5761 29.449 16.2613 46.3785 24.3158 25.0566 101.598 80.1516
internal_count=4633 2170 2463 1984 1430 1166 890 825 65 1197 1122 1099 172 927 847 757 69 688 190 498 352 152 200 105 67 146 122 84 662 583
is_linear=0
shrinkage=0.009643


Tree=119
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 1 0 0 0 1 0 2 1 1 2 0 0 0 0 2 2 1 2 0 0 0 1 2 2 0
split_gain=6.82309 6.73663 8.82457 5.29303 4.43228 3.96913 4.87115 5.1718 5.78978 4.48471 3.89306 3.93414 4.04991 4.93373 3.96151 8.81004 16.2394 5.80611 5.62556 7.28928 5.50849 4.5141 4.39384 4.97978 3.96314 9.65288 7.10797 6.93361 8.84678 5.08509
threshold=0.4529056016000001 44.202975721700007 0.41973294215000007 44.749265482150008 0.49284452560000008 0.44922307715000004 0.51017933595000009 0.53146612375000013 0.53312775065000018 0.39170982905000007 0.57670429030000014 43.895345911700005 0.44618424600000006 0.43967246490000006 42.154118731400011 0.48104847160000008 0.48389269780000005 0.57161462230000015 0.55131582885000008 40.300545846000013 36.016191615950007 0.3447651268000001 42.686561923500008 0.47673722340000008 0.52507409960000018 0.50291907430000016 0.39814676205000005 43.157831852650006 42.670715716450012 0.54504356155000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 -2 6 -3 -8 -9 -10 11 12 13 14 17 21 -17 18 -4 20 -20 -16 -23 -24 25 27 -26 28 -18 -28
right_child=3 5 10 -5 -6 -7 7 8 9 -11 -12 -13 -14 -15 15 16 24 -19 19 -21 -22 22 23 -25 26 -27 29 -29 -30 -31
leaf_value=-0.017638000056546019 -0.006679529753737176 -0.00097434065250143361 0.0038912036407144197 0.0013092401611162561 -0.023290814725853287 0.019224150640505967 -0.025723650869875336 0.018651020776095182 0.0099367103456534742 -0.017715882610603983 -0.016132488808317531 0.013913530744558086 0.012784330367471258 -0.018807420707571767 0.0045415842487356696 0.018135313257537863 -0.0043899712902934259 0.0255630712701179 0.0042082215077836336 0.0069436591612898734 -0.029797675511108672 -0.026001626348685362 -0.02678244282625758 -0.0015242095846181817 -0.030020996820683713 0.013885609560167645 0.0078164647987766928 0.0088959949462103123 -0.0427043042199617 -0.01649608896935769
leaf_weight=10.490046575665472 36.980428682640195 42.548776064068079 331.62974538467824 33.156707933172584 9.7894150894135219 3.200905740261077 9.6860935520380753 3.6880693584680584 3.6051198989152935 13.08094461634755 5.237645771354436 15.139937944710253 17.982156507670879 5.3407565616071215 8.2389430403709394 24.11033907532692 7.6262481585145014 5.6915916949510565 3.2366688065230864 8.6632409542798978 7.8934965766966343 9.6345012709498423 5.0409332588315037 14.818225435912607 6.3940321542322662 16.076176796108484 9.4624707624316233 6.6059422418475142 4.6899895220994949 7.3777059689164153
leaf_count=344 399 286 1412 258 514 9 203 11 15 136 83 53 52 36 36 94 31 17 24 31 84 83 74 69 86 55 32 24 32 50
internal_value=0.000629224 0.00142287 0.00229623 -0.00540002 -0.0101564 -0.00469879 -0.00575342 -0.012518 -0.00623983 -0.0117414 0.00269768 0.00288894 0.00255546 0.00217427 0.0024091 -0.00104021 0.0029849 0.00356888 0.00321267 -0.00815588 -0.0199087 -0.00982412 -0.0138371 -0.00793561 -0.00328791 0.00137813 -0.0103165 -0.00924816 -0.01898 -0.0028349
internal_weight=687.117 607.191 531.381 79.9266 46.7698 75.8099 72.609 30.0602 20.3741 16.6861 520.891 515.653 500.513 482.531 477.19 120.076 82.3429 357.115 351.423 19.7934 11.1302 37.7326 29.4937 19.8592 58.2326 34.9984 23.2342 18.9222 12.3162 16.8402
internal_count=4633 3462 2802 1171 913 660 651 365 162 151 2458 2375 2322 2270 2234 666 404 1568 1551 139 108 262 226 143 310 142 168 87 63 82
is_linear=0
shrinkage=0.0219518


Tree=120
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 1 0 2 0 2 1 0 1 0 1 1 2 2 1 0 0 1 2 2 1 1 2 1 1
split_gain=14.9541 14.5336 7.72288 7.58634 5.88016 5.50542 4.92114 6.41648 10.2167 5.964 5.54199 15.1853 14.566 6.75507 10.5864 5.18077 9.70161 9.48542 6.18856 5.52251 5.3867 4.6688 5.35085 4.34866 6.74851 4.29145 9.34725 4.17738 4.00717 3.8943
threshold=0.39078171310000004 0.47721625100000004 0.50634711535000021 0.53146612375000013 0.52324780695000006 37.232443001650005 0.39019789825000006 0.50730517050000012 36.654713368950006 0.50291907430000016 38.621016321050007 0.35585760905000008 0.48032993025000009 0.34575312120000007 0.47880302985000006 0.34545372890000009 0.34542378970000004 41.873095646600007 42.759119507950011 0.34515433670000012 0.47905751325000007 0.5485614203000001 0.43584024430000007 31.914316944300001 35.119813570500007 0.4172030777500001 0.40437412050000004 37.041406607950009 0.38045268105000002 0.39670967935000007
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 29 7 9 -9 10 27 13 -13 15 -15 16 17 19 -19 -12 -17 25 -23 -1 -25 26 -7 -3 -6 -5
right_child=2 4 -4 5 28 21 -8 8 -10 -11 11 12 -14 14 -16 20 -18 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0076471081490138331 -0.0030625056585855872 0.0023453131698059231 -0.0048790900012095689 0.003837594283056414 -0.0075523288982535085 0.0014312186312373761 0.0061800222427633531 0.0048107314009620972 -0.0022095330733194478 0.005072085396166587 0.00058113060598301725 0.0055882199676038713 -0.0086876281086304286 -0.0043360771319104043 0.003918045856315288 0.0033693055291595933 0.0076842234608235135 -0.0073328816400696478 -0.00023873388146620713 0.0046215043071231327 -0.0032934140147285709 -0.0032776028918171641 3.5254526133353795e-05 0.00438947050898 -0.0011148645016378753 0.0026730864256213059 -0.0071373493615530135 0.0069668787532693151 -0.00023381887928470511 -0.0042406391542379089
leaf_weight=3.5631237849593154 40.132674528285861 18.648783415555958 17.073355419561267 2.6549618840217617 3.8887478560209265 23.048188503831629 9.8953661173582059 10.635100834071634 32.886280566453934 23.622903428971767 31.555671758949757 3.7964476346969596 10.254437908530234 6.5575564354658118 73.97320843487978 6.2825401127338436 9.0876578390598279 7.2230199426412609 14.018960043787954 22.440231129527092 18.722247689962387 22.569086376577616 116.26626989617944 9.4079268202185613 105.06138392537832 43.854716584086418 6.2801170796155921 12.776121757924555 11.410277858376501 17.980794601142406
leaf_count=75 479 60 554 8 27 94 23 27 159 66 115 10 59 37 245 21 23 44 56 61 86 190 692 40 858 140 37 30 48 269
internal_value=0.000284058 0.000999975 -0.000816783 -0.000562529 0.00167476 -0.000131285 0.00185934 0.00171799 -0.000494026 0.00208975 0.00179039 0.0014153 -0.0048304 0.00187752 0.00324592 0.00086959 0.00160764 0.000873672 -0.00265099 0.00226028 -0.00161938 0.000167521 -0.000503284 -0.000873328 -0.000662478 0.0014401 -0.000403583 0.00422426 -0.00209406 -0.00320131
internal_weight=735.568 445.708 289.86 272.787 327.676 232.654 312.377 302.481 43.5214 258.96 235.337 203.912 14.0509 189.861 80.5308 109.33 84.3255 75.2379 21.242 53.9959 25.0048 212.018 138.835 118.032 114.469 73.183 29.3283 31.4249 15.299 20.6358
internal_count=4633 2170 2463 1909 1197 1430 1122 1099 186 913 847 757 69 688 282 406 299 276 100 176 107 1153 882 973 898 271 131 90 75 277
is_linear=0
shrinkage=0.00622623


Tree=121
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 0 0 0 0 2 0 2 0 0 2 2 2 0 1 0 0 2 1 1 2 2 2 1 0 1
split_gain=19.9 15.7986 19.182 9.75742 7.64733 15.5368 12.9759 11.7911 8.67873 7.31281 6.7437 5.77658 5.36613 5.35433 4.92062 14.7555 4.76116 7.14789 5.80059 4.71498 4.41223 5.10431 4.36219 7.68249 7.36374 4.34609 5.63666 5.64795 9.15858 4.62937
threshold=0.4529056016000001 44.202975721700007 0.41973294215000007 44.749265482150008 0.37227927305000003 0.5116313883000001 0.50291907430000016 0.47938684470000009 0.5796383342000001 38.396531328800009 0.5641597557000001 38.324118171300007 0.68131193680000013 0.47943175355000006 47.927946529500012 49.064150740050003 49.247968080500009 0.58035687555000015 0.4995808509000001 0.47648274005000008 0.48077901860000011 41.835830569250014 0.4172030777500001 0.3584174126500001 45.205561619650005 39.896141435400004 39.476991512000005 0.39078171310000004 0.52769378160000013 0.3975479776000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 6 11 9 25 -4 -2 -6 16 -9 22 -16 -5 -18 -19 -17 21 -15 23 24 -3 26 27 -7 -29 -30
right_child=3 14 4 12 5 8 -8 13 -10 -11 -12 -13 -14 20 15 19 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0045749454207978726 0.0009901026755825854 0.0013403791468727378 0.002633559488545829 0.0025412242917417396 0.0046075067651971053 0.0022272456638730786 -0.0089497714174394307 0.0059777973251807807 -0.0060093438193557971 -0.00034268160918436052 -0.0037552466017693369 -0.0042407176152654772 -0.0056847362750668835 0.0016546732845506918 0.0025116955870323125 -0.0003469931563047431 0.003430541397613467 -0.0069149486654537986 0.00041497342511031594 -0.0054926058054169408 0.0022920051721337037 -0.0032497426435525332 0.00060740744851099085 -0.0053764127775313029 -0.0064795464989670839 0.0014031362075042034 -0.0031929875044726923 -0.0071064358078335886 0.0035529218668868927 -0.00058233218933717058
leaf_weight=15.657116688787935 8.5841389149427396 11.261640898883341 25.506591763347387 17.569600045681 3.6693016439676267 28.276955649256706 7.9063019789755344 8.79391300678253 4.7256615348160258 99.434079173952341 51.794651791453362 3.588548868894577 3.5132673494517794 15.439341619610788 22.186347804963589 7.1641050130128887 5.4531509578228023 5.7760623544454557 4.9123684987425804 11.261810837313531 176.63334485143423 7.8816166669130316 8.3913499452173692 20.184085085988045 4.0171253085136405 120.61602790281177 12.032766737043856 4.7316270917654029 8.0552728548645955 38.337153725326061
leaf_count=344 40 57 97 69 11 85 62 22 68 504 873 29 69 50 82 34 22 56 42 149 579 39 51 247 40 524 74 47 31 236
internal_value=0.000241462 0.000548016 0.000839201 -0.00184955 0.000989069 0.000297493 -0.00455491 0.00146977 0.000636934 0.000264917 -0.00308059 0.000232618 0.000147239 0.0021909 -0.00145587 -0.000212183 0.000755028 -0.00118919 -0.00354614 -0.00349196 0.00202435 -2.83692e-06 -0.00260762 -0.00336838 -0.000715652 0.00078505 -3.03056e-05 0.000448981 -0.000534586 0.000135686
internal_weight=763.355 665.752 581.286 97.6032 565.629 231.94 15.1642 333.689 216.775 124.941 60.3788 7.25785 37.2244 208.748 84.4665 40.6123 33.7112 16.1416 10.6884 18.4259 199.954 23.321 43.8542 35.4629 15.2788 212.05 91.4338 79.401 51.1241 46.3924
internal_count=4633 3462 2802 1171 2458 1167 102 1291 1065 601 913 40 258 690 660 265 189 120 98 183 668 89 395 344 97 997 473 399 314 267
is_linear=0
shrinkage=0.0049587


Tree=122
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 1 1 1 2 0 1 0 1 2 0 0 0 0 0 2 0 0 1 2 2 0 2 2 0
split_gain=26.1229 25.1659 9.96086 11.4881 8.07129 6.72464 6.21112 6.17114 10.5124 5.9035 6.20656 5.66569 6.86199 7.95612 8.65244 6.8144 6.18239 5.23008 5.77502 5.16498 5.11466 5.02824 5.01182 5.71497 4.82178 4.40341 4.23924 3.79131 7.89326 3.35436
threshold=0.39078171310000004 0.47721625100000004 0.50056884525000012 0.53146612375000013 0.54504356155000011 36.772607578000013 0.43584024430000007 0.3447651268000001 0.33894194785000004 44.578137159850009 0.51017933595000009 0.4529056016000001 0.60710757165000018 0.48616807880000007 48.553014326500012 0.57212358910000016 0.62376874945000005 0.45995628875000011 0.39587138110000003 0.5380527529500001 45.044778924400006 0.5641597557000001 0.45995628875000011 0.34584293880000011 43.61821939175001 42.081757894750005 0.47673722340000008 44.202975721700007 43.968221017800005 0.3733870243500001
decision_type=2 2 2 2 2 2 2 2 2 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 27 19 -6 25 8 17 -3 -11 15 13 14 21 -8 20 18 29 24 -14 -13 -9 26 -5 -7 -24 28 -2 -1
right_child=2 9 -4 4 5 6 11 22 -10 10 -12 12 16 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0018884377311391264 -0.003042454485696477 0.0019527058129471773 -0.0039446111115008006 -0.003443654249091987 -0.0042976465798088819 -0.0012179892269719417 0.0025975742654051003 -0.0050117233004337821 0.0026585291267895391 0.0014217995408396531 -0.0050477237434033576 0.0014611922509338298 -0.00010096400765197288 -0.0069372680877164044 0.0043751430091753408 -0.0013383809242889047 -0.0023994963093226036 -0.0072917703227031979 -7.0374208730759687e-05 0.0021361129677153591 0.0064606528423075283 -0.0033399901305645459 -0.0047076547027545424 0.0022955129484547006 0.0019343559657631982 -0.0053028031599732291 -0.00029999646480878474 -0.0058396947276992909 0.0046955002564517965 -0.0060093136438321539
leaf_weight=1.7803204841911773 32.528541348874569 323.7920042052865 26.142090046778321 10.160962775349619 13.338819760829209 24.78288558870554 37.081467784941196 13.996742352843283 26.275898426771164 9.7549038380384463 6.7685268372297278 7.7451145723462096 5.5232960209250468 7.4420445486903182 6.5225222632288924 17.422441948205233 6.786937676370143 3.7009263634681693 41.837978783994913 53.296523280441761 7.6140375211834908 24.383045367896557 12.420940451323988 8.7284087613224965 8.0525637492537481 9.9731787517666799 11.166127391159533 9.759288812056182 3.9878417849540702 7.7904776595532894
leaf_count=18 283 1103 612 61 201 133 115 221 89 35 59 32 41 75 20 117 43 32 249 173 15 213 107 36 30 103 51 185 11 170
internal_value=0.00028484 0.00106089 -0.000877243 -0.00059726 -0.000140857 -0.000760643 -0.000456802 -0.000904195 -4.33587e-05 0.00179826 -0.00122832 0.000100731 -0.000921941 -0.00202228 -0.00107592 0.00133943 0.00162359 -0.0013316 -0.000902525 0.00132056 0.00370197 -0.00218257 -0.00241696 -0.0012931 -0.00106593 -0.00239012 -0.00262107 -0.00296555 -0.00219742 -0.00454021
internal_weight=780.557 468.013 312.544 286.402 240.126 168.616 155.277 127.698 81.3856 340.315 16.5234 120.521 66.017 46.0927 38.6507 54.5039 19.9243 55.1097 51.4088 71.51 13.1373 32.1282 46.3122 32.3155 18.2135 34.7561 23.5871 46.2757 36.5164 9.5708
internal_count=4633 2170 2463 1851 1372 1108 907 973 558 1197 94 671 439 340 265 232 99 469 437 264 56 245 415 194 91 236 158 479 294 188
is_linear=0
shrinkage=0.00519105


Tree=123
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 1 2 2 0 2 0 1 0 1 0 2 0 0 0 2 0 2 2 0 1 0 2 1 1 2
split_gain=16.3609 16.9704 8.00156 7.58305 6.896 8.40996 6.34164 6.31635 5.40472 5.11703 4.87024 12.1443 5.27053 4.88028 4.73422 5.07446 7.02654 5.35737 4.57656 4.5065 10.0192 4.36179 7.32901 4.28762 11.5797 7.01188 6.67935 4.14636 8.3034 9.2656
threshold=0.39078171310000004 0.47880302985000006 44.279556297950009 37.232443001650005 0.53017873715000008 0.4529056016000001 44.749265482150008 49.064150740050003 0.68131193680000013 37.688226470200007 0.60710757165000018 0.48616807880000007 0.61797550970000004 0.49585341755000006 0.42615490555000007 41.873095646600007 0.47787491390000009 0.47847369840000004 0.51017933595000009 48.823707093150006 0.45798030000000006 44.202975721700007 43.968221017800005 0.47396784530000008 0.34269932035000011 0.4413939702500001 39.065416244600009 0.45824975300000009 0.46636328255000009 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=1 14 -3 -2 21 7 9 -6 10 -7 11 -8 -12 -14 -1 17 19 23 -4 20 -17 22 -5 24 25 -16 -27 -11 29 -29
right_child=3 2 18 4 5 6 8 -9 -10 27 12 -13 13 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.0021137734083396219 -0.0032835218186696756 0.0018598221853808712 0.00059966370588956193 -0.0026401424430290963 0.0008625719988467808 0.0044839997536556611 0.0028712293760715709 -0.0044383394928314539 -0.0060043082330677369 -0.0071205682785215156 0.0056997902900948801 -0.0070128268468845519 -0.0056389272365504764 0.0023983071282119841 0.0049940250972736171 -0.0064761163639396411 -0.0075661486412667931 -0.0035803693996386294 -0.0052860303491181291 0.0051427750535031225 1.9356272934238272e-05 -0.005840102785029745 0.0051389176362208102 0.002490559750418119 -0.0064651196645524383 0.0015015939868084519 -0.0075589443272614971 0.0031333615215872793 -0.0044876722586356258 -0.0060523617995945208
leaf_weight=36.827224170789123 28.248642770573497 270.72748719900846 7.8403754830360395 23.708410192281011 144.32573826611042 2.5532828066498032 7.7614160999655706 6.448529537767171 3.473654154688119 6.1937646605074397 8.4015989005565661 6.0937442108988762 2.9131699278950673 7.2076449580490589 9.4054405987262779 7.8056148849427691 4.3512655124068251 6.5525965094566336 6.7523762509226799 3.4630080536007872 39.629560619592667 8.5123150926083309 3.8685377016663542 39.085432976484299 6.2637084499001494 7.4480274394154531 3.191762275993824 10.705631293356417 22.715058272704482 4.1979553252458564
leaf_count=476 431 934 29 231 624 25 27 77 69 57 30 64 18 50 24 110 38 33 59 10 219 184 11 125 58 27 28 48 457 60
internal_value=0.000252941 0.000883933 0.00165608 -0.000700657 -0.000429502 -9.9336e-05 -0.00144757 0.000635855 0.000207521 -0.00272734 0.000873962 -0.00147595 0.00263175 8.48739e-05 -0.000459223 1.98197e-05 -0.0011746 0.000937035 -0.00212377 -0.000628186 -0.0010495 -0.00256105 -0.00154888 0.00138968 -0.000245812 0.00169759 -0.00121642 -0.0031476 -0.00249346 0.000545981
internal_weight=746.673 449.344 285.32 297.329 269.08 232.991 82.2169 150.774 35.8512 46.3657 32.3776 13.8552 18.5224 10.1208 164.024 127.196 55.2494 71.947 14.5928 50.8982 47.4352 36.0893 27.5769 65.3944 26.3089 20.0452 10.6398 43.8124 37.6186 14.9036
internal_count=4633 2170 1022 2463 2032 1606 905 701 258 647 189 91 98 68 1148 672 377 295 88 339 329 426 242 262 137 79 55 622 565 108
is_linear=0
shrinkage=0.0052403


Tree=124
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 1 2 2 0 1 1 1 1 1 2 2 0 2 1 1 0 0 2 2 2 0 0 1 0 1
split_gain=7.69889 8.06576 4.9083 4.8796 4.50423 4.5947 3.69626 5.36742 3.31602 3.30536 6.176 5.61807 7.622 5.49493 7.11213 4.0724 5.31532 3.56536 5.9832 9.19558 11.8531 12.0663 8.61349 4.72254 9.38848 3.26949 10.1606 3.23182 3.331 5.48841
threshold=0.39078171310000004 0.47880302985000006 37.232443001650005 44.279556297950009 0.53017873715000008 0.50634711535000021 44.202975721700007 43.968221017800005 0.51017933595000009 0.3584174126500001 0.36476452800000009 0.34575312120000007 0.34545372890000009 0.34542378970000004 41.489621506400006 42.844429421150004 0.48233585820000008 36.654713368950006 0.36880632320000012 0.37227927305000003 0.5132031975000001 0.50386215985000016 38.751720283100006 39.198779702000003 39.746231405950006 0.47943175355000006 0.48265022005000008 0.30560462260000004 0.47847369840000004 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 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 -2 9 6 -6 7 -4 -5 11 -11 12 13 14 -3 16 -16 -12 -19 -20 21 -21 -22 -24 -25 -13 -27 -1 -29 -30
right_child=2 3 4 8 5 -7 -8 -9 -10 10 17 25 -14 -15 15 -17 -18 18 19 20 22 -23 23 24 -26 26 -28 28 29 -31
leaf_value=-0.01953106009985895 -0.0097881650029520827 0.010298920891468041 -0.0079556487650794747 0.0015076684471113989 0.00053762424182777601 -0.011545701006030262 -0.020200807595138655 0.016370362256828988 -0.016899602679214545 -0.013300917882624644 0.0096962935790886867 0.021150639501697998 -0.0069948897872288756 0.02097507070732885 -0.0020271771990024428 0.00584726095025299 -0.027842075958682034 -0.016055611462780922 0.016261437184274894 0.0092288095188659894 -0.013077939120477434 -0.032857241607672921 0.022845561778647501 -0.014493738945435189 0.013218760821106937 -0.011093466916610345 0.011088889647527045 -0.00018766705758597096 -0.031508216625743851 0.00096234439429120587
leaf_weight=3.2628445066511622 24.477793804369867 26.614361934363842 21.491538517177112 7.6381332576274854 205.84665363840759 11.503454966470597 6.4374734591692677 3.6774832978844634 6.0893497355282307 8.3073830083012563 23.458726018667221 7.9863657951354972 20.233011923730373 7.6721248626708975 7.7584847658872622 8.0991942733526212 4.2871654033660889 6.2617371231317511 13.960143178701399 3.5948881804943067 7.6992423236370078 6.8570976480841637 6.6524990350008038 6.0977929681539562 13.83381602168083 8.0519296526908857 63.737140968441963 143.37599082291126 3.1671146005392066 4.1816177368164062
leaf_count=137 431 84 231 29 1168 438 184 11 59 40 71 24 90 21 32 26 25 31 39 12 35 51 13 29 38 37 236 967 24 20
internal_value=0.000590582 0.00217588 -0.00183795 0.00414445 -0.00105628 -0.000101897 -0.00761931 -0.00440134 -0.00665758 0.00473485 0.00203767 0.00642405 0.00275582 0.00638032 0.00398565 -0.00435512 -0.011215 0.00347885 0.00123348 0.00307791 -0.00103616 -0.018382 0.00425209 0.00927118 0.00474051 0.00985726 0.0086009 -0.00121049 -0.000813887 -0.0130316
internal_weight=692.313 418.878 273.434 264.891 248.957 217.35 31.6065 25.169 13.7275 251.163 96.7233 154.44 74.6643 54.4313 46.7592 20.1448 12.0457 88.4159 64.9572 58.6955 44.7353 10.452 34.2834 26.5841 19.9316 79.7754 71.7891 153.988 150.725 7.34873
internal_count=4633 2170 2463 1022 2032 1606 426 242 88 934 359 575 278 188 167 83 57 319 248 217 178 63 115 80 67 297 273 1148 1011 44
is_linear=0
shrinkage=0.0186065


Tree=125
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 1 0 2 2 2 0 1 2 0 2 1 2 2 1 0 2 0 0 0 0 1 2 1 1
split_gain=17.8215 13.4339 17.2513 8.84111 7.04512 5.55809 4.94372 7.90757 6.56217 13.5898 5.73943 5.12743 9.10007 6.86656 6.8242 5.92498 6.72559 5.28226 5.21975 5.1543 6.30739 7.47668 5.75159 5.1707 8.43658 5.13586 14.0632 5.53631 5.13489 8.56347
threshold=0.4529056016000001 44.202975721700007 0.41973294215000007 44.749265482150008 0.57670429030000014 0.5641597557000001 0.44618424600000006 0.5485614203000001 40.00488309970001 41.444941515100005 38.536700832000001 0.47938684470000009 0.3584174126500001 41.873095646600007 0.49688632075000011 43.477771593600004 0.3621298763500001 42.759119507950011 42.686561923500008 0.41917906650000009 0.52432561900000019 43.847983878700006 0.54284302865000023 0.53634621715000008 0.53998383280000006 0.49194634890000005 0.3475943834000001 42.055256506450007 0.34575312120000007 0.34545372890000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 6 -2 7 11 10 -10 -9 13 25 -4 -14 16 17 18 -15 20 -16 23 -21 -22 -25 26 28 -27 29 -13
right_child=3 -3 4 -5 -6 -7 -8 8 9 -11 -12 12 14 15 19 -17 -18 -19 -20 22 21 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0048170137835417256 0.00075676956374061269 -0.0014670639670472144 0.001130498536890305 0.0001180545318433221 -0.0045683134150159548 -0.0038941963888642823 0.0037086146124830103 -0.0016971190589335134 0.0038269155313961781 -0.0034119622023344267 -0.0085879726600158121 0.0025256522578344653 -0.0049017726674700007 -0.0030156785299015883 0.0013792275940613385 0.002248551780742002 0.0048232586660750055 -0.0063701167236379754 0.0038779244891465922 -0.00059209678659351804 -0.0027105841159173988 0.0051242845021234572 0.0040813233094920747 0.0027530216874407662 -0.0030762430752041547 0.0061283432071017364 -0.0058444643045717486 0.0013643348089669403 0.0036303258088092971 -0.0016017910301119585
leaf_weight=14.749834321439264 8.4699021875858289 80.802746433764696 81.43961276113987 36.853785801678896 6.3324862308800212 48.989165540784597 19.056086696684361 10.195951815694569 14.93720241636038 14.234594464302061 5.0944012477993956 54.083253011107445 5.8781591057777396 16.264783464372165 93.927859611809254 9.3257726915180665 3.1680540367960921 10.347747400403021 3.8101694956421843 10.458000078797339 32.984371241182089 5.5920136719942084 25.320522673428059 17.01548104733229 11.828544706106184 18.962558858096603 6.1762883886694899 10.738019011914728 51.66205370426178 19.122849807143211
leaf_count=344 40 660 334 258 83 873 52 90 47 83 39 172 34 112 338 40 14 98 13 52 288 13 69 51 61 50 32 37 175 81
internal_value=0.000245607 0.000556508 0.000842013 -0.00190868 0.000991611 -0.00320861 0.00105544 0.000960503 -0.00117985 0.000294651 -0.003993 0.00115547 0.00147317 0.000226181 0.000727018 -0.00148988 -0.00252777 -0.00329327 -0.00170729 0.000894864 0.000491189 -0.000745996 0.00271529 -0.00127693 0.000362519 0.00241548 0.00196435 0.00440595 0.0023506 0.00144748
internal_weight=747.822 653.509 572.707 94.3129 557.957 57.4591 551.624 532.568 44.4621 29.1718 15.2904 488.106 363.75 124.356 203.005 42.9165 33.5908 30.4227 20.075 197.127 161.348 67.4204 35.7785 61.8284 28.844 160.745 131.044 29.7006 124.868 73.2061
internal_count=4633 3462 2802 1171 2458 913 2375 2323 259 130 129 2064 1453 611 906 277 237 223 125 872 751 413 121 400 112 547 460 87 428 253
is_linear=0
shrinkage=0.0053014


Tree=126
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 0 1 1 1 0 0 1 0 0 2 1 0 2 0 2 1 0 1 0 0 1 0 2 2
split_gain=15.9864 16.6671 7.39296 8.25339 6.25372 5.3358 5.00348 4.9422 8.06116 5.9562 6.20955 4.93935 6.40352 5.78934 4.89397 4.96971 4.83535 5.47203 8.91368 5.87408 6.19431 13.8503 14.6188 6.00754 9.13703 4.72097 4.62289 5.51069 4.49462 4.36877
threshold=0.39078171310000004 0.47721625100000004 0.50634711535000021 0.53146612375000013 0.54504356155000011 36.772607578000013 0.52324780695000006 0.3447651268000001 0.33894194785000004 0.32467590790000006 0.42615490555000007 0.45995628875000011 0.35696536035000009 0.47673722340000008 0.5380527529500001 43.61821939175001 0.39019789825000006 0.50730517050000012 36.654713368950006 0.50291907430000016 38.621016321050007 0.35585760905000008 0.48032993025000009 0.34575312120000007 0.47880302985000006 0.47757552170000012 0.43584024430000007 0.56065686655000013 37.041406607950009 37.572218886150004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 -2 14 -6 16 8 9 10 -1 -9 13 -13 15 -5 17 19 -19 20 28 23 -23 25 -25 -22 -7 -28 -3 -11
right_child=2 6 -4 4 5 26 -8 11 -10 29 -12 12 -14 -15 -16 -17 -18 18 -20 -21 21 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0015970963811187714 -0.0029889568766162571 0.0023078611156222869 -0.0045575386809213634 -0.0040508819422151367 -0.0045336484251424494 -0.0024136329966768216 -0.0016234201246452063 -0.0055729555099631777 0.002744467173136097 -0.00053497532608002467 0.0036398349884783406 -0.0053399104462223158 0.0043193598421996052 0.00026014170471034821 0.0022779510318971475 0.0022143216443872454 0.0058992326615482935 0.0044795332807606282 -0.0017766637162713835 0.0048517664260894948 0.0049060236968706998 0.0055697095042134964 -0.0079439017526661618 -0.0036552500701004216 0.0036396074566831188 0.00052164467366303674 0.0032456521856487224 -0.00042098817143796697 0.0067956156065976537 -0.0080423668074393363
leaf_weight=30.831280030310154 41.178698271512985 18.751750901341438 17.043070986866951 10.054172545671465 12.041319623589514 32.879542533308268 15.160511776804922 12.575620306655763 25.588268559426069 4.4540201388299447 10.60587255656719 12.580380789935594 5.9503798410296431 13.169421777129172 51.834784097969532 7.8641859069466582 9.9488397911190969 10.524934008717535 32.28555666282773 23.541305959224701 9.3658205643296224 3.8320187926292411 10.260824069380758 6.5225758478045455 72.513524278998375 99.445512894541025 16.570791102945805 103.61130345612764 13.291356906294821 6.8665303140878677
leaf_count=334 479 60 554 61 217 236 75 221 89 40 32 114 22 58 173 30 23 27 159 66 26 10 59 37 245 380 52 661 30 63
internal_value=0.00028805 0.000989287 -0.000784022 -0.000551036 -0.000123581 -0.000749753 0.0016882 -0.000865673 2.53149e-05 -0.00129351 -0.0002567 -0.00244228 -0.00120032 -0.00247583 0.00135854 -0.00130115 0.00185001 0.00171588 -0.000238581 0.00204078 0.00175797 0.00137534 -0.00426938 0.00179882 0.00303759 0.000899025 -0.000452074 8.45708e-05 0.00416936 -0.00508862
internal_weight=741.144 448.066 293.078 276.035 234.856 165.103 325.445 122.622 78.346 52.7577 41.4372 44.2758 31.7002 25.7498 69.7531 17.9184 310.284 300.335 42.8105 257.525 233.983 201.94 14.0928 187.847 79.0361 108.811 153.062 120.182 32.0431 11.3206
internal_count=4633 2170 2463 1909 1430 1166 1197 973 558 469 366 415 194 172 264 91 1122 1099 186 913 847 757 69 688 282 406 949 713 90 103
is_linear=0
shrinkage=0.00590365


Tree=127
num_leaves=31
num_cat=0
split_feature=1 2 0 2 2 1 2 1 0 0 1 1 2 1 2 1 1 0 2 0 2 2 2 1 0 2 1 1 2 2
split_gain=7.66336 6.62134 6.65223 5.46099 5.37965 5.49237 4.88121 4.82715 6.84944 4.68218 7.59835 4.47344 4.00747 7.52043 3.96517 4.62372 6.68898 3.69575 3.59726 3.4431 3.36891 7.3152 5.39494 4.86467 3.34808 5.75686 5.62876 7.8116 4.94205 4.7552
threshold=0.4529056016000001 42.783136484500005 0.41973294215000007 44.749265482150008 42.684965421050009 0.34587287805000005 42.620627117000005 0.44922307715000004 0.55788748840000013 0.54191491270000014 0.42111014640000005 0.49284452560000008 41.243661560350013 0.31168228495000011 43.521589032450009 0.45824975300000009 0.46551001470000003 0.54413041525000005 42.982930821650008 0.5541600551000001 46.095286511800005 47.74983977685001 49.064150740050003 0.48616807880000007 0.47774018740000007 48.109449608500007 0.34521421515000011 0.34007963835000005 44.578137159850009 49.064150740050003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 11 6 -6 -4 8 9 10 18 14 -1 -14 15 -2 -17 -11 -3 -19 -5 -22 -23 -24 25 26 27 -20 -26 -30
right_child=3 7 4 20 5 -7 -8 -9 -10 17 -12 -13 13 -15 -16 16 -18 19 24 -21 21 22 23 -25 28 -27 -28 -29 29 -31
leaf_value=-0.022225930831945406 -0.018848575488118455 -0.013914814220638007 0.0028070397742460088 0.017396708015558097 0.018342472651478002 -0.0086035185232879834 -0.017817537053753923 0.019570764118576483 -0.018420120667687782 0.02715186631760471 -0.027727679668478104 -0.021999628808503563 -0.021636593328793793 0.06976021026791436 -0.024081241309307565 0.012910705176490652 -0.0085096505998184906 -0.014742072372639633 -0.017362962528903767 0.016430010914020087 -0.031167834494247794 0.014626998040066404 0.0096383671918168091 -0.013535549412343965 0.0058292565736665827 0.0037636750627848639 -0.022462246272642084 0.011974802279485565 -0.002654920034818869 -0.033665331591426831
leaf_weight=6.9363779202103597 7.0452718622982493 9.4898354876786453 418.19366747699678 4.6792892515659323 17.206610932946209 4.0025982819497576 4.984768144786357 4.2410426884889594 11.216727348044513 4.0948872938752157 4.9894200041890135 10.146080623380838 0.99364361353218533 0.63247610628604889 4.8137009963393202 10.439016833901407 15.625879630446432 2.8824063260108232 8.0527644790709036 3.220776379108429 3.1872714608907726 9.4114343598485011 6.1613255366683033 10.542144514620302 48.749851401895285 18.819481551647186 11.117142867296932 7.5478765964508048 18.621571222320203 2.3958446476608506
leaf_count=217 76 70 1905 15 76 25 36 11 117 10 103 514 48 3 74 59 190 29 140 17 43 38 25 137 201 75 141 32 181 25
internal_value=0.000658069 0.00145969 0.00272591 -0.00528574 0.00307444 0.0132572 0.0025641 -0.00223006 -0.00284157 -0.00159326 -0.00265546 -0.00977989 -0.0153629 0.013912 -0.00651065 -0.00395616 6.92231e-05 0.0119247 -0.00165304 0.00170808 0.00107165 -0.00153531 0.00208128 -0.0049875 -0.000643872 -0.00501394 -0.0111967 -0.00316881 0.00220848 -0.0061899
internal_weight=690.441 608.39 452.95 82.0514 444.388 21.2092 423.178 155.44 151.199 139.982 129.784 48.0699 8.5625 1.62612 37.9239 33.1102 26.0649 10.1981 124.794 6.10318 33.9815 29.3022 26.1149 16.7035 115.305 45.5373 26.7178 15.6006 69.7673 21.0174
internal_count=4633 3462 2310 1171 2042 101 1941 1152 1141 1024 968 913 268 51 399 325 249 56 865 46 258 243 200 162 795 388 313 172 407 206
is_linear=0
shrinkage=0.0207191


Tree=128
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 0 0 2 2 1 0 1 0 1 2 0 0 2 2 2 0 2 2 0 0 0 2 1 1
split_gain=6.65061 7.50104 4.49419 4.30986 3.62467 3.87291 6.82347 5.05159 3.46374 5.11924 4.64129 6.59315 7.19318 4.48085 9.05672 4.19492 5.243 6.10792 4.83731 3.56022 3.98408 3.55024 3.28022 7.4887 5.57103 8.96103 4.81827 3.60469 3.09653 5.46801
threshold=0.38906020780000011 0.47880302985000006 0.5116313883000001 0.68131193680000013 43.564719632750005 0.50913146310000013 0.53312775065000018 0.4995209724000001 38.238138001450004 37.995872310650007 0.39019789825000006 0.52432561900000019 0.39995808510000008 0.54504356155000011 0.41917906650000009 44.279556297950009 0.53312775065000018 0.53146612375000013 41.542492784600007 39.427119987250002 47.74983977685001 0.56859076075000015 42.684965421050009 42.123054668150012 0.48389269780000005 0.49588335680000006 0.48735067810000005 42.409092016550012 0.43121463430000007 0.40651477500000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 7 -7 -6 9 21 -10 -12 19 15 -15 18 17 -17 -14 -13 -21 28 23 -3 -24 -26 -25 -28 29 -4
right_child=2 4 3 -5 5 6 -8 -9 10 -11 11 12 13 14 -16 16 -18 -19 -20 20 -22 -23 24 26 25 -27 27 -29 -30 -31
leaf_value=-0.0010388179072792199 -0.020614228343488195 0.0047236318660113198 0.0015076597867480126 -0.019028303602355124 -0.005675127592061199 -0.025052474672143877 0.0077914381540741843 0.01435914969466588 -0.016437322130499192 -0.024720351075666471 0.011787192412668131 0.011372522043022578 0.0014276474218331851 -0.024166512815038399 -0.00022461187745964617 -0.019124631778158142 -0.027647410703919725 0.017502543672263598 0.012552776145612086 -0.014417508697590889 0.003503363543541894 -0.013787520446375453 0.013846998066366386 -0.020586580131669613 -0.016021075302404403 0.010403257765004555 -0.012410955079971394 0.0071909018893178177 0.0096295343594721503 -0.017381140820620009
leaf_weight=152.9680815814063 3.6676404252648345 155.61257874965668 16.146588668227203 4.0613496256992212 9.3567802906036395 4.9382068701088411 3.1129625216126442 6.3957972750067702 5.1995597481727591 3.8525982312858096 13.847499596886335 2.353088133037093 24.644929066300392 4.945678334683179 133.62830255459994 2.3260500039905292 2.5064538419246674 3.3586390912532806 22.630118153989315 19.684099368751053 4.6242148727178565 8.2024917071685177 26.44581276923418 5.5992605164647129 5.9808926656842258 10.995715536177157 4.8542850241065008 6.7967667654156685 6.5889958441257468 6.4836182296276084
leaf_count=1148 65 572 87 179 40 55 13 18 26 45 80 11 91 54 1067 59 19 8 65 261 43 267 103 36 33 34 24 23 41 66
internal_value=0.000497327 0.00196804 -0.00150465 -0.0012588 0.0038838 -0.00255097 -0.0123535 0.00245911 -0.001002 -0.00565073 -0.00020169 0.000158227 -0.00057141 0.000591237 -0.00107909 0.00476431 -0.00671421 0.00251551 0.00675314 -0.00903309 -0.0110084 -0.00368749 0.004592 0.00351964 0.008861 0.00109391 -0.00734138 -0.000976 -0.000852185 -0.00390403
internal_weight=681.809 393.057 288.752 285.084 240.089 23.8037 8.05117 15.7526 281.023 41.2743 239.749 234.549 220.702 194.04 138.574 55.4662 8.19114 5.68469 47.275 26.6614 24.3083 37.4217 216.285 172.863 43.4224 16.9766 17.2503 11.6511 29.2192 22.6302
internal_count=4633 2099 2534 2469 951 126 68 58 2290 506 1784 1758 1678 1363 1121 242 86 67 156 315 304 461 825 655 170 67 83 47 194 153
is_linear=0
shrinkage=0.0173738


Tree=129
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 2 1 1 1 0 1 1 0 2 0 2 1 0 1 1 1 2 0 0 1 2 2 2 1
split_gain=18.7939 19.4463 8.50436 9.43377 7.9195 6.94186 5.8164 5.25851 8.82286 5.4189 5.71761 4.97699 4.95776 6.41558 9.4552 4.93866 4.86673 4.79483 4.65178 5.11916 4.6153 4.55535 5.22983 4.74274 7.33616 7.10796 6.90793 5.87549 7.83767 4.17466
threshold=0.39078171310000004 0.47721625100000004 0.50634711535000021 0.53146612375000013 0.54504356155000011 0.52324780695000006 36.772607578000013 0.3447651268000001 0.33894194785000004 0.32467590790000006 0.42615490555000007 0.41917906650000009 0.39019789825000006 0.50913146310000013 36.654713368950006 0.5380527529500001 43.61821939175001 0.40437412050000004 0.45995628875000011 0.34584293880000011 0.39670967935000007 0.34575312120000007 39.476991512000005 0.47787491390000009 0.47938684470000009 0.34545372890000009 40.518963363600001 41.489621506400006 42.844429421150004 0.38045268105000002
decision_type=2 2 2 2 2 2 2 2 2 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 15 12 -6 8 9 10 -1 17 13 21 -15 16 -5 20 -9 -20 -8 22 -3 -24 26 27 -25 -26 -29 -7
right_child=2 5 -4 4 6 29 11 18 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.0012962497268846317 -0.0023965796874881929 0.004421938849381077 -0.0036713308748999585 -0.002954336799831439 -0.0035691655987834569 -0.0056088259432995214 -0.0054275767510869799 -0.0042769444568881666 0.002128972481181819 -0.0038882336929396133 0.002572256604299585 -0.00017855350203307746 0.0046257206133635204 0.0035450888206681815 -0.0015412037836872159 0.0018718134264907765 0.001777770311412432 -0.0065526676746619217 -0.0021505942072208863 0.0019312688914219403 0.0037313001624841016 0.0022014830554629122 0.0029545831742359731 0.0011771091002592223 0.0033164971749518914 -0.0014027499934497294 -0.004338187245048997 -0.002489925455303227 0.0026274015229180298 -0.00019594478613171512
leaf_weight=31.128084236755967 42.608716977760196 8.4554751962423307 17.622558586299419 10.035997748374941 12.624404601752756 3.8918528258800498 1.954642266035078 12.573396053165196 26.189603626728058 11.02540262788534 10.366875842213629 146.39240530878305 10.248981297016142 9.9420014321804029 29.556304953992367 52.701751615852118 7.9111864641308776 5.0598272792994976 22.765607491135601 8.6228317469358426 2.6225666776299477 151.2494555786252 16.52514959871769 7.6851161569356945 26.967877231538296 18.414949484169483 11.600080691277979 11.3179307281971 13.194791987538336 11.383513577282427
leaf_count=334 479 21 554 61 217 27 28 221 89 103 32 855 23 25 147 173 30 45 158 36 21 513 48 25 76 80 72 53 39 48
internal_value=0.000246124 0.000825789 -0.000630737 -0.000440667 -9.24094e-05 0.00139528 -0.000623622 -0.000708217 -1.01118e-05 -0.00107678 -0.000329763 -0.000385297 0.00153925 0.0014355 -0.000260948 0.00117571 -0.000868406 -0.00352585 -0.00195811 -0.00102925 -0.000179889 0.00168797 0.00100763 0.000734513 0.000323135 0.00100285 -0.00214035 0.00186334 0.000264647 -0.00157504
internal_weight=752.639 453.105 299.534 281.911 239.303 330.433 168.654 122.672 78.71 52.5204 41.495 156.029 315.158 304.909 39.4983 70.6489 17.9472 9.63704 43.9618 31.3884 4.57721 265.411 114.161 105.706 89.1807 69.8955 19.2852 51.4806 24.5127 15.2754
internal_count=4633 2170 2463 1909 1430 1197 1166 973 558 469 366 949 1122 1099 172 264 91 94 415 194 49 927 414 393 345 248 97 168 92 75
is_linear=0
shrinkage=0.00451168


Tree=130
num_leaves=31
num_cat=0
split_feature=1 2 0 0 0 0 1 1 0 1 1 0 2 1 2 1 0 0 2 0 2 2 0 2 1 0 0 0 2 1
split_gain=6.24663 5.41077 4.99388 5.30626 5.57907 5.21783 8.61694 6.17105 8.45309 5.62541 5.16379 6.2099 5.10591 10.5752 16.9682 4.68207 4.18438 5.9279 5.20003 7.19139 6.93668 6.98455 5.6732 4.87595 4.31754 9.40922 4.16048 6.68931 5.68434 5.54445
threshold=0.45420795785000007 49.247968080500009 0.47396784530000008 0.47500074850000013 0.47673722340000008 0.50730517050000012 0.37644082515000005 0.37644082515000005 0.50291907430000016 0.36994401365000007 0.34422622080000004 0.45995628875000011 38.621016321050007 0.35585760905000008 43.321682097200004 0.45736654595000009 0.47938684470000009 0.47787491390000009 41.257948413050009 0.47943175355000006 42.684965421050009 42.720329370750001 0.48588365620000007 40.518963363600001 0.34569324270000007 0.48185683060000012 0.56065686655000013 0.56345618395000019 44.749265482150008 0.46097422230000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 10 -4 -5 7 9 8 12 -7 -1 -12 -6 16 -15 -2 17 -14 22 -20 24 -22 -18 -19 25 -21 -17 -28 29 -29
right_child=15 -3 3 4 5 6 -8 -9 -10 -11 11 -13 13 14 -16 26 18 23 19 20 21 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00065261286650873792 -0.025862410883416828 -0.010962299771179117 0.016044294507694335 -0.010352980590656088 0.011351973545390645 -0.0016033172497033781 0.001154461819849423 -0.017162534501531129 0.016971205307935441 -0.024891745875106265 -0.02255463558618721 0.0042212576717339193 0.0046192092161838417 -0.035527230420789015 0.011132538870337204 -0.033477428458515888 0.0052454632820796614 0.0026847724790391011 0.022333792812240384 -0.034881651151756093 0.020883783797981472 0.0019869638625188701 0.019712729306718225 -0.015393134597350856 0.0012179964734106937 -0.0030421375623214931 0.020658838212517867 0.011855722098121623 0.0015351487248111174 -0.012753789612512688
leaf_weight=54.546738474629819 3.7910519558936349 13.586262697353957 10.241442471742628 13.830369379371403 28.074585847556591 7.5780843421816817 231.40203986875713 5.0345958415418854 19.488698221743107 8.2310824133455736 9.8876747628673893 4.9413951560854903 32.322044059634209 6.8159643411636335 5.2469826936721802 1.7329975441098202 25.376450449228287 9.408184155821802 6.582847833633422 4.8639794290065792 10.160194993019102 27.794300056993961 17.367178983986378 14.304362386465071 21.572946138679981 12.879724420607088 4.3080811798572531 3.9339994322508565 31.639405369758606 30.340329141356051
leaf_count=482 46 173 35 115 89 41 1314 59 59 59 231 26 127 44 17 15 90 32 22 33 56 104 56 89 83 52 12 28 249 795
internal_value=0.000541496 0.00120616 0.00148735 0.0021448 0.00186476 0.00220647 0.000202696 0.00420958 0.00465373 -0.0137285 -0.00342701 -0.0136323 0.00357616 0.0024549 -0.0152318 -0.00473695 0.00362312 -0.00081428 0.00558719 0.00276504 0.00109795 0.00704553 0.0111237 -0.00822055 -0.00464357 -0.0117701 -0.00362393 -0.00288717 -0.00442613 -0.00992912
internal_weight=677.284 601.538 587.952 518.576 508.335 494.504 247.211 247.293 242.258 15.8092 69.3758 14.8291 222.77 194.695 12.0629 75.7459 182.632 56.0346 126.598 83.854 77.2711 37.9545 42.7436 23.7125 39.3166 17.7437 71.9548 70.2218 65.9137 34.2743
internal_count=4633 3488 3315 2576 2541 2426 1414 1012 953 100 739 257 894 805 61 1145 744 248 496 350 328 160 146 121 168 85 1099 1084 1072 823
is_linear=0
shrinkage=0.0195037


Tree=131
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 1 0 2 0 1 0 0 0 1 0 2 0 2 1 0 0 0 2 2 1 1 1 0 2 2
split_gain=12.3523 13.4865 6.19208 7.18868 5.3669 4.83313 7.42843 5.20558 4.44108 10.3137 6.23115 4.35878 4.09539 3.99605 4.62591 7.73335 5.40203 5.82705 12.1924 15.2264 5.96275 8.45123 7.3983 6.10767 7.72965 7.71603 7.37431 5.35592 4.72281 4.48269
threshold=0.39078171310000004 0.47721625100000004 0.50634711535000021 0.53146612375000013 37.232443001650005 0.3447651268000001 0.47396784530000008 40.408647214050006 0.45995628875000011 0.35696536035000009 0.47673722340000008 0.52324780695000006 0.54504356155000011 0.39019789825000006 0.50730517050000012 36.654713368950006 0.50291907430000016 38.621016321050007 0.35585760905000008 0.47976108500000009 0.47938684470000009 0.47787491390000009 40.518963363600001 41.257948413050009 0.34569324270000007 0.34614233110000009 0.34545372890000009 0.48588365620000007 37.041406607950009 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 5 3 -2 -5 6 -1 -7 -9 10 -10 13 -6 14 16 -16 17 28 20 -20 21 -19 -23 27 26 -26 29 -22 -3 -25
right_child=2 11 -4 4 12 7 -8 8 9 -11 -12 -13 -14 -15 15 -17 -18 18 19 -21 23 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00095229914334033188 -0.0036989474065900227 0.00267345134729085 -0.0057357601151961984 -0.0039812716245814211 0.0019588516997519618 -0.010089015756189786 0.0055418438626886049 -0.0067859129608108465 -0.0067665971029152892 0.0096600155237034357 0.0011411587246347298 -0.0020772435113106348 -0.00044877926597787341 0.0072687015535691834 0.0055762316116887214 -0.0022241176179463346 0.0060997478073347962 0.0034025836339773769 0.0082235221502720349 -0.01029373271513765 0.0029755162532736266 0.0019184250505402231 -0.0067722287049882422 -0.0017909217039958414 0.0059327177468303212 -0.00020519331848326152 -0.0073215861649795237 0.0082749207035654783 0.0088599588840132075 0.0044207548859125558
leaf_weight=64.550784725695848 40.070241888985038 18.078899338841442 15.420182377099989 19.944993292912841 60.771938323974609 5.6666024047881356 12.854885160923002 9.2698537036776525 11.744684282690292 4.9618175998330107 12.53996007144451 15.151062361896036 147.02962504886091 9.2166129201650602 10.201791711151598 31.996395446360111 22.509665250778198 20.456801101565361 3.6656910330057135 10.287027679383753 27.617125898599625 9.8173722624778765 15.179858841001986 16.184848561882976 33.608112834393978 19.814087487757206 8.5726408958435041 20.022162146866322 12.847087830305098 12.55621040612459
leaf_count=521 479 60 554 277 227 83 37 159 107 12 54 75 926 23 27 159 66 68 9 60 90 32 90 67 125 75 47 56 30 38
internal_value=0.000341795 0.00116074 -0.000928591 -0.000651807 -0.000115686 -0.00104892 0.000126194 -0.00310765 -0.00208054 -0.000589139 -0.00268324 0.00200618 0.000255337 0.00221062 0.00205174 -0.000338313 0.0024532 0.00209431 0.0016019 -0.00542884 0.00213554 -0.000315959 -0.00335908 0.00294081 0.0017532 0.00365619 -0.000971311 0.00520279 0.00524341 0.000922796
internal_weight=722.609 439.372 283.237 267.817 227.747 121.589 77.4057 44.1829 38.5163 29.2465 24.2846 317.783 207.802 302.632 293.416 42.1982 251.218 228.708 197.782 13.9527 183.829 45.454 24.9972 138.375 90.7359 53.4222 37.3137 47.6393 30.926 28.7411
internal_count=4633 2170 2463 1909 1430 973 558 415 332 173 161 1197 1153 1122 1099 186 913 847 757 69 688 190 122 498 352 200 152 146 90 105
is_linear=0
shrinkage=0.00780139


Tree=132
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 0 2 0 2 0 0 0 2 2 1 0 2 0 0 0 0 2 2 2 0 1 1 0 2 2
split_gain=5.72327 7.38648 6.34328 6.13678 5.81534 4.03395 3.66494 4.84964 4.29809 3.59395 3.52344 4.27791 5.87265 4.07601 4.15453 10.1355 7.27246 6.88441 3.75548 5.69055 3.87555 3.46146 3.45683 5.41678 3.39605 3.35188 8.21726 3.1786 3.06438 3.03766
threshold=0.57212358910000016 40.00488309970001 42.783136484500005 0.55788748840000013 0.41973294215000007 0.55484865720000009 42.684965421050009 0.48368312325000012 42.620627117000005 0.57403969940000021 0.56579144335000009 0.56345618395000019 38.983591653800012 42.154118731400011 0.3584174126500001 0.49194634890000005 41.976795488650005 0.49688632075000011 0.48271009850000007 0.47774018740000007 0.52468488970000016 35.476804824450006 41.243661560350013 41.404176814550006 0.68131193680000013 0.32467590790000006 0.33400197600000009 0.50035927070000008 42.982930821650008 49.247968080500009
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 28 8 -8 10 -3 11 13 -13 14 15 25 17 -16 19 -15 -20 27 -1 -24 -11 -6 -27 -19 -4 -30
right_child=1 9 3 -5 6 -7 7 -9 -10 24 -12 12 -14 18 16 -17 -18 21 20 -21 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.019536291835654963 -0.016441929865531928 -0.024801516642756698 -0.011307717971581525 -0.017322104844571137 0.013985356088425183 0.019726142429066222 0.014977432145775134 -0.0082266160665162725 -0.014853173677837922 0.00012661119580109116 0.0096905899713734898 0.0059567045553204755 -0.030762483673145626 -0.0023455494929032002 -0.017688439073441756 0.018830444560133441 0.015457649328711888 0.018453506703586132 0.0074207778639638648 -0.02876256740580125 -0.0085311435020463192 -0.00025320389194261831 0.046947347012057161 -0.01916742082186421 -0.02039274987577791 -0.020011223932431384 0.0035468544197573004 0.0030518080632697384 -9.3235384112147916e-05 -0.010671699977167985
leaf_weight=6.2991700377315274 13.560984174720941 2.1646043919026843 10.367463279515503 8.488360181450842 9.399804659187792 3.0053592361509791 15.190523546189072 3.7755116820335379 4.9475969895720473 60.505921592004597 20.722704760730267 2.748216785490512 3.1251993253827095 7.2020007930695993 7.0904509983956805 15.771521307528017 10.844771105796097 6.3723269328475025 11.971115782856943 4.4164226315915585 8.9257146157324296 150.09666314721107 0.74431679025292374 0.94330311194062233 2.8347973711788645 5.1596713587641707 135.88838939368725 15.300566311925648 114.11243527568877 9.9044925943016988
leaf_count=217 459 22 76 117 25 14 79 22 37 617 84 18 27 47 59 53 33 17 41 37 60 730 4 47 96 43 536 71 821 124
internal_value=0.000497298 -0.00413328 0.0011149 -0.00220267 0.00219774 -0.00126855 0.00247967 0.0103583 0.00212388 -0.00158512 0.00232626 0.00193924 -0.0135813 0.00217391 0.00274122 0.00485605 0.000888205 4.81997e-06 -0.00403601 -0.0123872 0.000607194 0.000735177 -0.0132969 0.00999219 -0.000791727 0.00339111 0.00268508 0.00758026 -0.00173807 -0.000938074
internal_weight=671.88 79.0663 592.814 145.878 446.936 137.39 438.949 18.966 419.983 65.5053 415.036 394.313 5.87342 388.439 355.924 166.219 189.705 178.86 32.5153 11.6184 20.8968 171.77 7.98679 1.68762 63.3407 150.448 141.048 21.6729 134.384 124.017
internal_count=4633 1194 3439 1152 2287 1035 2019 101 1918 735 1881 1797 45 1752 1567 657 910 877 185 84 101 818 268 51 713 604 579 88 1021 945
is_linear=0
shrinkage=0.0183229


Tree=133
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 2 1 0 0 0 2 0 1 1 0 0 2 0 0 0 0 1 1 0 2 2 0 1 1 0
split_gain=19.4647 20.1754 9.45849 9.70879 6.49806 7.12108 9.41158 16.3272 8.5849 8.06227 6.36767 6.32701 5.40583 9.79511 5.20689 5.80638 5.15343 4.99051 6.20131 6.98803 7.51806 7.29479 8.84623 5.15513 4.93547 4.60837 4.76325 19.9569 4.59392 4.13049
threshold=0.39170982905000007 0.47721625100000004 0.50634711535000021 0.39394030120000006 37.232443001650005 42.670715716450012 0.39563186730000005 0.53499895210000015 0.58887458460000019 0.57212358910000016 40.767054867700004 0.63013083440000017 0.3447651268000001 0.33894194785000004 0.45995628875000011 0.39587138110000003 40.408647214050006 0.58035687555000015 0.57927906350000014 0.55788748840000013 0.5541600551000001 0.39814676205000005 0.42111014640000005 0.54284302865000023 42.388109226950007 40.00488309970001 0.55131582885000008 0.43967246490000006 0.3975479776000001 0.45995628875000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 3 -2 28 6 -6 -8 17 10 25 -10 13 14 15 -1 -14 18 19 20 21 -7 -23 -24 -11 26 -9 -28 -5 -18
right_child=2 -3 -4 4 5 8 7 9 11 24 -12 -13 16 -15 -16 -17 29 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0034647404220193865 -0.0049240483070569392 0.001211767166092301 -0.0032447076123747172 0.0011886349056208429 0.004942855971968277 -0.0048316215569699072 -0.0043483298183105892 0.0022197791125215163 0.0017210855947551551 -0.0020563983278034216 0.0020315757150405323 -0.0028607496418346888 -0.0051915736709397184 0.0019644277112104702 -0.0055339682674200837 -1.5313347703425419e-05 -0.0034590411852096956 -0.005403093326561346 0.0025214689924259767 -0.004376194210597587 0.0039374679496742065 0.0012766945923654491 -0.0055136183732936023 0.00039283761725095233 0.0028478648990843355 -0.0017028872259745589 -0.0057703568184003119 0.0022442546243379088 -0.0029961302227285947 -0.0004993702121443654
leaf_weight=9.4448785334825498 7.3147251363843671 333.41945987939835 19.854535607621074 5.1447523012757328 6.9317651167511931 8.5155870765447599 11.426079809665678 20.055423423647881 23.588646061718467 23.027738355100158 54.292800940573215 5.9448648765683165 5.9146934039890757 26.222236391156912 3.7001326829195014 41.334493409842253 9.8347579762339574 5.5103743299841872 5.5947285592555991 13.156825717538593 4.2737492471933356 15.688545612618329 6.7022379487752897 3.5671440437436104 3.7608865797519675 15.628654062747954 7.3840194195508984 14.520357899367808 21.01301059499383 30.36819764226675
leaf_count=188 91 1230 554 24 17 127 111 60 100 204 173 36 83 89 32 249 159 55 22 147 17 81 108 17 16 76 63 49 282 173
internal_value=0.000184973 0.000699234 -0.000596424 -0.000410655 -0.00029092 -9.36508e-05 0.000421061 0.000212235 -0.000967021 0.000588015 0.00105633 0.000798798 -0.000648261 -2.87695e-05 -0.000988141 -0.000656901 -0.00173232 -0.00179469 -0.00144888 -0.00187685 -0.00102818 -0.00164378 -0.000597998 -0.00346197 -0.00136788 0.000136898 0.000822157 -0.000457491 -0.00217306 -0.00122339
internal_weight=763.136 460.239 302.897 283.043 275.728 249.57 157.028 150.096 92.5427 138.67 111.881 29.5335 126.819 80.7017 54.4795 50.7794 46.1176 63.0092 57.4988 51.9041 38.7473 34.4735 25.9579 10.2694 26.7886 57.5885 41.9598 21.9044 26.1578 40.203
internal_count=4633 2203 2430 1876 1785 1479 769 752 710 641 421 136 973 558 469 437 415 574 519 497 350 333 206 125 220 248 172 112 306 332
is_linear=0
shrinkage=0.00396922


Tree=134
num_leaves=31
num_cat=0
split_feature=2 1 0 0 0 1 0 2 0 0 0 2 2 2 2 0 1 1 1 1 0 1 1 1 1 2 0 2 2 1
split_gain=5.44784 5.24665 6.34813 7.7473 9.29516 7.2577 5.11186 7.26332 9.20093 7.7954 4.91514 5.49946 6.17318 6.3589 4.67527 4.31662 5.46269 4.35997 3.91837 3.83744 10.3208 3.30399 7.44357 3.18947 7.61792 3.44192 2.96814 5.21657 2.94272 4.3757
threshold=31.914316944300001 0.37227927305000003 0.47938684470000009 0.5116313883000001 0.50291907430000016 0.36510882910000009 0.5116313883000001 47.079243513300007 0.50291907430000016 0.49588335680000006 0.47943175355000006 41.257948413050009 42.684965421050009 42.720329370750001 35.119813570500007 0.48588365620000007 0.34554354660000003 0.35986946500000005 0.50634711535000021 0.35331277505000008 0.45995628875000011 0.38045268105000002 0.38772791230000009 0.34569324270000007 0.3453339720000001 42.409092016550012 0.48149755995000004 43.157831852650006 51.757767929250001 0.4995808509000001
decision_type=2 2 2 2 2 2 2 2 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 14 4 5 10 7 8 9 -3 -4 15 23 -14 -2 16 -12 -17 28 -16 -21 -1 -23 24 -13 -25 -15 -28 -8 -30
right_child=1 6 3 -5 -6 -7 18 -9 -10 -11 11 12 13 26 19 17 -18 -19 -20 20 -22 22 -24 25 -26 -27 27 -29 29 -31
leaf_value=-0.033103868186452522 0.015362141573608729 -0.030793613268465879 0.024936637675440805 -0.021651611675084483 0.020122843582521643 -0.014698311941833395 0.0002995061873192795 0.016204700214594529 -0.037241208254740449 0.015850056501641837 0.010010825349732268 -0.0023106991400651399 0.023375546757283729 0.010408620173361324 -0.0026207032305285687 0.020952178230316202 -0.010946891673506992 0.0032107083966719822 -0.013292072709258914 -0.013968701302008201 0.02372369909615123 0.030685197688797336 -0.025416212630920084 0.0053416800936050392 -0.033398753512788856 -0.015335768429065134 -0.019299202327835805 0.0058224896243720629 -0.025006837469407035 0.013417952959714385
leaf_weight=3.5571948057040554 8.4985690116882306 2.8256860729306954 6.1359952688217154 4.9283215440809718 20.861149214208126 9.0201457962393743 288.8844542298466 3.4231840576976529 7.1399160921573639 4.5048186723142862 19.713824793696407 12.097796507179739 9.0277308225631696 12.489425383508207 132.42698182258755 21.645267888903621 8.6819064244627935 9.7309866026043874 11.229675688780842 5.7328579127788535 9.1234731748700124 1.7852476835250852 3.2017701650038362 16.568015433847908 5.5828417912125579 5.1030618399381629 6.4620016738772419 10.539590544998644 5.0534618971869341 2.0065856948494911
leaf_count=81 40 36 22 38 63 44 1814 13 64 30 67 48 56 40 930 76 39 37 499 106 22 3 138 61 37 25 35 36 126 7
internal_value=0.000570933 0.000797234 0.00273336 0.00556638 0.0063388 0.00445691 -0.0011943 -0.0126324 -0.0194542 -0.00212966 0.00565864 0.00479924 0.000943982 0.00720898 -0.000514396 0.00982184 0.00360307 0.0154499 -0.000528006 -0.00143051 0.00917871 -0.0168948 -0.00533309 -0.00518841 -0.0121271 0.000472596 0.00226011 -0.00372582 -4.36708e-05 -0.0140859
internal_weight=667.982 659.438 334.37 178.588 173.66 152.799 325.068 17.8936 14.4704 7.3305 143.778 137.642 77.8705 38.5187 155.782 59.772 28.3957 31.3763 307.174 147.283 14.8563 8.54421 4.98702 39.3517 17.6806 21.6711 29.491 17.0016 295.945 7.06005
internal_count=4633 4411 1822 724 686 623 2589 143 130 66 579 557 338 167 1098 219 106 113 2446 1058 128 222 141 171 85 86 111 71 1947 133
is_linear=0
shrinkage=0.0220144


Tree=135
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 1 0 2 0 2 0 0 0 0 2 0 0 2 0 2 0 1 1 0 2 0 0 0 2
split_gain=12.7252 13.3795 6.36909 7.17544 6.35873 15.1718 7.34877 8.16497 5.24433 5.18906 4.51804 7.52878 7.02447 5.13614 4.89928 4.62728 8.30434 7.7023 4.60244 4.44232 4.05905 11.1575 8.25392 7.67248 7.86096 5.53871 7.05297 10.8407 4.00105 3.97701
threshold=0.39078171310000004 0.47880302985000006 0.50634711535000021 0.53146612375000013 0.50730517050000012 0.37644082515000005 0.36994401365000007 0.5132031975000001 37.232443001650005 0.50291907430000016 41.873095646600007 0.41973294215000007 0.47787491390000009 0.47847369840000004 0.47774018740000007 48.109449608500007 0.45798030000000006 0.47568935060000012 41.243661560350013 0.3733870243500001 41.243661560350013 0.48368312325000012 0.34569324270000007 0.35331277505000008 0.48654231910000006 42.844429421150004 0.48185683060000012 0.47961138885000004 0.54504356155000011 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 10 3 -2 9 6 7 -6 -5 20 11 18 14 -13 15 16 19 -18 -1 -12 29 22 25 24 -23 26 27 -22 -10 -3
right_child=2 4 -4 8 5 -7 -8 -9 28 -11 12 13 -14 -15 -16 -17 17 -19 -20 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0057032370828385319 -0.0025148533817547893 0.0014402603823512189 -0.0039103330501450099 -0.0026689981102897141 0.0054944519070759907 0.0015376138174497994 -0.007516221032912912 -0.005190465396238666 0.001297801822117839 0.0042890360794181669 0.0030535925523626031 0.0014151011875162994 -0.0078133967027628776 -0.0034605427698726045 0.004819271516376596 0.00094327362891997155 0.002094082978981871 -0.002952960589209205 0.0051133231915878839 -0.0062765094794311055 0.0014778467647115899 -0.0039790228528491893 0.0039599205528283807 -0.0076436037702902332 0.0013530927360687489 0.0026398598529801904 0.0033418451550463963 -0.0097992325112123066 -0.00031089117934754592 0.0037432743430369174
leaf_weight=7.6553279645740968 39.987982574850321 44.87479791790247 15.715739926323293 20.065350163727999 3.5108126252889651 50.806438997387886 8.9621752277016622 4.6278533190488815 60.958473339676857 23.485121466219425 1.5862183123826969 67.702189106494188 4.4191393032670012 6.6208738684654227 3.8855868428945533 18.928984306752682 15.432433240115641 18.629678625613451 1.2819571960717437 13.971242383122442 4.3228233456611651 11.510631307959555 36.484851643443108 4.6273382976651183 23.423102371394634 12.537648841738699 4.4068921729922286 5.2930829450488091 147.7829563934356 39.227522283792496
leaf_count=217 479 155 554 277 8 181 60 34 227 66 16 278 38 33 10 75 73 132 19 257 16 56 132 28 81 39 12 36 926 118
internal_value=0.000228948 0.000793837 -0.000641117 -0.000449974 0.00149432 8.87721e-05 -0.00421572 -0.000581265 -8.91004e-05 0.00194841 -0.000422837 0.000429839 -0.0013466 0.000980767 -0.000952064 -0.00127921 -0.00212704 -0.00066631 -0.00415172 -0.00532522 0.001654 0.000948725 0.00232884 -0.00125065 -0.000403834 8.82932e-05 -0.00219304 -0.00472963 0.000158893 0.00251445
internal_weight=722.725 438.215 284.511 268.795 278.101 67.9073 17.1008 8.13867 228.807 210.194 160.114 83.2603 76.8533 74.3231 72.4341 68.5486 49.6196 34.0621 8.93729 15.5575 186.709 102.606 63.0453 39.5611 34.9337 26.5604 14.0228 9.61591 208.741 84.1023
internal_count=4633 2170 2463 1909 1022 283 102 42 1430 739 1148 547 601 311 563 553 478 205 236 273 673 400 235 165 137 103 64 52 1153 273
is_linear=0
shrinkage=0.00528337


Tree=136
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 2 1 1 1 0 0 1 2 2 1 0 1 1 0 1 1 2 0 1 1 2 1 0 0
split_gain=18.4871 17.2892 9.07154 8.29747 6.59895 6.38317 5.90264 5.81255 5.75816 9.08253 5.25972 5.05184 8.73378 4.49392 4.91783 4.37076 6.6582 6.54245 9.05989 9.01527 7.51443 10.9995 6.76469 5.88499 4.30032 4.86241 9.53876 6.88403 6.59507 5.61678
threshold=0.39078171310000004 0.47721625100000004 0.50634711535000021 0.53146612375000013 0.5485614203000001 0.43540612555000008 36.772607578000013 0.43694799560000003 0.4172030777500001 0.40651477500000005 0.52324780695000006 0.42615490555000007 0.3447651268000001 48.393869453650005 48.914776625700007 0.4529056016000001 0.57212358910000016 0.46280051495000007 0.46551001470000003 0.60710757165000018 0.48616807880000007 0.4830394299500001 44.749265482150008 0.58249753000000004 0.39019789825000006 0.37227927305000003 37.765550062200006 0.37447980600000008 0.50291907430000016 0.50035927070000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -2 8 -6 7 -7 9 -5 24 13 -13 -1 -15 16 -8 23 -19 20 21 -20 -21 -17 25 28 -27 -28 29 -3
right_child=2 10 -4 4 5 6 15 -9 -10 -11 -12 12 -14 14 -16 17 -18 18 19 22 -22 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.003545633389098567 -0.0025281677284201528 0.001652252915052263 -0.0040719788038065165 0.00077197191115088487 -0.0029156596505477243 0.0071063276239961672 0.0023454147724584228 -0.0056611618483579538 0.0021930266454427902 -0.0056433829452332499 -0.0013778347498884362 0.0014893175926051327 -0.0017438883155101342 0.0029154091658466154 -0.0029034107702415714 -0.0054568129141169723 -0.0014409033380517137 0.0066815241358722044 -0.004064505728582149 -0.0022350431716248427 -0.0066455822922736286 0.0046997539646308492 0.0038242277730492782 -0.00015013751714692593 0.0049164745714561598 0.0033431531429383944 -0.0066412025523977791 -0.00047244164434474091 0.0040669993423942596 -0.002727997196774478
leaf_weight=24.289822302758694 43.21056754514575 220.93602182716131 19.176418440416455 27.941242400556803 27.852717693895102 1.0185869671404342 35.894084364175797 7.9447887856513262 46.475749753415585 6.9841672778129569 15.423944644629954 45.054088853299618 39.876824039965868 7.2859248965978605 7.4255490452051163 12.017617575824262 17.488498415797949 4.9261590689420691 9.1949036829173583 6.9123635217547443 7.9564252570271483 5.9862589538097373 14.349351577460764 9.4533982723951322 9.7788948416709882 14.386295691132544 5.6610717847943333 23.993445463478565 28.632956363260746 7.6694298461079589
leaf_count=415 479 796 554 118 231 5 114 171 152 44 75 179 318 22 39 123 117 12 76 65 85 18 43 56 23 39 41 101 87 35
internal_value=0.000235297 0.000882917 -0.000721767 -0.000496825 -0.000134709 -0.00072506 -0.000266798 -0.00421028 0.00103289 -0.000510931 0.00149031 -0.00071718 -2.87396e-05 -0.00221636 -2.16135e-05 1.78469e-05 0.00110499 -0.000801891 0.00020732 -0.000511002 -0.00268454 -0.00060857 0.00185431 -0.00312036 0.00163253 0.00152594 -1.89878e-05 -0.00165006 0.00179044 0.0015053
internal_weight=755.198 450.414 304.783 285.607 242.396 160.995 133.142 8.96338 81.4012 34.9254 326.482 123.932 84.9309 39.0013 14.7115 124.179 53.3826 70.7965 49.3255 44.3993 23.1376 15.1812 21.2617 21.471 311.058 301.279 44.0408 29.6545 257.238 228.605
internal_count=4633 2170 2463 1909 1430 1116 885 176 314 162 1197 973 497 476 61 709 231 478 299 287 179 94 108 179 1122 1099 181 142 918 831
is_linear=0
shrinkage=0.00503184


Tree=137
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 1 1 2 0 0 0 1 1 2 0 2 1 2 0 1 2 0 2 1 1 2 1 0 2
split_gain=17.7232 18.4299 7.72411 9.06248 7.5952 5.88801 5.53668 6.68901 6.67603 5.51692 5.18156 5.0783 7.83321 6.40841 7.55319 6.30012 5.06 4.92346 5.16934 4.72551 6.74382 6.02119 4.99986 6.08262 4.97163 7.82795 5.30983 5.26969 4.57373 7.64312
threshold=0.39078171310000004 0.47736594710000008 0.50056884525000012 0.53146612375000013 0.54504356155000011 44.578137159850009 0.43540612555000008 0.43837010870000009 36.772607578000013 0.5380527529500001 0.57161462230000015 0.5641597557000001 0.44844465735000011 0.4529056016000001 44.749265482150008 0.58035687555000015 45.321989007550009 0.45107930900000009 39.476991512000005 0.39587138110000003 0.3447651268000001 40.408647214050006 0.47697673720000006 41.909642283050012 0.33894194785000004 0.32467590790000006 37.572218886150004 0.31753540315000006 0.41160444300000004 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 19 3 -2 9 -3 -6 10 -9 16 -8 17 -13 15 -15 -14 -5 -10 -19 -1 24 -22 -23 -24 25 27 -27 28 -21 -30
right_child=2 5 -4 4 6 -7 7 8 11 -11 -12 12 13 14 -16 -17 -18 18 -20 20 21 22 23 -25 -26 26 -28 -29 29 -31
leaf_value=-0.0047293634290772194 -0.0028579509430924598 0.0018597051155598366 -0.0038892236313794962 -0.0030471881702143792 -0.0026215363979871639 -0.0018461308375818362 0.00062702006151993004 -0.0062079973183421571 0.0047301993235338421 0.0023323545601959474 0.0068796680221302189 -0.0056860126131220183 0.0060543755896447712 -0.0030588288657416788 0.0010554740036843504 -0.001248178919379776 0.0034557975026571135 0.0037755962815193894 -0.0038644973730732179 0.00096795557257291264 -0.0074523014763401372 -0.0026729512970914667 0.0051220573100565978 -0.0022427351466146632 0.0025188952072673861 0.00041752683418474048 -0.007589902698080804 0.0038781366292313462 0.0068396419091063072 -0.0072294765464857268
leaf_weight=8.8719623535871488 43.627529360353947 303.90091513842344 22.938664529472589 13.205534018576147 37.906795162707567 13.972995266318319 10.816210322082044 6.458459958434104 10.718400225043299 53.463334817439318 6.6798937432467929 9.7844771370291692 8.4794757291674596 31.167832426726818 25.098791606724262 6.5048813894391051 5.1947438865900031 4.8652320280671102 6.3749904707074165 15.432711642235519 5.7663889285176984 29.922953430563211 6.8592306673526746 7.1222826614975929 26.276042889803648 4.1036550179123861 6.9506700485944748 11.433609560132025 1.5106945633888234 5.9092126041650772
leaf_count=188 479 1090 612 74 276 87 45 147 27 173 20 80 19 282 118 42 17 15 37 76 84 296 16 37 91 31 63 33 4 74
internal_value=0.000266999 0.000972366 -0.000775015 -0.000520203 -8.93539e-05 0.00169681 -0.000749502 -0.000190513 -0.000702796 0.00142503 0.00301424 -0.000357581 -0.00100279 -0.000359676 -0.00122357 0.00288425 -0.00121127 0.0020235 -0.00055755 -0.000796852 -0.000509196 -0.00208967 -0.00138534 0.00137038 0.000586965 -0.000532639 -0.00461734 0.00078432 -0.000763577 -0.004365
internal_weight=751.319 448.033 303.285 280.347 236.719 317.874 164.855 126.949 109.453 71.8636 17.4961 102.994 81.0355 71.251 56.2666 14.9844 18.4003 21.9586 11.2402 130.159 121.287 49.6709 43.9045 13.9815 71.6166 45.3406 11.0543 34.2862 22.8526 7.41991
internal_count=4633 2170 2463 1851 1372 1177 1108 832 767 264 65 620 541 461 400 61 91 79 52 993 805 433 349 53 372 281 94 187 154 78
is_linear=0
shrinkage=0.00558194


Tree=138
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 0 2 0 1 1 0 2 2 1 1 2 1 0 0 1 2 2 2 2 2 2 2 1 1 1
split_gain=11.2926 12.6083 8.27868 6.73915 5.44097 9.74538 6.50924 5.67335 4.87123 7.69574 5.65741 5.01597 4.42695 5.7291 8.43472 6.29036 4.31931 4.16646 3.38606 5.72835 7.92179 4.27064 6.38107 3.48805 6.37026 3.1408 6.67712 3.06932 3.96548 4.88315
threshold=0.39170982905000007 0.47721625100000004 0.39394030120000006 0.50634711535000021 0.39563186730000005 0.53634621715000008 36.772607578000013 0.54353163080000011 0.3447651268000001 0.33894194785000004 0.45995628875000011 40.408647214050006 43.61821939175001 0.39814676205000005 0.42473279245000012 44.701063782750005 0.30560462260000004 0.54504356155000011 0.45350438610000005 0.36042334060000009 41.808689985400001 42.686561923500008 42.783136484500005 43.968221017800005 44.202975721700007 48.109449608500007 48.914776625700007 0.43584024430000007 0.40437412050000004 0.41917906650000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 -4 12 7 -7 9 10 16 -10 -6 -14 15 -15 -1 -8 -13 20 -20 -22 -23 -24 -25 -5 -27 28 -19 -30
right_child=2 -3 3 25 5 6 17 -9 11 -11 -12 18 13 14 -16 -17 -18 27 19 -21 21 22 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.0066188081659997082 -0.0075554374161199908 0.0015281626587186946 0.0039466928912403618 -0.0065007288324926875 -0.0055514231140363964 0.0029305680803372361 0.0019472415881360661 -0.0059838980393231338 -0.0081062201673290854 0.0029076552546498896 -0.0087141940700185272 -0.0069503055096151794 -0.0071470801044781198 0.0090672172473368496 -0.0074183290566590945 -0.00056130886567602126 -0.00012130401750794102 0.0052392306166152598 0.0028718488449446275 0.0065865295899489949 -0.0088174791416022486 0.0068608532213539327 -0.0078500028177737758 0.0081641777574664193 -0.0047553830015186708 0.0071502093733494835 -0.006778689808152087 0.00026890225496358888 -0.00856081461963034 -0.0014962815075077358
leaf_weight=4.3302022498100987 6.6754457186907521 312.45558165758848 11.016391541808842 10.359927160665391 18.707799341529608 3.5959678068757048 46.27630939334631 11.677929747849701 5.3918415233492842 25.231755124405026 3.6563733592629424 4.2140657715499392 4.8628284670412567 4.454050734639166 3.7210789844393721 6.3216072991490364 43.732015084475279 2.6963415704667595 9.2455818206071871 3.4006393775343886 5.3371122814714935 2.4266437068581572 5.5160286612808687 1.9923950955271719 5.6029395386576653 2.3648096248507491 3.015340980142355 117.10494714230299 4.49938543327153 23.181773588061333
leaf_count=137 91 1230 51 468 180 14 155 221 83 89 32 94 89 8 87 52 300 28 32 11 47 6 62 7 73 15 71 713 45 142
internal_value=0.000242409 0.000871342 -0.0007273 -0.00056086 -0.000320463 -0.000510705 1.52202e-05 -0.00388515 -0.00083778 9.79495e-05 -0.00127281 -0.00250737 -0.00339862 -0.0013183 0.000636921 0.00341858 -0.000706702 0.000322684 -0.00170737 -0.00104827 -0.00191024 -0.00402823 -0.00238318 -0.00409406 -0.00136635 -0.00450304 -0.000656334 -0.000187062 -0.0019448 -0.00264457
internal_weight=713.065 432.533 280.532 273.856 258.116 247.1 209.033 15.2739 120.078 76.9503 51.7186 43.1272 38.0674 19.3596 14.4967 10.7757 48.0622 193.759 37.7354 33.5213 30.1207 20.8751 15.538 13.1114 7.59533 15.7401 5.38015 147.482 30.3775 27.6812
internal_count=4633 2203 2430 2339 1785 1734 1318 235 973 558 469 415 416 236 147 60 437 1083 332 238 227 195 148 142 80 554 86 928 215 187
is_linear=0
shrinkage=0.00620571


Tree=139
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 1 0 2 2 2 1 1 0 0 1 1 1 2 0 1 1 0 0 1 2 0 0 0 1 2
split_gain=6.0409 6.6983 4.50558 4.36693 3.91573 3.50538 4.97475 4.41198 3.4165 5.04015 3.33499 10.2238 3.26879 4.29215 11.8896 4.83486 3.60269 6.04573 3.20168 4.49929 8.7419 4.44106 4.53897 3.17663 3.1198 3.14481 2.97463 2.89032 4.85565 6.29864
threshold=0.39078171310000004 0.47721625100000004 37.232443001650005 0.53017873715000008 0.50056884525000012 0.3447651268000001 0.47396784530000008 40.408647214050006 44.202975721700007 43.968221017800005 0.39563186730000005 0.39431454150000006 0.63528038085000016 0.61400856260000014 0.48616807880000007 0.48814406755000012 0.4830394299500001 50.189067467950004 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.5206281249000001 0.51657136015000005 0.30560462260000004 45.044778924400006 0.68131193680000013 0.5132031975000001 0.45350438610000005 0.36042334060000009 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=1 5 -2 8 12 6 23 -7 9 10 11 -4 13 14 16 -15 17 -5 19 20 21 22 -3 -1 -6 -26 -12 -9 29 -29
right_child=2 18 3 4 24 7 -8 27 -10 -11 26 -13 -14 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.017117463681080629 -0.0081803350331070973 0.0034713155422123635 -0.0118061352324019 0.001197623013197549 -0.016984506105263603 -0.020649667462678465 0.010137778758513204 -0.017955717016071703 -0.017581072883563833 0.014356573892450254 0.0037089931645086505 0.019396784499646158 -0.014234730367983305 -0.0016453272399190567 -0.020886695222425207 0.019833744665530076 0.013949637947110852 -0.019600855844107951 -0.0043333631143425344 0.014800113106381747 -0.018354619608066509 0.016330747166831666 -0.009553309197060527 -0.0005420844341501276 0.0037712215440578981 -0.018164107811848344 -0.019186232063057494 0.0070537884706721315 0.016716036343803219 -0.0095630996759360591
leaf_weight=3.2492993213236323 23.89482351206243 249.59314051270485 8.3252325616777032 169.1367523856461 6.0721791293472043 4.5760516673326483 11.814699217677115 3.3710052855312815 5.9626835864037266 3.4839271903038016 1.9152131043374518 4.2033434212207785 3.842429142445325 4.8619898296892625 6.752499781548976 6.5333114862442017 5.6723394617438307 3.8010762818157664 14.920386996120213 8.9463370740413648 4.9843337610363951 6.93013797327876 7.3258797377347937 57.481683565303683 6.7424669750034791 2.342495571821928 7.1240704320371151 8.9090460389852577 3.2789593487977973 19.024221234023571
leaf_count=137 431 1014 91 882 348 83 37 94 184 11 24 10 31 30 80 21 19 63 75 23 26 21 38 384 64 68 106 32 11 195
internal_value=0.000467689 0.00172986 -0.00141813 -0.000763353 5.9219e-05 -0.00166783 0.000454818 -0.00560019 -0.00648572 -0.00384487 -0.006785 -0.00133754 0.000663169 0.000954106 0.000356854 0.0106694 0.00115998 0.000740484 0.00302654 0.00342187 0.00304322 0.00344744 0.00309993 -0.00142892 -0.00793388 -0.00188465 -0.0143353 -0.00360885 -0.00205935 -0.0042633
internal_weight=675.072 404.405 270.667 246.772 215.758 111.705 72.5457 39.1593 31.0145 25.0518 21.5679 12.5286 200.6 196.758 185.363 11.3953 178.61 172.938 292.7 277.78 268.833 263.849 256.919 60.731 15.1571 9.08496 9.03928 34.5832 31.2122 27.9333
internal_count=4633 2170 2463 2032 1606 973 558 415 426 242 231 101 1126 1095 1044 51 964 945 1197 1122 1099 1073 1052 521 480 132 130 332 238 227
is_linear=0
shrinkage=0.0163093


Tree=140
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 1 1 0 2 1 2 2 1 2 2 2 2 0 0 2 1 0 2 0 0 0 0 2 2 2
split_gain=5.47057 5.16328 8.47012 6.01962 5.59435 3.69726 11.1646 3.66481 3.72533 5.1752 3.39971 3.04096 4.3741 2.78658 4.98041 6.75298 6.07998 4.6304 5.95081 6.64079 12.3555 3.8609 6.24456 5.53936 5.42406 5.06274 7.48231 5.74221 4.16705 5.75647
threshold=31.914316944300001 42.720329370750001 0.57927906350000014 42.684965421050009 42.388109226950007 0.47447681205000009 0.47941678395000004 0.41973294215000007 35.119813570500007 0.34377713240000007 42.620627117000005 41.243661560350013 0.31168228495000011 51.757767929250001 47.74983977685001 45.700098835450007 49.064150740050003 0.39614083410000006 0.58035687555000015 49.960114208400007 0.31100865245000009 0.47774018740000007 43.564719632750005 0.47787491390000009 0.47880302985000006 0.55788748840000013 0.60134427115000011 44.749265482150008 44.279556297950009 44.908704241950012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 11 9 -9 -10 -2 -13 14 15 21 -16 -18 19 20 -19 22 -3 -23 -25 28 -27 -28 -26 -30
right_child=1 13 4 -5 -6 6 -8 8 10 -11 -12 12 -14 -15 16 -17 17 18 -20 -21 -22 23 -24 24 25 26 27 -29 29 -31
leaf_value=-0.014917862902403484 -0.020201074800518221 -0.019045945521573376 -0.022221855185826301 0.015322561943697825 0.011035403380127004 0.037299792607508118 -0.014773327983848367 0.023462773314654031 0.001936189037306619 0.0042181692045671609 -0.01375233373402214 -0.019638953052870649 0.041428490503165313 -0.013072931885776271 0.0086516255099932469 -0.013941884338510813 -0.029888486003180885 0.022103985025282644 -0.01468336046266084 0.020472903252009268 -0.027896035012903542 0.024538454916754052 0.00012649391767459358 -0.028664269163338901 0.0040929679129133182 -0.019759982581200992 -0.0094598136290815725 0.025561038347116868 -0.031254262034209203 0.00041135722203024868
leaf_weight=8.0981958955526334 4.6160054961219421 10.82295428030193 9.132521910592919 12.38566344976425 3.9841229487210503 1.7739998027682293 8.3952251924201828 6.6385277211666134 387.43261218443513 19.78053374774754 4.9762647338211528 0.87488688156008698 0.79752301052212715 7.5976821323856703 32.125665117055178 18.569753186777234 2.2256023287773159 3.1117621660232562 7.5358764119446269 6.2467135023325682 4.0406490378081799 3.181151643395423 13.681221660226582 2.4157638326287261 59.662496218457818 9.9239647351205367 3.7796260593459001 2.9771380349993706 2.9438952431082708 6.6657376009970903
leaf_count=222 158 148 156 71 38 12 361 17 1778 102 37 46 3 160 132 219 16 10 93 28 38 6 123 19 266 124 110 7 39 94
internal_value=0.000488812 0.000678342 0.00177188 0.0023618 -0.00931169 -0.0135116 -0.00568928 0.00198419 0.00219876 0.00905391 0.00173724 -0.0123068 0.00948231 -0.00187291 -0.00142483 -0.00338209 0.00334115 -0.00402491 -0.00127535 0.00626553 -0.00614279 -0.00169242 -0.00834155 8.72822e-05 -0.000792927 -9.58409e-06 -0.00933731 0.00597093 0.00223653 -0.00928935
internal_weight=666.394 658.296 460.788 437.502 23.2859 19.3017 10.1692 425.116 418.828 26.4191 392.409 6.28842 1.67241 197.508 189.91 134.624 55.2863 23.1606 20.935 13.3991 7.15241 116.054 24.5042 91.5498 88.3686 85.9529 16.6807 6.75676 69.2721 9.60963
internal_count=4633 4411 2779 2212 567 529 373 2141 1934 119 1815 207 49 1632 1472 1155 317 185 169 76 48 936 271 665 659 640 241 117 399 133
is_linear=0
shrinkage=0.01886


Tree=141
num_leaves=31
num_cat=0
split_feature=1 2 1 2 0 1 0 0 1 1 2 2 2 2 2 1 1 0 0 2 2 0 0 2 1 2 2 0 0 2
split_gain=4.60133 4.51538 4.23155 4.07412 4.74718 4.13676 4.78941 3.59715 6.40928 3.6091 3.95286 6.6577 6.03506 3.51986 3.38401 4.15035 5.35138 3.46028 3.08824 3.00794 4.45048 2.9517 7.32757 4.53144 3.92414 3.64706 10.5882 3.05162 2.99386 2.87722
threshold=0.4529056016000001 44.749265482150008 0.49284452560000008 42.783136484500005 0.41973294215000007 0.44922307715000004 0.55788748840000013 0.54191491270000014 0.42111014640000005 0.41347564445000012 48.823707093150006 48.96897326980001 45.205561619650005 47.079243513300007 43.521589032450009 0.45824975300000009 0.46551001470000003 0.62143349005000015 0.54413041525000005 42.684965421050009 42.686561923500008 0.51657136015000005 0.50291907430000016 42.982930821650008 0.40206880030000008 43.067541470150012 43.157831852650006 0.48149755995000004 0.53312775065000018 42.154118731400011
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 10 12 -12 21 -14 15 -2 -17 -18 -9 29 -21 22 23 27 28 -25 -27 -5 -23 -6
right_child=1 -3 -4 5 19 -7 -8 18 -10 -11 11 -13 13 -15 -16 16 17 -19 -20 20 -22 24 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.010494691797212193 -0.012785171466724954 0.0011809216907014775 -0.015659542993807476 -0.0054758060182989099 0.0018758194300133848 0.013409939329075483 -0.011563605859868582 0.017880877657518116 -0.01940401031210591 0.010774365286784557 0.015369678370133781 -0.0026111626559364182 -0.018061406353167893 -0.0047291397917458445 -0.016726044249603535 0.0086990349605597268 -0.0089399756208608828 0.0087944874085277621 0.00092474697175388347 0.015651840495602892 0.00074630747182630479 -0.017024543516035887 0.012681041428529157 0.009680311022751114 0.0085204270277289863 -0.024526810725264605 0.00073210876461584273 -0.025476590244817372 -0.00096886467917588583 -0.0022071477747500024
leaf_weight=7.1159059610217801 6.5702535444870618 31.519009107723832 8.3639109116047603 4.687863588333129 368.14586786739528 4.0663056671619406 10.159030344337223 3.8918203338980657 4.3327538389712563 5.4145450815558425 7.5479267239570644 11.298299806192516 7.8531834948807981 9.7585505992174131 4.0326007716357699 10.21884546428919 11.665719646960495 3.0496276076883069 5.9979580715298653 8.2496155500412005 9.4370389357209188 7.0604997780173999 8.9996131882071477 7.1454777866601935 2.766024198383092 4.0550476294010869 36.216579183936119 2.6093343198299408 3.9966247156262398 42.281376417726278
leaf_count=268 76 258 514 39 1705 11 117 10 103 25 17 66 139 57 74 59 154 36 46 56 45 126 28 30 10 55 235 20 18 236
internal_value=0.000345675 -0.00309974 -0.00617307 0.000791325 0.00151354 -0.00133458 -0.00175154 -0.00100561 -0.00169317 -0.00105054 -0.0016122 0.00459018 -0.00284071 -0.0106741 -0.00394035 -0.00230377 0.000458116 -0.00526466 0.00759731 0.00171314 0.00769872 -0.00106144 0.000285734 -0.00175309 -0.00727087 -7.95591e-05 -0.00181127 -0.0126277 -0.0112212 0.0014552
internal_weight=658.507 75.42 43.901 583.087 435.23 147.857 143.791 133.632 123.742 119.41 113.995 18.8462 95.1488 17.6117 35.537 31.5044 24.9342 14.7153 9.88978 428.114 17.6867 77.5371 63.7139 54.7143 13.8231 47.4171 40.2716 7.2972 11.0571 410.427
internal_count=4633 1171 913 3462 2310 1152 1141 1024 968 865 840 83 757 196 399 325 249 190 56 2042 101 561 407 379 154 320 290 59 144 1941
is_linear=0
shrinkage=0.0148237


Tree=142
num_leaves=31
num_cat=0
split_feature=2 1 0 0 0 1 0 2 0 0 0 2 2 2 0 1 1 2 1 0 1 1 2 0 1 1 0 1 1 2
split_gain=4.48412 4.01586 5.26503 6.15841 8.42212 5.97733 5.03346 6.47309 8.36772 6.99817 4.87048 5.21867 5.0697 5.52036 3.97924 4.74984 4.45765 3.81513 4.11785 7.39625 4.01558 4.78616 4.93878 3.47697 3.84125 10.8256 3.28421 2.93288 6.44648 2.77206
threshold=31.914316944300001 0.37227927305000003 0.47938684470000009 0.5116313883000001 0.50291907430000016 0.36510882910000009 0.5116313883000001 47.079243513300007 0.50291907430000016 0.49588335680000006 0.47943175355000006 41.257948413050009 42.684965421050009 42.720329370750001 0.48588365620000007 0.34554354660000003 0.35986946500000005 37.995872310650007 0.35394149875000008 0.45995628875000011 0.34446573455000007 0.3298553935500001 35.771221912400001 0.48654231910000006 0.34569324270000007 0.34524415440000006 0.68131193680000013 0.38045268105000002 0.38772791230000009 51.757767929250001
decision_type=2 2 2 2 2 2 2 2 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 17 4 5 10 7 8 9 -3 -4 14 23 -14 15 -12 -16 20 -19 -20 21 22 -2 24 25 -13 29 -1 -29 -8
right_child=1 6 3 -5 -6 -7 26 -9 -10 -11 11 12 13 -15 16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.026699575720477788 0.013862170103567497 -0.025006060531045114 0.020399987540562076 -0.016137516968722891 0.015909038463723293 -0.010926040335020754 0.00010164752030254717 0.012434852908473995 -0.029922207720984265 0.012333551259134616 0.0076934878234785793 -0.0022561684511218198 0.019070593405911503 0.0015936006278922381 0.016899027553483416 -0.0083924851609846196 0.0019482060085456361 -0.0026124117078092026 -0.0097333893416300457 0.018858666445292719 -0.010405480787437305 0.01827781321351846 -0.023591599497663564 0.0032374936536008554 -0.00064237644132759096 -0.03565449601932287 -0.019673277082178618 0.024338632488005822 -0.020719404885431982 -0.011470612444933127
leaf_weight=3.1970121068879953 2.4441720321774509 2.6676346398890036 5.8410430550575247 4.806920498609542 19.557202368974686 9.2190225869417173 291.10494463890791 3.303326327353715 6.9690464735031128 4.3591705150902271 19.182089135050777 8.5757782831788081 7.5023170709609976 28.963818401098251 20.556338608264927 8.8418999165296537 9.6672677472233755 120.5171890296042 4.7478787861764422 8.0246011018753034 3.4465614957734934 10.247947644442318 2.2107222080230713 13.514886103570459 11.999587357044218 5.1044415831565848 2.8740568300709119 1.6685938239097593 2.809821804985404 6.9886912088841191
leaf_count=81 10 36 22 38 63 44 2147 13 64 30 67 33 56 111 76 39 37 839 100 20 57 32 40 52 48 38 146 3 138 153
internal_value=0.000381755 0.000546384 0.00196623 0.00412798 0.00470602 0.00323524 -0.000903369 -0.010428 -0.0158241 -0.00184194 0.00416944 0.00346147 0.000316304 0.00518921 0.00754688 0.00261817 0.0121169 -0.000504792 -0.00157342 0.00823022 0.00725767 0.0113426 -0.00392553 -0.00421737 -0.00814075 -0.0147179 -0.000355907 -0.0134149 -0.00393142 -0.00016966
internal_weight=650.914 643.239 324.972 173.333 168.526 148.968 318.267 17.2992 13.9959 7.02681 139.749 133.908 75.6608 36.4661 58.2476 28.024 30.2236 151.639 133.29 12.7725 18.3494 14.9028 4.65489 39.1947 25.6798 13.6802 300.968 7.67543 4.47842 298.094
internal_count=4633 4411 1822 724 686 623 2589 143 130 66 579 557 338 167 219 106 113 1098 959 120 139 82 50 171 119 71 2446 222 141 2300
is_linear=0
shrinkage=0.0181578


Tree=143
num_leaves=31
num_cat=0
split_feature=2 1 2 0 0 1 1 1 2 1 1 2 0 1 1 2 1 0 1 0 0 2 1 1 2 2 1 0 0 1
split_gain=3.96942 3.65806 4.27566 4.12863 5.25108 4.49082 13.1306 5.14117 5.0174 4.69208 5.38003 6.70741 6.356 4.23019 10.7959 9.29302 3.86244 3.6253 5.27442 4.31252 8.46074 6.02962 4.29608 3.62292 3.54184 3.02066 2.99828 2.92808 4.01675 4.91398
threshold=32.724174661450007 0.38906020780000011 38.396531328800009 0.47880302985000006 0.47847369840000004 0.35585760905000008 0.36880632320000012 0.34575312120000007 43.118479346150004 0.34545372890000009 0.34542378970000004 41.489621506400006 0.48458129995000004 0.37227927305000003 0.37977904855000005 47.079243513300007 0.3298553935500001 0.52252926560000013 0.39019789825000006 0.52432561900000019 0.52688542260000015 39.065416244600009 0.39995808510000008 0.34007963835000005 35.771221912400001 40.94178426300001 0.34512439750000007 0.47943175355000006 0.49820364660000011 0.34587287805000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 16 4 -4 7 8 9 -7 10 11 26 -13 -8 15 -15 24 18 -3 21 -21 -19 -20 -18 -2 -16 -5 -9 29 -29
right_child=1 17 3 5 -6 6 13 27 -10 -11 -12 12 -14 14 25 -17 23 19 22 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.011344079832556288 0.0092155280658730854 -0.029510576865083984 -0.00084220510493265453 0.0025313062107294787 -0.017908544002953553 -0.026213910259618733 0.01272286534743065 0.019807961929186969 -0.0029920057278537949 -0.0065525440419172123 0.019607228808586223 -0.00067124900662313635 -0.025338877031500836 -0.023413284008076931 0.018109102930485635 0.012695663714456774 0.020796498553797588 -0.0098988584733875375 0.0062377178788742592 -0.020115822146080192 -0.00056851157171491831 0.01667711084261549 -0.020881118804406681 0.0058931237844017546 -0.023254698346866561 0.0021711872235753485 0.015349477432577249 0.013394396442009624 0.016694029696125597 0.00020619919631992273
leaf_weight=9.2891008770093304 1.8596857003867615 3.4608674198389044 115.82497996278107 13.485117979347708 6.1643566191196433 8.1524764001369459 11.142773140221832 6.3705671429634085 4.7983386628329745 19.104195296764374 6.2297713309526435 15.986719049513342 4.3039398044347754 8.4830256067216414 7.0270151272416106 3.18161866813898 5.9639953821897498 3.8522326573729506 5.5176860317587835 7.4095478961244217 240.8866082187742 9.8786565791815502 2.8895146008580923 47.226950343698263 2.6370230168104172 8.5668853223323804 10.565545424818991 13.422845438122748 10.794488795101641 28.961964104324579
leaf_count=241 9 21 870 51 42 50 41 24 33 89 21 65 25 69 16 12 18 20 38 111 2085 52 59 210 50 40 33 78 42 118
internal_value=0.000348729 0.000520007 0.00171322 0.000856125 -0.0017046 0.00258603 -0.00192137 0.0043772 -0.0176101 0.00105475 0.00392855 0.00172576 -0.00590361 0.00336964 -0.000453783 -0.0135643 0.0062086 -0.00104942 -0.0107895 -0.000608263 -0.00115183 0.00922116 -0.0030829 0.00756415 -0.00982612 0.00935322 0.00816238 0.00826457 0.00688174 0.00438277
internal_weight=643.438 634.149 360.254 302.567 121.989 180.577 51.3521 129.225 12.9508 69.6753 50.5711 44.3413 20.2907 38.4013 27.2585 11.6646 57.6877 273.895 11.8681 262.027 248.296 13.7309 8.4072 53.1909 4.49671 15.5939 24.0507 59.5499 53.1793 42.3848
internal_count=4633 4392 2006 1719 912 807 261 546 83 284 195 174 90 178 137 81 287 2386 118 2268 2196 72 97 228 59 56 84 262 238 196
is_linear=0
shrinkage=0.0180177


Tree=144
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 2 1 0 2 2 1 1 1 1 0 2 0 0 1 0 0 0 1 2 1 2 2 1 1
split_gain=10.6256 8.24832 11.3074 6.16118 5.12235 4.82509 4.09152 3.90576 5.79329 6.65078 12.0147 5.92218 4.97109 3.99851 8.92394 6.66525 6.48438 5.23182 5.60827 7.96738 5.54908 4.46781 10.0624 4.35757 4.32636 4.32086 4.10785 9.01785 4.0567 3.8282
threshold=0.4529056016000001 44.202975721700007 0.43572048740000008 44.749265482150008 0.57670429030000014 0.5641597557000001 39.476991512000005 0.44618424600000006 0.5485614203000001 40.00488309970001 41.444941515100005 0.41284692075000012 0.4373072662500001 0.41917906650000009 0.39078171310000004 0.54284302865000023 43.968221017800005 0.47938684470000009 0.4413939702500001 0.3298553935500001 0.47943175355000006 0.53634621715000008 0.53998383280000006 0.34458549145000011 41.542492784600007 0.40115565405000009 42.759119507950011 43.321682097200004 0.34536391125000004 0.44922307715000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 7 6 -2 8 13 11 -11 -10 -12 14 17 -15 21 18 -4 -20 -19 25 -23 -21 -17 -16 28 -28 -25 -3
right_child=3 29 4 -5 -6 -7 -8 -9 9 10 12 -13 -14 15 16 24 -18 20 19 23 -22 22 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.003026821901679013 0.0046480197793745907 -0.0013779031995506984 0.0046855127918376798 0.00017043446042513242 -0.0039668012778674312 -0.0032989350000610712 -0.0025118059127351771 0.0031324261622820435 0.0039361783723719183 0.0036506628798583297 -0.0011143918544544607 -0.0050773683735935915 -0.0079637806046532113 -0.00085728078927064611 -0.0018354554948171317 0.0020644699182278243 0.0062852469981313662 0.0058809554479974414 -0.0067263021258343689 0.0020632057331193324 0.0013773136307677727 0.002586157611639986 -0.0036558901130139222 -0.0010039500617459829 0.0062699269432223582 -0.0074629447421743515 -0.0069155967471813554 0.001084794310644387 0.0016671762445236297 0.0042593851171120667
leaf_weight=20.861343975178897 3.970045439898966 73.512738766148686 6.6608679667115203 34.218021897599101 5.7823455743491641 42.662487200461328 4.25434735044837 18.350575566291809 2.1979055926203719 14.505206629633905 10.185934394598005 12.789273485541342 3.7229161858558646 10.511617098003624 31.690030012279749 14.085092447698118 3.0682494193315497 7.2535125017166129 4.488585300743579 23.99474959820509 238.5199046432972 17.67946864664555 10.646549850702284 33.398506209254265 11.379252299666403 3.9479973912239066 7.1245203502476198 7.3805744908750057 26.032374370843172 3.2359876334667197
leaf_count=412 14 651 22 258 83 873 26 52 8 47 52 121 31 56 280 45 6 22 44 81 879 53 58 157 24 37 77 35 120 9
internal_value=0.000187247 0.000416904 0.000635678 -0.00149395 0.000781101 -0.00261313 0.000944356 0.000833936 0.000749791 -0.00102141 0.000420708 -0.00375551 -0.00294774 0.000917686 0.000779261 0.00254097 -0.000918145 0.0010999 0.000175379 -0.000117939 0.00151023 -0.00126368 0.000240036 0.00018495 0.00394376 -0.00245887 -0.000424608 -0.00284479 0.000166077 -0.00114022
internal_weight=708.111 623.006 546.257 85.1049 525.396 50.8869 8.22439 519.614 501.263 43.4012 28.4141 14.9872 13.9089 457.862 421.886 35.976 67.0323 354.854 109.08 102.419 245.773 63.964 28.326 97.9307 25.4643 35.638 73.936 14.5051 59.4309 76.7487
internal_count=4633 3462 2802 1171 2390 913 40 2307 2255 259 130 129 83 1996 1871 125 434 1437 536 514 901 428 111 470 69 317 389 112 277 660
is_linear=0
shrinkage=0.0050725


Tree=145
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 2 0 2 0 0 2 1 1 1 1 2 0 0 2 0 0 0 0 1 2 0 0 0 0 2
split_gain=3.68234 3.177 3.12769 6.1991 3.34815 5.76711 3.81608 4.24487 3.7968 4.86762 3.42359 5.49217 5.33883 5.78914 5.6977 4.0582 4.51955 5.86097 6.0878 5.01779 8.27361 3.59654 5.73983 3.51542 3.91854 4.03812 6.37179 3.41369 3.25845 3.21557
threshold=0.50634711535000021 31.914316944300001 42.686561923500008 42.684965421050009 0.57212358910000016 42.498713093000006 0.56579144335000009 42.154118731400011 0.48271009850000007 0.47757552170000012 41.087689990200012 0.41997245590000004 0.36265381275000008 0.40896979130000005 0.39431454150000006 35.119813570500007 0.47396784530000008 0.52401125715000008 36.377496227400009 0.52769378160000013 0.52925062125000011 0.47500074850000013 0.47736594710000008 0.34608245260000009 41.909642283050012 0.47976108500000009 0.48654231910000006 0.52507409960000018 0.49588335680000006 33.96174662340001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 6 -6 7 10 9 -9 15 12 23 14 -14 29 -17 21 -19 -20 -21 -18 -23 24 25 -12 -27 28 -10 -3
right_child=-2 2 -4 -5 5 -7 -8 8 27 -11 11 -13 13 -15 -16 16 17 18 19 20 -22 22 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.014487796583165125 -0.012422351355689906 -0.0015117667643765958 -0.0015942047855095857 0.022808507718978365 -0.0091098441091419582 0.030809308596970574 0.011152753830506547 -0.0041813960098041076 -0.0038925309165585022 -0.031548300646677463 0.011319603837540704 0.016331358823584663 -0.015028707398114169 -0.034798997806258364 0.01132622339444172 -0.010623290651684563 0.021950678836576507 -0.030609543861722564 -0.023463144068906192 0.027273030157679234 -0.0031104331126042208 -0.019175740469408547 0.0039647404240159851 0.014097536588141502 -0.011398667753768337 -0.008828830973438619 0.019772019211450106 -0.01054516659154776 0.016829581298350719 0.015596201489831126
leaf_weight=6.5708895148709408 10.497303137555717 8.1457278095185774 185.07891517225653 6.603060007095336 23.699625026434664 1.8643705844879139 20.459380961954594 7.7685872688889486 7.4027030542492884 5.1693951636552811 25.25934343971312 18.352598637342453 7.8208851143717784 3.0358266159892073 7.8497541137039661 18.094500015489757 4.9427140504121772 3.9115626290440551 5.1054236702620974 4.6052503660321227 60.653416704386473 5.3594025596976271 114.2280989959836 18.634486880153418 7.6562206484377375 15.156684376299383 4.9301495701074591 9.6053095832467061 7.099780336022377 14.744527135044335
leaf_count=167 554 47 1445 56 321 6 80 68 31 50 106 56 65 20 36 231 13 38 55 18 307 33 462 79 56 67 18 68 23 57
internal_value=0.000414495 0.000628453 0.000787826 0.001794 0.00147246 -0.00619856 0.00195548 0.0014674 -0.00556575 -0.0151159 0.00221506 0.00543229 0.00321822 -0.00717792 -0.00182697 0.000756708 -0.000166863 0.000784838 -0.00407374 -0.00259861 -0.000966297 0.00368272 0.00292768 0.00593296 0.00306247 0.00550408 -0.00180899 -0.00044046 0.00625211 0.00950816
internal_weight=640.306 629.809 623.238 438.159 431.556 25.564 405.992 385.532 37.0458 12.938 348.487 108.696 90.3434 18.7065 15.6706 239.791 216.9 198.806 74.2757 70.3641 65.2587 124.53 119.588 71.6369 53.0024 45.3462 20.0868 24.1078 14.5025 22.8903
internal_count=4633 4079 3912 2467 2411 327 2084 2004 240 118 1764 503 447 121 101 1261 1157 926 418 380 325 508 495 326 247 191 85 122 54 104
is_linear=0
shrinkage=0.0218537


Tree=146
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 2 1 0 0 0 1 0 1 0 0 1 0 2 1 1 0 0 0 2 1 2 0 0 2
split_gain=14.9314 17.8621 7.53452 8.89679 7.4886 6.82895 6.2689 5.34522 8.5062 5.2793 5.17887 5.03751 12.0244 4.81353 4.50894 4.9618 11.1455 6.40318 4.44436 4.11408 7.69325 4.69683 8.10089 5.34905 5.96903 11.6506 12.0915 5.50745 7.49689 5.93625
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.4529056016000001 44.749265482150008 38.238138001450004 49.064150740050003 0.3447651268000001 0.47076434840000009 0.5641597557000001 0.52324780695000006 0.4172030777500001 0.53998383280000006 0.39670967935000007 0.68131193680000013 0.60710757165000018 0.48616807880000007 0.61797550970000004 40.408647214050006 0.39019789825000006 0.38906020780000011 0.5206281249000001 0.50730517050000012 0.50291907430000016 38.621016321050007 0.35585760905000008 43.321682097200004 0.47938684470000009 0.47787491390000009 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=1 7 -2 5 9 13 11 8 -1 -5 19 12 -7 -4 15 16 -6 -17 -9 20 21 22 23 24 -3 27 -27 28 -26 -30
right_child=2 10 3 4 14 6 -8 18 -10 -11 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.00063820197751482139 -0.0018966080406219645 0.0025754551325743221 0.0025522555859050513 0.00066663949553996693 0.0017540964387553926 0.00086641764116989568 -0.0029498948378198719 -0.0046399266237489977 0.0023258192304058682 -0.0025177407829631107 -0.0010273121012181734 0.0011251009534174188 -0.0041957287932513155 -0.0022434398574241012 -0.0040804349977268863 0.0039944359107235358 -0.0047629504587606963 -0.00021131523286422498 -0.001165472492080836 0.0034860792405207904 -0.0032810306213885629 0.0039616086716470853 -0.00069704382069838225 0.0029408988956578252 0.0016563052484329427 -0.0052134882977790077 0.0016209383820266507 0.0014803295053026353 0.00083626861098142868 -0.0028070883338813689
leaf_weight=60.551647298038006 40.987424289807677 31.650431886315346 3.1865145936608341 8.0526343360543233 7.7399714514613134 21.947310529649261 6.2952880673110476 5.5152946133166543 16.00839351862669 44.050733555108309 15.04466764628887 102.94733855128288 8.5174205899238569 19.397046737372875 3.0607601460069409 8.6950717866420764 6.1648783385753632 10.390652693808077 37.879255436360836 9.5185911208391172 5.2184709310531607 7.5614891164004794 30.170198071748018 23.185440413653851 19.971039608120918 7.9773839712142927 5.8804623484611511 138.59779870510101 9.814479738473894 14.470039363950489
leaf_count=510 479 90 9 38 27 85 77 83 48 873 75 400 67 177 69 30 64 68 332 23 26 21 140 66 68 48 20 498 32 90
internal_value=0.000175229 0.000596474 -0.000459335 -0.000224114 -0.00114888 0.000278211 0.000576451 -0.000593136 -1.84372e-05 -0.00202559 0.00104372 0.000742848 -0.000548872 -0.00156677 0.000118182 0.000507716 -0.00113531 0.00170474 -0.00160706 0.00114621 0.00107058 0.00114908 0.00107359 0.00128596 0.00111794 0.000883423 -0.00231336 0.0011257 1.50716e-05 -0.00133464
internal_weight=730.448 439.015 291.433 250.446 88.1547 162.291 139.707 119.955 76.56 52.1034 319.06 133.412 30.4647 22.5836 36.0513 32.9906 13.9048 19.0857 43.3946 304.016 294.497 289.279 281.717 251.547 228.362 196.711 13.8578 182.853 44.2556 24.2845
internal_count=4633 2170 2463 1984 1169 815 629 973 558 911 1197 552 152 186 258 189 91 98 415 1122 1099 1073 1052 912 846 756 68 688 190 122
is_linear=0
shrinkage=0.00361617


Tree=147
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 0 1 0 1 0 1 0 2 2 1 1 1 2 2 0 1 1 1 2 0 0 0 2 0 1
split_gain=8.45146 9.63877 6.56875 5.75684 4.13583 4.10003 8.49212 4.49633 5.02652 4.4754 4.38023 5.31368 4.03179 3.98716 3.94778 3.91583 3.77896 4.17265 5.07051 3.64073 6.8021 3.19872 4.0749 3.75758 3.55724 3.5215 3.48701 5.52105 3.17714 4.20608
threshold=0.39170982905000007 0.47721625100000004 0.39394030120000006 0.50634711535000021 37.232443001650005 0.53146612375000013 0.39563186730000005 0.54504356155000011 0.43584024430000007 0.54353163080000011 0.43837010870000009 0.56974342085000018 42.081757894750005 49.960114208400007 0.39995808510000008 0.3975479776000001 0.39900002995000006 44.202975721700007 43.968221017800005 0.56065686655000013 0.44844465735000011 0.30560462260000004 0.34482500525000009 40.408647214050006 0.47076434840000009 0.47550971530000002 0.45995628875000011 39.065416244600009 0.45350438610000005 0.36042334060000009
decision_type=2 2 2 2 2 2 2 2 2 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 15 6 -6 9 12 14 11 -10 -9 -14 -7 -4 -8 18 -18 -12 -21 -1 24 -24 26 -26 -23 -28 -25 -30
right_child=2 -3 3 -5 5 7 16 8 10 -11 19 -13 13 -15 -16 -17 17 -19 -20 20 -22 22 23 28 25 -27 27 -29 29 -31
leaf_value=-0.0060584961571918151 -0.0067327467755818526 0.0012536778210452328 0.0019755376700853994 -0.0040417130565907735 0.0040601004863134232 -0.0038392091501333785 -0.0066093669211862299 -0.0010439822350245126 0.00038000159300836652 0.0042420294108292782 0.0029384879503717739 0.0073603646815343831 -0.0076144315667137337 0.0018827614391308067 0.0013099110688092014 -0.0038560959825284821 -0.0034771291538790048 -0.0062945405380190386 0.0058374173002678749 -0.0050377972905479053 1.5612256170240066e-05 0.00015334184083586221 -0.0070709942516534131 -0.006432909746778211 0.0044115914929755114 -0.0012512338622404288 0.00049560607269381104 -0.0092210030184100393 -0.0015580862982458978 0.005244251466189398
leaf_weight=3.584932940080761 5.614685906097292 305.13194017857313 4.8511797338724163 13.973317385651169 5.7551353611052063 5.646551974117755 9.1223895885050315 23.019211120903496 9.0321361646056157 15.509205736219881 11.08569675683975 6.0028298273682585 6.9567092545330507 1.8506246600300071 38.461414456367493 17.699412800371647 4.2096276022493822 4.2340146638453007 3.5727350860834122 9.9403559826314432 77.3232411891222 46.897695606574416 4.3810369893908492 3.7005469724535933 11.327581040561201 5.3447123244404784 4.175622083246707 3.6016745567321777 26.389276709407572 3.3922260925173751
leaf_count=137 91 1230 24 554 20 35 158 126 36 43 37 15 72 26 135 282 45 112 10 83 526 326 80 94 34 29 17 32 213 11
internal_value=0.000208202 0.000722715 -0.000576975 -0.000448127 -0.000250645 -2.18591e-05 -0.00213282 0.00025531 -0.000290603 0.001585 0.00027623 0.00316697 -0.00230998 -0.00561885 0.000650738 -0.00260157 -0.00381887 -0.00170043 0.000799002 -0.000165686 -0.000560031 -0.000713638 -0.000538188 -0.00206298 0.000270998 0.00259623 -0.000438047 -0.00400417 -0.00140769 -0.000783274
internal_weight=691.788 417.927 273.86 268.246 254.272 231.722 26.8939 204.828 145.211 59.6172 113.384 15.035 31.8265 8.80733 44.108 22.5506 21.1388 12.0164 7.78236 98.3493 87.2636 112.795 109.21 37.8631 71.3473 16.6723 54.675 7.7773 33.482 29.7815
internal_count=4633 2203 2430 2339 1785 1479 345 1134 921 213 697 51 224 98 170 306 325 167 55 646 609 973 836 398 438 63 375 49 318 224
is_linear=0
shrinkage=0.00575046


Tree=148
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 1 0 2 1 2 2 2 1 2 2 1 2 1 2 2 2 0 0 1 1 2 2 2 0 2
split_gain=3.53158 3.23029 3.01775 4.98714 2.88818 2.75383 6.13409 5.60681 2.89842 2.68851 4.28712 3.10256 4.33263 2.62181 1.87759 4.2464 2.26117 5.00323 6.67937 2.88892 4.01765 4.27872 4.56334 6.39599 6.91127 4.67542 6.63506 5.19122 3.49586 5.79378
threshold=0.50634711535000021 0.30560462260000004 48.109449608500007 48.914776625700007 29.850823923150003 0.3584174126500001 0.49194634890000005 42.055256506450007 0.36042334060000009 48.96897326980001 48.823707093150006 45.205561619650005 0.31118828780000007 43.182896969600009 51.757767929250001 0.4995808509000001 47.927946529500012 0.37820723930000005 48.109449608500007 42.686561923500008 41.976795488650005 0.49688632075000011 0.57927906350000014 0.47447681205000009 0.47941678395000004 41.559097512700014 41.835830569250014 41.542492784600007 0.56685428580000019 38.911218973650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 -3 6 9 -8 -7 10 11 -6 -13 -9 16 -16 19 -18 -19 20 21 -10 25 -24 -25 27 -27 28 -23 -30
right_child=2 4 3 -5 5 8 7 13 14 -11 -12 12 -14 -15 15 -17 17 18 -20 -21 -22 22 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.019290891609410582 -0.019070305957257415 -0.015826730405962074 0.019090189882215419 -0.019708336717273393 0.0016505850508252234 -0.013077138504641447 0.019622852095232578 -0.0087645740101689705 -0.018671769970153133 -0.0094457088134390355 0.018027425421448952 -0.030620120005191393 -0.00051909140951175356 0.010027945822891734 -0.020530552701890144 0.012194322277584289 0.023857425811248022 0.018863011662780829 -0.0034507372583677453 -0.0038434743571396754 0.0063304837715085329 -2.9542017996845024e-05 -0.021172687830323899 0.034381280735521172 -0.0089204518389334932 -0.022584356958863228 0.0050535735370329637 0.020488316909429635 -0.01195993442791278 0.012992056604839295
leaf_weight=2.792583964765071 5.8651803145185095 3.6212439592927685 2.4261605590581894 2.1213484313338995 224.96516999881715 5.9990379363298407 12.512321159243585 4.808003902435301 4.3060470335185519 7.7153345048427573 5.3315802365541449 2.450107365846633 4.9013247489929199 5.3671515285968781 4.2723555825650683 1.9834261760115621 4.1189054325222996 6.0228080227971104 19.16687860712409 65.660063300281763 34.891862187534571 158.25879456102848 7.9284261493012291 1.803612560033798 4.1713449545204639 6.775563605129717 5.2795485369861126 4.7425228357315055 3.9490766357630518 16.30204663798213
leaf_count=137 468 113 15 71 1224 83 50 23 42 44 12 24 34 19 126 7 11 17 134 585 162 779 159 11 85 46 29 13 50 60
internal_value=0.000367212 0.00054364 -0.0103089 0.000991228 0.000631938 0.0007275 0.00214214 0.011337 -0.00033876 0.00129194 0.00164054 0.00126447 -0.0105513 0.00114803 -0.000120194 -0.010155 6.26232e-05 0.00497243 0.00188444 -0.000395555 0.000515808 -0.000434397 -5.90293e-05 -0.01029 0.0041507 0.000669284 -0.0104803 0.00140275 0.000895699 0.00812629
internal_weight=640.51 630.097 10.4127 4.54751 627.305 623.683 268.051 22.6875 355.632 245.364 237.648 232.317 7.35143 10.1752 349.633 6.25578 343.378 29.3086 25.1897 314.069 248.409 213.517 209.211 13.9034 5.97496 195.308 12.0551 183.252 178.51 20.2511
internal_count=4633 4079 554 86 3942 3829 1430 92 2399 1338 1294 1282 58 42 2316 133 2183 162 151 2021 1436 1274 1232 255 96 977 75 902 889 110
is_linear=0
shrinkage=0.0184828


Tree=149
num_leaves=31
num_cat=0
split_feature=0 2 1 1 1 1 0 0 1 2 1 0 0 0 2 1 1 2 1 0 2 2 2 2 2 2 0 0 1 1
split_gain=3.3748 2.52628 3.14385 5.90444 2.90938 2.82526 4.54808 6.08729 6.38081 5.68597 4.3069 4.95678 3.23023 4.21034 2.52169 3.43551 3.48697 3.91198 2.56174 6.18777 2.62841 8.4058 5.71951 4.66077 4.55662 4.66807 2.51899 2.77407 3.46023 5.11377
threshold=0.68131193680000013 31.914316944300001 0.38045268105000002 0.38772791230000009 0.30560462260000004 0.37227927305000003 0.5116313883000001 0.50291907430000016 0.38334181610000007 47.309807198350008 0.36880632320000012 0.5116313883000001 0.47938684470000009 0.47943175355000006 37.995872310650007 0.34446573455000007 0.3298553935500001 35.771221912400001 0.35394149875000008 0.45995628875000011 41.16018805045001 41.873095646600007 40.806664626150003 43.477771593600004 42.759119507950011 42.431220712750012 0.51657136015000005 0.5195503128500002 0.38906020780000011 0.38723391515000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 7 8 -7 -9 11 12 14 -14 15 16 17 -6 20 -20 22 -22 -16 24 25 -23 -8 -28 29 -29
right_child=-2 4 3 -5 5 6 26 9 -10 -11 -12 -13 13 -15 18 -17 -18 -19 19 -21 21 23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.027670985605221618 -0.021385429059840606 -0.020610305493754755 0.027102704493574971 -0.022608235306369625 0.013450401578105273 0.015311312655044582 0.0091985702701552277 -0.031220915694579483 -0.023654658531207469 0.0053616378786020408 0.013110688376198089 -0.021157031238732339 0.021884710278259095 0.0032384662410177042 -0.0039275975698921071 -0.010818513786249482 0.018512250225635567 -0.024607805160246639 -0.010413544286056226 0.019007021497756373 0.010499890122091711 -0.015066901179841418 -0.030060225729944403 0.00083911301380818024 -0.022242068188255821 0.0051518632760061637 -0.016876539957586909 -0.0037928927701490886 -0.00077216650454418748 0.018882679730374437
leaf_weight=2.8044619653373948 2.7944447579793623 2.5366653501987448 1.7244975566864016 2.0632114815525711 2.4326048418879536 4.9665422067046192 11.013058584183453 6.6143845897167903 2.4757970767095685 2.23470688611269 13.142918948084114 3.7442784570157519 4.9237070083618155 143.98769101127982 31.070634396746755 3.408376792445778 9.0065282769501191 1.8843437060713766 4.6004516724497062 7.2235632538795471 21.393717050552368 8.6531572937965446 3.6829623803496352 34.663553714752197 8.4330319445580226 9.3296824768185598 3.9929844029247752 7.0556937977671614 263.98494456801564 8.7701285034418088
leaf_count=81 179 137 3 105 10 15 45 66 52 10 48 33 22 622 205 57 32 40 100 19 68 65 26 193 92 53 26 36 2170 23
internal_value=0.000356382 0.000452543 -0.0117578 2.4547e-05 0.000581284 0.000667613 -0.000668986 -0.0108674 0.00234874 -0.0219825 0.00200218 0.00151298 0.00180101 0.003855 -0.000297055 0.00694528 0.0114896 -0.00316197 -0.00123605 0.00756016 -0.00212327 -0.000195952 -0.00669697 -0.00394228 -0.0102166 -0.0045772 -0.000105427 -0.00046647 -0.000232294 0.00877313
internal_weight=634.613 631.818 6.59217 3.78771 625.226 622.689 311.108 16.2914 7.44234 8.84909 311.581 298.438 294.694 148.911 145.783 16.7319 13.3235 4.31695 129.051 11.824 117.227 82.4731 34.7536 61.0794 26.4159 17.9828 294.817 283.804 279.811 15.8258
internal_count=4633 4454 189 108 4265 4128 2443 143 67 76 1685 1637 1604 644 960 139 82 50 821 119 702 471 231 403 210 118 2300 2255 2229 59
is_linear=0
shrinkage=0.0198279


Tree=150
num_leaves=31
num_cat=0
split_feature=1 2 0 0 2 1 1 0 2 2 1 0 2 1 1 1 2 2 0 0 2 0 1 0 2 1 2 0 1 1
split_gain=17.0892 11.0715 16.2885 10.29 9.05527 4.72531 4.46724 7.31772 8.22729 16.1271 6.27927 5.20466 7.75115 7.22651 7.63162 6.5825 6.84725 6.27141 6.22967 10.1881 6.00538 5.95082 5.29989 8.66033 8.58111 8.01479 5.26977 6.2964 7.46803 4.78436
threshold=0.4529056016000001 44.202975721700007 0.41973294215000007 0.5796383342000001 44.749265482150008 0.49284452560000008 0.44618424600000006 0.5485614203000001 40.00488309970001 41.444941515100005 0.41284692075000012 0.47938684470000009 41.873095646600007 0.3584174126500001 0.41917906650000009 0.39078171310000004 43.968221017800005 43.477771593600004 0.53634621715000008 0.53998383280000006 42.759119507950011 0.54284302865000023 0.32467590790000006 0.47396784530000008 39.065416244600009 0.34377713240000007 38.983591653800012 0.47847369840000004 0.34515433670000012 0.40115565405000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 7 11 10 -10 -9 12 22 -13 15 -15 18 20 29 -20 -14 -16 -4 24 25 -24 -25 -28 -29 -17
right_child=4 -3 3 -5 -6 -7 -8 8 9 -11 -12 13 17 14 21 16 -18 -19 19 -21 -22 -23 23 26 -26 -27 27 28 -30 -31
leaf_value=-0.0037065221784752583 -0.0017759748261503754 -0.0010301729126607751 0.0037651073168376925 -0.0050685791657111064 0.00017454289687333531 -0.004441061294456314 0.0027015417448785252 0.0031776432056500551 0.0031967341813572401 -0.002695045374140264 -0.0042288341372107591 0.0017846077857851753 -0.00086514346812531344 0.00092070472786913904 -0.00029992753730751951 -0.0016079692062405562 0.0051880233163391822 0.0017356387725219154 0.0023022367768082432 -0.0027041314002180963 -0.0045292608610578433 0.003327015956193786 0.0014542066626290725 0.004249476127831703 -0.0062412195422567353 -0.005601935646482808 0.0016441957813603842 -0.0058587111024559178 0.0013772609243659513 -0.0063744453063235805
leaf_weight=14.381548481062053 41.776248909533024 79.326163729652762 9.4567555636167508 5.129894606769084 34.424801595509052 15.331375839188693 19.540151212364435 2.2385948374867466 16.463073894381527 14.93886613845825 13.98590876534581 152.06363767385483 22.438874177634716 97.137633115053177 10.704041562974451 33.844193410128355 3.1481354236602774 9.1481378301978094 18.197818778455261 10.991758793592451 11.357395447790621 26.521391071379185 11.665670655667784 8.9946077838540059 5.3311942480504504 3.5363825224339953 32.944786697626114 4.6667085289955121 4.9601576179265976 3.9661037698388091
leaf_count=344 399 660 23 68 258 514 58 8 49 86 125 547 129 354 54 278 6 40 53 58 108 69 44 22 49 42 108 30 16 34
internal_value=0.000171749 0.00040664 0.000607391 0.000719505 -0.00148879 -0.00249146 0.000773664 0.000702412 -0.000832804 0.000393834 -0.00320692 0.000854398 0.000131656 0.00110675 0.000602729 0.00022858 -0.000729843 -0.00128016 -0.00100791 0.000417016 -0.00209649 0.0022841 0.000875063 0.000495997 -0.00175907 -0.000187231 0.00139395 0.000790625 -0.00213044 -0.00210795
internal_weight=738.612 647.08 567.753 553.372 91.5324 57.1076 548.242 528.702 47.6264 31.4019 16.2245 481.075 124.501 356.575 204.511 167.286 70.148 42.9444 66.9999 29.1896 33.7963 37.2254 81.5563 72.0995 20.5332 15.2021 51.5663 42.5717 9.62687 37.8103
internal_count=4633 3462 2802 2458 1171 913 2390 2332 268 135 133 2064 611 1453 906 783 429 277 423 111 237 123 334 311 135 86 176 154 46 312
is_linear=0
shrinkage=0.00410586


Tree=151
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 2 2 1 1 2 1 0 1 0 2 2 0 1 0 1 2 1 1 1 1 2 2 0 0
split_gain=11.3258 12.3813 7.03523 7.53426 6.62602 5.54682 5.2497 5.13242 4.77737 4.60548 4.48115 4.24649 10.2353 4.02164 3.96018 5.34973 3.8161 7.30418 13.2964 5.44585 3.75972 5.6774 3.73504 6.20232 5.12355 6.94025 5.36998 9.22132 5.67932 3.71299
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 0.4529056016000001 44.749265482150008 38.238138001450004 44.279556297950009 49.064150740050003 0.49284452560000008 0.40651477500000005 33.361153777850006 0.4172030777500001 0.53998383280000006 0.30560462260000004 0.47847369840000004 40.518963363600001 41.873095646600007 0.47396784530000008 0.34269932035000011 0.47787491390000009 0.42111014640000005 41.542492784600007 0.3584174126500001 0.36476452800000009 0.34575312120000007 0.34545372890000009 41.489621506400006 42.844429421150004 0.48233585820000008 0.47774018740000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -2 5 8 9 22 11 -5 -4 -11 12 -7 -1 16 -16 17 18 -15 29 21 -13 24 -24 25 26 -3 28 -28 -18
right_child=2 6 3 4 -6 7 -8 -9 -10 10 -12 20 -14 14 15 -17 19 -19 -20 -21 -22 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0052974754484684528 -0.0024618476937110067 0.0033415993855621137 0.0014312786000816452 -0.001730017809705327 0.00024629564111527388 0.0011257856488594018 -0.0016632547286960578 -0.0037845217038523825 -0.0053311791504878844 0.0020213729602226349 -0.0048530986865230391 0.0011749532994046129 -0.0053695650971743534 0.00090896977618313169 0.00051713804592847109 -0.0078636558789863288 -0.00088194717842982799 0.0022299468900278245 -0.005952294931249956 -0.0073050497292473275 0.00086972375876457361 0.0057439981073624238 -0.0033059658911009648 0.0011517518043206449 0.0028708229329138268 -0.0014107484643135068 -0.00032933464302963109 0.0032280069355623726 -0.0074830838101014137 0.0042509394475164436
leaf_weight=4.0356534719467154 41.275272944942117 31.549868658185005 6.8913331776857403 38.441562432795763 34.523908004164696 21.825448848307136 13.453201003372667 5.8764484636485568 12.003317900933324 2.9331632740795603 11.933772526681421 16.779476702213291 8.3202632777392846 26.734778366982937 3.6949312984943381 3.8742071278393269 64.532653838396072 38.301751434803009 9.5068529136478883 3.1500109434127799 73.385488025844097 11.300518374890087 8.4837884157896024 89.624154925346375 81.770909145474434 20.417725183069706 7.6984479650855082 12.489462390542029 4.2917351126670837 3.699931673705577
leaf_count=137 479 94 30 397 258 85 88 77 514 28 128 59 67 195 13 31 448 125 162 27 312 29 40 319 297 90 33 36 25 10
internal_value=0.000209327 0.000722738 -0.000559125 -0.000237542 -0.00143574 0.000401781 0.0013709 0.000771745 -0.00258691 -0.00193597 -0.0034968 0.000975183 -0.000666941 -0.000387265 -0.000258167 -0.00377251 -7.58796e-05 0.000712664 -0.000890867 -0.00089934 0.00146306 0.00301372 0.00153014 0.000766275 0.0020038 0.0010764 0.00198275 0.000231429 -0.00288993 -0.000603615
internal_weight=712.8 427.31 285.49 244.215 84.9688 159.246 269.779 137.488 50.4449 21.7583 14.8669 131.611 30.1457 157.531 153.495 7.56914 145.926 74.5434 36.2416 71.3826 101.465 28.08 256.326 98.1079 158.218 76.4472 56.0295 24.4796 11.9902 68.2326
internal_count=4633 2170 2463 1984 1169 815 1022 629 911 186 156 552 152 1148 1011 44 967 482 357 485 400 88 934 359 575 278 188 94 58 458
is_linear=0
shrinkage=0.004983


Tree=152
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 0 1 0 0 2 0 1 1 0 0 1 2 0 0 2 1 0 2 1 2 2 0 1 1
split_gain=13.3634 10.3467 12.8358 8.21272 6.65047 6.16704 6.0841 7.12505 6.31398 5.57483 4.87446 4.69015 6.43286 7.10798 5.47182 5.34457 5.93514 6.34127 5.63084 9.3355 4.79136 5.76847 8.20897 8.15871 6.88407 5.65452 5.37968 6.21182 7.33307 4.85146
threshold=0.4529056016000001 44.202975721700007 0.41973294215000007 44.749265482150008 0.57212358910000016 0.56748300950000019 0.5485614203000001 0.43584024430000007 0.56065686655000013 0.5641597557000001 39.476991512000005 0.47938684470000009 0.3584174126500001 0.41917906650000009 0.54284302865000023 0.49688632075000011 0.39078171310000004 43.968221017800005 0.53634621715000008 0.53998383280000006 41.873095646600007 0.32467590790000006 0.47396784530000008 39.065416244600009 0.34377713240000007 43.477771593600004 38.983591653800012 0.47847369840000004 0.34515433670000012 0.3621298763500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 6 11 -8 -9 10 -2 20 -13 15 -15 -14 -17 18 -18 -20 21 -4 23 24 -23 29 -24 -28 -29 -22
right_child=3 -3 4 -5 -6 -7 7 8 -10 -11 -12 12 13 14 -16 16 17 -19 19 -21 25 22 26 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0037251389969195233 0.0042044082679628426 -0.0010669309165803364 0.0038599590225634733 0.00025900118100240449 -0.0024264002195403681 0.0033604247368453411 -0.0026412649132836101 0.0027214748603028426 -0.0021830500712537097 -0.0030078884363847151 -0.0023197960935196953 0.0017549762797368141 -0.0039652091804835187 -0.0003469188919623443 0.0033565559530942977 0.0010641189150176191 -0.0020389378583799047 0.0053794241233113427 0.0023810996848540942 -0.0026480184906545394 -0.0024319298895272672 0.0012973083741578144 0.0043394730781700962 -0.0064218703329872546 -0.0058396321960338046 0.0019127113495599748 0.0015028181760848524 -0.0062425515910986265 0.0012177688299501509 0.0034646328766704433
leaf_weight=12.228104271925984 3.9847763776779157 77.340519754216075 9.3924020826816541 34.098341191187501 12.126115553081034 16.289327129721642 20.813431594520807 12.931284110993149 7.6065099686384192 45.568614196032286 4.3929859101772308 148.12108784168959 5.4378254376351824 10.176190907135604 25.568053334951401 89.36284189671278 35.527967847883701 3.0732330977916709 18.033677175641063 10.748874597251413 29.313027326017618 10.922058656811716 8.3805982545018178 5.5643082968890658 3.1850761771202079 8.9915992394089681 31.461087621748447 4.6907394528388959 4.9312805384397507 2.788030430674552
leaf_count=344 14 660 23 258 120 50 151 37 36 873 26 547 32 54 69 327 307 6 53 58 223 44 22 49 42 40 108 30 16 14
internal_value=0.00017609 0.000395568 0.000602101 -0.00138192 0.000700924 0.000773391 0.000690276 -0.00087995 0.000905003 -0.00241912 0.000783359 0.000829711 0.00108175 0.000577938 0.0023022 0.000197924 0.000342351 -0.000614842 -0.000901292 0.00050297 0.000100584 0.000719 0.000292282 -0.00204172 -0.000314054 -0.0010812 0.0012205 0.000584261 -0.00241914 -0.0019198
internal_weight=713.05 625.005 547.665 88.0447 535.437 523.311 507.021 41.3512 20.5378 53.9464 8.37776 465.67 346.05 197.929 35.7442 162.184 156.747 67.3838 64.3105 28.7826 119.62 78.5276 69.1351 19.6714 14.1071 41.0927 49.4637 41.0831 9.62202 32.1011
internal_count=4633 3462 2802 1171 2458 2338 2288 224 73 913 40 2064 1453 906 123 783 751 424 418 111 611 334 311 135 86 277 176 154 46 237
is_linear=0
shrinkage=0.00427152


Tree=153
num_leaves=31
num_cat=0
split_feature=0 2 0 2 0 1 0 2 2 1 1 0 2 0 2 2 1 1 0 0 2 2 2 2 2 2 1 0 1 1
split_gain=12.9967 10.9793 10.5014 9.89818 6.83101 5.20541 9.19447 7.79326 13.141 6.61639 4.99003 4.61871 4.14971 4.14908 8.32178 7.81731 4.88483 7.82407 4.85208 3.88715 4.90981 8.32386 3.97603 3.66601 13.3656 4.98186 5.18576 8.02593 5.64911 5.00796
threshold=0.57212358910000016 42.783136484500005 0.41973294215000007 40.00488309970001 0.55788748840000013 0.3584174126500001 0.49194634890000005 42.684965421050009 42.243697547450004 0.3621298763500001 0.50634711535000021 0.56974342085000018 42.720329370750001 0.47774018740000007 48.109449608500007 44.578137159850009 0.34518427590000006 0.34007963835000005 0.3733870243500001 0.5541600551000001 49.064150740050003 48.823707093150006 45.044778924400006 41.835830569250014 41.600558339100012 41.542492784600007 0.39563186730000005 0.53499895210000015 0.39431454150000006 0.39078171310000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 6 7 8 -4 -7 -5 23 -9 14 16 -15 17 18 -3 20 21 22 -17 24 25 26 28 -28 29 -11
right_child=3 4 5 10 -6 9 -8 12 -10 11 -12 -13 -14 15 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0035243503298182078 -0.0040951396281422546 0.0033150324678262511 0.0011018920283318433 -0.00010002316426031687 -0.0040839203230888721 -0.0041788876509418768 0.0039846646392802405 0.0048148745006447767 -0.0028056939923966602 0.00094434457823622578 -0.0029547801346625751 0.0033194816514800518 0.00032250990167718302 0.00099428873764505015 0.00086269654937046138 -0.0054514310717694702 -0.0046706851212366856 0.0016931468587015046 -0.0050953849726639092 0.0037620208238255235 -0.0055989365269977715 0.0042296175995786521 -0.0011958346173365402 0.001551515849386016 -0.0065506170110338768 0.0037523886854216866 -0.0036182534650935497 -2.0092948259405178e-05 0.0048897494651581929 -0.0028229235476741042
leaf_weight=10.230171980336307 18.268994942307472 1.4368054047226966 162.13414282724261 60.147634733468294 9.3149180337786657 5.5465850159525862 20.36261261254549 13.611825570464136 16.982636254280806 74.710796486586332 13.367711333557962 9.881929434835909 5.0300858542323104 65.700800843536854 18.982066385447979 5.1640106327831843 12.956025026738642 8.478517320007084 8.3216261100023967 2.3188960701227179 5.338861981406807 4.2889138311147681 16.299718834459782 38.983845569193363 5.2039875648915759 7.2438592538237563 12.841963220387695 80.388614680618048 5.9571662396192542 6.8836438655853263
leaf_count=268 459 14 620 368 117 41 62 60 110 270 367 28 20 284 75 89 157 39 133 12 94 16 122 171 38 20 128 379 15 57
internal_value=0.000175507 0.000390506 0.000711398 -0.001311 -0.000572554 0.000804433 0.00128051 0.00100207 0.000731401 0.000385111 -0.00061912 0.000489676 0.00360271 -0.000353458 -0.00134372 0.000147862 -0.00268641 -0.00127672 -0.00385706 -0.00151662 -0.00191031 -0.00114561 -0.0022197 0.000369253 0.000130733 0.000315652 0.000177944 -0.000515718 0.0009166 0.000626522
internal_weight=726.379 634.595 475.994 91.7843 158.601 465.764 218.121 197.759 179.117 247.642 73.5153 242.096 18.6419 149.286 50.175 99.1112 31.193 18.2369 9.75843 33.4104 31.0915 25.7526 21.4637 232.214 193.23 188.026 180.782 93.2306 87.5516 81.5944
internal_count=4633 3439 2287 1194 1152 2019 872 810 730 1147 735 1106 80 1035 418 617 343 186 147 333 321 227 211 1078 907 869 849 507 342 327
is_linear=0
shrinkage=0.00422636


Tree=154
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 0 1 2 2 0 2 0 0 2 0 0 2 0 0 0 1 1 1 0 0 2 2 2 1 0
split_gain=12.1966 8.23373 11.1045 7.06189 9.46114 5.52675 12.0151 5.49667 5.44992 5.22754 5.39035 10.1814 5.40378 5.13156 9.437 8.64468 7.37411 7.65016 6.58757 7.39267 8.86405 4.60555 4.55515 3.94558 4.96285 3.92083 3.89704 4.82545 4.11982 5.58577
threshold=0.45420795785000007 0.47396784530000008 49.064150740050003 0.39078171310000004 0.5380527529500001 0.54504356155000011 0.43540612555000008 44.749265482150008 42.081757894750005 0.55980359870000018 46.645430295100006 0.5796383342000001 0.56300709560000006 41.965446242000006 0.48104847160000008 0.48389269780000005 42.686561923500008 0.47568935060000012 0.49588335680000006 0.51657136015000005 0.38045268105000002 0.3475943834000001 0.49284452560000008 0.47500074850000013 0.47697673720000006 36.377496227400009 48.823707093150006 48.96897326980001 0.34422622080000004 0.45995628875000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 3 13 25 -6 8 22 -7 -8 11 12 -11 23 16 -16 17 -15 21 -20 -21 -17 -2 -3 -25 -5 28 -28 -1 -30
right_child=7 2 -4 4 5 6 9 -9 -10 10 -12 -13 -14 14 15 18 -18 -19 19 20 -22 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.00087015649602912421 -0.0018055861775062318 0.005504500956929571 -0.0048631467193012189 -0.0068665331742419509 0.0019847321140860838 -0.0014670739325362283 0.0041559052570179326 -7.3557873256267401e-05 -0.0066625165838874569 -0.0046156067959123104 0.0057507416082232992 -0.006445543443947141 0.0016577361099536269 0.0029870950864859026 0.0037428455092024058 -0.00067374874930359481 -4.9057409226448072e-05 -0.0060381802579742242 0.0030266911158898999 -0.0080781356373116082 0.0017879455236236843 -0.0063940052287626298 -0.0053545828551570902 -0.0031504288750870209 0.0016549743318692728 -0.0014066991654263857 0.0050419748477092269 -0.001089180245636052 -0.0058325106371620739 0.00055399949314353784
leaf_weight=48.943707255646586 35.740432471036911 6.4730840399861327 9.0233095847070199 3.5312224254012099 51.988613277673721 28.393522407859564 12.915638066828249 34.046624418348074 6.1863693855702868 3.8942974880337706 4.4740933924913397 5.4205359928309909 30.589241303503513 2.9353433027863494 27.140024408698082 13.582366451621057 33.387761123478413 12.114970188587902 24.404054246842861 3.8345308601856214 5.6915780678391457 4.7898603826761237 12.206047873944042 5.5523375943303099 206.59224599599838 52.599174598231912 5.403357505798339 8.0274744331836683 10.868957575410603 5.0445111021399489
leaf_count=458 374 16 149 33 169 173 34 257 63 20 10 73 135 12 106 56 177 93 84 38 25 28 514 32 724 470 12 41 231 26
internal_value=0.000205645 0.000441138 0.000655756 0.00074688 -3.62823e-06 0.000677821 -6.17219e-05 -0.00161471 -0.00239654 0.00134747 0.000530112 -5.52314e-05 0.000949274 0.00118006 0.00038196 0.00144592 -0.00136302 -0.00427793 0.000254031 0.00156392 -0.00218343 -0.00216509 -0.00270908 0.00164691 0.00152921 -0.00175018 -0.00108174 0.00137744 -0.00159099 -0.00380801
internal_weight=715.795 633.802 555.514 546.491 199.993 143.862 91.8737 81.9931 34.5799 57.2938 44.3782 39.9041 34.4835 346.498 127.88 79.4424 48.4381 15.0503 52.3024 33.9302 9.52611 18.3722 47.9465 218.618 212.145 56.1304 78.288 13.4308 64.8572 15.9135
internal_count=4633 3488 2720 2571 1180 677 508 1145 236 272 238 228 155 1391 619 337 282 105 231 147 63 84 888 772 756 503 768 53 715 257
is_linear=0
shrinkage=0.00501583


Tree=155
num_leaves=31
num_cat=0
split_feature=0 2 0 1 1 2 0 1 0 2 1 1 2 1 1 2 0 0 0 0 0 0 1 1 1 2 2 2 2 2
split_gain=9.7308 8.37322 11.9399 7.01403 6.27762 6.36383 6.64442 5.82628 5.66347 4.91642 9.04409 5.35502 5.03353 4.58926 9.51253 7.02496 5.97489 5.86172 5.61483 10.1183 4.40617 5.20651 7.91287 4.69487 4.34163 4.1365 4.06794 6.90158 8.41704 3.93767
threshold=0.5485614203000001 44.202975721700007 0.43572048740000008 0.43540612555000008 0.4529056016000001 44.749265482150008 0.5641597557000001 0.41861022125000008 0.57212358910000016 47.927946529500012 0.4172030777500001 0.3584174126500001 45.205561619650005 0.41917906650000009 0.39078171310000004 43.968221017800005 0.54284302865000023 0.53998383280000006 0.53634621715000008 0.53998383280000006 0.47938684470000009 0.4413939702500001 0.3298553935500001 0.34458549145000011 0.40115565405000009 41.542492784600007 40.00488309970001 40.94178426300001 46.645430295100006 49.247968080500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 8 6 -6 9 -5 10 11 12 -3 14 20 18 17 -15 24 -20 21 -4 -23 -24 -16 -18 -10 -28 -29 -11
right_child=3 7 13 4 5 -7 -8 -9 26 29 -12 -13 -14 16 15 -17 25 -19 19 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0034449845364560392 -0.0035671501688600347 0.0011962594790807706 0.0052986553733269538 0.0023478641600257872 0.0021553061458533381 0.00048263814474890635 -0.0036519537541895397 -0.0077752362610609476 -0.0066567998918580732 0.0023279514397516604 0.0089361473054286045 -0.0055845855299396429 -0.0070030012413169291 -0.0064809608692434056 -0.0022320290200344983 0.0072511075289317167 0.0024489431030115501 0.0023961026474947694 0.0030677417309809916 -0.0039101748410937274 0.0017079414870013912 -0.0074936055007390626 0.0025331236900760193 -0.0003876453831494984 -0.0085147659618510802 0.0070172071623733172 0.0067353212522639613 -0.008382360809392456 0.0021484320396041763 -0.0024757303014768407
leaf_weight=20.034641956910491 28.352535516023636 10.62994452565909 6.3990929424762717 36.339478101581335 7.5837107896804801 33.264959095045924 41.290035646408796 4.2936502043157807 3.9926364272832897 18.774069033563141 2.1224399060010901 15.264955744147299 3.1581547483801833 3.6388137936592084 33.181158978492022 3.1654537767171851 14.698083117604257 7.2154848873615265 17.976241491734985 10.82817656546831 235.09287480264902 4.3896528817713252 23.787769220769405 72.260894423350692 4.008927632123231 11.48012302815914 3.5404129922389975 4.4410531520843488 5.5559473857283592 7.8775929789990178
leaf_count=412 239 57 22 125 35 256 873 92 67 64 4 231 40 36 280 6 46 23 53 58 901 44 81 389 37 24 9 38 36 55
internal_value=0.000225287 0.000601047 0.000862074 -0.00098703 -0.000449173 -0.00144133 -0.00275084 -0.00136612 0.00106364 -0.000890241 -0.00242762 -0.00325779 -0.000681776 0.00105463 0.000881427 -0.00104738 0.00297736 -0.000579859 -0.00144542 0.000444599 0.00127155 0.000311296 -6.45737e-06 0.000335723 -0.00290928 0.0044523 -0.00159853 -0.000106676 -0.00252975 0.000908098
internal_weight=694.639 530.278 468.157 164.361 136.008 82.1387 48.8737 62.1208 53.8695 57.8272 31.1755 29.0531 13.7881 448.123 411.09 69.16 37.0325 10.8543 65.9945 28.8044 341.93 106.837 100.438 96.0487 37.1901 26.1782 17.53 13.5374 9.997 26.6517
internal_count=4633 2955 2412 1678 1439 1164 908 543 275 451 332 328 97 2000 1871 434 129 59 428 111 1437 536 514 470 317 70 150 83 74 119
is_linear=0
shrinkage=0.00570254


Tree=156
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 2 2 0 0 1 0 2 2 0 2 2 1 1 1 1 0 2 0 2 1 1 1 1 2 0
split_gain=16.6325 13.5636 17.6848 8.62733 6.8993 5.40644 11.0639 5.06423 4.98981 4.47003 8.78311 6.53888 13.5981 5.66293 7.68644 10.5812 6.99091 6.36603 5.99155 7.15172 5.96223 5.54477 7.65397 5.81664 5.48567 5.1162 8.05129 5.03508 7.20077 4.92598
threshold=0.4529056016000001 44.202975721700007 0.41973294215000007 44.749265482150008 0.57670429030000014 47.927946529500012 49.064150740050003 0.5641597557000001 0.47648274005000008 0.44618424600000006 0.5485614203000001 40.00488309970001 41.444941515100005 0.47880302985000006 42.720329370750001 43.477771593600004 0.3584174126500001 0.41917906650000009 0.34575312120000007 0.34545372890000009 0.54284302865000023 43.847983878700006 0.52324780695000006 42.686561923500008 0.41625999220000004 0.4373072662500001 0.43584024430000007 0.34542378970000004 41.489621506400006 0.49688632075000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -3 -7 -2 -8 10 13 24 -13 14 -4 -16 18 21 19 27 -19 22 29 -24 -12 26 -14 28 -15 -18
right_child=3 5 4 -5 -6 6 8 -9 -10 -11 11 12 25 16 15 -17 17 20 -20 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0035785876259776736 0.00048969890891996262 -0.002030630545144972 0.00057554991099950257 0.00010580242965906129 -0.0033045132203473517 0.0017979494113519261 0.00018019070889404952 -0.0028159019758820306 -0.0040873987152221297 0.0026427786850630741 0.0023964197086529726 0.0027594445726644577 -0.0056812853180945363 0.0024331735620696567 -0.0042931590741742531 0.0014983985596297767 -0.0024963578776773898 -0.00034348785813284713 0.0024058771408664373 -0.001014264806465149 0.0031097939137270728 0.003816781885924752 -0.00045101399210255142 -0.0041890732387382034 -0.0039745688660809825 -0.006332015355795151 0.0014634026889983286 0.0044926122245476053 -0.0006171914847627665 0.0011303337133477787
leaf_weight=14.901308177039025 8.2829988971352559 43.142363134771585 94.541772495955229 36.733330219984055 6.3814701810479155 22.120680835098028 6.9949870109558132 47.783404719084501 10.344924941658972 18.885836631059647 2.4395244121551505 14.901884488761427 3.7657502517104131 28.333888806402683 12.519524201750757 7.7977883443236342 6.1128570362925521 10.805460177361963 86.488085880875587 21.295768037438393 25.795298062264919 6.5344484746456137 61.602598715573549 7.0680733658373347 13.182422805577515 3.9679531157016745 6.6358484774827957 8.0746565461158735 20.184999383985996 85.401872526854277
leaf_count=344 40 395 433 258 83 82 34 873 149 52 11 47 31 84 114 36 33 54 297 90 69 15 360 69 118 31 21 21 82 307
internal_value=0.0001813 0.000401895 0.000616925 -0.00136434 0.000730036 -0.00107572 -3.17161e-05 -0.00232755 -0.00236584 0.000777162 0.000710362 -0.000940805 0.000147325 0.000863974 0.000107518 -0.00207036 0.00110027 0.000616403 0.00169877 0.000913604 0.0020903 0.000292832 0.00014908 -0.000835762 -0.00297967 -0.00256156 -0.00112323 0.00163905 0.00116415 0.000888084
internal_weight=743.022 650.222 567.619 92.7997 552.718 82.603 39.4606 56.0664 17.3399 546.336 527.45 44.8934 29.2714 482.557 114.859 20.3173 367.698 203.321 164.377 77.8893 36.6008 166.72 160.185 68.6707 15.6219 14.3696 10.4016 56.5935 48.5189 91.5147
internal_count=4633 3462 2802 1171 2458 660 265 913 183 2375 2323 259 130 2064 583 150 1481 907 574 277 123 784 769 429 129 83 52 187 166 340
is_linear=0
shrinkage=0.00390278


Tree=157
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 1 0 2 2 0 0 2 2 2 2 0 1 0 2 0 0 1 1 2 2 1 2 1 2
split_gain=21.9025 17.5796 21.281 10.7417 8.34477 5.5259 5.23652 6.80129 6.31393 7.23302 5.35959 7.37112 5.1301 5.11313 7.98254 7.63882 9.16846 4.99392 13.8634 9.11663 8.24404 6.3669 9.03412 5.99075 5.99006 5.35095 9.19458 6.02465 4.92413 4.75411
threshold=0.4529056016000001 44.202975721700007 0.43572048740000008 44.749265482150008 0.57212358910000016 0.5641597557000001 0.44922307715000004 0.51017933595000009 48.109449608500007 45.205561619650005 0.53146612375000013 0.53312775065000018 48.96897326980001 46.095286511800005 47.74983977685001 49.247968080500009 0.58035687555000015 0.39078171310000004 0.53634621715000008 43.968221017800005 0.47938684470000009 0.4413939702500001 0.3298553935500001 0.34458549145000011 42.154118731400011 38.238138001450004 0.40651477500000005 33.361153777850006 0.39170982905000007 40.94178426300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 17 -2 7 8 9 -3 -9 -12 -10 -5 -15 -16 -17 20 19 -19 21 -4 -23 -24 -25 26 -20 -28 -13 -6
right_child=3 6 4 13 29 -7 -8 10 12 -11 11 28 -14 14 15 16 -18 18 25 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.002524196171489902 0.00035659905575901782 0.00011121349009762148 0.0035456234653872621 0.0035612423209257439 -0.00051248261369913164 -0.0027933685656287865 0.0033424198404499905 -0.0043501917622971818 0.0025008948112740285 -0.0039737560936491337 0.0032058329021157753 0.0013830023106773742 -0.00097597036406027622 -0.0054883081264385071 0.0026107291142679367 0.0027010095156349834 -0.0029327844037516457 -0.0019777446007000488 0.0031775701183104229 0.0034508239548023292 0.0014630645548143013 -0.0048847823204653789 0.0018255922049463546 0.00054029516118197401 -0.0015824425225408386 0.0013015557924209347 0.0026167251382304729 -0.0035748736446618869 -0.0032765473761624943 -0.0052535653111787295
leaf_weight=26.708619950339198 8.5948430746793729 12.878673713654281 7.4522509276866904 4.9661961868405333 8.1407835409045202 52.718825353309512 3.3540717065334311 13.081339627504347 12.885281316936018 10.393555130809544 3.8008513227105167 3.7535828948020962 10.002780660986899 3.6439792923629275 11.093157880008222 5.4988760948181179 12.653399776667355 39.271986171603203 5.5004368647933033 4.5842397883534423 260.87691596895456 4.6820330694317809 25.347909785807133 49.480704236775637 27.412214793264866 103.77525324374437 2.5717086941003791 11.027026765048502 15.182153098285196 4.2831318750977507
leaf_count=412 40 78 22 15 84 873 9 203 38 119 11 15 51 43 43 22 135 335 16 13 904 44 81 205 184 358 16 92 136 36
internal_value=0.000187428 0.000425099 0.000651811 -0.00140979 0.000804816 -0.00235181 -0.00111882 -0.00130135 -0.000377096 -0.00171317 -0.00249247 -0.00142365 0.000981399 0.000115983 -0.00040424 0.000229234 -0.00122614 0.00087248 0.000347902 -0.0014103 0.00110556 0.000290125 6.32247e-05 0.000289815 -0.000216458 0.000975439 -0.000796514 -0.00240396 -0.0023529 -0.00214697
internal_weight=765.617 666.448 581.115 99.1693 554.407 61.3137 85.3323 81.9782 46.1603 23.2722 35.8179 22.7366 22.8881 37.8556 32.8894 29.2454 18.1523 541.983 166.731 43.8562 375.252 114.375 106.923 102.241 76.8929 122.874 19.0992 13.5987 18.9357 12.4239
internal_count=4633 3462 2802 1171 2390 913 660 651 286 197 365 162 89 258 243 200 157 2270 830 348 1440 536 514 470 389 482 124 108 151 120
is_linear=0
shrinkage=0.00364274


Tree=158
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 2 2 2 1 0 0 0 2 1 0 2 2 1 0 2 2 2 0 0 1 0 2 1 1
split_gain=16.0525 11.7724 17.6908 8.96224 6.49851 5.83996 4.51661 7.72779 5.23537 4.40598 12.0156 9.97603 9.0123 7.05762 5.51501 5.89695 7.10553 12.3271 6.52766 7.35591 7.09532 5.3822 5.37941 5.33809 7.37809 4.99323 4.59749 4.43901 4.38439 4.29078
threshold=0.4529056016000001 44.202975721700007 0.41973294215000007 44.749265482150008 0.57670429030000014 0.5641597557000001 50.427417695700008 47.927946529500012 48.96897326980001 0.37227927305000003 0.5116313883000001 0.47938684470000009 0.50291907430000016 38.396531328800009 0.44618424600000006 0.5485614203000001 40.00488309970001 41.444941515100005 0.41917906650000009 0.52432561900000019 43.847983878700006 38.324118171300007 38.536700832000001 0.53634621715000008 0.53998383280000006 0.4373072662500001 0.47943175355000006 40.00488309970001 0.41861022125000008 0.39563186730000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 5 9 -2 7 -3 -9 11 12 13 21 -4 15 18 22 -18 19 -12 23 -11 28 29 -25 -19 -13 -26 -17 -21
right_child=3 6 4 -5 -6 -7 -8 8 -10 10 14 26 -14 -15 -16 16 17 25 -20 20 -22 -23 -24 24 27 -27 -28 -29 -30 -31
leaf_value=-0.0031716502104212427 0.00063969161255540783 -0.001645317441071083 0.0018047670289666402 0.0001592816871664624 -0.0028495695955222562 -0.0024679227019219199 -0.0039640213062136073 0.0017288226230225757 -0.00097123354422344404 0.0030658320960388493 0.0013166710280101436 0.0040106626772196943 -0.0054444101721490158 -0.00025167121402678671 0.002273388656019738 0.0029678252498091216 0.0024392208602247605 -0.00080581170742900549 0.0019526769648856332 -0.00048004625707973226 0.0032500286994330226 -0.0029676259179547619 -0.0055413763494139116 0.001746710253637982 0.00022488949552249286 -0.0054021230776815105 0.0012910974743999932 -0.0040101004144658401 -0.0023958543594411134 -0.0029135944679900272
leaf_weight=14.839962767437099 8.3208276256918889 42.016087790951133 24.457946985960007 36.471447881311178 6.2686860896646968 48.887066347524524 5.1937218531966201 19.308127492666245 15.007136594504116 3.4491566792130453 46.062146939337254 7.5998836755752555 7.2217125967144966 99.27659809216857 18.780101411044598 2.2832559160888186 14.689747564494612 10.243920274078844 34.856777511537075 16.9498704187572 5.5771149694919577 3.5053195394575596 5.0498527511954299 16.989186465740207 6.1020264551043493 3.813833773136138 191.11064648628235 5.5638175755739212 8.3283743560314161 17.128422483801842
leaf_count=344 40 395 97 258 83 873 105 70 90 11 154 22 62 504 52 12 47 52 107 119 13 29 39 51 26 31 668 34 78 167
internal_value=0.000158198 0.000348995 0.000523273 -0.00116907 0.000622016 -0.00201592 -0.00086983 -0.000659295 0.000548004 0.000661653 0.000295218 0.000919161 -0.00276138 0.000154814 0.000499206 0.000327137 -0.000769807 0.000242597 0.000653575 0.000257653 -0.000456449 2.47406e-05 -0.00262813 -0.000785962 0.000304868 -0.00205278 0.00139511 -0.00179491 -0.00124178 -0.0017032
internal_weight=745.353 651.673 570.148 93.6793 555.308 57.2079 81.5251 76.3314 34.3153 549.04 226.595 322.445 14.1762 123.735 212.418 193.638 44.409 28.7475 149.229 114.373 68.3104 6.95448 15.6615 62.7333 28.655 14.0578 198.711 11.6658 10.6116 34.0783
internal_count=4633 3462 2802 1171 2458 913 660 555 160 2375 1084 1291 102 601 982 930 259 130 671 564 410 40 129 397 111 83 690 60 90 286
is_linear=0
shrinkage=0.00342906


Tree=159
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 1 2 2 2 1 0 0 2 1 2 2 2 2 1 1 0 0 1 0 1 0 2 2 1 0
split_gain=5.13651 4.58815 4.43649 7.57719 4.53211 4.27387 3.85261 3.71582 4.15326 3.67846 5.0402 5.36894 3.45046 5.93534 6.16339 3.31007 5.03911 3.99079 3.44388 3.27378 3.46451 6.88936 3.26935 4.75194 5.15326 7.39218 4.94422 11.3592 6.12102 4.36286
threshold=0.45420795785000007 0.45736654595000009 44.202975721700007 0.41973294215000007 0.57670429030000014 0.44922307715000004 43.895345911700005 36.772607578000013 37.345948426100009 0.37820723930000005 0.53146612375000013 0.53312775065000018 44.749265482150008 0.46636328255000009 43.61821939175001 48.109449608500007 45.205561619650005 44.749265482150008 0.37043801085000005 0.39170982905000007 0.5541600551000001 0.55788748840000013 0.44618424600000006 0.5485614203000001 0.41917906650000009 0.52324780695000006 40.00488309970001 41.444941515100005 0.41218825785000007 0.47938684470000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 22 -3 -9 15 -11 -12 13 14 -10 16 17 -4 -18 -13 -21 -22 23 24 25 29 28 -28 -25 -5
right_child=1 7 5 4 -6 -7 -8 8 12 10 11 19 -14 -15 -16 -17 18 -19 -20 20 21 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.015507088162035722 -0.025510479042913408 -0.02074064158780186 -0.0079464693890849529 -0.00025050217885828836 -0.015080505675219518 0.016982314306165324 0.012145480265570779 0.024535869419099337 0.0090784208005029558 -0.022817679903584197 0.016981462088858864 0.0071714037353174274 0.0016207330104341241 -0.014791660405511801 -0.02153529803202222 0.004421633165436251 -0.024248389112882355 0.015245048734234951 0.010545081329760165 -0.027758160208547766 0.025763000734994088 -0.01653068380406757 0.0096510040048703328 0.017039759963594237 0.0096806384682685976 -0.0041963182936555201 0.012346293040131165 -0.013238906598537679 -0.018888342801368977 0.0045176690123482875
leaf_weight=9.4216908980160934 3.668685281649231 4.2883310057222834 6.8540579304099101 110.49145125225186 5.7439591828733674 3.7127552777528754 14.603004556149243 2.1513392627239218 10.841021813452242 8.1211653407663125 3.5713654235005405 3.5202133730053928 31.583776930347085 18.120640798471868 3.2310135141015044 21.885731913149357 6.6147349812090388 4.7580338642001152 1.2861090973019598 4.4853677507489911 1.9170219451189021 6.0852455254644156 20.270231977105141 2.0953326001763335 32.862304510548711 67.496322482824326 14.034283913671972 12.345904629677532 12.514159345999358 211.98024729266763
leaf_count=344 46 231 45 597 90 10 53 29 55 209 10 15 254 468 62 88 112 27 9 48 10 78 70 7 115 434 47 78 122 870
internal_value=0.000533597 -0.00430068 0.00114242 0.00177927 0.00210213 -0.00335202 0.00230004 -0.0031925 -0.00205106 -0.0044446 -0.00993217 -0.00458745 -0.00294791 -0.00743013 0.00204935 -0.000772802 -0.00659889 0.00155621 -0.0185847 -0.0093995 -0.0140708 -0.00639882 0.00200305 0.00166881 0.00228193 0.00165845 -0.00465587 0.000372443 -0.0137354 0.00288391
internal_weight=660.556 73.8848 586.671 513.859 504.437 72.8118 498.693 70.2161 65.9278 69.099 27.7004 19.5792 63.7765 32.1927 14.072 41.3987 19.5129 11.6121 7.90084 16.0078 12.4876 8.00227 484.09 463.82 422.83 389.968 40.9897 26.3802 14.6095 322.472
internal_count=4633 1145 3488 2827 2483 661 2393 1099 868 651 370 161 839 585 117 281 193 72 121 151 136 88 2340 2270 2016 1901 254 125 129 1467
is_linear=0
shrinkage=0.019455


Tree=160
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 0 0 2 0 2 0 2 0 1 1 0 0 2 2 0 2 0 2 0 2 2 1 0 1 1
split_gain=12.9917 9.72868 13.9832 8.34956 6.03939 12.4069 9.62707 7.57011 7.25906 7.06185 6.98339 5.97548 5.4057 8.48747 6.09877 5.29045 5.09339 5.34931 8.03563 6.69134 7.43798 5.03194 4.45692 7.55877 4.27676 8.87246 4.62934 4.24636 4.62732 5.59602
threshold=0.4529056016000001 44.461493122800007 0.43572048740000008 44.749265482150008 0.37227927305000003 0.5116313883000001 0.50291907430000016 33.96174662340001 0.47938684470000009 39.065416244600009 0.5796383342000001 37.995872310650007 0.4413939702500001 0.34007963835000005 0.35394149875000008 0.5641597557000001 0.47787491390000009 43.847983878700006 42.783136484500005 0.47697673720000006 42.498713093000006 0.47500074850000013 49.247968080500009 0.58035687555000015 47.927946529500012 49.247968080500009 0.4172030777500001 0.47943175355000006 0.36880632320000012 0.3584174126500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 15 7 6 11 -4 9 -9 -7 -6 -11 -14 16 -2 17 18 19 20 -15 -20 -5 -24 26 -26 -3 -10 29 -29
right_child=3 24 4 22 5 10 -8 8 27 12 -12 -13 13 14 -16 -17 -18 -19 21 -21 -22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0028125962799126852 0.00078803906465770533 -0.0031238586340928036 -0.0045729457797208852 0.0018197797244043333 0.0044059476381089011 0.00061186441510292116 -0.0074691901053001285 0.0026928476637225868 0.0052558312426556932 0.0047442508513677057 -0.0053155134733039767 -0.0040204576297532685 -0.0062900793617093748 -0.0032496140267989576 0.004250926374008963 -0.0031520880418466242 -0.0022333385982868416 0.0045886670631539407 0.0014473346194889623 0.0023378872579003927 0.0038821597561800735 -0.0061649140678377212 0.0031981744191426648 -0.0033720345735621573 0.0016797928668428651 -0.0028376261855405423 0.00084698858397356017 0.00181583817288316 0.0041121235744529779 -0.00054409685646658427
leaf_weight=23.228245021775365 8.2863160222768766 27.695181166753173 4.6072636730968943 18.607893984764814 3.2889584898948652 210.78264627233148 7.3801568634808064 21.795422717928886 7.1452370882034293 4.3641162514686576 4.1695645973086348 3.654865674674511 4.8009558245539656 12.173464022576811 6.1691188625991336 45.509292161092162 22.756808802485466 5.4486099332571021 2.4760643243789655 22.493963778018951 3.9954954385757437 6.4122200831770897 5.1598501652479198 11.929681044071911 23.173634018748999 14.564316393807529 7.7237192932516328 143.88498847931623 14.923499092459677 24.136330254375935
leaf_count=416 40 321 34 101 9 1002 62 74 22 13 68 32 43 75 19 873 117 17 12 70 14 66 22 135 92 173 50 524 41 96
internal_value=0.000200871 0.000429469 0.00063264 -0.00141667 0.000781705 0.000224533 -0.00386255 0.00119703 0.00128477 0.000373773 0.000496887 -2.92711e-05 -0.000181115 -0.000428961 -8.54918e-05 -0.00254518 -0.000438621 0.000331986 -0.000155762 0.000738186 -0.00148729 -0.00404432 0.000283972 -0.00138829 -0.00112601 -6.36277e-05 -0.00225794 0.00182577 0.0016918 0.00147683
internal_weight=722.738 633.245 560.088 89.493 536.86 229.276 14.324 307.584 302.976 112.886 214.952 6.94382 91.0908 86.7267 81.9257 53.7956 75.7566 52.9998 47.5512 38.6629 16.169 8.88828 35.6974 17.0895 73.1569 37.738 35.4189 190.09 182.945 168.021
internal_count=4633 3462 2826 1171 2410 1173 103 1237 1203 520 1070 41 446 433 390 913 371 254 237 159 89 78 258 157 636 265 371 683 661 620
is_linear=0
shrinkage=0.00453546


Tree=161
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 1 1 2 2 0 0 1 1 1 2 1 1 0 0 0 0 0 0 2 2 0 2 2 2 2
split_gain=4.69589 3.34357 5.05861 4.64649 4.22464 3.71333 3.55787 3.2674 3.23976 4.99483 3.832 3.09494 5.2987 6.3259 5.66095 3.06984 4.60201 4.19679 3.62202 3.58577 5.40383 3.35572 4.24979 2.98912 3.89709 2.95914 4.91174 4.23588 3.86372 4.19943
threshold=0.50634711535000021 42.783136484500005 0.57212358910000016 40.00488309970001 0.41973294215000007 0.49146732130000009 0.49284452560000008 42.982930821650008 40.858951393400005 0.58249753000000004 0.58887458460000019 0.49585341755000006 0.48616807880000007 0.48522499325000007 50.427417695700008 0.46097422230000007 0.44922307715000004 0.60710757165000018 0.55788748840000013 0.54191491270000014 0.53499895210000015 0.53146612375000013 0.5276039639500002 41.243661560350013 41.404176814550006 0.47774018740000007 43.564719632750005 43.521589032450009 43.895345911700005 44.578137159850009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 5 23 -4 -7 -3 -5 -10 -11 12 13 14 15 16 18 -17 19 20 21 22 25 -1 -25 26 -9 -27 -29 -30
right_child=-2 7 3 8 -6 6 -8 11 9 10 -12 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=-0.020861318470671183 -0.012079140698744679 -0.012066387355241813 -0.021996928127542021 0.011217381164992685 0.0023837371606456369 0.036969392191400961 -0.020750075117377524 -0.019305715150607621 -0.028118236381648083 0.016960391205725105 -0.011446886150671657 0.0099442761289183067 -0.020167593905726974 0.02261307690457702 -0.023270118975970637 -0.024929655844053929 0.015122963403189305 0.0035146286696774928 -0.013571913026487763 0.01220636248468427 -0.020953986993188484 0.011884341920310621 -0.017776507075996505 0.039931494495262822 -0.020628568218154078 0.0093760159434942963 -0.0010290526117310056 -0.017762784660634665 0.010031689562635161 -0.0073360051982282034
leaf_weight=5.1119629088789216 11.40075143240392 10.880161805078385 8.9000721164047736 6.1865881457924869 429.14221904613078 0.89736727625131496 0.78294339030981064 6.8410297259688368 3.0595674440264684 3.507305346429348 3.9566562622785568 9.7470123805105668 5.7636645138263694 4.3736340701580039 4.5467319833114734 4.66950526088476 7.3212825506925574 3.5941166430711746 8.3938917741179448 8.5707752704620344 5.1087463349103919 8.3974246084690076 5.6701173894107333 0.83260340243577935 0.83155130688101053 23.034418519586325 36.336636019870639 5.0615073852241066 11.00228779949248 10.803311359137295
leaf_count=217 554 87 228 37 2019 6 38 106 28 17 44 40 66 9 119 77 22 16 83 36 33 29 121 4 47 83 281 35 46 105
internal_value=0.000508966 0.000732048 0.00162158 -0.00664274 0.00213896 -0.0169035 0.0100749 -0.00155558 -0.000145926 -0.0068262 0.00190165 -0.00087984 -0.00154134 -0.000842986 -0.00152988 -0.000847255 -0.00013849 -0.0125583 -0.00100316 -0.000130004 -0.00107189 -0.000123917 -0.00114507 -0.0133629 0.00967061 -0.000131934 -0.00392479 0.00314986 -0.00218811 0.00142708
internal_weight=654.726 643.325 463.209 27.2905 435.918 10.5804 1.68031 180.116 16.7101 10.5235 7.46396 169.236 159.489 153.725 149.352 144.805 136.541 8.26362 129.22 120.826 112.255 107.147 98.7493 6.77612 1.66415 93.0792 43.1777 49.9015 26.8671 21.8056
internal_count=4633 4079 2685 398 2287 272 44 1394 126 89 61 1307 1267 1201 1192 1073 980 93 958 875 839 806 777 268 51 656 387 269 186 151
is_linear=0
shrinkage=0.0197871


Tree=162
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 1 1 2 1 1 0 0 0 1 1 2 0 1 0 0 0 0 0 1 1 2 0 2 2
split_gain=21.3573 23.0268 9.82865 10.8135 12.9455 5.66477 5.58289 6.91899 6.68606 5.57938 8.64151 4.95534 4.95449 4.94548 7.54332 6.2754 9.15139 5.89213 4.93242 6.10957 4.91617 5.0219 4.88456 4.84423 14.0878 4.83462 5.01063 4.30589 3.83681 3.69269
threshold=0.39078171310000004 0.47721625100000004 0.50056884525000012 0.5380527529500001 0.54504356155000011 44.578137159850009 0.43540612555000008 0.43837010870000009 36.772607578000013 0.3447651268000001 0.33894194785000004 0.57161462230000015 0.47673722340000008 0.5641597557000001 0.44844465735000011 0.4529056016000001 44.749265482150008 0.58035687555000015 0.35696536035000009 0.45995628875000011 0.45995628875000011 0.39587138110000003 0.51017933595000009 0.60710757165000018 0.48616807880000007 0.45107930900000009 39.476991512000005 0.61797550970000004 40.94178426300001 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 9 3 -2 -5 -3 29 11 -9 10 20 -8 18 25 28 17 27 -16 -11 -20 21 -1 -7 24 -18 -10 -27 -17 -15 -6
right_child=2 5 -4 4 6 22 7 8 13 12 -12 -13 -14 14 15 16 23 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0030255080849689508 -0.0016391444331439835 0.0012884626881775581 -0.0026776788721757181 0.0015605865588305665 -0.0010069322632988702 0.00070123343304391269 0.00048590762802605748 -0.0039825575584902743 0.0029952615491020919 -0.003588540066872762 0.0016420927161175643 0.0043701185917071617 0.00019821959178555458 -0.0002620430159500953 0.0037741240296799324 -0.0025883406457444373 0.0025850844878994817 -0.00077826009927859361 -0.0028270766412061975 0.0020944105836915188 -0.0048861858839970131 -5.4636333092908253e-05 -0.0033677754621883574 0.0024301389437210077 -0.0047729000483294325 0.0023793217955744438 -0.0023761109834279977 0.0010206777833613968 -0.0051378030964857281 -0.0035651339530958694
leaf_weight=8.7286975998431426 62.522843603044748 313.78015473484993 24.629455028101802 53.408524099737406 28.109327144920826 9.4462369009852392 10.850836470723154 6.3149661980569354 10.70842231065035 18.24495132081211 25.786738097667694 6.7334858551621428 13.281024254858492 2.9798499159514886 8.489682123064993 26.952417481690649 7.4616523012518901 6.2405351996421805 7.4675815366208536 5.572002038359642 3.5884223878383628 41.04495507478714 6.169763069599866 12.341652624309061 5.8905139341950417 4.9191152602434141 6.5158074647188187 4.950205221772193 6.4852062538266182 9.5677404291927797
leaf_count=188 570 1103 612 173 173 35 45 147 27 227 89 20 58 17 19 252 22 42 108 22 32 249 59 36 60 15 37 30 63 103
internal_value=0.000202723 0.000693026 -0.000523124 -0.000334576 3.80043e-05 0.00118441 -0.000453315 -9.86766e-05 -0.000429142 -0.000615307 -4.8526e-05 0.00197327 -0.00162191 -0.000213241 -0.000616928 -0.000226182 -0.000756008 0.00184548 -0.00239461 -0.000724054 -0.000865502 -0.000575632 -0.000906401 0.000823782 -0.000661004 0.00127787 -0.000330402 -0.00202834 -0.00360278 -0.00165656
internal_weight=759.183 453.111 306.072 281.443 218.92 329.396 165.511 127.834 110.25 123.714 79.1488 17.5843 44.5656 103.935 81.7917 72.3267 57.5964 14.7302 31.2845 13.0396 53.3621 49.7737 15.616 25.6938 13.3522 22.1433 11.4349 31.9026 9.46506 37.6771
internal_count=4633 2170 2463 1851 1281 1197 1108 832 767 973 558 65 415 620 541 461 400 61 357 130 469 437 94 118 82 79 52 282 80 276
is_linear=0
shrinkage=0.00355676


Tree=163
num_leaves=31
num_cat=0
split_feature=1 2 1 2 0 1 1 2 1 1 0 1 1 0 0 2 2 1 1 1 0 1 2 1 2 1 1 1 2 1
split_gain=4.43274 4.40658 4.22701 4.14796 6.50117 4.26579 9.32764 4.13923 4.78789 3.24514 5.18042 3.92981 3.51717 8.05058 9.11001 3.74917 5.75508 4.65754 3.97365 6.63343 4.65994 5.871 3.96474 3.57876 9.62231 3.35243 3.34981 3.9013 3.75435 7.93257
threshold=0.4529056016000001 44.749265482150008 0.49284452560000008 44.202975721700007 0.43572048740000008 0.32467590790000006 0.3298553935500001 41.559097512700014 0.32737043805000005 0.34458549145000011 0.47673722340000008 0.3447651268000001 0.37227927305000003 0.5116313883000001 0.50291907430000016 40.300545846000013 40.371455563000005 0.38906020780000011 0.39995808510000008 0.39563186730000005 0.54504356155000011 0.43584024430000007 42.081757894750005 0.39394030120000006 42.546237522150008 0.3447651268000001 0.36880632320000012 0.36510882910000009 38.621016321050007 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -8 25 -12 26 14 -14 17 -17 -15 19 23 -20 22 -22 24 -18 -11 27 28 -13 -30
right_child=1 -3 -4 -5 5 6 9 -9 -10 10 11 12 13 15 -16 16 18 -19 20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0048979795677023593 -0.0057508685913774896 0.0017197569756116199 -0.023354854095434589 -0.0038380616803187786 0.026510415961835239 -0.029409606686105583 0.0095683956479492294 -0.027121808206336976 -0.025412785035959388 0.010966666698742073 -0.0140619691056255 0.01461285062183734 0.0046104270122350917 0.0087430774607967967 -0.034459331153406443 0.028503060702224647 -0.023102331994820299 -0.0033307209133051578 0.012748996594155014 -0.021497137084280676 -0.0032020671985968038 0.0075163405604903978 -0.029817807443029247 0.020488541446945313 0.01758379524186594 -0.012642009599041971 0.01555554974825028 -0.0092705063097661983 0.0049829126902441985 -0.016870255948608824
leaf_weight=8.6397485211491603 34.76295668259263 31.914087621495128 8.2765045156702381 70.126626304350793 3.5655593350529662 4.5306166447699061 29.895142704248428 5.5375771140679708 3.6260112905874839 3.5430538356304195 6.8584118932485572 17.578552894294262 5.3108996413648111 19.2415581792593 6.510824566707015 4.8270005732774726 5.7022578902542609 84.092656847089529 31.193447262048721 7.425055392086505 10.877778694033621 27.148874305188656 3.6678950898349276 4.5287432596087447 5.6932241879403591 17.546921439468861 13.495062276720999 10.067101880908011 157.65957896411419 8.5841186940669996
leaf_count=114 399 258 514 660 7 45 104 155 143 11 32 58 30 61 62 11 64 521 96 86 47 108 36 14 21 171 46 45 670 44
internal_value=0.000551191 -0.00451385 -0.00913612 0.00120861 0.00190617 0.00238408 0.00220706 -0.0112349 -0.00406251 0.00250459 0.00203693 0.00256179 0.00283093 0.000855335 -0.0169073 0.00188266 0.00491442 -0.00108249 0.00373128 -0.00421671 0.00627738 0.00143568 -0.0099136 0.00384071 -0.0027754 -0.00867582 0.00489071 0.00414841 0.00488331 0.00385451
internal_weight=652.428 74.9535 43.0395 577.474 507.348 489.544 485.979 17.8033 12.2658 481.448 451.553 430.463 423.605 216.22 11.8217 204.398 101.064 103.334 96.2373 23.3493 72.888 41.6945 14.5457 15.9242 11.3955 21.09 207.384 193.889 183.822 166.244
internal_count=4633 1171 913 3462 2802 2390 2383 412 257 2338 2234 2052 2020 1157 92 1065 483 582 472 185 287 191 83 99 85 182 863 817 772 714
is_linear=0
shrinkage=0.0221382


Tree=164
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 1 2 0 0 1 0 1 1 0 0 1 2 0 2 2 0 1 2 2 2 1 1 2 1
split_gain=13.9543 14.754 7.37973 8.25226 9.24082 5.12866 4.9573 6.11402 4.83722 4.70698 4.25798 4.20513 7.52547 5.22126 6.87707 5.99582 5.50483 9.64435 5.29119 7.18374 4.74002 5.258 4.70414 4.82429 4.19183 6.20701 3.97679 6.20475 3.57103 3.95653
threshold=0.39078171310000004 0.47721625100000004 0.50056884525000012 0.5380527529500001 0.54504356155000011 0.43540612555000008 0.43837010870000009 36.772607578000013 0.57161462230000015 0.52324780695000006 0.38045268105000002 0.5641597557000001 0.44844465735000011 0.4529056016000001 0.60710757165000018 0.63528038085000016 0.48616807880000007 48.553014326500012 0.58035687555000015 47.309807198350008 43.477771593600004 0.62143349005000015 0.45107930900000009 39.476991512000005 31.914316944300001 35.119813570500007 0.39019789825000006 0.38906020780000011 36.377496227400009 0.42473279245000012
decision_type=2 2 2 2 2 2 2 2 2 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 28 -5 -6 8 -8 -7 26 -11 22 -13 18 16 20 17 -15 -14 -20 21 -16 -9 -24 -1 -26 27 -3 -2 -30
right_child=2 9 -4 4 5 6 7 11 -10 10 -12 12 13 14 15 -17 -18 -19 19 -21 -22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0057106129387851541 -0.0064568332827406472 0.0014098838746384543 -0.0032544780397105299 0.0018056480462833203 -0.0020134808052682139 0.00045792636013965632 -0.0051850682377098693 0.0039234026036469522 0.0057066919405679168 -0.0055896630506474176 0.00016348295822815376 -0.0046702724458453429 0.0048456943550164019 -0.0025520993460505302 -0.0056787522586709584 -0.0038000982022529865 -0.0060350146686512689 0.0042962105470983735 -0.0063412534724697159 0.0040126320924704743 0.0046870335183690631 0.003890851512485363 0.0030626198167687814 -0.003161689274421539 0.0032414542648681074 -0.00082142359085067638 0.0044272104049501108 -0.0036920902148192508 -0.0012260767882894105 -0.0056467810111025625
leaf_weight=3.487205281853675 3.5790963545441619 288.97165616974235 20.751253928989172 51.073370214551687 36.847822504118085 10.667079739272596 5.5339588765054932 10.571938872337343 6.0127899646759024 3.7469873279333106 11.355544075369833 8.9805313888937217 8.2221230715513212 22.022551484405998 2.5112851709127453 3.7518261708319178 6.1847679428756228 5.6612416580319396 2.8281396776437751 3.0504448264837265 9.94994919747114 2.5184048786759377 4.8459877669811231 6.2369314059615135 8.9386032894253713 104.61406375840306 9.2918346077203733 5.3163421154022208 48.683518970385194 4.8781048264354459
leaf_count=75 33 1073 612 173 276 45 147 27 20 27 48 80 19 213 32 28 72 16 33 9 26 13 15 37 40 858 23 26 434 103
internal_value=0.000237327 0.000764167 -0.000567107 -0.000356359 7.73512e-05 -0.000487043 -1.65622e-05 -0.00040029 0.00235001 0.00128604 -0.00126389 -0.000128256 -0.000648563 -0.000107084 -0.000784996 0.00149034 -0.0020434 -0.00115164 0.00242174 -0.000968539 0.00281539 -0.000887177 0.00169016 -0.000440121 -0.000656806 -0.000501603 0.00141289 0.00131772 -0.00193111 -0.00162869
internal_weight=721.085 435.722 285.363 264.612 207.471 156.398 119.55 102.87 16.6799 318.682 15.1025 97.3361 75.6813 66.7007 52.6 18.7315 33.8686 27.6838 14.1007 5.87858 14.9796 5.02969 21.6549 11.0829 117.04 113.553 303.58 294.288 57.1407 53.5616
internal_count=4633 2170 2463 1851 1281 1108 832 767 65 1197 75 620 541 461 400 99 301 229 61 42 71 45 79 52 973 898 1122 1099 570 537
is_linear=0
shrinkage=0.00467976


Tree=165
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 1 0 1 1 1 2 1 0 1 0 1 1 0 0 0 1 0 2 2 1 0 0 0 2 2
split_gain=18.6203 19.1586 9.26297 9.74097 6.50771 6.68451 5.83537 6.65723 6.61508 5.68639 6.28266 5.29795 7.06923 7.61189 5.01246 4.87891 7.54639 5.6748 4.747 4.72437 11.6971 9.53746 4.13709 4.28751 5.57443 7.2909 4.00076 3.77809 3.76013 10.0167
threshold=0.39170982905000007 0.47721625100000004 0.50634711535000021 0.53146612375000013 38.238138001450004 0.39670967935000007 0.5485614203000001 0.39995808510000008 0.43584024430000007 0.4529056016000001 44.749265482150008 0.45824975300000009 0.56748300950000019 0.46097422230000007 0.57212358910000016 0.34482500525000009 0.33894194785000004 0.45995628875000011 0.39587138110000003 0.60710757165000018 0.48616807880000007 0.61797550970000004 40.408647214050006 42.720329370750001 0.34536391125000004 0.47673722340000008 0.53499895210000015 0.52324780695000006 40.300545846000013 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 15 3 -2 5 -5 7 26 28 14 11 -11 -13 -14 -10 16 17 18 -1 20 -12 -21 -17 24 25 -24 -6 -3 -8 -30
right_child=2 27 -4 4 6 -7 8 -9 9 10 19 12 13 -15 -16 22 -18 -19 -20 21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0030804404728646388 -0.0020443749680750015 0.0012300085346571925 -0.0030150249232139179 0.0033053314532775261 9.0635729957502621e-05 -0.0021106815166632535 -0.0052435665091979241 0.0014019100590898445 0.0018072659019681778 -0.0049776792793032416 0.002036937689935596 0.0029040891578861667 0.0030854051596226773 -0.0027651362960071841 -0.00068072890490661342 -0.0047077060043355318 0.0015121671489488203 -0.0052543827996920783 -1.3751086281294291e-05 0.0049605745442995366 -0.004840762364277976 -0.0010024466976270414 -0.0046914263477057551 -0.0027350467436101583 0.0018177781144389127 0.0012008223569822869 -0.0057505030802943438 -0.00043811271956734266 0.0022004630900461526 -0.0037492527873592089
leaf_weight=8.253393102437256 39.352337472140789 310.72611099109054 18.855544153600931 3.4410043358802787 3.5459077581763259 30.441550005227327 4.3399706184864071 63.814054757356644 33.973050102591515 5.6352269090712062 7.7919445335865039 5.0115913301706341 3.5371608883142498 20.513003945350647 16.235256779938936 5.1249106507748357 27.476647924631834 3.7238601595163336 40.206244574859738 7.5573428422212583 5.8910405933856964 7.0180716440081596 6.0439600124955195 14.343083065003155 10.343143206089733 5.3893201798200607 2.8851516842842102 19.58044982329011 6.3817824721336391 9.6339005604386312
leaf_count=188 449 1134 554 9 20 354 35 211 107 52 27 16 15 214 110 80 106 32 249 14 61 35 93 160 46 19 24 96 20 103
internal_value=0.000201073 0.000671938 -0.000517047 -0.000347008 -6.59388e-05 -0.00156065 0.000182606 0.00104195 -0.000269499 7.82115e-05 -0.000659131 -0.0017092 -0.00107542 -0.00190467 0.00100275 -0.000582538 -5.01414e-05 -0.000872758 -0.000536054 0.000630188 -0.000924171 0.00208938 -0.00161082 -0.00117141 -0.000141513 -0.00191399 -0.00252986 0.00113112 -0.00220253 -0.00137846
internal_weight=747.066 451.211 295.855 276.999 237.647 33.8826 203.764 70.2451 133.519 113.164 62.9554 34.697 29.0618 24.0502 50.2083 120.905 79.6601 52.1835 48.4596 28.2584 13.683 14.5754 41.2444 36.1195 21.7764 11.4333 6.43106 330.307 20.3557 16.0157
internal_count=4633 2203 2430 1876 1427 363 1064 255 809 651 434 297 245 229 217 973 575 469 437 137 88 49 398 318 158 112 44 1230 158 123
is_linear=0
shrinkage=0.00368326


Tree=166
num_leaves=31
num_cat=0
split_feature=1 2 0 0 1 1 1 2 2 0 1 0 0 1 1 0 2 0 1 2 2 2 2 1 2 0 2 2 0 2
split_gain=4.39661 3.21779 3.71477 6.86982 4.87644 5.64586 3.61125 3.57829 6.24271 5.10938 4.70833 5.48074 5.30127 3.77501 3.71104 4.15722 3.64203 3.33933 8.24814 3.33224 3.12912 3.02187 2.99781 2.97324 3.51447 4.78558 2.94485 2.86559 3.62663 2.76747
threshold=0.50056884525000012 49.247968080500009 0.39672464895000009 0.47648274005000008 0.48522499325000007 0.48616807880000007 0.49585341755000006 47.927946529500012 45.700098835450007 0.43572048740000008 0.39078171310000004 0.53634621715000008 0.54504356155000011 0.37447980600000008 0.43540612555000008 0.55980359870000018 42.081757894750005 0.4413939702500001 0.33400197600000009 36.377496227400009 48.109449608500007 35.476804824450006 45.044778924400006 0.32737043805000005 41.559097512700014 0.3733870243500001 39.571921479100006 50.666627092000006 0.68131193680000013 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 7 -3 -4 -5 -6 -7 8 9 23 17 19 21 -10 16 -16 -14 -11 -19 -12 -9 -13 -2 24 29 -26 -23 28 -24 -1
right_child=22 2 3 4 5 6 -8 20 13 10 11 12 14 -15 15 -17 -18 18 -20 -21 -22 26 27 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0047257310828159428 -0.015859815979611811 -0.023145066411722617 0.017903544067474998 -0.014844799627488012 0.01616539576529236 -0.018041923395142691 0.0079174128761616471 0.016294992402397214 -0.019023091056037198 0.013609688897414754 -0.020444991522133051 0.01963365771555689 -0.0038068944137070928 -0.0038542517532477254 0.008263871543214573 -0.0010599390897201668 -0.019846993586549289 -0.016736327189084271 0.0023554250221852601 -0.0043136901923314219 0.0035626541164542366 -0.0036083531707579537 0.008808779921441072 -0.017559375109789978 0.014085610171026861 -0.018517362577737149 0.0058609612675287869 -0.018422523598085612 -0.016973850732693599 0.012666313999903282
leaf_weight=4.9791767038404959 6.3342486871406427 2.400146126747134 3.1800404191017178 8.7585729109123367 3.6174115538597089 3.4903512224555016 1.9944065213203428 5.752006188035014 5.3470309935510185 6.0168161094188681 3.2759165391325942 3.0573436468839637 26.43262213841081 14.217739455401896 13.510680291801689 70.038480480201542 3.8396329395472995 5.4492208808660498 325.29817952029407 40.876734906807542 22.275043420493603 9.8937390074133855 5.328074809163807 4.6530495416373006 1.333913356065749 5.3147017220035195 36.376916326582432 1.975123483687639 1.7057986445724962 3.8365014344453812
leaf_count=83 480 18 11 160 8 50 7 16 97 22 33 7 173 107 45 624 43 51 1422 423 92 44 36 169 16 148 121 44 52 31
internal_value=0.00039321 0.000589836 -0.00500586 -0.0029367 -0.00664723 0.00124089 -0.00860241 0.000804242 0.000546345 0.000842712 0.00112433 -0.000700391 0.000601369 -0.00799988 -0.00122488 0.000447808 -0.00584137 0.00224757 0.00204088 -0.00551056 0.00617572 0.00481533 -0.00774718 -0.00677355 -0.0035282 -0.0119762 0.0038362 -0.00204317 0.00255618 0.00284313
internal_weight=650.56 635.216 23.4409 21.0408 17.8607 9.10217 5.48476 611.775 583.748 564.184 544.066 207.302 163.149 19.5648 113.821 83.5492 30.2723 336.764 330.747 44.1527 28.027 49.328 15.3432 20.1173 15.4643 6.64862 46.2707 9.009 7.03387 8.81568
internal_count=4633 4021 254 236 225 65 57 3767 3659 3455 3008 1513 1057 204 885 669 216 1495 1473 456 108 172 612 447 278 164 165 132 88 114
is_linear=0
shrinkage=0.0153896


Tree=167
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 1 0 1 2 0 2 2 2 1 1 2 2 1 1 1 0 0 2 2 2 0 1 1 0
split_gain=3.85029 3.98574 4.08185 6.13523 4.13513 4.19213 5.94434 13.8577 4.12761 3.30366 5.68936 3.02726 2.62261 3.68786 3.97838 5.32107 4.26563 3.17134 2.61084 2.51056 4.09167 3.4131 4.63356 2.5088 2.49204 3.06004 2.47835 3.52738 3.91924 4.15774
threshold=0.4529056016000001 0.56065686655000013 0.5641597557000001 41.772405911750006 0.57927906350000014 0.62071494865000021 0.48616807880000007 0.61400856260000014 0.48814406755000012 44.202975721700007 0.41973294215000007 43.895345911700005 50.427417695700008 47.927946529500012 0.4172030777500001 0.3584174126500001 45.205561619650005 44.749265482150008 0.43837010870000009 0.46280051495000007 0.46636328255000009 0.62143349005000015 0.63528038085000016 48.96897326980001 48.823707093150006 48.393869453650005 0.57670429030000014 0.44618424600000006 0.43967246490000006 0.56748300950000019
decision_type=2 2 2 2 2 2 2 2 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 19 -5 6 -6 -8 -7 10 -1 26 13 14 15 16 17 -11 -16 -4 -21 -22 -23 24 25 -15 27 28 29 -12
right_child=1 2 3 4 5 8 7 -9 -10 12 11 -13 -14 23 18 -17 -18 -19 -20 20 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.01896759087438878 -0.039888678350121651 0.014970739122952437 -0.031141139714285986 -0.028509012486985365 0.017172756076897184 -0.040247317909207901 -0.03039058877593661 0.027568447508252446 -0.0035148814238135794 -0.0061345254929526111 0.0016579417899041118 0.013765547013708676 -0.02769041675907527 0.016701671029395515 0.022222970301198703 -0.023573605852092814 -0.029721782087395173 0.021752676221676683 -0.0078147420463982528 0.018159933263581909 -0.029257102426047878 0.020794519070942402 -0.026206498817844041 -0.0046600838265658017 0.02004369927072663 -0.011252184522505388 -0.016301610490196294 0.013258313832342144 -0.020122134180587305 0.019453006852885962
leaf_weight=8.0221906979568285 1.9852722957730282 6.5725514292716971 5.7944156723096993 3.093450926244258 15.946883082389833 2.2835843637585631 6.4142082296311838 4.3578040553256869 12.229120877571402 6.0022974926978367 442.70062832534313 14.130852896720169 2.788052541203796 4.4383224062621647 3.8241411559283724 14.183242743834851 2.6708892695605746 4.4792434833943844 3.4733863268047571 2.4195073358714572 6.8389777913689596 2.672172699123621 2.6061126785352826 13.982522515580056 7.9013070613145819 5.5353203266859055 4.61592824012041 17.36901843547821 5.0990484412759534 8.4159108921885473
leaf_count=344 20 27 85 64 64 19 130 21 249 36 2197 54 105 17 30 247 40 21 21 17 192 56 227 90 26 27 82 52 36 37
internal_value=0.000576973 -0.00483711 -0.00386017 -0.0057744 -0.000542019 0.00155624 0.00745009 -0.00694333 -0.00929476 0.00127284 0.00198355 0.00232494 -0.00386016 -0.00286092 -0.0085259 -0.0129179 -0.00142706 0.00578296 0.00792599 -0.0171818 -0.0116175 -0.0175633 -0.00241187 0.00329765 0.00952251 0.00118743 0.00198686 0.00216512 0.00174278 0.00198992
internal_weight=642.846 73.2141 71.2288 64.6562 44.3251 41.2316 26.7189 10.772 14.5127 569.632 500.354 492.331 69.2787 66.4907 34.6332 27.3357 13.1524 10.4815 7.29753 20.3312 14.5368 12.1173 5.27829 31.8575 17.8749 9.97364 478.201 473.585 456.216 451.117
internal_count=4633 1171 1151 1124 547 483 215 151 268 3462 2802 2458 660 555 395 344 97 57 51 577 492 475 283 160 70 44 2404 2322 2270 2234
is_linear=0
shrinkage=0.0250803


Tree=168
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 2 1 1 0 2 2 2 2 1 1 1 0 0 1 0 0 1 2 2 2 0 0 0 2 2
split_gain=3.52322 6.1952 4.17067 3.41953 5.04391 4.72195 4.28008 6.28193 4.0388 4.81009 3.23256 3.90656 3.12514 3.84606 2.51894 7.21336 2.60814 2.45046 3.90119 3.88709 4.71189 2.57234 4.86506 9.32813 6.18007 5.68676 6.71268 4.96366 4.70027 3.34824
threshold=0.39170982905000007 0.39394030120000006 0.47736594710000008 0.39563186730000005 0.53634621715000008 43.61821939175001 0.39814676205000005 0.41861022125000008 0.54504356155000011 36.772607578000013 42.620627117000005 41.542492784600007 44.701063782750005 0.41461333495000008 0.40437412050000004 0.41917906650000009 0.68131193680000013 0.47757552170000012 0.34512439750000007 0.47943175355000006 0.47847369840000004 0.3584174126500001 42.154118731400011 42.684965421050009 42.686561923500008 0.48588365620000007 0.48001556840000009 0.48271009850000007 42.982930821650008 36.558960102350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -7 12 10 -10 11 -6 -8 -14 -11 -16 -17 -4 19 20 -19 22 25 27 -25 26 -20 -24 -26 -23
right_child=1 3 17 4 8 6 7 -9 9 14 -12 -13 13 -15 15 16 -18 18 21 -21 -22 29 23 24 28 -27 -28 -29 -30 -31
leaf_value=-0.0016491281333785653 -0.021818702995799206 0.0095198885265608737 0.014615611400340692 -0.01532625483321079 0.0023355749910050566 -0.020638650222316139 0.026940441853566581 -0.016526762889451155 -0.015404728219695182 0.01772100080854206 -0.007817315735991941 0.014605408759405287 -0.010480931407423301 0.022720785992281292 -0.025514448876957366 -0.00022966102242364688 -0.020262202792531575 -0.0022540112965134208 0.01133118347565591 0.0010294282458126445 -0.026841205279756579 0.0072068041433028997 -0.027594912687316373 0.019794639992922743 -0.010944846661347422 0.014879118966874948 -0.0018673876520977903 -0.0039696737063352021 0.0054215496583510979 -0.00073547189009748304
leaf_weight=107.44500614795834 5.113621709868311 10.547261914238332 5.9535564929246894 16.497600454837087 27.746566191315651 3.0569703616201869 3.4184620380401594 3.6012599859386674 8.6515729613602144 2.4927957197651258 6.5471522361040106 13.64687145501375 2.8850583545863628 2.1439654529094696 4.2137378221377721 134.06342307850718 2.3309826110489658 6.5588604584336263 25.761670053005219 21.70989216119051 4.7287095636129379 24.229312151670456 5.1072037965059272 8.0377390384674055 8.1488425955176336 27.229106366634369 28.737793989479542 8.1186200454831106 25.68147262185812 82.174006380140781
leaf_count=993 91 51 18 180 102 89 7 92 324 28 33 40 42 6 45 1183 117 27 85 83 32 81 46 56 42 105 115 33 96 391
internal_value=0.000386886 -0.00136761 0.00149895 -0.000935181 -0.00141194 -0.00838159 -0.00079702 0.00423714 -0.000308926 -0.00180973 0.00444177 0.00638078 0.013089 0.00367357 -0.000987809 -0.00131949 -0.000572017 0.00269765 0.00244078 -0.00361722 -0.0125543 0.00326264 0.00496541 0.000653223 0.00499545 0.00787229 0.00437152 -0.0130927 0.00147931 0.00107308
internal_weight=636.579 246.957 389.622 241.844 231.296 31.6033 15.1057 12.0487 199.693 151.753 47.9406 41.3934 8.44749 5.02902 143.101 140.608 136.394 282.177 276.223 32.9975 11.2876 243.226 136.822 55.0939 41.8681 81.7286 54.4995 13.2258 33.8303 106.403
internal_count=4633 2430 2203 2339 2288 416 236 147 1872 1697 175 142 55 48 1373 1345 1300 1210 1192 142 59 1050 578 273 194 305 200 79 138 472
is_linear=0
shrinkage=0.0187757


Tree=169
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 2 0 0 0 0 2 0 0 2 1 1 0 1 1 0 2 0 1 1 2 1 2 0 2
split_gain=13.1944 13.4012 6.31106 7.40754 9.69927 5.47007 4.71778 6.98308 6.70661 4.97435 4.73802 4.62351 7.47118 8.61571 4.34527 4.33554 4.76131 4.55077 4.20199 4.82585 4.19162 4.99049 3.94131 6.31674 4.36672 4.91785 4.32279 5.6519 5.31493 6.6572
threshold=0.39078171310000004 0.47880302985000006 0.50634711535000021 0.5380527529500001 0.54504356155000011 44.279556297950009 41.873095646600007 0.47787491390000009 0.41973294215000007 0.47774018740000007 0.47847369840000004 48.109449608500007 0.45798030000000006 0.47568935060000012 36.772607578000013 0.43584024430000007 0.43837010870000009 0.56974342085000018 0.3447651268000001 0.35799826355000003 0.47673722340000008 42.783136484500005 0.5641597557000001 0.44844465735000011 0.45107930900000009 39.476991512000005 0.4529056016000001 44.749265482150008 0.58035687555000015 47.309807198350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 -3 8 9 -1 11 -10 12 -8 18 -6 -16 17 -17 -14 -20 -15 -22 24 -24 -18 -26 28 -28 -25 -30
right_child=2 5 -4 4 14 -7 7 -9 10 -11 -12 -13 13 20 15 16 22 -19 19 -21 21 -23 23 26 25 -27 27 -29 29 -31
leaf_value=-0.0035540810366521793 -0.0018167435135086696 0.0015116954352945708 -0.0034182071503731618 0.0017740958471303421 -0.0033224133462724471 -0.0015205485215231431 -0.004605806730460342 -0.0067756240515038976 0.0012348934395363057 0.0042965162328329172 -0.0028981682813066494 0.00086571556224754082 0.0043558319262511531 -0.0061494279113120005 -0.0018172569653507507 0.00048016299884342612 0.0036835647818738325 0.0057035536725476956 -0.0034543287399856535 0.0038158033758474495 0.0015131603852625148 -0.0040034160712771553 -0.004437527150445722 0.0044754989581273306 0.0029764183784709202 -0.0032387865306022934 -0.0022377720860485518 0.00071534210066102422 -0.0062391151080397238 0.0036029067005704557
leaf_weight=8.0812895502895099 59.257838366553187 259.6099311336875 15.373176884837447 51.488313693553209 11.093101765029131 13.346762131899593 14.588117342442272 4.4318274408578864 68.146047066897154 3.8644712567329398 6.4810833036899558 18.728129498660564 7.5684665739536277 5.4697175957262543 32.339936146512628 9.0630319416522962 10.166866958141329 5.8601002879440776 4.701110012829302 3.3268406465649605 6.6665396019816381 7.3641056343913078 8.7793524302542192 8.0047663599252683 4.8386205807328206 6.193633034825325 29.533052261918783 26.00477696955204 2.9295262917876235 2.9362042620778084
leaf_count=236 570 934 554 173 217 88 273 38 278 10 33 75 22 59 236 36 27 15 40 11 26 47 80 19 15 37 310 132 33 9
internal_value=0.000233945 0.000741941 -0.000539826 -0.000375016 3.33062e-05 0.00136343 -0.000322175 -0.0011473 0.000443102 -0.000802191 0.000875953 -0.0010902 -0.00182746 -0.000672635 -0.000534899 -0.000324041 9.84109e-05 0.00253131 0.00188648 -0.000441534 -0.00271942 -0.00138226 -0.000266894 -0.000745872 0.0014997 -0.000512869 -0.00027892 -0.00085502 0.0020278 -0.0013125
internal_weight=716.237 432.374 283.862 268.489 209.231 272.957 159.418 76.7093 82.7084 72.2775 74.6271 68.413 49.6849 35.0968 157.743 146.65 114.31 14.9231 15.5964 8.02795 19.5004 14.0306 99.3868 78.1877 21.1991 11.0323 69.4083 55.5378 13.8705 5.86573
internal_count=4633 2170 2463 1909 1339 1022 1148 601 547 563 311 553 478 205 1166 949 713 51 73 51 132 73 662 583 79 52 503 442 61 42
is_linear=0
shrinkage=0.00461923


Tree=170
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 1 2 0 0 0 2 2 0 1 1 1 2 1 1 2 2 1 1 1 1 1 0 2 2 0
split_gain=17.8887 16.1411 7.561 8.17346 5.30264 6.58532 6.40727 7.7328 6.30998 5.07193 4.91501 5.59947 4.59897 10.896 7.10745 5.25913 6.13058 5.0005 9.77407 8.6033 5.682 5.5876 5.0965 4.53671 6.75862 5.17716 5.64557 4.56807 4.39388 4.35957
threshold=0.39170982905000007 0.47721625100000004 0.39394030120000006 0.50056884525000012 38.238138001450004 0.3975479776000001 42.670715716450012 0.58887458460000019 0.58887458460000019 0.62143349005000015 40.806664626150003 40.890797847750008 0.50730517050000012 0.37644082515000005 0.36994401365000007 0.34575312120000007 39.476991512000005 0.34545372890000009 0.34542378970000004 41.873095646600007 42.844429421150004 0.34515433670000012 0.34491482290000003 0.34482500525000009 0.33894194785000004 0.32467590790000006 0.42615490555000007 37.572218886150004 40.408647214050006 0.58035687555000015
decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 8 29 10 -9 -6 -12 15 14 -14 16 -3 18 19 21 -21 22 -18 24 25 26 -1 -27 -25 -8
right_child=2 12 3 -5 6 -7 7 9 -10 -11 11 -13 13 -15 -16 -17 17 -19 -20 20 -22 -23 -24 28 -26 27 -28 -29 -30 -31
leaf_value=-0.0009686063299769518 -0.0044451773798012614 0.0037039719111004159 0.0017501776621400757 -0.0025553103347769998 -6.7568426400225947e-05 -0.0022070214068271223 -0.0012632501730902052 0.0017417623883747898 -0.0025479036897174826 -0.0024447029739417254 0.0041378160182429184 0.00095947714480250487 9.5102516925816847e-05 0.0010279000494491466 -0.0047957670719488621 0.001776840760026069 0.0012326520265311617 -0.00097860148960050549 0.0045666847704524229 -0.0037856309406712578 8.7326108193441304e-05 0.0027026554949666922 -0.0021831631280121596 -0.0047059559980282368 0.0014848778019371325 -5.1081392318218162e-05 0.0021925346450071474 -0.004938263703161346 -0.0010422412025827374 -0.0049288869496626883
leaf_weight=30.497812986373901 6.523362696170806 8.6813282370567304 7.0042689964175215 22.548153027892113 62.706632561981678 31.885153975337744 52.92544605769217 19.705535937100652 8.8545117080211622 4.943128138780593 8.6965056061744672 58.407568983733654 7.9333226419985321 56.553851947188377 8.3052527830004674 146.1586843803525 20.187783978879455 24.786793746054173 8.9225557595491392 8.7581920623779315 12.6364289522171 21.901756547391415 8.4664681702852231 5.1192126888781777 27.773366168141365 4.2872165571898204 10.327635973691939 6.6831013709306717 35.257550168782473 4.8354026339948168
leaf_count=334 91 21 32 612 302 361 519 85 85 30 21 237 42 209 60 505 65 106 22 51 50 59 40 80 106 40 32 63 318 55
internal_value=0.000206494 0.000664613 -0.000511885 -0.000421063 -0.000235948 -0.0014943 -1.45902e-05 -0.000830649 0.000470398 0.000902194 0.000676279 0.00137138 0.00108297 0.000261787 -0.00240634 0.00131243 0.00071879 0.000473519 0.000918579 0.00046618 -0.00149812 0.00129745 0.000223382 -0.000497859 1.40942e-05 -0.000774553 -0.000168931 -0.00302835 -0.00150675 -0.00157012
internal_weight=742.274 453.238 289.036 282.512 259.964 38.8894 221.075 82.4095 138.665 24.6487 129.811 67.1041 333.292 72.7924 16.2386 260.5 114.341 105.66 80.8732 71.9506 21.3946 50.556 28.6543 119.946 79.5691 51.7958 40.8254 10.9703 40.3768 57.7608
internal_count=4633 2203 2430 2339 1727 393 1334 689 645 115 560 258 1230 311 102 919 414 393 287 265 101 164 105 973 575 469 366 103 398 574
is_linear=0
shrinkage=0.00369538


Tree=171
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 1 1 2 1 1 0 0 0 1 1 2 2 2 0 0 0 2 0 1 1 1 1 1 1 2
split_gain=3.52824 4.93482 4.85883 5.67098 3.19449 5.37181 5.11879 3.28241 4.08508 5.92373 4.35855 4.84444 7.32371 6.44584 3.72734 3.36957 3.47125 3.36331 3.29158 8.34184 3.26276 3.4969 2.80736 2.761 2.70306 5.76608 2.68982 5.01338 5.25428 4.24593
threshold=0.5485614203000001 0.43540612555000008 0.43593006200000012 36.772607578000013 42.154118731400011 0.42111014640000005 0.4172030777500001 42.431220712750012 0.39170982905000007 0.39814676205000005 0.48104847160000008 0.48389269780000005 0.49588335680000006 0.3475943834000001 0.39500314360000005 43.477771593600004 42.91168285345001 43.61821939175001 0.53312775065000018 0.50913146310000013 0.41973294215000007 41.243661560350013 0.54284302865000023 0.36042334060000009 0.32467590790000006 0.33400197600000009 0.41917906650000009 0.40272746325000003 0.41625999220000004 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=4 -2 -3 -4 20 6 7 14 10 -10 15 -12 13 -13 -6 16 -9 -14 19 -19 21 -1 -7 -17 -22 -26 27 -27 -29 -28
right_child=1 2 3 -5 5 22 -8 8 9 -11 11 12 17 -15 -16 23 -18 18 -20 -21 24 -23 -24 -25 25 26 29 28 -30 -31
leaf_value=-0.017514614499927125 -0.0086539333255374468 0.024305617465158198 -0.018079068625891467 -0.00018130592711584171 -0.012602392657332226 -0.023223893581843937 0.015628473144976202 -0.0018836823791592732 -0.020048192984016833 0.00042294773292258342 0.01127335430013985 -0.0017484871617158156 0.011472798393765908 -0.027332368730485113 0.0080168651079383264 -0.00045253019831000539 -0.014616090031862311 0.0079215158722151721 0.012565579631666898 -0.022641901369755246 0.011345832632741666 0.013401316772918535 0.0021952408729413613 0.013747352374964154 -0.016582287523936142 0.0023378520027907976 0.0031797884360329075 -0.019642626413248588 0.00038891873765281316 0.017802378593954456
leaf_weight=4.4416543715633443 25.144823986105621 2.1606514472514382 5.1662025186233214 112.03127374872565 11.644845098257063 4.3955170065164557 5.4987204149365416 15.662145697511734 6.633192433044317 9.7231581229716522 18.852421343326569 9.5425084829330427 14.578881144523622 3.8576932922005644 3.095751777291297 40.792944590561092 9.6552748717367631 5.8803609013557416 4.183765545487403 4.3220356851816177 8.888850621879099 1.3250569151714442 1.6734523847699163 4.2143072187900534 4.586917780339717 255.11560746096075 19.847784042358402 6.0289915800094596 9.2675779424607736 7.6837932579219332
leaf_count=217 239 7 281 1151 88 108 15 112 148 69 96 40 49 27 12 306 122 21 13 56 25 33 7 19 43 1147 75 49 36 22
internal_value=0.000364828 -0.00192936 -0.00051271 -0.00097026 0.00103947 -0.000777618 -0.000220409 -0.000756249 -7.17407e-06 -0.00787897 0.000971627 0.00423014 0.00109593 -0.00911366 -0.00827203 -0.00186491 -0.00673943 0.00581923 8.99271e-05 -0.00502605 0.00203747 -0.0104108 -0.0162148 0.000877093 0.00226798 0.00200126 0.00228736 0.00178099 -0.00750632 0.00726081
internal_weight=635.896 144.503 119.358 117.197 491.393 174.207 168.138 162.639 147.899 16.3564 131.542 61.2177 42.3652 13.4002 14.7406 70.3247 25.3174 28.965 14.3862 10.2024 317.186 5.76671 6.06897 45.0073 311.42 302.531 297.944 270.412 15.2966 27.5316
internal_count=4633 1678 1439 1432 2955 1308 1193 1178 1078 217 861 302 206 67 100 559 234 139 90 77 1647 250 115 325 1397 1372 1329 1232 85 97
is_linear=0
shrinkage=0.0167019


Tree=172
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 1 1 0 0 1 2 0 0 2 2 2 1 0 1 0 0 2 0 1 2 0 2 2 2
split_gain=3.32726 3.85507 7.71854 4.76869 3.58081 5.83119 4.40762 5.3816 8.2126 4.31535 6.14802 3.86249 4.71437 4.18401 4.01476 5.35627 4.98037 3.51325 3.15484 3.06599 7.42462 2.98288 4.59661 4.04101 3.94854 3.43172 4.77088 5.06229 4.52629 10.7499
threshold=49.247968080500009 47.927946529500012 0.4985778869000001 0.43572048740000008 0.3584174126500001 0.49588335680000006 0.35696536035000009 0.34900152690000003 0.48032993025000009 0.4413939702500001 0.33400197600000009 37.995872310650007 0.47938684470000009 0.47943175355000006 41.257948413050009 42.684965421050009 42.720329370750001 0.3621298763500001 0.48588365620000007 0.34569324270000007 0.48185683060000012 0.47787491390000009 40.518963363600001 0.47736594710000008 0.34566330350000002 41.16018805045001 0.47550971530000002 41.909642283050012 42.546237522150008 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 2 3 -1 5 6 7 9 -9 -5 -11 -12 21 -14 18 19 -17 -6 -15 20 -16 23 -23 25 -24 -13 -27 -28 -29 -30
right_child=-2 -3 -4 4 17 -7 -8 8 -10 10 11 12 13 14 15 16 -18 -19 -20 -21 -22 22 24 -25 -26 26 27 28 29 -31
leaf_value=-0.0081568365402003365 -0.0060173199348087583 0.0069260783720758523 -0.01643537382934316 0.017975629954589869 -0.011217132858607981 0.013207860938551121 0.01561050074776203 0.005032706285547789 -0.031647171187576435 -0.017701196752673783 0.014589416850572771 -0.011154954235918953 0.019907776575679884 0.0045277268800445461 -0.029363035611313204 0.01889173059670185 0.0019021577444986583 -5.968619973037413e-05 0.016223765020886079 0.0011759780123807954 -0.0027161697127543304 0.0024772050888027561 -0.020402881801076845 0.0085072611892806869 0.00038457665989752185 0.011939681496171042 0.0083964475262688215 -0.026847762569374389 0.024974543815763854 -0.014589099378932041
leaf_weight=19.676637760363519 25.51461351942271 29.965451907366514 8.8138827537186426 5.2730854004621497 9.4510921090841276 15.561822175979612 7.2484832853078833 3.9773336313664904 3.9501518458127975 5.2917511574923983 7.5834006071090689 10.903730213642119 5.0869135260581961 25.225626662373543 4.6193068102002171 7.2563852071762112 24.571021690964699 300.30400538165122 10.648335017263888 15.826457239687441 12.807892508804796 9.3378491476178187 9.4747709035873395 14.747810229659079 4.3191453181207171 8.6805304028093833 7.4516473859548595 3.7721680998802176 3.0356276072561732 8.3991575837135297
leaf_count=464 330 131 531 16 108 60 33 21 25 55 25 57 22 92 33 56 93 1973 40 61 52 32 64 50 24 39 23 35 7 81
internal_value=0.000356158 0.00062572 0.000296409 0.00055766 0.0008724 0.00254935 0.00179366 0.00132179 -0.0132443 0.00188696 0.00146073 0.00198409 0.00147061 0.00396305 0.00315963 0.000491847 0.00577564 -0.000400117 0.00799942 -0.00456532 -0.00977927 -0.00182812 -0.00728521 0.000386835 -0.0138939 -0.00244816 0.000581163 -0.0037703 -0.00973219 -0.00408602
internal_weight=628.776 603.261 573.296 564.482 544.806 235.05 219.489 212.24 7.92749 204.313 199.04 193.748 186.164 106.042 100.955 65.0811 31.8274 309.755 35.874 33.2537 17.4272 80.1224 23.1318 56.9907 13.7939 42.2429 31.3391 22.6586 15.207 11.4348
internal_count=4633 4303 4172 3641 3177 1096 1036 1003 46 957 941 886 861 449 427 295 149 2081 132 146 85 412 120 292 88 242 185 146 123 88
is_linear=0
shrinkage=0.0180187


Tree=173
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 2 1 0 0 0 2 1 0 1 0 1 1 2 1 1 2 1 1 2 0 0 1 0 1 0
split_gain=13.1837 14.6361 6.76061 6.95825 8.38746 6.489 5.33052 5.70534 5.25995 5.20922 4.82434 5.50621 9.0188 5.22909 4.80469 4.79286 9.70492 4.42805 4.3138 6.11523 5.19093 6.31599 4.27234 6.90105 4.2495 4.22118 4.03548 3.93144 9.28246 5.61087
threshold=0.39078171310000004 0.47721625100000004 38.238138001450004 0.53017873715000008 0.4529056016000001 44.749265482150008 0.34482500525000009 0.47396784530000008 0.47500074850000013 0.52324780695000006 48.109449608500007 0.4172030777500001 0.53998383280000006 0.40272746325000003 0.53447501570000011 0.39019789825000006 0.38906020780000011 40.408647214050006 0.48522499325000007 0.45824975300000009 43.521589032450009 0.46636328255000009 0.42111014640000005 41.542492784600007 0.58745247150000013 0.68131193680000013 0.30560462260000004 0.60710757165000018 0.48616807880000007 0.61797550970000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -2 -4 10 18 7 26 -9 15 11 12 14 -12 -5 16 -3 -8 19 -6 21 -21 23 -13 -23 27 -1 28 -7 -29
right_child=2 9 3 4 5 25 17 8 -10 -11 13 22 -14 -15 -16 -17 -18 -19 -20 20 -22 24 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0042933678196441488 -0.0019539054953742071 0.0012082038310745921 -0.0019425956337380391 -0.0024988828327374658 -0.0052909447168439025 0.0018493731177975795 -0.0052006701278765107 0.004471359683564183 -0.00038361674265076996 -0.0012350743523322485 0.00072036848773291849 0.000957658061239152 -0.0044031781605121207 -0.0054924953787350442 0.0017122025437265663 0.0039651271656309175 -0.0043873034922292222 -0.0012509995273687611 -0.0043914521162281735 0.0025431894580260814 -0.0046236267910396579 -0.0057844703644326576 0.00074898142045955478 0.0050073081099584098 -0.00013537524715960734 -0.0044857991960455292 -0.00021781273603327286 0.0043855518487364584 -0.0051006644473008053 -0.00010083897791299755
leaf_weight=4.2049939334392539 42.59004464186728 282.27174292504787 32.826802788302302 5.9353692419827047 5.271331354975703 7.4362573623657244 5.2819594275206319 8.0486599653959257 6.5145247913897029 14.841754633933304 4.5457605868577939 16.843629300594333 7.8240491300821295 4.2098227292299271 16.589720137417316 9.8033011779189092 5.0911874473094931 34.443841211497784 10.315992351621388 10.197448834776884 4.1139194741845122 3.1852289959788305 72.830978658050299 11.37376983463764 6.6004387475550175 2.8004756011068812 57.796220747753978 7.9804475381970432 5.3176686838269234 10.305487796664236
leaf_count=137 567 1073 400 40 52 27 80 19 33 75 42 59 61 50 56 23 26 318 352 43 67 28 309 27 52 69 386 30 64 68
internal_value=0.000186623 0.000633983 -0.000476149 -0.000220829 4.36822e-05 -0.00105505 -0.000582267 3.71848e-05 0.00229959 0.0010873 0.00062008 0.00081245 -0.000687911 -0.00226687 0.00060258 0.00120329 0.00110907 -0.00177615 -0.00215697 -0.00137209 -0.000514818 0.000331062 0.00126307 0.00258998 -0.00197415 0.000237169 -0.000494222 0.000663284 -0.0010484 0.00185714
internal_weight=717.393 428.298 289.095 246.505 213.678 73.5247 116.29 76.5644 14.5632 312.008 140.153 131.398 30.3491 8.75558 22.5251 297.166 287.363 39.7258 39.6844 29.3684 24.097 19.9831 101.048 28.2174 9.78567 33.8403 62.0012 31.0399 12.7539 18.2859
internal_count=4633 2170 2463 1896 1496 852 973 575 52 1197 644 552 157 92 96 1122 1099 398 594 242 190 123 395 86 80 258 523 189 91 98
is_linear=0
shrinkage=0.00401672


Tree=174
num_leaves=31
num_cat=0
split_feature=2 1 0 0 0 2 0 2 0 0 1 2 1 2 2 1 2 2 2 2 1 1 0 1 1 2 2 2 2 1
split_gain=3.28168 2.9619 4.3328 9.45443 4.90491 5.83806 3.93551 4.6841 3.89005 5.25959 7.71742 3.23526 6.48189 5.79474 4.76116 3.59323 4.81717 5.08725 7.47509 4.45291 8.30111 6.8832 3.80006 3.35825 8.67565 3.11386 3.0254 5.96816 5.12802 4.24307
threshold=31.914316944300001 0.37227927305000003 0.50291907430000016 0.5116313883000001 0.50035927070000008 38.621016321050007 0.4560492201000001 35.771221912400001 0.5116313883000001 0.50452082270000009 0.38334181610000007 40.148327922700012 0.34569324270000007 40.518963363600001 39.656620114300004 0.34569324270000007 42.720329370750001 42.684965421050009 42.206017975500011 43.219899330700009 0.34626208795000007 0.34626208795000007 0.48911709230000006 0.34545372890000009 0.34542378970000004 43.813842866750008 41.11191809080001 41.873095646600007 42.498713093000006 0.34527409360000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -4 5 6 7 -2 9 10 -3 12 14 -13 -7 23 17 18 -17 20 -18 -21 -20 24 26 -11 -15 -28 -29 -30
right_child=1 8 3 -5 -6 11 -8 -9 -10 25 -12 13 -14 15 -16 16 19 -19 22 21 -22 -23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.013264463096898332 0.0072485137429814106 0.013661234758013749 0.016173625161041785 -0.014690256108160037 -0.015537218309477706 0.0056533122716626036 0.011863850969049721 -0.023263331856933068 -0.00031184445073877723 -0.029304258139932943 -0.024802743819071011 0.012238346507932419 -0.024723786583955808 -0.0099799026683095281 -0.014454964676094707 0.0086920616483147448 0.0026214040449708373 0.021311161264773809 -0.025113707155930531 -0.021757396303869504 -0.042463346085520187 0.0076021162658375559 0.00089596218764849509 -0.0093708556064253778 0.02124831738206116 -0.0021941779921585245 0.0066250762323893722 -0.015735174829963516 0.00065248065903885505 -0.01768436897664134
leaf_weight=6.4724840209819368 5.4902157941833121 5.6065436229109782 18.173607364296917 4.6144812367856494 6.3474464416503897 13.31001374404878 29.765398308634758 2.8257602639496326 290.83968256041408 5.4911948442459098 2.9527691230177879 16.425423227250576 5.4105838872492305 14.082145734690128 6.4972925633192053 32.360680758953094 3.4051981344819096 7.9874013662338248 4.0552611574530584 3.7284610681235817 2.7268584482371807 14.381238395348189 4.282006062567234 17.684951044619083 6.5006929636001578 2.2004570085555315 30.154950166121125 11.015894883312283 45.390578391030431 5.2167515568435183
leaf_count=222 37 17 63 38 34 49 107 82 2446 53 56 60 35 148 34 131 15 58 33 25 30 110 16 100 24 17 120 101 326 46
internal_value=0.00037554 0.000518182 0.00184009 0.00992383 0.00120277 0.00157863 0.00859191 -0.00311938 -0.000824137 -0.00999252 0.000392033 0.000486823 -0.00604502 0.0012376 -0.000942706 0.000347373 0.00376865 0.00726082 0.0045033 -0.00324477 -0.0174273 0.00155752 -0.0117552 -0.00157121 -0.000343592 -0.0215485 -0.00166951 -0.000394393 -0.00382933 -0.00123774
internal_weight=625.396 618.924 311.833 22.7881 289.045 282.698 38.0814 8.31598 307.091 16.251 8.55931 244.616 25.2179 219.398 19.8073 202.973 72.9271 48.6853 40.6979 24.2418 6.13206 18.1097 8.33727 130.046 112.361 7.69165 105.86 91.7782 61.6232 50.6073
internal_count=4633 4411 1822 101 1721 1687 226 119 2589 143 73 1461 118 1343 83 1283 418 238 180 180 45 135 49 865 765 70 741 593 473 372
is_linear=0
shrinkage=0.0192558


Tree=175
num_leaves=31
num_cat=0
split_feature=1 2 2 2 1 1 2 1 0 1 2 0 0 0 1 1 0 1 2 2 1 0 0 1 1 0 2 2 2 0
split_gain=3.05413 2.78855 4.76776 2.51531 3.34937 5.13473 2.50544 4.16981 4.91568 2.47866 5.41645 2.27931 4.34796 3.71569 4.14533 7.03074 3.11743 3.10433 2.94335 3.41256 2.69434 7.0281 4.96971 3.1367 5.29334 5.7131 5.20922 5.84959 2.02161 4.66153
threshold=0.50634711535000021 48.109449608500007 48.914776625700007 31.914316944300001 0.38045268105000002 0.38772791230000009 35.119813570500007 0.34377713240000007 0.49820364660000011 0.40896979130000005 33.361153777850006 0.47396784530000008 0.47500074850000013 0.47673722340000008 0.35585760905000008 0.35027394390000005 0.47642286160000008 0.34518427590000006 48.823707093150006 48.96897326980001 0.31118828780000007 0.41160444300000004 0.3733870243500001 0.31753540315000006 0.32467590790000006 0.45798030000000006 42.123054668150012 39.065416244600009 41.976795488650005 0.48001556840000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 -5 -9 -10 -11 18 -13 16 15 28 17 -14 20 -20 22 -22 -8 -23 -25 -26 27 -27 -15 -30
right_child=1 2 -4 6 5 -7 11 8 9 10 -12 12 13 14 -16 -17 -18 -19 19 -21 21 23 -24 24 25 26 -28 -29 29 -31
leaf_value=-0.024844044511733377 -0.01775945021219567 0.01699738027299863 -0.018343990367042116 0.019086097279929822 0.022732589008413413 -0.019970055568790467 0.014262606776094169 -0.018262804858433433 0.010019531888516339 0.015511599192633681 -0.020301699254842983 0.012854987390633472 0.0051928526721177481 0.0034918515936168048 -0.00042449912677123403 0.015065115646477615 -0.025351990329696882 -0.013560264677425226 0.015192997876926748 -0.0028333181664348468 0.019374884063663184 -0.023186315551864019 -0.022375802801111767 0.0083679977616531852 -0.019731780162142071 0.0012090975768428358 0.00968761357735466 -0.027463950313255273 -0.0066163668883526998 0.0028791571099747661
leaf_weight=2.6870312304235986 5.2305954652838391 2.4318384975194931 2.0939880404621363 5.4959431290626553 1.6261234879493716 1.6952643874101339 1.3667850643396366 2.9496107008308199 11.91743850335479 2.2452159561216822 2.7935365401208401 8.5263133980333787 5.1088845394551736 95.610782518982887 323.41862894687802 12.872471757233141 2.6067774929106227 5.3021570257842541 5.1099834293127042 7.8520409464836121 3.6585117559880009 2.7688677050173274 5.4129175683483481 7.5646462254226234 8.1696021007373947 5.0703873112797719 6.5041772797703734 3.5765228196978569 23.234993532299995 44.28124101832509
leaf_count=81 468 15 71 21 3 83 16 27 39 21 61 32 27 373 2160 50 37 53 12 41 15 50 179 27 232 22 27 35 146 209
internal_value=0.000308149 -0.00922159 0.000645802 0.000460712 -0.0105927 0.000936799 0.000570774 0.00584796 0.00219295 0.00575132 -0.00434366 0.00033886 0.000695644 0.000493327 0.000729358 0.0028497 -0.0085618 -0.00435777 -0.00291892 0.00427315 -0.0050332 -0.00322414 -0.0149895 -0.00568085 -0.00411149 -0.00815952 -0.00191966 -0.0106506 0.00188577 -0.000388626
internal_weight=619.183 9.75642 4.52583 609.427 6.00842 3.32139 603.418 25.4017 19.9058 16.9562 5.03875 578.017 520.962 512.436 499.418 175.999 13.0178 10.411 57.0544 12.962 44.0924 37.3127 6.7797 33.6542 30.8853 23.3207 15.1511 8.64691 163.127 67.5162
internal_count=4633 554 86 4079 167 86 3912 169 148 121 82 3743 3087 3055 2938 778 117 80 656 53 603 408 195 393 343 316 84 57 728 355
is_linear=0
shrinkage=0.0171685


Tree=176
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 1 2 0 2 0 0 0 1 1 2 0 2 1 2 2 2 2 0 0 1 1 0 2 0
split_gain=14.2339 14.8973 7.45772 9.12457 5.61428 6.79215 5.7349 5.82478 5.36831 4.73492 4.71792 4.59257 4.46792 6.75925 4.89743 7.39847 5.4749 7.23394 4.67576 4.55573 4.31481 4.21054 3.99557 7.04024 9.61391 11.021 3.84903 6.20141 4.22142 3.64086
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.54504356155000011 0.50634711535000021 0.43540612555000008 0.43837010870000009 36.772607578000013 0.57161462230000015 44.578137159850009 0.51017933595000009 0.5380527529500001 0.5641597557000001 0.44844465735000011 0.4529056016000001 44.749265482150008 0.58035687555000015 47.309807198350008 0.45107930900000009 39.476991512000005 40.94178426300001 43.61821939175001 46.324972967950011 0.61797550970000004 0.60861950240000018 0.48616807880000007 0.3447651268000001 0.47076434840000009 40.408647214050006 0.39587138110000003
decision_type=2 2 2 2 2 2 2 2 2 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 11 5 -5 8 -8 -7 -3 -11 21 18 20 16 -16 -15 -18 -9 -20 -14 -4 -17 24 25 -24 27 29 -28 -1
right_child=2 9 3 4 -6 6 7 12 -10 10 -12 -13 13 14 15 22 17 -19 19 -21 -22 -23 23 -25 -26 -27 28 -29 -30 -31
leaf_value=-0.0031481462732424635 -0.0020150131345998074 0.0012234314005911389 -0.0024149683809788743 -0.0019273281608448217 -0.002952006260096748 0.00036494008657799273 -0.0043099990748503214 0.0032993530684794401 0.0048737860664687157 0.00075112803446635923 -0.0037162012225181625 0.0015732970792859471 0.00013354245513595985 0.0040023502157456861 -0.0020156004328596207 0.0042528832009679184 -0.0053163343959981265 0.0033209378114170732 0.0025217804050191852 -0.0025413297591147946 -0.0056446254385497515 0.0014443072287305225 0.0026787617907957631 -0.0041662422265000363 0.0051965822374579395 -0.0050052769401240519 -0.0049539047284696148 0.0022257790774466799 -0.0010515310753497883 -0.00021591298014160104
leaf_weight=7.5324377175420514 41.324255315586925 294.59187419340014 10.078534103929998 37.943597137928009 15.431088338606058 10.812914624810221 5.5015261759981504 10.614933431148531 6.5804983004927626 9.2251886352896673 6.0736090391874304 52.703141313046217 2.9643789716064912 8.1474899128079397 30.409335125237703 4.3885520547628429 2.9714825227856627 3.0381084457039833 4.8613840118050557 6.3486134633421898 6.1678630821406841 7.7453608810901633 6.3009649813175255 4.6514930054545394 6.2729681655764571 5.344341728836298 4.8751841606572262 15.232565738260744 36.053730376064777 50.825468201190233
leaf_count=188 479 1103 61 276 554 45 163 27 20 35 59 173 17 19 310 10 33 9 15 37 63 30 19 30 12 61 83 48 332 322
internal_value=0.000204743 0.000664277 -0.000466382 -0.000209657 -0.000682668 -0.000468253 -2.66836e-05 -0.000364533 0.00207078 0.00111256 -0.0010224 0.000989196 -0.000152729 -0.000580232 -0.000173092 -0.000684732 0.00190019 -0.000949819 0.00142717 -0.000345636 -0.003769 -0.000737923 0.000816506 0.000148323 0.00126836 -0.000847648 -0.000548777 -1.06368e-05 -0.00151636 -0.000594386
internal_weight=715.013 424.41 290.603 249.279 178.752 163.32 125.377 107.983 17.3934 309.891 15.2988 70.527 102.482 80.657 71.5247 57.3677 14.1571 6.00959 21.8249 11.21 9.13224 17.8239 26.9583 22.5698 17.9183 11.6453 114.519 73.5905 40.9289 58.3579
internal_count=4633 2170 2463 1984 1720 1166 890 825 65 1197 94 264 662 583 503 442 61 42 79 52 80 91 132 122 92 80 973 558 415 510
is_linear=0
shrinkage=0.003936


Tree=177
num_leaves=31
num_cat=0
split_feature=1 2 2 1 2 2 1 0 1 0 1 0 2 1 1 1 2 0 0 2 2 2 1 2 0 2 1 0 0 2
split_gain=2.83262 2.58758 4.02332 2.54709 2.3436 2.70162 2.72183 3.97303 2.32529 4.5913 3.06041 2.06004 3.19812 1.92795 4.9824 2.82125 3.81542 3.291 3.88581 3.25549 4.36548 4.4523 4.11248 9.6396 3.98931 3.16824 3.16433 3.12142 2.79213 4.2074
threshold=0.50634711535000021 48.109449608500007 48.914776625700007 0.30560462260000004 32.724174661450007 35.119813570500007 0.34377713240000007 0.49820364660000011 0.38045268105000002 0.53017873715000008 0.32012514595000008 0.55544744170000004 33.361153777850006 0.37227927305000003 0.36880632320000012 0.36510882910000009 39.198779702000003 0.47938684470000009 0.47943175355000006 41.257948413050009 42.684965421050009 42.686561923500008 0.35585760905000008 38.621016321050007 0.48458129995000004 39.571921479100006 0.34545372890000009 0.49405706415000006 0.5132031975000001 47.079243513300007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 -6 -8 10 -10 -5 -9 -13 14 15 17 -17 -7 -19 22 27 -22 24 -24 25 -20 -27 -21 29 -15
right_child=1 2 -4 4 5 13 7 11 9 -11 -12 12 -14 28 -16 16 -18 18 19 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.020482591939965378 -0.020291966914187658 0.016713208724557921 -0.020903458640716844 0.012276828854066639 0.020934291674730376 -0.00076495772739516182 -0.017834247428530514 0.011551726017738444 0.018583714635119944 -0.022793193330304953 -0.031168056788465608 0.018625535482856663 -0.022265593462005556 -0.012969241362493876 0.013910393253093437 0.00016653916160746797 -0.024306149102699244 0.021481517914036897 0.017160983144154918 -0.0063110631607822387 0.020466216512923442 0.0022566955490601432 0.0092219996681376006 -0.028133044152204661 0.017542528672942637 0.0072488237316690497 -0.0097015926761327923 0.010287387874699376 -0.00018138179905182321 0.012236934673849349
leaf_weight=2.2267286339774719 4.8823675429448468 2.5387850254774094 1.941969148814678 0.80525682680308763 4.5892167836427715 130.92396786157042 2.7429080111905959 12.12080183252692 2.2988819293677807 1.8918452141806481 2.8421066743321717 1.2102747606113546 1.9055406497791407 14.030400925315918 12.197301033884285 6.651185639202593 3.9172912612557411 4.5494205355644217 6.0185408666729954 34.191879130899906 6.1411423087120047 33.76755078881979 7.9981097802519781 4.0155052691698074 15.802684728056191 10.976618438959123 6.9672475084662429 5.029316507279872 268.07517671119422 3.1353508736938229
leaf_count=137 468 15 71 21 19 916 24 44 7 89 67 12 53 138 45 25 37 22 19 157 56 135 31 25 66 40 30 20 1831 13
internal_value=0.000352654 -0.0103849 0.000410059 0.000518278 0.000595599 0.000735918 0.00741222 0.00396076 -0.0100913 -9.53123e-05 -0.0215764 0.00788431 -0.00638227 0.000473594 0.00160557 0.00106365 -0.00890446 0.00145913 0.00360877 0.00298764 0.000478207 0.00505877 0.00682264 -0.00326378 0.0098699 0.00480996 0.000667313 -0.00418265 -0.000673888 -0.00836529
internal_weight=616.385 9.36312 4.48075 607.022 604.796 596.957 22.5687 17.9795 7.83809 4.19073 3.64736 15.2366 3.11582 574.389 289.148 276.95 10.5685 266.382 135.458 130.909 79.1299 39.9087 51.7787 12.0136 39.7651 23.9624 17.9439 39.2212 285.241 17.1658
internal_count=4633 554 86 4079 3942 3758 152 133 184 96 88 109 65 3606 1624 1579 62 1517 601 579 368 191 211 56 155 89 70 177 1982 151
is_linear=0
shrinkage=0.0196719


Tree=178
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 1 1 2 2 1 2 0 0 0 1 2 0 0 1 0 0 2 1 2 0 2 1 0 1 1
split_gain=2.5408 3.06618 6.0361 3.82456 6.08436 4.42551 5.45449 2.75318 6.65365 4.44171 4.27449 2.82268 2.61912 5.85577 2.5364 2.81929 3.96747 2.27073 2.18004 4.37111 3.2372 3.20911 3.03227 3.48442 3.29311 2.76445 4.0213 2.84267 2.47176 4.93015
threshold=49.247968080500009 0.39672464895000009 0.47648274005000008 0.55688452445000014 0.58035687555000015 0.4995808509000001 0.50491003265000012 47.74983977685001 45.700098835450007 0.49284452560000008 45.044778924400006 0.43572048740000008 0.4413939702500001 0.4560492201000001 0.32737043805000005 41.559097512700014 0.3733870243500001 0.58887458460000019 0.39078171310000004 0.53634621715000008 0.54504356155000011 36.377496227400009 0.43540612555000008 42.081757894750005 0.56065686655000013 40.806664626150003 0.43075057630000008 0.55131582885000008 0.43837010870000009 0.44512140355000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 8 9 11 -11 14 -13 -14 15 -1 -17 -9 -15 21 -21 -20 23 25 -24 26 27 -22 -26 -30
right_child=1 2 3 4 5 6 -8 17 -10 10 -12 12 13 18 -16 16 -18 -19 19 20 22 -23 24 -25 28 -27 -28 -29 29 -31
leaf_value=0.0050185406579521859 -0.03200710368997102 0.024437966800276024 -0.029653945397972531 0.014112749964433518 -0.02929703005534131 0.022416686635430297 -0.025908216641218236 0.0028527734068192179 -0.014113289410975073 -0.023784396925998531 0.034642745965154695 0.017447117008360779 -0.028777548831536989 0.0024906507216531102 -0.02550085001990518 0.017102331845939789 -0.02684656126505372 0.015481367546618132 -0.029502471325838591 0.0060962444089533276 0.0069910127441659359 -0.0053091678978074916 0.010815206757618698 -0.028345978514358227 0.009686677427864927 0.005584433403055815 -0.030900854342060181 -0.014245510804220124 -0.024880241167118761 -0.00068355083262394668
leaf_weight=7.8852985752746481 2.2301349192857769 3.2350627183914211 3.6998286405578282 5.9068592432886353 5.212462427094577 2.6694357097148895 2.1677351705729961 22.045621044933796 15.941067743115125 6.0099294367246321 0.71793471090495575 5.0662215054035178 3.3390810266137114 305.93346086330712 3.4333084584213784 1.3993566073477266 4.2389987306669354 10.897223711013792 3.0278757624328128 47.695122927427292 6.2691534645855516 38.691345199011266 15.141773927956818 3.5115299783647052 9.6153704077005369 9.2602928355336172 3.6307696197181931 6.6558314859867096 4.7144702784717074 50.63455147575587
leaf_count=114 18 11 100 49 73 8 71 102 219 515 2 22 46 1428 169 16 148 45 33 171 29 422 52 43 44 36 41 67 54 485
internal_value=0.000372024 -0.0066758 -0.00420796 -0.00892254 -0.00411556 -0.0148296 0.00076031 0.000674286 0.000295529 0.000723363 -0.0175496 0.000955258 0.00125544 0.001094 -0.0081294 -0.00371923 -0.0159391 0.00703021 0.0012916 -0.000553185 0.00117578 -0.00706506 -0.000968734 -0.0071948 0.00131069 -0.00431779 -0.0098565 -0.00394492 -0.00090461 -0.00274456
internal_weight=610.877 25.1215 22.8914 19.6563 15.9565 10.0496 4.83717 585.756 552.813 536.872 6.72786 530.144 513.187 508.121 16.957 13.5237 5.63836 32.9428 504.782 198.848 157.129 41.7192 109.434 29.3276 80.1062 25.816 16.5558 12.925 64.9644 55.349
internal_count=4633 330 312 301 201 152 79 4303 4156 3937 517 3420 2973 2951 447 278 164 147 2905 1477 1022 455 851 216 635 173 137 96 583 539
is_linear=0
shrinkage=0.0226314


Tree=179
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 0 1 1 0 2 2 2 1 1 2 2 1 2 0 1 1 0 2 0 0 2 1 0 2 0
split_gain=11.6966 12.442 6.06588 6.45931 6.16056 5.47479 13.0978 6.80478 4.45311 4.12257 4.07452 6.34689 5.27529 4.3959 5.22504 3.88498 5.68604 3.72738 9.19492 7.05954 6.81796 6.85574 4.64599 6.53441 9.1503 3.59482 3.22266 3.38087 4.97962 3.22008
threshold=0.39078171310000004 0.47880302985000006 0.52769378160000013 0.50634711535000021 40.300545846000013 0.50730517050000012 0.37644082515000005 0.36994401365000007 0.50291907430000016 44.202975721700007 31.914316944300001 37.995872310650007 0.34446573455000007 0.3298553935500001 35.771221912400001 38.238138001450004 0.3975479776000001 41.243661560350013 0.48368312325000012 0.34569324270000007 0.35331277505000008 0.48654231910000006 42.844429421150004 0.48185683060000012 0.47961138885000004 40.94178426300001 0.30560462260000004 0.47847369840000004 40.518963363600001 0.47943175355000006
decision_type=2 2 2 2 2 2 2 2 2 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 15 -2 8 7 -7 17 -6 -1 12 13 14 -12 16 -4 25 19 22 21 -20 23 24 -19 -3 -13 -28 -29 -21
right_child=2 5 3 -5 9 6 -8 -9 -10 -11 11 26 -14 -15 -16 -17 -18 18 20 29 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0046092480633739422 -0.0049706566308161115 0.0013462002952493615 0.0019295038723058753 -0.002729465722320796 0.0001580420909133322 -0.00021806608784854733 0.0010594882601052498 -0.005037752467032721 0.0029198190708656594 -0.0040034319631990197 0.0033143607813276954 -0.0039596196803584893 -0.0021727864878614634 0.0039576714887762593 -0.0045178759699289073 9.4219625378534413e-05 -0.0019742678372083747 0.00095014013243096651 -0.0025048265846038609 0.0045732414099987472 -0.0050438358315598513 0.00099530029876768416 0.0017979024054252586 0.0023677038890492219 -0.0064368586144980091 0.0032766549205591835 -0.00024359563329608209 0.0002893839586905706 -0.0057730986819371187 0.0020003714720766719
leaf_weight=2.9607761995866886 7.6247264556586769 66.080360256135464 6.3421067968010894 13.774830586276947 12.516334891319277 7.6401752494275597 50.046803615987301 8.6905912607908231 22.226768046617508 4.4890263229608527 2.5550688765943113 3.6196990925818673 3.8193976618349543 11.344346236437557 2.2001827210187912 200.50906013697386 28.227230197750032 4.2326225489377993 11.664302386343477 9.2801467329263669 4.5054567754268637 23.246462911367416 12.249479547142981 4.4502682611346236 5.1704803481698036 16.790171228349209 120.42111372202635 3.6695406883954993 3.8569799214601517 24.77810400724411
leaf_count=75 83 225 27 554 102 42 181 60 66 149 10 137 57 32 40 1185 363 16 56 25 28 81 39 12 36 48 753 13 31 107
internal_value=0.000176639 0.000563004 -0.000424488 -0.000249935 -0.00218811 0.00104389 0.000114148 -0.00278291 0.00134542 -0.000940492 -0.000280949 -0.000196353 0.00176348 0.0026973 -0.000309496 -0.000104642 -0.00125808 0.00115361 0.000667836 0.00158418 -0.000730781 -0.000174154 0.000126431 -0.00135152 -0.00311175 0.00173732 -0.000493067 -0.000394997 -0.00281735 0.00270142
internal_weight=698.983 425.499 273.483 248.853 24.6301 271.052 66.3776 16.3308 204.675 17.0054 154.447 151.486 19.919 16.0996 4.75525 235.078 34.5693 182.448 99.5773 60.1611 39.4162 34.9108 26.1029 13.8534 9.4031 82.8705 131.567 127.948 7.52652 34.0583
internal_count=4633 2170 2463 2129 334 1022 283 102 739 251 1148 1073 139 82 50 1575 390 673 400 235 165 137 103 64 52 273 934 797 44 132
is_linear=0
shrinkage=0.0037255


Tree=180
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 0 0 1 0 2 0 1 1 0 0 0 2 1 2 2 1 1 2 0 0 2 0 0 0
split_gain=6.92418 7.26283 5.05505 5.32457 4.04182 3.90277 3.84932 4.94262 3.40779 3.90613 3.50759 3.40776 4.36238 6.6982 3.82953 5.49207 4.3283 5.05689 7.76364 9.37319 4.50853 4.07354 8.28695 7.85317 3.51971 5.14919 4.60615 5.91474 5.419 4.36825
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.50634711535000021 38.238138001450004 0.39670967935000007 0.5485614203000001 0.55234873210000013 0.34482500525000009 0.47076434840000009 40.408647214050006 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.5206281249000001 0.50730517050000012 0.50291907430000016 38.621016321050007 0.35585760905000008 43.321682097200004 37.041406607950009 0.37644082515000005 0.37043801085000005 38.911218973650008 0.47938684470000009 0.47787491390000009 41.257948413050009 0.48368312325000012 0.48654231910000006 0.48588365620000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 5 -4 -6 -8 9 -1 -10 12 13 14 15 16 17 20 24 -20 -3 22 -17 -23 25 -19 29 -28 -29 -26
right_child=2 11 3 -5 6 -7 7 -9 10 -11 -12 -13 -14 -15 -16 21 -18 18 19 -21 -22 23 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.00064285597867603855 -0.0025922947157289121 0.0017093983100807863 0.0042954417175087647 -0.0041387459208330878 0.0015182187250047726 -0.0028407628554574672 -0.006362698127685403 -3.9087392037346414e-05 -0.0074615541696193008 0.0027086271601371222 -0.0014637521273267251 -0.0016080349341995766 0.0055322600175816018 -0.0055488726849691984 0.005922409944722368 0.0016619978772505473 0.0042603055629793435 0.0021344688338503443 -0.0076623015836200705 0.0025890695973056301 0.0066083699238748215 -0.0046508413989178625 -0.0077871644946051494 0.0042629404950662681 0.0019301373194926229 -0.0020693796574794521 0.0022978569994746953 -0.0043496187472329695 0.00078330419747657152 0.0059502813445520292
leaf_weight=53.415900369174778 36.866759867407382 17.073700480163101 3.1513699665665653 11.803216336295007 67.545235510915518 25.901749834418297 4.7133275847882024 117.34135941229761 4.032983989454805 16.745473202317953 31.446572370827198 14.711979713290928 8.9849008619785291 5.2192358449101439 6.6265660040080538 6.1066486313939112 20.078780129551888 19.31483368575573 7.9885887354612333 5.5355378463864326 11.542792841792105 5.7945244535803786 7.6839817687869072 9.6706218346953374 26.329152897000313 23.898228727281094 50.508782021701336 11.510087959468363 21.862167023122311 15.888209477066992
leaf_count=512 479 60 9 554 258 354 41 768 80 63 318 75 23 26 21 25 66 68 48 20 30 27 53 35 90 122 214 56 82 56
internal_value=0.000244597 0.000746819 -0.000510588 -0.000177571 3.62592e-05 -0.0020667 0.000358504 -0.000283283 -0.000616274 0.000157045 -0.00214553 0.00123276 0.00138117 0.00124436 0.00137695 0.00126145 0.00157379 0.00131868 0.000948249 -0.00346633 0.00368546 -0.0012104 -0.00360297 0.0009231 0.00130087 -0.000190396 0.00181192 0.000990953 -0.00098704 0.00344309
internal_weight=669.293 401.97 267.323 230.456 218.653 29.0531 189.6 122.055 105.641 70.1614 35.4796 296.329 281.617 272.632 267.413 260.787 231.531 211.452 182.836 13.5241 28.6165 29.2558 13.7906 15.4651 169.311 43.2131 126.098 83.881 33.3723 42.2174
internal_count=4633 2170 2463 1984 1430 363 1067 809 973 575 398 1197 1122 1099 1073 1052 912 846 756 68 90 140 78 62 688 190 498 352 138 146
is_linear=0
shrinkage=0.00605478


Tree=181
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 2 0 1 1 0 2 2 1 2 2 0 1 1 0 1 0 0 0 0 2 0 2 2 0
split_gain=7.70921 7.78916 5.6595 5.81564 5.51101 5.58072 5.06244 4.97937 4.94118 7.90039 4.60257 4.43956 5.86517 3.67196 5.2449 11.12 3.64976 4.55287 5.92111 3.62468 3.58367 3.87499 4.6579 3.53009 5.65957 5.4255 3.85942 3.51226 3.28173 3.24263
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.5485614203000001 0.43540612555000008 0.4529056016000001 44.749265482150008 0.57212358910000016 0.4172030777500001 0.40651477500000005 0.5641597557000001 46.095286511800005 47.74983977685001 0.40437412050000004 40.300545846000013 41.489621506400006 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.53998383280000006 0.34482500525000009 0.47396784530000008 0.47500074850000013 0.61797550970000004 0.64803449000000013 50.189067467950004 0.68433579830000013 40.408647214050006 40.679780036550007 0.5206281249000001
decision_type=2 2 2 2 2 2 2 2 2 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 8 13 7 10 -6 9 -4 -7 -8 -13 -5 -15 -16 17 18 29 -10 21 -1 -23 25 -25 -14 -26 -22 -11 -3
right_child=2 16 3 4 5 6 11 -9 19 28 -12 12 23 14 15 -17 -18 -19 -20 -21 27 22 -24 24 26 -27 -28 -29 -30 -31
leaf_value=-0.0005329149956026781 -0.0028096469403747857 0.0013724766267076921 0.00090594006015664197 0.0013177522958900817 0.0025186355735554076 0.0016221250156923611 0.0063197418192739675 -0.0016556209651685931 -0.00092110443388131018 -0.0025348709960473664 -0.0037174448562086698 -0.0088832519599362971 0.0061212812610969896 -0.0080809733900204239 0.0037758072537930061 -0.0084650989939988389 -0.0016873090340655714 0.0058359426916310287 -0.0052227501893626089 0.0034512004434110316 -0.0076955907611953416 0.0066020981935452768 -0.0007289676659329433 -0.011266900633664367 0.0039071022918339172 -0.001117938541216168 -0.0071459538588572753 -0.0015414210876266486 -0.011210405671636389 0.0058382160284473671
leaf_weight=56.820921573787928 37.425460093654692 256.86516618728638 26.856528034433722 4.9806294627487686 35.710295967757702 7.6034995988011351 4.3654591199010637 16.220243494957685 9.3379785194993001 3.615079164505004 36.77773363981396 2.8888008687645224 7.4643453657627168 9.5338057130575198 6.3199767023324949 5.3475055545568466 14.773160412907599 9.1389661431312543 5.2420791387557975 35.667387202382088 4.0832191947847596 7.2479479089379293 6.343192495405674 2.249892830848693 3.9193025343120098 8.8101517837494594 1.7989778015762565 31.877879614010453 3.215686097741127 6.507086854428052
leaf_count=523 479 1052 118 50 125 35 13 150 42 19 873 43 21 105 20 56 75 23 26 110 80 19 33 21 22 85 51 318 25 21
internal_value=0.000260239 0.000812103 -0.000554761 -0.000192078 -0.000898139 -0.000363211 -0.00144321 0.00121483 0.00118958 -0.000619892 -0.00280266 0.000472337 -0.000468512 -0.00350942 -0.00464342 -0.00183451 0.00133855 0.00149949 0.00135195 0.00254401 -0.000635621 0.000183874 0.00318058 0.000534204 -0.00287288 0.00220235 0.000429798 -0.0022402 -0.00661901 0.00148281
internal_weight=669.008 398.9 270.109 232.683 153.991 127.809 75.8782 51.9305 78.6927 33.6873 44.3812 31.4969 27.1315 26.1819 21.2013 11.6675 292.526 277.753 268.614 45.0054 106.373 70.4121 13.5911 24.2427 7.96817 16.2745 5.71828 35.9611 6.83077 263.372
internal_count=4633 2170 2463 1984 1670 1439 1164 275 314 162 908 256 243 231 181 76 1197 1122 1099 152 973 575 52 200 94 106 73 398 44 1073
is_linear=0
shrinkage=0.00624749


Tree=182
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 0 0 0 1 0 2 0 2 0 0 1 1 0 0 2 2 2 1 0 0 2 2 1 2
split_gain=2.75873 3.60203 3.36676 5.52255 3.85118 5.43815 2.94535 6.02219 4.10389 8.9899 3.77439 2.71342 4.04284 2.36668 2.68703 2.28592 3.2198 3.05154 3.83597 4.56917 4.0582 6.19201 3.25392 3.17016 5.14859 4.69397 4.13526 3.58032 2.94804 2.70321
threshold=0.4529056016000001 0.56065686655000013 0.5641597557000001 44.749265482150008 46.095286511800005 47.74983977685001 0.61797550970000004 0.64803449000000013 0.60861950240000018 0.48616807880000007 0.68433579830000013 44.461493122800007 0.41973294215000007 44.749265482150008 0.39614083410000006 0.57670429030000014 0.44618424600000006 0.43967246490000006 0.57161462230000015 0.5485614203000001 40.300545846000013 37.765550062200006 41.444941515100005 0.41917906650000009 0.53998383280000006 0.54284302865000023 40.00488309970001 41.542492784600007 0.42111014640000005 43.895345911700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 -4 -5 -6 8 -8 9 -7 -9 12 -1 -13 -15 16 17 18 19 23 21 -21 -22 24 29 -25 -26 28 -27 -14
right_child=1 2 3 4 5 6 7 10 -10 -11 -12 13 15 14 -16 -17 -18 -19 -20 20 22 -23 -24 25 26 27 -28 -29 -30 -31
leaf_value=-0.012059207125261623 -0.026594862084615731 0.0093799214633506281 -0.0084187837718788239 0.017012951397489557 -0.024294370239484553 0.014109438258215218 -0.031137125380039966 0.012247298439351507 0.017714774650221601 -0.020884094212962209 -0.019459470527768054 -0.01553228673356895 0.0012421239135663568 0.0085198735304399913 -0.0030889811606118534 -0.010802030115460916 0.0087658006798354317 -0.012213541137105259 0.014989618392067614 0.00027704690416209169 0.0097221008513455123 -0.02395301547052503 -0.0058722357904396972 -0.0032765640385222609 -0.00058261954385946857 0.013895593868645854 -0.021588906026109425 0.019419019752194049 -0.0021133038886373369 0.0087485776339820513
leaf_weight=6.7095324289984992 1.8401650451123703 6.6326091066002837 32.045069320593029 4.2574397921562221 2.575303032994273 5.0713018625974673 2.1281742081046096 3.8004779852926731 5.8408464752137652 3.7792876251041889 1.562850749120116 3.9309827201068392 357.23943822644651 6.6398538649082175 51.479171822778881 4.5110766524448982 17.248445264995098 4.9438993949443093 6.0040180124342433 5.7694838438183087 6.4331015646457699 6.7515712603926659 10.212407015264032 9.5828448273241502 5.9618157707154733 6.4611004590988177 5.1540127247571945 9.0696802288293821 7.1454433426260948 14.73472088575363
leaf_count=348 20 27 873 13 42 16 21 22 28 58 51 46 1840 34 556 83 52 36 25 55 21 65 59 56 27 17 34 24 28 56
internal_value=0.000335894 -0.00288604 -0.00224154 -0.0035039 0.00192413 -0.000670555 0.00207203 -0.00669183 0.00654092 -0.00083314 0.00300808 0.000746223 0.00117977 -0.00263505 -0.00176272 0.0013659 0.00148202 0.00120619 0.00135345 0.00116927 -0.00540168 -0.0127882 0.000154612 0.00163069 0.00119528 0.00680137 -0.0103225 0.0110602 0.00548856 0.00153947
internal_weight=615.516 69.5335 67.6934 61.0608 29.0157 24.7582 22.1829 7.4915 14.6914 8.85059 5.36333 545.983 483.933 62.05 58.119 477.223 472.712 455.464 450.52 444.516 29.1666 12.5211 16.6455 415.349 383.09 32.2591 11.1158 22.6762 13.6065 371.974
internal_count=4633 1171 1151 1124 251 238 196 94 102 74 73 3462 2826 636 590 2478 2395 2343 2307 2282 200 120 80 2082 1957 125 61 69 45 1896
is_linear=0
shrinkage=0.0171747


Tree=183
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 2 1 2 1 1 2 2 1 0 2 2 2 1 2 0 0 1 2 1 2 0 1 0 1 0
split_gain=10.393 9.93693 8.4819 5.33933 8.93532 7.33291 6.64023 4.53017 4.06757 7.38067 7.66932 3.39851 4.31191 6.338 3.79096 3.97827 4.12975 8.23974 5.27111 3.46458 5.83844 3.31945 4.76196 3.68351 3.28768 3.79931 9.43162 4.80532 3.27203 4.73125
threshold=0.39170982905000007 0.47721625100000004 0.39394030120000006 0.39563186730000005 0.53203496900000014 38.238138001450004 0.4529056016000001 44.749265482150008 0.45824975300000009 0.46636328255000009 43.61821939175001 42.580420142950011 0.44922307715000004 0.55788748840000013 40.767054867700004 40.94178426300001 41.835830569250014 0.42307116555000007 41.243661560350013 0.54284302865000023 0.53499895210000015 0.39900002995000006 36.772607578000013 0.42209814075000007 40.003678352300007 0.5485614203000001 0.43967246490000006 0.54353163080000011 0.3447651268000001 0.47396784530000008
decision_type=2 2 2 2 2 2 2 2 2 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 21 -6 11 8 -8 10 -10 14 13 19 24 -16 17 -17 -19 20 -13 22 -5 -23 25 27 -27 -7 29 -1
right_child=2 -3 3 4 5 6 7 -9 9 -11 -12 12 -14 -15 15 16 -18 18 -20 -21 -22 23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00048279349243173842 -0.0056908393891702547 0.0011131294509093633 0.0028171140198009 0.0033236244361767881 -0.0023650433799775172 0.00050987480198146724 -0.0061185482403949285 0.00022997856711329259 0.0031074876945244557 -0.0035242489186216178 -0.0052173605818357808 0.0025403856112698833 0.0035396799801986388 -0.0039979540876754049 0.0048225178594520487 0.0025290182422579625 0.0028839287825839586 -0.00030473219588536191 -0.008032161591193368 0.0031209828166476146 -0.0043665010610528304 0.00011202609460838803 -0.0056551646400826924 -0.0052915545564031895 -0.0014634987627141281 -0.0066436882036255288 0.0022482843456921365 0.0054820427904840171 -0.001642021920244632 0.0028138162225036811
leaf_weight=57.832335859537125 6.7811706867068997 306.9142902828753 11.143637498840688 1.4620352387428308 30.027178307063878 10.533059589564806 5.0200500078499308 32.227305125445127 10.094028338789942 17.99609906040132 3.2262515500187865 5.0858746916055733 4.9368935823440543 11.114888112992046 9.6616815999150258 10.692985877394678 21.047264445573092 4.301819495856761 3.5674691647291183 6.9361621979624024 5.7728478759527206 9.8585309684276563 12.145831886678932 3.8854785468429318 16.188375771045685 4.1031541004776937 7.3667929917573929 7.2497155368328086 38.58553743828088 11.53666030615568
leaf_count=521 91 1230 51 10 491 38 52 258 43 439 60 18 14 117 25 36 69 18 23 30 34 82 174 98 83 36 25 15 415 37
internal_value=0.000213333 0.000681705 -0.000499934 -0.000367424 -0.000506863 -0.000201252 0.000128353 -0.00105292 -0.00219074 -0.00156111 0.00109116 0.000758355 -0.000520028 -0.0012133 0.0012152 0.00211827 0.00145864 -0.00015745 -0.00380789 0.000526026 -0.00113154 -0.00304488 -0.00469048 -0.00141558 0.000236013 0.00117652 -0.000932649 0.00253694 -0.000544834 6.5461e-05
internal_weight=687.295 414.869 272.427 265.645 254.502 227.15 197.123 68.5637 36.3364 31.3164 13.3203 128.559 33.8467 28.9098 94.7123 49.2712 39.6095 18.5623 7.86929 17.7949 10.8587 27.3519 13.6079 13.744 45.4411 29.2527 11.4699 17.7828 107.955 69.369
internal_count=4633 2203 2430 2339 2288 1924 1433 852 594 542 103 581 213 199 368 171 146 77 41 82 52 364 184 180 197 114 61 53 973 558
is_linear=0
shrinkage=0.00470027


Tree=184
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 2 1 0 0 0 1 0 2 1 0 0 2 2 0 0 2 0 0 0 2 2 0 2 0 1
split_gain=2.63317 2.17112 3.00115 2.16203 2.34076 3.27435 3.66724 5.65659 3.72781 7.12804 3.25759 2.60482 3.8482 4.43528 3.26487 3.53058 4.90974 2.46397 4.50757 3.01635 2.4061 2.36832 5.49186 4.71344 2.65085 5.66797 5.36502 2.77494 3.22418 3.91918
threshold=0.50634711535000021 48.109449608500007 48.914776625700007 29.850823923150003 42.783136484500005 43.157831852650006 0.34545372890000009 0.48001556840000009 0.50386215985000016 0.51809826055000008 0.3465914194000001 0.57212358910000016 40.00488309970001 0.49146732130000009 0.56579144335000009 0.56345618395000019 38.983591653800012 40.858951393400005 0.58249753000000004 0.58887458460000019 42.320906304050006 0.58887458460000019 0.58035687555000015 0.6310290111500001 51.757767929250001 49.960114208400007 0.55688452445000014 49.292797572200008 0.55348642255000013 0.42111014640000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 6 7 -6 10 -10 -8 14 13 -13 15 -5 -17 -14 -19 -20 -21 22 24 -23 25 26 27 28 29 -7
right_child=1 2 -4 4 5 21 8 -9 9 -11 -12 12 17 -15 -16 16 -18 18 19 20 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.018098093735997425 -0.022562507988153808 0.013917814692100279 -0.023175670869677648 0.0017609714668258957 -0.018730274502952931 0.00096814235684212287 -0.016725029887714876 0.013718085031985504 0.024098084301268814 -0.020302827814074016 -0.049157803129218747 -0.024235382416631139 0.011972398411581981 0.019427354838998871 0.01069081939819159 0.005086380761843136 -0.035732637226298672 -0.029704407628245631 0.017645359072555052 -0.026060036019008612 0.010127933755731157 0.011532030361689887 -0.028821983941729152 -0.011988701656902233 -0.02362869193924029 0.020830053085217334 -0.019133292504581002 -0.017809870389495216 0.022034021814246105 -0.0213391429821333
leaf_weight=2.956059578806161 4.321696085855363 2.6600141972303391 1.7266302127391098 385.00580817321315 4.2712903190404194 87.879267723299563 4.1244143284857255 6.5084324479103088 2.5607867874205112 5.3858651928603649 2.3243449833244085 7.1182065792381781 6.0159247312694779 1.324561017565429 19.515767402946949 2.7815967649221411 2.8779015466570854 2.7402532286941987 3.5594050958752632 2.087202856317163 1.5273225642740724 17.934779325500134 3.4248845521360627 5.2978149801492682 2.3639525994658461 5.8406438399106255 7.5547809880226842 4.0200343653559676 3.3050683438777915 3.9505467992275944
leaf_count=113 468 15 71 2100 66 674 32 22 8 54 24 191 37 28 82 18 27 28 17 34 10 85 52 34 98 29 118 30 10 58
internal_value=0.000420788 -0.011541 -0.000682578 0.000593177 0.000685065 -0.00152169 -0.00880226 0.000860949 -0.0160384 -0.00599476 -0.0284149 0.00153184 -0.0054269 -0.0173853 0.00194533 0.00150845 -0.0156704 0.000910883 -0.00580124 0.00332914 -0.0107688 -0.000227019 -0.0014826 0.00616851 -0.000667785 -0.000185525 -0.00133579 2.02311e-05 0.000773663 8.4761e-06
internal_weight=612.965 8.70834 4.38664 604.257 601.301 166.747 25.1751 10.7797 14.3954 7.94665 6.44876 434.554 24.3729 8.44277 410.181 390.665 5.6595 15.9301 9.91418 7.17393 3.61453 141.572 118.339 23.2326 114.914 112.55 106.71 99.1549 95.1349 91.8298
internal_count=4633 554 86 4079 3966 1394 206 88 118 62 56 2572 345 219 2227 2145 45 126 89 61 44 1188 1069 119 1017 919 890 772 742 732
is_linear=0
shrinkage=0.0219093


Tree=185
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 2 2 1 0 1 1 2 0 2 0 0 0 1 0 0 0 0 1 0 0 0 2 1 1 0
split_gain=8.28744 8.39195 5.67029 6.06089 5.36282 5.04782 3.83298 5.85812 3.76333 4.31883 6.10053 3.56934 7.11223 6.45549 4.95786 6.09488 4.04639 5.63339 5.11499 4.31819 4.99465 3.35381 8.70688 3.30256 3.13868 4.33439 5.22305 8.48625 5.10281 5.11149
threshold=0.39078171310000004 0.47721625100000004 0.52769378160000013 40.300545846000013 0.50634711535000021 44.202975721700007 38.238138001450004 0.3975479776000001 0.52324780695000006 0.39019789825000006 0.38906020780000011 42.546237522150008 0.57927906350000014 41.772405911750006 0.58887458460000019 0.63013083440000017 0.55788748840000013 0.44844465735000011 0.5541600551000001 0.58320110180000018 0.56859076075000015 0.60710757165000018 0.45824975300000009 0.62143349005000015 0.56579144335000009 0.5485614203000001 40.858951393400005 0.43967246490000006 0.41917906650000009 0.53998383280000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 7 -4 9 10 -3 12 24 23 16 21 18 -18 -13 20 -19 22 -16 -14 25 28 27 -27 29 -8
right_child=2 8 4 5 -6 -7 11 -9 -10 -11 -12 14 13 -15 15 -17 17 19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.00049173498085430931 -0.006159328851843675 0.0011548155486710951 0.0025863722249672067 0.00054441899437786951 -0.0032638464098820696 -0.0050662791372595795 0.0011470208569588634 -0.0024325396924079331 -0.0012611213024631737 0.0043536605431064536 -0.0039701099982048542 -0.0010319535811668431 -0.0056420907610671622 0.0023837754639341861 0.0040509622559802552 -0.0032062380496109262 -0.0061055565023592131 -0.0037623059135994123 0.0046572016436794367 -0.0065463052239665438 0.0020649238258226461 0.0039352617760545624 -0.0048793008139234517 0.0015623164327626202 0.0026023652868794752 -0.0070877232984502747 0.0013400588367888965 3.0164816888852213e-06 0.0029794217458100408 -0.0034833765251374386
leaf_weight=107.93321444746107 7.3378858380019691 266.41853669658303 6.2950167283415785 12.389419920742514 12.146040519699453 4.9680575616657725 24.612479396164421 28.10436481051147 14.919994391500948 9.0763121396303159 5.2375500276684752 24.878361018374566 8.5308209061622602 4.3554882556200019 5.5921068750321918 5.8543533198535433 7.8762793410569456 5.2945834621787098 4.0660480558872214 2.8467066511511794 8.4350784271955472 11.497190862894056 4.2489433810114861 1.6850841492414463 23.694844175130129 5.9028447791934076 13.814960263669489 10.152407400310038 25.801313139498234 6.7094097957015029
leaf_count=973 83 1073 27 102 554 149 112 363 75 23 26 184 113 27 19 37 96 69 17 30 45 44 38 14 88 47 51 44 74 36
internal_value=0.000200631 0.000630586 -0.000425605 -0.00257623 -0.000215179 -0.00106148 -6.10498e-05 -0.00151409 0.00104031 0.00116262 0.00105601 0.000181767 0.000678467 -0.00240996 -0.000590248 0.00104424 -0.00142261 -0.00283104 -0.000232753 -0.00127516 -0.000182237 0.0022104 0.000195258 -0.00445374 0.00108504 0.000671756 -0.000779849 -0.00260395 0.00143081 0.000155151
internal_weight=680.676 403.586 277.09 24.6954 252.395 17.3575 240.249 34.3994 295.652 280.732 271.656 205.849 125.26 14.5714 80.5897 27.1926 53.3971 24.4526 28.9444 16.5764 13.7297 21.3382 9.84105 10.2159 110.688 86.9934 29.8702 16.0553 57.1232 31.3219
internal_count=4633 2170 2463 334 2129 251 1575 390 1197 1122 1099 1185 606 154 579 138 441 240 201 144 114 101 57 127 452 364 142 91 222 148
is_linear=0
shrinkage=0.00470263


Tree=186
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 0 0 0 0 0 0 0 2 1 1 2 1 2 0 2 2 1 2 0 1 0 0 2
split_gain=13.1519 13.1858 7.12367 7.64959 8.70458 6.02505 5.08618 5.88707 5.33182 4.82004 4.578 4.52613 4.89563 4.42091 4.27733 4.10957 7.67794 10.1127 4.13694 3.95834 3.7962 4.18738 3.65859 3.58972 3.26258 7.12066 6.63667 3.60202 3.45044 4.72359
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 0.57212358910000016 40.00488309970001 44.279556297950009 41.873095646600007 0.47787491390000009 0.41973294215000007 0.56974342085000018 0.47847369840000004 0.54504356155000011 0.5380527529500001 0.47774018740000007 40.408647214050006 0.43540612555000008 0.45107930900000009 39.476991512000005 0.46280051495000007 41.243661560350013 0.55980359870000018 41.976795488650005 41.741384785950011 0.50634711535000021 48.109449608500007 0.45798030000000006 0.3447651268000001 0.47076434840000009 0.47673722340000008 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=1 6 -2 9 -5 -3 8 13 19 11 22 12 14 24 -4 -13 20 18 -18 -1 -17 -22 -10 -6 25 -8 -27 -28 -29 -30
right_child=2 5 3 4 23 -7 7 -9 10 -11 -12 15 -14 -15 -16 16 17 -19 -20 -21 21 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=-0.0040009911238707598 -0.0018724589332170761 0.0012441175457086366 -0.0038856807868373365 -0.0035962347144132935 -0.00010627380906768269 -0.001402898519997266 -0.003712373658022813 -0.0053127677525043821 0.0007364190244407233 0.0028067624952556143 -0.0023638540777480648 -0.001472513783020282 0.0014279673882544946 0.0032596350037545118 0.00027187489377336008 0.0031294694252182796 -0.00089050089186184329 -0.0036791047719597542 0.004242899757058727 0.0032657468054131168 -0.0025623533780901749 0.0020422161685028834 0.0039899743856154739 -0.0023940941907860769 0.00041822840528856099 0.0023958273505179095 0.0020809401450910675 -0.0037976431415163063 0.0015719698161399027 -0.0029070927867594788
leaf_weight=5.8965515010058871 41.516461089253426 257.09550113976002 4.8494840189814594 16.085305627435446 54.945109285414219 12.794724304229019 13.977301012724636 4.1714428365230551 60.95982114225626 10.192283809185026 6.2862050980329505 33.986240239813924 50.989853117614985 3.7644832581281653 12.673772767186163 12.645190231502058 4.5451060906052607 11.933240771293638 4.3593761883676052 1.29601589217782 4.7625781223177892 6.7908202409744263 5.3268473595380774 11.810426452197133 18.343758903443813 8.3467783704400045 3.5187681242823627 9.1435729376971739 6.3081084191799146 7.0860692709684372
leaf_count=217 479 934 33 459 368 88 273 38 265 32 33 248 173 10 58 34 28 119 14 19 27 24 13 367 75 28 13 93 24 47
internal_value=0.00019776 0.000616611 -0.00043228 -0.000183739 -0.00111009 0.00111863 -0.000260769 -0.000966995 0.000400257 0.000302794 0.000706687 0.000129811 0.000838 -0.000709817 -0.00087871 -0.000484194 0.000261633 -0.00141353 0.00162266 -0.00269161 0.00170413 0.000144106 0.000997877 -0.000511036 -0.000933767 -0.00144638 -0.000525762 -0.00146165 -0.00201474 -0.000797638
internal_weight=706.401 424.316 282.085 240.569 82.8408 269.89 154.426 74.6603 79.7654 157.728 72.5729 147.536 68.5131 70.4888 17.5233 79.0226 45.0363 20.8377 8.90448 7.19257 24.1986 11.5534 66.2867 66.7555 66.7244 48.3806 34.4033 26.0565 22.5378 13.3942
internal_count=4633 2170 2463 1984 1194 1022 1148 601 547 790 311 758 264 563 91 494 246 161 42 236 85 51 278 735 553 478 205 177 164 71
is_linear=0
shrinkage=0.00376483


Tree=187
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 0 2 0 0 1 1 1 1 2 1 1 1 0 0 2 1 1 2 2 1 1 0 2 2 0
split_gain=2.6899 3.64338 3.61894 3.41001 4.39125 8.05549 3.39339 4.18728 3.15207 4.10997 2.93519 5.75238 3.72417 5.29744 4.43679 4.19988 3.25602 2.86384 2.85574 6.20359 4.93231 4.14 4.0953 2.83253 2.8279 4.34917 3.37718 2.89837 4.14704 3.737
threshold=0.52324780695000006 0.47880302985000006 0.38045268105000002 38.238138001450004 0.52863686715000002 0.52925062125000011 43.521589032450009 0.50913146310000013 0.47847369840000004 0.34515433670000012 0.38976377950000002 0.39995808510000008 0.4529056016000001 48.109449608500007 0.45824975300000009 0.40272746325000003 0.39712882845000003 0.52252926560000013 0.52769378160000013 41.444941515100005 0.39431454150000006 0.39563186730000005 47.74983977685001 37.995872310650007 0.38906020780000011 0.39019789825000006 0.5206281249000001 42.684965421050009 42.243697547450004 0.49405706415000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 -4 -6 17 -8 -1 -10 -5 16 13 -13 -14 -15 18 24 20 -20 -12 -22 -21 -7 26 -26 27 28 -3 -30
right_child=2 6 3 10 5 23 7 -9 9 -11 11 12 14 15 -16 -17 -18 -19 19 22 21 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.00036675687746838158 -0.022409279646304563 0.0033281265891093067 -0.024156635093223824 0.013869711054791962 0.03239069862706212 -0.0046994167883292939 -0.00078063638551477909 -0.026582795945399189 -0.032575715402916823 -0.00052254554853618969 -0.027961662290924432 0.0039795066029698761 -0.019186003434607062 0.022664674359755624 -0.001241376586485512 -0.026242304860832906 -0.019786962315706438 0.015515867517344271 0.024728317685431503 -0.026113065990008861 0.020328661179427859 -0.021860843556855889 0.0048436743607304412 -0.026326637654086209 -0.023607757640806366 0.0037523349954231358 0.021181674281496445 0.0088409844552358487 -0.016515287126434318 0.0083728437097263433
leaf_weight=130.86529174633324 3.3613659124821416 134.02084682881832 5.2504731230437747 6.3200005739927283 2.3979133069515255 25.659172013401989 15.43219841271639 3.2145307259634128 3.0282396040856829 3.8348636999726295 4.571966610848909 115.11846334114671 6.5558332763612261 0.90409773401915927 52.498419303447008 4.1606209157034755 8.3507788144052011 8.6510008946061117 3.5809116512536985 3.1310853231698275 2.4167015552520752 1.6593033671379087 4.2762939538806677 2.845575346145778 4.0677215084433538 6.2081246189773083 4.7187423408031455 35.37339486181736 8.6427421197295171 3.6210491508245459
leaf_count=1111 27 559 46 24 7 474 94 60 24 20 60 530 64 7 789 101 108 25 10 42 6 61 39 41 22 40 11 165 52 14
internal_value=0.00041493 0.00155291 -0.0012115 -0.00092614 -0.00676736 -0.00381286 0.00317169 -0.0052287 -0.00107927 -0.0146655 6.27803e-05 -0.000358308 0.000995724 0.00307382 -0.00323348 -0.017512 -0.00902993 0.00393465 -0.00445526 0.00250272 -0.0132962 0.00315371 -0.00824168 -0.00685842 0.00342518 -0.00707823 0.00400429 0.00355809 0.00228062 -0.00916673
internal_weight=614.738 361.679 253.059 249.698 36.1531 30.9027 223.95 18.6467 137.728 6.8631 213.544 207.224 179.237 120.183 59.0543 5.06472 27.987 205.304 19.6363 10.9883 8.64797 4.076 7.40738 28.5047 196.653 10.2758 186.377 181.658 146.285 12.2638
internal_count=4633 2197 2436 2409 568 522 1042 154 1155 44 1841 1817 1491 638 853 108 326 888 218 91 127 67 81 515 863 62 801 790 625 66
is_linear=0
shrinkage=0.0205666


Tree=188
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 0 0 2 0 2 1 0 0 1 1 1 0 2 2 2 2 2 1 2 0 2 1 0 1 0
split_gain=8.14086 10.2993 7.05587 4.7636 4.38472 4.30479 5.28009 3.83182 3.53281 3.42263 6.82183 13.4181 5.4563 5.08791 3.42104 3.37479 4.13313 3.34861 6.96628 6.55454 5.04546 5.46186 3.66718 3.59979 3.2387 3.13326 2.97708 2.96838 5.035 9.17543
threshold=0.39170982905000007 0.47721625100000004 0.39394030120000006 0.50634711535000021 0.34482500525000009 0.47396784530000008 0.47500074850000013 37.232443001650005 0.47697673720000006 42.546237522150008 0.39563186730000005 0.53499895210000015 0.54504356155000011 0.40115565405000009 0.3975479776000001 0.35696536035000009 0.45995628875000011 40.722669576350008 40.890797847750008 39.476991512000005 41.772405911750006 41.319407281650008 0.43837010870000009 39.955516828000007 0.52290350590000012 41.542492784600007 0.30560462260000004 0.57161462230000015 0.44720217960000008 0.55131582885000008
decision_type=2 2 2 2 2 2 2 2 2 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 7 5 26 -7 14 15 10 -9 24 25 -11 -4 -6 -17 19 -19 27 21 22 -20 -21 -12 -13 -1 28 29 -14
right_child=2 -3 3 -5 8 6 -8 9 -10 13 11 12 17 -15 -16 16 -18 18 20 23 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.004422517523906903 -0.0049706710178699948 0.0009482337498398477 0.0012581373362140235 -0.0028617829669087269 -0.0036626944490162658 0.0045499994508102094 -0.00064937166735947274 0.0045678890248806673 0.00053080398894930509 -0.0033085379109926306 0.00035869690495192691 0.00099374404676306127 0.0033477398863626146 -0.0002641214000078017 -0.0027489247410333274 -0.003037467721624307 0.0020699658211645934 0.0040221239002754209 0.0026242657252332534 -0.0066791705821660618 0.0014368354808749083 -0.0054051605043386602 -0.0028130447843570387 -0.0018784022015432939 -0.0055213146133371912 0.0034678894409182672 -0.00022110296768918441 -0.0025105803150225741 0.0030418666624661729 -0.0044109891273533463
leaf_weight=3.1527494052425018 5.817421216517686 308.35696497932076 4.8621514514088657 12.112618955783544 16.772266477346424 7.5067345574498159 6.4078085422515869 6.6283729374408713 9.2619603499770147 11.215604538097976 2.0625702999532214 25.508487857878208 4.8845783770084434 72.661013221368194 16.803886186331511 6.0946533028036338 5.1943741664290428 9.4472732394933683 4.6193976253271121 3.4473799802362945 16.965227596461773 5.1778409704565993 4.183798260986805 13.954643148928879 8.4509574100375158 14.048876613378523 56.118121979758143 4.8575889244675627 11.624379239976404 6.0256646499037743
leaf_count=137 91 1230 24 554 229 19 33 16 39 164 19 85 15 567 282 108 22 29 14 34 78 41 32 96 92 39 386 68 36 54
internal_value=0.000188059 0.00055331 -0.000388484 -0.000285778 -0.000548662 4.97861e-05 0.00215563 -0.000159673 -0.00172213 2.51378e-06 0.000400784 0.000196575 0.000581257 -0.000671207 -0.00184969 -0.00246574 -0.000687405 -1.8311e-05 0.000860053 -0.000810383 -0.000105263 -0.00197652 4.01349e-05 -0.00282945 -0.00436776 0.00187244 -0.000444586 0.000472309 0.0011153 -0.000937362
internal_weight=684.225 418.866 265.36 259.542 110.509 73.1854 13.9145 247.43 37.3233 225.764 141.887 135.259 124.745 83.8766 21.666 28.0613 11.289 85.1878 40.3935 44.7942 30.9463 13.981 8.8032 17.402 10.5135 39.5574 59.2709 27.3922 22.5346 10.9102
internal_count=4633 2203 2430 2339 973 575 52 1785 398 1479 748 732 621 731 306 359 130 497 194 303 165 87 46 130 111 124 523 173 105 69
is_linear=0
shrinkage=0.00420704


Tree=189
num_leaves=31
num_cat=0
split_feature=1 2 1 1 2 1 0 0 0 0 1 2 0 1 0 2 0 0 2 0 0 2 1 0 2 1 2 1 2 2
split_gain=2.5768 2.28527 2.46436 4.1771 2.32108 3.44729 3.11936 2.18806 3.91641 2.81791 5.65412 4.68709 4.91933 7.31256 10.3725 4.21458 4.48062 3.99966 3.84111 5.0551 4.29131 3.79136 3.71889 3.46528 3.41503 3.37357 4.33736 3.15152 2.84315 2.66236
threshold=0.50634711535000021 31.914316944300001 0.38045268105000002 0.38772791230000009 35.119813570500007 0.34377713240000007 0.49820364660000011 0.47396784530000008 0.47449178170000011 0.50913146310000013 0.37977904855000005 38.621016321050007 0.50291907430000016 0.35585760905000008 0.47976108500000009 38.238138001450004 0.51657136015000005 0.47938684470000009 41.257948413050009 0.47943175355000006 0.48458129995000004 40.636252116050009 0.37043801085000005 0.50035927070000008 41.32819714970001 0.36166581840000006 39.852039223600009 0.34545372890000009 41.243661560350013 48.823707093150006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -4 5 -3 -7 29 -9 11 25 23 13 17 -15 -12 -17 -13 20 -20 27 -16 -14 -10 -21 -11 -27 -19 -23 -6
right_child=-2 4 3 -5 7 6 -8 8 9 10 15 12 22 14 21 16 -18 18 19 24 -22 28 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.027923425783787367 -0.010720394479296467 0.021701434986851131 0.025516545055090198 -0.023504905010793702 -0.0058268439860076852 -0.015993651353463097 0.0064249685509555898 0.01861448796454342 0.015230339605636502 0.0044861697362435504 -0.0069599544846327219 -0.0023387892140113282 0.019041891101865882 0.018773940900396163 -0.038703250483432469 0.019406226162193348 0.00046256643889025799 0.0091422320746168285 0.022283495774563622 -0.017464472756323537 0.017849394398270029 0.0060562048204028567 -0.0013835429710722122 -0.0024594931441502162 0.0010886668225766776 -0.0027889338562998643 -0.029384948701743494 -0.0071023077375148959 -0.022082830293632293 0.0047752207693761185
leaf_weight=2.4367843824438742 8.5916676833294314 5.149215932935479 1.3936223387718203 1.5195618676953015 43.521189791150391 3.0805685864761498 16.488014178350568 5.1270786076784125 18.29340519011021 3.372425850480794 32.547496788203716 69.499193128198385 10.849616661667826 3.234827682375907 4.0181119106709939 5.3474148456007233 221.90715679945424 14.720642060041429 4.5018274784088126 4.4225150421261779 14.755940984934567 2.1085259616374969 5.67927043698728 6.2008955404162398 67.108084924519062 4.2188422307372075 6.5391981340944767 7.5593742653727523 5.2175070606172085 12.824394717812536
leaf_count=81 554 21 3 83 603 27 121 17 59 14 285 377 40 9 31 24 1512 53 22 22 62 9 30 27 308 19 76 31 60 53
internal_value=0.000400226 0.000558506 -0.0127478 -5.38003e-05 0.000677491 0.00681334 0.00289574 0.000413071 0.000829959 0.000651904 -0.000762596 0.0022788 0.00130749 0.000409025 -0.0135285 -7.74018e-05 0.00090832 0.00152201 0.0038951 0.00126443 0.0092957 -0.0227396 0.0120238 0.010752 -5.84162e-05 -0.0133605 -0.0189551 0.00363063 -0.0139841 -0.00341379
internal_weight=612.234 603.643 5.34997 2.91318 598.293 24.7178 19.5686 573.575 517.229 512.102 273.933 238.17 213.675 197.147 14.579 259.802 227.255 182.568 113.068 76.0324 37.036 11.3441 16.5289 24.4943 71.5306 14.1305 10.758 22.28 7.32603 56.3456
internal_count=4633 4079 167 86 3912 169 148 3743 3087 3070 1930 1140 1054 984 109 1821 1536 875 498 352 146 100 70 86 330 109 95 84 69 656
is_linear=0
shrinkage=0.0204501


Tree=190
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 1 0 2 2 1 2 2 0 0 2 0 1 0 2 0 0 1 0 2 2 2 2 2 2
split_gain=7.87271 7.222 8.98269 5.0422 4.29242 4.28901 3.57673 4.70376 5.64499 13.8111 4.58729 3.54931 6.27726 3.56804 5.73521 5.58958 4.40543 3.54124 6.60775 6.56551 5.10082 4.92203 4.60639 4.50288 5.3512 5.18523 5.08967 4.75712 4.04719 3.89485
threshold=0.4529056016000001 44.202975721700007 0.41973294215000007 44.749265482150008 0.5641597557000001 0.57670429030000014 0.44618424600000006 0.5485614203000001 40.806664626150003 41.444941515100005 0.4373072662500001 46.095286511800005 47.74983977685001 0.61797550970000004 0.64803449000000013 50.189067467950004 0.68433579830000013 0.41917906650000009 0.52432561900000019 43.847983878700006 0.54284302865000023 0.52769378160000013 0.39019789825000006 0.47880302985000006 42.154118731400011 43.477771593600004 42.759119507950011 42.686561923500008 41.542492784600007 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 -1 4 -2 6 7 17 -9 -10 -11 -5 -13 15 -15 -14 -16 18 23 21 -19 22 -20 24 -4 26 27 -26 -22 -23
right_child=3 -3 5 11 -6 -7 -8 8 9 10 -12 12 13 14 16 -17 -18 20 19 -21 28 29 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0038653193007840317 0.0009296574619277149 -0.0010088985557238994 0.0007771614484418061 0.0040222257594871892 -0.0028655283143971151 -0.0035598197975366332 0.0027837369806791405 -0.0028845735273478686 0.0046387300405077913 -0.00091579569627730541 -0.0071976167740141874 -0.0069219170340011574 0.0045547977936923811 -0.0087442628524777282 0.0031716404569952896 -0.00091335356496127242 -0.0055643008775742965 -0.00057011669921982284 0.0028266057465377694 0.0043257420414026439 0.0017497599430518831 0.0005331270280733338 -0.0050930281717619565 0.0012848368302236901 -0.0025335822617094566 0.0018743659250736321 -0.0054094760780849759 0.0038441094133909964 0.0056589112860982657 -0.0022602277360783732
leaf_weight=10.032816859893499 8.1223830953240377 73.356358543038368 76.965099638327956 4.7362634483724824 38.597246072255075 5.3452389910817137 18.112239859998226 18.058450773358345 10.719197601079943 9.8399648629128915 3.5661446750164023 2.9862417951226261 7.7671919465065065 2.2157861292362195 3.8560121469199657 9.1889419332146627 1.9607102908194063 10.259884659200905 1.9670052081346501 5.3510128110647193 13.972747981548311 31.07213282585144 10.382088441401718 237.6813499443233 9.9412151463329845 7.3872551992535582 9.2659572865813953 3.5824092105031005 10.403446733951567 17.608868911862373
leaf_count=344 40 660 356 15 873 83 52 148 28 52 31 43 21 21 22 85 51 56 6 13 45 147 122 944 72 36 105 12 24 126
internal_value=0.000197813 0.00038517 0.00058126 -0.00120534 -0.00220572 0.000668481 0.000713135 0.000636288 -0.00087822 0.000623591 -0.00258682 0.000223457 -0.000419691 0.000357351 -0.00224781 0.00159147 0.000226915 0.000779585 0.000656848 -0.000714117 0.00223674 -0.001156 -0.00383156 0.00092077 0.000113131 -0.00158046 -0.00270034 -0.000844131 0.00341814 -0.000477284
internal_weight=674.302 594.871 521.515 79.4308 46.7196 511.482 506.136 488.024 42.1838 24.1253 13.4061 32.7111 27.9749 24.9886 8.03251 16.9561 5.81672 445.84 411.204 66.3811 34.6361 61.0301 12.3491 344.823 107.142 30.1768 22.7896 13.5236 24.3762 48.681
internal_count=4633 3462 2802 1171 913 2458 2375 2323 259 111 83 258 243 200 94 106 73 2064 1939 414 125 401 128 1525 581 225 189 84 69 273
is_linear=0
shrinkage=0.00474518


Tree=191
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 1 1 1 2 1 1 2 0 0 2 0 2 2 2 1 0 0 1 1 1 2 2 2 2 0
split_gain=2.40734 3.01782 5.242 3.48358 4.77386 3.83946 4.4577 2.73678 4.41438 2.4561 2.25585 2.11957 2.66677 3.32519 2.88931 3.31779 2.69301 4.93322 3.17375 2.30422 4.48696 4.28204 3.74912 2.35252 3.05873 2.42488 3.18189 3.70886 3.70196 3.0595
threshold=49.247968080500009 0.39672464895000009 0.47648274005000008 0.55688452445000014 0.58035687555000015 0.4995808509000001 0.50491003265000012 0.4995808509000001 48.109449608500007 0.30560462260000004 0.49585341755000006 32.724174661450007 0.39614083410000006 0.42615490555000007 35.771221912400001 0.41160444300000004 33.361153777850006 33.96174662340001 35.119813570500007 0.3584174126500001 0.49588335680000006 0.45995628875000011 0.35696536035000009 0.3465914194000001 0.34626208795000007 39.525197829750006 40.148327922700012 40.518963363600001 40.94178426300001 0.46898296455000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 9 -9 -1 11 -11 -13 14 -14 -16 -15 -18 -19 20 22 -21 23 24 25 29 -27 -28 -29 -20
right_child=1 2 3 4 5 6 -8 8 -10 10 -12 12 13 16 15 -17 17 18 19 21 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.020115963514265117 -0.02718235040803087 0.019090833125156869 -0.024808411586145811 0.010464845729084975 -0.024268166754291654 0.017184674263322906 -0.021581053638605317 -0.017373305295675854 0.011438987659358019 -0.0097889011740988959 0.015657080588438701 0.01378915837106799 0.015607745739514876 0.01541293240213573 -0.0025049853815064032 -0.023440536424610966 -0.026268957181011965 0.010058500196619491 -0.003469797499335112 -0.021590725752002802 0.012899921558940828 -0.00011845543864271238 0.017331096917729782 -0.0061182262554668179 0.01278907046257503 -0.0099891028046454906 0.011642997238147273 -0.010083729714512515 0.0011847633245803235 0.013034661483713466
leaf_weight=2.0992075372487298 2.2134413570165661 3.2872872352600124 3.5132749052718308 5.756056983023881 4.7039325684308988 2.6140170246362686 1.937280594371259 7.2351513821631652 2.7538418732583523 7.0404970725066951 3.8448047740384927 5.9612104371190062 1.5819467063993204 4.8179791234433642 6.0543699935078603 5.3472040491178632 2.5010345382615915 14.111045571044086 6.2443386465311077 3.525740396231412 13.859030619263647 292.42015461530536 5.4836312979459754 15.630146637558935 8.8912536725401861 10.377847030758856 11.554357923567293 11.949369452893732 128.92561222240329 12.951431073248385
leaf_count=137 18 11 100 49 73 8 71 528 19 169 25 35 12 21 31 170 33 88 28 97 60 1850 23 78 35 48 38 68 667 43
internal_value=0.000373877 -0.0056347 -0.00344807 -0.00744773 -0.00338459 -0.0119979 0.000683865 0.000620575 -0.00943011 0.000795125 0.000871724 0.000771857 0.000904114 0.000766022 -0.00892029 -0.0123235 0.000997525 0.000868532 0.000995176 0.000750083 0.00222328 -0.000374265 0.00152534 0.00110567 0.00169715 0.00115528 0.000387662 0.00109414 0.000228941 0.0076658
internal_weight=609.186 24.0253 21.8118 18.5246 15.0113 9.25523 4.5513 585.161 9.98899 575.172 573.073 569.228 562.188 556.226 12.9835 11.4016 543.243 538.425 535.924 521.813 225.867 295.946 212.008 206.524 190.894 182.003 162.807 152.429 140.875 19.1958
internal_count=4633 330 312 301 201 152 79 4303 547 3756 3619 3594 3425 3390 213 201 3177 3156 3123 3035 1088 1947 1028 1005 927 892 821 773 735 71
is_linear=0
shrinkage=0.0193676


Tree=192
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 2 2 2 0 1 0 1 2 2 0 0 0 1 1 0 0 1 1 2 2 1 2 0 0
split_gain=9.69378 10.4031 6.36279 5.97954 4.31614 5.4408 4.49106 4.31389 4.21188 7.47254 3.70886 3.53842 4.47543 4.00284 4.08314 5.14765 3.96415 3.29533 4.42234 7.7883 3.77271 4.76555 4.09265 6.28283 4.6423 4.54017 3.60618 5.26292 5.49618 6.20227
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.50634711535000021 0.3447651268000001 0.47396784530000008 40.408647214050006 37.232443001650005 35.119813570500007 0.54413041525000005 0.30560462260000004 0.54504356155000011 0.43584024430000007 41.362929270750008 40.806664626150003 0.55131582885000008 0.55980359870000018 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.5206281249000001 0.50913146310000013 0.37977904855000005 0.36166581840000006 38.911218973650008 39.852039223600009 0.34575312120000007 39.476991512000005 0.47787491390000009 0.47938684470000009
decision_type=2 2 2 2 2 2 2 2 2 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 7 5 10 -6 8 9 -4 -1 -9 13 14 15 -13 -14 18 19 20 21 26 23 -23 -24 -25 27 -3 -29 -30
right_child=2 17 3 -5 6 -7 -8 11 -10 -11 -12 12 16 -15 -16 -17 -18 -19 -20 -21 -22 22 24 25 -26 -27 -28 28 29 -31
leaf_value=-0.0050595741136262974 -0.0022683237029987092 0.0044622543732614969 0.0060264895604665849 -0.0033260947321301438 -0.0061557880269722505 0.0030695536525555214 -0.0012287184342845217 0.0011804885174389458 -0.0048899397959365036 -0.0027694439393031386 -0.00014323621108184654 0.0012488115316766865 0.0026443961916039578 -0.0039666967904935652 0.0028947266645044469 -0.0047532181680447127 -0.00010102730613409948 -0.0010716550532099884 0.0044888370493089509 -0.0046759280170615095 0.0047953442131260342 0.0033741666062455647 -0.0021814453595484645 -0.00041132908243867805 0.0038027765273696938 -0.0069891586146041303 0.0018885736139749149 0.0029807975598921208 -0.0024965764629990557 0.00062270928527855007
leaf_weight=3.7099470682442179 39.023959035053849 7.8840704634785643 3.0534230694174784 12.993063770234583 4.7450703578069797 11.959332481026648 36.090836986899376 59.093433558940887 7.7006155773997298 7.7375367106869817 55.738280011340976 6.1338865682482773 13.638709694147108 11.9605196416378 5.7605603635311118 6.8639202006161213 94.73017156496644 14.642315737903116 9.2151758894324285 5.1296591758728018 6.6224847696721545 3.009364120662215 5.2106073498725873 3.8580115884542447 6.7394794896245003 6.2033158950507641 132.70024404674768 15.990268960595129 18.531092215329409 65.612058453261852
leaf_count=137 479 21 7 554 83 37 332 227 109 161 384 24 45 122 17 66 652 75 23 26 21 9 22 16 19 60 512 48 97 248
internal_value=0.000213216 0.000670638 -0.00049089 -0.000188875 -0.000566624 0.000139415 -0.00180124 -7.47717e-07 -0.00220007 -0.000280536 -0.000450047 0.000204463 -0.000210215 -0.00181433 -0.000441957 -0.00192076 0.000244497 0.00113148 0.001244 0.00113624 0.00124571 0.00115725 -0.000820386 -0.00266159 0.00119347 -0.00446689 0.00136281 0.000716897 0.000422004 -6.42601e-05
internal_weight=682.281 413.592 268.69 229.666 112.243 71.4076 40.8359 216.673 18.4916 10.791 59.4482 198.181 139.088 30.7189 18.7584 12.9978 108.369 301.348 286.706 277.491 272.361 265.739 25.0208 13.0707 11.9501 10.0613 240.718 108.017 100.133 84.1432
internal_count=4633 2170 2463 1984 973 558 415 1430 277 168 521 1153 926 229 107 90 697 1197 1122 1099 1073 1052 126 85 41 76 926 414 393 345
is_linear=0
shrinkage=0.00476116


Tree=193
num_leaves=31
num_cat=0
split_feature=1 2 0 0 0 0 0 2 2 0 1 2 2 0 2 2 2 2 2 1 0 0 1 2 1 2 2 0 1 0
split_gain=2.27682 2.12477 2.72983 2.05143 3.31116 1.70075 5.16542 3.85367 2.34054 2.33609 3.45104 3.50299 2.03438 6.49119 2.8174 5.39396 2.2264 2.08409 2.46895 2.72395 4.23002 2.00188 3.04504 4.84396 4.05257 3.15929 2.70445 1.86021 1.70836 3.83504
threshold=0.5225142959500001 51.757767929250001 0.61400856260000014 0.39587138110000003 0.3733870243500001 0.52432561900000019 0.52769378160000013 39.955516828000007 44.279556297950009 0.47721625100000004 0.34482500525000009 40.408647214050006 48.96897326980001 0.39614083410000006 44.131787411600008 48.553014326500012 43.564719632750005 37.572218886150004 38.983591653800012 0.32467590790000006 0.47076434840000009 0.45350438610000005 0.34584293880000011 41.808689985400001 0.34518427590000006 42.957059535450007 44.749265482150008 0.4560492201000001 0.34512439750000007 0.47757552170000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 -7 -9 10 12 -12 13 -5 16 -16 17 27 -19 -20 -21 -13 23 -23 -25 -24 -27 -15 29 -11
right_child=-2 2 -4 5 -6 6 -8 8 -10 28 11 21 -14 14 15 -17 -18 18 19 20 -22 22 25 24 -26 26 -28 -29 -30 -31
leaf_value=0.010970338573981636 -0.011165260468261062 -0.019282217063109192 0.0064681892633748671 0.026684944154077912 -0.020748819528133327 -0.023871333880104185 0.00014530048666913393 4.5046339809867367e-05 -0.019439507787509299 0.011884455772943264 -0.021612804613939569 -0.019194026903459862 -0.0074415974569161363 0.0018166834220112473 -0.023669207209827115 0.0047124905490802315 0.017044141524490547 -0.010973588415813296 0.010088600531413184 -0.016068353605566878 0.0044158185267581642 0.0042414762040703501 0.016061879653288834 0.00023648118353915534 -0.02282267055115994 -0.024502604961358702 0.0044319475286062979 0.016833457585631002 0.0027904691303904188 -0.0036539508545685643
leaf_weight=1.4679179675877083 5.2649029488675287 3.6531354044564059 1.9451361056417225 3.260479509830474 3.286321806255728 4.6029435694217673 218.86920681828633 7.9804475344717485 2.4950308464467525 5.792036533355712 3.7219466073438516 2.3169839559122947 6.9130925610661498 5.6787362713366729 3.7900344859808666 4.5347858518362045 3.2063163295388213 5.7334758006036308 8.0406270101666468 4.7982245907187453 8.8240867927670461 7.4533036053180757 4.698436498641966 3.7008055523037893 6.4370879083871841 1.423284914344549 3.3171822726726532 4.6063718125224113 228.56251830700785 31.69968194887042
leaf_count=18 387 136 15 5 170 57 1666 75 78 17 85 94 39 78 51 15 12 42 43 49 37 30 14 27 79 14 62 16 1080 142
internal_value=0.000331557 0.000431969 -0.0103352 0.000532901 -0.0109552 0.000625088 -0.000539519 -0.0104799 -0.00459575 0.00138506 -0.00101936 -0.00556545 0.00151211 0.00269172 0.0011021 -0.00820882 0.00299782 0.00180262 -0.000727545 0.00198425 -0.00279938 -0.00353025 -0.00218757 -0.00650458 -0.014405 0.005858 -0.00425541 0.00854222 0.00222061 -0.00125345
internal_weight=608.075 602.81 5.59827 597.211 4.75424 592.457 233.948 15.0784 10.4755 358.509 92.4553 33.069 59.3862 52.4731 49.2127 8.32482 40.8878 37.6815 27.3964 21.6629 13.6223 29.3471 27.0301 17.5912 10.1379 9.4389 4.74047 10.2851 266.054 37.4917
internal_count=4633 4246 151 4095 188 3907 1876 210 153 2031 792 405 387 348 343 66 277 265 171 129 86 320 226 136 106 90 76 94 1239 159
is_linear=0
shrinkage=0.0175589


Tree=194
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 0 1 1 1 2 2 1 0 1 0 2 2 2 0 1 2 0 1 0 2 2 2 0 2 0
split_gain=12.3363 12.2108 7.62263 6.723 4.30035 8.21901 7.47303 4.56363 5.8685 8.18007 4.31021 4.18183 4.83752 4.06254 5.06111 4.06019 3.71363 4.1347 5.14876 6.03791 3.63462 3.50853 3.49177 3.48426 5.25274 3.47754 5.12616 6.42259 3.13724 3.04929
threshold=0.39170982905000007 0.47721625100000004 0.39394030120000006 0.50056884525000012 0.5380527529500001 0.54504356155000011 0.39563186730000005 0.39814676205000005 0.42209814075000007 38.804629908750009 36.772607578000013 0.43584024430000007 0.55980359870000018 0.34482500525000009 0.39587138110000003 36.772607578000013 40.408647214050006 42.720329370750001 0.47697673720000006 0.34548366815000003 43.968221017800005 0.3733870243500001 0.40896979130000005 0.47550971530000002 45.044778924400006 41.362929270750008 40.806664626150003 0.55131582885000008 45.044778924400006 0.52324780695000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 -2 4 6 -6 -4 15 9 -9 22 25 -13 14 21 -8 -15 18 19 -18 -19 -1 -7 24 -22 26 27 -12 -5 -3
right_child=2 29 3 28 5 10 7 8 -10 -11 11 12 -14 16 -16 -17 17 20 -20 -21 23 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0020579589350400024 -0.0046422499936183814 0.0011024936468321035 0.0022395604773277475 -0.0040609285273881151 0.0014501406651714079 0.0042986721857384228 0.0019979096671187239 -0.0053663484708614019 -0.0046826339477978639 0.00097007223958627963 0.0012579994132664344 0.0022957058681786456 -0.00014235854790140283 -0.0048576589981614068 0.00037584241145953282 -0.004599012089593432 -0.0038243116370490441 -0.0049371894828280057 0.002668808662972093 0.0013673763043866309 0.0060334015136697186 -0.0044468289724589379 -0.0034368302747808553 -0.0054802643468483646 -0.0019115652774728809 -0.0030767293624875572 0.00262015301946173 -0.0040000046105344205 -0.00097913189154482825 -0.00049440668634559079
leaf_weight=1.6005479618906964 6.3692610934376708 292.94979351013899 7.8617077544331542 9.9425648273900169 49.392350904643536 0.96677731722593208 1.6038480103015889 3.699045889079577 5.2351991273462763 18.108517169952393 6.2326057404279727 13.999850220978258 99.272701621055603 4.3875563936308017 68.573177712038159 11.435066524893044 7.1835789307951945 6.1417219676077348 7.2575995028018943 6.3738739192485809 1.8143010064959524 5.7100336253643036 9.7745861699804646 1.9237979203462598 4.0666369944810867 12.053214263170956 5.8532729148864737 7.9953440278768539 9.977811571210621 19.209786802530289
leaf_count=18 91 1134 31 480 165 3 11 37 106 100 24 45 626 80 387 174 103 78 21 34 6 170 198 16 60 117 17 73 132 96
internal_value=0.000190639 0.00060572 -0.000443158 -0.000345336 -0.000174649 6.96044e-05 -0.0012218 -0.00190072 -0.000990961 -0.000104725 -0.000367082 -0.000191749 0.000158972 -0.00047568 4.84297e-05 -0.00378756 -0.00149158 -0.00106671 2.94203e-05 -0.0013835 -0.00270269 -0.0030227 -0.0027406 -0.000944319 0.0005395 -0.00142803 -0.000438436 -0.00169672 -0.0025173 0.00100422
internal_weight=706.966 427.192 279.774 273.404 253.484 205.541 47.9434 40.0817 27.0428 21.8076 156.148 145.407 113.273 115.033 75.8838 13.0389 39.1491 34.7615 20.8151 13.5575 13.9465 7.31058 10.7414 7.80474 5.88094 32.1344 20.0812 14.2279 19.9204 312.16
internal_count=4633 2203 2430 2339 1727 1268 459 428 243 137 1103 902 671 973 575 185 398 318 158 137 160 188 201 82 66 231 114 97 612 1230
is_linear=0
shrinkage=0.00388283


Tree=195
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 0 0 2 0 0 1 2 2 2 2 1 1 1 2 1 1 2 2 2 1 1 1 0 1 0
split_gain=2.16299 2.4404 6.40834 4.16787 4.06377 3.40549 4.6727 2.34764 6.21101 4.74618 10.9043 4.58944 3.45519 4.56995 2.27991 3.3424 2.15414 4.67273 2.70018 2.08202 4.10497 2.06996 2.76892 8.61186 4.82107 11.8496 5.26803 4.62435 7.43963 5.02322
threshold=31.914316944300001 42.686561923500008 42.684965421050009 0.58887458460000019 42.498713093000006 0.62143349005000015 0.63528038085000016 43.182896969600009 0.51809826055000008 0.50386215985000016 0.34626208795000007 43.067541470150012 42.982930821650008 42.783136484500005 43.521589032450009 0.34575312120000007 0.46636328255000009 0.46280051495000007 41.542492784600007 0.38045268105000002 0.38772791230000009 35.119813570500007 40.300545846000013 40.467253020850002 0.41917906650000009 0.40651477500000005 0.42111014640000005 0.55131582885000008 0.4373072662500001 0.56065686655000013
decision_type=2 2 2 2 2 2 2 2 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 16 5 -5 -7 8 9 10 11 12 13 -3 15 -9 17 21 -18 -1 -21 -2 27 -24 25 -25 -26 -23 -29 -30
right_child=1 7 -4 4 -6 6 -8 14 -10 -11 -12 -13 -14 -15 -16 -17 18 -19 -20 20 -22 22 23 24 26 -27 -28 28 29 -31
leaf_value=-0.030725437225332865 0.0080332420787645881 0.011652286083016907 0.023780465771356962 -0.026129280218114104 0.03186788880427685 0.019724018977751417 -0.02500426032993976 -0.011507898286219983 -0.024994746558669921 0.023182880821352034 -0.045350714739186573 -0.021840143932897457 0.019650871310872418 -0.015829325372490696 -0.001461417475008225 0.012166861095128555 -0.029318755120636315 0.021079987710570045 0.0085224351888084793 0.02805353647019268 -0.025475637730407008 0.00032833150267240957 0.018961299118493438 0.00045853162176387864 0.024215458386538834 -0.04021239944423792 0.0041991702365016849 -0.029646116870327296 0.021509402969861254 -0.0089459059023420922
leaf_weight=2.2467102017253628 23.022402219474316 6.4853774216026192 6.5970935821533194 6.7078842017799598 1.0188941559754301 2.604459835216403 2.2692070039920509 3.9350768942385939 7.7076894333586088 3.431423593312501 3.108518971130251 4.0240938020870081 5.7579429987817994 6.0934845134615898 124.60534197092056 14.52246118430048 2.552006807178258 6.3686696179211131 1.5883791744709013 1.336097836494446 1.6779003506526349 138.57556760404259 15.693931267596779 142.72868942050263 8.3814345449209195 3.8188622631132594 36.803224802017212 7.3325130119919804 3.6642349138855925 12.087174393236635
leaf_count=81 128 24 56 213 22 56 186 37 87 12 34 55 25 48 1252 76 44 22 10 3 138 722 54 840 24 32 154 86 10 102
internal_value=0.000424723 0.000551956 0.0014992 0.00114519 -0.0117592 -0.0155974 -0.00110172 -0.00167189 -0.0068208 -0.00197391 -0.00536322 0.000195678 0.00503154 -0.00166043 -0.000354335 0.00711949 0.00154905 0.00171895 -0.0148017 -0.0141225 -0.00174629 0.00140448 0.000990999 0.00273331 0.001405 -0.000601307 0.00791205 -0.00124457 -0.0106869 -0.00186112
internal_weight=606.747 601.486 421.815 415.218 12.6004 11.5816 4.87367 179.671 36.6085 28.9008 25.4694 22.3609 18.3368 12.5789 143.063 18.4575 402.617 398.477 4.14039 5.26071 3.014 392.108 369.086 207.426 191.732 146.548 45.1847 161.659 23.0839 15.7514
internal_count=4633 4411 2761 2705 477 455 242 1650 285 198 186 152 97 72 1365 113 2228 2174 54 222 141 2152 2024 1104 1050 872 178 920 198 112
is_linear=0
shrinkage=0.0227859


Tree=196
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 1 0 0 2 2 1 1 2 2 0 0 2 1 1 2 2 1 2 2 1 2 0 1 0 0
split_gain=8.21304 9.5388 7.3896 4.21808 4.53627 8.05867 13.3596 8.2178 5.16383 5.75303 4.61767 4.18528 4.07755 7.16582 4.04067 4.05283 3.83357 6.36688 8.52562 3.83745 3.5265 3.4681 3.46701 4.62368 7.79325 3.84367 4.38923 12.5099 3.43312 3.97309
threshold=0.39170982905000007 0.47721625100000004 0.39394030120000006 37.232443001650005 42.546237522150008 0.39563186730000005 0.53499895210000015 0.57927906350000014 37.345948426100009 42.388109226950007 0.39670967935000007 0.34482500525000009 41.835830569250014 41.559097512700014 0.47076434840000009 0.47500074850000013 43.968221017800005 0.45932756505000005 0.44844465735000011 51.757767929250001 40.408647214050006 0.3975479776000001 40.806664626150003 40.890797847750008 0.42307116555000007 40.00488309970001 0.55131582885000008 0.43967246490000006 0.55788748840000013 0.53447501570000011
decision_type=2 2 2 2 2 2 2 2 2 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 21 5 -5 -7 12 -9 -10 -6 14 13 22 -1 -16 17 18 28 -18 -13 -4 25 -24 -25 26 -8 -28 29 -12
right_child=2 -3 3 4 10 6 7 8 9 -11 16 20 -14 -15 15 -17 19 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.00052258879463404871 -0.0055956688886073689 0.0010545277029586704 0.0012982088071874854 0.0054321763262495911 -0.0055237086900736679 -0.0049243864932589825 0.0027154968652891723 0.008587225991367544 -0.0038958638248621953 0.0041116390979689787 -0.0056237247364886297 -0.0058710804670413881 0.0030206336582310461 -0.0051279806383511635 0.0038926376731118848 -0.00088873423569228217 0.0004551308077604012 -0.005534733318079299 0.004338409685512707 -0.0032340395968128185 -0.001327386700616132 -0.0032202290728870543 0.0053244925513705622 0.0035595059507236787 -0.0031679060480535727 -0.0014807876096986047 -0.0061549872340847063 0.0019061920479606161 -0.006469692791761455 0.00039636860807578788
leaf_weight=54.801717308349907 6.0035146092995992 303.85980987176299 4.7714809626340893 6.6985750868916503 4.626548519358038 10.603502493351696 19.926630616188049 0.91581561509520071 15.47574970778078 2.2780918451026073 3.3485419861972394 4.2710573859512797 19.513489343225956 4.5169847905635825 10.55203451216221 6.2460499107837668 50.887774204835296 8.4329880531877262 5.5019564218819133 7.1126536857336751 32.918341550976038 17.72854482755065 8.2067504674196261 9.9680162370204943 6.1701679602265349 17.888812504708767 5.9319825693964985 15.123469844460486 3.6399358995258799 8.8100202605128271
leaf_count=512 91 1230 24 16 91 111 60 9 370 14 53 80 65 27 30 33 379 193 18 142 318 398 20 31 31 87 63 61 38 38
internal_value=0.000211937 0.000626544 -0.00043592 -0.000315892 -0.000130018 0.000394234 0.000147038 0.000574108 -0.00230644 -0.00286838 -0.000942946 -0.000568859 0.00107556 0.000642936 9.61651e-05 0.00211477 -0.000701384 -0.00207487 -0.000705092 2.72395e-06 -0.00184921 -0.00226202 0.000956184 0.00244944 0.000987391 0.000338676 0.00113288 -0.000364895 -0.00246153 -0.0012616
internal_weight=676.731 412.649 264.082 258.078 235.578 143.218 136.519 125.916 18.6697 17.7538 92.3604 108.789 107.246 87.7328 71.5998 16.7981 87.7339 29.7334 21.3005 58.0004 37.1894 22.5 83.2158 24.3449 16.1382 58.8709 40.9821 21.0555 15.7985 12.1586
internal_count=4633 2203 2430 2339 1917 965 949 838 393 384 952 973 445 380 575 63 861 340 147 521 398 422 353 82 62 271 184 124 129 91
is_linear=0
shrinkage=0.00470451


Tree=197
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 1 1 1 2 1 2 1 0 0 1 0 2 2 0 2 0 0 2 0 0 0 1 0 2 1
split_gain=10.7179 11.3943 8.70669 6.87899 6.44864 6.09079 5.50282 4.71685 4.10236 4.27404 4.15557 7.12344 13.2928 6.12972 5.53511 5.37367 4.78 6.54725 4.29078 3.73456 5.83531 6.56429 6.43317 4.8857 4.62758 4.61655 4.50707 8.80867 4.26732 5.44204
threshold=0.39170982905000007 0.47697673720000006 0.34482500525000009 0.39394030120000006 0.33400197600000009 0.50634711535000021 0.32467590790000006 0.31753540315000006 37.232443001650005 0.3975479776000001 42.546237522150008 0.39563186730000005 0.53499895210000015 0.57927906350000014 0.47447681205000009 0.58887458460000019 41.835830569250014 41.559097512700014 0.63013083440000017 42.055256506450007 0.48001556840000009 0.48389269780000005 43.321682097200004 0.49588335680000006 0.48265022005000008 0.47757552170000012 0.3584174126500001 0.49194634890000005 36.558960102350007 0.36510882910000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 8 7 -1 9 -5 11 -10 -13 16 -15 -12 17 -14 -17 26 22 24 25 -23 -22 -21 27 -3 -28 -30
right_child=3 19 -4 5 -6 -7 -8 -9 10 -11 15 12 13 14 -16 18 -18 -19 -20 20 21 23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.00091091458846280981 -0.0040188853697748 0.0011502652775311978 -0.0020428073247663265 0.0013019407872882967 0.0013957700222553967 -0.0024797816827979969 -0.0034646148385233306 0.0017116653492659725 0.0037907230600045449 -0.0023385511369437952 -0.0011793186499294451 -0.0035224563741765766 0.00065879397807501862 -0.0032372563326690789 0.00075536294098623672 0.0013540139914745824 0.0022896522773335594 -0.0035527382359447925 -0.0019876926794546806 4.3069723990420873e-06 0.00066478720116907556 -0.0014507629430141765 0.00064242462437563187 0.000753430011527702 0.0032534323292318459 -0.0042689985476037457 0.001638905447647918 0.0038262222819174774 -0.0033967277318610045 0.00029333470559549503
leaf_weight=27.818897841498256 5.8658105293288818 114.02717710286379 29.50598553288728 4.8055133894085911 29.474544191733003 13.88342241104692 6.9111447837203732 11.259182568639515 6.6833117529749861 17.475963871926069 59.604853196069598 10.479843493551014 82.740106895565987 9.1035631150007266 7.3222535140812388 21.480741415172819 20.0654516518116 4.5514913946390143 5.6777168773114672 4.5118678808212307 16.163093887269497 17.912281915545464 12.410233296453951 34.179165679961443 16.121014475822449 8.5609007775783521 25.949933715164661 16.451337710022926 5.1038446053862563 55.082290194928646
leaf_count=314 91 391 359 24 120 554 86 52 16 282 593 111 353 108 68 101 65 27 37 22 59 83 48 159 70 67 81 50 27 215
internal_value=0.00017737 0.000511573 -0.000468216 -0.00035718 0.000147442 -0.000275782 -0.000652612 -0.000155296 -0.000153381 -0.0015534 -1.6389e-05 0.000345959 0.000174486 0.00048748 -0.00145744 -0.000605019 0.000785056 0.0004392 0.000655401 0.000826601 0.00031317 0.000746173 -0.00112053 -4.50872e-06 0.00195742 -0.00279413 0.00108699 0.00148766 0.000480062 -1.95863e-05
internal_weight=701.183 431.443 104.97 269.74 75.4638 263.874 45.9892 39.0781 249.991 22.2815 227.709 140.946 134.263 123.783 16.4258 86.7633 107.357 87.2916 27.1585 326.473 109.859 84.3756 25.483 52.0914 32.2841 13.0728 216.615 130.479 86.1361 60.1861
internal_count=4633 2203 931 2430 572 2339 452 366 1785 306 1479 748 732 621 176 731 445 380 138 1272 508 371 137 242 129 89 764 441 323 242
is_linear=0
shrinkage=0.00341869


Tree=198
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 2 0 2 0 1 0 2 1 0 1 2 2 2 2 0 1 1 0 2 2 2 1 2 0
split_gain=8.87112 9.28452 5.71487 6.31885 6.2359 5.40396 4.59227 4.60359 4.44611 3.80013 3.72732 5.02151 3.7266 3.41465 9.71313 3.47814 4.95064 3.39082 5.98848 3.92269 6.18862 3.83996 5.8753 3.81027 3.37272 3.3208 5.89986 3.26723 3.26639 4.5212
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.4529056016000001 44.749265482150008 38.238138001450004 35.374259656300005 0.54413041525000005 49.064150740050003 0.5641597557000001 0.3447651268000001 0.47396784530000008 40.408647214050006 0.4172030777500001 0.53998383280000006 0.42111014640000005 41.542492784600007 46.095286511800005 47.74983977685001 49.247968080500009 0.58035687555000015 0.4995808509000001 0.50491003265000012 0.61797550970000004 37.232443001650005 44.202975721700007 43.968221017800005 0.42802610700000004 43.564719632750005 0.50913146310000013
decision_type=2 2 2 2 2 2 2 2 2 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 25 5 9 6 7 -4 13 -5 11 -1 -12 14 -7 16 -15 -6 -19 23 -21 -22 -23 -20 -8 26 -2 -17 -3 -30
right_child=2 28 3 4 17 8 24 -9 -10 -11 12 -13 -14 15 -16 27 -18 18 19 20 21 22 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00040676302932367081 -0.0019569260554732886 0.0011124608986528158 0.0050619958750386463 0.00056363439870168097 0.0036043804471233322 0.0010385947124679725 -0.0058759965169539853 -0.0015454971575198709 -0.0030268448092824448 -0.0026257865611573421 -0.0052322277861824446 0.0026177595944642485 -0.0010644747250341381 0.0010433716727764031 -0.0043720376822643167 -0.0012060060875661353 0.0047361914783539015 -0.0059317454871079334 0.0044348758960827059 0.0029345421755916437 -0.0055250732045659902 0.00398464998445413 -0.0048043926662618697 -0.00081364025154902718 -0.0014599696430393956 -0.0045870520122493824 0.0037528509812771809 0.0011317070531695508 0.00066758891389417376 -0.0029876514393422085
leaf_weight=57.330090133473277 29.058918183669448 271.18907536193728 2.9350909441709536 7.9881928935647002 4.7230243608355513 21.710519380867485 5.082134669646619 5.1805407796055079 5.5663413796573868 39.266676098108292 4.2935267053544512 11.75338266789913 33.994748417288065 16.540994659066204 8.0930512472987157 12.940918311476706 10.574186250567434 2.9562164954841164 6.3550595045089739 4.9123084843158713 4.8846229910850507 2.7285016924142838 2.6777510773390532 4.0076133087277412 7.7734680846333504 6.6790588889271012 3.6156341433525077 59.308921173214912 21.4273776113987 8.3581145480275136
leaf_count=521 283 1045 7 38 15 85 58 64 77 873 83 37 332 59 67 65 29 43 15 22 56 8 71 28 57 185 11 247 81 71
internal_value=0.000192913 0.000587289 -0.000391504 -0.000143723 -0.00110258 0.000352005 -0.00163847 0.000844162 0.000661819 -0.00208663 -0.00047688 0.000107808 -0.00153183 0.000820777 -0.000430643 0.00119613 0.00248347 0.000296159 -0.000251656 0.000405141 -0.000958047 -0.00281616 -0.000368618 0.00240509 -0.00320573 -0.00187872 -0.00132511 0.000712991 0.000966928 -0.000358109
internal_weight=683.906 408.346 275.56 236.206 80.5 155.706 20.9712 8.11563 134.735 47.2549 107.372 69.0835 38.2883 129.169 29.8036 99.365 27.1152 33.2451 28.5221 25.5659 15.2032 10.2909 5.40625 10.3627 12.8556 39.3536 32.6746 72.2498 300.975 29.7855
internal_count=4633 2170 2463 1984 1169 815 186 71 629 911 973 558 415 552 152 400 88 258 243 200 157 135 79 43 115 479 294 312 1197 152
is_linear=0
shrinkage=0.00421527


Tree=199
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 2 1 0 2 0 1 0 0 2 2 1 1 2 1 1 2 0 0 0 0 2 1 1 1 1
split_gain=6.45769 7.93037 6.99811 4.61215 7.62449 6.1971 4.00626 3.84141 3.90387 5.416 9.13788 5.35125 3.70549 3.69448 4.9887 4.05254 5.6243 5.41357 2.99219 4.74165 2.97443 6.03785 6.68111 3.73742 3.60987 3.29257 4.53154 3.24236 4.49215 2.95385
threshold=0.39170982905000007 0.39394030120000006 0.47880302985000006 0.39563186730000005 0.53203496900000014 37.232443001650005 0.4529056016000001 0.47847369840000004 41.873095646600007 0.47396784530000008 0.34269932035000011 0.47787491390000009 0.47774018740000007 37.688226470200007 44.749265482150008 0.45824975300000009 0.47941678395000004 43.521589032450009 0.46551001470000003 0.47447681205000009 48.109449608500007 0.45798030000000006 0.47568935060000012 0.3733870243500001 0.47673722340000008 42.783136484500005 0.3453339720000001 0.3447651268000001 0.35799826355000003 0.39900002995000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 29 -6 -7 8 9 10 -1 12 20 -8 15 -15 17 18 -17 -20 21 23 27 -10 -24 -26 -27 -23 -29 -5
right_child=1 3 -4 4 5 6 13 -9 11 -11 -12 -13 -14 14 -16 16 -18 -19 19 -21 -22 22 24 -25 25 26 -28 28 -30 -31
leaf_value=0.00072500508368985087 -0.0059358130804923418 0.002895562414549138 0.0010735303875880279 -0.0047326291441635339 -0.0030049686121027112 0.00062197149414873378 0.0053239196145074509 -0.0037830010395503424 0.0024931102363562412 0.0020277855736659019 -0.0054873350476737481 -0.007208340652960556 0.0041438209350486681 -0.0063568196582800968 0.00039948633528843954 0.0031747328662553335 -0.0045581215651919072 -0.0055683007199614819 -0.0040702857190895534 0.0043343675324199419 0.00076613434522663745 0.0043270345861620126 -0.0063714167857072219 -0.0056858049141700799 0.0013038567027274228 0.00099050584465708844 -0.0071594302895652238 -0.0035181546024481668 0.0041692263299510628 -0.0013533895914740639
leaf_weight=24.267625009641055 6.2305295690894118 10.644721874967216 254.2431166768074 12.309160541743042 16.863246907480061 130.67915762402117 2.2795704538002601 7.2927070856094351 1.5727988854050625 36.789107024669647 7.6004393999464801 3.1635854095220557 3.7549261003732672 5.2401863113045684 30.013293704949319 8.5038038194179588 10.476921657100318 3.5557629093527785 4.7230725288391104 2.5143415071070194 18.285950861871243 7.2041159197688085 4.5054722279310253 10.371875958517192 6.3863939419388753 2.9350962191820145 3.8620254471898079 4.4349566660821438 3.197969876229763 13.001927544362841
leaf_count=227 91 51 1055 184 383 636 25 44 16 125 162 27 10 57 258 39 396 65 50 15 75 22 59 257 26 15 32 40 11 180
internal_value=0.000185502 -0.000425915 0.000578521 -0.000289037 -0.000430189 -0.000127825 0.000117233 -0.000285703 -0.00010133 0.00073537 -0.00075662 -0.000925804 -0.000626979 -0.000862738 -0.00107961 -0.00234747 -0.00164182 -5.84768e-05 0.00118613 -0.00115044 -0.000912431 -0.00160264 -0.000498656 -0.00460886 -0.00255085 -0.00124517 -0.00364017 0.00194801 -0.00029737 -0.00299676
internal_weight=656.904 257.036 399.868 250.805 240.16 214.849 197.986 145.625 138.332 68.6572 31.8681 69.6752 66.5116 67.307 65.0274 35.0141 29.7739 19.297 15.7412 7.23741 62.7567 44.4707 32.526 11.9447 17.689 13.1835 6.79712 14.837 7.63293 25.3111
internal_count=4633 2430 2203 2339 2288 1924 1541 1148 1104 514 389 590 563 905 880 622 565 169 104 65 553 478 205 273 132 73 47 73 51 364
is_linear=0
shrinkage=0.00494411


Tree=200
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 2 1 2 0 2 2 0 0 0 2 0 0 2 2 0 0 1 1 1 0 2 1 2 0
split_gain=10.7798 12.2794 6.01941 6.77436 5.97245 5.92744 5.79999 5.42359 4.84166 4.70122 4.56585 3.63799 6.93339 5.52253 4.16862 4.01899 6.92476 7.35064 4.00909 4.23031 4.48977 4.11133 7.74773 3.75584 4.51987 3.67407 3.69755 4.35029 3.60531 3.5318
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 0.4529056016000001 38.238138001450004 44.279556297950009 44.749265482150008 0.40651477500000005 33.361153777850006 0.5641597557000001 49.064150740050003 41.873095646600007 0.47787491390000009 0.41973294215000007 0.47774018740000007 48.109449608500007 0.45798030000000006 0.47568935060000012 41.741384785950011 38.396531328800009 0.47847369840000004 0.47396784530000008 0.32467590790000006 0.3447651268000001 0.35799826355000003 0.47673722340000008 42.783136484500005 0.3453339720000001 41.243661560350013 0.3733870243500001
decision_type=2 2 2 2 2 2 2 2 2 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 7 -3 9 -4 -9 -5 -6 13 14 28 15 16 29 23 19 -15 21 22 -21 -18 -25 -19 -27 -28 -1 -13
right_child=2 5 3 6 10 -7 -8 8 -10 -11 -12 12 -14 18 -16 -17 17 25 -20 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.0045508933465040714 -0.0019764800090532517 0.0013378914670694093 0.0014120060066135501 0.00082510589493820137 0.00082851855376459374 -0.0016068400447289415 0.00023581671323841285 0.0017805963895610047 -0.0043663742639458523 -0.00271430957226586 -0.0031172455522328908 0.0016728689662167519 -0.0062021944371573505 0.0019751417031827014 0.0036510110350939421 0.00075259880076610527 0.003859211951496906 -0.0055428639109344063 0.004304347027665756 0.0019651301039105692 -0.0039727105583047158 0.0010235758170577987 -0.0051399552677655015 -0.003144927524014783 0.0034508433443993631 0.0011130019368760834 0.00052584001107792522 -0.0062773485268259798 0.0032277147775881731 -0.0049505182103211989
leaf_weight=6.1104246638715258 39.653977489098907 252.4459385573864 6.7783197686076191 8.1707434654235822 128.58490677177906 13.007291257381437 31.190226389095187 2.8739907275885335 12.003519453108309 40.218607482500374 5.535487597808241 1.6589160971343506 4.3657183349132529 20.969121374189854 3.809591367840766 18.48641624301672 7.2646003514528257 4.8222286775708225 5.1211290135979644 4.9588696509599668 5.4113520979881278 28.311758257448673 6.3131612502038479 4.5174874663352966 3.2204247340559959 6.4295562580227834 2.9752069041132927 3.9713386073708534 1.3093287367373703 11.963315774686633
leaf_count=217 479 934 30 38 552 88 258 28 128 873 77 16 38 97 10 75 22 59 13 15 31 100 55 40 11 26 15 32 19 257
internal_value=0.000210716 0.000641522 -0.000443213 -0.000184881 0.000330963 0.0011936 -0.00119464 -0.00174195 -0.00317892 -0.00211666 0.000665667 -0.00032269 -0.00100294 0.00031406 -0.000674545 -0.000926861 -0.00158994 -0.00054204 0.000678579 0.000397093 -0.000338326 0.000158517 -0.00201424 0.0016625 -0.000399848 -0.00235944 -0.00121178 -0.00336354 -0.00317824 -0.00414392
internal_weight=692.453 417.443 275.01 235.356 155.776 265.453 79.5796 21.6558 14.8775 48.3894 134.12 151.99 73.4848 78.5051 69.1191 65.3095 46.8231 33.2008 71.0854 65.9643 44.9951 39.5838 11.272 15.0025 7.73791 18.1983 13.3761 6.94655 7.41975 13.6222
internal_count=4633 2170 2463 1984 815 1022 1169 186 156 911 629 1148 601 547 563 553 478 205 311 298 201 170 70 73 51 132 73 47 236 273
is_linear=0
shrinkage=0.00425398


Tree=201
num_leaves=31
num_cat=0
split_feature=1 0 1 2 2 1 0 0 1 2 2 2 2 2 0 1 1 1 0 2 0 1 0 1 2 2 1 1 0 2
split_gain=7.4972 7.50431 6.40226 4.03072 4.21576 7.08966 11.6566 7.37199 4.78548 4.63106 4.71961 4.36804 6.17637 3.59866 3.57121 9.00623 5.41415 3.35549 3.12627 3.37298 9.24191 5.42404 4.61092 4.36098 3.98842 3.82853 3.63484 3.52283 4.76928 3.12399
threshold=0.39170982905000007 0.47880302985000006 0.39394030120000006 37.232443001650005 42.546237522150008 0.39563186730000005 0.53499895210000015 0.57927906350000014 0.39814676205000005 42.388109226950007 37.345948426100009 41.835830569250014 41.559097512700014 49.960114208400007 0.50730517050000012 0.37644082515000005 0.36994401365000007 0.3975479776000001 0.50291907430000016 41.319407281650008 0.48368312325000012 0.34569324270000007 0.48654231910000006 0.34587287805000005 42.844429421150004 41.935569238650011 0.34527409360000011 0.34900152690000003 0.49588335680000006 41.873095646600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 -2 17 5 -5 -7 11 13 10 -9 12 -8 -6 18 16 -16 -4 19 -3 21 24 23 26 25 -21 -22 -24 -29 -1
right_child=2 14 3 4 8 6 7 9 -10 -11 -12 -13 -14 -15 15 -17 -18 -19 -20 20 22 -23 27 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00044677373947600211 -0.0058727379702571744 0.0020465006064012818 0.0014036639339499962 0.0054944910948562633 -0.0059978526131013819 -0.0050963822600149653 0.00092348712352934546 0.0072361277361616119 -0.00060402945956348824 0.0043455996738812194 -0.0040625596489558859 0.0032599443705021939 -0.0051822129751818253 0.0023887831474947146 -0.00012059988699308619 0.0011377987887423212 -0.0061559185005135028 -0.0034334229201333838 0.003440565878409396 0.0011277980824975439 -0.0026797538324962681 0.0033536152260672807 0.0012240203365195786 0.00065001737648701617 0.0022398800741041842 -0.0045470868503301584 -0.0095728620855387407 -0.0070568154348326093 0.00045528781067560094 -0.0010237167050640996
leaf_weight=75.965668092947453 5.4430330870673052 81.281389661133289 4.6420671269297626 6.6643441617488852 7.3107431419193727 9.9685804415494186 81.193544737994671 1.0066037131473446 83.125971331261098 2.2810175037011495 14.92389065120369 19.396248079836369 4.4579679593443862 1.5886373221874235 7.2856028974056226 54.317158341407776 7.9049524217844009 17.256826782599092 19.290963098406792 5.7242838144302386 3.9265613704919797 30.802907086908817 16.853573955595497 3.5445845797657967 11.826122261583803 6.4481502696871758 3.8787966370582581 3.7276989594101888 5.1119097247719765 71.568569979630411
leaf_count=547 91 289 24 16 127 111 353 9 807 14 370 65 27 18 42 209 60 398 66 19 17 131 59 13 39 38 27 25 21 601
internal_value=0.00021893 0.000644451 -0.000453112 -0.00033689 -0.000141318 0.000410962 0.000156673 0.000581513 -0.000980864 -0.00238491 -0.00334863 0.00109578 0.000605699 -0.00450075 0.00115759 0.000176399 -0.0032613 -0.00240807 0.00151204 0.00129715 0.000633975 0.00195115 -0.00131464 -0.00399556 0.000151035 -0.00187838 -0.00610522 -0.000130353 -0.0027126 -0.000266558
internal_weight=668.718 409.459 259.259 253.816 231.918 139.892 133.228 123.259 92.0254 18.2115 15.9305 105.048 85.6515 8.89938 261.925 69.5077 15.1906 21.8989 192.417 173.126 91.8446 54.8015 37.0431 11.3499 23.9986 12.1724 7.80536 25.6932 8.83961 147.534
internal_count=4633 2203 2430 2339 1917 965 949 838 952 393 379 445 380 145 1055 311 102 422 744 678 389 227 162 57 96 57 44 105 46 1148
is_linear=0
shrinkage=0.00505046


Tree=202
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 0 2 0 0 0 1 1 1 2 2 1 1 1 1 1 1 2 2 0 1 2 1 2 1
split_gain=12.5174 11.586 7.23729 8.0025 8.90912 5.27608 6.83541 5.25116 4.54447 4.34959 4.44984 5.14817 8.61603 7.41834 5.64412 6.37552 4.2642 7.75661 4.0966 6.6925 4.04315 3.70685 5.92317 10.1627 3.68458 3.65939 3.50027 3.35063 3.2162 3.1903
threshold=0.39078171310000004 0.47736594710000008 0.53146612375000013 0.57212358910000016 44.749265482150008 49.247968080500009 0.58035687555000015 44.578137159850009 0.6310290111500001 0.56974342085000018 0.5485614203000001 0.46280051495000007 0.45420795785000007 0.43540612555000008 41.835830569250014 39.525197829750006 0.4172030777500001 0.40651477500000005 0.4995808509000001 0.50491003265000012 0.42991227810000004 0.40437412050000004 40.300545846000013 41.489621506400006 0.59336546810000013 0.39670967935000007 41.542492784600007 0.30560462260000004 40.00488309970001 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 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 -2 9 -5 8 -7 -3 24 10 16 12 13 21 15 -15 17 -4 -8 -20 26 25 -23 -24 -6 -12 28 -1 -18 -29
right_child=2 7 3 4 5 6 18 -9 -10 -11 11 -13 -14 14 -16 -17 20 -19 19 -21 -22 22 23 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0038767970709798027 -0.0018203554456678688 0.0010604187268616792 0.00062777146873721457 -0.0022094204256621315 8.1510183589129505e-05 0.0020256555494766889 -0.0048457168702645097 -0.0013442692836849763 -0.001148360877083729 0.0026235451558822712 -0.0018086430770177645 0.0023148682241440851 -0.0045359586140654743 0.0015582128338018446 0.0026515258766928273 -0.0031241152870573855 0.0020191641602071942 -0.0037178030135921127 0.0036276865336146518 -0.0042113551183616451 -0.0012072588565527629 -0.0046791935424944191 0.0022630441124524281 -0.0049808372331382553 0.0037123977513119403 0.0045497777539200779 0.0032498567620330384 0.00020544563919881964 -0.00083173599736290147 -0.0010613428832059492
leaf_weight=3.6166045889258376 41.908994363620877 287.88517458736897 28.104824095964432 44.630436364561319 5.9235655292868676 5.5995378233492401 6.5312146879732591 12.719407215714453 7.0327545423060647 10.210562437772749 2.7305717542767551 7.6002204604446879 7.5820333883166304 8.4934705756604689 13.278418406844137 7.2136714011430731 15.098690755665304 6.8532547429203978 2.6877406388521194 3.2004213444888592 6.4623598009347907 9.2547421902418154 6.3865984082221967 4.3792281989008188 10.212322920560835 2.1861970797181129 15.811072155833243 67.518113609403372 8.1857512891292554 44.075003982521594
leaf_count=137 479 1090 118 889 29 32 73 87 68 32 29 29 99 34 39 40 45 44 8 71 32 97 20 42 24 15 43 423 32 433
internal_value=0.000173885 0.000580192 -0.000413642 -0.00017365 -0.00107579 0.000152604 -0.00133379 0.00095867 0.00130862 0.000310733 0.0001529 -0.00052887 -0.000880273 -0.000366252 0.000893768 -0.000592196 0.000738049 -0.000224144 -0.00284847 -0.000633106 0.00147637 -0.00183082 -0.00253059 -0.000683558 0.00237948 0.00101857 0.00191997 -0.000407329 0.00101692 -0.000294887
internal_weight=703.373 415.814 287.559 245.65 85.818 41.1876 18.0189 300.605 23.1686 159.832 149.621 69.1052 61.5049 53.9229 28.9856 15.7071 80.516 34.9581 12.4194 5.88816 45.5579 24.9373 20.0206 10.7658 16.1359 4.91677 39.0955 115.21 23.2844 111.593
internal_count=4633 2170 2463 1984 1194 305 184 1177 121 790 758 444 415 316 113 74 314 162 152 79 152 203 159 62 53 44 120 993 77 856
is_linear=0
shrinkage=0.00366249


Tree=203
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 2 1 0 0 1 0 0 2 2 2 2 1 1 0 1 0 0 1 1 1 0 1 2 0 0
split_gain=9.43095 9.91239 6.94826 5.19999 4.69735 3.95606 6.35227 12.7417 5.84416 5.77826 5.56829 5.45085 4.10433 7.40216 4.6169 4.42269 7.97958 3.89236 3.61045 3.23008 4.208 6.04415 5.30991 7.52053 5.15625 3.83664 3.67054 5.74879 3.35721 4.37631
threshold=0.39170982905000007 0.47721625100000004 0.39394030120000006 0.50634711535000021 37.232443001650005 42.580420142950011 0.39563186730000005 0.53499895210000015 0.57927906350000014 0.47447681205000009 0.58887458460000019 0.63013083440000017 41.835830569250014 41.559097512700014 40.806664626150003 40.890797847750008 0.42307116555000007 0.3975479776000001 0.51657136015000005 0.39670967935000007 0.55788748840000013 0.5541600551000001 0.42111014640000005 0.4172030777500001 0.44844465735000011 0.54284302865000023 0.39814676205000005 44.202975721700007 0.58320110180000018 0.56859076075000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 6 -6 18 12 -10 19 -12 13 14 -9 -16 -17 -4 -8 -7 21 22 23 26 -22 -24 -21 -28 29 -26
right_child=2 -3 3 -5 5 10 7 8 9 -11 11 -13 -14 -15 15 16 -18 -19 -20 20 24 -23 25 -25 28 -27 27 -29 -30 -31
leaf_value=-0.00052923525545888795 -0.0053729620456005166 0.0010645472235279937 0.0014923840712732354 -0.0032176076577115379 0.0047546963715296891 -0.0052544260596494455 0.0012626802988547369 0.00020717710457374651 -0.0043290657516999991 0.001131686617099665 0.0019850338722255264 -0.0029769727862948223 0.0028309844660200732 -0.0049931942246102005 0.0051742926096210694 0.0035611125935899051 -0.002935621247893368 -0.0031589127528814445 -0.0058580470048411205 -0.0054855996800398689 -0.0059079440481958458 0.0054488451425985084 -0.0061758929126970417 0.0048688438685019486 -0.003477862506835119 -0.00018632656535253199 0.0029418505086513634 -0.0039182524253714903 -0.0060049388260176367 0.0019071042224278699
leaf_weight=109.38462975248694 5.7880156263709059 308.60298715159297 4.7143237888813045 12.343932376243172 6.7977935522794715 4.5060062967240802 1.7829618677496899 59.464427977800369 9.028400160372259 7.2148322425782672 21.534379839897159 5.819895025342702 20.960490442812443 4.6512662321329108 8.6128016412258166 10.609361231327059 6.1984872668981543 17.713610086590052 8.493479557335375 3.3604099340736928 7.2583068571984795 3.5089439675211898 5.4232426080852729 5.6862019449472418 5.3143375888466817 3.739301685243845 5.8733509033918363 4.4385475851595402 2.5725718364119521 7.5755787901580334
leaf_count=973 91 1230 24 554 17 90 16 271 108 68 101 37 68 27 20 31 31 282 95 49 88 11 108 14 68 20 18 50 30 43
internal_value=0.000218912 0.000647465 -0.000442119 -0.000334502 -0.000193753 -3.07394e-07 0.000462274 0.000249314 0.000644343 -0.00190354 -0.000768406 0.000929317 0.00101889 0.000594673 0.00090086 0.00252353 0.00116521 -0.00218122 -0.0046226 -0.00155211 -0.00124741 -0.000185197 -0.000878353 0.000472068 -0.00274484 -0.00373151 -0.00135652 -1.09417e-05 -0.00126003 -0.000313044
internal_weight=688.973 417.988 270.985 265.197 252.853 230.425 143.814 137.017 126.74 16.2432 86.6111 27.3543 110.497 89.5363 84.8851 25.4207 16.8078 22.4279 10.2764 59.2568 54.7508 32.03 28.5211 19.3585 22.7208 9.16254 13.6723 10.3119 15.4625 12.8899
internal_count=4633 2203 2430 2339 1785 1479 752 735 624 176 727 138 448 380 353 82 62 306 111 589 499 270 259 131 229 128 117 68 141 111
is_linear=0
shrinkage=0.00454921


Tree=204
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 2 2 2 1 2 0 0 0 0 2 1 1 2 2 1 0 2 2 2 2 0 2 1 1 0
split_gain=3.24416 6.15498 3.79894 3.06853 5.14614 5.97051 5.50544 5.42586 2.49695 3.24458 2.497 4.72051 2.48589 2.85317 4.09554 3.78121 3.70578 4.84888 7.93541 3.03217 6.34758 2.89009 3.29759 2.82806 7.53421 5.09821 5.74948 3.13678 2.63717 4.98096
threshold=0.39170982905000007 0.39394030120000006 0.47721625100000004 0.39563186730000005 0.39814676205000005 36.558960102350007 49.064150740050003 37.232443001650005 0.34482500525000009 40.408647214050006 0.47396784530000008 0.47500074850000013 0.5116313883000001 0.5485614203000001 45.921757303800007 0.41218825785000007 0.43584024430000007 41.489621506400006 40.806664626150003 0.43837010870000009 0.57161462230000015 41.542492784600007 40.94178426300001 39.476991512000005 40.165165956550005 0.57161462230000015 37.345948426100009 0.4417083321000001 0.4529056016000001 0.57927906350000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 -6 10 -10 -1 -12 -9 14 21 -16 17 18 -15 20 -18 22 -14 25 -25 -21 -27 -26 -29 -30
right_child=1 3 -4 4 7 6 -8 12 9 -11 11 -13 13 16 15 -17 19 -19 -20 23 -22 -23 -24 24 27 26 -28 28 29 -31
leaf_value=-0.0014138668980970685 -0.0242640148037397 0.010294140962880166 0.0030093090042663463 0.018894830553475253 -0.012715803733326654 -0.025255076010056738 0.023127514139503876 -0.023318943217150414 -0.025608236781612437 -0.0042202338469494831 0.021189936531437994 -0.004411871678320918 0.0038929135317486174 -0.015173432038895904 0.022983309292641207 -0.026626637947988075 -0.0018790414008638032 -0.026820389237503961 0.019765879833394215 0.013518296143491329 0.027857600325632462 0.010030200398491411 -0.013813362399387841 -0.029678864687709 -0.021144021043509459 0.034376458136415135 -0.02351941022765797 0.0062355712859768157 -0.017664848499297503 2.0150451211513979e-05
leaf_weight=52.883327894844115 5.0422614505514494 10.408033910207449 281.87826481647789 2.0354492962360373 15.068120241165159 9.9017887506633979 1.1556507200002659 1.9359048455953587 3.4905877029523245 29.473938144743443 6.6253577992320043 6.0744657665491104 30.79315672814846 8.2215719856321829 0.85273079574108024 3.2623971095308661 8.2478393092751485 5.3698629010468713 4.3863218277692786 12.57717937231064 5.1189896985888472 30.04708862118423 5.4468937218189231 4.3454331415705374 3.3390959650278083 0.94200396165251632 3.7969442140311003 19.509879592806101 8.3386883288621885 43.903064867015928
leaf_count=523 91 51 1230 12 393 182 9 46 80 318 19 33 117 76 2 88 36 71 11 41 14 123 28 74 27 9 117 93 101 618
internal_value=0.000558906 -0.00132878 0.00176987 -0.000844916 -0.00135208 -0.0141209 -0.0201984 -0.000576309 -0.00177532 -0.00648499 0.000591938 0.00894431 0.000336303 0.000567005 0.00395932 -0.0163465 -0.00129742 -0.0101276 -0.00301795 0.000144175 0.00950897 0.00521992 0.00123165 -0.00114962 -0.00282404 0.00653165 -0.0120109 -0.00126998 -0.000345104 -0.00280268
internal_weight=624.472 244.046 380.426 239.004 228.596 13.0929 11.0574 215.503 98.5477 32.9645 65.5832 12.6998 200.435 198.499 70.4023 4.11513 128.097 17.9778 12.6079 110.119 13.3668 66.2871 36.2401 96.7523 79.4362 17.3161 4.73895 75.0907 71.7516 52.2418
internal_count=4633 2430 2203 2339 2288 203 191 2085 973 398 575 52 1692 1646 358 90 1288 158 87 1130 50 268 145 1080 913 167 126 839 812 719
is_linear=0
shrinkage=0.0209766


Tree=205
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 1 2 2 2 0 0 2 1 0 2 0 1 0 1 0 0 1 2 2 1 1 2 2 2 2
split_gain=11.5276 10.8887 6.06258 5.52952 5.40669 7.12506 6.28507 4.42793 4.31137 6.50777 6.33198 4.39381 4.335 5.41621 7.64258 5.40222 5.05594 4.11056 3.91531 10.4043 3.97924 7.34383 4.5015 9.93488 3.70266 6.95031 7.76524 3.59572 6.18617 3.65374
threshold=0.39078171310000004 0.47880302985000006 44.279556297950009 38.238138001450004 0.53017873715000008 0.4529056016000001 44.749265482150008 49.064150740050003 41.873095646600007 0.47787491390000009 0.41973294215000007 41.243661560350013 0.32467590790000006 0.47396784530000008 39.065416244600009 0.47847369840000004 0.34269932035000011 0.47774018740000007 0.4172030777500001 0.53998383280000006 0.5485614203000001 0.43584024430000007 40.300545846000013 41.489621506400006 0.45824975300000009 0.46636328255000009 43.61821939175001 46.095286511800005 47.74983977685001 49.247968080500009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -3 -2 -5 7 24 18 10 17 11 -1 -12 14 16 -15 -14 -10 19 -6 -20 22 -22 -24 -7 26 -26 -8 -29 -30
right_child=3 2 -4 4 5 6 27 -9 9 -11 12 -13 13 15 -16 -17 -18 -19 20 -21 21 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=-0.004168447866250747 -0.0017350938050819478 0.0011963362987119095 -0.001495043374406586 -0.001721872716013258 0.00080573545385996634 -0.0050727262106006121 0.0034181321070737465 -0.0028479511839461171 -0.00084980954865320206 -0.0055142072566396203 0.00328021656551282 0.0038042256552837791 0.0016161861863709371 0.0016869185640806565 -0.0055820082954961313 -0.0022015847407495194 -0.0035459457272084558 0.0032776616957226625 0.0019815135074615852 -0.0042091701727208991 -0.0056101518642692663 0.0011627746793360478 0.002339446180104043 -0.005391599512079381 0.0022476463532947531 -0.0030658173348619318 -0.004364528007235597 -0.0055057004270437663 0.0021696446942490984 -0.00085128400479085196
leaf_weight=6.5958318216726175 40.729770010337234 256.75635187327862 13.211583685129879 30.303830237127841 23.823518972843885 5.2081443406641474 4.6902041267603627 5.5756178498268119 64.897278981283307 4.3349417373538008 8.9410816952586156 1.2314987424761055 9.7316796481609362 37.811163820326328 4.7794183678925029 6.250328578054904 4.0270923320204011 3.8364789187908164 40.987116143107414 8.4008296392858011 3.821058325469493 46.841222546994686 6.3546863645315153 4.1089479550719261 10.275515414774416 19.237912626005709 3.6007363498210898 2.9989457596093443 10.175779990851881 14.683824209496377
leaf_count=217 567 934 88 400 100 52 15 77 553 38 23 19 39 125 48 33 43 10 126 67 30 186 20 38 43 439 60 43 43 157
internal_value=0.000192257 0.000597172 0.00106463 -0.000414652 -0.000191575 2.84321e-05 -0.000972485 0.000535433 -0.000230698 -0.000909821 0.000394523 -0.00291408 0.00075652 0.000396062 -0.001361 0.00113532 0.000105268 -0.000619428 0.000675859 -0.000501641 0.00104745 0.000421126 -0.00201083 -0.000696446 -0.00203587 -0.00155824 0.000531859 0.000279524 -0.000248885 0.000385273
internal_weight=704.222 422.405 269.968 281.818 241.088 210.784 70.8711 139.913 152.437 73.0687 79.3681 7.82733 71.5408 62.5997 18.5382 44.0615 13.7588 68.7338 134.337 32.2243 102.113 61.1259 14.2847 10.4636 38.3223 33.1142 13.8763 32.5488 27.8585 24.8596
internal_count=4633 2170 1022 2463 1896 1496 852 644 1148 601 547 236 311 288 130 158 82 563 567 167 400 274 88 58 594 542 103 258 243 200
is_linear=0
shrinkage=0.00387461


Tree=206
num_leaves=31
num_cat=0
split_feature=1 2 0 0 2 0 0 0 1 0 0 2 2 2 2 1 0 0 2 0 0 2 2 1 2 0 2 1 1 0
split_gain=16.0184 11.4144 14.2875 9.34795 7.81273 5.98398 4.29266 4.03639 8.83495 8.22085 10.3051 6.25357 4.99837 5.44592 5.32753 4.71038 5.02411 6.41384 10.1859 7.31926 4.96343 9.70211 4.84249 4.619 4.47504 6.33287 5.2576 4.39999 4.37401 6.02675
threshold=0.4529056016000001 44.202975721700007 0.41973294215000007 0.5796383342000001 44.749265482150008 0.5641597557000001 0.68131193680000013 0.47880302985000006 0.37227927305000003 0.5116313883000001 0.50291907430000016 42.154118731400011 43.477771593600004 42.759119507950011 42.686561923500008 0.44618424600000006 0.52432561900000019 0.5380527529500001 43.895345911700005 0.54695967185000016 0.56579144335000009 41.087689990200012 40.806664626150003 0.40206880030000008 41.404176814550006 0.52769378160000013 39.955516828000007 0.43837010870000009 0.3975479776000001 0.53499895210000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 7 5 -2 -6 11 -9 10 -10 -4 13 14 -13 16 -11 18 23 -19 -21 22 -22 24 25 26 -18 -23 -27 -30
right_child=4 -3 3 -5 6 -7 -8 8 9 15 -12 12 -14 -15 -16 -17 17 19 -20 20 21 27 -24 -25 -26 28 -28 -29 29 -31
leaf_value=-0.0025374971215919181 0.00055923517741948974 -0.00070709260413427623 0.00049782840825413077 -0.0034438295546560041 0.00039350625389315472 -0.0020314850845148365 -0.003244387329509997 0.0011212607938893911 0.00078381276495205433 0.0011166613415641855 -0.0042947340566886136 -0.0015518007796756956 0.0010181013058578043 -0.003277268997105935 0.0024721296194224617 0.001782125114962308 -0.0040228352509305452 0.0011160193843311413 0.0029796608653264063 -0.0010669263378946566 0.00027808878836182332 0.00037957952802518066 0.0040119092733817549 -0.0045218004586187674 -0.0025243219695336746 0.0022474608332501114 0.00078505161689616863 -0.0042803375446399949 -0.0037060253178218244 0.0019368980526482222
leaf_weight=12.636022846214471 8.5643004328012449 77.713319202885032 81.234088834375143 4.7714314311742774 31.860914260149002 46.859155951999128 2.8717755600810042 202.49356693774462 6.1498445868492109 46.910675585269928 6.8700402937829494 10.205352887511259 7.5244452618062487 9.7761194165796024 3.6200934387743464 19.228460110723972 5.2600324377417582 56.879376597702503 4.8647136986255637 31.427823767066002 4.9892712570726889 3.291051283478736 6.4913002848625183 3.5000987276434889 11.483843628317116 7.8132431358098966 2.847085565328598 3.2915694564580917 3.1644661724567413 2.9891606420278549
leaf_count=344 40 660 358 68 189 873 69 718 30 157 62 72 36 105 12 58 56 186 11 197 35 13 13 28 122 33 20 28 31 9
internal_value=0.000157333 0.000316361 0.000458462 0.000527661 -0.000967032 -0.00163115 9.27172e-05 0.000562604 0.000688292 0.000302834 -0.00189592 8.16569e-05 -0.00100449 -0.00164931 -0.000498164 0.000436337 0.000303771 4.66234e-05 -0.000897451 0.000418702 -0.000382716 0.000807729 0.00238925 -0.00140641 -0.00108148 -0.000330845 -0.00233439 -0.00195056 0.000832117 -0.000964942
internal_weight=727.583 637.426 559.713 547.077 90.1561 55.4235 34.7327 542.306 429.946 227.452 13.0199 112.36 31.126 23.6016 13.8254 214.432 195.204 148.293 41.9226 106.37 49.491 18.0632 11.4806 37.0579 33.5578 22.074 8.10712 6.58262 13.9669 6.15363
internal_count=4633 3462 2802 2458 1171 913 258 2390 1807 1089 92 583 225 189 84 997 939 782 310 472 286 89 48 299 271 149 76 41 73 40
is_linear=0
shrinkage=0.00284985


Tree=207
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 1 0 1 1 1 0 2 0 2 0 1 0 2 0 1 0 2 2 1 1 2 2 0 0
split_gain=13.3267 13.9448 6.738 7.4333 5.36132 4.64931 4.47016 4.44774 4.58809 7.85583 4.26904 6.17853 4.51487 4.15588 3.99075 7.69844 3.84097 6.24184 3.76145 3.51701 7.31177 5.48651 3.33057 7.3997 3.30393 5.62043 3.27281 8.37309 3.20975 6.4273
threshold=0.39078171310000004 0.47721625100000004 0.50634711535000021 0.53146612375000013 37.232443001650005 0.5485614203000001 0.43584024430000007 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.3447651268000001 0.39587138110000003 40.408647214050006 0.47396784530000008 35.119813570500007 0.54413041525000005 0.43837010870000009 0.57161462230000015 35.771221912400001 0.45995628875000011 0.35696536035000009 0.47673722340000008 44.202975721700007 43.968221017800005 0.41625999220000004 0.40272746325000003 41.489621506400006 40.806664626150003 0.5206281249000001 0.50913146310000013
decision_type=2 2 2 2 2 2 2 2 2 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 22 14 24 26 8 9 28 11 -1 -12 18 15 -5 17 -8 -13 -14 21 -21 23 -2 25 -6 27 -7 29 -3
right_child=2 7 -4 4 5 6 16 -9 -10 -11 12 13 19 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0029062794072905978 -0.00177522430099618 0.0011866582197803256 -0.0027032793903521402 0.004464258527081307 0.00073997941083973667 -0.0026105382081920421 -0.00016052315745533909 -0.00090568369039952521 0.0034731681807361964 -0.0033137397040667988 -0.0045366834623211325 0.0020863733877316557 -0.0029654605771393602 0.0022873811378015083 -0.003644538537356635 -0.0021656688714941424 -0.00020355232178630164 0.0045978135233336343 -0.00041847931788159797 -0.0029282904961942351 0.0036667448234498318 0.00046601760784080654 -0.0038637792879144743 0.0036268637749889993 0.0014679952852215275 -0.0032288745635539028 -0.0033859477554707418 0.0033607977407917548 0.0034731735286957963 -0.00066813544004831402
leaf_weight=7.8909986801445475 29.645109493285418 250.76914224028587 15.030709772370754 2.9754677712917355 20.910011209547523 8.667899005115034 8.5570580512285215 14.899322725832461 9.6451749652624112 5.198656238615512 4.9280139254406086 8.9577151592820865 8.2612897008657438 11.999025553464888 8.3179832790046913 8.2963475249707681 98.103616293519735 5.7727216780185691 45.953052163124084 11.317063983529811 4.7375071421265593 12.566970117390154 7.1133452244102946 3.5504292026162139 44.613075323402882 5.671997793018817 8.6920392103493196 4.4406492859125128 6.7992155104875556 25.761398203670979
leaf_count=188 283 926 554 7 88 76 36 75 23 26 83 52 159 37 109 161 642 14 281 107 12 54 185 11 148 35 103 11 21 126
internal_value=0.000199723 0.000591044 -0.000400025 -0.000269547 -1.90383e-05 0.000149517 -0.000237909 0.00097983 0.00107405 0.000993847 -0.000452748 5.30962e-05 -0.00135772 0.00040211 -0.0017866 -0.000415539 4.62414e-05 0.00175636 -9.85715e-06 -0.000932969 -0.000346312 -0.00114232 -0.00166797 -0.00119744 0.000879985 -0.000106884 -0.00170337 -0.00058769 0.00107288 0.00101387
internal_weight=710.043 429.685 280.358 265.328 225.019 205.429 134.234 313.073 298.174 288.528 116.612 74.8008 41.8108 66.9098 19.5898 11.2718 112.433 14.3298 54.9108 36.8828 28.6215 23.884 40.3089 33.1955 71.1951 26.582 21.8006 13.1085 283.33 276.531
internal_count=4633 2170 2463 1909 1430 1153 882 1197 1122 1099 973 558 415 370 277 168 692 50 333 332 173 161 479 294 271 123 190 87 1073 1052
is_linear=0
shrinkage=0.00353616


Tree=208
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 0 2 0 0 2 0 1 0 1 2 1 1 2 2 2 0 0 0 0 2 1 1 1 1
split_gain=3.26662 5.67415 3.7378 2.98548 3.86029 2.9883 5.09113 3.94818 3.40571 3.27276 2.83181 2.65489 2.64527 6.69797 4.23442 9.54951 2.84416 4.05832 4.25932 5.71802 2.5754 5.63782 6.29803 3.70809 3.53515 3.30129 4.86512 2.87239 3.91025 2.41665
threshold=0.39170982905000007 0.39394030120000006 0.47880302985000006 0.47847369840000004 40.518963363600001 41.873095646600007 0.47787491390000009 41.741384785950011 0.47774018740000007 0.47736594710000008 33.036871954450007 0.68131193680000013 0.34007963835000005 0.46898296455000005 0.34536391125000004 39.525197829750006 0.33400197600000009 0.32467590790000006 39.476991512000005 35.771221912400001 48.109449608500007 0.45798030000000006 0.47568935060000012 0.3733870243500001 0.47673722340000008 42.783136484500005 0.34530403280000005 0.3447651268000001 0.35799826355000003 0.39563186730000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 7 8 9 20 12 -3 29 16 -14 15 -15 17 18 19 -1 21 23 27 -7 -24 -26 -27 -23 -29 -12
right_child=1 10 -4 4 -6 6 -8 -9 -10 -11 11 -13 13 14 -16 -17 -18 -19 -20 -21 -22 22 24 -25 25 26 -28 28 -30 -31
leaf_value=0.011501480254643487 -0.020338731219753416 -0.019370308058647263 0.0028378744796213767 0.0010920271631031588 -0.025346292812644992 0.0093605086036810843 -0.025439570745265747 0.017689905863324206 0.01482314516006121 0.0078150218558896197 0.0079922024452606637 -0.019487105408107244 -0.020171114970540811 0.011692180884570883 0.01503889213606115 -0.019641540543066653 0.014766583164138808 -0.016138804900453257 0.01590686890289221 -0.027011448621302041 0.0028378583564807134 0.015416326040679294 -0.022753688733795595 -0.020380064843552637 0.0051751550408530335 0.005456993246775569 -0.025452715461754604 -0.011687773398459288 0.014485532566609316 -0.00074205158579283381
leaf_weight=2.5478814691305178 4.7575645549222818 2.5484953452832988 243.95379350334406 3.4845948219299308 3.4910918809473515 1.5412623956799496 3.0078785270452491 4.9860982429236165 3.6754718720912924 17.117397919297218 10.473907738924025 2.3117054174654177 6.8457660358399179 5.8287741392850894 4.6785390377044669 6.4924433380365372 5.1884778067469588 3.866965618915855 5.5020807571709156 2.3310613594949245 18.007348157465458 7.0345111042261141 4.2248816490173366 9.3829600121825916 6.3063882589340192 2.726320281624794 3.9199241250753403 4.2033118084073067 3.1556204929947853 222.55718477629125
leaf_count=35 91 162 1055 13 31 16 27 16 10 52 51 136 161 19 16 40 23 61 42 49 75 22 59 257 26 13 34 40 11 1990
internal_value=0.000490086 -0.0011235 0.00151103 -0.000808527 -0.0121394 -0.000212312 -0.00284425 0.0024921 -0.00178526 0.00123749 -0.000739215 -0.000537462 -0.00136383 -0.00533002 0.000646453 -0.00481856 0.00350207 -0.000599963 0.00518831 -0.00689923 -0.00279421 -0.0051808 -0.00137343 -0.0161841 -0.00863864 -0.0040346 -0.0127734 0.00729706 -0.000464267 -0.000349478
internal_weight=626.15 242.649 383.501 139.547 6.97569 132.571 67.1859 65.3855 64.178 60.3994 237.891 235.343 43.282 23.8455 16.9998 12.3212 19.4365 14.248 10.381 4.87894 60.5025 42.4952 31.571 10.9242 17.1775 12.9526 6.64624 14.3934 7.35893 233.031
internal_count=4633 2430 2203 1148 44 1104 590 514 563 498 2339 2177 446 236 75 59 210 187 126 84 553 478 205 273 132 73 47 73 51 2041
is_linear=0
shrinkage=0.01777


Tree=209
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 2 0 2 1 0 0 1 1 1 0 0 0 1 1 0 0 1 0 1 2 2 0 1 1 2
split_gain=2.90719 2.52435 4.29727 3.11311 4.01966 2.6757 2.6561 2.70102 3.09967 2.57069 6.28911 6.09848 4.18786 6.23763 4.63272 7.30365 3.97126 5.44395 3.49357 2.92617 4.27149 3.35027 2.5285 3.63881 2.39404 3.08672 2.38592 2.30583 4.10639 3.72942
threshold=0.50634711535000021 42.720329370750001 42.684965421050009 0.58887458460000019 0.47634801355000006 42.686561923500008 0.41973294215000007 41.243661560350013 0.31168228495000011 0.60710757165000018 0.63013083440000017 0.48616807880000007 0.48522499325000007 0.45932756505000005 0.58887458460000019 0.55788748840000013 0.54191491270000014 0.42111014640000005 0.41347564445000012 0.51657136015000005 0.4995209724000001 0.39814676205000005 0.54413041525000005 0.43593006200000012 48.109449608500007 48.914776625700007 0.53312775065000018 0.46636328255000009 0.46280051495000007 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=1 2 3 6 -5 -4 7 -1 -9 11 -11 12 13 14 15 16 17 18 19 20 -3 26 -18 -24 -2 -26 -21 28 -8 -29
right_child=24 9 5 4 -6 -7 27 8 -10 10 -12 -13 -14 -15 -16 -17 22 -19 -20 21 -22 -23 23 -25 25 -27 -28 29 -30 -31
leaf_value=-0.023090457239755554 -0.022502070758392119 -0.002294318042892643 0.022912203984661886 -0.025374061706412709 0.0012247435265422138 0.00013453206794134591 0.0016661990642086292 -0.022725756497038001 0.039819528584746536 0.016872480788351372 -0.012163829629224411 -0.026869577791721871 0.022335672288702133 -0.027141585499154752 0.017295010924624661 -0.021735786062410972 0.026243437548294099 -0.027797782061896942 0.016187734483009853 -0.024014516561369676 0.011280099642591718 0.0021967792581727781 -0.01143738597880564 0.020434851582787978 0.014727151962380679 -0.023080478485038868 -0.0025290274591040158 -0.027705366487472984 0.019320710723534237 0.016366728001776711
leaf_weight=3.9502830826677373 4.7289509153924865 80.757943407632411 7.2146970033645612 4.7475102348253113 6.3411457687616348 3.7428718283772469 397.65143355820328 0.6988968178629873 0.82626106590032578 10.389255382120608 5.4261436015367499 4.6965757980942717 3.4201498031616202 4.6172688677906981 6.1109677702188483 8.5420788656920177 3.7926194574683887 3.7874362226575604 5.2907027043402186 7.8190904492512363 12.838018849492071 6.7477868050336829 3.534486910328269 3.3190237656235695 2.646246924996376 1.6914348769932983 3.6100299749523401 2.9800151837989679 6.3968974016606799 1.3256348520517347
leaf_count=217 468 596 56 107 119 18 1991 46 3 44 36 68 8 79 21 109 10 104 25 157 60 39 41 11 15 71 19 66 22 7
internal_value=0.000543314 0.000725772 0.00161562 0.00126707 -0.0101633 0.0151318 0.00157335 -0.0135506 0.0111584 -0.00149439 0.00691034 -0.002331 -0.00158356 -0.00212616 -0.00133586 -0.00214886 -0.000876494 -0.00200401 -0.00116948 -0.00199108 -0.000432393 -0.010017 0.0119226 0.00399773 -0.011744 -1.55488e-05 -0.0172281 0.00177614 0.00194571 -0.0141363
internal_weight=619.642 610.575 435.876 424.918 11.0887 10.9576 413.829 5.47544 1.52516 174.7 15.8154 158.884 154.188 150.767 146.15 140.039 131.497 120.851 117.064 111.773 93.596 18.1769 10.6461 6.85351 9.06663 4.33768 11.4291 408.354 404.048 4.30565
internal_count=4633 4079 2652 2578 226 74 2352 266 49 1427 80 1347 1279 1271 1192 1171 1062 1000 896 871 656 215 62 52 554 86 176 2086 2013 73
is_linear=0
shrinkage=0.0218597


Tree=210
num_leaves=31
num_cat=0
split_feature=1 2 1 0 0 1 0 2 2 1 2 0 2 0 2 2 1 2 0 0 0 1 2 0 1 0 0 2 2 2
split_gain=2.52406 2.23474 2.75272 2.18041 2.78648 2.34043 5.25948 6.2958 2.71465 2.66196 2.15297 5.50072 6.07977 5.02865 3.35386 4.63978 2.9323 2.31015 5.98253 4.14885 2.76714 2.48364 2.09364 2.00522 4.77834 2.22294 2.63828 4.17083 1.97091 4.52393
threshold=0.50634711535000021 48.109449608500007 0.58454836680000011 0.39587138110000003 0.3733870243500001 0.3584174126500001 0.49194634890000005 42.055256506450007 31.914316944300001 0.36042334060000009 41.873095646600007 0.48104847160000008 43.477771593600004 0.48389269780000005 43.157831852650006 42.527280425250005 0.34542378970000004 48.96897326980001 0.39614083410000006 0.42615490555000007 0.47550971530000002 0.31118828780000007 43.182896969600009 0.47076434840000009 0.3447651268000001 0.47673722340000008 0.47774018740000007 42.759119507950011 41.542492784600007 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=3 -2 -3 4 -1 6 8 -8 -5 -7 28 12 23 16 15 -15 -13 18 -14 21 -21 -20 -9 -12 -25 -26 -27 -28 29 -10
right_child=1 2 -4 5 -6 9 7 22 10 -11 11 13 17 14 -16 -17 -18 -19 19 20 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=0.0081336575979348291 -0.018659533063034712 0.0093057107868887035 -0.022956088086214667 -0.025211464985361819 -0.021085106347577126 -0.012856085421369762 0.019229970727730878 -0.0091314600600718634 0.0026181979329138812 -0.00013623795810650583 -0.023826903851901265 -0.0018823419329017652 0.02725551378505834 0.0030920570518431002 0.0079098742584478611 -0.022111428318016189 0.014018310322983339 -0.0076166067378846359 -0.02796745941650872 0.014236318998148713 -0.00035841335466844958 -0.0025401945989300917 0.0079164236440564667 0.0076712440619488382 -0.02180450410785343 -0.00042976055563293881 -0.023796325411272325 -0.0019209741827426905 0.0082129652189282566 -0.017796252368183725
leaf_weight=1.6018568016588677 4.2895321156829578 3.0106301214545965 1.2306507136672733 1.2817165544256557 3.296855993103236 5.5235288403928271 12.100519895553591 4.7140925079584104 107.06657620891929 336.63624235242605 2.8654933013021937 4.9257259517908123 3.2334311008453396 4.7957706078886968 5.7891313508152953 4.8550202921032906 17.233525075018406 7.0569764375686637 2.2277768142521408 6.7162493020296123 11.882325720041989 2.94762022793293 4.8044375032186508 5.3446683213114765 5.2258687559515264 7.9967189207673099 6.4210341870784742 5.2186501994729042 19.408362805843353 3.7097431644797316
leaf_count=18 468 47 39 38 170 84 50 23 585 2382 38 20 5 18 18 29 90 40 28 27 59 24 19 18 78 44 55 25 73 21
internal_value=0.000406702 -0.00941007 -5.53778e-05 0.000545151 -0.0115307 0.000643748 0.00195139 0.0105315 0.00116608 -0.000341576 0.00130999 -0.000629757 -0.00374668 0.00493579 -0.00302666 -0.00958705 0.0104838 0.00164223 0.00406155 0.000907004 0.00491198 -0.0134855 -0.000526613 -0.00929722 -0.0079189 -0.0112703 -0.00846686 -0.0139885 0.00287055 0.00193455
internal_weight=613.411 8.53081 4.24128 604.88 4.89871 599.981 257.821 21.619 236.202 342.16 234.921 104.736 67.1368 37.5992 15.4399 9.65079 22.1593 34.0644 27.0074 23.774 18.5986 5.1754 9.51853 33.0724 30.2069 24.8623 19.6364 11.6397 130.185 110.776
internal_count=4633 554 86 4079 188 3891 1425 92 1333 2466 1295 616 441 175 65 47 110 183 143 138 86 52 42 258 220 202 124 80 679 606
is_linear=0
shrinkage=0.0181742


Tree=211
num_leaves=31
num_cat=0
split_feature=2 0 2 1 0 0 0 2 0 0 1 2 0 2 2 0 1 2 0 0 0 2 2 1 0 1 0 0 2 2
split_gain=2.43259 2.37081 2.10762 2.04849 4.70491 8.55511 4.64457 5.12782 4.27152 5.87408 7.65364 3.47326 3.24196 3.77552 3.06498 2.53448 8.45127 4.11766 5.28437 5.0348 3.90099 3.5055 4.68365 3.40322 3.2258 3.14581 6.50368 2.64404 3.40813 2.46711
threshold=51.757767929250001 0.61400856260000014 31.914316944300001 0.37227927305000003 0.51484985480000012 0.50291907430000016 0.50035927070000008 38.621016321050007 0.5116313883000001 0.50452082270000009 0.38334181610000007 43.813842866750008 0.4560492201000001 35.771221912400001 38.983591653800012 0.47938684470000009 0.35585760905000008 41.257948413050009 0.48588365620000007 0.47943175355000006 0.47787491390000009 42.684965421050009 42.720329370750001 0.34515433670000012 0.47736594710000008 0.34569324270000007 0.48185683060000012 0.48149755995000004 43.157831852650006 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=2 -2 -1 4 5 6 7 12 9 10 -5 -11 13 -4 -9 20 17 18 -17 -19 24 25 -23 -22 29 26 -21 -24 -29 -16
right_child=1 -3 3 8 -6 -7 -8 14 -10 11 -12 -13 -14 -15 15 16 -18 19 -20 21 23 22 27 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.011084803833441436 -0.019828598938169288 0.0039347804420846047 0.0062805645460136967 0.01301793733867071 -0.019952746365368416 0.01376597429096856 -0.014326740773692183 -0.016214360112710297 3.8467890191946045e-05 -0.028251055439782343 -0.023317822500109591 -0.0017836899449085524 0.010629009395197822 -0.021189681508795834 0.012731976085907397 0.0040067426854357513 -0.018407860440776806 0.019726551564990771 0.019031342778240826 -0.027520949595788408 -0.018524894644705761 0.018819270129666801 0.0077828427650696638 -0.0032203516999971885 0.0079635895932100177 0.0012389141513544891 -0.0025745303699789635 -0.013924170200796122 0.0034460837273102242 -0.00177176969258666
leaf_weight=5.1137492323759934 3.7685049399733535 2.1633480796590447 4.9354169033467761 5.7175142914056796 3.2708497904241076 18.546785980463028 6.2644588351249686 3.5498963668942443 278.95428694458678 5.6555518191307774 2.8404475525021553 2.2763700559735298 28.20770962536335 2.4513616468757391 4.0446844268590203 23.68032182008028 5.9450350031256667 4.5958182215690604 11.329618763178585 4.6447588726878193 6.9082276746630695 6.1074795722961417 11.593890704214575 15.269430585205553 15.592713326215742 20.825743347406387 12.985916562378405 6.266667664051055 9.0198765918612462 75.611757433507591
leaf_count=222 136 24 37 17 32 69 34 19 2286 53 56 17 107 82 14 87 36 22 47 33 45 56 39 77 54 82 52 33 32 733
internal_value=0.000367729 -0.0111621 0.0004813 0.000580357 0.00162916 0.00186575 0.00107702 0.00142975 -0.000490474 -0.00943842 0.000957844 -0.0206552 0.00783474 -0.00283566 0.000471729 0.000724409 0.00260917 0.00373431 0.00886888 0.00137029 -0.00115342 0.000189481 0.00451671 -0.00798764 0.000437843 -0.00352242 -0.0091466 0.00126704 -0.00367479 -0.00103532
internal_weight=608.138 5.93185 602.206 597.093 301.648 298.378 279.831 273.566 295.444 16.4899 8.55796 7.93192 35.5945 7.38678 237.972 234.422 116.995 111.05 35.0099 76.0402 117.427 71.4443 32.9879 22.1777 95.2492 38.4564 17.6307 26.8804 15.2865 79.6564
internal_count=4633 160 4473 4251 1822 1790 1721 1687 2429 143 73 70 226 119 1461 1442 519 483 134 349 923 327 160 122 801 167 85 104 65 747
is_linear=0
shrinkage=0.0180931


Tree=212
num_leaves=31
num_cat=0
split_feature=1 2 2 0 0 0 0 2 2 0 2 0 1 0 2 2 2 2 2 0 2 1 2 2 2 1 1 0 0 1
split_gain=2.13077 2.11711 2.6355 1.79936 2.54877 1.79389 4.62902 3.82793 2.30721 1.85996 3.25276 2.93175 2.99086 2.4413 3.24631 2.43314 1.7515 3.47465 1.57567 4.44523 3.24661 2.69494 2.72257 4.23367 5.15009 3.0237 5.46581 3.24079 2.51601 3.16893
threshold=0.50634711535000021 48.109449608500007 48.914776625700007 0.39587138110000003 0.3733870243500001 0.52432561900000019 0.52769378160000013 39.955516828000007 44.279556297950009 0.47880302985000006 43.521589032450009 0.50913146310000013 0.3465914194000001 0.47847369840000004 40.518963363600001 43.157831852650006 42.670715716450012 41.404176814550006 41.873095646600007 0.47787491390000009 41.741384785950011 0.36042334060000009 43.564719632750005 42.759119507950011 42.686561923500008 0.34575312120000007 0.34007963835000005 0.3972336157500001 0.47736594710000008 0.34007963835000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 -7 16 13 15 12 -12 18 -15 -11 17 -9 20 21 28 22 23 24 -20 26 27 -24 29 -5
right_child=1 2 -4 5 -6 6 -8 8 -10 10 11 -13 -14 14 -16 -17 -18 -19 19 -21 -22 -23 25 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0080297220638982317 -0.020216801896124501 0.011792951029802323 -0.020765887154754782 0.0049271954556069251 -0.022721155490400217 -0.026851918283748073 -1.7975019600986852e-05 0.008651716514414631 -0.021635808291856289 0.0027776522097745717 -0.012708959204219366 -0.019202349317930651 0.0055267716792717905 0.0010869107696189037 -0.026766792566425099 0.01215816385202656 0.011208887698807129 -0.025768784163237701 -0.007699706836892437 -0.026826069302252047 0.018317934093408067 0.01223930461989866 0.0042408119788594654 -0.020990594892897271 0.021223755971547974 -0.014238928107540259 0.01807717121235345 -0.013148238645709543 0.0076308744823368755 -0.006283403343988643
leaf_weight=1.6275139898061741 3.877485119737683 2.6771891117095947 1.5174127081409094 17.075226608663797 2.9589342186227441 4.4026169627904883 220.78882119618356 2.4183206446468812 2.4453293597325683 195.12465810403228 5.4510830342769649 4.445510881021618 9.8068337235599738 3.4259077757596961 3.1094751842319965 11.401012551039456 3.3238832745701075 2.1654921323060989 11.945336816832425 2.6964015811681739 4.6377182975411406 5.5010730009526005 12.008998431265363 6.4835768453776828 3.0005807355046263 4.0919345766305915 7.6144417561590663 6.4002327881753436 16.503457188606262 23.125376101117581
leaf_count=18 468 15 71 146 170 57 1604 20 93 877 25 87 69 13 31 37 22 33 92 27 13 38 50 87 8 75 27 65 52 243
internal_value=0.000368626 -0.00970366 1.4671e-05 0.000505507 -0.0118091 0.000601335 -0.000733265 -0.0114362 -0.00488061 0.00148973 0.00256449 -0.00509768 -0.000988173 -0.000415474 -0.0121656 0.00329549 0.000300664 -0.00760927 0.000218727 -0.00206271 0.00244069 -0.000892223 -0.00229367 -0.00767102 -0.00189296 0.00153272 0.00401264 -0.00180474 0.00114212 -0.0015217
internal_weight=602.052 8.07209 4.1946 593.98 4.58645 589.393 235.544 14.7556 10.353 353.849 226.229 19.7034 15.2579 127.62 6.53538 206.526 7.9077 4.58381 121.084 59.7426 61.3418 57.0462 51.5451 21.4295 14.9459 30.1156 26.0237 18.4092 56.7041 40.2006
internal_count=4633 554 86 4079 188 3891 1829 225 168 2062 1095 181 94 967 44 914 75 53 923 469 454 442 404 187 100 217 142 115 441 389
is_linear=0
shrinkage=0.0197371


Tree=213
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 2 1 1 0 2 1 2 0 1 1 0 1 1 2 2 0 0 1 2 1 1 2 2 2
split_gain=10.9765 11.0248 5.93697 6.31806 4.65072 4.40851 4.36692 3.67051 5.15313 4.67916 3.61336 3.5753 3.51961 4.28267 3.51952 3.86753 4.18598 3.17584 5.86834 3.00258 4.27418 5.41831 2.90125 6.04863 4.18241 4.38196 2.83556 2.75654 6.58389 2.47992
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.54504356155000011 36.772607578000013 0.5380527529500001 43.61821939175001 0.3447651268000001 0.33894194785000004 0.45995628875000011 40.408647214050006 0.30560462260000004 44.578137159850009 0.51017933595000009 0.50634711535000021 0.43584024430000007 0.56065686655000013 0.43837010870000009 0.44844465735000011 41.362929270750008 40.806664626150003 0.55131582885000008 0.45995628875000011 0.34584293880000011 41.808689985400001 0.34518427590000006 0.40437412050000004 44.202975721700007 43.968221017800005 42.654057868200006
decision_type=2 2 2 2 2 2 2 2 2 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 27 5 26 6 -4 8 9 11 -9 -1 -3 -14 15 19 -17 -18 -19 20 21 -6 -12 24 -24 -26 -5 28 29 -2
right_child=2 12 3 4 14 -7 -8 10 -10 -11 22 -13 13 -15 -16 16 17 18 -20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0043286827784832652 -0.0015443102194587215 0.0011394858273023477 -0.0026441510120818923 0.0040266624794052467 0.0010666750000195408 0.0015034270341928598 0.0014883544842519008 -0.0049978678549625422 0.0016361411172939339 -0.0054000715682606766 -0.0032957359154613891 -1.5672683222463541e-07 0.00080611799037295321 -0.003730622401019588 -0.0026513021044834977 0.0020438714827897423 0.0020406895468785078 -0.0033940249531998631 -6.5505062670286851e-05 -0.0031308528211515161 0.0023915609818634109 -0.0040322669752703147 0.00082933717845896525 0.002940139309712804 -0.00042378228708012371 -0.0052304831092852408 -0.0036145870299416722 -0.0043978598715122118 0.0038761025245880091 -0.0048663938600377547
leaf_weight=3.3874311698600641 23.947532828897245 289.80024271458387 9.7882086113095301 0.85758258402347465 6.1656359061598831 49.556189827620983 7.3016876205801955 4.2216484835371366 23.414917733520269 3.2129000425338736 7.2734570503234854 39.655309863388538 9.0355272069573385 5.4590578377246848 10.540978174656628 15.866734668612478 9.3634202331304532 9.7534031402319652 77.462706916034222 11.519328255206345 5.7775443643331519 7.6214497834444046 7.6800212264061036 6.6137981899082652 5.8657588176429254 6.582732018083334 10.751994803547857 6.0168252242729059 3.4334431588649741 4.3411802425980559
leaf_count=137 215 1103 61 2 24 173 30 83 89 32 159 300 35 59 445 52 36 84 541 122 17 73 30 23 41 79 324 185 11 68
internal_value=0.000233174 0.000648369 -0.00040054 -0.000158876 -0.000581849 0.000892627 -0.000878531 -0.000462261 9.02948e-05 -0.000692223 -0.00146905 -0.000340808 0.00104222 -0.000902543 -0.000395858 -0.000230217 0.000118811 -0.00019745 -0.000437734 -0.00149283 -0.000528384 -0.001752 -0.00103109 -0.000415142 -0.00151762 -0.00296555 -0.00305014 -0.00188826 -0.00141226 -0.00205412
internal_weight=682.269 412.203 270.066 232.327 165.681 66.6461 17.0899 107.908 69.6706 46.2556 38.2374 43.0427 304.295 14.4946 154.071 143.53 112.446 96.5795 87.2161 31.084 19.5646 13.7871 34.0158 26.7423 20.1285 12.4485 11.6096 37.739 31.7222 28.2887
internal_count=4633 2170 2463 1984 1720 264 91 973 558 469 415 437 1197 94 1394 949 713 661 625 236 114 97 332 173 150 120 326 479 294 283
is_linear=0
shrinkage=0.00404408


Tree=214
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 2 0 1 2 0 2 0 0 1 0 2 2 0 2 0 2 2 0 0 0 1 0 0 1 1
split_gain=2.10079 3.47377 3.14632 5.16757 3.22547 4.84426 2.71218 5.269 3.54636 3.15254 2.5494 2.40245 4.66271 2.20885 3.51509 2.57052 9.00216 2.51891 2.41658 2.09058 1.97594 4.80797 1.92442 3.32261 3.14041 3.07778 4.35299 2.51623 2.37312 2.14325
threshold=0.4529056016000001 0.56065686655000013 44.749265482150008 0.5641597557000001 46.095286511800005 47.74983977685001 0.61797550970000004 0.50214065445000011 50.189067467950004 0.68433579830000013 49.292797572200008 0.58035687555000015 0.61400856260000014 0.49284452560000008 0.61797550970000004 41.772405911750006 42.686561923500008 0.62376874945000005 40.722669576350008 0.47648274005000008 39.117456157700005 38.911218973650008 0.47396784530000008 0.47500074850000013 0.47673722340000008 0.34422622080000004 0.45995628875000011 0.47642286160000008 0.34518427590000006 0.30560462260000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 -3 -4 -6 8 -8 -7 -9 22 -10 -13 14 15 20 -17 -16 -19 -12 21 -5 25 -24 27 29 -27 28 -25 -1
right_child=1 2 4 13 5 6 7 9 11 -11 19 12 -14 -15 17 16 -18 18 -20 -21 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.020572241348315375 -0.030446531933932725 0.010061799151100176 0.018938100833539445 -0.022351764291004571 -0.02727253787976891 0.01841779212231813 -0.03505847306661642 0.01233361945338458 0.013177283006628595 -0.022432101308911 0.0034305673815965099 -0.024261309661441167 0.01911776252740098 -0.020743450576429779 0.025538313474954381 0.016786464381876452 -0.022599804117096507 -0.022776163433098483 0.015187465839156483 -0.015998190012158901 -0.024322262323105793 0.014207505798434671 0.013856516241836349 0.0049751149108044068 0.001423881563836256 -0.022429572647214614 0.0035368065056081903 -0.028218265298512697 -0.014410450760917688 0.0005773904796831516
leaf_weight=1.9392682020552445 1.735239591449498 6.4858966618776313 4.1208673641085651 3.614023690111944 2.2755274586379555 6.670951649546625 1.8905113860964764 3.8905070163309574 2.6711834669113159 1.3682323126122353 3.2745469063520414 3.025067375972867 1.4097675383090971 5.3870083056390277 1.9764829128980625 4.6323381364345533 4.3828902021050453 1.3128663608804347 1.2901976332068441 6.254900336265564 5.9559337515383959 2.2746947295963764 8.1376457773148996 4.9623691365122777 446.68147366587073 6.3010901042725873 4.159355241805315 2.1307769399136296 4.8419044092297554 45.20286552188918
leaf_count=137 20 27 13 111 42 21 15 28 16 51 16 57 8 512 14 20 82 35 7 144 76 16 35 27 2400 231 26 35 53 358
internal_value=0.000365133 -0.00294027 -0.00220182 -0.00592116 0.00287739 2.48473e-05 0.00299318 -0.00685201 0.00810212 0.00328818 0.000776045 -0.00158198 -0.0104718 -0.00928398 -0.00685734 -0.0102884 -0.00236177 0.00877135 -0.00395965 -0.009322 -0.0163216 -0.00822965 0.000959563 0.00137882 0.00115741 -0.00243766 -0.0121046 -0.00881542 -0.00459857 -0.000292634
internal_weight=600.256 66.3702 64.6349 37.3123 27.3226 23.2017 20.9262 7.14925 13.777 5.25874 533.886 7.10602 4.43483 30.8264 25.4394 20.8599 9.01523 4.57955 2.60306 9.52945 11.8447 5.88872 524.357 466.754 458.617 57.6026 10.4604 11.9351 9.80427 47.1421
internal_count=4633 1171 1151 900 251 238 196 94 102 79 3462 81 65 873 361 305 102 56 42 160 203 127 3302 2550 2515 752 257 115 80 495
is_linear=0
shrinkage=0.0196999


Tree=215
num_leaves=31
num_cat=0
split_feature=2 0 2 2 1 1 0 2 0 0 1 2 1 0 0 0 2 2 2 1 1 0 2 0 2 1 2 2 1 1
split_gain=2.01128 1.98495 1.75866 2.18627 1.99427 2.12233 4.17435 4.5439 4.97133 6.21694 3.68667 2.67047 8.99055 3.41391 3.17806 3.05736 3.2335 2.51821 4.19254 5.50595 5.04586 4.10356 3.99484 3.41004 2.5082 6.36006 3.46036 3.15268 2.90192 3.28892
threshold=51.757767929250001 0.61400856260000014 32.724174661450007 33.361153777850006 0.30560462260000004 0.37227927305000003 0.5132031975000001 47.079243513300007 0.50291907430000016 0.49588335680000006 0.36880632320000012 38.621016321050007 0.36265381275000008 0.50035927070000008 0.49820364660000011 0.4560492201000001 35.771221912400001 38.238138001450004 37.892416320650007 0.40651477500000005 0.4529056016000001 0.53938504835000012 36.772607578000013 0.5218855723000001 40.148327922700012 0.34569324270000007 39.656620114300004 40.467253020850002 0.34569324270000007 0.34545372890000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 10 7 8 9 -7 11 13 14 15 24 16 -6 18 19 21 -21 23 -22 -8 25 26 -13 -26 29 -29
right_child=1 -3 3 4 5 6 17 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 20 22 -23 -24 -25 27 -27 -28 28 -30 -31
leaf_value=-0.0096261910837502507 -0.021998232815371051 0.0033163397636560656 0.013893321299515246 -0.021099202593484599 0.006977744391141542 -0.027730159074444625 0.01345601881050679 0.011936080662241362 -0.025402033436318621 0.01343542845705808 0.012597546308193175 0.0051714645328461463 -0.026383732296961237 -0.0096685610275255955 0.010941011268176445 0.011747239322810981 -0.023514853194280452 0.00074209891224684334 -0.020520331947130859 -0.021850329170197275 -0.021922836322656371 0.021267561235032706 0.014950789507700925 -0.0066319490603256983 0.010793521006837895 -0.028938134335855976 -0.013006006062785394 6.3288616210831108e-05 0.0040460692350663121 -0.0094940922992387163
leaf_weight=7.0472534254658958 3.2448266595602027 2.0992345167323947 5.0234261557925484 1.7614023690111924 3.9315490368753663 2.3847552267834571 5.0783171430230203 3.1418867819011203 8.235259806737302 4.1140666306018829 12.327531170099972 12.788218151777988 5.0198050951585165 4.778622865676879 12.654345542192457 26.054853681474924 2.2500623250380158 227.75713508040644 5.9187765456736079 8.3827395979315025 1.7819201913662244 4.6865201741456977 3.7606602795422077 11.031196031719444 13.233916557393966 4.0425212737172833 6.4999159052968016 104.87889004312456 63.983906053937972 17.25412730127573
leaf_count=241 136 24 36 137 30 36 15 13 76 30 48 49 47 21 60 101 82 1798 62 109 104 12 58 73 50 28 34 628 395 100
internal_value=0.000334525 -0.0120543 0.000446776 0.000568588 0.000452729 0.000518638 -0.000720088 -0.0102118 -0.0149346 -0.00167036 0.00174272 0.00126028 0.000479174 0.00633238 0.00105217 0.00870431 -0.00412134 -8.79145e-05 -0.00473951 -0.00204943 -0.0119211 0.0045608 0.00309605 -0.000299475 0.000490216 -0.00580297 -0.000954168 0.00122673 0.000546477 -0.00128691
internal_weight=595.148 5.34406 589.804 582.756 577.733 575.971 286.273 17.876 14.7341 6.49882 289.698 277.371 240.356 37.0151 235.336 32.2365 6.18161 268.397 40.6401 34.7214 13.9253 20.796 5.54258 16.1095 222.681 23.3307 19.2881 199.351 186.117 122.133
internal_count=4633 160 4473 4232 4196 4059 2386 155 142 66 1673 1625 1391 234 1344 213 112 2231 433 371 271 100 162 88 1284 111 83 1173 1123 728
is_linear=0
shrinkage=0.0202855


Tree=216
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 2 1 1 2 0 0 2 2 0 2 1 0 1 1 0 2 0 1 0 1 2 2 2 2 0
split_gain=4.65335 4.0205 3.90429 5.06578 3.44947 3.17329 4.11663 4.96648 3.1902 3.08924 4.57783 4.28184 8.46319 3.22946 4.63178 3.50105 7.89844 2.99537 4.2694 4.45771 5.36186 3.94933 4.30313 3.80269 3.70766 7.4265 4.91643 3.46202 6.50692 3.23721
threshold=0.4529056016000001 44.749265482150008 44.202975721700007 0.41973294215000007 0.49284452560000008 43.521589032450009 0.45824975300000009 0.46551001470000003 37.817254840650008 0.57212358910000016 0.56748300950000019 40.94178426300001 40.00488309970001 0.56065686655000013 40.300545846000013 0.43584024430000007 0.55131582885000008 0.42991227810000004 0.41917906650000009 0.52432561900000019 43.847983878700006 0.52769378160000013 0.39019789825000006 0.47880302985000006 0.40651477500000005 40.542362378300005 42.546237522150008 42.720329370750001 43.477771593600004 0.47847369840000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 -1 5 6 8 -8 -2 10 13 12 -11 15 -15 16 17 18 19 23 21 22 -21 27 26 -26 -23 29 -29 -5
right_child=1 -3 -4 9 -6 -7 7 -9 -10 11 -12 -13 -14 14 -16 -17 -18 -19 -20 20 -22 24 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0038022453066829365 0.0018591303979343056 0.00038029049523161459 -0.00082716525418737236 0.00064269045038368479 -0.0053743823052045149 -0.005753555552372884 0.0028270181873083461 -0.0018408368826056398 -0.0064689799846576997 -0.0057384729726541071 0.0034469708385504111 -0.006895394089534353 0.0057032610847458365 -0.0064020256556262412 0.00037072136142448096 0.0031454305269220891 -0.0038130969904186314 -0.003492605098811019 0.0025354000110160233 0.0030860790023157576 0.0043235919382692053 0.0011610783052897163 -0.0052647622096816593 0.0011219992392038571 -0.00050876416517965769 -0.0088671912318384651 -0.0043831577602532965 -0.0049137350358620232 0.0015298509999102927 -0.0031263192249584163
leaf_weight=7.0862614549696437 1.5750346798449779 29.582537261769176 67.594693911727518 77.41058518178761 6.8935345201753071 3.9156989566981784 10.081307463347914 14.406901143491266 4.9846299663186073 3.2870753742754442 14.267579879611729 3.4153608791530132 3.4452835619449615 4.2320242486894113 6.9298620223999023 13.433960050344465 10.767979599535463 4.5806882977485648 29.238218568265438 1.9371960461139668 5.1098025888204566 30.277669988572598 9.3803409747779352 228.308459315449 10.677724115550516 3.7330077663063994 4.8250477872788897 9.643019964918496 7.0660383291542521 6.4215940684080115
leaf_count=344 20 258 660 390 514 74 59 190 56 75 50 36 9 35 28 40 101 28 107 6 13 150 122 944 50 30 53 114 36 41
internal_value=0.000167248 -0.00105916 0.000322848 0.000479738 -0.00207649 -0.00142626 -0.000880511 8.0826e-05 -0.00446933 0.000541867 0.000600964 -0.00224323 0.000116833 0.000513446 -0.00219716 0.000580263 0.000501833 0.000610238 0.00065456 0.000515265 -0.000695202 -0.00111678 -0.00383537 0.000757987 -0.000495379 -0.00267396 0.000398995 -6.86103e-05 -0.00218883 0.000353982
internal_weight=634.509 71.4396 563.069 495.475 41.8571 34.9636 31.0479 24.4882 6.55966 488.389 478.241 10.1477 6.73236 463.973 11.1619 452.811 439.377 428.609 424.029 394.79 65.9408 60.831 11.3175 328.85 49.5134 14.4107 35.1027 100.541 16.7091 83.8322
internal_count=4633 1171 3462 2802 913 399 325 249 76 2458 2338 120 84 2288 63 2225 2185 2084 2056 1949 424 411 128 1525 283 80 203 581 150 431
is_linear=0
shrinkage=0.00510104


Tree=217
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 2 0 0 1 1 0 2 2 1 1 2 2 2 2 0 1 1 0 2 2 2 0 1 1
split_gain=7.71073 8.29368 6.36523 8.12626 4.58911 3.70936 4.35945 3.97389 5.32208 3.3012 5.30685 4.82266 4.22882 5.68838 3.93692 6.1348 6.0372 3.42147 5.84763 3.28953 4.67489 4.65569 6.25565 3.8923 3.26502 3.44513 3.24566 3.03763 5.77661 10.8045
threshold=0.39078171310000004 0.47721625100000004 0.5380527529500001 0.54504356155000011 36.772607578000013 0.34482500525000009 40.408647214050006 0.47396784530000008 0.47500074850000013 0.43584024430000007 0.4529056016000001 0.55980359870000018 44.749265482150008 37.688226470200007 0.45824975300000009 0.46636328255000009 43.61821939175001 46.095286511800005 47.74983977685001 49.247968080500009 0.58035687555000015 0.4995808509000001 0.50491003265000012 0.61797550970000004 42.081757894750005 49.960114208400007 36.377496227400009 0.56579144335000009 0.43837010870000009 0.44844465735000011
decision_type=2 2 2 2 2 2 2 2 2 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 26 -4 -5 7 -7 -1 -9 24 11 -11 13 -12 -15 16 -16 -14 -19 23 -21 -22 -23 -20 -6 -26 -2 -13 -29 -30
right_child=2 -3 3 4 9 6 -8 8 -10 10 12 27 17 14 15 -17 -18 18 19 20 21 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0003439275023436426 -0.0050930806177205169 0.00084500488918158535 0.0013169157879511521 -0.0028081838626685522 -0.00063945595031356984 -0.0048985810723863729 -0.00089804376374269003 0.0041415086699779736 -0.00066505963875763247 0.003039895973685528 0.0028990165411411583 -0.0019498448696385793 0.0034243509607136693 -0.0049290394692277284 0.0019156670674448633 -0.0028831682691450706 -0.0042017571547448024 -0.005371937793279229 0.0040111042884290035 0.0024283018151797882 -0.0049754136798706031 0.0042665733368637956 -0.0042513830392630538 -0.000801664886672758 -0.0047946306230492834 0.0010629732597349695 -0.0012339637904761949 0.0035009964358861424 -0.0035600848829672985 0.0018793537250049422
leaf_weight=55.445980627089739 3.3694770932197562 286.12449650466442 50.157975666224957 11.060667887330053 23.43566503375769 4.5357878357172003 31.287061112001538 7.3885960727930051 6.1295506171882153 12.336489148437975 3.9269826123490921 7.1192137151956549 4.6302422899752882 5.4249296560883513 10.397211495786907 17.69976703915745 3.0298834666609755 2.7713460475206402 6.2247229218482989 4.666199877858161 4.6395006887614709 2.7050596177577972 2.3373668100684881 4.0235588066279888 6.2948633730411512 1.9013096094131468 53.402789319865406 8.4517060145735758 8.5890323445200938 13.914384275674818
leaf_count=523 33 1197 173 326 133 80 318 19 33 32 47 33 15 57 48 456 60 43 15 22 56 8 71 28 75 28 537 26 80 61
internal_value=0.000165577 0.000508848 -0.000326838 -2.78519e-05 -0.000435213 -0.00040904 -0.00140458 0.000108085 0.00196206 -0.000265353 1.74504e-05 0.00096769 -0.000643484 -0.00146249 -0.00193108 -0.00140858 0.000535243 0.000392598 -0.000120333 0.00047138 -0.000707284 -0.00221848 0.000318159 0.00212157 -0.00136402 -0.00343581 -0.00146301 0.000296273 0.000812846 -0.000196754
internal_weight=663.422 390.911 272.51 215.738 165.58 104.787 35.8228 68.9641 13.5181 154.519 122.888 50.4108 72.4768 40.4788 36.5518 31.1269 13.4271 31.998 27.3678 24.5964 14.3481 9.68193 5.04243 10.2483 31.6318 8.19617 56.7723 38.0743 30.9551 22.5034
internal_count=4633 2170 2463 1893 1720 973 398 575 52 1394 1158 232 926 668 621 564 108 258 243 200 157 135 79 43 236 103 570 200 167 141
is_linear=0
shrinkage=0.00381357


Tree=218
num_leaves=31
num_cat=0
split_feature=1 2 1 1 2 1 2 0 1 2 1 2 1 0 1 2 0 1 1 0 2 0 0 2 0 2 2 2 2 1
split_gain=1.97896 3.13713 3.11019 3.00159 3.88931 4.35243 2.95477 2.80239 3.90081 2.2785 3.9741 2.24505 4.64655 5.04837 3.55105 3.38215 2.92078 2.74227 4.47255 3.82654 5.13486 4.91271 2.88748 3.83411 3.34743 4.47235 3.1143 6.62411 2.90682 2.58873
threshold=0.4529056016000001 44.749265482150008 0.49284452560000008 0.45824975300000009 43.521589032450009 0.46551001470000003 37.817254840650008 0.58745247150000013 0.47447681205000009 40.722669576350008 0.49146732130000009 42.154118731400011 0.44922307715000004 0.56859076075000015 0.4417083321000001 42.027798546600003 0.59336546810000013 0.42111014640000005 0.4172030777500001 0.56579144335000009 43.067541470150012 0.54284302865000023 0.52507409960000018 43.61821939175001 0.52366695610000014 42.431220712750012 44.202975721700007 47.74983977685001 42.243697547450004 0.40272746325000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 6 5 -5 -2 -7 -9 10 -10 15 13 14 17 -1 -15 18 22 20 -19 -22 24 29 25 28 -25 -28 -13 -24
right_child=1 -3 -4 4 -6 7 -8 8 9 -11 -12 12 -14 16 -16 -17 -18 19 -20 -21 21 -23 23 26 -26 -27 27 -29 -30 -31
leaf_value=0.00127219753737169 0.0071942119902811312 0.0021775548369945687 -0.020597173756971458 0.011490539697894467 -0.02163150488863514 -0.017390887533182221 -0.024280679443258384 -0.022745332979243967 -0.022104987145402925 0.019312393557609053 0.027469781552870654 3.6344193946602555e-05 0.015145531580892078 -0.025702963860498473 0.019854909005152382 0.011111138149545483 0.0051867802892735159 -0.035892375552519118 0.016490448866023331 0.015344320129945788 -0.02443784290689523 0.011801963232687177 -0.027395172052562419 0.0078645601145136343 0.020645810645683455 0.00053990983235331657 -0.024305854504330159 0.0044670394172890704 -0.021656266432891723 -0.0038416408347583531
leaf_weight=330.09251821483485 1.5114312712103117 26.992119919508696 5.2075414811260989 9.5688102599233442 3.1825024113059035 4.9913743943907312 4.6544983368366957 1.9715227354317884 1.7525815842673185 3.481056421995163 0.95596721023321141 3.8861458003520948 6.5839620083570471 4.999070966616272 3.0831856057047835 13.928775033913551 1.5291185248643158 3.2125917803496087 5.5991102941334239 1.7752734124660499 2.6711219693534076 3.0819072667509317 4.8804157171398428 7.089060544967654 2.9161655306816092 114.24812984699383 5.5337698701769096 6.848892237059772 6.0288845710456371 2.8143819868564606
leaf_count=1897 20 258 514 59 72 76 58 40 51 17 6 21 19 69 14 58 14 29 20 5 92 14 63 46 11 844 120 60 51 15
internal_value=0.000340843 -0.00290055 -0.00657756 -0.00430102 -0.00138172 0.0014546 -0.0165654 -0.00584683 0.00121356 0.00884498 -0.00460785 0.00073331 -0.000992952 -0.00158261 -0.00094791 0.00167056 -0.0184676 -0.0013239 -0.000681084 -0.0108903 -0.0160849 -0.00502412 -0.00130441 -0.00709211 -6.7136e-05 -0.000553612 -0.00247314 -0.00839147 -0.013154 -0.0187804
internal_weight=595.072 64.2694 37.2773 32.0697 25.9038 22.7213 6.16593 13.1525 8.16113 6.18961 2.70855 530.802 186.781 180.197 173.669 344.021 6.52819 170.586 159.845 10.7409 8.96562 5.75303 154.246 27.1665 127.079 124.163 19.4717 12.3827 9.91503 7.6948
internal_count=4633 1171 913 399 321 249 78 190 114 74 57 3462 1507 1488 1405 1955 83 1391 1251 140 135 106 1231 304 927 916 226 180 72 78
is_linear=0
shrinkage=0.0195584


Tree=219
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 1 1 1 0 0 0 1 1 2 0 2 1 2 2 2 0 0 1 2 2 2 1 0 1
split_gain=10.2028 9.96374 6.92883 11.3696 4.73999 4.00049 3.73085 4.75888 4.6188 4.75866 3.72222 3.63711 7.02145 4.96484 7.10766 5.59848 7.26796 4.36523 4.80836 4.03816 3.55122 6.38956 8.22657 9.94879 3.3144 3.28834 3.37619 3.24767 3.17328 3.11693
threshold=0.39078171310000004 0.47721625100000004 0.5380527529500001 0.54504356155000011 36.772607578000013 44.578137159850009 0.50634711535000021 0.43584024430000007 0.43837010870000009 0.56974342085000018 0.51017933595000009 0.5641597557000001 0.44844465735000011 0.4529056016000001 44.749265482150008 0.58035687555000015 47.309807198350008 0.45107930900000009 39.476991512000005 40.94178426300001 46.324972967950011 0.61797550970000004 0.60861950240000018 0.48616807880000007 36.377496227400009 42.081757894750005 49.960114208400007 0.42473279245000012 0.61797550970000004 0.34482500525000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 24 -4 -5 -3 7 25 9 -9 -7 17 19 15 28 -14 -17 -10 -19 -13 -16 22 23 -22 -2 -6 -27 -26 -15 -1
right_child=2 5 3 4 6 10 -8 8 11 -11 -12 12 13 14 20 16 -18 18 -20 -21 21 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=2.348344658925981e-05 -0.0045868608693442874 0.00090550529456639333 0.001329759877781304 -0.0025775916011784679 -0.0006947462560131099 0.00044229636335973651 -0.0022012826081826932 0.00031089389191843274 0.0026839867132393107 0.0041872037664120359 -0.0030700755246161359 -1.3447660004405554e-05 0.0034908707372199592 -0.0022183186233048426 0.0035761861958229445 -0.0045890478730116766 0.0028858235120084578 0.0021582077958600876 -0.0023689011918623455 -0.0048711772970095376 0.0023001265212753844 -0.0034020609093534599 0.0043349115958974871 -0.0042126105161109919 -0.00093721437784930416 -0.0043236495683221009 0.00072870889854956549 -0.0039916317881176899 0.00068113744272000102 -0.0011982550301075123
leaf_weight=71.059680200181901 3.4778092466294757 282.64573003351688 51.254107750952244 11.654715897515414 23.743730776011944 8.98916447162628 11.452885616570709 9.0076563656330091 10.363872863352301 6.1044225916266432 5.64225298911333 2.9109984189271909 8.238473065197466 24.270353462547067 4.2319568097591427 2.9623113125562659 3.0160777345299721 4.7979260832071287 6.1513699367642403 6.0568471997976303 6.0200431346893364 4.518023468554019 5.9699945896863928 4.8787035532295704 51.190236583352089 6.5390670187771303 1.9796083420515058 4.3383978214114896 5.2801859490573397 36.220004371367395
leaf_count=575 33 1103 173 326 133 35 445 36 27 15 59 17 19 269 10 33 9 15 37 63 19 30 12 61 434 75 28 103 41 398
internal_value=0.000152083 0.000496491 -0.000344805 -6.97419e-05 -0.000491314 0.000816043 -0.000337902 -0.000192766 0.000130523 0.0018767 -0.000912165 -0.000134242 -0.000471948 -0.000107166 -0.000567435 0.00167893 -0.000818 0.00110727 -0.000385145 -0.00329434 0.000739219 0.000177848 0.00113667 -0.000615228 -0.0013769 -0.00134292 -0.00314956 -0.00117585 -0.00170023 -0.000389003
internal_weight=684.967 404.557 280.41 221.403 170.149 297.277 158.495 147.042 114.779 15.1121 14.6314 99.6671 78.354 69.3861 55.1693 14.2169 5.97839 21.3132 10.9493 8.96785 25.6187 21.3868 16.8687 10.8987 59.0064 32.2624 8.51868 55.5286 29.5505 107.28
internal_count=4633 2170 2463 1893 1720 1197 1394 949 713 51 94 662 583 503 442 61 42 79 52 80 132 122 92 80 570 236 103 537 310 973
is_linear=0
shrinkage=0.00338955


Tree=220
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 1 1 0 0 1 1 2 0 2 2 2 0 0 0 2 1 2 2 2 2 0 0 2 2
split_gain=7.24701 8.3964 5.51566 9.38159 4.20643 3.90629 3.39828 5.42399 5.92057 3.7221 5.09741 4.59991 6.25959 5.43031 6.28852 3.86255 5.65432 3.8731 5.18074 4.69769 4.67071 3.74931 4.56113 3.6254 3.33951 6.32692 3.8236 8.50602 3.08344 3.66789
threshold=0.39078171310000004 0.47736594710000008 0.5380527529500001 0.54504356155000011 36.772607578000013 44.578137159850009 0.43584024430000007 0.43837010870000009 0.57161462230000015 0.5641597557000001 0.44844465735000011 0.4529056016000001 44.749265482150008 0.58035687555000015 47.309807198350008 46.095286511800005 47.74983977685001 0.61797550970000004 0.64803449000000013 0.68433579830000013 50.189067467950004 0.45107930900000009 39.476991512000005 40.94178426300001 40.300545846000013 40.467253020850002 0.52769378160000013 0.52925062125000011 42.081757894750005 49.960114208400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 24 -4 -5 -3 28 8 -8 21 23 13 -13 -12 -15 -14 -17 20 -19 -20 -18 -9 -23 -11 26 -26 -2 -28 -6 -30
right_child=2 5 3 4 6 -7 7 9 -10 10 11 12 15 14 -16 16 17 18 19 -21 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=-0.00042028537172950753 -0.0052739846040866659 0.00097884350651597203 0.0014762129571067677 -0.0029649448144755397 -0.00078042680834525659 -0.0013964135027700574 0.00016723497950502287 0.0029580277817671517 0.0053595816752258418 -9.1636772117524256e-05 0.0038898522280306227 -0.0021238071776220994 0.0039777116568327723 -0.0054197008830036818 0.0030746367180800368 -0.005700258219381334 0.0039744762479029423 -0.0070532700199091199 0.0028547916734343115 -0.0048007668661659945 -0.00047095656237110272 0.0024597132958310767 -0.0028451148681128513 -0.0057011785689205403 0.0054655413225951962 -0.0012301575417685373 0.0024761508556335595 -0.0045340467239171397 -0.0050910144396814081 0.0014609322621393071
leaf_weight=112.59681312646717 6.8742879666388061 275.6531270891428 50.292051751166582 10.739856887608765 23.35982666164637 11.788111580535768 8.9845587909221631 9.9665836989879626 5.966657403856515 2.8861165605485422 7.8923632204532606 31.957039156928658 4.3155216947197941 2.9247947409749031 2.7713355123996735 2.6873933840543058 7.4406431317329433 2.2126857247203571 3.795598678290844 1.9974287524819372 8.0166375730186683 4.7671856880187971 5.9483627006411552 5.4021138865500689 2.4701757095754138 34.287324391305447 5.0285876840352994 6.4521530419588089 6.3992396742105466 1.7839629799127577
leaf_count=993 83 1090 173 326 133 87 37 27 14 17 19 636 13 33 9 42 21 21 22 51 81 15 37 63 7 407 24 49 75 28
internal_value=0.000170719 0.000515045 -0.000343976 -4.85602e-05 -0.000521288 0.000881433 -0.000348029 -3.76469e-05 0.00223937 -0.000361933 -0.000738793 -0.00041069 -0.000874463 0.0017198 -0.00128695 0.000436029 -0.000148444 0.000487447 -0.00179375 0.000215164 0.00166893 0.00117413 -0.000485077 -0.00374783 -0.00148307 -0.000780194 -0.00289064 -0.00146357 -0.00152817 -0.00366267
internal_weight=667.659 400.038 267.62 212.508 162.216 287.441 151.476 119.933 14.9512 104.982 84.2997 76.0114 62.4229 13.5885 5.69613 30.4659 26.1504 23.463 8.00571 5.79303 15.4573 20.6821 10.7155 8.28823 55.1125 36.7575 18.355 11.4807 31.543 8.1832
internal_count=4633 2170 2463 1893 1720 1177 1394 1158 51 1107 1028 948 887 61 42 251 238 196 94 73 102 79 52 80 570 414 156 73 236 103
is_linear=0
shrinkage=0.00404071


Tree=221
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 1 1 1 1 2 2 2 0 0 2 1 1 2 1 1 1 0 0 0 0 1 1 1 1 0
split_gain=1.98889 4.10626 3.94916 4.71353 2.31056 4.10292 2.88113 3.90506 4.80124 3.84292 2.96423 2.36602 3.21532 2.04147 2.95782 2.0747 6.04069 2.28818 2.84049 3.45867 4.60944 3.19406 2.72832 3.09739 2.31918 7.54057 2.00079 4.25531 4.28014 2.45555
threshold=0.5485614203000001 0.43540612555000008 0.43593006200000012 36.772607578000013 42.154118731400011 0.42663393310000008 0.41917906650000009 0.40272746325000003 0.41625999220000004 41.542492784600007 40.00488309970001 42.431220712750012 0.49067393190000008 0.41973294215000007 41.243661560350013 0.32467590790000006 0.3298553935500001 42.027798546600003 0.39563186730000005 0.39431454150000006 0.39078171310000004 0.52769378160000013 0.53499895210000015 0.52889135055000014 0.47396784530000008 0.34007963835000005 0.41347564445000012 0.39170982905000007 0.39814676205000005 0.48104847160000008
decision_type=2 2 2 2 2 2 2 2 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 11 7 13 -9 10 -8 12 -6 14 -1 -15 -17 18 19 20 24 -22 23 -20 25 -18 27 29 -29 -13
right_child=1 2 3 -5 5 -7 9 8 -10 -11 -12 26 -14 15 -16 16 17 -19 22 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.020322765244406033 -0.0090504079592774473 0.025589985985582417 -0.020932809029281668 0.00011761755798795481 -0.016888584186725064 -0.023253726517742847 0.009266149874167599 -0.021840401397939566 0.00047411168499752484 0.019932038564283286 -0.0062253042335090429 -0.0016991991519929031 0.0016656570089727946 0.011681929295068278 0.014672858780843118 -0.024203236197428125 0.013348869427620182 0.010659320005716332 -0.0028807557429160495 0.018352353700671498 -0.025900517140468166 0.00029656252414588988 0.0039584394628278726 -0.025193365332166161 0.0030244237531365245 -0.016687092299081427 0.0090513229851413371 -0.022660478967978306 -0.0013580947622459049 0.0038031382214892091
leaf_weight=3.3273370140232137 23.435691405087709 2.169967481866478 4.1105344807729116 104.27632386353798 7.3133103903382999 2.9987133177928618 12.416575539857154 5.8535258024930945 9.2489231042563897 7.2784877829253665 7.28714995086193 65.449631504248828 6.6113899424672127 8.2008031532168371 1.229753808584064 3.2712875120341769 4.9973480850458136 11.267098762094973 5.2357232868671399 4.8954114466905585 3.6537116244435301 3.2868683338165283 5.9448580518364897 4.1435244232416153 190.96221800148487 8.2168511515483242 8.9906435646116716 6.0151882502250364 8.4081744048744422 55.913462538272142
leaf_count=217 239 7 281 1151 61 103 43 49 36 22 32 559 39 25 33 39 23 41 63 14 48 24 21 43 793 81 41 148 55 302
internal_value=0.000349331 -0.00171915 -0.000165081 -0.000680713 0.000948705 -0.000909983 0.00194815 0.00135561 -0.00817472 0.00795947 0.00353685 -0.000487792 -0.00807911 0.00191212 -0.010879 0.00214154 0.00182334 0.00217428 0.00176102 0.00233009 0.00195856 -0.0134943 -0.00626071 -0.0127379 0.00248385 -0.00532809 0.000242343 -0.000340914 -0.0102421 0.000835795
internal_weight=596.41 133.993 110.557 108.387 462.418 161.701 300.717 273.735 15.1024 26.9822 19.7037 158.702 13.9247 258.633 4.55709 254.076 245.875 242.604 231.337 216.012 211.117 6.94058 15.3241 9.37925 204.176 13.2142 144.777 135.786 14.4234 121.363
internal_count=4633 1678 1439 1432 2955 1308 1647 1550 85 97 75 1205 100 1465 250 1215 1190 1151 1110 983 969 72 127 106 897 104 1105 1064 203 861
is_linear=0
shrinkage=0.0192815


Tree=222
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 1 0 0 0 1 1 0 2 2 1 1 0 0 0 2 2 2 0 0 2 0 2 2 2
split_gain=1.86694 2.10338 1.93122 1.70626 4.04905 3.40954 3.64656 1.45082 2.45619 1.44877 2.56993 1.38108 3.80347 6.18755 2.43912 2.26393 1.6713 7.97579 3.00102 3.48886 2.93193 2.60965 5.04186 3.98973 4.98623 3.61499 2.96009 2.38473 2.43195 2.25262
threshold=0.63013083440000017 0.47634801355000006 0.68131193680000013 0.66011496660000013 0.48250052395000009 0.51869704500000013 0.5225142959500001 0.39587138110000003 0.3733870243500001 0.66977036620000019 0.57854555250000017 0.3584174126500001 0.49194634890000005 42.055256506450007 43.157831852650006 0.36042334060000009 0.3475943834000001 0.48032993025000009 0.47938684470000009 0.47943175355000006 37.995872310650007 41.319407281650008 42.684965421050009 0.48654231910000006 0.48368312325000012 42.720329370750001 0.48588365620000007 39.571921479100006 40.250747516500006 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=7 -2 3 4 -3 -6 -7 8 -1 -5 -11 12 16 -14 -15 -13 18 -18 20 -20 -9 26 23 24 -23 -24 27 -21 -29 -22
right_child=1 2 -4 9 5 6 -8 11 -10 10 -12 15 13 14 -16 -17 17 -19 19 21 29 22 25 -25 -26 -27 -28 28 -30 -31
leaf_value=0.010226463680564915 -0.032567638031540974 0.038166819557777079 -0.026588710048194727 0.026122346235443853 -0.033722353208058102 0.048993626339324609 -0.025182121484345406 0.010175109270391742 -0.027844452769903001 -0.031898867394611077 0.022754991615805392 -0.016310759883913197 0.025089681682681664 -0.015647287398245367 0.009614444813516811 -7.2225924560316592e-05 0.011211049697027952 -0.030366296450703479 0.026301628388742483 0.019758370165823661 -0.0076203391213763632 -0.0048268362347457447 0.025190438668345045 0.010011858705377217 -0.031362438790007351 0.0035701272147787102 0.020757523738902512 -0.012218484861070847 0.0062372882592935403 8.8047505827667071e-05
leaf_weight=1.6029410287737835 1.8573775710538019 0.89318202063441088 1.9711490403860796 2.0461952812038362 2.9661886119283736 0.75499070761725284 0.81101940223015845 12.511698971735312 2.6568069728091359 0.95357315661385689 1.0852200747467575 5.1464024549350134 10.464193113148214 4.2806323915719968 4.764870960265398 320.65030328184366 5.871691167354582 5.0741830691695213 4.2609770894050589 5.1122367158532169 32.16178350802511 16.80726886540652 5.6803469657897976 6.6452544629573813 5.5595571100711814 23.184070073068142 9.3128828182816488 5.7496497780084637 15.752495378255842 73.4277946036309
leaf_count=18 32 3 179 41 74 4 88 140 170 30 12 84 50 21 21 2473 44 29 22 17 229 76 56 23 31 88 40 26 57 455
internal_value=0.000396389 -0.00858717 -0.00470783 -0.000172728 -0.0090999 -0.018415 0.0105788 0.000604184 -0.0135184 0.0116837 -0.00280741 0.00070928 0.00208054 0.012372 -0.00234025 -0.000328736 0.00119646 -0.00806298 0.00166533 0.00480599 -0.000942502 0.00382956 0.000637645 -0.00651301 -0.0114226 0.00782488 0.00897153 0.00484739 0.00130223 -0.00225987
internal_weight=590.017 13.3389 11.4815 9.51037 5.42538 4.5322 1.56601 576.678 4.25975 4.08499 2.03879 572.418 246.622 19.5097 9.0455 325.797 227.112 10.9459 216.166 98.0647 118.101 93.8038 57.8765 29.0121 22.3668 28.8644 35.9273 26.6144 21.5021 105.59
internal_count=4633 463 431 252 169 166 92 4170 188 83 42 3982 1425 92 42 2557 1333 73 1260 436 824 414 274 130 107 144 140 100 83 684
is_linear=0
shrinkage=0.024289


Tree=223
num_leaves=31
num_cat=0
split_feature=1 2 1 2 2 0 2 0 0 2 2 0 0 0 0 1 0 1 0 1 1 0 0 2 1 1 2 2 0 0
split_gain=1.83231 1.62254 2.18701 1.3967 2.87348 2.46618 4.0111 3.65145 2.97501 2.15647 2.10288 3.4192 4.72206 5.12622 7.0983 2.19725 1.98887 5.79812 5.17433 3.06234 4.83615 3.39556 4.38348 2.59119 2.80059 4.40492 2.70479 4.32184 3.69359 3.51396
threshold=0.50634711535000021 48.109449608500007 0.58454836680000011 42.720329370750001 42.684965421050009 0.58887458460000019 42.498713093000006 0.62143349005000015 0.63528038085000016 42.686561923500008 43.182896969600009 0.55234873210000013 0.47943175355000006 0.48389269780000005 0.50386215985000016 0.3447651268000001 0.60710757165000018 0.48616807880000007 0.6310290111500001 0.48522499325000007 0.46097422230000007 0.58887458460000019 0.56859076075000015 44.202975721700007 0.34626208795000007 0.34560342505000002 48.823707093150006 48.96897326980001 0.39614083410000006 0.39614083410000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 5 -1 7 -7 -9 -6 11 12 15 -14 -15 -5 17 19 -18 20 21 22 23 24 25 -12 28 -28 -25 -29
right_child=1 2 -4 10 9 6 -8 8 -10 -11 16 -13 13 14 -16 -17 18 -19 -20 -21 -22 -23 -24 26 -26 -27 27 29 -30 -31
leaf_value=0.0011800038601897955 -0.023043686020834522 0.0084055324815482772 -0.029120579640547387 -0.0027137076188400553 0.023310303117985424 -0.025769795344612104 0.036098632212072393 0.017510538924362634 -0.026074601178757793 0.00059257628311992457 0.0027841888287449923 -0.030198829463387283 0.013746032491572966 -0.02724658434010499 0.0084938097253369933 -0.028326757151017189 0.017823422041866054 -0.027213946618004862 -0.010544526557851959 0.021751636672496927 -0.027655997440570589 0.017036665065194866 -0.027424466256591298 0.016531377065123542 0.0084650598301933451 -0.027370185028511417 0.017398041021177858 -0.032398068842468139 -0.0091688114890319198 0.00041650649365977172
leaf_weight=396.2154694350902 3.1687581627629688 2.9898393480107188 1.073928417637944 2.6029697852209273 5.1570472717285138 5.6500607812777126 0.87434812635183412 2.4349485775455837 1.1842549198772756 3.6166356429457664 11.310219645500181 2.8316580578684798 9.3396536409854907 5.4863128662109357 5.8328346479684114 4.9338496485725045 9.3286666162312013 4.1459137927740803 5.0377686619758597 3.183408021926879 3.2826019600033751 5.7264085821807376 3.0547897946089497 3.1172608360648146 27.622631529346108 3.1513089537620536 7.2373494729399708 1.9194079786539067 32.577809953130782 12.296514154411851
leaf_count=2352 468 47 39 37 56 149 3 31 43 18 100 38 31 34 36 80 36 68 34 8 72 19 54 25 155 23 24 16 391 146
internal_value=0.000337442 -0.0109453 -0.00151146 0.000478342 0.00117459 0.00089885 -0.0100832 -0.0144394 0.00324886 0.0139457 -0.00128386 -0.00657143 -0.00419855 0.00137679 -0.00882931 -0.0194809 -5.02668e-05 -0.00101018 0.00787585 -6.12011e-05 -0.000685114 0.000134548 -0.000811693 7.55893e-06 0.00425493 -0.00378675 -0.00312021 0.0032094 -0.00692441 -0.00401406
internal_weight=586.385 7.23253 4.06377 579.152 415.133 406.359 10.1436 9.26926 3.6192 8.77368 164.019 31.0273 28.1956 20.6588 11.3191 7.53682 132.992 118.626 14.3664 114.48 111.296 108.014 102.287 99.2325 42.0842 14.4615 57.1483 21.4533 35.6951 14.2159
internal_count=4633 554 86 4079 2652 2578 226 223 74 74 1427 256 218 101 70 117 1171 1101 70 1033 1025 953 934 880 278 123 602 186 416 162
is_linear=0
shrinkage=0.0225556


Tree=224
num_leaves=31
num_cat=0
split_feature=2 0 2 2 1 0 1 2 2 2 1 0 0 1 1 1 1 2 2 2 2 1 2 0 1 2 0 2 0 1
split_gain=1.72224 1.79662 1.50969 2.79631 1.94126 4.35504 2.59875 1.49433 3.18123 3.15972 1.46496 6.99646 4.47208 2.79496 3.8145 3.19242 2.56632 2.70453 2.65771 3.41951 4.86345 4.60492 4.2092 2.69779 2.389 2.66586 2.74763 2.63881 3.47233 5.41464
threshold=51.757767929250001 0.61400856260000014 33.036871954450007 33.361153777850006 0.38045268105000002 0.53017873715000008 0.32012514595000008 34.214889417600013 33.96174662340001 34.515670600900002 0.34007963835000005 0.46735127690000006 0.45350438610000005 0.37227927305000003 0.36880632320000012 0.37407562650000009 0.36510882910000009 39.198779702000003 38.621016321050007 40.148327922700012 40.518963363600001 0.34569324270000007 39.656620114300004 0.47449178170000011 0.34569324270000007 43.61821939175001 0.48634771415000005 43.895345911700005 0.48654231910000006 0.34545372890000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 6 -6 -1 8 -5 -9 11 -11 -12 14 16 -15 18 -18 -14 21 -21 22 -20 -22 27 -26 -27 28 29 -25
right_child=1 -3 3 7 5 -7 -8 9 -10 10 12 -13 13 15 -16 -17 17 -19 19 20 23 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.015408910782533107 -0.024779735481738788 0.0032074104990542241 0.020164126829006524 -0.0311417603048014 0.018129981958883219 -0.026476664143276291 -0.034697866819366256 0.017899611194539079 0.0090626391748842069 -0.0013772540111221727 -0.02616882060088499 -0.041140838078288354 0.011161216749071884 -0.020905695616419837 0.0155283127211574 -0.00042013646624913293 -0.00052621186418056051 -0.024781029774570158 0.0082137359078852459 0.015349987497614164 0.013254440135110759 -0.025345781862757037 -0.016081125882928003 -0.0013686495158059531 0.0062427459289156146 -0.024001044400818163 0.0025849982579026621 0.011269387602106563 0.012943563331275124 -0.017918826380886696
leaf_weight=0.70586731657385771 2.921844854950904 2.0808355370536447 3.8311281902715555 2.3384715367574236 2.80922557041049 1.9750288617797194 2.4589533645194024 5.4976690621115258 1.8820733642205594 35.880314332433045 3.2650399170815936 2.5084622651338568 17.51927012950182 4.0915503129363051 11.647098895162342 270.88724578008987 7.0035587623715383 3.7348018903285265 10.259593471884733 15.117218293249605 10.036076279357074 5.35639464855194 5.9814577847719184 61.003370948135853 54.468223564326763 3.3045946955680829 5.4675004966557026 7.7987357899546614 6.8325093686580649 12.645239392295478
leaf_count=21 136 24 18 37 9 161 68 36 18 390 143 27 72 33 46 2297 27 36 37 58 86 34 30 319 280 25 25 29 27 84
internal_value=0.000308951 -0.0131386 0.000425684 0.000565012 -0.0095363 -0.000284468 -0.0235223 0.000432004 -0.0132134 0.000534789 0.000362718 -0.00397555 0.00068521 0.000856073 0.0026814 -0.000724952 0.00202087 -0.00896204 0.00256741 0.00180806 0.00286498 -0.00683789 -0.00073388 0.00169673 0.000931196 0.00434614 -0.00743041 -0.00151514 -0.00275398 -0.00421026
internal_weight=581.309 5.00268 576.307 568.358 7.94908 4.78425 3.16482 564.526 4.22054 560.306 554.808 38.3888 516.419 513.154 238.176 274.979 226.529 10.7384 215.79 198.271 176.673 21.5974 16.2411 161.556 151.52 63.2403 8.7721 88.2799 80.4811 73.6486
internal_count=4633 160 4473 4214 259 170 89 4196 55 4141 4105 417 3688 3545 1215 2330 1169 63 1106 1034 933 101 67 875 789 330 50 459 430 403
is_linear=0
shrinkage=0.0230185


Tree=225
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 1 0 1 1 0 2 1 0 0 2 2 2 0 0 1 1 1 0 2 2 2 2 2 0 2
split_gain=1.52787 1.54359 2.08554 1.31227 2.1102 1.09006 3.07428 3.90286 3.58318 4.45096 2.1974 1.98553 1.67376 2.38314 2.29828 3.41684 3.52088 3.10012 2.39555 3.69438 5.33766 2.36735 2.26733 2.13153 2.10815 5.06284 4.65582 3.31618 3.88836 3.9374
threshold=0.50634711535000021 48.109449608500007 48.914776625700007 0.39587138110000003 44.952171034750002 0.3584174126500001 0.49588335680000006 0.35696536035000009 0.34900152690000003 0.48032993025000009 42.686561923500008 0.36042334060000009 0.47938684470000009 0.47961138885000004 41.319407281650008 42.684965421050009 42.720329370750001 0.48588365620000007 0.48654231910000006 0.34569324270000007 0.34524415440000006 0.34512439750000007 0.48149755995000004 37.995872310650007 41.16018805045001 41.873095646600007 40.806664626150003 43.477771593600004 0.47774018740000007 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=3 -2 -3 4 -1 6 7 8 12 -10 -8 -7 23 -14 17 18 -17 21 19 20 -16 -15 -18 -5 26 -26 -25 28 29 -27
right_child=1 2 -4 5 -6 11 10 -9 9 -11 -12 -13 13 14 15 16 22 -19 -20 -21 -22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=-0.027940906153455659 -0.025798343070160296 0.011786953594122768 -0.026669249472317896 0.0092954444922174785 0.0096379062101451928 -0.016224512475154221 0.023886622150009335 0.021398547784367047 0.0048622508263664677 -0.033949656745304105 0.0025535965839905295 -0.0001505878083648651 0.016127829699262915 -0.0094858405237739484 -0.0066008767486737986 0.026043006388843142 0.010548159472245602 0.020824289354701691 0.0052541059467041372 -0.00076296885263999142 -0.043490647558201936 0.0083017966272684249 -0.0053745117244615673 -0.0039982015185899052 0.011246280857991143 0.0011351653037686706 -0.034964112332143103 0.0018663591203675039 -0.034063734413896214 -0.024362234339782178
leaf_weight=2.549920462537556 2.8497304834891102 2.6257210820913315 1.3755610175430772 11.991906999610363 1.5306476429104803 4.9953827736899248 6.732755631208418 5.9507504431530824 3.4532130761072031 4.1816004738211632 5.7132664732635021 321.61818673834205 8.9572246894240362 6.7996111586690011 6.0383416935801559 4.5623286366462734 10.333063781261446 8.6314484216272813 7.826273761689662 10.767025172710417 4.2974135652184486 16.198768422007561 12.834461987018583 28.375012089964006 20.003454107791185 13.400766744278377 3.4902200959622851 29.569861827418208 3.876165321096777 5.4546658750623456
leaf_count=173 468 15 71 142 15 84 34 33 27 25 28 2382 41 31 25 56 36 41 30 42 34 59 56 203 72 89 27 172 44 78
internal_value=0.000308399 -0.0115683 -0.00143352 0.000451115 -0.0138448 0.000554172 0.00185086 0.00117958 0.000635264 -0.0163951 0.0140938 -0.00039643 0.00124454 0.00369337 0.00243185 -0.000618047 0.00572786 0.00789516 -0.00670089 -0.0111346 -0.021939 0.00304277 0.00172724 -0.000805524 -0.00196833 0.000420995 -0.00738992 -0.00371929 -0.0109853 -0.00624095
internal_weight=576.985 6.85101 4.00128 570.134 4.08057 566.053 239.44 226.994 221.043 7.63481 12.446 326.614 213.408 97.246 88.2887 56.6589 27.7299 31.6298 28.9291 21.1028 10.3358 22.9984 23.1675 116.162 104.17 72.3049 31.8652 52.3015 22.7316 18.8554
internal_count=4633 554 86 4079 188 3891 1425 1363 1330 52 62 2466 1278 451 410 279 148 131 131 101 59 90 92 827 685 455 230 383 211 167
is_linear=0
shrinkage=0.0253001


Tree=226
num_leaves=31
num_cat=0
split_feature=0 2 2 0 2 0 1 0 0 0 0 1 1 1 1 1 1 2 1 0 0 0 0 1 0 2 1 1 2 0
split_gain=5.31867 7.01027 5.7191 7.23077 4.15127 4.57004 3.75894 5.22911 4.61559 3.5069 3.76073 4.86536 7.27326 4.54543 4.77968 3.49947 5.02202 3.43958 3.40619 7.0302 4.20233 4.10168 6.86999 4.08924 3.78351 4.01875 7.36634 10.0129 7.54691 7.16891
threshold=0.57212358910000016 44.749265482150008 44.202975721700007 0.41973294215000007 49.247968080500009 0.58035687555000015 0.37820723930000005 0.53146612375000013 0.53312775065000018 0.56974342085000018 0.5485614203000001 0.46280051495000007 0.45420795785000007 0.44618424600000006 0.45107930900000009 0.4995808509000001 0.50491003265000012 43.895345911700005 0.41917906650000009 0.52324780695000006 0.54284302865000023 0.5380527529500001 0.53998383280000006 0.40206880030000008 0.52252926560000013 37.765550062200006 0.37227927305000003 0.37820723930000005 39.746231405950006 0.50291907430000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -8 -9 10 17 12 13 -12 -15 -7 -17 18 19 24 -20 23 -23 -21 25 -5 29 -28 -29 -27
right_child=1 4 6 9 5 15 7 8 -10 -11 11 -13 -14 14 -16 16 -18 -19 20 21 -22 22 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0035525991746887448 -0.002300601930815863 0.0017116293913272769 -7.7601733999476248e-05 0.0018523615487269819 0.0022886571106359812 -0.0056082697893283344 -0.0052248263349783932 0.0037067585477116947 -0.0020930986140147 0.0032173810127628945 -0.0013299594583332493 0.0028576108986738411 -0.0054677124867739194 0.0037281285469990457 -0.0014982445581256942 0.0039260057409417634 -0.0050825398031155485 0.0029100709118682197 -0.00061883692477896759 -0.0013395950537915271 0.002968676807650685 0.0024995626864975258 -0.0021197681335657762 -0.0067051239037811744 0.003573318456948246 0.00048797498590998599 -0.0062664859206135824 -0.0031046101552588503 0.0024424066356139506 0.0036348039599859096
leaf_weight=8.6610272922553104 37.354694797191769 21.45850622933358 39.634975099936128 47.774694225750864 4.6809897124767295 5.1924314405769092 8.15187039319426 3.4955447614192989 12.619470292702315 9.7416205778717977 32.185958890244365 7.423703506588935 6.4012981355190268 8.8760030418634397 5.7537465691566458 2.5950863435864449 2.354707726277411 13.126995995640753 9.0100873969495279 37.049175877124071 23.511094219982624 14.998332545161249 11.233577717095612 3.0683609992265692 9.1832674294710142 213.13732747174799 7.2250317186117199 9.0905114971101302 10.597150433808563 15.492170453071592
leaf_count=344 889 121 281 198 32 73 209 10 113 30 209 28 94 23 30 8 71 48 49 303 70 44 61 26 25 1046 58 47 39 54
internal_value=0.000186929 -0.000942417 0.000333483 0.000493221 0.000455934 -0.00136185 -0.000925239 -0.00230968 -0.000835038 0.000564027 0.000510748 -0.000529711 -0.00100224 -0.000391656 0.00167264 -0.00304668 -0.000359524 0.00065938 0.00058756 0.000468481 0.00197475 -0.000851973 0.000521376 -0.00174997 0.000748838 0.000663323 0.000441028 -0.00176926 -0.000118853 0.000701207
internal_weight=641.079 73.6364 567.443 503.541 36.2817 14.8232 63.9019 24.2669 16.115 494.88 485.138 60.6407 53.217 46.8157 14.6297 10.1422 4.94979 424.498 411.371 378.85 32.5212 66.3494 26.2319 40.1175 312.5 303.317 255.542 26.9127 19.6877 228.629
internal_count=4633 1194 3439 2826 305 184 613 332 123 2482 2452 384 356 262 53 152 79 2068 2020 1901 119 434 105 329 1467 1442 1244 144 86 1100
is_linear=0
shrinkage=0.00446649


Tree=227
num_leaves=31
num_cat=0
split_feature=2 0 2 2 1 0 1 2 2 2 1 0 0 1 1 0 0 1 0 2 2 2 1 2 1 1 2 1 2 2
split_gain=1.48535 1.73364 1.31831 2.37099 1.71596 3.87275 2.46311 1.2612 2.57612 2.57057 1.29084 6.05141 4.10303 2.31645 3.3411 2.94112 3.71325 5.72762 3.79471 3.4539 2.65169 3.34119 3.04425 4.32115 3.10498 3.64922 2.18231 2.11954 2.34898 2.2066
threshold=51.757767929250001 0.61400856260000014 33.036871954450007 33.361153777850006 0.38045268105000002 0.53017873715000008 0.31753540315000006 34.214889417600013 33.96174662340001 34.515670600900002 0.34007963835000005 0.46735127690000006 0.45350438610000005 0.37227927305000003 0.36880632320000012 0.5132031975000001 0.50291907430000016 0.37644082515000005 0.49688632075000011 47.309807198350008 38.238138001450004 37.892416320650007 0.3975479776000001 36.772607578000013 0.4529056016000001 0.42307116555000007 36.558960102350007 0.36510882910000009 39.198779702000003 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 4 -4 6 -6 -1 8 -5 -9 11 -11 -12 14 27 16 17 -15 -19 -18 21 22 26 -24 25 -25 -17 29 -29 -14
right_child=1 -3 3 7 5 -7 -8 9 -10 10 12 -13 13 15 -16 20 19 18 -20 -21 -22 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.015486963246881284 -0.02083520846493472 0.0028916073509964633 0.015866202176784392 -0.024103849413231682 0.014520594421849739 -0.022188018663263594 -0.028195943874510087 0.0139791102831602 0.0067144386349240141 -0.0011710726433286568 -0.021986112513917699 -0.033367163925621224 0.0087643004037580557 0.022700055719967117 0.012476319679204409 0.010699335254253144 -0.022239392858975224 -0.028855346291963794 0.0097933111246800691 0.0053002321033230985 0.00078199039706413254 -0.018435779707067976 -0.023832976175468576 0.0042748868171808615 0.012396251036909414 -0.027461746148703198 -0.0036889063102282377 -0.00028347014286869319 -0.019504452673158125 0.0014307786231998717
leaf_weight=0.61596472002565805 2.7014176417142144 2.054249201901257 3.7531868917867532 2.3009076279122374 2.714736070483923 1.8185329955304039 2.3751722015440464 5.2500097886659196 1.8575077652931211 35.763565463479608 3.0429500974714747 2.3579433858394614 16.898097712546587 3.0158374756574657 11.220677141100166 7.9972323253750819 7.6835664464160782 2.3296406958252196 1.6405278313904998 2.2254283875226974 222.90275817038491 5.8073518932797006 4.8280336968600741 2.9555659443140012 3.8007987290620804 2.5637528207153082 7.980498518794775 7.038674481213091 3.6630806382745504 194.47476016078144
leaf_count=14 136 24 18 37 9 161 75 36 18 390 143 27 72 7 46 32 75 37 23 10 1798 62 137 17 58 33 41 27 36 1034
internal_value=0.000247649 -0.0105862 0.0003379 0.000446008 -0.00775621 -0.000205164 -0.0192003 0.000342586 -0.0103377 0.000422547 0.000293188 -0.00316251 0.000550451 0.000685174 0.00211278 -0.000522719 -0.00839179 0.00247685 -0.0128852 -0.0160544 -9.08166e-06 -0.0049163 -0.00231015 -0.00888605 -0.0011432 -0.0104669 0.00351275 0.00158914 -0.00686258 0.00201705
internal_weight=575.632 4.75567 570.877 563.352 7.52441 4.53327 2.99114 559.599 4.15842 555.441 550.191 38.1215 512.069 509.026 233.295 275.731 16.895 6.98601 3.97017 9.90899 258.836 35.9332 30.1259 14.1482 9.32012 5.51932 15.9777 222.075 10.7018 211.373
internal_count=4633 160 4473 4214 259 170 89 4196 55 4141 4105 417 3688 3545 1215 2330 152 67 60 85 2178 380 318 245 108 50 73 1169 63 1106
is_linear=0
shrinkage=0.019466


Tree=228
num_leaves=31
num_cat=0
split_feature=1 2 1 0 0 0 0 2 0 2 1 1 1 0 1 0 1 2 2 1 0 2 1 2 0 0 2 2 1 2
split_gain=1.36167 1.48966 1.98785 1.15358 2.19275 0.912664 4.17099 3.46499 1.95949 7.60389 3.11353 3.73747 3.85123 3.33811 2.87957 2.26416 1.9695 2.76492 2.60387 4.09826 7.59752 6.89738 5.5519 1.86044 1.84356 2.5852 2.56399 1.6353 3.4338 2.15579
threshold=0.50634711535000021 48.109449608500007 0.58454836680000011 0.39587138110000003 0.3733870243500001 0.52432561900000019 0.52769378160000013 39.955516828000007 0.52252926560000013 38.751720283100006 0.38906020780000011 0.39019789825000006 0.39995808510000008 0.5206281249000001 0.38512319990000005 0.51657136015000005 0.37977904855000005 33.96174662340001 38.396531328800009 0.37227927305000003 0.50291907430000016 47.079243513300007 0.36265381275000008 44.279556297950009 0.50218556330000019 0.4560492201000001 35.771221912400001 39.788107623550012 0.34560342505000002 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=3 -2 -3 4 -1 8 7 -7 10 -10 13 -12 -13 14 15 16 17 -5 24 20 22 -21 27 -9 25 26 -19 28 -20 -29
right_child=1 2 -4 5 -6 6 -8 23 9 -11 11 12 -14 -15 -16 -17 -18 18 19 21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0078731103896395403 -0.0214629432186971 0.0076742062207971308 -0.02697665126487072 -0.016023726563433795 -0.024226723262911625 -0.028060504562393666 0.0001245133647786465 -0.00022243792521682443 -0.015120817578338549 0.017672215413808215 -0.02658146197929824 0.0085031410109481214 -0.023814425888450206 0.018978441690899194 -0.015419676017434349 -0.01638960396369538 0.012040981832491134 0.0062685702774606918 -0.00044366189676591362 -0.02474262993986957 0.016645184505061257 0.014739010847958884 -0.022193411403901384 -0.02304579658958511 -0.005060698393284266 0.011343863883593402 -0.024226960600165791 0.0075617123192048977 -0.022195085694934679 0.00047880052065906847
leaf_weight=1.6022847034037107 2.660640802467241 2.929687126539648 0.98168244445696462 4.1368893934413782 2.3044314554426819 4.1071371752768746 212.27848270325921 7.6561451256275159 4.3709087297320357 11.154667411465196 3.9510796964168531 5.3567059454508126 2.3588484590873122 4.6091175936162463 4.7225453406572333 3.227318324148654 7.470851093530654 3.3601054325699833 14.419503888115289 6.6430660858750326 13.189163714647291 2.7907457798719406 4.8170179678127161 2.000747315119952 5.1396588310599318 25.58079544827342 1.9265477126464245 21.34821483399719 4.1513444371521464 180.01718319952488
leaf_count=18 468 47 39 67 170 57 1604 75 24 64 22 38 61 16 23 23 25 24 63 60 58 10 33 93 24 103 76 95 29 1124
internal_value=0.000239659 -0.00929771 -0.00102253 0.000350658 -0.0110614 0.00043016 -0.000604438 -0.0118468 0.0011288 0.00844001 0.000773205 -0.00991299 -0.00137719 0.00117858 0.000907759 0.00116632 0.00135839 0.00108081 0.00133051 0.000559797 0.00109991 -0.013063 0.000187666 -0.00495106 0.00662545 0.00857129 -0.00484453 0.000677853 -0.005306 0.00122971
internal_weight=571.264 6.57201 3.91137 564.692 3.90672 560.785 226.043 13.764 334.742 15.5256 319.217 11.6666 7.71555 307.55 302.941 298.218 294.991 287.52 283.383 247.376 237.942 9.43381 224.753 9.65689 36.0071 30.8674 5.28665 219.936 18.5708 201.365
internal_count=4633 554 86 4079 188 3891 1829 225 2062 88 1974 121 99 1853 1837 1814 1791 1766 1699 1472 1402 70 1344 168 227 203 100 1311 92 1219
is_linear=0
shrinkage=0.0210743


Tree=229
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 2 0 1 2 0 1 1 1 1 2 1 1 1 2 2 0 2 0 2 1 2 0 1 1 1
split_gain=1.2911 1.59832 1.0783 5.09686 4.2219 4.17054 3.39108 3.31098 3.06464 2.64201 3.3395 2.61978 5.40269 8.64973 2.3332 5.0144 6.55221 3.35318 2.66135 5.35244 2.31638 2.10024 2.01502 4.55459 6.80034 4.65141 3.98722 3.83227 6.86251 3.30924
threshold=51.757767929250001 0.61400856260000014 0.58035687555000015 41.772405911750006 49.960114208400007 49.247968080500009 0.62143349005000015 0.50214065445000011 49.292797572200008 0.63013083440000017 0.49585341755000006 0.46551001470000003 0.46280051495000007 0.45420795785000007 46.645430295100006 0.45824975300000009 0.46112391845000006 0.47289003325000006 44.749265482150008 41.835830569250014 0.63528038085000016 39.198779702000003 0.56579144335000009 40.94178426300001 0.44844465735000011 40.00488309970001 0.56065686655000013 0.43584024430000007 0.42991227810000004 0.45107930900000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 6 8 9 -4 -7 11 14 -11 12 13 22 15 -5 -17 -18 19 -19 -8 -13 26 25 -25 29 27 28 -1 -24
right_child=1 -3 3 5 -6 7 20 -9 -10 10 -12 21 -14 -15 -16 16 17 18 -20 -21 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00069094650870038347 -0.021361077462735148 0.0025859090396185501 -0.022312202586263315 -0.029258398576383793 0.017902558207962119 -0.025832211068007292 0.011498984356554144 0.0099679187084338542 -0.016414393928925498 -0.028937929908700401 0.0021514495137323932 0.001121468767928924 0.02292609459974081 -0.024138573696297707 0.01570814204958557 0.034579325411865348 -0.031450655416724871 0.043821456405648197 0.022099475734045422 -0.013263580568643494 -0.021230992881705334 -0.027634155167180204 -0.013374442910348255 -0.015381895815115223 0.018284341094191619 0.024112049059861317 -0.012465177913611352 0.0110140293973831 -0.019179561704353681 0.015599719302036137
leaf_weight=437.76510116760619 2.4713462938088915 2.0625057760626078 7.422337828204034 1.7589154150337041 5.5961859235540024 3.6180404964834443 2.649169218493626 1.4635774176567791 4.3543270779773584 1.940474897623061 4.9456690670922399 1.7919415761716653 4.3492532670497885 5.7074703387916079 8.7117448076605779 2.6838812828063956 1.2745460569858531 0.78640084341168393 2.2344364523887634 4.2062061461620033 1.3003151296870781 2.3922950550913811 3.2066278923302907 6.9303637854754907 3.7187733948230743 7.8329622596502304 9.4719206504523736 14.083169069141148 7.1248608240857711 3.1539416462182999
leaf_count=2913 136 24 256 18 29 48 61 42 38 17 119 27 9 108 28 4 12 4 6 145 236 25 41 61 10 21 67 50 68 10
internal_value=0.000207321 -0.0104673 0.000293364 -0.00268878 0.000552667 0.00124225 -0.0143119 -0.0155213 0.000362988 0.0042268 -0.00660935 0.00050693 0.000638491 0.000444231 0.00767245 0.00226432 0.00722126 -0.00141545 0.0038815 -0.00427194 0.000723075 -0.0153193 0.000728661 0.00630269 -0.00362535 0.0137515 0.000433058 0.000699241 0.000372723 0.000992638
internal_weight=567.009 4.53385 562.475 44.9957 517.479 33.6239 11.3718 5.08162 511.883 28.5423 6.88614 507.529 503.344 498.995 21.6561 12.9444 11.1855 8.50159 7.22704 4.99261 3.94948 4.18424 493.288 24.8427 10.6491 14.1935 468.445 458.973 444.89 6.36057
internal_count=4633 160 4473 996 3477 443 553 90 3448 353 136 3410 3358 3349 217 189 171 167 155 149 297 52 3241 143 71 72 3098 3031 2981 51
is_linear=0
shrinkage=0.020084


Tree=230
num_leaves=31
num_cat=0
split_feature=1 1 0 1 0 2 1 1 0 2 2 1 2 2 1 0 2 1 1 1 1 0 2 2 0 0 1 0 1 1
split_gain=3.37823 6.17903 4.25856 2.88393 5.26115 4.43887 3.92721 4.74716 3.38433 3.61183 3.19914 3.875 2.6856 3.71 3.46731 2.18655 2.33836 2.04584 3.31081 3.29163 4.05936 3.50374 3.29824 7.28916 3.23385 2.51459 4.36793 2.13754 2.04253 2.40713
threshold=0.39170982905000007 0.39394030120000006 0.47721625100000004 0.39563186730000005 0.53634621715000008 43.61821939175001 0.39814676205000005 0.41861022125000008 0.54504356155000011 36.772607578000013 44.701063782750005 0.41461333495000008 42.620627117000005 40.636252116050009 0.41917906650000009 0.51657136015000005 36.654713368950006 0.43584024430000007 0.43837010870000009 0.40437412050000004 0.41917906650000009 0.54986377655000018 40.300545846000013 41.489621506400006 0.56915960600000015 0.56065686655000013 0.44512140355000007 0.68131193680000013 0.30560462260000004 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 5 15 -7 10 12 -10 -8 -12 13 -6 -15 -5 -17 19 24 -11 -21 -22 -23 -24 -19 -20 -27 -28 -1 -30
right_child=1 3 -4 4 8 6 7 -9 9 17 11 -13 -14 14 -16 16 -18 18 25 20 21 22 23 -25 -26 26 27 -29 29 -31
leaf_value=-0.0060559809001646883 -0.0066884845204868842 0.002738454505025125 0.00087008088019940443 0.0010432848317118465 0.00023091369125399837 -0.0063332892213523329 0.0078605217143636504 -0.0047378587494711095 -0.0044680491820228907 0.0044956462113491724 -0.0035040647237166052 0.0066790108682657102 -0.0021623604369795926 0.0010299089826707191 0.005974604016984934 -8.8381241360536232e-05 -0.0064607294381269021 0.00052549101803510022 0.0024815154537605349 -0.0077224528111304487 0.001610703609309763 -0.0070357309322195971 0.0034962082294650995 -0.007556034161269664 0.0062831296520598663 -0.0060932321046373236 -0.00013585005452831453 -0.0063171470438469724 0.00028460846693999155 -0.0016166252766925226
leaf_weight=2.1897158687934271 5.0848178379237643 10.415293931961058 279.21324343420565 1.9799844697117865 21.656645677983761 2.8857296649366608 3.3645990490913373 3.2673076991923145 7.1584142965730271 2.6479585021734264 3.0942905750125647 2.1028895489871502 6.3926677033305159 8.7092977017164248 10.454733684659002 2.295449446886777 12.096400309354065 8.4072659537196142 9.9227044060826284 3.8953890958800939 8.4199109971523303 4.7330396920442572 4.9359783381223661 3.3603572677820921 5.3469743877649298 4.584358097985386 78.237654866650701 1.9203605256043363 61.720185038633645 34.942789865192026
leaf_count=137 91 51 1230 25 83 89 7 92 324 28 42 6 33 30 29 20 135 33 37 45 29 60 15 38 18 43 910 117 421 415
internal_value=0.000164747 -0.00037647 0.000504552 -0.000238298 -0.000378036 -0.00258615 -0.000279043 0.0011979 -1.8241e-05 -0.000460334 0.00346308 0.000616224 0.00132611 0.00187242 0.00372743 -0.00465976 -0.00544436 -0.000250023 0.000110162 -0.00164507 -0.00228664 -0.00129945 -0.00318006 -0.000980405 0.00276378 -0.000275392 -0.000598205 -0.000283937 -0.000527899 -0.00040267
internal_weight=615.436 237.37 378.066 232.286 221.87 31.0867 14.7148 11.8291 190.784 143.57 8.56178 5.19718 47.2133 40.8207 19.164 16.3718 14.3918 136.412 108.419 27.9926 25.3447 21.4493 13.0294 8.29634 13.7542 94.6651 84.7424 80.158 98.8527 96.663
internal_count=4633 2430 2203 2339 2288 416 236 147 1872 1697 55 48 175 142 59 180 155 1373 1158 215 187 142 113 53 51 1107 1070 1027 973 836
is_linear=0
shrinkage=0.00578826


Tree=231
num_leaves=31
num_cat=0
split_feature=1 2 2 0 0 1 0 2 0 1 1 1 2 2 1 0 2 0 1 0 2 1 1 2 2 1 0 2 0 2
split_gain=1.19248 1.36652 1.9271 1.04786 2.01263 0.866073 2.1573 3.83813 4.93579 1.70349 1.64132 5.86434 1.55796 1.21957 2.74779 2.90525 1.98724 1.39951 3.7188 4.9767 3.67749 3.5613 3.25291 3.15867 4.07087 3.1407 3.29312 3.0487 3.02982 2.84789
threshold=0.50634711535000021 48.109449608500007 48.914776625700007 0.39587138110000003 0.3733870243500001 0.31100865245000009 0.42615490555000007 48.914776625700007 0.41160444300000004 0.31060447290000009 0.32467590790000006 0.3298553935500001 35.771221912400001 32.724174661450007 0.38045268105000002 0.53017873715000008 33.361153777850006 0.5054040298000001 0.37644082515000005 0.50291907430000016 38.396531328800009 0.37644082515000005 0.37043801085000005 40.148327922700012 40.518963363600001 0.34569324270000007 0.48911709230000006 39.427119987250002 0.5116313883000001 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 4 -1 9 7 8 -7 -5 -8 -12 -10 14 -13 -16 -15 18 19 20 -18 22 28 25 -25 27 -27 -22 -19 -23
right_child=1 2 -4 5 -6 6 10 -9 12 -11 11 13 -14 16 15 -17 17 21 -20 -21 23 29 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0070318076605998033 -0.021679197701268242 0.0092984698855589198 -0.022457172113189029 -0.0003840492947413069 -0.024327616651258616 0.011363158267267486 0.0095812538895673448 -0.036271135134745239 0.0027265643843145085 0.018810009472564358 -0.026196894814665805 -0.031676391488723928 -0.026006446922261922 0.014924501580770725 0.017702021836607341 -0.024120493536221539 0.0085508509292862786 0.010395534125203002 -0.01742557788400383 0.016825882722067888 0.0084451070411873923 -0.0053378561674725924 -0.021725478023541651 0.012497639955074668 0.00042170580413517005 -0.0058282399939134808 -0.035247777568502121 -0.0097513912410338906 -0.01520408105522783 0.00098463857125763226
leaf_weight=1.6305487193167203 2.3923280365997917 2.6151991114020352 1.2984277131035922 5.4507352132350189 2.1602766215801239 5.0113824019208533 8.8707455173134786 1.9250400364398945 1.1294580979738382 3.4144311100244522 3.7543016783893099 1.7274923780933011 3.5490674069151282 4.3782623792067161 1.9693290479481222 1.222120971418917 28.608735129237175 4.4074178747832757 4.5326544772833577 9.9265912473201734 7.3340118899941507 37.945839869789779 6.6629978604614726 13.767168583348392 159.67507460713387 3.8944735750555983 3.104641281068325 9.7220082953572255 4.0079027209430933 219.20877713384107
leaf_count=18 468 15 71 52 170 36 32 14 19 16 52 25 151 23 7 89 131 19 68 45 28 366 59 57 915 22 24 45 36 1560
internal_value=0.000221776 -0.00899236 -0.00123713 0.000325721 -0.010839 0.000401951 0.000294749 -0.00879017 -0.00333068 0.00700857 0.000492087 0.000338758 -0.0190699 0.000529572 -0.0100302 0.00168668 0.000630007 0.000507961 0.00169212 0.00205925 0.00141096 -0.00053845 -0.010603 0.000376698 0.00138025 -0.00685909 -0.018878 -0.00192698 -0.00179661 5.16887e-05
internal_weight=565.297 6.30595 3.91363 558.991 3.79083 555.201 546.335 11.6149 9.68991 8.86517 534.721 525.85 4.67853 522.095 4.91894 3.19145 517.177 512.798 240.565 236.033 226.106 272.233 15.0783 197.497 173.442 24.0551 6.99911 17.056 8.41532 257.155
internal_count=4633 554 86 4079 188 3891 3823 220 206 68 3603 3571 170 3519 121 96 3398 3375 1335 1267 1222 2040 114 1091 972 119 46 73 55 1926
is_linear=0
shrinkage=0.0213079


Tree=232
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 1 1 2 2 1 1 2 0 0 1 1 2 2 1 2 2 2 2 0 2 1 0 2 1 1
split_gain=1.13066 2.60584 4.43186 3.63158 4.08662 3.36468 3.78062 2.34711 4.10002 2.66575 2.50949 2.92214 1.8385 2.43826 4.37201 1.80576 2.13528 3.7255 1.9017 1.77004 4.56284 1.5314 1.43754 1.34939 3.38883 4.50729 2.44708 2.02261 6.36985 3.88843
threshold=49.247968080500009 0.39672464895000009 0.47648274005000008 0.55688452445000014 0.58035687555000015 0.4995808509000001 0.50491003265000012 47.927946529500012 45.700098835450007 0.37447980600000008 0.49284452560000008 45.044778924400006 0.43572048740000008 0.4413939702500001 0.33400197600000009 0.32737043805000005 41.559097512700014 44.952171034750002 0.32168198560000011 35.771221912400001 41.243661560350013 48.109449608500007 48.823707093150006 0.57212358910000016 40.00488309970001 0.49146732130000009 0.56974342085000018 40.858951393400005 0.45824975300000009 0.46187239905000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 8 10 -10 12 -12 15 -14 -15 16 18 -18 19 -1 -21 -9 -23 26 25 -25 -16 -26 -29 -30
right_child=1 2 3 4 5 6 -8 21 9 -11 11 -13 13 14 23 -17 17 -19 -20 20 -22 22 -24 24 27 -27 -28 28 29 -31
leaf_value=0.013292723686652482 -0.026281311545376322 0.018906712112119573 -0.026146289880184883 0.012143542506843612 -0.02411867574439119 0.017688295203916224 -0.022202652370131665 0.016140482711513721 -0.023755300423171151 -0.0052016433820640745 -0.020916888374339988 0.025990115099832803 0.0153319096213688 -0.020018498424100865 0.00083173344345550244 -0.022492026939117643 -0.024403117919193914 0.014745685825283496 0.024390948958588426 -0.029960312925162259 0.013824218638445785 -0.0022676267531480062 0.0078219545401543057 -0.021657009243272036 0.010928496799317265 0.02503572159506167 0.011856361600382267 -0.025873989403961462 0.023598734968821162 -0.0031009151375481019
leaf_weight=2.0579401208087784 1.9355492442846323 3.2746934294700649 2.9946750011295071 4.9974798941984755 3.8281331872567534 2.3857988342642789 1.5408353717066345 4.8129899613559273 3.9554496649652746 13.352800452616064 3.8204898060066617 0.60640263184905041 4.4656122997403136 4.0201264824718228 432.73637048667297 2.3257234035991123 3.4823660892434418 1.3212966229766605 1.3813501959666608 2.0166060230694716 1.7533150436356661 9.1914769560098666 14.101618302986024 6.0807421649806228 5.4632307216525104 0.94067578017711628 8.0818585902452451 3.6520358715206376 3.014326833188532 7.4908690713346004
leaf_count=29 18 11 100 49 73 8 71 20 97 138 515 2 22 51 2487 169 145 19 12 64 9 49 62 228 30 6 30 45 8 66
internal_value=0.000186132 -0.00433775 -0.00210488 -0.0064744 -0.00185476 -0.0108758 0.00203484 0.000361661 5.5074e-05 -0.00944171 0.000387334 -0.0144915 0.000521678 0.000732667 0.000594391 -0.00648175 -0.00338212 -0.0136348 0.00344949 -0.00151416 -0.009597 0.00594687 0.0038406 0.00077166 -0.00356665 -0.0154015 0.00103386 0.000668583 -0.00329068 0.0045602
internal_weight=561.083 20.9572 19.0216 15.7469 12.7522 7.75477 3.92663 540.126 512.02 17.3083 494.711 4.42689 490.284 475.946 471.48 14.3386 12.0129 4.80366 7.20921 5.82786 3.76992 28.1061 23.2931 467.46 26.6419 7.02142 440.818 19.6205 14.1572 10.5052
internal_count=4633 330 312 301 201 152 79 4303 4172 235 3937 517 3420 2973 2951 447 278 164 114 102 73 131 111 2900 383 234 2517 149 119 74
is_linear=0
shrinkage=0.0198508


Tree=233
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 2 2 2 1 0 2 1 0 0 1 1 0 0 2 1 1 1 0 2 0 0 2 1 0 0
split_gain=4.6889 6.44121 4.9856 6.67404 4.15529 3.73055 4.98359 3.61098 6.28265 4.18516 4.42113 4.20748 11.0896 3.34186 5.61942 3.05869 3.8797 4.11251 5.83179 4.57064 5.88819 3.74147 3.35983 3.24881 2.86848 3.81636 2.80657 3.53339 2.74785 2.59005
threshold=0.57212358910000016 40.574766824850009 42.720329370750001 0.55788748840000013 0.41973294215000007 42.684965421050009 42.620627117000005 40.858951393400005 0.44922307715000004 0.63013083440000017 41.772405911750006 0.48616807880000007 0.61400856260000014 0.54191491270000014 0.42111014640000005 0.41347564445000012 0.51657136015000005 0.47774018740000007 48.109449608500007 0.34518427590000006 0.34007963835000005 0.39814676205000005 0.3733870243500001 43.847983878700006 0.54413041525000005 0.5541600551000001 41.243661560350013 0.31168228495000011 0.64803449000000013 0.56974342085000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 26 6 29 -3 -9 10 -10 -12 -13 14 15 16 17 18 19 20 22 -18 -4 -22 -15 -26 -1 -28 -11 -6
right_child=1 7 3 -5 5 -7 -8 8 9 28 11 12 -14 24 -16 -17 21 -19 -20 -21 23 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=-0.0042437959012438754 -0.0032927890653185092 0.0033720710856357944 0.0018675718228127428 -0.0038994318953586328 0.00049107433807207303 0.0029567335639790505 -0.0034029888523119298 -0.0039680001265414554 -0.0046442339135758983 -0.005298888054554968 0.0023338811173671159 -0.0047078542321819846 0.0029061988340524842 0.0046055991285799324 -0.0049746606092538059 0.0027249726767607455 -0.0032228873697869144 0.000781624347530321 0.00084151437390858315 -0.0041436899323653645 -0.00078972922577791186 0.00040951125966846619 -0.0046755803680719084 0.0041201694586464862 -0.0028569706588674479 0.0029274495643516426 -0.0041469916166256074 0.0075483932072096666 -0.000873148924705662 0.0026999462488230463
leaf_weight=4.6468631173484019 13.165835947729645 4.0246676136739543 1.5404896847903753 7.8185019716620436 383.29050191771239 9.7518757879734022 5.0502844601869574 7.0297790933400384 2.1901857517659655 2.9280959074385455 18.481228567659858 5.6053269859403354 6.3322729486972094 3.9640122130513173 3.9361750846728674 5.3558486979454747 12.43941425997764 49.888922551646829 18.168660551309586 10.099752949550746 4.4768717251718027 6.8266211710870257 5.8603842314332724 3.9368830919265747 3.1178431175649166 4.1100156083703041 0.78950358554720856 0.8171025924384594 8.5421810825355333 8.4328862056136114
leaf_count=217 500 30 14 118 1853 71 37 83 43 54 76 130 89 11 105 25 176 226 75 162 30 39 138 11 35 19 46 3 189 28
internal_value=0.00015956 -0.000815148 0.000279658 -0.000358865 0.000498605 0.000547666 0.000488456 -0.000223491 -0.00050663 4.53907e-05 0.000765894 0.00115543 -0.000668997 -0.000151854 -0.00034022 -0.000186401 -0.000324101 6.32878e-06 -0.000871076 -0.00207178 -0.000748586 -0.0019358 -0.00331363 0.00150766 0.0019104 0.000432255 -0.00269076 0.00180116 -0.00200294 0.000538626
internal_weight=622.619 68.2996 554.319 141.54 412.779 406.526 396.774 55.1337 51.1091 44.0793 32.609 30.4188 11.9376 133.722 122.53 118.594 113.238 93.972 44.083 25.9144 15.8146 19.266 7.40087 8.41375 11.1919 7.22786 6.25347 1.60661 11.4703 391.723
internal_count=4633 1194 3439 1184 2255 1989 1918 694 664 581 338 295 219 1066 1001 896 871 656 430 355 193 215 152 41 65 54 266 49 243 1881
is_linear=0
shrinkage=0.00394257


Tree=234
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 1 0 0 1 2 2 2 0 1 2 2 0 1 1 1 0 2 0 0 0 1 2 0 0
split_gain=5.2765 6.43907 4.5515 3.60149 4.71057 6.56904 3.07982 3.9386 4.9314 4.12439 5.40807 4.12105 3.47655 3.30572 3.25201 2.99016 5.61546 4.10939 3.81545 3.95457 5.43424 6.46457 3.68534 2.94941 3.58369 2.93412 2.85424 3.59317 3.34362 4.25789
threshold=0.52324780695000006 0.47721625100000004 0.37644082515000005 0.39078171310000004 0.39019789825000006 0.38906020780000011 0.50056884525000012 0.5380527529500001 0.54450465555000005 0.41917906650000009 38.110427674550003 38.396531328800009 49.960114208400007 0.5485614203000001 0.38976377950000002 43.968221017800005 44.279556297950009 0.53146612375000013 0.40206880030000008 0.39394030120000006 0.39563186730000005 0.53447501570000011 36.654713368950006 0.55877069550000014 0.5641597557000001 0.55234873210000013 0.34482500525000009 40.408647214050006 0.47396784530000008 0.47500074850000013
decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 14 -9 10 -10 23 -12 -13 -4 18 -17 -18 19 -16 -21 22 -22 -11 -25 -15 28 -28 -1 -30
right_child=2 3 6 -5 -6 -7 -8 8 9 11 12 13 -14 25 15 16 17 -19 -20 20 21 -23 -24 24 -26 -27 27 -29 29 -31
leaf_value=-0.00029763640563480775 -0.0059622818914574207 0.00078924615693747144 0.0014564548562107371 -0.0019412503973677264 0.003385286667706636 -0.0033835497520259979 -0.0019021710664456736 0.0012000578157598065 0.00161408739219362 -0.0049255773882770715 -0.0048632849508005995 0.0021468925404169426 0.00074218579908952374 -0.0033403805780681498 -0.0033399048941433192 0.004072263694333997 -0.0039515732298657218 0.00076661996137284533 -0.0055110875566463458 0.0019646494904963421 0.0015074381339100008 0.0017610403062155507 -0.0043840628546845031 0.0021018803821567099 -0.0022148994885555716 0.00015981674865166206 -0.0045336755614830424 -0.00077886055819240076 0.0037381048441068958 -0.00047739443331088881
leaf_weight=54.385020079091191 1.8276085443794716 255.3873052187264 6.6040932834148398 6.5340468240901819 9.0268824771046621 5.1111171916127196 13.247129124123601 45.448839277029037 3.5655095335096112 3.1096603199839583 7.0599764045327884 11.038048461079596 1.8558650501072405 3.2844774499535552 10.020862601697443 3.6245389580726615 4.2325446279719454 5.8276469111442566 3.3694913275539866 7.4221238046884563 1.6814807802438725 4.5799943804740897 8.7418017759919149 3.6073930375277987 8.7499249912798387 100.91169596277177 3.8053303454071274 30.64802307728678 6.8282710909843427 5.960367813706398
leaf_count=523 18 1073 25 95 23 26 612 163 25 42 80 32 26 22 104 8 139 25 29 27 12 18 123 21 224 661 85 320 19 33
internal_value=0.000168529 0.000443526 -0.000231234 0.000732249 0.000797062 0.000707374 -0.000190634 -9.79914e-05 0.000154151 -0.00017784 -0.00217943 1.33029e-05 -0.00369649 0.00025039 -0.000945729 -0.00126622 0.000182865 -0.00121843 -0.00181989 -0.00143657 -0.000586052 -0.00184788 -0.00343365 -0.00175307 -0.000954729 4.94833e-05 -0.000340759 -0.00119358 9.66508e-05 0.0017734
internal_weight=637.497 377.686 259.811 276.059 269.525 260.498 257.983 244.736 188.631 143.183 12.4814 130.701 8.91584 115.234 56.1046 49.5005 13.6847 10.0602 35.8158 32.4463 22.4254 15.0033 10.4233 15.467 12.3573 104.196 101.627 34.4534 67.1737 12.7886
internal_count=4633 2197 2436 1217 1122 1099 2418 1806 1296 1133 131 1002 106 715 510 485 172 164 313 284 180 153 135 287 245 683 980 405 575 52
is_linear=0
shrinkage=0.00364444


Tree=235
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 2 1 0 0 1 2 2 2 0 2 2 0 1 1 0 0 2 2 1 1 1 2 2 1 1
split_gain=5.51548 6.61419 5.95803 3.08624 3.00021 3.70055 5.78025 10.5071 6.29382 4.40253 4.02267 7.60985 3.93332 3.91017 3.55685 3.5715 3.16086 3.05289 3.04941 2.91894 5.24861 4.72713 3.05946 2.81029 5.08081 2.67984 2.67753 2.93498 4.13798 5.98705
threshold=0.39170982905000007 0.47721625100000004 0.39394030120000006 0.5116313883000001 37.232443001650005 42.546237522150008 0.39563186730000005 0.53499895210000015 0.57927906350000014 0.40115565405000009 41.835830569250014 41.559097512700014 41.542492784600007 0.56685428580000019 42.388109226950007 37.345948426100009 0.52577767130000008 0.3975479776000001 0.43837010870000009 0.55131582885000008 0.55619592225000014 40.00488309970001 40.636252116050009 0.43967246490000006 0.45107930900000009 0.42926858475000007 43.276780833950006 49.064150740050003 0.48522499325000007 0.48616807880000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 6 -6 16 10 -7 11 12 13 19 15 -10 -8 -5 -15 21 25 -9 -23 -22 -25 -21 -11 -28 -29 -30
right_child=2 -3 3 4 5 9 7 8 14 26 -12 -13 -14 18 -16 -17 -18 -19 -20 20 23 22 -24 24 -26 -27 27 28 29 -31
leaf_value=-0.00036147041285292721 -0.004112360964294611 0.00070041560535877658 -0.0040358098302130342 0.0011189019529708635 0.0036519417586621632 -0.0027602415912305902 0.00069381697894390596 0.0019060901000407407 0.0042732202581488585 -0.0019402935310335852 0.00227263789510301 -0.0040742089367171285 0.0039328625967435873 0.0040383671149626993 0.0025906689792989076 -0.0027787848161026397 -0.0045874224733977106 -0.0022048739981699842 0.00088185320160087135 -0.0011518581686836258 -0.0021525477573499366 -0.0027536313237402792 0.00046710051919213701 0.0039002810074555568 -0.00072936973857809972 -0.0063285056564227156 0.00047677227185776219 -0.0042200996439633086 0.0036364560566507259 -0.0019135863214529228
leaf_weight=99.994543330743909 4.9777290616184464 293.47065069526434 2.5986384432762852 4.5465855821967152 6.4321243762969962 10.530546128749846 1.8019974045455436 19.6849115639925 0.98273350019008177 10.60958203487098 18.936362333595753 4.4677081406116477 4.534387379884719 6.1361611187458065 2.2105107298120847 12.895461618434636 7.1916620023548603 15.466283532325177 10.637849437072871 2.2634378969669369 5.4618500098586109 5.8552098199725178 10.431071802973745 4.6300718039274207 8.6355762332677823 2.9014930352568626 44.118904797825962 4.4667628780007353 3.5981026291847211 7.8918369309976697
leaf_count=973 91 1230 52 23 16 163 13 60 9 110 65 27 13 17 14 370 85 395 53 19 41 29 37 10 48 26 387 111 9 137
internal_value=0.000169061 0.00043055 -0.000251064 -0.000170951 -0.000128631 -6.96022e-06 0.000352507 0.000188828 0.000465953 -0.000609308 0.000785377 0.00045652 0.000705891 0.000514962 -0.0016103 -0.00227942 -0.00352926 -0.00144977 0.00203655 8.86076e-05 -0.000877521 0.00073032 -0.00069081 1.68744e-07 0.000886504 -0.00405993 -0.000288867 2.78178e-06 -0.00130776 -0.000175577
internal_weight=638.361 393.465 244.896 239.918 237.319 217.306 136.091 129.658 120.665 81.2157 104.576 85.6397 81.172 76.6376 16.0887 13.8782 8.99366 20.0129 16.774 59.8636 23.8924 35.9712 16.2863 18.7275 13.2656 5.16493 70.6852 60.0756 15.9567 11.4899
internal_count=4633 2203 2430 2339 2287 1869 952 936 838 917 445 380 353 340 393 379 98 418 70 270 144 126 66 99 58 45 754 644 257 146
is_linear=0
shrinkage=0.0035658


Tree=236
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 2 0 1 0 2 2 0 1 0 1 2 0 2 0 2 2 2 2 1 1 1 0 1 2 0
split_gain=8.49684 7.29671 7.09141 6.12067 5.3785 4.19635 3.85456 5.11671 10.0401 5.97199 8.72585 6.03443 5.87432 5.87169 4.15932 3.39312 6.9472 4.57049 4.5479 3.38914 3.25428 3.06603 2.91605 2.89364 3.34495 4.84845 2.87419 2.92693 2.70645 4.80014
threshold=0.57212358910000016 40.00488309970001 42.783136484500005 0.55788748840000013 0.41973294215000007 42.982930821650008 0.56974342085000018 0.39078171310000004 0.53634621715000008 42.684965421050009 42.154118731400011 0.48271009850000007 0.34479506600000004 0.54504356155000011 0.40115565405000009 44.202975721700007 0.47880302985000006 43.477771593600004 0.45798030000000006 47.74983977685001 45.458122212500008 42.720329370750001 49.247968080500009 0.46280051495000007 0.45107930900000009 0.43540612555000008 0.57403969940000021 0.50056884525000012 41.835830569250014 0.55980359870000018
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 14 10 -6 12 -12 -10 -9 16 17 -7 -19 20 -17 -11 -21 24 25 -15 -3 -28 29 -27
right_child=1 26 3 -5 6 15 -8 8 13 21 11 -13 -14 23 -16 19 -18 18 -20 22 -22 -23 -24 -25 -26 28 27 -29 -30 -31
leaf_value=-0.0017665322324134927 -0.0022623133209567054 -0.0031535125970585955 -0.0016080570129618215 -0.0022509552194724738 0.00060912714002559669 -0.0024496089455522821 0.0019042668149815316 -0.00085252565480970421 0.0010032200532585976 0.0026391566733147617 0.00080269506846932263 0.00032672441927036102 -0.0028602524524980809 -0.00069592232805704114 -0.0034002768745471732 -0.00036781180981601888 0.00086888402927938707 -0.0028001794166251466 0.0011651178511840569 0.0006566776448243244 -0.002009613055626852 0.00048119219391567542 -0.00090144326105430397 0.0012773903902204376 -0.0016984831561040331 0.0015014570034496853 9.2132288599599437e-05 -0.0011947014231754225 0.0020748007210481933 -0.0017256758982051425
leaf_weight=6.6718809944577506 13.122860953677444 1.9561921283602703 10.087931141257284 8.2468154411762935 247.55934238247573 6.8760499665513626 9.7177850157022458 27.23364341259003 45.171537466347218 11.535018399357797 3.3561011254787472 13.123839937150477 10.255848571658133 27.891337625682354 4.2828191369771949 18.818282184191052 46.33509524166584 2.2357303313910943 6.6077274531126022 21.416545476764444 11.077148230746387 5.6725588031113139 10.260803094133733 7.3641316145658484 8.6484956219792348 6.4064567908644694 46.111631004139781 13.110927736852316 6.9831522703170767 4.5544965788722038
leaf_count=268 459 22 76 117 992 100 28 230 148 61 15 50 87 184 45 195 201 53 28 89 163 26 130 29 60 20 310 403 17 27
internal_value=0.000129555 -0.00063622 0.000226257 -0.000241605 0.000375035 -0.00011768 0.000407526 0.000373704 -6.55232e-06 0.00055442 0.000468264 -0.000836052 -0.00195713 0.000344539 -0.00119874 3.93434e-06 0.000400527 -0.000980011 0.000162644 -0.000395761 -0.000976148 0.00192777 0.000151977 -0.000136537 -0.000327646 -6.89886e-05 -0.000287423 -0.000192752 0.000905483 0.000160518
internal_weight=662.692 74.3016 588.391 141.962 446.428 133.715 439.757 430.039 138.536 291.503 274.295 26.7358 13.6119 107.02 31.5165 123.627 62.0546 15.7195 8.84346 61.5728 29.8954 17.2076 31.6773 61.8481 54.4839 45.8354 61.1788 59.2226 17.9441 10.961
internal_count=4633 1194 3439 1152 2287 1035 2019 1991 760 1231 1144 152 102 485 275 959 382 181 81 577 358 87 219 337 308 248 735 713 64 47
is_linear=0
shrinkage=0.00240323


Tree=237
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 2 1 2 2 0 2 0 1 0 1 2 0 1 1 0 0 1 1 1 2 2 2 1 2
split_gain=6.12682 6.41012 5.69534 8.48919 3.40078 5.0108 7.39804 4.72289 8.13926 3.7208 5.12409 4.26581 4.62124 4.23502 12.6666 3.24809 3.01956 2.79022 5.05556 6.79104 3.09793 4.00929 2.75243 2.64266 3.0751 3.43593 2.69669 3.9995 3.63132 3.87098
threshold=0.39078171310000004 0.47721625100000004 0.5380527529500001 0.54504356155000011 0.43540612555000008 0.57212358910000016 40.574766824850009 0.4529056016000001 39.476991512000005 40.858951393400005 0.57927906350000014 41.772405911750006 0.62071494865000021 0.48616807880000007 0.61400856260000014 0.48814406755000012 36.377496227400009 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.5195503128500002 0.50913146310000013 0.42473279245000012 0.30560462260000004 0.3447651268000001 40.408647214050006 48.96897326980001 48.823707093150006 0.33894194785000004 41.909642283050012
decision_type=2 2 2 2 2 2 2 2 2 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 16 -4 -5 7 -7 -6 -9 -8 -11 -12 13 -13 -15 -14 -2 18 19 20 21 -3 -18 -1 26 -26 27 28 29 -25
right_child=2 17 3 4 5 6 9 8 -10 10 11 12 15 14 -16 -17 22 -19 -20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.003550122560665885 -0.0044212931196638957 0.00080249801216436068 0.0012178137911754369 -0.0013035925053285324 0.0013620186705476825 -0.0028226172847023471 0.0029237913607502324 0.0019669409920053341 -0.0029222860808935289 -0.0043770487246655651 -0.0039134114960025605 0.0017344821088789188 -0.0050015215907013803 -0.0040143897418894823 0.0034512662696433299 -0.00071369935013442605 -0.00080520412202282556 -0.00075038750153694211 0.0031931653436836245 -0.0031311078035903754 0.0025194243067799748 -0.00078052513868864717 -0.0039398969978497638 0.00045715035966216184 -0.0041827015716334849 -0.00065628988040813637 -0.0016615913936731739 0.0032651684701845269 0.0012751077359046275 -0.0020614643096139359
leaf_weight=2.7436640858650199 3.112445928156375 225.04575154557824 50.042817566543818 34.268090279772878 35.793345652520657 14.507595509290693 4.1424638247117391 6.6622910629957905 9.0243780016899091 3.3764581158757201 3.1006915471516541 21.14108004048467 2.3824947699904433 6.0788312908261997 4.4169573532417417 12.030229995958505 46.905440215021372 14.450703581795095 9.3027432411909086 5.1693125814199439 10.708971206098793 19.575945410877466 3.3802826432511202 16.722288919147108 3.4467070847749701 31.853272516280413 7.3782558143138877 5.3124859631061545 20.523880787193775 11.658005665987728
leaf_count=137 33 926 173 276 127 492 30 36 113 41 88 96 21 130 21 249 434 75 23 26 36 111 103 170 83 332 42 12 87 110
internal_value=0.000159792 0.000429242 -0.000237494 1.45535e-05 -0.000369162 -0.000108099 -0.000684814 0.000689272 -0.000845781 -0.000137525 -0.000378953 -0.000104297 0.000152185 0.000869559 -0.000872607 -0.0014225 -0.00121441 0.000685922 0.000762851 0.000676062 0.00075314 0.000675816 -0.00101592 -0.000303027 -0.000211082 -0.00100061 0.000241395 0.000500369 0.000200028 -0.000577442
internal_weight=644.258 383.892 260.366 206.968 156.925 122.657 71.1768 51.48 15.6867 56.6692 52.5267 49.1503 46.0496 31.6369 10.4958 14.4127 53.3982 284.253 269.803 260.5 255.331 244.622 50.2857 99.6386 96.8949 35.3 61.5949 54.2167 48.9042 28.3803
internal_count=4633 2170 2463 1893 1720 1444 1168 276 149 676 646 605 517 247 151 270 570 1197 1122 1099 1073 1037 537 973 836 415 421 379 367 280
is_linear=0
shrinkage=0.00335508


Tree=238
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 2 0 1 1 0 0 1 2 1 2 2 1 1 0 2 2 0 2 2 1 0 1 1 1 1
split_gain=9.39255 9.67626 6.58236 6.06586 4.35403 4.14077 3.85784 4.96034 7.14141 3.64342 3.93194 3.59314 4.44359 4.40794 5.50499 3.48737 3.12493 5.31566 4.24739 3.34458 5.75673 5.51466 3.21248 5.52154 5.52582 4.6324 4.1827 3.86565 3.09097 3.04523
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.54504356155000011 0.5380527529500001 43.61821939175001 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.5206281249000001 0.50913146310000013 0.37977904855000005 38.911218973650008 0.36166581840000006 39.852039223600009 36.772607578000013 0.43584024430000007 0.4529056016000001 0.55980359870000018 41.362929270750008 40.806664626150003 0.55131582885000008 40.574766824850009 40.94178426300001 0.44922307715000004 0.56859076075000015 0.45107930900000009 0.43929822460000006 0.40437412050000004 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 -2 4 5 -4 7 8 9 10 -3 13 -13 -12 -15 28 19 18 -18 20 21 -17 26 -24 25 -25 -20 -27 -5 -1
right_child=2 6 3 15 -6 -7 -8 -9 -10 -11 11 12 -14 14 -16 16 17 -19 22 -21 -22 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=5.4845182049617562e-05 -0.0015443612798032174 0.00096331359349915199 -0.0020832668854501922 0.0036394030022241534 0.0012516511121364107 0.0012009413933389893 -0.00085779952964829388 0.0032529462636153995 -0.0030267561939341476 0.0032864930782609309 0.0021041909738158957 -0.0014407569892570581 0.0026325202254995597 0.00039029150788239914 -0.0046730499589427849 0.00078468578098459397 0.0025032866938803303 -0.00066447045180378439 -0.0035241920829957012 -0.0026699735845069289 0.0023513464451648939 -0.0034161872504550922 0.0032835422108569222 0.0008484350825518791 0.0026537180303225463 0.00064524258734204585 0.00077484640348199287 -0.0045382263811559864 -0.0029033711551257192 -0.0011509646577649176
leaf_weight=64.291785864159465 39.629583723843098 234.83410016447306 9.9143913239240664 0.87282483279704948 50.210790770128369 7.3947865664958945 14.464153721928595 9.5588526055216771 5.2264280542731276 6.84162963181734 2.6896135881543186 5.2131908982992154 6.8212377578020096 3.8956234008073789 6.045645859092474 6.1501759290695244 11.911094330251215 66.473671833053231 5.0222405847161991 11.407862251624463 5.8584950268268576 7.8463407307863235 7.3099682033062008 6.4497140347957629 5.7246751710772505 2.2673872634768486 4.965874619781971 5.2927243169397116 9.1280143461190146 36.073105545248836
leaf_count=558 479 926 61 2 173 30 75 23 26 21 9 22 19 16 60 24 32 926 47 122 17 73 19 23 16 13 18 64 324 415
internal_value=0.000189064 0.000512566 -0.000296446 -7.5866e-05 0.00075641 -0.000680195 0.000815135 0.000901209 0.000818431 0.000893885 0.000830804 -0.000430792 0.000868018 -0.00166827 -0.00268891 -0.000434526 -0.00030513 -5.28049e-05 0.000777939 -0.00123667 -0.000413158 -0.00157029 0.000223001 0.000817537 -9.59096e-05 -0.00121946 -0.0013868 -0.00298363 -0.00233235 -0.000378546
internal_weight=659.786 395.955 263.831 224.201 67.52 17.3092 295.59 281.126 271.567 266.341 259.499 24.6653 12.0344 12.6309 9.94127 156.681 146.68 115.417 48.9437 31.2629 19.855 13.9965 37.0326 27.0445 19.7345 14.0098 9.98812 7.56011 10.0008 100.365
internal_count=4633 2170 2463 1984 264 91 1197 1122 1099 1073 1052 126 41 85 76 1720 1394 1158 232 236 114 97 200 135 116 100 65 77 326 973
is_linear=0
shrinkage=0.0033216


Tree=239
num_leaves=31
num_cat=0
split_feature=0 2 2 1 2 0 1 1 0 0 0 1 2 1 1 2 0 2 0 1 1 0 2 2 2 0 2 2 1 1
split_gain=1.41374 4.22802 2.84667 5.04029 3.29003 3.22885 3.62432 3.61254 8.65732 2.54386 2.35681 2.06356 1.98007 4.28996 3.93806 3.22377 2.33905 3.69372 2.76531 5.13347 4.44614 2.4426 3.48012 2.89012 5.09122 2.60851 3.49143 2.7495 2.53078 2.39285
threshold=0.57212358910000016 40.574766824850009 40.858951393400005 0.44922307715000004 41.772405911750006 0.62071494865000021 0.48814406755000012 0.48616807880000007 0.61400856260000014 0.59336546810000013 0.56974342085000018 0.43837010870000009 42.154118731400011 0.45218706025000005 0.44844465735000011 42.027798546600003 0.55788748840000013 42.580420142950011 0.55348642255000013 0.42111014640000005 0.4172030777500001 0.52507409960000018 43.61821939175001 44.202975721700007 47.74983977685001 0.52366695610000014 42.431220712750012 42.243697547450004 0.40272746325000003 0.34614233110000009
decision_type=2 2 2 2 2 2 2 2 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 11 -3 9 -5 7 -7 -6 -9 -4 12 -2 15 14 16 -1 18 -18 19 20 21 25 28 -24 -25 26 27 -14 -23 -29
right_child=1 2 3 4 5 6 -8 8 -10 -11 -12 -13 13 -15 -16 -17 17 -19 -20 -21 -22 22 23 24 -26 -27 -28 29 -30 -31
leaf_value=0.0011872285228724348 0.01649330620969687 0.019215298961119971 -0.030253271328596083 -0.027021828613275487 0.014152756641738951 -0.034963259687938765 -0.00099515971934925705 -0.027537053127249456 0.02291424920240839 0.0053611405867193176 0.013466371777306264 -0.020540068472057492 0.0015312491520765917 -0.027921340498788985 0.024771558691569669 0.013054476003259579 0.0088912582868948733 -0.03055326912886585 0.01779419135096284 -0.023479849813414989 0.020909529836329349 -0.032305221704768967 0.0095273368119211874 -0.028776595560171196 0.006332270574029554 0.022361262195384937 0.00064368468624065561 -0.036375207964653697 -0.0039961416936815045 -0.0056112331938499484
leaf_weight=317.37416542810388 0.92610924690961738 3.8778457934968165 4.6845971941947928 2.1619822587817898 16.555629670619968 2.1374840810894957 9.7701206242199969 4.3330059368163338 3.3806997518986464 1.4715359751135109 8.0632879976183158 9.0442246202146617 3.806386746466158 3.3512674514204255 3.265922598540782 13.317071664612739 2.0791619569063178 3.6568300146609545 4.2999334782361975 5.6736866030842057 5.1880923956632605 4.6661686114966896 6.8386272639036205 4.4889178220182639 4.7425353834405541 2.8412061370909205 111.07437150226906 3.5731975454837084 2.8340747356414795 2.3335410375148058
leaf_count=1854 15 30 69 87 73 21 249 130 21 14 32 485 21 79 10 56 8 51 21 119 15 62 43 113 35 11 844 40 14 11
internal_value=0.000396259 -0.00308925 -0.000201404 -0.00189361 0.00129317 0.00298531 -0.00709263 0.00793 -0.00542567 -0.0217402 0.000792303 -0.0171002 0.000590099 -0.00144467 -0.000926876 0.00166513 -0.00142617 -0.0162556 -0.000902264 -0.00141089 -0.000589215 -0.00134695 -0.00831799 -0.00211516 -0.0107399 -1.78882e-05 -0.000544298 -0.0141295 -0.0216082 -0.0242215
internal_weight=571.812 58.3432 48.3729 44.4951 38.3389 36.1769 11.9076 24.2693 7.71371 6.15613 513.468 9.97033 505.405 174.714 171.363 330.691 168.097 5.73599 162.361 158.061 152.387 147.199 23.5703 16.0701 9.23145 123.629 120.787 9.71313 7.50024 5.90674
internal_count=4633 1194 694 664 581 494 270 224 151 83 3439 500 3407 1497 1418 1910 1408 59 1349 1328 1209 1194 267 191 148 927 916 72 76 51
is_linear=0
shrinkage=0.0236291


Tree=240
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 0 1 1 1 2 0 0 1 0 2 2 0 0 1 1 0 0 0 2 1 2 2 0 0
split_gain=6.51733 6.74856 5.87677 4.15992 3.47137 4.64577 6.28056 3.45122 3.08784 3.35598 3.60345 3.0066 3.04211 3.01208 3.27898 3.19506 3.99877 4.6281 2.98504 5.07541 7.45018 3.80921 4.16479 3.15575 4.54661 8.00527 9.89122 4.39544 3.57663 5.26434
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.50634711535000021 37.232443001650005 35.119813570500007 0.54413041525000005 0.46280051495000007 0.30560462260000004 0.3447651268000001 40.408647214050006 0.54504356155000011 0.54353163080000011 0.43584024430000007 0.55980359870000018 41.362929270750008 40.806664626150003 0.55131582885000008 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.5206281249000001 0.50730517050000012 0.50291907430000016 38.621016321050007 0.35585760905000008 43.321682097200004 37.041406607950009 0.47938684470000009 0.47787491390000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 4 5 6 -4 -7 -1 -10 -11 12 -6 15 -15 16 17 -13 19 20 21 22 23 24 27 28 -27 -3 29 -26
right_child=2 18 3 -5 11 7 -8 -9 9 10 -12 13 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.0039608791256397075 -0.0016661214632937185 0.0009905496627403928 0.0046589520281211808 -0.0023783371376048051 0.00041666891171992805 -0.0051340192723077415 -0.0018792195277671524 0.0011646094228124338 0.00029064374120238564 -0.0046431554255745595 -0.00074567154456518315 0.00094765588365779304 0.0023868757317449373 0.0019328006813456177 -7.1834947473338844e-05 -0.0028001371883992036 0.002350177068701415 -0.0035639453489480794 -0.00089314169027259372 0.0035555630379983084 -0.0037026084674723846 0.0036382144014212893 -0.00058507341292043772 0.0024276152685270606 0.0013337521326406399 -0.0048676210272012655 0.0016663610626896368 0.0040228494921526461 0.0011318763029731201 -0.0012966549698413998
leaf_weight=3.210248331539332 37.244817622937262 16.482429429888729 2.9654363468289393 10.262445998378096 44.214120205491781 5.7596884472295633 6.6108939205296338 1.5351944938302038 61.512612573802471 3.6784232812933615 32.587799847126007 6.0826644301414543 14.501259688287972 13.103882327675818 85.886700732633471 10.653397204354404 5.7492029741406432 6.6119940131902695 14.436806771904228 9.3211462497711164 5.1275095716118804 6.6107967197895041 28.184880290180445 18.187054559588432 19.211021088063717 7.8804837018251401 5.4681823179125786 11.177821680903433 124.86000572144985 23.655264940112829
leaf_count=137 479 60 7 554 180 75 161 34 421 83 332 24 47 45 652 122 17 66 75 23 26 21 140 66 68 48 20 30 498 122
internal_value=0.000171603 0.000472636 -0.000297708 -5.94776e-05 5.73616e-05 -0.0015642 0.000145411 -0.00380848 -0.000358617 -0.000240349 -0.00114099 0.000203814 0.000903262 -0.000116813 0.000193529 -0.00117261 -0.000232536 -0.0014022 0.00076151 0.000848008 0.000753431 0.000840732 0.000768239 0.000936327 0.000806391 0.000591075 -0.00219102 0.00221594 0.000812491 -0.000117808
internal_weight=642.774 391.592 251.182 213.937 203.674 16.8712 9.57633 7.29488 100.989 97.7788 36.2662 186.803 58.7154 128.088 98.9906 29.0973 18.4439 12.6947 290.603 276.167 266.845 261.718 255.107 226.922 208.735 181.075 13.3487 27.6603 167.726 42.8663
internal_count=4633 2170 2463 1984 1430 277 168 109 973 836 415 1153 227 926 697 229 107 90 1197 1122 1099 1073 1052 912 846 756 68 90 688 190
is_linear=0
shrinkage=0.00373278


Tree=241
num_leaves=31
num_cat=0
split_feature=0 2 2 0 0 2 1 0 1 0 0 2 1 0 1 1 2 2 2 2 2 0 2 0 0 1 0 2 2 2
split_gain=6.74064 7.70975 7.51876 7.8084 5.57848 3.81038 6.72663 4.85592 4.8501 6.96851 6.28862 3.91244 3.40605 3.397 6.03677 3.68162 3.83255 5.95709 5.79616 3.78036 3.47253 3.36065 3.32642 3.27185 4.93466 4.85835 4.30068 3.4607 3.16227 5.24747
threshold=0.57212358910000016 40.574766824850009 42.783136484500005 0.55788748840000013 0.41973294215000007 40.858951393400005 0.44922307715000004 0.62071494865000021 0.46112391845000006 0.60710757165000018 0.58035687555000015 42.620627117000005 0.48814406755000012 0.54191491270000014 0.42111014640000005 0.41347564445000012 48.823707093150006 45.205561619650005 48.96897326980001 48.109449608500007 42.982930821650008 0.56974342085000018 41.772405911750006 0.52676566570000005 0.47774018740000007 0.34521421515000011 0.53312775065000018 43.968221017800005 42.684965421050009 42.620627117000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -1 -3 -7 8 -8 10 -10 22 -9 14 15 16 17 20 -18 -19 -4 28 -12 24 25 27 -25 -22 29 -6
right_child=1 5 3 -5 21 6 7 12 9 -11 11 -13 -14 -15 -16 -17 18 19 -20 -21 23 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.0027078307804355118 -0.0031656478955402745 0.0030767662863255916 -0.0023790975453151977 -0.0037190764001006653 0.00053098788807282677 -0.0037172438094756383 0.0032604475396321528 -0.0055224105295719507 0.0020610343930415878 0.0026498139507865493 -0.0044218708108721113 -0.0049081202226695132 -0.00092293157412131743 0.0017065083832400341 -0.0046623225018659802 0.0026380592980121582 0.0036472966088318521 -0.0038683149154085704 -0.00052353531397026341 -0.00033526594690933025 -0.0017115598345400931 0.0027754305511044478 0.0019549759133150771 -0.0043404744682201757 0.0011398060076192196 -0.0036487471182658285 0.00041575641896914267 0.0023119446533393564 0.0020585550595800541 -0.0032042529150316692
leaf_weight=6.9492110419087103 15.449930453673003 4.2536370418965808 8.8801147472113353 9.0238814447075111 394.95164812449366 7.6010005846619597 8.0563246160745603 2.599643610417842 4.7025964558124569 8.4738926226273161 1.7686619684100131 6.2125700749456882 12.706572855357079 11.450709605589507 4.2567491224035612 5.7303452426567665 7.4507870674133327 11.238059211522343 11.149374468252061 6.3552158474922171 5.8051443649455923 9.302948519587515 2.8851818740367889 4.8672602511942369 38.659725507721305 6.7060402613133183 5.3486690670251846 5.6586124254390597 17.844108451157808 5.1066164448857299
leaf_count=268 500 30 70 117 1853 83 28 22 24 63 27 83 293 65 105 25 17 168 66 28 95 28 41 98 157 81 22 38 101 37
internal_value=0.00017249 -0.000862249 0.00030653 -0.000422923 0.000546089 -0.000261721 -0.000519886 -7.22059e-06 0.000801929 -2.18743e-05 -0.00147602 -0.00300673 -0.00170412 -0.000200216 -0.000379022 -0.000224308 -0.000370602 -0.000672481 0.0011472 -0.00259207 -0.000227679 0.00059902 -0.000468502 5.72748e-05 0.000400188 -0.00117349 -0.00185029 0.000274478 0.000550571 0.000483309
internal_weight=651.445 74.71 576.735 142.581 434.155 59.2601 55.0064 47.4054 32.0992 24.0429 15.569 10.8664 15.3062 133.557 122.106 117.849 112.119 93.5188 18.6002 17.5933 75.9256 427.205 4.65384 67.0455 56.8295 18.1698 10.2159 11.4638 417.902 400.058
internal_count=4633 1194 3439 1152 2287 694 664 581 266 238 175 151 315 1035 970 865 840 757 83 196 561 2019 68 491 371 214 120 133 1991 1890
is_linear=0
shrinkage=0.00366117


Tree=242
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 2 1 0 2 0 1 0 2 2 2 2 2 2 1 0 0 1 0 1 2 1 1 2 1
split_gain=10.0214 10.0231 6.781 6.71011 7.21437 5.10574 5.49291 4.82809 4.37559 3.95914 4.63014 3.70324 3.90716 3.79639 3.63564 3.58587 7.45913 3.25883 5.50671 3.79027 8.00469 5.2488 3.15903 9.18081 3.15648 4.45332 3.08571 2.78517 2.61206 2.70639
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.4529056016000001 44.749265482150008 38.238138001450004 49.064150740050003 0.40651477500000005 0.5641597557000001 44.578137159850009 0.51017933595000009 0.3447651268000001 0.47396784530000008 40.408647214050006 33.361153777850006 44.202975721700007 43.968221017800005 46.095286511800005 47.74983977685001 0.48616807880000007 0.61400856260000014 0.62071494865000021 0.4172030777500001 0.53998383280000006 0.42111014640000005 40.858951393400005 0.40272746325000003 0.30560462260000004 42.654057868200006 0.39431454150000006
decision_type=2 2 2 2 2 2 2 2 2 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 15 5 8 7 22 -4 -5 -3 -11 12 27 -13 -9 16 28 -6 -19 -20 -21 -22 23 -7 25 -24 -25 -1 29 -2
right_child=2 9 3 4 17 6 -8 14 -10 10 -12 13 -14 -15 -16 -17 -18 18 19 20 21 -23 24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.003410857706639753 -0.0025880433141470391 0.00090393191753841164 0.0010731322708731374 0.00052574659312694372 0.0028070456572618818 0.00084288388081747777 -0.0025056306732108491 0.0011360422095573251 -0.0020946585859885009 0.00064551869886028841 -0.0030610011858708116 -0.0040848002106173027 0.0018597305389452504 -0.00080138747598598693 -0.0030524353434951699 -0.0035678419818478179 0.0033637147258947404 -0.004493257820265684 0.0020668406667706685 -0.0039898794665073987 0.003687646466411963 -0.00083450845043765731 0.0005595373178386504 -0.00079046073818025129 0.00059592032595847798 0.0031758187709243538 -0.004833076917705805 -7.6918044451288175e-05 -0.0038462811516029871 -0.00035914005829527825
leaf_weight=2.7538063814863554 9.0335129983723217 276.46544262766838 6.6856261678040054 8.0015138871967775 4.7202780470252028 21.814135633409027 5.9401448983699074 2.6666932497173539 39.304406294599175 8.9240114539861661 5.8021550290286532 4.1241697855293742 11.066476449370382 33.643382046371698 11.425055321305988 7.3184156185016027 3.5355192199349394 2.6838078415021327 8.9033636897802371 4.9267730917781618 4.4228796288371068 6.7864015717059374 13.387912027537824 3.3380499780178052 72.928021274507046 13.767594516277311 4.8057844154536724 51.556867502629757 4.5725307092070571 15.324962239712475
leaf_count=137 91 1103 30 38 15 85 77 28 873 35 59 83 37 332 128 185 11 43 32 68 14 86 49 22 312 39 45 384 68 124
internal_value=0.000180029 0.00051053 -0.000291674 -8.41369e-05 -0.000846906 0.000303913 0.000531773 -0.00118736 -0.00165143 0.000817009 -0.000814862 -0.000354702 0.000110469 -0.00115993 -0.00225982 -0.00152542 -0.00106503 0.000326176 -9.62273e-05 0.000375061 -0.000558409 0.000949812 0.000670518 -0.000249634 0.000945947 0.00188597 -0.00317606 -0.000245964 -0.00160624 -0.00118574
internal_weight=670.63 394.336 276.293 236.508 79.7494 156.759 135.982 20.7774 47.3059 291.192 14.7262 103.145 65.3772 37.7676 14.0917 39.7849 32.4665 32.4435 27.7232 25.0394 16.1361 11.2093 130.041 29.958 100.084 27.1555 8.14383 54.3107 28.931 24.3585
internal_count=4633 2170 2463 1984 1169 815 629 186 911 1197 94 973 558 415 156 479 294 258 243 200 168 100 552 152 400 88 67 521 283 215
is_linear=0
shrinkage=0.00322997


Tree=243
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 1 2 0 0 1 1 2 1 2 1 1 0 0 0 2 2 0 2 2 0 1 1 1 1
split_gain=1.6024 3.41706 7.01629 4.94285 2.1922 7.97371 5.90151 3.46087 2.43594 2.10345 5.57033 3.22361 5.65804 3.9702 3.91483 2.14373 4.53427 2.18671 1.99312 1.86021 1.89302 5.87795 4.97174 4.0826 3.26558 6.73962 2.49921 2.30733 2.08451 1.87304
threshold=0.5485614203000001 0.43540612555000008 0.55348642255000013 0.55980359870000018 41.489621506400006 40.806664626150003 0.40437412050000004 49.960114208400007 0.5641597557000001 0.5380527529500001 0.39563186730000005 0.39814676205000005 38.804629908750009 0.42473279245000012 36.772607578000013 0.39431454150000006 0.39170982905000007 0.47721625100000004 0.5296248615500001 0.68131193680000013 40.574766824850009 39.476991512000005 0.57161462230000015 40.890797847750008 41.772405911750006 0.5619592227500001 0.46280051495000007 0.49146732130000009 0.49284452560000008 0.43837010870000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 -3 -4 5 6 -2 -6 -8 10 15 14 -13 -14 -12 16 17 -1 -18 20 21 22 26 -22 25 -25 -5 -24 -29 -23
right_child=1 2 3 19 7 -7 8 -9 -10 -11 11 12 13 -15 -16 -17 18 -19 -20 -21 23 29 27 24 -26 -27 -28 28 -30 -31
leaf_value=-0.0015325522896077915 0.018300899192881543 -0.054489019951433876 0.014139766427947672 0.0014675127086488085 -0.025534675586121866 0.019074405420606125 -0.026221561686439632 0.0083849277042526028 0.00051655135024491778 0.0046016482579710185 0.012383931144091127 -0.027994784089463778 0.0046452768284461418 -0.023576266491852339 -0.02355757053358801 0.01378738816848538 -0.0246361475284579 0.0022011409654539172 0.0044495589385489323 -0.022609881128634469 0.014275675679543368 0.00070555736082302185 -0.022309060635126679 0.023772502711411746 0.0009593787850708126 -0.026220465155066815 0.021127192202886964 0.02577478421470103 -0.020941612410745412 -0.027837789124633326
leaf_weight=89.161885376088321 1.9865298420190836 0.99195312336087127 10.08256711065769 8.3842620588839107 5.7718787882477036 4.3666215091943732 7.1932640764862281 1.6319658691063521 1.8021302707493303 58.736255181021988 1.5247827172279382 3.3782092891633537 16.088809002190832 2.4262727962341151 8.0422047153115255 5.5924608875066033 4.1460832268930963 259.24218796752393 1.3117171283811329 1.6590690654702474 8.7602338218130154 1.1969832926988591 4.5165808782912782 1.4844359755516041 49.82077747490257 4.9228832982480526 4.0588235147297373 0.95763193257153012 0.69872780656442046 5.1814539956394583
leaf_count=973 6 8 38 45 80 11 90 28 24 232 11 40 100 103 174 20 81 1212 9 179 50 5 193 3 568 100 14 6 129 101
internal_value=0.000399449 -0.00165559 -5.82534e-05 0.000472521 -0.0088668 -0.00443311 -0.0137801 -0.0180581 -0.0208649 0.000972879 0.000427644 -0.00787055 -0.00351878 0.00094704 -0.0178292 0.00115392 0.00095426 0.00124563 -0.0176457 -0.00103117 -0.000633308 -0.00544323 0.00039456 0.00121658 -0.000817999 -0.0146382 0.00788032 -0.0146948 0.00606769 -0.0224813
internal_weight=575.12 125.469 102.716 101.724 22.7524 15.3485 10.9819 7.40384 8.99539 449.651 390.915 31.4603 21.8933 18.5151 9.56699 359.454 353.862 348.404 5.4578 91.6419 89.9828 24.9945 18.616 64.9883 56.2281 6.40732 12.4431 6.17294 1.65636 6.37844
internal_count=4633 1678 1439 1431 239 131 120 108 114 2955 2723 428 243 203 185 2295 2275 2185 90 1393 1214 493 387 721 671 103 59 328 135 106
is_linear=0
shrinkage=0.0205657


Tree=244
num_leaves=31
num_cat=0
split_feature=2 0 1 2 0 0 1 0 2 2 0 0 2 2 1 0 1 1 1 0 1 1 0 2 1 0 0 2 1 2
split_gain=1.44851 1.47174 1.22025 2.98314 1.1469 1.96781 1.02434 1.89753 2.71954 2.14879 0.957246 1.41661 2.89971 2.97001 2.39071 4.05813 1.33009 5.36432 1.28171 2.79534 3.20055 3.40721 3.48394 2.96585 2.98276 2.66118 3.88641 2.0781 2.04599 3.93429
threshold=51.757767929250001 0.61400856260000014 0.4995808509000001 48.109449608500007 0.39587138110000003 0.3733870243500001 0.49585341755000006 0.62376874945000005 45.711398460000005 40.722669576350008 0.39614083410000006 0.42615490555000007 49.064150740050003 35.771221912400001 0.31118828780000007 0.41160444300000004 0.32467590790000006 0.3298553935500001 0.3584174126500001 0.49588335680000006 0.35696536035000009 0.34900152690000003 0.48032993025000009 37.995872310650007 0.34269932035000011 0.47880302985000006 0.47847369840000004 42.686561923500008 0.34587287805000005 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=2 -2 4 -4 5 -1 7 10 9 -9 -6 12 13 -12 -15 -16 -13 -18 19 20 21 23 -23 -19 -25 26 28 -21 29 -26
right_child=1 -3 3 -5 6 -7 -8 8 -10 -11 11 16 -14 14 15 -17 17 18 -20 27 -22 22 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0087578533405593805 -0.029274711624602621 0.0024850404992993089 -0.023496955593454598 0.0071727904059681038 0.013446111957695239 -0.03097583325121079 0.015148517848635041 -0.031222715077021297 -0.043002683499564515 0.016909844129056464 0.013915812815515441 0.011716613704238456 0.012937101372732362 -0.040100689616808592 0.011081649707299898 -0.032661251066419539 -0.033119811343186568 0.018706752388371824 -2.7669927993376603e-05 0.025814108708807383 0.022027837835030522 0.0042415289434365438 -0.033017562183015541 -0.021147562650733268 -0.0015470305920632142 0.0046550528892982633 -0.024207267167822448 0.0033271567096014266 -0.017787915477185914 0.021265147833100378
leaf_weight=1.6322954110801213 2.4740906399674705 1.9884848659858105 5.106796626467256 4.5145425694063306 4.5756043568253508 2.2261313260532916 3.7713312306441358 1.0962153857108199 1.8113654255867002 1.9427905566990373 2.3141542982775709 8.7128801420330984 4.0232975408434859 3.217172699980436 3.1654868200421333 3.2453220817260444 3.4811838623136273 7.7900500111281863 301.55951316095889 6.6955671124160272 5.8330525280907741 3.3953541265800586 4.2945119366049767 4.3336942084133616 48.576054371893406 105.02978296205401 5.6460891272872678 5.7905679605901241 4.6842804457992306 6.4734937846660605
leaf_count=18 136 24 528 64 18 170 29 43 16 11 39 32 17 56 13 145 52 37 2169 34 33 24 25 27 272 473 42 28 34 24
internal_value=0.00047613 -0.0151228 0.00059935 -0.00910604 0.000767504 -0.0141666 0.000871994 0.000773687 -0.0163427 -0.000452298 0.000926626 0.000820201 -0.00724535 -0.0140448 -0.0207653 -0.0110622 0.00106675 0.000886074 0.00111815 0.00277504 0.00197192 0.00135692 -0.0165663 0.002112 0.0013722 0.0019449 -0.00240883 0.0153856 -0.000348419 0.00113554
internal_weight=569.401 4.46258 564.939 9.62134 555.317 3.85843 551.459 547.687 4.85037 3.03901 542.837 538.262 15.9654 11.9421 9.62798 6.41081 522.296 513.583 510.102 208.542 196.056 190.223 7.68987 182.533 174.743 170.41 65.3799 12.4861 59.7338 55.0495
internal_count=4633 160 4473 592 3881 188 3693 3664 70 54 3594 3576 270 253 214 158 3306 3274 3222 1053 991 958 49 909 872 845 372 62 330 296
is_linear=0
shrinkage=0.0274876


Tree=245
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 1 1 2 2 1 1 1 2 2 2 1 0 0 1 2 1 2 2 2 2 0 1 0 0 2
split_gain=1.419 2.47906 3.7397 3.34854 3.89801 2.90418 3.47872 2.1348 4.90149 2.37895 3.59484 4.27691 3.40439 2.17261 4.13654 2.10213 2.05504 2.12825 2.62865 4.72654 1.81906 2.06103 3.43866 1.65393 8.4325 3.63791 3.11379 3.73197 4.92904 3.11052
threshold=49.247968080500009 0.39672464895000009 0.47648274005000008 0.55688452445000014 0.58035687555000015 0.4995808509000001 0.50491003265000012 47.74983977685001 45.700098835450007 0.46551001470000003 0.46280051495000007 0.46097422230000007 44.749265482150008 42.527280425250005 42.498713093000006 0.41808628485000005 0.43572048740000008 0.4413939702500001 0.33894194785000004 37.572218886150004 0.32737043805000005 41.559097512700014 44.952171034750002 40.300545846000013 40.467253020850002 0.55131582885000008 0.43540612555000008 0.56065686655000013 0.56345618395000019 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=7 -2 -3 -4 -5 -6 -7 8 9 10 11 16 13 14 -11 -10 20 -18 19 -19 21 -1 -23 25 -25 29 -27 -28 -29 -20
right_child=1 2 3 4 5 6 -8 -9 15 12 -12 -13 -14 -15 -16 -17 17 18 23 -21 -22 22 -24 24 -26 26 27 28 -30 -31
leaf_value=0.0038812613859939759 -0.030724323721609749 0.019289966952983097 -0.030211055989154034 0.013248145682217159 -0.028066893785397215 0.018642578265223027 -0.025862378547569179 0.006538477187505303 -0.021262148693267736 -0.010095543087533101 0.021941494463334606 -0.026678787721459839 0.018739718892208247 -0.027431829410128353 0.046346481905350269 -0.0033656967901445067 0.017089215137834519 0.012680953299069561 0.0019488719694921849 -0.031874118622171599 -0.026159019251012879 -0.028305480417441731 0.015317459152971651 0.019817273689692456 0.0013909665800698309 -0.022060987179298216 0.017224014274042406 -0.046582909973821085 -0.0041234671363370992 -0.0096560982366423621
leaf_weight=7.1306819831952435 1.9211171418428445 3.3319866657257107 2.9244285323657087 5.0183374406769854 3.6466656411066651 2.3489739522337918 1.5870943395420907 30.700913991779089 7.8330636955797655 12.088362758047882 4.3529906347393981 3.0479233283549538 2.3313003582879892 3.5154175339266649 0.74329798575490791 6.457343737129122 4.4949227310717097 2.0673899352550498 129.25573553144932 3.3885174840688705 2.4071831665933123 3.4087818139232695 1.3645849376916883 14.099919475615023 267.35003311000764 6.8885665759444263 3.6614190153777626 1.6669453494250763 12.768124632537363 13.783753378316758
leaf_count=114 18 11 100 49 73 8 71 147 155 568 15 81 9 146 2 64 22 9 637 50 169 145 19 48 1546 99 13 13 158 74
internal_value=0.0003627 -0.00559341 -0.00303318 -0.00782404 -0.00262851 -0.0131359 0.00069737 0.000589862 0.000234628 0.000618038 0.000933706 0.000741907 -0.00751327 -0.0112573 -0.00682603 -0.0131754 0.000918326 0.00118827 0.00103117 -0.014991 -0.00774767 -0.00402461 -0.0158348 0.00122565 0.00231408 -0.000597524 -0.00877342 -0.0037154 -0.00902663 0.000830579
internal_weight=565.586 20.7786 18.8575 15.5255 12.6011 7.58273 3.93607 544.807 514.106 499.816 481.137 476.784 18.6784 16.3471 12.8317 14.2904 473.737 459.425 454.93 5.45591 14.3112 11.904 4.77337 449.474 281.45 168.025 24.9851 18.0965 14.4351 143.039
internal_count=4633 330 312 301 201 152 79 4303 4156 3937 3212 3197 725 716 570 219 3116 2669 2647 59 447 278 164 2588 1594 994 283 184 171 711
is_linear=0
shrinkage=0.0232224


Tree=246
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 1 2 2 1 1 2 0 0 0 1 2 2 1 1 0 2 2 2 2 1 1 2 2 1 0
split_gain=1.21221 2.18952 3.08657 3.01509 2.18216 2.73388 1.75435 3.15676 2.77464 2.1555 2.75954 1.67085 1.84308 4.237 1.69962 1.77463 3.05419 1.61821 1.47325 2.47953 1.43744 1.43354 4.02467 1.3177 1.27281 1.72561 1.49021 1.14171 1.13 3.89983
threshold=49.247968080500009 0.39672464895000009 0.47648274005000008 49.960114208400007 50.189067467950004 0.48522499325000007 47.927946529500012 45.700098835450007 0.37447980600000008 0.49284452560000008 45.044778924400006 0.43572048740000008 0.4413939702500001 0.4560492201000001 0.32737043805000005 41.559097512700014 44.952171034750002 0.32168198560000011 0.48616807880000007 0.66718062335000017 52.834037000700008 35.771221912400001 41.243661560350013 48.109449608500007 0.40437412050000004 0.48522499325000007 48.823707093150006 47.74983977685001 0.39078171310000004 0.5380527529500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 7 9 -9 11 -11 14 -13 -14 15 17 -17 21 -7 20 -20 -1 -23 -8 26 -26 -25 -10 -15 -30
right_child=1 2 3 4 5 18 23 8 27 10 -12 12 13 28 -16 16 -18 -19 19 -21 -22 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.013297991278091921 -0.029598812064029444 0.017105039515888966 -0.028881958385185782 0.018849476284155002 -0.025928882327692818 0.017762292699970792 0.01751400369290269 -0.027236930612544515 -0.0078513922694140592 -0.02414605682741602 0.02945869246140477 0.015904069333334422 -0.028156986533098775 0.0018399359954843822 -0.025853855627070911 -0.027643658949810395 0.013277835950704702 0.026168799608664382 -0.0273663351920874 0.027276751446794669 -3.0812980123052301e-05 -0.033446692732830109 0.014939087885356658 -0.0016740275023510241 -0.017563603500944144 0.0063095849806411308 0.012586060543299948 0.0098925051164787114 -0.0067018464909592255 0.0013579797060242625
leaf_weight=2.1095369914546591 1.7889610454440141 3.3566423058509853 2.81104209460318 2.1247054431587449 2.8572993034031224 1.9661147892475126 4.5551286116242435 3.710021952167156 10.565604015253482 3.4477504529058924 0.59944831952452649 4.3255001045763484 2.6748663466423741 290.0815568016842 2.1878485546912989 3.1334455292671919 1.404557069763541 1.3530266368761656 2.0358119374141097 0.97574841510504473 2.0559396063908935 1.9325778544880452 1.7345501426607368 6.1849865764379564 2.9950810968875876 3.4814143031835556 10.532946433871983 2.3587075993418685 41.358218403533101 139.92153678182513
leaf_count=29 18 11 50 14 123 6 20 97 126 515 2 22 46 1428 169 145 19 12 51 25 32 64 9 29 24 23 35 12 466 1011
internal_value=0.000321672 -0.00525725 -0.00286241 -0.00738288 -0.0023532 -0.00690782 0.000527765 0.000222228 -0.00965899 0.000553437 -0.0162064 0.000691243 0.000919895 0.000783167 -0.00720295 -0.00370566 -0.014978 0.00346915 0.000819194 -0.00575448 -0.0136313 -0.00184763 -0.0105602 0.00617505 0.0039482 -0.00473067 0.00731038 -0.0046131 0.000947396 -0.000480836
internal_weight=560.621 19.9723 18.1833 14.8267 12.0156 9.89091 540.648 512.899 16.6343 496.264 4.0472 492.217 478.362 474.036 13.8555 11.6677 4.538 7.12969 7.03361 5.0675 4.09175 5.77666 3.66713 27.7496 23.1944 6.4765 16.7179 12.9243 471.361 181.28
internal_count=4633 330 312 301 251 237 4303 4172 235 3937 517 3420 2973 2951 447 278 164 114 114 108 83 102 73 131 111 47 64 138 2905 1477
is_linear=0
shrinkage=0.0230596


Tree=247
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 2 0 1 1 2 0 2 0 1 1 2 0 1 2 2 1 2 1 1 2 1 2 1 0
split_gain=5.44915 6.70468 7.30384 6.34971 3.31332 2.8008 3.53411 3.47088 2.72102 4.67767 4.4192 3.86107 3.19195 3.12296 3.8423 7.08605 3.91279 3.88124 3.79719 2.88983 2.70815 2.67568 2.79537 3.13801 3.51541 2.6257 2.47277 2.4131 4.51092 5.38466
threshold=0.39078171310000004 0.5380527529500001 0.54504356155000011 0.47721625100000004 36.377496227400009 0.3447651268000001 40.408647214050006 0.47396784530000008 0.43540612555000008 0.4529056016000001 44.749265482150008 0.55980359870000018 42.081757894750005 0.56300709560000006 0.45107930900000009 0.43837010870000009 40.806664626150003 0.57161462230000015 0.44922307715000004 49.960114208400007 43.426369480700011 0.49284452560000008 43.521589032450009 0.45824975300000009 0.46551001470000003 37.817254840650008 0.42473279245000012 41.685324604100011 0.34524415440000006 0.51657136015000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 5 -2 7 -7 -1 12 11 21 -10 -4 -13 15 17 -17 -15 20 -14 -18 22 23 25 -25 -11 -6 -5 -29 -30
right_child=1 2 8 27 26 6 -8 -9 9 10 -12 13 19 14 -16 16 18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.00030302907576929385 -0.0054003284473621519 0.0014096512678055807 -0.00067459801000819641 0.0011064971660349361 -0.0010251145208502986 -0.0050304691380077234 -0.00085665195340515836 0.0022289601388277062 0.0028191568810159756 0.001038788042435324 0.00042888400042120288 -0.0032323273388427561 -0.0049341691907268219 -0.00021392065947839104 0.002964707604191332 -0.0054552014578997067 -0.00058906009549116128 0.0047767374410416109 0.002957334150541354 0.00076326771681252056 -0.0052787968489612013 -0.0042104204406018895 -0.0044563217369697943 0.0017783064580517681 -0.0014256668624477084 -0.0049287083431881163 -0.0046536312632443127 -0.0016763772733282124 0.00099208297300561296 -0.0022080829355397508
leaf_weight=50.488954644650221 3.2817852348089209 49.683024866506457 24.962272414937615 170.01137977838516 47.064814109355211 3.6182864480651906 30.916674122214317 10.430310260504482 12.049328472465275 1.6010531298816228 28.175703739747405 3.7614822983741751 6.0277328938245764 4.6027155593037623 8.3315555118024331 3.6196521045640138 6.2841204106807691 5.4159265980124474 3.2760348021984091 1.8601235672831533 2.861242163926363 5.5981440418399862 3.7634940072894087 9.2841759864240903 13.302226487081496 4.4480312131345272 3.2028847038745871 15.179532606154678 84.024942547082901 9.3272244557738286
leaf_count=521 33 173 173 662 434 83 332 37 35 20 258 19 75 24 25 68 38 20 9 28 39 513 73 58 190 55 103 73 392 70
internal_value=0.000198352 -0.000255246 8.26306e-05 0.000504542 -0.00151028 -0.000384869 -0.00129395 0.000130486 -0.000359188 -7.25093e-05 -0.000770287 0.000847253 -0.00137478 0.000224489 0.000602573 -0.000152626 -0.00179934 0.00248395 -0.000734 -0.00359059 -0.0020563 -0.0016595 -0.00121873 -0.000793223 -0.000108669 -0.00334925 -0.00125631 0.000809336 0.000343842 0.00067234
internal_weight=626.455 252.458 198.908 373.997 53.5495 95.4542 34.535 60.9193 149.225 116.375 66.1728 50.2021 32.8501 38.1527 34.3912 26.0597 16.041 10.0186 12.4214 7.88786 9.14536 37.9971 32.399 28.6355 22.5864 6.04908 50.2677 278.543 108.532 93.3522
internal_count=4633 2463 1893 2170 570 973 415 558 1720 1444 1167 277 276 242 223 198 154 44 86 103 77 909 396 323 248 75 537 1197 535 462
is_linear=0
shrinkage=0.00399587


Tree=248
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 2 2 2 2 1 1 2 2 2 2 2 0 0 2 1 2 0 2 2 2 0 0 0 1 1
split_gain=1.14795 3.00978 2.23731 5.33499 2.48076 2.93492 2.11241 1.95559 1.80302 1.79036 4.06128 2.46203 1.99277 2.37013 1.62186 3.32748 3.73169 1.41946 3.64945 3.18358 2.98657 2.22514 4.84196 1.59846 2.80103 2.29721 4.56864 2.62844 2.33919 1.95156
threshold=42.720329370750001 42.684965421050009 42.620627117000005 0.49588335680000006 0.57927906350000014 42.498713093000006 42.982930821650008 42.686561923500008 42.91168285345001 0.47447681205000009 0.47941678395000004 42.388109226950007 37.345948426100009 37.232443001650005 43.067541470150012 43.157831852650006 0.50386215985000016 0.56579144335000009 38.911218973650008 0.43643902880000007 40.986363433950011 0.56345618395000019 38.983591653800012 42.154118731400011 42.027798546600003 0.48271009850000007 0.47774018740000007 0.52468488970000016 0.34479506600000004 0.35027394390000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 9 8 -3 -2 11 -11 -6 13 -12 -8 16 -16 21 19 -19 -20 23 -23 24 -1 26 28 -27 -25 -26
right_child=6 7 3 -5 5 -7 14 -9 -10 10 12 -13 -14 -15 15 -17 -18 18 20 -21 -22 22 -24 25 29 27 -28 -29 -30 -31
leaf_value=0.0011936643961106483 -0.0055256092091392128 0.024872083110663211 -0.037110666384027123 0.0087406828299869069 -0.026650824909157451 0.034637134681176206 0.011054244488179828 0.0015759339862596883 -0.025708621924141997 0.024892837698508589 -0.024829829373624483 0.013106563504559436 -0.027337981292359329 0.0321508653136807 -0.037209615313478071 -0.00024528935492239192 -0.00028549243778042013 0.015676808211776371 0.017774687548377386 -0.031310872296939879 -0.0013800973256937374 0.0079124591793006873 -0.038897329294834609 0.014648171474595951 0.00012270333376908154 0.0082191552016621424 -0.035125040107060281 -0.01001820381653418 -0.014520692665834474 0.019552521385622138
leaf_weight=300.16165405255742 11.28005854366347 5.0018396973609907 2.9239678368903688 2.9679452562704682 5.7005344219505751 0.84701131936162788 6.7144980682060114 3.5944692641496658 3.3266957900486878 2.1110608032904565 0.79894824023358502 1.0744691118597982 2.957737660035491 0.90211260318756104 3.0674058680888256 130.86896950006485 3.2953619733452797 1.2791096754372149 13.206715517677369 2.4210480502806604 7.3561360836029044 2.6421941369771949 2.4925621524453163 2.9096619761548954 4.6745550041086963 11.131341859698297 3.6360977664589882 7.8016969338059416 3.5338839553296566 8.3781507574021798
leaf_count=1761 85 56 28 26 183 10 40 18 41 17 178 4 261 8 55 1382 29 13 52 49 37 18 27 27 26 41 37 60 34 30
internal_value=0.000342434 0.00102932 0.00072001 -0.0140139 0.000944899 -0.00886928 -0.00139265 0.015131 -0.0101223 -0.0115899 -0.00282758 -0.0203456 -0.0153887 0.00538837 -0.00050682 -0.00107248 -0.0180861 0.00132497 0.00695875 -0.0150677 0.0109223 0.000931455 -0.0148104 0.00116765 0.00166876 -0.00424228 -0.0135333 0.000704126 -0.00134914 0.0125941
internal_weight=559.058 400.505 391.909 5.89191 386.017 14.3919 158.553 8.59631 14.6068 13.5449 6.76986 6.775 4.6588 1.70106 143.946 137.232 6.36277 371.625 24.263 3.70016 20.5629 347.362 5.13476 342.227 313.214 29.0127 10.0796 18.933 6.44355 13.0527
internal_count=4633 3001 2927 54 2873 661 1632 74 126 651 464 187 447 186 1506 1466 84 2212 151 62 89 2061 45 2016 1817 199 98 101 61 56
is_linear=0
shrinkage=0.0240919


Tree=249
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 1 0 2 2 2 2 0 0 2 1 1 1 0 0 1 0 0 0 0 0 1 1 2 0 0
split_gain=5.839 7.28057 3.894 5.14622 4.80587 4.21112 4.16632 4.82955 4.42743 3.94784 4.81985 3.9269 5.02939 3.80137 3.70288 4.70928 8.17305 3.96804 4.54321 3.72761 3.6968 4.02073 4.15845 3.31101 3.28138 3.28002 2.97393 3.88418 3.57793 2.86938
threshold=0.52324780695000006 0.47721625100000004 0.39995808510000008 0.54504356155000011 0.3975479776000001 0.41917906650000009 0.52769378160000013 41.444941515100005 43.895345911700005 39.571921479100006 44.279556297950009 0.53312775065000018 0.53146612375000013 38.396531328800009 0.39078171310000004 0.39019789825000006 0.38906020780000011 0.5206281249000001 0.50730517050000012 0.34512439750000007 0.47757552170000012 0.47943175355000006 0.47847369840000004 0.48389269780000005 0.68131193680000013 0.40896979130000005 0.3447651268000001 40.408647214050006 0.47396784530000008 0.52507409960000018
decision_type=2 2 2 2 2 2 2 2 2 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 9 6 25 29 -8 -9 -4 -11 12 -12 -7 15 16 17 18 19 20 -3 22 -22 -23 -15 -5 28 -28 -1 -2
right_child=2 14 3 5 -6 13 7 8 -10 10 11 -13 -14 24 -16 -17 -18 -19 -20 -21 21 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00029975278670010011 -0.000655042028473828 0.0024817574253264123 -0.00081291156370418775 0.00092184443706049327 -0.0035585020274945499 -0.0018731815681986982 0.001900618744842493 -0.0045856280743024171 0.00016082997248015562 0.0018484202527152198 -0.0038949572191184227 -0.0053485017597751944 0.0032471380531805625 4.7253184298462216e-05 -0.0019281524271522168 0.0033320786412876979 -0.0037765005355678361 0.0035715525521427577 -0.00062848487122312458 0.0011086408601784046 -0.00049262191510420015 0.0010890300664082142 -0.0049845496982304392 -0.0020855233443652786 -0.0040525551858314988 -0.0047903754537999216 -0.00453137724450606 -0.00078999563657815991 0.0019852780297886343 -0.0035265932307938196
leaf_weight=52.017798135988414 9.9833150729537028 6.0123710930347434 14.112352237105368 1.7744347695261229 8.6823049746453744 16.523946409812197 12.353048674762251 3.6350253876298657 8.1790800150483829 39.171760480850935 2.1115116588771334 2.1682806685566902 3.1404248774051666 116.00455113919452 6.4998358404263845 9.1273142099380475 5.0822561085224143 6.4758531004190436 27.888064181432128 190.12351733073592 6.3734922111034376 16.875204309821132 4.5043074227869511 5.6044678315520278 2.5549880769103757 4.6885334951803088 3.9953411365859202 32.116886876523495 10.555626954883335 8.0486026853322965
leaf_count=521 58 17 70 22 101 444 48 45 65 123 79 19 8 1054 95 23 26 21 140 753 27 57 32 26 107 55 88 334 37 138
internal_value=0.000172756 0.00045133 -0.000249016 -2.63989e-05 -0.0011339 -0.000400215 -0.000635053 0.0003362 -0.00129958 0.000845242 0.00134748 -0.00129698 0.000375699 -0.000265206 0.000741782 0.000804192 0.0007184 0.000804978 0.000735369 0.000901105 -0.00010112 -0.000566659 -0.00235265 0.000297574 -4.10987e-05 -0.00322206 -0.000386208 -0.00120393 8.57133e-05 -0.00193677
internal_weight=636.384 383.252 253.132 202.251 50.8814 141.546 42.1991 24.1672 11.8141 60.7043 46.592 7.42022 5.25194 135.083 284.567 278.067 268.94 263.857 257.381 229.493 39.3698 33.3575 10.8778 22.4797 118.56 6.46297 98.6857 36.1122 62.5734 18.0319
internal_count=4633 2197 2436 1981 455 1682 354 158 110 299 229 106 87 1605 1217 1122 1099 1073 1052 912 159 142 59 83 1161 77 980 422 558 196
is_linear=0
shrinkage=0.00357848


Tree=250
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 1 1 1 2 2 0 1 2 1 2 0 1 0 0 1 2 2 0 0 0 1 1 0 1
split_gain=1.49869 1.22076 3.29514 3.07828 2.83659 3.16582 7.32602 3.15627 3.28657 2.97622 1.88608 2.85849 2.85793 4.11753 3.86779 6.65827 5.80476 3.22618 2.50315 2.34087 2.97967 2.98785 1.86299 3.91977 6.27403 2.81819 4.48475 3.33431 2.72686 2.38771
threshold=0.30560462260000004 0.52324780695000006 0.52252926560000013 0.38045268105000002 0.38906020780000011 0.5195503128500002 0.38334181610000007 0.39019789825000006 0.39995808510000008 33.96174662340001 38.621016321050007 0.50218556330000019 0.37977904855000005 38.983591653800012 0.37227927305000003 47.079243513300007 0.50291907430000016 0.36265381275000008 0.5054040298000001 0.47076434840000009 0.34377713240000007 35.119813570500007 38.238138001450004 0.52863686715000002 0.52925062125000011 0.5380527529500001 0.40651477500000005 0.43121463430000007 0.5641597557000001 0.38976377950000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 9 -6 -9 -2 11 19 13 -12 16 -16 17 -15 -18 20 21 -11 23 -5 -25 -26 -27 -28 -29 -24
right_child=1 3 -4 22 7 -7 -8 8 -10 10 12 -13 -14 14 15 -17 18 -19 -20 -21 -22 -23 29 24 25 26 27 28 -30 -31
leaf_value=-0.028187017491494888 -0.020217905389752815 -0.027836324448854904 0.018155676001922187 -0.029330394350455109 -0.031552925569377978 0.017712702586740296 -0.035550278497460092 0.0095360946751102474 -0.030300198496112846 0.029239938172756053 -0.026719988123287328 -0.0095152653518161996 0.020017313709077392 0.0011799499685876988 -0.030639331034653366 0.01910374742764347 0.029744150352708033 -0.023044924069954523 0.0059164401362808462 0.015379584598161619 -0.035833780862004852 -0.0064682561108264647 0.017165073636029895 0.038607789726216403 -0.036089205902518809 0.018583552654660201 -0.026364477424891345 0.015057894029564233 -0.01261738370025022 -0.00024374487458352388
leaf_weight=1.3464639023877669 4.5338387931697062 3.1162562202662221 8.5114382607862336 4.8133445922285345 4.013873986899851 8.6647238824516517 3.9580840691924086 5.3681591865606606 2.1247840833384544 2.6489609293639642 3.9790899567306033 6.0709672048687926 5.721785143017768 217.41787980962545 6.6715502589941007 2.8113367184996605 7.3699281364679319 4.1173426480963817 5.7837677337229252 22.967671319842339 1.4973057773895559 4.9239646196365356 5.9759754240512839 2.4487721621990231 2.2129594832658794 5.0028376430273083 6.2566483244299915 4.3650645427405816 6.5340862235752866 186.98918711475562
leaf_count=137 103 27 35 46 22 31 24 38 61 13 23 29 17 1295 62 11 33 28 30 91 50 64 24 7 26 16 80 26 367 1817
internal_value=0.000381417 0.000450493 0.0015063 -0.00107565 0.00106435 0.00155632 0.00109042 -0.0121528 -0.00176034 0.00157952 0.00191799 0.00754203 0.00107376 0.000636967 0.00108278 -0.0158923 0.00176868 0.000729719 0.0192669 0.0107743 -0.000887313 0.00602224 -0.00070435 -0.00680277 -0.00275982 -0.00691629 -0.00400283 -0.0105893 -0.00153355 0.000295392
internal_weight=558.218 556.872 329.156 227.715 320.645 309.138 300.473 11.5068 7.49294 296.515 291.982 38.1089 253.873 248.151 244.172 9.48289 234.689 221.535 13.1537 32.0379 9.07023 7.57293 224.599 31.6337 26.8204 24.3716 22.1586 17.1558 10.8992 192.965
internal_count=4633 4496 2060 2436 2025 1904 1873 121 99 1849 1746 247 1499 1482 1459 73 1386 1323 63 218 127 77 2409 568 522 515 489 473 393 1841
is_linear=0
shrinkage=0.0271114


Tree=251
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 1 1 0 1 1 2 1 0 2 1 0 2 0 0 1 2 2 2 2 1 2 0 2 1 1
split_gain=1.15297 2.89155 2.24083 1.96204 2.93771 2.64833 3.27327 1.39627 1.36895 1.27462 2.16176 1.58809 1.31791 2.32272 1.21327 1.96321 3.92117 2.90613 3.09643 2.68121 3.80003 2.62601 4.88805 4.76749 3.3197 2.60534 2.38293 2.31778 2.06916 2.1851
threshold=49.292797572200008 49.960114208400007 0.48119816770000007 0.55688452445000014 0.58035687555000015 0.4995808509000001 0.50491003265000012 0.3972336157500001 0.30560462260000004 0.4995808509000001 48.109449608500007 0.49585341755000006 0.62376874945000005 45.711398460000005 0.31100865245000009 0.47396784530000008 48.96897326980001 0.47500074850000013 0.47673722340000008 0.32467590790000006 39.476991512000005 44.952171034750002 42.123054668150012 39.065416244600009 0.34377713240000007 42.081757894750005 0.47642286160000008 48.553014326500012 0.34518427590000006 0.34545372890000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 7 -3 -4 -5 -6 -7 -2 -1 11 -11 12 14 -14 -10 16 19 -17 26 20 -16 22 23 24 -21 -22 28 -27 -19 -30
right_child=1 2 3 4 5 6 -8 -9 9 10 -12 -13 13 -15 15 17 -18 18 -20 21 25 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.023605009516323126 -0.0047105187312748631 0.03607615110513071 -0.028512216079753298 0.015011863122292744 -0.027324423693369269 0.020614907536468798 -0.025337603356256868 -0.029771383121269875 0.0094272875237929998 -0.019020915498697444 0.0066418245431809492 0.01661934819068802 0.0001812558565089048 -0.035027388194546406 -0.020434825051536928 0.014983729145994093 -0.040350225103057295 0.0044928999736808112 0.0010206711322395777 0.0038043779446882827 0.021403811095202428 -0.028790266393891897 0.01273178305894793 -0.030369596144980533 -0.027835897028639558 -0.011011732679558831 -0.033179616537344567 0.013684135426640711 -0.028221798746434604 0.0034023983169265437
leaf_weight=1.2225120596121986 1.8560098931193376 0.84883694723248382 1.3129399388562877 4.4654348297044617 2.4955521896481514 2.1612805798649792 1.2824013088829813 3.0532353073358536 8.0872178822755796 4.3698636040789998 2.7940351208671927 3.2194240065291515 2.8127217788714907 1.4872609823942182 2.6811365564353791 7.5378893204033366 1.5042650997638691 4.8066246733069402 452.18104276107624 8.0151042882353121 5.4544945172965509 2.7247787732630959 5.8200656822882584 4.8821755168028167 2.1927721439860752 4.0808963030576706 2.0462861098349086 3.8205154091119766 3.0802171602845192 1.7958453223109243
leaf_count=137 10 3 83 41 61 7 58 51 65 528 21 26 54 13 76 35 11 27 2775 71 16 78 47 124 81 35 35 11 36 17
internal_value=0.000292354 -0.00546744 0.000325831 -0.00226396 0.00104824 -0.00945036 0.00350254 -0.0202968 0.000479929 0.000534925 -0.00901204 0.000664401 0.000566564 -0.0119966 0.000670309 0.000532158 -0.00423931 0.000948897 0.00072085 -0.00287007 0.00432132 -0.00774965 -0.00500787 -0.0118499 -0.00299233 0.009291 -0.010838 0.000929291 -0.00611642 -0.0165747
internal_weight=554.093 17.4757 12.5664 11.7176 10.4047 5.93923 3.44368 4.90925 536.617 535.395 7.1639 528.231 525.011 4.29998 520.711 512.624 41.1762 471.448 463.91 39.6719 16.037 23.6349 20.9101 15.0901 10.2079 13.3559 11.729 7.90141 9.68269 4.87606
internal_count=4633 314 253 250 167 126 65 61 4319 4182 549 3633 3607 67 3540 3475 550 2925 2890 539 138 401 323 276 152 62 115 46 80 53
is_linear=0
shrinkage=0.0227863


Tree=252
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 2 2 2 1 1 2 1 2 2 1 2 0 2 0 1 2 0 1 0 1 2 2 0 0 2
split_gain=5.3122 6.67248 5.24432 3.94447 5.39615 5.86984 5.27638 5.15797 2.75246 4.14473 3.53649 2.6239 2.54054 5.22101 2.5012 3.27885 2.89609 2.6769 3.53381 4.65761 3.37261 3.53283 4.12584 2.99192 2.83843 2.45482 3.64474 2.24583 2.24251 2.90301
threshold=0.39170982905000007 0.39394030120000006 0.47721625100000004 0.39563186730000005 0.39814676205000005 37.232443001650005 36.558960102350007 49.064150740050003 0.45420795785000007 0.45736654595000009 48.109449608500007 0.40272746325000003 40.767054867700004 40.890797847750008 0.34482500525000009 40.408647214050006 0.39587138110000003 42.720329370750001 0.47697673720000006 0.35696536035000009 43.968221017800005 0.47550971530000002 0.3584174126500001 0.47604862130000009 0.36042334060000009 37.995872310650007 38.983591653800012 0.3733870243500001 0.68131193680000013 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=2 -2 14 -3 6 -6 -5 -8 10 -10 12 -12 -7 -14 16 -16 27 18 19 23 -19 22 -22 -17 -24 -18 -27 -1 29 -11
right_child=1 3 -4 4 5 8 7 -9 9 28 11 -13 13 -15 15 17 25 20 -20 -21 21 -23 24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00084709235946816598 -0.0037005239244635667 0.0017754192520638777 0.00058492565727535028 0.0022799217824088476 -0.0020098097154052498 -0.00014226639823259029 -0.0037980601230766012 0.0031538108990450983 -0.0041584730984763826 -0.00089693760077350407 0.0026938388692852918 -0.0030610011683816283 0.0031462076087066266 0.00047126565900770345 -0.0039084268224430238 -0.0039892883105713461 0.0014918838184039484 -0.0038851831624398046 0.0018749879910173763 0.001981498574865426 0.0052184705414077305 -0.004207151701610597 -0.0033706133606412601 -9.1142955810458452e-05 0.0029489331206062511 -0.0030727149968312732 0.00021688618849008897 -0.0035768089222541484 -0.0034999514372978302 0.00056094538825247236
leaf_weight=1.6812103614211071 5.3452383428812018 10.186218008399008 291.36902989447117 2.2025108113884917 14.952706333249806 54.028040630742908 9.9253542609512788 1.1852256096899498 2.9674407187849274 28.978082088753581 0.93777433782815833 4.8559817969799042 8.059748560190199 71.058652181178331 3.3717797589488319 4.5431131310761028 13.308580136857925 4.6880991067737323 6.9559147208929053 3.6533789113163948 1.5723296999931333 1.7252940461039541 1.9326978176832201 3.4265272505581379 1.1100515127182005 3.6322020888328543 41.71905903890729 3.5260294824838638 2.1431242842227212 25.450355732813478
leaf_count=18 91 51 1230 12 393 294 182 9 35 547 9 111 22 374 80 94 109 78 21 21 3 16 58 22 5 27 251 170 115 185
internal_value=0.000145477 -0.000220493 0.000373871 -0.000141983 -0.00022812 -0.000106767 -0.00217362 -0.00305647 3.66018e-05 -0.000530008 0.000279407 -0.00212953 0.000384229 0.000743761 -0.000261103 -0.000965502 0.000102629 -0.000630353 9.93238e-05 -0.000963341 -0.00185959 -0.00036186 0.00107566 -0.00231329 -0.00106513 0.000302463 -4.65794e-05 -0.00214851 -0.000339678 -0.000215242
internal_weight=630.492 242.276 388.215 236.931 226.745 213.432 13.3131 11.1106 198.479 59.539 138.94 5.79376 133.146 79.1184 96.8463 32.9792 63.8671 29.6074 18.5789 11.623 11.0285 6.34037 4.61508 7.96964 3.04275 58.6598 45.3513 5.20724 56.5716 54.4284
internal_count=4633 2430 2203 2339 2288 2085 203 191 1692 882 810 120 690 396 973 398 575 318 158 137 160 82 66 116 63 387 278 188 847 732
is_linear=0
shrinkage=0.00314969


Tree=253
num_leaves=31
num_cat=0
split_feature=2 0 2 1 1 2 1 0 0 2 2 0 2 1 2 2 0 1 0 0 1 0 0 0 1 1 0 0 1 1
split_gain=1.06169 1.34238 1.07303 1.6503 2.95481 1.53259 1.91538 7.00229 1.53811 1.88133 1.40376 5.16407 3.80639 3.66655 2.98964 1.97193 2.9964 2.19501 1.2401 1.1969 1.14568 7.20146 2.44798 2.05883 1.49091 3.94512 3.47398 8.51127 3.19122 4.29974
threshold=51.757767929250001 0.61400856260000014 31.914316944300001 0.38045268105000002 0.38772791230000009 35.119813570500007 0.34377713240000007 0.49405706415000006 0.55544744170000004 33.361153777850006 37.041406607950009 0.5296248615500001 36.558960102350007 0.46280051495000007 36.257608591500009 37.765550062200006 0.52324780695000006 0.4529056016000001 0.49820364660000011 0.44825005235000009 0.34007963835000005 0.4413939702500001 0.45350438610000005 0.43572048740000008 0.35585760905000008 0.35210023650000005 0.47976108500000009 0.50101793360000013 0.36880632320000012 0.37227927305000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 6 -4 -8 -9 -10 11 12 14 -13 18 16 -12 -18 19 -7 21 23 -22 -17 25 -24 -26 -28 -29 -30
right_child=1 -3 5 4 -6 10 7 8 9 -11 15 13 -14 -15 -16 20 17 -19 -20 -21 22 -23 24 -25 26 -27 27 28 29 -31
leaf_value=-0.026091504827309389 -0.02256869928177628 0.0026953869134179013 0.019886430174432916 0.025172888221582146 -0.024397347161912639 0.0056084337070389356 -0.039034186276414584 0.010485645630327249 0.010900462856645468 -0.023658505945312127 0.015697855168786076 -0.030052209790630634 -0.015072803702257245 0.013485375632533875 0.023025757416991713 -0.0016026598513483254 -0.0090334595356158232 0.015326314031679122 0.0042921500484935891 -0.023471348678749115 -0.023138574153643211 -0.029907530584118717 0.0013964255992564435 0.018823708199471389 0.012310255744560987 0.017115269086920036 -0.020127262174383341 -0.017850775914562852 0.015661307296711384 -0.00032860290257182516
leaf_weight=1.754232382634654 2.0608893153257664 1.771794428117573 3.7289494210854199 1.1468772292137148 1.0375333739211781 1.0553901991806989 1.6222772989422107 13.036558970808981 1.3963044551201158 1.4593904000939799 9.3531607612967509 4.8213152424432328 5.3811930008232585 1.070869135437533 3.4947412349283686 23.770940179470934 5.7746814638376218 2.3606714879861102 9.6157940756529552 1.6336367093026636 1.9798547341488291 4.1333141569048157 179.54503675550222 2.4673078805208197 9.3032627720385772 7.5365645214915267 10.047987456433473 4.519341252744197 7.8807850033044806 228.55798020598013
leaf_count=81 136 24 21 3 138 42 23 53 31 72 44 72 40 55 17 295 49 36 43 14 107 65 897 8 92 37 89 40 36 1973
internal_value=0.000273678 -0.0108895 0.000351541 -0.0107178 0.00162843 0.000431458 0.0060358 0.00308691 0.00738662 -0.00676075 0.000204384 -0.00451531 0.000387487 -0.0221395 0.00565313 0.000461359 0.00748146 -0.00196488 0.000719056 -0.0120581 0.000205449 -0.00379533 0.000475849 0.000318129 0.00058035 0.00202966 -0.000461252 -0.000934613 -0.000134277 0.00020436
internal_weight=553.319 3.83268 549.486 3.93864 2.18441 545.547 21.2435 17.5145 15.8923 2.85569 524.304 27.0729 21.1808 5.89218 15.7996 497.231 17.4885 8.13535 12.3048 2.68903 479.742 30.3716 449.371 26.2382 447.391 187.082 260.309 251.006 240.958 236.439
internal_count=4633 160 4473 222 141 4251 200 179 156 103 4051 283 156 127 116 3768 129 85 99 56 3639 368 3271 303 3164 934 2230 2138 2049 2009
is_linear=0
shrinkage=0.0212838


Tree=254
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 2 1 1 0 2 2 2 0 1 1 1 0 2 2 0 2 2 0 1 1 1 0 0 2 1
split_gain=4.42972 6.25033 5.48278 3.98679 3.65484 4.32991 3.16406 4.49211 3.71154 3.60334 3.05715 3.194 2.96075 5.05407 2.63323 9.8905 2.48502 2.67765 3.5209 2.97786 2.8148 7.19134 4.65281 2.84224 2.93875 4.36938 3.78081 3.99672 3.14047 2.61021
threshold=0.39078171310000004 0.53146612375000013 0.47721625100000004 0.54504356155000011 0.5380527529500001 43.61821939175001 0.43540612555000008 0.43837010870000009 0.57161462230000015 36.772607578000013 42.081757894750005 49.960114208400007 0.56065686655000013 0.44512140355000007 0.39431454150000006 0.39563186730000005 0.68131193680000013 47.309807198350008 49.247968080500009 0.58035687555000015 39.476991512000005 40.574766824850009 0.57161462230000015 0.46097422230000007 0.46280051495000007 0.46551001470000003 0.58745247150000013 0.58887458460000019 44.749265482150008 0.49146732130000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 -1 4 5 -3 10 8 -8 -9 -5 -12 -11 -14 -2 -16 17 20 -19 -20 22 -22 -15 -23 -25 -26 -27 -28 -29 -24
right_child=1 3 -4 6 -6 -7 7 9 -10 12 11 -13 13 16 15 -17 -18 18 19 -21 21 23 29 24 25 26 27 28 -30 -31
leaf_value=-0.00040027515495960175 -0.0034479273837220506 -0.0024799187178696802 0.00071386752171651296 -0.00076355028270628383 0.0013748584746204342 0.0015451492503891259 0.00058671050826660399 -0.0042025422473454758 0.004732994342950346 0.0018277435422204571 -0.0049632915074582593 0.0012595763374356811 -0.0045057524348537329 0.0024147406969563046 0.0035877382286866764 -0.0023045419373830135 -0.0043123411579323112 0.0026976158450772877 0.0024223418316978015 -0.0020416179648928977 -0.0052915472698722588 0.0009571505248971618 -0.0044219662396662515 -0.0046972057794240005 0.0061403324610293164 -0.0054360859631083494 0.0082022114718472774 -0.0023635049859436598 0.0018356489924431349 0.0020003571709004378
leaf_weight=91.777521228417754 10.187126385513691 9.7155841216444987 277.30403279699385 24.917189173400402 48.768200982362032 7.3129332177340975 10.149763759225605 3.6427056225948027 5.0461149867624036 10.058962367475031 5.9798575565218917 1.6410416103899477 4.5180084817111483 10.184170804917811 5.5983536196872619 21.631668615620583 2.2369863861240438 10.719523254781963 3.5294259786605817 6.8822792787104845 5.4886445631273082 13.920675266534088 3.1169558055698863 3.4212253689765957 1.3483703136444116 2.7998579060658804 0.79592662304639716 8.1568294032476825 4.2184986285865298 1.446438218001276
leaf_count=973 114 61 1197 173 173 30 45 272 20 37 75 28 43 35 18 347 117 40 30 108 98 63 68 69 2 31 2 281 26 57
internal_value=0.000162593 -0.000246454 0.00043682 1.86132e-05 0.000824587 -0.000751345 -0.000349093 -3.31991e-05 0.00196357 -0.000347679 -0.00143334 -0.00362329 -0.000196432 -0.000442387 -0.00173424 -0.00109312 -0.000207824 -8.70569e-05 0.00110811 -0.000528397 -0.0005471 -0.00108934 0.000929133 -0.000423916 -0.00135086 -0.00068983 -0.00126647 -0.000380121 -0.000932098 -0.00238631
internal_weight=616.515 247.433 369.082 210.016 65.7967 17.0285 144.219 111.681 15.1959 96.4855 32.5381 7.6209 92.8428 82.7838 37.4171 27.23 78.2658 76.0288 21.1312 10.4117 54.8976 40.15 14.7476 34.6614 20.7407 17.3195 15.9711 13.1713 12.3753 4.56339
internal_count=4633 2463 2170 1984 264 91 1720 1444 65 1379 276 103 1107 1070 479 365 1027 910 178 138 732 572 160 474 411 342 340 309 307 125
is_linear=0
shrinkage=0.00395117


Tree=255
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 2 1 2 0 0 2 2 0 1 1 2 2 2 2 2 0 0 2 2 0 1 2 2 2 1
split_gain=4.20155 5.70528 4.77283 3.63223 3.12765 3.67007 2.52901 2.95466 2.84703 7.01805 2.47625 6.50601 2.4601 2.76854 3.51401 4.52779 2.80203 2.63176 2.40413 2.38358 3.4803 4.06385 3.41707 2.35953 3.0144 2.9539 3.96572 7.27931 2.78659 5.16698
threshold=0.39078171310000004 0.53146612375000013 0.47721625100000004 0.54504356155000011 0.5380527529500001 43.61821939175001 0.3447651268000001 40.408647214050006 0.47568935060000012 0.47396784530000008 44.202975721700007 43.968221017800005 0.68131193680000013 0.43540612555000008 0.43593006200000012 36.772607578000013 42.081757894750005 49.960114208400007 42.654057868200006 43.564719632750005 0.50913146310000013 0.53312775065000018 43.384297312450009 41.772405911750006 0.47604862130000009 0.36042334060000009 42.686561923500008 42.720329370750001 43.968221017800005 0.34527409360000011
decision_type=2 2 2 2 2 2 2 2 2 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 6 4 5 -3 8 -8 9 -1 11 18 13 16 -15 -16 -5 -18 -2 22 -21 -22 -4 24 -9 26 -25 -28 -29 -30
right_child=1 3 19 12 -6 -7 7 23 -10 -11 -12 -13 -14 14 15 -17 17 -19 -20 20 21 -23 -24 25 -26 -27 27 28 29 -31
leaf_value=-0.00020512904202724534 -0.0013636101704326681 -0.0022454133890713367 0.00073519335347598306 -0.00062626938631417579 0.0012550401202749588 0.0013766816969752816 -0.0046910091589371598 -0.002086990895697311 -0.0039927094836708955 0.0037049064125470712 -0.0041357171718035164 0.0038810310008529801 -0.0042058101322134537 0.0048641253403206479 -0.0041292769811330145 8.540093465002086e-05 -0.0046426002902196766 0.00066652961634070093 -0.0045568768502831291 0.00043867190646515729 -0.0050691944271300362 0.0006343648261991113 0.0039367062563467579 -0.0051663541984399552 0.0023744287595688345 0.0014825630948994677 0.0057757981081184399 -0.0046388699660134579 0.0047819293096017217 -0.0029108517897917909
leaf_weight=49.444719966035336 22.99109658040107 9.3187427446246165 242.28206951543689 24.30309847928584 48.717493270523846 7.2194572761654845 3.1144680944271377 3.4315173998475093 2.313045982271432 7.7172200493514529 4.9557699759025118 3.2371051274240008 2.3250124745536587 2.1461377255618563 3.8421592758968464 105.06098806206137 5.4673560280352822 1.8063250286504624 4.0293896812945595 20.160112611949447 4.2256289403885594 3.1865363493561745 4.9469846561551085 4.7173365242779317 6.1478826254606247 3.9110614890232673 1.9161541461944569 4.3565112426877004 1.798831984400749 4.3160475641489029
leaf_count=521 215 61 1033 173 173 30 83 80 14 23 185 11 179 7 219 1039 75 28 68 81 56 15 12 50 18 34 3 67 5 75
internal_value=0.000170014 -0.000216443 0.000427752 2.15278e-05 0.000768621 -0.000664252 -0.000318041 -0.00115249 0.000154917 0.00032275 -0.00163701 -0.00122776 -0.000314807 -0.000251378 3.19322e-05 -6.32951e-05 -0.00124772 -0.00332415 -0.0018398 0.00068065 -0.000382828 -0.0026172 0.000799255 -0.000792288 0.000776266 -0.00150726 -0.00219089 -0.00105779 -0.00230827 -0.000647844
internal_weight=613.406 245.42 367.986 210.207 65.2557 16.5382 93.1848 33.7098 59.475 57.1619 35.2134 30.2576 144.951 142.626 111.049 108.903 31.5768 7.27368 27.0205 274.801 27.5723 7.41217 247.229 30.5953 9.5794 21.0159 17.1049 12.3875 10.4714 6.11488
internal_count=4633 2463 2170 1984 264 91 973 415 558 544 479 294 1720 1541 1265 1258 276 103 283 1197 152 71 1045 332 98 234 200 150 147 80
is_linear=0
shrinkage=0.00381338


Tree=256
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 2 2 1 0 1 2 2 2 2 2 2 2 2 2 1 0 1 2 2 1 0 0 0 0 0
split_gain=1.10494 3.76385 3.19686 3.53745 4.69078 1.65945 2.0041 1.46489 6.12917 4.69642 2.31426 8.24197 4.03941 3.03896 3.48156 2.59668 1.90148 2.32391 1.88238 1.88199 4.57333 5.03552 4.55215 5.03241 4.09271 5.41566 3.08424 10.5722 2.42365 2.80434
threshold=42.081757894750005 42.027798546600003 0.57927906350000014 0.47447681205000009 0.47941678395000004 37.345948426100009 37.232443001650005 0.3584174126500001 0.49194634890000005 0.36476452800000009 41.559097512700014 41.835830569250014 41.542492784600007 41.243661560350013 40.767054867700004 40.621691032550004 40.890797847750008 41.11191809080001 41.641174900500005 0.34515433670000012 0.47604862130000009 0.34524415440000006 40.250747516500006 39.427119987250002 0.34503457980000002 0.47787491390000009 0.48588365620000007 0.48185683060000012 0.48634771415000005 0.47943175355000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 -4 -5 6 -6 8 19 -9 12 18 13 14 15 -11 -16 -18 -12 24 -21 -22 23 -23 28 -26 27 -24 29 -1
right_child=-2 -3 3 4 5 -7 -8 9 -10 10 11 -13 -14 -15 16 -17 17 -19 -20 20 21 22 26 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0013935748769679449 -0.00095205566586953404 0.016048680780770187 -0.025046024772142322 0.031254436432332507 -0.02342328453519851 -0.025318560468377826 0.027020109538214845 -0.019011330537735977 0.022708375464967297 0.00075411538397879177 -0.012976803004724518 0.0095153279949645557 0.024443339938226206 -0.01341807052855155 0.018937379902190837 -0.016979032915234997 -0.007585998578085092 0.014851996580864966 -0.038213100774738926 -0.017804851767362812 0.021411969719565504 0.0052194592432223599 0.011233977003183116 -0.024434735861500103 0.00078839362215324252 -0.046196540279043713 0.018480315620629816 -0.017151853364908369 -0.021232767288039262 0.01115408901288095
leaf_weight=37.100097241345793 213.5629633157514 8.6110335614066553 5.1917853904888016 1.821871352382004 0.74168386764358707 2.3439677618443966 0.92049059644341469 6.6311161415651432 7.7459984309971324 133.79156790114939 2.7000506296753866 6.3358208164572716 3.8323849812149993 7.5566485784947863 8.2499840371310729 4.4494363814592353 4.6610342971980554 4.9779248908162117 3.5918278247117996 4.5593692625407121 9.298563249409197 6.1218787655234319 25.306945376098156 5.8231141045689583 2.7978647178970268 2.3571545854210854 9.1246206797659379 9.3781106248497945 2.5148872733116141 12.391049310564993
leaf_count=366 2058 36 180 14 178 222 8 56 46 759 15 35 13 53 28 26 24 20 31 64 25 26 93 31 69 17 39 47 13 41
internal_value=0.000335946 0.00114277 0.000756528 -0.0113377 0.000874184 -0.0129418 0.00451161 0.00117133 0.00298829 -0.000137262 0.000557484 -0.00886983 0.00126812 0.000725521 0.00141007 0.000183355 0.0108898 0.00400183 -0.0273834 0.00178337 0.00430468 0.00585426 0.0032596 -0.00923679 -0.00128716 -0.0206957 0.00666683 0.00355904 0.000636678 0.00174797
internal_weight=554.491 340.928 332.317 11.0198 5.82801 4.00614 1.66217 321.297 134.52 186.778 180.147 12.6277 167.519 163.687 156.13 138.241 17.8889 9.63896 6.29188 126.774 69.6126 65.0532 55.7547 11.945 57.1611 5.15502 43.8097 34.6851 52.006 49.4911
internal_count=4633 2575 2539 602 422 408 186 1937 877 1060 1004 81 923 910 857 785 72 44 46 831 325 261 236 57 506 86 179 140 420 407
is_linear=0
shrinkage=0.0228363


Tree=257
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 1 1 0 2 0 1 1 2 1 0 1 1 0 2 0 0 1 1 0 2 2 0 2
split_gain=6.41832 6.71287 5.8632 7.21492 3.39403 3.31556 3.26268 3.09477 4.45934 4.09163 3.77535 3.25028 3.39389 6.53544 3.56924 3.65143 3.06056 3.05251 3.03079 3.60941 3.16874 2.98907 2.88378 4.86045 7.29873 3.70491 2.81503 2.94351 2.80157 2.71711
threshold=0.39078171310000004 0.47721625100000004 0.53634621715000008 0.54504356155000011 36.377496227400009 43.219899330700009 40.636252116050009 0.43540612555000008 0.4529056016000001 0.55980359870000018 44.749265482150008 0.56300709560000006 0.45107930900000009 0.43837010870000009 40.806664626150003 0.44922307715000004 0.5641597557000001 0.41917906650000009 0.3447651268000001 0.47396784530000008 40.408647214050006 0.57161462230000015 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.5206281249000001 42.081757894750005 49.960114208400007 0.51657136015000005 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 18 4 5 -2 6 -4 26 9 -9 16 -11 13 21 -15 -16 -10 -8 19 -1 -20 -13 23 24 25 28 -5 -28 -3 -22
right_child=2 22 3 7 -6 -7 17 8 10 11 -12 12 -14 14 15 -17 -18 -19 20 -21 29 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0002353176406442819 -0.0047170304059031623 0.00083488233894126135 0.00054222815155030037 -0.00074986674199825339 -0.0010587375292951001 -0.0013574046383719894 0.00084405230627856455 0.0024924039867709937 0.00062807534418718761 -0.003005074469788707 0.00031463962553731912 8.1193010039937475e-05 0.0024747864534972698 -0.0048721146672969619 -0.0018425704521869261 0.0026051161335393876 -0.0018961745152281269 0.0034559359970324291 -0.0043671409433726424 0.0020283041764722321 6.6954614886353893e-05 0.0040344692443454898 -0.00077951675315417223 0.0033529463785572449 -0.0034186104505529074 0.0034802693166413926 -0.0043850918524257409 0.00076821471695446631 -0.0013605097603748852 -0.0020165058060683267
leaf_weight=50.10494132572785 3.3707983791828147 238.77900760620832 23.411413341760635 25.614831818267703 48.612940696068108 5.7953866422176352 9.284369923174383 12.124157276004551 7.4072756916284552 3.6971993297338477 27.074629082344472 4.5854939594864863 8.0246988311409932 3.2440570136532179 8.9812166169285756 3.0815105885267249 30.774760682834312 13.870938360691069 3.4110740055330089 10.609584696590899 18.847294613718987 4.9365570042282343 14.343578889966009 9.2586837857961637 5.109651915729045 6.4254490062594405 5.8984024152159682 1.7975408835336564 7.4504033159464589 13.249908268451689
leaf_count=521 33 1014 86 173 523 33 32 35 36 19 258 24 25 68 77 9 873 36 83 37 160 20 75 23 26 21 75 28 38 172
internal_value=0.000194915 0.000485577 -0.000241317 3.33456e-05 -0.00129595 0.00115735 0.00147032 -0.000366371 -8.99965e-05 0.000717614 -0.000692393 0.000128903 0.000481588 -0.000162615 -0.00158925 -0.000706377 -0.00140647 0.00240867 -0.000318265 0.00016024 -0.00113645 0.00213071 0.000760478 0.000843201 0.000753053 0.00083742 -0.00131164 -0.00318143 0.000768454 -0.00079311
internal_weight=629.178 377.59 251.588 199.604 51.9837 52.3621 46.5667 147.242 113.932 48.6749 65.2567 36.5507 32.8535 24.8288 15.3068 12.0627 38.182 23.1553 96.2228 60.7145 35.5083 9.52205 281.367 267.023 257.765 252.655 33.3108 7.69594 246.229 32.0972
internal_count=4633 2170 2463 1907 556 187 154 1720 1444 277 1167 242 223 198 154 86 909 68 973 558 415 44 1197 1122 1099 1073 276 103 1052 332
is_linear=0
shrinkage=0.00352557


Tree=258
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 2 0 2 2 1 1 1 1 2 2 2 2 0 1 2 0 1 1 1 0 1 1 0 2 0
split_gain=6.17466 7.16425 6.11595 4.06345 3.92963 3.07683 4.68892 3.16915 2.70152 2.43971 2.40926 2.36051 2.95184 3.16068 2.71443 4.62059 3.896 3.84907 4.18439 3.15463 3.09956 4.48651 2.96394 2.14852 3.31483 2.12611 9.8716 6.56404 4.75599 6.24499
threshold=0.52432561900000019 0.47721625100000004 0.52769378160000013 39.955516828000007 0.50634711535000021 43.521589032450009 0.50913146310000013 43.384297312450009 44.279556297950009 0.34524415440000006 0.3979222179000001 0.30560462260000004 0.34482500525000009 40.408647214050006 42.720329370750001 42.527280425250005 42.206017975500011 0.45995628875000011 0.34536391125000004 43.968221017800005 0.47550971530000002 0.3584174126500001 0.36042334060000009 0.34575312120000007 0.4995209724000001 0.4172030777500001 0.40651477500000005 0.5485614203000001 40.722669576350008 0.55619592225000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 3 -2 25 7 9 -3 10 -7 -5 -1 -13 -14 15 16 17 -15 -19 -16 21 -21 -23 -11 -25 26 -4 -27 29 -29
right_child=2 5 4 8 -6 6 -8 -9 -10 23 -12 12 13 14 19 -17 -18 18 -20 20 -22 22 -24 24 -26 27 -28 28 -30 -31
leaf_value=-0.0032911690280818763 -0.0043872311258177374 0.00073473637767602169 6.4661243385002524e-05 -0.0010872296240972054 -0.0020269691602757458 -0.0020859552634684506 -0.0031128472034785259 0.0032681031722131462 -0.0035204771087764424 0.0024560120379172818 0.0027005505027266749 0.00017060667362613703 -0.0038062349807997946 -0.0035550805184405873 -0.0038727331070336278 0.0042154751489622347 -0.0040949212019391291 -0.00098481196604455852 0.0028078717264237636 0.0051803257874867238 -0.0041603435259823943 -0.0033908704277547355 0.0029267013039728897 -0.0013367285161423612 0.0018207455547043384 0.0012128083471402633 -0.0033831776862495761 -0.0043909447340682488 0.00026343926514011545 -0.00060857122822180834
leaf_weight=2.5529283732175818 5.0896622613072422 250.18755938671529 49.630106566473842 6.6629675999283773 9.857522994047029 3.6010181382298532 4.9169475147500625 4.9911193624138823 3.1852528797462574 5.2271000295877483 2.2181256003677845 64.125145970843732 3.5167963569983831 2.317278955131779 4.6164599508047086 2.3438794799149028 2.5388133376836768 5.828414171934126 5.7040619403123856 1.5683598965406416 1.6827080324292181 2.2061067819595341 1.1043373867869375 7.3711760081350786 5.9585207356140018 45.018405556678772 9.8651659414172155 4.8887507729232302 78.613556239753962 37.573496351018548
leaf_count=137 57 1055 305 65 554 18 87 12 93 13 10 438 85 74 78 6 29 34 17 3 16 58 5 51 34 170 94 54 532 449
internal_value=0.000168283 0.000420604 -0.000213649 -0.00202828 -8.14245e-05 0.000677227 -0.000331813 0.000784287 -0.00103326 0.000285315 -0.000141201 -0.000302961 -0.00022476 -0.000983213 -0.000651288 8.12811e-05 -0.000509988 0.00014717 0.000891082 -0.00187895 -0.000476199 0.000794469 -0.00128338 0.000745469 7.4697e-05 3.58947e-06 -0.00050704 0.000186498 -0.000195105 -0.00104404
internal_weight=634.962 382.359 252.603 17.156 235.447 282.253 27.0748 255.179 12.0663 22.1578 8.88109 100.105 97.5524 33.4272 29.9104 18.7324 16.3886 13.8498 11.5325 11.178 6.56151 4.8788 3.31044 18.5568 13.3297 225.589 59.4953 166.094 121.076 42.4622
internal_count=4633 2250 2383 225 2158 1270 203 1067 168 116 75 980 843 405 320 160 154 125 51 160 82 66 63 98 85 1604 399 1205 1035 503
is_linear=0
shrinkage=0.00314801


Tree=259
num_leaves=31
num_cat=0
split_feature=1 2 1 1 2 1 0 1 2 2 0 1 2 2 2 0 1 1 1 0 0 2 1 0 1 1 2 2 0 2
split_gain=1.12009 0.998231 1.58895 2.72865 1.4765 1.76525 2.64722 1.23383 3.64524 1.12868 4.72281 3.15775 3.00512 2.48819 1.61406 2.77248 1.72077 1.81737 4.12409 1.22001 4.11157 1.0068 3.85078 2.99836 2.14622 1.33361 1.22219 3.28875 5.36235 1.49378
threshold=0.5225142959500001 31.914316944300001 0.38045268105000002 0.38772791230000009 35.119813570500007 0.34377713240000007 0.49820364660000011 0.40896979130000005 33.361153777850006 37.041406607950009 0.5296248615500001 0.46187239905000005 36.558960102350007 36.257608591500009 37.765550062200006 0.52324780695000006 0.40272746325000003 0.42307116555000007 0.4529056016000001 0.50035927070000008 0.49820364660000011 38.238138001450004 0.37407562650000009 0.5218855723000001 0.39670967935000007 0.44765126795000004 38.474425342400004 38.751720283100006 0.53634621715000008 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 2 -1 -4 5 -3 -7 -8 -9 10 12 -12 13 19 15 -11 -17 -18 -19 20 -6 22 -16 -24 -25 -26 -23 28 -28 -29
right_child=-2 4 3 -5 9 6 7 8 -10 14 11 -13 -14 -15 21 16 17 18 -20 -21 -22 26 23 24 25 -27 27 29 -30 -31
leaf_value=-0.032891436004213868 -0.014367340861766905 0.02478478660156393 0.031792863001776833 -0.031080531160251678 -0.013463837124111505 -0.023543671698704315 0.012909534657909314 0.020213300821133578 -0.031024903420690777 0.019038609640410268 -0.037493623861975238 0.012678532065256671 -0.016393081649325937 0.027193600580595355 0.0099777006669294205 -0.02483555709335071 0.024946326373160795 -0.037638448265728444 0.017306795092042849 -0.006753771766355659 0.032109339621965688 0.010259509325205491 -0.055246424230618721 0.011888532465035602 -0.035194432344959586 -0.0025622041119311191 -0.038855623151845035 0.0060147705651202952 0.0099841459259304953 0.00020876245402942721
leaf_weight=1.690182960359379 3.7273662292864165 3.6792184542864588 1.097487270832062 0.94693635322619218 2.8062093383632654 2.2253593327477601 10.971008401364086 2.1159883094951502 1.9787133254576472 9.1736452579498309 4.4717791844159356 1.1643667090684173 5.5701925489120176 3.4415150210261336 5.5231738127768022 1.9644610844552497 2.0855158977210522 1.7556656254455445 2.356047528795898 6.7039995901286602 3.0342456102371216 9.4119747690856439 1.4327098634093998 1.941132193431258 2.4634985551238064 1.4742333488538859 3.9441803805530062 35.395007168408483 2.8531567368190736 418.29972538514994
leaf_count=81 387 21 3 93 56 27 39 21 70 44 68 39 40 17 33 16 7 26 19 35 8 51 13 8 38 23 28 174 16 3132
internal_value=0.000458918 0.000559037 -0.0134235 0.00267116 0.000654286 0.00771605 0.00408414 0.00816505 -0.00454692 0.000373428 -0.00501091 -0.0271286 0.000772056 0.00675312 0.000666209 0.00880202 -0.00270378 0.00431178 -0.00615434 0.00114537 0.0102124 0.000374049 -0.0071248 -0.0200441 -0.0114651 -0.0229774 0.000578869 0.000381007 -0.0183553 0.000661718
internal_weight=555.699 551.971 3.73461 2.04442 548.237 20.9703 17.2911 15.0657 4.0947 527.266 27.1923 5.63615 21.5562 15.986 500.074 17.3353 8.16169 6.19723 4.11171 12.5445 5.84045 482.739 12.8347 7.31157 5.87886 3.93773 469.904 460.492 6.79734 453.695
internal_count=4633 4246 177 96 4069 178 157 130 91 3891 263 107 156 116 3628 112 68 52 45 99 64 3516 115 82 69 61 3401 3350 44 3306
is_linear=0
shrinkage=0.0271374


Tree=260
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 1 0 0 2 1 1 0 2 1 0 2 2 0 2 0 1 2 2 0 1 1 0 1 2
split_gain=5.40034 5.39522 4.98336 4.5802 4.06975 2.98906 4.06872 3.73644 3.85851 3.69645 3.60677 6.46767 3.99345 3.84429 3.22556 3.19433 2.88761 6.62017 2.88699 2.79551 2.67813 4.55668 2.72843 8.72653 3.19736 2.64608 5.01859 3.7464 3.65846 3.3582
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 44.279556297950009 0.54504356155000011 0.43540612555000008 0.4529056016000001 0.55980359870000018 0.56300709560000006 44.749265482150008 0.45107930900000009 0.43837010870000009 0.57161462230000015 40.806664626150003 0.44922307715000004 0.5641597557000001 44.202975721700007 43.968221017800005 0.51017933595000009 43.426369480700011 0.47847369840000004 0.34515433670000012 42.759119507950011 43.477771593600004 0.41973294215000007 0.4172030777500001 0.40651477500000005 0.54284302865000023 0.41861022125000008 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 20 16 -3 25 -6 7 -7 -9 15 11 12 -10 -13 19 -8 17 -2 -5 -15 22 -22 24 -24 -1 26 -4 28 -27 -29
right_child=2 3 4 18 5 6 9 8 10 -11 -12 13 -14 14 -16 -17 -18 -19 -20 -21 21 -23 23 -25 -26 27 -28 29 -30 -31
leaf_value=-0.0022566687281915312 -0.0015779766636202267 0.00082308477378066332 0.0005592728354279449 0.00014411002581249396 -0.0012528312283971448 0.0023203407896866817 0.00067371772669780762 -0.0032025563697484841 -0.00032494188144180846 0.00033624880716227212 0.0024846933078447779 -0.0046653332339180514 0.0040427693720289743 -0.00035386819987547221 0.0024453310214759736 -0.0018314930462020062 -0.0037295325383836743 0.003546888274541078 -0.0032293060870715942 -0.0044862398022690979 -0.0053458378140502898 0.00024613133476343607 -0.0038102000243629987 2.0689055283120493e-05 0.00053796740562558291 0.002088908840527147 -0.0032091990950473713 0.00041616391602581189 -0.0011346476783989326 0.0036078905662243811
leaf_weight=5.1692916122265151 26.863563586026434 234.9938106238842 25.798945192247633 6.8126937150955182 33.610367727465928 12.040469273924826 7.4816245436668387 3.7206893265247336 4.6037841737270373 26.260781456716359 8.1014017201960069 3.5545636117458335 5.3434002604335546 6.2489258199930173 3.0680382400751105 30.629073329037055 5.4431274109520009 3.3490414582192889 5.3511847406625748 2.8008192609995604 3.0713642276823512 3.9170248582959175 8.6172277666628343 38.013991678133607 75.129638889804482 7.1120499894022968 4.9808931872248641 6.0232879072427776 10.018110342323778 11.018914021551607
leaf_count=266 283 934 116 29 276 35 36 19 24 258 25 68 20 38 9 873 185 11 59 39 24 20 138 309 391 21 28 21 49 29
internal_value=0.00015866 0.000415589 -0.000236022 0.000716632 -3.64316e-05 -0.000352179 -8.63006e-05 0.000654795 0.00011919 -0.000655978 0.000485703 -0.000146417 0.00202129 -0.00152225 -0.000600281 -0.00133969 -0.00142506 -0.00100989 -0.00133994 -0.0016328 -0.00014001 -0.00221151 -2.59589e-05 -0.000687241 0.000358061 0.000680425 -5.05535e-05 0.00133883 0.000203699 0.00247983
internal_weight=629.148 381.076 248.072 247.158 212.416 147.464 113.854 49.4821 37.4416 64.3715 33.7209 25.6195 9.94718 15.6723 12.1178 38.1107 35.6557 30.2126 12.1639 9.04975 133.919 6.98839 126.93 46.6312 80.2989 64.9522 30.7798 34.1724 17.1302 17.0422
internal_count=4633 2170 2463 1022 1984 1720 1444 277 242 1167 223 198 44 154 86 909 479 294 88 77 1148 44 1104 447 657 264 144 120 70 50
is_linear=0
shrinkage=0.00343713


Tree=261
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 2 1 0 0 1 2 0 0 0 2 2 1 2 1 0 2 1 0 1 2 1 1 1 0 2
split_gain=4.95697 5.67172 5.40764 5.42347 4.95873 4.93737 3.95637 3.66887 3.72287 3.66287 4.1737 3.2078 5.59915 3.17136 2.98134 9.68627 5.99706 2.89739 2.87351 7.34807 4.51554 4.22145 3.99538 4.13108 3.44089 6.25228 10.629 5.11382 4.12056 3.22453
threshold=0.5485614203000001 0.47697673720000006 44.578137159850009 45.044778924400006 0.34482500525000009 49.064150740050003 0.43540612555000008 0.47396784530000008 0.47500074850000013 0.4529056016000001 44.749265482150008 0.51017933595000009 0.53146612375000013 0.5641597557000001 41.489621506400006 40.806664626150003 0.40437412050000004 49.960114208400007 0.41917906650000009 0.52432561900000019 43.847983878700006 0.42111014640000005 0.52769378160000013 0.39019789825000006 41.16018805045001 0.40896979130000005 0.39814676205000005 0.39563186730000005 0.53499895210000015 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 4 18 -4 7 11 14 -1 -9 -8 13 -5 -13 -11 15 16 -2 -16 19 -3 22 -20 23 -21 27 26 -26 -24 -29 -23
right_child=6 2 3 5 -6 -7 9 8 -10 10 -12 12 -14 -15 17 -17 -18 -19 21 20 -22 29 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.00032594444972893166 0.0027332153469038882 0.00070379363759899495 -0.004197506551004807 0.0019061154900106114 -0.0016441584796377732 -0.0044647994231837062 0.0005463240797621815 0.0032597718687358826 -0.00028219855923416039 0.00062249437926098516 0.00034089128905656689 -0.0037656628105391856 0.00079888606449716483 -0.0017210480264467105 -0.0040696074358307355 0.0032668103407264147 -0.0033433274668310023 0.00040440142291932037 0.0025977660800107832 0.0019038896316597115 0.0022760936328304815 0.0021329921995641068 0.0024564796298917873 -0.0032679490742995119 -0.0039497630936434587 -0.0056861988067455037 0.0016197286360570501 -0.0027361374810109299 0.00035601367105549667 -0.000709591574018116
leaf_weight=52.086049879901111 1.9932367056608224 274.27370746061206 4.2974825017154243 7.3894194420427146 24.4259611107409 2.5382617712020865 47.265519769862294 6.4918735548853856 5.5953862257301807 7.1802318487316361 27.186866413801908 4.1246042549610129 8.0003203228116018 31.509443764574826 6.5676504895091039 4.4235080778598777 9.4086998254060727 1.887059857137501 16.550021730363369 1.8671273887157429 5.472602877765893 6.4403263330459621 8.1973852813243884 9.6364766582846624 5.7762373741716173 2.951282136142253 8.6918990537524206 6.0044614076614407 15.977892227470873 10.849299406632779
leaf_count=523 6 1153 96 36 366 75 275 19 30 35 256 68 37 873 80 11 114 28 46 6 17 24 26 122 74 23 29 57 64 64
internal_value=0.000154046 0.000304488 0.000466206 -0.000927017 -0.000423867 -0.000289683 -0.000379792 4.06066e-05 0.00162014 -0.000129656 -0.000614663 0.000253381 -0.000753862 -0.00128612 -0.00154539 -0.000730321 -0.00228105 -0.00307103 0.000564711 0.000476406 -0.000489387 0.00144894 -0.000745456 -0.00242852 -0.000338699 -0.00146491 -0.000603827 0.000311336 -0.000488605 0.000349261
internal_weight=625.06 487.638 399.039 26.3501 88.5993 22.0526 137.422 64.1733 12.0873 113.142 65.8765 19.5143 12.1249 38.6897 24.2802 15.8254 11.4019 8.45471 372.689 338.849 64.5754 33.8396 59.1028 11.5036 47.5992 17.4194 14.4681 30.1797 21.9824 17.2896
internal_count=4633 2955 2017 312 938 216 1678 572 49 1439 1164 141 105 908 239 131 120 108 1705 1571 418 134 401 128 273 126 103 147 121 88
is_linear=0
shrinkage=0.00318231


Tree=262
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 0 1 1 1 1 2 2 2 2 0 0 0 2 2 1 0 0 1 1 2 2 1 2 0 0
split_gain=5.44321 5.83679 4.73091 4.20393 4.1487 4.46199 3.94879 3.83936 4.30922 7.78304 3.71548 4.35713 3.67054 5.40742 4.06997 5.24284 3.28333 3.22688 3.08929 3.01275 2.95166 4.60439 4.26668 3.53071 4.59862 3.07024 2.95678 3.30562 2.88413 2.97227
threshold=0.52324780695000006 0.47880302985000006 0.39995808510000008 0.54504356155000011 0.3975479776000001 0.52769378160000013 0.41917906650000009 0.39078171310000004 0.39019789825000006 0.38906020780000011 41.444941515100005 43.895345911700005 39.571921479100006 44.279556297950009 0.53312775065000018 0.53146612375000013 0.52507409960000018 38.396531328800009 38.110427674550003 0.38976377950000002 0.5206281249000001 0.50913146310000013 0.37977904855000005 0.36618664115000005 39.852039223600009 39.262923716450011 0.3447651268000001 41.529896397300007 0.47943175355000006 0.50291907430000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 5 16 18 8 9 20 -7 -12 -4 -14 15 -15 19 -8 -5 -2 21 26 23 -23 -25 -24 27 -3 -28 -30
right_child=2 7 3 6 -6 10 17 -9 -10 -11 11 -13 13 14 -16 -17 -18 -19 -20 -21 -22 22 25 24 -26 -27 28 -29 29 -31
leaf_value=-0.00013024845351788434 0.0015701637327125127 0.00071790745027028465 -0.00072858302610177296 0.0008349713762169106 -0.0031512408724250164 0.001474719357318072 -0.0015748048063831716 -0.0017287983329127583 0.0029480115701343858 -0.0032517244094182104 -0.0041029114593089337 0.00019068757361523066 0.0016396404855935133 -0.0035334804254404059 -0.0049348469099101894 0.0028760114560312162 -0.0033235599169853212 -4.6649636678876251e-06 -0.0042098326358083705 -0.002055108816108266 0.0029376630298422156 0.0010647268151195296 -0.00090661279095754306 -8.6869272879990466e-05 -0.0046048944581231722 0.0023673749728209941 0.0024416374704209062 -0.0028365793686184666 0.00069205333442952225 0.0019544045771327226
leaf_weight=138.68633622769266 3.9463721513748187 6.6851288825273496 13.979626402258871 1.7410980574786652 8.4283991232514364 12.208058886229994 15.257780475309117 6.5470657744444898 9.0054353103041631 5.0862713530659667 3.4361647106707087 8.4513303097337467 38.714740309864283 2.2654673699289551 2.2624029591679573 3.1576208770275116 8.5991771742701513 119.38288811221719 4.4906210470944643 5.9292227737605572 6.3127379268407813 3.1931045576930073 5.6836471632122976 3.835484139621256 5.9265356957912445 6.179154746234417 12.957499288022516 4.5413332134485245 140.24721816182137 22.351258516311646
leaf_count=1155 15 24 70 20 101 48 444 95 23 26 45 65 123 79 19 8 138 1161 57 43 21 12 23 16 57 18 47 23 578 79
internal_value=0.000149766 0.000394232 -0.000215829 5.80741e-06 -0.00109045 -0.000682444 -0.000298397 0.000699148 0.000767664 0.000679614 0.000228953 -0.00105041 0.000715548 0.00115064 -0.00131263 0.000198479 -0.00187113 -0.000182597 -0.00280035 -0.000606419 0.000771375 0.000706747 -0.000594287 -0.00186988 -0.00282977 0.000798758 0.000879617 -0.000719955 0.000981906 0.00086558
internal_weight=629.489 377.238 252.251 201.252 50.9987 42.5703 140.872 238.552 232.005 222.999 24.0956 11.8875 60.3799 46.4002 7.68549 5.42309 18.4748 134.641 6.23172 9.87559 217.913 211.6 24.8179 12.9551 9.76202 11.8628 186.782 11.2265 175.556 162.598
internal_count=4633 2197 2436 1981 455 354 1682 1042 947 924 158 110 299 229 106 87 196 1605 77 58 898 877 126 85 73 41 751 47 704 657
is_linear=0
shrinkage=0.00321496


Tree=263
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 2 2 2 0 1 2 0 0 0 2 0 0 1 2 0 2 1 2 1 2 2 0 2 1 1
split_gain=8.11893 9.00386 6.95586 6.11604 5.34089 5.87859 3.81445 3.1548 3.05193 4.08608 3.57257 4.89876 4.41085 3.98443 3.85823 6.69764 5.15116 3.94015 3.76811 3.76504 3.75244 3.9364 3.23492 3.20952 2.92933 3.10589 3.69308 3.49744 2.82449 3.01879
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 44.279556297950009 0.4529056016000001 44.749265482150008 49.064150740050003 47.927946529500012 0.47847369840000004 0.34515433670000012 41.873095646600007 0.41973294215000007 0.47787491390000009 0.47774018740000007 48.109449608500007 0.45798030000000006 0.47568935060000012 0.3447651268000001 41.243661560350013 0.47673722340000008 42.783136484500005 0.34548366815000003 41.741384785950011 0.35799826355000003 38.238138001450004 35.374259656300005 0.54413041525000005 37.232443001650005 0.49284452560000008 0.45824975300000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 -3 6 28 24 -5 10 -10 11 18 13 14 15 -12 17 -17 -1 -18 -21 -22 -13 -19 25 26 -4 -27 29 -6
right_child=2 3 4 7 5 -7 -8 -9 9 -11 12 22 -14 -15 -16 16 19 23 -20 20 21 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0035200343447518668 -0.0015577631888121261 0.0009778849739895993 0.0037891879195312696 -0.002729716499982496 -0.0031259335630004453 0.000325044366479298 -0.0024009120058308018 0.00052359552985623079 -0.0050291410026745958 -3.1380872981321171e-05 -0.0031015243879180272 0.00055225025169695614 -0.0044723286355137096 0.0028539808213705045 0.00067373470106712053 0.0028443542842910888 -0.0041011136667853838 -0.0023193759209049563 0.0027662810940343799 0.0011213592637388523 0.00033842421405452799 -0.0046229097850510438 0.0032861878603343835 0.0019970915099984084 0.00059946191359071927 -0.004221986167528646 -0.00097901321126837968 -0.00045437101460534852 -0.0034432949443971629 -0.00069014425058526614
leaf_weight=4.9251972367055705 36.252669980283827 239.81107463687658 2.7709985524415996 7.2212611921131593 6.6552046304568639 29.860313579440117 5.1921952972188583 5.4901286214590073 3.0783413760364047 3.855791337788105 12.522698494605718 54.05456577334553 2.8902312591671935 3.7383443042635909 18.150286465883255 7.0681781172752363 4.3466941118240383 4.3473849967122078 1.2511959187686441 6.5021736323833448 3.1177682429552078 3.6118746250867844 4.9427518993616095 3.0790544226765633 124.01346389017999 4.135034464299677 4.3961490644142032 6.8471135329455137 6.9603646458126596 26.61582285631448
leaf_count=217 479 934 7 63 77 258 77 25 24 20 273 265 27 10 75 22 59 40 19 26 17 30 13 11 552 58 64 57 514 320
internal_value=0.000205352 0.000495963 -0.000245977 0.000861984 -2.72759e-05 -0.000762332 0.000322365 -0.00132459 -0.000157323 -0.00225009 -4.94695e-05 0.000494352 -0.00056036 -0.000390298 -0.000583588 -0.00109531 -0.000312003 0.00111561 -0.00224657 -0.00148916 -0.000631128 -0.00232438 0.000781298 -0.000529738 0.000421827 -0.000791945 0.000864493 -0.00187297 -0.0015694 -0.00117738
internal_weight=647.704 394.005 253.699 252.522 217.447 70.0917 147.355 12.7114 141.483 6.93413 134.548 65.1737 69.3747 66.4845 62.7461 44.5958 32.0731 14.4946 6.17639 17.5785 13.2318 6.72964 58.9973 7.42644 142.163 18.1493 7.16715 10.9821 40.2314 33.271
internal_count=4633 2170 2463 1022 1984 1169 815 88 1148 44 1104 514 590 563 553 478 205 73 236 132 73 47 278 51 738 186 71 115 911 397
is_linear=0
shrinkage=0.00323475


Tree=264
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 2 0 0 1 0 1 1 2 2 2 2 2 0 0 0 0 1 1 2 0 1 0 0 2 0
split_gain=1.28387 3.31087 2.29568 3.21431 2.30035 3.61674 2.45754 3.62905 2.35167 6.55844 1.96035 3.74717 3.27645 3.01825 1.88858 3.54448 1.83709 1.62286 2.86415 1.96625 1.5147 2.5709 3.09322 4.48069 2.03138 2.45076 1.70844 2.98517 7.23008 2.63165
threshold=0.4529056016000001 0.56065686655000013 44.749265482150008 0.5641597557000001 46.095286511800005 47.74983977685001 0.61797550970000004 0.64803449000000013 0.48616807880000007 0.61400856260000014 0.45824975300000009 0.46097422230000007 42.527280425250005 42.498713093000006 41.808689985400001 41.772405911750006 49.292797572200008 0.56915960600000015 0.62143349005000015 0.63528038085000016 0.47721625100000004 0.34524415440000006 0.34536391125000004 42.720329370750001 0.47604862130000009 0.35696536035000009 0.47787491390000009 0.47880302985000006 40.518963363600001 0.47943175355000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 3 -3 -4 -6 8 -8 -7 -10 -5 -12 13 14 15 17 20 -13 -19 -20 21 -1 -23 24 25 -24 -22 28 -28 -29
right_child=1 2 4 10 5 6 7 -9 9 -11 11 12 -14 -15 -16 -17 -18 18 19 -21 26 22 23 -25 -26 -27 27 29 -30 -31
leaf_value=0.00043576076024055561 -0.039937845113283341 0.009710123478102255 0.021618324321750614 -0.029145378537287624 -0.032678443521433023 0.022452163050328575 -0.038376325509383954 0.0029565047527847603 -0.028950069709147177 0.024622465079955788 0.017210987526883655 0.0090361128645882176 -0.028157860482084521 0.043387748920950618 -0.032767542352995352 0.045603363041868218 -0.010662490016249049 -0.027270495459483242 0.016131126520161049 -0.026753970854221515 0.0087420553342457512 -0.034703484285765793 -0.030955383634029235 -0.022703212918566217 0.016702910275422672 0.0046220870574740875 0.008127414513314727 0.013204637772536788 -0.024125142706591926 0.0014215150471689286
leaf_weight=62.432508517056704 1.4600076973438252 6.0494441650807884 3.7408057935535934 3.0332179870456484 1.8448568391613687 5.5179864354431647 1.7852179678156961 4.8887357413768768 2.6319940155372024 3.0219092927873135 3.142452213913205 2.4547528568655217 5.50187516468577 0.73786625731736499 1.6752571989782161 0.80582219734788019 8.3232818038668466 4.356236876687035 2.2643808505963539 0.92783512757159758 20.160722874104977 2.6757886528503176 1.6692046928219513 6.1434853519313029 4.4501886256039143 4.168635243549943 8.1595631092786807 12.051288112998007 8.9962232671678048 367.19694236759096
leaf_count=702 20 27 13 58 42 20 21 73 68 14 21 14 207 2 73 4 160 207 58 229 74 42 29 124 15 50 29 51 72 2114
internal_value=0.00050414 -0.00306631 -0.00207639 -0.00651207 0.00378241 0.000393972 0.00381291 -0.00809963 0.0109293 -0.000316517 -0.0104533 -0.00786041 -0.0120681 -0.00537303 -0.00825497 -0.00445585 0.000897831 -0.00848844 -0.0141874 0.00366634 0.001091 -0.00200151 -0.0099652 -0.00593669 0.00407542 -0.00555053 0.00169634 0.001338 -0.00878532 0.00179594
internal_weight=562.268 55.8407 54.3806 30.9491 23.4315 19.6907 17.8458 6.67395 11.1719 5.6539 24.8997 21.8665 18.724 13.2222 12.4843 10.809 506.428 10.0032 7.54845 3.19222 498.105 81.5398 19.1073 16.4315 10.288 5.83784 416.565 396.404 17.1558 379.248
internal_count=4633 1171 1151 900 251 238 196 94 102 82 873 815 794 587 585 512 3462 508 494 287 3302 962 260 218 94 79 2340 2266 101 2165
is_linear=0
shrinkage=0.0248114


Tree=265
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 1 2 1 2 1 2 2 1 1 2 2 0 0 2 2 2 0 2 2 2 1 1 2 0
split_gain=7.14728 7.02161 6.80576 4.79137 4.98443 7.12347 4.10432 3.8694 3.7979 3.78106 3.37183 4.54335 4.21882 4.19748 3.34016 4.38313 9.47562 3.30608 3.24827 3.41782 4.58685 5.88238 3.16541 3.02732 7.1895 3.2979 3.48438 9.9276 2.89486 5.38681
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 0.5485614203000001 0.4172030777500001 0.40651477500000005 0.43540612555000008 44.279556297950009 0.4529056016000001 44.749265482150008 0.42111014640000005 39.788107623550012 39.262923716450011 0.42802610700000004 0.40437412050000004 40.300545846000013 41.489621506400006 0.53998383280000006 0.57212358910000016 46.645430295100006 40.94178426300001 40.00488309970001 0.5641597557000001 44.202975721700007 43.968221017800005 42.654057868200006 0.39431454150000006 0.39563186730000005 41.873095646600007 0.47787491390000009
decision_type=2 2 2 2 2 2 2 2 2 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 23 4 5 -4 14 -3 18 22 11 -6 -12 -14 -5 -16 -17 -7 -8 20 21 -20 -10 24 25 26 -2 -28 -1 -30
right_child=2 7 3 6 10 17 8 -9 9 -11 12 -13 13 -15 15 16 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=0.00036444692442657195 -0.0029183832673096519 0.00095398907917539045 0.00045719002208827647 0.00090533567694939265 -0.00029867495409222224 -0.0007960501567226202 0.0012108396149292638 -0.0011371202489292376 0.00067030384652309492 0.00034359798332529354 0.0026003950759286797 0.0031063690251694992 -0.003507469693199876 0.00079364151843660537 -0.0044049391720417663 0.0019435805122778348 -0.0046227899268408285 -0.0058465674621800429 -0.0039522532602427841 0.0016771775869311133 -0.0049031411200944255 0.0031630002299438131 -0.0019175733105207594 -0.0038832456896747336 0.0035966944489860542 -0.0043602983996449147 0.0036526548223230959 -0.0023489315059377893 -0.00042092686544100609 -0.0047179244909492067
leaf_weight=68.974792114924639 9.409501135349279 234.65801636129618 26.877139199525118 4.7664481904357698 6.5557098984718349 2.8893829807639113 33.964774195104837 11.691420491784809 7.3752097934484473 25.7036212394014 6.3850605413317707 19.907076872885227 4.8599680066108686 6.9236003719270229 8.0684330780059117 6.2217278331518155 4.9792316434904933 3.7459116652607918 2.6252484172582609 4.7899114228785029 4.0065545365214348 3.3009518682956696 30.748745155055076 6.2901592035777858 3.516746297478675 5.111905960366129 5.4546907842159262 9.5274708867073041 63.999253133311868 3.8951270207762709
leaf_count=547 91 934 118 50 26 13 125 88 35 256 21 53 25 27 105 20 56 31 67 36 38 9 873 185 11 68 16 108 563 38
internal_value=0.000190933 0.000496814 -0.000270552 -2.20717e-05 0.000678495 -0.000355476 -0.000422984 0.000854748 -0.000138716 -0.000707964 0.00145487 0.00226283 0.000278081 -0.000980292 -0.00175368 -0.00241141 -0.000975409 -0.00364729 0.000607549 -0.000784227 -0.0019712 1.10129e-05 -0.00141694 -0.00162763 -0.00119795 -0.00176946 -0.00122648 -0.00016388 -0.000147427 -0.000667447
internal_weight=637.224 383.219 254.005 214.695 78.1438 33.5124 136.551 246.349 112.515 63.8276 44.6314 26.4628 18.1686 11.7836 24.0358 19.2694 11.201 6.63529 48.6874 14.7227 9.93275 5.9262 38.124 39.3105 33.0203 29.5036 24.3917 14.9822 136.869 67.8944
internal_count=4633 2170 2463 1984 314 162 1670 1022 1439 1164 152 79 73 52 231 181 76 44 275 150 114 76 908 479 294 283 215 124 1148 601
is_linear=0
shrinkage=0.00354757


Tree=266
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 1 2 0 0 2 2 0 2 1 2 2 1 0 1 2 2 0 0 1 2 0 0 2 2 2
split_gain=1.32844 3.99425 2.42439 1.91774 1.87468 1.78884 1.77889 1.50262 3.32651 2.10674 3.61636 2.37431 2.87124 1.46269 1.32251 2.44905 1.4926 3.50796 1.86129 2.57753 3.75732 3.50069 2.23687 2.35839 2.36358 1.44163 1.7154 1.62408 2.01133 1.31654
threshold=0.52432561900000019 0.52688542260000015 0.39019789825000006 33.036871954450007 0.47721625100000004 0.3979222179000001 33.361153777850006 0.47550971530000002 0.47396784530000008 42.720329370750001 42.455548714850003 0.47697673720000006 41.404176814550006 0.34482500525000009 48.823707093150006 48.96897326980001 0.34422622080000004 0.45995628875000011 0.31118828780000007 45.044778924400006 44.952171034750002 0.41973294215000007 0.41160444300000004 0.32012514595000008 38.060777288450005 0.45995628875000011 0.46898296455000005 41.835830569250014 39.476991512000005 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=4 2 -2 -3 7 -4 -5 8 14 10 11 12 -9 -11 16 -16 18 -18 19 20 21 -1 -20 24 -24 27 -27 28 -25 -6
right_child=1 3 5 6 29 -7 -8 9 -10 13 -12 -13 -14 -15 15 -17 17 -19 22 -21 -22 -23 23 25 -26 26 -28 -29 -30 -31
leaf_value=-0.029555756204327509 0.0047349419716455846 -0.030402934171288244 -0.033745778865791193 0.026870175118373033 0.0033404836960070341 0.0027639871213804069 -0.00036315241907434521 -0.005599701897942011 0.014143289136402297 -0.0029495224858049657 0.020644650942182027 0.0023072935074157611 -0.042190461042815111 -0.032261999403248379 0.020293758366335506 -0.004223811500376597 -0.029586999846182634 0.0048880382039589712 0.019375999385772266 -0.038309706571342909 0.049558859991952336 0.032291831186051216 0.0066192040280868654 -2.8422368112471156e-05 -0.041871889738204625 -0.019022911555416248 0.0051621444294476879 -0.0093351421987041879 0.026256910794587401 -0.0031676914786162593
leaf_weight=2.6844141934998329 2.2887560650706273 1.4900236329995085 5.239860400557518 1.7081642579287279 228.98620199970901 1.1574577218852935 210.55503309157211 3.4868397042155284 10.121531698852776 1.8142636269330967 3.5095150992274275 5.6927871853113174 2.6788651719689369 3.5670160353183746 4.6909953504800779 7.4477953836321831 4.8157343973871303 3.6771534169092774 3.9619228506926474 2.2002412416040897 0.78682478517293919 0.85162743926048268 1.1243610903620749 4.0153771229088324 1.9273276366293428 4.2709777690470201 4.0235571004450321 3.0269415788352481 4.2155124954879284 24.28675077133812
leaf_count=167 15 161 81 9 1067 30 2087 23 52 15 13 22 29 58 12 41 231 26 69 27 3 2 23 28 31 32 25 34 17 203
internal_value=0.000522113 -0.00107289 -0.0187411 -0.000354923 0.00157221 -0.0271401 -0.000143995 -0.00185358 0.000165933 -0.00806729 -0.00305571 -0.0100698 -0.0214976 -0.0223795 -0.00246754 0.00525092 -0.00472075 -0.0146604 -0.00216957 -0.014891 -0.00297144 -0.0146603 0.000954106 -0.00227479 -0.0240059 0.00111695 -0.0072911 0.00731182 0.0134338 0.0027164
internal_weight=560.304 222.439 8.68607 213.753 337.865 6.39732 212.263 84.5916 63.8423 20.7493 15.368 11.8585 6.1657 5.38128 53.7208 12.1388 41.582 8.49289 33.0891 6.52311 4.32287 3.53604 26.566 22.6041 3.05169 19.5524 8.29453 11.2578 8.23089 253.273
internal_count=4633 2383 126 2257 2250 111 2096 980 820 160 87 74 52 73 768 53 715 257 458 199 172 169 259 190 54 136 57 79 45 1270
is_linear=0
shrinkage=0.0265789


Tree=267
num_leaves=31
num_cat=0
split_feature=2 0 2 2 1 0 1 1 0 0 1 1 0 0 1 0 0 0 1 2 2 2 1 2 1 1 1 0 0 2
split_gain=1.13246 1.26222 1.02757 1.61478 1.40222 2.45283 1.80025 1.15431 2.19915 1.31375 1.72357 1.07801 6.0219 2.5463 1.94683 2.75589 5.74998 4.49601 2.61793 2.60828 2.02441 3.10836 2.93536 3.6283 2.53224 2.96962 6.84188 2.98441 4.79514 3.53928
threshold=51.757767929250001 0.61400856260000014 32.724174661450007 35.119813570500007 0.38045268105000002 0.53017873715000008 0.31753540315000006 0.34377713240000007 0.49820364660000011 0.54450465555000005 0.43643902880000007 0.34007963835000005 0.45995628875000011 0.45350438610000005 0.37227927305000003 0.5116313883000001 0.50291907430000016 0.50035927070000008 0.37407562650000009 38.621016321050007 40.148327922700012 40.518963363600001 0.34569324270000007 39.476991512000005 0.34569324270000007 0.34545372890000009 0.34542378970000004 0.47550971530000002 0.47673722340000008 41.873095646600007
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -6 -1 -4 -9 -10 -11 12 -5 -13 15 16 17 19 -16 -15 22 -22 23 -21 25 26 27 -23 -29 -30
right_child=1 -3 3 11 5 -7 -8 8 9 10 -12 13 -14 14 18 -17 -18 -19 -20 20 21 24 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.014049855599919758 -0.024119383641440263 0.0019840470963276629 0.019666234877833189 -0.00054099926669688811 0.017889522171656388 -0.025641620094690017 -0.032121071023031952 -0.016754408490351719 0.013133379214203699 0.006442794172947847 -0.025025565125273399 -0.024401176329829924 -0.034038645716181662 0.010847078887513942 -0.01952919706711629 -0.01583975972108485 0.016853257552985942 -0.019773426633579338 -0.00034737938104892688 0.01275162894366824 0.012944088711755177 0.012506333158239909 -0.019655666725828694 -0.0091842272300559549 0.0047991359090974062 -0.009644043418331083 0.024548721665338846 -0.023265064670682283 0.0039337901098545685 -0.0078174654767698519
leaf_weight=0.56661312934011165 2.0598545398097481 1.8149846913293002 3.1824045106768635 30.637532480992377 1.7909464016556742 1.0812000582227481 1.966193896718323 2.1671993229538193 8.9340501949191076 3.4721863251179448 1.2268885880475862 2.109264046419411 3.0758745595812789 16.646001901477575 3.7600780427455893 4.3042589910328379 13.832701448351143 4.9742309376597396 257.19342348992359 6.6080551594495835 13.107678048312662 7.4464575350284568 5.4343561083078376 9.6816000789403898 65.530889794230461 17.133488608524203 5.8668541125953189 5.4313706979155532 33.163191877305508 22.343460638076067
leaf_count=14 136 24 19 372 7 146 74 24 33 23 82 142 41 73 33 38 61 30 2257 23 51 31 33 44 383 100 24 70 127 118
internal_value=0.000402448 -0.0118925 0.000488649 0.000586447 -0.00941358 0.00150252 -0.0217922 0.00712632 0.00460061 0.00799533 -0.00177333 0.000351449 -0.00359719 0.000620618 0.00072779 0.00225128 0.00259401 0.00166957 -0.00062377 0.00218141 0.00142912 0.00226734 -0.00513121 -0.000285736 0.00137548 -0.00107959 0.000896661 -0.0011325 -0.00279913 -0.000796521
internal_weight=556.543 3.87484 552.668 547.263 5.40495 2.87215 2.53281 18.9827 15.8003 13.6331 4.69907 528.281 33.7134 494.567 492.458 231.505 227.2 213.368 260.954 208.393 191.747 170.023 21.724 16.2897 156.916 91.3848 74.2513 68.3845 60.938 55.5067
internal_count=4633 160 4473 4232 241 153 88 181 162 138 105 4051 413 3638 3496 1206 1168 1107 2290 1077 1004 904 100 67 853 470 370 346 315 245
is_linear=0
shrinkage=0.0228222


Tree=268
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 1 0 2 0 2 0 2 2 0 2 2 2 0 2 0 1 2 1 1 2 1 0 1 2 0
split_gain=1.01603 0.993146 1.95845 0.951478 4.33533 0.923393 2.80248 4.8949 4.55806 5.03524 4.86557 3.99275 3.73876 2.53129 2.16614 2.14601 4.45775 3.95116 3.7065 3.27732 2.88765 1.99374 4.93363 2.92179 3.92804 2.46602 2.51216 1.88483 1.88111 1.80545
threshold=0.5225142959500001 0.39587138110000003 0.3733870243500001 0.58454836680000011 0.57854555250000017 0.3584174126500001 0.48185683060000012 41.319407281650008 0.48368312325000012 43.157831852650006 0.48654231910000006 42.620627117000005 42.546237522150008 0.48458129995000004 39.852039223600009 41.965446242000006 42.686561923500008 0.47568935060000012 41.16018805045001 0.47976108500000009 0.3453339720000001 40.574766824850009 0.34560342505000002 0.34569324270000007 38.474425342400004 0.34494476210000008 0.47847369840000004 0.34542378970000004 40.250747516500006 0.47396784530000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 13 12 10 -10 -12 -9 -8 -15 18 17 -17 21 20 -20 23 -23 25 -25 26 29 -19 -27 -3
right_child=3 5 -4 -5 -6 -7 7 8 9 -11 11 -13 -14 14 -16 16 -18 27 19 -21 -22 22 -24 24 -26 28 -28 -29 -30 -31
leaf_value=0.0090074048241985567 -0.026103858298165108 -0.0025974420466439423 -0.028083227807565989 -0.029691021747086554 0.043014706597227538 -0.00030289587298533671 0.0041931744695209786 -0.00091247450646339133 -0.024827056259466771 0.010378805937263676 0.0058073047774286277 -0.021682559227439648 0.023628731410256426 0.0039484324535332066 0.024191902228618171 0.0049953841786204538 1.9809639790429213e-05 -0.034415579509068733 0.0054214868402453894 -0.0098177963446606214 0.021552931851520591 -0.021122525831304459 0.016107235957177151 0.0054580091925980675 -0.041404240775630076 0.0035071222708481266 -0.016012105021958357 -0.014143046281708335 0.02245616680509668 0.011916955826952031
leaf_weight=1.4642437994480126 1.6581776011153122 14.948126646224415 2.0241207627113909 1.2511053234920835 0.80430171685293306 313.03877291711979 10.439158178865911 6.9349149763584119 8.5874152034521121 10.240165799856184 11.206411860883234 4.3881022110581389 7.9546655714511871 4.1331094205379513 13.326799649745224 4.3152629174292079 51.159097454510629 4.6503990832716209 15.605224985629325 4.7061729431152335 11.505868487060068 7.7622345779091102 2.9248485155403614 2.0943531263619652 2.1773188207298517 7.2042011374142003 5.5145504698157302 6.6530405394732952 5.5242569227702916 7.7753341719508162
leaf_count=18 259 177 170 115 13 2633 39 26 49 39 47 24 63 25 63 32 326 52 69 21 44 106 9 27 19 39 32 49 17 31
internal_value=0.000393009 0.000479271 -0.0125144 -0.0123424 -0.00352816 0.000562475 0.00173148 0.00553211 0.000905362 -0.00397959 -0.0100598 -0.001928 0.0121985 0.0137099 0.0193999 -0.00016762 -0.00346778 -0.0148914 0.00234402 0.00900091 0.0122676 -0.00144326 -0.0109335 0.000798713 -0.0184282 0.00280355 -0.00122063 -0.0224835 0.0117312 0.00236898
internal_weight=551.972 548.258 3.48836 3.71358 2.46248 544.77 231.731 77.2107 49.3117 34.4221 24.1819 15.5945 14.8896 27.8991 17.4599 154.52 66.7778 15.6187 87.7425 31.8173 27.1111 55.9252 10.6871 45.2381 4.27167 40.9665 28.238 11.3034 12.7285 22.7235
internal_count=4633 4246 188 387 272 4058 1425 375 248 159 120 71 89 127 88 1050 459 133 591 134 113 457 115 342 46 296 240 101 56 208
is_linear=0
shrinkage=0.0244299


Tree=269
num_leaves=31
num_cat=0
split_feature=2 0 2 2 1 0 1 1 0 0 1 2 2 0 1 2 2 1 1 0 0 0 2 0 1 2 2 2 2 0
split_gain=0.950374 1.19216 0.858229 1.37963 1.21108 2.14614 1.65119 1.05452 1.8382 1.10448 1.61334 1.4464 0.971268 4.23327 3.08983 2.39499 2.11866 1.74542 1.51233 3.86045 2.18239 3.1003 1.30146 2.54634 1.41913 1.03195 5.5814 2.48379 4.91578 3.51998
threshold=51.757767929250001 0.61400856260000014 32.724174661450007 35.119813570500007 0.38045268105000002 0.53017873715000008 0.31753540315000006 0.34377713240000007 0.49820364660000011 0.54450465555000005 0.40437412050000004 33.361153777850006 37.041406607950009 0.5296248615500001 0.46280051495000007 36.558960102350007 36.257608591500009 0.46636328255000009 0.38772791230000009 0.5195503128500002 0.4995209724000001 0.49820364660000011 37.765550062200006 0.52324780695000006 0.4529056016000001 40.300545846000013 40.467253020850002 40.003678352300007 39.896141435400004 0.53998383280000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 6 -6 -1 -4 -9 -10 -11 -12 13 15 -15 16 18 -16 19 20 21 -5 23 -14 -25 27 -27 28 -24 -29
right_child=1 -3 3 12 5 -7 -8 8 9 10 11 -13 22 14 17 -17 -18 -19 -20 -21 -22 -23 25 24 -26 26 -28 29 -30 -31
leaf_value=0.014194257282955855 -0.025009984523061926 0.0021002844857743496 0.019833985615360018 -0.010702479165974469 0.017608524764565894 -0.026520809244111061 -0.032858447973088928 -0.015815206502467972 0.012731741487825696 0.017785523333330458 0.0066636275187307425 -0.026535254421030167 0.015863305224616441 -0.031853674929101322 0.036738747231545653 -0.012591838287245374 0.0223106248360046 -0.024744683374198426 -0.015267208059834595 0.030846787673989778 -0.022258047741386705 0.027613584060240125 -0.0017874185529121141 -0.0090171478291491761 0.012733624114731241 0.015529909690739818 0.00033049614824372659 -0.0025415084691339019 0.017535432167492281 -0.025069043125921706
leaf_weight=0.55146898888051454 1.8708668141625815 1.8020536787807939 2.9957059174776104 2.8189136199653202 1.7139343060553076 0.98036320111714292 1.798341827932745 2.1831248318776479 8.6795672178268415 1.5786036252975453 1.3279323822353037 1.6848778679268432 8.8246708959341067 4.3445323579944661 0.6709700822830198 5.6632860647514454 3.3256442546844474 0.42792927334085107 2.5832655746489754 2.4777481853961945 2.3731986731290817 2.074421763420105 87.786438820767216 5.735803875140844 2.411010401439853 14.22885207668878 349.15040156873874 12.220655442215504 8.1414152039214951 5.7821731398580587
leaf_count=14 136 24 19 56 7 146 74 24 33 4 23 78 44 72 1 40 17 54 19 5 13 6 575 49 36 71 2821 65 32 75
internal_value=0.000351213 -0.0117088 0.000432558 0.000523876 -0.0093343 0.00155136 -0.0218158 0.00691675 0.0044128 0.00774038 -0.00169523 -0.0119024 0.000297508 -0.00411662 -0.0228399 0.000664623 0.00546078 0.0127961 0.000915138 0.00520517 -0.00353813 0.00554077 0.000536484 0.00700992 -0.00258011 0.000306311 0.00092566 -0.00166909 -0.000147485 -0.00977693
internal_weight=548.208 3.67292 544.535 539.491 5.04411 2.6943 2.34981 18.4498 15.4541 13.271 4.59141 3.01281 521.041 26.7599 5.44343 21.3165 15.6532 1.0989 12.3275 9.74428 7.26653 4.89334 494.281 16.9715 8.14681 477.31 363.379 113.931 95.9279 18.0028
internal_count=4633 160 4473 4232 241 153 88 181 162 138 105 101 4051 283 127 156 116 55 99 80 75 62 3768 129 85 3639 2892 747 607 140
is_linear=0
shrinkage=0.0237885


Tree=270
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 1 0 2 1 1 2 0 0 2 2 2 2 2 1 2 2 0 2 1 2 2 0 2 2
split_gain=5.52131 6.47831 5.81597 4.31719 3.81459 3.61006 3.80667 3.34365 3.5935 3.00966 5.27818 4.41192 3.72685 2.97283 2.79529 4.32422 6.13268 2.71631 4.72724 3.5607 2.68946 4.59562 3.29123 3.81677 3.76228 2.67514 6.51144 2.63889 2.72956 5.43688
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 0.54504356155000011 44.279556297950009 0.47847369840000004 0.34515433670000012 0.5380527529500001 43.61821939175001 0.43540612555000008 0.4529056016000001 44.749265482150008 0.57212358910000016 0.51017933595000009 46.645430295100006 40.94178426300001 40.00488309970001 41.362929270750008 40.806664626150003 0.43075057630000008 46.095286511800005 47.74983977685001 0.61797550970000004 50.189067467950004 0.50214065445000011 44.202975721700007 43.968221017800005 0.47721625100000004 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=1 5 25 7 -3 27 -7 8 -4 17 12 -12 -11 -6 15 16 -14 18 19 -5 -13 -22 23 -23 -24 26 -2 -1 -29 -30
right_child=2 4 3 9 13 6 -8 -9 -10 10 11 20 14 -15 -16 -17 -18 -19 -20 -21 21 22 24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00036285643172823568 -0.0017707934736688803 0.00094261899265218679 -0.0021575704573042424 -0.00070659879522254798 0.00039106237406313346 -0.0058185195230769683 -0.00030661670740222404 0.0012795943270830698 0.0013236193528635789 0.0014848259751295597 -0.0015528285213222113 0.0030473443189281729 -0.0041455697540940476 -0.0033740935129326832 0.0016059971276437756 -0.0050122515951133029 0.0034266989428257248 -0.0028395593460472839 0.0022852229734425279 -0.0049768804124077247 -0.0049612045754004706 0.0035421326364473557 -0.0061952038459200066 -0.00041434356279815396 -2.4029506010738305e-05 -0.004010643796458619 0.0037062108851255 0.0016649865931609993 -0.0026225059081322476 0.0024318379134645692
leaf_weight=91.103009306825697 27.610694680362943 229.54124905541539 9.3321689665317553 12.404060490429403 6.6940538883209211 3.1083259396255007 3.8128178045153618 48.756375642493367 7.162827990949153 35.39281290397048 38.86689339671284 4.361563507467511 2.622939554974435 5.0113338846713305 4.6370481606572858 3.7174606993794441 3.3014781028032303 10.967049102298914 5.766034707427024 3.400009721517562 2.3990244492888477 6.5636285245418566 1.8010594733059395 6.7683165855705738 5.3922093147411942 5.3626208086498073 3.3235775828361502 20.913677431643009 7.0792599916458112 4.9368307739496231
leaf_count=973 283 934 61 96 29 24 20 173 30 127 909 15 67 59 36 38 9 122 17 41 43 21 15 85 79 185 11 64 51 16
internal_value=0.000192936 0.000478312 -0.000232085 3.84919e-07 0.000837645 -0.000183661 -0.00278204 0.000792848 -0.00064589 -0.000348151 -6.908e-05 -0.000752912 0.000841646 -0.00122088 -0.000752589 -0.0018869 7.42001e-05 -0.00134158 -0.000579944 -0.00162529 0.000386518 -0.00011973 0.00044615 0.00153352 -0.00156918 -0.00160021 -0.00118234 -3.86684e-05 0.000858225 -0.00054592
internal_weight=622.11 372.201 249.91 213.613 241.247 130.954 6.92114 65.2514 16.495 148.362 115.824 66.1527 49.6717 11.7054 14.2789 9.64188 5.92442 32.5372 21.5701 15.8041 27.2858 22.9242 20.5252 13.3319 7.19327 36.2969 30.9343 124.033 32.9298 12.0161
internal_count=4633 2170 2463 1984 1022 1148 44 264 91 1720 1444 1167 277 88 150 114 76 276 154 137 258 243 200 106 94 479 294 1104 131 67
is_linear=0
shrinkage=0.0036968


Tree=271
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 1 0 2 1 1 0 0 1 1 0 2 1 2 2 1 1 0 1 2 2 0 2 2 2
split_gain=5.29575 6.35262 6.25954 4.61788 3.7862 3.5265 3.84608 3.24435 3.59064 3.24372 4.6327 4.19422 3.64712 3.34624 6.74877 3.7558 3.571 3.31331 3.19215 3.00802 2.94891 2.83085 3.60719 3.44536 2.76639 6.80981 2.74252 2.72768 2.70551 5.33842
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 0.54504356155000011 44.279556297950009 0.47847369840000004 0.34515433670000012 0.5380527529500001 43.61821939175001 0.43540612555000008 0.4529056016000001 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 40.806664626150003 0.44922307715000004 44.749265482150008 47.927946529500012 0.49284452560000008 0.45824975300000009 0.56748300950000019 0.46097422230000007 44.202975721700007 43.968221017800005 0.39587138110000003 42.620627117000005 41.362929270750008 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 5 24 7 -3 26 -7 8 -4 28 11 -11 -13 14 15 -14 -16 -18 20 -6 21 -12 -23 -24 25 -2 -1 -25 29 -5
right_child=2 4 3 9 19 6 -8 -9 -10 10 18 12 13 -15 16 -17 17 -19 -20 -21 -22 22 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.0024161699394467098 -0.0016505337591113682 0.00084256329206228511 -0.0019065271771187878 -0.0015671275849086872 -0.0025914539405857222 -0.0053390516013252379 -0.00023745118816507642 0.0012015860129855724 0.0012586857185336495 0.0024581103354591079 -0.0029917922957367329 -0.0030272060829971983 -0.00018958370077279611 0.0024038920563610429 -0.0045849150597284567 0.0040236394607650865 -0.0016901372084845321 0.0023639747189138334 0.00024229405318618755 0.00084008255903456747 -0.00357022147867449 0.0019234363138298592 0.0019956015889878451 -0.00088046115886802911 -0.0036826206630490754 0.0034400067785893356 6.0238921872357031e-05 -0.0039586697147107816 -0.0026228465721189051 0.0022243897795627791
leaf_weight=5.3459339705295852 28.196208436042074 230.96236791089177 9.4274506680667418 16.186472622677687 6.7889588978141528 3.0832197479903689 3.7526476681232452 48.436229610815644 7.2709256783127776 12.106075968593357 5.9806668097153333 3.6946671754121772 4.4523070827126521 8.1323499232530576 3.3495050724595776 5.3177773300558329 8.8432623241096717 3.1248311623930922 26.51221997756511 5.141723096370697 5.5499671970028421 5.8699227683246162 3.4101767539978054 11.746631882619115 5.6285624322481445 3.3695859834551802 122.33503988105804 4.5838042721152297 11.069450382143257 5.7693582624196997
leaf_count=188 283 934 61 137 63 24 20 173 30 35 77 19 24 25 68 20 77 9 258 25 513 25 21 189 185 11 916 84 122 17
internal_value=0.000167317 0.000419774 -0.000216832 8.98735e-06 0.000746529 -0.000170238 -0.00253845 0.000758098 -0.000528308 -0.000325901 -5.25155e-05 0.000729468 0.000162564 0.000517324 -9.42202e-05 0.00210364 -0.00149609 -0.000631621 -0.000654737 -0.00111258 -0.00129506 -0.000895355 -0.000405788 -0.00109839 -0.00149687 -0.00110713 -4.3447e-05 -0.00174449 -0.00125862 -0.000570826
internal_weight=625.438 377.41 248.028 210.834 242.893 134.517 6.83587 65.1346 16.6984 145.699 112.674 49.0208 36.9147 33.22 25.0877 9.77008 15.3176 11.9681 63.6534 11.9307 37.1412 31.5912 25.6105 19.7406 37.1944 31.5658 127.681 16.3304 33.0253 21.9558
internal_count=4633 2170 2463 1984 1022 1148 44 264 91 1720 1444 277 242 223 198 44 154 86 1167 88 909 396 319 294 479 294 1104 273 276 154
is_linear=0
shrinkage=0.00338432


Tree=272
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 1 2 2 2 1 1 2 1 1 2 0 0 0 2 0 2 1 0 0 1 2 2 0 1
split_gain=5.55703 6.41236 5.84057 4.08899 4.58078 3.44468 6.86788 5.1155 4.91828 4.60699 3.58468 4.16966 3.56073 3.10916 5.46405 6.46778 4.86221 4.29917 4.11461 4.05619 3.66167 4.33873 3.49144 3.19556 3.64502 2.89593 6.33818 6.49064 4.28238 8.21948
threshold=0.39170982905000007 0.39394030120000006 0.47880302985000006 0.47847369840000004 0.34515433670000012 0.39563186730000005 0.39814676205000005 37.232443001650005 36.558960102350007 48.109449608500007 0.45420795785000007 0.45736654595000009 48.109449608500007 0.35585760905000008 0.34575312120000007 41.289992964000007 0.48368312325000012 0.49194634890000005 0.48654231910000006 36.558960102350007 0.48185683060000012 42.844429421150004 0.34527409360000011 0.50035927070000008 0.51657136015000005 0.36880632320000012 38.474425342400004 43.118479346150004 0.50730517050000012 0.37644082515000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 -5 -3 8 -8 -7 -10 12 -12 -9 14 15 -4 20 -15 22 23 21 -17 -18 -19 -25 26 -21 -28 -27 -30
right_child=1 5 13 4 -6 6 7 10 9 -11 11 -13 -14 17 -16 16 18 19 -20 25 -22 -23 -24 24 -26 28 27 -29 29 -31
leaf_value=-4.9285149486289973e-06 -0.0036814330978624694 0.0016552104127830235 0.0014532401385750936 -0.0052355858777170753 -0.00017402389650205606 0.0020443982017734419 -0.0019385668928970116 0.00043287302109644817 -0.0037976605573058955 0.0024610021702595863 -0.0041901507329624599 -0.00039677219602274853 -0.002058280151250323 -0.0021220873391378037 0.0016482964063230393 -0.0016463894148982558 -0.0014306403225737838 0.002903366723050031 0.0001165258933880242 0.0010945369669126774 0.0023765456547234559 0.0012059361418779175 -0.0056798201953333263 -0.0013527021043740475 0.0019162830476671939 0.0019284584401274214 -0.0053952167626663654 1.0019931182842369e-05 -0.0030814685848070613 0.00050431542085339692
leaf_weight=128.03101198538207 5.2116729905828825 10.267242726869879 32.429003000259399 3.2477296181023112 3.9748115614056587 2.1737021133303633 13.816011015092952 135.65551428496838 10.842079505324362 1.3186759650707234 3.0450615100562564 59.397998603060842 5.9887370965443543 6.9469228461384764 66.661692902445793 11.509673558175569 3.9671087116003019 10.388037420809271 5.2928765863180161 7.3022228181362179 6.5447928085923186 9.9302617087960225 3.7698845714330673 5.7245702967047682 8.431729428470133 14.3360558450222 4.7673143297433835 4.1572736613452435 7.5090161934494963 42.886836770921946
leaf_count=1104 91 51 111 24 20 12 393 690 181 10 35 847 120 40 268 59 17 30 20 28 17 35 27 26 27 51 34 30 59 176
internal_value=0.000158416 -0.000211501 0.000394704 -0.000135497 -0.00245004 -0.000136928 -0.000216159 -7.67078e-05 -0.002336 -0.00311899 4.93337e-05 -0.000581758 0.000327547 0.000678648 0.000992926 0.000398074 -0.000436214 0.000287078 -0.00203156 0.000445711 0.000306591 -0.000325288 -0.00350107 0.00157161 0.00059436 0.00010437 -0.00108995 -0.00287734 0.00040376 -2.99688e-05
internal_weight=635.526 247.717 387.809 135.254 7.22254 242.505 232.238 217.903 14.3345 12.1608 204.087 62.4431 141.644 252.555 140.105 73.4436 41.0146 112.45 13.0299 105.503 27.9847 21.4399 7.73699 24.5443 14.1563 80.9587 16.2268 8.92459 64.7319 50.3959
internal_count=4633 2430 2203 1148 44 2339 2288 2085 203 191 1692 882 810 1055 554 286 175 501 64 461 111 94 44 83 53 378 92 64 286 235
is_linear=0
shrinkage=0.00316168


Tree=273
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 2 0 1 2 1 1 2 2 2 2 0 2 2 2 2 2 1 0 2 0 2 2 1 0 0
split_gain=1.04868 2.90917 2.15598 2.73438 1.95906 3.34778 2.31806 3.29176 2.05718 1.79254 3.32418 3.14207 2.62062 1.71468 2.95959 1.62723 3.14442 1.60869 2.2805 2.31357 3.30626 1.51903 1.52836 1.51051 2.25732 2.41355 2.22807 1.9205 5.26891 2.54166
threshold=0.4529056016000001 0.56065686655000013 44.749265482150008 0.5641597557000001 46.095286511800005 47.74983977685001 0.61797550970000004 0.50214065445000011 50.189067467950004 0.45824975300000009 0.46097422230000007 42.527280425250005 42.498713093000006 41.808689985400001 41.772405911750006 0.58035687555000015 52.834037000700008 40.767054867700004 40.722669576350008 39.117456157700005 38.911218973650008 0.49146732130000009 0.62376874945000005 44.461493122800007 0.41973294215000007 43.895345911700005 44.749265482150008 0.37820723930000005 0.53146612375000013 0.53312775065000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=23 -2 3 -3 -4 -6 8 -8 -7 -5 -11 12 13 14 17 -10 -17 18 19 20 21 -12 -23 24 -1 -26 -25 -28 -29 -30
right_child=1 2 4 9 5 6 7 -9 15 10 11 -13 -14 -15 -16 16 -18 -19 -20 -21 -22 22 -24 26 25 -27 27 28 29 -31
leaf_value=-0.015439604859017665 -0.037635740397484546 0.0083577646525344503 0.019878570419437212 -0.027946703388708371 -0.031200113616258199 0.021108106574500386 -0.037437084291275846 0.0022989594590330968 0.016532427287915995 0.015364259683383643 -0.026225218138185145 -0.027121932549838589 0.039556213235691008 -0.031108919259869337 0.039808076531590568 -0.029131099129215104 0.021307885225488935 -0.027289214903883613 0.037377951043490669 -0.029285624924977157 0.029433567764356485 0.025018631944579588 -0.026635373924002025 -0.021359462886646349 0.0010656191045412336 0.010456051225774567 0.0024415188295371067 -0.027885263426798677 0.018706637890588854 -0.0047851981611308258
leaf_weight=4.6730630544479927 1.3586438614875067 6.0798171646893051 3.6745504178106811 2.7887424901127842 1.7472671992145503 5.4802654683589953 1.6074799336493004 4.9601397020742297 2.067070409655571 3.1845144517719772 1.9242827889975127 5.2400127509608856 0.72686308249831277 1.5744714478496469 0.82370628044009286 2.0085136713460092 1.1217076447792349 1.9724839217960832 0.74105820804834355 1.9730255291797218 1.6593539516907183 0.92957062227651455 0.52026812417898327 3.5797186847776166 420.27700702892616 16.567181816324592 29.426141420379281 5.343682573875415 3.2428093850612667 15.507767236791549
leaf_count=348 20 27 13 58 42 21 15 79 16 21 112 207 2 73 4 50 15 95 2 84 16 35 164 46 2404 74 236 190 9 155
internal_value=0.000419219 -0.00276982 -0.00187274 -0.00610145 0.00374979 0.000629281 0.00385421 -0.00742677 0.010793 -0.00975546 -0.00737033 -0.0113736 -0.00494917 -0.00761865 -0.00411091 -8.37555e-05 -0.0110564 -0.00783274 -0.00287923 -0.00713712 0.00154466 -0.0121708 0.00648282 0.000765638 0.00124329 0.00142175 -0.0029277 -0.00169489 -0.00674666 -0.000722414
internal_weight=552.781 54.1638 52.8052 30.1382 22.667 18.9924 17.2452 6.56762 10.6776 24.0584 21.2696 18.0851 12.8451 12.1182 10.5437 5.19729 3.13022 9.72004 7.74756 7.0065 5.03348 3.37412 1.44984 498.617 441.517 436.844 57.1001 53.5204 24.0943 18.7506
internal_count=4633 1171 1151 900 251 238 196 94 102 873 815 794 587 585 512 81 65 508 413 411 327 311 199 3462 2826 2478 636 590 354 164
is_linear=0
shrinkage=0.0241316


Tree=274
num_leaves=31
num_cat=0
split_feature=1 1 1 1 2 0 2 2 1 0 1 1 0 2 0 1 2 2 2 0 2 2 1 2 1 0 2 2 1 1
split_gain=1.32398 0.963521 0.876481 3.69431 0.837939 1.22103 0.808281 1.5485 1.12821 2.25914 1.51617 0.851048 2.75664 4.66451 4.0326 4.67108 4.16093 3.78084 3.48096 2.63877 2.04308 3.77997 3.47972 3.28091 2.87488 3.24254 1.99414 2.38896 7.57103 2.56977
threshold=0.30560462260000004 0.5225142959500001 0.58454836680000011 0.57854555250000017 51.757767929250001 0.61400856260000014 33.036871954450007 33.361153777850006 0.38045268105000002 0.53017873715000008 0.31753540315000006 0.3584174126500001 0.48185683060000012 41.319407281650008 0.48368312325000012 0.34524415440000006 43.157831852650006 42.783136484500005 42.546237522150008 0.48458129995000004 41.965446242000006 42.686561923500008 0.34479506600000004 41.16018805045001 0.34515433670000012 0.47757552170000012 47.74983977685001 44.202975721700007 0.4172030777500001 0.46636328255000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 4 3 -3 6 -6 8 -8 10 -10 -2 12 20 19 18 -16 17 -17 -15 -14 23 22 -22 -9 25 -25 27 29 -29 -13
right_child=1 2 -4 -5 5 -7 7 11 9 -11 -12 26 13 14 15 16 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.029517555051598188 0.015838723843458202 -0.030481272776689602 -0.034417667437682868 0.045070387997424161 -0.02997622346661221 0.0043391389705207169 0.01956711259202959 -0.0015127155860603326 0.016928615236021492 -0.032252433925453496 -0.038606424080459598 0.00036914465476888604 0.0046678246249766365 -0.00079898771210716948 -0.028951926593100044 -0.00071271340231541548 0.015844428948995404 -0.031468458150793903 0.027177326487661212 0.023024910149943598 0.0067880754850852612 -0.00027368335451909603 -0.024323750632600741 0.010439851909833717 0.017182114232209098 -0.019686411767195832 0.0070673183428283052 -0.028465354108615337 0.0050684447592716569 -0.013576162074984162
leaf_weight=1.2027335397433478 0.55014542490243856 1.5223518339917061 1.1855628666817208 0.81057471176609386 1.7703845337964588 1.625556976534426 3.5726038264110676 54.290737052448094 2.2705804258584981 1.1498983807396141 1.7404464452993123 240.17285143164918 10.390492290258409 6.9697661846876127 5.2593349069356909 15.494264744222169 9.506780192255972 4.1392862796783438 7.596357136964798 16.661866471171379 3.9514549262821665 53.483067346736789 11.455507837235926 8.0821325108408946 18.79782073572278 4.571275368332862 27.176590649411082 10.011701442301275 12.216524392832069 11.307872212375512
leaf_count=137 14 259 115 13 136 15 18 417 9 104 75 1510 39 26 28 69 35 27 63 86 22 346 107 36 72 22 185 236 89 323
internal_value=0.000443755 0.000509545 -0.0144024 -0.00423087 0.000605954 -0.0135503 0.000694845 0.00080902 -0.010003 0.000394904 -0.02553 0.000682942 0.00198946 0.00644689 0.00118331 -0.00415522 0.00032016 -0.00719686 0.0137909 0.0159742 -0.000201843 -0.00386784 -0.0163444 0.00274363 0.0100909 -0.000443813 -0.000318597 -0.00105195 -0.0100353 -0.000257908
internal_weight=548.937 547.734 3.51849 2.33293 544.215 3.39594 540.819 535.108 5.71107 3.42048 2.29059 531.536 230.65 76.0181 48.9658 34.3997 29.1403 19.6336 14.5661 27.0524 154.632 68.89 15.407 85.742 31.4512 12.6534 300.886 273.709 22.2282 251.481
internal_count=4633 4496 387 272 4109 151 3958 3756 202 113 89 3738 1395 373 248 159 131 96 89 125 1022 475 129 547 130 58 2343 2158 325 1833
is_linear=0
shrinkage=0.0285878


Tree=275
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 2 1 1 0 2 0 1 2 2 2 2 0 1 1 0 0 1 1 2 2 2 1 1 2 0
split_gain=5.30115 5.45903 4.96938 3.94907 3.09989 3.96745 2.89289 4.35569 4.00745 3.5404 3.03615 4.4971 2.80245 2.8902 2.65652 6.22087 2.45475 4.86835 7.3409 3.52194 3.7342 3.74646 3.14593 5.04347 2.82862 2.44122 2.4589 7.4068 2.41314 4.33227
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.54504356155000011 0.5380527529500001 40.408647214050006 0.43540612555000008 0.43837010870000009 0.57161462230000015 36.772607578000013 0.56065686655000013 0.44512140355000007 42.081757894750005 49.960114208400007 44.202975721700007 43.968221017800005 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.5206281249000001 0.50913146310000013 0.37977904855000005 0.36510882910000009 39.852039223600009 39.262923716450011 42.654057868200006 0.39431454150000006 0.39563186730000005 38.621016321050007 0.50291907430000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 4 5 -4 12 8 -8 -9 -11 -12 -5 -14 15 25 17 18 19 20 28 22 -22 -24 -23 26 -2 -28 -3 -30
right_child=2 16 3 6 -6 -7 7 9 -10 10 11 -13 13 -15 -16 -17 -18 -19 -20 -21 21 24 23 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0002541598624697329 -0.002543474506180185 0.0016918386370559926 -0.0032582965140475692 -0.00065147872615292776 0.0011081242076301774 0.00042713433997072369 0.00035400976469611314 -0.0035970353713481963 0.0039413630104181072 0.0015295966465030159 -0.0035901324987353124 -0.00022115656602446449 -0.004135861658270199 0.00070772174487840594 -0.003635959679854439 0.0033478010490467147 -0.00068851509753849551 0.0031476017116761549 -0.0033473181574895268 0.0032215641583572996 0.0012526085120778097 -0.00092151747158598484 0.00019172173710261904 -0.0047583027893418357 0.002378939618645329 -0.0039762464980764457 0.0028412509714690224 -0.0021060952962527451 0.00050867742403363299 0.0022609986630481248
leaf_weight=98.591974226757884 8.5799956694245427 30.156959652900696 4.5347965359687832 24.752129146829247 48.710951019078493 12.233297128230332 10.263667717576025 3.606743130600079 5.3735138773918143 10.260317474603651 4.7500881478190413 81.228811231907457 5.8423977494239798 1.8331384835764764 5.0242929998785248 3.3285108394920817 14.390380369499324 9.1739111766219121 5.0936862006783477 6.2827408835291854 2.8417521342635181 5.7007782310247404 3.8917669057846052 5.8141906391829252 6.0755222737789154 3.9397173430770627 5.438934624195098 9.2674919012933952 175.53619283437729 17.580164961516857
leaf_count=973 91 105 33 173 173 58 45 272 20 37 43 1027 75 28 185 11 75 23 26 21 11 23 16 58 18 68 16 108 756 65
internal_value=0.000178184 0.000427677 -0.000203748 -9.60171e-06 0.000678497 -0.000569561 -0.000314218 -6.48126e-05 0.00158676 -0.00032347 -0.000200787 -0.000407283 -0.00120241 -0.00297907 -0.00136817 -0.000995264 0.000665605 0.000738275 0.000652926 0.000733185 0.000670042 -0.000582141 -0.00186169 -0.00277351 0.000781224 -0.00152622 -0.00111171 -0.000276399 0.000806459 0.000668198
internal_weight=630.099 381.13 248.969 213.39 65.479 16.7681 147.911 115.483 15.6372 99.846 96.2392 85.9789 32.4277 7.67554 35.5789 30.5547 282.538 268.148 258.974 253.88 247.597 24.324 12.5477 9.70596 11.7763 27.2261 23.2864 14.7064 223.273 193.116
internal_count=4633 2170 2463 1984 264 91 1720 1444 65 1379 1107 1070 276 103 479 294 1197 1122 1099 1073 1052 126 85 74 41 283 215 124 926 821
is_linear=0
shrinkage=0.00336544


Tree=276
num_leaves=31
num_cat=0
split_feature=1 2 0 0 2 2 1 2 2 1 1 1 2 1 0 2 2 2 2 0 0 0 0 0 0 2 2 0 0 2
split_gain=1.22981 1.00732 2.26136 2.83407 2.67562 1.84609 2.35224 1.71994 2.77775 2.55669 1.85233 3.269 2.65109 2.57438 4.08957 3.02538 2.3695 1.7415 2.60763 1.73553 2.08049 1.59788 1.55387 1.8688 1.52783 3.80803 4.5967 3.45105 1.71385 3.51184
threshold=0.30560462260000004 49.247968080500009 0.39672464895000009 0.47648274005000008 49.960114208400007 50.189067467950004 0.48522499325000007 47.927946529500012 45.700098835450007 0.37447980600000008 0.46551001470000003 0.46280051495000007 44.749265482150008 0.4529056016000001 0.58249753000000004 42.620627117000005 37.817254840650008 42.527280425250005 42.498713093000006 0.56685428580000019 0.56748300950000019 0.58745247150000013 0.62143349005000015 0.63528038085000016 0.57212358910000016 40.94178426300001 40.00488309970001 0.56748300950000019 0.56065686655000013 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 7 -3 -4 -5 -6 -7 8 10 -10 11 13 17 24 16 21 -15 18 19 -12 -21 -16 -22 -24 27 26 -26 28 -2 -30
right_child=1 2 3 4 5 6 -8 -9 9 -11 12 -13 -14 14 15 -17 -18 -19 -20 20 22 -23 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.02494562678517262 0.0010796979574382722 -0.031014523333421192 0.017624477885186146 -0.02947016979203192 0.018677286094763611 -0.027064865575041633 0.00082466621039667398 0.0065339488370507815 -0.028275548714311923 -0.0046052898634338897 -0.039124058381800601 0.022177631700002504 0.017631473289710421 0.0058499102687671421 0.011164640842162343 0.030093511821626295 -0.028860420065290583 -0.027620477193013554 0.037977121035163056 0.027571064458272555 -0.017885452067370883 -0.027775339710982241 0.01567759750608818 -0.026247521975827845 -0.02633495873307453 -0.031015517642651841 0.021224151181611674 0.013687359999609922 -0.027358176203964232 0.0015179918831285245
leaf_weight=1.1226226892322291 419.71938409633003 1.7861357107758546 3.340104520320895 2.5811996823176733 2.0476170256733885 2.4445097481366229 6.4672083030454814 27.404504356905818 3.3938585594296482 12.670033825095741 1.0660162195563323 4.2026065215468398 2.1650092843919984 1.4449749728664736 1.134068086743355 1.9708643630146978 5.7230417840182781 2.9744366973172864 0.71485696919262487 0.94502627942711015 5.573886600439435 1.3588460665196178 2.1701046376256277 0.8752157351700588 1.9091345812194029 3.008750980719924 3.174304187297821 12.613535793498157 3.8208768051117641 6.9911346770823002
leaf_count=137 2637 18 11 50 14 123 114 131 97 138 9 15 9 17 9 5 114 146 2 5 245 39 62 247 75 38 9 50 35 32
internal_value=0.000378236 0.000430334 -0.0050989 -0.00235678 -0.00728564 -0.00206063 -0.00682551 0.000626175 0.000302129 -0.00960616 0.000631286 0.000912901 -0.00734797 0.000719829 -0.0105304 0.00766823 -0.0218633 -0.0111247 -0.00679985 -0.00981098 -0.00654379 -0.0100609 -0.0102842 0.00362845 0.00100983 -0.00941933 0.00336287 0.00120028 0.000834435 -0.00868661
internal_weight=546.814 545.691 18.6668 16.8806 13.5405 10.9593 8.91172 527.024 499.62 16.0639 483.556 467.072 16.4846 462.869 11.6318 4.46378 7.16802 14.3195 11.3451 10.6302 9.56423 2.49291 8.61921 3.04532 451.237 8.09219 5.08344 443.145 430.531 10.812
internal_count=4633 4496 330 312 301 251 237 4166 4035 235 3800 3075 725 3060 184 53 131 716 570 568 559 48 554 309 2876 122 84 2754 2704 67
is_linear=0
shrinkage=0.02422


Tree=277
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 2 1 1 2 0 0 0 2 1 0 2 2 0 0 0 0 0 1 1 2 2 0 0 0 0
split_gain=0.863238 0.800132 3.13801 0.743573 3.19694 1.64448 7.53701 2.61349 1.82654 4.69238 1.4831 2.57142 1.95196 2.08576 1.81067 4.11082 1.45852 3.37272 3.1333 1.44055 2.69994 2.73118 1.39561 1.38154 1.32485 2.69919 3.59411 1.34385 3.32687 2.98767
threshold=0.5225142959500001 0.58454836680000011 0.57854555250000017 42.783136484500005 42.982930821650008 42.684965421050009 0.34626208795000007 0.34584293880000011 42.620627117000005 0.49588335680000006 0.57212358910000016 0.56579144335000009 40.00488309970001 0.49146732130000009 0.56345618395000019 38.983591653800012 40.858951393400005 0.58388970390000006 0.60263165775000016 0.48001556840000009 0.48149755995000004 0.50386215985000016 0.44922307715000004 0.43837010870000009 43.067541470150012 43.157831852650006 0.50386215985000016 0.58887458460000019 0.55788748840000013 0.55348642255000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 5 19 8 7 -7 10 -10 11 14 13 -12 -1 -16 22 -18 -19 -5 -21 -22 -14 -13 -6 26 -26 28 29 -27
right_child=1 -3 -4 4 24 6 -8 -9 9 -11 12 23 16 -15 15 -17 17 18 -20 20 21 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.00084494574240305434 -0.022630086152714245 -0.025413454466777684 0.030266746017629145 -0.030282584305199232 0.0092115679293734987 0.0022937460133733447 -0.024071117008404801 0.023992056964655419 -0.031410485930863825 0.0074417596536817962 -0.022766235147002552 0.015711930280952056 0.020910960953761302 0.0083488923627070069 0.0061243830202205602 -0.033463754279596275 -0.027292142446065995 0.015501085190588985 -0.024185480791511858 0.0098267608597101454 -0.034181436097456094 -0.0032544372182717923 -0.0014252516789062218 0.0036134712561822161 -0.03142226717058802 -0.00039414387687844205 0.00090497263793712054 0.0050440437691051413 -0.011754274562360884 0.017705003428405721
leaf_weight=333.22970457328483 1.3788066426059229 1.0977034841198472 0.80470466567203391 1.7660379908047596 6.5796023700386277 3.9743600152432901 2.6427024635486296 6.8501192331314087 2.7397694909013799 2.8986130189150572 4.29635170567781 7.8017597943544414 2.2036780714988691 1.2631186167127451 2.5458231158554545 2.2290550768375397 2.3887339846696705 3.1423775607254356 1.263919386314228 2.3832228630781174 2.4027174040675163 2.8032659641467035 2.9833712291438133 9.4644900942221266 2.9280296084471038 88.974033264676109 3.3309946246445179 20.817784051410854 11.359075023327021 4.3337155804038039
leaf_count=2016 259 115 13 32 39 20 28 60 28 21 228 35 5 86 18 27 32 23 45 7 20 29 38 49 55 836 27 209 208 25
internal_value=0.000296433 -0.0105885 -0.00313565 0.000362623 -0.000924621 0.000847669 0.008157 0.0160252 0.000587566 -0.0114371 0.000769426 0.00106775 -0.00527257 -0.0156968 0.000658453 -0.0123565 -0.000435895 -0.00692446 0.00411724 -0.0129673 -0.00893796 -0.0175282 0.00806412 0.00908016 -0.000110136 -0.000575685 -0.014218 0.000104778 -0.000877621 0.000446478
internal_weight=542.878 3.28121 2.18351 539.596 147.678 391.918 13.4672 10.8245 378.451 5.63838 372.812 355.271 17.5416 5.55947 338.005 4.77488 11.9821 6.79503 4.4063 9.35524 7.58921 5.20598 5.18705 17.2662 138.323 131.744 6.25902 125.485 104.667 93.3077
internal_count=4633 387 272 4246 1487 2759 108 80 2651 49 2602 2145 457 314 2061 45 143 100 68 88 56 49 43 84 1399 1360 82 1278 1069 861
is_linear=0
shrinkage=0.021286


Tree=278
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 0 2 2 0 1 1 2 1 0 2 1 0 1 1 0 0 1 2 1 0 2 1 2 2
split_gain=5.2936 6.30166 7.02946 5.73663 3.52234 4.79163 4.37668 3.7585 3.38943 3.0678 4.01586 6.62208 3.79089 4.24587 3.62137 2.95279 2.74773 2.70295 4.6068 6.97044 3.31149 4.21921 3.20683 7.08176 5.99096 3.07905 4.18017 7.33028 6.92551 4.09303
threshold=0.39078171310000004 0.5380527529500001 0.54504356155000011 0.47736594710000008 0.43540612555000008 0.4529056016000001 0.55980359870000018 44.749265482150008 36.377496227400009 0.56300709560000006 0.45107930900000009 0.43837010870000009 40.806664626150003 0.44922307715000004 0.57161462230000015 43.426369480700011 0.42473279245000012 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.5206281249000001 0.50730517050000012 0.37644082515000005 38.911218973650008 0.37043801085000005 0.50291907430000016 38.621016321050007 0.35585760905000008 43.321682097200004 37.041406607950009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 -3 -1 -4 6 -6 -7 -2 -8 11 14 -13 15 -11 -14 -10 18 19 20 21 25 24 -24 -23 26 29 -28 -29 -5
right_child=1 2 4 17 5 7 9 -9 16 10 -12 12 13 -15 -16 -17 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00023721061807950827 -0.0042316760639125187 0.0010954487143237761 -0.0011800789277797146 0.00085079732405830345 0.0023340418224140156 -0.0012436189857923511 -0.0025159931252817097 0.00030041782641475822 -0.00074595866809906014 -0.00014664799125417628 0.0023686412550045139 -0.004296937117071146 -0.00043833694929626643 0.0024655857993629948 0.0036588052358705338 -0.0042240026122814999 -0.0037033336283445999 -0.00069344515597684429 0.0029106282581536614 -0.002984722723431464 0.0029643919717405047 0.00073766328461600898 -0.0022636077574040995 0.002141982790783059 -0.0035972375759813647 0.0020345500101337788 0.00068046809733985681 -0.0036568436516298203 0.0012394193671359046 0.0033573364743976664
leaf_weight=101.2144689168781 3.296919669955968 49.463166102766991 32.739420244470239 16.429989293217663 12.352877568453549 36.422432035440579 3.7386480569839469 27.071147182956338 46.019156202208251 4.6144971176981944 8.3651684224605543 3.4467193624004713 6.2110770344734174 3.3156066909432402 5.2837080452591181 3.0145695488899946 3.3177345371805123 14.304321151226757 9.0279160141944867 5.1506205424666396 6.2241246402263632 5.6656707860529441 5.7940543964505187 9.4652657173573953 7.0457835346460342 18.079416014254093 158.39106795191765 7.6851207539439184 4.5187215656042099 10.529901042580603
leaf_count=993 33 173 276 60 35 909 19 258 434 24 25 68 38 9 20 39 103 75 23 26 21 25 27 35 53 66 670 48 18 30
internal_value=0.000169428 -0.000186497 7.23832e-05 0.000402636 -0.000272858 -1.19411e-05 0.000711196 -0.000585303 -0.00115072 0.000183509 0.000478169 -0.000132741 -0.00138176 -0.000580578 0.00188472 -0.00167534 -0.000944832 0.00063533 0.000707325 0.000629314 0.000703823 0.000646066 -0.000500774 0.000469154 -0.00166511 0.000794827 0.000681372 0.000499882 -0.0018439 0.00182979
internal_weight=628.199 248.673 196.039 379.526 146.576 113.836 50.3429 63.4936 52.6338 37.99 34.2513 25.8862 15.988 12.5413 9.89821 9.22565 49.3369 278.312 264.008 254.98 249.829 243.605 27.9708 15.2593 12.7115 215.634 197.555 170.595 12.2038 26.9599
internal_count=4633 2463 1893 2170 1720 1444 277 1167 570 242 223 198 154 86 44 77 537 1177 1102 1079 1053 1032 140 62 78 892 826 736 66 90
is_linear=0
shrinkage=0.00313851


Tree=279
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 0 0 2 1 0 1 0 1 1 0 2 0 0 0 2 1 0 2 1 2 1 0 0 2 2
split_gain=0.839122 0.974581 2.96154 0.737511 1.94321 1.0188 1.32027 3.12292 1.75685 2.03911 0.962542 2.69404 3.18576 2.456 2.88075 2.07807 2.8922 2.26777 2.97507 2.52401 4.15362 2.2157 2.04282 2.08302 3.53745 1.92862 1.68593 5.11447 4.3243 2.57513
threshold=0.66977036620000019 0.57854555250000017 0.58454836680000011 0.39587138110000003 0.3733870243500001 0.39614083410000006 0.42314601355000009 49.064150740050003 0.31118828780000007 0.41160444300000004 0.3584174126500001 0.49588335680000006 0.35696536035000009 0.34900152690000003 0.48032993025000009 37.995872310650007 0.47938684470000009 0.47787491390000009 0.47736594710000008 40.518963363600001 0.34566330350000002 0.47961138885000004 38.983591653800012 0.34524415440000006 42.720329370750001 0.3447651268000001 0.48588365620000007 0.48368312325000012 41.873095646600007 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=3 -2 -3 4 -1 -5 7 8 -7 -10 11 12 13 15 -15 -8 17 18 22 -19 -21 -18 -17 -24 -25 -23 27 -27 -28 -29
right_child=1 2 -4 5 -6 6 10 -9 9 -11 -12 -13 -14 14 -16 16 21 19 -20 20 -22 25 23 24 -26 26 28 29 -30 -31
leaf_value=0.009724050440999478 -0.027758985464622788 0.034794581524364578 -0.027968926462303326 0.01179157240617849 -0.027114644145011486 -0.027456230551265354 0.012656406972904221 0.010511981489417789 0.0056644585360639968 -0.02502810262237232 -0.00028435481410084328 0.01281143613714949 0.019049280834147659 0.0048382233555483156 -0.02556360238644511 -0.021900317040132053 0.01463832043510618 0.00057081628107083168 0.009389693924192118 -0.025152931656290171 0.0042000525587103958 -0.0091076001317796536 0.0010860883075070201 -0.0013993021507929298 -0.029418223081764699 0.0041720093231791952 0.020061771306576753 -0.027300150590619979 -0.0012852931645391653 -0.0011839291115366946
leaf_weight=1.4188344422727817 1.26711036148481 0.74005844723433234 0.94921179889934137 4.3559936657547942 1.7928059659898279 3.628688670229165 8.3092175628989917 3.8355501070618621 3.1430843472480774 1.9340146946487946 308.15007042430807 11.569262105971573 5.3448787229135624 2.9490651190280905 4.1500340849161148 2.9854473359882823 8.8334738761186582 8.55161911994219 13.613148435950277 8.5752912126481515 3.8699207231402388 7.5208156183361998 34.102736439555883 7.6288390718400461 3.7017533890902996 49.549721106886864 10.187641281634571 4.67174533754587 10.82729324698448 3.7765509933233261
leaf_count=18 115 7 101 18 170 59 47 16 31 146 2797 62 33 26 25 17 41 32 50 66 24 35 216 46 60 239 47 27 43 19
internal_value=0.000328001 -0.0121676 -0.000472637 0.000396542 -0.0108401 0.0004639 0.000371046 -0.00716923 -0.0149591 -0.00602723 0.000553299 0.00177827 0.00113731 0.000643321 -0.0129343 0.00115958 0.000624089 -0.00258528 -0.000323937 -0.00926609 -0.0160254 0.00341824 -0.00305497 -0.00181663 -0.0105532 0.00227288 0.00335612 0.00128817 0.00906336 -0.0156257
internal_weight=541.934 2.95638 1.68927 538.977 3.21164 535.766 531.41 12.5413 8.70579 5.0771 518.869 210.718 199.149 193.804 7.0991 186.705 178.396 83.0288 62.0319 20.9968 12.4452 95.3672 48.4188 45.4333 11.3306 86.5338 79.013 57.998 21.0149 8.4483
internal_count=4633 223 108 4410 188 4222 4204 252 236 177 3952 1155 1093 1060 51 1009 962 511 389 122 90 451 339 322 106 410 375 285 90 46
is_linear=0
shrinkage=0.0235187


Tree=280
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 2 2 1 2 2 2 1 0 1 1 0 2 0 0 1 1 0 0 1 2 1 2 1 0
split_gain=5.42857 6.68426 6.70517 5.33281 4.10897 3.50567 3.28419 2.78494 2.7827 2.45416 2.43201 5.78507 4.96091 4.27737 2.90197 7.31492 6.48688 2.89812 2.5445 2.38011 4.90134 7.09651 3.46027 2.76805 3.13343 5.15385 3.25869 4.93442 2.19336 2.9507
threshold=0.39078171310000004 0.5380527529500001 0.54504356155000011 0.47721625100000004 0.43540612555000008 0.55980359870000018 36.377496227400009 42.081757894750005 0.42473279245000012 49.960114208400007 43.968221017800005 44.279556297950009 0.40206880030000008 0.53146612375000013 0.39394030120000006 0.39563186730000005 0.53447501570000011 37.892416320650007 0.52324780695000006 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.5206281249000001 0.50913146310000013 0.37977904855000005 38.911218973650008 0.36265381275000008 39.852039223600009 0.43075057630000008 0.56300709560000006
decision_type=2 2 2 2 2 2 2 2 2 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 -1 7 -6 -2 28 10 -9 12 -12 14 -13 -8 -16 17 -17 -19 20 21 22 23 -5 26 -26 -25 -28 -4 -30
right_child=1 2 4 19 5 -7 8 9 -10 -11 11 13 -14 -15 15 16 -18 18 -20 -21 -22 -23 -24 24 25 -27 27 -29 29 -31
leaf_value=-0.00027308196637939805 -0.0047057372173620934 0.0012022007586119086 -0.00025837716287948145 0.00082912176584260227 0.001733293665017009 -0.00021411523734652624 -0.0026683172540056502 -0.004388564812043561 -0.0041486510754142137 0.00028555433605272052 0.0043352909443051726 -0.0038174081306144242 -0.0053813094218063424 0.001105526020538322 0.0028197971371274788 0.0014969657576160908 0.0021556773164992838 0.00025175365390224069 -0.004308003675104654 -0.00069800106558689959 0.003311996635996062 -0.0034528043084547438 0.0033748021062996285 0.0017414962712671352 -0.0018796159760159407 0.0028601037021797151 0.00037695615100480356 -0.0048281266056749263 -0.0050273046616142961 2.3272752246988398e-05
leaf_weight=93.194430092349648 3.3175365813076487 49.48462495021522 19.135201850906018 216.16806724853814 13.107317686080931 91.141403282061219 8.5224038138985652 5.7904678191989651 3.4406236452050498 1.8334507253021 3.4625517129898062 3.8607768323272449 3.4037458561360827 5.0494586229324341 6.7590311691164997 1.6519526168704057 4.3733040317893019 1.835409142076968 8.7484870031476003 14.275826970115302 9.1342198029160482 5.0318365320563307 6.1684714779257765 2.6476277634501484 4.9220743998885137 6.7361846603453159 3.8383952528238279 5.482862900942564 3.1561485826969138 2.6280107107013464
leaf_count=973 33 173 121 926 51 1393 92 75 103 28 7 111 30 19 22 13 16 12 112 75 23 26 21 10 22 19 16 59 32 20
internal_value=0.000185457 -0.000225581 9.15647e-05 0.000454602 -0.000310209 3.07348e-05 -0.00131105 -0.00140238 -0.00109069 -0.0032645 -0.000869966 0.000473241 -0.00134084 -0.00102757 -0.000909594 -0.000268185 -0.00152483 -0.0028403 -0.00351727 0.00070174 0.000778557 0.000686361 0.000771038 0.000704059 -0.000440156 0.000859011 -0.00170561 -0.00268473 -0.00083268 -0.00273259
internal_weight=608.302 240.702 186.277 367.6 136.792 104.249 54.4253 32.5433 51.1077 7.62392 47.6671 12.3728 35.2943 8.91024 31.8906 23.3682 16.6092 12.2358 10.5839 274.406 260.13 250.996 245.964 239.795 23.6271 11.6583 11.9689 9.32126 24.9194 5.78416
internal_count=4633 2463 1893 2170 1720 1444 570 276 537 103 434 137 297 130 267 175 153 137 124 1197 1122 1099 1073 1052 126 41 85 75 173 52
is_linear=0
shrinkage=0.00352088


Tree=281
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 1 0 2 1 1 1 2 2 0 0 2 0 0 2 0 0 0 2 2 2 0 0 1 1
split_gain=5.76939 6.57788 6.4723 4.20153 3.88855 3.39787 4.04288 3.36739 3.62142 3.02627 4.87846 4.37005 6.87165 6.22 3.09057 7.50704 2.88772 2.83168 5.3225 2.77892 4.46657 4.45462 3.66232 3.22209 2.84308 2.58133 5.49813 4.75986 3.2108 3.832
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 0.54504356155000011 44.279556297950009 0.47847369840000004 0.34515433670000012 0.5380527529500001 43.61821939175001 0.3584174126500001 0.36476452800000009 0.34575312120000007 41.289992964000007 42.982930821650008 0.48265022005000008 0.48654231910000006 47.927946529500012 0.47943175355000006 0.48265022005000008 41.873095646600007 0.41973294215000007 0.47787491390000009 0.47774018740000007 41.243661560350013 41.741384785950011 48.109449608500007 0.45798030000000006 0.47568935060000012 0.3447651268000001 0.35799826355000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -2 7 9 19 -7 8 -4 11 -11 12 -3 14 -14 -16 -6 -13 -19 20 23 22 25 -1 -22 26 -21 28 -28 -30
right_child=2 4 3 -5 16 6 -8 -9 -10 10 -12 17 13 -15 15 -17 -18 18 -20 21 24 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0039001747531952897 -0.0016588705510797237 0.0018178699791767726 -0.002129647959364424 -0.00034193865251943125 -0.0027322183297791088 -0.0056941975597778411 -0.00016032305765143858 0.001247969201365366 0.0012791647832428479 -0.0023151171162401423 0.00066462880497694058 0.00404243018780686 -0.00045612254546807554 0.0016594928678818292 -0.0055955365941559631 0.00085466512901717715 0.00085881462391981984 -0.00097727804607774691 0.002044077718079124 -0.0033606594007732416 0.00056637437820555381 -0.0049957685227090039 0.0031461943701321061 0.0029038671794027753 0.0034989399954422854 0.00058050168587647538 0.0030682189909596752 -0.0016302505130821546 -0.0025976085101849255 0.0026858384924478584
leaf_weight=4.5631993780843905 35.581309495959431 33.978225320577621 9.2976283840835112 140.55157218803652 6.7926348578184825 3.0992578677833071 3.8712902963161469 48.481000831350684 7.217795629054307 7.8446813225746146 82.525361254811287 7.0879544317722312 16.917216397821907 12.942422658205031 5.8581819832324964 3.9312551915645599 5.1206355877220631 8.7754402086138708 56.849272929131985 10.274174170102922 53.17807303275913 2.8225797712802878 3.6600324660539618 1.1326869344338772 4.6904901787638655 17.514468047767878 6.6138122752308863 16.285974139347672 4.2987146712839603 3.0666036382317543
leaf_count=217 479 111 61 1720 63 24 20 173 30 40 319 24 73 42 38 14 25 37 236 273 265 27 10 19 13 75 22 132 40 11
internal_value=0.000200675 0.000475734 -0.000237009 9.12125e-06 0.000824206 -0.000165692 -0.0026208 0.000768271 -0.000639882 0.000925512 0.000405968 0.00124635 0.000626259 -0.00039492 -0.00139052 -0.00300526 -0.0011887 0.00187424 0.00164006 -3.20984e-05 0.000503777 -0.000559904 -0.000357023 -0.00254712 0.000804071 -0.000577885 -0.00107835 -0.00030357 0.00124204 -0.000397807
internal_weight=624.824 383.695 241.129 205.548 248.623 135.071 6.97055 64.9964 16.5154 236.71 90.37 146.34 73.6273 39.6491 26.7067 9.78944 11.9133 72.7127 65.6247 128.101 63.5644 64.5364 61.7138 5.69589 57.8686 58.0537 40.5393 30.2651 13.9791 7.36532
internal_count=4633 2170 2463 1984 1022 1148 44 264 91 934 359 575 278 167 125 52 88 297 273 1104 514 590 563 236 278 553 478 205 73 51
is_linear=0
shrinkage=0.00361083


Tree=282
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 0 2 2 1 0 2 1 0 2 2 1 1 0 1 1 2 1 0 0 2 1 0 2 0 0
split_gain=0.949073 2.10271 2.19011 2.6105 3.03568 2.33911 2.32213 1.49546 2.60521 1.75369 3.57633 3.59805 2.64949 2.58498 4.5756 1.41934 1.39733 2.62642 3.3642 2.05271 2.90543 2.37749 1.87138 4.62937 3.03876 3.56227 2.32893 3.35861 2.21778 4.12915
threshold=49.247968080500009 0.39672464895000009 0.47648274005000008 0.55688452445000014 0.58035687555000015 0.66718062335000017 52.834037000700008 47.927946529500012 0.4985778869000001 0.45798030000000006 41.873095646600007 0.34007963835000005 0.3733870243500001 39.476991512000005 35.771221912400001 0.33894194785000004 0.3584174126500001 0.49588335680000006 0.35696536035000009 0.3465914194000001 39.065416244600009 0.34626208795000007 0.47938684470000009 0.47787491390000009 41.873095646600007 0.34515433670000012 0.47736594710000008 41.16018805045001 0.48368312325000012 0.48458129995000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 6 -6 8 9 10 11 13 -12 14 -1 -11 17 18 19 20 -17 22 23 26 25 -25 27 -22 -24 -30
right_child=1 2 3 4 5 -7 -8 -9 -10 15 12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 -23 28 24 -26 -27 -28 -29 29 -31
leaf_value=0.010315085825492936 -0.032063462060158129 0.015796001918016559 -0.031880396493893647 0.013573095018992823 -0.030493405410748551 0.020425633658115262 0.0066464836167033619 0.0063991255090887966 -0.020215547678492842 -0.015543353705607468 0.010371890518634033 -0.028849632989556222 -0.028451213580515586 0.018380814200437641 -0.037058244584393545 0.014899859434071391 -0.00026383582621971463 0.014478571013881555 0.022480429306979577 -0.0077558355585587956 -0.01969961227073861 0.014995149061716831 0.0055162282655058046 -0.024455805240830596 -0.034755971072140401 0.0014110211977418545 0.011233402910285453 0.0017954852400801488 -0.020550781103929789 0.0034657375271692856
leaf_weight=3.9532984185498226 1.7065853178501154 3.3576971888542202 2.2713252983521661 4.6545026060193759 3.8858714690431952 1.1003156653605399 1.5004599499516187 27.112468710169196 3.9547130420105523 3.4053449630737296 1.3971577305346716 2.2084087656112379 5.9179754941724241 5.8474900503642857 1.9614094048738477 10.599580164998768 277.50269341922831 11.177926473319529 4.9261284470558158 14.945253930985926 5.6634157225489608 7.5873814597725859 59.068616859614849 5.5697853639721897 3.5449746530503026 8.8834396377205831 11.711998149752615 26.756307852454484 6.678118713200095 14.814853865653275
leaf_count=77 18 11 100 49 90 40 22 131 531 38 16 143 257 53 53 44 2011 60 23 75 38 35 282 36 43 32 40 180 39 66
internal_value=0.000400776 -0.00524776 -0.00251891 -0.00710389 -0.00205275 -0.0132651 -0.0201474 0.000599498 0.000283799 0.000447866 -0.00667209 0.000849073 -0.0210362 0.00642515 -0.00539465 0.000768386 0.000886715 0.00255026 0.00181259 0.00123353 0.00206862 0.0011636 0.000428133 -0.00287863 -0.0137174 -0.00855718 0.00154173 -0.0019595 0.00297834 -0.00399648
internal_weight=543.665 18.4768 16.7702 13.4125 11.1411 6.48665 5.38633 525.189 498.076 494.122 21.2857 13.9706 7.31513 11.7622 5.91471 472.836 469.43 191.928 180.75 175.824 160.878 150.279 142.692 62.1299 17.9982 14.4532 44.1317 32.4197 80.5616 21.493
internal_count=4633 330 312 301 201 152 112 4303 4172 3641 599 326 273 183 130 3042 3004 993 933 910 835 791 756 369 111 68 258 218 387 105
is_linear=0
shrinkage=0.0253575


Tree=283
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 1 1 1 2 0 2 0 1 1 2 1 0 2 2 0 2 1 0 0 2 2 1 0
split_gain=5.13978 5.92795 5.60093 7.65965 3.18569 3.12105 2.97645 3.03644 2.88046 4.79628 4.03255 3.68563 3.16017 3.10297 4.37059 6.0752 3.81181 3.94188 3.77832 2.87879 2.61997 2.4974 2.45879 3.5643 2.77693 2.44288 2.34753 6.89695 4.62488 4.3041
threshold=0.39078171310000004 0.47736594710000008 0.5380527529500001 0.54504356155000011 44.578137159850009 47.927946529500012 36.377496227400009 0.42473279245000012 0.43540612555000008 0.4529056016000001 44.749265482150008 0.55980359870000018 42.081757894750005 0.56300709560000006 0.45107930900000009 0.43837010870000009 40.806664626150003 0.44922307715000004 0.57161462230000015 43.426369480700011 49.960114208400007 0.66977036620000019 40.806664626150003 0.43075057630000008 0.55131582885000008 0.5641597557000001 43.968221017800005 44.279556297950009 0.40206880030000008 0.53146612375000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -6 -2 26 12 11 25 -10 22 -13 15 18 -17 19 -15 -18 -14 -12 23 24 -5 -11 28 -28 -8 -29
right_child=2 4 3 8 5 -7 7 -9 9 10 21 13 20 14 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-0.00019035341767291165 -0.0032956377979122264 0.00059704193508144791 0.00093384555324920674 0.00076413009076746496 -0.0019464369836814594 0.00073363796727196487 -0.00058415303820586015 -0.003037135026311681 0.001781591469403802 0.00028855119910009916 0.00056120696464120174 -0.0020170611023352051 -0.0031269025423185889 -0.00022660846961540366 0.002013123829360169 -0.0035568428114215963 -0.00034538283844949373 0.0019526225060831611 0.0029515351770977674 -0.0034482362766592306 0.00038199135476657374 -0.0016745586050989812 0.000596608410252345 -0.0033695005344776632 -0.0016239053469640375 -0.0013854808341952878 0.0033151194450961718 -0.0027755784256141701 -0.003785451741513061 0.0007460485721274315
leaf_weight=97.438056140672415 3.0559574998915187 264.63246943429112 50.189049882814288 6.322316657751804 6.4440542142838222 5.0051447078585625 30.597224183380604 3.3813865645788601 12.199002549052237 7.0405565891414872 23.214791505597535 3.7813852429389945 5.9121778253465882 4.5617970973253268 8.3458661288022977 3.245703966356813 6.1643910557031614 3.2449651435017577 5.1779112033545971 2.8278728779405355 1.7994905868545172 3.7643713634461156 9.280792757868765 3.3879976700991383 6.3057556189596653 28.64634937653318 3.7115893065929404 4.0128715434111637 3.235131572932004 5.1219215467572212
leaf_count=993 33 1090 173 29 62 25 267 103 35 36 174 19 75 24 25 68 38 9 20 39 28 84 36 41 67 873 7 111 30 19
internal_value=0.000160794 0.000349588 -0.000122949 7.63362e-05 0.000540151 -0.000774812 -0.000856114 -0.000707192 -0.000220018 -2.5528e-05 -0.000493613 0.000566474 -0.000881201 0.000169599 0.000415919 -0.000112576 -0.0011037 -0.000453048 0.00146298 -0.00132116 -0.00230811 0.000249253 -0.000446211 -0.00105049 -0.000428322 -0.00105522 -0.000538412 0.000388243 -0.000890269 -0.000800986
internal_weight=622.048 373.52 248.529 195.413 276.082 11.4492 53.1161 50.0601 145.223 112.215 62.6661 49.5489 33.0085 37.3499 33.5685 25.2226 15.4829 12.2372 9.73971 8.99226 7.71167 26.9792 25.2969 16.0161 12.6281 35.6869 46.6787 12.8464 33.8324 9.13479
internal_count=4633 2170 2463 1893 1177 87 570 537 1720 1444 1167 277 276 242 223 198 154 86 44 77 103 258 173 137 96 909 434 137 297 130
is_linear=0
shrinkage=0.00254622


Tree=284
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 2 1 0 1 1 0 0 2 0 1 1 1 2 1 2 0 1 0 2 0 0 1 1 1 2
split_gain=0.852404 1.00691 0.780092 1.39501 2.38285 2.10142 1.14061 2.14538 1.31639 0.822392 3.94191 1.23345 4.84304 1.46257 4.67425 4.19653 5.24148 4.03722 3.62578 2.76093 7.68745 4.24578 3.90159 3.59325 2.7744 6.16155 4.95777 4.0188 3.40893 3.32492
threshold=51.757767929250001 0.61400856260000014 33.036871954450007 33.361153777850006 33.96174662340001 34.515670600900002 0.38045268105000002 0.53017873715000008 0.31753540315000006 0.34007963835000005 0.46735127690000006 0.45798030000000006 50.189067467950004 0.50730517050000012 0.37644082515000005 0.37644082515000005 0.36994401365000007 37.892416320650007 0.36166581840000006 38.238138001450004 0.5195503128500002 0.38906020780000011 0.51657136015000005 37.995872310650007 0.52252926560000013 0.52432561900000019 0.39995808510000008 0.39563186730000005 0.39019789825000006 41.404176814550006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 8 -8 -1 10 -7 12 -11 15 17 16 -13 -15 -19 20 -16 -22 -21 -23 28 -26 27 29 -24 -27
right_child=1 -3 3 4 5 9 7 -9 -10 11 -12 13 -14 14 19 -17 -18 18 -20 22 21 23 24 -25 25 26 -28 -29 -30 -31
leaf_value=0.010423135345160916 -0.02410922895318696 0.00099517490061092387 0.015002378374722521 -0.023818676942866934 0.014212080836184339 -0.00119381736364098 0.01331130607980012 -0.025684785351237485 -0.030483176951840264 -0.024663367180107018 -0.035568767477542625 0.0017824862760210914 0.041339942042209019 0.013468450659040941 -0.053167752485312955 -0.018676081606183281 0.019048259386914498 0.0016441098642403403 -0.028909755418892482 0.017435185384772168 0.014818041350328831 -0.004276378020944085 -0.02186123929272794 -0.031718154335542099 0.018157333856340115 0.011126241886137941 0.0018542130844281424 -0.019074832364437581 0.0053652995871672051 -0.0093774591670396645
leaf_weight=0.54952757991850321 1.6411938343662762 1.7525709783658383 3.5072260471060863 2.1412673513405016 5.8858146681450298 31.460515649057925 2.2647172063589101 1.1177462834166361 1.7345192537177352 3.1542127472348507 1.8751086406409729 210.59867064282298 0.72533369064331044 2.2875430658459655 1.7364586181938637 5.0556857595220199 9.7592389695346338 2.8587546870112401 7.3766354918479919 7.5602476801723233 5.5809216052293804 22.356147692189555 6.1809040680527669 2.8543598613468921 10.741464987397192 6.7485984899103704 155.26318795257248 11.514491491019724 4.0300170071423054 11.089591227471827
leaf_count=14 136 24 18 37 54 390 9 161 75 205 27 1082 1 7 15 70 36 14 79 39 16 304 34 48 36 35 1356 189 18 104
internal_value=0.000361513 -0.0111451 0.000434097 0.00052458 0.000428564 0.000527141 -0.00806644 0.000424918 -0.0206414 0.000372483 -0.00312739 0.00061182 -0.0123232 0.000715589 -0.000467936 0.00207115 0.00254716 -0.0141937 -0.020376 0.000231769 -0.00601833 -0.00335938 0.00118567 -0.00738336 0.000588052 0.00119977 0.000213137 -0.00846746 -0.0111155 -0.00162044
internal_weight=541.403 3.39376 538.009 532.342 528.835 526.694 5.66651 3.38246 2.28405 520.808 33.3356 487.472 3.87955 483.593 258.179 225.414 220.358 12.5229 10.2354 245.656 32.5279 30.7914 213.129 25.2105 205.568 195.357 184.616 29.3527 10.2109 17.8382
internal_count=4633 160 4473 4214 4196 4159 259 170 89 4105 417 3688 206 3482 2294 1188 1118 100 93 2194 383 368 1811 352 1772 1720 1684 328 52 139
is_linear=0
shrinkage=0.0230319


Tree=285
num_leaves=31
num_cat=0
split_feature=2 0 2 0 2 2 0 2 1 2 0 0 1 2 2 2 2 2 0 1 0 0 0 1 2 1 2 2 1 1
split_gain=4.42405 5.83448 3.63715 4.91962 3.44473 3.15992 2.82643 2.92542 3.01315 2.1232 1.96301 2.45442 1.94537 1.79671 1.83491 5.59958 3.34965 3.52342 5.83347 4.76338 3.15257 7.40575 4.11228 5.04884 3.85189 3.50042 3.49029 3.0971 4.68232 2.88841
threshold=42.783136484500005 0.58887458460000019 42.684965421050009 0.48368312325000012 42.982930821650008 42.620627117000005 0.41973294215000007 41.243661560350013 0.31168228495000011 42.498713093000006 0.62143349005000015 0.63528038085000016 0.34584293880000011 51.757767929250001 47.74983977685001 45.700098835450007 49.064150740050003 49.960114208400007 0.58035687555000015 0.31100865245000009 0.55788748840000013 0.60134427115000011 0.47774018740000007 0.34521421515000011 44.578137159850009 0.4172030777500001 44.749265482150008 43.564719632750005 0.34007963835000005 0.46636328255000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 12 -2 6 7 -1 -9 10 -3 -12 -4 14 15 20 -16 19 -19 -18 22 -22 23 27 -24 -26 29 -6 -29 -23
right_child=4 9 3 -5 13 -7 -8 8 -10 -11 11 -13 -14 -15 16 -17 17 18 -20 -21 21 26 24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0035137945712184512 -0.0020774571270037964 -0.0036577850192644787 0.00078890339962871411 -0.0014574728896194521 -0.0025338826028184582 -0.0020249316646586491 0.00041764311636573686 -0.0033862172989311112 0.006265693134137996 0.0023523576366149255 0.0011634498984469165 -0.0035714142817371568 0.0034540736810172415 -0.0020042648180990863 0.0011190922886574819 -0.0020973691755934208 0.00055777822593284089 0.0028480187475846915 -0.0022325832858895688 -0.0039121914246033904 -0.00336570822958266 0.0039529043186369295 0.0009762753348230795 -0.0033877943822394033 -0.0030113693238069486 0.0013381707420411124 0.0041304805384619137 -0.001613457180193543 0.0033453364673184716 -0.0035607375833637094
leaf_weight=3.7248598043806842 10.341134231071917 5.7190065821632725 4.0148612484335908 3.7815849035978308 3.1903004203923073 5.8186000781133762 398.5207779831253 0.61012449115514733 0.77567333169281483 1.1089779962785531 2.7452836809679866 1.9966802196577189 10.336947359144688 5.3012077063322058 30.053495492786169 15.946662290021775 4.5149138569831866 5.8817928684875351 4.0149774625897408 5.688726520165801 8.3052646778523904 0.78897462040185873 51.880263917148113 6.5914892433211199 5.2692142780870181 3.1046939603984356 2.7102096062153578 3.4967731479555351 4.7303347513079643 1.7132939943112431
leaf_count=217 92 225 19 25 60 42 2049 44 3 24 67 258 62 160 132 219 22 29 64 70 119 2 238 82 99 22 7 74 13 94
internal_value=0.000180469 0.000354036 0.000415646 0.00183972 -0.000258794 0.000352578 0.000386851 -0.00201428 0.00201625 -0.00192284 -0.00237606 -0.000830241 0.0027085 -0.000143542 -8.10645e-05 -0.000320084 0.000432334 -0.000594484 0.000786892 -0.00193432 -1.12854e-05 -0.00146034 0.000238998 -0.00112343 0.000646204 -0.00139874 0.00157557 0.000183826 0.0012377 -0.00119166
internal_weight=612.677 439.153 427.583 18.1334 173.524 409.45 403.631 5.11066 1.3858 11.5699 10.461 4.74196 14.3518 163.183 157.881 107.727 50.1539 20.1004 9.89677 10.2036 91.7808 13.5177 78.2631 18.0089 60.2542 8.37391 5.21248 11.4174 8.22711 2.50227
internal_count=4633 3035 2461 106 1598 2355 2313 264 47 574 550 325 81 1506 1346 1029 317 185 93 92 810 222 588 229 359 121 103 147 87 96
is_linear=0
shrinkage=0.00324939


Tree=286
num_leaves=31
num_cat=0
split_feature=1 2 2 2 1 1 2 0 0 0 2 1 0 2 2 2 0 0 0 2 1 2 0 0 0 0 0 2 1 1
split_gain=0.884883 0.70768 2.96801 1.62497 6.66029 2.47697 1.58491 4.01957 1.49925 2.16637 1.75529 2.02494 1.50906 3.79549 1.42871 2.79949 2.13989 4.14106 2.04608 1.82824 1.74929 1.28194 3.00807 2.73905 1.27849 2.24143 2.52807 1.26801 1.22263 1.20589
threshold=0.5225142959500001 42.783136484500005 42.982930821650008 42.684965421050009 0.34626208795000007 0.34584293880000011 42.620627117000005 0.49588335680000006 0.57212358910000016 0.56579144335000009 40.00488309970001 0.49146732130000009 0.56345618395000019 38.983591653800012 42.154118731400011 42.027798546600003 0.48271009850000007 0.47774018740000007 0.52468488970000016 42.081757894750005 0.34479506600000004 40.858951393400005 0.58388970390000006 0.60263165775000016 0.48001556840000009 0.48149755995000004 0.50386215985000016 40.679780036550007 0.49284452560000008 0.43837010870000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 24 6 5 -5 8 -8 9 12 11 -10 14 -14 15 -1 17 20 -18 -17 -16 27 -23 -24 -3 -26 -27 -12 -13 -11
right_child=-2 2 -4 4 -6 -7 7 -9 10 29 21 28 13 -15 16 19 18 -19 -20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.001064385895552756 -0.013531767662267272 -0.036178613336654959 -0.00010678282943157992 0.0029852848593576865 -0.026827668164698053 0.029198559511045004 -0.036772256784967122 0.0079435369008812109 -0.027729443930589692 0.017990105816434426 -0.0033561672431305788 0.027097587834881948 0.0076603284094682901 -0.039407520665154093 0.01345952417787083 0.020737327430697408 0.0079595698144610608 -0.03721835924794669 -0.009326299412950715 0.00022077897808476247 -0.014429722305527446 -0.032752580117610869 0.01661293972605736 -0.029358880195723625 0.010366358984703682 -0.040874087851052926 -0.0040450408085412762 0.022437903223827736 -0.026622283121325224 0.0041358465852697601
leaf_weight=290.42582598899025 3.0697105781291603 1.6526345885358731 137.29168565606233 3.8948939102701825 2.6435422985814503 6.5482583045959473 2.5798836438916615 2.8850728431716561 4.1233122427947846 7.69303762726486 2.7402680297382158 0.87598779890686251 2.5434045754373065 2.1351436376571655 2.8121801193337905 8.3097603656351549 10.858124993741514 3.4726955723017454 8.1002564728260023 4.5559850099962196 3.3255821783095598 2.2767772688530385 3.2174517405219376 1.2076474081259219 2.3174863308668137 2.2821938171982765 2.8269274146296084 2.4417367519345134 0.42692888050805777 9.528637954965232
leaf_count=1761 387 32 1399 20 28 60 28 21 228 35 30 6 18 27 27 28 41 37 60 28 34 32 23 45 7 20 29 13 80 49
internal_value=0.000403336 0.000483145 -0.00105994 0.00106284 0.0100795 0.019422 0.000749463 -0.0131658 0.0009544 0.00132038 -0.00652505 -0.0187913 0.000859609 -0.01382 0.00106656 0.00159072 -0.00449805 -0.0145034 0.00057392 0.0134721 -0.00165152 -0.000924237 -0.00844154 0.00406684 -0.0154731 -0.0108655 -0.0204962 0.00879788 0.00949511 0.0103246
internal_weight=539.063 535.993 146.371 389.622 13.0867 10.4432 376.536 5.46496 371.071 353.761 17.3101 5.42623 336.539 4.67855 331.86 303.292 28.5688 9.61046 18.9584 12.8657 6.13776 11.8839 6.70188 4.4251 9.07924 7.42661 5.10912 5.182 1.30292 17.2217
internal_count=4633 4246 1487 2759 108 80 2651 49 2602 2145 457 314 2061 45 2016 1817 199 98 101 56 61 143 100 68 88 56 49 43 86 84
is_linear=0
shrinkage=0.0260289


Tree=287
num_leaves=31
num_cat=0
split_feature=1 2 1 0 0 1 1 2 1 1 0 1 0 2 2 0 2 2 2 2 2 0 0 1 0 1 2 1 2 1
split_gain=4.20475 4.43257 4.90715 4.97355 3.57214 6.2415 5.13196 3.37329 6.92582 5.36435 7.67073 4.20416 8.6878 3.93109 3.40909 3.22317 3.13271 2.96781 4.31228 5.83251 3.78746 3.48507 3.08359 2.95323 2.94252 5.78431 3.00456 2.90782 3.37226 3.36377
threshold=0.4529056016000001 42.154118731400011 0.44922307715000004 0.55788748840000013 0.55348642255000013 0.42111014640000005 0.4172030777500001 40.300545846000013 0.34515433670000012 0.34479506600000004 0.47774018740000007 0.39078171310000004 0.52769378160000013 40.371455563000005 40.003678352300007 0.42314601355000009 44.749265482150008 42.546237522150008 42.720329370750001 42.684965421050009 42.620627117000005 0.48735067810000005 0.47449178170000011 0.49284452560000008 0.55131582885000008 0.44720217960000008 35.887362732750006 0.45824975300000009 43.521589032450009 0.46551001470000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 4 5 6 17 11 9 -9 -11 15 -13 -10 24 -1 23 21 19 20 -19 22 -3 27 -14 26 -26 -2 29 -29
right_child=16 2 -4 -5 -6 -7 -8 8 13 10 -12 12 14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0026550020472631891 -0.0029712207452522155 0.00092012874208609384 0.0027041310885079638 -0.0022762731569025557 0.002738075729012393 -0.003423141950514629 0.0031613723105431164 0.00045552818961084614 0.0035791437597057132 0.0003635466676079338 -0.0051126561901097536 -0.004365724995495722 0.00075362895591414981 0.0010225927783665799 -0.0024256525671623058 0.00063531002375560549 0.00024044384447725881 0.001840414109591783 -0.0002188257178914023 0.0031323122161207926 -0.0025885204931613676 -6.8623209058666114e-05 -0.0035439260367909455 -0.0035384276622192146 0.00031556917577854805 0.0014450543211812427 -0.0035886233590691043 0.0016418453065647704 -0.0036997429817426501 -0.0010512516499680575
leaf_weight=3.5041271264199159 6.1478662425652173 2.2095812694169608 6.6623421162366858 12.877410263754426 4.9262683391571036 6.5315035725943735 5.4856345243751994 20.627846216782928 7.2550083622336379 5.7709114365279657 5.9245157465338707 6.1060413997620335 33.699539639055729 130.87902691587806 6.5491014048457137 117.45458259806037 25.496677054092288 4.0855470038950461 116.9270842326805 10.982272788882254 4.7986970255151391 12.935039006173609 8.8588618263602239 5.7025714009068897 3.1583344060927647 7.0928578469902268 7.8573019504547119 9.2292517814785295 3.0531405285000792 12.452308564912526
leaf_count=150 78 24 19 136 22 121 15 135 22 74 40 83 157 560 50 501 258 17 913 66 35 70 69 514 46 33 104 59 72 190
internal_value=0.000165002 0.00025863 -0.000147826 -0.000247506 -0.00010052 -0.000181438 -5.41051e-05 0.000483948 0.000827229 -0.000581484 -0.00241052 0.000168371 -0.000528935 0.00115687 -0.000127483 0.000539991 -0.00066924 -0.000163802 2.85893e-05 0.00148478 -0.000551811 -0.00126022 -0.00265277 -0.00130321 0.00016303 -0.000936061 -0.00246924 -0.00089047 -0.000373295 9.51266e-05
internal_weight=615.241 553.159 197.28 190.618 177.74 172.814 166.283 355.879 170.457 32.3233 11.6954 185.422 64.4632 138.134 58.3571 120.959 62.0818 160.797 136.794 19.8665 8.88424 24.0035 11.0684 36.5851 51.808 18.1085 11.0156 30.8826 24.7347 21.6816
internal_count=4633 3462 1507 1488 1352 1330 1209 1955 831 249 114 1124 473 582 390 651 1171 1194 1031 118 52 163 93 913 340 183 150 399 321 249
is_linear=0
shrinkage=0.00338066


Tree=288
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 2 1 1 0 0 1 1 0 2 2 1 2 2 1 0 2 1 1 2 1 2 2 2 2 1
split_gain=4.29103 4.97963 4.15187 3.63317 3.12869 3.6248 2.50213 3.35434 3.28076 3.40634 3.87186 5.57893 3.84284 3.53016 3.18287 3.06959 2.60983 4.33094 3.5078 5.32608 2.56575 2.51117 2.5503 3.32257 3.50647 2.41299 2.29077 6.06513 2.21201 2.47663
threshold=0.39078171310000004 0.53146612375000013 0.47721625100000004 0.54504356155000011 0.5380527529500001 40.408647214050006 0.43540612555000008 0.4529056016000001 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 40.806664626150003 44.749265482150008 0.44922307715000004 41.362929270750008 40.806664626150003 0.41218825785000007 0.5485614203000001 43.426369480700011 0.49284452560000008 0.45824975300000009 43.521589032450009 0.46551001470000003 37.817254840650008 44.202975721700007 43.968221017800005 42.654057868200006 0.39431454150000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 26 -1 4 5 -3 16 8 -8 -10 11 12 -11 -13 21 20 17 18 -5 -20 -15 22 25 24 -24 -9 27 28 29 -2
right_child=1 3 -4 6 -6 -7 7 14 9 10 -12 13 -14 15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00025233324300127496 -0.0029876319899520731 -0.0036178043806663882 0.00070214153258123799 0.0029645352869550941 0.0012609593644507028 0.00042531519918808736 0.0024847573694353696 0.00084989548848855758 -0.0033494401336413419 -0.00050303705274407995 0.0028217076575631625 -0.0052739076772492068 0.0044123130179492126 -0.00051360152691076993 0.00037492816850660712 0.0025972461945460426 -0.0028527098384047334 0.002358293877266365 0.0011991437379986712 -0.0039824781834388234 -0.0050489596186376181 -0.0040556914276466344 0.0019160982106246412 -0.0042192845673738391 -0.0012627957438280358 -0.0047525318909815879 -0.0041320902902832529 0.0038537186185328954 -0.0044931431390453948 -0.00035467526195493733
leaf_weight=90.321414613630623 8.3672420829534619 4.5038807839155224 265.56357023119926 2.1805640310049119 48.667976345866919 12.061418045312164 11.628986485302446 1.5416348632425094 3.7179591357707968 4.4641394242644328 8.2035119347274286 3.1930888276547185 4.9720902610570192 6.151563033461569 25.434858564753085 3.0626772865653029 10.452763277105985 5.7105239853262892 4.3493061512708655 9.0132004618644697 2.6348172873258591 4.622608814854174 8.9253468140959793 3.0301339961588374 12.072866947855799 4.3310183230787516 4.4710852797143152 3.1633994691073886 3.805833861231803 14.334796119481323
leaf_count=973 91 33 1197 11 173 58 35 20 19 24 25 68 20 38 258 9 122 17 15 111 39 513 58 71 190 57 185 11 68 124
internal_value=0.000192223 -0.00020625 0.000459902 2.02938e-05 0.000769609 -0.000673954 -0.000329617 -5.07343e-05 0.00070655 0.00013845 0.000535239 -0.000231032 0.00208693 -0.00168514 -0.000657345 -0.000718033 -0.00127945 -0.000505702 -0.00155793 -0.00229593 -0.00187364 -0.00141786 -0.00101006 -0.000454826 8.84016e-05 -0.00328183 -0.00156599 -0.00117931 -0.00177995 -0.0013251
internal_weight=594.954 239.069 355.885 204.927 65.2333 16.5653 139.694 107.987 48.0288 36.3998 32.6819 24.4784 9.43623 15.0421 59.9585 11.8491 31.7064 21.2536 15.5431 13.3625 8.78638 34.5236 29.901 24.0283 20.9982 5.87265 34.1424 29.6713 26.5079 22.702
internal_count=4633 2463 2170 1984 264 91 1720 1444 277 242 223 198 44 154 1167 86 276 154 137 126 77 909 396 319 248 77 479 294 283 215
is_linear=0
shrinkage=0.00384563


Tree=289
num_leaves=31
num_cat=0
split_feature=1 2 0 0 1 1 0 0 0 2 2 0 1 0 1 1 2 1 0 2 2 2 2 0 0 0 0 2 2 1
split_gain=1.15657 0.896953 1.94773 1.76527 2.08203 2.8308 1.54469 2.37963 1.79537 1.3901 3.29985 1.86686 2.20085 1.77947 1.72977 2.88456 2.49351 2.32562 3.55465 2.58421 2.16352 1.66729 2.07957 1.48426 1.64945 1.40754 1.57744 1.54746 3.52818 1.38753
threshold=0.30560462260000004 49.247968080500009 0.39672464895000009 0.58035687555000015 0.4995808509000001 0.50491003265000012 0.57927906350000014 0.47648274005000008 0.55688452445000014 47.74983977685001 45.700098835450007 0.58984760935000013 0.45824975300000009 0.66011496660000013 0.46551001470000003 0.46280051495000007 44.749265482150008 0.4529056016000001 0.58249753000000004 42.620627117000005 37.817254840650008 42.527280425250005 42.498713093000006 0.56685428580000019 0.56748300950000019 0.62143349005000015 0.63528038085000016 41.772405911750006 41.835830569250014 0.44618424600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 9 -3 6 -5 -6 7 -4 -9 10 14 -12 -13 -14 15 17 21 29 20 -20 -19 22 23 -16 -25 27 -27 -26 -29 -2
right_child=1 2 3 4 5 -7 -8 8 -10 -11 11 12 13 -15 16 -17 -18 18 19 -21 -22 -23 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.023500135719326697 0.00070090316520697268 -0.02836893014366549 0.012434723320532302 -0.026454358726987481 0.016246420351381245 -0.025272396686583543 0.018199696714463334 -0.028145778629654797 0.0024434084243942417 0.0053731291384931006 -0.017217601635238163 0.020529529422686869 -0.031631053107387987 0.0060796118219538188 -0.035109704989076292 0.019925187708995679 0.016040741144643097 0.0045084805454200134 -0.0094302355437602819 0.026287990163515178 -0.026828484283279785 -0.025864593391224062 0.03269112614290267 0.022262180565672047 -0.025352757375355393 0.013445622967350333 -0.024612299803225563 0.036152069968433405 -0.027785795986956411 0.0072259192329287361
leaf_weight=1.0532311215065409 429.40288992517162 1.6277416981756712 3.34387254714966 2.7775511564686886 2.1668230853974824 1.4113766765221951 2.777037113904953 2.1050747182453051 1.8999152863398192 29.968600985594094 8.5950311124324781 1.7908059805631626 1.2717439224943521 1.3347674282267687 1.0091810189187498 4.099816119298338 2.1505147200077763 1.4664115919731537 2.3431812750641257 1.9164434596896169 5.2585036912932992 2.8634398655267423 0.66835699975490648 0.96440671849995752 3.4345791453961265 2.1503602033481006 0.76971541286911804 0.80947670340538014 1.0091561314184216 17.659020587801933
leaf_count=137 2780 18 11 73 8 71 18 100 31 147 168 5 16 30 9 15 9 17 48 5 114 146 2 5 195 62 247 4 46 96
internal_value=0.000382986 0.000429651 -0.00456154 -0.0022103 -0.0116342 -0.000130164 0.00370482 -0.0017726 -0.0136347 0.00060316 0.000312002 -0.0110321 0.00105807 -0.0123198 0.000620358 0.000874352 -0.00679519 0.000703834 -0.00966665 0.00663972 -0.0199953 -0.0103854 -0.0062871 -0.00885453 -0.00595487 -0.00928433 0.00341377 -0.0163428 0.000673062 0.000958642
internal_weight=540.099 539.046 18.1094 16.4817 6.35575 3.5782 10.1259 7.34886 4.00499 520.936 490.968 12.9923 4.39732 2.60651 477.975 462.146 15.8292 458.046 10.9845 4.25962 6.72492 13.6787 10.8152 10.1469 9.13769 8.17329 2.92008 5.25321 1.81863 447.062
internal_count=4633 4496 330 312 152 79 160 142 131 4166 4019 219 51 46 3800 3075 725 3060 184 53 131 716 570 568 559 554 309 245 50 2876
is_linear=0
shrinkage=0.0228135


Tree=290
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 0 1 2 0 1 2 1 1 2 2 0 0 1 2 2 1 2 0 0 0 0 2 2 2
split_gain=0.820258 3.54969 2.83812 4.29666 2.40353 4.39818 5.16501 6.52483 5.22577 4.03888 9.44127 3.8423 3.54047 5.19067 3.00815 3.29126 2.58815 4.99868 1.99516 1.98291 7.09436 5.1482 3.41746 2.17425 1.41628 1.48448 1.41107 1.34528 3.14763 2.36932
threshold=0.5485614203000001 0.43540612555000008 0.5541600551000001 0.55980359870000018 0.4172030777500001 0.39563186730000005 0.53998383280000006 0.39814676205000005 36.558960102350007 0.53998383280000006 0.42111014640000005 38.804629908750009 0.39431454150000006 0.39170982905000007 41.542492784600007 40.00488309970001 0.53447501570000011 0.5276039639500002 0.40651477500000005 41.489621506400006 40.806664626150003 0.40437412050000004 49.960114208400007 0.5641597557000001 0.47721625100000004 0.47709649410000005 0.68131193680000013 44.749265482150008 42.654057868200006 42.477827694800006
decision_type=2 2 2 2 2 2 2 2 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 19 -3 -4 5 12 7 8 -7 10 -6 -9 13 24 15 -11 17 -13 -8 20 21 -2 -21 -23 25 -1 27 28 29 -5
right_child=1 2 3 26 9 6 18 11 -10 14 -12 16 -14 -15 -16 -17 -18 -19 -20 22 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00097169253412372671 0.019235415727972997 -0.030092949774423665 0.017322714720832074 -0.0017686704604831516 0.010340638451950291 0.014615121882356809 -0.012221227995718101 -0.020426546578906642 -0.028855912112377625 0.013134578151435899 -0.036882447605022198 0.01560298358013569 0.019050994246084224 -0.022001908730000925 0.021185547256135903 -0.006503327452326531 0.014015372848127639 -0.022334726051622959 -0.039796376515041323 -0.030081252790556488 0.021334599666205028 -0.031160393749248495 0.012297593585802258 0.00079637709785068786 0.0021206098200173217 -0.018517640849477122 -0.026511663652921617 0.0045515451727566178 -0.016764106078745053 0.016820992854590763
leaf_weight=76.374269462306984 1.9587477222085024 1.7686348892748345 8.9522132398560625 40.812784260720946 7.1488070990890247 2.080842211842536 2.8267498537898055 3.5397137627005604 8.1750405635684711 12.947707176208498 3.9383434396004304 4.1370496377348918 6.5020862258970729 5.8806270007044068 10.878903754055498 8.4659548327326757 12.883401669561861 4.1959371753036976 3.5505659356713295 5.4843107648193827 4.2295886278152457 6.5923528177663666 1.4412656174972651 1.5837861336767671 248.99466286599636 3.0060255303978911 1.2387406688358158 24.742938891984522 7.7709104027599087 4.5731084998697034
leaf_count=956 6 14 32 744 26 12 15 37 177 41 118 29 22 98 35 34 40 45 31 80 11 90 28 24 1222 17 179 228 218 24
internal_value=0.000367345 -0.00150606 0.000624289 0.00124101 0.000856687 0.000236543 -0.00730227 -0.0036099 -0.020036 0.00631975 -0.0064338 0.00319504 0.00115223 0.000804051 0.0106985 0.00537067 0.00713603 -0.00349992 -0.0275737 -0.0104977 -0.00530789 -0.0164266 -0.0212619 -0.0249701 0.00121247 -0.00163613 -0.000578163 -0.000165776 -0.00236155 0.000104435
internal_weight=536.676 111.149 89.8593 88.0907 425.527 382.147 41.3893 35.012 10.2559 43.3797 11.0872 24.7561 340.758 334.256 32.2926 21.4137 21.2164 8.33299 6.37732 21.2901 14.3645 10.1349 6.92558 8.17614 328.375 79.3803 79.1385 77.8997 53.1568 45.3859
internal_count=4633 1678 1439 1425 2955 2701 386 340 189 254 144 151 2315 2293 110 75 114 74 46 239 131 120 108 114 2195 973 1393 1214 986 768
is_linear=0
shrinkage=0.0244908


Tree=291
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 2 2 2 0 2 0 0 1 2 2 2 0 2 0 1 1 2 2 0 1 2 0 2 2 2
split_gain=4.81662 6.42051 5.57711 2.88906 6.24718 4.73145 4.56541 4.69157 3.39645 4.57795 4.11447 5.97991 3.91138 4.34229 8.71405 3.74944 4.23509 3.56553 3.25709 2.827 4.97504 2.30841 3.23699 2.6425 2.2657 2.05518 1.94424 1.82539 3.13294 2.55213
threshold=0.39170982905000007 0.39394030120000006 0.47721625100000004 0.39563186730000005 0.39814676205000005 37.232443001650005 36.558960102350007 49.064150740050003 0.5485614203000001 44.202975721700007 0.53312775065000018 0.53146612375000013 0.43584024430000007 41.489621506400006 40.806664626150003 41.542492784600007 0.53499895210000015 40.00488309970001 0.56065686655000013 0.43837010870000009 0.44512140355000007 42.081757894750005 43.61821939175001 0.54284302865000023 0.39995808510000008 40.636252116050009 0.68131193680000013 47.309807198350008 49.064150740050003 46.095286511800005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 6 -6 -5 -8 9 15 11 -11 13 14 -10 16 24 -18 -14 -20 -21 -17 23 -23 -7 -19 27 29 -29 -22
right_child=1 3 -4 4 5 8 7 -9 12 10 -12 -13 18 -15 -16 21 17 25 19 20 26 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00027881676111892394 -0.0037994956031830248 0.0016088024175455952 0.00064211540965388434 0.0020144798584321414 -0.0019662103794703691 -3.0979095979402177e-05 -0.0038974306660464427 0.0028892076875915744 -0.0025577537730954308 -0.0035229945666445973 -0.004892457885651254 0.003022671581935621 0.0014884488726235629 -0.0041356640756218879 0.0030994861611527494 0.0028354689317576583 0.0016460645668278113 -0.0021572946724269329 0.0014855486873595143 -0.0037313068958345214 -0.00034459319212833226 -0.002105528619502669 0.0026041492889568819 0.0016669528525464364 -0.0046130244706934498 0.00038813227517146381 -0.0035771532019749008 0.0019660871714257257 -0.00048874271351635246 -0.0044425521674733353
leaf_weight=92.460810253862292 5.0768307214602819 10.055674396455286 283.30567991733551 2.1491874903440467 12.656753902556373 2.0076601151376954 10.011552995070813 1.2103619016706932 8.4359073378145712 2.7992366785183531 2.7303010113537312 3.1382958889007568 13.505930751562117 5.2575797326862803 4.3875920623540869 13.060335487127306 17.976733855903149 5.2175487354397765 9.1846818625926954 4.541498437523841 50.667910226620734 4.481493389233945 6.8284174408763647 3.5099949762225151 2.6593028493225574 9.4578567743301374 1.7896806772332627 10.198308413848283 11.991616353392599 1.6639554388821114
leaf_count=973 91 51 1230 12 393 16 182 9 76 112 23 8 47 71 11 38 54 24 36 42 689 29 25 14 28 33 115 37 141 23
internal_value=0.000186365 -0.000177484 0.000415512 -9.8079e-05 -0.000175561 -3.69804e-05 -0.00233286 -0.00316544 8.7924e-05 0.00063861 -0.00158443 -6.32683e-05 -0.000246528 -0.00164378 -0.000622115 0.000934148 0.000259287 0.000673952 -2.53598e-06 -0.000226188 -0.000420637 0.00183748 0.000957989 -0.000448592 -0.00264189 -0.000516844 -0.00022361 -0.000143073 0.000639477 -0.000474893
internal_weight=612.419 236.652 375.766 231.575 221.52 208.149 13.3711 11.2219 195.492 73.8672 8.66783 5.93753 121.625 18.0811 12.8235 65.1993 37.3191 32.6521 103.544 90.0377 80.853 27.8802 14.8199 7.99149 4.66696 14.6754 76.3115 74.5218 22.1899 52.3319
internal_count=4633 2430 2203 2339 2288 2085 203 191 1692 404 143 120 1288 158 87 261 155 111 1130 1083 1047 106 68 43 44 57 1005 890 178 712
is_linear=0
shrinkage=0.0032559


Tree=292
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 1 0 2 1 0 0 1 2 0 1 1 0 1 1 2 2 1 1 1 1 2 2 2 0 0
split_gain=0.866337 2.46268 1.75961 2.77828 1.94381 2.65 1.20653 1.13057 2.29828 1.58157 1.59223 3.60801 1.4423 2.42557 1.42008 1.28442 2.60008 2.48464 1.82724 2.65442 3.3087 1.90777 1.82597 8.28654 3.06244 2.89762 4.39468 6.56469 2.71135 6.50053
threshold=49.292797572200008 49.960114208400007 0.58035687555000015 51.757767929250001 0.4995808509000001 0.50491003265000012 0.3972336157500001 47.927946529500012 0.4985778869000001 0.43572048740000008 0.4413939702500001 0.33400197600000009 41.559097512700014 0.3733870243500001 0.32737043805000005 0.3584174126500001 0.49588335680000006 0.35696536035000009 0.3465914194000001 39.427119987250002 39.896141435400004 0.34626208795000007 0.36880632320000012 0.36618664115000005 0.37043801085000005 38.621016321050007 42.123054668150012 43.61821939175001 0.5116313883000001 0.50730517050000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 3 -3 -4 -6 -2 8 9 12 -11 -12 14 -14 -1 16 17 18 19 -13 -21 -22 23 25 -24 -17 -27 -28 29 -26
right_child=1 2 4 -5 5 -7 -8 -9 -10 10 11 15 13 -15 -16 22 -18 -19 -20 20 21 -23 24 -25 28 26 27 -29 -30 -31
leaf_value=0.0030891160899387915 -0.0055624729333218544 0.018553791263662127 -0.029793242991506541 -0.027098375952645401 0.020462860930488373 -0.028529640916571761 -0.03296548720153155 0.0055223241512472425 -0.019899101862471385 0.017160048285892831 -0.025245948194699941 0.01200469358013048 0.010182342906300792 -0.029363529265746011 -0.028413028706561608 0.004997455465854353 0.014466119256069566 0.019402392952634535 -0.0073953351045292146 -0.017148161237812185 0.00094570829629340124 0.014317961278774279 0.016364468609153502 -0.051824964643518788 0.00053949283439380625 -0.039039590002673152 0.021502013570879497 -0.033290330436931539 0.00047978332568225196 -0.03595763360062653
leaf_weight=6.6826037243008596 1.7894080132246006 4.9108726857230049 2.0286633195355535 1.0767226166790349 1.9958965145051482 1.1543972487561402 2.6269510965794325 28.802860173396766 3.7124243522121096 3.8489466756582251 3.5678648184984914 15.571241330355404 1.4006178081035612 3.8565836609341204 1.1046585488365961 14.353388736024504 11.045253138989208 5.0524560334160915 15.329373678192495 6.4833820834755889 132.22609149012715 7.466720111668109 7.5986567251384249 2.4622653163969508 10.416873306967316 3.0041585117578489 3.5433334289118648 2.4502003509551287 223.55942116398364 4.687689956277608
leaf_count=114 10 29 61 98 7 58 51 147 531 23 55 66 16 191 143 65 60 33 83 32 715 35 33 31 91 25 12 71 1690 57
internal_value=0.000386974 -0.00559251 0.000842214 0.0103444 -0.0101436 0.00250999 -0.0218624 0.000566775 0.000275139 0.000429336 0.000673324 0.00053797 -0.00841159 -0.0188278 -0.00137961 0.000735699 0.00234064 0.00160528 0.00109749 0.00190238 0.000826246 0.00166047 -0.00040381 -0.00691645 0.000278847 -0.00218105 -0.0136324 -0.000897497 -0.000233292 -0.0107874
internal_weight=533.81 15.5829 11.1666 5.9876 5.17896 3.15029 4.41636 518.227 489.424 485.712 472.667 468.818 13.0445 5.2572 7.78726 465.251 193.175 182.129 177.077 161.747 146.176 139.693 272.076 25.8133 246.263 23.3511 8.99769 5.99353 238.664 15.1046
internal_count=4633 314 253 127 126 65 61 4319 4172 3641 3177 3154 464 207 257 3099 1024 964 931 848 782 750 2075 204 1871 173 108 83 1838 148
is_linear=0
shrinkage=0.0257382


Tree=293
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 2 0 2 0 2 2 0 0 1 0 1 0 1 1 0 2 1 1 1 2 1 0 2 1 1
split_gain=2.73895 4.18726 4.07812 2.71154 2.59508 4.22241 3.77403 3.13577 2.51307 2.565 3.30094 3.132 4.55093 2.95978 6.94323 4.27991 2.53393 2.2032 2.1612 2.05118 3.13286 1.97466 1.89826 2.58398 1.84084 1.62068 2.59753 5.96839 1.64091 4.30774
threshold=42.783136484500005 0.57212358910000016 42.982930821650008 40.00488309970001 42.684965421050009 42.620627117000005 0.48368312325000012 42.720329370750001 0.56579144335000009 42.154118731400011 42.027798546600003 0.48271009850000007 0.47774018740000007 0.3584174126500001 0.49194634890000005 0.36476452800000009 0.52468488970000016 0.36510882910000009 0.48522499325000007 0.41973294215000007 41.243661560350013 0.34479506600000004 0.49146732130000009 0.49284452560000008 42.081757894750005 0.32467590790000006 0.47396784530000008 39.065416244600009 0.34458549145000011 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 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 8 7 -6 9 10 13 12 21 14 19 -15 -13 -17 -5 20 -1 -11 -3 -24 -12 -21 27 -27 -28 -30
right_child=2 3 -4 18 6 -7 -8 -9 -10 11 24 16 -14 15 -16 17 -18 -19 -20 25 -22 -23 23 -25 -26 26 28 -29 29 -31
leaf_value=-0.0044253024036731217 -0.0028066596448159263 -0.0044453889732803675 -0.00010221734947207506 0.0002622425960600488 0.0045510738298701302 -0.0034236105922528185 -0.0015440676475589616 -0.00014628222207365181 0.0019073979175531983 0.0019896224414136707 0.0035072231971769747 0.0014637978775852672 -0.0060635770997591355 -0.0031100006819804668 0.004212369233294073 0.0030410008636169573 -0.0014778398870380306 8.121113116891791e-05 -0.0043325695258681993 0.0025854487710176527 0.003762091307177987 -0.0025391857889263229 0.0052607710887928047 -0.0041761661329234364 0.00036714806770077167 0.00051930446213997326 0.0021722998101695525 -0.0056965529126135244 -0.0008567973032173016 0.0011098987984290549
leaf_weight=3.0055502257309845 9.9873596560209972 5.9255621021147844 151.51098455372266 13.343749433755873 8.4817821085453016 4.819038829766213 3.6437285859137765 3.3240728853270403 18.59852381143719 2.9550971919670719 9.0908557921648008 11.23777572065592 3.9510279949754477 7.0176521791145197 9.4733982011675817 4.3371928930282584 8.7541394345462304 165.20220714434981 1.97478678356856 7.0205843746662131 1.0631788400933144 3.5753242447972298 0.91070827934890974 1.0494494825834406 4.7905730055645099 9.6117232283577305 12.3957262635231 3.5562825249508014 25.486644051969051 70.442789260298014
leaf_count=217 92 228 1506 97 60 39 22 21 84 27 28 41 37 56 46 14 62 857 192 23 26 34 6 225 28 70 44 48 113 290
internal_value=0.000184985 0.000357658 -0.000269465 -0.00133552 0.000455432 0.000389558 0.00210289 0.00322848 0.000437717 0.000362411 0.000466736 -0.000775879 -0.00259089 0.00038148 0.000821956 2.70777e-05 0.000175702 0.000156929 -0.000330097 0.000579701 -0.0022859 -0.000489844 -0.00328861 0.000208326 0.00242356 0.000670426 0.000559765 -0.00115941 0.000768748 0.000587385
internal_weight=586.537 425.039 161.498 23.2043 401.835 386.385 15.4496 11.8059 381.566 362.968 332.494 30.4734 10.4814 318.613 142.056 176.557 19.9919 169.539 15.3185 132.582 4.06873 6.53042 7.88572 1.96016 13.8814 128.514 121.493 13.168 108.325 95.9294
internal_count=4633 3035 1598 748 2287 2184 103 81 2145 2061 1860 201 98 1804 877 927 103 871 289 831 243 61 459 231 56 588 565 118 447 403
is_linear=0
shrinkage=0.00409931


Tree=294
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 1 1 0 0 1 2 1 2 1 1 0 1 0 0 0 0 2 1 2 1 2 2 2 2
split_gain=5.15287 5.6757 4.98191 5.87862 3.26394 2.78906 4.9075 7.64441 3.2117 3.39071 3.19492 5.33161 4.00174 4.57237 2.85072 2.77609 3.16954 2.57908 3.08531 4.55696 4.07907 3.12142 2.43911 6.65394 3.9085 3.29188 3.50412 4.34529 4.60194 3.59245
threshold=0.39078171310000004 0.47721625100000004 0.5380527529500001 0.54504356155000011 36.377496227400009 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.5206281249000001 0.50913146310000013 0.37977904855000005 38.911218973650008 0.36265381275000008 39.852039223600009 0.38045268105000002 0.43540612555000008 0.56065686655000013 0.34512439750000007 0.47757552170000012 0.47943175355000006 0.47847369840000004 0.48389269780000005 42.154118731400011 0.34542378970000004 42.876019054300009 0.34560342505000002 42.684965421050009 42.720329370750001 43.157831852650006 42.91168285345001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 -2 6 7 8 9 17 12 -12 -11 -14 -7 -5 -17 18 -3 20 -20 -21 -19 24 -24 -25 -27 -28 29 -29
right_child=2 5 3 15 -6 14 -8 -9 -10 10 11 -13 13 -15 -16 16 -18 22 19 21 -22 -23 23 25 -26 26 27 28 -30 -31
leaf_value=-0.00029074990036274468 -0.0043883799221665363 0.002235909194479272 0.0010362434562615427 -0.001180467651500217 -0.00091809577383129783 -0.0035029433659946197 0.0031004746032677281 -0.003401539687467035 0.0030985127686094975 0.0017767643313927662 -0.0018945434676257526 0.0026526565889784014 6.1060092544651563e-05 -0.0046143891245422047 2.5574886089756232e-05 0.0013579018084883803 -0.00028686324713696806 0.0012376959380978022 -0.00039958980066552162 0.0011686160692492991 -0.0044971624583877668 -0.0016569066273330211 -0.0044567820435366338 0.0029486046491688958 -0.00021784862749748524 -0.0010747994065085041 0.0034534787948670518 0.00064964472542171662 0.0013535685738904717 -0.0034080437873187357
leaf_weight=94.973440296947956 3.1595846228301516 5.8603717759251586 47.672333555296063 31.063460699282587 47.436480459757149 3.2544060796499243 9.1397429257631284 5.0269942432641974 6.0347287356853476 2.7936700806021717 4.8988507837057096 6.6358535625040531 3.8369315862655622 5.656518030911684 10.832397811114786 14.881411388516424 91.807722187484615 116.68672955781221 6.312506861984728 17.336534589529041 4.5833325386047363 5.6712989956140509 4.269495487213133 7.2935363613069049 5.3648423552513123 11.013154171407221 6.7285385131835929 4.7400244176387805 22.210740022361279 4.7994595542550087
leaf_count=973 33 17 173 276 537 27 23 26 21 10 22 19 16 59 48 58 1386 435 27 57 32 26 30 27 24 60 56 20 81 34
internal_value=0.000167577 0.000407943 -0.000215297 3.56045e-05 -0.00113481 0.000644106 0.000719778 0.000635361 0.000715659 0.000657368 -0.000528165 0.000721436 -0.00170124 -0.00272473 -0.000789602 -0.000310689 -5.74451e-05 0.000784085 2.09183e-05 -0.000361951 -0.00212323 0.000472141 0.000949817 0.000444071 -0.00209635 0.000875083 0.000569512 0.00104014 0.000528699 -0.00139184
internal_weight=611.975 375.954 236.021 185.425 50.5961 280.981 266.894 257.754 252.727 246.692 23.8218 11.5347 12.2871 9.49345 14.0868 137.753 106.689 222.871 39.764 33.9037 10.8958 23.0078 183.107 66.4198 9.63434 56.7855 49.4919 38.4788 31.7502 9.53948
internal_count=4633 2170 2463 1893 570 1197 1122 1099 1073 1052 126 41 85 75 75 1720 1444 926 159 142 59 83 767 332 54 278 251 191 135 54
is_linear=0
shrinkage=0.00330603


Tree=295
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 1 1 0 0 1 1 0 2 1 0 2 2 2 2 0 2 2 0 0 1 1 2 2 1
split_gain=7.92854 9.78409 7.75053 9.54729 3.39614 4.0879 3.27383 4.77904 3.67384 3.17402 3.9999 5.95532 4.43853 3.80498 3.23059 3.11657 3.01454 2.91625 2.98708 2.86014 3.79435 2.82471 2.66084 4.12876 3.61835 6.5093 2.92168 2.63697 4.25641 3.65988
threshold=0.39078171310000004 0.47721625100000004 0.5380527529500001 0.54504356155000011 0.3447651268000001 0.47396784530000008 0.43540612555000008 0.4529056016000001 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 40.806664626150003 0.44922307715000004 0.56065686655000013 40.408647214050006 42.081757894750005 49.960114208400007 44.749265482150008 0.5641597557000001 36.377496227400009 46.095286511800005 0.61797550970000004 0.60861950240000018 0.48616807880000007 0.50214065445000011 42.720329370750001 43.968221017800005 0.34527409360000011
decision_type=2 2 2 2 2 2 2 2 2 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 21 -4 5 -1 17 8 -8 -10 11 12 -11 -13 -15 -9 -6 -5 -19 20 -17 -2 -21 24 25 -24 -25 -18 -29 -30
right_child=2 -3 3 6 16 -7 7 15 9 10 -12 13 -14 14 -16 19 27 18 -20 22 -22 -23 23 26 -26 -27 -28 28 29 -31
leaf_value=-0.00023535427457760177 -0.0033859529446211016 0.00065815901388333834 0.0010386848791604395 -0.00056876351014406102 -0.003289415480397748 0.0015319889202144272 0.001792964650896404 -0.0045108332361830763 -0.0021289832726752479 -0.00044771226320896565 0.0019566069809177455 -0.0035740073567012373 0.0030642439380894333 -0.0012744069805219864 0.0018084615961437361 0.00091289831090017224 -7.8475942389736515e-05 -0.0032418194468543647 0.00070623970988234963 0.0021950783694711933 -0.0013391717073479015 -0.00089024527339896754 0.0016538448144859004 -0.0040351709915755251 0.002499361201513168 -0.0031180753002922252 -0.00063291096716415127 -0.0032673604922589588 0.0028832520211421503 -0.0013443027643273205
leaf_weight=50.615008020307869 3.2514290437102309 285.36240441910923 50.347051030956209 25.410115029662848 3.3294232124462715 10.698738262057303 12.012501824647186 1.306829199194907 3.7420253306627265 4.4885728955268878 8.2976873740553838 3.3889770088717333 5.2912761680781841 8.5547244772315008 3.1343003287911406 6.1297715678811064 19.13676917180419 6.0332930423319331 1.6460607685148714 3.8409277237951782 28.622955553699285 52.097757557407022 4.6866602301597613 2.3036530092358571 5.0569062177091837 3.2784918518736959 6.5360215744003654 5.7413049573078734 1.8459000512957571 5.4979115426540375
leaf_count=521 33 1197 173 173 83 37 35 16 19 24 25 68 20 77 9 27 160 75 28 13 873 537 19 21 28 62 108 87 5 80
internal_value=0.000180894 0.00041601 -0.000179358 6.51532e-05 -0.000297355 7.30324e-05 -0.000275789 -6.14358e-05 0.000545176 0.000138942 0.000394906 -0.000126399 0.00145239 -0.00115043 -0.000447765 -0.000541817 -0.000936146 -0.000992723 -0.00239556 -0.000456021 -0.000941946 -0.00103685 0.000201 -0.000149343 0.000780787 -0.000310299 -0.00151955 -0.000692987 -0.0015917 -0.000281688
internal_weight=631.685 382.227 249.458 194.109 96.8651 61.3137 143.762 110.672 48.9101 36.8976 33.1555 24.8579 9.77985 15.078 11.689 61.7622 35.5513 33.0895 7.67935 60.4554 34.7527 55.3492 25.7027 21.8617 13.0221 7.96515 8.83967 32.2219 13.0851 7.34381
internal_count=4633 2170 2463 1893 973 558 1720 1444 277 242 223 198 44 154 86 1167 415 276 103 1151 900 570 251 238 109 81 129 332 172 85
is_linear=0
shrinkage=0.00259775


Tree=296
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 1 2 1 1 2 2 1 1 1 2 1 2 0 1 1 0 2 0 2 2 1 2 0 0 0
split_gain=0.871966 3.55652 3.07842 2.90172 2.37332 2.20252 2.59036 2.19525 3.99428 2.84406 2.48512 3.00032 2.13571 1.97945 2.06703 4.78867 4.03476 3.00028 2.47201 4.03218 4.72091 2.88116 2.61831 1.48818 3.38076 3.37621 2.29974 1.47711 1.42501 2.0515
threshold=0.39078171310000004 0.5380527529500001 0.54504356155000011 36.377496227400009 0.43540612555000008 0.43593006200000012 36.772607578000013 0.40437412050000004 0.41917906650000009 38.396531328800009 41.362929270750008 0.42307116555000007 0.39670967935000007 0.42473279245000012 43.968221017800005 0.40206880030000008 44.279556297950009 0.53146612375000013 0.39394030120000006 0.39563186730000005 0.53447501570000011 37.892416320650007 0.52290350590000012 42.620627117000005 40.636252116050009 0.41917906650000009 39.955516828000007 0.55131582885000008 0.47880302985000006 0.47847369840000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=28 3 23 -2 7 -6 -7 12 -9 -10 11 -11 -4 14 15 18 -16 -18 -5 -20 21 -21 -23 24 26 -26 -3 -12 29 -1
right_child=1 2 4 13 5 6 -8 8 9 10 27 -13 -14 -15 16 -17 17 -19 19 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00023071864337920558 -0.03857595919588374 0.0079008620533641931 -0.011083629629583598 -0.020043193016382365 0.032556049398736894 -0.03255222313698608 0.0010561237959914012 -0.039174052185488743 -0.035454594111436963 0.021127942155943345 -0.00374793221988646 -0.0082521223861097264 0.032974919127265016 -0.034692597878523565 0.03557692815826597 -0.045129563963329067 -0.032247151488391142 0.0084222497286366368 0.020653281437681168 0.019536718329185247 0.018281152143281403 0.0075322360499615387 -0.035541199371547198 -0.0049800002638670784 0.0041701438139021959 0.031342484151393596 -0.015197276503718037 -0.038086944751644161 0.0030169059487169178 -0.018404392177001024
leaf_weight=109.46203180996235 2.7598287798464289 15.396421872079374 1.9598896261304641 7.3662651609629455 1.982114448212086 2.1596620474010697 87.654988563503139 4.2504447647370425 2.7656694790348437 5.6028208434581774 2.2246311381459227 7.4321586787700653 2.0889729643240571 2.1755563772749147 3.1068089678883535 3.0372208487242451 2.5452238713623956 4.8325401991605759 6.2710459604859379 1.4254152365028847 4.1807091906666747 1.611496564000843 6.6468726526945829 7.0123828295618287 7.1679683253169086 10.159026958048342 5.3341597095131865 2.3862267043441534 209.18791057448834 6.0227816533297291
leaf_count=1104 33 59 30 92 7 281 1156 64 57 19 12 41 21 103 7 30 111 19 22 13 16 11 113 36 26 29 23 32 1022 44
internal_value=0.000537815 -0.000976749 0.00109425 -0.00843798 -0.00143374 0.000945595 0.000247985 -0.00904115 -0.0124378 -0.00687027 -0.00239019 0.0043763 0.011648 -0.00651258 -0.00501815 -0.00900545 0.00659592 -0.00560812 -0.00501601 0.000481444 -0.00864247 -0.020266 -0.0271361 0.00785355 0.0102182 0.0201016 0.00195751 -0.0215192 0.00152461 -0.00117851
internal_weight=536.209 211.537 165.578 45.959 120.508 91.7968 89.8147 28.7108 24.662 20.4115 17.6458 13.035 4.04886 43.1992 41.0236 30.539 10.4846 7.37776 27.5018 20.1355 13.8645 9.68378 8.25837 45.07 38.0576 17.327 20.7306 4.61086 324.673 115.485
internal_count=4633 2463 1893 570 1720 1444 1437 276 225 161 104 60 51 537 434 297 137 130 267 175 153 137 124 173 137 55 82 44 2170 1148
is_linear=0
shrinkage=0.0303162


Tree=297
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 0 0 1 1 2 0 2 1 1 0 1 0 2 1 2 2 2 0 1 1 0 0 1 2
split_gain=4.3485 6.07764 5.83694 3.73693 2.96152 3.55432 3.93517 2.9795 5.01115 3.81654 5.03711 2.91411 5.49955 2.89857 3.83659 3.82284 3.43009 2.87565 4.27979 2.83411 2.79622 2.74679 2.57406 2.40947 4.699 6.74742 2.96885 3.27668 2.81369 7.30061
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.54504356155000011 0.43540612555000008 0.43837010870000009 0.57161462230000015 0.5641597557000001 0.44844465735000011 0.4529056016000001 44.749265482150008 0.57670429030000014 47.309807198350008 0.4172030777500001 0.40651477500000005 0.54284302865000023 0.41861022125000008 0.57559653900000007 40.94178426300001 0.45107930900000009 40.858951393400005 42.081757894750005 39.476991512000005 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.5206281249000001 0.50730517050000012 0.37644082515000005 38.911218973650008
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 21 6 -6 19 17 11 -11 -10 -13 14 -4 16 -15 -9 -19 -7 -17 -5 -21 24 25 26 27 -3 -29 -30
right_child=2 23 3 4 5 7 -8 8 9 10 -12 12 -14 15 -16 20 -18 18 -20 22 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.00031046129049409161 -0.0014056757969323755 0.00080370889011592962 0.00048073688158073934 -0.00061137331912466432 0.00029671792180224299 0.0021420487744591272 0.0038548614485015486 -0.0052522470807362838 0.0027431811660882646 -0.0016445561810444905 0.00041309621123014205 -0.0041338471982632448 0.002726107492398606 0.0020046910877893438 -0.0026819261173908217 0.00076294633477752766 -0.00097501198102239517 0.0026699031088091205 -0.0041607019229315039 0.0014042194507339315 0.0034764390955659558 -0.0029353002145962974 -0.0019040495894502912 -0.00066170633786229779 0.0030591959542963956 -0.0030922319567967954 0.003020197864993298 -0.0016152141088927377 -0.0024418082705439333 0.0022888127611970831
leaf_weight=93.391543935984373 34.501336816465482 214.78328287601471 25.436594140715901 24.305910956114534 9.9958000443875772 9.8707115314900893 5.0552579294890156 3.5147591643035403 7.2038610801100713 26.318421932985075 25.111219975166023 2.3895476795732975 2.675814688205719 7.1192155778408077 4.9491013064980498 6.6247745752334621 10.082940913736818 1.7557419585064051 2.2740795779973269 4.8483843691647035 10.771492004394529 7.0978484107181421 5.3364273011684418 14.144566763192413 9.0395727157592756 5.1055160313844672 5.9399505704641333 11.803050016984345 5.6141616702079764 9.4633334912359697
leaf_count=973 479 912 116 173 45 30 20 39 19 873 251 38 9 21 28 22 49 28 36 19 28 103 37 75 23 26 21 78 27 35
internal_value=0.000191164 0.000414211 -0.000156029 5.6632e-05 -0.000249832 1.20257e-05 0.00149181 -0.000231923 -0.000546931 -0.000246955 -0.00063988 0.00140009 -0.000510026 0.000706277 -3.43851e-05 0.00135676 0.000258156 -0.00307963 -0.00118469 0.000887083 0.0024431 -0.00113663 -0.000329179 0.000659517 0.000730915 0.000647631 0.000724745 0.000668325 -0.000413435 0.000527348
internal_weight=606.524 369.285 237.239 202.738 137.754 106.35 15.0511 91.299 71.2434 63.6989 51.4296 12.2692 5.06536 64.9841 30.3857 34.5984 17.2022 7.54458 4.02982 20.0555 17.3963 31.4038 10.1848 275.893 261.749 252.709 247.604 241.664 26.8805 15.0775
internal_count=4633 2170 2463 1984 1720 1444 65 1379 1293 1190 1124 66 47 264 144 120 70 103 64 86 50 276 56 1197 1122 1099 1073 1052 140 62
is_linear=0
shrinkage=0.00328654


Tree=298
num_leaves=31
num_cat=0
split_feature=2 0 1 2 2 1 2 2 0 1 2 0 2 1 1 2 1 1 1 0 2 0 1 1 0 2 0 2 1 1
split_gain=0.93833 2.20495 3.15307 3.65876 1.62661 1.8759 2.36319 3.01098 3.03824 1.82836 1.94682 2.4695 2.12923 4.58145 2.40271 2.62062 2.85942 1.98051 1.84404 2.46889 1.81448 1.71206 1.70714 3.75313 1.59586 2.54456 1.82898 1.88394 1.54029 2.4848
threshold=49.064150740050003 0.39614083410000006 0.31100865245000009 49.960114208400007 48.823707093150006 0.31118828780000007 45.044778924400006 44.952171034750002 0.41973294215000007 0.4995808509000001 47.74983977685001 0.58887458460000019 44.578137159850009 0.4172030777500001 0.37644082515000005 44.749265482150008 0.34491482290000003 0.44618424600000006 0.46636328255000009 0.58745247150000013 42.580420142950011 0.5054040298000001 0.3584174126500001 0.37447980600000008 0.58035687555000015 51.757767929250001 0.66718062335000017 52.834037000700008 0.46280051495000007 0.4529056016000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 6 7 8 -1 10 12 21 18 14 15 -14 -17 -15 28 -20 -21 -12 -18 -24 25 -5 27 -26 29 -7
right_child=1 2 3 24 -6 9 -8 -9 -10 -11 11 -13 13 17 -16 16 22 -19 19 20 -22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.027321679069154205 -0.032579545880039772 0.019969238060451408 -0.026317475599792174 0.016313099045814315 0.0097543618318632567 0.0011953516360753427 -0.034705146090549643 0.040737179794701532 0.028660654607518848 -0.013480163696312613 0.012577028563122629 0.024653568159339723 -0.039597488632993699 0.01829474137160093 -0.028720152078828994 -0.030735658491184606 0.021977467751667503 -0.0034118792783139071 -0.030200099464110893 0.0037240846754808313 -0.027030029971366346 -0.0097050239468279304 -0.026651030482078713 0.037790423597519954 -0.028891239546870926 -0.025478194189559655 0.01977263163227954 0.005900271919094458 0.013552541974034356 -0.010939368563994301
leaf_weight=2.2329557430930436 1.5446508154273058 3.0780282989144352 4.1602982631884506 4.8651766339316946 11.225327240303157 430.53549847437534 1.9915255066007373 0.76971951872110356 0.76551702618598927 5.3796500749886027 4.3556451424956304 4.4570739567279807 1.2536270562559382 4.183956837281583 5.3357578134164214 1.4871280845254657 2.4511211812496185 6.0400921124964952 2.5317427078261954 5.7328684008680284 1.4045232385396955 3.7941838912665844 1.7052624216303232 0.77210774272680271 2.6488797999918461 1.0398752110777421 0.99868639744818199 1.3984256121329961 5.7459691050462416 10.157192985760046
leaf_count=167 16 10 67 28 47 2677 27 3 2 540 16 14 14 28 144 30 8 37 70 120 27 27 76 2 74 98 30 22 30 182
internal_value=0.00042554 -0.00476367 -0.00240153 -0.00695823 0.00062465 0.000420938 -0.0133388 -0.00204652 -0.0130293 0.000580296 0.000734054 0.0101406 0.000486656 -0.00667505 -0.0162239 -0.00752977 -0.00126366 0.00547106 0.000851393 -0.00962584 -0.00232783 0.00220353 0.00762925 -0.00656693 0.000396336 0.00895368 -0.00961787 -0.0168701 0.00107831 0.000915668
internal_weight=534.042 19.734 18.1894 15.1113 514.308 503.083 5.75972 3.76819 2.99847 497.323 491.944 12.6069 479.337 23.2291 13.005 7.66925 6.41562 10.224 456.108 9.66913 7.13739 8.14983 4.92849 2.47737 10.951 5.90505 5.04599 4.04731 446.439 440.693
internal_count=4633 345 329 319 4288 4241 199 172 169 4042 3502 57 3445 339 274 130 116 65 3106 217 147 43 86 78 252 126 126 96 2889 2859
is_linear=0
shrinkage=0.0242498


Tree=299
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 1 0 0 2 2 0 0 1 1 1 2 1 0 2 2 0 2 2 0 2 2 1 2 0
split_gain=0.868014 2.02358 1.54038 1.61992 2.50158 2.00899 1.86141 1.38838 0.964543 0.907245 2.51297 1.43621 2.00035 2.10757 1.28674 2.26577 2.24597 1.7081 3.26732 2.30117 2.16768 1.98212 1.43803 1.71038 1.30275 3.04425 3.65847 2.53027 1.86132 1.42844
threshold=49.292797572200008 49.960114208400007 0.47648274005000008 0.39670967935000007 0.3979222179000001 0.48522499325000007 0.48616807880000007 0.61400856260000014 0.3972336157500001 47.74983977685001 45.700098835450007 0.58984760935000013 0.60263165775000016 0.49585341755000006 0.46551001470000003 0.46280051495000007 44.749265482150008 0.4529056016000001 0.58249753000000004 42.620627117000005 37.817254840650008 0.58634472020000017 42.527280425250005 42.498713093000006 0.57212358910000016 40.94178426300001 40.00488309970001 0.44618424600000006 41.976795488650005 0.5485614203000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 8 -3 -4 -5 -6 -7 -8 -2 10 14 -12 -13 -14 15 17 22 24 20 21 -19 -20 23 -16 27 26 -26 29 -29 -1
right_child=1 2 3 4 5 6 7 -9 -10 -11 11 12 13 -15 16 -17 -18 18 19 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.0010143198320261826 -0.0059007833778262951 0.031260478209271983 -0.030087149000383381 0.040657961849040081 -0.024934335495820564 0.019186389964217492 -0.024066671141916397 0.0030514102439900578 -0.027753863910268513 0.0042222358268755623 -0.015775963217948104 0.018800721338585093 -0.032464277918755856 0.0085284300189018905 -0.0081771561786533262 0.017621996256776528 0.015241334637408024 0.005220663490707652 0.016383029256917155 0.025306400563516854 -0.025992496916766542 -0.025506230735114471 -0.024993803193805432 0.030041068173524327 -0.024099836103920299 -0.02757995251857694 0.016988145474861514 0.0036601894027899302 0.019975075137726561 -0.0039053959547971822
leaf_weight=388.92386932182126 1.789423719048499 0.74560827016830344 0.94585148233454575 0.72707974910735984 1.6429391875863055 2.2779752910137177 1.4174579270184038 2.8792140949517488 2.3514466634951532 31.060779466293752 7.5977322943508607 1.7622421309351919 1.285271227359772 1.2395607591606674 9.7345076966157613 3.9630154967308036 2.1539886472746721 1.4618469402194003 0.97612760774791274 1.885108910501003 4.778243406675756 1.3602715525776146 2.4432212020037687 0.62708161026239473 1.6973166717216361 2.6886532381176949 3.0483461171388626 8.9172417819499952 5.8106122110038987 32.146471430547535
leaf_count=2606 10 2 28 1 101 8 60 53 51 163 168 7 12 32 568 15 9 17 7 5 114 41 146 2 75 38 9 32 18 235
internal_value=0.000352457 -0.00500754 0.000171526 -0.00217215 0.000779713 -0.00274865 0.00279533 -0.00589476 -0.0183103 0.000506085 0.000267846 -0.00991888 0.000461277 -0.012339 0.000524011 0.000735603 -0.00594955 0.0005881 -0.00837012 0.00687002 -0.0186803 -0.00800526 -0.00951422 -0.0058642 0.000799541 -0.00851083 0.00229277 0.000958367 0.0100969 0.000638726
internal_weight=530.339 14.777 10.6361 9.89052 8.94467 8.21759 6.57465 4.29667 4.14087 515.562 484.501 11.8848 4.28707 2.52483 472.616 457.657 14.9588 453.694 10.4616 4.22151 6.24009 2.3364 12.8048 10.3616 443.233 7.43432 4.74566 435.798 14.7279 421.07
internal_count=4633 314 253 251 223 222 121 113 61 4319 4156 219 51 44 3937 3212 725 3197 184 53 131 48 716 570 3013 122 84 2891 50 2841
is_linear=0
shrinkage=0.0224301


Tree=300
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 1 0 1 1 1 0 1 0 1 2 1 2 1 1 1 1 1 2 2 0 1 1 2 2 2
split_gain=0.829003 1.567 1.03621 1.36959 0.774072 2.90431 2.70521 2.69681 2.91488 3.06956 2.52039 5.98279 2.12641 2.59991 3.02455 3.32793 3.92585 3.31846 3.09804 3.18393 3.53931 3.61195 2.88421 2.54773 2.54692 2.87494 4.96021 4.1312 2.51925 2.25842
threshold=0.39587138110000003 0.3733870243500001 0.39614083410000006 0.39672464895000009 0.52324780695000006 0.37644082515000005 0.52252926560000013 0.38906020780000011 0.39019789825000006 0.39995808510000008 0.5195503128500002 0.38334181610000007 0.5380527529500001 0.38976377950000002 43.61821939175001 0.39814676205000005 44.578137159850009 0.41861022125000008 0.40206880030000008 0.39394030120000006 0.39563186730000005 0.39995808510000008 36.772607578000013 38.324118171300007 0.54450465555000005 0.41917906650000009 0.40437412050000004 39.525197829750006 48.553014326500012 38.396531328800009
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -9 -10 11 -5 13 -7 18 28 -17 -18 19 23 -21 22 -22 -15 -14 26 27 -26 -16 -27
right_child=2 -3 3 4 5 12 -8 8 9 -11 -12 -13 24 14 15 16 17 -19 -20 20 21 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=0.0076458882453443117 0.015075152735974744 -0.034122723888423453 -0.0168892936650091 0.0016119081239549351 -0.04220144263494148 0.011703595934880098 0.018114565484933818 -0.033299183494304066 0.0095420594602893156 -0.032722234777025912 0.01776631716354542 -0.034404570552051879 0.0072669486717587255 -0.0068414243909924915 -0.034854787759536265 0.035291046435440003 0.0098348255176189808 -0.043307404260185527 -0.041856970039225165 0.013261142894949925 0.0092307529558817002 0.013165531730902898 -0.034409110951607556 -0.038384519364185916 0.032346714784380941 -0.01209553034109476 -0.039507740994360163 -0.01839643511861189 0.027235753722765377 0.0016524966749754484
leaf_weight=1.43211674503982 4.1277226582169524 1.64720499725081 3.8855337975546709 272.59560108825099 1.4381625745445479 6.1751448512077323 8.0960807354422268 3.9319355599582178 5.3062644564779475 2.0249713548691943 7.9541892241686574 3.9913133159279814 41.597833639476448 3.8541987035423571 2.606054717674851 3.7924076616764051 3.9547988884150982 1.3423962434753773 2.9996131099760523 6.7674005553126362 1.6607197262346725 3.0127916373312473 5.8131240326911211 5.0397044122219086 2.2782395556569082 11.352828958537428 4.3598515789490193 3.4266772442497313 0.70896361768245686 99.603936660569161
leaf_count=18 18 170 24 1756 18 25 35 22 38 61 31 24 163 26 93 9 39 60 29 27 12 12 98 78 5 446 67 59 2 1168
internal_value=0.000411574 -0.0146972 0.000500412 0.000384623 0.000514777 -0.000840623 0.00145934 0.00100349 -0.0130122 -0.00213182 0.00155829 0.00109217 -0.000557834 -0.00597795 -0.00860564 0.00347232 0.0126075 -0.00363229 -0.0137458 -0.0105209 -0.00320425 -0.01383 -0.0247121 -0.0247152 0.00103292 -0.00110985 -0.0160553 0.00186767 -0.0215758 0.000245832
internal_weight=526.778 3.07932 523.698 519.571 515.685 211.785 303.9 295.804 11.2632 7.33124 284.541 276.587 210.347 47.7273 41.5522 12.4046 9.0896 5.2972 29.1476 26.1479 17.254 10.4866 7.47384 8.8939 162.619 121.022 10.0648 5.70492 3.31502 110.957
internal_count=4633 188 4445 4427 4403 2436 1967 1932 121 99 1811 1780 2418 510 485 203 108 99 282 253 149 122 110 104 1908 1745 131 64 95 1614
is_linear=0
shrinkage=0.0292046


Tree=301
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 2 0 2 0 2 1 2 0 1 1 1 2 2 0 2 2 1 2 1 1 1 2 2 0 1
split_gain=0.768365 1.36591 3.14469 3.10767 7.34937 1.52393 1.52435 4.40205 3.40596 4.21063 3.42369 2.18012 3.90309 3.06393 3.74425 3.68641 2.83894 5.53054 2.90855 2.00401 1.83806 1.62133 1.39328 1.3712 1.27877 3.01535 1.87089 2.91128 1.55714 2.18261
threshold=0.47721625100000004 0.35585760905000008 0.35027394390000005 0.47976108500000009 0.48588365620000007 39.117456157700005 0.47938684470000009 39.896141435400004 0.47787491390000009 40.518963363600001 0.34566330350000002 41.257948413050009 0.48588365620000007 0.34569324270000007 0.34545372890000009 0.34587287805000005 42.844429421150004 41.489621506400006 0.48233585820000008 42.455548714850003 41.257948413050009 0.34545372890000009 41.808689985400001 0.34512439750000007 0.34524415440000006 0.34536391125000004 42.720329370750001 44.749265482150008 0.47604862130000009 0.35696536035000009
decision_type=2 2 2 2 2 2 2 2 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 5 -3 -5 -2 7 -7 19 -10 20 12 21 14 16 -15 17 -13 -19 -9 -11 23 -17 -8 -1 -26 28 -28 29 -27
right_child=1 3 -4 4 -6 6 11 8 9 10 -12 13 -14 15 -16 22 -18 18 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=-0.00023178056184860216 0.015016686120553542 0.023846691114199733 0.015119596939496119 -0.042858291738041412 -0.00016200291487796875 -0.026437624020190138 0.0018546568403972382 0.013597762274669863 0.011379727880267119 -0.037401694644214535 0.0037836309286008109 0.013865723391156973 0.023262596562909195 0.015631314933688415 -0.019119583249269306 0.010233828779238089 0.0088799467147128771 -0.005947600427941761 -0.03155789189222763 -0.0037858964560861315 -0.014664231142963436 -0.0050725635404238233 -0.0035356604515948101 0.016976243213196868 -0.032286187075051306 -0.029254957375062712 -0.029594073582819319 0.0041847855156311852 0.013308966437784597 0.0036892784277885093
leaf_weight=61.468952389899641 4.5133299082517615 2.9261652156710616 10.178909257054327 2.2432349640876046 289.80547804621165 3.9299585521221152 7.9598788470029884 10.563452862203123 4.6874708756804493 3.1459309309720975 3.7588964849710456 4.7272776812315014 7.0696397870779029 12.230806954205034 7.6853266581892958 5.2765834778547314 10.596985310316084 5.6808992326259595 4.3032726496458054 5.6042192429304114 5.2208166606724262 8.2121149450540525 17.562029931694269 5.6691925227642059 2.3334607090801027 1.5499305124394576 3.1168565885163835 2.5707749780267477 4.2508219853043556 3.9154350617900491
leaf_count=719 17 9 54 20 2902 21 31 33 14 27 24 14 39 83 47 30 39 28 25 29 39 33 74 21 42 29 60 65 15 50
internal_value=0.000296221 0.000676909 0.00251422 -0.000248534 -0.000489954 0.00158712 0.0011344 -0.00292962 -0.000128428 -0.00753329 -0.0148446 0.00268127 0.00808715 0.000385046 -0.00475491 0.00522078 -0.000392839 -0.00707223 -0.0169859 0.00757204 -0.0232136 0.0031751 -0.000354388 0.00814468 -0.00183562 -0.00739374 -0.00362289 -0.0143262 0.0026426 -0.00565342
internal_weight=522.758 443.552 148.577 294.975 292.049 138.398 133.885 36.9107 32.9808 16.8131 12.1256 96.974 28.9108 68.0632 32.9938 35.0694 25.3084 14.7114 9.98417 16.1677 8.36675 21.8412 22.8386 13.6291 79.2062 17.7373 15.4038 5.68763 9.71619 5.46537
internal_count=4633 3653 722 2931 2922 668 651 187 166 104 90 464 124 340 153 187 106 67 53 62 66 85 104 52 980 261 219 125 94 79
is_linear=0
shrinkage=0.0234978


Tree=302
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 1 2 2 1 1 2 0 0 2 1 1 0 1 0 2 0 2 0 0 1 2 2 2 2 0
split_gain=2.48339 5.44813 3.66004 2.61864 2.68832 7.83565 4.76835 2.44061 3.83859 2.33866 3.00491 2.94786 7.42815 2.08505 2.89184 4.14659 2.31813 4.01074 2.27695 4.20613 2.07964 4.0595 3.87646 4.97612 3.57815 3.9972 7.8334 2.83272 2.97548 2.59848
threshold=0.39170982905000007 0.39394030120000006 0.47721625100000004 37.232443001650005 0.39563186730000005 0.39814676205000005 49.960114208400007 35.119813570500007 0.43643902880000007 0.3447651268000001 40.408647214050006 0.47568935060000012 0.47396784530000008 41.772405911750006 0.34584293880000011 0.34518427590000006 0.47697673720000006 0.34548366815000003 0.45995628875000011 50.189067467950004 0.5485614203000001 44.202975721700007 0.53312775065000018 0.53146612375000013 0.43584024430000007 41.489621506400006 40.806664626150003 41.542492784600007 40.94178426300001 0.56065686655000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 9 7 -5 6 -6 8 -3 11 -11 12 -1 16 15 -15 17 -12 19 -16 21 27 23 -23 25 26 -22 28 -7 -26
right_child=1 3 -4 4 5 20 -8 -9 -10 10 13 -13 -14 14 18 -17 -18 -19 -20 -21 24 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=-0.0002477791650812353 -0.0044889686305999554 0.0015460597775179489 0.00060309795936605852 0.0023847019541033024 -0.0045689870370958837 0.00079862485633943898 0.0045145049733683737 -0.0029699404522095471 -0.0042860700792179875 -0.0049098287994027148 -0.0052260294469877429 -0.0042299476345556593 0.0038494202973344488 -0.00035776023467175316 -0.0044344520445237807 -0.0050564876244836975 0.0027265871629671657 0.0022468758335089786 0.002101576490915072 0.0063826758247888344 -0.0029257740531681651 -0.0041982847732068397 -0.0058494050578688757 0.0032791570774592391 0.001738740854559651 -0.004854116729160713 0.0035813499318596963 0.0020187411618970965 -0.0023073769086180279 -0.00013509889069394565
leaf_weight=47.481552650686353 4.3353070162702343 6.33377260155976 274.92534092627466 7.3859182088635853 8.0672534611076081 30.710697645321488 0.99380346573889333 8.7602434144355339 2.3760077637853101 2.9758287849836078 2.0637644603848475 2.2520916908979407 7.9022231958806506 5.6454137079417723 2.6107243075966831 5.8606750629842281 4.5888223201036453 2.3536159731447697 4.6033228188753128 0.69736540317535389 8.0859988965094107 2.4611861461307836 2.6063887439668179 3.0526899993419647 13.129698194563387 4.7858323296532026 4.3594924211502066 25.706439632922411 5.5801677107810965 82.67281651054509
leaf_count=521 91 48 1230 39 180 125 6 162 212 83 73 14 23 41 93 79 12 13 20 1 76 112 23 8 47 71 11 106 30 1083
internal_value=0.000181024 -0.000145743 0.000379801 -5.89993e-05 6.81462e-05 -2.08693e-05 -0.00357272 -0.00151166 -4.49316e-05 -0.000309699 -0.00116887 0.00015837 0.000336814 -0.000777209 -0.00149896 -0.00275108 0.000778887 -0.00124441 0.000322087 -0.00215414 0.000154852 0.000684238 -0.00191722 -5.84907e-05 -0.000173539 -0.00181506 -0.000646414 0.00102497 0.000321039 0.00012171
internal_weight=585.364 221.404 363.961 217.068 199.598 192.212 9.06106 17.47 8.70978 89.0354 31.3995 57.6359 55.3838 28.4237 19.4175 11.5061 9.0062 4.41738 7.91141 3.30809 183.151 70.1176 8.12026 5.51388 113.034 17.2313 12.4455 61.9973 36.2909 95.8025
internal_count=4633 2430 2203 2339 1917 1878 186 422 260 973 415 558 544 332 234 120 98 86 114 94 1692 404 143 120 1288 158 87 261 155 1130
is_linear=0
shrinkage=0.00391285


Tree=303
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 0 1 1 0 1 2 0 1 2 1 2 2 0 0 1 1 0 1 0 0 2 2 1 0 0
split_gain=0.764675 1.37939 1.94485 1.1434 1.55367 5.41408 1.34119 1.84134 1.76694 1.02519 0.934151 4.28338 2.9341 2.23552 1.83336 1.45757 1.24172 2.50975 5.009 2.25577 3.68042 1.17343 0.934796 6.27457 2.00623 1.20467 3.56926 1.88281 4.17736 2.2205
threshold=31.914316944300001 0.38045268105000002 0.38772791230000009 35.119813570500007 0.34377713240000007 0.49405706415000006 0.36551300860000008 0.38334181610000007 0.54450465555000005 0.43643902880000007 37.041406607950009 0.5296248615500001 0.46280051495000007 36.859113051050009 0.36476452800000009 36.257608591500009 37.765550062200006 0.52324780695000006 0.54191491270000014 0.42307116555000007 0.4529056016000001 0.49067393190000008 0.34007963835000005 0.4413939702500001 0.43572048740000008 48.96897326980001 48.823707093150006 0.31118828780000007 0.41160444300000004 0.3733870243500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7 -8 -9 -10 11 13 -13 14 21 -16 17 -12 -19 -20 -21 -5 23 24 25 26 27 29 -29 -18
right_child=3 2 -4 10 5 6 7 8 9 -11 16 12 -14 -15 15 -17 22 18 19 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.028463036820970584 0.021306566889166656 0.027780414012323184 -0.027586675260291054 -0.0012947648684067689 -0.041741081495258077 0.020305007831071722 -0.021521329716520678 0.01568314067124546 0.0022447195923381005 -0.026515318697689534 0.016068367979822411 -0.033271095277373985 0.015801957654923642 -0.01781534770271458 0.0021500649552145994 0.018587205304905416 0.0072492428479254594 -0.042325975664766577 0.025216736779473083 -0.033855179511081232 0.015074012289812358 -0.031810302868537282 0.00046263347142978518 -0.032895562726483772 0.021781909232526014 -0.010840235701119728 0.021577398160821451 0.023719117617259238 -0.012681748383681161 -0.030779818111040726
leaf_weight=1.5262353417929255 3.3970206789672401 0.90295401215553261 0.66329061955912039 2.0337439230643315 1.478353639133277 3.7124969288706771 1.5544536486268032 5.820746682584284 2.5471506025642161 1.0570959228498393 8.7306909058243054 4.1715702898800364 0.89127315266523499 3.3723567239940158 9.5984863154590112 4.9175794199109069 1.3794508744031313 1.5673535838723172 2.4359554946422577 1.5713306292891505 2.2582587964134291 1.2122613862156866 427.12641522428021 3.9392335005104533 2.4006350040435782 6.4000268168747416 4.086296707391738 3.1999891586601734 4.6783235371112823 2.8117922303499654
leaf_count=81 21 3 138 58 23 14 8 22 23 89 44 72 55 27 45 18 16 17 6 26 36 8 3431 65 8 40 10 10 50 169
internal_value=0.000318971 -0.0118529 0.00433295 0.000391588 0.00621317 0.00304239 0.00754865 0.00323533 0.00731841 -0.00619036 0.000163207 -0.00434941 -0.0246322 0.00050941 0.0039886 0.00771844 0.000413359 0.0070165 -0.00307288 0.00674645 -0.00500228 -0.0126912 0.00017352 -0.00410005 0.00044515 -0.00182573 0.0017453 -0.0049691 0.00210344 -0.0182634
internal_weight=521.443 3.09248 1.56624 518.35 19.5673 16.1703 14.6919 10.9794 9.42499 3.60425 498.783 26.1973 5.06284 21.1344 17.7621 14.5161 472.586 16.5636 7.8329 6.26554 3.82959 3.24601 456.022 28.8957 24.9565 22.5559 16.1559 12.0696 7.87831 4.19124
internal_count=4633 222 141 4411 200 179 156 142 134 112 4211 283 127 156 129 63 3928 129 85 68 62 66 3799 368 303 295 255 245 60 185
is_linear=0
shrinkage=0.0245507


Tree=304
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 2 1 0 1 1 2 0 2 2 0 2 2 0 0 2 2 2 2 2 1 1 1 2 2 1
split_gain=0.705077 1.38946 0.726484 1.06401 2.74283 1.91631 1.32588 2.66112 0.730112 0.71228 2.19099 2.27242 1.79395 1.41725 1.29037 3.11288 3.32853 3.2325 3.03096 2.56074 3.96436 2.45661 4.59428 4.51374 3.62498 2.35675 1.96 2.24651 3.38978 1.81914
threshold=0.39587138110000003 0.3733870243500001 0.39614083410000006 0.42314601355000009 49.064150740050003 48.914776625700007 0.31118828780000007 0.41160444300000004 0.3096613874000001 0.3584174126500001 38.396531328800009 0.49588335680000006 41.976795488650005 38.983591653800012 0.48077901860000011 41.319407281650008 41.873095646600007 0.48389269780000005 0.48458129995000004 43.157831852650006 42.620627117000005 41.873095646600007 43.895345911700005 41.529896397300007 0.3447651268000001 0.34536391125000004 0.34575312120000007 42.91168285345001 42.431220712750012 0.34479506600000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 10 -5 13 -13 -12 21 18 25 -18 -16 20 -19 23 24 -15 -23 -17 27 28 -26 -24
right_child=2 -3 3 9 -6 -7 7 -9 -10 -11 11 12 -14 14 15 16 17 19 -20 -21 -22 22 29 -25 26 -27 -28 -29 -30 -31
leaf_value=0.0056373811500918906 0.012010750548103121 -0.032164487690297859 -0.0081524149020594499 0.011551856567315347 0.011441431468454336 -0.05503960665577929 0.014726874329407856 -0.028777192146822873 -0.037447376132969099 -0.00036364097275117674 -0.016149414518965344 0.028736597001232312 0.0051540256097614675 -0.0020269532357415606 0.003731699124576006 0.0014256816711754651 0.010775591044151789 -0.00028900997505956885 0.023645173534417939 0.0093328539345936285 -0.034053950688954712 0.0035795575449103262 -0.0082533553583638095 0.015870862633663847 -0.037518149692799277 -0.022216749301377535 -0.0065301003573193907 -0.040313588394754928 -0.0052934676307467097 0.013225652937261034
leaf_weight=1.4517857842147344 3.9550149738788596 1.4279900497058404 0.98009819607250226 15.524586171377448 3.7250596582889557 0.8670082539319991 2.5842437567189336 1.7432290771976111 1.7626748066395521 294.69853650807636 3.8445593547075978 3.6045019105076772 7.0777016282081604 43.431775578297675 14.798870459198953 5.3025230169296247 20.546875223517418 6.8001365959644335 9.1625988781452161 5.7672498375177375 4.1429747194051743 7.9145676866173771 4.1901089437305918 13.73049760982394 3.7708576563745755 7.5896181762218475 7.4931785091757765 4.2488043038174501 6.7305129915475845 9.6261079199612123
leaf_count=18 18 170 31 102 16 6 28 146 25 3020 24 26 36 213 57 20 119 27 45 19 30 47 37 57 47 41 50 63 55 40
internal_value=0.000318841 -0.0131074 0.000393829 0.000304032 -0.00782048 -0.0168604 -0.0121785 -0.0027978 -0.0269792 0.000493535 0.00172398 0.000920003 0.0131115 0.000192822 0.000551336 0.00327886 -0.000575825 0.00354776 0.0113464 -0.00533951 -0.0130721 -0.00144734 -0.00628231 0.00227214 -0.0122352 -0.0124926 -0.0178624 -0.0236192 -0.0168648 0.00671161
internal_weight=518.494 2.87978 515.614 511.659 11.6623 7.93725 7.07025 4.32747 2.74277 499.997 205.299 189.774 10.6822 179.092 175.247 74.1108 50.1494 37.2572 23.9615 16.7104 10.9431 101.136 43.9741 57.1623 30.1579 12.8921 22.2434 14.7502 10.5014 13.8162
internal_count=4633 188 4445 4427 252 236 230 174 56 4175 1155 1053 62 991 967 358 256 195 102 76 57 609 339 270 262 61 215 165 102 77
is_linear=0
shrinkage=0.0272097


Tree=305
num_leaves=31
num_cat=0
split_feature=0 2 0 1 2 1 1 1 1 2 0 2 2 1 0 0 2 1 2 2 2 0 2 1 1 0 1 1 2 2
split_gain=3.6294 4.37909 4.60537 4.26447 3.38508 5.73982 3.74607 3.28066 3.36963 3.46071 3.16856 3.88917 4.35592 2.94515 5.28545 4.46327 3.6671 3.5492 3.38095 2.74607 2.64309 2.44596 5.76249 4.32392 4.12887 5.20758 3.64767 6.11948 4.45085 9.0934
threshold=0.5485614203000001 44.202975721700007 0.41973294215000007 0.41861022125000008 47.927946529500012 0.4172030777500001 0.3584174126500001 0.43540612555000008 0.43593006200000012 36.772607578000013 0.47774018740000007 44.749265482150008 45.205561619650005 0.41917906650000009 0.53998383280000006 0.54284302865000023 43.895345911700005 0.42111014640000005 40.00488309970001 47.079243513300007 49.247968080500009 0.47880302985000006 42.759119507950011 0.34458549145000011 0.35585760905000008 0.48735067810000005 0.34575312120000007 0.34545372890000009 41.489621506400006 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 2 -1 4 5 6 10 -2 -9 -10 11 -3 -13 14 16 -15 21 -17 -16 -8 -6 22 -4 -24 26 -26 27 28 -23 -30
right_child=7 3 13 -5 20 -7 19 8 9 -11 -12 12 -14 15 18 17 -18 -19 -20 -21 -22 24 23 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0020022367366026839 -0.0012659866819621536 -0.0041499854981626554 0.00020765898282856964 -0.0038116269784341317 0.0010223189610007615 0.0038198629351622517 -0.0034329434308675933 0.003518413368219655 -0.0030270413091751584 -4.6373847831865177e-05 0.0017233307992124268 0.0021591371181894554 -0.0031686199809531899 -0.00042369917199175215 -0.00010212622621966761 0.0028667355884540121 0.001970784667515265 0.00064488755915884913 -0.0032807910915683999 -0.00051606445992084696 -0.001046136292398353 0.0016630071215797508 0.00095242879618532715 -0.0029438048564987256 -0.0031602417064318039 0.00022542978963201985 0.0013642071538983562 -0.00098243783163914325 -0.0017633410885215441 0.0018864820596383764
leaf_weight=6.5264077153988174 22.143304043449461 2.6239716997370177 80.890517508611083 2.954591801390051 17.761372424662117 1.8266230523586262 8.2206694558262807 2.0657862313091746 3.2299909725552416 102.05331009067595 4.1704419553279877 3.1688771238550544 2.0195355340838432 9.5334841050207597 5.5963862352073175 12.981445573270323 11.35610046237707 10.415000975131987 5.178070642054081 3.7903372608125201 6.8921331968158475 28.161960251629353 3.1110455840826026 8.6682264106348139 3.7537032961845389 134.1832137554884 58.19646479934454 18.733802504837513 11.610761985182764 10.402493700385092
leaf_count=344 239 28 440 92 64 4 200 7 281 1151 12 18 39 59 27 34 38 36 34 31 55 94 16 113 24 721 255 87 58 32
internal_value=0.000148114 0.000263306 0.00036071 -0.000501105 -0.000307317 -0.00102474 -0.00139355 -0.000272408 -6.74587e-05 -0.000137818 -0.000272014 -0.00133718 8.53632e-05 0.000398071 0.00032756 0.00121141 0.000384701 0.00187767 -0.00162975 -0.00251246 0.000444062 0.000334349 -6.21225e-05 -0.00191476 0.000472971 0.000133295 0.000841594 0.000400225 0.000916467 -3.85957e-05
internal_weight=602.22 472.728 419.299 53.4286 50.474 25.8205 23.9938 129.492 107.349 105.283 11.9828 7.81238 5.18841 412.773 379.843 32.9299 369.068 23.3964 10.7745 12.011 24.6535 357.712 92.6698 11.7793 265.042 137.937 127.105 68.909 50.1752 22.0133
internal_count=4633 2955 2412 543 451 332 328 1678 1439 1432 97 85 57 2068 1939 129 1878 70 61 231 119 1840 569 129 1271 745 526 271 184 90
is_linear=0
shrinkage=0.00283508


Tree=306
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 2 1 0 0 1 2 1 0 1 2 2 2 0 2 2 0 0 0 1 1 1 1 0 0 2
split_gain=0.73569 1.74766 1.59634 1.09033 1.81732 1.87462 2.03113 0.951183 0.883637 2.20028 0.83315 2.03968 1.22625 3.02158 2.97452 2.43001 3.97461 1.86643 1.23789 1.1749 1.07729 1.65107 1.31475 1.02805 1.0751 1.42247 0.710189 3.25742 4.98015 3.72587
threshold=49.292797572200008 49.960114208400007 0.50491003265000012 0.47648274005000008 0.39670967935000007 50.189067467950004 0.48522499325000007 0.3972336157500001 0.61400856260000014 0.48616807880000007 47.927946529500012 0.4985778869000001 0.45798030000000006 0.34007963835000005 41.909642283050012 39.476991512000005 35.771221912400001 0.3733870243500001 33.96174662340001 48.109449608500007 0.51809826055000008 0.58887458460000019 0.39672464895000009 0.33894194785000004 0.34458549145000011 0.3447052483500001 0.3584174126500001 0.48458129995000004 0.48368312325000012 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=10 7 3 -3 -5 -6 -7 -2 9 -8 11 12 13 14 15 16 18 -16 -1 -12 22 -22 -21 -14 -25 -26 27 28 -27 -29
right_child=1 2 -4 4 5 6 8 -9 -10 -11 19 -13 23 -15 17 -17 -18 -19 -20 20 21 -23 -24 24 25 26 -28 29 -30 -31
leaf_value=-0.012020251453392363 -0.0056108139181439932 0.031929263284813228 -0.02648252984208771 -0.031841125958774107 0.029354381979373064 -0.026404062364858569 0.016769822369529362 -0.029195353646012102 0.019327989819757665 -0.02568558269805812 0.016115954789130568 -0.017642195357991795 -0.013033494393608409 -0.026131303243526086 0.0057736642322064168 0.016666185579930864 -0.034375020294860822 -0.027259735125136585 0.017739994304504802 -0.00065707368289914152 -0.015366837624408318 0.0055391434632236164 0.01363434253847055 0.0060374250081927918 -0.012162668011044047 0.001028528561238659 -0.00017835016782206478 0.016054155053395122 -0.021181085147228336 0.0011466474103095123
leaf_weight=1.1624843268655261 1.7842529118061059 0.71315188705921073 1.1489720046520222 0.86413964221719464 1.4475273340940473 1.3919140233192591 1.5958376228809359 2.182590854819864 1.8702926859259603 1.249477290548384 4.2234656363725689 3.6467949897923964 3.1542422138154498 3.3841025076108044 1.4067950602620829 5.5970673793926835 1.85196778178215 3.2513079652562737 2.5902823358774185 7.5630131512880343 4.0959581211209279 4.6090935077518225 7.2263900935649872 20.619068067520857 5.083555079996585 115.64015569537878 263.36431879142765 17.559611782431602 6.101920247077941 21.299619786441326
leaf_count=62 10 2 58 28 6 98 6 51 6 49 20 531 38 229 16 53 53 171 15 39 33 30 25 85 25 650 2011 102 38 93
internal_value=0.000291265 -0.00507775 0.000134613 0.00348341 0.00107389 0.00483868 -0.000971724 -0.0185872 0.00653518 -0.00187383 0.000443219 0.000207938 0.000345834 -0.00557783 -0.00119224 0.00549899 -0.00565293 -0.0172833 0.00852124 0.00448126 0.00238976 -0.00429768 0.00632599 0.000597577 0.000693194 0.000436363 0.000587431 0.00184321 -8.46551e-05 0.00788301
internal_weight=517.679 14.2482 10.2813 9.13234 8.41919 7.55505 6.10752 3.96684 4.71561 2.84531 503.431 475.713 472.066 19.244 15.8599 11.2018 5.60473 4.6581 3.75277 27.7179 23.4945 8.70505 14.7894 452.822 449.668 429.049 423.966 160.601 121.742 38.8592
internal_count=4633 314 253 195 193 165 159 61 61 55 4319 4172 3641 599 370 183 130 187 77 147 127 63 64 3042 3004 2919 2894 883 688 195
is_linear=0
shrinkage=0.02396


Tree=307
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 2 2 0 2 1 2 1 2 2 1 1 2 1 0 0 0 1 0 2 0 0 1 0 0 0
split_gain=2.76894 6.06202 3.96992 2.82148 5.44523 4.24726 2.88917 2.6396 3.51487 3.63046 3.45157 3.35724 3.45068 7.28954 3 4.74567 2.67451 2.49221 2.32288 2.30538 2.64363 2.22025 2.0412 2.02087 2.92894 1.93148 2.1575 3.22739 3.61371 2.3244
threshold=0.39170982905000007 0.39394030120000006 0.47736594710000008 0.39563186730000005 0.39995808510000008 37.232443001650005 36.558960102350007 0.5485614203000001 44.202975721700007 0.41861022125000008 41.542492784600007 0.43584024430000007 41.489621506400006 40.806664626150003 0.41625999220000004 0.40206880030000008 40.00488309970001 0.41347564445000012 0.55980359870000018 0.55688452445000014 0.52290350590000012 0.41997245590000004 0.68131193680000013 34.424709467050008 0.54413041525000005 0.47757552170000012 0.34512439750000007 0.47943175355000006 0.47847369840000004 0.48389269780000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 6 23 -5 8 10 17 14 12 13 -9 15 -7 -16 -10 -13 20 -8 -18 -20 24 -6 -4 27 28 -27 -29
right_child=1 3 25 4 5 7 19 11 9 -11 -12 18 -14 -15 16 -17 21 -19 22 -21 -22 -23 -24 -25 -26 26 -28 29 -30 -31
leaf_value=-0.00024199444726225652 -0.0036260962477537234 0.0015800487360111935 0.0022935982868027343 0.0013965031464736812 0.0030348569902064453 0.00096482350064196773 0.0012053909575200576 -0.0023417093789837558 -0.0018886717154058315 -0.0041342342699654117 0.0017835289075408415 0.0014354943557862547 -0.0038359184379293454 0.0026922069769324442 0.0015702756331242582 -0.003821899505338068 0.0010967269277408118 0.0026184666148564252 -3.3091655907385411e-05 0.0015734363823262593 -0.0032688755690251947 -0.0018001892213390421 -0.0034197255977043771 -0.0029769559332669276 -0.0019136040300687046 -0.00018737779248666759 0.00056951154996249306 0.00096879635580781047 -0.0038799684534387901 -0.0013640886411111241
leaf_weight=94.088850608095527 4.7360995435155919 9.7786884303204697 5.7343772128224364 2.2998884245753315 1.6795382760465125 4.0563493669033033 1.4470031838864077 8.1235468424856681 2.4535345463082185 2.8694673152640462 24.471442434936762 10.766908530145882 4.3510897848755112 4.2740459740161887 15.792748197913172 4.0095954686403275 4.7649672664701921 2.3273112112656236 78.858203404117376 1.3098520711064328 11.528271989896892 5.6058946773409843 1.7715628816513334 6.4113218430429697 3.7971624030033126 6.3261530399322492 231.88064793497324 16.809064827859405 4.3573740273714066 5.5245956927537909
leaf_count=993 91 51 18 14 7 15 8 76 32 92 97 40 68 11 48 31 16 17 975 13 204 27 115 172 210 27 1050 57 32 26
internal_value=0.000143935 -0.000134719 0.000310097 -5.69955e-05 -0.000135865 1.6584e-05 -0.00184911 0.000139523 0.000629454 -0.00135981 0.000888709 -0.000161068 -0.0014453 -0.000606277 0.000248982 -0.00141466 0.000761866 0.000305399 7.427e-05 -0.00237165 -0.00276991 -0.00046918 -0.000107501 -0.00178796 -0.000396061 0.000502038 0.000463255 -0.000282984 -0.00169343 0.000391719
internal_weight=582.206 217.484 364.721 212.748 202.97 186.385 16.585 174.497 66.3513 7.65031 58.701 108.145 16.7487 12.3976 34.2296 8.06594 26.1636 4.78085 91.3967 14.2851 12.9753 10.3709 80.6298 11.888 5.4767 270.632 264.898 33.0172 10.6835 22.3337
internal_count=4633 2430 2203 2339 2288 2049 239 1660 375 141 234 1285 155 87 137 46 91 49 1130 225 212 43 1090 389 217 1210 1192 142 59 83
is_linear=0
shrinkage=0.00312018


Tree=308
num_leaves=31
num_cat=0
split_feature=0 1 1 2 1 1 2 1 0 1 1 0 1 2 0 1 2 2 0 0 2 0 1 2 2 2 2 1 2 1
split_gain=0.68924 0.919475 2.83793 0.707468 1.29699 1.77901 0.964432 1.35867 1.91463 0.82278 1.47146 1.52364 0.957651 0.763155 3.80804 2.52033 2.04194 1.71556 1.21165 3.59574 1.06504 2.16913 1.49436 0.83264 4.90254 2.2777 3.94643 3.15033 2.87633 4.55739
threshold=0.66977036620000019 0.57854555250000017 0.58454836680000011 31.914316944300001 0.38045268105000002 0.38772791230000009 35.119813570500007 0.34377713240000007 0.49820364660000011 0.36551300860000008 0.38334181610000007 0.54450465555000005 0.43643902880000007 37.041406607950009 0.5296248615500001 0.46187239905000005 36.558960102350007 36.257608591500009 0.50035927070000008 0.49820364660000011 37.765550062200006 0.52324780695000006 0.4529056016000001 40.300545846000013 40.467253020850002 40.003678352300007 39.896141435400004 0.34569324270000007 39.476991512000005 0.34524415440000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 -1 -6 7 -5 -9 -10 -11 -12 -13 14 16 -16 17 18 19 -8 21 -15 -23 25 -25 26 28 -27 -22 -30
right_child=1 2 -4 6 5 -7 13 8 9 10 11 12 -14 20 15 -17 -18 -19 -20 -21 23 22 -24 24 -26 27 -28 -29 29 -31
leaf_value=-0.030550694662534916 -0.030636332696804137 0.038413075944817458 -0.031268980370299904 0.022297350449525685 0.029497760763172013 -0.029448010909291278 -0.011365427894490701 -0.020644896205514345 0.019353476139572716 -0.01969814026345381 0.015861668614425589 0.0023487685847924421 -0.028264195122037296 0.016406685279988974 -0.034866146056041644 0.01272147958976564 -0.012861228742924719 0.022574087134714007 -0.0066418182450287203 0.03075841572108565 0.0012248848294212165 -0.010560184938591816 0.014935130647176064 0.016206309766851088 0.00023843795348379545 0.0044923690104289983 0.017859276454675572 -0.019019405211168003 0.0086376544922155268 -0.0170162127537711
leaf_weight=1.4171196861425408 1.1594874986913049 0.73396758479066171 0.90198107063770294 3.0778578668832806 0.84638449549674966 0.60999199596699327 2.7616100697778219 2.0334645528346291 2.8304834738373748 1.6211972087621678 5.7295540794730169 2.5671649128198628 0.97671205591177557 8.3685541637241823 3.8365613517817101 0.96424171957187343 5.6536128958687177 3.2607794664800158 6.5179514531046152 2.8521080017089844 61.628296706127003 5.3635415295138946 2.2635353431105614 13.87929223384708 326.22596814483404 6.1632659845054176 7.7495917454361907 10.966736924601717 6.7378595173358944 16.624799043755047
leaf_count=81 115 7 101 21 3 99 56 27 10 8 22 23 71 44 68 47 40 17 35 8 400 49 26 69 2863 28 32 108 24 131
internal_value=0.000319387 -0.0127109 -6.15901e-06 0.000390318 -0.0126294 0.00480878 0.000463581 0.00630674 0.00318356 0.00671391 0.00343008 0.00747339 -0.00608833 0.000239791 -0.00416122 -0.0253082 0.000662599 0.00562987 0.00107556 0.010036 0.000483909 0.00715611 -0.00299378 0.000246728 0.000890068 -0.00174474 -0.000116477 -0.01056 -0.00175553 -0.00961756
internal_weight=516.324 2.79544 1.63595 513.528 2.8735 1.45638 510.655 18.8364 15.7586 13.7251 10.8946 9.27343 3.54388 491.818 25.8469 4.8008 21.0461 15.3924 12.1317 5.61372 465.971 15.9956 7.62708 449.976 340.105 109.871 92.7405 17.13 84.991 23.3627
internal_count=4633 223 108 4410 183 102 4227 182 161 134 124 116 94 4045 271 115 156 116 99 64 3774 119 75 3655 2932 723 587 136 555 155
is_linear=0
shrinkage=0.0263131


Tree=309
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 0 1 1 2 2 0 1 0 2 1 2 0 1 1 0 2 2 0 2 2 1 1 2 1 2
split_gain=0.661056 1.24314 1.08657 1.58072 5.17044 2.47538 3.56269 1.6541 1.49021 3.15186 1.32937 1.81477 3.9311 2.48538 2.59235 2.65522 8.9708 2.55322 2.75848 2.41618 2.26202 2.53941 1.77546 1.6887 1.6771 1.5194 1.46265 1.42073 1.10961 1.14714
threshold=0.47721625100000004 0.47709649410000005 0.47787491390000009 0.47880302985000006 40.518963363600001 0.47961138885000004 0.34587287805000005 0.34518427590000006 41.257948413050009 41.685324604100011 0.48077901860000011 0.3584174126500001 0.49688632075000011 41.319407281650008 0.34494476210000008 41.741384785950011 0.48634771415000005 0.3459626957000001 0.34575312120000007 0.49194634890000005 43.157831852650006 42.620627117000005 0.48149755995000004 39.354247760400007 41.16018805045001 0.34569324270000007 0.34521421515000011 41.835830569250014 0.34569324270000007 41.362929270750008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 28 4 -4 6 7 -5 -6 -10 26 13 23 19 -15 16 -16 18 22 24 21 -19 -17 -13 25 -12 -7 -28 29 -2
right_child=2 -3 3 5 8 10 -8 -9 9 -11 11 12 -14 14 15 17 -18 20 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0012964270707990836 0.0015669468838473374 -0.018565526333739101 0.0077869424825509426 0.011949745738640121 -0.03894887629229029 -0.020440323554466372 0.027339568544423643 -0.009431540356792268 0.0055802796238126782 -0.034029631922025287 0.0092443167670944702 -0.0053757890206905254 3.0079381685064032e-05 -0.015919478613835067 -0.037292932599238722 0.015652460251674234 0.01872864559355646 0.00038020760341282386 0.023196568304041723 0.027762030996972237 0.010378165049427889 -0.024043100746772326 -0.0025090817860652648 -0.035212591838251796 0.018388281350926787 -0.0063642335670410655 0.0069276302212570948 -0.012654602687122925 -0.0035980064461158226 0.017088415152977817
leaf_weight=72.646616059471853 5.5843867808580425 3.0244324728846541 7.6800539493560782 5.1218541562557203 2.5825679004192335 4.2932471334934226 5.835430607199668 4.9616853855550289 2.7309243679046631 2.8696871679276228 10.465740613639364 2.280923753976821 280.67728592082858 5.8153825886547557 4.2945519387721998 6.0907943025231388 3.7118436396121979 8.304334759712221 8.378985367715357 4.617720626294612 6.8977475576102725 4.6123217940330496 9.7530953809618932 3.1405316339805722 6.5341680198907843 7.4267082437872878 5.5822267383337003 4.7995821088552475 5.1293567270040503 8.1674798429012281
leaf_count=963 20 17 29 18 24 22 27 26 9 39 42 10 2836 28 27 23 16 34 68 36 30 27 45 42 33 37 23 28 27 27
internal_value=0.000291332 -0.00198664 0.00068458 0.000405796 -0.00776633 0.000726999 0.010927 0.00142891 -0.0223633 -0.0147154 0.000308162 0.000614709 -0.000399881 0.00395489 0.000792627 0.00266004 -0.0113208 0.00520189 0.0109495 0.0102544 -0.00182449 -0.00834095 0.00447268 -0.0226596 0.0069447 0.0027656 -0.00748349 -0.00212537 0.00687796 0.0107854
internal_weight=514.012 75.671 438.341 419.459 15.8632 403.596 15.919 10.0835 8.18318 5.60061 387.677 373.002 286.099 86.9034 57.8591 52.0437 8.0064 44.0373 24.2229 29.0443 19.8144 12.9167 15.8439 5.42146 24.4266 17.8924 14.6751 10.3818 18.8812 13.7519
internal_count=4633 980 3653 3579 101 3478 71 44 72 48 3407 3334 2888 446 298 270 43 227 136 148 91 61 68 52 112 79 73 51 74 47
is_linear=0
shrinkage=0.0263922


Tree=310
num_leaves=31
num_cat=0
split_feature=1 1 1 2 1 0 1 2 1 0 1 0 0 1 2 0 0 1 0 2 1 0 1 2 0 0 1 0 2 2
split_gain=0.646557 0.648133 2.28412 0.633111 1.04217 1.3955 1.11786 1.03304 0.828648 1.80387 1.00421 1.66348 2.34815 0.843421 1.26603 0.688993 3.39771 1.15082 3.46857 2.92182 3.42088 2.16691 1.84134 2.7028 1.61206 1.7677 1.5537 2.48128 1.55729 2.08876
threshold=0.5225142959500001 0.57854555250000017 0.58454836680000011 32.724174661450007 0.38045268105000002 0.53017873715000008 0.31753540315000006 35.119813570500007 0.34377713240000007 0.49877249185000011 0.38723391515000005 0.5380527529500001 0.54450465555000005 0.40437412050000004 33.361153777850006 0.47673722340000008 0.47642286160000008 0.3447651268000001 0.47396784530000008 43.968221017800005 0.34548366815000003 0.45995628875000011 0.3584174126500001 50.189067467950004 0.45995628875000011 0.46898296455000005 0.33400197600000009 0.4413939702500001 48.96897326980001 48.823707093150006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 8 -5 -10 -11 -12 -13 -14 -15 16 17 18 24 20 -19 -22 -21 -24 26 -26 27 28 29 -9
right_child=1 2 -4 7 5 -7 -8 15 9 10 11 12 13 14 -16 -17 -18 19 -20 22 21 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.012964707996880449 -0.030118172750833491 0.034440924356236011 -0.033353773137863092 0.022439059811270784 0.018830992564398727 -0.031672942538082498 -0.03757349800073756 -4.3678805050814685e-05 -0.01570219555218896 0.020290900372348927 -0.025462885544474727 0.033560815384006328 0.020893119083064904 0.0088510001198192096 -0.031896073239241762 0.00062285577583966721 -0.041302490099081733 -0.034151928809390331 0.01847804908053147 0.038165641221772566 -0.032159808336026177 0.007101198908539867 -0.03247720241450551 0.042013924575911625 -0.030975534172425274 -0.0027055808875107081 0.024153813229569342 -0.034730824614172935 -0.011576458030881389 0.023668914985291858
leaf_weight=0.47176827397197429 1.1415235593449318 0.76254436513408996 0.88482012192253023 2.5771055445075062 1.459302291274071 0.65251968859229226 1.5321757858619092 14.696743635460747 2.8438867568038395 4.5579435154795629 1.3645445629954336 2.1230603903532028 0.78476561605930362 1.162702474743128 1.367599314311519 427.25088678242173 1.8185279676690687 4.6854349386412633 7.6126755997538558 1.544855069369077 1.5075168600305913 5.005213376134634 1.0879291621968148 0.63616365194320668 3.1729356572031966 4.2842997070401907 2.0781824532896271 1.7430813014507283 6.3472330681979647 3.8670585751533499
leaf_count=14 259 13 115 19 7 99 74 284 29 15 10 5 2 13 68 3086 37 145 27 4 55 35 62 1 27 28 19 31 40 10
internal_value=0.000292011 -0.0134928 -0.00197246 0.000367653 -0.0108461 0.00322607 -0.0256758 0.000459205 0.00746233 0.00474513 0.00986367 0.0028772 0.00998834 -0.00510812 -0.0131723 0.000218051 -0.00266029 -0.0014543 0.000864307 -0.00847438 -0.0154449 -0.00198664 0.0154041 -0.00499113 -0.00284084 -0.014734 0.000245927 -0.00161814 0.000698834 0.00489593
internal_weight=511.025 2.78889 1.64736 508.236 4.11577 2.11182 2.00394 504.12 16.7816 14.2045 11.3606 6.80267 5.43813 3.31507 2.5303 487.339 60.0879 58.2693 43.8022 14.4671 11.1982 6.51273 3.26895 1.72409 36.1895 7.45724 28.7323 26.6541 24.911 18.5638
internal_count=4633 387 128 4246 194 106 88 4052 161 142 113 98 88 83 81 3891 805 768 466 302 235 90 67 63 439 55 384 365 334 294
is_linear=0
shrinkage=0.0287079


Tree=311
num_leaves=31
num_cat=0
split_feature=1 2 0 0 2 0 2 2 0 0 2 2 0 2 1 1 2 0 2 2 0 1 2 2 2 0 0 2 2 0
split_gain=3.76201 4.17546 3.79684 3.35436 2.82746 3.71926 2.96423 4.29017 3.59407 3.94829 2.88082 2.81923 2.47829 2.46489 3.44333 4.46066 3.36216 2.84183 3.67451 3.62908 2.68516 5.60403 2.55754 3.5485 2.05454 2.03605 4.07318 3.43218 5.12083 2.21604
threshold=0.4529056016000001 44.202975721700007 0.41973294215000007 0.56065686655000013 44.749265482150008 0.5641597557000001 46.095286511800005 47.74983977685001 0.61797550970000004 0.64803449000000013 50.189067467950004 43.895345911700005 0.68433579830000013 47.927946529500012 0.4172030777500001 0.3584174126500001 49.064150740050003 0.47774018740000007 44.749265482150008 45.205561619650005 0.39614083410000006 0.31100865245000009 49.960114208400007 50.427417695700008 47.079243513300007 0.57212358910000016 0.56748300950000019 40.94178426300001 40.00488309970001 0.5485614203000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 -6 -8 10 -10 -9 25 -11 14 15 17 -15 18 -3 -20 -18 -22 -23 -24 -17 26 29 28 -27 -4
right_child=3 13 11 4 6 -7 7 8 9 12 -12 -13 -14 16 -16 24 20 -19 19 -21 21 22 23 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.0018780392956791127 -0.0041440894286662415 -0.0037501037936155282 0.00029863439722140371 0.0009642562467696256 0.0023325640409819111 -0.0012508877658891086 -0.0034941937083519713 0.002334010018456447 -0.0042623611091136696 0.0011090054408673996 -0.00013418932381199455 0.0014645915439673489 -0.0029009899097545075 0.00076459942093786348 0.00065546906118656547 -0.0031274573655448441 -0.0037770574780062773 0.0015268853053124775 0.0018475940240651866 -0.0028580439071312219 0.0024597937593432303 -0.003384598780653102 0.0019600173446249845 -0.002836847769046249 -0.00099746971991838116 -0.0028339720186037801 0.0016801391919417791 -0.0032624665810613144 0.0022879435594864101 -0.0003835478429809752
leaf_weight=5.4732488235458723 1.6443137917667616 2.4681536173447984 390.87642399640754 6.2012601345777503 3.9617344792932299 29.226839801645838 2.2661368045955923 6.420032277703287 2.0255803335458031 3.7954120021313429 6.3470589518547058 13.583194974809883 1.4329608604311941 19.106760993599895 7.0822091447189441 8.9625116735696775 1.9392911046743382 4.1191398650407791 3.0677701942622662 1.7299442738294599 3.1402042806148511 3.3014490054920316 2.1856696680188179 1.9871954028494654 4.6382862478494635 2.2128868205472809 13.730982996523379 2.9473174214363098 3.2558663487434387 35.018870922736824
leaf_count=344 20 28 2016 27 13 873 42 21 21 22 81 54 51 82 51 204 16 12 18 39 10 42 10 105 43 75 49 35 9 220
internal_value=0.000116551 0.00018795 0.000273058 -0.000481991 -0.000384359 -0.000863154 0.000261868 -0.000106215 0.000277263 -0.00118303 0.00110696 0.000298562 9.97013e-06 -0.000435847 -0.000943523 -0.00139676 7.83611e-05 -0.000196982 -0.00117427 0.00015085 -0.000966086 -0.000452517 -0.00167607 -0.000324338 -0.00240107 0.000263212 0.000287443 -0.00100255 0.000215402 0.000242543
internal_weight=594.149 530.827 467.099 63.3213 61.677 35.4281 26.2489 22.2872 20.021 7.25395 12.7671 461.626 5.22837 63.7286 32.068 24.9858 31.6606 11.385 7.26587 4.79771 12.5538 10.6145 7.47431 4.17287 13.6008 448.042 439.626 8.41607 5.46875 425.895
internal_count=4633 3462 2802 1171 1151 900 251 238 196 94 102 2458 73 660 395 344 265 97 85 57 183 167 157 115 247 2404 2285 119 84 2236
is_linear=0
shrinkage=0.00259795


Tree=312
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 0 0 1 1 0 0 0 2 2 0 2 0 2 2 0 0 2 1 2 1 2 2 1 0
split_gain=4.48135 5.80411 5.99899 4.38173 2.83556 3.3276 3.21405 3.20239 3.54551 5.65125 3.49569 3.2682 2.97188 2.73909 2.59029 2.84901 2.58702 3.03957 2.56388 3.43609 2.85781 3.48234 2.5604 2.48956 2.44939 2.37586 2.70673 4.73525 4.03822 3.74321
threshold=0.39078171310000004 0.5380527529500001 0.54504356155000011 0.47736594710000008 0.43540612555000008 0.4529056016000001 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 0.56915960600000015 0.56065686655000013 42.081757894750005 44.578137159850009 0.51017933595000009 44.749265482150008 0.5641597557000001 46.095286511800005 47.74983977685001 0.61797550970000004 0.64803449000000013 36.377496227400009 0.44922307715000004 50.189067467950004 0.42473279245000012 43.968221017800005 44.279556297950009 0.40206880030000008 0.53146612375000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 22 -3 -1 13 6 -6 -8 9 10 -9 -11 -7 -4 -5 -16 17 -14 -18 -20 24 -22 -2 -13 -21 26 28 -28 -24 -29
right_child=1 2 4 14 5 12 7 8 -10 11 -12 23 16 -15 15 -17 18 -19 19 20 21 -23 25 -25 -26 -27 27 29 -30 -31
leaf_value=-0.0001989138453441937 -0.0038869101679341171 0.0010163978659984167 -0.00057146072866185121 0.00064073436781019268 0.0020062059984090144 -0.0051494438217254863 -0.0025522023277878957 -0.0002464677991044857 0.0022254767855964777 0.0017974400344624214 0.0035590427837885593 -0.003001750691025091 0.0010039987131312269 -0.002768243288897335 0.00051019440910621348 -0.002672494747861999 0.0026644355057193984 -0.0014166301648630062 -0.0039897412978874072 0.0027177390583593025 -0.0048876151785674227 0.00010500259793947458 -0.00083412851249402146 0.00012699903275237276 -0.00013891689581161548 -0.003559437714776105 0.0036458925302509937 -0.0032820975638399776 -0.0044857304528792682 0.00097527019997228947
leaf_weight=91.465775195043534 2.8790314905345431 48.20900849532336 24.015713263303045 255.00695493258536 11.599421601742504 1.2608152255415905 3.699121117591857 4.3549009151756817 7.9734085276722899 2.5037621185183516 4.7276626322418451 8.0090986378490907 6.0005875825881985 6.850629160180687 5.9702335074543935 4.7369485050439835 3.850101878866556 25.890364429214969 1.8975813267752553 5.6246456056833285 1.7996111307293166 4.8417052226141095 30.641577702015638 3.4031148748472324 5.6502566197887063 2.9858213018160304 3.3033770173788062 3.2054068720899505 3.1349866241216651 4.9104797169566154
leaf_count=993 33 173 173 1090 35 16 19 24 25 8 20 110 27 103 28 59 13 873 42 21 21 73 267 36 81 103 7 111 30 19
internal_value=0.000163859 -0.000166543 8.94052e-05 0.000379597 -0.000244216 -2.43501e-07 0.000609858 0.0001427 0.000464565 -0.000145929 0.00173438 -0.00137315 -0.000497108 -0.00105903 0.000578736 -0.000897854 -0.000391523 -0.000961166 0.000376163 -6.84811e-05 0.000346836 -0.00124786 -0.00107965 -0.00206876 0.00128617 -0.000911908 -0.000737001 0.00055278 -0.00117305 -0.000706197
internal_weight=590.402 233.222 182.162 357.18 133.953 103.086 46.2705 34.6711 30.9719 22.9985 9.08256 13.916 56.8157 30.8663 265.714 10.7072 55.5549 31.891 23.6639 19.8138 17.9162 6.64132 51.0607 11.4122 11.2749 48.1816 45.1958 11.4193 33.7766 8.11589
internal_count=4633 2463 1893 2170 1720 1444 277 242 223 198 44 154 1167 276 1177 87 1151 900 251 238 196 94 570 146 102 537 434 137 297 130
is_linear=0
shrinkage=0.00306446


Tree=313
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 2 0 1 1 2 2 0 1 0 1 0 0 2 2 2 1 2 0 1 0 1 1 0 1
split_gain=0.663161 1.39042 1.38193 0.999771 0.861992 2.82603 1.89035 0.775216 1.19155 2.16624 0.889462 1.74557 1.42925 3.64264 1.93085 1.32196 0.990665 3.20882 1.89085 1.66385 1.5185 1.48634 1.45149 2.06913 1.25557 4.32091 1.59583 2.43522 3.79472 1.10344
threshold=49.292797572200008 49.960114208400007 0.50491003265000012 0.3972336157500001 0.4995808509000001 0.58035687555000015 51.757767929250001 0.66505493850000008 0.57854555250000017 0.58454836680000011 47.74983977685001 46.095286511800005 0.58887458460000019 0.39170982905000007 0.4995209724000001 0.31100865245000009 0.61797550970000004 0.58887458460000019 43.477771593600004 40.806664626150003 42.498713093000006 0.47289003325000006 40.722669576350008 0.62376874945000005 0.46636328255000009 0.58388970390000006 0.46280051495000007 0.45420795785000007 0.58249753000000004 0.4172030777500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 3 4 -2 5 6 -3 10 -9 -10 11 16 13 14 15 -12 17 24 19 22 -19 -22 23 -18 26 -26 27 29 -29 -1
right_child=1 2 -4 -5 -6 -7 -8 8 9 -11 12 -13 -14 -15 -16 -17 18 20 -20 -21 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00010972686289050976 -0.0047132380538522384 0.016423128151835522 -0.030664291622947974 -0.033336043338037344 0.020129944558000653 -0.032334594551134931 -0.029057051775661383 -0.036400819732638076 0.037850475438891529 -0.032979741070766629 0.0136459121551314 -0.01323806006850347 0.016345650093850292 -0.023889946442135507 0.022006032677734093 -0.0050927283409769892 0.028076893988562026 -0.030827775982638344 0.028374740009479107 -0.030885285551406898 -0.026213921492002915 0.0094804614665845617 0.044852821507605146 -0.031533847567402171 -0.034304042769832808 0.037390144560912351 0.015937276655345483 -0.031962245836257577 0.01462986116123546 0.0035645409244233839
leaf_weight=340.85282913746778 1.7765861824154847 4.3758686664514226 1.0370502513833333 2.0435987366363406 1.8841709271073339 1.7067444091662762 0.84998602524865408 1.1186082426866044 0.67529093311168231 0.66981699963798746 4.4690814465284445 7.3195002153515807 6.9715703874826422 3.5803509932011357 4.83743692934513 8.52472912147641 0.87920717010274507 3.6179977892898014 2.8431026337202638 1.0887895144987849 1.5624096840620043 2.1709027600008994 0.69104129076004017 0.93652751127956435 2.5795955057255919 0.87734145845752198 5.3410488199442616 4.1776694082655004 2.0194430109113455 91.278608266729861
leaf_count=2531 10 29 58 51 7 61 98 122 8 81 21 104 30 38 15 41 16 213 70 83 14 33 1 115 71 11 24 111 14 552
internal_value=0.00033039 -0.00573282 -0.000191974 -0.0200249 0.00339225 -0.00115678 0.00902577 0.000496511 -0.0151189 0.00257949 0.000573979 0.000283201 0.00537092 0.00179758 0.00695539 0.00135223 0.000497923 0.000343929 0.0113677 -0.00208015 -0.0179438 -0.00545781 0.010431 -0.00266939 0.000644602 -0.0161087 0.000775138 0.000590387 -0.0167794 0.000839483
internal_weight=512.757 13.674 9.85382 3.82018 8.81677 6.9326 5.22585 499.083 2.46372 1.34511 496.619 468.236 28.3832 21.4116 17.8312 12.9938 460.917 454.478 6.43867 3.59557 7.35131 3.73331 2.50678 1.81573 447.127 3.45694 443.67 438.329 6.19711 432.131
internal_count=4633 314 253 61 195 188 127 4319 211 89 4108 3963 145 115 77 62 3859 3574 285 215 260 47 132 131 3314 82 3232 3208 125 3083
is_linear=0
shrinkage=0.0279068


Tree=314
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 0 1 1 1 0 1 1 2 2 1 1 1 1 0 2 2 2 2 0 0 2 0 1 0 1
split_gain=0.622021 1.42275 0.567978 1.13825 0.960296 0.981505 2.09251 3.2409 1.72248 0.791234 4.21204 4.04811 3.22527 2.49617 0.801575 1.85559 2.35331 1.92477 3.3046 1.1791 2.23436 1.31848 3.36273 0.933285 1.58644 3.60237 2.40753 2.01696 2.96431 2.28588
threshold=0.39587138110000003 44.952171034750002 0.63013083440000017 0.47634801355000006 0.68131193680000013 0.66011496660000013 0.48250052395000009 0.51869704500000013 0.5225142959500001 0.60710757165000018 0.45824975300000009 0.48616807880000007 43.477771593600004 37.500638522700008 0.4830394299500001 0.46551001470000003 0.46280051495000007 0.45420795785000007 0.58249753000000004 42.123054668150012 41.542492784600007 39.032633164100012 38.911218973650008 0.58887458460000019 0.57212358910000016 40.94178426300001 0.57161462230000015 0.44618424600000006 0.5485614203000001 0.4172030777500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 -4 5 6 -5 -8 -9 11 -11 14 13 -12 15 16 17 23 -19 20 21 22 -17 24 26 -26 27 28 29 -2
right_child=2 -3 3 4 -6 -7 7 8 -10 10 12 -13 -14 -15 -16 19 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.029923575538769225 0.00019573288913451141 0.0088162785143223801 -0.032432757303110786 0.032326782742201111 -0.028664111506037222 0.011990052682850928 -0.036815960817971068 0.044629656002888485 -0.027949107494767315 -0.045762315979738843 0.026480679603865083 -0.031141602786142357 0.023971983303752664 -0.029847715099597067 0.013960391667588426 -0.033996201711799533 0.022519562898816712 -0.030562750231059806 0.004987373075104975 -0.036779336360456168 0.029832899426611648 -0.032938716738578636 0.044700280856485947 0.013229146074264913 0.0048226014421194306 -0.032470172747320392 0.025014264059021626 0.0099695672039841476 -0.007717281995793736 0.0069960371153290242
leaf_weight=1.5345529507612803 361.9062050555367 1.2638744292780755 1.0774884277489025 0.75230245850980138 0.93015374901005987 3.093121665151557 2.1632088309270334 0.72086002049036302 0.35766150645213202 0.9634847417473783 0.85125074500683551 2.9710666119353837 6.4540392581839114 1.7732197112636638 3.2204493735916904 0.91250231687445127 3.5576125979423514 3.8712246650829902 3.7763319415971637 1.3623907715082166 0.90688704699277867 1.9129085363820193 0.70259374380111694 4.2841103933751574 4.2909981212578705 3.3894178825430572 2.971665032207965 16.182324553607032 31.667759964009747 40.14594756742008
leaf_count=173 2513 15 32 3 179 83 74 4 88 26 35 147 97 89 20 58 9 115 44 20 3 41 1 37 62 65 14 70 277 239
internal_value=0.000285269 -0.0124272 0.000355413 -0.00634065 -0.002834 0.000556078 -0.0082988 -0.0177267 0.0205609 0.000477683 0.00799044 0.000323097 0.0136951 -0.0115775 0.000515822 0.000425964 0.000611128 0.000446167 -0.0130082 -0.0147788 -0.0080203 -0.0177506 0.000238082 0.00066752 0.000550671 -0.0116349 0.000757331 0.00059711 0.000247419 0.000874761
internal_weight=509.968 2.79843 507.169 9.0948 8.01731 7.08715 3.99403 3.24173 1.07852 498.074 10.042 488.032 9.07851 2.62447 485.061 481.841 476.044 472.486 7.64756 5.79728 4.43489 3.528 1.6151 464.838 460.554 7.68042 452.874 449.902 433.72 402.052
internal_count=4633 188 4445 463 431 252 169 166 92 3982 247 3735 221 124 3588 3568 3445 3436 159 123 103 100 59 3277 3240 127 3113 3099 3029 2752
is_linear=0
shrinkage=0.0270383


Tree=315
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 0 1 0 1 2 2 2 2 2 1 2 1 2 1 0 2 0 1 0 1 0 2 2 0 2
split_gain=0.547363 0.975407 0.942071 1.54384 1.39892 2.02748 0.754685 1.57648 0.62407 3.03288 0.604958 4.24438 2.07489 3.19588 2.60826 2.49461 3.6531 3.4928 2.54903 2.33473 5.2558 3.80743 2.14879 2.10653 2.61753 1.92192 1.82656 2.63814 2.24386 1.82636
threshold=32.724174661450007 35.119813570500007 0.51657136015000005 0.31638274305000008 0.38045268105000002 0.53017873715000008 0.34377713240000007 0.49820364660000011 0.40896979130000005 33.361153777850006 40.300545846000013 40.467253020850002 40.003678352300007 39.896141435400004 0.34569324270000007 39.476991512000005 0.34524415440000006 39.746231405950006 0.33400197600000009 0.50218556330000019 39.065416244600009 0.51484985480000012 0.39019789825000006 0.56748300950000019 0.49146732130000009 0.5380527529500001 40.767054867700004 40.890797847750008 0.56859076075000015 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=2 6 3 -1 -4 -6 -2 -8 -9 -10 12 25 13 15 -14 18 -17 22 29 -20 21 -21 -18 -23 -25 -12 -13 28 -28 -3
right_child=1 10 4 -5 5 -7 7 8 9 -11 11 26 14 -15 -16 16 17 -19 19 20 -22 23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.019178945875055652 0.016358102732210132 0.0037781061479628519 -0.036081146685084838 -0.031338273091760814 0.023996063725450694 -0.023647299912390125 -0.014585892988211826 0.0092048239728671384 0.019038334121916106 -0.024610333337143173 0.017367545932523029 -0.0064298187504174299 0.0031869367524706613 0.013530637634430831 -0.01444926849007945 0.0062056605615187881 -0.03240313388316042 -0.0016080669679110237 0.0060885410631336002 -0.020646056572215736 0.010076637395077527 -0.00092490505755507145 -0.011663302304143195 -0.02853046888620895 0.011958879230031964 -0.0011082033972137184 0.0031860183737502539 0.00011761840526201658 0.023185967590294114 -0.030837518834537152
leaf_weight=0.36021340359002296 2.4935587793588665 1.0906284581869834 0.39022852480411563 1.2832731690723447 1.2958105206489561 0.61113994676270511 1.9344022534787644 9.0387279056012613 1.5211923141032451 1.4414488195034207 9.878359458409248 18.734531263820827 6.066929122433069 7.5003399420529595 10.909798084641805 6.6390695795416859 4.4089835220947879 7.3645002800622015 30.26616345718503 5.8838765937834969 15.225595669937318 43.779986387118697 4.9081411488587037 2.7724490766413505 1.0137812562170436 3.5614940724335602 6.7975215688347799 293.10034018772421 4.2318244221969508 2.0233720168471336
leaf_count=6 19 13 4 80 5 146 24 35 23 80 43 186 28 32 112 24 31 51 177 37 77 275 53 108 92 28 28 2741 26 49
internal_value=0.000203007 0.000265771 -0.00780183 -0.0202661 0.00111556 0.00872731 0.00543304 0.0034782 0.0063898 -0.00219857 9.11469e-05 0.000598882 -0.00104832 -0.000141416 -0.00814666 -0.000959312 -0.00732194 -0.0127058 0.000494607 0.00109916 -0.00109972 -0.00428337 -0.0214777 -0.00225933 -0.0176893 0.0124716 0.000104658 0.000507185 0.0108598 -0.018714
internal_weight=506.528 502.587 3.94067 1.64349 2.29718 1.90695 16.4293 13.9358 12.0014 2.96264 486.158 336.304 149.854 132.877 16.9767 125.377 23.3207 16.6816 102.056 98.9419 68.6757 53.4501 9.31712 47.5662 3.78623 13.4399 322.864 304.13 11.0293 3.114
internal_count=4633 4392 241 86 155 151 181 162 138 103 4211 3052 1159 1019 140 987 159 135 828 766 589 512 84 475 200 71 2981 2795 54 62
is_linear=0
shrinkage=0.0215623


Tree=316
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 2 1 0 2 2 2 2 2 2 2 1 1 1 0 2 2 2 2 1 2 0 2 0 1
split_gain=3.36236 5.34521 3.46162 2.31081 2.18895 9.00609 4.39208 3.87312 2.65067 2.33265 6.47142 3.40798 6.43192 2.89996 2.08491 2.40081 4.45136 8.23029 4.03193 3.99051 3.99355 5.31124 2.97915 2.8556 5.62107 2.2462 2.86941 2.1946 2.57902 2.20889
threshold=0.39170982905000007 0.39394030120000006 0.47880302985000006 0.5116313883000001 0.50730517050000012 0.37644082515000005 37.892416320650007 0.36166581840000006 0.50291907430000016 38.751720283100006 37.140760352250005 39.354247760400007 39.746231405950006 40.767054867700004 37.232443001650005 42.546237522150008 0.39563186730000005 0.39900002995000006 0.40115565405000009 0.57927906350000014 41.835830569250014 41.559097512700014 40.806664626150003 40.890797847750008 0.42307116555000007 41.772405911750006 0.62143349005000015 43.276780833950006 0.54504356155000011 0.44922307715000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 8 6 -6 -8 -4 10 -7 -11 -13 -14 -5 16 -16 -18 -17 20 21 22 -19 -24 -25 26 -21 28 -20 -30
right_child=1 3 4 14 5 9 7 -9 -10 11 -12 12 13 -15 15 18 17 19 27 25 -22 -23 23 24 -26 -27 -28 -29 29 -31
leaf_value=-8.5078732185124692e-05 -0.0034259311897113726 -0.0033289952204389683 0.00059587272072557157 -0.0011158100908678771 0.001540238524195393 0.0010246754571887674 6.2516277535528043e-05 -0.0039183192227635142 0.0018548980173733888 0.0029692594527339733 -0.0027762487129198684 -0.0023348503415214343 0.0028644959761621072 0.00052198386531262608 0.0027576277958003825 -0.0022961993632019903 -0.0036844735363752742 4.4114651758049174e-05 0.00096093293142276298 -0.0033424723838590023 0.0017855643184862308 -0.0030404957472067234 0.002931027668317621 0.0020084241797304289 -0.0017058480500274956 0.00056055486353452904 0.00030572678218137304 0.00011329890210563983 -0.0042871071393862838 -0.00091767479106138528
leaf_weight=120.93675290653482 4.3888102904893449 1.9537283834069956 152.682328235358 15.310350998188367 2.4821418821811667 12.51587423682213 2.992108065634965 8.3578380011022073 16.72624272108078 7.1260046362876883 5.9617015421390525 5.2706952393054989 7.5397614985704449 12.942099150270222 6.2292985990643492 8.9125680765137059 4.8316644541919223 56.779365330934525 2.9098011348396522 5.8139832061715406 18.292498156428337 4.2321677878499022 6.9696467518806484 9.8377417549490911 5.8617417104542247 4.1474740772973737 2.9195599562954158 51.736549637047574 3.1212300807237625 4.0041044717654586
leaf_count=1148 91 52 678 418 9 44 14 79 66 17 32 27 20 69 16 163 71 293 12 162 68 27 20 33 31 88 143 644 34 64
internal_value=0.000147472 -0.000145881 0.000327554 -7.85692e-05 0.00054027 7.27258e-05 -0.00207767 -0.00286888 0.00072018 0.000651906 -0.000201675 0.00113161 0.000623119 0.00138431 -4.86015e-05 3.45083e-05 0.000283104 0.000154312 -0.000408333 0.000315801 0.000514711 0.000236904 0.000411489 0.00133165 0.00062162 -0.00125888 -0.00212291 -0.000135947 -0.00142095 -0.00239364
internal_weight=573.786 218.252 355.534 213.863 234.597 65.1882 13.8321 11.3499 169.409 51.3561 18.4776 32.8786 25.7526 20.4819 211.91 196.599 125.915 119.686 70.6843 114.854 101.973 83.6807 79.4485 22.6691 15.6995 12.881 8.73354 61.7717 10.0351 7.12533
internal_count=4633 2430 2203 2339 1055 311 102 93 744 209 76 133 116 89 2287 1869 952 936 917 865 472 404 377 84 64 393 305 754 110 98
is_linear=0
shrinkage=0.0030025


Tree=317
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 1 0 1 0 0 0 0 2 2 0 2 2 1 2 1 0 0 1 2 0 0 0 1 2 2
split_gain=0.559799 1.23542 2.01519 0.553662 1.82047 1.1577 2.70246 1.97296 2.2045 2.15506 5.0884 2.00918 3.76913 4.27937 2.83496 2.59385 2.35314 2.67924 3.58407 3.84101 4.79449 2.22201 2.02133 3.54005 1.9054 1.88025 1.87444 1.84746 1.31446 0.808412
threshold=0.50634711535000021 0.51869704500000013 0.5225142959500001 0.47736594710000008 0.47757552170000012 0.34512439750000007 0.47943175355000006 0.35585760905000008 0.49820364660000011 0.47976108500000009 0.48735067810000005 0.48911709230000006 39.571921479100006 40.250747516500006 0.48588365620000007 43.118479346150004 40.574766824850009 0.34569324270000007 42.982930821650008 0.34524415440000006 0.48149755995000004 0.49194634890000005 0.3459626957000001 42.154118731400011 0.47847369840000004 0.48389269780000005 0.48185683060000012 0.34566330350000002 42.684965421050009 41.976795488650005
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 8 11 -9 -11 12 -7 -14 16 21 -15 18 19 -18 29 -13 28 -24 -6 26 -8 -16 -19 -21
right_child=1 2 -4 4 5 7 25 9 -10 10 -12 15 13 14 27 -17 17 22 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0016006097711790722 -0.029646342932517791 0.036273270708578567 -0.011360438811394456 0.015331317162196318 -0.0061611798187927768 0.022305257953138063 -0.0027806583076240227 0.025023317011712724 0.018423125605607459 -0.032330702242064621 -4.7430680426621044e-05 -0.024037310457823532 -0.018634184348777557 0.018298927974701812 0.028890982833458319 0.011124535979942876 0.0094233817521616019 0.006310062896615092 0.0092104356317720508 -0.0021032020682448661 -0.038406419768689325 0.00030744355194859465 0.0094616620556236559 -0.017463430660311044 -0.029319377494089496 -0.012316460987207841 0.014782396925274645 0.0064331825434814022 0.021461711537059076 -0.015563703587434101
leaf_weight=78.901979429938365 1.2573198074824166 0.72818589629605446 2.3829330707812915 5.2638246938586226 5.5431844443082827 6.7496714815497389 8.4034144058823603 2.1090814918279639 6.1127178110182276 3.1001469343900672 278.62732685994706 5.261609520763157 5.4482168406248084 5.4090653434395781 4.4904968589544279 3.897906281054019 4.9559590667486253 8.0858398042619246 8.7951135709881765 7.0059663131833059 4.3126201257109633 4.2612101435661316 8.2840099558234197 4.8688359297811976 3.734143765643239 5.1349613368511191 6.9906952381134024 4.7163693085312843 6.4750038459897032 4.669441357254982
leaf_count=1000 153 14 387 18 27 23 35 7 42 29 2339 34 25 19 19 14 18 32 38 29 34 20 41 30 32 26 22 25 65 36
internal_value=0.000248644 -0.00868329 -0.000211333 0.000326431 0.000686131 0.000501459 -0.00425773 0.000867406 0.00382377 -0.000213747 -0.000402678 0.00291023 0.00434448 0.00278057 0.00439948 -0.00609523 0.00249736 0.00100967 -0.0042144 -0.00985195 -0.0158269 -0.0131437 0.00661553 -0.000505296 -0.0154824 0.000814828 0.00519499 0.0173866 0.0130478 -0.00748657
internal_weight=505.977 4.36844 3.11112 501.609 422.707 417.443 29.8064 387.637 103.8 283.837 281.727 97.6873 84.2666 77.5169 72.0687 13.4207 62.8619 57.4528 29.7391 20.944 15.988 9.52282 27.7137 13.1528 9.27733 20.5291 15.3941 9.20687 14.5608 11.6754
internal_count=4633 554 401 4079 3079 3061 142 2919 544 2375 2368 502 434 411 386 68 342 323 155 117 99 54 168 71 59 83 57 44 97 65
is_linear=0
shrinkage=0.0250597


Tree=318
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 2 0 2 2 0 0 0 1 1 2 1 1 1 2 2 0 0 1 2 1 0 2 1 2
split_gain=3.47732 4.70259 3.1771 3.81543 3.68112 3.69465 4.27409 3.55264 3.53374 3.98372 4.01795 4.71407 2.88832 2.8691 2.82622 2.62054 2.4389 3.62739 5.11939 2.87659 5.81749 2.40385 2.53997 2.42756 5.60128 4.57076 2.25659 3.07033 7.5275 6.07237
threshold=0.52324780695000006 0.47736594710000008 0.39995808510000008 0.3975479776000001 0.52769378160000013 41.444941515100005 43.895345911700005 0.54504356155000011 39.571921479100006 44.279556297950009 0.53312775065000018 0.53146612375000013 0.52507409960000018 0.41917906650000009 0.40651477500000005 39.065416244600009 0.39078171310000004 0.39019789825000006 0.38906020780000011 40.300545846000013 42.686561923500008 0.5206281249000001 0.50730517050000012 0.37644082515000005 38.911218973650008 0.37043801085000005 0.50291907430000016 38.621016321050007 0.35585760905000008 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=1 -1 3 4 12 -6 -7 8 -4 -10 11 -11 15 14 -9 -2 17 18 21 -18 -21 22 26 25 -25 -24 27 -3 -29 -30
right_child=2 16 7 -5 5 6 -8 13 9 10 -12 -13 -14 -15 -16 -17 19 -19 -20 20 -22 -23 23 24 -26 -27 -28 28 29 -31
leaf_value=-0.00021309346949996861 -0.0027555523021792054 0.0015947865295856439 -0.00071230412381882171 -0.0028695791844855264 0.0015326010079647063 -0.0038758017158701582 0.00028810322250790701 0.0012594308444194837 0.0014868572796530074 -0.0033266593733904948 -0.0045284860043407465 0.0027619892093640654 -0.0029801493092709397 -0.00013330970816671943 -0.0038172100477705494 0.00069199344623771346 -0.0043495618328078809 0.002604099446518644 -0.0024880150552318348 0.0040383873862357769 -0.0035031231021107035 0.0026044772754000877 0.00070425860612884062 -0.0018495105818733932 0.0019853371720594103 -0.0031424921338242271 0.0017790608743938235 0.00062160828498873514 -0.0035797612825738587 0.00093145463195486318
leaf_weight=97.492316653952003 3.0320243537426013 24.577721118927002 13.059474673122166 7.2325224317610255 11.684353426098825 3.2313367668539268 7.8770015127956867 1.3951830696314562 37.61048736423254 1.8894684854894865 2.109393548220396 3.1566135883331299 7.3402631469070903 123.93975695315748 3.7835016464814544 6.3235065843909979 1.9918756969273079 8.2739633247256261 5.0442703962326041 1.8547695316374304 1.9506925002206115 5.5188014544546595 5.3263674341142195 5.79593751579523 9.0970801301300508 6.2286027148365974 16.096084512770176 152.26676818355918 7.4463847801089269 4.4195803478360176
leaf_count=1000 22 90 70 101 48 45 65 17 123 79 19 8 138 1605 60 36 23 23 26 8 64 21 25 27 35 53 66 670 48 18
internal_value=0.000165891 0.000356695 -0.00012267 -0.000833793 -0.000460928 0.000335758 -0.000923147 5.5054e-05 0.000683085 0.00109016 -0.000994965 0.000482139 -0.00154854 -0.000226208 -0.00244952 -0.000425318 0.000573781 0.000619098 0.00055118 -0.00138116 0.000172584 0.000615928 0.000568472 -0.00032067 0.000492924 -0.0013693 0.000683293 0.000589829 0.000439343 -0.00189952
internal_weight=587.046 353.381 233.665 46.721 39.4885 22.7927 11.1083 186.944 57.8254 44.766 7.15548 5.04608 16.6958 129.118 5.17868 9.35553 255.889 250.092 241.818 5.79734 3.80546 236.773 231.255 26.448 14.893 11.555 204.807 188.71 164.133 11.866
internal_count=4633 2197 2436 455 354 158 110 1981 299 229 106 87 196 1682 77 58 1197 1102 1079 95 72 1053 1032 140 62 78 892 826 736 66
is_linear=0
shrinkage=0.00304878


Tree=319
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 1 0 2 2 1 1 1 1 1 0 0 2 1 1 0 1 1 0 2 1 2 2 2 2
split_gain=4.18895 5.8821 4.42651 2.77096 2.6372 2.31928 8.16223 3.80743 3.05503 4.44118 3.99797 2.92527 2.78567 3.81995 2.28722 2.28461 2.35285 2.17904 2.53482 1.8968 1.61645 7.49958 4.42207 3.47693 3.67717 7.66074 5.65412 3.22172 2.42864 6.1605
threshold=0.39170982905000007 0.39394030120000006 0.47736594710000008 0.5116313883000001 37.232443001650005 0.39995808510000008 0.39563186730000005 0.54504356155000011 44.279556297950009 41.542492784600007 0.41861022125000008 0.41917906650000009 0.41625999220000004 0.40206880030000008 0.40896979130000005 0.52324780695000006 0.55688452445000014 35.119813570500007 0.43643902880000007 0.41347564445000012 0.50730517050000012 0.37644082515000005 0.36994401365000007 0.50291907430000016 38.621016321050007 0.35585760905000008 40.679780036550007 37.041406607950009 38.751720283100006 37.140760352250005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 17 6 -6 8 9 12 19 14 13 -7 -9 -8 -17 18 -5 -10 23 22 -22 24 27 -26 -27 -4 29 -23
right_child=1 3 20 4 5 7 15 11 10 -11 -12 -13 -14 -15 -16 16 -18 -19 -20 -21 21 28 -24 -25 25 26 -28 -29 -30 -31
leaf_value=-0.00023773353117160622 -0.0037373298746364945 -0.0036514053749036575 0.00088027375484179692 0.00098601320978487436 0.0017986714376859415 0.00084691112213656486 0.001655389349741574 0.00045413033413191302 -0.0014592646840079577 0.0022694802053839259 -0.0044672087442523415 -5.460708612120255e-05 0.00095411535727115435 -0.0037485505943901818 -0.0042961025294829223 -0.0033401984551491219 0.0011466362153641869 -0.0024881490381422756 -0.0035148233930918844 0.0026177318559354552 -2.3689272123264704e-05 0.001084541432998827 -0.0037096424970620421 0.0021429369749943468 0.00063896682602561958 -0.0054188486909950151 -0.00058768841774997041 0.0033093723316950279 0.0012469548147030073 -0.0029423635734571281
leaf_weight=87.926118461182341 4.7907017190009347 2.2901452351361504 15.48681201785803 5.6822718726471058 7.3814244787208763 3.954042203724387 1.3122313022613514 1.6324819102883328 2.3513571955263606 21.491513503715396 2.4503983240574598 113.43806334794499 18.749138779938221 3.6942394487559795 3.1074727014638484 11.269534625113009 1.385741626843809 8.2580609908327443 1.721433086087927 2.4711273140273988 6.5041129365563375 12.318681590259077 7.286677822470665 17.189962819218636 149.96878705918789 3.6615740060806266 8.4849268756806833 9.1836616247892362 33.395111106336117 5.9480063766241065
leaf_count=993 91 52 60 46 39 14 6 21 25 68 77 1270 61 26 37 196 13 160 212 16 42 44 60 66 670 28 45 30 133 32
internal_value=0.00017895 -0.000176673 0.000395327 -9.64531e-05 -5.77493e-05 4.54439e-05 -0.000965132 0.000169909 0.000874792 0.0011728 -0.00108746 -0.000159109 0.000279933 -0.00137277 -0.00266008 -0.00242572 -0.00284889 -0.00134053 -6.04749e-05 0.000629861 0.000601922 0.000157611 -0.00197125 0.000744495 0.000615796 0.000437942 -0.00204405 0.00178451 0.000725896 -0.000226701
internal_weight=574.786 217.431 357.354 212.641 210.351 194.689 21.3489 173.34 55.1618 47.8889 7.27288 118.178 26.3974 7.64828 4.73995 13.9675 12.6553 15.6618 7.4037 4.82248 269.428 65.4526 13.7908 203.976 186.786 162.115 12.1465 24.6705 51.6618 18.2667
internal_count=4633 2430 2203 2339 2287 1869 254 1615 287 169 118 1328 101 40 58 215 209 418 258 41 1210 311 102 899 833 743 73 90 209 76
is_linear=0
shrinkage=0.00324939


Tree=320
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 0 1 0 0 2 1 0 1 1 0 0 1 0 2 1 2 2 2 1 1 0 2 1 0
split_gain=5.67631 6.70091 5.76992 3.75022 4.21801 4.09942 4.0945 4.02504 3.63229 3.30817 3.19577 2.64344 2.43297 4.28592 6.02133 3.26806 3.35326 3.5456 2.77435 3.58151 7.89591 6.35103 3.6394 2.74325 2.52373 2.52157 3.15549 2.91137 2.48266 4.13908
threshold=0.39078171310000004 0.53146612375000013 0.47736594710000008 37.232443001650005 35.119813570500007 0.54413041525000005 0.54504356155000011 0.43584024430000007 0.54353163080000011 0.55980359870000018 42.081757894750005 0.46280051495000007 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.5206281249000001 0.50913146310000013 0.37977904855000005 0.50291907430000016 38.621016321050007 0.35585760905000008 43.321682097200004 37.041406607950009 39.262923716450011 0.37043801085000005 0.34575312120000007 0.47757552170000012 42.844429421150004 0.37043801085000005 0.51484985480000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -5 -9 -8 -6 13 14 15 16 18 28 19 22 25 -22 -4 -19 -20 26 -21 -27 -18 -30
right_child=1 3 12 6 11 -7 7 9 -10 -11 -12 -13 -14 -15 -16 -17 17 23 24 20 21 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=-0.00017059805377150986 -0.0011172651555363161 0.0025318413831089395 0.00066713274617810181 0.00030356789650233003 -0.0033719126023638718 -0.0011615943442979601 -0.00045036101571921101 0.001286766923251529 0.0017057311982953567 -5.9404457559962307e-05 -0.0023245767774791749 0.00051237549736248228 -0.0004760239134107966 0.0022913714178079327 -0.0021610633796105773 0.0023846321780162561 0.00022210438648681395 -0.0006072766096760062 0.0020673511418059795 0.0021974325483283641 -0.0029270315346052603 0.00083851811178999253 0.0025939829808737059 0.001809050301059229 0.00024188169162793531 0.0012429134014414448 0.00019365515078933061 -0.00013972717793967542 -0.0034967972088976681 0.0003042631005510609
leaf_weight=98.473712318111211 37.247371102683246 2.7272136360406858 15.848970100283625 44.38093120791018 5.492827655747532 5.8436717480653897 22.214030325412754 13.020273849368094 15.397495169192551 85.269040860235691 7.5400304729118934 1.3506608381867407 14.003371862694619 8.832637391984461 5.0474833250045767 6.0801860466599456 4.270326731726529 5.6898738890886289 14.641715351492168 5.1472199335694304 7.5441480651497823 4.3807728812098503 9.825422488152979 5.9444388002157211 6.8918680921196929 46.633190654218197 88.000774960964918 11.809531815350054 4.9706697277724743 2.7551204636693001
leaf_count=993 479 7 60 180 75 247 126 45 47 1090 103 64 75 23 26 21 22 23 50 14 48 18 30 18 30 224 380 52 48 15
internal_value=0.000149662 -0.000147345 0.000344392 3.04139e-05 -0.00114908 1.36388e-05 0.000127214 -0.000123732 0.000664732 0.000118921 -0.000925309 -0.00260529 0.000533396 0.000588977 0.000527724 0.00058417 0.000537458 -0.000351082 0.000637099 0.000540806 0.000405189 -0.00154371 0.00140453 0.000627322 0.00148311 0.0005585 0.000304381 0.000963523 -0.00129998 -0.00214129
internal_weight=607.275 240.484 366.791 203.236 15.4144 8.57089 187.822 128.043 59.7784 98.2893 29.7541 6.84349 268.318 254.314 245.482 240.434 234.354 23.6304 210.724 189.19 163.516 11.9249 25.6744 11.6343 21.5336 151.591 93.148 58.4427 11.9961 7.72579
internal_count=4633 2463 2170 1984 393 254 1591 1364 227 1135 229 139 1177 1102 1079 1053 1032 126 906 826 736 66 90 41 80 670 394 276 85 63
is_linear=0
shrinkage=0.00248748


Tree=321
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 1 0 0 1 1 0 0 2 2 2 2 1 2 1 1 2 2 0 1 2 0 0 1 0
split_gain=4.66761 6.64196 4.51969 5.30745 4.1185 2.8086 3.56095 3.29138 3.25287 3.59105 6.32593 3.51841 3.38769 2.73857 2.72695 2.48508 2.40296 2.61028 2.39336 3.08998 3.66932 2.42867 2.21821 2.20871 3.16573 2.45144 4.079 3.34182 6.56774 3.29331
threshold=0.39078171310000004 0.47880302985000006 0.5380527529500001 0.54504356155000011 44.279556297950009 0.43540612555000008 0.4529056016000001 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 0.56915960600000015 36.377496227400009 47.927946529500012 42.081757894750005 44.749265482150008 0.49284452560000008 43.521589032450009 0.45824975300000009 0.46551001470000003 37.817254840650008 47.927946529500012 0.47847369840000004 0.34515433670000012 41.873095646600007 0.47787491390000009 0.47396784530000008 0.34269932035000011 0.47774018740000007
decision_type=2 2 2 2 2 2 2 2 2 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 13 -4 -3 15 7 -7 -9 10 11 -10 -12 -2 -6 -5 17 18 19 21 -21 -8 -14 25 -25 27 29 28 -1 -27
right_child=2 4 3 5 14 6 16 8 9 -11 12 -13 22 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00030115677303727283 -0.0031826510236728457 0.00064954994478146609 0.00078035489639782546 -0.00047789036297237933 -0.0019851594113253755 0.0016566224051708699 0.00080600623278381854 -0.0020834739525702837 -0.00012437928091331451 0.0018256438092163426 0.0015309306647077487 0.0029484336833693814 -0.0021753345780855878 -0.00065507153932267443 0.00051024851117054603 -0.0021840095245733398 0.00018254964078286164 -0.0026019974883557256 -0.0027363710415070366 0.0013366069293169816 -0.00081614784999800094 -0.0030258894829813016 0.00059613868889790407 -0.0036295044836875622 -5.3581760870154534e-05 -0.00040639456068626215 -0.0033808719685072936 0.00083898434644428502 -0.0027126340718346929 0.0020520997278973608
leaf_weight=21.047731812577698 2.85449619218707 227.76849780231714 47.016296435147524 23.681557320989672 6.3500591982156021 11.714207444339989 1.4047811576165319 3.7342890650033942 4.4036918357014674 8.1107878126203996 2.4939403012394896 4.9732051771134138 9.9642474632710201 45.731990364845842 4.8345586061477661 6.9131977651268235 23.840293332468718 4.6360770411556578 2.8885627649724475 8.7521460214629787 11.461840929929165 3.9568379912525415 2.2119069732725611 2.6877252310514441 3.6713807694613934 57.357063370756805 2.7430333271622649 33.375855937600136 5.7759455048944792 3.6314042657613745
leaf_count=227 33 934 173 173 63 35 20 19 24 25 8 20 118 537 25 103 258 513 73 58 190 55 28 24 20 553 27 125 162 10
internal_value=0.000154213 0.000328773 -0.000125123 5.58367e-05 0.000576715 -0.000196226 -9.81575e-07 0.000504338 0.000128263 0.000385099 -0.000100781 0.00150534 -0.00112739 -0.000803569 -0.000906518 -0.000863405 -0.000423464 -0.000859943 -0.000576207 -0.000332233 0.000115941 -0.00202191 -0.00167187 -0.000125956 -0.00156497 -5.21175e-05 -0.000394333 0.000310176 -0.000347803 -0.00026001
internal_weight=599.988 369.243 230.744 182.158 238.953 135.142 104.547 47.6063 35.8921 32.1578 24.047 9.3769 14.6701 48.5865 11.1846 30.5948 56.9405 33.1002 28.4642 25.5756 20.214 5.36162 12.1762 130.29 6.35911 123.931 63.7315 60.1995 26.8237 60.9885
internal_count=4633 2170 2463 1893 1022 1720 1444 277 242 223 198 44 154 570 88 276 1167 909 396 323 248 75 146 1148 44 1104 590 514 389 563
is_linear=0
shrinkage=0.00250357


Tree=322
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 2 2 2 2 2 2 1 1 1 1 1 1 2 1 2 1 0 1 0 2 0 0 1 1 2
split_gain=5.16277 6.30938 5.30127 3.79687 3.5924 3.52129 3.38023 2.73596 3.04258 3.09423 2.63261 4.07224 2.53761 2.48542 2.4413 9.05373 2.831 2.57552 4.1671 5.65467 4.3295 4.92207 3.05283 2.93462 2.76722 3.64705 3.42261 2.91628 2.70839 2.4892
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 44.279556297950009 0.4529056016000001 47.927946529500012 44.749265482150008 38.238138001450004 35.374259656300005 37.232443001650005 48.109449608500007 0.40272746325000003 0.42307116555000007 0.39670967935000007 0.41625999220000004 0.40437412050000004 0.39995808510000008 40.767054867700004 0.42111014640000005 40.890797847750008 0.44922307715000004 0.56859076075000015 0.43967246490000006 0.54191491270000014 38.751720283100006 0.56685428580000019 0.54695967185000016 0.45107930900000009 0.44720217960000008 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 -1 -4 7 -5 -6 8 -3 -10 14 13 -11 -12 15 16 -9 23 -19 -20 21 29 -23 -16 -25 26 -26 -27 -28 -21
right_child=1 4 3 5 6 -7 -8 10 9 12 11 -13 -14 -15 17 -17 -18 18 19 20 -22 22 -24 24 25 27 28 -29 -30 -31
leaf_value=-5.9626936657742708e-05 -0.0010915894603294367 0.00067245267968755172 0.00062760742245460219 -0.0020183928373494571 -0.00096545888403515962 0.00075918630714165946 0.00022545047585183811 -0.00089921648016475072 -0.0031618508085498312 0.0010554600594943802 -0.001241236915049231 -0.0032598165277325309 -0.0019102150678610178 0.0026609490331356025 0.0013579334252728271 -0.0036304560134973536 0.0010788448262838621 0.0021281262895368963 0.0025272578982078789 -0.00080773693290101401 0.002020265134065093 -6.3516455699125427e-05 -0.0035105626128633808 0.0015264797309449199 -7.9290960417675667e-05 -0.00068756961494621934 -0.0035097887546192094 0.0022840127777145015 -0.00073164326406116966 0.000857386899950858
leaf_weight=126.18627833505161 33.902047016657889 6.3518142877146628 222.77127001062036 6.3245900850743038 33.741888075950556 4.7036832943558693 24.180037552025169 6.3574492782354417 3.9482545480132085 3.3417346887290478 2.1189507888630028 2.9295542682521045 3.481885589659214 1.7708668336272237 8.856523394584654 3.8937240857630959 13.061872724443672 13.617137275636194 7.4165441840887061 7.8555406555533471 6.3898400887846938 2.5720035880804053 3.7069761455059052 4.4196828901767757 8.0459342747926765 3.8893329277634612 4.7466964423656446 3.918191485106945 3.6832097768783569 16.348010089248419
leaf_count=1148 479 71 934 63 911 25 258 47 58 15 30 50 42 12 26 40 44 43 19 35 17 20 33 16 29 33 42 9 15 69
internal_value=0.000159081 -0.000121579 0.000341942 0.000558677 4.23201e-05 -0.000833724 -0.000468303 0.00024955 -0.000662041 -0.00144895 0.000373834 -0.00109508 -0.000457834 0.000535261 0.000458168 -0.000247114 0.000431272 0.0006304 0.000951992 0.000590376 0.00020079 -0.000180614 -0.00209858 0.000134599 -0.00024287 -0.000564899 -0.00121345 0.000803713 -0.00229596 0.000316952
internal_weight=594.532 234.546 359.986 233.8 200.644 11.0283 57.9219 142.722 17.1237 10.7719 125.598 6.81937 6.82362 3.88982 118.779 23.313 19.4193 95.4656 57.9061 44.2889 36.8724 30.4825 6.27898 37.5596 28.703 24.2834 16.4758 7.80752 8.42991 24.2036
internal_count=4633 2463 2170 1022 1984 88 1169 815 186 115 629 92 57 42 537 131 91 406 236 193 174 157 53 170 144 128 86 42 57 104
is_linear=0
shrinkage=0.00243107


Tree=323
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 1 1 0 2 1 2 2 0 2 2 0 0 2 2 2 2 2 2 1 0 0 1 0
split_gain=4.52696 6.30192 5.60102 5.00438 4.37443 2.82769 2.6374 2.26707 3.24975 3.44152 2.29428 2.26654 2.24061 5.5229 4.5133 2.24004 2.13254 2.06048 2.17493 2.77276 2.37292 3.94286 3.32098 6.53617 4.85831 4.22747 3.46719 2.73621 6.75669 2.99733
threshold=0.39078171310000004 0.47880302985000006 0.5380527529500001 0.54504356155000011 44.279556297950009 36.377496227400009 47.927946529500012 0.43540612555000008 0.43837010870000009 0.57161462230000015 36.772607578000013 0.42473279245000012 39.476991512000005 40.165165956550005 0.57161462230000015 42.081757894750005 49.960114208400007 0.39587138110000003 0.47847369840000004 40.518963363600001 41.873095646600007 41.741384785950011 43.477771593600004 42.759119507950011 42.686561923500008 0.34626208795000007 0.47568935060000012 0.47396784530000008 0.34269932035000011 0.47500074850000013
decision_type=2 2 2 2 2 2 2 2 2 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 5 -4 -3 -2 -6 15 9 -9 -10 -7 14 -14 -12 -5 -17 -1 20 -20 21 27 23 24 25 26 -22 28 -19 -29
right_child=2 4 3 7 6 11 -8 8 10 -11 12 -13 13 -15 -16 16 -18 18 19 -21 22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=-0.0021091687175052352 -0.0039771124862469868 0.00077905328629376868 0.00094405433973374325 -0.00051711128607228153 -0.0024564136757488156 -0.0007185921371552134 0.00050450647097891217 0.00032005701748108077 -0.0032069137475411961 0.0035163534500580718 0.0017826435251027631 -0.0035352994265136608 -0.0042984209541942417 -0.0001923378259118902 -0.0019405761650664246 -0.0036305185437282973 0.00028865382365721322 0.00034876827055830715 6.2319496243486527e-05 -0.0040356448493948311 7.9357631528044573e-05 0.0030836176375571688 0.00020388840456233055 -0.0035176411237062832 0.0033397131323921864 0.0020398761016897373 -0.0033353043660842834 0.0030007815289804169 -0.0032684301093930685 0.00041620333222804106
leaf_weight=4.8214659420773378 2.9764382243156424 227.11387284845114 47.257068848237395 23.362046595662836 6.4491534102708084 42.789299429859966 5.0230117253959179 9.9115027710795385 2.3553833200130603 4.6432398110628119 12.476074248552324 2.8607872459106138 3.2278302034828803 64.838113825535402 4.0474514241795978 4.7188526317477217 1.8003998482599852 20.644635094329718 3.3464796692132941 2.8866436053067446 4.988281769678002 4.8708010315895072 34.977467639371753 8.136641073971985 3.0174706969410172 3.4558918438851824 6.3368654251098633 5.018219098448756 6.3344491831958285 26.204820893704891
leaf_count=188 33 934 173 173 63 434 25 45 272 20 43 103 75 842 147 75 28 156 13 31 35 13 244 107 9 16 58 16 160 102
internal_value=0.000179071 0.000386468 -0.000161893 8.90454e-05 0.000685816 -0.00108376 -0.00115999 -0.000218497 -1.31847e-07 0.00133974 -0.000224428 -0.000895109 -0.000141382 -0.000387057 0.000870638 -0.000960232 -0.00254817 -0.000142414 -6.95933e-05 -0.0018355 1.91842e-05 0.000435707 -0.00041211 -0.00124288 -0.000202963 -0.000926182 -0.00183128 0.000214109 -0.000500518 0.000831601
internal_weight=600.891 373.626 227.264 178.638 238.586 48.6265 11.4722 131.381 101.5 14.5547 86.9449 45.6501 84.5895 68.0659 16.5235 29.8813 6.51925 135.04 130.219 6.23312 123.986 63.0729 60.9126 25.9352 17.7985 14.781 11.3251 58.2021 26.9791 31.223
internal_count=4633 2170 2463 1893 1022 570 88 1720 1444 65 1379 537 1107 917 190 276 103 1148 960 44 916 447 469 225 118 109 93 434 316 118
is_linear=0
shrinkage=0.00306373


Tree=324
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 2 1 1 2 0 2 2 0 2 0 1 1 2 2 1 0 0 2 2 1 0 2 2 0 1
split_gain=0.788043 2.27129 1.63258 1.6621 1.59324 1.54502 5.96067 2.06884 1.43068 3.96919 1.16818 2.26512 3.24588 1.0988 1.00525 3.16054 3.18527 3.00516 2.62176 2.66848 2.71086 2.82978 2.08083 2.77698 2.53597 1.79932 1.64302 2.73134 5.34476 1.32379
threshold=42.783136484500005 42.982930821650008 0.58887458460000019 0.47634801355000006 0.49284452560000008 42.684965421050009 0.34626208795000007 0.34584293880000011 42.580420142950011 0.49588335680000006 43.067541470150012 43.157831852650006 0.50386215985000016 42.546237522150008 0.56579144335000009 0.43837010870000009 0.44512140355000007 38.911218973650008 42.243697547450004 0.34542378970000004 0.48735067810000005 0.52468488970000016 39.476991512000005 41.772405911750006 0.45218706025000005 0.47604862130000009 42.027798546600003 42.081757894750005 0.49194634890000005 0.39563186730000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 -4 -5 8 7 -7 13 -10 -3 12 -12 14 18 -16 -17 -18 26 25 -21 -22 -19 24 -24 -20 29 -28 -29 -1
right_child=1 10 3 4 -6 6 -8 -9 9 -11 11 -13 -14 -15 15 16 17 22 19 20 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.0022411136931578617 -0.016325084377713874 0.012279083977780197 -0.033391506660089915 0.0079945767743480629 -0.030931045521377886 0.0055150687523142583 -0.02916941345622262 0.033781805129819417 -0.0405826732311187 0.0054516945472728459 -0.043983699485243374 -0.00013266055114056235 0.0011122230974603346 0.017427473732953752 0.022525074610160744 -0.033359251422646764 -0.034962676652040219 0.027651617977882754 -0.0048904134988456936 -0.026870739771360421 0.020995062346952042 -0.010779003524382267 0.0066276731563110576 0.020405342889581967 -0.039959765263217123 -0.04430282796713475 0.023522322629979029 0.014998956413843261 -0.034429419476266099 -0.0023427063776556394
leaf_weight=205.47615208756179 8.7515427379403246 6.3366189032094544 2.4257921653334042 3.509138592868112 1.3278201260545754 3.9183421488851291 2.5601968495175234 6.0111179351806641 2.7740681201685211 4.4984394274652004 2.676693830988369 118.57090702850837 3.222767923027277 3.9021225571632376 8.1821590857580322 2.3253054833039632 1.530748811434022 4.0753596648573858 1.6533371033147002 3.4363979790359727 4.8499009907245618 5.4571221172809601 2.25738824903965 3.6657311916351318 2.0358106403145939 2.9630918446928263 8.0018010437488574 6.3453830021899176 2.9294006079435349 80.266466367058456
leaf_count=1293 92 40 107 64 403 20 26 60 34 24 55 1382 29 13 44 29 80 16 24 30 16 44 25 17 36 32 28 34 25 511
internal_value=0.000545808 -0.00139682 0.00126612 -0.0129452 -0.00269111 0.00154574 0.0120097 0.0226272 0.00117928 -0.0121079 -0.000398054 -0.00104343 -0.0193486 0.00145588 0.00127547 0.00724128 -0.000628559 0.0049821 0.000828605 -0.0102776 -0.00358986 0.00417207 0.010063 0.00105683 -0.0154638 -0.0301876 0.00150153 0.0105656 -0.000612784 0.000953497
internal_weight=515.937 139.559 376.379 7.26275 4.83696 369.116 12.4897 9.92946 356.626 7.27251 130.807 124.47 5.89946 349.354 345.452 24.0725 15.8903 13.565 321.379 18.3599 13.7434 10.307 12.0343 7.95893 4.2932 4.61643 303.019 17.2766 9.27478 285.743
internal_count=4633 1598 3035 574 467 2461 106 80 2355 58 1506 1466 84 2297 2284 247 203 174 2037 146 90 60 94 78 61 56 1891 87 59 1804
is_linear=0
shrinkage=0.0302676


Tree=325
num_leaves=31
num_cat=0
split_feature=1 1 1 1 2 2 2 2 1 0 1 0 0 0 0 1 0 2 2 2 0 2 2 2 1 1 1 1 1 1
split_gain=0.68233 4.78792 1.61257 4.46335 3.1922 3.74554 2.2275 1.75283 1.78284 1.53079 1.4153 1.30362 2.12091 1.11702 1.87706 4.45518 1.47592 2.00188 1.39942 3.75186 2.69662 2.62833 2.47286 3.12032 2.9433 3.02136 3.11964 2.29816 2.2386 3.827
threshold=0.39170982905000007 0.39394030120000006 0.39563186730000005 0.39814676205000005 36.558960102350007 49.960114208400007 37.232443001650005 34.424709467050008 0.46280051495000007 0.54413041525000005 0.46551001470000003 0.56748300950000019 0.56859076075000015 0.47880302985000006 0.47943175355000006 0.34587287805000005 0.47847369840000004 40.518963363600001 41.243661560350013 42.455548714850003 0.50452082270000009 41.11191809080001 43.930205408700004 47.74983977685001 0.37977904855000005 0.3459626957000001 0.34575312120000007 0.3584174126500001 0.34569324270000007 0.34524415440000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 -3 4 -4 -6 7 9 -9 -5 -10 -11 -13 16 15 -15 -1 -18 21 20 28 -16 24 27 25 26 -21 -24 29 -20
right_child=1 2 3 6 5 -7 -8 8 10 11 -12 12 -14 14 18 -17 17 -19 19 22 -22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00026196803230733125 -0.028359228234950785 0.010121765948675646 0.01165809114355232 0.021062406574706288 -0.029283087606125486 0.023500873747305178 0.00093355651604575115 -0.030334796491094135 0.03183828856540185 -0.033410022917008821 -0.026017696882869625 0.034029891457554973 -0.026623093587576176 -0.0041182197911869981 0.0026463977167731807 0.028112582775527108 -0.00039372391950179909 -0.031280077183543357 -0.003578751810199524 0.004707610104854704 -0.026166639545625849 0.019454558256155122 -0.004774165051787134 0.007319636620825961 0.025373550470338228 -0.0035064001614801901 0.026547741587471273 -0.033284976001117135 0.0014795451139004271 -0.03179904244887391
leaf_weight=104.61556674295571 3.8951512228231868 9.1082991994917375 2.0409976989030829 1.4390435405075535 7.5598723478615266 0.95739168487489212 161.48707904055482 3.7718718637479469 0.60442427359521367 1.0161111042834821 0.47913467150647193 0.72848639637231805 0.72922709034173749 5.2932255305349809 97.571321059018373 5.5568547695875168 3.0712093189358702 2.3349617039784789 10.60172727704048 15.329695023596289 4.0443195067346087 6.2579346373677245 4.1490196436643583 6.0972813926637173 4.6223771050572386 17.694372247904539 5.6607805788516989 3.1393379792571068 18.251030940562487 4.2574231661856166
leaf_count=1104 91 51 12 7 185 6 1692 90 3 26 83 3 181 26 446 26 13 31 46 69 30 31 20 31 14 89 61 55 80 31
internal_value=0.000410051 -0.000766189 -0.000200277 -0.000720239 -0.0165825 -0.0233499 0.000263449 -0.012078 -0.0221692 0.000444037 0.00625518 -0.0115498 0.00368799 0.00112572 0.00220715 0.0123887 -0.000923935 -0.0137337 0.0016483 -0.000576758 -0.00678642 0.00365945 0.00349283 -0.00595198 0.00641209 0.00414642 0.0105975 -0.0170547 -0.00441918 -0.0116644
internal_weight=512.366 193.817 189.922 180.814 10.5583 8.51726 170.255 8.7683 4.85543 3.91287 1.08356 2.47382 1.45771 318.548 208.527 10.8501 110.022 5.40617 197.677 93.8474 37.1545 103.829 56.6929 13.3856 43.3072 38.6848 20.9905 7.28836 33.1102 14.8592
internal_count=4633 2430 2339 2288 203 191 2085 393 176 217 86 210 184 2203 1055 52 1148 44 1003 526 187 477 339 106 233 219 130 75 157 77
is_linear=0
shrinkage=0.0251418


Tree=326
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 1 2 2 2 2 1 1 2 0 0 1 0 2 2 2 0 1 1 0 0 2 2 0 2 0
split_gain=3.35963 3.97184 3.51072 2.71545 3.16026 2.60144 2.03296 4.47075 2.05313 2.44029 2.70672 4.69888 1.96924 2.88068 1.93936 2.16932 2.84328 2.43698 2.25321 2.00046 3.37439 3.64176 1.97176 3.10439 1.93385 2.79139 2.38495 3.93436 3.17466 2.82082
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 44.279556297950009 47.927946529500012 0.50634711535000021 44.202975721700007 43.968221017800005 42.654057868200006 36.377496227400009 0.39431454150000006 0.39563186730000005 37.817254840650008 0.5132031975000001 0.54504356155000011 0.43540612555000008 0.56065686655000013 42.081757894750005 49.960114208400007 40.408647214050006 0.54284302865000023 0.41861022125000008 0.43075057630000008 0.56300709560000006 0.47847369840000004 40.518963363600001 41.873095646600007 0.47787491390000009 41.741384785950011 0.47774018740000007
decision_type=2 2 2 2 2 2 2 2 2 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 24 -4 -5 14 7 8 9 -2 -11 -12 -13 -14 19 17 -17 22 -19 -3 21 -21 -16 -24 26 -26 28 29 -1 -28
right_child=1 5 3 4 -6 -7 -8 -9 -10 10 11 12 13 -15 15 16 -18 18 -20 20 -22 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=0.00025113502684878533 -0.0037524163032831319 -0.00012552705884378386 0.00062223101482976155 -0.0023104169449732056 0.00086793781808017256 -0.0016177672455824845 -0.0030856908616040618 0.0026117429281605872 -0.0033703702623526038 -0.0019476279456437156 0.0026019437556509778 0.0018772764602984842 0.0014726585075326816 -0.0033599230038347827 0.00011538159738094102 0.001266657035032696 -0.00010814306784814089 -0.003409732370850945 0.00053990036979919491 0.00092096050042727044 0.0022395773143299462 -0.0017605550717807229 -0.0040139495342069722 0.0004106955515249714 0.00015927403809303458 -0.0037441804139045185 -0.00037882142267497336 -0.0039145534640374216 0.0027658683325330561 0.002283879192161766
leaf_weight=56.316812307573855 2.2211973629892006 24.136319253593683 216.60986657068133 5.8358267024159414 4.7813269048929214 7.6860432965913779 3.7701249502133569 2.8599170520901671 3.2350650355219832 6.9939722903072861 4.5905804261565191 1.3657964430749414 1.4283664356917141 3.7746263202279806 17.484278377145536 14.969558741897343 81.1243292914005 4.6913413517177096 1.6367744356393812 20.270488933660094 11.641954888589678 5.3850870430469504 2.784459287300705 2.5539664383977652 3.3643954917788497 2.8366247825324535 55.409334965748712 2.5225811749696723 4.5587184596806756 3.556927151978015
leaf_count=498 26 111 934 63 25 554 185 11 68 85 12 12 15 65 121 58 832 75 28 84 39 30 32 20 13 31 553 27 16 10
internal_value=0.000160306 -0.00011724 0.000335515 0.000552083 -0.000879077 3.47901e-05 -0.00109441 -0.000810784 -0.00122537 -0.000884784 -0.000533907 0.000352121 -0.00122016 -0.00203324 0.00010283 -0.000104074 0.000106024 -0.000796648 -0.00238816 0.000524644 0.000945388 0.000358112 -0.000355366 -0.00189715 -4.72481e-05 -0.00162634 3.27751e-05 -0.000369846 0.000439453 -0.000218204
internal_weight=580.397 224.604 355.792 227.227 10.6172 194.365 30.2396 26.4695 23.6096 20.3745 18.1533 11.1594 6.56879 5.20299 186.679 125.245 96.0939 29.1508 6.32812 61.4339 37.2975 25.6556 22.8227 5.33843 128.565 6.20102 122.364 61.4888 60.8755 58.9663
internal_count=4633 2463 2170 1022 88 1984 479 294 283 215 189 104 92 80 1430 1166 890 276 103 264 153 114 173 52 1148 44 1104 590 514 563
is_linear=0
shrinkage=0.00289842


Tree=327
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 0 2 2 2 1 1 2 2 2 0 0 1 2 1 2 2 1 2 2 2 0 0 1 0 1
split_gain=0.751421 1.86386 1.66229 1.81908 1.75429 1.66469 1.777 0.878445 1.85504 2.09803 1.21356 1.94752 1.10557 1.09899 1.06948 1.39548 1.74559 3.57711 1.11671 1.28231 2.43885 1.38987 1.04775 2.88977 0.904496 0.950663 1.36273 0.854887 1.22263 2.67226
threshold=49.247968080500009 0.39672464895000009 0.47648274005000008 0.55688452445000014 0.58035687555000015 0.66718062335000017 52.834037000700008 47.927946529500012 45.700098835450007 0.37447980600000008 0.47941678395000004 45.044778924400006 37.345948426100009 37.232443001650005 0.43572048740000008 0.4413939702500001 0.33894194785000004 37.572218886150004 0.32737043805000005 41.559097512700014 44.952171034750002 0.32168198560000011 41.243661560350013 35.771221912400001 48.109449608500007 0.51809826055000008 0.58887458460000019 0.34458549145000011 0.47673722340000008 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 6 -6 8 10 -10 14 12 13 -12 18 -16 17 -17 19 21 -21 22 23 -1 -9 -26 -27 -18 -29 -30
right_child=1 2 3 4 5 -7 -8 24 9 -11 11 -13 -14 -15 15 16 27 -19 -20 20 -22 -23 -24 -25 25 26 -28 28 29 -31
leaf_value=0.012808811217852665 -0.034253720003817628 0.015418848140808907 -0.033981919227683607 0.01137199731776262 -0.032908586835132862 0.019770611231080683 0.0064775973966359063 0.017755178853740779 -0.032325983239398247 -0.00451831249462613 -0.028437700070528163 0.022059550299395006 -0.022697841019213346 0.025748293073553905 0.0184784341206807 0.014891033187063266 0.0066769446966205639 -0.035187964198634153 -0.029666177666611792 -0.032943347148188015 0.014951225878295546 0.029141273827206417 0.015349341938856594 -0.037422412727620265 0.0080084921572695957 -0.015598686812320076 0.0071175751427573009 -0.0065022724109518072 -0.016532261961226508 0.0014513517786764005
leaf_weight=1.8198360728565588 1.5715367645025242 3.1439759135246268 1.6910521299578238 3.9243034059181792 2.8946539298631251 0.9547852687537669 1.2717357827350495 4.0189890936017063 2.5569773307070127 11.526859095087273 0.44826636569632572 1.1881229877471922 4.9270518568227999 0.81107145245186985 3.5242807641625395 1.7843009904026974 20.306152630597353 2.8693085908889771 1.5173961190739635 2.4849906063172971 1.2239879835397003 1.289921427844092 1.628109188750386 1.7167060934007166 13.154452204704286 4.0110591631382686 4.1385320136323571 16.780943441437557 6.4806070923805228 384.58972116315272
leaf_count=29 18 11 100 49 90 40 22 20 97 138 179 5 405 8 22 9 85 50 169 145 19 12 9 64 51 33 27 185 32 2510
internal_value=0.00044357 -0.00558742 -0.00234185 -0.00754271 -0.0025999 -0.0133064 -0.0208865 0.000631911 0.000360135 -0.00956691 0.000667147 -0.0105075 -0.0167622 0.00646057 0.000851087 0.0010731 0.000931376 -0.0159865 -0.00744221 -0.00412423 -0.0171378 0.00335375 -0.00308693 -0.0115744 0.0056705 0.00339074 -0.0040629 0.00111525 0.000838349 0.00115334
internal_weight=510.25 15.452 13.8805 10.7365 9.04548 5.12117 4.16639 494.798 469.475 14.0838 455.391 7.37451 6.18639 1.25934 448.016 436.335 432.811 4.65361 11.6809 10.1636 3.70898 6.45457 5.16465 3.53654 25.323 21.304 8.14959 428.157 407.851 391.07
internal_count=4633 330 312 301 201 152 112 4303 4172 235 3937 597 592 187 3340 2893 2871 59 447 278 164 114 102 93 131 111 60 2812 2727 2542
is_linear=0
shrinkage=0.0277726


Tree=328
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 1 2 2 2 1 0 1 2 1 1 1 0 1 2 2 0 0 2 2 2 2 1 1 0
split_gain=5.91071 5.71516 5.63863 4.55506 4.16797 3.20581 3.09323 3.0577 3.15682 5.01424 3.37755 8.16562 4.20351 2.92277 3.13363 3.7918 2.79077 5.96256 5.01246 2.81627 6.89378 3.36652 2.70148 2.50503 5.83684 2.39524 2.56933 2.87273 5.93265 2.33501
threshold=0.39078171310000004 0.47736594710000008 0.53146612375000013 0.4529056016000001 44.749265482150008 44.578137159850009 0.49284452560000008 49.064150740050003 40.767054867700004 40.94178426300001 0.44922307715000004 0.56859076075000015 0.43837010870000009 43.521589032450009 0.45824975300000009 0.46551001470000003 0.4172030777500001 0.53938504835000012 0.42111014640000005 42.455548714850003 41.835830569250014 0.55348642255000013 0.51017933595000009 44.202975721700007 43.968221017800005 42.654057868200006 36.377496227400009 0.39431454150000006 0.39563186730000005 0.6310290111500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 23 7 6 -3 13 8 -4 -10 11 16 -13 14 -5 -16 17 -11 -18 20 -20 -21 -7 24 25 26 -2 -28 -29 -6
right_child=2 5 3 4 29 22 -8 -9 9 10 -12 12 -14 -15 15 -17 18 -19 19 21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00013846415532095096 -0.0028877245695394008 0.00052647949497636355 -8.7214535714435847e-05 -0.0018310918369967475 0.00064558597350190155 0.00028663182652007095 -0.0022943349892086732 -0.0015549968847472424 0.0020682458424082398 0.00065119245898370649 0.0018706767028780576 0.00050097858345711239 -0.0030899948505182752 -0.0024428287073165775 0.0010439742291969553 -0.00078123627055017388 0.0020071564285302716 -0.0019311050436419902 -0.00050974141023037568 -0.0020823629470204203 0.0024598781594628752 0.00047459727150257069 -0.0018830474502104519 -0.0023611638138991641 0.0021089205365478468 -0.0026227320357872781 -0.0015443985247391076 0.0020423732833837272 -0.0010993094240499236 -0.0007392923662544583
leaf_weight=96.356253491714597 2.3940147459507086 262.57132068648934 61.295714319683611 5.7894845502451124 17.907590549439195 6.1601637192070466 6.4929790807655072 4.4209689050912848 9.3498734161257726 13.369455717504026 6.4609588086605063 2.2487306073307982 4.941607341170311 3.7809294052422038 9.1425772393122333 13.168829420581458 11.974603172391651 6.2075805105268946 7.8404297083616274 4.2092861011624318 7.0285535752773285 5.8117194995284081 4.8728076051920652 5.035738382022827 3.1331671290099612 3.8492994066327801 7.5675659067928818 4.7907612472772581 7.0331515688449144 8.517565989866851
leaf_count=993 26 1090 388 75 129 28 514 77 25 54 17 19 46 74 58 190 36 49 34 27 17 26 59 185 11 68 85 12 92 129
internal_value=0.000144115 0.000317565 -0.000119131 1.37468e-05 -0.000466262 0.000478166 -0.000924504 0.000228025 0.000284035 0.000570479 0.000370689 0.000218385 -0.00196694 -0.000645528 -0.000403704 -3.33171e-05 0.000496783 -0.000167615 0.000849614 0.000292718 0.000893995 -0.000599444 -0.000671626 -0.000944452 -0.000696461 -0.00103934 -0.000759573 -0.000496838 0.000173624 0.000199201
internal_weight=613.724 369.961 243.763 209.959 64.8 273.604 38.3748 145.159 140.739 79.4428 70.0929 63.632 7.19034 31.8818 28.1009 22.3114 56.4416 19.577 36.8646 24.89 14.869 10.021 11.033 33.8037 28.768 25.6348 21.7855 19.3915 11.8239 26.4252
internal_count=4633 2170 2463 1984 1169 1177 911 815 738 350 325 308 65 397 323 248 243 103 140 104 51 53 87 479 294 283 215 189 104 258
is_linear=0
shrinkage=0.00217738


Tree=329
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 0 2 2 2 2 1 1 2 2 2 0 1 2 1 0 2 2 2 0 2 0 1 2 1
split_gain=2.93887 4.56931 3.97721 2.69821 2.67217 2.90183 2.56782 2.37296 2.63259 4.48353 2.67219 2.58292 5.6938 2.32866 2.16309 2.84069 2.14625 3.10942 2.11667 2.09246 2.68632 2.06016 7.72849 2.95504 2.24827 2.32593 2.14148 2.42489 5.52506 4.57044
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 0.54504356155000011 0.43540612555000008 0.56065686655000013 0.54353163080000011 36.377496227400009 44.202975721700007 43.968221017800005 42.654057868200006 0.39431454150000006 0.39563186730000005 42.081757894750005 44.279556297950009 47.927946529500012 0.47847369840000004 0.34515433670000012 49.960114208400007 0.43075057630000008 0.56300709560000006 42.759119507950011 43.477771593600004 42.686561923500008 0.41973294215000007 41.243661560350013 0.47774018740000007 0.34527409360000011 48.109449608500007 0.34007963835000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 16 6 13 -6 -3 -2 9 10 11 -9 -13 19 -4 -16 21 -18 -15 -5 -21 23 -23 24 25 -1 27 29 -29 -24
right_child=1 3 14 4 5 -7 -8 8 -10 -11 -12 12 -14 18 15 -17 17 -19 -20 20 -22 22 26 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0033349526285371819 -0.0041186523654534605 0.00022705762077193984 0.00063493631587480028 -4.5425110566977489e-05 0.0013009275707346287 -0.00017618208538448997 0.001685874227713781 -0.0020756163998355793 -0.003295871673618965 0.0029038631272652236 -0.0035892364447607478 0.0029107946756119539 -0.0014729236703602316 -0.0036558608399379399 -0.0022538672838941926 0.00095941619630968914 -0.0043843084726311122 1.2875820173156746e-05 0.00037269574427302595 -0.0042830340903021839 9.9517546726753079e-05 -0.0033503932889784702 -0.00039988945450270734 0.0032892439089533833 0.00030371048689780127 0.0016182543882277112 0.0022865561476720017 -0.0030626796157597626 0.0036835625752056149 0.0029260761567952314
leaf_weight=3.2209705826826385 2.4468982592225101 46.769573098048568 217.47737237811089 17.859603037126369 14.826701464131473 84.457813498971518 15.148662367835639 7.2098491415381565 3.965319152455776 3.0508554913103572 3.4012744948267928 4.6573917493224126 7.0828111059963703 4.8705722242593756 5.744800288230179 4.7798646092414856 2.6765572633594266 3.5448656268417835 1.6578173534944651 2.8506065979599944 2.4805009756237268 7.7177497486118218 19.885175356641415 2.986442318186163 66.9877446773462 1.2471504183486102 3.6384967640042296 5.9454494547098866 1.4277018159627912 4.8795939162373534
leaf_count=217 26 210 934 121 58 1386 54 85 185 11 68 12 92 75 63 25 24 20 28 32 20 138 182 9 382 49 11 99 3 14
internal_value=0.000152347 -0.000124505 0.000327453 5.55447e-05 -0.000198083 4.44028e-05 0.000583966 -0.001205 -0.000962237 -0.000597953 -0.00107594 -0.000624833 0.000266117 -0.00100817 0.000568952 -0.000794528 -0.000116033 -0.00187886 -0.00263285 -0.00055081 -0.00224388 -2.30397e-05 -0.000555515 0.000288068 0.000162636 -0.0019524 4.74011e-05 -0.000206105 -0.00175637 0.000255451
internal_weight=574.896 222.736 352.16 190.922 129.004 99.2845 61.9182 31.8144 29.3675 25.4022 22.3513 18.9501 11.7402 29.7191 228.002 10.5247 124.158 6.22142 6.52839 23.1907 5.33111 117.936 43.4942 74.4423 71.4559 4.46812 35.7764 32.1379 7.37315 24.7648
internal_count=4633 2463 2170 1984 1720 1444 264 479 453 268 257 189 104 276 1022 88 1148 44 103 173 52 1104 447 657 648 266 309 298 102 196
is_linear=0
shrinkage=0.00307948


Tree=330
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 2 2 2 0 1 2 0 0 2 2 0 0 0 0 0 1 1 0 0 2 1 0 1 0
split_gain=2.48978 5.32065 3.20287 2.76538 1.82506 5.56127 3.17547 3.88762 2.81687 2.98057 5.01878 3.49089 4.39839 4.73628 2.84926 3.05889 2.82593 2.23361 2.19562 3.19141 3.04176 3.56818 2.13854 2.17689 1.79328 4.33888 3.07977 1.73363 1.77209 2.72515
threshold=0.39170982905000007 0.39394030120000006 0.47736594710000008 0.5116313883000001 0.39563186730000005 0.39814676205000005 36.558960102350007 49.960114208400007 38.238138001450004 0.5485614203000001 0.42111014640000005 44.202975721700007 0.53312775065000018 0.53146612375000013 41.542492784600007 40.94178426300001 0.55234873210000013 0.54353163080000011 0.54191491270000014 0.54353163080000011 0.54986377655000018 0.41461333495000008 0.43540612555000008 0.56859076075000015 0.55788748840000013 41.835830569250014 0.42991227810000004 0.47757552170000012 0.34512439750000007 0.47943175355000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 -5 6 -6 -8 18 11 -11 14 13 -13 15 17 -12 -10 -7 -20 -21 -22 -23 -24 25 -18 -26 -4 29 -29
right_child=1 3 27 4 5 8 7 -9 9 10 16 12 -14 -15 -16 -17 24 -19 19 20 21 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=-0.00021952867903708543 -0.0037998344238995489 -0.003744135694674472 0.0023697360362128169 0.0014030661579182064 0.0013370331968675286 -0.0041047807111346691 -0.0038895032244672012 0.0029844787894063034 8.9840783068319139e-05 -0.004229308038103897 -0.0031657010815508493 -0.0036277775787498115 -0.004886700560312502 0.002984204040916242 0.0018771228741101694 -0.0019043026744070591 -0.00072127423811409338 0.0020438892029775073 0.0029416980057167005 -0.0051024428531268274 0.0064846672630310444 -0.0036853169364258389 0.0012479671895186918 -0.002129664695283908 -0.0046766655760682833 0.0034320904071823374 -8.9134235714951773e-06 -0.0017606849160133238 0.0005778102863296914 0.00038409345353894621
leaf_weight=90.653489716583863 4.3670615951996288 2.2671647118404499 5.5382324755191794 9.6825560512952489 2.1773965060710898 2.4956803172826794 8.5915304329246265 1.0376656148582686 17.314431466162208 3.3139945100992909 3.13806477934122 1.9821944409050036 2.639966506510973 3.1668092608451843 25.151849968358874 5.4993776977062216 5.7502728775143606 10.620551623404024 2.2950701415538814 2.0491878148168317 0.73404973745345969 2.8124545719474545 4.6334515102207643 4.0017584114684723 1.6215680763125409 5.5740856351330876 83.416557682445273 9.6194870583713072 222.23246800433844 21.716288015246391
leaf_count=993 91 52 18 50 12 33 183 6 71 53 21 91 23 8 91 28 30 30 6 22 1 67 34 340 18 19 1050 59 1050 83
internal_value=0.000148216 -0.000134658 0.00032318 -5.91464e-05 -1.93064e-05 -8.81612e-05 -0.00232147 -0.00314875 5.19353e-05 0.00018954 -0.000168205 0.000743683 -0.0013662 0.000438812 0.00102419 0.000382549 -3.29445e-05 0.000832747 -0.001172 -0.000729106 -0.00132111 -0.000685021 -0.00114476 -0.000317306 6.90744e-05 0.0013231 -9.79215e-05 0.000513058 0.000472506 -0.000274313
internal_weight=566.095 216.335 349.76 211.968 209.701 200.018 11.8066 9.6292 188.211 169.19 102.815 66.3752 7.78897 5.149 58.5862 33.4344 99.5005 27.935 19.0217 16.526 14.2309 12.1817 11.4477 8.63521 96.3625 11.3244 85.0381 259.106 253.568 31.3358
internal_count=4633 2430 2203 2339 2287 2237 201 189 2036 1533 1191 342 122 99 220 129 1138 101 503 470 464 442 441 374 1117 49 1068 1210 1192 142
is_linear=0
shrinkage=0.00335456


Tree=331
num_leaves=31
num_cat=0
split_feature=1 1 0 2 1 1 2 2 1 0 2 2 2 1 0 0 2 1 1 0 2 0 2 2 2 1 0 1 2 2
split_gain=0.729483 4.34068 1.4672 2.57308 3.109 2.34299 5.77243 3.57629 3.44102 2.21543 1.76657 3.49624 1.82806 1.57963 6.19494 5.11107 4.96876 4.53355 2.49811 5.61603 4.55841 4.06277 2.53035 2.15428 2.23677 1.68327 1.65743 1.39003 1.59415 1.35936
threshold=0.39170982905000007 0.39394030120000006 0.5380527529500001 36.377496227400009 0.39563186730000005 0.39814676205000005 36.772607578000013 38.804629908750009 0.42473279245000012 0.53866650695000018 43.61821939175001 44.701063782750005 40.636252116050009 0.41917906650000009 0.53998383280000006 0.5485614203000001 40.00488309970001 0.40437412050000004 0.43540612555000008 0.55348642255000013 40.300545846000013 0.55980359870000018 41.289992964000007 41.542492784600007 40.00488309970001 0.40651477500000005 0.53938504835000012 0.4172030777500001 46.095286511800005 49.721603660250004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 10 -4 12 -12 -9 16 -15 23 25 26 20 -20 -17 -21 -22 24 -16 -11 -18 28 -13 -28
right_child=1 2 9 4 5 7 -8 8 -10 13 11 27 -14 14 15 18 17 -19 19 21 22 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0013440395968898693 -0.031739920192352201 -0.035345256915340496 0.016442437738403697 0.014478139815706155 0.048116721367242869 -0.038194359009060076 -0.031561958631344963 0.0084535188727202989 -0.032610790753725138 0.020966458213896352 0.036338440021001756 -0.038163300223018788 -0.021957609956281616 -0.062056867407445995 0.01494690946463887 -0.034321633512414143 0.013607773377837975 -0.038442924193831128 -0.065781944981318383 0.019077216388875048 0.013534380562271261 -0.00071661707416487402 -0.018215523163680164 0.023107185968966337 -0.0056595194277306495 -0.0025300388692916119 -0.030358627468963097 0.015269589369863168 0.0061363069774837443 0.0055981719681949833
leaf_weight=318.85363838810008 3.6212854812620199 2.2032499462366095 7.0884048193693152 6.2511043625418088 0.83713150024414318 2.0578128825873163 6.1357691865414381 3.6425179559737471 2.1010194197297087 4.4044469129294175 3.5576921105384809 1.2457878580316903 2.8578269425779581 1.2354184240102757 10.690169405192142 4.9123870879411689 2.7436984628438932 5.4664441733621061 1.0163190402090538 9.4789821952581388 4.8534307777881605 73.882448820950231 3.5002670488320291 10.240385606884955 7.103477180004119 5.6246143290773034 2.1133823245763783 2.3688276689499617 1.3951329253613947 1.4269808414392171
leaf_count=2203 91 28 23 25 2 27 174 19 103 14 8 23 21 11 35 82 8 56 8 38 16 1393 39 35 28 43 26 9 20 25
internal_value=0.00050662 -0.000869342 -0.000282311 -0.00557944 -0.00355847 -0.00786194 -0.0219961 -0.0027359 0.00151407 0.000896045 0.00627236 0.0147617 -0.0049165 0.000154926 0.00137025 0.00199374 -0.00692696 -0.0194869 -0.0010819 0.000723315 -0.0125638 0.00153413 0.000230914 0.0127063 0.00672053 0.00778888 -0.00299731 -0.000561183 -0.0147609 -0.0158659
internal_weight=512.91 194.056 190.435 34.6539 32.4506 26.1995 6.9729 19.2266 17.1688 155.781 15.0678 8.56744 6.50034 148.693 126.913 125.678 21.7796 11.7505 97.6438 84.3778 13.2661 83.3614 8.3537 28.034 17.7936 10.0291 6.28406 5.00975 2.64092 3.54036
internal_count=4633 2430 2339 459 431 406 176 230 203 1880 100 60 40 1857 1685 1674 172 115 1576 1439 137 1431 55 98 63 57 59 52 43 51
is_linear=0
shrinkage=0.0284635


Tree=332
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 2 1 1 0 0 1 1 0 0 2 2 2 1 2 1 1 1 2 2 0 1 1 0 2 2
split_gain=6.00043 6.03785 4.25942 3.82534 3.47299 3.97068 3.23761 3.88508 4.27492 3.41347 3.96271 6.46054 3.66858 3.6631 3.10285 2.84706 2.88963 2.66325 2.78011 3.31183 3.75679 2.61987 3.32663 5.60719 2.58241 7.77312 4.63974 3.053 2.50015 2.46323
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 0.54504356155000011 0.5380527529500001 43.61821939175001 0.43540612555000008 0.4529056016000001 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 0.56915960600000015 44.749265482150008 42.081757894750005 49.960114208400007 0.49284452560000008 43.521589032450009 0.45824975300000009 0.46551001470000003 0.44922307715000004 40.94178426300001 40.679780036550007 0.50730517050000012 0.37644082515000005 0.36994401365000007 0.50291907430000016 37.817254840650008 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=2 29 -1 4 5 -3 15 8 -8 -10 11 12 -11 -13 17 -5 -17 18 19 28 -21 22 23 -15 27 26 -26 -4 -9 -2
right_child=1 3 24 6 -6 -7 7 14 9 10 -12 13 -14 21 -16 16 -18 -19 -20 20 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-2.0721188748001746e-05 -0.0007640790385969662 -0.0014196197590235012 0.00053334543625714603 -0.00046513964228385527 0.00076642010190369704 0.00082281539667395851 0.0016349719879310176 0.00069106098153162287 -0.002000618586924597 -0.00017819592773308471 0.0016775117116715078 0.0014692161298155506 0.002652111098639498 -0.0033674298732230151 0.00019646147766553404 -0.0028257622728755363 0.00049028302195289208 -0.0023799342023405408 -0.0025239873442552841 0.0011867665272917583 -0.00076559662526493022 -3.2199083083115713e-05 -0.0031947636702290361 0.0028315678045503956 -4.4556041555558646e-06 0.00053842034045553265 -0.0026254763876494866 0.0015254589154458618 -0.0027907294451818537 -0.0024681408111993271
leaf_weight=128.9693111339584 31.533413778990507 9.3992387540638465 157.55768037214875 24.545773383229971 48.653932170011103 7.3011451587080947 12.03830694966018 1.4443643195554674 3.723918303847312 4.4621740281581896 8.223043926060198 2.5383427292108527 5.1152109242975712 1.5178849305957538 25.46043998375535 5.8972136937081805 1.7803800096735356 5.0651542019331819 3.4302347488701335 9.0173050416633505 11.894309445284305 4.1966990046203128 6.0188267286866903 1.5194676518440247 6.6284800022840482 46.583685722202063 7.4818382263183594 17.983563520014286 4.1767698097974062 5.1329124798066905
leaf_count=1148 294 61 673 173 173 30 35 20 19 24 25 8 20 37 258 75 28 513 73 58 190 36 70 3 42 181 60 66 55 185
internal_value=0.000127632 -0.00014928 0.000312707 1.56949e-06 0.000458325 -0.000439262 -0.000208551 -2.20271e-05 0.000452933 7.15974e-05 0.00030132 -0.000144762 0.00133345 -0.0010413 -0.000409557 -0.00084437 -0.00205679 -0.000850045 -0.000591422 -0.000341574 7.62826e-05 -0.00152214 -0.00221259 -0.000266316 0.000494738 8.91139e-05 -0.00139422 0.000634984 -0.00189607 -0.00100263
internal_weight=609.291 244.086 365.205 207.42 65.3543 16.7004 142.066 109.842 49.3539 37.3156 33.5916 25.3686 9.57738 15.7912 60.4886 32.2234 7.67759 35.0281 29.963 26.5327 20.9116 13.2529 9.05618 3.03735 236.235 60.694 14.1103 175.541 5.62113 36.6663
internal_count=4633 2463 2170 1984 264 91 1720 1444 277 242 223 198 44 154 1167 276 103 909 396 323 248 146 110 40 1022 283 102 739 75 479
is_linear=0
shrinkage=0.00228122


Tree=333
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 2 1 1 1 1 1 1 0 0 2 2 1 1 2 2 2 1 2 1 1 0 0 1 2 1
split_gain=5.09321 5.47855 3.91877 4.43983 4.28821 4.3002 3.6545 3.51841 3.32878 3.2766 3.99389 5.41257 3.09806 3.13395 3.09532 4.57038 2.89674 3.78975 2.83785 2.63927 5.33494 2.58323 2.45855 2.43302 2.36717 2.19957 3.57507 4.61222 3.89626 3.34417
threshold=0.52324780695000006 0.47736594710000008 0.39995808510000008 0.54504356155000011 45.921757303800007 39.571921479100006 0.3975479776000001 0.41218825785000007 0.41917906650000009 0.39078171310000004 0.39019789825000006 0.38906020780000011 0.52769378160000013 0.52507409960000018 41.444941515100005 43.895345911700005 0.42111014640000005 0.4172030777500001 38.396531328800009 40.300545846000013 42.686561923500008 0.40651477500000005 38.751720283100006 0.38976377950000002 0.40437412050000004 0.5206281249000001 0.50913146310000013 0.37977904855000005 38.911218973650008 0.36510882910000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 5 -4 12 -6 21 10 11 25 13 23 -14 -16 17 24 -10 -11 -21 -5 -20 -2 -7 26 -3 29 -29 -28
right_child=2 9 3 8 7 16 -8 -9 18 19 -12 -13 14 -15 15 -17 -18 -19 22 20 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.0001931826289604547 0.0014213889580486632 0.00073100440655513726 -0.00052505394353496353 0.00079611975942604698 0.0028944927684929093 0.0014673692230900111 -0.0027158098479124963 -0.0037718635652294512 -0.0013991114840943466 -0.0041006401758989985 0.0025605456842210149 -0.0023092123096331851 0.001194640981364107 -0.0028542616993899651 -0.0037273609147390903 0.00024989575357413878 -0.00036882977368777996 0.0025790214123570299 0.0022886233159563835 0.0033750557437035849 -0.0032228514724935765 -0.003593780021858587 -8.4370505411497979e-05 -0.001552407869938604 -0.00078426294738532403 0.0024139112896425126 0.0010813396044463692 -0.0009994259362373914 0.0022926922937900368 -0.0024563617114579861
leaf_weight=93.570994287729263 3.7141597140580433 211.51982414349914 13.182853754609821 1.4906406234949816 0.82934810221195165 11.160234600305559 7.4061613678932181 2.8690461874939501 13.308697647065854 2.0425648130476466 8.6782566457986814 5.1139198616147032 11.455402068793775 7.3844225816428652 3.3066418915987006 8.0975493751466256 6.7393945157527915 18.089866638183594 3.6662715279962859 1.8813803493976595 2.1159156649373472 4.0457296785898507 109.92999185109511 5.6165258884429932 5.7486888170242301 5.6387903839349738 2.8145687803626087 5.2199874296784383 6.6342834904789925 9.5019700024276954
leaf_count=1000 15 906 70 17 2 34 101 81 444 23 23 26 48 138 45 65 30 48 29 8 64 60 1132 43 34 21 11 22 19 74
internal_value=0.00018221 0.000398668 -0.000140358 4.10138e-05 0.000694196 0.000894274 -0.000877955 -0.00227696 -0.000248089 0.000610721 0.00065985 0.000592919 -0.000534012 -0.00146675 0.000148016 -0.000903309 0.00134256 0.00167211 -0.000153694 -0.00146449 -0.000117459 -0.00241182 -7.78313e-06 -0.000368662 0.00070186 0.000654417 0.000612322 -0.000426274 0.000843019 -0.00164793
internal_weight=592.774 354.732 238.042 191.061 58.6194 54.921 46.9809 3.69839 132.441 261.161 255.122 246.443 39.5747 16.7151 22.8596 11.4042 41.7382 34.9988 126.905 6.03986 3.9973 5.53637 113.596 9.33069 16.9089 241.329 235.691 24.1708 11.8543 12.3165
internal_count=4633 2197 2436 1981 299 216 455 83 1682 1197 1102 1079 354 196 158 110 146 116 1605 95 72 77 1161 58 68 1053 1032 126 41 85
is_linear=0
shrinkage=0.00285066


Tree=334
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 2 1 1 2 0 2 2 1 1 1 2 2 2 1 0 1 0 0 1 2 2 2 2 1 2
split_gain=0.796415 2.07067 1.51004 1.70133 1.52726 1.23865 5.10911 1.9716 1.33059 3.62016 1.07932 3.85693 3.27824 8.46646 4.71133 3.81955 4.37475 3.72651 2.97398 3.35621 3.75643 3.28051 2.98652 2.55533 2.01034 1.71327 1.68498 2.77466 2.60129 2.59171
threshold=42.783136484500005 42.982930821650008 0.58887458460000019 0.47634801355000006 0.49284452560000008 42.684965421050009 0.34626208795000007 0.34584293880000011 42.580420142950011 0.49588335680000006 40.300545846000013 40.467253020850002 0.41917906650000009 0.40651477500000005 0.42111014640000005 41.835830569250014 41.319407281650008 40.806664626150003 0.40206880030000008 0.5054040298000001 0.38723391515000005 0.52432561900000019 0.50218556330000019 0.44512140355000007 41.404176814550006 40.890797847750008 40.003678352300007 39.896141435400004 0.34569324270000007 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=2 -2 5 -4 -5 8 7 -7 10 -10 26 -12 13 18 -14 16 17 -16 19 22 -21 -22 -13 -18 -23 -19 27 29 -28 -1
right_child=1 -3 3 4 -6 6 -8 -9 9 -11 11 12 14 -15 15 -17 23 25 -20 20 21 24 -24 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0016636913707872084 -0.015764048516815194 -0.00043721889221008127 -0.033619406495995104 0.0081243067263596508 -0.031159515106202906 0.005255994976989628 -0.026943266418696543 0.033775732939734848 -0.040201115571891738 0.0049582184971044109 0.019190117145452448 0.00061992621926575098 0.031642379185701446 -0.048681781534140899 -0.016498951793741876 0.019284948304465442 -0.045944397470688368 0.026862258503667122 0.02397486428373756 -0.037530384883094479 0.024486942567292783 0.0012509023888118862 0.025783353029453254 -0.0054282370989545536 -0.029766546307293505 0.0036660304718992027 0.006265977205909188 0.019090354504512928 -0.0183742771856946 -0.0094497309477204559
leaf_weight=120.89562833670061 8.7902269997866807 130.57561766216531 2.3927425118163219 3.560402516159229 1.2490629873063879 3.9000463876873237 2.560369247570633 5.4014320373535156 2.6418646005913606 4.4561182782053947 13.027032551355658 96.193313459167257 7.3061507120728484 3.325571469962596 5.1444098427891793 11.122195981442927 2.8738359399139872 5.6377678140997869 4.9435307234525672 4.3834486976265898 2.8009360730648023 3.9522408321499825 4.6184043511748305 2.9447082870174199 3.8582674339413643 6.2989452797919512 6.3375677838921574 7.3693589121103278 10.867664371617137 23.401105436496437
leaf_count=928 92 1506 107 64 403 20 26 60 34 24 55 627 23 32 30 45 20 19 14 34 8 33 21 25 61 32 28 27 92 143
internal_value=0.000567947 -0.00140393 0.00130379 -0.0125568 -0.00207807 0.00157635 0.0112926 0.0218176 0.00125114 -0.0118501 0.0015189 0.00317663 0.00191543 -0.000568146 0.00937165 0.00458904 -0.00254865 0.00524895 0.000756948 -0.000234174 -0.0137266 -0.00389363 0.00177272 -0.0254396 -0.0140712 0.0146217 -0.000232674 0.000795712 -0.00929801 -0.000138611
internal_weight=512.83 139.366 373.464 7.20221 4.80947 366.262 11.8618 9.30148 354.4 7.09798 347.302 178.431 165.404 124.076 41.328 34.0219 22.8997 17.0811 120.75 115.807 14.9949 10.6114 100.812 5.81854 7.81051 11.9367 168.871 151.666 17.2052 144.297
internal_count=4633 1598 3035 574 467 2461 106 80 2355 58 2297 1079 1024 830 194 171 126 81 798 784 136 102 648 45 94 51 1218 1098 120 1071
is_linear=0
shrinkage=0.0305668


Tree=335
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 2 0 0 0 1 0 2 1 1 2 2 2 0 1 2 1 0 2 0 0 0 1 1 2 1
split_gain=3.92445 6.80257 6.09373 3.00932 3.5919 2.99829 2.70137 2.46669 2.42707 3.16498 3.85891 3.34615 2.21282 5.96811 3.1991 3.21915 3.12143 3.4891 5.47744 4.11903 4.5682 2.23434 2.0744 2.10211 3.04999 3.12207 3.43674 1.88204 4.37099 3.16524
threshold=0.39170982905000007 0.47721625100000004 0.39394030120000006 0.3447651268000001 0.47396784530000008 40.408647214050006 0.5116313883000001 0.68131193680000013 0.47673722340000008 0.34548366815000003 0.45995628875000011 43.968221017800005 0.39563186730000005 0.39900002995000006 36.558960102350007 49.064150740050003 38.238138001450004 0.5485614203000001 0.42111014640000005 44.279556297950009 0.41861022125000008 0.55234873210000013 37.995872310650007 0.54191491270000014 0.54353163080000011 0.54986377655000018 0.41461333495000008 0.4529056016000001 44.749265482150008 0.45824975300000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 12 9 11 -11 -7 -8 14 -14 -16 22 19 -19 -18 -21 -20 23 -15 -25 -26 -27 -23 29 -29
right_child=2 -3 6 5 -6 8 7 -9 -10 10 -12 -13 13 16 15 -17 17 18 21 20 -22 27 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.00025065843911027788 -0.0031976874324505691 0.00054803423128366895 -0.0030890302083618976 -0.0034806933806024944 0.001530685172243832 -0.0033812353526674935 0.0012860234889924109 -0.0030199452841040081 0.00032361094089540879 -0.0020966249012275193 0.0010880376928629524 0.001421831505251064 0.0013646925003018072 -0.0033985156137892477 -0.0027789385229574351 0.001950864699132003 0.00094482688352393951 -0.0035442979740838844 -0.0022899995785785193 0.00050007175862146344 -0.0038948768789882605 0.00044590450279470632 -0.0034367125119858719 0.002594285007587533 -0.0041563759639122967 0.00551210071253191 -0.00068984407308058987 -0.003375931538595047 0.00056897102593260419 -0.00067946530052249402
leaf_weight=49.032957448158413 4.8686669189482918 281.01366680860519 2.2430536095052949 3.2858465844765297 10.569238469004629 6.8691209759563261 9.7694683261215669 2.1017843179870388 11.381614390760658 5.3594612926244718 6.4280702024698257 1.329867787659168 2.1288001909852019 1.9032066278159678 11.203862903639672 1.226328246295451 57.494965232908726 3.4763554316014043 3.1933516338467589 4.6321670953184357 2.9888862576335669 50.047762466594577 2.3315618932247153 2.3511989638209334 1.8633825983852137 0.73490703105926414 10.383063599234445 3.9017270300537374 23.324387506581843 23.390445053577423
leaf_count=521 91 1230 52 83 37 136 50 179 54 101 35 6 13 25 196 9 210 52 21 41 79 269 37 6 20 1 338 52 187 502
internal_value=0.000158266 0.000331924 -0.000130652 -0.000312385 6.52267e-05 -0.000961848 -6.29903e-05 -3.19185e-05 -0.000697997 -0.00127977 -0.000359939 -0.00260218 -2.89004e-06 -6.38457e-05 -0.00177466 -0.00231231 6.58705e-05 0.000184902 -0.000122156 0.000691041 -0.00122357 -7.60955e-06 -0.000983172 -0.00065127 -0.000310258 -0.000836333 -0.00027989 6.47942e-05 -0.000312033 -0.00106496
internal_weight=600.829 375.27 225.559 94.2562 59.6022 34.654 220.691 218.448 31.3681 19.9865 11.7875 8.19899 216.346 206.576 14.559 12.4302 192.017 172.45 107.334 65.116 7.62105 103.858 19.5673 17.2358 15.3326 12.9814 11.118 100.664 50.6166 27.2922
internal_count=4633 2203 2430 973 558 415 2339 2287 332 278 136 142 2108 2058 218 205 1840 1413 1083 330 120 1031 427 390 365 359 339 1010 741 554
is_linear=0
shrinkage=0.00277154


Tree=336
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 2 1 1 0 2 2 1 0 0 1 2 2 1 2 0 0 1 2 0 1 1 2 0 2 2
split_gain=2.71148 3.76345 3.24725 4.10956 3.8855 2.55049 4.69791 3.42763 3.16322 3.46019 3.5347 2.43339 4.39457 3.60968 3.54559 2.93431 2.47573 2.43002 2.43381 2.32459 6.66043 3.07048 2.97846 3.73669 2.92162 2.89564 2.85639 2.47621 4.96784 5.14468
threshold=0.5485614203000001 0.43540612555000008 44.202975721700007 0.41861022125000008 0.41973294215000007 47.927946529500012 0.4172030777500001 0.3584174126500001 0.47774018740000007 44.749265482150008 45.205561619650005 0.41917906650000009 0.53998383280000006 0.54284302865000023 0.42111014640000005 43.895345911700005 41.037275035300006 0.43593006200000012 36.772607578000013 0.5380527529500001 0.52432561900000019 0.40206880030000008 41.404176814550006 0.52688542260000015 0.39563186730000005 0.39995808510000008 43.61821939175001 0.47880302985000006 42.759119507950011 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=2 -2 4 5 -1 6 7 8 9 -4 -11 12 15 -13 -15 19 -14 -3 -19 20 26 22 23 -22 -25 -26 27 28 -6 -30
right_child=1 17 3 -5 11 -7 -8 -9 -10 10 -12 13 16 14 -16 -17 -18 18 -20 -21 21 -23 -24 24 25 -27 -28 -29 29 -31
leaf_value=-0.0023406118168763776 -0.0015274466577735832 0.0036033267978977683 -0.0047009582659185058 -0.0043420033706639731 0.00029294725972980461 0.00048165514814678336 0.0041943696520167243 -0.002809387059197204 0.0020689495982118594 0.0022092845366126438 -0.0035913502700858899 -0.00045172814745614884 -0.00061710412690124455 0.0031718534016423284 0.00055849259991530174 0.0020668008812991879 -0.0039888967199770463 -0.0034566448914959535 -3.9921137686295668e-06 0.0016521813474556278 -0.0029629367364111901 -0.0045359253184682315 -0.0024855547062219508 0.0022175005599919142 -0.0022917990155875935 0.0018387388031610161 -0.0018624759856153831 0.00067895168204352681 -0.0035319658177411627 0.0022663366512482349
leaf_weight=5.5346982199698678 21.023144725710154 1.9470085613429535 2.4186093602329546 2.8141769710928193 76.149192423559725 23.494301657192409 1.6957312822341908 10.354411228559909 4.1297355741262436 3.0596966110169888 1.7680113893002269 9.0649881828576344 6.8909087162464839 12.260292440652849 10.098531052470205 10.92979823052883 3.5037888661026955 2.2270514967967747 98.307146097184159 13.964926861226557 3.895414328202615 2.66700480505824 8.2791943456977588 6.7107201330363733 4.7895104736089706 2.910334650427103 5.6440409421920767 204.07335631921887 7.2577116256579739 2.1057921964675188
leaf_count=344 239 7 28 92 440 119 4 231 12 18 39 59 34 34 36 38 27 281 1151 44 47 26 125 24 67 11 35 907 105 9
internal_value=0.000159585 -0.000268708 0.000278062 -0.000508607 0.00037668 -0.000278689 -0.00104124 -0.0014498 -0.000212321 -0.00151244 8.49662e-05 0.000415125 0.000338998 0.0012867 0.00199151 0.000401259 -0.00175365 -1.04885e-05 -8.04759e-05 0.000347472 0.000291321 -0.00119519 -0.000860046 -0.000124882 0.000642291 -0.000730567 0.000438608 0.000483456 1.69114e-05 -0.00222796
internal_weight=569.969 123.504 446.465 49.7347 396.73 46.9205 23.4262 21.7305 11.3761 7.24632 4.82771 391.196 359.772 31.4238 22.3588 349.377 10.3947 102.481 100.534 338.447 324.482 29.2522 26.5852 18.306 14.4106 7.69985 295.23 289.586 85.5127 9.3635
internal_count=4633 1678 2955 543 2412 451 332 328 97 85 57 2068 1939 129 70 1878 61 1439 1432 1840 1796 300 274 149 102 78 1496 1461 554 114
is_linear=0
shrinkage=0.00326596


Tree=337
num_leaves=31
num_cat=0
split_feature=2 0 2 2 0 1 0 1 2 1 2 1 2 2 0 1 2 0 2 1 1 2 1 1 1 1 0 0 2 1
split_gain=0.816077 1.74744 1.5664 1.02759 1.49868 1.3668 1.03089 1.72435 1.70874 2.03824 0.926102 1.63259 1.7983 2.60179 2.52205 1.66468 1.47882 2.56809 1.87781 4.25088 1.93298 2.37034 2.25611 1.52671 1.49016 2.88783 1.41638 1.60408 1.59269 2.14012
threshold=49.247968080500009 0.39672464895000009 49.292797572200008 49.960114208400007 0.3972336157500001 0.50491003265000012 0.48119816770000007 0.39670967935000007 50.189067467950004 0.48522499325000007 48.823707093150006 0.31118828780000007 45.044778924400006 44.952171034750002 0.41973294215000007 0.4995808509000001 47.74983977685001 0.54191491270000014 44.578137159850009 0.4172030777500001 0.37644082515000005 44.749265482150008 0.34491482290000003 0.44618424600000006 0.3584174126500001 0.37447980600000008 0.57212358910000016 0.57403969940000021 40.00488309970001 0.49146732130000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 4 -4 6 -5 -8 -9 -10 11 12 13 14 -1 16 18 -18 26 20 21 -20 -23 -21 -24 -26 -13 -28 29 -29
right_child=1 2 3 5 -6 -7 7 8 9 -11 -12 15 -14 -15 -16 -17 17 -19 19 23 -22 22 24 -25 25 -27 27 28 -30 -31
leaf_value=-0.031021918713293153 -0.033604617586464276 0.033573759243954338 0.0046261928149535225 0.036073208495943671 -0.032807015634151587 -0.029994817869742358 -0.036627234444878906 0.031794792046744416 -0.030426560245741828 0.0071126808140579059 0.0079420773801098382 0.0013464876270387887 -0.036836704847277205 0.042071683855766859 0.031461135774111075 -0.015103097211984353 -0.0027839789852434414 0.022787216848542666 -0.044132322855353304 0.018855814191420732 -0.031939148260518906 -0.034225585728639506 0.021910025687522303 -0.0029357475523210884 -0.030079882392002336 0.036428459331580912 -0.03399150901466217 -0.029118165222419973 0.00051453407858980922 0.018809239858286277
leaf_weight=2.0055301405955106 1.5252170041203488 0.85025668889284034 1.3371013998985284 0.65985078737139602 2.0493827438913286 1.0635835067369033 0.85575984371825864 1.4160329513251779 1.4332295523490755 4.6270850575529039 13.106417654082177 420.73286721168552 1.819356254301965 0.75526317581534375 0.64621180295944203 4.9910787646076633 5.7458731308579427 6.1534396335482597 1.2286420501768605 4.1054679257795197 4.7463778899982572 1.301132822409272 2.3904574066400528 5.9683588817715645 1.5686875544488432 0.72092125937342633 1.4584315787069524 3.2910724278772276 13.788001546636222 0.89699698134791095
leaf_count=167 18 4 5 2 51 58 27 6 98 61 62 2702 27 3 2 540 29 28 14 28 144 30 8 37 76 2 28 217 139 20
internal_value=0.00053191 -0.00561874 -0.0026322 -0.00492235 -0.0180271 -0.00050897 0.00297866 0.000357784 0.00459117 -0.00176513 0.000727495 0.000532255 -0.0147576 -0.00296731 -0.0157952 0.000699052 0.00086541 0.0104395 0.000618924 -0.00721781 -0.0183084 -0.00933499 -0.00218701 0.00594514 0.00672022 -0.00913863 0.00101115 -0.00624858 -0.00399775 -0.0188531
internal_weight=513.238 15.8175 14.2923 13.442 3.38648 10.0555 8.99196 8.33211 7.47635 6.06031 497.421 484.314 5.22636 3.40701 2.65174 479.088 474.097 11.8993 462.197 22.03 11.9562 7.20984 5.9812 10.0738 4.68007 2.28961 440.167 19.4345 17.9761 4.18807
internal_count=4633 330 312 308 56 252 194 192 165 159 4303 4241 199 172 169 4042 3502 57 3445 339 274 130 116 65 86 78 3106 404 376 237
is_linear=0
shrinkage=0.0275057


Tree=338
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 2 1 0 2 0 1 1 2 2 2 2 2 2 1 1 1 0 1 0 2 2 2 0 2 1
split_gain=4.10285 4.80686 4.00128 2.95731 2.73486 2.57571 2.39744 2.81116 2.31942 2.83852 3.36859 3.08726 2.23635 2.48938 2.21879 5.70889 2.2734 2.4551 2.91793 6.04 2.20795 5.77239 4.33197 2.01177 2.77296 2.52261 8.65315 3.21131 2.29799 2.29292
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 44.279556297950009 0.54504356155000011 47.927946529500012 0.43540612555000008 0.56065686655000013 39.571921479100006 0.54284302865000023 0.41861022125000008 0.41625999220000004 42.081757894750005 49.960114208400007 44.202975721700007 43.968221017800005 42.654057868200006 36.377496227400009 0.39431454150000006 0.39563186730000005 0.43837010870000009 0.57161462230000015 0.44844465735000011 0.47847369840000004 40.518963363600001 42.759119507950011 43.477771593600004 0.41973294215000007 41.243661560350013 0.31168228495000011
decision_type=2 2 2 2 2 2 2 2 2 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 14 -3 8 -5 12 -8 -4 10 11 -10 -6 -14 15 16 17 -2 -19 -20 21 -9 -22 25 -25 27 -27 28 -1 -30
right_child=2 3 4 5 6 -7 7 20 9 -11 -12 -13 13 -15 -16 -17 -18 18 19 -21 22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0031443861162198956 -0.0037784728310979801 0.00070007977405391953 -0.00044810724809343837 -0.0021982868553203122 -0.00051844018819552536 0.00073327932110764512 0.0011834695838168446 -0.0010726201519523468 0.0002887508542990608 0.0018745334646175192 -0.0015686943630037785 0.0028108642911799618 -0.0034913571655341997 0.00074019282290662943 -0.0031300166568571856 0.0029223590773710846 -0.0034195862456223112 -0.0020045100225261443 0.0029157424759080302 -0.0013967132932980132 -0.0023199066943171255 0.0034425530845963587 -0.00011746129396882674 0.00010900579204685213 -0.0038340352355302823 -0.0032326102531531134 6.5690493782819174e-05 0.00047993757411788723 -0.0030661226557486148 0.0045410691125426913
leaf_weight=3.6800098423846057 2.2766680419445171 220.43265659362078 15.466960009187458 5.7983389217406494 23.102949335239831 4.6276800930500031 14.783601023256777 5.0233570076525194 19.244202631525702 15.732752298936246 6.288484524935483 5.3197834193706504 4.9199347365647546 1.5763372718356548 4.0089784290175876 3.1420148909091941 3.6113303173333398 7.3208264186978367 4.7062603682279569 6.845732469111681 8.6614645272493345 4.7122249398380518 66.913453875749838 3.316720336675643 2.8455285392701626 8.3896938073448819 36.750185762532055 72.906018575653434 0.59566201362758853 0.79349028691649437
leaf_count=217 26 934 78 63 173 25 58 29 88 52 33 13 75 28 185 11 68 85 12 92 108 20 1229 13 31 138 309 391 46 3
internal_value=0.000181008 0.000374604 -0.000130723 0.000627949 2.9176e-05 -0.000897085 -0.000212899 3.75988e-06 0.00053513 0.000861579 0.000345037 0.000834961 -0.000945564 -0.00246456 -0.0010915 -0.000798609 -0.00127078 -0.000903865 -0.000557095 0.000360173 -0.000200674 0.00111282 -0.000369878 -7.78087e-05 -0.00171176 3.97526e-06 -0.000547331 0.000323127 -0.00193216 0.00127914
internal_weight=583.793 360.136 223.657 230.859 191.746 10.426 129.693 100.094 62.0522 46.5852 30.8525 24.564 29.5992 6.49627 31.9118 27.9028 24.7608 21.1495 18.8728 11.552 85.3105 9.73558 75.5749 129.277 6.16225 123.115 45.1399 77.9752 5.06916 1.38915
internal_count=4633 2170 2463 1022 1984 88 1720 1444 264 186 134 101 276 103 479 294 283 215 189 104 1386 49 1337 1148 44 1104 447 657 266 49
is_linear=0
shrinkage=0.00293039


Tree=339
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 0 1 1 2 2 2 1 1 0 0 0 1 0 2 0 1 1 0 0 1 0 0 0 0 0
split_gain=0.828083 3.91076 1.91864 1.2865 1.79338 1.85521 1.63752 3.67478 2.37913 2.63748 1.69575 2.00358 5.39869 2.3194 4.02675 3.03419 3.0562 1.52216 1.49824 1.67892 1.66952 1.31634 1.25618 1.58051 1.50126 2.3956 1.76374 1.59458 1.61181 1.21547
threshold=0.39170982905000007 0.39394030120000006 0.5116313883000001 0.51484985480000012 0.52366695610000014 0.52432561900000019 0.39995808510000008 0.39563186730000005 36.558960102350007 49.960114208400007 37.232443001650005 0.40437412050000004 0.41347564445000012 0.53312775065000018 0.5380527529500001 0.54504356155000011 0.41917906650000009 0.54353163080000011 34.424709467050008 0.54413041525000005 0.46280051495000007 0.46551001470000003 0.47736594710000008 0.47757552170000012 0.34512439750000007 0.47943175355000006 0.47847369840000004 0.48389269780000005 0.48185683060000012 0.56748300950000019
decision_type=2 2 2 2 2 2 2 2 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 7 -7 -9 -10 18 -12 -13 -14 -15 17 -17 -16 19 -8 -20 -22 -1 -24 25 26 -25 28 -27 -21
right_child=1 2 3 4 5 6 10 8 9 -11 11 12 13 14 15 16 -18 -19 20 29 21 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=-0.0015865000775941778 -0.030460772894422863 -0.03012335022505783 0.031263040536070298 -0.034446671334051646 0.030829747670824859 0.0070254024558753002 0.026725280556488248 0.0098399170546806733 -0.02703138641117947 0.020685779776291505 0.011298990267341876 -0.031008775707847679 0.022968000348695037 -0.032181199154153871 0.0038113120135591953 -0.035193059980516667 -0.00019333477979546412 0.017100000088631249 -0.033021272373574891 -0.036175803092138928 0.03415844198690076 -0.028444001752090706 0.017259856705506383 -0.0056300900333368376 0.0028801645295281645 -0.0019965846124256345 -0.030038957674863576 -0.011543034942943601 0.015845561679955135 0.0037874516685340708
leaf_weight=81.372114182333462 3.3331898344913489 1.6290771290659893 0.98255223222076793 1.1570692302193482 1.4574912209063757 7.8122293632477549 1.2586413808166974 2.0656795240938655 9.2832790520042145 0.96824572049081403 13.611690923571585 4.0627946848981074 3.5989634369034311 2.7796997725963584 15.029952086508276 1.9242418501526106 101.59555769566214 11.529758654534815 3.1636825172463432 0.97461931267753277 0.59049329720437504 0.44647228764370084 5.2769111394882193 5.7004647850990313 204.41184801794589 8.5917703956365603 3.6920740669593215 5.2796471342444411 6.9185831174254409 1.4087714488559866
leaf_count=993 91 52 6 28 20 46 4 13 206 8 58 53 50 23 55 28 1270 40 83 26 3 83 18 27 1050 35 32 26 22 184
internal_value=0.000514865 -0.000921462 -0.000395867 -0.000135082 -0.000302093 -8.6866e-05 -0.00033431 -0.00773498 -0.0170968 -0.0225246 0.000585406 0.0012204 0.00024413 0.00117463 0.000584278 0.00128445 -0.000843915 0.00958003 -0.0118942 0.00102019 -0.0230912 0.00720455 0.00136735 0.00236939 0.00203445 -0.00369315 -0.0152249 0.00151667 0.00596212 -0.0125544
internal_weight=511.908 190.664 187.331 185.702 184.719 183.562 182.105 20.1294 12.3172 10.2515 161.975 154.133 140.521 136.458 132.859 130.08 103.52 26.5597 7.84268 3.64203 4.20065 1.03697 321.243 239.871 234.594 30.1825 9.39254 20.79 15.5104 2.38339
internal_count=4633 2430 2339 2287 2281 2253 2233 273 227 214 1960 1577 1519 1466 1416 1393 1298 95 383 214 169 86 2203 1210 1192 142 59 83 57 210
is_linear=0
shrinkage=0.0275125


Tree=340
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 2 0 0 1 2 2 0 1 0 2 2 0 0 2 0 0 2 2 2 2 0 2 0 0
split_gain=2.63244 4.43233 4.05556 4.02901 5.44952 6.14949 5.06715 3.41015 3.82409 3.15776 7.86393 4.49255 4.12806 5.87558 3.54971 2.78217 3.71602 2.6047 2.5798 2.97819 1.90386 3.53937 3.74021 2.82841 2.82122 8.26519 5.20952 3.58752 2.61506 1.9058
threshold=0.37227927305000003 0.36880632320000012 0.5116313883000001 0.5116313883000001 47.079243513300007 0.50291907430000016 41.16018805045001 0.47938684470000009 0.47943175355000006 0.3584174126500001 38.621016321050007 41.257948413050009 0.48458129995000004 0.34554354660000003 0.50291907430000016 42.684965421050009 42.720329370750001 0.48077901860000011 0.48149755995000004 43.157831852650006 0.52432561900000019 0.52769378160000013 39.955516828000007 44.279556297950009 36.257608591500009 38.751720283100006 0.52252926560000013 37.572218886150004 0.51657136015000005 0.5485614203000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 -1 -9 11 -11 12 13 -10 15 17 -17 -13 -18 -20 24 22 -22 -24 -5 27 28 -26 -27 -23
right_child=3 -3 -4 20 -6 -7 -8 8 9 10 -12 14 -14 -15 -16 16 18 -19 19 -21 21 29 23 -25 25 26 -28 -29 -30 -31
leaf_value=-4.9770665462860658e-05 0.0017267391117681003 0.002162915046914171 -0.0031523083535904711 0.0024290510292377023 0.0022785475369906578 -0.0048057995489528644 -0.0042182949608347712 0.0034854467102306496 0.0016382790824250541 0.00056576239563644649 -0.0039644955848004513 -0.0026267848727216242 0.0026419925088947104 -0.0017321229825623397 0.0029744167217992143 0.0032909574311683447 0.0014502871355604543 -0.00015479942667279373 -0.0022700551626911769 0.00059869382897216866 -0.0042659390111347744 0.0003730173771216667 0.000422039471458806 -0.0036121163415888196 -0.00057829619950807494 0.0014475329524871368 0.0028783862305886239 -0.0048202660388329986 -0.0010665704401133173 -0.00023744996027377788
leaf_weight=130.43220374383964 4.1547679863870126 13.324787840247152 3.4457699079066506 7.4294777661561957 2.9244785625487557 6.2114349212497473 2.2391107454895973 4.6989396810531607 19.220109306275848 15.1691816970706 5.2291175052523604 4.9604594185948363 19.778528340160847 7.2213737964630118 4.6587841771543017 5.0981319546699515 11.753618136048319 33.811533227562904 6.062119908630847 9.3170247822999936 3.97670561261475 87.821549612097442 7.0843254104256612 2.3484404580667615 4.3520204201340658 7.4060198552906575 10.435359728988258 3.7812667079269886 9.6954056858085078 126.87751987378579
leaf_count=1172 23 50 33 24 13 64 44 22 64 57 34 32 87 33 18 56 39 138 35 33 57 477 73 89 18 32 57 26 55 1678
internal_value=0.000155959 0.000367677 0.000282505 -6.12549e-05 -0.00163933 -0.00254829 -0.000355188 0.000325169 0.000657899 0.000564516 -0.000595572 0.00075867 0.0015412 0.000717796 0.00028064 0.00010389 0.000795527 -0.000471063 0.000326646 -0.000532104 2.91078e-05 -8.69124e-05 -0.00167474 -0.000582329 0.000643156 0.000271184 0.00110458 -0.00255044 2.21984e-05 1.22586e-05
internal_weight=580.92 294.182 280.857 286.738 15.5298 12.6053 6.39388 277.411 146.979 142.28 20.3983 121.882 46.22 26.4415 75.6617 71.0029 32.2309 38.772 27.1328 15.3791 271.208 228.109 13.4095 9.43277 43.0996 35.6701 27.5368 8.13329 17.1014 214.699
internal_count=4633 1903 1853 2730 144 131 67 1820 648 626 91 535 184 97 351 333 163 170 107 68 2586 2374 219 162 212 188 144 44 87 2155
is_linear=0
shrinkage=0.00318567


Tree=341
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 2 0 0 1 1 1 0 1 0 1 2 2 0 2 2 0 2 0 2 1 1 2 1 0
split_gain=0.767163 3.59961 3.26567 4.5199 4.77409 2.80488 2.08325 1.5584 2.09773 2.2022 3.73701 3.42001 2.55478 2.68769 2.58747 3.41632 3.20009 3.57475 2.04634 1.69125 1.69001 2.65704 2.54757 2.95052 3.15745 4.11919 2.48666 2.02395 1.79463 1.64893
threshold=0.37227927305000003 0.36880632320000012 0.5116313883000001 0.50452082270000009 0.38334181610000007 0.5116313883000001 43.084051236300006 0.51657136015000005 0.5195503128500002 0.38906020780000011 0.39019789825000006 0.38723391515000005 0.52324780695000006 0.39995808510000008 0.52769378160000013 0.3975479776000001 41.444941515100005 47.74983977685001 0.52432561900000019 39.117456157700005 40.722669576350008 0.57559653900000007 40.890797847750008 0.55688452445000014 45.921757303800007 0.40896979130000005 0.43220262865000009 41.542492784600007 0.46280051495000007 0.55348642255000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 3 4 -2 -1 -5 -4 -9 11 -11 -10 19 14 18 16 -16 -18 -14 -12 21 28 -22 24 27 -26 -25 -24 -15 -29
right_child=2 -3 7 6 -6 -7 -8 8 9 10 12 -13 13 20 15 -17 17 -19 -20 -21 22 -23 23 26 25 -27 -28 29 -30 -31
leaf_value=0.00098710993161072336 0.013685067381103644 0.013986395648029842 0.0091052358312823465 -0.034340327509564242 -0.027854885806197584 -0.02130394797495655 -0.006186168465331608 -0.017198254453125627 -0.0030102393329576671 -0.019875979562747417 0.00030647640105248243 0.019258846684824856 -0.00051875345036906317 -0.00222523559352254 0.012592808945583817 -0.018523366402670549 -0.028308516137572428 0.0068725684360651552 -0.022973048254589137 0.019841381405209781 0.015277937497792464 -0.018118065307967293 -0.002430669965203676 -0.028874188770824538 0.033948612361087878 -0.030197140352702646 -0.0013474536703514872 0.0083510163762658459 0.012976768014341854 0.023315957402832085
leaf_weight=246.13737108116038 4.9725551381707174 11.474184533581136 9.9625071678310615 4.4658353365957737 2.118269853759557 3.0685938261449328 2.0629632389172912 3.8582561184884971 7.0678671170026046 5.253586132079362 4.1508463621139509 7.7771553546190262 3.0959980897605437 52.159761035814881 8.6750778146088141 5.0743758808821431 2.8479938944801679 3.4043907606974244 7.3584016272798181 5.5760774317895994 7.6072439502459011 5.3326918179227496 7.9168583005666724 1.8261213181540359 0.68741909414529745 2.4646540335379541 50.203364269516896 24.273717869073156 4.5316920578479758 4.7223732918500891
leaf_count=1820 17 50 45 48 57 33 22 27 39 28 19 24 17 345 39 72 53 38 177 27 39 495 34 40 3 90 775 118 28 14
internal_value=0.000417884 0.00129689 -0.000500704 -0.011533 0.00127567 0.000712629 -0.0254442 0.000136433 -0.000259163 3.52199e-05 -0.000582557 0.00865631 -8.05502e-05 -0.000666935 -0.00698141 -0.00209863 0.00348472 -0.0091526 -0.0163234 0.0115051 0.000522207 -0.00248095 0.00239046 0.00132593 0.00605229 -0.0162079 -0.00231358 0.00795313 -0.00101005 0.0107882
internal_weight=510.128 260.68 249.448 13.6196 7.09082 249.206 6.5288 235.828 225.866 222.008 207.163 14.845 201.909 192.182 30.4562 20.0018 14.9275 6.25238 10.4544 9.72692 161.726 62.0241 99.7018 92.0945 40.065 3.15207 52.0295 36.9129 56.6915 28.9961
internal_count=4633 1903 2730 144 74 1853 70 2586 2541 2514 2451 63 2423 2377 396 202 130 91 194 46 1981 868 1113 1074 259 93 815 166 373 132
is_linear=0
shrinkage=0.0231714


Tree=342
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 1 1 0 0 1 2 2 2 0 0 2 0 0 0 0 1 1 0 0 1 2 2 2 2 1
split_gain=5.09887 5.25909 5.4145 5.16397 4.42403 3.94457 3.63069 3.11777 3.1962 2.94468 3.63133 3.38722 3.89123 3.07144 3.25632 3.05702 2.77082 2.74846 2.61031 3.06109 3.30545 5.37169 3.27531 3.26053 2.55678 2.55232 4.4847 2.28141 7.87338 4.45233
threshold=0.5485614203000001 0.47697673720000006 44.578137159850009 45.044778924400006 0.34482500525000009 0.41861022125000008 0.43540612555000008 0.47396784530000008 0.47500074850000013 0.4529056016000001 44.749265482150008 46.095286511800005 47.74983977685001 0.61797550970000004 0.64803449000000013 50.189067467950004 0.5641597557000001 0.68433579830000013 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.56915960600000015 0.57161462230000015 0.44922307715000004 40.94178426300001 40.679780036550007 41.489621506400006 40.806664626150003 0.40437412050000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 7 -5 27 -1 -9 18 16 -12 -13 15 -15 -14 -11 -16 -8 -20 21 23 -23 -21 25 26 -24 28 29 -2
right_child=6 2 3 5 -6 -7 9 8 -10 10 11 12 13 14 17 -17 -18 -19 19 20 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001762810505600662 0.0014278285069445203 0.00042431361929622991 -0.0029685611785030849 0.00012685287879930934 -0.0010622758159252003 -0.0029367917257508728 0.001303116068448192 0.0021248535595590869 -0.00013325344152662774 0.00040809135924416238 0.0020506370381968187 -0.0028182205786375886 0.0019705236292806745 -0.0033829741783911811 0.00096119668307032013 -0.00019937504224426427 -0.0011446163389781784 -0.0024549765043719524 -0.001803441428540773 -0.00014631453031681928 0.0015116943018102815 0.0013129057156680824 -0.0032144524637074626 0.0024743071531512732 7.9513076597218811e-05 -0.0029709504827273125 0.0023263660936666711 -0.002040899973807562 0.0019696763923144492 -0.0022161696170229345
leaf_weight=50.673048961441964 1.9479067623615289 365.33320496790111 3.8005704944953349 18.408031254773963 22.73826697235927 2.2372284724842748 10.458578445017336 6.3162957057356817 5.6246545724570751 6.766843006014823 4.0964384600520161 2.2553121941164163 6.0496490746736544 1.8875717818737019 3.7590110953897238 6.2816182654350996 28.141056272434071 1.590978557243943 3.7279023155570021 4.4042978845536762 7.8199367411434642 2.5089396089315406 1.3663805266842228 4.6145418751984835 3.6925684576854101 5.4366880804300308 1.4076824933290482 7.2762921852990976 4.2114202976226798 8.6981223672628385
leaf_count=523 6 1705 96 144 366 72 33 19 30 35 13 43 21 21 22 85 873 51 19 24 25 8 37 20 36 70 3 108 11 114
internal_value=0.000146532 0.000250632 0.000357891 -0.000634766 -0.000239189 -0.00020514 -0.000238679 5.97151e-05 0.0010612 -7.14815e-05 -0.000384928 0.000232813 -0.000108397 0.000203911 -0.000922724 0.000865165 -0.000843626 -5.4704e-05 0.000348138 6.26028e-05 0.000285201 -0.000124131 -0.000949324 0.00119454 -0.00142615 -0.00210328 -0.000402796 -0.00104141 -0.000551919 -0.00154943
internal_weight=603.531 475.131 389.779 24.4458 85.3523 20.6453 128.4 62.614 11.941 106.266 60.8285 25.9206 21.8241 19.5688 7.23756 12.3313 34.9079 5.34999 45.4375 34.9789 31.251 23.4311 14.4123 9.01884 11.9033 8.21075 2.77406 22.1337 14.8574 10.646
internal_count=4633 2955 2017 312 938 216 1678 572 49 1439 1164 256 243 200 94 106 908 73 275 242 223 198 154 44 146 110 40 239 131 120
is_linear=0
shrinkage=0.00217865


Tree=343
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 2 1 1 2 1 0 0 1 2 0 1 1 1 0 1 1 2 0 1 2 2 1 2 2 1
split_gain=0.741868 1.58774 1.37429 1.61477 1.48659 2.0189 1.66477 2.05217 0.942955 1.78739 1.39451 1.30782 3.1663 1.23745 1.91016 1.31618 1.29298 1.09574 2.57352 2.56626 1.6609 1.84051 1.82336 2.63808 3.5089 2.18397 5.62866 2.47204 2.12331 1.88276
threshold=49.247968080500009 0.39672464895000009 0.47648274005000008 0.39670967935000007 0.58035687555000015 51.757767929250001 0.4995808509000001 0.50491003265000012 47.927946529500012 0.4985778869000001 0.43572048740000008 0.4413939702500001 0.33400197600000009 41.559097512700014 0.3733870243500001 0.32737043805000005 0.32168198560000011 0.3584174126500001 0.49588335680000006 0.35696536035000009 0.34900152690000003 37.995872310650007 0.47880302985000006 0.34587287805000005 43.968221017800005 42.759119507950011 0.34458549145000011 42.498713093000006 42.620627117000005 0.34536391125000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 -4 5 -5 -6 -8 9 10 13 -12 -13 15 -15 16 -1 18 19 20 21 -14 23 24 25 27 -27 29 -25 -23
right_child=1 2 3 4 6 -7 7 -9 -10 -11 11 12 17 14 -16 -17 -18 -19 -20 -21 -22 22 -24 28 -26 26 -28 -29 -30 -31
leaf_value=-0.0039330517600754209 -0.04005370229820733 0.016336551575200791 -0.040891023134521982 0.022907478727053034 -0.038072914622359018 -0.035070494709418004 0.020575846669558719 -0.035927513811940662 0.007082370249439621 -0.023499921620481121 0.020614536719974857 -0.031916077091918071 0.022532685558367061 0.0097447391955231468 -0.037601160575838406 -0.035652707629755927 0.033102664863409681 -0.00039730260599580289 0.018722662413343312 0.025208403316351505 -0.014848666751793728 -0.0077317479199586715 0.0042195523542075796 -0.0027855729021593668 0.02241833885209079 0.02335216619885257 -0.04219470633248517 0.020163976894338791 -0.046814939725655931 0.010274770228174687
leaf_weight=5.1722899852320534 1.4319411367177952 3.1139756739139548 1.5008616027189408 3.3188794138841313 2.1403396129608154 0.83573015348520119 1.9780206643044951 1.1185416760854421 25.25906196795404 3.4329682300158302 3.727329693734645 3.2675647232681504 4.6975643858313552 1.3274377379566429 3.3067759609548375 1.1143952510319648 1.3140293452888725 255.79954342439305 10.841425474733112 5.1385929584503165 6.8014446706511071 32.034964667633176 97.642253018915653 2.2566664442419997 6.305435322225093 2.123607672750949 4.6340948427096009 5.2800392992794505 2.6439148969948292 8.0833618044853193
leaf_count=102 18 11 42 27 73 80 8 71 131 531 23 55 25 16 191 143 12 2075 60 33 45 175 475 12 27 7 77 24 28 36
internal_value=0.000582326 -0.00661426 -0.00319558 -0.00877954 -0.00364779 0.0112448 -0.0154626 0.000165677 0.000808052 0.000468647 0.000646169 0.00094728 0.000783486 -0.0104602 -0.0240393 -0.00218088 0.00356982 0.00102398 0.00295287 0.00199045 0.00129882 0.00196162 0.00136142 -0.00304302 -0.00107337 -0.00391342 -0.0215966 -0.00128121 -0.0265399 -0.00410365
internal_weight=507.643 15.4383 14.0063 10.8924 9.39151 4.15461 5.2369 3.09656 492.205 466.946 463.513 451.278 447.55 12.2349 4.63421 7.60071 6.48632 444.283 188.483 177.642 172.503 165.702 161.004 63.3621 58.4615 52.1561 6.7577 45.3984 4.90058 40.1183
internal_count=4633 330 312 301 259 107 152 79 4303 4172 3641 3177 3154 464 207 257 114 3099 1024 964 931 886 861 386 346 319 84 235 40 211
is_linear=0
shrinkage=0.0333403


Tree=344
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 2 1 0 1 1 1 1 0 0 0 1 0 2 0 0 1 1 1 0 1 0 2 1 1 2
split_gain=0.721374 1.35017 0.852757 1.0015 2.51057 1.68483 1.36013 2.54296 0.78244 2.99692 2.82929 2.24651 2.68189 1.57902 4.06912 5.19527 2.68063 2.04035 1.43921 1.65976 1.81431 2.98934 2.89386 2.15121 2.50589 2.87531 2.10896 2.09506 3.88381 1.98257
threshold=0.39587138110000003 0.3733870243500001 0.39614083410000006 0.42314601355000009 49.064150740050003 48.914776625700007 0.31118828780000007 0.41160444300000004 0.37227927305000003 0.36880632320000012 0.37323732825000006 0.36551300860000008 0.50035927070000008 0.5116313883000001 0.50452082270000009 0.37644082515000005 0.49688632075000011 43.084051236300006 0.51657136015000005 0.5195503128500002 0.38906020780000011 0.39019789825000006 0.38723391515000005 0.52324780695000006 0.39431454150000006 0.53146612375000013 38.324118171300007 0.39563186730000005 0.39995808510000008 36.558960102350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 4 5 6 -4 -8 9 11 -10 -5 -13 14 15 -12 -17 -16 -15 -20 22 -22 -21 -23 25 26 -25 -26 29 -29
right_child=2 -3 3 8 -6 -7 7 -9 10 -11 13 12 -14 18 17 16 -18 -19 19 20 21 23 -24 24 27 -27 -28 28 -30 -31
leaf_value=0.0057271392190516501 0.013306469741307425 -0.032548070573273642 -0.027476939194323906 0.0015166583157142808 0.011251550251926336 -0.052812263992408813 0.014995264586449139 -0.029053907820218147 -0.039845677888105217 0.015693732548339185 0.033778709807659693 0.0058109893766860911 -0.029340371332726777 0.010594173213035091 -0.041847305424736664 -0.039286569198575642 0.0068603697811629545 -0.0065908782601023057 -0.017996004696560913 -0.0031383593696608127 -0.02102292521813284 0.012760122337794022 0.021391304517969497 -0.0074423938126717531 0.01504315800446983 0.0097095433689404279 -0.035499559637302225 0.0086547978135673546 0.00063034024381140971 -0.021236639428731125
leaf_weight=1.3932601772248738 3.92787842452526 1.4087308553280307 2.6458256172481907 222.15533704869449 3.6151091381907463 0.86661586165428151 2.5484481863677502 1.6352868466638026 1.3808311372995365 11.122641362249849 2.691466271877287 2.8411780726164571 3.9337038761004806 9.7504541967064124 3.2168006356805563 1.9132471028715374 1.913705696351826 2.0379854934290051 3.9249526839703313 7.1119239181280118 5.2955167666077605 9.5089381054276583 7.5211515426635742 3.9650911651551706 6.8700584718026212 3.0021693804301313 4.1857154592871666 2.0507694296538821 160.17270824479056 9.4934570482000691
leaf_count=18 18 170 56 1344 16 6 28 146 17 50 7 14 37 44 34 37 28 22 27 39 28 46 24 28 33 27 79 13 1981 216
internal_value=0.000433325 -0.0135161 0.000511295 0.000410248 -0.00769925 -0.016601 -0.012006 -0.00222213 0.000598967 0.00171872 -0.000493682 0.00103974 -0.014599 -0.000271554 -0.010122 0.00443023 -0.0162103 -0.0281737 0.000226492 -0.000226616 9.15917e-05 -0.0005793 0.00946947 -3.59619e-05 -0.000677246 -0.0133553 -0.0218507 0.000114513 -0.000482753 -0.0159266
internal_weight=504.101 2.80199 501.299 497.371 11.3113 7.69618 6.82956 4.18374 486.06 240.053 246.007 228.93 6.77488 244.626 11.7732 6.51842 3.82695 5.25479 232.853 223.102 219.177 204.544 14.6331 199.249 189.74 11.153 8.15081 178.587 171.717 11.5442
internal_count=4633 188 4445 4427 252 236 230 174 4175 1445 2730 1395 51 2713 128 72 65 56 2585 2541 2514 2451 63 2423 2377 134 107 2243 2210 229
is_linear=0
shrinkage=0.027569


Tree=345
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 0 0 0 1 1 0 2 1 2 0 2 0 1 2 2 2 2 0 0 2 0 2 1 2
split_gain=3.56494 5.4 4.20945 3.08558 2.67989 3.08297 3.83584 2.93961 3.20867 3.19102 5.75509 3.60169 3.01309 2.79494 2.70973 3.43205 2.62319 2.58782 2.9858 2.57968 5.10682 2.57801 3.52455 2.76836 3.78312 2.54348 2.47905 2.42478 2.40041 2.27947
threshold=0.39078171310000004 0.47736594710000008 0.53146612375000013 0.54504356155000011 0.43540612555000008 0.4529056016000001 0.56065686655000013 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 40.806664626150003 0.44922307715000004 44.749265482150008 0.5641597557000001 39.571921479100006 0.54284302865000023 0.42039160505000012 41.362929270750008 41.087689990200012 46.095286511800005 47.74983977685001 0.61797550970000004 0.64803449000000013 44.578137159850009 0.51017933595000009 50.189067467950004 0.43075057630000008 43.426369480700011
decision_type=2 2 2 2 2 2 2 2 2 2 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 16 19 7 -7 -6 -9 10 11 -10 -12 29 15 -8 -4 18 -18 20 28 -16 -23 27 -25 -3 -27 -24 -5 -14
right_child=2 25 3 4 5 6 14 8 9 -11 12 -13 13 -15 21 -17 17 -19 -20 -21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00020729154809109857 -0.0010200404428508802 0.00059620739187290096 -0.00041802933535807339 -0.00033283629701374756 0.0017444202720241497 -0.0051345216964894655 0.0010788281267490626 -0.0022245682599484795 -0.00017577802142804691 0.0019375901664671021 -0.0036252490206797154 0.0032091778076353641 -0.0004098801314975907 0.0017716991034015938 0.0024461537592096881 -0.0012386373842097052 0.00076960204311696517 0.001756569779329869 -0.0015980337929820529 -0.0020493371041332194 0.0032160008750789608 -0.0034915164033644999 0.0024626395346221174 -0.0044162612119666529 0.00026236055967574022 0.00037475537007123527 -0.002359148994735103 -7.2307611910830841e-05 -0.0027479329097096468 -0.0035437053145481625
leaf_weight=96.980565112549812 31.288732880027965 253.36128279753029 15.42608033120632 13.74309006333352 11.419763455167411 1.2372773084789503 5.7853654511272934 3.7381133884191504 4.436734460294252 7.8762850239872924 2.9017256284132591 4.8779877703636885 5.9039774313569051 2.9181254655122748 3.8378591528162387 25.733952745911665 25.970634062774483 16.120672167278826 4.6404597945511332 9.6908880374394339 2.5968980789184561 1.9175947858020688 5.6295819133520144 1.7709106681868423 4.5846227658912539 5.69729135930538 4.3034367635846138 5.5278525156900287 3.906635330989956 2.4183393875136971
leaf_count=993 479 1090 78 104 35 16 27 19 24 25 68 20 38 9 13 873 108 52 26 122 6 42 21 21 73 28 59 81 44 39
internal_value=0.000173299 0.000341162 -9.44659e-05 5.43437e-05 -0.000180169 2.88108e-05 -0.000400675 0.000546372 0.000156268 0.000440307 -6.24462e-05 0.00159688 -0.00115536 -0.000517752 -0.00029377 -0.000813267 0.000554073 0.000874962 0.000410683 -0.000895787 -0.00034365 0.000409939 7.7523e-06 0.000390907 -0.00104129 0.000543125 -0.000801677 0.00120672 -0.0008674 -0.00132052
internal_weight=586.243 360.343 225.9 194.611 132.454 102.516 56.025 46.4911 35.0713 31.3332 23.4569 9.31472 14.1422 11.2404 54.7877 31.5193 62.1578 46.7318 30.6111 29.9375 20.2466 23.2684 19.4306 17.513 6.35553 263.362 10.0007 11.1574 17.6497 8.32232
internal_count=4633 2170 2463 1984 1720 1444 1167 277 242 223 198 44 154 86 1151 900 264 186 134 276 154 251 238 196 94 1177 87 102 148 77
is_linear=0
shrinkage=0.00271873


Tree=346
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 1 2 2 0 2 0 1 2 2 0 2 2 2 1 2 2 2 1 1 2 2 1 0 1 2
split_gain=0.752427 2.29357 2.48983 2.94973 2.27192 1.80495 1.44982 1.19959 3.32232 1.32488 1.13108 2.92462 1.97541 3.14955 1.91618 3.46039 2.83615 5.00915 3.00992 2.59118 3.02485 3.78387 2.26752 2.21968 1.48926 4.13351 2.46335 3.55929 2.52291 2.27073
threshold=42.154118731400011 0.57927906350000014 0.47447681205000009 0.47941678395000004 42.027798546600003 0.35027394390000005 37.345948426100009 42.477827694800006 0.49067393190000008 42.580420142950011 0.47697673720000006 0.3447651268000001 41.289992964000007 41.243661560350013 0.47976108500000009 41.16018805045001 41.600558339100012 41.835830569250014 0.36880632320000012 39.571921479100006 40.165165956550005 40.518963363600001 0.34560342505000002 0.37407562650000009 41.542492784600007 41.444941515100005 0.34545372890000009 0.48588365620000007 0.34512439750000007 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=1 4 -3 -4 10 -6 -5 8 -2 -9 11 -1 13 -13 15 19 24 23 -19 -12 -21 -22 -17 -18 25 26 27 28 -16 -28
right_child=7 2 3 6 5 -7 -8 9 -10 -11 14 12 -14 -15 16 22 17 18 -20 20 21 -23 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=0.0008515877788719511 -0.018344695657578881 -0.027044413139181205 0.026504814988644466 0.0073052393006283666 -0.0004109773284413983 0.019761805688241499 -0.027564752643287321 0.0080895713277602723 0.0023493076409971578 -0.00078323745736307699 0.013362419500032228 -0.0177075590026575 -0.03713942056870051 0.033659716091496539 -0.0076066461448478003 0.0085711041321498808 -0.010005955208647705 -0.013472423415186561 0.014417343896461503 -0.023293669075256811 0.017560783435565837 -0.011431855826490972 0.02698332259673655 -0.039798145128213613 0.012935086727438018 -0.022957928558193164 0.0012468411242381558 0.028992546786121169 0.014900784694192492 -0.014341443006851277
leaf_weight=23.421386472415183 8.6199494898319262 3.7107949154451472 1.7169030142249537 1.2073987799813042 4.4261362624820304 7.4177266638725996 1.9467397145344874 11.284938463475553 11.082350540789774 154.70879817730747 6.1603417471051243 4.3106188195524728 2.1840802449733019 0.90213221497833718 6.2578650042414683 14.46971730142832 2.783768609166148 4.4176956936717016 5.3439044412225485 4.4255100563168517 4.9356976225972158 6.5428310632705688 5.8786176443099967 3.5640786923468113 6.8163402155041686 4.3830873277038327 172.93066615227144 4.766272321343421 6.1926989108324051 6.0444527082145205
leaf_count=283 79 180 15 186 26 32 233 68 99 1778 22 160 28 3 28 49 14 21 33 24 14 39 27 35 28 32 1014 21 24 38
internal_value=0.000391534 0.0011315 -0.0116165 0.000136549 0.00148603 0.0122231 -0.0142166 -0.000872274 -0.00670452 -0.000180027 0.00105747 -0.00347636 -0.0171804 -0.00881781 0.00158292 0.00645455 0.000658455 -0.00944602 0.00179559 -0.00040297 -0.00573492 0.0010348 0.0138904 -0.0267332 0.00144334 0.0010528 0.00158922 0.0106211 0.00358817 0.000720384
internal_weight=502.853 317.157 8.58184 4.87104 308.576 11.8439 3.15414 185.696 19.7023 165.994 296.732 30.8182 7.39683 5.21275 265.914 42.4127 223.501 16.1094 9.7616 22.0644 15.904 11.4785 20.3483 6.34785 207.391 200.575 196.192 17.2168 12.4506 178.975
internal_count=4633 2609 614 434 1995 58 419 2024 178 1846 1937 474 191 163 1463 175 1288 103 54 99 77 53 76 49 1185 1157 1125 73 52 1052
is_linear=0
shrinkage=0.0249996


Tree=347
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 0 1 1 1 1 0 1 2 0 0 2 1 2 2 1 2 0 1 0 1 1 2 1 0 2
split_gain=0.671857 1.20044 1.62523 0.823684 1.30991 4.79488 1.23011 1.22385 1.31355 1.22855 1.46833 0.777531 0.630867 1.46488 1.07159 2.30067 1.16237 0.855717 1.67595 2.21278 1.20452 1.07734 2.27382 1.25367 0.891195 0.865573 1.97125 0.801465 2.22824 1.94139
threshold=31.914316944300001 0.38045268105000002 0.38772791230000009 35.119813570500007 0.34377713240000007 0.49405706415000006 0.36551300860000008 0.38334181610000007 0.38512319990000005 0.38976377950000002 0.54450465555000005 0.43643902880000007 49.247968080500009 0.39672464895000009 0.3972336157500001 49.960114208400007 0.50491003265000012 47.927946529500012 45.700098835450007 0.39150025445000008 47.74983977685001 0.61797550970000004 0.44618424600000006 0.51809826055000008 0.43967246490000006 0.31168228495000011 44.952171034750002 0.47941678395000004 0.59751205050000011 45.044778924400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 -2 -6 -7 -8 -9 -10 -11 -12 17 -14 -15 -16 -17 18 25 -20 24 22 23 -19 -21 26 -5 -27 -29 -30
right_child=3 2 -4 12 5 6 7 8 9 10 11 -13 13 14 15 16 -18 21 19 20 -22 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.030647007413285684 0.022094698216395293 0.029767945264382301 -0.030545460421891605 -0.028783514670453678 -0.045125182310588673 0.02125864757640171 -0.018456351697769678 0.030997900817950168 -0.024953766736203468 0.020652803173812361 0.0020132110442550553 -0.028686721441628371 -0.031844564877283918 0.015511747010109666 -0.031791645720518624 0.0029004949983423051 -0.028827690525294783 0.0074713033088863587 -0.023542615572643096 0.0070041817272150442 0.017794941024047731 -0.008830966288077358 0.025411214812364125 -0.0089111957240288649 -0.013305680593743785 0.00069766685072771418 0.015366418175902929 -0.032160564999364059 -0.0073003110108071428 0.033939028906176366
leaf_weight=1.3635941873071709 3.0525112524628666 0.78696244955062844 0.54253545319079421 2.0915291893761601 1.3623733753338445 3.5266773626208296 1.6242170706391323 1.3684863448142985 1.0176889598369596 2.8892695866525173 2.2917724940925841 0.79999038379173715 1.3482035771012295 2.0122773647308341 2.0047257291153064 8.5553678764263132 0.91913800686597902 12.986956074833879 4.8936836104840031 2.3742271284572762 1.9092313125729559 3.3809494469314805 4.1020882949233046 4.5283806994557372 4.48967669531703 415.23748790484387 1.1141569167375562 2.0252681825077152 4.0135142091312446 1.0313975252211092
leaf_count=81 21 3 138 191 23 14 8 4 5 13 23 89 18 6 54 194 58 51 128 37 10 28 15 37 60 2838 18 54 411 3
internal_value=0.000382582 -0.0129724 0.00515553 0.000454955 0.00609622 0.00281437 0.00764579 0.00284085 0.006975 0.00227771 0.00691122 -0.00593036 0.000243763 -0.00519783 -0.00253503 -0.00569858 -0.000177511 0.00041773 0.000143092 -0.00909825 -0.00104114 0.00524267 0.00744377 0.0032358 -0.00628049 0.00043991 -0.0134389 0.000545262 -0.00840559 0.00113079
internal_weight=499.644 2.69309 1.3295 496.951 17.933 14.8805 13.5181 9.99142 8.36721 6.99872 5.98103 3.09176 479.018 14.8397 13.4915 11.4792 9.47451 464.179 439.18 13.6668 8.77314 24.9984 21.6174 17.5153 6.8639 425.513 3.20569 422.308 7.07018 5.04491
internal_count=4633 222 141 4411 200 179 156 142 134 130 125 112 4211 330 312 306 252 3881 3750 235 107 131 103 88 97 3515 209 3306 468 414
is_linear=0
shrinkage=0.0268104


Tree=348
num_leaves=31
num_cat=0
split_feature=1 2 0 2 2 2 0 0 1 1 2 0 1 0 2 0 2 2 2 2 1 0 0 2 2 1 0 2 1 1
split_gain=5.35754 5.15813 5.30887 3.73689 2.5538 2.56276 8.04178 8.93536 4.74466 3.99231 4.29502 3.99042 3.50376 6.65518 4.92787 4.75406 4.16846 6.15667 3.84354 2.96592 5.93114 2.94176 5.58022 5.42361 6.09863 5.12787 4.09753 2.47872 2.62503 3.25098
threshold=0.4529056016000001 44.202975721700007 0.41973294215000007 44.749265482150008 43.895345911700005 42.154118731400011 0.48104847160000008 0.48389269780000005 0.44844465735000011 0.3447651268000001 42.686561923500008 0.47673722340000008 0.3584174126500001 0.49194634890000005 41.976795488650005 0.49688632075000011 41.559097512700014 41.835830569250014 41.542492784600007 42.91168285345001 0.34608245260000009 0.52507409960000018 0.50291907430000016 43.157831852650006 42.670715716450012 0.39814676205000005 0.54504356155000011 43.521589032450009 0.49284452560000008 0.45824975300000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 27 5 12 9 -8 21 -7 -11 -12 13 -4 15 -14 18 -18 -17 -13 -21 22 23 24 -9 -23 -27 28 29 -2
right_child=3 -3 4 -5 -6 6 7 8 -10 10 11 19 14 -15 -16 16 17 -19 -20 20 -22 25 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.0016724577251848321 -0.001924671679108064 -0.00038441913982520306 0.00050516260872264138 0.00018948034363915585 0.0012710484520668407 0.00055069599828400193 0.0016792832342774169 -0.00019887051632167275 0.0020167784195814845 -0.0025403208332369963 -0.0026545296876268275 0.0011821280530340574 -0.0018354909896976697 0.0021799917123244894 0.0017225412984853729 0.00021064960049763321 -0.0028986794340369205 0.00057463927704316721 0.0025171059171458497 -0.0025747627543481776 0.001352800823025864 -0.0029012460464294034 0.0012795303459146978 0.0010439698298636093 -0.0033817310506655792 0.00076650988387510263 -0.0014081606116281863 -0.0024551154965688996 -0.0023450700084783763 -5.2375564706635415e-05
leaf_weight=6.6438417895697048 5.8353285701014164 61.309589548269287 141.45332353934646 24.812096578069031 13.764964582398532 7.2896169647574416 19.993985541164875 7.5991850122809428 5.0813912227749816 9.116920882835986 3.8163138413801816 5.4522020742297155 5.995687833055853 12.774482220411299 9.8720700442790967 161.43224703054875 5.183026993647216 4.9053324498236179 3.6485692262649527 4.5968407653272152 3.2349587380886078 4.7529304847121265 13.63228036276996 6.6222668457776299 4.8831692710518837 8.7876122519373912 8.3388783261179906 4.6002193735912433 4.1904803790384895 21.284268437884748
leaf_count=344 76 660 604 258 54 36 94 31 13 83 74 21 59 53 35 871 41 30 12 36 12 86 55 24 32 32 70 143 445 249
internal_value=0.000152118 0.00022247 0.000300169 -0.000473721 0.000327922 0.000299606 9.4406e-06 0.000393504 -3.71291e-05 -0.000904005 -0.00130848 -0.000651733 0.000394739 0.000643886 0.000193598 0.000110282 0.000176882 -0.00120982 0.000261626 -7.63564e-05 -0.000952466 -0.000228221 0.000193407 -0.000581607 -0.00144402 -0.000859077 -0.000292336 -0.000931959 -0.000708169 -0.000455238
internal_weight=600.904 540.182 478.872 60.7224 472.228 458.463 113.199 79.6917 59.6977 33.5069 26.2172 17.1003 345.265 154.228 191.037 181.165 175.169 10.0884 165.081 13.284 7.8318 54.6163 32.7369 19.1046 12.4824 21.8794 17.1265 35.9103 31.3101 27.1196
internal_count=4633 3462 2802 1171 2458 2404 699 437 343 262 226 143 1705 657 1048 1013 954 71 883 69 48 330 142 87 63 188 102 913 770 325
is_linear=0
shrinkage=0.00222222


Tree=349
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 2 1 1 2 0 0 0 2 1 2 2 0 1 2 2 2 2 0 1 0 2 1 1 2 0
split_gain=4.31425 6.16739 5.12496 2.56791 2.5159 3.41164 2.4673 4.25325 6.00231 3.48663 3.29913 3.22716 3.02217 3.10339 5.37901 6.19223 3.88347 7.04617 6.82317 3.90009 4.23404 2.75346 2.53057 3.01556 4.25282 2.46232 2.43043 6.09563 3.64808 3.25088
threshold=0.39170982905000007 0.39394030120000006 0.47880302985000006 0.5116313883000001 0.47847369840000004 40.518963363600001 0.35585760905000008 0.34575312120000007 41.257948413050009 0.49194634890000005 0.48368312325000012 0.48104847160000008 36.558960102350007 0.36880632320000012 38.474425342400004 43.118479346150004 0.50730517050000012 0.37644082515000005 38.751720283100006 39.198779702000003 39.746231405950006 40.767054867700004 0.47943175355000006 0.34587287805000005 0.49820364660000011 41.319407281650008 0.39563186730000005 0.39814676205000005 37.232443001650005 0.5485614203000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 -1 -6 7 8 -4 -8 11 -10 -11 14 -14 -16 -15 -18 -19 -20 -21 -22 -9 -24 25 -25 -5 -28 -29 -30
right_child=1 3 6 26 5 -7 9 22 10 12 -12 -13 13 16 15 -17 17 18 19 20 21 -23 23 24 -26 -27 27 28 29 -31
leaf_value=-5.308889083549746e-06 -0.0027258170853925066 -0.0026182462712712805 0.0011034302147620622 0.0011266407457851922 0.00014922787397888301 -0.0032326889856438557 -0.001414552511842593 0.0025937779503343731 -0.00066296513488528865 0.0011031463044917918 -0.0012316677629967579 0.00094318558692911916 0.00074146446206796186 0.0014639383764382195 -0.0038891758819351928 0.00011713593211158071 -0.0021118557014464475 -0.0014487533857571522 0.0025258901146969753 -0.0012649796357884335 0.0021867049577313372 0.00037585088555821227 0.0019102327589101246 0.0013084967312527551 0.0020771042863077746 -0.00015809336924307383 -0.0016950645974226509 -0.0013104012154156206 0.00049483735589347314 -0.0001419458338103257
leaf_weight=116.83249000948854 4.8839722429402164 2.1399892792105666 31.575276151299477 9.7219328917562944 3.3998081088066092 3.2265321724116802 6.6451445370912543 6.2416709363460532 12.966960784047844 22.732500068843365 13.219346866011618 14.943793118000029 6.8465992882847777 13.801107250154017 4.6770685240626317 3.9488039016723633 7.1505575291812411 8.6044953837990743 6.6039170250296584 5.8582730367779758 7.1436346098780659 13.403944179415701 15.096247456967829 8.8856239430606383 9.2725164964795095 22.294121585786343 12.194218581542371 10.817257923539726 71.051241626264527 119.0361993862316
leaf_count=1104 91 52 109 50 13 31 40 24 62 83 65 50 28 51 34 30 59 43 15 29 20 69 78 37 42 87 201 390 358 1288
internal_value=0.000146082 -0.000106792 0.000305159 -4.99319e-05 -8.53992e-05 -0.00149751 0.000504479 0.000717098 0.000330889 0.000238259 -0.000262185 0.00019699 0.00034725 0.000127058 -0.000817638 -0.00205514 0.000360681 4.84435e-05 0.000419647 0.000906673 0.000501719 0.00100542 0.00117153 0.00101172 0.000676408 0.000259856 -2.52656e-05 -7.78175e-05 2.03438e-05 9.60722e-05
internal_weight=595.215 229.845 365.37 224.961 123.459 6.62634 241.912 134.496 72.7054 107.416 41.1301 27.9108 100.771 78.0384 15.4725 8.62587 62.5659 48.7648 41.6143 33.0098 26.4059 20.5476 61.7902 55.5485 40.4523 31.1797 222.821 213.099 200.905 190.087
internal_count=4633 2430 2203 2339 1148 44 1055 554 286 501 177 112 461 378 92 64 286 235 176 133 118 89 268 244 166 124 2287 2237 2036 1646
is_linear=0
shrinkage=0.00235581


Tree=350
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 1 0 2 1 2 0 1 0 2 2 1 1 0 1 2 0 2 2 2 0 2 1 2 0 0
split_gain=4.00578 5.26453 4.81648 2.67953 2.79462 3.57314 3.38183 3.13223 3.15146 4.61084 2.81936 2.6877 3.1684 2.45301 3.28771 3.03786 2.40512 5.23442 4.71631 2.3461 5.01412 3.17588 2.20189 2.6146 3.51887 2.31374 2.15033 3.36728 2.86014 2.28388
threshold=0.39170982905000007 0.47721625100000004 0.39394030120000006 0.50634711535000021 0.53634621715000008 0.39563186730000005 0.54504356155000011 43.61821939175001 0.39814676205000005 44.202975721700007 0.53146612375000013 0.43540612555000008 0.56065686655000013 42.620627117000005 40.636252116050009 0.41917906650000009 0.43837010870000009 0.57161462230000015 0.44844465735000011 47.309807198350008 0.61797550970000004 49.064150740050003 42.081757894750005 40.806664626150003 0.55131582885000008 49.960114208400007 0.3447651268000001 40.408647214050006 0.47396784530000008 0.47673722340000008
decision_type=2 2 2 2 2 2 2 2 2 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 -4 13 -7 -9 -10 -11 22 -13 14 -6 -16 17 -14 -18 -20 21 -21 23 24 -8 -24 28 -28 -1 -29
right_child=2 -3 3 -5 6 7 11 8 9 10 -12 12 16 -15 15 -17 18 -19 19 20 -22 -23 25 -25 -26 -27 27 29 -30 -31
leaf_value=-0.00017924587229055865 -0.0028729057045804207 0.00048447389025954026 0.00095975745432729008 -0.001475763040179527 0.00026526514499788072 -0.0018925726784008003 0.00036477257960631696 -0.0027351226961932402 0.002473232096348177 -0.0027565610210273646 0.00050145188000697081 0.0011730823941656476 -0.00072651985524006964 -0.00074618777145776284 0.00058049931354143929 0.0026237568689218204 -0.0019841930480992082 0.0029184208028295235 -0.00029555825533134295 0.0027729480408021732 -0.0019314625577321876 0.00034943003438627212 -0.0030113011229251732 0.00069139363436887535 -0.0021162830023466108 0.00040460692241798104 -0.0032056828350219575 -0.0010197202322539472 0.0013014752338376537 0.000440149597395409
leaf_weight=49.239657018799335 3.9854520289227358 277.91088868305087 6.9394049122929564 8.3165890777017903 22.312905941158533 14.363568220287563 6.4251757543534103 2.5562082212418309 4.1942746918648464 2.9579603695310652 3.9936523959040642 15.081276722252367 5.1019129827618581 6.5378945656120768 8.4882987439632434 10.309593595564364 8.770862893201409 4.9822822771966457 48.534352488582954 6.4111642837524432 3.4741299301385871 7.5138374790549278 4.6349074728786936 8.7939890921115857 8.4899370186030847 1.7467270530760286 3.1911702940706155 18.176645887084309 10.049193762242792 11.008349958807228
leaf_count=521 91 1230 30 554 86 180 34 89 18 112 17 58 29 33 30 29 108 20 556 17 26 76 72 36 103 26 83 278 37 54
internal_value=0.000149122 0.000311096 -0.000117028 -6.73142e-05 -1.22216e-05 -0.000665425 0.000116519 -0.00106726 -0.000202108 0.000378816 -0.000884856 -9.48202e-05 0.000104844 0.000692939 0.000921805 0.00170111 -8.51627e-05 0.00107433 -0.00024168 -9.88109e-06 0.000787007 0.00146523 -0.000757497 -0.000402515 -0.00104749 -0.00207633 -0.000214552 -0.000738804 7.17297e-05 -0.000469069
internal_weight=594.492 369.576 224.916 220.931 212.614 35.0051 177.609 28.0657 13.7021 11.1459 6.95161 129.961 99.8698 47.6487 41.1108 18.7979 84.7885 10.0842 74.7043 65.9335 17.3991 13.925 30.0907 23.7091 14.9151 6.38163 91.665 32.3762 59.2889 29.185
internal_count=4633 2203 2430 2339 1785 446 1339 416 236 147 129 1161 890 178 145 59 832 49 783 675 119 93 271 173 137 98 973 415 558 332
is_linear=0
shrinkage=0.00252939


Tree=351
num_leaves=31
num_cat=0
split_feature=1 2 0 0 2 0 2 2 0 1 0 1 2 1 0 0 0 1 0 0 2 2 1 1 2 0 0 2 0 1
split_gain=3.25652 4.25844 4.50421 4.19093 3.40427 4.07093 3.37907 4.01419 3.10501 3.88451 2.85884 6.96558 2.7066 2.52992 3.12766 3.69315 3.70331 3.4381 2.3027 4.10382 2.02253 3.54876 2.0588 2.17091 1.88932 2.58541 4.96961 2.36639 2.21475 1.87356
threshold=0.4529056016000001 44.202975721700007 0.41973294215000007 0.56065686655000013 44.749265482150008 0.5641597557000001 46.095286511800005 47.74983977685001 0.61797550970000004 0.50214065445000011 0.60861950240000018 0.48616807880000007 43.895345911700005 0.44922307715000004 0.51017933595000009 0.53146612375000013 0.53312775065000018 0.39170982905000007 0.5541600551000001 0.55788748840000013 43.521589032450009 43.477771593600004 0.45824975300000009 0.49284452560000008 48.109449608500007 0.47774018740000007 0.48149755995000004 48.96897326980001 0.37651567320000007 0.37227927305000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 -2 5 -5 -6 -8 10 -10 11 -9 29 14 24 -16 -17 -18 -19 -20 21 22 -7 -24 25 28 -27 -26 -3 -4
right_child=3 13 12 4 6 20 7 8 9 -11 -12 -13 -14 -15 15 16 17 18 19 -21 -22 -23 23 -25 27 26 -28 -29 -30 -31
leaf_value=-0.0020364857401308574 -0.0046753618636873563 0.0017560460855276113 0.00045583185852342511 0.0011104344177588952 0.0026841187268851902 -0.0032206242201868788 -0.0036071128546890344 0.0023520754820953605 -0.0046768842250694311 0.00010599238638745455 0.0027785570802729091 -0.0031759445432705713 0.0015264612341416154 0.0021487085511462203 -0.0031100568093831047 0.0019133068543192495 0.0011652912795780991 -0.0038041441327814093 0.0026790065827541048 -0.0022922808602655327 -0.0029756607221706967 0.0048782605858135493 -0.0004455620349344608 -0.002829100309543101 0.001303680443935738 0.0027110983317482013 -0.0021246476157346359 -0.00057830836720051504 -0.0022413801571232778 9.9201903659223081e-05
leaf_weight=5.9147670252714297 1.6646645199507464 1.1644405834376792 246.48428636044264 6.1326731331646434 4.0820903982967165 3.1382761406712332 2.0380784310400513 4.0649270564317721 1.6576610058546055 4.9208510341122746 4.9663535477593541 2.8185281017795205 13.550551827996967 2.6066856160759917 6.2962783342227366 3.2376055568456676 3.1546266078948966 3.595515626948325 1.5835859030485151 5.1752222562208772 4.5223705535754553 0.72637802362441917 15.996549200266601 3.3798221496399483 11.213736563920977 3.4668219983577719 2.8093849010765553 8.6357832700014097 7.7348100338131189 190.86070512700826
leaf_count=344 20 10 1263 27 13 58 42 16 15 79 28 58 54 9 203 11 15 48 10 78 140 1 231 443 38 8 40 51 139 1141
internal_value=0.000147824 0.000216978 0.000306316 -0.000447521 -0.0003271 -0.000882113 0.000439251 -8.49547e-06 0.000389493 -0.0010992 0.00121595 8.85495e-05 0.000337048 -0.000455638 -0.000572548 -0.00134574 -0.000682403 -0.0013045 -0.00205697 -0.00112751 -0.00132225 -0.00100052 -0.00119018 -0.000861323 -6.38662e-05 -0.00078165 0.000546499 0.000484898 -0.00171833 0.000300196
internal_weight=577.594 517.485 456.81 60.1092 58.4446 33.8961 24.5485 20.4664 18.4283 6.57851 11.8498 6.88346 450.896 60.6745 58.0678 23.0428 16.7466 13.509 10.3543 6.75881 27.7634 23.241 22.5146 19.3764 35.025 15.1755 6.27621 19.8495 8.89925 437.345
internal_count=4633 3462 2802 1171 1151 900 251 238 196 94 102 74 2458 660 651 365 162 151 136 88 873 733 732 674 286 197 48 89 149 2404
is_linear=0
shrinkage=0.00270225


Tree=352
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 2 2 2 2 2 1 1 1 2 2 0 1 2 2 2 2 2 2 0 2 0 1 0 0
split_gain=3.45414 4.36446 4.30416 2.63471 2.73637 2.30171 3.49672 2.69101 2.96277 2.82008 2.6434 2.70469 2.89406 3.32645 2.31954 3.64653 2.5993 3.90123 2.49497 2.30372 2.2986 3.5956 2.97404 2.64017 11.1385 3.93971 2.50392 3.52114 3.00027 3.1672
threshold=0.39078171310000004 0.53146612375000013 0.47736594710000008 44.578137159850009 0.51017933595000009 0.4529056016000001 44.749265482150008 38.238138001450004 35.374259656300005 37.232443001650005 43.521589032450009 0.49284452560000008 0.45824975300000009 0.46551001470000003 46.095286511800005 47.74983977685001 0.61797550970000004 0.50214065445000011 50.189067467950004 37.817254840650008 42.580420142950011 41.835830569250014 43.182896969600009 41.32819714970001 0.54450465555000005 40.806664626150003 0.53499895210000015 0.44922307715000004 0.53866650695000018 0.55788748840000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -4 -5 7 10 8 -3 -10 11 12 19 -14 -8 -16 18 -18 -17 -7 21 23 -22 25 -25 -9 -24 28 -28 -30
right_child=1 5 3 4 -6 6 14 20 9 -11 -12 -13 13 -15 15 16 17 -19 -20 -21 22 -23 26 24 -26 -27 27 -29 29 -31
leaf_value=-0.00018129931318268608 -0.001036138134622448 0.00071615702854597378 0.00054041232114769046 0.00038101230427496901 -0.0023188999110420458 0.00077415388651414906 0.0021930700387901786 8.3860183139256459e-05 -0.0034936290450460422 -0.00060699793137765346 -0.0029194140898345972 -0.0028039276989079514 0.0013563727754100313 -0.00083899210853801743 -0.0034869995688013222 0.0023894885385914257 -0.0044729085897840153 0.00027316631049760759 -9.6301165863133461e-05 -0.0032056178963062441 -0.0019286509254424005 0.0016220339503730363 0.001727636535639391 0.0014594080189281936 -0.0047359348552488308 0.0016114753749653769 -0.0040240218134254199 0.0022391215693236721 0.0006674447465635484 -0.0017489444306935649
leaf_weight=93.221143060363829 31.218893776182085 6.0090117724612382 256.5431930013001 6.123653292655943 4.7732018828392029 1.4243098283186615 4.1353550115600255 43.68147960677743 3.7573324050754291 6.7862492948770523 4.3135836548171929 3.7279458438279098 8.5820292104035634 11.595428093336521 1.9418276227079356 5.6609171777963656 1.6999241858720768 4.5503470739349723 5.884309321641922 3.8453270625323057 6.0582127831876269 18.997133461758494 5.6400920562446144 5.0600567981600744 3.513576440513134 16.666537344455719 1.8028083853423655 3.3342027515172949 8.9096141271293146 6.8606476364657274
leaf_count=993 479 71 1090 28 59 20 15 204 58 57 143 445 58 190 43 21 15 79 85 55 45 71 20 22 27 56 17 11 61 95
internal_value=0.000151028 -0.000108359 0.000313321 0.00048573 -0.000801643 4.06041e-05 -0.000408998 0.000228745 -0.000781906 -0.00163568 -0.000966241 -0.000677461 -0.000365938 9.47571e-05 0.000372702 -8.70053e-06 0.000370848 -0.00101765 0.00112254 -0.00212994 0.000367546 0.000592359 -0.000238647 0.000308546 -0.00107952 0.000505747 0.000147019 -0.00027938 -0.000757224 -0.000383774
internal_weight=586.318 225.657 360.661 267.44 10.8969 194.438 57.3613 137.077 16.5526 10.5436 33.4886 29.175 25.4471 20.1775 23.8727 19.7373 17.7955 6.25027 11.5452 5.26964 120.524 87.9188 32.6056 68.9217 8.57363 60.348 26.5474 20.9073 17.5731 15.7703
internal_count=4633 2463 2170 1177 87 1984 1169 815 186 115 911 768 323 248 258 243 200 94 106 75 629 380 249 309 49 260 204 184 173 156
is_linear=0
shrinkage=0.00267314


Tree=353
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 1 2 0 1 0 1 2 1 0 0 2 1 1 1 2 2 2 2 2 2 0 0 2 1 2
split_gain=0.74161 2.2158 2.44287 2.50461 1.9569 1.55178 1.40063 1.135 1.10305 5.55495 4.30387 1.57065 1.43969 1.31846 1.6797 3.38092 1.44051 1.4307 1.3901 2.7407 1.33465 4.26469 1.77734 3.99981 3.41807 1.69882 3.95628 5.77482 3.15703 1.04518
threshold=42.154118731400011 0.57927906350000014 0.47447681205000009 0.47941678395000004 42.027798546600003 0.35027394390000005 37.345948426100009 0.62376874945000005 0.3584174126500001 0.49194634890000005 0.36476452800000009 38.621016321050007 0.36510882910000009 0.56685428580000019 0.56345618395000019 38.983591653800012 0.43837010870000009 0.45107930900000009 0.4529056016000001 39.198779702000003 41.835830569250014 41.559097512700014 41.087689990200012 41.184662530950007 41.529896397300007 0.5485614203000001 0.55619592225000014 37.765550062200006 0.43967246490000006 42.477827694800006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 8 -6 7 -5 9 -1 11 -10 -12 14 20 -16 -15 -18 -19 -20 21 22 25 -24 -25 -14 27 -27 -28 -2
right_child=29 2 3 6 5 -7 -8 -9 10 -11 12 -13 13 16 15 -17 17 18 19 -21 -22 -23 23 24 -26 26 28 -29 -30 -31
leaf_value=0.0018573354963321862 -0.0068688752138104268 -0.029960051387728569 0.026781001274435858 0.025946875407721885 -6.0194709641490963e-05 0.020700579187296498 -0.030273794341307513 -0.031147345066753117 -0.011482262728712911 0.027344358781494191 0.01763596690634962 -0.039607023109350631 0.0007428114326781687 0.018137793305452499 0.0035507031449610029 -0.043147826708952078 -0.014635824973988014 0.020675504511827099 0.018567102938901521 -0.033489626589882013 0.013514577824366903 -0.026276520982965929 0.032345689503590458 -0.010995232661946373 0.024216936239860657 0.010567250487934211 -0.02182318816688042 -0.044390576827747982 0.010700417836711145 -0.00013641110625862434
leaf_weight=118.57622071844526 19.910569237545133 3.6166319388430548 1.7504127093125132 0.85124196682591013 4.478003320284186 7.3307276368141174 1.8354658474563619 0.39294002609676681 3.94572724495083 6.9921315871179095 3.795253984630107 2.5074678706005216 99.454446802847087 6.3780529163777819 2.7844836488366118 2.0997271277010441 3.0456142050679755 3.4191720522940159 1.7320970854489135 1.4219787884503601 5.4638932757079592 4.7788693346083155 4.237405400723218 6.7717423792928439 3.1042881682515144 2.2373764906078604 3.2254244126379481 4.3396471701562405 8.0705203162506205 168.32201158313546
leaf_count=831 178 180 15 44 26 32 233 142 28 46 14 28 520 39 23 27 28 10 28 21 33 38 14 53 14 28 35 46 33 1846
internal_value=0.000534328 0.00135125 -0.0126908 0.000240022 0.00173363 0.0128279 -0.0148454 0.00791527 0.00129456 0.00327655 -0.000145579 -0.0224105 0.000718088 0.000323122 -0.000503604 -0.016525 0.00789779 0.00110788 0.00840248 -0.00490207 4.86979e-05 -0.00049143 0.000446053 0.00976242 7.28497e-05 -0.000674623 -0.00856196 -0.025695 0.00141368 -0.000848547
internal_weight=506.87 318.637 8.44669 4.83006 310.19 11.8087 3.07965 1.24418 298.382 125.568 172.813 6.4532 166.36 162.565 146.568 4.88421 15.9969 9.61886 6.57325 3.15408 141.684 136.22 131.441 14.1134 9.87603 117.327 17.873 6.57702 11.2959 188.233
internal_count=4633 2609 614 434 1995 58 419 186 1937 877 1060 56 1004 990 864 50 126 87 59 49 814 781 743 81 67 662 142 74 68 2024
is_linear=0
shrinkage=0.0277871


Tree=354
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 2 2 1 1 2 0 1 1 0 0 1 1 0 0 2 2 2 1 1 2 0 0 1 2
split_gain=2.91232 3.78143 3.17688 2.64624 2.5645 2.55424 4.43523 2.70058 2.70187 5.62595 2.52918 2.19572 2.76518 3.02133 3.04701 3.57014 3.32888 5.33133 3.96803 3.42002 3.01682 3.00118 2.56724 2.4584 5.52744 2.32784 3.4496 3.04746 2.78836 2.1605
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 44.279556297950009 36.377496227400009 44.202975721700007 43.968221017800005 42.654057868200006 0.39431454150000006 0.39563186730000005 47.927946529500012 0.54504356155000011 0.43540612555000008 0.4529056016000001 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 0.56915960600000015 44.749265482150008 42.081757894750005 43.521589032450009 0.45824975300000009 0.46551001470000003 40.408647214050006 0.54284302865000023 0.5380527529500001 0.41861022125000008 46.095286511800005
decision_type=2 2 2 2 2 2 2 2 2 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 7 8 -6 -10 -5 25 21 14 -14 -16 17 18 -17 -19 22 -13 23 -15 -25 27 28 -3 -27 -22
right_child=1 11 3 10 5 -7 -8 -9 9 -11 -12 12 13 20 15 16 -18 19 -20 -21 29 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-7.4541207840088418e-05 -0.0045628955632554501 -0.0029036015939249782 0.00068547059848114006 -0.0026100160550769987 -0.0022508925029757132 -0.0035822706327883766 0.0032937616460651858 -0.0038977470296411368 0.0032897295474123523 -0.0015421709756472406 0.0007766825091481452 -0.00051877775868080568 0.0022096605068266501 -0.0028206340177272106 -0.0029367918716827839 -0.00044248588292348861 0.0024484567515713354 0.0022180124612628483 0.0039860556522365144 -0.0021385434692321823 0.0026613670922553193 -0.0030634814727369519 -0.0036698711075629767 0.001842763536114841 -0.0015924099772074447 0.00098741834459143579 0.0026248050185073615 0.00030526544231855026 -0.0017734208111589533 -2.139634021492262e-05
leaf_weight=120.37367118708789 2.4105595834553268 4.0472449772059944 210.9347168430686 5.5258858241140825 6.8340364117175474 3.6227323727216563 2.9789341427385798 3.2828761842101803 4.6111814677715284 6.6873059701174498 4.5572469942271709 22.965466166846458 11.407298818230627 5.3874427082482788 3.6637049242854109 4.2919288873672539 7.993212677538394 2.4769216291606417 4.9168143523856997 11.594224796164779 4.134472249075773 6.8046377729624501 3.9721543779596677 8.5448099067434686 13.993706170760559 19.581977002322677 11.62056002113968 19.516435321420431 5.255291733890771 19.137453249190003
leaf_count=1148 26 33 934 63 85 185 11 68 12 92 25 173 35 75 19 24 25 8 20 146 15 103 142 58 634 84 39 78 30 243
internal_value=0.000170317 -0.000129993 0.000365368 0.000604958 -0.001232 -0.000945411 -0.000553818 -0.00108903 -0.00058051 0.000429843 -0.00107934 4.52839e-05 -0.000198504 6.59942e-05 0.000699472 0.000206377 0.000574606 -6.87861e-05 0.00192204 -0.00137167 -0.000466142 -0.00110043 -0.00113834 -0.00077826 -0.000290066 0.000578519 0.00111135 -0.000245882 0.000403255 0.000455221
internal_weight=563.125 221.733 341.392 221.018 30.4276 28.0171 24.3943 21.4154 18.1325 11.2985 10.0831 191.306 131.284 101.514 46.3441 34.9368 31.2731 23.2799 9.20874 14.0711 55.17 29.7701 31.8981 27.926 22.5385 60.0215 36.4578 23.5637 24.8373 23.2719
internal_count=4633 2463 2170 1022 479 453 268 257 189 104 88 1984 1720 1444 277 242 223 198 44 154 1167 276 909 767 692 264 153 111 114 258
is_linear=0
shrinkage=0.00336544


Tree=355
num_leaves=31
num_cat=0
split_feature=0 2 0 1 1 1 0 2 2 1 1 0 2 2 2 2 2 2 2 0 0 0 1 1 1 2 1 0 0 1
split_gain=6.26578 5.40851 6.08628 4.61765 4.32618 4.03171 3.85921 3.66367 3.11644 5.33896 4.22651 3.61574 3.03546 3.69881 3.00068 4.29328 6.64693 2.9169 3.52173 3.12538 3.08584 2.91284 3.784 4.24085 3.92217 3.6365 4.57718 4.01973 6.69694 3.69163
threshold=0.5485614203000001 44.202975721700007 0.41973294215000007 0.41861022125000008 0.43540612555000008 0.4529056016000001 0.57212358910000016 44.749265482150008 47.927946529500012 0.4172030777500001 0.3584174126500001 0.47774018740000007 44.749265482150008 45.205561619650005 40.00488309970001 40.94178426300001 46.645430295100006 46.095286511800005 47.74983977685001 0.61797550970000004 0.64803449000000013 0.47880302985000006 0.3584174126500001 0.41917906650000009 0.42111014640000005 43.847983878700006 0.39078171310000004 0.53634621715000008 0.53998383280000006 0.40115565405000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 8 -2 6 -6 -7 9 10 11 12 -3 -14 -8 -16 -17 -9 -19 -20 -21 -4 -23 25 -25 26 -24 29 -29 -28
right_child=4 3 21 -5 5 7 14 17 -10 -11 -12 -13 13 -15 15 16 -18 18 19 20 -22 22 23 24 -26 -27 27 28 -30 -31
leaf_value=-0.0017539946017539742 -0.0011180043761451054 -0.0031000482929263145 6.0548619265570386e-05 -0.0029292001846848103 0.00080970178266966727 -0.00092275138114571262 -0.0025614652015225124 0.0019556421433771396 0.00035438218321106062 0.0029401050054125417 -0.0019889592370001055 0.001551434878596358 0.0014145650114069702 -0.0024755187705427562 0.002078032065932444 -0.0030106363449666526 0.00099233699863149772 -0.0028600759843115408 0.00087497047796845689 -0.0034125620904079863 -0.00010582028755633786 0.00078003128833827615 0.00038210576044473853 0.001789027111292932 0.00025935853919590955 0.001866042135483457 -0.00069671527180511443 0.0011438574159337977 -0.0012163290823041044 -0.0031646232363907751
leaf_weight=6.6126402495428911 24.078115080483258 2.3904428165406042 96.346428409218788 3.328777532093226 34.264569651335478 35.251614690292627 2.9610750181600443 3.927969720214608 24.166506104171276 1.7951128594577301 11.791029451414941 4.2164383679628372 3.1967638432979584 1.9559940285980699 3.3520938307046881 3.9281416088342649 4.3291074056178331 2.1189723620191243 11.758895632810892 1.9164046477526415 5.2105866968631744 138.60082501173019 87.850189190357924 16.378535471856594 16.918097948655486 5.7795342132449141 28.113267315551642 15.471663914620878 9.7174976579844934 3.3699405044317237
leaf_count=344 239 28 583 92 125 908 67 13 119 4 231 12 18 39 9 38 36 43 106 21 73 574 351 46 81 15 277 49 58 34
internal_value=0.000164348 0.000283404 0.000366961 -0.000388894 -0.000263223 -7.4435e-05 0.000401247 -0.000460414 -0.000218106 -0.000763957 -0.00104629 -0.000101111 -0.00102484 -6.21162e-05 -0.000559298 -4.86258e-05 -0.000911959 0.000193269 -0.0001363 0.000169304 -0.000994983 0.00040047 0.000502116 0.000292315 0.0010118 0.000132926 6.3618e-05 -0.000430083 0.000233343 -0.000960878
internal_weight=611.097 478 425.159 52.8411 133.098 109.019 48.835 60.1844 49.5123 25.3458 23.5507 11.7596 7.5432 5.15276 14.5704 11.6093 8.25725 24.9328 21.0049 18.8859 7.12699 418.546 322.2 183.599 33.2966 150.302 144.523 56.6724 25.1892 31.4832
internal_count=4633 2955 2412 543 1678 1439 275 1164 451 332 328 97 85 57 150 83 74 256 243 200 94 2068 1485 911 127 784 769 418 107 311
is_linear=0
shrinkage=0.00222816


Tree=356
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 2 0 2 2 2 1 2 2 0 2 1 1 2 2 0 2 1 1 0 2 0 1 2 0 2
split_gain=3.94781 4.89229 4.74471 2.64461 2.09328 2.81992 4.6302 3.73641 5.98425 3.98263 3.15939 2.78292 2.7149 3.25929 2.62928 5.17934 4.90179 2.59535 2.35516 2.05925 5.36621 3.4585 4.17234 3.05479 2.7843 2.01263 2.53861 2.30299 1.9348 1.75629
threshold=0.39170982905000007 0.47736594710000008 0.39394030120000006 0.5116313883000001 37.232443001650005 42.546237522150008 0.57927906350000014 41.835830569250014 41.559097512700014 40.806664626150003 0.39814676205000005 43.276780833950006 41.772405911750006 0.62143349005000015 40.890797847750008 0.42307116555000007 0.41997245590000004 49.960114208400007 42.081757894750005 0.53499895210000015 44.461493122800007 0.43593006200000012 0.43694799560000003 0.53146612375000013 43.895345911700005 0.54504356155000011 0.44922307715000004 42.654057868200006 0.63528038085000016 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 -1 -2 -4 29 6 7 8 9 -6 17 25 13 -8 -11 16 -16 -7 -9 20 -13 24 -23 -22 -21 -12 -27 -28 -15 -5
right_child=2 -3 3 4 5 10 12 18 -10 14 11 19 -14 28 15 -17 -18 -19 -20 21 23 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.00018155271980701122 -0.0029689625727954559 0.00051727775904041853 -0.0029337385671720311 -6.401915405245261e-05 3.342533932864776e-05 -0.0030468552629568102 -0.0029774466685541377 0.0024749198233493283 -0.0026747647035741499 0.0026164007419560687 0.0002328227035101887 0.003558053679822639 0.00063219974115781986 0.0016877146818504065 0.00010191400755805795 -0.001295912612410643 0.0034417427275050807 0.0010829259773657163 0.00065993262308781519 -0.00011354518298142844 -0.0028699579958502046 0.0037697210287972048 -0.00011232053034110984 0.00099355437805617383 -0.0036689190707429303 -0.0038718184584311732 0.00086541045013323488 -0.003293502438636714 -0.0028769968836839053 -0.0018735085600494388
leaf_weight=93.727527162525803 3.9658635728992513 273.35716252401471 2.2016297299414864 7.3938393919961509 62.554407365620136 4.9252917934209099 6.56874458841048 9.2104521691799182 4.6703456714749327 7.250060077756646 3.454533997923134 3.8672643601894361 4.1206956701353183 2.1510049407370393 6.3434446491301077 5.9000836052000514 5.9182757139205933 1.3510831743478773 10.848166238516567 2.8374014459550372 2.2375392816029489 2.0326761379837981 37.802723877830431 3.9307109788060188 3.342444078065455 3.4191233292222023 2.379466048907489 1.5204383111558852 0.9252322323154657 7.556787763023749
leaf_count=993 91 1210 52 258 346 127 162 27 32 21 16 8 88 32 34 31 15 18 53 15 91 4 477 15 47 35 17 47 111 160
internal_value=0.000171118 0.000338846 -0.000107886 -5.55284e-05 -2.59881e-05 4.53809e-05 0.000283939 0.000460461 0.000236813 0.000391396 -0.000367314 -0.000199139 -0.00116119 -0.0019274 0.00127258 0.000736142 0.00171392 -0.00215786 0.00149333 3.70189e-05 0.00112039 -0.000199254 8.57679e-05 -0.000407939 -0.00203651 -0.00142778 -0.00221157 -0.000756006 0.000314798 -0.000978625
internal_weight=587.764 367.085 220.68 216.714 214.512 199.562 126.461 112.695 92.6366 87.9663 73.1007 66.8243 13.7657 9.64498 25.4119 18.1618 12.2617 6.27637 20.0586 56.0508 10.0355 46.0152 39.8354 6.16825 6.17985 10.7736 7.31903 3.8999 3.07624 14.9506
internal_count=4633 2203 2430 2339 2287 1869 952 559 479 447 917 772 393 305 101 80 49 145 80 657 114 543 481 106 62 115 99 64 143 418
is_linear=0
shrinkage=0.00263956


Tree=357
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 1 2 0 2 2 0 0 2 0 0 0 2 0 0 0 0 0 2 0 2 0 0 2 1 0
split_gain=2.56179 3.18721 2.89998 2.40363 7.02902 2.71783 2.34973 5.24788 2.04652 3.30129 3.76267 1.76008 2.4951 1.67857 3.26754 3.23878 1.47497 4.54269 1.59505 1.3441 2.05593 1.11388 4.19071 2.4745 2.90655 2.90584 5.42256 2.63035 3.09832 6.00544
threshold=42.783136484500005 42.982930821650008 0.59930840395000018 42.684965421050009 0.34626208795000007 0.34584293880000011 42.620627117000005 0.49588335680000006 43.067541470150012 43.157831852650006 0.50386215985000016 0.41973294215000007 41.243661560350013 0.48001556840000009 0.48149755995000004 0.50386215985000016 43.521589032450009 0.47880302985000006 0.47697673720000006 0.62143349005000015 0.63528038085000016 0.57212358910000016 40.00488309970001 0.56579144335000009 42.154118731400011 0.48271009850000007 0.47774018740000007 42.027798546600003 0.3584174126500001 0.49194634890000005
decision_type=2 2 2 2 2 2 2 2 2 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 6 5 -5 11 -8 -3 10 -10 12 -1 -2 -15 -16 17 18 -11 -4 -21 23 -23 24 27 26 -26 28 29 -13
right_child=1 8 19 4 -6 -7 7 -9 9 16 -12 21 -14 14 15 -17 -18 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0042195612976645095 -0.0055562086769960443 0.0019204379517005943 -0.0042281126073306519 0.00046890144534487575 -0.0037079817854699161 0.004326939790928519 -0.0057915497270351135 0.0015971483926602349 -0.005799507193971017 -0.0052436619990839234 -4.9014651732902965e-05 0.00062234705965261237 0.0027238971073072844 0.0021322098373336494 -0.0065586523866478022 -0.00051000862621541627 -0.00023746188555583752 0.0017845543408909947 -0.00012726016171656494 0.0017024984874062334 -0.0042647965541518784 -0.004225377589786714 0.00066789240755582991 0.0018736696271761737 -0.00019751305378959427 9.7444638019250371e-05 -0.0059681505085995273 0.0021946600561759512 4.3729884113147846e-05 0.0039648585364312778
leaf_weight=2.7635051268152888 2.0074779344722611 7.2836992945522061 2.8573771789669982 4.0470568882301423 2.7938866745680562 8.7843264937400818 2.9358264938928178 2.898768737912178 3.3335029215086243 2.0784223489463356 3.5814513168297708 127.8863528049551 1.0969924505334345 2.4836750775575638 2.4658306166529655 2.950448353542015 109.6003910175059 16.519136471673846 1.6653497740626337 2.2097249496728186 1.4515503171132875 3.7071924870833746 9.3626885383855534 17.331822495907545 6.2819941360503453 19.010533208027482 4.0726903639733791 12.933287452906368 166.2575548728928 8.7117313258349878
leaf_count=217 32 40 163 20 26 60 28 15 55 42 29 588 47 7 20 33 1252 80 8 67 272 164 75 84 47 103 37 49 927 46
internal_value=0.000189595 -0.000238443 0.000351367 0.000393275 0.00189099 0.0031101 0.00033253 -0.00212066 -9.14705e-05 -0.000198608 -0.00282116 0.000370255 -0.00224652 -0.00237554 -0.0015673 -0.00326373 -5.89627e-05 0.000906524 -0.00296772 -0.00222589 -0.000663297 0.000397154 -0.000720054 0.000437436 0.000365316 -0.000806898 -0.00246721 0.00047432 0.000400854 0.00083552
internal_weight=561.364 153.969 407.395 400.876 15.6253 12.8314 385.251 5.8346 144.062 136.778 6.91495 379.416 3.8605 9.90743 7.89995 5.41628 129.863 20.2629 3.74377 6.51865 3.66128 375.556 13.0699 362.486 345.154 29.3652 10.3547 315.789 302.856 136.598
internal_count=4633 1598 3035 2533 106 80 2427 43 1506 1466 84 2384 264 92 60 53 1382 130 50 502 339 2120 239 1881 1797 187 84 1610 1561 634
is_linear=0
shrinkage=0.00389531


Tree=358
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 1 2 1 0 0 1 1 0 1 0 2 0 2 0 0 1 1 2 2 2 2 1 1 2
split_gain=3.25253 3.84987 3.66927 2.94969 2.81664 2.36243 2.31032 2.80253 2.76904 3.22076 3.47622 3.35816 5.64154 3.53675 3.25755 2.92951 2.33289 3.14761 2.40521 3.40887 3.32711 5.5016 3.04695 2.23543 2.34301 3.30333 2.70169 2.45149 5.00119 2.12136
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 44.279556297950009 47.927946529500012 0.54504356155000011 0.43540612555000008 42.081757894750005 0.4529056016000001 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 0.44512140355000007 0.56065686655000013 44.749265482150008 0.5641597557000001 46.095286511800005 0.61797550970000004 0.60861950240000018 0.48616807880000007 0.50214065445000011 36.377496227400009 44.202975721700007 43.968221017800005 42.654057868200006 0.39431454150000006 0.39563186730000005 39.571921479100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 23 -3 -5 29 7 -7 9 -8 -11 12 13 -12 -14 -10 17 -17 -18 20 21 -20 -21 -2 25 26 27 -25 -29 -4
right_child=2 3 5 4 -6 6 8 -9 15 10 11 -13 14 -15 -16 16 18 -19 19 22 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-7.0190567034422594e-05 -0.0045274676238920798 0.00077255086705458394 -0.00049976502006640177 -0.0027180107115271665 0.00093648287473833806 -0.00048939163758218338 0.0022572052690000436 -0.0030719466094142503 -0.005717908159397018 -0.0030411197128522448 -0.00026302262039271936 0.0024584996185094705 -0.0038965270807981953 0.0040635405584199657 -0.00035654517101557377 0.0012803292118753451 0.0029529367737133588 -0.0015234075135749324 0.0021407896672177361 -0.0052866617661843978 0.0034301171200954699 -0.0040322183412717753 -0.00045416336882490242 -0.0021770373355039577 -0.0036483089375385722 0.0029760543518292213 -0.0039750056875769504 0.0032462318295112301 -0.0014970829768721891 0.0010021039329744003
leaf_weight=123.47254075109959 2.2844847701489952 214.847336769104 14.88515757396817 5.741338621824978 4.4351513516157866 22.502234469167892 11.372738102450965 6.4042359706945708 1.2376583237200964 3.6375579684972754 4.3113525323569828 7.8870974443852893 4.5726577467285088 4.6694554779678583 9.4744068305008096 5.8841524459421661 3.8474543914198902 24.661085873609409 4.2756665535271186 2.1575209125876418 4.5783210610970855 2.8578770598396659 5.4793646614998579 6.6327280290424957 3.4031372140161684 2.7239475511014453 3.1887815408408633 4.524226248264311 6.3232432212680578 44.565719745121896
leaf_count=1148 26 934 78 63 25 173 35 103 16 19 24 25 59 20 95 27 13 873 19 21 28 62 108 85 185 11 68 12 92 186
internal_value=0.000212022 0.000418548 -0.000117614 0.000686722 -0.0011253 5.7417e-05 -0.000203015 -0.00106156 4.29348e-05 0.000667253 0.000143931 0.000518695 -0.000145693 0.00198652 -0.00150889 -0.000478572 -0.000357911 -0.000983303 0.000465618 -2.89793e-05 0.00113849 -0.000332273 -0.00181941 -0.00125675 -0.000977902 -0.000589419 -0.00105931 -0.000527421 0.000481243 0.00062607
internal_weight=566.839 348.496 218.342 225.024 10.1765 189.262 129.811 28.9065 100.904 45.9253 34.5525 30.915 23.0279 8.98081 14.0471 54.9791 53.7414 30.5452 23.1962 19.3488 11.7119 7.13354 7.63689 29.0805 26.7961 23.3929 20.669 17.4802 10.8475 59.4509
internal_count=4633 2170 2463 1022 88 1984 1720 276 1444 277 242 223 198 44 154 1167 1151 900 251 238 109 81 129 479 453 268 257 189 104 264
is_linear=0
shrinkage=0.00344448


Tree=359
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 0 2 2 0 0 2 0 0 0 2 2 1 2 2 2 1 0 0 2 2 1 1 0 1
split_gain=0.854096 2.21012 1.37725 5.00103 2.19425 1.33198 3.81133 1.15671 2.28917 3.21231 1.13165 2.16351 2.54273 1.3044 1.28355 2.5394 2.64574 2.06899 1.81973 1.52964 2.1677 2.35763 2.41895 2.57905 1.63443 1.6194 3.91489 3.73174 3.33474 3.95527
threshold=42.783136484500005 42.982930821650008 42.684965421050009 0.34626208795000007 0.34584293880000011 42.580420142950011 0.49588335680000006 43.067541470150012 43.157831852650006 0.50386215985000016 0.57927906350000014 41.772405911750006 0.62143349005000015 0.63528038085000016 0.56579144335000009 38.911218973650008 33.361153777850006 0.43837010870000009 39.476991512000005 42.243697547450004 42.546237522150008 0.34542378970000004 0.48735067810000005 0.52468488970000016 42.477827694800006 41.087689990200012 0.41917906650000009 0.36265381275000008 0.53866650695000018 0.39431454150000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -7 -3 9 -9 14 12 -12 -14 19 16 -16 -17 -19 25 21 24 -23 -24 -21 -1 27 -27 29 -29
right_child=1 7 3 -5 -6 6 -8 8 -10 -11 11 -13 13 -15 15 17 -18 18 -20 20 -22 22 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.00030153431751370988 -0.016886084454703701 0.012996900132296655 0.0041780853173976149 -0.02770163141623341 0.035370056520265085 -0.042784710304259406 0.0053628474962330802 -0.046898850680052249 -2.4148868389577186e-05 0.00052666782341103616 -0.034482020234002819 0.011174656407358161 0.019196869705330844 -0.034586955020614513 0.026064756015418012 0.028800596529951851 -0.04102918462352366 0.022383249416611666 -0.0043414252476758992 -0.045759123408072915 0.016823967357041465 -0.027620584837346075 0.021140610859679498 -0.012216736824626718 -0.0054718853524110649 0.0059570935941345073 0.020173699451432756 -0.021000336905081213 -0.042979793877303725 0.015069019304285823
leaf_weight=205.72001194860786 8.9492424560012278 6.4552388641750431 3.9391935938037914 2.5859121927060178 5.8055623769760132 2.708705137949436 4.6440309546887875 2.6598788421833879 119.04655800561886 3.3680659499950707 4.3597301227273402 3.6525233058491722 1.9256006031646395 0.62041331754880946 0.9100249595940143 6.4068971723318127 1.8649391327053306 4.2813297808170301 6.9638877678662539 2.9588091624900761 3.3243808746337882 3.4955926351249209 4.6107628569006902 5.0574204605072737 1.622489016735926 63.698276198003441 15.589022239670156 6.9368559885770065 2.8804941773414603 5.8159931376576424
leaf_count=1357 92 40 20 28 60 34 38 55 1382 29 270 92 61 236 17 24 45 16 46 39 11 30 16 44 17 343 60 71 24 36
internal_value=0.000768954 -0.00137434 0.00157751 0.0121784 0.0227611 0.00121446 -0.0123744 -0.000318925 -0.00100617 -0.0204002 0.00149775 -0.00890386 -0.0195236 0.00609081 0.00181874 0.00965982 -0.0190263 0.0141694 0.00583331 0.00132087 -0.00708146 -0.0115599 -0.00462338 0.0036914 -0.0314912 0.00190972 0.0053951 0.00249104 -0.0116314 -0.00455075
internal_weight=512.858 140.479 372.379 12.3307 9.74476 360.048 7.35274 131.53 125.075 6.02794 352.695 10.5583 6.90574 2.54601 342.137 20.4271 2.77496 17.6521 11.2452 321.71 21.0695 17.7451 13.1638 9.66818 4.5813 300.641 94.9206 79.3316 15.6333 12.7528
internal_count=4633 1598 3035 108 80 2927 72 1506 1466 84 2855 659 567 297 2196 148 62 86 62 2048 157 146 90 60 56 1891 534 474 131 107
is_linear=0
shrinkage=0.0322582


Tree=360
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 2 2 1 2 2 0 2 2 0 2 0 1 1 1 0 0 2 2 1 2 0 2 2 2
split_gain=4.41824 4.44445 4.34145 3.18179 2.93154 2.86646 2.69407 3.72911 3.35055 2.56004 6.05924 2.40549 2.37574 2.81938 2.26019 3.42317 2.16694 2.15636 4.37649 3.01966 2.47127 2.40046 1.84432 2.95801 2.82922 2.27813 1.71291 2.00545 5.37475 4.00956
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 0.54504356155000011 0.43540612555000008 0.55980359870000018 41.362929270750008 40.806664626150003 0.43075057630000008 44.202975721700007 43.968221017800005 0.55131582885000008 44.279556297950009 47.927946529500012 0.5380527529500001 43.61821939175001 0.55544744170000004 0.3975479776000001 0.39431454150000006 0.39563186730000005 0.52863686715000002 0.5132031975000001 43.219899330700009 40.636252116050009 0.41917906650000009 39.955516828000007 0.68131193680000013 44.749265482150008 42.654057868200006 42.477827694800006
decision_type=2 2 2 2 2 2 2 2 2 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 -1 14 6 16 7 8 11 10 17 -5 -4 -14 15 -3 -6 18 -2 -20 -21 -19 23 25 -25 -16 27 28 29 -7
right_child=1 3 12 4 5 26 -8 -9 -10 -11 -12 -13 13 -15 22 -17 -18 21 19 20 -22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-6.149708294565021e-05 -0.0019631573629870585 -0.0013984605373482178 0.00058587765977100785 0.00073950039407889628 -9.3494872769107795e-05 -0.00026574381286006917 -0.0019786356562592946 0.0014129643881440662 -0.0033583083551530363 -0.0027629687456978192 0.0025189827895494934 -0.0015655904948341493 -0.0018811880630358721 0.0008114282627248473 0.00077123232059404985 0.00100481810651035 0.0020308558512818634 0.00026644326622833717 0.0018403595102655798 -0.0030600772724801968 0.0012534221950033105 -0.0030270877741922515 -0.00069829408090911721 0.00041585046550661811 0.0023797580322212717 -0.001161227962476975 -0.002725281941817404 0.00046587003023900207 -0.0020317841132821051 0.0021444028489414654
leaf_weight=124.86917741573416 8.3254875279963105 8.8416075408458692 220.99948500096798 5.9511339403688961 5.4561071768403036 44.551925700041465 10.159775772597639 5.5869691446423522 3.1903818529099217 4.6266376820858559 3.3460422903299323 5.8835137486457825 5.6581355044618231 4.6134062204509974 15.574671752750875 6.8927550986409178 7.3857415318489075 1.8987152278423298 5.301679387688635 2.0215648785233502 1.5211029574275015 6.0679713189601898 4.9543652012944213 7.6687619090080288 12.787058122456072 5.3582621142268172 1.6741600255481888 26.870390828698874 10.542250795755534 5.019096382893621
leaf_count=1148 102 61 934 29 26 744 122 17 41 185 11 67 63 25 59 30 25 25 17 30 16 93 27 28 36 23 179 228 218 24
internal_value=0.000144862 -0.000133464 0.000322623 1.40279e-05 -0.000210054 -5.04451e-07 -0.000901245 -0.000370192 -0.00103325 -0.000999233 -0.000712737 -0.00040646 0.000530019 -0.000671814 0.000491489 -0.000345656 0.00112828 -0.00114293 -0.000632901 0.000619315 -0.00120801 -0.00224213 0.000775716 0.000952159 0.0016435 0.000276575 -0.000164007 -0.00011471 -0.000374227 -2.1715e-05
internal_weight=583.598 227.458 356.14 194.349 132.271 101.5 30.7718 20.612 15.025 33.1092 28.4826 11.8346 231.271 10.2715 62.0775 15.7344 12.8418 25.1365 17.1698 8.84435 3.54267 7.96669 46.3431 41.3888 20.4558 20.9329 88.6578 86.9837 60.1133 49.571
internal_count=4633 2463 2170 1984 1720 1444 276 154 137 479 294 96 1022 88 264 91 51 283 165 63 46 118 173 146 64 82 1393 1214 986 768
is_linear=0
shrinkage=0.00255639


Tree=361
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 2 1 1 0 0 0 1 1 0 2 0 1 0 1 0 2 0 0 0 2 0 2 2 1 2
split_gain=0.929702 2.42871 2.09107 2.34553 1.77341 3.58962 2.343 5.33743 2.48534 1.42581 1.65457 1.41285 2.59722 2.32621 3.89316 1.72109 1.38619 1.31603 2.44579 1.77525 3.70805 2.53496 4.82364 5.09782 2.96943 2.23769 2.27143 1.89169 5.54024 5.04582
threshold=0.39078171310000004 0.53146612375000013 36.377496227400009 36.772607578000013 44.202975721700007 43.968221017800005 0.39563186730000005 0.39431454150000006 0.5132031975000001 0.47736594710000008 0.47757552170000012 0.34512439750000007 0.34503457980000002 0.47943175355000006 41.529896397300007 0.47847369840000004 0.39170982905000007 0.52401125715000008 0.39019789825000006 0.50913146310000013 36.377496227400009 0.5218855723000001 0.51657136015000005 0.5132031975000001 41.404176814550006 0.50291907430000016 39.262923716450011 38.621016321050007 0.35585760905000008 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=9 2 -2 -4 5 6 7 16 -8 -1 -11 12 13 15 -15 -12 -5 18 19 25 -21 22 23 24 -22 27 -27 -13 -29 -30
right_child=1 -3 3 4 -6 -7 8 -9 -10 10 11 17 -14 14 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=-0.0017288183557851702 -0.038440924286736997 0.00035400576314071019 0.040694794114872007 -0.0074022892328367736 -0.031517118460401353 0.027498210083513837 0.010008419451473983 0.023581324769200118 -0.033927542761981233 0.019446403799887688 -0.0013936057199317713 0.011571046658530437 -0.025431479872448391 0.016465481024211474 -0.011801385835247679 -0.029944782513922224 -0.035344479401006844 -0.0076614932543647412 0.019264854576501126 0.016772397957793193 -0.043454616168615692 0.0098420382511070249 -0.03031648950406993 0.014502410514868114 0.0035673413790119576 -0.0050586004354329691 0.020788344181581018 0.0039283667893078144 -0.033496649031189457 0.0089729915695887091
leaf_weight=81.701211143983528 2.0539884250611093 168.87317135452759 0.88822722807526844 3.7871058881282895 2.7182340836152425 2.534529034048318 1.4713739603757847 4.3745592832565308 5.2988436864688993 5.2581200674176207 4.3188526593148771 20.604931727051735 4.1774538159370413 11.452787637710573 7.0353300943970671 3.355870621278882 2.7347923014312983 9.1842559687793237 8.8684760332107526 6.7234535291790953 2.9785564541816765 5.568167249672114 8.4496676381677371 7.5118466317653656 2.0131128542125225 3.9626494869589832 13.077399324625729 99.066415747627616 7.0810918658971769 3.8696812801063061
leaf_count=993 26 1984 3 26 185 11 24 13 121 18 19 88 24 38 32 29 70 58 29 23 33 25 56 29 17 17 62 513 49 18
internal_value=0.000672663 -0.000953043 -0.0094879 -0.00698999 -0.00883799 -0.00578633 -0.0105615 -0.00197635 -0.0243789 0.00167368 0.00285884 0.00247847 -0.00353324 -3.67155e-05 0.00570902 -0.013878 -0.0191191 0.00339522 0.00393031 0.00317858 -0.00306527 -0.00809434 -0.0128608 -0.00106456 -0.0244909 0.00458433 0.0147777 0.00325458 0.001697 -0.0184891
internal_weight=510.994 194.735 25.8617 23.8077 22.9194 20.2012 17.6667 10.8965 6.77022 316.259 234.558 229.3 30.3403 26.1628 18.4881 7.67472 6.5219 198.96 189.775 180.907 33.2448 26.5214 20.9532 12.5035 4.99167 147.662 17.04 130.622 110.017 10.9508
internal_count=4633 2463 479 453 450 265 254 109 145 2170 1177 1159 142 118 70 48 96 1017 959 930 183 160 135 79 50 747 79 668 580 67
is_linear=0
shrinkage=0.0299074


Tree=362
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 2 2 0 1 1 1 2 2 1 1 2 0 2 1 0 2 0 0 2 2 2 0 1 0 0
split_gain=5.76437 7.00189 6.38518 4.21194 3.59222 2.93076 2.87012 2.79278 3.06225 3.26186 2.58406 2.4935 5.82928 2.48071 2.85924 2.54263 2.25671 2.20536 3.07745 4.19039 2.12617 2.10583 2.08336 2.93213 2.2511 3.32323 3.03306 5.39201 3.15033 2.97004
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 44.279556297950009 0.54504356155000011 47.927946529500012 39.571921479100006 0.54284302865000023 0.41861022125000008 0.41625999220000004 0.30560462260000004 44.202975721700007 43.968221017800005 0.50634711535000021 0.43540612555000008 42.081757894750005 0.55980359870000018 40.806664626150003 0.41218825785000007 0.5485614203000001 49.960114208400007 0.5380527529500001 0.47847369840000004 40.518963363600001 41.873095646600007 41.741384785950011 0.47396784530000008 0.34269932035000011 0.47500074850000013 0.47721625100000004
decision_type=2 2 2 2 2 2 2 2 2 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 11 -3 6 -5 21 8 9 -8 -1 12 -2 14 15 17 -16 18 -6 -20 -17 -4 24 -24 25 26 27 -12 -28 -30
right_child=2 3 4 5 13 -7 7 -9 -10 -11 22 -13 -14 -15 16 20 -18 -19 19 -21 -22 -23 23 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0025948648800292982 -0.0012120342416722923 0.00067946951033845242 -0.002004228869764306 -0.0019071600670786037 0.0018177353223936387 0.00059203716494309348 0.00030675446093673004 0.0016477042328152101 -0.001130846624690507 0.0024537155539395227 0.00018333999853989706 -0.0026766994132095484 0.0023290022856590049 -0.0015040498777339117 0.0010570387430895104 -0.0029272014819410721 -5.0064592816172738e-05 0.00059802716235601633 0.00056568494220161588 -0.0024521488006670105 0.0001878247454255163 0.00011110953599679431 0.00013760265683092034 -0.0032433626867086124 -0.00030859444893697492 0.0023578406751959364 0.002463646149841001 -0.0024885594387931932 -0.0008843646339357933 0.00091305693827441236
leaf_weight=2.4701311662793151 26.409568650648001 229.3635921664536 3.7716436050832263 6.6728084385395032 2.0616283454001012 4.9748303480446339 19.595861798152335 16.233202449977398 6.410520687699317 5.505869321525096 19.792530613951389 5.2487783883698276 3.1617966778576365 8.2325304076075536 12.865888020023702 4.99912498705089 85.511796908802353 8.6736359223723394 4.2210839092731467 8.2702734749764186 1.8137750765308736 11.806282699108122 3.3437753468751898 2.9173316899687052 63.004731190390885 4.6466363072395316 5.1692734882235554 5.9716720273718229 8.0773394182324427 18.087908446788788
leaf_count=137 283 934 29 63 11 25 88 52 33 13 191 185 11 554 51 75 839 36 15 111 28 49 13 31 485 13 16 160 44 58
internal_value=0.000165447 0.000355258 -0.0001373 0.00060605 3.22936e-05 -0.000839726 0.000517529 0.000817233 0.000389424 0.000777674 -9.75661e-05 -0.00111128 -0.000833423 -0.000192564 -0.000108488 -0.000773992 9.4723e-05 -0.00038566 -0.000971941 -0.00143236 -0.0020979 -0.000401045 -5.04811e-05 -0.00143774 1.91443e-05 0.000353568 0.000190462 -0.000435958 0.000705523 0.000358184
internal_weight=609.286 374.493 234.793 241.011 199.973 11.6476 63.3234 47.7455 31.5123 25.1017 133.481 34.8201 29.5714 136.65 128.417 30.0395 98.3777 23.2266 14.553 12.4914 6.8129 15.5779 131.011 6.26111 124.75 61.7454 57.0987 25.7642 31.3345 26.1652
internal_count=4633 2170 2463 1022 1984 88 264 186 134 101 1148 479 294 1720 1166 276 890 173 137 126 103 78 1011 44 967 482 469 351 118 102
is_linear=0
shrinkage=0.00246454


Tree=363
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 1 2 0 2 1 2 1 0 0 1 0 1 2 1 2 2 1 0 0 0 2 2 1 2
split_gain=0.842597 2.7222 4.29603 3.23368 1.82951 5.8847 3.57829 2.01772 1.83166 1.39845 3.82476 2.10126 2.1135 2.85051 2.46579 3.15612 2.11095 5.35468 1.81506 2.96064 1.76751 1.68862 4.13091 2.66969 5.67931 2.34929 2.19 3.49673 1.57952 2.13893
threshold=0.5485614203000001 0.43540612555000008 0.55348642255000013 0.55980359870000018 41.489621506400006 40.806664626150003 0.40437412050000004 49.960114208400007 0.5641597557000001 44.202975721700007 0.41861022125000008 43.895345911700005 0.41917906650000009 0.53998383280000006 0.54284302865000023 0.42111014640000005 0.5380527529500001 0.40206880030000008 43.663128814500006 0.34527409360000011 40.00488309970001 47.927946529500012 0.4172030777500001 0.48149755995000004 0.47774018740000007 0.54191491270000014 44.749265482150008 45.205561619650005 0.36042334060000009 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 -3 -4 5 6 -2 -6 -8 11 21 12 13 16 -14 -16 17 18 -1 -20 -15 22 23 24 26 -25 -11 -28 29 -23
right_child=1 2 3 -5 7 -7 8 -9 -10 10 -12 -13 14 20 15 -17 -18 -19 19 -21 -22 28 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0012960717396297207 0.015469278731869977 -0.051676106457628199 0.015507235489205197 -0.00066350325209540994 -0.030392309174197378 0.020908895632212571 -0.031542221106869953 0.0047623534609381448 0.00077874461601273881 -0.035610909572365186 -0.033905795971611377 0.01245279472184435 -0.0044049683429337599 -0.002739510633203027 0.022755590885481666 0.0022514929693609391 0.011272290090862716 -0.034468204534704373 0.0077359849048827534 -0.02968659907876816 -0.02461001887891872 0.0075955241196392926 0.032915275182697067 -0.027637386412057322 0.025830498111468456 0.014074859340015729 0.013245065947829836 -0.028390093577685457 0.013675217550836187 -0.012196570690407062
leaf_weight=288.95767834025901 1.8419142663478867 1.0379580073058594 9.2256728727370483 75.457831473031547 4.5923036988824597 4.0482754036784163 5.6354550253599882 1.4212082421872763 1.4695213544182477 2.2614929405972415 2.5446553570218375 11.543905865633858 7.5739318476989892 5.2565585132688266 10.351090848445894 9.6362097188830358 13.033091709017752 2.8551400564610949 2.4910315852612248 3.2244760096073151 4.611441396176815 8.193614065647127 1.6098368279635895 6.5429138382896772 3.3742558285593987 1.0402964428067205 2.9931183662265539 2.4292589426040649 7.0436049012932918 6.5166685413569203
leaf_count=2017 6 8 38 1393 80 11 90 28 24 29 92 73 49 27 34 36 44 35 16 47 34 31 4 164 8 7 21 99 42 46
internal_value=0.000562659 -0.00149827 0.000459168 0.00109819 -0.0103255 -0.0048843 -0.0165552 -0.022084 -0.0248573 0.00109681 -0.00321211 0.00163072 0.00127172 0.000682428 0.00812294 0.0128702 0.00111591 0.000671012 0.00101148 -0.0133764 -0.0129599 -0.0013527 -0.00671056 -0.0101326 -0.0020526 -0.0219151 -0.014297 -0.00540775 0.00363506 -0.00117239
internal_weight=508.814 104.73 85.7215 84.6835 19.0087 12.9952 8.94689 6.01351 7.10498 404.084 44.5497 359.535 347.991 320.429 27.5612 19.9873 310.561 297.528 294.673 5.71551 9.868 42.0051 20.2512 18.6413 11.0581 7.58321 7.68387 5.42238 21.7539 14.7103
internal_count=4633 1678 1439 1431 239 131 120 108 114 2955 543 2412 2339 2220 119 70 2159 2115 2080 63 61 451 332 328 157 171 149 120 119 77
is_linear=0
shrinkage=0.025783


Tree=364
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 1 2 2 1 0 0 0 1 1 1 1 2 2 1 1 2 0 2 2 0 0 0 1 2 0
split_gain=4.7596 5.82369 3.78273 2.7068 3.62612 5.18033 2.54104 3.36765 3.44821 2.81759 2.53103 2.98717 2.50758 2.42862 2.23002 6.76435 2.11584 5.97065 2.00861 1.98838 1.75228 1.59455 2.05257 4.74357 1.89393 2.30395 1.56757 1.55984 4.61124 4.02902
threshold=0.39078171310000004 0.47736594710000008 0.53146612375000013 0.52324780695000006 0.39019789825000006 0.38906020780000011 37.232443001650005 35.119813570500007 0.43643902880000007 0.5485614203000001 0.5206281249000001 0.51657136015000005 0.46280051495000007 0.43584024430000007 0.39431454150000006 0.39563186730000005 41.489621506400006 40.806664626150003 0.46551001470000003 0.50634711535000021 49.960114208400007 0.52925062125000011 44.202975721700007 43.968221017800005 0.52863686715000002 0.5132031975000001 0.56065686655000013 0.34575312120000007 39.571921479100006 0.47757552170000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 14 4 5 10 7 8 -4 -8 11 27 -9 16 -2 -16 17 -11 -14 26 -18 22 23 24 25 -17 -15 28 -3 -30
right_child=2 3 6 -5 -6 -7 9 12 -10 13 -12 -13 18 19 15 21 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.00019131817624500551 -0.0019929420498237304 0.0020351368158983097 0.0011148595255605638 -0.00055567958593419537 0.0021927975922770909 -0.0019506005918473858 0.00050662960992735838 -0.0033141903672821984 -0.0026820428039380636 -0.0017151516065548947 0.0022321981009287622 -0.0010377151916866134 0.0037207186077794292 0.00092075894822593097 0.0019584545373514434 0.00041690473256594048 -0.0029584376400731446 0.0020333203985060952 -0.0025896216778092352 -0.0013050956782761486 8.9949668074714841e-05 -0.0028598628127738759 -0.0026548911566792273 0.0024987910001364765 0.0011804694003493162 -0.0029314174159081373 -2.8642975984929991e-05 0.00076665750484355142 0.0022838651232782651 4.98823377154413e-05
leaf_weight=95.375064730411395 8.844218529295178 9.2277403175830823 5.4123706817626935 13.71833768673241 8.4334486350417119 5.1480841115117064 63.848927148617804 4.6007848125882447 2.058255338226445 7.3653175905346888 5.6488655302673569 7.2439883667975655 0.64889484643936135 12.67213963717222 5.2723817285150316 1.8016807362437264 4.5961657650768748 4.1372427344322205 0.61019247490912676 6.6760308326920486 1.5796355628408489 3.2296777777373782 3.2046123896725467 2.6710291728377342 1.4768426045775411 4.4348249696195126 75.087088119238615 133.6375472843647 5.3498360440134993 85.010982818901539
leaf_count=993 114 27 42 75 23 26 271 75 212 76 21 38 1 47 18 27 75 11 63 438 28 60 162 10 13 75 645 592 14 361
internal_value=0.00016649 0.000339935 -0.00012396 0.000525249 0.000582348 0.000528295 8.32837e-06 -0.00104272 6.87632e-05 8.79533e-05 0.000580146 0.000541338 -0.00245973 -0.000150484 -0.000933437 -0.00050926 -0.000999848 -0.000366901 0.000662533 8.5181e-06 -0.00217873 -0.00128285 -0.000908042 -0.000368966 -0.00136203 -0.00196411 0.000108447 0.000590383 0.000353841 0.000182146
internal_weight=589.022 368.794 220.228 273.419 259.7 251.267 189.293 13.3305 7.47063 175.963 246.119 240.47 5.85987 112.114 30.9353 22.091 17.6784 11.5026 1.25909 94.4353 6.1758 16.8187 13.589 10.3844 7.71335 6.23651 87.7592 233.226 99.5886 90.3608
internal_count=4633 2170 2463 1177 1102 1079 1984 393 254 1591 1053 1032 139 1320 479 365 190 87 64 1130 103 347 287 125 115 102 692 994 402 375
is_linear=0
shrinkage=0.00249688


Tree=365
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 1 1 1 2 0 2 0 0 2 1 1 1 2 1 0 1 0 0 0 1 0 0 0 0 0
split_gain=0.789256 3.31974 1.72471 1.51296 1.71047 1.54914 1.39974 4.31905 2.94692 1.22425 1.91644 3.21301 2.8602 2.28312 1.61858 3.79663 1.53987 3.10604 1.48228 1.49506 1.86712 1.43743 1.48062 1.37713 1.32784 1.21125 2.52417 1.20086 1.34868 2.97782
threshold=0.39170982905000007 0.39394030120000006 0.5116313883000001 37.232443001650005 35.119813570500007 0.43643902880000007 0.39563186730000005 0.39814676205000005 49.960114208400007 0.54504356155000011 44.202975721700007 0.53312775065000018 0.53146612375000013 41.542492784600007 0.41625999220000004 0.40115565405000009 0.43584024430000007 42.081757894750005 0.42307116555000007 0.56300709560000006 0.42991227810000004 0.55980359870000018 0.55544744170000004 0.54191491270000014 0.41997245590000004 0.54284302865000023 0.53866650695000018 0.47721625100000004 0.47550971530000002 0.47396784530000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=27 -2 -3 4 5 -4 -5 8 -8 10 13 12 -12 14 15 -9 17 18 24 20 -20 22 -18 -16 -11 26 -15 28 29 -1
right_child=1 2 3 6 -6 -7 7 9 -10 16 11 -13 -14 25 23 -17 21 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0026148598455248756 -0.034459577453199511 -0.0339864262922542 0.0091426695258496754 0.014752666164052252 -0.021600145046584973 -0.033187987199644026 -0.035033880453243516 0.010233873625709586 0.024694850576423875 -0.0083811161693668704 -0.032932816554192779 -0.043003884465990336 0.023445416917930173 0.021934910999208818 0.015378651672446651 -0.030158265905083501 -0.0014092534891791406 -0.036341189546861129 -0.0080191817636336982 0.0074306145822134288 -0.041878623200733586 -0.00059315930031844123 0.021366619140664036 -0.002061957239380676 0.017425824257748378 0.026126858715967847 -0.0068996736158440982 0.002674370349017964 -0.008950787376284134 0.016255121594158775
leaf_weight=48.144256670377217 2.8431025431491426 1.4838353404775251 4.7744097821414453 6.5543327822815618 6.5889744452433661 1.0247302595525978 5.1661412687972179 4.6696810834109801 0.95513131096959103 3.3178390376269871 1.3082131657283746 2.0793844256550074 2.6710672378540039 6.9216464627534169 8.9945391565561312 4.4205775558948517 4.9610197842121107 3.2768792605493209 5.026490952819584 3.0043087378144264 2.3241002112627029 72.640270478907041 6.3511631041765213 8.6834385395050031 4.7042812034487724 6.7277035489678374 5.1796285808086395 242.64228524640203 19.296316908672452 9.8266914524137956
leaf_count=763 91 52 46 39 160 212 178 26 6 27 91 21 8 29 28 31 24 70 37 15 29 1090 21 33 18 26 22 1230 160 50
internal_value=0.000652465 -0.000961824 -0.000443693 -0.00017071 -0.0107103 0.00166268 0.000597605 2.97574e-05 -0.0257141 0.00103181 0.00497276 -0.011534 0.00491072 0.00716607 0.00130345 -0.00940876 -0.000895848 -0.00832328 -0.0033273 -0.0111362 -0.0187248 0.00101991 0.0113781 0.00681181 0.00675243 0.0155007 0.00959303 0.00159433 -0.00179732 0.000583802
internal_weight=506.562 186.653 183.81 182.326 12.3881 5.79914 169.938 163.384 6.12127 157.262 51.6559 6.05866 3.97928 45.5972 26.7682 9.09026 105.606 21.6539 18.377 10.3549 7.35059 83.9525 11.3122 17.678 8.02212 18.829 12.1013 319.91 77.2673 57.9709
internal_count=4633 2430 2339 2287 418 258 1869 1830 184 1646 315 120 99 195 118 57 1331 196 126 81 66 1135 45 61 45 77 51 2203 973 813
is_linear=0
shrinkage=0.0312387


Tree=366
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 2 2 0 0 2 2 0 2 0 0 1 1 2 1 1 1 1 1 2 0 2 1 1 2 2
split_gain=6.17117 6.74095 4.25572 3.99906 3.86358 2.62241 2.54619 4.20896 4.10367 3.59588 3.18248 3.03522 2.69692 5.11117 4.70275 3.46428 3.91548 3.29118 6.27741 4.21986 2.43545 2.97785 2.84629 4.08139 3.43084 2.84243 2.80598 6.14946 2.6612 5.53398
threshold=0.39078171310000004 0.47880302985000006 44.279556297950009 0.53146612375000013 0.54504356155000011 47.927946529500012 41.873095646600007 0.47787491390000009 0.41973294215000007 41.243661560350013 41.741384785950011 0.47774018740000007 48.109449608500007 0.45798030000000006 0.47568935060000012 0.3447651268000001 0.35799826355000003 42.720329370750001 0.34542378970000004 0.34494476210000008 0.50634711535000021 0.43540612555000008 0.4529056016000001 44.749265482150008 0.57212358910000016 43.521589032450009 0.45824975300000009 0.46551001470000003 46.645430295100006 40.94178426300001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -2 -5 -4 8 11 9 -1 -10 12 13 -8 15 -15 -17 18 -16 -19 21 -6 24 25 -23 26 -24 -28 29 -26
right_child=3 2 5 4 20 -7 7 -9 10 -11 -12 -13 -14 14 17 16 -18 19 -20 -21 -22 22 23 -25 28 -27 27 -29 -30 -31
leaf_value=-0.002266456388600888 -0.0008036981866356434 0.00059714653196409496 -0.0015617116408557191 0.00044460948169042707 -0.00070210974425961696 0.00044539013100111744 -0.0019144108738499246 -0.0026465754598908875 0.00025220485125874395 0.0018753995342721396 0.0020276568117135003 0.0016446538580512065 0.00035593060468263769 0.001766884282324598 -0.0018211007142119177 -0.0016166585440576854 0.0014909136516789135 0.0003122628641536178 0.0019094696739320417 -0.002823667483575766 -0.0012782445147381538 0.00077254270392233847 -0.0018173269663310447 0.00042726269235637121 0.00030618512812742322 -0.0023508595733396039 0.0011851310753416486 -0.0010356755098638799 0.00083159320418223789 -0.0028890418432038784
leaf_weight=4.6267854776233426 30.63718566740863 232.14332573860884 6.5804470106959325 60.532253291457891 29.322317378595471 4.9548387117683887 10.09805502835661 3.2733658552169791 58.263681402429938 1.1330244047567246 4.740378886461257 3.5644881948828688 17.15065386146307 6.7033428512513655 3.9636257104575661 4.1956944987177849 3.0332568138837814 2.7128234431147558 3.8714898526668549 5.9491648059338331 8.3242259777616692 34.430877707898617 5.6846297271549728 21.496524810791016 5.4558314569294435 4.1594621390104285 8.7977181784808653 14.075830267742274 4.774550884962081 4.1391699239611626
leaf_count=217 479 934 63 264 276 25 273 38 298 19 13 10 75 22 37 40 11 14 12 69 554 127 75 139 76 75 58 266 36 38
internal_value=0.000165155 0.000329682 0.000535762 -0.000102366 4.43045e-06 -0.000699586 -4.70979e-05 -0.000344441 0.000231876 -0.0014517 0.000385789 -0.000221393 -0.000336714 -0.000629832 -0.000203542 0.000687852 -0.000312726 -0.000956351 2.22499e-05 -0.00184153 -0.000184997 -0.000116229 5.0537e-05 -0.000278083 0.000415612 -0.000741517 -0.000507118 -0.0001815 -0.000439628 -0.0010722
internal_weight=608.789 376.958 243.679 231.831 201.193 11.5353 133.28 64.516 68.7639 5.75981 63.0041 61.2426 57.6781 40.5275 30.4294 13.9323 7.22895 16.4971 7.83512 8.66199 140.661 132.337 103.015 54.2142 48.8004 32.7176 28.5582 22.8735 14.3696 9.595
internal_count=4633 2170 1022 2463 1984 88 1148 601 547 236 311 563 553 478 205 73 51 132 49 83 1720 1166 890 613 277 474 399 324 150 114
is_linear=0
shrinkage=0.00208376


Tree=367
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 2 2 0 2 1 1 0 0 0 1 1 0 2 1 2 2 2 1 2 0 2 0 0 1
split_gain=4.88899 6.23675 4.45863 3.16273 3.10113 3.04947 2.31383 5.3166 2.18914 3.32546 2.14073 2.9984 3.37854 3.18375 3.34622 3.43243 4.59987 4.15926 3.21789 2.8942 2.75032 2.51321 4.16939 2.43984 2.41651 3.31956 2.36486 3.48065 3.53977 6.37266
threshold=0.39078171310000004 0.47736594710000008 0.53146612375000013 0.54504356155000011 44.578137159850009 0.51017933595000009 44.202975721700007 43.968221017800005 0.5380527529500001 40.408647214050006 0.43540612555000008 0.4529056016000001 0.56065686655000013 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 40.806664626150003 0.44922307715000004 43.426369480700011 41.362929270750008 41.087689990200012 0.43075057630000008 44.749265482150008 0.5641597557000001 46.095286511800005 0.61797550970000004 0.60861950240000018 0.48616807880000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -3 -6 7 -2 9 -4 21 13 -13 -12 -15 16 17 -16 -18 20 -20 22 23 -5 25 -14 -26 28 29 -28
right_child=2 4 3 10 5 -7 -8 -9 -10 -11 11 12 24 14 15 -17 18 -19 19 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=-0.00018223179360248617 -0.0010194036951497901 0.00053584109402779836 -0.0020576715575735221 -0.00020440761410231325 0.00035806542730240296 -0.002091207428519063 -0.0024553331626014038 0.0021783960042086759 0.00068934985014209183 0.00033434603722678693 0.0014489545223558419 -0.0039603609914009392 0.00081280440584087759 -0.0019936604797423031 -0.00046599263270107738 0.001609961741660263 -0.0030710289425462086 0.0026213090636465174 -0.00021450337530328552 0.0015224922328078232 -0.0030161079733411538 -0.0016819218504865445 0.002485008018095633 -0.002264460639835921 0.0018991826788359902 -0.0010900684618866765 0.0014481716379613661 -0.0012648208129604484 0.0021804242917326895 -0.0027364908759024207
leaf_weight=99.214292689692229 24.441068127751358 262.35210669785738 4.1326651945710173 13.533527564257392 6.0579011738300306 4.7194364313036203 4.3620159698184571 3.0520057342946521 46.15973034966737 11.398576723411677 11.369994856417177 1.3462477140128601 5.9260918013751533 3.7090228646993628 4.3784587755799347 7.8456564843654624 2.9237950975075355 4.7452502138912678 6.0122687220573408 3.0479444190859786 2.6278634592890739 9.6906696031801385 2.5163692831993094 3.8547967560589305 3.7847132664173868 24.829362077754922 4.5792780444026011 7.829378285445272 4.9542564228177071 3.2447935976088047
leaf_count=993 283 1090 33 104 28 59 185 11 173 58 35 16 27 19 24 25 68 20 38 9 39 122 6 44 13 873 19 129 28 62
internal_value=0.000147372 0.000308314 -0.000117439 1.2349e-05 0.000486505 -0.00071448 -0.000909652 -0.000664416 0.000439734 -0.000302139 -0.000186264 -3.0879e-05 -0.000384834 0.000397674 5.89668e-05 0.000300035 -0.000132953 0.00113972 -0.000927613 -0.000391433 -0.0010666 -0.000727855 -0.000263365 -0.000661098 -0.00029755 -0.000723415 0.000239407 -6.54196e-05 0.000669463 -0.000287289
internal_weight=598.64 372.344 226.296 194.441 273.129 10.7773 31.8551 27.4931 61.691 15.5312 132.75 103.154 56.4941 46.6603 35.2903 31.5812 23.7356 9.12371 14.6119 11.6881 8.64013 29.5954 19.9047 17.3883 55.1479 30.7555 24.3924 20.6077 12.7783 7.82407
internal_count=4633 2170 2463 1984 1177 87 479 294 264 91 1720 1444 1167 277 242 223 198 44 154 86 77 276 154 148 1151 900 251 238 109 81
is_linear=0
shrinkage=0.00228442


Tree=368
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 0 0 0 2 1 0 1 0 0 0 2 2 0 2 0 1 2 0 2 2 2 2 1 1 2
split_gain=0.872218 1.1664 1.65487 0.852044 3.23465 2.65348 2.61177 4.04122 4.01453 2.98074 3.68593 1.79622 2.74139 1.20763 3.16492 2.45555 1.8472 1.61209 1.94611 1.05136 4.03213 3.0279 3.55008 2.2845 1.63724 3.9588 3.17961 2.47877 2.40281 3.26378
threshold=31.914316944300001 0.38045268105000002 0.38772791230000009 0.37227927305000003 0.36880632320000012 0.5116313883000001 0.5116313883000001 0.50291907430000016 44.131787411600008 0.37644082515000005 0.49688632075000011 0.37644082515000005 0.51657136015000005 0.50291907430000016 0.50101793360000013 38.621016321050007 38.983591653800012 0.4560492201000001 35.771221912400001 0.48077901860000011 0.35585760905000008 41.319407281650008 0.48458129995000004 42.027798546600003 41.873095646600007 41.16018805045001 43.477771593600004 0.36166581840000006 0.3453339720000001 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 7 9 -9 -5 -11 -8 -13 14 15 17 -17 18 -2 24 21 22 -21 -23 25 -18 27 -26 29 -27
right_child=3 2 -4 6 -6 -7 11 8 -10 10 -12 12 -14 -15 -16 16 19 -19 -20 20 -22 23 -24 -25 26 28 -28 -29 -30 -31
leaf_value=-0.029996319867306338 0.0058084556975458255 0.028842960662468282 -0.029486109702583755 0.026361353173014752 0.01541816303324251 -0.023191692286812265 -0.021319886449759993 -0.037457410459736371 0.007238456230593813 -0.036554970976002639 0.0176878824344925 0.015762790183974914 -0.00012185602916799961 0.013040708354445865 -0.026100613336442993 -0.018513515303869615 -0.0035410563817455019 0.011297886488799652 -0.028990636329524488 0.0037476411404080384 -0.020165987075655811 -0.007085257073025035 0.024084788510198647 0.0045771684105321607 -0.012285778406240632 -0.0036890102813307733 0.00147998945598761 0.019857123547160974 0.020030598784887586 0.023123950423268681
leaf_weight=1.4673867619130754 3.6024008728563812 0.76407819986343362 0.58280466296127997 2.3967278748750669 11.142133522778748 3.0292961196973911 2.6150816567242137 5.0639070048928261 1.8705102661624549 1.8465603180229666 1.5802425509318707 7.6415829807519904 219.96354265860282 5.8716241605579844 2.8784582987427703 3.4485144130885592 33.832775244954973 24.141453452408314 1.567756714299321 14.182265825569631 4.8077620156109324 16.497320778667927 9.9120321385562402 37.073766760528088 26.229646621271971 11.285594259388747 35.318136080168188 1.7389214327558864 9.9940827712416631 4.2470681727863839
leaf_count=81 37 3 138 7 48 33 16 61 15 37 23 34 2396 29 20 19 254 112 82 55 33 75 54 197 313 64 321 16 45 15
internal_value=0.000558273 -0.0139157 0.00360361 0.00063913 0.00167405 0.00106066 -0.000471707 -0.0119541 -0.025401 0.00405788 -0.0115413 0.000164606 0.000411453 0.00135855 0.00107364 0.00140246 0.000409439 0.00846837 -0.00474374 0.000727576 0.00300378 0.00443807 0.012114 0.000985702 -0.000803051 0.0023073 -0.00372039 -0.0102873 0.0100586 0.00364241
internal_weight=506.593 2.81427 1.34688 503.779 260.801 249.659 242.978 12.7579 6.93442 5.82353 3.4268 230.22 227.605 246.63 240.758 237.879 208.568 29.3116 5.17016 205.119 82.4731 77.6654 24.0943 53.5711 122.646 59.3595 63.2867 27.9686 25.5267 15.5327
internal_count=4633 222 141 4411 1822 1774 2589 143 76 67 60 2446 2430 1741 1712 1692 1461 231 119 1442 414 381 109 272 1028 378 650 329 124 79
is_linear=0
shrinkage=0.0260716


Tree=369
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 0 2 2 1 0 1 0 0 2 2 1 1 2 0 2 2 0 0 0 2 1 2 2 1 0
split_gain=3.93479 4.6975 4.57887 2.78513 3.25083 2.84739 2.46253 4.27678 4.01804 2.88723 4.79612 2.75087 2.24297 2.13814 2.65193 4.3321 7.55631 3.27116 4.19823 3.83768 3.01966 4.84924 4.30979 3.42097 3.0095 2.81957 2.41104 3.19583 5.18751 2.12371
threshold=0.39170982905000007 0.39394030120000006 0.47721625100000004 0.3447651268000001 40.408647214050006 0.47396784530000008 42.720329370750001 43.968221017800005 0.34527409360000011 0.47697673720000006 0.35696536035000009 0.47604862130000009 0.5116313883000001 37.232443001650005 42.546237522150008 0.39563186730000005 0.39900002995000006 41.835830569250014 0.57299182660000014 42.388109226950007 41.600558339100012 0.57927906350000014 0.57403969940000021 0.62143349005000015 43.276780833950006 0.39670967935000007 40.806664626150003 40.890797847750008 0.42307116555000007 0.54284302865000023
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 9 -8 -9 10 11 -6 -3 -14 15 -15 -17 20 -19 -20 21 26 -22 -23 29 -26 -18 -28 -29 -16
right_child=1 12 -4 4 6 -7 7 8 -10 -11 -12 -13 13 14 24 16 17 18 19 -21 22 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-9.0642420369670379e-05 -0.0025778768724713064 -0.0025128666472325643 0.00042816147724000818 -0.0028852900645396392 -0.0028323157946710475 0.001236555852183172 -0.0028227101798594919 0.002877408062545305 -0.0011068793530016868 0.0012489152036352963 0.0015537632686670798 -6.2274068719857435e-05 -0.00085678106302955915 0.0021122112594094949 -0.0035159336914535517 -0.0027690358078688664 6.5935747655424575e-05 0.0016064942681170054 -0.0029021128795034372 0.0011706625885049148 -0.0038373946583684037 -0.002539245670944584 0.0012488195483271749 0.00055004604465212097 -0.002560828114805451 -1.8832881895599586e-05 0.002275242752443069 0.0015505479055772143 -0.0010176243927515584 -0.00093489574553588784
leaf_weight=48.964857766404748 3.9510114272125056 1.934565795585512 278.25372621230781 3.1885798294097176 4.4141977913677746 10.235716316848992 5.1987767834216339 1.7891189008951185 5.1166636981070042 6.8573199883103362 3.5779618322849274 3.2673414945602417 15.477114314329809 6.0992289558053008 2.0131567791104308 4.5150570906698695 56.284311483614147 16.510749250650409 2.364872377831488 2.4848154853098094 2.3533689007163043 5.5989242554642242 1.3865719628520308 2.824256235267967 2.3753709783777586 60.237207159632817 6.700212903320792 9.2252200469374674 7.4422622099518767 9.7827585651539248
leaf_count=521 91 52 1230 83 95 37 87 5 80 22 21 22 418 16 24 71 293 58 75 17 19 154 37 122 86 703 20 33 37 104
internal_value=0.000137714 -0.000105092 0.000281461 -0.000159309 -0.000687594 0.000138829 -0.00045572 -0.00125491 -7.46482e-05 7.82502e-05 -0.000634714 -0.00165408 -5.97782e-05 -3.75686e-05 2.64029e-05 0.000231637 0.000134178 0.00025 0.00105663 -0.000815361 6.23391e-05 0.000147861 -0.0019517 -0.00150342 -0.000315036 -0.00011527 0.000322484 0.000940415 0.000403823 -0.00137539
internal_weight=590.425 219.561 370.864 92.6105 33.41 59.2006 30.2214 12.1046 6.90578 18.1168 11.2595 7.68154 215.61 213.675 198.198 123.79 117.691 113.176 21.3604 4.84969 91.8151 88.0752 3.73994 8.42318 74.4085 62.6126 79.652 23.3677 16.6675 11.7959
internal_count=4633 2430 2203 973 415 558 332 172 85 160 138 117 2339 2287 1869 952 936 865 150 92 715 659 56 276 917 789 383 90 70 128
is_linear=0
shrinkage=0.0022885


Tree=370
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 2 0 2 1 0 0 1 2 0 1 1 0 1 2 0 1 2 1 2 0 2 2 2 1 0
split_gain=0.828774 1.27212 1.20226 1.02519 2.79184 2.22552 0.91372 0.895637 1.99441 1.17992 1.36058 3.20345 1.30749 1.82835 1.38865 1.16642 1.11982 2.66039 1.03781 4.12738 1.96878 1.34357 1.5563 1.34074 1.23257 1.97361 1.69125 3.63713 3.81689 2.34663
threshold=49.292797572200008 49.960114208400007 0.50491003265000012 0.4995808509000001 0.58035687555000015 51.757767929250001 0.3972336157500001 47.927946529500012 0.4985778869000001 0.43572048740000008 0.4413939702500001 0.33400197600000009 41.559097512700014 0.3733870243500001 0.32737043805000005 0.32168198560000011 0.61797550970000004 0.44922307715000004 44.202975721700007 0.58984760935000013 0.3584174126500001 44.908704241950012 0.4172030777500001 47.079243513300007 0.5485614203000001 43.895345911700005 42.670715716450012 43.276780833950006 0.46097422230000007 0.55484865720000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 6 3 4 5 -3 -2 8 9 12 -11 -12 14 -14 15 -1 17 -9 24 20 -20 -22 23 -23 25 -13 29 -28 -29 -26
right_child=1 2 -4 -5 -6 -7 -8 16 -10 10 11 18 13 -15 -16 -17 -18 -19 19 -21 21 22 -24 -25 26 -27 27 28 -30 -31
leaf_value=-0.0019221399238119365 -0.0052757779584662523 0.015259679744818852 -0.029804279545916777 0.019840441679362275 -0.031715623607915064 -0.029122015997027767 -0.032797273379907996 0.003541379308353158 -0.019868118537861752 0.017292369293887486 -0.026130066876480354 0.0015971091449082776 0.0076402145049015366 -0.030937664347288618 -0.029449292196372882 0.027093902279187326 -0.0086716782189368759 0.027968727849000563 0.0011645625559830925 0.015279646023156042 -0.035900894458095411 -0.031221287681099049 0.0017851317983799116 -0.007522901755719541 -0.015384504584974291 0.013577271946349563 -0.036966326187785656 0.012863958538311801 -0.030028956896929047 0.0016240534588679893
leaf_weight=5.2322496678680164 1.7356557995080941 4.656997300218789 1.0123048969544459 1.9500422552227972 1.9022694062441585 1.0641233549686147 1.9796891226433215 19.283651322126396 3.6655149420257649 3.8340296261012545 3.3788493610918513 328.46107607753947 1.3327172528952358 3.2111686042044312 1.1152892351383341 1.3326289900578556 3.6217701770365229 4.1544960290193549 7.4626126140356126 6.3324363008141509 2.2877337974496177 3.8812589165754598 3.7977770660072565 3.4633578574284911 6.9988720417022696 10.891715731471775 3.1856640484184009 4.7805755510926247 2.3834611922502518 55.790049824223388
leaf_count=102 10 29 58 7 61 98 51 102 531 23 55 1883 16 191 143 12 31 14 39 27 46 181 28 43 66 46 46 28 70 596
internal_value=0.000569054 -0.00600119 -0.00110886 0.00192542 -0.00265719 0.00700472 -0.0199404 0.000760859 0.000474589 0.000636989 0.00086912 0.000727012 -0.00785004 -0.0196228 -0.000884808 0.00396793 0.00565707 0.00787121 0.000933386 -0.00430251 -0.0102377 -0.0165735 -0.0126053 -0.0200463 0.00127896 0.00198162 -0.00198125 -0.0123519 -0.00140643 -0.000271834
internal_weight=504.18 14.3011 10.5857 9.57343 7.62339 5.72112 3.71534 489.879 462.819 459.154 446.929 443.095 12.2241 4.54389 7.68017 6.56488 27.0599 23.4381 439.717 27.2252 20.8927 13.4301 11.1424 7.34462 412.491 339.353 73.1386 10.3497 7.16404 62.7889
internal_count=4633 314 253 195 188 127 61 4319 4172 3641 3177 3154 464 207 257 114 147 116 3099 364 337 298 252 224 2735 1929 806 144 98 662
is_linear=0
shrinkage=0.0276883


Tree=371
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 1 2 2 0 0 1 1 0 1 2 0 0 2 2 0 0 0 0 1 1 0 1 0 0 0
split_gain=2.92976 2.87078 2.66614 4.2156 2.6561 2.32187 2.22827 3.86675 3.37011 3.74333 2.55029 3.79178 3.70011 4.06579 2.66414 3.03516 2.74926 2.3602 2.8295 3.54759 2.29773 2.18962 2.12046 2.34007 2.91974 2.15768 3.37102 5.03862 3.76781 3.09028
threshold=0.52324780695000006 0.47880302985000006 43.521589032450009 0.50913146310000013 0.38045268105000002 0.3465914194000001 38.238138001450004 37.995872310650007 0.52863686715000002 0.5296248615500001 0.38976377950000002 0.39995808510000008 0.5485614203000001 0.42111014640000005 44.279556297950009 0.53312775065000018 0.53146612375000013 41.542492784600007 40.00488309970001 0.54353163080000011 0.54191491270000014 0.47905751325000007 0.52252926560000013 0.38906020780000011 0.39019789825000006 0.5195503128500002 0.37227927305000003 0.50291907430000016 0.50035927070000008 0.50386215985000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -2 -4 7 8 -6 -10 -8 -12 14 -14 17 16 -16 18 19 -13 -11 -3 23 25 -25 26 27 28 -23 -28
right_child=4 2 3 -5 6 -7 10 -9 9 20 11 12 13 -15 15 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 29 -29 -30 -31
leaf_value=-4.4113409450913817e-05 -0.0027904868759813608 0.0024333355455295855 -0.0014361537428337937 -0.0037177783646960374 -0.0028504478466296027 0.00095705053507697316 0.0019167056498075562 -0.0039949162191054962 0.003358221729210715 -0.0024199886218064467 -0.0011342245336892422 0.00011750219086412281 -0.003592624312590787 -9.8662558105106507e-05 -0.0030677796539353044 -0.0039190214432472531 0.0020583436108345551 0.00168443056621191 -0.00054836160191190414 0.0028276186913183919 5.3896352328911882e-05 0.00057742979789534351 0.0020125147140106089 -0.0027825034602319693 0.00042471820303422852 0.0020808574196295223 0.001651482633071357 0.0021778451529897462 -0.0017029556913276281 -0.0012024013172655633
leaf_weight=121.41314975707792 3.0870402660220853 5.4006911665201178 5.4237766638398197 2.9770814822986713 4.2230815775692525 9.2373313819989544 5.8931862600147715 2.9173948819516218 2.4575842320919064 3.9566496722400215 22.713138897903264 9.9973192065954262 2.8881467641331247 100.47669441532344 1.3082498661242414 2.1010532639920712 2.7065105438232422 21.019050635397434 13.888435319066046 6.8691197857260695 15.813151630805804 124.89682686701417 8.1049485728144628 4.0255561694502813 5.8988734856247902 7.6503789126873007 4.0142550766468075 16.29030154645443 6.4217053651809684 15.736420124769209
leaf_count=1155 27 15 25 60 40 69 24 47 7 37 326 41 50 1138 79 21 8 80 58 16 437 567 25 22 40 23 14 60 34 88
internal_value=0.000142641 0.000313113 0.000513836 -0.000567911 -0.000116147 7.1701e-05 -7.8489e-05 -0.000822739 -0.000472859 -2.11299e-05 3.66322e-05 -2.35937e-05 0.000132842 -0.000196288 0.000720519 -0.00109169 0.000387945 0.000934586 0.000422114 0.00122124 -0.000441217 0.000609986 0.000558974 0.000495271 -0.000876198 0.000573044 0.000504118 0.000654846 0.000465915 -0.000622359
internal_weight=559.807 337.491 216.078 17.6382 222.316 14.6611 219.229 29.3679 26.4505 22.2274 189.861 183.968 161.255 103.365 57.8897 6.11581 4.01476 51.7739 30.7549 16.8664 19.7698 198.44 193.039 184.934 9.92443 175.01 167.36 147.609 131.319 19.7507
internal_count=4633 2197 1042 154 2436 94 2409 568 521 481 1841 1817 1491 1188 303 108 87 195 115 57 474 888 873 848 62 786 763 661 601 102
is_linear=0
shrinkage=0.00290337


Tree=372
num_leaves=31
num_cat=0
split_feature=2 1 1 2 2 1 1 2 1 0 0 2 2 0 0 1 1 2 1 2 2 1 1 0 0 0 0 2 2 0
split_gain=0.788365 1.03943 1.50183 0.740667 1.09385 1.09618 0.889245 1.9889 0.985882 2.58857 0.885492 0.725753 2.32805 1.43406 1.91216 1.99916 1.14345 2.38396 2.16342 1.59315 2.07372 1.55654 1.85431 1.40112 1.31345 1.1352 1.35305 1.26244 2.86426 0.88763
threshold=31.914316944300001 0.38045268105000002 0.38772791230000009 49.292797572200008 49.960114208400007 0.50491003265000012 0.48522499325000007 50.427417695700008 0.48616807880000007 0.61400856260000014 0.3972336157500001 47.74983977685001 45.700098835450007 0.58984760935000013 0.60263165775000016 0.49585341755000006 0.46551001470000003 44.749265482150008 0.46280051495000007 42.527280425250005 42.498713093000006 0.45932756505000005 0.46097422230000007 0.56685428580000019 0.56748300950000019 0.62143349005000015 0.63528038085000016 41.772405911750006 41.835830569250014 0.61797550970000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 6 7 -6 -8 -10 -5 12 16 -14 -15 -16 18 19 21 20 23 -2 -23 -18 -25 27 -27 -26 -29 -13
right_child=3 2 -4 4 5 -7 8 -9 9 -11 -12 29 13 14 15 -17 17 -19 -20 -21 -22 22 -24 24 25 26 -28 28 -30 -31
leaf_value=-0.038456305062943646 0.0012877543850592814 0.036968249488041859 -0.037849326375613022 -0.0057542377755333734 0.011486566050799158 -0.036112844716734205 0.02829032280143004 -0.03727171595427297 -0.036432112550364958 0.025030835467291256 -0.03938812633657731 0.0083062083329533722 -0.024712605833030126 0.027483907349444364 -0.047508338516964926 0.012349052743312904 -0.050454375289417562 0.024027830954349835 0.026648201314443641 -0.037453604443738797 0.049162446465832753 0.013677453204545404 -0.037805873525549802 0.032607395732478645 -0.036628189520006064 0.019670147348822976 -0.037274531218145092 0.048745759932870197 -0.039795014777920232 -0.0095546884361357547
leaf_weight=1.3465274916961782 423.60813909827266 0.70050705969333626 0.54171552625484765 1.7332547307014459 2.1408926546573608 0.93762618117034513 2.2162224650382996 1.7160826640902085 1.3532806048169734 1.8423465788364408 1.8346383047755805 25.760205825790766 6.5669561093673092 1.7523602396249769 1.3031502366065981 1.2396519882604478 0.96813657507300011 2.1889208657667032 3.8074065688997498 2.6334442055085665 0.6761481352150448 1.1845303061418229 2.4320194497704506 0.83381923288106907 2.7480555280344561 1.9328420390374961 0.62992758027394291 0.76376803778111912 0.91363062011078 3.6123389881104222
leaf_count=81 2994 3 138 10 13 58 8 119 49 6 51 132 168 7 12 32 9 9 15 146 2 12 80 4 166 51 177 4 46 31
internal_value=0.000653301 -0.0179197 0.00434137 0.000749592 -0.00696632 -0.00134424 0.00217292 -0.0102074 0.0109963 -0.000997425 -0.023049 0.000968478 0.000637453 -0.014797 0.000363137 -0.018327 0.00101392 -0.00837716 0.00132524 -0.0142394 -0.00778145 0.00109956 -0.0209435 -0.0121616 -0.00742211 -0.0121983 0.00567317 -0.0225477 0.000520156 0.00610961
internal_weight=501.919 2.58875 1.24222 499.33 13.7743 10.2065 9.26882 3.85698 5.41185 3.19563 3.56789 485.555 456.183 10.8621 4.29516 2.5428 445.321 14.2887 431.032 12.0998 9.46633 427.225 3.61655 8.79018 7.82204 6.98822 2.56277 4.42545 1.6774 29.3725
internal_count=4633 222 141 4411 314 253 195 132 63 55 61 4097 3934 219 51 44 3715 614 3101 605 459 3086 92 457 448 444 228 216 50 163
is_linear=0
shrinkage=0.0337431


Tree=373
num_leaves=31
num_cat=0
split_feature=2 1 1 2 1 0 1 1 0 2 0 1 2 1 1 1 2 2 0 1 1 1 2 1 0 2 2 2 0 2
split_gain=0.700756 0.928327 1.34671 0.692427 1.48414 4.62947 1.15381 0.972435 1.96167 0.745657 3.32091 2.2684 1.97831 1.49658 1.13547 1.68279 1.12357 0.896223 2.18648 1.47147 1.10601 3.21847 0.768886 3.23782 2.14685 1.49615 1.14182 2.64337 6.71543 1.02325
threshold=31.914316944300001 0.38045268105000002 0.38772791230000009 35.119813570500007 0.34377713240000007 0.49405706415000006 0.36551300860000008 0.38906020780000011 0.54450465555000005 37.041406607950009 0.5296248615500001 0.46187239905000005 36.859113051050009 0.36476452800000009 0.32168198560000011 0.36042334060000009 36.257608591500009 37.765550062200006 0.52324780695000006 0.40272746325000003 0.42307116555000007 0.4529056016000001 38.238138001450004 0.37407562650000009 0.5218855723000001 37.995872310650007 38.474425342400004 38.751720283100006 0.54450465555000005 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 -1 -3 4 -2 -6 -7 -8 -9 10 12 -12 13 14 -5 -16 -15 18 -11 -20 -21 -22 23 -19 -25 -26 -24 28 -28 -29
right_child=3 2 -4 9 5 6 7 8 -10 17 11 -13 -14 16 15 -17 -18 22 19 20 21 -23 26 24 25 -27 27 29 -30 -31
leaf_value=-0.031471102222975132 0.023023693155698188 0.030327731022353491 -0.031085249726971107 0.011512193100990109 -0.046552228919254729 0.021428538137539834 -0.0095679561877417933 0.02334675163959966 -0.007241975418538279 0.017111930317639398 -0.036651626014965813 0.01470157662990596 -0.019331039796552856 0.002360086993490045 -0.0033021071388210279 -0.051989416338924344 0.018954191816615187 0.0094141599295751912 -0.026203241783010384 0.019613151576068463 -0.038460537600184044 0.015621478431996782 0.010500660238556111 -0.051756331408411599 0.0054340938310891975 -0.025326248420355 -0.039322531374973192 0.0056009166657417587 0.019198109502100533 0.00025179119047801857
leaf_weight=1.231814949656836 3.2507347064092782 0.63933652639389016 0.49388973976601847 1.0224874243140321 1.3793161595240224 3.3374589979648581 3.4406329318881017 3.4329665414988995 3.1255486928857863 8.2086743097752315 3.4620996947633094 0.83267282950691868 3.3675186289474359 9.4070693645626289 1.3065772964619102 0.96173574030399311 4.8132159058004609 5.2970569506287557 1.7525361720472563 2.0260807536542416 1.440969347022474 2.1249441669206135 8.8551137907197681 1.3279583808034656 2.2015523440204561 2.8073292263434269 4.0636420417577019 30.112969647336286 2.4544041017070413 380.84046540653799
leaf_count=81 21 3 138 19 23 14 16 14 112 44 68 59 27 45 41 6 18 33 16 7 26 36 53 13 28 48 30 171 23 3400
internal_value=0.000485107 -0.0146846 0.00356234 0.000557344 0.00594124 0.00216774 0.00720652 0.00245957 0.00876928 0.00035527 -0.00432437 -0.0266952 0.000277366 0.00404822 -0.012928 -0.0239449 0.00797678 0.000615024 0.00720471 -0.00386818 0.00313165 -0.00623282 0.000381006 -0.00670442 -0.0201782 -0.0118062 0.000574358 0.000363809 -0.0172863 0.000643753
internal_weight=499.019 2.36504 1.13323 496.654 17.9667 14.7159 13.3366 9.99915 6.55852 478.687 25.1734 4.29477 20.8786 17.5111 3.2908 2.26831 14.2203 453.514 15.5532 7.34453 5.59199 3.56591 437.96 11.6339 6.33684 5.00888 426.327 417.471 6.51805 410.953
internal_count=4633 222 141 4411 200 179 156 142 126 4211 283 127 156 129 66 47 63 3928 129 85 69 62 3799 122 89 76 3677 3624 53 3571
is_linear=0
shrinkage=0.0279347


Tree=374
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 1 0 2 0 2 0 0 2 0 1 0 2 2 0 2 1 2 0 0 1 0 1 2 1 0
split_gain=2.79162 4.4247 3.0525 2.38425 2.8075 3.79517 8.69878 3.51779 3.54634 3.49036 4.93093 3.66195 3.3122 3.30402 3.1134 3.05196 2.67123 2.58814 2.90246 2.37314 4.92993 2.21224 2.57083 2.12364 6.66998 2.0256 3.4944 1.97233 2.20249 1.89032
threshold=0.39170982905000007 0.39394030120000006 0.47880302985000006 37.232443001650005 42.546237522150008 0.39563186730000005 0.53499895210000015 41.835830569250014 0.57299182660000014 41.600558339100012 0.57927906350000014 0.57403969940000021 42.388109226950007 0.62143349005000015 0.39670967935000007 0.5132031975000001 43.276780833950006 40.806664626150003 0.54191491270000014 40.890797847750008 0.42307116555000007 40.371455563000005 0.54450465555000005 0.55131582885000008 0.4373072662500001 0.47961138885000004 0.34587287805000005 35.119813570500007 0.43643902880000007 0.47938684470000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 5 -5 15 9 -9 10 17 -11 -10 -12 -6 -7 -16 18 -8 -19 -21 22 -20 -24 -25 26 29 28 -3 -4
right_child=1 3 25 4 14 6 7 8 12 11 13 -13 -14 -15 16 -17 -18 19 21 20 -22 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.4393669612908829e-05 -0.0031319895839813324 0.00073514282183439951 -0.00086889975718346547 0.0024766434853725565 -0.0033123155794625987 0.0011808386834869645 0.0012714790004039376 0.0020419198335940268 -0.0034779635095120959 -0.0045948986745695825 -0.0030898155426520423 0.0011966294311682789 0.0014406166024115805 0.00067692314202124617 -0.0015665171264890132 -0.0034133843235352895 -4.0078726785135063e-05 0.0026823272782887358 -0.0018560789548103061 0.0020797191293920546 -0.00098269995383707168 -0.0019129975814675729 0.0015669751621770881 -0.0026288172650305538 0.00082898125099637203 0.00042405823810684056 0.002928869164822477 -0.0020491536458535934 -0.0029700701808757241 0.0014538430078569449
leaf_weight=122.52485721907578 3.6638330665882668 5.8417808376252642 4.9295070469379443 5.9242863804101935 2.7489245235919944 1.3564139492809761 13.436167657375334 16.053190790116791 1.9654671666212369 2.3534298166632648 5.3133758595213276 1.3288425519131122 2.3248291164636612 2.7486311900429428 10.609431616263462 6.5882524624466896 55.952267428860068 6.5912706181407001 4.8445451483130446 9.0958715528249758 7.4292504601180545 5.2578023709356776 7.9699870347976711 5.9687098860740688 15.900453092530368 213.6099831033498 7.0566667020320883 8.0514564113691431 1.5870746855507603 6.0964667573571205
leaf_count=1148 91 48 24 16 91 15 42 55 75 19 154 37 17 122 124 96 737 20 22 31 37 32 27 68 80 984 27 162 212 20
internal_value=0.000160387 -9.36595e-05 0.00031165 -3.99447e-05 4.50541e-05 0.000298955 0.00018824 0.000394371 0.00143991 0.000153321 0.000269081 -0.00250488 -0.000812679 -0.0018056 -0.000403512 -0.002629 -0.000283381 0.000487739 0.000150121 0.00126733 0.000702938 -0.0002271 2.847e-05 0.000334437 -0.000114749 0.000499935 0.00139626 -0.00109286 -5.64259e-05 0.000415388
internal_weight=565.123 210.906 354.217 207.242 191.761 122.451 116.526 108.582 20.3435 88.2383 84.5561 3.68227 4.2903 8.06201 69.3106 7.94467 66.5617 76.4941 53.3777 23.1164 16.5251 39.9415 34.6837 29.8392 21.8692 231.693 18.0826 15.4803 7.42886 11.026
internal_count=4633 2430 2203 2339 1917 965 949 838 147 691 635 56 92 276 952 111 861 359 271 88 68 229 197 175 148 1055 71 422 260 44
is_linear=0
shrinkage=0.00278911


Tree=375
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 0 2 2 0 0 2 1 0 1 0 2 2 2 1 2 2 0 2 2 0 2 2 0 0 2
split_gain=3.09649 3.74685 2.80433 4.46646 2.43387 3.70205 2.65263 4.68698 2.29814 4.03323 2.97663 3.39189 3.16248 1.90247 2.5468 2.44137 3.18238 1.94627 3.63578 1.9019 2.50254 2.19584 2.15714 2.02348 1.77073 3.40464 5.27776 2.75926 2.51403 3.23481
threshold=0.4529056016000001 0.56065686655000013 44.202975721700007 0.41973294215000007 44.749265482150008 0.5641597557000001 46.095286511800005 47.74983977685001 0.61797550970000004 0.64803449000000013 49.064150740050003 0.48616807880000007 0.61400856260000014 0.49284452560000008 0.58249753000000004 39.198779702000003 38.911218973650008 40.722669576350008 0.49146732130000009 50.427417695700008 47.927946529500012 0.58984760935000013 45.458122212500008 48.96897326980001 0.57212358910000016 40.94178426300001 40.00488309970001 0.56748300950000019 0.56065686655000013 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=2 -2 3 -1 5 -3 -6 -8 10 -10 -9 -12 -13 14 15 16 -7 18 -16 20 21 22 -4 -22 27 26 -26 28 -5 -30
right_child=1 4 19 24 6 13 7 8 9 -11 11 12 -14 -15 17 -17 -18 -19 -20 -21 23 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.0018356353806804684 -0.0042291259628096821 0.0010018672509602311 -0.00034281286810435463 0.00031891209297695147 0.0021608985229696386 -0.0028094403958089697 -0.0033695867760172625 0.0026061377244843476 -0.0038655370326617206 0.00038601099719091269 0.0017834894165733508 -0.0028942073244591746 0.0017763573772337409 -0.0025900116536128337 -0.0027465940480443482 -0.0028887987024611098 0.0022372297617301901 0.00053422304540414118 0.0028897074868946752 -0.0027487816850450876 0.00087808369486463273 0.0019667965907791017 -0.0017872321402733801 -0.00045078767392523015 -0.0027351288696911905 -0.003079927494260567 0.0022953033511755186 0.001451973569836113 -0.0027527218128837122 0.00012575067715203512
leaf_weight=6.170205214759334 1.5452476311475027 6.10599311441183 15.996487549971794 415.73578678909689 3.95100752077997 1.4635750153102036 2.3743933308869627 4.4904581904411343 1.9382257945835579 4.8994943620637059 3.7970910519361478 2.9429606525227427 1.3013664297759531 4.7162081417627624 3.304443110479041 5.5089903101325035 1.6596474722027776 8.7042223103344423 0.90812085382640351 1.9167471681721497 16.22964678704739 1.7420712262392033 10.766999584622679 12.723479071632026 2.1465487396344525 2.7993953973054886 3.2844751477241516 13.074751596897839 3.80793798714876 6.7154690474271774
leaf_count=344 20 27 200 2225 13 55 42 12 21 73 16 66 8 512 126 104 7 63 6 105 70 5 190 90 75 36 9 50 35 28
internal_value=0.000143268 -0.000394935 0.000205795 0.000272514 -0.000292901 -0.000747967 0.000280403 -6.12938e-05 0.000344248 -0.000819136 0.000979022 7.04136e-05 -0.00146215 -0.00115476 -0.00084064 -0.0018898 -0.000127693 -0.00013949 -0.00153155 -0.000304064 -0.000222512 -0.000747245 -0.000923905 0.00029411 0.000301578 -0.000844933 0.000307084 0.000323056 0.000288429 -0.000915836
internal_weight=572.721 59.6114 513.11 453.735 58.0662 32.3712 25.695 21.744 19.3696 6.83772 12.5319 8.04142 4.24433 26.2652 21.549 8.63221 3.12322 12.9168 4.21256 59.3754 57.4587 28.5056 26.7635 28.9531 447.564 8.23042 5.43102 439.334 426.259 10.5234
internal_count=4633 1171 3462 2802 1151 900 251 238 196 94 102 90 74 873 361 166 62 195 132 660 555 395 390 160 2458 120 84 2338 2288 63
is_linear=0
shrinkage=0.00249484


Tree=376
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 2 1 1 1 2 2 0 1 0 0 2 2 0 0 0 0 1 2 1 0 0 0 2 2
split_gain=0.764987 1.35056 0.743723 3.13446 1.55039 1.22636 1.40771 1.35911 1.283 4.12667 2.6106 1.2018 2.52906 1.81273 1.01538 1.78257 1.4281 2.45276 2.88578 2.53969 1.64671 1.63762 1.2691 2.93176 1.30113 1.50365 1.24784 1.28567 1.05602 3.64557
threshold=0.39587138110000003 0.3733870243500001 0.39170982905000007 0.39394030120000006 0.5116313883000001 37.232443001650005 35.119813570500007 0.43643902880000007 0.39563186730000005 0.39814676205000005 49.960114208400007 36.377496227400009 0.53017873715000008 0.45525583065000008 0.54504356155000011 0.54353163080000011 41.972095654800007 44.202975721700007 0.53312775065000018 0.53146612375000013 0.54088200950000009 0.53634621715000008 0.43584024430000007 42.081757894750005 0.43075057630000008 0.55348642255000013 0.55980359870000018 0.55544744170000004 40.574766824850009 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 -1 -2 -4 -5 6 7 -6 -7 10 -10 -8 -13 -14 15 16 20 -18 19 -19 21 -11 23 24 25 -16 27 -24 29 -28
right_child=2 -3 3 4 5 8 11 -9 9 14 -12 12 13 -15 22 -17 17 18 -20 -21 -22 -23 26 -25 -26 -27 28 -29 -30 -31
leaf_value=0.0052013624523393372 0.0013206127941993832 -0.030874350616133684 -0.028715561964970594 -0.028293111582524531 0.0068639980551677554 0.011775795164948422 -0.031073060652034752 -0.027710669060060051 -0.029194978835947162 -0.012235268905239386 0.018256404390264564 0.029521764724787646 -0.033475546693201214 0.012059290334180919 0.0067845204285262618 0.013204421735823065 0.01202136536432701 -0.027437680119844411 -0.035128175334667805 0.019001247682952603 -0.018418922081625894 0.0057817983657599305 -0.0009996354250113458 -0.030162974416095268 -0.015599614872188831 -0.011857637498131032 0.0016869085853672033 0.016877848284602027 0.0012118186413226293 -0.025645032746245779
leaf_weight=1.4022942446172231 314.6603102349909 1.4380563369486479 2.7065998411271712 1.3489852519705881 4.7384840464219433 6.553795129293575 2.4547569357673638 0.93062024858954817 4.9262162633240214 5.0254522450268331 0.94547917135059822 0.94403378665447268 2.0011515017831703 0.85314757406013075 10.024763194844132 10.871901098638771 14.230379226617517 1.163355297641828 1.851255342364311 2.62076735496521 4.1090927422046652 11.0199853554368 4.9639993291348201 3.0426907753571859 4.0037536956369868 4.2004817686974993 11.259915826318322 6.1766789630055428 55.290631636453327 4.7460346191073759
leaf_count=18 2015 170 91 52 46 39 78 212 178 41 6 4 39 39 46 42 56 91 20 8 19 38 24 70 36 44 164 21 812 114
internal_value=0.00047223 -0.0130636 0.000549484 -0.000776405 -0.000356987 -0.000146394 -0.00825114 0.00118834 0.000432115 -3.11672e-05 -0.0215542 -0.0168091 -0.00759063 -0.0198652 0.00078627 0.00381228 0.00126081 0.00623764 -0.00836734 0.0047245 -0.00364471 0.000138829 -0.000698656 -0.0063948 -0.00242754 0.0012798 0.000771148 0.0089121 -0.000500943 -0.00641747
internal_weight=500.505 2.84035 497.665 183.004 180.298 178.949 11.9222 5.6691 167.027 160.473 5.8717 6.25309 3.79833 2.8543 154.601 50.8922 40.0203 19.8658 5.63538 3.78412 20.1545 16.0454 103.709 21.2717 18.229 14.2252 82.4373 11.1407 71.2966 16.006
internal_count=4633 188 4445 2430 2339 2287 418 258 1869 1830 184 160 82 78 1646 315 273 175 119 99 98 79 1331 196 126 90 1135 45 1090 278
is_linear=0
shrinkage=0.0261565


Tree=377
num_leaves=31
num_cat=0
split_feature=2 0 0 1 0 2 1 1 2 1 0 1 2 2 2 0 0 1 0 0 0 0 1 1 1 0 0 0 1 2
split_gain=0.684758 1.52383 1.4983 1.62665 1.44615 1.86735 1.59881 1.6993 0.831249 1.79544 1.08537 3.14198 2.71597 2.1482 3.71959 1.6648 1.32687 1.03613 1.06462 0.883786 1.69537 2.55565 1.11411 3.41023 1.92085 1.3287 1.5256 1.27475 3.06721 1.23299
threshold=49.247968080500009 0.39672464895000009 0.47648274005000008 0.39670967935000007 0.58035687555000015 51.757767929250001 0.4995808509000001 0.50491003265000012 47.927946529500012 0.4985778869000001 0.45798030000000006 0.34007963835000005 41.909642283050012 39.476991512000005 35.771221912400001 0.3733870243500001 0.42314601355000009 0.33894194785000004 0.46482141255000003 0.46898296455000005 0.47500074850000013 0.47673722340000008 0.35585760905000008 0.35210023650000005 0.35696536035000009 0.48032993025000009 0.49194634890000005 0.49588335680000006 0.36476452800000009 41.976795488650005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 -4 5 -5 -6 -8 9 10 11 12 13 14 16 -14 -1 -12 -19 -20 -21 -22 23 29 -24 -26 -27 -28 -29 -23
right_child=1 2 3 4 6 -7 7 -9 -10 -11 17 -13 15 -15 -16 -17 -18 18 19 20 21 22 24 -25 25 26 27 28 -30 -31
leaf_value=-0.014002238985488972 -0.032522566809442634 0.014222521638940919 -0.033473618886230946 0.018179114050647517 -0.031033882555728205 -0.028534664887136969 0.014837575255431869 -0.02888976575849956 0.0054664190495378601 -0.0190549760558716 -0.01481920817143635 -0.029493031225589696 0.0059677335824225766 0.01815892792800233 -0.03766757196070019 -0.030361647408863927 0.021276975690534161 0.016675872788832053 -0.012351859735435254 0.011422422561737039 -0.012540555974300153 0.0039679919403791675 -0.027430168473380385 0.020977652633112499 0.021333239878984368 -0.017115546117312055 0.019815766766983694 -0.019461734848875856 0.00042199164905729048 -0.0010868483936566985
leaf_weight=1.157647771993654 1.3819611780345429 3.0706137120723715 1.5168266282416869 3.2618206432089192 2.0813967902213335 0.78740238078171376 1.9580601155757906 0.99270785832777608 24.869724206626415 3.5051645470230133 3.1321052834391585 3.421170513611286 1.3636595718562592 5.687708891928196 1.809286370873451 2.9740681987022981 2.4895918257534504 3.1461713854223481 3.7650625174865118 11.047952950000761 10.661899572238324 86.559362359344959 1.9008712582290161 7.2716819420456877 2.1538492590188971 3.86401577387005 2.4133392721414557 5.8966725990176192 231.78669180336874 60.956117316149175
leaf_count=61 18 11 42 27 73 80 8 71 131 531 38 229 16 53 53 171 16 17 27 53 114 380 12 38 8 37 22 35 1903 358
internal_value=0.000440527 -0.005278 -0.00252349 -0.0073753 -0.0030162 0.00909526 -0.0127619 0.000126668 0.000619154 0.000355347 0.000505386 -0.00588092 -0.000663163 0.0064511 -0.00575276 -0.0189407 0.0100792 0.000783189 0.000896462 0.000780545 0.000897018 0.000615774 0.000964013 0.00277646 -0.000167137 4.34293e-05 -0.000144531 0.000128593 -7.13026e-05 0.00187924
internal_weight=496.885 15.0508 13.6688 10.5982 9.08139 4.04922 5.03216 2.95077 481.834 456.964 453.459 18.9031 15.482 11.1442 5.45653 4.33773 3.64724 434.556 431.424 428.278 424.512 413.465 402.803 154.787 248.015 246.115 243.961 240.097 237.683 147.515
internal_count=4633 330 312 301 259 107 152 79 4303 4172 3641 599 370 183 130 187 77 3042 3004 2987 2960 2907 2793 776 2017 2005 1997 1960 1938 738
is_linear=0
shrinkage=0.0272254


Tree=378
num_leaves=31
num_cat=0
split_feature=2 1 1 2 2 0 1 2 1 1 0 0 2 2 0 1 0 1 2 1 2 2 1 0 2 2 0 0 1 2
split_gain=0.644454 0.863413 1.22161 0.629632 0.96326 1.0711 1.25196 1.48511 1.3687 0.920876 1.30827 0.811128 0.586298 1.96298 1.25366 1.69805 1.57072 0.94331 2.13303 1.7829 1.47979 1.79148 1.40375 3.80936 2.29361 2.02465 1.67846 1.19028 1.12294 1.54039
threshold=31.914316944300001 0.38045268105000002 0.38772791230000009 49.292797572200008 49.960114208400007 0.47648274005000008 0.39670967935000007 50.189067467950004 0.48522499325000007 0.48616807880000007 0.61400856260000014 0.3972336157500001 47.74983977685001 45.700098835450007 0.58984760935000013 0.45824975300000009 0.66011496660000013 0.46551001470000003 44.749265482150008 0.46280051495000007 42.527280425250005 42.498713093000006 0.4529056016000001 0.58249753000000004 37.817254840650008 42.620627117000005 0.58634472020000017 0.56685428580000019 0.47941678395000004 37.345948426100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -6 -7 -8 -9 -10 -11 -5 13 17 -15 -16 -17 19 20 22 21 27 -2 24 -24 26 -25 -19 -29 -30
right_child=3 2 -4 4 5 6 7 8 9 10 -12 -13 -14 14 15 16 -18 18 -20 -21 -22 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=-0.031394937499753924 0.00098668152150588264 0.030039648286072831 -0.030894345628474831 -0.0049252587643036153 0.033812333401112143 -0.035407555193528187 0.026574552562468375 -0.031370611005936508 0.019106817158910671 -0.029795358174193706 0.0052098562974695539 -0.032298648415316412 0.0044770185754016032 -0.019560398654064351 0.021765426136893452 -0.037730158260764292 0.0065023243541340973 -0.039922050433443657 0.018921604818340459 0.020272200551458803 -0.030731736242859999 0.038519001036858722 0.0097379353225497053 0.01919990189241148 -0.032044330574989045 0.031564447455850082 -0.03130681778068585 0.0039991817856059719 0.0092444354110430178 -0.030792452237931721
leaf_weight=1.1445721388445229 411.84778158192057 0.59048292040824868 0.45032279696897604 1.7027103006839746 0.63780631124973197 0.86526754579972287 1.3439834904856978 1.2843794303480534 1.507226228713989 1.2591324211098256 2.4271929208189249 1.6601719032041726 28.990925662219524 6.1876132218167168 1.6890742331743238 1.1818461213260891 1.3193069882690904 0.8986366689205133 2.1442853258922687 3.6580136120319358 2.4161147535778573 0.64660714194178659 1.2909345282241682 0.95317229349166188 4.8646259559318423 1.9899231120944021 1.101220454322174 4.0221690351609141 1.1064176861254966 2.2920628147548996
leaf_count=81 2906 3 138 10 2 28 11 98 6 60 48 51 163 168 5 16 30 9 9 15 146 2 15 7 114 5 39 76 104 268
internal_value=0.000406518 -0.0146923 0.00367549 0.000473681 -0.00565324 -0.00104236 -0.00360136 -8.2932e-05 -0.00561359 0.000756192 -0.00674682 -0.0184388 0.000636108 0.000388446 -0.0115902 0.000179165 -0.0143984 0.000671468 -0.00657323 0.00090166 -0.0113763 -0.00616039 0.00073377 -0.00947822 -0.0232818 0.0115312 -0.00787332 -0.00963305 -0.00596506 -0.0177579
internal_weight=493.474 2.18538 1.04081 491.289 12.6879 9.32499 8.68718 7.82191 6.47793 5.19355 3.68633 3.36288 478.601 449.61 10.3778 4.19023 2.50115 439.232 13.5263 425.706 11.382 8.96589 422.048 10.1999 6.15556 4.04432 2.05439 8.31929 7.42065 3.39848
internal_count=4633 222 141 4411 314 253 251 223 212 114 108 61 4097 3934 219 51 46 3715 614 3101 605 459 3086 180 129 51 46 457 448 372
is_linear=0
shrinkage=0.027866


Tree=379
num_leaves=31
num_cat=0
split_feature=0 2 0 0 0 1 0 1 2 1 1 2 2 0 0 2 0 0 0 1 1 2 2 0 1 1 0 0 0 1
split_gain=0.614962 1.2281 0.739153 1.12418 0.574835 2.45315 2.03821 1.91572 2.40256 5.73537 2.41978 3.79517 3.32812 1.89474 5.80715 1.21543 3.48558 2.90935 2.11897 2.7801 2.35508 1.98483 1.86407 1.52802 2.3868 1.54516 2.11319 2.01753 2.79395 1.5024
threshold=0.39587138110000003 44.952171034750002 0.39614083410000006 0.39672464895000009 0.52324780695000006 0.37644082515000005 0.52252926560000013 0.38906020780000011 36.859113051050009 0.39019789825000006 0.39048232090000007 40.300545846000013 42.686561923500008 0.5195503128500002 0.51657136015000005 38.238138001450004 0.52863686715000002 0.52925062125000011 0.5380527529500001 0.40651477500000005 0.42209814075000007 36.165040341950011 38.474425342400004 0.52432561900000019 0.39995808510000008 0.38906020780000011 0.53017873715000008 0.53499895210000015 0.54191491270000014 0.40437412050000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -9 -10 -11 -12 -13 14 -5 16 21 -18 -19 -20 -21 -7 -17 -24 25 -25 -27 -28 -29 -26
right_child=2 -3 3 4 5 15 -8 8 9 10 11 12 -14 -15 -16 22 17 18 19 20 -22 -23 23 24 29 26 27 28 -30 -31
leaf_value=-0.033276842986381956 0.01372897577872084 0.0083248456047426943 -0.016310042704219718 0.0014906099640721968 -0.042153608215459812 -0.0095296794438491771 0.01708984067090932 0.027101797161572318 -0.053501804132631149 0.026976053734914306 -0.059596888236237794 0.030714498158997176 -0.034277034716621572 0.0168368100339682 -0.041039675263222664 0.0171039139134729 0.030583692930966126 -0.038891300215162482 0.017084293579851785 -0.041356633363571434 -0.0044329984524986293 -0.050523072236163681 0.020696373320513332 0.0053488366551304317 0.011415552249540403 -0.025266610386642581 0.011704571294593197 -0.046472932602298643 0.0019782561525586773 -7.8478032685847169e-05
leaf_weight=1.4359253067523234 3.8681056573986998 1.2125596040859816 3.7144808699376872 261.95318666135427 1.3197165960445989 2.0559785123914507 7.429660825058817 1.2772404793649901 2.8172281235456449 1.9476495534181593 1.2090995274484155 1.7899298630654814 1.232707444403786 7.1961351456120601 3.008503781631588 6.000963525613769 2.3223216831684139 1.612211344763639 4.8686509523540762 1.8883641338907171 10.493587894176015 2.3393292613327503 3.182652451330795 4.7670114114880588 11.538303081411867 8.2794132400304097 4.1093474039807898 1.8556190282106397 2.7173146856948733 121.25052539515309
leaf_count=173 18 15 24 1757 18 16 35 9 20 6 18 11 57 31 23 35 7 27 18 35 438 30 33 26 52 220 32 19 44 1386
internal_value=0.000396961 -0.0142303 0.000476339 0.000370463 0.000499421 -0.000798912 0.00135315 0.000939184 -0.0119631 -0.0175091 -0.00109969 -0.0140215 0.00420932 0.00142624 0.0010077 -0.000510577 -0.00668072 -0.00156302 -0.00552081 -0.00240206 -0.0100642 -0.0313477 0.000453588 -0.000180007 -0.000610005 -0.0099618 -0.0142648 -0.00377347 -0.0176824 0.000920263
internal_weight=490.694 2.64848 488.045 484.177 480.463 190.601 289.861 282.432 10.2739 8.99661 6.17939 4.23174 3.02264 272.158 264.962 189.282 25.5804 21.1851 18.8628 17.2506 12.382 4.39531 163.701 157.7 154.518 21.7287 16.9617 8.68228 4.57293 132.789
internal_count=4633 188 4445 4427 4403 2436 1967 1932 121 112 92 86 68 1811 1780 2418 571 525 518 491 473 46 1847 1812 1779 341 315 95 63 1438
is_linear=0
shrinkage=0.0304377


Tree=380
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 1 2 2 2 1 1 0 2 2 0 0 1 0 2 2 1 1 1 0 0 1 0 1 0
split_gain=2.52323 4.26795 4.05645 2.16383 4.7008 3.99473 2.84053 2.87793 4.3025 4.97223 2.23353 4.49925 2.19384 3.34763 3.05566 2.34455 2.79618 5.3684 2.05894 1.93025 1.91117 2.31669 1.86352 3.62364 3.13677 1.75192 1.75094 4.12788 1.85634 1.73549
threshold=0.39170982905000007 0.47880302985000006 0.39394030120000006 41.873095646600007 0.47787491390000009 41.741384785950011 0.36042334060000009 43.564719632750005 42.759119507950011 42.686561923500008 0.34575312120000007 0.34007963835000005 0.41973294215000007 41.243661560350013 38.396531328800009 0.47847369840000004 0.47396784530000008 0.32467590790000006 0.5116313883000001 37.232443001650005 35.119813570500007 0.43643902880000007 0.34536391125000004 0.3447052483500001 0.47721625100000004 0.3972336157500001 0.34479506600000004 0.47736594710000008 0.34422622080000004 0.47943175355000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 12 7 8 9 26 11 25 13 -1 -14 16 17 -16 -4 20 21 -20 23 -18 -25 -9 28 -28 -5 -3
right_child=2 29 18 4 -6 -7 -8 10 -10 -11 -12 -13 14 -15 15 -17 22 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.0032292795524691731 -0.0033355410349290085 0.0016446419174796123 -0.0032721350526797401 -0.0016313774543717445 -0.0038858599683982546 0.0029015633473899426 0.0017836579273601315 0.00015368575445580613 -0.0032352032307144587 0.0030658592678289407 -0.0021467997340050434 0.0022717202195401635 0.0013246749418224521 0.0026439784815851792 0.0010589386351151893 -0.002260289529615927 0.0023683881343809997 -0.0033674268390456903 0.00095238077425056672 5.7996126209437085e-05 -0.002183041430082691 -0.0031791917238381271 0.0018429375185686195 -0.0026794044352230362 0.00027534925652937525 -0.0018029614270059964 -0.0039208814206374643 0.00070005457062342533 0.0021441480302079995 0.00048810868509231324
leaf_weight=3.7198334117420009 3.3832401384133837 12.084585754200814 1.7392084160819639 2.4389897952787596 3.4750172439962617 4.6466002678498617 5.1233887225389472 13.97859782911838 7.2150766272097817 2.8803927004337302 3.6049957387149325 7.6655386798083773 15.629647934809325 1.1127822808921335 4.4803981333971006 4.4357299730181685 4.5528366267681184 5.2546532731503248 5.3193857520818693 178.26200074469671 7.0132821146398783 1.5460165919503195 7.0291276276111594 4.6569959148764601 9.9388000145554525 5.6800419073551884 4.558371789753437 2.7269626185297966 2.1738750338554382 218.73960638791323
leaf_count=217 91 52 52 50 38 16 38 106 127 8 75 27 97 16 15 31 12 55 46 1869 160 212 22 31 35 65 50 11 6 1003
internal_value=0.000159273 0.000308001 -0.000110495 -0.00012947 -0.000529506 0.000246511 -0.000328573 -0.000533055 -0.00135462 -0.000436492 5.11546e-05 0.00034114 4.36363e-05 -0.00187687 0.000209435 -0.000222571 2.91149e-05 -0.00133026 -5.42176e-05 -2.50899e-05 -0.00109227 2.1994e-05 0.000534644 5.43929e-05 -0.000667407 -0.000411655 -0.00128436 -0.00219123 0.00014789 0.000548658
internal_weight=555.066 357.803 197.263 126.979 61.5212 65.4574 58.0462 52.9228 21.9937 14.7786 30.9292 27.3242 60.8108 4.83262 55.9782 40.3485 35.9128 9.73505 193.88 192.141 13.8787 6.8654 26.1778 19.1486 14.5958 19.6586 11.8982 7.28533 4.61286 230.824
internal_count=4633 2203 2430 1148 601 547 563 525 252 125 273 198 531 233 298 201 170 70 2339 2287 418 258 100 78 66 171 117 61 56 1055
is_linear=0
shrinkage=0.00297089


Tree=381
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 1 2 0 0 2 2 0 0 0 2 0 2 1 1 2 2 0 1 1 0 2 1 1 1 1
split_gain=2.36242 3.66547 2.74382 2.68294 4.02606 2.73263 2.61012 3.06463 3.81293 2.43011 3.88047 3.34737 2.95289 5.67616 7.05712 2.17283 2.7999 2.99815 2.87295 2.28581 2.19598 2.06421 3.5282 2.11075 2.31517 2.05951 2.08094 4.93155 2.38395 2.27195
threshold=0.52324780695000006 0.47880302985000006 0.38045268105000002 43.521589032450009 0.50913146310000013 0.3465914194000001 38.238138001450004 0.52863686715000002 0.52925062125000011 42.684965421050009 42.123054668150012 0.48320409570000006 0.48389269780000005 0.50291907430000016 43.157831852650006 0.47976108500000009 41.243661560350013 0.34569324270000007 0.34587287805000005 40.94178426300001 41.11191809080001 0.5380527529500001 0.40651477500000005 0.43121463430000007 0.5641597557000001 38.324118171300007 0.38976377950000002 0.39995808510000008 0.39150025445000008 0.39563186730000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 5 -5 7 -4 -9 10 15 -12 -11 14 -14 19 20 -18 -19 -3 -17 -10 -23 -24 -25 -8 -27 28 -28 -30
right_child=2 3 6 4 -6 -7 25 8 21 12 11 -13 13 -15 -16 16 17 18 -20 -21 -22 22 23 24 -26 26 27 -29 29 -31
leaf_value=-7.6371380407788079e-05 -0.0023745219090185172 0.00022051476540384412 -0.0025043130710632041 -0.0013246940371956374 -0.0031152204174527834 0.00086529407030315302 0.0027225427164533156 0.0025435187404740816 -0.0031361644448800342 0.0016928751280752647 -0.0026837340666927586 -8.9000619471412665e-05 -0.0032123702919220182 0.0019676585421518713 0.001383399527908303 0.00052471705865700293 -0.0012052461839849075 0.0019594382256603272 -0.00019277020923289716 0.0021316967148819191 0.0019615578324853138 0.0014000369413162321 -0.0022054430092589786 0.0010572481882679516 -0.0012783204304218879 0.0014602818804799491 -0.0039135279137783542 0.00015338957091270955 -9.7805827407647838e-05 -0.0017500006087720476
leaf_weight=124.49268920859322 3.0524011738598338 6.1605970039963713 4.7749323993921307 5.4419320002198246 2.8837829200783736 9.2242377679795009 1.7474288530647744 2.448047041893008 1.8784317411482359 21.245177987962961 4.0194038450717917 11.62412405759096 4.3869442418217641 6.4903340134769669 3.7000133283436298 94.994408753700554 11.607115335762503 5.0507928207516697 14.203679652884601 9.6444657593965513 6.8504897877573958 4.7675692439079311 5.6656144363805678 4.2189321927726251 6.4434957193443552 6.0701385289430609 1.6610260382294679 156.13253253186122 10.859295757487418 9.2657321840524656
leaf_count=1155 27 23 46 25 60 69 10 7 26 104 31 51 31 25 13 408 54 14 69 36 29 16 80 26 367 24 14 1482 117 194
internal_value=0.000131759 0.000259025 -6.70094e-05 0.000450975 -0.000467855 5.26916e-05 -3.43907e-05 -0.00070269 -0.000364298 0.000531612 0.000405398 -0.000755684 0.00110998 0.000260465 -0.00110967 0.000527701 0.00042539 -0.000221335 0.000371793 0.00138674 0.000621365 -0.000674147 -0.00045492 -0.000996542 -0.000354178 7.42615e-05 4.91096e-05 9.63874e-07 -0.00109141 -0.00085849
internal_weight=561.006 342.02 218.986 217.527 17.55 14.6662 215.933 30.197 25.4221 199.978 164.155 15.6435 35.8225 14.5773 8.08696 148.512 132.706 30.8616 19.2545 15.8051 101.845 22.974 21.0956 16.328 10.6624 185.736 183.989 177.919 21.7861 20.125
internal_count=4633 2197 2436 1042 154 94 2409 568 522 888 715 82 173 69 44 633 574 137 83 59 437 515 489 473 393 1841 1831 1807 325 311
is_linear=0
shrinkage=0.00245095


Tree=382
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 1 0 2 0 1 1 0 0 2 2 2 1 1 1 2 2 2 2 0 1 0 1 0 0
split_gain=5.19633 6.09964 4.28983 3.91235 3.28781 2.66371 3.63231 4.08625 3.72829 3.4376 4.33959 6.37475 4.09237 3.08378 3.01553 2.68081 2.6492 2.53226 3.4996 4.16926 2.5568 2.50445 2.35342 3.91644 2.84402 3.38086 2.77047 6.94214 2.35143 2.17121
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 0.54504356155000011 44.279556297950009 0.43540612555000008 0.4529056016000001 0.55980359870000018 44.749265482150008 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 0.56915960600000015 43.521589032450009 42.081757894750005 47.927946529500012 0.49284452560000008 0.45824975300000009 0.46551001470000003 37.817254840650008 47.927946529500012 46.095286511800005 47.74983977685001 0.61797550970000004 0.50214065445000011 0.60861950240000018 0.48616807880000007 0.68433579830000013 0.5380527529500001
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 -3 15 7 -7 14 -9 11 12 -11 -13 17 -5 -15 18 20 -20 -8 -6 -10 -24 26 -26 27 -25 -27 -4
right_child=2 4 3 5 21 6 8 9 22 10 -12 13 -14 16 -16 -17 -18 -19 19 -21 -22 -23 23 24 25 28 -28 -29 -30 -31
leaf_value=-6.8674779484878337e-05 -0.0007924362868463314 0.00054136519594884345 -0.00022187391527187533 -0.00038306196668346653 -0.0015357647997422382 0.001434430933588653 0.00066402086591776336 -0.0018217044214322248 0.0016131564901550723 -0.0003069593826054247 0.0015474882002271971 0.0011217414278388946 0.0023859598936853167 -0.0018059207204266633 -0.0022630598499327626 -0.0018369362296373718 0.0005678971736968858 -0.0021304323088928907 0.001115315062713678 -0.00071000447236411579 -0.0025202538519725338 0.00048555179628945264 -0.0026544331324941037 0.0016865438678267874 -0.0033435777698060899 0.00084200360779988217 0.0020150145948147902 -0.0024415435986637015 -0.0022266529946570117 0.00066189606035230001
leaf_weight=126.05883223027922 32.03687378577888 223.93046821653843 15.503281988203524 23.194858571514491 5.7590555194765312 11.820560732856391 1.3915574578568399 3.6826739907264701 4.325657673180106 4.3460673205554503 8.2441130317747575 2.4763812981545916 5.1648565977811813 10.643541760742663 4.9655022816732517 6.8766856081783763 2.4116896092891684 3.7159588396316385 8.9408901594579238 12.620788937900214 4.354875972494483 4.6202263757586479 2.1559420702978995 4.2430792972445506 1.6525234654545773 3.8440214805305004 5.0157974334433675 2.8467964883893728 1.4338893108069894 46.484680263325572
leaf_count=1148 479 934 91 173 63 35 20 19 15 24 25 8 20 118 142 103 28 444 58 190 55 25 43 20 15 28 28 58 51 173
internal_value=0.000139898 0.00029406 -9.71192e-05 1.29626e-05 0.000489211 -0.000176002 -2.89044e-05 0.000387782 -0.000359436 5.31267e-05 0.000260549 -0.000163117 0.00115542 -0.000970533 -0.000783396 -0.00071553 -0.00136741 -0.000546572 -0.000331047 4.6893e-05 -0.00174915 -0.000635997 0.000238509 -4.20805e-05 0.000253783 -0.000790922 0.000851871 2.89937e-05 8.31883e-06 0.000440864
internal_weight=594.762 360.369 234.394 202.357 234.31 140.369 110.297 48.7899 61.5073 36.9693 33.2866 25.0425 9.51092 15.5316 35.9896 30.0715 13.0552 31.0241 27.3081 21.5617 5.74643 10.3793 25.5177 21.192 19.0361 6.93043 12.1057 7.08988 5.27791 61.988
internal_count=4633 2170 2463 1984 1022 1720 1444 277 1167 242 223 198 44 154 909 276 146 767 323 248 75 88 258 243 200 94 106 78 79 264
is_linear=0
shrinkage=0.00204504


Tree=383
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 1 0 0 0 1 0 2 1 0 0 1 2 0 1 1 1 0 0 1 1 2 0 2 1
split_gain=0.658319 0.830409 0.983165 1.58872 0.804777 1.46156 1.42399 1.77743 0.802209 3.19903 1.44445 3.53699 2.60157 3.24022 2.25794 1.74939 1.66363 2.25528 1.414 1.40177 2.45203 1.71586 2.78621 1.14681 3.36549 2.28027 3.41094 2.05313 2.81565 3.69884
threshold=32.724174661450007 35.119813570500007 0.34377713240000007 0.49820364660000011 0.31168228495000011 0.51657136015000005 0.38045268105000002 0.53017873715000008 0.47673722340000008 0.47642286160000008 0.3447651268000001 0.47396784530000008 43.968221017800005 0.34548366815000003 0.45995628875000011 0.45995628875000011 0.3584174126500001 50.189067467950004 0.46898296455000005 0.33400197600000009 0.32467590790000006 0.31753540315000006 0.41160444300000004 0.50913146310000013 0.37977904855000005 0.36166581840000006 39.852039223600009 0.50291907430000016 38.621016321050007 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 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 9 10 11 15 13 -12 -15 19 -14 -18 -17 20 21 22 -3 27 25 -25 -27 28 -10 -30
right_child=1 8 3 -5 5 6 7 -9 23 -11 12 -13 16 14 -16 18 17 -19 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31
leaf_value=0.041135110739168444 0.028484593350868521 0.00044966394225157564 -0.026528030122219541 0.0097672640196987074 -0.052544957036810502 -0.064687530529550286 0.040577137682651206 -0.039963288757694677 0.01649206801424731 -0.050780576586133885 -0.043016698489279602 0.023569987566296923 0.043996601520357496 -0.040822195760433701 0.0083349131933110106 -0.037474892545689545 -0.041496387773297387 0.049053962868599685 -0.0056849244815162705 0.029516449463752755 -0.043791628447620037 0.015197330629940973 -0.043419379038471977 0.0081463145450827428 0.00024418882497143372 -0.0028488540133939652 -0.048456402777894321 0.015462779170214646 0.0020201146980887165 -0.01884390236266837
leaf_weight=0.30514276027679388 2.7672409638762465 14.477179549750884 1.8471062998287369 11.360345443332333 1.182517080625985 0.381311535835266 1.0662236399948595 0.54574573562422291 15.830513857305048 1.829651167616247 4.721473671961574 7.7088475301861754 1.5540111437439912 1.6303106392733751 5.0259316060692072 3.1768411844968787 1.0080404058098791 0.56571459770202626 4.3910302221775055 2.0506589980795971 1.7005573594942678 7.9094545859843484 2.1966896886005989 2.9066495765000573 209.37354498141212 3.7790013998746854 5.0435520405881107 16.006791681982577 148.60614462941885 12.105981910834087
leaf_count=1 19 223 24 138 85 4 5 146 67 37 145 27 4 55 35 27 62 1 28 19 31 37 74 14 2289 19 76 85 747 109
internal_value=0.000561787 0.00067362 0.00881289 0.00469125 -0.0151668 -0.0205765 -0.00161121 0.0133095 0.000399079 -0.00352496 -0.00203725 0.00126285 -0.0119591 -0.0200185 -0.00370512 -0.00352686 0.017358 -0.00894643 -0.0190297 0.000613793 -0.00164118 0.00127459 -0.00532984 0.00096775 -0.000815698 -0.0197353 -0.0289211 0.00301567 0.00188711 0.000448488
internal_weight=493.054 489.573 15.9747 13.2075 3.48094 3.1758 1.99328 1.61197 473.599 59.9464 58.1167 43.6113 14.5055 11.3777 6.65624 35.9024 3.12777 1.57376 7.56787 28.3345 26.2839 24.5833 16.6739 413.652 221.103 11.7292 8.82255 192.549 176.543 160.712
internal_count=4633 4392 181 162 241 240 155 151 4211 805 768 466 302 235 90 439 67 63 55 384 365 334 297 3406 2398 109 95 1008 923 856
is_linear=0
shrinkage=0.036296


Tree=384
num_leaves=31
num_cat=0
split_feature=2 0 0 2 1 1 0 0 0 1 0 0 1 1 2 1 2 2 0 0 1 2 1 1 1 0 2 1 1 0
split_gain=0.605956 1.45036 1.17889 1.7718 0.966359 0.705981 1.62946 1.15001 2.0319 0.686486 2.00437 0.63023 1.33265 2.5903 0.832242 1.49886 1.75212 2.13438 2.37389 1.5292 1.77295 2.28253 1.33932 1.52632 1.0711 1.18798 1.05484 0.909637 3.11144 1.91009
threshold=49.247968080500009 0.39672464895000009 0.3972336157500001 49.960114208400007 0.50491003265000012 0.48522499325000007 0.55788748840000013 0.55688452445000014 0.47648274005000008 0.48616807880000007 0.61400856260000014 0.66505493850000008 0.57854555250000017 0.58454836680000011 48.823707093150006 0.31118828780000007 45.044778924400006 44.952171034750002 0.41973294215000007 0.41160444300000004 0.32012514595000008 38.060777288450005 0.4995808509000001 0.49146732130000009 0.47941678395000004 0.59751205050000011 48.914776625700007 0.32467590790000006 0.33400197600000009 0.45798030000000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 -3 -4 5 6 7 8 -5 -7 -11 14 -13 -14 15 16 17 18 -1 -17 21 -21 23 24 27 -26 -16 -22 -29 -30
right_child=1 2 3 4 -6 9 -8 -9 -10 10 -12 12 13 -15 26 19 -18 -19 -20 20 22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.035273855814347312 -0.037046749856954934 0.019208914136469937 -0.035944814292647294 0.040888221855837827 -0.033211460482037367 0.023895186124978054 -0.03560379198271546 0.044535777781416874 -0.037618268919778403 -0.033404700953829428 0.020492558977125448 -0.039445042107754041 0.047585343464372619 -0.036636279874970416 0.020617450044542487 0.021298443304591047 -0.042801931485358054 0.044073555932259048 0.035621014145166614 0.0094010690918967556 0.014124257492158555 -0.052475119324137204 -0.0204332367623099 0.021310242851198216 -0.037139111242347124 -0.0011649667385197457 0.0017191308877521714 -0.029754005141756735 -0.021188094846858564 0.0010529919009814404
leaf_weight=1.8104399761650709 1.3302252963185299 2.0189110636711112 1.7195242312736798 0.52837228775024081 0.84085753047838885 1.9639269709587095 1.3474457724951205 0.61448615789413441 0.8285043144132942 1.0936163719743492 1.7649431526660917 1.1726691525691415 0.71598063549026825 0.71346509325667284 4.5854289159178716 3.4922814691090016 1.66668348852545 0.72219244390726078 0.62065806984901417 1.0098518282175057 4.9408481121063224 1.3815550589933989 2.9263035834301254 3.5224124079104504 1.5381898852065199 2.1594773636315949 7.8184482660144567 3.2742808358743778 3.8124347016564561 427.30969444231596
leaf_count=167 18 6 54 1 58 8 45 1 84 49 6 122 8 81 14 70 27 3 2 23 23 31 343 44 35 41 42 58 242 2927
internal_value=0.000435567 -0.00596685 -0.00271674 -0.0068531 -0.00128384 0.00201374 -0.00909069 0.00903128 -0.00704758 0.00965574 -0.000127241 0.000624877 -0.0147282 0.00554864 0.000709413 0.000493889 -0.0168591 -0.00314692 -0.0171744 0.000677567 0.0005182 -0.0263458 0.000661126 0.000799358 0.000636283 -0.0161298 0.00870541 0.000777394 0.000625586 0.000856313
internal_weight=489.244 14.0508 12.7206 10.7017 8.98215 8.1413 3.31881 1.97136 1.35688 4.82249 2.85856 475.193 2.60211 1.42945 472.591 460.187 4.81997 3.15329 2.4311 455.367 451.875 2.39141 449.484 446.557 443.035 3.69767 12.4039 439.337 434.396 431.122
internal_count=4633 330 312 306 252 194 131 86 85 63 55 4303 211 89 4092 4036 199 172 169 3837 3767 54 3713 3370 3326 76 56 3250 3227 3169
is_linear=0
shrinkage=0.0312825


Tree=385
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 0 2 0 1 0 2 2 2 0 1 0 2 1 2 2 2 1 1 1 2 2 0 1 1
split_gain=4.36665 5.0242 3.54726 3.1421 2.65809 2.59192 2.75867 2.56767 3.36203 2.76316 2.41902 3.1047 2.41021 8.1313 2.76409 2.37251 2.36165 2.10516 2.19454 1.95445 4.72067 2.02217 2.13233 5.15559 1.94312 2.28199 2.88531 3.788 2.10432 3.63245
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 44.279556297950009 47.927946529500012 37.232443001650005 0.54504356155000011 35.119813570500007 0.54413041525000005 0.46280051495000007 0.47847369840000004 40.518963363600001 42.759119507950011 43.477771593600004 0.41973294215000007 0.46551001470000003 0.54353163080000011 41.243661560350013 0.31168228495000011 44.202975721700007 43.968221017800005 42.654057868200006 0.39431454150000006 0.39563186730000005 0.43584024430000007 41.362929270750008 40.806664626150003 0.55131582885000008 0.45420795785000007 0.45736654595000009
decision_type=2 2 2 2 2 2 2 2 2 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 19 -3 -5 7 16 8 -4 -9 12 -12 14 -14 17 -11 -7 -1 -19 20 21 22 -2 -24 25 26 27 -8 -26 -30
right_child=2 3 5 4 -6 6 24 9 -10 15 11 -13 13 -15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 28 -27 -28 -29 29 -31
leaf_value=-0.0024479777637411246 -0.0016548197922630868 0.00055662135126524224 0.0021528344601996802 -0.0017591715070495832 0.00056049710624312028 0.00023480790703403768 0.00050182563048117553 -0.0029135905720868412 -0.0011321188003329083 0.0037173177574204071 0.00011952279902981352 -0.0030949845040053841 -0.0025015233703096587 4.2312850226807067e-05 0.00036006880455943758 -0.0023589876497180145 0.0013446458411004402 -0.0023942846204934548 0.00339148732704273 -0.0024156609908964166 0.0021174079536777067 -0.0026188477265112449 0.0016833573778491295 -0.0012918025415646845 0.00038893249572493455 -0.0015898826394425279 0.0011878127140937502 -0.0020969354562760034 -0.0029416656030951441 -0.00014370088402023209
leaf_weight=3.2784551039803764 7.5368933863937988 217.31087117269635 2.3946015909314138 5.7678843364119512 4.6286056973040104 41.360345955006778 5.7460251078009659 4.6281189471483231 5.0041703977622092 0.69716632366180398 3.193338304758071 3.0572361759841442 8.0013053831644338 35.570023694075644 70.997017008718103 0.64130563789512962 13.131217539310454 0.59846809040755011 0.79148176498711109 3.6031368602998546 2.9031364209949961 3.3004627190530291 4.9843404814600927 7.7130821887403727 46.103555766865611 9.062241696752606 5.4881509840488425 5.9192816540598869 2.5358116980642071 49.401406382210553
leaf_count=217 91 934 7 63 25 180 24 75 247 1 13 31 138 309 391 63 47 46 3 185 11 68 16 108 256 122 17 66 34 845
internal_value=0.000138643 0.000296172 -0.000111806 0.000498041 -0.000726435 2.12131e-06 7.45371e-05 -0.000966365 -6.89485e-05 -0.00207919 -7.0136e-05 -0.00145273 2.3419e-06 -0.000424829 0.000248325 0.000805961 0.000502253 -0.00145107 0.000900318 -0.000840377 -0.000625686 -0.000964061 -0.000694145 -0.000123911 -0.000113034 -0.000664405 -0.000175472 -0.000816854 3.44003e-05 -0.00028031
internal_weight=575.349 353.195 222.154 227.707 10.3965 192.113 178.748 13.3654 7.39877 5.96659 125.487 6.25057 119.237 43.5713 75.6654 1.33847 54.4916 4.6684 1.38995 30.0411 26.4379 23.5348 20.2343 12.6974 124.256 26.2157 17.1535 11.6653 98.0408 51.9372
internal_count=4633 2170 2463 1022 88 1984 1591 393 254 139 1148 44 1104 447 657 64 227 266 49 479 294 283 215 124 1364 229 107 90 1135 879
is_linear=0
shrinkage=0.00227998


Tree=386
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 1 1 2 2 1 1 0 0 1 0 2 2 2 2 0 1 1 2 0 2 0 2 1 0
split_gain=3.42309 3.96408 3.33945 2.0667 2.08365 2.03867 3.0519 4.0527 2.02355 2.79515 2.62117 2.37958 2.2149 2.14072 2.01979 1.98641 3.17101 2.41289 7.79494 2.43855 1.94508 2.43032 1.91388 2.45193 2.28962 1.8093 1.80453 1.78443 2.85814 2.01857
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 36.377496227400009 36.952388736350009 0.52324780695000006 0.39019789825000006 0.38906020780000011 37.232443001650005 35.119813570500007 0.43643902880000007 0.46280051495000007 0.54504356155000011 0.54353163080000011 0.46551001470000003 0.47847369840000004 40.518963363600001 42.759119507950011 43.477771593600004 42.686561923500008 0.5206281249000001 0.38512319990000005 0.43584024430000007 42.081757894750005 0.56065686655000013 49.960114208400007 0.68131193680000013 42.154118731400011 0.34479506600000004 0.41973294215000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 3 -2 -5 6 7 20 9 10 -4 -11 13 -10 -13 17 -17 19 -19 27 21 -3 23 -14 -24 -25 -26 29 -29 -1
right_child=2 5 8 4 -6 -7 -8 -9 12 11 -12 14 22 -15 -16 16 -18 18 -20 -21 -22 -23 24 25 26 -27 -28 28 -30 -31
leaf_value=-0.0015287850418985425 -0.0035308620956116528 0.00060657449681734434 0.0010694268370453808 0.0029845710979348838 -0.00092455620466459136 -0.0005015529312778304 0.0022841829683719899 -0.0019037318969940154 0.0002548762638078205 -0.0034996673261432857 -0.0029173044350521422 0.0041222813787475379 -0.00031929298995534322 0.0015366476341069158 -0.0028313977897096534 0.00028813600346093584 -0.0036302206462621093 -0.0030518184322349592 4.572588399669804e-05 0.002778664184875579 0.0023033966964758875 -0.001439929395613083 0.0010906390974093009 -0.0032185415846552965 -4.6611900193143048e-05 0.0004197764521986022 -0.0029557788403827686 0.0010735320645748497 -0.002301809624333954 0.00049033415960823173
leaf_weight=3.9689489417942232 2.1991965025663402 192.05179610382766 5.1921568708494288 1.0657315738499189 25.535340785863809 13.233372739516197 7.8355356864631167 4.9589734375476828 40.599626034032553 4.2024817275814712 1.6244514419231562 0.65541011095046975 20.102527696639303 12.876638560555874 0.60058930283412337 3.2453793436288825 2.9655689727514982 7.4854923770762971 32.823353729676455 2.8737859716638914 4.9227413274347773 4.4547339454293242 14.129560595378278 4.3343959022313348 76.76812439551577 1.3433202647138385 1.6337972251931194 3.0418362570926538 4.9374391473829746 58.03400884848088
leaf_count=250 26 857 42 5 448 75 23 26 180 75 212 1 126 47 63 13 31 138 309 9 21 20 52 75 968 28 115 31 49 318
internal_value=0.000161847 0.000329664 -0.000111589 -0.00097892 -0.000767943 0.000541809 0.000606261 0.000542558 2.41222e-05 -0.00105029 0.000119357 -0.00251096 0.000100894 0.000563516 0.000797196 -7.45537e-05 -0.00158278 8.22385e-06 -0.000529499 0.000305728 0.000602784 0.000560181 -0.000108209 -0.000768229 7.56802e-05 -0.00235773 -0.000107235 0.000204178 -0.00101507 0.000361086
internal_weight=559.696 346.833 212.863 28.8003 26.6011 227.457 214.224 206.388 184.063 12.2751 6.81661 5.45848 171.788 53.4763 1.256 119.376 6.21095 113.165 40.3088 72.856 201.429 196.507 118.312 25.7802 92.5315 5.67772 78.4019 69.9822 7.97928 62.003
internal_count=4633 2170 2463 479 453 1022 947 924 1984 393 254 139 1591 227 64 1148 44 1104 447 657 898 877 1364 229 1135 103 1083 648 80 568
is_linear=0
shrinkage=0.00273913


Tree=387
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 0 1 0 1 0 1 0 1 2 0 1 0 1 1 1 2 1 2 2 2 1 2 2 1
split_gain=0.629815 0.743665 0.943845 1.29227 1.13723 0.971812 1.69372 0.666457 1.34645 1.20755 1.61619 0.658245 0.655116 1.15367 2.61455 2.2905 5.22685 2.95116 2.04326 2.20061 3.2479 2.84434 2.87967 2.0971 3.81082 1.91077 1.87901 3.34112 3.23442 1.79771
threshold=32.724174661450007 35.119813570500007 0.34377713240000007 0.49877249185000011 0.38723391515000005 0.5380527529500001 0.54450465555000005 0.31168228495000011 0.51657136015000005 0.38045268105000002 0.53017873715000008 0.43643902880000007 0.47721625100000004 0.38906020780000011 37.041406607950009 0.52252926560000013 0.39019789825000006 0.52366695610000014 0.39995808510000008 0.39078171310000004 0.39563186730000005 41.404176814550006 0.39431454150000006 43.61821939175001 43.663128814500006 49.960114208400007 0.39048232090000007 40.300545846000013 42.686561923500008 0.38723391515000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 -5 -6 -7 -1 -9 -10 -11 -8 -3 29 -15 16 -16 -17 19 -19 21 22 -21 -22 -25 -26 -18 -28 -29 -14
right_child=1 12 3 4 5 6 11 8 9 10 -12 -13 13 14 15 17 26 18 -20 20 23 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.032173218686654265 0.022324314524612785 -0.0023023533208768642 -0.01400203977361286 0.019606568962422223 -0.02167430544551447 0.028902141764026886 0.00071995817772713036 -0.041751937659708686 -0.04842856737258134 0.031630750240319715 -0.031722264311776896 -0.030987945881788069 0.0017172814122277161 -0.017596273786476928 -0.047880669446024531 0.017899579045440841 0.024722149858518692 -0.045652390619706204 0.00093730685827903579 -0.0024676815865263594 -0.034076234682859204 -0.011418689308184642 0.036640294946361507 0.053565401757276775 -0.034638389134019495 0.01715940380409349 -0.058653362972052883 0.030352520626473308 -0.032423221937574256 0.015745980458766549
leaf_weight=0.26058951020240728 2.6985258385539046 68.806524839368649 2.7993396832607678 4.3113343119621259 1.3406832516193388 1.7582872956991193 2.2807649979367857 1.0969162905239502 0.36813586205244053 0.99989918805658795 0.51263921448844485 0.72652718285098661 201.18707259604707 7.5456806048168792 2.7384994663298112 7.8635063738329327 1.8716145791113374 1.2711959909647728 147.59168185811723 3.2502979543060082 4.4054652974009496 5.8740313211455941 3.0920180082321167 0.75784383527934585 2.0509658642113213 0.8468393962830304 0.92753305751830373 1.6911402214318516 1.1676845800830049 7.9929832592606536
leaf_count=1 19 865 29 15 10 5 21 85 4 5 146 82 1054 156 20 38 6 11 1611 35 100 92 6 2 101 8 13 8 57 28
internal_value=0.00043703 0.000521846 0.00668941 0.00349721 0.00819948 0.000145484 0.00628397 -0.0123147 -0.0162081 -0.00130953 0.0101587 -0.00694031 0.000313409 0.000760984 -0.000856927 -0.000175646 -0.0149805 0.000526648 -0.000281038 -0.00862576 -0.00630455 0.00312679 0.0165983 -0.0205974 -0.004354 -0.0195013 0.00094339 -0.0108106 0.00471182 0.00225333
internal_weight=490.086 486.848 15.9155 13.2169 10.4176 6.10626 4.76558 3.23818 2.97759 1.88067 1.51254 3.00729 470.933 402.126 192.946 185.4 8.39647 177.004 169.14 21.5487 20.2775 12.2163 6.34232 8.06111 3.65565 2.89781 5.65797 3.78636 2.85882 209.18
internal_count=4633 4392 181 162 133 118 108 241 240 155 151 103 4211 3346 2264 2108 104 2004 1966 355 344 133 41 211 111 109 84 78 65 1082
is_linear=0
shrinkage=0.0290103


Tree=388
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 0 0 0 0 0 1 1 2 1 2 2 0 1 0 0 0 2 2 2 1 1 1 1 1
split_gain=0.583421 0.763389 0.875759 0.711646 0.672558 1.43082 1.00481 1.60956 0.6725 0.697163 0.57553 1.19507 2.27057 0.61005 1.40428 1.48418 1.93852 2.04247 1.38437 1.76848 1.32401 1.2155 1.60691 2.15241 1.36594 1.18711 1.2821 1.17682 3.35561 1.06929
threshold=49.292797572200008 49.960114208400007 0.50491003265000012 0.3972336157500001 0.48522499325000007 0.55788748840000013 0.55688452445000014 0.47648274005000008 0.58035687555000015 0.61540073650000016 0.66505493850000008 0.57854555250000017 0.58454836680000011 48.823707093150006 0.31118828780000007 45.044778924400006 44.952171034750002 0.41973294215000007 0.31100865245000009 0.4995209724000001 0.41160444300000004 0.43572048740000008 39.571921479100006 39.476991512000005 35.771221912400001 0.4995808509000001 0.49146732130000009 0.32467590790000006 0.3298553935500001 0.32012514595000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 3 4 -2 5 6 7 -3 -6 -10 13 -12 -13 14 15 16 17 -1 -15 -20 -16 22 23 24 -22 26 27 -23 -29 -24
right_child=1 2 -4 -5 8 -7 -8 -9 9 -11 11 12 -14 18 20 -17 -18 -19 19 -21 21 25 29 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.029703989420448391 -0.004827560234041444 0.028233019018846759 -0.027979103212131515 -0.030063583709043003 0.019446967341183081 -0.029861912752721154 0.035887975165074068 -0.03133879891527639 -0.014687748963238934 0.01227504170319885 -0.032828811438946622 0.037763736619620562 -0.030605423989746527 0.01965051541369776 0.016849388399221912 -0.035122205061804593 0.035015774592214971 0.029536906746518939 -0.012503086754314368 0.0099697666308951154 0.01028918847482916 0.019691127962192887 -0.048322630717812384 0.033980005866977241 -0.033501672946835356 -0.016349986900039911 0.016679899636410922 -0.03071649431134129 0.00064356328027534416 -0.014483593498573803
leaf_weight=1.6817869315855203 1.6740902960300439 0.54867343604564511 0.78792791813611973 1.4705691144336013 1.9673848077654836 1.2689167400822041 0.56905621290206898 0.75500988023122773 1.3155348231084647 1.3731049969792364 1.0970197200513205 0.69514444610103943 0.66671410838898737 3.7995032109320155 3.4646863937959997 1.5657735737040637 0.7058521881699561 0.53822761774063099 4.103048697113989 6.1015922892838717 0.9244148760917591 2.2432749569416037 0.93135034479200873 1.0123550891876223 1.0844898470677433 2.880877051735296 3.4881568943383163 2.4037342108786097 433.73671817930881 2.198697566986084
leaf_count=167 10 2 58 51 18 45 1 84 40 5 122 8 81 17 70 27 3 2 20 35 21 9 20 2 65 343 44 52 3108 103
internal_value=0.000359643 -0.00547182 -0.00138529 -0.0166289 0.00130192 -0.00816143 0.00654222 -0.00626716 0.00768732 -0.000917685 0.000503555 -0.0122689 0.0042928 0.000569971 0.000403883 -0.0143234 -0.00319298 -0.0153414 0.006012 0.000933955 0.000549469 0.000424223 -0.0112612 0.00250858 -0.0133509 0.000585843 0.000696259 0.00056908 0.000470726 -0.0245524
internal_weight=487.054 11.7303 8.58561 3.14466 7.79768 3.14166 1.87274 1.30368 4.65602 2.68864 475.323 2.45888 1.36186 472.865 458.86 4.49164 2.92587 2.22001 14.0041 10.2046 454.369 450.904 6.15131 3.02126 2.0089 444.753 441.872 438.384 436.14 3.13005
internal_count=4633 314 253 61 195 132 87 86 63 45 4319 211 89 4108 4036 199 172 169 72 55 3837 3767 211 88 86 3556 3213 3169 3160 123
is_linear=0
shrinkage=0.0264688


Tree=389
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 1 2 1 1 2 2 0 2 2 0 2 2 2 2 1 2 2 1 1 1 2 2 1
split_gain=4.80909 6.41311 3.78329 4.49126 3.54418 3.62853 2.47017 2.35416 2.49438 3.18472 2.94754 4.00285 3.04995 2.35024 2.66774 8.63875 3.17637 2.53712 2.29997 2.13108 2.55996 3.07977 3.00233 2.29434 2.11014 4.63892 2.52097 2.52569 2.08473 2.32523
threshold=0.39078171310000004 0.47880302985000006 0.53634621715000008 0.54504356155000011 44.279556297950009 47.927946529500012 36.377496227400009 0.42473279245000012 43.61821939175001 0.40115565405000009 0.39814676205000005 44.701063782750005 48.823707093150006 0.47847369840000004 42.759119507950011 43.477771593600004 0.41973294215000007 40.518963363600001 42.654057868200006 43.219899330700009 40.636252116050009 0.41917906650000009 40.00488309970001 39.571921479100006 0.39394030120000006 0.39563186730000005 0.39900002995000006 38.060777288450005 41.243661560350013 0.31168228495000011
decision_type=2 2 2 2 2 2 2 2 2 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 6 19 -3 -6 -2 8 9 18 12 -12 -10 14 16 -16 28 -15 24 20 22 -22 23 -4 -8 -26 27 -27 -1 -30
right_child=2 4 3 -5 5 -7 7 -9 10 -11 11 -13 -14 17 15 -17 -18 -19 -20 -21 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=-0.0019511099258113548 -0.0022524523805744798 0.00047998226672278438 0.00012067779030407988 -0.00013321635066256636 -0.0014539143912013601 0.00066709106654276248 -0.0011106670503159169 -0.0021516901803316142 -0.0019712853704301632 -0.002533539083492322 0.0022637051969278876 -0.00019148585225807306 0.0024071378519374461 -4.6189723464506531e-05 -0.0020077800506770791 2.1111550850201318e-05 0.00028768352973324702 -0.0023629119322171577 -0.0022420814894044848 -0.00055749210730836243 0.00025106354167598487 0.0016618073607882623 -0.0010236804207220316 0.0015467283153103987 0.001377869038066841 0.00055405276506190985 0.00076001440649888614 -0.0021513278914884505 -0.0018937398378665313 0.0027255204018234004
leaf_weight=3.5107772105839095 2.6301069799810639 225.99995831772685 11.543891135603195 135.36877775297035 6.3169372007250768 4.4554321803152561 6.4010864328593113 2.4716687325853846 2.6437757788226004 2.6338253524154416 3.8223960101604444 4.9191121710464358 0.64011715934611846 3.1900666877627364 8.4172135666012746 35.333875643555075 70.290210742969066 2.9445370193570852 2.0827811975032082 5.4047730648890129 8.3956835344433802 12.439386732876299 4.9344930425286284 5.3472951129078856 5.7362841218709937 1.5414771307259778 2.5179423969238997 4.0668135862797499 0.64594623865559675 0.77829878591001034
leaf_count=217 33 934 51 1720 63 25 83 100 99 30 8 52 6 13 138 309 391 31 33 33 32 36 22 13 18 15 15 64 46 3
internal_value=0.000129188 0.000257747 -7.70864e-05 3.45945e-05 0.000431908 -0.00057667 -0.000563607 -0.00045109 -0.000337504 -0.000661708 0.00033596 0.000882095 -0.00111782 -7.18527e-05 -1.58395e-05 -0.000369224 0.00018969 -0.00115819 -0.000441087 0.000507207 0.000642095 0.00109334 0.000211336 0.000572127 -0.000255973 0.000138686 -0.00073605 -0.00140774 -0.00120605 0.00063052
internal_weight=587.425 361.883 225.542 183.434 236.772 10.7724 42.1074 39.4773 37.0056 24.9802 12.0254 8.74151 3.28389 125.111 118.976 43.7511 75.2252 6.1346 22.3464 48.0655 42.6607 20.8351 21.8257 16.8912 20.2636 13.8625 8.12623 5.60829 4.93502 1.42425
internal_count=4633 2170 2463 1907 1022 88 556 523 423 258 165 60 105 1148 1104 447 657 44 228 187 154 68 86 64 195 112 94 79 266 49
is_linear=0
shrinkage=0.00179978


Tree=390
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 0 2 0 2 1 2 2 2 1 1 0 2 2 1 2 1 0 1 2 0 0 1 1 0
split_gain=3.20692 3.86737 2.77758 2.313 3.45922 3.24502 2.21984 1.89815 4.59166 3.33556 2.50879 2.88704 5.05267 4.90504 2.5591 3.54148 1.74688 2.73855 2.5862 2.38016 2.86942 2.27287 1.7279 2.99193 3.82372 1.7419 1.68937 1.68196 2.64152 3.99427
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 43.930205408700004 0.51017933595000009 0.4995209724000001 0.54504356155000011 41.873095646600007 0.47787491390000009 41.741384785950011 0.36042334060000009 43.564719632750005 42.759119507950011 42.686561923500008 0.34575312120000007 0.34007963835000005 0.41973294215000007 38.396531328800009 41.243661560350013 0.34536391125000004 41.16018805045001 0.34524415440000006 0.47721625100000004 0.32467590790000006 39.683197198900011 0.47811442770000007 0.53634621715000008 0.43540612555000008 0.43837010870000009 0.57161462230000015
decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 -5 -4 9 10 16 11 12 13 -9 15 -13 18 -18 -1 21 -21 22 23 -19 -25 -24 -6 -8 29 -29
right_child=2 3 6 4 26 -7 27 8 -10 -11 -12 14 -14 -15 -16 -17 17 19 -20 20 -22 -23 25 24 -26 -27 -28 28 -30 -31
leaf_value=-0.002952743270272614 -0.00096140045923587226 0.00060821835915321801 0.00046012955933568496 -0.0011869603033959541 -0.003859592099352948 0.0021809929368240425 -0.00081239283847504883 -0.0010659222043357414 -0.0035820497867313258 0.0025786105148523177 0.0015889190037186986 -0.00021626810553051633 -0.0031037254950564458 0.0029471001455210564 -0.0020420328930459506 0.002032122168039567 0.0012157230053122963 0.0010079120780456178 0.0021602704616639433 -0.00040507535509465113 0.0027388586191100556 -0.0023606977705374417 0.0013033211284294108 0.00013563580988349799 -0.0035155045316291036 -0.00073733619632056875 -0.00017457971570440667 4.8768261379597956e-05 -0.00021483497996966627 0.0032046247620921126
leaf_weight=3.0303865086752912 25.940541359479539 211.58865750208497 57.23476791754365 4.6562343742698413 2.863787153735756 4.1614768132567406 26.924606384709477 11.605678500374781 3.3438861034810534 4.4385568937286726 5.2302229739725581 18.440754348412163 7.1421384492423376 2.9303195253014556 3.6370588615536681 7.5986036472022525 15.235039751976727 4.1314638406038346 1.0142051260918377 4.680320914834736 4.2591733410954475 4.4623331502079955 7.9535755813121778 4.0572564341127855 4.8216995671391487 5.390936553478241 1.4342159666121004 9.3715606462210399 84.814581441518385 4.5892731305211774
leaf_count=217 479 919 264 25 51 16 276 117 38 16 38 171 127 8 75 27 97 15 16 28 13 28 24 17 44 32 11 45 1379 20
internal_value=0.00015882 0.000321724 -0.000112672 0.00053821 -0.000591203 0.000402529 7.67949e-06 -7.24736e-05 -0.000426231 0.00026152 -0.000239737 -0.000425978 -0.00119485 -0.000256935 0.000135668 0.00043984 8.73131e-05 0.000216608 -0.00167063 -0.00016626 0.00109283 -0.000531499 -0.000221784 -0.000940496 -0.00184711 0.000478933 -0.00262993 -0.000198334 -3.09511e-05 0.00108618
internal_weight=556.983 348.108 208.875 224.704 13.1157 8.81771 182.935 123.404 59.9287 63.4749 56.5848 51.3546 21.6781 14.536 29.6764 26.0394 59.0364 54.9918 4.04459 39.7568 8.93949 30.8173 26.3549 13.0104 8.87896 13.3445 4.298 125.7 98.7754 13.9608
internal_count=4633 2170 2463 1022 103 41 1984 1148 601 547 563 525 252 125 273 198 531 298 233 201 41 160 132 76 61 56 62 1720 1444 65
is_linear=0
shrinkage=0.00277154


Tree=391
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 2 2 0 0 2 2 0 0 2 1 1 2 0 1 0 0 2 1 2 1 1 2 2 2 2
split_gain=3.65089 3.47076 3.37437 3.01501 3.64159 2.75156 3.87146 2.58813 2.5884 3.47189 4.9783 3.39395 2.52465 3.01326 3.14291 4.18582 3.01842 2.66764 2.38863 5.0027 3.94879 3.35673 3.09502 2.88815 2.31859 2.50786 2.30926 2.22016 2.84409 2.26367
threshold=0.4529056016000001 44.202975721700007 0.56065686655000013 44.749265482150008 0.5641597557000001 46.095286511800005 47.74983977685001 0.41973294215000007 0.57212358910000016 40.94178426300001 40.00488309970001 0.56748300950000019 0.5485614203000001 40.858951393400005 0.43967246490000006 0.40437412050000004 41.444941515100005 0.5641597557000001 0.41917906650000009 0.53998383280000006 0.54284302865000023 41.542492784600007 0.42111014640000005 43.895345911700005 0.44922307715000004 0.39170982905000007 41.037275035300006 47.74983977685001 48.96897326980001 45.205561619650005
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -5 -7 -1 11 10 -10 12 18 14 15 -14 -15 -17 19 23 -20 22 -22 -9 25 27 -21 29 -29 -3
right_child=2 24 3 5 -6 6 -8 8 9 -11 -12 -13 13 16 -16 17 -18 -19 20 26 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0016777534224232263 -0.0044621607263091714 -0.00015164555522321501 0.0009863376621917642 0.0024462268725537759 -0.0013178624555852869 -0.0035683921962904315 0.0003793937064403485 0.00033607803822758198 -0.0029810003220395931 -0.0034366300985364997 0.002318706648183753 0.0016873517242857066 0.0016281424613948665 0.0021507298771114534 0.00035033388895075088 -0.0035247173038037731 -0.0003105621817017769 0.00035593700890158841 -0.00038750784003362501 -0.00062391469707814991 0.0022299220250407356 0.0030425931909314049 -0.00038023623433628486 0.0017544861797568899 0.0021506554644065185 -0.0014154347477837465 -0.0033479256004422782 0.0011654703777993021 -0.0008046926158766668 -0.0023149614603896126
leaf_weight=4.7633534177439278 1.5360593497753132 10.004516689572482 6.2407758757472029 3.9727850053459433 27.509822100924794 2.0627755699679282 17.237279523164034 336.13097473233938 2.2123424354940635 3.113526601344347 3.2392199039459229 14.025274461135266 1.8783329278230692 5.2199825942516354 6.2530824691057196 7.442948008887468 12.651299238204954 1.5953392572700975 9.2525210361927765 6.8452832568436843 6.501973010599615 8.7557213604450208 6.9926107451319695 10.994886748492716 2.5387158542871466 16.070413209265098 3.4821994379162788 14.070205520838501 8.8536161091178638 5.5926634613424531
leaf_count=344 20 73 27 13 873 42 196 1840 75 36 9 50 6 14 23 100 66 15 56 34 17 24 28 38 9 328 27 50 59 141
internal_value=0.00016482 0.000238977 -0.000479095 -0.000371801 -0.000891796 0.000382302 -4.25427e-05 0.000319025 0.000340323 -0.00114234 0.00016799 0.000369315 0.000325716 -0.000374414 -0.00118916 -0.00207099 0.000408351 -0.00283975 0.00038879 0.000325434 0.00110767 0.00172942 0.000877393 0.000381005 -0.00039343 -0.00051174 -0.00154239 -0.000134731 0.000404556 -0.000927343
internal_weight=567.04 508.481 58.5595 57.0234 33.7506 23.2728 19.3001 451.351 446.588 8.56509 5.45156 438.022 423.997 35.041 17.1697 10.9166 17.8713 9.03829 388.956 357.453 31.5028 22.2503 13.4946 347.126 57.1301 54.5914 10.3275 38.521 22.9238 15.5972
internal_count=4633 3462 1171 1151 900 251 238 2802 2458 120 84 2338 2288 224 144 121 80 115 2064 1939 125 69 45 1878 660 651 61 323 109 214
is_linear=0
shrinkage=0.00272331


Tree=392
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 0 2 2 2 0 2 0 0 2 2 1 0 2 2 2 2 1 1 1 1 0 1 0 2
split_gain=4.25614 5.19634 4.65285 3.17784 2.59153 2.75342 2.87307 2.42053 2.41711 2.24712 4.11578 3.20776 2.52215 2.11609 2.98597 1.87486 3.11434 2.05867 1.85113 2.2681 4.67097 2.51262 2.12919 4.99098 1.80279 1.78528 4.80937 4.58664 1.88156 1.83612
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 44.279556297950009 0.54504356155000011 0.43540612555000008 0.56065686655000013 42.081757894750005 47.927946529500012 41.873095646600007 0.47787491390000009 41.741384785950011 0.47774018740000007 0.5380527529500001 40.408647214050006 40.806664626150003 0.43075057630000008 0.55131582885000008 36.377496227400009 44.202975721700007 43.968221017800005 42.654057868200006 0.39431454150000006 0.39563186730000005 0.39170982905000007 0.43837010870000009 0.57161462230000015 0.44512140355000007 0.57559653900000007 36.772607578000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 18 9 -4 13 7 -7 15 -5 11 12 -1 -11 14 -3 16 17 -6 -2 20 21 22 24 -24 -20 26 -8 28 -27 -29
right_child=1 4 3 8 5 6 25 -9 -10 10 -12 -13 -14 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 -26 27 -28 29 -30 -31
leaf_value=0.00011891759604594566 -0.0031406361145081075 -0.0020784983176801394 0.00059474138702874367 -0.0017901507744547112 0.00063174044633839581 0.0010442786605182695 -0.00076461717442581221 -0.0021568299344171425 0.00058398281223016391 -0.00036909163397507122 -0.0030855675328326738 0.002268283172094846 0.0017756108721186899 0.00072724260427006293 0.00033198799540210444 0.00045992990658852895 -0.0031241020523409477 -0.0014167455355821547 -0.00046394040012039551 -0.0025846671909772437 0.0022362227642069429 -0.0028189444070080439 0.002045258570737978 -0.0012376501070657502 -0.0028833721637660497 -0.0037941832393887827 0.0027048983654945724 -0.0025329908109357618 -0.00057865542850532787 -2.7349296915839651e-05
leaf_weight=58.838500727666542 2.2362412605434683 4.1374778412282458 224.05823059380054 5.9621163643896562 5.8310973737388903 14.707109143026171 5.0066562704741937 6.0982491089962414 4.4029233008623123 52.862915584817529 3.1655688378959885 4.4079820187762371 3.449650637805461 46.00263015832752 11.39008844271302 8.6547128185629827 3.1123792715370646 5.7588711567223072 3.7460590526461734 3.8524616830982259 3.052787445485591 3.6299559026956549 4.4789614081382734 7.0240090303122997 3.5355379171669483 2.8921161293983451 4.4628820344805717 1.7734031222644251 1.7102711880579589 66.326848573982716
leaf_count=531 26 33 934 63 29 58 29 103 25 553 38 16 10 173 58 36 41 67 22 185 11 68 12 92 63 30 20 251 29 1027
internal_value=0.000169527 -9.68575e-05 0.000333186 0.000533884 5.64171e-05 -0.000142779 5.50469e-05 -0.000793434 -0.000781652 -5.01783e-05 -0.000389279 0.000268718 -0.000237709 0.000465409 -0.000310311 -0.000437467 -0.00096573 -0.00038612 -0.00100936 -0.000846804 -0.000583916 -0.000968011 -0.000610334 4.06303e-05 -0.00163868 -0.000122005 0.000870525 -0.000251282 -0.00259928 -9.25989e-05
internal_weight=576.569 219.421 357.148 234.423 187.865 126.335 96.8793 29.4553 10.365 122.725 59.4781 63.2465 56.3126 61.5302 15.5276 23.3571 14.7023 11.59 31.556 29.3198 25.4673 22.4145 18.7846 11.503 7.2816 82.1722 9.46954 72.7026 4.60239 68.1003
internal_count=4633 2463 2170 1022 1984 1720 1444 276 88 1148 601 547 563 264 91 173 137 96 479 453 268 257 189 104 85 1386 49 1337 59 1278
is_linear=0
shrinkage=0.0024302


Tree=393
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 2 0 2 1 1 0 2 0 0 0 1 1 0 0 2 0 0 1 1 2 2 2 2 0 1
split_gain=4.85632 5.14727 3.55258 2.96364 2.93736 2.8107 2.25519 2.6563 2.15288 3.61575 3.95088 3.07225 4.47789 3.03237 3.21341 3.3949 5.35058 3.7227 3.24257 2.85591 3.9946 4.65107 6.10142 3.85839 2.63324 2.33434 1.95226 6.20875 2.65708 2.30531
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 44.279556297950009 0.54504356155000011 47.927946529500012 0.5380527529500001 40.408647214050006 0.43540612555000008 0.4529056016000001 0.56065686655000013 44.749265482150008 0.5641597557000001 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 0.56915960600000015 46.095286511800005 0.61797550970000004 0.60861950240000018 0.48616807880000007 0.50214065445000011 47.927946529500012 42.081757894750005 42.720329370750001 43.477771593600004 0.41973294215000007 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 -5 7 -4 25 13 -11 12 -12 -10 -15 16 17 -16 -18 -13 21 22 -21 -22 -20 -6 28 29 -1 -28
right_child=2 3 4 5 8 -7 -8 -9 9 10 11 19 -14 14 15 -17 18 -19 24 20 23 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0014767323280833185 -0.00081918863443561439 0.00056073428232536894 -0.0018575112739397683 -0.0016493216980645862 -0.00038631354974758144 0.00068417535811134383 0.00066005534273265258 0.00023642289215475653 0.0014128634925432287 -0.0040588003650243887 0.00098588590151024768 0.0019997407106892126 -0.0011205248027393064 -0.0018288561889733786 -0.00025552120601333078 0.0015779905419235933 0.0013707518209111131 0.0025293769457746798 -0.0018510205901214154 0.001356058122241624 -0.0037226895529033871 0.0023503765506275192 -0.0026768190835244521 -0.00029833789406154206 0.00076492203069701418 -0.0019400681874342947 -0.00037870257992024493 6.2446386777872416e-06 0.00025282851060121514 -0.0027761450694497522
leaf_weight=4.5181579899508497 28.530653655761853 222.54493033140898 3.9812356755137435 5.7966045904904586 22.462899483740333 4.331118568778038 44.664651486091316 10.80760322511196 11.338005745783446 1.3775700759142626 5.915980637073516 3.9326391126960543 26.816240648855455 3.6756936609745017 4.3251566737890297 7.929346088320016 2.5100549831986418 4.9357381695881486 9.931021820753811 4.1783471405506152 2.2124340310692778 5.0424717674031854 3.1672880183905363 5.5297100739553571 2.2704650405794373 5.8537958813831201 2.7850344181060773 34.176937106996775 76.358030829578638 6.2459891671314836
leaf_count=266 479 934 33 63 173 25 173 58 35 16 27 13 873 19 24 25 8 20 118 19 21 28 62 108 28 103 49 309 426 98
internal_value=0.000157525 0.000315744 -9.74364e-05 0.000507973 9.33661e-06 -0.000651402 0.00041446 -0.000327276 -0.000171212 -2.67013e-05 -0.000391751 -0.000302806 -0.000739815 0.000425941 0.000111423 0.00033498 -7.61692e-05 0.00122873 -0.000897604 0.000291647 -4.20459e-05 0.000729694 -0.000382836 -0.0012769 -0.00136424 -0.000707515 -4.47089e-05 -0.00042078 0.000156206 -0.00203681
internal_weight=578.146 356.757 221.389 232.673 192.858 10.1277 59.4535 14.7888 133.405 105.088 58.1727 56.7951 32.7322 46.9155 35.5775 31.9018 23.9724 9.26089 14.7115 24.0629 20.1303 12.3881 7.34564 7.74214 12.2015 28.3167 124.084 43.208 80.8762 9.03102
internal_count=4633 2170 2463 1022 1984 88 264 91 1720 1444 1167 1151 900 277 242 223 198 44 154 251 238 109 81 129 146 276 1148 456 692 147
is_linear=0
shrinkage=0.00219145


Tree=394
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 1 1 0 2 0 0 0 1 1 0 2 1 2 0 2 2 0 1 2 2 2 0 2 0
split_gain=4.35091 4.86341 3.41323 3.09365 2.58411 2.20754 2.56572 3.20136 3.41896 2.89428 3.58635 2.85666 3.3844 3.60218 5.74711 3.68665 3.23934 3.05403 2.744 5.21191 2.65722 3.15794 2.29653 3.89235 2.3301 2.13524 2.07941 4.04191 3.15988 2.20744
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 44.279556297950009 47.927946529500012 0.54504356155000011 0.43540612555000008 0.4529056016000001 0.56065686655000013 44.749265482150008 0.5641597557000001 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 40.806664626150003 0.44922307715000004 41.243661560350013 0.56915960600000015 46.095286511800005 47.74983977685001 0.61797550970000004 0.50214065445000011 50.189067467950004 42.081757894750005 41.873095646600007 0.47787491390000009 41.741384785950011 0.47774018740000007
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 -4 25 11 -9 10 -10 -8 -13 14 15 -14 -16 18 -18 -20 -11 -22 24 -24 -23 -7 28 29 -1 -28
right_child=2 3 5 4 -6 6 7 8 9 20 -12 12 13 -15 16 -17 17 -19 19 -21 21 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=8.6935491111136425e-05 -0.00092771880342908261 0.00061222615433771568 0.00041063207444910733 -0.0019159630620826657 0.00067531057576818436 -0.00050934929384380148 0.0016186459057227849 -0.0045255864840376483 0.00096970174021813516 0.0023124415758049369 -0.0012178194913817725 -0.0021574705119261029 -0.00026010816411071709 0.0018836563865251949 -0.0034731482662618135 0.0029523855290161066 0.0014186799605742288 0.0017277112378609359 0.0017200506324045754 -0.0034486168372240208 -0.0032573592475587344 0.0022520895002418853 -0.0043113701056792519 0.00034122097140318444 -0.00020015497476337353 -0.0022533576458300766 -0.00039350421836902591 -0.0032165582767712166 0.0023429086005142181 0.0017514887640169784
leaf_weight=59.253329376457259 29.540539997280575 223.21855017915368 59.210978932678699 5.9028941560536605 4.3252638205885887 22.504082229919735 11.186660403385757 1.2799213845282782 5.996208235621455 3.8855085698887732 25.68150636687642 3.7152265161275855 4.3105076625943237 8.0465374179184419 2.9656729632988563 5.0103945974260569 1.8975966945290546 2.9848362877964965 1.7279602587223051 4.7273994423449039 1.753569920547309 5.2688781842589361 1.5988278053700913 4.3114755507558584 4.8055856321007013 5.7085784473456433 51.771543634356931 3.1823372915387145 4.3208193453028789 3.3109658136963835
leaf_count=531 479 934 264 63 25 173 35 16 27 13 873 19 24 25 68 20 8 9 5 64 42 21 15 79 81 103 553 38 16 10
internal_value=0.000160374 0.0003342 -0.000122765 0.000549468 -0.00082017 3.32987e-06 -0.000183092 6.32618e-06 -0.000412194 -0.00031342 -0.000803748 0.000496815 0.000142169 0.000411934 -8.93398e-05 0.00146675 -0.00110337 -0.000483497 -0.00127365 -0.00206508 0.000404884 -1.29582e-05 0.000342961 -0.000917376 0.00108235 -0.000862234 -7.8258e-05 -0.000425803 0.000240263 -0.00026457
internal_weight=573.404 355.286 218.118 233.447 10.2282 188.578 129.367 101.154 54.5815 53.3016 31.6777 46.5728 35.3861 31.6709 23.6244 9.3209 14.3035 11.3378 8.35296 6.45536 21.6238 17.7383 15.9848 5.9103 10.0745 28.2127 121.839 58.2648 63.5741 55.0825
internal_count=4633 2170 2463 1022 88 1984 1720 1444 1167 1151 900 277 242 223 198 44 154 86 77 69 251 238 196 94 102 276 1148 601 547 563
is_linear=0
shrinkage=0.00254682


Tree=395
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 0 0 2 1 1 1 1 1 2 0 0 2 0 1 0 1 2 2 2 0 1 2 2 0
split_gain=0.70678 1.24767 0.76741 3.02966 1.41871 1.09012 1.18165 2.97698 1.97658 1.83923 1.37606 1.22103 1.16123 3.75871 1.87263 0.969338 1.78284 2.15241 1.61672 3.1232 1.78491 1.70621 1.23204 6.62172 2.50083 1.35727 2.10152 3.5649 2.90268 1.532
threshold=0.39587138110000003 0.3733870243500001 0.39170982905000007 0.39394030120000006 0.5116313883000001 37.232443001650005 0.52863686715000002 0.5296248615500001 35.119813570500007 0.46280051495000007 0.43643902880000007 0.46551001470000003 0.39563186730000005 0.39814676205000005 49.960114208400007 0.47880302985000006 0.47847369840000004 40.518963363600001 0.47961138885000004 0.34587287805000005 0.48077901860000011 0.34518427590000006 42.759119507950011 43.477771593600004 42.686561923500008 0.47774018740000007 0.34527409360000011 48.109449608500007 44.131787411600008 0.47076434840000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 15 -4 -5 6 -6 -8 10 -10 -9 -11 -7 14 -14 16 22 -18 19 21 -20 -17 24 -24 -2 26 28 29 -25 -28
right_child=2 -3 3 4 5 12 7 8 9 11 -12 -13 13 -15 -16 18 17 -19 20 -21 -22 -23 23 25 -26 -27 27 -29 -30 -31
leaf_value=0.0052095425302085552 0.0012012036504788399 -0.032247335186778275 -0.029125850995534153 -0.028636342325214701 -0.031728000291663422 0.011552837367381984 0.04686519176676731 0.0077625796900537914 -0.032034259874067869 0.035348041920722384 -0.027967172533405436 -0.02722281874633297 -0.029044690687102605 0.00070018581913594221 0.01521984546873349 0.012651330951018058 -0.00034634217653337198 -0.03359896681746264 -0.0069731673704349446 0.026403008889173633 0.0025278742890152846 -0.0089624547382713797 -0.028359794123970203 0.025013390740654295 0.026930223246988755 0.017600010705666198 -0.003919884472555279 0.026083287037700627 -0.0012408452431163499 -0.035775304528480247
leaf_weight=1.2483585290610784 62.164754152065143 1.2491374531527979 2.6069522577454327 1.236513381358235 1.3093056343495835 6.2994415969587854 0.72235780954360862 4.4538954650051874 3.2368882189039141 0.5517631173133849 0.91172310437832482 0.36305305210407823 4.380321121774613 153.81957816623617 0.79243419505655754 5.1367295775562507 3.0339809805154792 2.4870794843882322 15.070709489285944 5.6441897153854361 176.14390174858272 5.1207048259675503 6.3440099053550503 3.646548109129081 2.7706514419987789 3.283300817012786 1.6165543096140016 1.2169131636619566 15.629158755764363 3.0787446834146976
leaf_count=18 556 170 91 52 19 39 1 43 79 1 212 63 178 1646 6 18 13 31 73 27 911 26 107 17 9 11 67 3 114 32
internal_value=0.000535613 -0.0135247 0.000606831 -0.000767683 -0.000352536 -0.000154768 -0.00802527 -0.0049945 -0.00893061 -0.0226584 0.0016914 0.0105162 0.000395146 -4.69335e-05 -0.0222636 0.00140185 -0.000668513 -0.0153257 0.00245415 0.0105723 0.00177904 0.00186132 0.000142742 -0.003879 0.002299 0.00157586 -0.000512923 -0.0143328 0.00372589 -0.0248077
internal_weight=495.57 2.4975 493.072 180.684 178.077 176.841 11.549 10.2397 9.51732 4.1517 5.36562 0.914816 165.292 158.992 5.17276 312.388 105.272 5.52106 207.116 15.9016 191.215 10.2574 99.7506 34.8152 64.9354 28.4712 25.1879 5.91221 19.2757 4.6953
internal_count=4633 188 4445 2430 2339 2287 418 399 398 143 255 64 1869 1830 184 2015 960 44 1055 71 984 44 916 351 565 244 233 102 131 99
is_linear=0
shrinkage=0.0264974


Tree=396
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 0 2 0 2 0 2 2 1 2 2 0 1 1 1 1 2 0 0 1 1 0 2 1
split_gain=4.43896 4.65265 3.39563 3.04979 2.90562 2.43458 2.35736 3.07176 2.32302 4.06889 2.69813 4.98777 4.82543 4.47533 3.67431 2.66932 8.02267 4.42896 2.90811 2.3197 2.27986 3.44128 3.01893 2.92336 3.18537 3.98162 5.6483 3.60689 3.20086 3.22423
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 0.54504356155000011 44.279556297950009 47.927946529500012 40.408647214050006 0.54284302865000023 42.154118731400011 0.47787491390000009 43.477771593600004 0.47774018740000007 42.759119507950011 42.686561923500008 0.34479506600000004 41.16018805045001 40.806664626150003 0.41973294215000007 0.3453339720000001 0.41861022125000008 0.43540612555000008 0.4529056016000001 44.749265482150008 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 40.806664626150003 0.44922307715000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 -2 6 -3 -6 -4 19 15 10 12 -12 13 14 -10 16 17 -1 -17 -8 -5 23 -23 -22 -25 26 27 -26 -28 -30
right_child=2 4 3 20 5 -7 7 -9 9 -11 11 -13 -14 -15 -16 18 -18 -19 -20 -21 21 22 -24 24 25 -27 28 -29 29 -31
leaf_value=-0.0023259728217176413 -0.0007818552245090854 0.00050988642176606628 -0.00012611957141442831 -0.00070967671046231139 -0.001612186477930875 0.00053914021311622217 0.00066499342549082064 0.0016703546946431934 0.00095665104169694493 -0.0027708041877433096 -0.00012841359559696237 0.0029058807424954432 -0.0023216068393139304 0.0022206789936138451 -0.0020188200660415075 0.00021036486057438131 -0.0036297512301389362 0.00032073721396732051 0.0016938632835732804 -0.00092072713342256497 0.0013512547401304345 -0.0007936176974462205 0.00019580095253492731 -0.0017675630730119181 -0.00023353901250290149 0.001614545974341762 -0.002884021986991179 0.0024638706066423548 -0.0010983942046747942 0.0014845121629899465
leaf_weight=3.1589872525073579 29.769030963070691 222.40108250081539 23.930022120475769 29.567987663205713 5.6055427268147451 4.2836834825575352 19.784981034696106 11.333579812198876 3.131246149074288 3.1120768189430228 31.295423673465848 2.7178158760070792 6.922102788463234 2.9712748713791362 4.9348008558154106 16.985437082592401 2.8135845353826872 38.326326210051775 9.517246909439562 5.4262273963540784 11.280306359753011 34.251687275944278 24.358026089146733 3.782224789261817 4.3119587711989897 8.1459181867539865 3.1109412973746648 4.8755717249587178 8.6294515989720804 3.008629009127616
leaf_count=201 479 934 111 276 63 25 84 39 30 35 298 5 127 9 43 109 40 218 33 30 35 909 258 19 24 25 68 20 77 9
internal_value=0.000130275 0.000278954 -0.000105812 -3.02616e-06 0.000459217 -0.000680303 0.000398081 0.000741334 -5.36737e-05 -0.000384556 -0.00024167 0.000114041 -0.000915348 -3.34064e-05 -0.00086374 0.000203758 -0.000118912 0.000119198 0.000743097 0.000323698 -0.000182278 -3.48227e-05 -0.000382418 0.000397301 9.72597e-05 0.000317105 -0.000124431 0.0011979 -0.000948145 -0.000430672
internal_weight=583.743 358.177 225.567 195.798 232.29 9.88923 60.4748 36.5448 125.886 55.0847 51.9727 34.0132 17.9594 11.0373 8.06605 70.8016 44.2989 41.4853 26.5027 25.2112 135.323 105.755 58.6097 47.145 35.8647 32.0825 23.9366 9.18753 14.749 11.6381
internal_count=4633 2170 2463 1984 1022 88 264 153 1148 547 512 303 209 82 73 601 459 419 142 114 1720 1444 1167 277 242 223 198 44 154 86
is_linear=0
shrinkage=0.00214848


Tree=397
num_leaves=31
num_cat=0
split_feature=2 0 1 2 0 2 1 2 1 1 1 1 1 1 1 0 2 0 2 1 1 0 0 0 1 0 0 1 0 2
split_gain=0.682907 2.10606 2.55909 1.64419 0.905231 3.99157 2.70412 1.2049 1.05882 1.05996 1.51132 1.0659 1.79965 0.878793 1.05584 1.14502 0.948593 2.60662 1.82371 1.7025 1.832 1.23385 2.43315 1.50076 2.50065 2.73329 1.71478 2.15974 2.03787 0.959718
threshold=49.064150740050003 0.39614083410000006 0.31100865245000009 49.960114208400007 0.39614083410000006 44.952171034750002 0.31168228495000011 48.823707093150006 0.4995808509000001 0.50491003265000012 0.50634711535000021 0.57854555250000017 0.58454836680000011 0.49146732130000009 0.47941678395000004 0.59751205050000011 44.202975721700007 0.58887458460000019 48.393869453650005 0.34482500525000009 0.34506451900000007 0.55688452445000014 0.54191491270000014 0.53312775065000018 0.4172030777500001 0.51017933595000009 0.47774018740000007 0.35799826355000003 0.46482141255000003 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=4 -2 -3 -4 5 -1 -6 8 13 -10 -11 -12 -13 14 16 -16 29 18 19 -18 -21 22 23 24 25 26 27 -22 -29 -8
right_child=1 2 3 -5 6 -7 7 -9 9 10 11 12 -14 -15 15 -17 17 -19 -20 20 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.034764108361366224 -0.043630334917587686 0.02444904058766946 -0.029923072571054043 -0.0020290141102629932 -0.021647261966530877 0.032032311430923291 0.0011061878009040774 0.013861586751867891 -0.040010815794300297 0.036626744774952466 -0.033526449565817414 0.039120315489392696 -0.037161873147211547 0.016521615039112935 -0.037931462953841331 -0.0017755640741247808 -0.042709704299924621 0.012871938298176781 -0.047593298716542318 0.029066968837224958 -0.044602183566618769 -0.03906597329071216 0.023721359691863664 -0.0416134936780704 0.028466114311025269 -0.038336726396317598 0.0096163424978105271 -0.036835527386417627 0.024094856808761916 0.012103345687522665
leaf_weight=1.2500180688220996 1.3994866982102383 2.9466897472739211 2.9369442434981456 8.5633928630268183 5.5393405668437472 3.5700794346630573 409.41122033767169 7.3759228643029919 1.2303111496876216 0.71004269213881377 1.5802111048833469 0.73258656822144963 0.56840736912272405 3.7032845681533209 1.5032843807712191 2.2832686122274026 1.3405367117375231 6.840081885457038 1.2452847100794304 1.4896884560585046 1.8468620628118566 1.2353023095056404 2.4848407302051774 1.4599072858691204 1.7644067439250637 3.147797903046011 4.8140409854240716 0.90229963883757625 1.5336583666503427 8.3807740136980993
leaf_count=173 16 10 67 252 94 17 2857 35 48 12 385 12 83 45 35 42 33 30 11 4 18 27 14 17 23 132 33 61 6 41
internal_value=0.000621053 -0.00594919 -0.00229901 -0.00915257 0.000838894 0.0147097 0.000697581 0.000962294 0.000755552 -0.0142407 -0.00541215 -0.0157722 0.00579244 0.00091433 0.000786368 -0.0161297 0.000929377 -0.00458586 -0.00971867 -0.0075767 -0.00529915 -0.00796706 -0.00582731 -0.0105738 -0.00733914 -0.0124985 -0.00355771 -0.0183658 0.00152572 0.00132679
internal_weight=493.79 15.8465 14.447 11.5003 477.943 4.8201 473.123 467.584 460.208 4.82156 3.59125 2.88121 1.30099 455.387 451.683 3.78655 447.897 30.1047 23.2646 22.0193 20.6788 19.1891 17.9538 15.469 14.0091 12.2447 9.09686 4.28282 2.43596 417.792
internal_count=4633 345 329 319 4288 190 4098 4004 3969 540 492 480 95 3429 3384 77 3307 409 379 368 335 331 304 290 273 250 118 85 67 2898
is_linear=0
shrinkage=0.03217


Tree=398
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 1 1 0 0 1 1 0 1 0 2 2 0 0 2 2 0 0 1 0 0 0 2 2 0
split_gain=4.3304 5.67282 3.93254 3.42586 3.30528 2.95961 2.66492 3.0895 2.94473 3.18985 2.95855 5.15822 3.12021 2.9722 2.7046 2.48632 2.40413 2.77585 2.37041 3.31894 2.62975 3.7942 3.42005 6.07747 2.44245 2.66891 3.92644 2.60253 2.23323 3.02687
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 0.54504356155000011 44.279556297950009 47.927946529500012 0.43540612555000008 0.4529056016000001 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 0.44512140355000007 0.56065686655000013 42.081757894750005 44.749265482150008 0.5641597557000001 0.47847369840000004 40.518963363600001 41.873095646600007 0.47787491390000009 0.47396784530000008 0.34269932035000011 0.47774018740000007 0.47568935060000012 0.47673722340000008 42.783136484500005 40.806664626150003 0.55131582885000008
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -6 15 8 -8 -10 11 12 -11 -13 -9 28 17 -16 20 -20 22 24 23 -1 25 -22 -27 -28 29 -5
right_child=2 4 3 6 5 -7 7 14 9 10 -12 13 -14 -15 16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00031056493866663459 -0.00092808106263347792 0.00060194392106446696 0.00049347757859131817 0.00017552314216180687 -0.0018885416811779477 0.00075958230987707774 0.0015077829578747997 -0.0040745041650124382 -0.0019968892603350118 -0.00011080640766428865 0.0016430361077623575 -0.0025783850545839219 0.0027509614954996263 -0.0002157162353610248 0.00071782510075449097 -0.0022004472946807901 0.00029602154190336554 -0.0011166380159167656 0.00015748520236725545 -0.0032802010046102232 1.0823931457709672e-05 -0.0031904854827252034 0.00083082844437437078 -0.0025486468765709984 0.0017294553580346321 -0.0030708855387383436 0.00065465753670540853 -0.0014677668693841943 0.00047041467882952953 -0.0020025706844091461
leaf_weight=18.742821036139507 28.965954219573177 226.50951886549592 60.160388005897403 6.541226673871285 5.9317509084939939 4.1122680678963661 11.337835447862743 1.1313505088910449 3.7302842885255805 4.2702296935021931 7.6573509126901618 4.5587107278406611 4.5055848574265838 9.3437601607292873 5.8968686051666763 6.0546506110113105 21.122506255283952 24.331942056480329 3.3486091345548621 3.1235882565379143 36.779604552080855 2.6118337512016288 34.818451471626759 5.5430435608141115 3.427339792251586 4.4542506020516184 6.2749676182866079 7.0706058144569397 8.9202257096767408 8.3686183178797346
leaf_count=227 479 934 264 34 63 25 35 16 19 24 25 59 20 95 27 103 251 873 13 31 418 27 125 162 10 61 26 48 36 103
internal_value=0.000162801 0.000323128 -0.000105336 2.14736e-05 0.000542234 -0.000804335 -0.000200767 -9.34637e-06 0.000448843 9.64057e-05 0.000353812 -8.14961e-05 0.00135845 -0.000990451 -0.000405734 -0.000827759 -0.000324906 -0.000758781 -8.75858e-05 -0.0015016 -1.11446e-05 -0.000362199 0.000348905 -0.000342026 -0.000234852 -0.000358202 -0.00112072 -0.000469822 -0.000478992 -0.001047
internal_weight=579.646 362.749 216.897 187.932 236.554 10.044 127.771 97.8864 45.4038 34.0659 30.3356 22.6783 8.77581 13.9025 52.4827 29.8847 51.3513 30.2288 126.195 6.4722 119.723 60.6186 59.1043 24.2859 58.0068 54.5794 17.7998 13.3456 23.8301 14.9098
internal_count=4633 2170 2463 1984 1022 88 1720 1444 277 242 223 198 44 154 1167 276 1151 900 1148 44 1104 590 514 389 563 553 135 74 173 137
is_linear=0
shrinkage=0.00239883


Tree=399
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 0 1 0 0 2 2 2 2 1 0 2 1 1 0 1 1 1 2 2 2 2 2 1 1 2
split_gain=0.71578 2.16971 1.90781 5.32924 3.01273 2.33411 1.81795 1.58973 1.67799 1.29001 1.26894 3.00188 2.94339 3.89071 2.69989 2.24796 1.85405 1.47234 2.23141 2.65219 1.74122 3.01836 1.54505 1.41528 1.99565 1.66491 1.59246 1.35222 1.25405 1.20244
threshold=0.5485614203000001 0.43540612555000008 41.489621506400006 40.806664626150003 0.40437412050000004 0.56579144335000009 0.43593006200000012 0.5541600551000001 0.55980359870000018 49.960114208400007 40.574766824850009 40.890797847750008 39.476991512000005 0.45107930900000009 0.57161462230000015 41.16018805045001 0.43837010870000009 0.44844465735000011 0.56685428580000019 0.43837010870000009 0.46097422230000007 0.46280051495000007 43.96654634930001 44.749265482150008 42.527280425250005 41.559097512700014 45.321989007550009 0.45107930900000009 0.49146732130000009 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=-1 2 3 4 -2 -6 -3 -8 -9 -4 12 27 13 -10 -15 -13 -14 18 -17 -20 22 -22 -19 24 25 -23 -25 -12 -16 -27
right_child=1 6 9 -5 5 -7 7 8 10 -11 11 15 16 14 28 17 -18 20 19 -21 21 23 -24 26 -26 29 -28 -29 -30 -31
leaf_value=0.0010771531901246896 0.015073714350553716 0.029704344537915661 -0.032989720689274228 0.022117268494763909 -0.034099994577817858 0.0091424294654501373 -0.027165634989799712 0.013387980066423817 -0.041431193131172057 0.0012117546473003327 0.030651068028342856 -0.03722564786029324 0.0045579185408538376 0.013197497405294278 -0.030397112075685011 0.0034293418809056594 -0.036949810052664303 0.020899528376469152 0.0071443842627076665 -0.037469613356255441 -0.032917434633363281 -0.035657923409366694 -1.7021353675952605e-05 0.035466470971323646 -0.031143386270312781 0.02856536547193347 0.0030721115763861738 0.0062521654269648503 0.0066777840678504414 -0.0059006762815676378
leaf_weight=392.01720268826466 1.8128937408328072 1.6642560842446972 3.9530027783475807 4.0541591048240653 5.4987581819295883 1.232915529515594 1.7371529862284649 7.192188774701207 1.663892538286748 1.1482169320806859 3.5564076453447333 1.3760648946044955 1.1483825668692578 8.663870884338392 2.0788546651601787 4.9753774106502515 3.5590239841258153 6.285841301083563 1.5675396062433717 3.4219322316348553 2.3059783782809999 0.76779946871102112 5.2116722818464041 1.339948278851806 2.3050405577523634 1.5863389057340103 14.190656240098177 3.7810589894652367 1.1395961266243828 1.6832546533551065
leaf_count=2955 6 7 80 11 97 17 13 30 54 28 13 33 5 43 151 19 109 25 9 57 68 30 32 4 145 36 228 39 215 74
internal_value=0.00052801 -0.00160548 -0.0106361 -0.00470221 -0.0174273 -0.0261801 0.000315646 -0.000284202 0.00030097 -0.0252914 -0.000995355 0.0011807 -0.00747511 -0.000751268 0.00494518 -0.00145629 -0.0268239 -0.000377858 -0.010031 -0.0234533 0.00231836 -0.00200882 0.0114183 0.00124974 -0.0100565 0.00198244 0.00586703 0.0180781 -0.0172696 0.0108215
internal_weight=492.919 100.902 17.6999 12.5987 8.54457 6.73167 83.2021 81.5379 79.8007 5.10122 72.6085 54.3549 18.2536 13.5462 11.8823 47.0174 4.70741 45.6414 9.96485 4.98947 35.6765 24.179 11.4975 21.873 6.34243 4.03739 15.5306 7.33747 3.21845 3.26959
internal_count=4633 1678 239 131 120 114 1439 1432 1419 108 1389 812 577 463 409 760 114 727 85 66 642 585 57 517 285 140 232 52 366 110
is_linear=0
shrinkage=0.0284045


Tree=400
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 2 0 0 2 0 1 2 2 2 0 0 2 0 1 1 0 0 0 1 1 0 0 2 2
split_gain=5.24465 6.29258 4.2336 5.02996 2.93434 3.9763 2.66889 4.03126 3.52145 2.7222 2.6522 2.90005 3.49074 3.14621 2.53101 3.32254 4.90797 3.10905 2.49477 2.44522 3.27914 3.20365 3.05951 3.05574 3.53089 5.24111 3.49416 3.15752 2.48063 2.3963
threshold=0.39078171310000004 0.47880302985000006 0.5380527529500001 0.54504356155000011 43.968221017800005 0.51017933595000009 42.154118731400011 0.47787491390000009 0.41973294215000007 41.243661560350013 0.47774018740000007 0.34518427590000006 47.74983977685001 42.720329370750001 40.300545846000013 0.52769378160000013 0.52889135055000014 40.467253020850002 0.47847369840000004 0.43540612555000008 0.4529056016000001 0.55980359870000018 0.56065686655000013 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 0.56915960600000015 42.081757894750005 47.927946529500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 14 -4 -3 -6 8 10 9 -1 11 -8 13 -13 15 -2 -17 -16 -10 28 21 -21 -22 -23 25 26 -25 -27 -5 -29
right_child=2 4 3 19 5 -7 7 -9 18 -11 -12 12 -14 -15 17 16 -18 -19 -20 20 22 23 -24 24 -26 27 -28 29 -30 -31
leaf_value=-0.0022418383851981714 -0.0026158170326285729 0.00054990115933890556 0.000622949013257023 -0.00037441012526079717 0.00037065352041164545 -0.0020118985631847495 -7.2230460064880931e-05 -0.0026521450813732964 0.00043159089066155528 0.0011630249279546878 0.0014461861350626634 2.6573485931244486e-05 0.0017807030371665385 -0.0021911428625565289 0.0019539041188162214 0.0013497565580895387 -0.0016619775282183614 -0.00050200240494348227 -0.00098519903669537544 0.00133352125884575 -0.0035195779000157849 -0.0016711043953931996 -0.00027904120022451226 -0.00022776066452103558 0.0014628399753261021 0.0012057866044593328 0.0022868036501169781 -0.0017437900098846056 -0.0018369118414440372 0.000634100942462788
leaf_weight=4.0193450795486561 5.4245747923851004 225.13256531953812 46.132981582544744 22.531104131601754 8.4805473871529085 4.4585227416828266 34.219245380256325 3.1416639164090148 62.540735841263086 1.2952450234442947 3.5049944072961798 3.8255974166095248 1.4941248297691334 8.8243175977841002 2.3345830664038685 3.4312190152704698 6.5976723544299603 27.258697440847754 5.6535500064492217 11.260567976161836 1.2438028622418631 3.7099615335464469 53.310157374944538 4.388359367847448 7.9837885685265055 2.5110363960266104 4.8567246720194817 9.7806173488497716 6.161262087058275 2.1580617995932689
leaf_count=217 83 922 173 173 38 62 313 35 318 33 10 24 4 161 7 18 55 407 33 35 16 19 1151 24 25 8 20 118 103 28
internal_value=0.000149086 0.000298927 -9.93834e-05 4.35995e-05 0.00049554 -0.000450322 -6.52839e-05 -0.000405527 0.000189335 -0.00141202 -0.00026945 -0.000393785 -0.00117174 -0.00152046 -0.000658115 -0.00132809 -0.000631563 -0.000308258 0.000314134 -0.000162159 -1.2946e-05 0.000384642 -0.000352924 8.27107e-05 0.000288105 -0.000107714 0.00109322 -0.000876082 -0.000688461 -0.00131396
internal_weight=587.666 366.59 221.075 176.028 238.072 12.9391 128.519 55.0099 73.5089 5.31459 51.8683 48.3633 14.144 12.6499 45.0467 15.4535 10.0289 29.5933 68.1943 129.895 101.203 46.6491 54.554 35.3885 31.6786 23.6948 9.24508 14.4497 28.6924 11.9387
internal_count=4633 2170 2463 1893 1022 100 1148 547 601 250 512 502 189 185 570 156 73 414 351 1720 1444 277 1167 242 223 198 44 154 276 146
is_linear=0
shrinkage=0.00204248


Tree=401
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 0 0 1 1 1 0 1 2 2 1 0 1 1 1 2 0 0 1 0 1 2 0 2 2
split_gain=0.643978 0.726921 1.00955 1.17869 0.854716 0.761617 0.765205 1.6283 0.684229 3.55704 2.44792 2.05103 1.08315 3.71114 3.12365 2.11453 5.50757 3.08603 3.30653 3.04923 2.2763 1.92099 2.61478 2.84124 1.08024 2.3705 3.65799 2.52426 2.12168 3.00914
threshold=32.724174661450007 35.119813570500007 0.34377713240000007 0.49820364660000011 0.30560462260000004 0.38723391515000005 0.5380527529500001 0.54450465555000005 0.37227927305000003 0.36880632320000012 0.37323732825000006 0.5116313883000001 0.37977904855000005 37.892416320650007 43.321682097200004 0.38334181610000007 0.5195503128500002 0.39900002995000006 0.39995808510000008 0.38906020780000011 37.041406607950009 0.52252926560000013 0.52366695610000014 0.39078171310000004 0.47938684470000009 0.3584174126500001 38.621016321050007 0.49820364660000011 41.257948413050009 41.32819714970001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 9 11 -10 24 13 -12 -15 -14 17 -17 -19 -18 -21 -22 -23 -24 -6 27 -27 28 -26 -30
right_child=1 4 3 5 8 6 7 -9 10 -11 12 -13 15 14 -16 16 19 18 -20 20 21 22 23 -25 25 26 -28 -29 29 -31
leaf_value=-0.014624639758983662 0.026954758863299778 -0.035315361327124657 -0.020510727833900108 0.017786279114695755 -0.0012459455484123546 -0.022695738510112577 0.033088312605371241 -0.0088494832001952978 -0.048326068107436025 0.021574143524582624 0.024273134825902144 -0.027693092172430229 0.017820245251591742 -0.038256062895864473 0.0055874771382827711 -0.06103572296584759 0.018368050189249779 0.052531734744174573 -0.037758792719029211 -0.019666506668361096 -0.019521201786294053 0.02001133946732727 -0.052314796605444899 6.794726057487154e-05 0.010649160506758168 0.0015933390813251875 -0.03506706652021805 0.024251783941459729 -0.028589495538740958 0.0020564542833887678
leaf_weight=3.2301671875757156 2.7074436247348777 0.78116378572303702 1.9587195711210359 5.2590711042284948 107.74695738777518 1.3553225994110105 1.713696703314781 2.9607849688327406 1.2656736932694901 10.196106242015956 2.6351153850555411 2.9012064635753623 7.5047460533678523 5.2680511847138387 2.9845087137073278 2.71146543562645 10.256661955267189 0.73947156406939063 1.3322166209109125 7.2126881884469176 5.7539969294448374 7.7640512709040186 1.2228784188628186 166.96428522508359 34.860540617257357 10.853545174002646 4.5199218168854705 7.5665657073259345 3.9873183891177169 64.880600839853287
leaf_count=241 19 137 24 20 920 10 5 103 17 45 10 33 30 42 26 37 38 3 54 154 35 38 11 1955 157 43 34 46 22 324
internal_value=0.00061349 0.000714382 0.00790251 0.00400876 0.000471355 0.00826311 -4.28093e-05 0.0065252 0.000530692 0.00177099 -0.000842149 0.000920161 -0.000571858 -0.011104 -0.0224002 -2.95856e-05 -0.000686381 -0.0369951 -0.00553035 0.00018557 -0.000801587 -5.27543e-05 0.000583907 -0.000312924 0.00127429 0.00341805 -0.00918511 0.00515896 0.00376622 0.000282113
internal_weight=491.095 487.865 15.955 13.2476 471.91 11.2889 6.0298 4.67448 471.129 247.513 223.616 237.317 222.35 10.8877 8.25256 211.462 203.958 4.78315 2.07169 199.175 188.918 181.705 175.951 168.187 234.415 126.668 15.3735 111.295 103.728 68.8679
internal_count=4633 4392 181 162 4211 138 118 108 4074 1624 2450 1579 2433 78 68 2355 2325 94 57 2231 2193 2039 2004 1966 1546 626 77 549 503 346
is_linear=0
shrinkage=0.0342406


Tree=402
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 0 1 0 1 1 2 2 0 0 0 0 2 1 0 1 2 0 1 2 2 2 2 2 2 2
split_gain=0.618586 0.706369 1.33878 1.17956 1.44453 1.61952 0.619269 0.594534 1.04472 1.89605 0.61242 1.41501 1.61993 1.25092 0.958818 1.48834 0.839329 0.830076 3.28584 2.13553 2.08503 2.01847 2.32216 2.62815 2.37598 1.65668 1.31054 1.70795 1.18186 1.53705
threshold=49.292797572200008 0.66718062335000017 0.61686775845000008 0.61400856260000014 0.58035687555000015 0.57927906350000014 0.3975479776000001 0.66505493850000008 0.57854555250000017 0.58454836680000011 47.74983977685001 45.700098835450007 0.58984760935000013 0.58887458460000019 0.53447501570000011 0.52889135055000014 47.079243513300007 0.4529056016000001 0.56065686655000013 0.45824975300000009 37.817254840650008 0.56345618395000019 0.46097422230000007 44.749265482150008 42.546237522150008 42.498713093000006 41.808689985400001 41.772405911750006 40.767054867700004 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=7 2 3 4 5 6 -2 10 -9 -10 11 17 14 -12 15 16 -13 -1 -19 20 -20 -21 -23 24 25 26 27 28 29 -24
right_child=1 -3 -4 -5 -6 -7 -8 8 9 -11 13 12 -14 -15 -16 -17 -18 18 19 21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0011088677893637321 -0.0067451571215954489 0.020346058481881587 -0.040840675631314459 0.031399198636641763 -0.036327287614628369 0.021509065018082505 -0.035240948878343781 -0.03910114829103932 0.040935927774265919 -0.036049668650888572 0.0015353973746646064 -0.034730586910864766 0.005761548557423047 0.017557495394963377 -0.039705537861773763 0.034052378808122785 -0.0029557660267344752 -0.05855980952643125 0.01157137447332547 0.025482581560279344 -0.037292655091597404 0.022080357771782678 -0.0073938310378081741 0.028733483395067792 -0.034221815453978788 0.04585687536456072 -0.039036621608379958 0.042932613286314855 -0.03451332458280848 0.044461765142391314
leaf_weight=410.79541502875509 4.2618166760657843 0.89924507169053036 1.183096626307816 0.82027648389339525 1.5438217115588484 2.0392895191907883 0.93907587649300683 1.0350461479829385 0.66780791804194428 0.62480995064834133 20.093477206304673 1.9061511405743647 3.4104048768058419 6.509838890284299 1.9866926567628977 0.58618676103651512 1.4980317726731298 1.0951815648004437 1.2478282973170305 3.0886451601982143 2.9982215575873852 3.2388628183398422 4.9372678846993914 1.7704429775476445 3.6621767068281761 0.62576848268508989 1.1638290813425554 0.74224692210555065 1.3438313448568804 0.65304989367723454
leaf_count=3013 59 40 29 5 75 18 88 122 8 81 115 105 23 30 31 4 28 15 20 10 54 23 288 5 189 1 66 4 82 2
internal_value=0.00051772 -0.00670224 -0.00895701 -0.00502944 -0.00843126 -0.002483 -0.0118904 0.000695101 -0.0153194 0.00372356 0.000773851 0.000495035 -0.0117073 0.00545601 -0.0216747 -0.0126977 -0.0207479 0.000756944 -0.00468465 -0.00236828 -0.0229325 0.00174537 -0.00229686 -0.00759632 -0.0124957 -0.00409035 -0.00762594 -0.00286372 -0.00776586 -0.00133616
internal_weight=487.368 11.6866 10.7874 9.60428 8.784 7.24018 5.20089 475.681 2.32766 1.29262 473.354 446.75 9.38747 26.6033 5.97706 3.99037 3.40418 437.363 26.5674 25.4722 4.24605 21.2261 18.1375 14.8986 13.1282 9.46599 8.84023 7.6764 6.93415 5.59032
internal_count=4633 314 274 245 240 165 147 4319 211 89 4108 3963 191 145 168 137 133 3772 759 744 74 670 660 637 632 443 442 376 372 290
is_linear=0
shrinkage=0.0317651


Tree=403
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 1 0 0 0 1 1 0 2 1 2 0 2 0 1 0 1 1 2 0 2 2 1 0 0
split_gain=3.35896 3.85986 2.88675 2.43333 2.33759 2.07961 2.70251 2.90862 2.54646 3.67484 2.83858 5.00803 3.81623 2.83771 2.16844 3.08922 4.87438 2.052 3.55208 2.61969 1.98509 1.97019 6.54322 3.51348 2.84259 2.52156 1.99485 2.47153 3.46595 3.25832
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 0.54504356155000011 44.279556297950009 0.43540612555000008 0.4529056016000001 0.56065686655000013 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 40.806664626150003 0.44922307715000004 41.11191809080001 0.56915960600000015 40.330620469300008 0.54284302865000023 0.41861022125000008 0.51017933595000009 0.46280051495000007 0.46551001470000003 44.749265482150008 0.58249753000000004 37.817254840650008 46.095286511800005 0.48616807880000007 0.61400856260000014 0.62071494865000021
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -3 -5 8 -8 -7 -10 11 12 -11 -13 15 -15 -17 -4 19 -19 -6 24 -23 -24 25 -9 -25 -28 -29 -30
right_child=2 4 3 5 20 6 7 21 9 10 -12 13 -14 14 -16 16 -18 18 -20 -21 -22 22 23 26 -26 -27 27 28 29 -31
leaf_value=-6.2363037436782961e-05 -0.00084013701459908141 0.00053172956311453828 -0.00015797298105204677 -0.0007751903629225807 0.00021388133114792591 0.0014684923219021346 -0.0041490413502010904 0.00078030580026160429 -0.0022260191671140558 -0.00034214815587604451 0.0016766211362092662 -0.0032577121422098947 0.0028762965961981212 0.0017536481185950687 0.0014408300990195141 0.0016261515977452538 -0.0032327280676580357 0.00067908851164169949 0.0018940622238073817 -0.0012720129312659917 -0.0020218766620306769 0.0030486639274107711 -0.0012485829732975383 0.0021588180352864893 4.4200572951141843e-05 -0.0028910818626763932 0.0016103478265045404 -0.0029242167679735804 0.0023690974219451148 -0.00077986027430537784
leaf_weight=121.92577547859401 27.753976639360189 222.15287766605616 22.523267950862646 27.843878091778606 6.004589915275572 10.933921089395879 1.2185244113206852 1.4141317997127751 3.6758661419153205 4.2055126242339664 7.6911463327705851 2.7091970932669929 4.7825411939993501 1.8113287463784198 2.7766210064291945 1.7286937087774275 4.5674423696473241 19.050377951003615 11.883020388893781 5.3547257985919705 4.0317266331985593 3.8280412890017024 14.941549202369059 3.0750541016459492 6.9002708056941628 5.7827009037137032 4.2969365268945721 2.8866054825484744 2.8420940041542035 6.7031286275014281
leaf_count=1148 479 934 108 276 29 35 16 14 19 24 25 68 20 7 9 5 65 84 41 31 59 12 714 11 70 109 20 72 14 115
internal_value=0.000145572 0.000292713 -9.88446e-05 1.21094e-05 0.000479169 -0.000180305 -1.26051e-05 -0.000384646 0.000434095 0.000100941 0.000383495 -5.69406e-05 0.00137039 -0.00100071 -0.000438908 -0.00108267 -0.00189865 0.000426358 0.00078904 0.000250997 -0.000684253 -0.000297557 -9.40218e-06 -0.000346322 -0.00108603 -0.00216968 0.000334414 -9.44715e-07 -0.000557872 0.000157743
internal_weight=567.296 354.115 213.181 185.427 232.189 126.615 98.7713 53.889 44.8823 33.9483 30.2725 22.5813 8.98805 13.5933 10.8841 8.10746 6.29614 58.8114 36.2881 24.4051 10.0363 52.6705 38.5734 34.7454 14.0971 7.19683 19.8038 16.7288 12.4318 9.54522
internal_count=4633 2170 2463 1984 1022 1720 1444 1167 277 242 223 198 44 154 86 77 70 264 156 115 88 1151 958 946 193 123 232 221 201 129
is_linear=0
shrinkage=0.00246454


Tree=404
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 1 0 1 1 2 2 1 1 1 1 0 2 2 2 2 2 1 0 2 2 2 1 1 2
split_gain=0.61425 1.1433 0.932946 0.955587 1.54869 2.86248 1.55167 0.803055 3.96801 3.71883 2.7769 1.969 0.835425 1.67654 1.93851 1.92457 3.53524 1.06863 1.8226 1.07343 2.70772 0.778955 0.812958 1.27363 4.19698 6.14982 4.27508 2.84029 4.86859 2.33254
threshold=0.63013083440000017 0.47634801355000006 0.68131193680000013 0.66011496660000013 0.48250052395000009 0.51869704500000013 0.5225142959500001 0.60710757165000018 0.45824975300000009 0.48616807880000007 43.477771593600004 37.500638522700008 0.4830394299500001 0.46551001470000003 0.46280051495000007 0.45420795785000007 0.58249753000000004 42.123054668150012 41.741384785950011 39.032633164100012 38.911218973650008 49.292797572200008 0.44618424600000006 0.55131582885000008 40.00488309970001 41.243661560350013 41.835830569250014 0.43584024430000007 0.43694799560000003 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=7 -2 3 4 -3 -6 -7 9 -9 12 11 -10 13 14 15 21 -17 18 19 20 -15 22 23 -1 29 -26 -27 -28 -29 -25
right_child=1 2 -4 -5 5 6 -8 8 10 -11 -12 -13 -14 17 -16 16 -18 -19 -20 -21 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=0.0011398350352818884 -0.036776990149153657 0.029962637028236001 -0.031373938938541929 0.01342188461748642 -0.040700290574874683 0.046445598067877771 -0.031010124156216234 -0.052706119248988437 0.025969775792009504 -0.034322680010579754 0.02636915300568253 -0.032490592101232507 0.016684739515991719 -0.037871520069579577 0.023386352038447498 -0.033907805267913128 0.0072044438836501483 -0.041511968976877985 0.032310599901007778 -0.034995888599290807 0.044894124874818336 -0.010664104790762685 0.0066743818669328858 0.0025691016045748388 0.018791740867424293 -0.050107008038768615 -0.033577308454010857 0.025871440845221656 -0.019881965208334049 -0.032571731232964876
leaf_weight=389.11346310132649 1.0454509255359861 0.71574391424655948 0.93369341744983092 2.8995069870579755 1.9239233698172031 0.69892856921069302 0.34595448270556517 0.83585145382676174 0.78569409111514543 2.7367585549363858 5.996125717414543 1.498879045480862 2.888430912513285 0.77062919619493164 3.3564289659261695 3.9539699708111575 3.5530893568648025 1.1772156991064546 0.76779121160507191 1.7203979631885884 0.65364974737167358 5.2205890727927899 21.193798688706011 2.3208561004139501 10.261250734329225 2.2106970548629752 2.3327027400955549 4.3066337555646879 4.0263428241014481 6.2179052596911788
leaf_count=2878 32 3 179 83 74 4 88 26 35 147 97 89 20 58 9 115 44 20 2 42 1 152 128 42 41 18 55 12 34 105
internal_value=0.000472445 -0.00746799 -0.00339216 0.000575974 -0.00953294 -0.0190549 0.0208005 0.000614725 0.00940741 0.000443731 0.0156771 -0.0123853 0.00064789 0.000547878 0.000737579 0.000570398 -0.0144494 -0.0165251 -0.00900683 -0.0190947 0.000112432 0.00082253 0.000958207 0.000670302 -0.00509745 0.00151687 -0.0122496 -0.00440278 0.00376423 -0.0230204
internal_weight=486.462 8.5632 7.51775 6.58406 3.68455 2.96881 1.04488 477.899 9.11655 468.783 8.2807 2.28457 466.046 463.157 458.068 454.711 7.50706 5.08968 3.91247 3.14468 1.42428 447.204 441.984 420.79 31.6764 23.1376 12.8764 10.6657 8.33298 8.53876
internal_count=4633 463 431 252 169 166 92 4170 247 3923 221 124 3776 3756 3633 3624 159 123 103 101 59 3465 3313 3185 307 160 119 101 46 147
is_linear=0
shrinkage=0.0299121


Tree=405
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 0 1 2 2 0 1 1 2 2 2 1 2 2 2 1 0 1 2 1 2 2 2 2 0 1
split_gain=4.9152 4.90353 4.42716 3.30357 2.4055 3.40061 3.3194 3.20065 3.23289 3.07871 2.29223 2.70749 2.65055 2.09444 3.06323 3.32717 3.09996 2.44561 2.02826 3.10692 2.13024 1.82379 2.36063 2.3479 2.09109 1.72804 1.61454 2.43033 1.60532 5.36522
threshold=0.39170982905000007 0.47736594710000008 0.39394030120000006 0.50634711535000021 0.53634621715000008 0.54504356155000011 0.39563186730000005 43.61821939175001 44.202975721700007 0.53146612375000013 0.43540612555000008 0.43593006200000012 42.081757894750005 42.620627117000005 40.636252116050009 0.41917906650000009 40.00488309970001 39.571921479100006 40.806664626150003 0.43075057630000008 0.55131582885000008 0.40115565405000009 40.467253020850002 0.39900002995000006 36.772607578000013 49.960114208400007 48.109449608500007 48.914776625700007 0.50730517050000012 0.37644082515000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 -9 -10 12 -12 18 14 16 -16 17 -6 19 20 -7 22 23 24 -8 -14 -5 -28 -3 -30
right_child=2 28 3 26 5 10 7 8 9 -11 11 -13 25 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.00011268793197138932 -0.0021039158646754142 0.0004642186379760668 0.00069971825360494791 -0.0019548266235781203 8.3684654947193275e-05 0.00054911119599922512 0.0004974972473520701 0.00099328211310254107 -0.0020159180037911859 0.00031169368808944955 0.0022414877365328342 1.1894572057048656e-05 -0.0022218812934918361 -0.00047539388557754674 0.00035411643266300977 0.0019464012948330253 -0.001125364542479689 0.0016214247848291476 0.00045723799868627516 -0.0024071713576267126 -0.0010590432941243104 -0.0024760663542047309 -0.0023079562330884183 0.0011911168687769869 -0.0021552699804118351 2.9478920262335287e-05 0.00078171992248613127 -0.0020002117632693236 -0.00094218180031093541 0.00040215146516339706
leaf_weight=93.983727421378717 3.8182404714170834 211.14553147926927 6.8988026399165383 4.5882954151602444 11.52549240738154 5.9004463292658382 1.7039400860667244 5.55243938229978 4.0964435464702529 3.9522613734006882 1.9671603888273228 96.716474268701859 4.5942409280687562 6.580752369016408 8.4790400266647357 10.273895069956778 4.916643612086772 5.3652393370866767 8.9078716561198217 2.9487609267234793 5.7642059465870261 3.9525083545595399 3.161256555467844 2.3294829726219177 2.7485207878053188 1.6367681850679217 2.6725277453660965 1.9032441414892671 13.247522480785845 50.832200292497873
leaf_count=993 91 899 30 468 51 29 12 46 172 18 7 883 72 33 30 29 22 13 36 41 67 53 51 14 50 26 15 71 102 209
internal_value=0.000125154 0.000258356 -9.54262e-05 -6.04303e-05 -1.21704e-05 7.69607e-05 -0.000467151 -0.000759912 -0.000111098 -0.00087296 -8.16714e-05 5.63393e-05 -0.000539431 0.000509154 0.000668893 0.00122646 0.000189423 0.000572139 -0.000250399 -0.000681751 -0.000245575 -0.00139497 -0.000965228 -0.000339344 -0.00114007 -0.00163049 -0.00116619 -0.000375395 0.00038506 0.000124231
internal_weight=592.164 369.209 222.955 219.137 209.973 175.577 34.3957 27.4969 13.6011 8.0487 128.436 98.6836 29.7523 47.1411 40.5603 18.7529 21.8074 16.8907 23.5213 14.6134 11.6647 13.8957 9.9432 6.78194 4.45246 6.23101 9.16407 4.57577 275.225 64.0797
internal_count=4633 2203 2430 2339 1785 1339 446 416 236 190 1161 890 271 178 145 59 86 64 173 137 96 180 127 76 62 98 554 86 1210 311
is_linear=0
shrinkage=0.00188144


Tree=406
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 1 2 1 1 2 2 0 1 1 2 2 1 2 0 1 0 2 0 2 2 0 2 0 0 0
split_gain=0.615767 1.20164 0.569974 2.25645 1.36842 1.23747 2.72368 4.33927 2.16029 2.93924 2.55703 1.57145 2.03697 1.47778 2.21709 2.33646 2.82456 5.11075 4.89789 4.26136 1.93857 1.33038 1.23874 1.1656 2.88524 2.33855 2.08632 1.99096 2.10376 1.46279
threshold=0.39587138110000003 0.3733870243500001 0.52324780695000006 0.37644082515000005 0.52252926560000013 0.38906020780000011 33.96174662340001 0.39019789825000006 0.39048232090000007 40.300545846000013 42.686561923500008 0.5206281249000001 0.38512319990000005 0.37977904855000005 33.96174662340001 38.621016321050007 0.37227927305000003 47.079243513300007 0.50291907430000016 0.36265381275000008 0.5054040298000001 40.099856909850011 0.49877249185000011 38.238138001450004 37.995872310650007 0.52863686715000002 38.324118171300007 0.5296248615500001 0.54191491270000014 0.52366695610000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -7 -8 -9 -10 -11 12 13 14 -2 -16 18 21 19 22 -20 -18 -17 24 25 -5 -25 -27 -29 -28
right_child=2 -3 3 23 -6 6 7 8 9 10 -12 -13 -14 -15 15 16 17 -19 20 -21 -22 -23 -24 26 -26 27 29 28 -30 -31
leaf_value=0.0055196265520309606 -0.02079077713193973 -0.032882284162704133 -0.036504176908278466 -0.022561440878507692 0.01287946695481946 0.031704448607748167 -0.041944532346849459 0.022877614997489748 -0.045564330561611077 0.023245978051501179 -0.029525606556574491 0.01965978274514834 -0.016849600180629917 0.012699500633127339 0.0078387808193056425 0.0001423010564678956 -0.0113708626144737 0.020408312965031906 0.026806808916952266 -0.026641009436532258 0.005776155207602952 -0.037814617623898941 0.015866970774100705 0.03027466015797866 -0.036033774617592162 0.024334039138195013 0.027595675828458444 -0.022709408501452741 0.0020357133480926625 -0.00015967366086405604
leaf_weight=1.1877120658755296 3.2976925764232865 1.140957534778863 1.2473142966628064 3.6776759903878036 7.0031960728811091 1.0712409242987622 2.6475743241608125 1.8797027468681333 1.2656596032902596 1.7531560501083734 1.047595632378943 3.2723189759999505 4.476397104561328 7.9204450082033864 33.587134358473122 198.89231802546419 2.1395954489707938 2.1017092429101467 6.7413598075509054 4.2413016525097182 5.8436923651024699 3.7230104021728039 3.6433741375803939 1.6512995802331705 2.0730187233129973 2.2489711195230511 1.3679132151883084 3.0002730954438475 13.46882793442637 157.09725861161132
leaf_count=18 69 170 18 40 35 4 20 6 23 11 57 16 23 30 239 1280 19 11 34 33 34 43 22 10 47 7 8 38 439 1829
internal_value=0.000413337 -0.0132958 0.000479517 -0.00068092 0.00120671 0.000924379 -0.00847715 -0.013486 -0.000814462 -0.0117661 0.00350725 0.00124904 0.00103123 0.00132536 0.000984392 0.00125961 0.000287546 -0.0153461 0.000855151 -0.000129998 0.0170415 -0.0281638 0.000425169 -0.000438848 -0.00587122 -0.00307928 0.00039132 0.000748517 -0.00247225 7.99178e-05
internal_weight=484.71 2.32867 482.381 185.833 296.548 289.545 9.66493 8.59369 5.94611 4.06641 2.80075 279.88 276.608 272.132 264.211 260.913 227.326 7.96432 219.362 206.777 12.5851 5.86261 202.536 184.585 24.4688 22.3957 160.116 18.7181 16.4691 158.465
internal_count=4633 188 4445 2436 2009 1974 121 117 97 91 68 1853 1837 1814 1784 1715 1476 73 1403 1335 68 62 1302 2418 571 524 1847 484 477 1837
is_linear=0
shrinkage=0.026724


Tree=407
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 1 0 1 1 2 1 2 1 1 1 1 0 2 2 2 2 0 0 0 2 0 0 1 1
split_gain=0.536748 1.03293 0.858429 0.806586 1.34051 2.51893 1.35399 0.692898 3.40679 3.35252 2.4323 1.4095 1.87635 0.707838 1.46476 1.68296 1.67863 3.25287 0.982741 1.5805 1.00102 2.3357 0.7114 0.676018 1.24761 3.89652 1.75302 1.623 1.70346 4.40756
threshold=0.63013083440000017 0.47634801355000006 0.68131193680000013 0.66011496660000013 0.48250052395000009 0.51869704500000013 0.5225142959500001 0.60710757165000018 0.45824975300000009 0.48616807880000007 44.749265482150008 0.46280051495000007 37.500638522700008 0.4830394299500001 0.46551001470000003 0.46280051495000007 0.45420795785000007 0.58249753000000004 42.123054668150012 41.741384785950011 39.032633164100012 38.911218973650008 0.58634472020000017 0.58887458460000019 0.57212358910000016 40.94178426300001 0.56748300950000019 0.56065686655000013 0.43584024430000007 0.42991227810000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 -3 -6 -7 9 -9 13 11 -10 -13 14 15 16 23 -18 19 20 21 -16 -19 24 26 -26 27 28 29 -1
right_child=1 2 -4 -5 5 6 -8 8 10 -11 -12 12 -14 -15 18 -17 17 22 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0011407254926959379 -0.047328084442577217 0.036377515015170642 -0.040928127297458143 0.01584343353494547 -0.051849305609737571 0.057378887405213026 -0.040479481086045245 -0.06547080954707446 0.043435114591633621 -0.044449711494201655 0.037293398241888043 0.030562701691157962 -0.042156192662330484 0.020187427485603492 -0.048059766340085644 0.029018919646181307 -0.043955755734487179 0.026510280010419825 -0.053657915970373268 0.039330923640728419 -0.045252760712718484 0.056196097673151521 -0.0084891934216498773 0.017124950261211122 0.0099591132512989941 -0.047335912822231777 0.016315703485356946 -0.013735972838618113 0.015470905077430314 -0.034409899722230214
leaf_weight=391.88649927132064 0.96990800159983148 0.70089276880025897 0.86484681515139517 2.9182968792592874 1.7992737364838833 0.67338515771552909 0.32000242549111135 0.79921125143300553 0.67949669063091311 2.5300557708251281 4.7246824065223336 0.78292053868062828 1.7866482840618116 2.8598843850195399 0.70297608315013327 3.2346526235342017 3.6669480833224943 1.7395352525636556 1.0887506436556575 0.75245188176631916 1.5932841254398225 0.62084245681762695 1.8265139879658816 3.9387016752734771 4.159812433179467 3.2389757982455194 11.310122495517133 11.635042287409304 12.27407542261062 5.4243996522272928
leaf_count=2981 32 3 179 83 74 4 88 26 3 147 34 35 149 20 58 9 115 12 20 2 42 1 32 37 62 65 59 93 83 85
internal_value=0.000548518 -0.00935832 -0.00429735 0.000643503 -0.0120536 -0.0242086 0.0258555 0.000721147 0.0116264 0.000515173 0.0193539 -0.00673305 -0.0199995 0.000761439 0.000640427 0.000866844 0.000664977 -0.0180525 -0.0209785 -0.0112825 -0.024338 0.000833994 0.00858371 0.000969985 0.000825349 -0.015123 0.00109816 0.000689555 0.00109934 0.000655361
internal_weight=481.503 8.24661 7.2767 6.41185 3.49355 2.79266 0.993388 473.256 8.77296 464.484 7.97375 3.24907 2.56957 461.953 459.094 454.335 451.101 7.233 4.75831 3.66955 2.9171 1.32382 3.56605 443.868 439.929 7.39879 432.53 421.22 409.585 397.311
internal_count=4633 463 431 252 169 166 92 4170 247 3923 221 187 184 3776 3756 3633 3624 159 123 103 101 59 44 3465 3428 127 3301 3242 3149 3066
is_linear=0
shrinkage=0.0391687


Tree=408
num_leaves=31
num_cat=0
split_feature=0 0 0 0 2 0 1 2 1 1 2 0 0 2 2 0 2 0 0 2 2 2 2 2 0 0 0 1 0 2
split_gain=0.526568 1.08952 0.516724 0.77416 0.47455 2.0774 2.01884 1.85447 1.60772 1.60688 1.34839 3.08142 1.27584 1.07952 2.42729 2.78262 3.65683 1.59555 3.0704 1.53678 1.5721 1.42934 1.32027 2.24859 3.47892 1.30746 2.31214 1.01154 3.23304 4.62147
threshold=0.39587138110000003 0.3733870243500001 0.39614083410000006 0.39672464895000009 42.154118731400011 0.57927906350000014 0.47447681205000009 42.027798546600003 0.35027394390000005 0.47941678395000004 42.477827694800006 0.49067393190000008 0.47774018740000007 42.720329370750001 42.684965421050009 0.49588335680000006 42.580420142950011 0.5261668812000001 0.56579144335000009 42.982930821650008 42.91168285345001 42.686561923500008 43.067541470150012 43.157831852650006 0.50386215985000016 0.47943175355000006 0.48149755995000004 0.32467590790000006 0.47396784530000008 39.065416244600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 -4 5 7 -7 27 -9 -8 11 12 -6 14 15 16 -12 -17 -19 20 25 -16 -21 24 -24 -15 -27 -5 29 -29
right_child=2 -3 3 4 10 6 9 8 -10 -11 13 -13 -14 19 21 17 -18 18 -20 22 -22 -23 23 -25 -26 26 -28 28 -30 -31
leaf_value=0.0056374672086939087 0.012101523525392982 -0.037633393911736313 -0.01392916317883776 0.012246505659438855 -0.0083318913418456812 -0.03315767999867604 0.024782217432266423 -0.00083658642827416315 0.022993316498185309 -0.015749096823719683 0.001212542375199122 0.0026380010096252993 -0.032384964936091346 -0.024653749169585317 0.031844121773151761 0.032139356113984587 -0.042094832096834137 -0.019683144689425516 0.020936997376601173 0.013877701186736308 -0.030830202406681519 0.0042424170223523735 -0.046223726091328771 0.00043719268902553518 0.0027587937288996106 0.019003374813527308 -0.014020427328581159 -0.0013925526595243772 0.0015436494931666495 -0.041432360372397975
leaf_weight=1.1928761973977082 3.6243605762720099 1.0466432347311636 3.6000621700659385 7.6180566754192105 3.6534860581159609 3.2738335909089065 1.5120980330975728 4.4094274472445232 7.047953313216567 2.4645147450792138 5.591696783434605 10.611123317852615 5.0099067026749253 2.558782221749424 4.4796969890594474 2.5390506386756879 2.8050784468650818 3.1037123668938875 4.1891171474708244 6.3485201089642933 2.9502492052270091 3.0019816178828478 2.5702805756591252 96.327827979286667 3.023076876765117 3.6610595434904081 4.5626361223985441 8.3987815581494925 263.21728098613676 4.1149150878190985
leaf_count=18 18 170 24 74 35 180 15 23 32 419 29 99 38 31 56 7 30 30 35 36 39 18 44 1267 29 10 40 141 1523 123
internal_value=0.000388443 -0.0145852 0.000458852 0.000369573 0.00047932 0.00121135 -0.0151568 0.00161391 0.0138223 -0.000337156 -0.000844821 -0.00854465 -0.0222414 0.000159902 0.00592403 -0.000168908 -0.013255 0.0110071 0.00364971 -0.00105481 -0.0108091 0.0207691 0.000182404 -0.000670656 -0.0197498 -0.00533098 0.000681248 0.00112026 0.000812853 -0.014559
internal_weight=478.508 2.23952 476.269 472.644 469.044 302.057 7.25045 294.806 11.4574 3.97661 166.987 19.2745 8.66339 147.713 25.7103 18.2287 8.39678 9.83188 7.29283 122.002 13.7327 7.48168 108.27 101.921 5.59336 10.7825 8.2237 283.349 275.731 12.5137
internal_count=4633 188 4445 4427 4403 2530 614 1916 55 434 1873 172 73 1701 205 131 59 72 65 1496 120 74 1376 1340 73 81 50 1861 1787 264
is_linear=0
shrinkage=0.0309526


Tree=409
num_leaves=31
num_cat=0
split_feature=1 0 0 1 1 0 2 1 0 2 2 1 2 0 0 0 0 2 2 2 1 0 0 2 2 1 0 1 0 2
split_gain=2.36559 1.85448 3.38141 3.82009 3.89055 2.58815 2.81888 5.68226 7.6247 3.60585 2.77949 2.5384 3.11834 2.89513 6.94032 2.44267 3.44249 4.10987 3.63109 4.51285 3.75519 6.53113 3.38812 3.39541 3.11235 3.04964 2.79173 3.75554 2.78173 3.42038
threshold=0.50634711535000021 0.47721625100000004 0.50730517050000012 0.37644082515000005 0.36994401365000007 0.50291907430000016 38.621016321050007 0.35585760905000008 0.47976108500000009 37.041406607950009 40.636252116050009 0.3447651268000001 40.408647214050006 0.47568935060000012 0.47396784530000008 0.47938684470000009 0.47943175355000006 41.257948413050009 42.684965421050009 42.720329370750001 0.34569324270000007 0.48185683060000012 0.47787491390000009 40.518963363600001 42.283941020600004 0.34566330350000002 0.48458129995000004 0.34545372890000009 0.48149755995000004 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=1 11 5 4 -4 6 9 15 -9 -3 -10 13 -13 14 -1 22 -17 26 20 -20 21 -19 -8 -24 -22 -25 27 -18 -21 -30
right_child=-2 2 3 -5 -6 -7 7 8 10 -11 -12 12 -14 -15 -16 16 17 18 19 28 24 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=-0.00011602641988097317 -0.0013802711739488943 0.00042749432432712256 0.00012218244528432634 9.0123795783802452e-05 -0.0025902405635060939 0.001393705330998241 0.00063852423203348229 0.0021977706097952854 -0.0040132196761632514 0.0024079250712124504 -0.0013444184928253166 -0.0030584553162007612 -0.00047713490798741241 -0.0025682029599946457 0.0023833884744876603 0.0026551341816744862 0.0013143639386162919 -0.0036820629348527701 0.0025389295826564466 0.0011764882024221837 0.00089839891979595589 -0.00030150233973389752 0.00033875836712164774 -0.0024486122438803172 -0.0011193810920559454 0.00015553665489737893 0.0020441165625780804 -0.00076102640842780789 -0.0017649230270530369 0.00054900266616317718
leaf_weight=43.965984457172453 6.0566361960954955 14.845164231956007 6.0260791573673469 240.07719245966291 6.5193244926631451 15.632859446108339 17.965364776551723 2.8835232853889456 3.5755481515079719 8.5973523706197721 6.5339830070734024 3.0701521786395487 28.478680716827512 2.2394363209605208 7.7367081046104422 4.4749730825424185 15.954632841050627 4.6361632570624378 6.5531581640243521 11.997056797146799 15.435600087046625 12.533340677618979 9.0212183594703692 8.4308732505887729 6.405409447848796 3.8925365656614295 13.088897995650767 7.6338310763239852 6.3152323067188254 9.4343778416514379
leaf_count=521 554 61 42 2039 60 70 68 9 31 30 69 88 334 14 23 22 53 33 56 39 53 52 32 66 30 24 62 31 34 33
internal_value=0.000132169 0.00014901 0.000210367 2.17175e-05 -0.00128735 0.00044189 0.000363662 0.000252591 -0.00129273 0.0011538 -0.00228832 -0.000180031 -0.000728334 0.000140651 0.000257982 0.000383164 0.000562902 0.000477777 0.000145051 0.000722628 -0.00036278 -0.00121433 -0.000140198 -0.000795633 0.000306636 -0.00162605 0.00114283 0.000642714 0.000293657 -0.000378828
internal_weight=550.011 543.955 458.464 252.623 12.5454 205.841 190.208 166.766 12.9931 23.4425 10.1095 85.491 31.5488 53.9421 51.7027 153.773 114.463 109.988 73.3103 34.2998 39.0105 17.1695 39.31 21.3446 21.841 12.3234 36.6774 23.5885 27.7467 15.7496
internal_count=4633 4079 3099 2141 102 958 888 797 109 91 100 980 422 558 544 688 498 476 330 162 168 85 190 122 83 90 146 84 106 67
is_linear=0
shrinkage=0.00243348


Tree=410
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 1 0 2 0 2 1 0 0 1 2 1 2 1 1 2 2 0 1 2 0 2 2 0 0 1
split_gain=3.96069 3.87861 5.13971 4.24581 4.75268 3.79404 3.43524 3.26388 3.13283 2.95787 2.81554 2.6396 4.6316 2.41879 2.15794 2.5518 2.65005 3.31283 3.48365 2.22052 3.58398 2.14514 3.73526 3.37629 1.8841 3.18423 1.82076 1.70711 3.42667 2.53464
threshold=0.5485614203000001 0.47673722340000008 0.3447651268000001 44.578137159850009 45.044778924400006 0.35696536035000009 0.47396784530000008 49.064150740050003 0.45995628875000011 48.109449608500007 0.43540612555000008 0.51017933595000009 0.53146612375000013 0.4529056016000001 44.749265482150008 0.49284452560000008 43.521589032450009 0.45824975300000009 0.46551001470000003 46.095286511800005 47.74983977685001 0.61797550970000004 0.50214065445000011 50.189067467950004 0.58035687555000015 52.834037000700008 37.892416320650007 0.55980359870000018 0.56300709560000006 0.45107930900000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 -4 -1 11 9 -7 -2 -6 -13 27 15 16 17 26 -19 -16 -21 23 -23 -22 -25 -26 -15 -12 -29 -30
right_child=10 3 5 4 7 8 -8 -9 -10 -11 13 12 -14 14 19 -17 -18 18 -20 20 21 22 -24 24 25 -27 -28 28 29 -31
leaf_value=-0.00011680668439388611 -0.0010030988810938782 0.00040093746311293952 -0.0019966858188245735 -0.0030476261781288544 0.001291524298280699 -0.0024667198491957606 0.00136706545931186 -0.0029593894577829333 0.0012588755396325227 0.0023620220713522345 0.0011746237883779589 -0.0027635075651895541 0.00048840937885911984 0.00020832764799499304 0.0017720000358394216 -0.002383488734346486 -0.0024977381233044194 0.0013410295592724861 -0.00067902005763407916 -0.0029607397219176541 0.0019916434004013635 -0.0037453315557843701 0.00014380070317915024 0.0011304946509858717 -0.0028243318188360105 0.001526046853445911 -0.0027652777488518842 -0.0019819257549035761 -4.5042871894095042e-05 0.0014893307691940959
leaf_weight=48.016635375563055 20.137913322076201 350.82951905112714 12.320415572961794 3.5371845429763225 6.51923451479525 3.245567253790794 9.7583182491362077 1.9527736429590721 4.6082611121237278 0.82758846879005421 9.8264346811920387 3.3566068997606617 7.0769923441112041 1.52960317954422 3.6146145574748543 4.4419703401508732 3.0896772108972064 7.9242519577965167 10.086805441183968 2.1373846959322718 5.7453079372644442 1.7536261118948449 4.7909913845360279 2.5238383673131466 2.6535268723964696 1.3046103734523056 3.565570879727602 3.6793925911188117 21.560539278667424 7.5584833920001975
leaf_count=521 239 1721 227 98 36 107 35 75 28 2 33 68 37 23 13 513 73 57 190 43 21 15 79 20 50 15 52 19 198 25
internal_value=0.000145342 0.000242415 -0.000217301 0.000339436 -0.000621974 -0.00118323 0.000133823 -0.000168141 -2.87851e-05 -0.00148561 -0.000226775 0.000153379 -0.000557769 -6.69014e-05 -0.000382114 -0.00078557 -0.000514616 -0.00024944 0.000209733 0.000121928 -0.000163322 0.000155194 -0.00089829 0.000719068 -0.000408881 -0.00139044 -0.00187258 0.000341022 9.12742e-05 0.000353238
internal_weight=569.974 452.049 78.7768 373.272 22.4428 21.0018 57.775 18.9056 8.68142 4.07316 117.925 16.9528 10.4336 97.7866 55.1618 30.6379 26.1959 23.1062 18.0111 24.5239 20.9093 18.7719 6.54462 12.2273 6.48198 3.95814 5.09517 42.6248 32.7984 29.119
internal_count=4633 2955 920 2035 314 364 556 216 137 109 1678 141 105 1439 1164 908 395 322 247 256 243 200 94 106 85 65 75 275 242 223
is_linear=0
shrinkage=0.00227998


Tree=411
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 1 1 0 0 2 2 2 2 1 1 2 0 1 1 0 0 0 1 1 0 0 2 0 2 1
split_gain=3.38784 4.21295 3.749 2.36005 2.16314 4.56228 6.85649 3.06166 2.8334 2.00298 2.22379 4.1699 2.89375 2.29842 5.87184 2.13894 2.9247 1.97388 2.00312 2.68217 2.66285 3.09321 3.07527 3.99748 3.32095 2.80793 2.38936 1.94809 2.86615 1.92589
threshold=0.39078171310000004 0.53146612375000013 0.47736594710000008 0.54504356155000011 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.5206281249000001 0.51657136015000005 36.377496227400009 44.202975721700007 43.968221017800005 42.654057868200006 0.39431454150000006 0.39563186730000005 37.817254840650008 0.5132031975000001 0.43540612555000008 0.4529056016000001 0.56065686655000013 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 0.56915960600000015 47.927946529500012 0.5380527529500001 43.61821939175001 0.39170982905000007
decision_type=2 2 2 2 2 2 2 2 2 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 -1 27 5 6 7 8 -4 -2 11 12 13 29 -15 -16 -17 -5 20 -20 -19 -22 23 24 -23 -25 -27 28 -3 -11
right_child=1 3 4 17 -6 -7 -8 -9 -10 10 -12 -13 -14 14 15 16 -18 18 19 -21 21 22 -24 25 -26 26 -28 -29 -30 -31
leaf_value=-0.00013462933309777645 -0.0030545608365079679 -0.0011970292467863445 0.00047635666370592718 -0.00070886383263771963 -0.0004985083675671829 0.0021606918842171862 -0.0023276479650814301 0.0022125907609596759 -0.0010497561250168398 -0.00035176201527887618 -0.0025094827541608431 0.0021312428584141165 -0.0027684796255281053 0.0022467587332624097 0.0014184924211665707 0.0011430565151635526 -0.0027935192397371255 0.001406464225724056 -0.0039144212257257822 -0.00022540066186047604 -0.0020221272684129085 -0.00033241830042612366 0.0016056815830972856 0.0013442302318547041 0.0026717555135611112 -0.0019838617219137796 0.00094661240765744501 0.00067143787139136704 0.00089319947448389023 -0.0028148713793057761
leaf_weight=90.806373518658802 2.248724207282069 8.6982744969427568 222.38252261839807 27.434600905515254 13.531241219490765 8.6848929673433286 5.0152253471314898 5.5339377727359524 7.0428018178790799 3.7288958281278743 3.4841157845221451 3.0009158402681342 3.6615034788846961 4.6476322188973409 1.4272203519940374 1.4051206931471822 4.2998785749077797 10.786939155310391 1.1314016114920367 49.154175350209698 3.6002347618341437 4.2050817199051433 7.5562456212937823 2.4316989928483954 4.0568581372499466 8.9456911562010628 1.8913502432405938 44.96127153467387 6.3820090331137171 3.4104642234742641
leaf_count=993 26 61 994 276 75 23 26 21 38 22 185 11 68 12 12 15 65 35 16 1151 19 24 25 8 20 118 28 173 30 63
internal_value=0.00013792 -9.83539e-05 0.000280188 4.0273e-05 0.000423855 0.000474047 0.000413006 0.000471505 0.000429509 -0.000900672 -0.000734032 -0.000492223 -0.000840875 -0.000467818 0.000174955 -0.00117511 -0.00182395 -0.000149992 1.35376e-05 -0.000308402 0.000385918 4.91325e-05 0.000305503 -0.000150798 0.00114272 -0.000956223 -0.00147242 0.000424323 -0.00031244 -0.00152839
internal_weight=565.547 212.55 352.997 181.236 262.191 248.659 239.974 234.959 229.425 31.3145 29.0657 25.5816 22.5807 18.9192 11.7799 7.13222 5.705 121.194 93.7597 50.2856 43.4741 32.6872 29.0869 21.5307 8.26194 13.2687 10.837 60.0416 15.0803 7.13936
internal_count=4633 2463 2170 1984 1177 1102 1079 1053 1032 479 453 268 257 189 104 92 80 1720 1444 1167 277 242 223 198 44 154 146 264 91 85
is_linear=0
shrinkage=0.00236883


Tree=412
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 0 2 1 0 1 1 1 0 2 2 0 0 1 2 0 0 0 1 2 2 0 2 2 2
split_gain=3.63523 4.54704 3.96186 2.965 2.59526 2.57163 2.53022 3.2356 3.29097 2.38048 3.55382 2.2923 3.18975 4.51977 2.5046 4.94773 3.09425 2.3577 4.70076 2.10238 3.88265 2.60058 2.58738 3.33679 2.28411 2.46098 2.04488 1.91234 1.82651 4.28106
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 0.54504356155000011 44.279556297950009 47.927946529500012 0.5380527529500001 45.321989007550009 0.40206880030000008 0.47847369840000004 0.34515433670000012 0.43540612555000008 0.43837010870000009 0.57161462230000015 41.362929270750008 40.806664626150003 0.55131582885000008 0.56065686655000013 0.44512140355000007 41.873095646600007 0.47787491390000009 0.47774018740000007 0.47697673720000006 0.34446573455000007 41.289992964000007 41.243661560350013 0.57559653900000007 40.250747516500006 44.202975721700007 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 9 28 6 -3 -6 7 8 -4 19 -11 14 13 -13 15 16 -5 -14 26 22 21 -21 23 -1 25 -25 -19 -24 29 -2
right_child=2 4 3 11 5 -7 -8 -9 -10 10 -12 12 17 -15 -16 -17 -18 18 -20 20 -22 -23 27 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00035895526642905205 -0.0010246518888047784 0.00057959519239813033 -0.00016111541382057888 0.0002645484449004467 -0.0017716995433102272 0.00071768705476727855 0.00078344651785108182 0.0014708146065931158 -0.0030260991844056049 -0.003624290655885945 8.2175104754370914e-05 7.1247025143900204e-05 0.00096533372937524463 0.0028573757789289349 -0.0017620172995391663 0.0016570692946888542 -0.001976275802321304 -0.0039058851922871844 -0.00014800181462874506 -0.00030775199681234283 -0.0032820631233910079 0.001893953843329195 -0.00038967023180485054 -0.0014168183304474633 -0.0043745523120162205 0.0028629285452094521 -0.00060844897899781189 0.0013067525822081651 -0.0025762773739897811 0.0021288787332570955
leaf_weight=25.185981393558905 23.617054590955384 222.43679485470057 7.7420177012681943 6.4844987094402375 5.6706506833434087 4.3718494772911072 45.976234002038836 4.1818516142666331 3.4470899850130081 2.7110790666192761 3.559190671890974 9.8057435527443868 9.7781302370130998 5.3555191718041888 9.7064348049461824 5.7724698930978766 8.4334190143272263 2.9504081923514596 69.287669864308555 51.849818901158869 2.496196635067462 3.4007380008697501 4.9735758081078556 6.249353790888561 1.3078264743089674 0.91651023551821698 1.8021554299630222 19.264780707657337 3.4217662487644693 2.8723376654088488
leaf_count=260 283 934 49 34 63 25 173 17 25 24 20 45 42 20 122 17 103 30 1278 553 27 10 21 161 13 3 29 56 185 11
internal_value=0.000171759 0.000324773 -7.40193e-05 5.5413e-05 0.000524839 -0.000687983 0.000497041 -0.000359631 -0.00104375 -5.67325e-05 -0.00152039 -0.000153996 2.59179e-05 0.00105541 -0.000739841 -0.00026031 -0.00100224 -0.000160299 -0.000308956 2.26272e-05 -0.000306662 -0.000172234 0.000351056 -8.64777e-05 -0.00141042 -0.000869441 -0.00265551 0.000958656 -0.000899324 -0.000682704
internal_weight=575.029 354.394 220.635 190.724 232.479 10.0425 61.3472 15.371 11.1891 121.915 6.27027 129.376 98.9796 15.1613 30.3968 20.6904 14.9179 83.8184 74.0402 115.645 57.7468 55.2506 57.898 33.6597 8.47369 7.16586 4.75256 24.2384 29.9112 26.4894
internal_count=4633 2170 2463 1984 1022 88 264 91 74 1148 44 1720 1444 65 276 154 137 1379 1337 1104 590 563 514 437 177 164 59 77 479 294
is_linear=0
shrinkage=0.00243902


Tree=413
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 2 1 1 2 2 0 2 2 2 0 0 2 0 2 0 1 0 1 1 2 2 0 2 2 0
split_gain=4.45784 4.41814 5.90168 3.35787 2.73552 2.847 2.95911 3.77222 2.41309 3.30049 2.79943 2.26672 2.23575 4.10698 2.75819 3.33993 3.2675 2.54865 2.23305 2.09679 4.30054 5.41858 4.71592 5.06672 5.01941 7.56338 3.78047 3.55278 6.49604 2.9269
threshold=0.4529056016000001 44.202975721700007 0.41973294215000007 44.749265482150008 0.49284452560000008 43.521589032450009 0.45824975300000009 0.46551001470000003 50.427417695700008 47.927946529500012 0.58984760935000013 48.96897326980001 46.095286511800005 47.74983977685001 0.61797550970000004 0.64803449000000013 50.189067467950004 0.68433579830000013 37.817254840650008 0.47880302985000006 0.35585760905000008 0.48588365620000007 0.34575312120000007 0.34545372890000009 41.489621506400006 42.844429421150004 0.48233585820000008 42.720329370750001 43.477771593600004 0.48588365620000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 -8 9 10 -3 -11 -5 -14 16 -16 -15 -17 -2 27 22 -22 23 24 29 26 -26 -4 -29 -21
right_child=3 8 19 12 -6 -7 7 -9 -10 11 -12 -13 13 14 15 17 -18 -19 -20 20 21 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-0.0014872364235609047 0.00051535445124102836 -0.00082115438040094386 0.00019308711398157149 0.0014558453963252191 -0.0019999470662901914 -0.0021207218464579657 0.0009918954080283583 -0.00067435788312863586 -0.002190427454146326 0.00070975081456222191 0.0016644621621704856 -0.00036580155869017655 -0.0024918683754693535 0.0017123642785253695 -0.0029740819628777215 0.00086927271186491948 -0.00021307283353875402 -0.0020847495893194486 -0.0023134436652753466 0.00080179792662592685 -0.0025642169841591494 0.00021605526559252623 0.00099947207235057123 -0.00054105739309159438 -0.0003114697291988894 0.0010594696459193232 -0.0025617499845627546 -0.0018262309652839128 0.00060856017070201336 0.0022672501695797445
leaf_weight=7.0404778877273193 1.382980648893869 27.674624676816169 78.594223137013614 4.0826098099350956 5.4131593703059471 3.5657152794301501 8.6498543876223284 11.680160969262941 2.3673292531166217 16.274867672473196 1.762890189886092 12.806791736744342 2.3204646063968566 6.2674348056316393 1.8479017578065384 3.709444846957922 6.6382272839546204 1.500382214784622 3.896481703966856 21.57229316979647 2.5933162663131943 226.69594906270504 62.499808989465237 19.849466688930988 7.4458829313516635 11.197644181549547 4.3121805638074875 9.3817699458450097 6.9974069967865935 6.4832285940647116
leaf_count=344 20 390 433 15 514 74 59 190 105 70 5 90 43 21 21 22 85 51 56 73 20 1314 264 90 33 35 25 114 36 21
internal_value=0.0001302 0.000186984 0.000250459 -0.000359389 -0.000751303 -0.00051963 -0.000296704 3.45864e-05 -0.000297438 -0.00022086 -0.000672301 0.000236106 0.000154736 -8.3639e-05 0.000196284 -0.000765007 0.000721986 1.85415e-05 -0.00157243 0.000277193 0.000343443 0.00018461 0.000616528 0.000278768 0.000597778 -6.54448e-05 -0.00113674 2.42236e-05 -0.000786055 0.00114044
internal_weight=586.505 525.55 464.664 60.9548 34.5884 29.1752 25.6095 20.33 60.8865 58.5192 29.4375 29.0817 26.3665 22.2839 19.9634 7.05773 12.9057 5.20983 5.27946 457.623 362.65 229.289 133.361 70.8607 51.0112 22.9557 11.7581 94.9734 16.3792 28.0555
internal_count=4633 3462 2802 1171 913 399 325 249 660 555 395 160 258 243 200 94 106 73 76 2458 1875 1334 541 277 187 93 58 583 150 94
is_linear=0
shrinkage=0.0019125


Tree=414
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 2 2 2 1 0 1 2 0 1 2 0 1 2 2 2 1 2 2 0 2 2 2 1 1 0
split_gain=4.03249 5.44931 3.10769 2.66376 2.87851 2.25547 2.22462 3.65298 2.68666 6.50452 2.61678 2.10679 2.69636 1.89301 3.09856 4.40186 3.8082 2.48581 1.91355 3.78703 3.26644 2.22093 3.48103 4.19209 1.8606 4.49523 1.90345 1.97588 4.96532 1.80891
threshold=0.39078171310000004 0.47736594710000008 0.53146612375000013 0.4529056016000001 0.56065686655000013 49.064150740050003 40.767054867700004 40.94178426300001 0.44922307715000004 0.56859076075000015 0.43929822460000006 44.578137159850009 0.51017933595000009 0.34512439750000007 47.74983977685001 0.45995628875000011 0.35696536035000009 41.909642283050012 48.96897326980001 48.823707093150006 0.31118828780000007 45.044778924400006 44.952171034750002 0.41973294215000007 44.202975721700007 43.968221017800005 42.654057868200006 0.39431454150000006 0.39563186730000005 0.41160444300000004
decision_type=2 2 2 2 2 2 2 2 2 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 24 5 -5 6 -4 -8 9 -9 -11 -3 -13 18 15 -15 17 -17 19 20 21 22 23 -1 25 26 27 -2 -29 -22
right_child=2 11 3 4 -6 -7 7 8 -10 10 -12 12 -14 14 -16 16 -18 -19 -20 -21 29 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0022991997753038802 -0.0014360513016910981 0.00045866507012923123 -7.8910003704737894e-05 -0.003315058330688481 -0.00028950985841408685 -0.0013408579598156345 0.0017446868154286635 0.00040298608268276572 0.001585286102201123 4.7482322434924379e-05 -0.0027256826342836184 0.00037630188701073 -0.0017554777756124114 -0.0022674503119256813 0.002168619058472359 0.00011387086894238912 0.0013298343084607715 -0.001468806629550545 -0.00098036626361442075 0.0018420237258627221 0.0014812442483558505 -0.0029580083226146327 0.003371855451375231 0.0025586626719328646 -0.0021559912216141592 0.0019717784710751802 -0.0023493937785613573 0.0015132098552266644 -0.0011636872576520495 7.6928444561423081e-05
leaf_weight=3.4135463410057119 7.196130404248847 258.32882047444582 57.405917238909751 1.3448530612513412 53.422399588685948 3.985685975290834 8.1955017223954183 49.685794474557042 6.0642718896269789 2.1404584664851418 4.2142715826630592 6.1330244988203031 4.1501342738047242 6.1026569535024526 1.6209823787212361 7.5305502414703431 4.6701404135674229 9.1950823720544559 6.8567864671349517 5.1061338186264029 4.1710843075998119 2.2401810474693775 0.80763641744852055 0.94656047224998463 3.2932369264308354 2.6887688636779776 2.9598990855738512 4.8491712138056737 7.1572713926434517 46.321314081549644
leaf_count=167 91 1090 388 18 1151 77 25 243 17 21 44 28 59 192 4 36 22 96 42 12 70 27 3 2 185 11 68 16 108 320
internal_value=0.000141735 0.000271615 -8.07372e-05 1.4754e-05 -0.000363805 0.000172187 0.000219409 0.00046301 0.000293877 0.00015413 -0.0017916 0.000422575 -0.000484054 -0.000138049 -0.000575559 -0.000737324 -0.00030089 -0.000756222 4.43086e-05 0.000155821 7.11713e-06 -0.00125943 -0.000523103 -0.00124458 -0.000713374 -0.000522201 -0.000824772 -0.000589766 -8.254e-05 0.000192936
internal_weight=582.198 367.595 214.604 186.459 54.7673 131.692 127.706 70.3003 62.1048 56.0405 6.35473 268.612 10.2832 98.9827 29.1194 27.4984 21.3958 16.7256 69.8632 63.0065 57.9003 7.40792 5.16774 4.36011 28.1445 24.8512 22.1625 19.2026 12.0064 50.4924
internal_count=4633 2170 2463 1984 1169 815 738 350 325 308 65 1177 87 993 350 346 154 132 643 601 589 199 172 169 479 294 283 215 124 390
is_linear=0
shrinkage=0.00204248


Tree=415
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 2 1 0 1 2 1 1 1 1 0 1 0 2 2 2 0 2 1 1 0 2 2 1 1 1
split_gain=0.589296 0.722448 1.29505 1.07451 1.60465 0.694601 0.97115 1.02619 0.994099 0.716082 1.93529 0.590783 3.01285 2.02241 1.8726 1.1772 2.04043 2.52822 2.02098 4.44173 2.29573 2.25589 2.41737 4.93605 4.11555 4.07896 4.84945 2.08156 1.63 6.2085
threshold=32.724174661450007 0.31168228495000011 0.51657136015000005 0.38045268105000002 0.53017873715000008 35.119813570500007 0.34377713240000007 0.49877249185000011 0.38723391515000005 33.361153777850006 0.40896979130000005 0.37227927305000003 0.36880632320000012 0.37407562650000009 0.5116313883000001 0.34575312120000007 0.45995628875000011 50.189067467950004 40.250747516500006 38.621016321050007 0.4995209724000001 41.808689985400001 0.3459626957000001 0.34626208795000007 0.48001556840000009 43.157831852650006 42.620627117000005 0.34608245260000009 0.34545372890000009 0.34542378970000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -10 -11 12 14 -13 15 28 17 -17 19 20 -18 27 24 -24 -23 26 -25 -20 29 -7
right_child=5 2 3 4 -6 11 7 8 9 10 -12 13 -14 -15 -16 16 18 -19 21 -21 -22 22 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.036105387696338705 0.02502558322783742 -0.044785927391109891 -0.051202643818061749 0.034224728197671569 -0.035038476276112764 -0.00056188824453429534 -0.012874686537454525 0.020637753876842573 0.015115258380921882 0.009102147969487993 -0.037954157121288773 -0.026516161094943973 0.019169470389011484 -0.00036278116922211766 -0.024928523748939797 -0.036054457521592621 0.015272556792773827 0.041917481064563347 0.0014552892425944764 -0.027338344228160449 -0.012378689684778789 -0.015090007412045938 -0.029067410659678695 0.0059787680798619623 0.027935669617654552 0.018609960995786649 -0.035687323825910666 0.024085625710285035 -0.0078491828948540204 0.03417729278132918
leaf_weight=0.28472071886062567 2.6706485152244559 1.130345454788767 0.36146528273820866 1.0098156780004499 0.52732555060356379 119.49628410179866 2.9797624750062814 4.1905181333422643 2.1667339508421719 2.4993779547512536 1.4191690353327429 3.1064489968121043 9.6704908628016693 215.37760829404579 2.8840591274201861 2.4149044938385482 9.3254830017685908 0.52418017387390126 6.1172837764024761 5.8520044907927504 4.6655119433999053 3.1563210245221844 5.3291823416948345 9.1239244379103202 8.5119089782237989 12.013397328555582 4.2363416850566855 13.498359080404041 26.140149719081819 5.5768363438546649
leaf_count=1 19 85 4 5 146 956 29 15 26 12 80 33 45 2417 33 115 42 1 24 40 20 25 33 39 68 48 30 78 139 25
internal_value=0.000618754 -0.0129064 -0.0175135 -0.00127672 0.0104636 0.000711555 0.0073207 0.00375363 0.00857549 0.000269024 -0.0079401 0.000486171 0.00155936 -0.000734635 0.000846415 0.00116142 0.00419726 -0.0221483 0.00514351 -0.00379545 0.00605182 0.00800503 0.00382776 -0.000911008 0.016297 0.00500263 -0.00723293 0.0170282 -0.000540437 0.000987083
internal_weight=486.261 3.31367 3.02895 1.89861 1.53714 482.947 15.9262 13.2556 10.2758 6.08528 3.91855 467.021 248.537 218.484 238.866 235.982 84.7688 2.93908 81.8297 19.843 13.991 61.9867 42.3711 30.7028 11.6682 25.3737 13.3603 19.6156 151.213 125.073
internal_count=4633 241 240 155 151 4392 181 162 133 118 92 4211 1761 2450 1716 1683 563 116 447 102 62 345 243 150 93 117 69 102 1120 981
is_linear=0
shrinkage=0.0321822


Tree=416
num_leaves=31
num_cat=0
split_feature=2 0 2 1 1 1 1 1 0 1 1 2 1 0 1 2 2 2 0 2 1 1 0 1 0 0 0 2 2 0
split_gain=0.577325 1.39207 1.19713 0.743274 0.859072 1.07105 0.680352 1.75948 0.602945 0.987639 1.66002 0.695624 1.33143 1.37069 1.58365 1.98297 1.3121 1.69407 2.02073 0.833202 0.727397 3.36251 1.23592 2.94497 1.1766 2.36711 1.19021 2.3368 3.03511 0.965032
threshold=49.247968080500009 0.39672464895000009 49.292797572200008 0.50491003265000012 0.48522499325000007 0.3975479776000001 0.48616807880000007 0.4995808509000001 0.66505493850000008 0.57854555250000017 0.58454836680000011 48.823707093150006 0.31118828780000007 0.41160444300000004 0.32012514595000008 36.952388736350009 45.044778924400006 44.952171034750002 0.41973294215000007 48.914776625700007 0.32467590790000006 0.3298553935500001 0.45798030000000006 0.34007963835000005 0.47500074850000013 0.47673722340000008 0.47396784530000008 42.123054668150012 38.396531328800009 0.47550971530000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 -3 4 5 -4 -6 -8 11 -10 -11 12 16 -14 15 -15 17 18 -1 -13 -16 -22 23 -23 26 29 27 28 -24 -26
right_child=1 2 3 -5 6 -7 7 -9 9 10 -12 19 13 14 20 -17 -18 -19 -20 -21 21 22 24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.030600227703259694 -0.032221917302160216 0.030250819541027492 -0.0024428673607550214 -0.028549875473899242 0.019176079977901692 -0.029554181401023331 -0.02941173370543846 0.014943164502951136 -0.033566687030542462 0.033051130272989192 -0.031029308627163341 0.016452079814083 0.017938269693170653 0.009575982541681162 0.01104809411524185 -0.041433589906403771 -0.035175035821356331 0.034289770007461216 0.030386931204117212 0.001704505948373649 -0.031597227864876773 0.020808437258236622 0.0084207471397162621 -0.029311997809559349 0.0024109857333270823 0.00089378902572153902 0.016355678226572159 0.016663116434266118 -0.027145132397140941 -0.016803569786636923
leaf_weight=1.6183971748105248 1.2775718234479416 0.78740932047366996 4.0208892906666698 0.88446959061548192 1.8211457729339597 1.4848632310167884 1.0863501415587964 1.7182372659444807 1.0039445272268488 0.64247889956459381 0.56577759346691892 4.5022321939468366 3.3977419451111919 0.92754149064421598 4.9648964479565612 1.4596507549285886 1.4977602716535328 0.67017536610364903 0.53895083069801319 7.773212656378746 2.4084594482555977 1.2516799280419935 3.9552846653386968 2.87943470076425 2.5653569698333731 403.85313616839994 7.0758958384394637 4.9793705157935619 3.2551669124513865 8.0464471541345102
leaf_count=167 18 4 53 69 8 117 53 8 122 8 81 14 70 15 23 39 27 3 2 42 52 16 28 228 17 3171 35 23 22 98
internal_value=0.000480676 -0.00517219 -0.00224438 -0.0045671 -0.00247343 -0.0097546 0.00619294 -0.0022376 0.000638061 -0.0135703 0.00304486 0.000705277 0.000532523 0.00067698 0.000545956 -0.0216139 -0.0145308 -0.00359541 -0.0153644 0.00711343 0.000664769 0.000547677 0.00072449 -0.0141261 0.000865936 0.000559602 0.00745612 0.00229014 -0.00763551 -0.0121585
internal_weight=482.914 13.0809 11.8034 11.016 10.1315 5.50575 4.62573 2.80459 469.833 2.2122 1.20826 467.621 455.345 451.02 447.622 2.38719 4.32528 2.82752 2.15735 12.2754 445.235 440.27 437.862 4.13111 433.731 414.465 19.2657 12.1898 7.21045 10.6118
internal_count=4633 330 312 308 239 170 69 61 4303 211 89 4092 4036 3837 3767 54 199 172 169 56 3713 3690 3638 244 3394 3286 108 73 50 115
is_linear=0
shrinkage=0.0272798


Tree=417
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 0 1 2 2 0 2 0 1 0 0 1 0 1 1 2 1 0 1 1 0 2 1 1 2
split_gain=0.586377 2.47968 1.7225 2.14367 1.66679 1.16409 5.29263 3.12798 1.44515 5.763 1.8459 1.99491 3.54628 1.65619 1.49427 2.7402 2.84579 2.02907 2.17119 1.85683 1.31163 1.16162 1.24803 3.43546 3.41259 2.14891 2.11489 3.45273 3.32081 3.13837
threshold=42.081757894750005 42.027798546600003 0.57927906350000014 0.47447681205000009 0.47941678395000004 0.3584174126500001 0.49194634890000005 0.36476452800000009 41.559097512700014 41.835830569250014 0.56685428580000019 39.065416244600009 0.56859076075000015 0.43837010870000009 0.55131582885000008 0.55619592225000014 0.42473279245000012 0.56065686655000013 0.45218706025000005 0.44393880420000004 41.641174900500005 0.36510882910000009 0.54353163080000011 0.42209814075000007 0.41917906650000009 0.54191491270000014 38.751720283100006 0.37820723930000005 0.37227927305000003 38.396531328800009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 -1 -7 10 20 14 12 -12 -13 21 16 -16 19 -19 -17 -10 -9 25 24 -24 26 29 28 -28 -23
right_child=-2 -3 3 4 -6 7 -8 8 9 -11 11 13 -14 -15 15 17 -18 18 -20 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0017685629670319575 -0.00080823679777483083 0.016959328096384098 -0.029502529066518662 0.024705255548952081 -0.012786605270117773 -0.019963123064942818 0.02702371843445122 0.016860017558030196 -0.014542063999124406 0.011378246297513691 0.018946909305415552 0.02987988619973906 -0.038449354286300572 0.0077025789905582178 -0.0028824669935017559 -0.004326586389325128 -0.044493923380431934 -0.027977432012105161 -0.00014560570746468955 0.026118269812397503 -0.041539003786226242 -0.0019298429312492962 -0.0038420451080133427 -0.0115475281135064 0.02310872281147567 -0.022094166931851903 0.003306954506099725 0.0077126591584660972 -0.03737041154421912 -0.028845207793950611
leaf_weight=117.31434699037345 180.23695388424676 7.4167720080586141 3.1810235767043187 1.4363121443893763 2.4455134845338762 6.0208682585507622 6.6933631226420394 3.554350219666957 2.5465385280549508 5.2173174060881138 1.7309855613857501 4.1822651475667936 1.5633417533244935 6.6640935190953314 2.4131980342790511 2.9631368052214411 2.6112366076558828 3.1085454970598203 6.8569600582122803 3.1578294686041772 2.9806521199643612 34.963855969719589 5.5770946452394154 5.7157401777803889 10.038406871259211 3.4373024553060523 3.4855126440525046 36.306504964828491 2.7318060137331486 3.6510234940797082
leaf_count=831 2058 36 180 14 408 56 46 14 15 35 15 16 49 38 21 31 43 30 49 10 31 217 35 28 33 17 18 200 34 25
internal_value=0.000437074 0.00118533 0.000785423 -0.0126909 0.00108574 0.00111882 0.00313172 -0.000426986 0.000329648 -0.00944495 0.00105538 0.0105358 -0.00829081 0.016254 2.86735e-05 -0.00670037 -0.0245083 -0.00113827 -0.0088272 0.01138 -0.0291007 0.00132645 0.000805124 0.00677619 0.0134832 -0.000700863 0.000205428 0.00445532 -0.0145661 -0.00447468
internal_weight=480.203 299.966 292.549 7.06285 3.88183 285.486 124.008 161.479 155.458 10.7445 144.713 14.1407 3.29433 10.8464 130.573 21.1109 5.02443 16.0865 9.96551 6.12097 5.52719 109.462 105.907 21.3312 15.6155 84.576 81.1387 42.5238 6.21732 38.6149
internal_count=4633 2575 2539 602 422 1937 877 1060 1004 81 923 118 64 54 805 184 64 120 79 41 46 621 607 96 68 511 494 252 52 242
is_linear=0
shrinkage=0.0276241


Tree=418
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 0 1 0 1 1 1 1 0 2 0 0 1 2 1 0 0 0 2 2 1 0 0 2 2 1
split_gain=0.540431 0.603463 0.682772 1.59531 1.42229 0.593202 0.937821 1.3987 0.919029 0.534572 2.23026 1.73931 2.19918 2.83239 3.37484 1.72318 1.71254 2.05093 1.70978 5.38421 4.08989 2.56184 2.50673 1.37722 2.37121 2.32925 1.49658 1.37368 1.02278 2.98183
threshold=32.724174661450007 33.361153777850006 34.214889417600013 33.96174662340001 34.515670600900002 0.51657136015000005 0.38045268105000002 0.53017873715000008 0.31753540315000006 0.38906020780000011 0.39019789825000006 0.38723391515000005 0.51657136015000005 39.354247760400007 0.52468488970000016 0.51484985480000012 0.39048232090000007 36.377496227400009 0.37227927305000003 0.50291907430000016 0.50452082270000009 0.50101793360000013 39.955516828000007 38.621016321050007 0.36265381275000008 0.45798030000000006 0.49820364660000011 35.119813570500007 40.148327922700012 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -4 8 -7 -8 -1 11 -11 12 15 -14 -15 18 -12 27 19 21 -20 23 -22 25 26 -6 28 -18 29 -25
right_child=1 2 4 -5 9 6 7 -9 -10 10 16 -13 13 14 -16 -17 17 -19 20 -21 22 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.019094001732446027 0.014525847377209992 -0.037173814403008695 0.023002450284558027 0.0164306775750333 -0.022066026555965679 -0.053210523690237439 0.036487563261816069 -0.038103289007338233 -0.049723789664796514 -0.024285505974078036 0.020543369507932577 0.017909423968129477 0.0087951414055256871 -0.062414145474414838 -0.0090217434873799268 0.024734515287825859 0.00037005090086597152 -0.0003800655458653068 0.01394746831157578 0.023009084087216424 -0.054994948593218573 -0.033154417332587949 -0.012874198806909445 -0.00088328242281929172 -0.028718667415022048 0.013313470496468909 0.024993873991130525 -0.04232702992320083 0.0010806337900168166 -0.034437005260423169
leaf_weight=0.32083122059702807 3.8269441013399037 1.7865980082278829 3.4848653617664231 1.1194180383172352 2.6082067280076471 0.34258438646793354 0.93973738700151421 0.46622973559715319 0.96132788097020239 4.9769332520663729 4.7159464359283438 7.6953737065196028 3.7392289638519269 2.4222723674029112 3.7229602560400963 3.9153314456343642 1.5113590161199675 172.54447486740537 4.8573065623640996 14.054103851318358 2.6546110510826111 2.7603562399744979 5.147793659940362 18.17726393672638 3.4891271665692321 19.954575337469578 3.0593083277344695 2.4452685591531917 175.18108724488411 4.0067437905818215
leaf_count=14 36 37 36 18 97 4 5 146 72 30 18 28 13 35 28 15 37 2139 22 69 28 20 45 83 27 90 19 84 1310 28
internal_value=0.000506622 0.000601409 0.000488037 -0.016525 0.000593877 -0.0143135 -0.000975238 0.0117527 -0.0325037 0.000425447 -0.0010339 0.00140481 0.000933975 -0.015366 -0.0300675 0.00155397 -0.000395319 -0.000954781 0.00119938 0.00185579 -0.0114155 0.000558922 -0.0272049 0.00096983 5.65513e-05 0.00922368 0.00055749 -0.0260175 0.000178708 -0.00694356
internal_weight=476.888 473.857 470.031 2.90602 467.124 3.03071 1.74855 1.40597 1.28216 463.64 186.194 277.446 269.75 9.88446 6.14523 259.866 181.217 176.501 255.95 243.291 12.6597 229.237 7.8024 226.476 203.914 22.5628 200.424 3.95663 197.365 22.184
internal_count=4633 4392 4356 55 4301 241 155 151 86 4265 2308 1957 1929 76 63 1853 2278 2260 1838 1743 95 1674 73 1654 1467 187 1440 121 1421 111
is_linear=0
shrinkage=0.0352078


Tree=419
num_leaves=31
num_cat=0
split_feature=0 2 1 1 0 2 2 2 2 2 0 0 1 1 1 0 2 2 1 2 0 1 1 0 0 2 1 2 2 2
split_gain=2.70574 2.9386 3.79127 3.92551 2.8667 2.65303 3.06771 3.47018 3.06992 3.34827 2.72788 2.82016 2.64442 2.19353 3.64918 4.06888 3.47775 2.59284 3.65944 3.8329 2.95627 2.56678 2.3801 2.28488 2.17401 2.65332 2.0221 2.17818 1.98098 2.44062
threshold=0.5485614203000001 42.154118731400011 0.42111014640000005 0.4172030777500001 0.54284302865000023 42.546237522150008 42.783136484500005 42.982930821650008 42.684965421050009 42.580420142950011 0.48735067810000005 0.47449178170000011 0.43540612555000008 0.41917906650000009 0.39078171310000004 0.52688542260000015 41.542492784600007 42.055256506450007 0.39563186730000005 40.679780036550007 0.53499895210000015 0.39900002995000006 0.3975479776000001 0.53998383280000006 0.41973294215000007 41.243661560350013 0.43593006200000012 36.772607578000013 43.067541470150012 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=1 13 3 5 -4 10 8 -8 9 -7 11 -3 -2 14 24 21 -15 18 -17 20 22 -16 -20 -22 25 -1 -14 -28 -9 -30
right_child=12 2 4 -5 -6 6 7 28 -10 -11 -12 -13 26 16 15 17 -18 -19 19 -21 23 -23 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0030474394144717775 -0.0011605419957390686 0.00098053860780170652 -0.0039705255695616044 0.0025092639988660986 0.00063274030923746822 0.0018198898622726549 -0.0018593362782856416 0.0014976322037969678 0.0018391101809488934 -0.0018412000808242168 -2.4638167485374552e-05 -0.0027726512826137511 0.0028985658085549852 0.0006001804242343515 -0.0037042172246015428 0.0015078229610430689 0.0029287259868828663 0.0022792383879239545 0.00080545113305873341 -0.0033448941923715264 0.0011489945109448268 0.00072368240815612577 -0.0034211145904928493 -0.0011612680236915101 0.0005464785757136768 0.0021971434837359566 -0.0029746192455728303 -1.2021302835852636e-05 -0.0020963827598704503 5.3649820958841531e-05
leaf_weight=2.7862126334803174 19.646311125252396 1.9934312955010707 3.3389959853375322 4.9648536443710318 1.5988788381218908 3.4080916866660136 8.2167651574127358 7.0589632987976065 14.431021348107604 4.8195239659398794 11.65551460161805 8.1062303818762285 1.8609420731663693 19.133284844458107 4.3204336725175372 6.8664159663021591 7.0016836747527114 3.4292196854948989 1.5095534939318955 4.0369662195444098 9.4775371551513654 1.380567113868892 3.6138711199164391 5.3539096005260935 214.01088320929557 1.0658216190058736 2.0287583280005483 88.525317117222585 4.4610436013899735 77.895912765874527
leaf_count=217 239 24 108 15 7 10 70 35 97 42 70 69 7 75 71 37 22 12 15 35 33 17 61 30 989 33 281 1151 61 700
internal_value=0.000173117 0.000273831 -4.34758e-05 3.83628e-05 -0.00247999 -4.80009e-05 0.0001163 -0.000101185 0.00105341 -0.000324682 -0.000956475 -0.00203186 -0.000218677 0.000443609 0.00036451 -0.000420468 0.00122401 -5.27644e-05 -0.000311915 -0.000832721 -0.000324496 -0.00263195 -0.00217581 0.000315028 0.000508592 -0.00159631 -1.84484e-05 -7.83949e-05 6.03783e-05 -6.28114e-05
internal_weight=547.997 435.936 151.949 147.011 4.93787 142.046 120.291 97.6327 22.6586 8.22762 21.7552 10.0997 112.061 283.986 257.851 39.9885 26.135 34.2875 30.8583 23.9918 19.9549 5.701 5.12342 14.8314 217.863 3.85203 92.415 90.5541 89.4159 82.357
internal_count=4633 2955 1308 1193 115 1178 1015 866 149 52 163 93 1678 1647 1550 311 97 223 211 174 139 88 76 63 1239 250 1439 1432 796 761
is_linear=0
shrinkage=0.00282697


Tree=420
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 2 1 1 2 2 2 1 2 2 0 1 2 2 2 0 1 2 2 1 0 0 0 2 1
split_gain=4.14084 5.96579 4.15762 2.61735 4.37286 3.89595 3.76934 3.65759 4.23134 2.65321 2.62723 3.69326 3.10096 2.55174 2.49169 2.24793 3.53716 2.44098 7.64358 2.80675 2.13674 1.89743 3.12016 4.39798 2.26637 5.28959 1.90561 4.82311 1.83406 1.76118
threshold=0.39170982905000007 0.39394030120000006 0.47880302985000006 0.53634621715000008 0.54504356155000011 0.39563186730000005 43.61821939175001 0.39814676205000005 0.41861022125000008 44.701063782750005 42.620627117000005 40.636252116050009 0.41917906650000009 40.00488309970001 39.571921479100006 0.47847369840000004 0.34515433670000012 42.759119507950011 43.477771593600004 42.686561923500008 0.47721625100000004 0.3447651268000001 42.206017975500011 40.408647214050006 0.34536391125000004 0.47697673720000006 0.47568935060000012 0.47396784530000008 44.131787411600008 0.50634711535000021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 15 5 10 -3 -7 -8 9 -9 11 13 -13 14 -5 17 -17 19 -19 20 21 26 23 -23 25 -25 27 -1 -10 -6
right_child=1 3 -4 4 29 6 7 8 28 -11 -12 12 -14 -15 -16 16 -18 18 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-3.2019824093472302e-05 -0.0025210838848569927 0.00089063063368028414 0.00046275238653154682 6.1055006254434081e-05 -7.1874312148854003e-05 -0.0016970706455282406 -0.0023741723237610366 0.0027511215065155071 0.0009146030995417152 0.00022522477873862504 -0.00063260952993409781 0.00056282136892755541 0.0023110012394501568 -0.0011305507954369977 0.0018540613037989972 -0.0031936517210415572 0.00011002237460381334 -0.0023663930634947872 5.040492586751145e-05 0.0023126424142221203 0.00072498625023234488 -0.0027594941219175034 -0.0027684924222656252 -0.0028153009907080384 0.001181458861684482 0.0012409085670516302 -0.0018071626341768462 0.0022718974997231176 -0.0028403456058432512 -0.0011710336991683358
leaf_weight=22.559751502936713 4.6574647496454409 6.9170023249462238 234.6341643165797 11.49149745330215 122.395156533923 14.652721978724005 2.7263661213219157 3.3011281639337522 0.86061855964362566 4.8566015334799886 6.6594435889273873 8.6712168380618113 10.727659642696379 5.0380515679717055 5.3765368014574042 2.6718036346137515 3.5889402851462364 7.524388078832998 34.728450047783554 3.0611853376030913 23.418970253318548 2.7161959642544415 2.7407561317086211 2.8624087218195182 6.5165265183895826 3.2382517755031586 1.9675257354974736 5.3036953546106806 2.1516789041925222 7.3000440545147276
leaf_count=297 91 30 1055 51 1161 180 89 7 8 48 33 30 29 22 13 24 20 138 309 9 84 83 34 83 31 9 10 17 84 554
internal_value=0.000149148 -8.71598e-05 0.00029309 -3.39709e-05 7.36676e-05 -0.000573162 -0.000927816 -0.000116693 0.000434309 0.00124736 0.0006345 0.000838791 0.00152957 0.000227072 0.00063256 -3.08226e-05 -0.00129984 3.72939e-05 -0.000379979 0.000274316 0.000186832 -7.62506e-05 -0.000632077 -0.000250205 0.000289989 -0.000662251 0.000260516 0.000406522 -0.00176755 -0.000133742
internal_weight=575.316 217.783 357.533 213.126 177.66 35.4661 28.5491 13.8964 11.17 8.15773 47.9644 41.305 19.3989 21.9061 16.868 122.899 6.26074 116.638 42.2528 74.3853 71.3241 47.9051 18.0741 15.3334 12.6172 6.10066 29.831 27.8634 3.0123 129.695
internal_count=4633 2430 2203 2339 1893 446 416 236 147 55 178 145 59 86 64 1148 44 1104 447 657 648 564 240 206 123 92 324 314 92 1715
is_linear=0
shrinkage=0.00217391


Tree=421
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 1 0 1 1 2 0 1 0 1 1 1 1 0 2 2 2 2 0 0 2 0 2 1 1
split_gain=0.545255 0.925856 0.749812 0.848556 1.16019 2.11995 1.28232 0.749735 3.20242 3.13865 2.17486 1.26154 1.23947 0.588407 0.578638 1.54051 1.7257 1.54269 3.23927 0.863036 1.35597 0.905399 2.13929 0.646819 1.14293 3.65377 1.44429 1.11297 2.00747 0.901527
threshold=0.63013083440000017 0.47634801355000006 0.68131193680000013 0.66011496660000013 0.51869704500000013 0.48250052395000009 0.5225142959500001 0.60710757165000018 0.48616807880000007 0.45824975300000009 44.749265482150008 0.61797550970000004 0.49284452560000008 0.66977036620000019 0.4830394299500001 0.46551001470000003 0.46280051495000007 0.45420795785000007 0.58249753000000004 42.123054668150012 41.741384785950011 39.032633164100012 38.911218973650008 0.58887458460000019 0.57212358910000016 40.94178426300001 0.56974342085000018 40.574766824850009 0.43967246490000006 0.45107930900000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 -3 -6 8 14 -9 11 -11 -13 -5 15 16 17 23 -19 20 21 22 -17 24 26 27 29 28 -26 -1
right_child=1 2 -4 13 6 -7 -8 9 -10 10 -12 12 -14 -15 -16 19 -18 18 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00086493915572459078 -0.03844001991401913 0.025346344635975189 -0.033309405696733234 0.025777531580496536 0.044518092723570685 -0.041759638726757455 -0.033154970208318507 -0.052151067339963365 -0.036190024701490013 -0.034493938308130252 0.029909360709958435 0.022942663998704576 -0.032690793277175834 -0.0032026096539825959 0.0149798859841122 -0.03924307718600268 0.024084254885153377 -0.035784815876487304 0.0075168043432371845 -0.043165575881953487 0.029366565770577606 -0.037012835654189689 0.04437810876788615 0.013725880157672066 0.032367786623001008 -0.03835758905631164 0.016369994842009669 0.023206645057582364 -0.036924495583395577 -0.013032344485126539
leaf_weight=418.77286799711874 0.90011972072534163 0.67108366452157575 0.79241005287622091 1.574696195020806 0.64864921220578242 1.7383621353656051 0.32971890611224808 0.76190319843590071 2.4372933998238286 0.98910524905659292 4.6907880697399378 1.6554292305372658 0.54828198708128173 1.3284474537504138 2.8871983592398456 0.6752791618928311 3.2404142171144477 3.5687210722826412 3.5385489747859538 1.0698817893862722 0.70850110799074162 1.5191409783437846 0.58919709920883179 3.9673889793921253 0.69383493065833945 3.0779040695633739 6.1415051352232686 2.2270995378494263 1.1308618332259355 4.8564867302775374
leaf_count=3242 32 3 179 41 4 74 88 26 147 77 34 21 89 42 20 58 9 115 44 20 2 42 1 37 8 65 29 7 47 30
internal_value=0.000507538 -0.00780324 -0.00391007 -0.000206927 -0.0111101 -0.0230691 0.0183416 0.000648782 0.000473347 0.0100055 0.0160125 -0.00440425 0.00910109 0.0125165 0.000668172 0.000577513 0.000764985 0.000596306 -0.0142259 -0.017965 -0.0102442 -0.0203262 -0.000278834 0.000835257 0.0007182 -0.0120168 0.000929468 0.00799273 -0.0105763 0.000705621
internal_weight=477.731 7.98349 7.08337 6.29096 3.38781 2.40945 0.978368 469.748 461.102 8.64551 7.8836 3.19282 2.20371 2.90314 458.665 455.778 451.216 447.975 7.10727 4.562 3.49212 2.78362 1.26448 440.868 436.901 7.1297 429.771 4.0518 1.8247 423.629
internal_count=4633 463 431 252 169 77 92 4170 3923 247 221 187 110 83 3776 3756 3633 3624 159 123 103 101 59 3465 3428 127 3301 62 55 3272
is_linear=0
shrinkage=0.0320699


Tree=422
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 2 2 0 1 0 0 2 1 0 2 0 0 0 2 2 2 0 2 2 2 2 2 1 1 2
split_gain=2.19234 4.57404 3.10508 2.82522 3.98608 3.23046 2.39351 5.85797 5.16366 2.41667 2.02533 2.46104 2.45941 5.76652 4.50859 3.79275 2.01299 2.63889 1.97682 1.68443 3.30112 3.13089 2.12013 1.71365 4.05481 4.38529 3.10978 2.29578 3.75078 1.7096
threshold=42.783136484500005 42.844429421150004 0.58887458460000019 42.684965421050009 0.48368312325000012 42.720329370750001 42.154118731400011 0.48271009850000007 0.34479506600000004 0.56579144335000009 0.41973294215000007 41.243661560350013 0.3584174126500001 0.49194634890000005 41.976795488650005 0.48735067810000005 0.52507409960000018 0.49588335680000006 42.498713093000006 41.559097512700014 41.542492784600007 0.54088200950000009 41.319407281650008 40.300545846000013 40.003678352300007 39.955516828000007 40.371455563000005 0.44720217960000008 0.42802610700000004 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=2 -2 3 6 5 -5 10 8 -8 16 11 -1 13 -12 15 -14 17 -9 -4 20 22 -21 23 24 25 29 -25 28 -28 -17
right_child=1 -3 18 4 -6 -7 7 9 -10 -11 12 -13 14 -15 -16 19 -18 -19 -20 21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=-0.0028988143003528095 -0.004867570339629949 -8.7540653511623511e-05 -0.0017945369680401819 0.0029773265658281146 -0.0011746991725548057 -0.00015767452736999542 0.0010313677610660765 -0.00060924016912062694 -0.0029934141915033035 0.0017435471643320649 0.00044840738213714713 0.0018103138123819755 -0.003583829068407025 0.0025111362325075967 0.0020133979122230654 0.00016058606439631488 -0.0012155387639427443 0.0017880810262015528 0.0023151561648185022 -0.0028872714939741128 0.0028595275221935386 0.00011763799493438389 -0.001942305562158053 0.0027480072670722925 -0.0017841480190611469 0.0029426494053486126 -5.9857888349663463e-05 -0.001443987380880516 0.0020337055243915074 -0.00081852381096386836
leaf_weight=2.8937436877749851 1.4656617096625257 146.2116759341443 7.7272127769538184 8.8477166146039945 3.3773421812802544 3.2606681622564784 3.1162212388589969 7.2216755449771934 8.9384883437305671 6.4168322309851638 132.0213634124957 1.1141952569596467 2.0703802471980444 10.613907262682913 8.7983196005225164 93.376106618903577 7.9351486954838029 6.1737616956233978 0.95306571340188373 3.871769988909362 3.1960343271493903 7.1642562332563102 3.615072224289178 4.5045507922768584 8.6826937049627286 3.8675376810133448 18.389146842062477 4.4143722448498002 9.3607903718948346 15.004027424380181
leaf_count=217 17 1581 550 60 25 21 31 31 87 22 604 33 40 53 37 612 68 23 24 41 13 39 36 13 75 10 96 33 31 110
internal_value=0.000145073 -0.000134981 0.000249268 0.000284875 0.00141169 0.0021331 0.000238063 -0.000385924 -0.00195298 0.000294875 0.000312655 -0.00158969 0.000335833 0.000601901 0.000132142 3.89009e-05 -0.000140926 0.00049565 -0.00134331 8.16515e-05 0.00015 -0.000936575 9.62841e-05 0.000143046 -1.15493e-05 0.000125567 0.000652886 0.000359469 0.000646357 2.50392e-05
internal_weight=544.604 147.677 396.926 388.246 15.4857 12.1084 372.76 39.8021 12.0547 27.7474 332.958 4.00794 328.95 142.635 186.315 177.517 21.3306 13.3954 8.68028 175.446 164.41 11.036 161.214 157.599 120.93 112.248 36.6689 32.1643 27.7499 108.38
internal_count=4633 1598 3035 2461 106 81 2355 262 118 144 2093 250 1843 657 1186 1149 122 54 574 1109 1029 80 1016 980 807 732 173 160 127 722
is_linear=0
shrinkage=0.00269235


Tree=423
num_leaves=31
num_cat=0
split_feature=2 0 2 0 2 2 2 0 2 2 0 2 1 2 0 1 2 1 0 0 1 0 1 1 0 0 2 0 0 1
split_gain=4.45755 4.87068 3.77508 3.55613 3.0586 3.05304 5.09577 4.02714 3.03652 4.16846 4.50915 2.50924 2.48339 2.42378 6.42707 4.88596 3.02616 3.75479 5.59043 3.50932 2.58656 3.09897 2.22207 2.0632 1.78538 1.74377 1.72365 4.95013 1.76289 1.66909
threshold=42.783136484500005 0.57212358910000016 42.982930821650008 0.41973294215000007 40.00488309970001 42.684965421050009 42.620627117000005 0.48368312325000012 43.067541470150012 43.157831852650006 0.50386215985000016 41.243661560350013 0.31168228495000011 42.154118731400011 0.48271009850000007 0.34479506600000004 42.027798546600003 0.3584174126500001 0.49194634890000005 0.49688632075000011 0.43643902880000007 0.52468488970000016 0.48522499325000007 0.34584293880000011 0.56974342085000018 0.4995209724000001 43.521589032450009 0.47880302985000006 0.47697673720000006 0.36880632320000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -3 6 13 23 -4 10 -10 -1 -13 16 15 -15 17 18 -5 -19 21 -16 -6 -7 25 -21 27 28 -11 -27
right_child=2 4 8 5 22 7 -8 -9 9 26 -12 12 -14 14 20 -17 -18 19 -20 24 -22 -23 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0020534708340288403 -0.0012265696189856018 -0.0015488174826598356 0.0010594898632978742 0.00043954789160732815 0.00017292781785104225 0.00040150328748335466 -0.001601598553644604 -0.00069786194952314883 -0.0029873375083253259 -0.002551176238169835 -2.8827009960423244e-05 -0.001957023671601118 0.0031250842250157402 0.00062759645259690907 0.00064331003846929656 -0.0021417631073251905 0.0012111140180308094 -0.0013562140420736585 0.0019349201417977455 0.00094611757421948566 0.0014735321609926284 -0.00094179627114533487 -0.0019845213172080957 0.0019939756791131969 0.0011764500454605911 -0.00071950931401426003 -0.00013288664280391402 0.0008792801226174691 -1.8176482000458243e-05 0.00014175779066394296
leaf_weight=3.7780218273401251 10.307967089116572 7.8938941287342486 8.2106415126472694 134.06815836159512 13.096640000119804 4.0448964089155206 5.0495484694838515 3.5958434492349616 3.6188422506675115 2.2323983530513969 3.6540891961194575 0.60221605049446203 0.77744120359420776 3.1384875997900945 11.226145885884767 7.9285207465291023 13.72032645344734 5.4260179419070473 9.4450342655181867 9.0173190608620626 5.7422471195459357 7.1099769026041022 1.9336339223664243 9.8968979138880968 6.0979494079947463 8.373009540140627 113.63163076457568 17.415059479419142 1.7144461125135424 154.04945950116962
leaf_count=217 92 459 40 588 97 17 37 22 55 42 29 48 3 15 41 69 49 59 46 32 16 56 192 62 24 39 1252 80 8 847
internal_value=0.000139808 0.000240399 -0.000126717 0.000288304 -0.000601931 0.000308393 0.00027306 0.00107476 -5.1375e-05 -0.000115486 -0.00150091 -0.00126162 0.00090676 0.00029828 -0.000171407 -0.0013564 0.000346803 0.00031048 0.000537963 0.000132047 0.000373245 2.86725e-05 -0.000104626 0.00153196 0.000177532 0.000142001 -4.0845e-05 0.000448757 -0.00145088 9.73588e-05
internal_weight=586.797 426.012 160.785 403.088 22.9242 397.93 380.392 17.5376 150.477 142.266 7.27293 5.15768 1.37966 375.343 35.1454 11.067 340.197 326.477 143.513 182.964 24.0784 18.3361 15.0303 13.9418 177.538 171.44 134.994 21.3619 3.94684 162.422
internal_count=4633 3035 1598 2287 748 2019 1918 101 1506 1466 84 268 51 1881 197 84 1684 1635 634 1001 113 97 289 79 942 918 1382 130 50 886
is_linear=0
shrinkage=0.00187865


Tree=424
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 2 2 0 0 2 0 1 2 2 1 1 1 2 1 0 2 2 2 2 2 1 0 0 0 2
split_gain=3.10488 3.99547 3.14192 4.02367 3.01012 2.53051 4.10075 3.28851 5.974 7.98267 3.25029 2.42899 2.32907 4.96387 3.11424 2.88724 4.12822 2.34783 1.97326 1.90235 2.7006 2.46777 7.95237 3.00435 2.09434 3.08695 2.28217 2.69113 4.05054 2.68948
threshold=0.52324780695000006 0.47880302985000006 43.521589032450009 0.50913146310000013 0.53146612375000013 42.684965421050009 42.123054668150012 0.48389269780000005 0.50291907430000016 43.157831852650006 0.48320409570000006 0.50634711535000021 44.279556297950009 43.968221017800005 0.3975479776000001 0.39431454150000006 0.38976377950000002 38.324118171300007 0.3465914194000001 0.47847369840000004 40.518963363600001 42.759119507950011 43.477771593600004 42.686561923500008 42.154118731400011 0.34479506600000004 0.47697673720000006 0.47500074850000013 0.47396784530000008 42.123054668150012
decision_type=2 2 2 2 2 2 2 2 2 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 5 18 12 6 -3 -7 9 -9 -8 -6 13 14 15 16 -2 -18 -4 21 -21 23 -23 24 26 -26 27 28 29 -1
right_child=4 2 3 -5 11 7 10 8 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00034198287443562293 0.00073151769946900658 0.0005597030033392933 -0.0010532758181970227 -0.0029834083201689858 9.8591894920775308e-05 0.0016775084522607443 -0.0025052729097147139 -0.0031681690455163274 0.0019362283718861906 0.0014142728096879268 -7.3393478082277454e-05 -0.001345105691650325 -0.00261413850323289 0.0026355117468347929 -0.0026754084859225173 0.00070809975730699219 -0.00065988282190105002 -0.0030352109559978703 0.00071884990986422284 0.00011776889978468281 -0.0030159920503090246 -0.002574818070447597 5.1521091519561139e-05 0.0025321151729348111 0.00089006126883227582 -0.0020390605714280933 0.00084649743029177279 -0.0015136536800388226 0.0021392577611535212 0.002850886388626362
leaf_weight=24.266644309973351 4.5037367865443363 147.72332613915205 5.5914602652192142 2.8956459731562054 178.57894325989764 22.40553118288517 4.0155599787831298 4.4774181321263296 6.5099885296076527 3.8545782677829266 11.77812100201845 6.5841427861596449 3.2319477149285367 2.4736697077751151 4.1591890454292288 7.4126959946006528 4.0326149147003871 5.1796477809548378 8.8310608989559096 3.2572812512516967 2.7749141659587622 7.7065199471544465 33.984310240019113 3.0814135558903208 3.1667678798548859 5.1464640442281961 26.392645336687565 5.7930231615900984 5.0182057805359355 1.5280138589441765
leaf_count=419 18 633 25 60 1456 104 31 31 25 13 51 554 153 6 82 58 28 81 69 13 31 138 309 9 31 49 86 43 19 8
internal_value=0.000153324 0.000292324 0.000481621 -0.000472338 -6.5442e-05 0.00056391 0.000438833 0.001113 0.000260816 -0.00104822 -0.000691701 4.7256e-05 -0.000738729 -0.000520397 -0.000829109 -0.000465665 -0.00110002 -0.00199542 3.18153e-05 -4.57351e-05 -0.00132382 2.06791e-05 -0.000433956 0.000275462 0.000177951 -0.000923267 0.000323267 -5.39798e-05 0.000220449 -0.000152845
internal_weight=556.355 340.199 218.083 17.3182 216.157 200.765 163.517 37.2475 14.842 8.332 15.7937 185.163 30.9935 27.7616 25.2879 21.1287 13.716 9.21226 14.4225 122.116 6.0322 116.084 41.6908 74.3932 71.3118 8.31323 62.9985 36.6059 30.8129 25.7947
internal_count=4633 2197 1042 154 2436 888 715 173 69 44 82 2010 426 273 267 185 127 109 94 1155 44 1111 447 664 655 80 575 489 446 427
is_linear=0
shrinkage=0.00233427


Tree=425
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 0 0 1 0 1 1 0 0 1 1 1 1 1 1 2 2 0 1 0 2 2 2 2 1
split_gain=3.66488 4.76026 3.30759 2.22619 3.02536 3.22096 2.19278 2.26743 2.10054 2.01893 3.29795 4.95022 2.37148 2.04838 1.78939 2.16824 1.66649 4.194 1.64277 3.98532 3.36588 5.05617 1.98211 2.94774 1.75433 2.78461 1.8882 2.89257 2.18904 2.31988
threshold=0.39078171310000004 0.53146612375000013 0.47736594710000008 37.232443001650005 35.119813570500007 0.54413041525000005 0.54504356155000011 0.54353163080000011 0.46280051495000007 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.5206281249000001 0.51657136015000005 0.41997245590000004 0.40437412050000004 0.39431454150000006 0.39563186730000005 0.34524415440000006 0.34536391125000004 42.720329370750001 48.109449608500007 0.47604862130000009 0.35696536035000009 0.42314601355000009 37.572218886150004 41.529896397300007 39.955516828000007 41.909642283050012 0.34007963835000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 18 4 5 -3 7 -5 -6 10 11 12 13 -4 15 -8 -2 -18 24 -20 22 -22 23 -21 -1 -26 27 -27 -28 -30
right_child=1 3 9 6 8 -7 14 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 19 20 21 -23 -24 -25 25 26 28 -29 29 -31
leaf_value=-0.00057777913881271203 -0.0021613011542046799 0.0026218918968109201 0.00054984565086571059 0.00026271964352563162 -0.0034878707380462354 -0.0012909175671516795 0.00033734415488479168 0.0015613395636726304 0.00092206961825666697 -0.00054127918971961305 0.0022624670610876781 -0.0022134198216461321 0.0023715196706420943 -0.00091715085034511533 -1.1143652319532259e-06 -0.0026638644416788686 0.0014572801843296492 -0.0013974321338505451 -0.0038341751438879189 -0.0034083711292481065 -0.0027305422496296519 0.0030251948861751911 0.0017674088434350406 0.00075436330592882381 0.0019099072549671947 0.00016285295754719215 0.002183624136553642 -0.0023288344687529506 -0.0013673478723910545 0.0007317174749564483
leaf_weight=20.001279829768464 8.2836585615295935 2.3999349921941739 219.01740719750524 41.15228858217597 4.156223819591105 4.2959401868865825 3.0503372233360997 12.932874632999299 0.97617631824687112 13.198536697775124 7.9177840910851947 4.8642973862588397 5.0839792247861615 7.1950170919299117 98.981733762426302 4.1706998329609632 4.9197283894754973 16.069288971368223 2.703664947301152 1.7703655925579385 6.3181997854262582 1.3569163084030149 5.5297796167433262 4.1954994490370154 7.3367458619177333 10.630769602954386 4.9020795002579716 5.0200903825461856 5.2928149849176434 14.170628841966389
leaf_count=450 114 7 994 180 75 247 49 47 64 75 23 26 21 38 1264 51 18 347 43 29 129 3 18 43 36 46 15 42 56 83
internal_value=0.000164964 -0.000125264 0.000333645 4.62656e-05 -0.00108635 0.000111511 0.000129845 0.000573246 -0.00264911 0.000489303 0.000545032 0.000487451 0.000544252 0.000503186 -9.59623e-05 -0.00139608 -0.00113381 -0.000728301 -0.000115172 -0.0007593 -0.000325648 -0.00171296 0.000600597 -0.000480925 9.40184e-05 0.000377776 9.68696e-05 -0.000636368 0.000567855 0.000160906
internal_weight=547.895 201.389 346.506 172.116 11.8283 6.69588 160.288 54.0852 5.1324 257.277 244.078 236.161 231.296 226.212 106.203 7.22104 29.2727 20.989 89.2288 21.8744 19.1708 7.67512 11.4956 5.96587 67.3544 47.3531 40.0164 15.6509 24.3655 19.4634
internal_count=4633 2463 2170 1984 393 254 1591 227 139 1177 1102 1079 1053 1032 1364 100 479 365 993 265 222 132 90 72 728 278 242 88 154 139
is_linear=0
shrinkage=0.00270533


Tree=426
num_leaves=31
num_cat=0
split_feature=2 0 1 2 1 1 2 2 0 2 1 2 0 2 2 2 0 0 0 2 2 0 1 0 1 1 1 2 2 1
split_gain=0.603296 1.952 1.75098 1.47971 1.43139 1.2477 1.1756 1.15771 2.96384 1.13963 2.40427 3.98803 2.77451 1.29559 1.28928 1.42959 1.23621 1.21938 2.07541 1.10258 1.82822 3.26697 1.10254 4.8335 2.67583 1.24513 3.24362 3.50554 3.76164 4.81827
threshold=42.154118731400011 0.57927906350000014 0.47447681205000009 42.027798546600003 0.35027394390000005 0.47941678395000004 37.345948426100009 42.477827694800006 0.49067393190000008 42.720329370750001 0.34587287805000005 42.684965421050009 0.56579144335000009 42.527280425250005 42.982930821650008 42.91168285345001 0.52537349185000015 0.47943175355000006 0.48149755995000004 43.067541470150012 43.157831852650006 0.50386215985000016 0.3584174126500001 0.49194634890000005 0.36476452800000009 0.34515433670000012 0.34524415440000006 40.250747516500006 39.427119987250002 0.3459626957000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -4 -7 8 -2 10 11 13 16 -9 15 17 -12 -11 -19 -16 21 -21 23 25 -24 -1 -27 28 29 -28
right_child=7 2 5 4 -6 6 -8 9 -10 14 12 -13 -14 -15 19 -17 -18 18 -20 20 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-0.0013211327862229639 -0.021069947162619396 -0.032425071052725664 0.020495888959974222 -0.00086636671681986847 0.021388044573922266 0.0094047245883549634 -0.032507903766332197 0.013638050165750253 0.0028190435340871758 -0.023129341188020389 -0.0023318748959352698 0.0329187582582798 0.018334154825437959 -0.017811022277555537 0.012431845256058541 -0.028752778299749971 -0.024054125515859184 0.018173498440665504 -0.012683188458189509 -0.043683964393669859 0.00012283618602967227 0.0031989178477656965 -0.020291805596847675 0.029551544633216128 0.00046379241298080058 0.021432109796312288 0.035884507435653752 0.0062553633959806657 -0.029378182204376185 -0.018072767806670272
leaf_weight=53.534191344049759 8.7245475202798861 2.9453575847437596 1.5078009602148084 4.4384594979928789 6.8410954438149929 1.0911395468574485 1.4538039396284146 2.1947892538737523 10.856584667111745 2.5744797715451559 6.1797617636620981 6.1913391500711441 4.2917813598178318 2.7473421290051192 6.2233427823521188 2.954406992532312 4.0324544049799442 3.6340324133634549 4.6002731989719905 2.5039093386149025 107.52149792195996 3.0962896752171218 6.0108230216428629 6.3035660311579695 154.21487797232112 9.51021660864353 2.6285573377972451 43.127909170929343 6.050145654939115 3.7271614330820739
leaf_count=506 79 180 15 26 32 186 233 16 99 35 34 60 38 28 40 41 38 10 40 55 1382 29 56 46 1004 38 11 200 34 42
internal_value=0.000585371 0.00141341 -0.0145179 0.00178957 0.012631 -0.0015038 -0.0145379 -0.000823366 -0.00782491 4.02671e-05 0.00593231 0.0165996 -0.00225603 -0.00384456 -0.00109458 -0.0099393 -0.0109092 -0.00479694 0.000934742 -7.45799e-05 -0.000762616 -0.0177629 0.00136066 0.00351037 -0.000314848 0.00212603 0.00496321 0.00214289 -0.0121538 0.00424254
internal_weight=481.712 303.385 6.9981 296.387 11.2796 4.05274 2.54494 178.327 19.5811 158.746 25.6375 11.1335 14.504 4.94213 133.108 13.7632 10.2122 10.8088 8.23431 119.345 113.122 5.6002 285.107 124.882 160.226 118.578 65.044 55.5338 12.4059 6.35572
internal_count=4633 2609 614 1995 58 434 419 2024 178 1846 214 104 110 44 1632 126 72 85 50 1506 1466 84 1937 877 1060 831 325 287 87 53
is_linear=0
shrinkage=0.030519


Tree=427
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 2 1 0 1 1 1 0 0 1 1 0 2 1 2 2 0 2 2 0 0 2 2 0 2
split_gain=4.93951 6.84296 4.26684 4.13501 3.62928 2.68376 2.90118 2.77341 2.56995 2.19021 2.35202 2.25737 2.58032 3.01034 3.06697 3.7254 2.84356 2.7508 2.43037 2.50204 2.41901 2.03555 3.06749 2.41759 3.8533 3.73309 2.78026 2.60505 2.58447 2.30472
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 44.279556297950009 0.54504356155000011 0.5380527529500001 45.321989007550009 0.40206880030000008 0.51017933595000009 0.50634711535000021 0.43540612555000008 0.4529056016000001 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 40.806664626150003 0.44922307715000004 43.426369480700011 44.749265482150008 0.47847369840000004 40.518963363600001 41.873095646600007 0.41973294215000007 0.47787491390000009 41.741384785950011 41.243661560350013 0.47774018740000007 48.109449608500007
decision_type=2 2 2 2 2 2 2 2 2 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 -3 5 6 7 -4 -5 10 -6 12 -12 -14 15 16 -15 -17 19 -19 -13 23 -23 24 27 28 -26 -1 29 -25
right_child=2 3 4 8 9 -7 -8 -9 -10 -11 11 20 13 14 -16 17 -18 18 -20 -21 -22 22 -24 25 26 -27 -28 -29 -30 -31
leaf_value=-0.0022122169014939619 -0.0007894559248088932 0.00057385670901546936 -0.00017309578040137691 0.00013137563033126893 -0.00060407224742172003 0.00069041773524577662 0.0011665442774055122 -0.0024156967120963447 -0.0018828713405813176 -0.0012444084122538559 0.0012559184785106588 -0.00064418916162599751 -0.0016459054332754659 -0.00016761379675250888 0.0014369928962450998 -0.002699522548900823 0.0022597776296889075 -0.00013659640013311491 0.0013377791024262733 -0.0026999728860015509 0.000336259364476161 0.00012554285369948862 -0.0026931058752705079 -0.00058031134786812788 0.00029189409763470778 -0.0027510005361109434 0.0019478798102312163 0.0014293393738395237 0.0015170536714214631 0.00033058999489822105
leaf_weight=3.9315618723630896 30.392199013615027 228.61551154777408 7.5411012917757017 6.2868829071521741 28.629409290850163 46.001545986160636 4.0637503974139682 3.3223664686083794 4.5782974064350128 7.3795595060801125 11.042411696165798 26.522200373350643 3.6221721023321143 4.1345852538943344 7.6960040330886832 2.4588674632832399 3.9431592123582959 5.4154289886355382 2.7925693243741989 2.255827953107655 17.447636323049664 3.4728043228387824 3.0180563889443874 38.13448424055241 52.104777623899281 2.4909039065241805 4.6156998723745337 1.0386065361090002 3.470025196671485 16.705445487052202
leaf_count=217 479 934 49 29 276 173 17 25 59 554 35 474 19 24 25 68 20 38 9 39 139 13 31 478 265 27 13 19 10 75
internal_value=0.000167082 0.000310744 -7.95133e-05 0.000515274 3.75805e-05 0.000445925 -0.000307533 -0.000858949 -0.000717374 -0.000164138 -9.53911e-05 7.13683e-05 0.000402459 0.000110855 0.0003326 -7.21261e-05 0.00101732 -0.000753119 -0.000295739 -0.000890389 -0.000255138 -6.90054e-05 -0.00118504 -9.8662e-06 0.000275357 -0.000299264 0.000426652 -0.00145125 -0.000194529 -0.000302831
internal_weight=583.124 368.463 214.661 239.481 184.269 60.9288 14.9272 10.8635 10.8652 123.34 115.96 87.3309 43.361 32.3186 28.6964 21.0004 8.07774 12.9227 10.4638 7.67126 43.9698 128.982 6.49086 122.492 61.6906 60.8009 56.7205 4.97017 58.31 54.8399
internal_count=4633 2170 2463 1022 1984 264 91 74 88 1720 1166 890 277 242 223 198 44 154 86 77 613 1148 44 1104 514 590 278 236 563 553
is_linear=0
shrinkage=0.00204504


Tree=428
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 2 1 1 2 1 2 2 2 2 0 1 0 1 1 1 1 2 0 2 1 0 0 2 2 0
split_gain=3.6362 3.06985 3.06406 3.72254 3.62739 2.40668 4.56273 3.36354 2.3494 2.34103 3.65632 3.02702 3.01671 3.77037 2.92201 4.31516 3.22182 6.5433 2.63629 3.28268 3.93738 2.40212 2.15138 2.80531 2.13946 4.5136 2.98391 3.86233 3.62303 2.53929
threshold=0.5485614203000001 0.43540612555000008 44.202975721700007 0.41861022125000008 0.41973294215000007 47.927946529500012 0.4172030777500001 0.3584174126500001 43.895345911700005 0.4529056016000001 44.749265482150008 43.521589032450009 46.095286511800005 47.74983977685001 0.61797550970000004 0.50214065445000011 0.60861950240000018 0.48616807880000007 0.49284452560000008 0.45824975300000009 0.46551001470000003 37.817254840650008 0.47774018740000007 44.749265482150008 0.41917906650000009 0.52324780695000006 0.47938684470000009 42.759119507950011 43.477771593600004 0.54284302865000023
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 22 24 -3 11 18 -12 -14 16 -16 17 -15 19 21 -21 -11 23 -4 25 26 27 -6 -29 -26
right_child=1 9 3 -5 8 -7 -8 -9 -10 10 12 -13 13 14 15 -17 -18 -19 -20 20 -22 -23 -24 -25 29 -27 -28 28 -30 -31
leaf_value=-0.0016442149084108478 -0.0010252147641423735 0.00035517019592074678 -0.0031208239190798404 -0.0029154802019082495 0.0002168759457508426 0.00037649597080032117 0.0030099820067319414 -0.0020061712920600161 0.0013452908435583543 0.00071284069759122856 0.0022000499034398563 -0.0025768962759772159 -0.0030177053292321037 0.0018247338622600711 -0.0041695904933006823 0.00017880928618586991 0.0024016688192785101 -0.0027558735902064326 -0.002453533516878621 0.0013303241961605784 -0.00075266516702858716 -0.0028295393033632792 0.0012742241888256867 0.00017672447953941207 -0.00019580099907631535 -0.00034061102942943626 0.00053580201655948994 -0.002180114012239292 0.00036634674643781811 0.0013281756214893192
leaf_weight=5.1048321987036607 20.848132745362818 45.243804326280951 2.116041470319038 2.8279811155516645 81.286041634622961 22.745711465133354 1.6568565163761366 9.6976590882986766 12.18178512342274 1.4057894735597134 3.9618276655674007 4.7442465582862487 2.0628860136494067 4.1781589426100272 1.6871531233191479 4.7285975581035018 5.073815131559968 2.8639926994219422 3.5468076165998346 8.5478578200563806 11.730100424960254 4.0423132013529539 3.9076144248247147 4.1876627905294299 8.2469873540103453 58.225536115467548 195.70818106085062 7.651708376593886 5.0560159869492054 21.458179704844952
leaf_count=344 239 275 28 92 461 119 4 231 48 20 13 142 43 20 15 79 28 58 444 57 190 55 12 57 49 434 870 108 28 70
internal_value=0.000144281 -0.00020781 0.000243575 -0.000318923 0.000310717 -0.000153209 -0.000711895 -0.00102164 0.000336318 -4.36625e-05 -0.000351732 -0.000847245 0.000334685 -2.41594e-05 0.000309072 -0.000964692 0.000983566 -3.81664e-05 -0.000566921 -0.000306817 0.000125387 -0.00191549 -8.66248e-05 -0.000930204 0.000303771 0.000252433 0.000371625 2.97854e-05 -0.00116695 0.000905077
internal_weight=566.724 124.665 442.059 47.1395 394.919 44.3115 21.5658 19.909 389.814 103.817 58.5735 34.0171 24.5564 20.5946 18.5317 6.41575 12.116 7.04215 29.2729 25.7261 20.278 5.4481 10.2113 6.3037 377.633 347.927 289.702 93.9938 12.7077 29.7052
internal_count=4633 1678 2955 543 2412 451 332 328 2068 1439 1164 908 256 243 200 94 106 78 766 322 247 75 97 85 2020 1901 1467 597 136 119
is_linear=0
shrinkage=0.00233427


Tree=429
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 2 0 1 1 0 1 2 0 2 2 0 0 2 1 1 1 0 1 0 2 2 1 2 2 0
split_gain=3.34094 3.04887 2.93221 4.84539 2.06399 3.17696 2.34502 2.85796 3.46388 3.85865 2.06134 2.04072 1.93183 2.97565 4.95058 2.46732 3.67604 3.30448 1.86954 5.03034 3.0348 2.60037 3.43525 5.18903 3.81649 2.03892 4.07699 1.95558 1.83865 2.61415
threshold=0.4529056016000001 0.56065686655000013 44.461493122800007 0.41973294215000007 47.927946529500012 48.96897326980001 0.39614083410000006 0.31100865245000009 0.36042334060000009 0.5054040298000001 0.4172030777500001 49.064150740050003 0.57212358910000016 40.94178426300001 40.00488309970001 0.56579144335000009 0.56065686655000013 40.858951393400005 0.43584024430000007 0.42991227810000004 0.43121463430000007 0.55348642255000013 0.41917906650000009 0.53998383280000006 38.751720283100006 40.858951393400005 0.42111014640000005 38.804629908750009 43.895345911700005 0.52324780695000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 -1 10 -6 -7 -8 -9 -10 -4 -11 15 14 -14 16 18 -18 19 21 -21 22 23 28 -25 27 -27 -24 29 -5
right_child=1 -3 4 12 5 6 7 8 9 11 -12 -13 13 -15 -16 -17 17 -19 -20 20 -22 -23 25 24 -26 26 -28 -29 -30 -31
leaf_value=-0.0016099410245829322 -0.0036540202668674097 -0.00029188471939814404 -0.0011303717536643621 0.00035382477897389052 0.00075361679723954676 -0.0030196179461011619 0.0013683245605282043 -0.003516685824847474 0.0030180886904191714 0.0021109948930869349 0.00031693052763625494 -0.0016041919793700814 -0.0023900238782797829 -0.0026519234502531083 0.0018880194928504678 0.0011366025372724028 -0.002725313001328878 0.00026557607053233009 0.0011321764633999672 -0.0039030577525900642 -0.00060640720969451945 -0.0012553680658033183 0.0013945742374250232 0.00028332060663032246 -0.0021805237508010526 0.0025081600854973919 0.00032671267562036982 -0.00036123797691981516 0.0010697415866704706 -0.00019101879497432128
leaf_weight=6.5184789968188843 1.3127923253923643 51.589175069238991 17.900498164817694 301.35317677492276 16.332836963236335 1.7482800856232632 3.4244896098971358 1.9777640588581542 1.3762353509664533 0.82339292019605625 6.320148352533578 4.7511581559665501 2.1521328026428801 2.6792176607996225 3.1826293617486954 16.153218783438206 3.6628696769475928 3.3634362556040287 12.301135066896675 2.0059442594647399 3.9070015233010054 5.0450477739796034 5.1812683939933795 5.1876926347613317 7.0251291915774345 9.2048381567001361 7.2848663646727791 7.1877284720540047 14.508739314973353 48.529715340584517
leaf_count=348 20 1151 321 1467 70 16 12 18 3 4 50 142 75 36 9 66 32 15 40 28 31 56 18 33 47 25 42 29 56 373
internal_value=0.000146344 -0.000375318 0.000199304 0.000255247 -0.000278127 9.95661e-05 -0.000657987 -0.000323755 -0.000972741 -0.000248891 -0.000752712 -0.00105544 0.000281683 -0.000778622 0.000162185 0.000300486 0.000269491 -0.0012936 0.000295109 0.000270381 -0.00172478 0.00029912 0.000318462 0.00026295 -0.00113395 0.00104289 0.00154443 0.000374257 0.000309768 0.000278253
internal_weight=573.991 52.902 521.089 466.434 54.6548 30.4342 14.1013 12.353 8.92855 6.95079 24.2206 5.57455 459.916 8.01398 5.33476 451.902 435.749 7.02631 428.722 416.421 5.91295 410.508 405.463 376.604 12.2128 28.8587 16.4897 12.369 364.392 349.883
internal_count=4633 1171 3462 2826 636 265 195 179 167 149 371 146 2478 120 84 2358 2292 47 2245 2205 59 2146 2090 1976 80 114 67 47 1896 1840
is_linear=0
shrinkage=0.00217865


Tree=430
num_leaves=31
num_cat=0
split_feature=1 2 2 0 0 0 0 1 1 1 1 1 1 0 0 2 1 1 0 2 2 2 0 2 1 2 2 0 2 2
split_gain=0.620582 0.958322 1.22463 0.62477 1.06779 0.504807 2.69414 1.80766 1.49478 1.12854 1.18665 1.51203 2.86294 4.02958 2.16947 3.43219 5.67096 1.99803 6.19475 4.49284 1.86422 1.82198 1.75412 1.23177 1.30198 0.869755 4.05513 4.50078 2.86936 2.83623
threshold=0.50634711535000021 48.109449608500007 48.914776625700007 0.39587138110000003 0.3733870243500001 0.52432561900000019 0.52688542260000015 0.39019789825000006 0.3979222179000001 0.38334181610000007 0.39170982905000007 0.4172030777500001 0.40651477500000005 0.53938504835000012 0.53447501570000011 41.444941515100005 0.3975479776000001 0.42111014640000005 0.53998383280000006 39.571921479100006 41.542492784600007 45.205561619650005 0.54191491270000014 43.663128814500006 0.39670967935000007 40.806664626150003 39.476991512000005 0.55688452445000014 40.00488309970001 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=3 -2 -3 4 -1 -5 7 -7 -9 -8 -11 12 14 -14 15 16 -12 19 -19 -13 -21 -17 -20 -16 -25 26 -24 -28 -29 -27
right_child=1 2 -4 5 -6 6 9 8 -10 10 11 17 13 -15 23 21 -18 18 22 20 -22 -23 25 24 -26 29 27 28 -30 -31
leaf_value=0.0043497801280126293 -0.029244006986702438 0.012206016745395152 -0.029549244891123972 0.0014842009770696962 -0.034340967172903525 0.0044942603512258808 -0.021365330724533529 -0.035478598710043698 0.0067508810862288073 0.012716929426303749 0.019269305913216375 -0.014147961626278033 -0.00029124011657997621 -0.040426581610326362 0.0087383977165329807 -0.036133989229590172 -0.03290556430902062 -0.048172858602832963 0.023060929161094996 0.0079432766089900884 0.026628165502115966 0.0069404763478406418 0.0037468356654650867 -0.032554465148976058 0.0019554274115082936 0.022504506650644109 -0.047851327516684423 -0.037447091711382968 0.0017009283388303251 0.00042143177886972848
leaf_weight=1.2231366299092763 1.4364810979313904 1.8952193446457388 0.82042170036584128 300.80411639920203 1.1083178060362113 1.9967261888086785 1.9446538258343924 3.8391979103907943 0.83118625544011582 6.2500957939773789 5.1553963553160411 5.1814060127362636 4.1864408608525974 3.9755723669659346 15.505605934187772 4.2122783614322543 2.5322440713644028 2.1402724771760395 2.8355477079749098 9.9965551085770148 7.7095799981616429 0.98827630095183838 22.616736676805886 1.291960316710173 2.872661593137309 5.2024087458848944 2.8909072652459136 1.9535916810855249 6.9758230024017394 53.446268741041422
leaf_count=18 468 15 71 2062 170 15 13 81 30 29 29 35 40 61 69 133 54 37 10 37 34 5 385 36 29 22 21 45 64 515
internal_value=0.000605772 -0.0103846 -0.000408656 0.000700908 -0.0140429 0.000772921 -0.000439078 -0.0182424 -0.027963 0.000259697 0.000510134 3.82226e-05 -0.00472041 -0.0198405 -0.000929989 -0.0100349 0.00208334 0.00164033 -0.000132515 0.00923607 0.016079 -0.0279484 0.0009394 0.00503565 -0.00875033 0.000265541 -0.00333604 -0.0168883 -0.00686394 0.0023803
internal_weight=483.819 4.15212 2.71564 479.667 2.33145 477.336 176.531 6.66711 4.67038 169.864 167.92 161.67 40.7204 8.16201 32.5584 12.8882 7.68764 120.949 98.0616 22.8875 17.7061 5.20055 95.9213 19.6702 4.16462 93.0857 34.4371 11.8203 8.92941 58.6487
internal_count=4633 554 86 4079 188 3891 1829 126 111 1703 1690 1661 456 101 355 221 83 1205 1099 106 71 138 1062 134 65 1052 515 130 109 537
is_linear=0
shrinkage=0.0285509


Tree=431
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 2 2 0 0 2 1 1 1 1 0 2 0 1 2 2 1 1 2 0 1 1 2 0 0
split_gain=2.7657 4.14875 2.47923 2.85011 4.40881 2.63983 2.61989 3.30593 3.272 3.22579 2.3737 2.36866 2.80522 4.01367 2.29443 2.58035 2.26009 2.25475 2.34538 2.1492 3.73703 2.14231 2.09816 2.96809 2.55642 1.82531 1.6574 3.94717 3.8798 7.68375
threshold=0.52324780695000006 0.47736594710000008 0.39995808510000008 0.39563186730000005 0.39431454150000006 0.54504356155000011 39.571921479100006 44.279556297950009 0.53312775065000018 0.53146612375000013 36.558960102350007 0.39078171310000004 0.39019789825000006 0.38906020780000011 0.39170982905000007 0.52769378160000013 49.960114208400007 0.5206281249000001 0.38512319990000005 40.300545846000013 42.686561923500008 0.38976377950000002 0.43540612555000008 42.081757894750005 0.55980359870000018 0.42039160505000012 0.3447651268000001 40.408647214050006 0.47568935060000012 0.47396784530000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 3 4 14 6 25 -8 9 -9 -5 12 13 17 15 21 -12 18 -3 -13 -21 -2 23 -7 -24 -4 28 -28 29 -1
right_child=2 11 5 10 -6 22 7 8 -10 -11 16 19 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00013180455414330504 -4.6753242607047317e-05 0.00047540328073509148 -0.001113588165959252 0.00092920258025246886 0.0014792424357091502 -0.00041856898206522062 0.0010736896473428133 -0.002545633767028794 -0.003434160526302191 0.0018603336626052945 -0.0023259038643344433 -0.0033391219579502517 0.0019104501776247634 -0.0017463464874397838 -0.0020761210486396186 0.00069466616122862337 0.0015220389066857916 0.0020679899829148859 -0.0012876553033939122 0.0022964145704766044 -0.0026634308370672606 -0.002423389317358019 0.0010533836183594244 -0.0027974354010525649 -0.00012779548105231074 0.0008030923698913511 -0.0031176632776910109 -0.00030414624239441523 -0.0027404397765703175 0.0024044252798543862
leaf_weight=45.452234426047653 4.5603293394669979 224.74903114605695 8.2353825848549587 1.8882982730865467 6.9885617690160862 20.214761722832922 35.270724846050143 1.4464210886508215 1.8993282504379747 2.7586503624916077 9.6567713823169434 1.7185100410133589 7.5616124868392935 4.7338691242039195 5.2588404463604084 8.1819419153034669 0.95811206847429353 4.9732415024191132 4.3928935229778281 1.8162974044680598 1.6605594283901153 4.1247771084308624 12.020443659275768 3.5159467505291095 80.766107450937852 4.3285472281277171 3.1126435161568216 33.415928518399596 2.5999415311962357 8.0256197080016118
leaf_count=521 29 1012 51 13 33 171 123 79 19 8 208 23 23 26 97 38 8 21 20 8 64 29 51 67 1393 19 89 351 16 23
internal_value=0.000152386 0.000284642 -6.22765e-05 -0.000585172 -0.000175365 6.53907e-05 0.000502466 0.000792678 -0.000830982 0.00034481 -0.00153943 0.000443803 0.00047747 0.000432104 -0.00069798 -0.0002683 -0.00197858 0.000476152 0.000441604 -0.00115297 -7.24256e-05 -0.00117548 -0.000136944 -0.000771022 2.52256e-05 -0.00045325 -0.00014779 -0.000543889 0.000110226 0.000248817
internal_weight=556.286 344.212 212.074 41.6176 29.1145 170.456 53.9391 41.3751 6.1044 4.20507 12.5032 251.606 246.411 238.849 22.1259 16.867 10.6149 234.115 229.142 5.19537 3.47686 8.68511 116.517 23.7307 92.7866 12.5639 92.6064 36.5286 56.0778 53.4779
internal_count=4633 2197 2436 455 226 1981 299 229 106 87 229 1197 1102 1079 193 96 216 1053 1032 95 72 58 1682 238 1444 70 1000 440 560 544
is_linear=0
shrinkage=0.00238964


Tree=432
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 0 2 2 0 0 0 0 1 0 2 1 1 1 2 2 1 2 0 0 0 0 0 0 1
split_gain=0.585576 2.16677 1.61709 2.77395 2.46434 1.35674 3.44009 0.980279 1.61927 2.99571 0.900119 1.05238 1.51898 0.878287 0.850333 2.30192 0.78545 3.53076 2.44987 1.61433 2.19253 3.05858 2.18726 1.70552 3.09311 1.28644 1.25973 1.28571 1.09304 0.761361
threshold=42.783136484500005 42.982930821650008 42.684965421050009 0.48368312325000012 42.720329370750001 42.620627117000005 0.49588335680000006 43.067541470150012 43.157831852650006 0.50386215985000016 0.59930840395000018 0.62143349005000015 0.63528038085000016 0.34614233110000009 0.41973294215000007 41.243661560350013 0.34626208795000007 0.34575312120000007 0.35585760905000008 43.735142172100005 44.578137159850009 0.32467590790000006 48.96897326980001 0.39614083410000006 0.39672464895000009 0.48119816770000007 0.47787491390000009 0.47673722340000008 0.47396784530000008 0.32467590790000006
decision_type=2 2 2 2 2 2 2 2 2 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 5 4 -4 10 -7 -3 9 -9 14 -12 -13 -2 15 -1 17 19 -18 25 26 22 23 -22 -25 28 27 -21 -10 -16
right_child=1 7 3 -5 -6 6 -8 8 16 -11 11 12 -14 -15 29 -17 18 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.038471226176681084 -0.028741668187199015 0.013617343337536834 0.037557375176242483 -0.01414639119004215 -0.0019410816577555424 -0.0474065888285502 0.010929333035509897 -0.049451009690523025 -0.0024300430800162842 0.0031938588728012405 -0.037429112319214655 0.018235549686246737 -0.039138814937713449 -0.0061843795806850984 0.013673214731473884 0.027154659259382711 0.021615581084321888 -0.044856559480833308 5.8826536441576316e-05 0.01137513997282699 0.032599580581423468 -0.035366056071344298 -0.014067435344981134 -0.030683105682493796 0.024992545135872457 0.0017872085760162687 0.0021217450321353451 0.046671321750740763 -0.042304952069520382 0.0014230521271847471
leaf_weight=2.0543747569900002 4.6984815539326501 6.1910869017010546 5.9083471298217756 3.1813650634139767 2.9691431762184948 2.4387697596102944 2.6267489102901891 2.3797078838688313 1.262756010750308 3.1319315219298005 1.6110851846169669 1.7201553364866415 0.86886010669695668 3.9958361802855507 6.4744746610522261 0.99132027151063074 7.3454098999500266 2.4798403792083255 64.597524556564167 2.7021108441986161 3.5471167613286543 3.2898902324959627 5.9704030230641356 2.2197011709213257 2.8526242515072227 2.7850397974252701 4.1736284643411636 2.4724394381046295 2.6964521259069443 322.5783756407327
leaf_count=217 47 40 60 27 21 28 26 55 31 29 156 67 266 45 29 47 29 22 1053 49 21 36 40 14 30 10 15 5 27 2091
internal_value=0.000718069 -0.00132371 0.00146212 0.0141915 0.0243468 0.00101245 -0.0171562 -8.93346e-05 -0.000834324 -0.0195361 0.00128611 -0.0149853 -0.00101899 -0.0183745 0.0014919 -0.0171112 0.00011662 -0.0041132 0.00225978 -0.00113909 0.00269823 -0.00455919 0.0023875 0.0137853 0.000628314 -0.0166311 0.0165791 0.0282399 -0.0295872 0.00166409
internal_weight=482.215 128.792 353.423 12.0589 8.87749 341.364 5.06552 120.098 113.907 5.51164 336.299 4.2001 2.58902 8.69432 332.099 3.0457 108.395 36.452 71.9429 33.9722 27.2279 17.8797 14.5898 8.61944 5.07233 6.74425 9.34818 5.17455 3.95921 329.053
internal_count=4633 1598 3035 108 81 2927 54 1506 1466 84 2873 489 333 92 2384 264 1382 300 1082 278 210 141 105 65 44 68 69 54 58 2120
is_linear=0
shrinkage=0.0353699


Tree=433
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 0 2 2 2 0 1 0 2 2 0 2 0 1 2 2 2 1 1 1 1 2 0 1 2
split_gain=2.09795 3.27741 3.10377 2.38436 3.21277 3.52715 2.01151 2.10082 3.0815 3.4091 2.9247 2.32457 1.84309 2.77913 2.28575 3.71848 2.67889 2.33591 2.13458 2.09637 3.26312 4.20316 2.68829 2.32471 1.81027 4.92747 1.79771 1.69123 1.64303 2.16842
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 43.930205408700004 0.51017933595000009 0.4995209724000001 0.54504356155000011 40.408647214050006 40.00488309970001 39.571921479100006 0.54284302865000023 0.41861022125000008 0.47847369840000004 40.518963363600001 41.873095646600007 0.47787491390000009 41.741384785950011 0.47736594710000008 0.36042334060000009 43.847983878700006 42.759119507950011 42.686561923500008 0.34458549145000011 0.34007963835000005 0.39431454150000006 0.39563186730000005 44.131787411600008 0.53866650695000018 0.43540612555000008 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 12 24 -3 5 -5 7 8 9 -4 11 -9 14 -14 16 18 17 -1 19 20 21 -16 23 -22 -2 -26 -21 -6 29 -8
right_child=2 3 6 4 27 -7 28 10 -10 -11 -12 -13 13 -15 15 -17 -18 -19 -20 26 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00019316694925149722 -0.0021114859616131274 0.00057225709250156485 -0.0004560777656088755 -0.0014091032825360986 -0.0040560790397897971 0.002303146398094287 -0.00036122360527426434 0.00085235829732756415 -0.0025982725227737583 0.0022784944203702133 0.0021664298300291076 -0.0012778683653186945 0.00015885037243698605 -0.0036918088556777751 -0.0010360758493879873 -0.0037764811897312471 0.0025897972238124647 0.0011175848036554629 0.0015469907625583216 0.0021321287168763509 -0.0033058995040150959 0.0028025540644703159 -0.0037254255087253332 0.0020675107627263645 0.0019676188209202805 -0.0013141959355889321 -0.00016169456548076523 -6.5178894211825753e-05 3.733366071702382e-05 -0.0023928806002990314
leaf_weight=34.858757860143669 7.9369388323975754 208.75657726451755 13.777483675628906 4.5640838630497438 2.7764994241297236 3.8533733859658241 21.226825327612463 19.252803089097146 3.6107683330774298 5.0988561436533919 10.921170099638401 5.3420033808797589 3.3268697112798682 2.832895802333951 11.613411295693369 2.5618183463811866 4.2310389131307593 16.283446334302425 4.8877917518839231 3.1780750937759903 1.143057644600048 2.9125420525670043 5.2816292606294155 1.5464602708816526 4.9694204917177585 15.031762475846334 22.787600428797305 1.2602576296776531 89.236413079692284 5.3742816881276658
leaf_count=446 114 919 78 25 52 16 173 84 20 13 39 30 13 31 117 27 16 52 38 36 60 8 78 4 18 347 222 10 1444 103
internal_value=0.000157594 0.000295004 -7.30275e-05 0.000499805 -0.000714636 0.000290304 6.90292e-05 0.000503356 -0.000179999 0.000282582 0.000936025 0.000389672 -9.07437e-05 -0.00161208 -6.5363e-06 -0.000414032 0.000404927 0.00022417 -0.000252572 -0.000434069 -0.00107248 -0.000266407 -0.00254139 -0.000216214 -0.000956954 -0.000498808 0.000119058 -0.00281014 -0.00014845 -0.000771684
internal_weight=540.435 338.656 201.779 221.211 12.4542 8.41746 173.841 58.0031 22.4871 18.8763 35.516 24.5948 117.445 6.15977 111.286 55.9124 55.3732 51.1422 53.3506 48.4628 22.4971 14.526 7.97115 2.68952 27.9381 20.0012 25.9657 4.03676 115.838 26.6011
internal_count=4633 2170 2463 1022 103 41 1984 264 111 91 153 114 1148 44 1104 590 514 498 563 525 267 125 142 64 479 365 258 62 1720 276
is_linear=0
shrinkage=0.00285714


Tree=434
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 1 1 1 1 0 0 1 2 2 2 0 0 2 0 0 2 0 1 2 1 1 2 2 2 0
split_gain=0.62874 0.932161 0.580656 2.30246 1.61308 1.53151 0.911444 1.03034 1.80546 0.870114 1.76321 2.64659 1.67862 2.00752 2.48507 3.85711 2.73433 2.16639 2.108 5.26862 6.21955 1.97703 1.82507 1.72259 2.7001 1.46363 1.23583 2.19789 1.1441 3.79376
threshold=0.39587138110000003 0.3733870243500001 0.52432561900000019 0.52688542260000015 0.39019789825000006 0.39808688360000005 0.38334181610000007 0.39170982905000007 0.39394030120000006 0.47880302985000006 0.47847369840000004 0.34515433670000012 43.521589032450009 42.684965421050009 41.257948413050009 0.47943175355000006 0.48077901860000011 41.11191809080001 0.48389269780000005 0.50291907430000016 43.157831852650006 0.50913146310000013 0.3465914194000001 41.873095646600007 0.34536391125000004 0.34575312120000007 41.362929270750008 41.559097512700014 38.751720283100006 0.52252926560000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 -5 -8 -9 10 -2 -12 13 14 17 -16 -17 28 25 20 -20 22 -14 24 -18 -15 -26 -28 -11 -30
right_child=2 -3 3 6 5 -7 7 8 -10 12 11 -13 21 18 15 16 23 -19 19 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=0.0024291802668472643 0.00017220215371523348 -0.034704092538764116 0.0038895554067389089 -0.019662593489190996 -0.035059830224423744 0.0098215674549955098 0.011681859970650403 -0.032465068431434062 3.090486410610171e-05 -0.00048449043000579835 -0.039831484296341951 0.00034271290009756707 -0.014436556685113844 0.0094619459269446836 0.021836442354575967 -0.026622122312661572 0.0048332046659591895 0.02005369752154117 -0.038225162971061578 0.022221740331758187 0.014332359380318875 -0.02748995075255542 0.0075292624228033046 0.002122539521505238 -0.032944175875511211 0.026458452961107555 0.003582867119740834 -0.025790643344515245 0.0033477945501735563 0.027192928641879652
leaf_weight=1.2227309886366122 98.976215820061043 1.0360394446179269 1.9939219988882531 1.9415654763579357 3.6570169692859054 0.76221597427502263 6.2293230108916751 1.4308693073689926 162.83580813743902 37.51019230671227 2.3376527056097975 3.2541114334017038 5.3430985230952484 9.8161583691835457 4.5712222009897223 4.7412818074226371 6.617157697677615 6.9664995297789565 4.1177834346890432 5.7510739602148533 3.4187594931572676 2.9988593442249103 7.6037063077092171 21.206325847655535 3.352032594382762 7.3507635705173007 3.9093047529458982 4.6000198777765036 49.25002100598067 6.2362061589956275
leaf_count=18 923 170 15 13 85 26 29 37 2178 190 24 20 25 37 29 32 24 35 31 26 13 87 69 96 22 67 20 28 244 20
internal_value=0.000557591 -0.0146029 0.000629114 -0.000669831 -0.0176158 -0.0273188 -3.95911e-05 0.000183871 -0.000252156 0.00140369 -0.000716788 -0.0164522 0.00253869 0.00333464 0.00195703 -0.00335674 -0.00594899 0.0045616 0.0100729 0.00145962 -0.0143838 -0.00641705 -0.00153595 -0.0034791 -0.00990766 0.0167397 -0.0181312 -0.012296 0.00340106 0.0060278
internal_weight=481.038 2.25877 478.779 178.851 6.41315 4.41923 172.438 170.496 164.267 299.928 104.568 5.59176 195.36 179.415 148.96 48.9973 44.4261 99.9629 30.4545 13.2876 7.53654 15.9457 12.9468 39.6848 18.4785 17.1669 11.8614 8.50932 92.9964 55.4862
internal_count=4633 188 4445 2383 126 111 2257 2244 2215 2062 967 44 1095 914 740 251 222 489 174 70 44 181 94 190 94 104 70 48 454 264
is_linear=0
shrinkage=0.0288028


Tree=435
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 2 1 0 0 1 2 0 2 0 0 0 0 2 2 0 2 2 2 0 2 0 1 0 0 1
split_gain=0.562421 2.07628 1.45133 1.82409 1.38131 1.02977 1.02275 4.63956 2.31725 1.17821 4.74584 3.61959 2.72328 2.33764 4.6465 3.11989 1.24984 1.20521 2.47002 1.08983 1.0745 4.82837 1.41798 1.38917 1.83203 3.11694 1.56291 1.25315 1.12313 1.8013
threshold=42.081757894750005 42.027798546600003 0.57927906350000014 0.47447681205000009 0.47941678395000004 37.345948426100009 0.3584174126500001 0.49194634890000005 0.49688632075000011 0.34608245260000009 39.852039223600009 0.48032993025000009 41.909642283050012 0.48654231910000006 0.48368312325000012 0.48588365620000007 0.47943175355000006 41.741384785950011 41.559097512700014 0.48735067810000005 41.559097512700014 41.835830569250014 41.641174900500005 0.56685428580000019 39.065416244600009 0.56859076075000015 0.43837010870000009 0.56345618395000019 0.4995209724000001 0.36880632320000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 9 19 12 11 -11 13 14 17 -16 -12 18 -1 -8 23 22 -22 27 25 -25 -26 28 -10 -30
right_child=-2 -3 3 4 5 -7 8 -9 20 10 16 -13 -14 -15 15 -17 -18 -19 -20 -21 21 -23 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.0028240905755647391 -0.00085889741059113527 0.018634019775565891 -0.034213140394749285 0.026091706642935909 0.0083400609280656068 -0.034493491109818523 -0.043197600264482966 0.031145097599219657 0.012844577034797883 0.0055090538204031186 0.031169922963399179 -0.055053140840245103 -0.030335511370794887 0.026284026172710286 -0.04630162660123769 -0.0032993331290543867 0.011019796717993051 0.01508852542440609 -0.024243084282840346 -0.010619211595585289 -0.013834786845024073 0.012564910373673643 -0.046926424271143581 0.019163821691495709 0.033712151840338378 -0.044573039860047972 0.0078156235838430146 -0.016976951315521016 -0.015866195440626736 0.00085172081580355441
leaf_weight=75.650512860622257 179.98234126192983 7.1719383676536372 2.737231255741789 1.3924406267469751 1.1002429338113873 1.2621808559051713 1.7459566239267577 6.0719832740724078 7.3932537697255603 2.4637820760253843 5.5290954150259477 1.7804805487394331 2.8600086254300541 3.8904859721660605 3.4928722679615012 3.5761239230632782 7.7326084822416306 7.5540405665524295 3.703865958377718 2.8002575617283583 2.6173496479168517 5.2387462127953768 2.8144750036299229 1.7294578850269311 3.8825313746929151 1.5010109699796883 6.5730073507875204 4.3931602593511334 7.1818082928657523 112.26145570259541
leaf_count=568 2058 36 180 14 186 222 40 46 30 34 31 13 34 19 23 17 36 29 27 19 15 36 31 15 16 49 38 48 36 687
internal_value=0.000569623 0.00143211 0.00100805 -0.0141216 0.000524712 -0.0145448 0.00135337 0.00355592 -0.000356391 0.00213905 0.00988836 -0.019897 0.000792267 0.00170192 0.000684267 -0.0245473 0.0194208 0.00273656 0.00156073 -0.0231308 0.000309075 -0.00960205 -0.0309811 0.00103886 0.0108504 -0.010451 0.017432 1.56077e-05 0.000604169 -0.000153483
internal_weight=478.085 298.102 290.93 6.4921 3.75486 2.36242 284.438 124.306 160.132 118.234 17.506 4.24426 100.728 97.8679 93.9774 7.069 13.2617 86.9084 79.3544 4.54621 155.586 10.6706 5.43182 144.916 13.686 3.23047 10.4555 131.23 126.837 119.443
internal_count=4633 2575 2539 602 422 408 1937 877 1060 831 114 47 717 683 664 40 67 624 595 59 1001 82 46 919 118 64 54 801 753 723
is_linear=0
shrinkage=0.0323624


Tree=436
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 2 2 1 2 2 2 0 2 1 1 0 2 0 1 2 0 0 1 2 2 1 1 1 2
split_gain=3.45926 4.60929 4.28158 3.16081 2.75262 4.70028 3.4875 2.72404 2.53412 2.89189 5.08482 5.02339 2.28627 3.1374 2.16937 3.92779 2.14275 2.23113 2.49677 2.38164 2.13416 2.5989 2.06554 4.90438 1.88556 4.58328 2.13623 4.43937 2.68283 2.00978
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 44.279556297950009 41.873095646600007 0.47787491390000009 41.741384785950011 47.927946529500012 0.36042334060000009 43.564719632750005 42.759119507950011 42.686561923500008 0.41973294215000007 41.243661560350013 0.34575312120000007 0.34007963835000005 0.54504356155000011 39.571921479100006 0.54284302865000023 0.42039160505000012 38.396531328800009 0.47847369840000004 0.47396784530000008 0.32467590790000006 44.202975721700007 43.968221017800005 0.3975479776000001 0.39431454150000006 0.39563186730000005 37.892416320650007
decision_type=2 2 2 2 2 2 2 2 2 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 24 -3 6 8 12 -5 9 10 11 -6 13 -1 15 -11 17 -4 19 -19 -14 22 23 -22 25 26 27 -2 -29 -30
right_child=2 3 16 7 5 -7 -8 -9 -10 14 -12 -13 20 -15 -16 -17 -18 18 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=-0.0025522275332175524 -0.0018112859647844203 0.00054801608426588194 -0.00038122438128430724 -0.0018477605307312404 -0.00096068474278844225 -0.0030746621426578319 0.0022581846994811196 0.00061375681183768076 0.0013021065008690894 -0.0002963800760220179 -0.0026629348664373347 0.0024449364163304957 0.00099828731505009457 0.0022416858038749993 -0.0017317579959946212 0.0017313066350252574 -0.00013482585047256605 0.0005627558698349344 0.0014549554914337806 -0.0012765357585812016 0.0010444929935524159 -0.0017076945327178896 0.0005100853076883368 -0.0024062337688676954 -0.0025018723610139596 0.0021022308210839739 -0.0021128087807776468 0.0016908986703093004 0.001036446290450915 -0.0026492905674598672
leaf_weight=3.4842237010598174 8.1591235082596665 221.02782297506928 14.810132212936876 5.8277500001713616 11.957274027634414 3.526388391852378 4.5299593759700647 4.3631232231855392 5.1620787577703586 18.276530676987029 7.4038646356202653 3.0084994733333579 15.155774215236304 0.96818081568926562 3.3192106150090686 7.4683107808232299 118.19916498847306 25.401627400889996 15.073363272473214 4.6172940731048575 4.306696340441702 4.5889018625020972 26.446647711098194 4.8713063066825271 3.6299799804110071 2.9029179736971846 7.1253099180757991 5.1393594294786435 1.4691204912960532 1.8613469153642652
leaf_count=217 102 934 78 63 117 38 16 25 38 171 127 8 97 16 75 27 1720 108 52 26 15 31 100 55 185 11 118 17 11 35
internal_value=0.0001509 0.000292108 -9.01246e-05 0.000488872 -7.33958e-05 -0.000435836 0.000265223 -0.000793886 -0.000271415 -0.00042934 -0.00106607 -0.000276069 0.000114307 -0.00150979 6.07302e-05 0.000291831 4.91268e-05 0.000412101 0.000672662 0.000279849 0.000244905 -3.90312e-05 0.000175914 -0.000787011 -0.000908983 -0.000692075 -0.00103356 -0.00057111 0.000623573 -0.00102346
internal_weight=564.081 355.693 208.389 231.219 124.474 60.1222 64.3517 10.1909 56.5958 51.4337 22.3696 14.9658 59.8217 4.4524 29.0641 25.7448 178.102 59.9024 45.0923 30.0189 55.3693 40.2136 35.6247 9.178 30.2872 26.6572 23.7543 16.629 8.46983 3.33047
internal_count=4633 2170 2463 1022 1148 601 547 88 563 525 252 125 531 233 273 198 1984 264 186 134 298 201 170 70 479 294 283 165 63 46
is_linear=0
shrinkage=0.00235581


Tree=437
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 1 2 1 1 1 1 1 0 1 2 2 2 2 2 1 1 0 0 1 1 1 1 2 2 0
split_gain=0.541408 0.873459 0.54783 0.828092 0.779337 2.81349 2.0187 1.6985 1.71488 1.69434 1.92238 1.47157 3.17652 1.32761 1.71567 0.770598 1.23181 0.790401 1.96688 0.74703 0.867028 0.990523 1.36695 1.25306 1.76071 0.971016 0.740455 2.08761 2.03626 1.20204
threshold=0.39587138110000003 0.3733870243500001 0.63013083440000017 0.47634801355000006 0.60710757165000018 0.45824975300000009 44.749265482150008 0.46551001470000003 0.46280051495000007 0.48616807880000007 0.4830394299500001 0.45420795785000007 0.58249753000000004 0.46280051495000007 37.500638522700008 42.123054668150012 41.741384785950011 39.032633164100012 38.911218973650008 0.58454836680000011 0.57854555250000017 0.66977036620000019 0.66011496660000013 0.51869704500000013 0.48250052395000009 0.5225142959500001 0.44922307715000004 42.409092016550012 39.476991512000005 0.56915960600000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 7 -6 13 8 11 10 15 26 -13 -7 -15 16 17 18 -9 20 21 22 23 24 -5 -25 29 28 -28 -2
right_child=2 -3 3 19 5 6 -8 9 -10 -11 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=0.0028129965433981372 0.0010519610397352931 -0.041511782880655629 -0.04140330469234111 0.023635788364784392 -0.054065181141154134 0.039681100206956067 0.031718615572959075 -0.042000145162283238 0.02627499854749776 -0.039065312211688415 0.01618713809986478 -0.038626454209356079 0.0081589291841678048 0.024969005214841824 -0.03723880018316568 -0.045974416211440834 0.030050366309506745 -0.040139010848723677 0.046591293856362057 -0.038704803779659694 0.036290136606426888 -0.03945086329337677 0.027869640779140788 0.046473449190195595 -0.044394569180958826 -0.03597755425793666 0.013887715907740975 0.02582393493597215 -0.019434842740029913 -0.011065576303112844
leaf_weight=1.2275010682642453 413.80929602094693 0.96354296343633894 0.82887274638051067 0.63932483270764429 0.73140909394714793 0.64865106344223056 4.7195674572139978 0.67467287043109425 3.2242888659238806 2.4128160271211527 2.9787782393395901 3.4928143590223035 3.5560268088011071 0.80839153681881759 1.6112867234041912 1.058496097102761 0.67863603681325901 1.4317235075868664 0.55427676439285278 0.69994935789145518 0.68365023704245675 0.86981297263992008 1.5469802315346894 0.6263532091397791 1.6647552796348462 0.23984053524327464 4.8077663327567262 5.4393536560237399 4.1474620401859283 10.184552680468185
leaf_count=18 3036 170 32 3 26 3 34 58 9 147 20 115 44 35 149 20 2 42 1 115 13 113 30 4 74 79 25 19 49 148
internal_value=0.000602111 -0.0166795 0.000681865 -0.00847691 0.000834839 0.0112774 0.0174142 0.000640786 0.00095408 -0.0137179 -0.00542696 0.000770795 -0.015024 -0.00458832 -0.0164558 -0.0200669 -0.0118547 -0.0225431 -0.00204393 -0.00456168 -0.000750561 -0.00528297 0.00101723 -0.0120858 -0.0255178 0.0236436 0.00102476 0.008797 -0.00154506 0.000760891
internal_weight=476.961 2.19104 474.77 7.79954 466.97 8.51931 7.7879 458.451 448.662 9.7894 7.37658 445.437 7.04884 3.06833 2.41968 4.39781 3.33931 2.66067 1.22895 6.97067 6.27072 5.58707 4.71725 3.17027 2.30408 0.866194 438.388 14.3946 8.95523 423.994
internal_count=4633 188 4445 463 3982 247 221 3735 3445 290 143 3436 159 187 184 123 103 101 59 431 316 303 190 160 77 83 3277 93 74 3184
is_linear=0
shrinkage=0.0348455


Tree=438
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 1 1 2 2 2 2 1 1 1 2 0 2 0 1 1 1 0 2 2 2 2 0 0 0 1
split_gain=3.58888 3.68497 2.85892 2.14174 2.1323 2.07585 2.3573 1.90267 3.94196 1.85433 2.10986 2.03548 4.60029 1.85111 2.99115 2.30051 2.04457 2.3478 4.84656 2.25397 4.46067 2.73068 2.75121 1.71649 4.23092 3.65286 2.91735 2.05627 3.686 2.15741
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.50634711535000021 0.52401125715000008 0.39019789825000006 0.38906020780000011 44.202975721700007 43.968221017800005 42.654057868200006 36.377496227400009 0.39431454150000006 0.39563186730000005 0.3447651268000001 40.408647214050006 0.47396784530000008 41.772405911750006 0.47697673720000006 0.34548366815000003 0.34584293880000011 0.34518427590000006 0.45995628875000011 48.109449608500007 42.055256506450007 42.684965421050009 42.686561923500008 0.48077901860000011 0.5195503128500002 0.50913146310000013 0.34512439750000007
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 23 8 9 10 -2 -12 -13 15 -15 -1 17 18 -16 20 -18 22 -21 27 26 -26 -25 28 29 -3
right_child=2 4 3 -5 -6 -7 -8 -9 -10 -11 11 12 -14 14 16 -17 19 -19 -20 21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-9.2652252778158993e-05 -0.0026681263853213424 9.419423637402681e-05 5.307738941490752e-05 -0.0011454836365760448 -0.00059891826270420262 0.0014189166464330255 -0.00087890810914951708 -0.0022438094319929135 0.0019051999883281231 -0.0024406632887392019 -0.0013033318313550482 0.0018900994722232632 -0.00094722566847147056 -0.0026591464223244634 -0.0028351321448045435 0.0010442192866358003 4.0084916142996756e-05 0.0015457267522922342 0.0014713305218598722 -0.0023341543813781866 -0.0027350941856054984 0.0012068604967907933 0.0021441191706525397 -0.0019493368332663677 0.0021965515356391855 0.00029651504934718548 -0.00016706094324021908 0.00159015884316253 -0.00055945814605900992 0.00073856882963958381
leaf_weight=44.474139338242821 1.9674501437693965 30.115292109549046 179.32864826032892 7.013134130917023 9.5781556200236064 9.1465878188610059 6.4872202984988681 3.2895641515497109 2.6983527243137351 2.7906711297109714 6.261371552944186 4.407499395310877 6.262338550761342 2.7467615546193 2.2585971578955668 9.840438172221182 5.0838154852390307 4.6708402782678604 2.4842642098665237 2.6908837547525759 5.4143344797194004 4.4889084156602621 0.80734677612781514 5.7373783160001066 5.0012922883033744 54.442071840167046 15.099365942180155 8.1435663849115354 13.708992708474396 107.42314136773348
leaf_count=521 26 120 1430 554 58 29 30 185 11 68 85 12 92 83 73 37 41 12 13 92 79 20 2 52 56 260 67 23 76 426
internal_value=0.000130219 0.000262984 -8.68043e-05 7.96851e-06 0.000386653 0.000423629 0.000386646 -0.000724878 -0.000519995 -0.000821712 -0.000582649 -0.000340311 0.000224817 -0.000122585 -0.000540688 0.00011332 -0.000332117 0.000475009 -0.000579449 -0.00074315 -0.00139119 0.000108624 -0.00130063 0.000420901 0.000167188 0.000456375 -0.000657809 0.000548689 0.000492613 0.000597477
internal_weight=563.862 349.843 214.019 186.342 264.883 255.305 246.158 27.6772 24.3877 21.6893 18.8987 16.9312 10.6698 84.9603 30.6458 54.3146 27.899 9.4137 4.74286 18.4853 10.4981 7.98714 3.49823 239.671 80.2801 59.4434 20.8367 159.391 151.247 137.538
internal_count=4633 2170 2463 1984 1197 1139 1110 479 294 283 215 189 104 973 415 558 332 98 86 234 120 114 94 1080 435 316 119 645 622 546
is_linear=0
shrinkage=0.00212766


Tree=439
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 2 2 2 0 0 1 1 0 2 0 2 2 0 2 2 0 0 2 0 2 1 2 2 1 0
split_gain=4.179 5.80389 5.13403 5.01788 3.11889 2.80145 2.73024 3.34424 3.34117 4.93008 2.46785 2.88629 2.74144 3.76047 2.43179 2.39477 2.38872 2.05227 2.71612 2.37986 4.00141 2.70745 2.90487 2.53273 2.15921 2.04879 3.881 1.95565 1.92485 1.87854
threshold=0.39078171310000004 0.47880302985000006 0.5380527529500001 0.54504356155000011 0.43540612555000008 44.279556297950009 40.300545846000013 40.467253020850002 0.52769378160000013 0.52889135055000014 0.42473279245000012 0.4172030777500001 0.52432561900000019 48.553014326500012 0.55980359870000018 47.927946529500012 42.081757894750005 0.47847369840000004 40.518963363600001 41.873095646600007 0.47787491390000009 0.41973294215000007 41.243661560350013 0.47774018740000007 41.741384785950011 0.39814676205000005 41.404176814550006 49.960114208400007 0.40115565405000009 0.47568935060000012
decision_type=2 2 2 2 2 2 2 2 2 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 6 -4 16 -3 8 -8 -2 -10 11 12 -9 25 -6 -7 -5 19 -19 21 23 22 -1 29 -23 26 -14 -18 -11 -21
right_child=2 5 3 4 14 15 7 10 9 28 -12 -13 13 -15 -16 -17 27 18 -20 20 -22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0025212998470640949 -0.0030217901391020943 0.00060282385444971221 0.00076391661567325815 -0.00046051922824500585 0.001032510324893425 -0.0016975417065032276 0.0023255857716507648 0.0012505746039869381 0.0015053127890225528 -0.00096166502353847055 -0.0027027820465873893 0.0016906006059974887 0.00051128197252782405 0.0026547270739698189 -8.2728900688531365e-05 0.00062895165134078924 -0.0028055967092978948 5.5213036912740119e-05 -0.0030411103854059026 -3.6570365877184802e-05 -0.0031605125043511853 0.00033056819383479646 0.0020877096009342751 0.0017202584985972946 0.0020837647265637017 -0.00032783014927692441 -0.0027615498812656315 0.00028774798621389932 -0.0035299411552807609 -0.00098285054147065928
leaf_weight=3.2724027184303841 5.5416911207139483 218.06639497354627 45.623604672960937 23.419322724454108 12.351599307730792 5.479377677664159 2.3223648518323925 3.4595691994764008 3.4398170337080938 4.2371507324278355 2.7184578436426809 3.254066625609993 2.6244802251458221 1.4141398421488691 77.490609823231352 4.3048119284212589 4.787095868960022 3.3068521022796622 2.8951949588954449 35.795484025962651 2.6240424588322631 49.361855425871909 0.96476302528753866 3.4699363932013503 4.1494391188025466 7.0669371820986262 7.9681481700390577 1.4512081565335391 2.5451932661235332 16.793886432424188
leaf_count=217 83 934 173 173 51 63 7 31 18 32 103 11 23 5 1393 25 75 13 31 418 27 265 19 10 13 55 179 28 23 135
internal_value=0.00017121 0.000327626 -8.77307e-05 0.000105357 -0.000146073 0.000547998 -0.00077204 -0.000367974 -0.00156224 -0.000770982 -0.000587418 -0.00036442 -0.000661188 -0.00100794 7.05953e-05 -0.00067394 -0.000802429 -8.18187e-05 -0.00139019 -1.21248e-05 -0.000343182 0.000324292 -0.00147187 -0.000211307 0.000466517 -0.00130124 -0.00195066 -0.002086 -0.00192546 -0.000338755
internal_weight=562.2 350.484 211.715 165.123 119.5 227.851 46.592 30.8282 15.7639 10.2222 28.5058 25.7873 22.5333 19.0737 89.8422 9.78419 29.6576 122.634 6.20205 116.432 58.6833 57.7485 4.23717 56.0593 53.5113 17.6596 10.5926 6.2383 6.78234 52.5894
internal_count=4633 2170 2463 1893 1720 1022 570 414 156 73 407 304 293 262 1444 88 276 1148 44 1104 590 514 236 563 278 257 202 103 55 553
is_linear=0
shrinkage=0.00233427


Tree=440
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 0 0 2 0 1 0 2 2 2 0 0 2 1 1 0 2 0 1 1 0 0 0 1 1
split_gain=3.64478 5.09357 3.67883 4.63369 2.82083 2.35369 4.10923 7.89058 3.82268 3.2182 3.70014 3.83313 2.48872 2.373 2.23108 3.33166 4.58287 3.30674 2.40118 2.24803 2.82589 3.36644 2.22832 2.21174 3.26197 3.306 3.41746 2.73372 2.65825 4.66553
threshold=0.39078171310000004 0.47736594710000008 0.5380527529500001 0.54504356155000011 44.578137159850009 0.3447651268000001 0.47568935060000012 0.47396784530000008 40.408647214050006 0.47673722340000008 0.35696536035000009 0.45995628875000011 42.783136484500005 48.109449608500007 40.300545846000013 0.52769378160000013 0.52889135055000014 40.467253020850002 0.42473279245000012 0.4172030777500001 0.52432561900000019 48.553014326500012 0.51017933595000009 0.43540612555000008 0.4529056016000001 0.55980359870000018 0.56300709560000006 0.56065686655000013 0.45107930900000009 0.43837010870000009
decision_type=2 2 2 2 2 2 2 2 2 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 14 -4 -3 6 7 -1 -7 10 -10 13 -11 -12 15 -2 -17 -16 19 20 -19 -22 -6 -5 25 -25 -27 -26 29 -28
right_child=2 4 3 23 22 8 -8 -9 9 12 11 -13 -14 -15 17 16 -18 18 -20 -21 21 -23 -24 24 27 26 28 -29 -30 -31
leaf_value=-8.1014769257567009e-05 -0.0024669334325348653 0.00044123884290741752 0.00060639331545725178 -0.00060178562109161865 0.0001526209642760706 -0.0025672381560834989 -0.0022691711248458519 0.0020011957358431576 -0.0016129063500311656 0.00089176943022135934 -0.0021185610269429411 0.001569228863448542 -0.00074011272145956116 0.0017606992053607014 0.0019626284473964191 0.0013512724191678861 -0.0014892730602038269 0.0011656187906637927 -0.0022343895050988493 0.0012855858955716809 -0.0010461369116230804 0.0021321776413276991 -0.0017506876906754917 0.0013238980036482234 -0.0032386883520754109 -0.0016979002245058198 0.0010658767664456145 -0.00024149048410328591 0.0013162192213076399 -0.00076559863358686953
leaf_weight=45.565830638166517 5.1134039759635916 255.2976448982954 45.578377195633948 28.689775352366269 5.7337127551436406 3.1885219817049792 2.636454911902546 8.2743528634309751 10.834063993766906 10.346184350550173 2.7749458709731694 3.7717845737934113 5.5114126354455939 0.77653823792934407 2.38385156169534 3.3366504162549955 6.334336444735527 3.3521730359643795 2.6134495658334336 3.1669227145612231 16.405233735218648 1.3910111775621761 4.0306434947997332 11.330826904624699 1.1975148729979981 3.6341024339199057 8.9767821319401317 52.745358319720253 7.6243050023913375 13.253495367243884
leaf_count=521 83 1090 173 276 28 84 16 23 170 35 94 12 36 2 7 18 55 31 103 11 257 5 59 35 16 19 44 1151 25 154
internal_value=0.000141302 0.000262709 -5.92883e-05 6.96091e-05 0.000401664 -0.000130455 0.0001219 0.000238987 -0.000513542 -0.000321031 -0.000884887 0.000192148 0.000324598 -0.00127035 -0.000565064 -0.00118634 -0.000509238 -0.000251713 -0.000447736 -0.000255704 -0.000486508 -0.00079771 -0.000633049 -0.000122351 1.69212e-05 0.000408016 9.81286e-05 -0.000308027 0.000316753 -2.60327e-05
internal_weight=575.87 358.742 217.128 173.031 265.062 93.6801 56.4766 53.8402 37.2035 34.0149 18.1573 7.32327 15.8576 3.55148 44.097 14.7844 9.67099 29.3126 26.9288 24.3153 21.1484 17.7962 9.76436 127.452 98.7624 44.8195 33.4887 53.9429 29.8546 22.2303
internal_count=4633 2170 2463 1893 1177 993 560 544 433 349 278 108 71 96 570 156 73 414 407 304 293 262 87 1720 1444 277 242 1167 223 198
is_linear=0
shrinkage=0.00196157


Tree=441
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 0 1 2 0 0 2 1 1 2 0 0 0 2 2 0 1 0 2 0 2 0 1 2 2
split_gain=2.05574 3.68875 3.34521 3.26697 2.53722 3.11375 3.43162 2.33177 2.29532 3.20938 4.65466 3.11137 2.38865 2.13276 2.34409 3.46719 2.79274 2.09627 2.07936 2.02347 1.83986 3.27138 1.76759 1.7125 3.32868 2.55203 2.30259 2.10577 2.2653 3.77694
threshold=0.39078171310000004 0.5380527529500001 0.47880302985000006 0.54504356155000011 43.930205408700004 0.51017933595000009 0.4995209724000001 0.43540612555000008 40.300545846000013 0.52769378160000013 0.52889135055000014 40.467253020850002 0.42473279245000012 0.4172030777500001 48.553014326500012 0.5276039639500002 0.53447501570000011 0.55980359870000018 42.081757894750005 49.960114208400007 0.47847369840000004 0.34515433670000012 0.53866650695000018 41.873095646600007 0.47787491390000009 41.741384785950011 0.47736594710000008 0.36042334060000009 43.564719632750005 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=2 8 20 -3 -4 6 -6 18 9 -2 -11 -10 13 14 15 -13 -17 -9 -5 -20 23 -22 -7 25 27 26 -1 28 29 -25
right_child=1 3 4 7 5 22 -8 17 11 10 -12 12 -14 -15 -16 16 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00028285500824771511 -0.0041928869688447959 0.00090545533108074452 0.0006563141303364457 -0.00054206159733934936 -0.0016534698083879905 -0.0046684884165527889 0.0025627031586691715 0.0014064337355592091 0.0032540103682137085 0.0023129810586218643 -0.0025753658015791568 0.00048195632044086847 -0.0038263481819797618 0.0021478991601144035 0.0034070377766001916 -0.0033929775683884649 0.00057078055482142698 -0.00010203416634457029 -0.0039079264942964596 0.00079152716444441901 -0.0047171843005177645 0.00019340243356692877 -9.1701577314803278e-06 -0.00036447584500218314 -0.0043012703063061847 0.0028991296689904718 0.0012235512290822632 0.0017947861234365768 0.00013409367327447765 -0.0034419044122008533
leaf_weight=36.186030724551529 4.9817183604463926 43.506275374442339 205.44883950799704 21.991430304944519 4.632582660764454 2.8712725574150673 3.9109103456139565 11.768624367192386 2.3306926339864757 3.2455007247626764 6.2805788889527321 8.2963000042364126 2.4957166828680775 3.0935407932847729 1.3506952042225737 7.7446086201816779 2.6109044961631298 72.237420413730433 4.2852429356425992 1.3154400005005298 2.5963577441871157 3.4982066489756107 1.2990863621234892 14.144200329435991 2.3504177518188945 4.0918565583415321 16.10832517594099 4.9201910058036438 27.860499374801293 6.3467565098544574
leaf_count=446 83 173 919 173 25 52 16 51 7 18 55 98 103 11 11 170 14 1393 75 28 24 20 10 125 27 16 52 38 273 127
internal_value=0.000166528 -0.000101831 0.000324172 0.000135059 0.000567399 -0.000869426 0.000276546 -0.000165279 -0.000967783 -0.00203723 -0.000909924 -0.000412123 -0.000746005 -0.000413148 -0.000809234 -0.00111456 -0.00239361 0.000109291 -0.00100123 -0.00280416 -0.000125124 -0.00189857 -0.00321709 -2.86277e-05 -0.000441252 0.000378404 0.000181166 -0.000270942 -0.000481149 -0.00131766
internal_weight=533.8 197.535 336.266 155.104 218.163 12.7139 8.54349 111.598 42.4303 14.5078 9.52608 27.9225 25.5918 23.096 20.0025 18.6518 10.3555 84.006 27.5921 5.60068 118.103 6.09456 4.17036 112.008 55.6221 56.3862 52.2944 53.2716 48.3515 20.491
internal_count=4633 2463 2170 1893 1022 103 41 1720 570 156 73 414 407 304 293 282 184 1444 276 103 1148 44 62 1104 590 514 498 563 525 252
is_linear=0
shrinkage=0.00331438


Tree=442
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 2 2 0 0 2 1 1 0 2 2 0 2 0 2 0 0 1 1 0 2 1 2 0 2 2
split_gain=3.42272 4.93934 3.99412 3.22937 4.45513 2.93315 2.25043 3.28424 4.60459 3.19751 2.53337 2.48586 2.88683 3.24552 2.18666 4.55288 3.37171 2.24464 2.55066 4.12744 5.39242 4.08029 3.59417 2.96611 2.91697 3.6134 2.56308 2.19129 3.37818 2.54761
threshold=0.39078171310000004 0.47880302985000006 44.279556297950009 0.5380527529500001 0.54504356155000011 47.927946529500012 40.300545846000013 0.52769378160000013 0.52889135055000014 40.467253020850002 0.42473279245000012 0.4172030777500001 0.52432561900000019 48.553014326500012 41.873095646600007 0.47787491390000009 41.741384785950011 0.47774018740000007 48.109449608500007 0.45798030000000006 0.47568935060000012 0.3447651268000001 0.35799826355000003 0.47673722340000008 42.783136484500005 0.3453339720000001 48.96897326980001 0.41973294215000007 41.243661560350013 38.396531328800009
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -4 7 -2 -9 -8 11 12 -11 -14 16 17 27 18 19 -16 21 -21 -23 -22 -25 -26 -20 28 -1 -29
right_child=3 2 5 4 -6 -7 9 8 -10 10 -12 -13 13 -15 15 -17 -18 -19 26 20 23 22 -24 24 25 -27 -28 29 -30 -31
leaf_value=-0.0020290524952995517 -0.0023919329692722261 0.00046414440634552612 -0.0015809416783824414 0.00056945703121537262 -0.00012231506587809639 0.00042100316697641813 0.0018928499125124584 0.0013465504282307709 -0.0014276451014941459 0.0011587159500432475 -0.0021515516518256618 0.0013056715708695123 -0.0009781461387245176 0.0020298437873910043 -0.0017071664168859452 -0.0024468117179095666 0.0017639518275175592 0.0013100466942212901 0.00096533013231856466 0.001692815397087942 -0.002386118140078291 -0.0014476419697918058 0.001300374676285577 0.00044945242840630764 0.00023811312382590494 -0.0026470296201501664 -0.00050984780706951898 0.00083106242896696723 0.0017766056836915293 -6.7480542459943892e-05
leaf_weight=3.6377583642024538 4.8193529881536952 221.56209883466363 6.0433076005429012 45.167178557254374 123.43023914605146 4.5616667754948139 2.3537104912102249 3.2273903675377351 6.221922479569912 3.3551492597907879 2.638969619292765 3.3298716917634001 16.524126552045349 1.3805027860216785 8.443703366443513 3.3345725797116748 4.4937252923846236 3.3711871206760398 9.7460694313049334 6.7734837420284766 3.9047036767005947 4.2512252815067768 2.8065517246723175 5.9253831356763822 2.725088357925415 3.5509615689516068 7.3296314142644396 15.35665017319843 1.0728071304038165 41.482613105326891
leaf_count=217 83 934 63 173 1720 25 7 18 55 31 103 11 257 5 273 38 16 10 32 22 59 40 11 26 15 32 43 97 16 201
internal_value=0.000134247 0.000246102 0.000410063 -5.54917e-05 6.30104e-05 -0.000719817 -0.000511106 -0.00112585 -0.000480125 -0.00021459 -0.000396763 -0.000208438 -0.00044559 -0.000746221 -5.08143e-05 -0.000304512 0.000187975 -0.000183079 -0.000273845 -0.000543438 -0.000215214 0.000647922 -0.000354883 -0.000956438 -0.000498912 -0.00139429 0.00033212 7.29136e-05 -0.00116233 0.000175285
internal_weight=572.822 360.373 232.167 212.448 168.597 10.605 43.851 14.2687 9.44931 29.5823 27.2286 24.5897 21.2598 17.9046 128.206 62.1626 66.0436 58.828 55.4568 38.3811 29.9374 13.8313 7.05778 16.1061 12.2014 6.27605 17.0757 61.5498 4.71057 56.8393
internal_count=4633 2170 1022 2463 1893 88 570 156 73 414 407 304 293 262 1148 601 547 563 553 478 205 73 51 132 73 47 75 531 233 298
is_linear=0
shrinkage=0.00188464


Tree=443
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 2 2 0 1 0 1 0 0 0 0 0 2 1 0 1 1 1 0 2 2 1 2 2 2 0
split_gain=2.87561 4.12868 4.06638 2.21952 2.49405 2.41509 2.66818 3.38718 3.13363 2.44039 4.26012 2.35424 3.68564 2.23986 2.10927 2.11359 2.56718 2.96339 2.01612 2.90183 4.10966 2.00226 2.3849 2.26004 4.21606 2.12319 1.95211 1.94231 4.72303 1.89187
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.34482500525000009 40.408647214050006 42.720329370750001 43.968221017800005 0.47550971530000002 0.3584174126500001 0.47697673720000006 0.35696536035000009 0.47396784530000008 0.47550971530000002 0.47604862130000009 0.54504356155000011 0.5380527529500001 45.321989007550009 0.40206880030000008 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.43540612555000008 0.55980359870000018 41.362929270750008 41.087689990200012 0.43075057630000008 48.109449608500007 44.202975721700007 43.968221017800005 0.5206281249000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 -5 9 -7 8 -8 10 13 -1 -13 -6 15 16 17 -4 19 20 29 23 -23 24 25 -16 -10 28 -2 -3
right_child=2 18 14 4 5 6 7 -9 26 -11 -12 12 -14 -15 21 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0001516170449504856 -0.0010329601491482607 0.00044812552870332766 -0.00013885364802405508 -0.0030148617198122174 -0.0029142022283746684 -0.0029547848625928164 0.0034867640676453393 -0.0031936836913104582 -0.0025460823215851876 0.0012117713813609877 0.0016373392068313962 0.0021594362130671562 -0.00055753996599639422 -0.00021573548238512384 -0.0002225715971220875 0.00068733933145724904 0.0012237581489533713 -0.0028669481908564273 -0.00048191508465856106 0.0019294311206770522 -0.0017572875427661146 0.001030035343454606 -0.00010463855888237671 -0.0016890097957532693 0.0026362964341690074 -0.0023271582165857113 0.0021521526664422604 -0.0025387423144198266 0.002221726763864687 0.0019533105002034631
leaf_weight=44.408293622313067 22.735536966472871 229.82517328299582 7.4440284818410856 2.4689520616084364 3.9085484705865436 3.9808489326387626 1.5500992983579638 1.6949986442923544 1.4738936983048918 6.3646504357457152 3.1595500633120537 6.9876778684556466 4.8267081491649151 3.1977688446640968 13.078862506896266 44.913902110420167 4.2450050972402087 3.2797559425234795 13.09198459330946 7.6633228287100783 4.7930147349834433 12.269680386409162 77.440033230697736 8.7593998783268017 2.555709868669509 3.4675322845578185 0.76976335048675526 3.6223183015827081 2.8713464848697177 4.875970358029007
leaf_count=523 283 1052 49 80 94 78 3 16 61 21 21 23 29 22 104 173 17 25 75 23 26 51 1393 122 6 44 2 185 11 21
internal_value=0.000149629 0.000283239 -7.34209e-05 -0.000175013 -0.000717734 -0.000500436 -0.00146437 -0.000383414 0.000872176 4.84401e-05 -0.000672804 0.000100766 0.00104943 -0.00169992 6.27027e-05 0.000427994 -0.000350173 -0.000973212 0.000432542 0.000480981 0.000434633 -0.000123352 5.05518e-05 -0.000683293 -0.000222115 -0.000663618 -0.000934192 -0.000899843 -0.000668006 0.000479396
internal_weight=551.724 345.041 206.683 84.7918 28.5691 26.1001 9.4696 5.48875 3.79376 16.6305 10.2659 56.2227 11.8144 7.10632 177.454 59.8827 14.9688 10.7238 260.249 247.157 239.494 117.571 89.7097 27.8615 19.1021 16.5464 2.24366 29.2292 25.6069 234.701
internal_count=4633 2170 2463 973 398 318 160 82 66 158 137 575 52 116 1984 264 91 74 1197 1122 1099 1720 1444 276 154 148 63 479 294 1073
is_linear=0
shrinkage=0.0023912


Tree=444
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 2 2 2 2 0 0 2 2 2 0 0 0 0 0 2 2 1 2 1 1 2 2 2 0 1
split_gain=0.665427 0.907062 1.30302 0.658449 1.53765 2.33946 1.94198 1.61538 3.21188 1.51102 3.15837 2.72078 3.01106 2.33366 1.83949 1.25747 3.9323 1.21713 1.78059 6.02391 1.73913 1.7025 2.26103 4.09817 3.92093 2.48444 4.41438 3.07995 2.66655 2.37393
threshold=0.50634711535000021 0.51869704500000013 0.5225142959500001 0.47721625100000004 0.34482500525000009 40.408647214050006 40.986363433950011 41.16018805045001 41.289992964000007 0.47709649410000005 0.47697673720000006 42.123054668150012 42.206017975500011 43.968221017800005 0.47673722340000008 0.47568935060000012 0.47396784530000008 0.47787491390000009 0.47880302985000006 39.571921479100006 40.518963363600001 0.35585760905000008 41.257948413050009 0.34569324270000007 0.34545372890000009 42.844429421150004 41.489621506400006 43.118479346150004 0.48233585820000008 0.34587287805000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 -6 -7 -8 -9 10 11 -10 -13 14 -14 16 -1 -5 19 -19 -21 22 -20 24 25 26 -24 -27 -28 -25
right_child=1 2 -4 17 5 6 7 8 9 -11 -12 12 13 -15 -16 -17 -18 18 21 20 -22 -23 23 29 -26 27 28 -29 -30 -31
leaf_value=-0.0013256599470716803 -0.036685704919284433 0.037881178325952745 -0.014253506570211774 0.0093616031508392643 -0.040509763245555948 0.027334195031801744 -0.042035843916537224 0.038079766175350645 -0.046420779902482681 -0.034809041118146727 0.019208047699042614 0.039084456600200247 -0.039688157799518169 0.0062271299913404252 0.0033022628153692658 -0.017691986461563086 0.024710219479878868 0.02948471090622324 0.011081803210698174 -0.0039585784494528056 -0.028961221123384444 -3.6557135894758461e-05 0.017554997209765371 0.020688259796506271 -0.026893243443819576 0.029309142038681599 -0.0075967031903464424 -0.0048019962532228474 -0.040135505796074618 0.0033920714029316602
leaf_weight=38.310952440428082 1.1371571627678339 0.63828583573922548 2.2492233160010073 18.691213384270668 2.1577644516364698 1.7338113877922321 1.3624508902430559 1.59219475835562 2.2264935411512914 2.1745076179504386 3.8545424193143836 1.2791898250579823 3.7065251348540169 3.5540482196956873 1.4306647442281244 3.3464211970567694 7.1370627507567397 3.233621433377265 38.140749469399452 4.5403562188148481 7.9150683572515845 259.41915539589536 4.5493039637804058 11.671676024794577 7.7343664057552806 5.0665722191333753 6.7703004106879217 5.9917064402252436 4.2526948601007462 27.908606089651585
leaf_count=523 153 14 387 74 85 60 16 6 30 14 18 3 88 74 11 21 31 10 172 19 72 2370 14 83 50 17 33 26 25 134
internal_value=0.000716764 -0.0123234 -0.0027291 0.000826159 -0.00197052 -0.00845248 -0.00543377 -0.0081161 -0.0057842 -0.00961609 -0.00620318 -0.0142338 -0.00704611 -0.0138357 -0.0277157 0.00136012 0.00276296 0.00133512 0.000947658 -0.00967943 -0.019847 0.00139645 0.0047131 0.00142814 -0.0067083 -0.000845955 -0.009135 0.0108267 -0.0201502 0.00849248
internal_weight=483.777 4.02467 2.88751 479.752 73.8666 25.0722 22.9144 21.1806 19.8182 18.226 16.0515 12.1969 9.97043 8.69124 5.13719 48.7944 45.448 405.885 387.194 15.689 12.4554 371.505 112.086 73.9452 34.3649 26.6306 15.5723 11.0583 11.023 39.5803
internal_count=4633 554 401 4079 980 405 320 260 244 238 224 206 176 173 99 575 554 3099 3025 101 91 2924 554 382 165 115 72 43 58 217
is_linear=0
shrinkage=0.0322042


Tree=445
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 0 2 0 1 0 1 2 0 1 1 0 0 0 1 2 0 1 2 1 0 0 0 1 1 0
split_gain=2.08789 3.58397 2.62977 1.99209 2.9915 2.79514 2.20779 1.93066 2.8126 3.09511 1.97216 1.93853 1.72163 2.59275 3.80721 2.06998 1.75754 1.7176 2.01877 1.98109 3.21741 2.39371 1.96422 1.90854 3.1279 2.34563 3.29261 2.27718 3.95089 3.01228
threshold=0.39078171310000004 0.53146612375000013 0.47721625100000004 0.3447651268000001 40.408647214050006 0.47396784530000008 40.986363433950011 0.47673722340000008 0.35799826355000003 0.45995628875000011 0.34530403280000005 48.109449608500007 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.5206281249000001 0.51657136015000005 0.54504356155000011 0.43540612555000008 40.408647214050006 0.54284302865000023 0.41861022125000008 42.081757894750005 0.4529056016000001 0.56065686655000013 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 5 -5 -1 -6 8 -8 11 -9 -10 13 14 15 16 -4 19 22 -3 21 -21 -19 25 -25 -20 -27 28 29 -28
right_child=1 17 12 4 6 -7 7 10 9 -11 -12 -13 -14 -15 -16 -17 -18 18 23 20 -22 -23 -24 24 -26 26 27 -29 -30 -31
leaf_value=-0.00013506534334599773 -0.0010877580778211244 -0.00018576003004649639 0.00052171097566920926 -0.0038009070032486796 0.00241731307413505 0.001622963159334849 -0.0023809879751450157 0.0014464221610933109 -0.0032359353035737374 0.0025683648674128738 -0.0011981460785714646 0.0024097620968952563 -0.00061662738866603178 0.0022920373841655121 -0.0021846199379604923 0.0024927031772850124 -0.0010089648132342744 -0.00045666678875368487 0.001753714177485392 0.00081925735976540377 0.0022799316725781661 -0.0014781493185452106 -0.0025034176069525008 -0.0056988259894334729 -0.00023268009891620832 -0.002570219600955507 -0.00025633688352623684 0.0019235698273298311 -0.0011301303022377403 0.0033701296308055614
leaf_weight=43.498049855348654 27.529837694368325 23.298984099179506 217.7691286355257 2.6714164970908341 2.1906430963426855 10.028965370729564 9.6829047212377208 5.7763106226921064 2.2381101693026717 2.7502469643950462 4.5372335612773895 0.7258126139640807 12.770365443080662 7.1739844605326644 4.8051124773919573 4.6735323853790751 6.97645832132548 21.917858972214166 10.753223882988094 19.255900217220191 11.110218610614536 5.1880684625357381 5.2344469209201625 0.96505641844123502 42.02615499147214 3.6049293875694302 4.109972354024654 7.2600057683885089 12.064405676908789 4.1465564304962754
leaf_count=521 479 111 1014 83 60 37 115 23 93 9 30 2 75 23 26 21 38 173 35 84 39 30 103 16 1151 19 24 25 154 20
internal_value=0.000161883 -8.25518e-05 0.000305295 -0.000154848 -0.000766181 0.000194324 -0.00047562 -0.000722109 -0.00139537 0.000274807 0.000282998 -0.0018534 0.000457548 0.000514374 0.000459926 0.000515316 0.000474196 7.93404e-05 -0.000138712 0.000494609 0.000940461 0.000331648 -0.000851241 8.90843e-05 -0.000355383 0.000544702 0.000127821 0.000480465 -3.51094e-05 0.00156493
internal_weight=536.734 198.466 338.268 84.0997 30.5727 53.527 27.9013 25.7106 15.3971 5.71417 10.3135 2.96392 254.169 241.398 234.224 229.419 224.746 170.936 112.083 58.8532 35.5542 24.444 27.1523 84.9303 42.9912 41.9391 31.1859 27.5809 20.3209 8.25653
internal_count=4633 2463 2170 973 415 558 332 272 219 104 53 95 1197 1122 1099 1073 1052 1984 1720 264 153 114 276 1444 1167 277 242 223 198 44
is_linear=0
shrinkage=0.00300193


Tree=446
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 2 0 2 0 2 2 0 0 1 2 0 0 1 1 1 1 1 2 2 2 0 2 1 0
split_gain=2.6115 3.77775 2.71238 3.03367 2.78858 2.93071 3.91235 2.66501 2.63044 2.58665 3.08541 2.95303 2.81297 2.83391 2.35903 2.94232 2.66715 6.1622 2.15318 2.98006 2.07621 2.71155 3.74962 2.31273 3.68286 2.05966 2.29015 2.13526 2.0016 1.96461
threshold=0.52324780695000006 0.47721625100000004 0.39995808510000008 0.3975479776000001 0.52769378160000013 41.444941515100005 43.895345911700005 0.52507409960000018 39.065416244600009 0.54504356155000011 39.571921479100006 44.279556297950009 0.53312775065000018 0.53146612375000013 0.3447651268000001 40.408647214050006 0.47568935060000012 0.47396784530000008 0.41917906650000009 0.40651477500000005 0.39078171310000004 0.39019789825000006 0.38906020780000011 40.300545846000013 42.686561923500008 38.396531328800009 0.55877069550000014 38.751720283100006 0.42039160505000012 0.5206281249000001
decision_type=2 2 2 2 2 2 2 2 2 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 7 -6 -7 8 -2 10 28 -12 13 -13 16 -16 17 -1 19 -11 21 22 29 -22 -25 26 -20 -27 -4 -3
right_child=2 20 9 -5 5 6 -8 -9 -10 18 11 12 -14 -15 15 -17 -18 -19 25 -21 23 -23 -24 24 -26 27 -28 -29 -30 -31
leaf_value=-9.1223908713788953e-05 -0.0022992416058791646 0.00046423505684006365 -0.0013250568582379603 -0.0023036209584054276 0.0012012764468481195 -0.0033491204383089596 0.00027032541712881123 -0.0025432350240776097 0.00072915920893873464 0.0015623441486762105 0.0011711751336001795 -0.0027438613790624587 -0.0035464327715602284 0.0018858417909001701 -0.0032647376171533026 -0.00048883053835177992 -0.0025898304590766161 0.0024608207829450242 -0.0035443787584849258 -0.0031880631893633866 -0.0036735674839268313 0.0020433570510570882 -0.0018225755393687379 0.0026147787414526882 -0.0028758922923353895 0.0020651780995275901 -0.00055079022907522993 -1.6733308828711672e-05 0.00086549424369256305 0.0021681407539369622
leaf_weight=44.047435371670872 2.9256420098245126 231.01376676466316 8.2527205683290941 6.3773605013266197 10.712260868400337 2.8165235426276904 7.0849099177867174 6.053532136604189 5.7191492207348347 1.2239217995665956 35.867282940074801 1.3254541510250408 1.7777674961835144 2.7297687530517578 2.8437967821955707 27.442242081277072 2.2843664176762095 7.4673491157591334 2.1285733971744767 3.2778412331826985 1.681393926963209 7.4461242258548728 4.7947910130023947 1.7765073198825123 1.538168517174199 3.4439547420479348 9.0856070015288406 95.818292958196253 4.2720855958759776 4.6585689364001146
leaf_count=521 22 1052 51 101 48 45 65 138 36 17 123 79 19 8 88 334 14 23 40 60 23 23 26 8 64 29 404 1132 19 21
internal_value=0.000165571 0.00030745 -6.11429e-05 -0.000654661 -0.000356859 0.000259572 -0.000759248 -0.00122137 -0.000295737 8.5092e-05 0.000552795 0.000892397 -0.000821823 0.000372618 -0.000169558 -0.000749483 0.000156908 0.000278709 -0.000135482 -0.00189654 0.000466041 0.000499454 0.000451647 -0.00119197 6.68441e-05 -6.37214e-05 -0.00111901 5.54997e-05 -0.000577882 0.000497916
internal_weight=547.887 336.995 210.893 41.6894 35.312 20.6137 9.90143 14.6983 8.64479 169.203 54.2251 41.7003 5.83299 4.05522 84.0852 30.286 53.7992 51.5148 114.978 4.50176 252.909 247.913 240.467 4.99607 3.31468 110.476 11.2142 99.2622 12.5248 235.672
internal_count=4633 2197 2436 455 354 158 110 196 58 1981 299 229 106 87 980 422 558 544 1682 77 1217 1122 1099 95 72 1605 444 1161 70 1073
is_linear=0
shrinkage=0.00259775


Tree=447
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 0 1 2 1 1 1 0 1 2 2 1 1 2 2 0 2 0 0 0 2 2 1 0 0
split_gain=0.622533 1.93907 1.51592 1.71897 1.28337 0.920776 4.51195 2.27137 1.51309 1.30167 1.03781 3.09398 4.45147 2.8918 3.1869 3.51387 4.17203 2.8196 3.01529 1.63356 1.53203 2.26651 1.42056 3.84699 1.64558 1.2921 2.88728 1.3868 1.14013 1.06669
threshold=42.081757894750005 42.027798546600003 0.57927906350000014 0.47447681205000009 0.47941678395000004 0.3584174126500001 0.49194634890000005 0.36476452800000009 38.621016321050007 0.36510882910000009 0.34515433670000012 0.34503457980000002 0.47787491390000009 0.34524415440000006 40.250747516500006 39.427119987250002 0.3459626957000001 0.34608245260000009 40.574766824850009 41.600558339100012 0.47721625100000004 41.741384785950011 0.47943175355000006 0.47847369840000004 0.48233585820000008 41.16018805045001 41.319407281650008 0.34566330350000002 0.48032993025000009 0.47736594710000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 10 8 -7 -9 11 19 20 -12 15 16 -15 18 -16 22 21 -13 23 29 -24 -20 -27 -28 -19 -1
right_child=-2 -3 3 4 -6 7 -8 9 -10 -11 13 12 -14 14 17 -17 -18 28 25 -21 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=-5.1084631698424175e-05 -0.00066211199348979244 0.015758808718005782 -0.02949285599101524 0.021410203209384505 -0.012650393716248026 -0.0070043852380136827 0.026803270992051872 0.017233675319156261 -0.036605988749238087 0.00023239865262944837 0.018898706469641622 -0.048885850553669369 -0.049389003212749603 0.032351972152622234 0.020666702429971182 -0.025630225099644143 -0.014088495599115104 0.026542811983416827 -0.013596927121544897 -0.01915855457634583 0.025121936149827776 0.01842527298490651 0.017645762550722557 -0.029085240175905001 -0.0020315327598647817 0.018531428736799947 -0.015954575124714977 0.0020906356329751063 0.0093435952073395757 0.013388346315823115
leaf_weight=23.184741720790047 182.58983878057916 7.1710507409879929 2.6725025713094501 1.3666314044967296 2.3445121500408277 4.0937421899288884 5.9977404959499827 3.5973254293203345 2.009059997741133 153.0100773248123 9.1685928571969253 0.80314443889073961 2.3906126320362091 2.4795107106911001 5.0745153175666955 6.0968467192724347 3.8601439699996263 5.3815714828670007 6.5631996169686344 2.8677938531618556 1.2726187258958814 0.75974543392658234 8.5504659265279752 3.3304159119725218 5.4191875383257857 5.1829398907721069 6.0341785922646505 7.4000270515680313 6.8202984035015106 5.7529402151703826
leaf_count=286 2058 36 180 14 408 28 46 14 28 990 38 64 17 11 17 34 42 31 37 39 3 2 26 27 24 22 32 28 33 18
internal_value=0.000624563 0.00140597 0.00105527 -0.0124097 -0.000107553 0.00135466 0.00316411 -2.86602e-05 -0.0167493 0.000622924 0.00196656 -0.000873592 -0.021309 0.00437534 0.00194956 -0.0104877 0.0040749 0.0055927 0.00102064 0.00130127 0.00236528 -0.0161649 0.00257024 -0.000651665 0.0100124 -0.00293856 0.000818884 -0.00601465 0.0169292 0.00262073
internal_weight=483.246 300.656 293.485 6.38365 3.71114 287.101 124.391 162.71 6.1028 156.607 118.393 54.3317 5.22612 64.0618 54.8932 12.4365 6.33965 42.4567 30.2549 49.1055 2.83551 1.56289 46.2378 32.2681 13.9697 25.1803 18.6171 13.4342 12.2019 28.9377
internal_count=4633 2575 2539 602 422 1937 877 1060 56 1004 831 506 86 325 287 87 53 200 136 420 69 66 381 331 50 119 82 60 64 304
is_linear=0
shrinkage=0.0279367


Tree=448
num_leaves=31
num_cat=0
split_feature=2 2 0 2 1 2 0 2 2 0 1 0 0 0 0 1 0 0 0 1 1 1 1 1 2 2 2 0 1 1
split_gain=2.25787 2.63945 3.53671 2.74802 2.33506 2.31663 2.2847 2.33172 1.67008 5.84338 5.17048 2.48969 2.35688 2.29951 2.20783 1.64412 2.43648 2.89291 3.98076 2.77837 4.44618 2.47635 2.30359 4.13935 2.13576 1.91223 3.08665 2.49318 2.05963 6.35039
threshold=42.783136484500005 42.684965421050009 0.48368312325000012 42.720329370750001 0.46636328255000009 42.982930821650008 0.41973294215000007 41.243661560350013 42.154118731400011 0.48271009850000007 0.34479506600000004 0.56579144335000009 0.57670429030000014 0.52507409960000018 0.49588335680000006 0.32467590790000006 0.47396784530000008 0.47500074850000013 0.47697673720000006 0.3298553935500001 0.34007963835000005 0.36166581840000006 0.3584174126500001 0.34608245260000009 39.065416244600009 39.476991512000005 39.896141435400004 0.47757552170000012 0.34515433670000012 0.34488488370000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 6 -2 7 -1 12 10 -10 13 15 14 -11 -8 19 -18 -19 -17 -21 24 23 25 -22 -20 -27 -28 29 -29
right_child=5 2 -4 -5 -6 -7 8 -9 9 11 -12 -13 -14 -15 -16 16 17 18 22 20 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.003078159375100599 -0.0015018478173228482 0.0030884714070603123 -0.0010085437752468027 -4.5846726344460407e-06 -0.0012200951557256267 -4.513883541092986e-05 0.0017160547235319343 0.0015818773408276194 0.0012263640628422262 -0.00034440361489523891 -0.0030604162935364129 0.0020663028510986428 -0.0018545674591512254 -0.0011822936642184954 0.0019568381796572667 -0.0034379452977844074 0.0025709948841674121 -0.0019641308088680894 0.0018419573484922938 0.0021564106558536805 -0.0011330319209924514 0.0013712667535387519 0.00021758687076663883 0.0017256726866221482 -0.0046145788110410141 -0.0017847131116038109 0.0017687776017865594 0.00059532167018913206 0.00061642568213590991 -0.0028009559440214352
leaf_weight=3.1640765152405939 9.4837150559760612 8.2806575149297696 3.6519309915602198 3.2622660440392783 8.8788263093447295 143.23003087472171 7.333346225321292 1.2091349584516136 3.1014635488390914 7.3424776121974045 8.7878308929502946 6.0556575544178477 3.8921801135875276 8.3332733325660211 6.3209212869405746 2.6102172173559657 4.9466120190918437 5.8355961292982093 7.1330741569399825 4.3171026818454257 4.5544087523594481 2.030040230602026 178.73920461907983 26.493673123419285 2.0963950036093593 5.3947147354483596 10.089535392820833 13.939616665244104 39.53099250793457 6.6137973442673674
leaf_count=217 92 60 27 21 579 1506 25 49 15 31 87 20 140 68 23 39 19 43 25 23 48 23 1005 133 19 26 29 51 149 41
internal_value=0.00015903 0.000273247 0.00143973 0.00221431 0.000226449 -0.000135602 0.000261174 -0.00178972 0.000285714 -0.000265142 -0.00194216 0.00044562 0.000353298 -5.51538e-07 0.00072019 0.000380014 0.000348843 0.000406288 0.000369838 -0.000750561 -0.000210887 -0.00138818 0.00041714 0.000743785 -0.00223045 0.000429235 0.000295885 0.000455834 0.000235361 -0.000497552
internal_weight=546.653 393.939 15.1949 11.5429 378.744 152.714 369.865 4.37321 365.492 39.9416 11.8893 28.0523 325.551 21.9967 13.6634 321.658 314.325 298.717 293.77 15.6082 12.9979 8.68084 287.935 109.195 6.6508 82.7017 75.5687 70.1739 60.0844 20.5534
internal_count=4633 3035 108 81 2927 1598 2348 266 2082 244 102 142 1838 122 54 1698 1673 1521 1502 152 113 90 1459 454 67 321 296 270 241 92
is_linear=0
shrinkage=0.00285438


Tree=449
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 2 0 2 2 0 2 2 0 0 1 1 2 2 1 1 0 0 0 2 0 0 1 1 0 2
split_gain=4.73188 5.45673 4.34911 4.18395 3.16388 2.77437 2.19591 2.7262 2.16878 4.56209 3.48764 7.84716 5.03753 2.67627 1.96828 2.37636 2.49841 2.17484 2.73893 2.01981 4.06492 2.0053 1.93721 1.89972 4.38027 4.96991 3.83161 3.42712 2.77985 3.22484
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 44.279556297950009 0.54504356155000011 47.927946529500012 0.5380527529500001 40.408647214050006 41.873095646600007 0.47787491390000009 41.16018805045001 40.806664626150003 0.41973294215000007 0.47774018740000007 0.50634711535000021 0.43540612555000008 42.081757894750005 40.806664626150003 0.43075057630000008 0.43837010870000009 0.57161462230000015 0.55131582885000008 0.47847369840000004 48.109449608500007 0.45798030000000006 0.47568935060000012 0.3447651268000001 0.35799826355000003 0.47673722340000008 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=1 8 -2 -3 6 -5 7 -4 10 13 11 12 -1 23 15 16 17 18 21 20 -17 -6 -14 24 -10 26 -26 -28 -27 -30
right_child=2 3 4 5 14 -7 -8 -9 9 -11 -12 -13 22 -15 -16 19 -18 -19 -20 -21 -22 -23 -24 -25 25 28 27 -29 29 -31
leaf_value=-0.0023092936761253016 -0.00083902429725789447 0.00057033762275225577 -0.0017821212909031924 -0.0017383102875667921 0.00053402779468551841 0.00044870151074072513 0.00067031761361859249 0.00027841380547356798 -0.001951805554257663 -0.0027574393879653829 0.00097422399038480767 -0.0035706699445701312 0.00053366765483449667 0.0016230249078789671 -0.0012252996379214082 2.643374556598893e-05 -0.001803142696295395 0.00055222055871872045 -0.0026951848537856054 -5.2953978981333472e-05 0.0024675511489657461 -0.0012716877551549272 -0.0008782377556477343 0.00029968166329754319 0.0019180637166834583 -0.0026507957406458654 -0.0015913412219527151 0.0014630836155496579 0.00057917704331316106 -0.0015805603030534542
leaf_weight=3.5165761765092602 29.593341391067952 223.57546821609139 3.9641983211040488 6.0672473795711976 5.7762812711298519 4.6293449513614178 45.678435986861587 10.896325655281542 8.1318748597986978 3.3137629460543385 19.778294707648456 2.7641048189252606 33.809623927809298 3.4635101184248915 7.279397335718385 9.4610184822231513 6.3059322396293274 8.6146622821688634 2.7847929969429961 78.390458542678971 4.5843006940558544 5.3746072053909302 5.0571662709116927 16.34194665029645 6.6223600544035452 3.5479618925601271 4.0863129384815693 2.8040456101298332 6.1647615730762464 6.3572371862828732
leaf_count=201 479 934 33 63 29 25 173 58 273 38 88 40 189 10 554 45 103 36 41 825 20 67 29 75 22 59 40 11 26 47
internal_value=0.000166283 0.000316229 -8.05604e-05 0.000508144 3.81294e-05 -0.0007918 0.000439189 -0.000271255 -4.12803e-05 -0.000329933 0.00022918 -9.72104e-05 0.000129317 -0.000190083 -0.000150713 -8.62213e-05 -0.00061924 -0.000288176 -0.000807686 8.01746e-05 0.000823199 -0.000336307 0.000349957 -0.000306253 -0.000568808 -0.00018864 0.000762389 -0.000348337 -0.00098833 -0.00051729
internal_weight=578.735 360.032 218.704 234.272 189.11 10.6966 60.539 14.8605 125.76 60.8338 64.9258 45.1475 42.3834 57.52 128.571 121.292 28.8563 22.5503 13.9357 92.4358 14.0453 11.1509 38.8668 54.0565 37.7146 29.5827 13.5127 6.89036 16.07 12.522
internal_count=4633 2170 2463 1022 1984 88 264 91 1148 601 547 459 419 563 1720 1166 276 173 137 890 65 96 218 553 478 205 73 51 132 73
is_linear=0
shrinkage=0.00212766


Tree=450
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 1 1 0 0 1 1 0 2 0 1 1 2 2 0 2 2 2 1 1 1 2 0 0 0
split_gain=4.62711 4.87513 4.5625 3.15719 2.85548 3.28033 2.41848 3.57567 3.38101 3.11009 2.88245 5.17368 3.53959 2.99618 2.72955 2.62759 2.39263 2.29372 2.25954 2.24783 2.24671 6.03117 2.24382 2.23407 4.4409 3.20048 2.22565 2.75232 2.11585 2.11138
threshold=0.39078171310000004 0.53146612375000013 0.47736594710000008 0.54504356155000011 39.571921479100006 0.54284302865000023 0.43540612555000008 0.4529056016000001 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 40.806664626150003 0.56065686655000013 0.44922307715000004 0.42039160505000012 42.027798546600003 44.578137159850009 0.51017933595000009 44.202975721700007 43.968221017800005 42.081757894750005 0.3975479776000001 0.39431454150000006 0.39563186730000005 44.749265482150008 0.5641597557000001 0.5380527529500001 0.52863686715000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 20 -1 4 28 16 22 8 -8 -10 11 12 -11 -13 -9 17 -6 -15 -4 -20 21 23 -5 24 -2 -26 27 -16 -3 -27
right_child=1 3 18 6 5 -7 7 14 9 10 -12 13 -14 15 26 -17 -18 -19 19 -21 -22 -23 -24 -25 25 29 -28 -29 -30 -31
leaf_value=-8.7650523671738977e-05 -0.001432836287608119 -0.001538079552187028 0.0004241638205579409 -0.00032794000585777247 0.00046203930230812192 0.0012628348581253035 0.0012467226674336006 -0.0032084078208636309 -0.0015048868577301423 -0.00020045547444030526 0.0012599551297625441 -0.0024048884614558679 0.0020895352694635747 0.00033245570278452621 0.00058452003563942972 0.0012027922191722275 -0.00096218248237011934 -0.0016447591700605758 0.00025695046300548263 -0.0015428559277278686 -0.0019791629776272973 0.0018583971752388186 -0.001576735775870754 -0.0016826340149854113 0.0013691049679453401 -0.0021749420928225296 0.00018840806340095437 -0.00086962307260325905 7.1047248638553173e-05 0.0006673108979165721
leaf_weight=92.072770701022819 8.5284385979175656 3.6999249532818785 252.61071682162583 23.126377052627507 26.635799325071279 16.575855722650886 11.608332889154552 1.0956960720941413 3.7050071060657492 4.2738958746194893 7.7810847014188758 2.9311843998730174 5.0003010854125023 3.3863017931580526 5.4781342484056976 2.9133923053741446 4.7442390620708457 4.9036203538998961 5.7837497815489751 4.0126049425452948 4.3033262758981428 3.1621789000928393 6.2367619564756742 7.6378143522888413 5.1810944899916631 1.9857303537428381 21.594267333857715 23.532434366527013 11.340265423059462 1.6203920468688009
leaf_count=993 102 29 1090 173 108 52 35 16 19 24 25 68 20 16 27 9 26 61 28 59 185 11 103 118 17 30 251 873 49 16
internal_value=0.000135052 -7.34849e-05 0.000266231 3.92007e-05 0.000377634 0.000597935 -0.000127927 1.11863e-05 0.000382936 9.55826e-05 0.000285701 -3.81425e-05 0.00103422 -0.000741763 -0.000323192 -0.00030663 0.000246716 -0.000837098 0.0003904 -0.000480254 -0.000735865 -0.000545568 -0.000593186 -0.000850206 -0.000483027 0.00043881 -0.000260721 -0.000595034 -0.000324802 -0.000897791
internal_weight=577.462 222.982 354.48 190.563 62.9961 47.9559 127.567 98.2037 46.5031 34.8948 31.1898 23.4087 9.2742 14.1345 51.7005 11.2033 31.38 8.28992 262.407 9.79635 32.419 28.1156 29.3631 24.9535 17.3157 8.78722 50.6048 29.0106 15.0402 3.60612
internal_count=4633 2463 2170 1984 264 186 1720 1444 277 242 223 198 44 154 1167 86 134 77 1177 87 479 294 276 283 165 63 1151 900 78 46
is_linear=0
shrinkage=0.00184769


Tree=451
num_leaves=31
num_cat=0
split_feature=1 2 2 0 1 2 2 2 0 2 2 1 2 1 0 2 2 1 0 0 0 1 2 2 2 0 0 2 2 0
split_gain=0.646545 0.858022 1.14764 0.584515 1.45554 2.09732 1.70112 2.34534 2.62945 2.27389 2.95488 1.80915 2.13079 1.50516 3.90942 1.21796 1.30646 1.76343 1.30385 2.6087 1.55322 1.36847 1.89842 1.21842 1.66747 2.07336 1.19898 1.12964 1.74236 1.06204
threshold=0.50634711535000021 48.109449608500007 48.914776625700007 0.47721625100000004 0.34482500525000009 40.408647214050006 42.720329370750001 43.968221017800005 0.47550971530000002 42.527280425250005 42.206017975500011 0.3584174126500001 50.189067467950004 0.34536391125000004 0.47697673720000006 48.96897326980001 48.823707093150006 0.31118828780000007 0.47568935060000012 0.47396784530000008 0.41160444300000004 0.32012514595000008 37.688226470200007 45.044778924400006 44.952171034750002 0.41973294215000007 0.45995628875000011 41.835830569250014 39.476991512000005 0.46898296455000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 -6 9 -8 11 10 13 -9 -13 14 -7 16 17 23 19 20 -19 22 -22 24 25 -1 27 28 -23 -28
right_child=1 2 -4 -5 5 6 7 8 -10 -11 -12 12 -14 -15 -16 -17 -18 18 -20 -21 21 26 -24 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.040623981004546242 -0.037318463083608339 0.014222516530458768 -0.037817396511592799 0.0015388696601545946 -0.045094332999597433 -0.045677579854167219 -0.044364412589262561 0.045385803707374973 -0.045294240816212396 0.038604280581322967 -0.045109723411368909 -0.041338534121089975 0.048145993133596007 0.016449861750197445 0.016946684297580981 -0.013708440969108717 0.023175763449204419 0.023981930464036683 -0.017193227943952231 0.026452265490415749 0.010119856976730278 -0.0011417175096170306 -0.054478441234050871 -0.046504357468837625 0.044803287483429412 0.040825971555340589 -0.023395220286869252 -0.011551608703614932 0.033527172610905424 0.0031915775104369524
leaf_weight=1.7359125185757873 1.3616120594815573 1.8552812263369562 0.81505094747990359 407.49566707774648 2.0074970387504463 2.3806545790284854 3.1406338778324416 1.4515282958745959 1.3581502847373483 1.8845759648829705 2.0101688224822292 1.0512561313807962 0.53733879327774037 5.562728438526392 3.0242312103509903 6.0831152163445941 4.183545157313346 3.4179380532004933 3.3546900618821374 7.0002289563417426 1.0325387064367562 3.8962578377686459 1.4782787002623079 1.5207218211144207 0.66334309056401242 0.54993236064910878 3.9123483262956125 2.6505519449710846 3.8524498902261257 4.1241848357021809
leaf_count=167 468 15 71 3099 85 83 78 3 16 6 29 62 1 33 9 42 12 70 19 31 19 39 35 27 3 2 32 34 17 26
internal_value=0.000874431 -0.013703 -0.00166134 0.000996533 -0.00199542 -0.00929972 -0.00609197 -0.0202359 -0.0030067 0.00108252 -0.00436622 0.0158849 -0.0110706 0.00310134 -0.010637 0.00160958 0.00375796 0.00168507 0.00446738 0.00678414 0.00113325 -0.00259505 -0.0279133 -0.0199262 -0.00622144 -0.0210286 0.000853101 0.00904826 0.0160947 -0.00975142
internal_weight=485.392 4.03194 2.67033 481.36 73.8648 24.4088 22.4013 7.53891 4.39827 14.8624 12.9778 3.04012 1.58859 10.9676 5.40489 49.456 43.3729 39.1894 34.7195 31.3648 24.3645 20.9466 2.51082 4.46991 2.94919 2.28584 18.4358 10.3993 7.74871 8.03653
internal_count=4633 554 86 4079 980 405 320 160 82 160 154 66 63 125 92 575 533 521 322 303 272 202 54 199 172 169 148 90 56 58
is_linear=0
shrinkage=0.0365552


Tree=452
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 0 1 0 2 0 1 1 0 0 2 2 2 0 1 2 0 2 0 1 1 1 0 0 1
split_gain=0.58445 0.930933 0.983949 1.15549 1.1073 0.839782 1.85528 0.649039 1.04615 1.47118 0.599019 1.34895 4.05169 2.26029 3.91756 1.56768 1.70308 2.65387 1.94133 1.91778 2.74436 3.46785 3.38105 3.00848 1.9063 3.23771 2.98805 3.66207 2.5839 3.07895
threshold=32.724174661450007 35.119813570500007 0.34377713240000007 0.49877249185000011 0.38723391515000005 0.5380527529500001 0.54450465555000005 0.40437412050000004 0.56748300950000019 33.361153777850006 0.47721625100000004 0.35585760905000008 0.35210023650000005 0.47976108500000009 0.48735067810000005 39.117456157700005 40.148327922700012 40.518963363600001 0.47943175355000006 0.34524415440000006 41.489621506400006 0.48389269780000005 41.16018805045001 0.48185683060000012 0.34545372890000009 0.34542378970000004 0.34569324270000007 0.47880302985000006 0.47943175355000006 0.34587287805000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 -8 -9 -10 -3 12 15 -13 -15 -12 18 -18 -17 20 22 23 -19 -22 25 -21 -26 -28 -29 -30
right_child=1 10 3 4 5 6 7 8 9 -11 11 13 -14 14 -16 16 17 19 -20 24 21 -23 -24 -25 26 -27 27 28 29 -31
leaf_value=-0.014971764843147922 0.030473473774107463 -0.0026517671928530605 -0.015843152310749471 0.025630695250131934 -0.025242425734515697 0.038247549846010934 0.02125251016973442 -0.050833236203957813 0.035320375016758464 -0.041962054809382011 0.024410006466495316 0.033205245324294794 0.033273545811833775 -0.043360407716476888 -0.00032966121867198121 -0.029881360686191086 0.02097739927367951 -0.013857441869854306 0.0016011758830679949 0.0060669224848665338 -0.01864203590560377 -0.044482730036530783 0.02207072905006939 0.019359357966872142 -0.014045738133042281 0.042380434192280381 -0.026948506721033043 0.038012945185403296 0.021476228601711222 -0.0013088806831253711
leaf_weight=3.2649630169762522 2.679594129323962 67.481113864225335 2.7787815812043837 4.3931103050708753 1.3333782032132147 1.8108838349580763 0.72346241027116809 0.90056467801332507 0.77419643476605393 0.62194051287951879 4.5078697577118865 2.7597362995147696 6.3584902174770823 2.998115475755184 247.80730517057236 4.8293062448501569 10.784274026751516 6.6912424936890593 6.3460383489727974 13.358463130891325 9.0664750961586851 4.4717084914445868 8.1149268597364408 4.3003685250878325 13.384094540029762 4.6289245150983325 4.2598366755992165 4.0149557143449774 12.558702647686003 24.50792383402586
leaf_count=241 19 865 29 15 10 5 2 16 19 66 17 9 35 28 2591 24 43 39 27 60 51 27 27 13 73 22 36 24 87 113
internal_value=0.000805942 0.000913431 0.00978267 0.00562537 0.011276 0.00104599 0.00830165 -0.00965385 -0.0193894 0.000893184 0.000606782 0.00116241 0.00407978 -0.000473465 -0.000844049 0.00271311 0.0019683 0.00326794 -0.0120037 0.00152153 -0.00607449 -0.0159586 0.00583398 -0.00641626 0.00475397 0.0154119 0.00148948 0.00607523 0.00949953 0.00641104
internal_weight=482.511 479.246 16.0159 13.3363 10.5575 6.16443 4.83105 3.02016 2.2967 1.39614 463.23 395.749 142.184 253.565 250.805 135.825 131.317 120.142 11.1753 109.358 32.6447 17.8386 14.8062 13.3668 76.7129 17.9874 58.7255 45.3414 41.0816 37.0666
internal_count=4633 4392 181 162 133 118 108 103 101 85 4211 3346 718 2628 2619 683 666 615 51 572 157 91 66 64 415 82 333 260 224 200
is_linear=0
shrinkage=0.0374183


Tree=453
num_leaves=31
num_cat=0
split_feature=2 0 0 0 1 0 0 2 1 0 1 1 0 0 0 1 1 1 1 0 2 2 0 2 1 2 0 0 2 2
split_gain=0.576225 0.832833 0.551253 0.864286 0.494757 2.46884 3.67988 3.89195 2.87051 2.97259 2.38963 1.857 2.23485 1.11396 1.22945 1.39854 2.37093 2.14657 1.53981 1.64483 2.18331 2.86409 2.15908 2.098 1.88089 3.32429 1.76061 1.5552 1.6279 1.48599
threshold=51.757767929250001 0.61400856260000014 0.39587138110000003 0.3733870243500001 0.37227927305000003 0.5116313883000001 0.50291907430000016 44.131787411600008 0.37644082515000005 0.49688632075000011 0.36880632320000012 0.36551300860000008 0.50035927070000008 0.51657136015000005 0.5195503128500002 0.38906020780000011 0.38723391515000005 0.39019789825000006 0.39048232090000007 0.5380527529500001 38.804629908750009 38.324118171300007 0.52432561900000019 36.377496227400009 0.39814676205000005 41.404176814550006 0.52769378160000013 0.52769378160000013 41.087689990200012 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=2 -2 3 -1 10 6 8 -8 -6 -10 11 -4 -13 -7 -15 16 -16 -17 -19 20 21 23 -22 -20 25 27 -25 28 -24 -26
right_child=1 -3 4 -5 5 13 7 -9 9 -11 -12 12 -14 14 15 17 -18 18 19 -21 22 -23 24 26 29 -27 -28 -29 -30 -31
leaf_value=0.0025820048905182921 -0.031469653037751143 0.0039728505244539733 0.0015197627633888485 -0.03596653315572472 0.030338330783840184 0.010793821767420518 -0.043533905374549139 0.0088221282093463287 -0.042525832278963921 0.016129786134808432 0.01599539962822958 0.0057718571722742435 -0.030108283565350249 -0.017100439490526628 -0.0032769719957020547 -0.020143279951530351 0.021811351602947841 0.01740400630643309 -0.037034959853254973 0.0012671095444349296 0.015450786173588303 -0.049960109578653107 -0.035839389483631044 -0.021084296037181066 -0.010381402331735658 -0.029820723433970908 0.012980382932348671 0.022222085419296881 0.014053926072774689 0.010675969032674908
leaf_weight=1.207755479961633 1.2513766809715883 1.2027549706399439 229.73401656048372 0.97023435687879089 2.3269865810871107 9.2601255942136032 4.747097896412015 1.8157487940043209 1.6467106440104546 1.5529689202085135 10.348676877096294 2.7904874843079588 3.7825400251895189 3.8123669307678929 6.7749594561755639 4.9375246539711943 7.1742692738771439 4.6780231893062583 1.9503661077469567 140.23832801272511 5.5572906741872456 2.0696904547512531 1.305792149156334 2.3353252802044153 5.177232710644601 6.0887746661901474 3.5174465905874968 2.2834662422537804 1.1270385347306726 7.7264897569548339
leaf_count=18 136 24 1614 170 7 45 61 15 37 24 50 14 37 23 39 28 24 17 29 1784 26 19 29 24 34 181 27 13 16 68
internal_value=0.000600318 -0.0140995 0.000675957 -0.0145903 0.000745992 -0.000274988 -0.0136501 -0.0290485 0.00463538 -0.0140572 0.00169018 0.00106371 -0.0148759 0.000473565 1.13407e-05 0.000332794 0.00962628 -0.000353142 0.000177755 -0.000271493 -0.00578445 -0.0181523 -0.00161219 -0.00971566 -0.00561171 -0.0149733 -0.000611827 0.0041948 -0.0127257 0.00222733
internal_weight=479.392 2.45413 476.938 2.17799 474.76 228.104 12.0895 6.56285 5.52667 3.19968 246.656 236.307 6.57303 216.015 206.754 202.942 13.9492 188.993 184.055 179.377 39.1389 9.87283 29.2661 7.80314 23.7088 10.8051 5.85277 4.7163 2.43283 12.9037
internal_count=4633 160 4473 188 4285 2570 144 76 68 61 1715 1665 51 2426 2381 2358 63 2295 2267 2250 466 99 367 80 341 239 51 58 45 102
is_linear=0
shrinkage=0.0304144


Tree=454
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 0 1 2 2 0 2 2 0 0 2 1 1 0 2 1 2 2 0 2 2 0 2 2 1
split_gain=3.32309 5.74715 3.63421 4.34175 5.6747 3.55667 5.95271 4.76458 3.08678 2.65294 4.68841 3.42954 4.07737 3.54672 2.13088 3.99299 2.04385 1.99878 3.52368 1.97837 3.81325 3.61218 3.30079 3.31979 3.56212 2.84338 2.15975 2.69701 2.52659 2.67575
threshold=0.37227927305000003 0.47938684470000009 0.5116313883000001 0.50452082270000009 0.38334181610000007 0.5116313883000001 0.50291907430000016 0.36510882910000009 43.813842866750008 41.257948413050009 0.47943175355000006 42.684965421050009 42.720329370750001 0.48077901860000011 0.48149755995000004 43.157831852650006 0.50634711535000021 0.37644082515000005 0.51657136015000005 41.873095646600007 0.36042334060000009 43.477771593600004 42.759119507950011 0.47774018740000007 42.686561923500008 41.741384785950011 0.41973294215000007 41.243661560350013 38.396531328800009 0.34536391125000004
decision_type=2 2 2 2 2 2 2 2 2 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 -2 6 7 9 -5 -3 -11 13 -13 -12 -14 -16 17 -4 -19 25 21 22 23 24 -21 26 27 -1 -28 -30
right_child=2 5 16 8 -6 -7 -8 -9 -10 10 11 12 14 -15 15 -17 -18 18 -20 20 -22 -23 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.0023262765701971668 0.0013236120773881708 0.00093685446767039784 -0.0018243676982868261 -0.0032175488475004697 -0.0026482322221252773 -0.0014038839473596075 0.0018238147497818115 -0.0010419966195065683 1.8860717773915038e-06 0.0024030759401415017 -0.0019260809187517795 0.0022723952065498332 0.0010380045808229092 1.2177964525050085e-06 -0.0015209789195672748 0.00066263304681486951 -0.0012248068217888563 0.0014558912396471938 2.743275595917644e-05 -0.00074202125388544711 0.0014383477951807407 -2.2555799012966918e-05 -0.0023909248494232015 -0.0029218059322988462 0.0020454262540189759 0.0017352594199188641 0.0009388450518543651 0.0016842879267874708 -0.0003955800723837112 0.00084923123822949233
leaf_weight=3.4113190348725757 5.2849429547786695 56.751045294106007 2.6593631580471984 5.1020363923162222 2.5328562380746007 4.2528990488499394 17.389179915189743 9.2495935559272748 1.9630246786400674 4.8348062038421622 5.2279653474688521 6.3052732348442069 12.055046752095224 34.7928157299757 6.4036886692047146 10.558765739202498 6.0685858136275774 8.5178454332053644 235.02757807658054 11.053088172571739 5.2618719208985558 31.418208189308643 7.1433740465436122 2.505844695493578 2.7190770953893653 5.3366883727721861 15.673332404345272 1.041914779692888 32.666069082915783 10.983087771572171
leaf_count=217 17 222 16 53 57 40 63 45 17 22 32 56 40 139 35 36 554 34 1982 113 37 296 127 30 8 19 97 16 166 47
internal_value=0.000140769 0.000299565 -3.5787e-05 -0.00108344 3.67908e-05 0.000565857 0.000617072 0.00047352 -0.00232303 0.000575893 0.000320402 0.000186756 0.000682222 -0.000250548 0.00033669 -0.000161727 2.60194e-05 5.68505e-05 7.73922e-05 -4.62904e-05 -0.000335783 -0.000506012 -0.00115454 -0.000611963 -0.000191688 0.000205458 7.74461e-05 -0.00138793 0.000187449 -8.23582e-05
internal_weight=564.191 297.035 267.156 14.8829 7.8178 167.821 163.568 146.179 7.06506 136.929 80.1784 75.3436 35.3228 40.0208 29.0175 16.9625 252.273 246.205 243.545 129.214 60.1015 54.8396 23.4214 16.278 13.7722 69.1124 63.7757 4.45323 59.3225 43.6492
internal_count=4633 1903 2730 144 74 730 690 627 70 582 360 338 167 171 111 71 2586 2032 2016 1173 611 574 278 151 121 562 543 233 310 213
is_linear=0
shrinkage=0.00218174


Tree=455
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 2 2 2 0 2 2 0 0 0 1 2 0 2 0 1 0 1 1 0 0 0 1 2 0 0
split_gain=0.565809 0.828192 1.14214 0.518877 1.54362 0.490279 2.1111 1.19827 2.63044 2.10956 1.25578 3.55419 0.860999 2.52139 2.4946 2.11191 1.03839 5.62531 2.97783 3.75539 2.73455 3.11842 2.01935 2.32555 1.41681 1.40056 1.34838 2.95304 1.95839 3.67488
threshold=0.50634711535000021 0.51869704500000013 0.5225142959500001 0.57854555250000017 0.58454836680000011 42.783136484500005 42.982930821650008 42.684965421050009 0.48368312325000012 42.720329370750001 42.580420142950011 0.49588335680000006 0.60710757165000018 0.62143349005000015 0.48616807880000007 47.142075646500011 0.55788748840000013 46.645430295100006 0.54191491270000014 0.42111014640000005 0.58887458460000019 0.48522499325000007 0.42473279245000012 0.54353163080000011 0.53499895210000015 0.5541600551000001 0.39814676205000005 44.701063782750005 0.51657136015000005 0.53312775065000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 7 -7 10 9 -9 -1 -12 14 -14 16 -15 18 -18 19 24 21 -19 23 -20 26 -25 28 -28 -8 -30
right_child=1 2 3 4 -6 6 12 8 -10 -11 11 -13 13 15 -16 -17 17 20 22 -21 -22 -23 -24 25 -26 -27 27 -29 29 -31
leaf_value=0.0013468953404042756 -0.039117254923143413 0.038530099357073952 -0.035377691255045682 0.034832977571160675 -0.037962344565760933 -0.017575420222518935 0.0019030646437396138 0.035480723723856217 -0.014244855816035008 -0.00070860126331218857 -0.045005353775055407 0.0057209038745513995 0.028304524509415785 0.019129699382992645 -0.038887814745635976 -0.026468254010333134 -0.029839211772451326 -0.03825071263755106 0.03499112834096571 -0.043534909654994076 0.035232713337691353 0.023769224205193493 0.041699064822122205 -0.041127327579772034 -0.022295193086578236 0.011488875324068681 0.038899025190294916 -0.0037578206774292315 -0.036435743932993411 0.018534067487546581
leaf_weight=330.71821548778098 1.0130429915152483 0.61371682328172061 0.85516119323438067 0.6919968477450309 0.68223008088534698 8.5373778983484936 63.465197527897544 5.3130212575197202 3.1716549890115848 2.9568634564056993 2.6162536469055331 4.3168390411883593 4.5944683812558633 2.0822186656296253 1.986541874706744 2.8206992633640766 7.2979588750749809 1.9007281051017344 1.8532838448882092 2.3310158022795795 3.4132706448435783 1.9239197671413422 3.3743891734629869 1.2619140418246391 3.0462042177096 1.1316899489611385 3.440231390297412 4.3141322964802384 4.2728547791484734 2.1590262800455093
leaf_count=2518 153 14 259 13 115 87 559 60 26 21 34 26 31 14 68 29 126 62 6 102 12 8 12 28 22 14 9 52 146 7
internal_value=0.000646272 -0.0124552 -0.00295515 -0.0143754 -0.001306 0.000752789 -0.00109084 0.00141403 0.012344 0.0225414 0.00104366 -0.013421 0.000115433 0.0100257 -0.00076279 -0.00710327 -4.27597e-05 -0.00856369 0.00132359 -0.00056218 0.0128883 -0.00705271 0.0218677 0.00611064 0.000679121 -0.0162505 0.00158039 0.0151669 7.3097e-05 -0.0179837
internal_weight=478.156 3.85615 2.8431 2.22939 1.37423 474.3 125.207 349.093 11.4415 8.26988 337.651 6.93309 116.67 9.49739 107.172 4.90292 105.186 14.5359 90.6499 83.0287 7.23792 3.82465 7.62128 4.24689 80.6976 2.3936 77.6514 7.75436 69.8971 6.43188
internal_count=4633 554 401 387 128 4079 1394 2685 107 81 2578 60 1307 74 1233 43 1165 208 957 897 82 70 60 48 795 42 773 61 712 153
is_linear=0
shrinkage=0.0343417


Tree=456
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 2 0 0 0 1 1 1 2 0 1 2 2 1 2 1 0 0 1 2 1 1 2 1 1 0
split_gain=3.83432 4.33823 3.88823 2.49637 2.82098 2.69988 2.75323 2.64146 2.35212 3.29703 3.6111 2.31201 2.53541 2.20362 2.23328 2.18677 4.32943 2.18334 2.47401 2.31565 2.85582 3.4741 2.67922 4.42668 4.39338 2.77302 2.16918 3.00567 3.36577 2.70795
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 37.232443001650005 0.54504356155000011 35.119813570500007 0.54413041525000005 0.54353163080000011 0.52324780695000006 0.39019789825000006 0.38906020780000011 0.34482500525000009 40.408647214050006 0.5206281249000001 0.38512319990000005 44.202975721700007 43.968221017800005 0.43584024430000007 42.081757894750005 0.4529056016000001 0.55980359870000018 0.56300709560000006 0.45107930900000009 40.00488309970001 0.43837010870000009 0.44512140355000007 41.772405911750006 0.34584293880000011 0.34518427590000006 0.45995628875000011
decision_type=2 2 2 2 2 2 2 2 2 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 15 5 7 6 -4 -5 9 10 13 -1 -13 14 -3 16 -2 18 -6 20 -19 -22 23 -23 -25 -26 -14 28 -28 -29
right_child=2 8 3 4 17 -7 -8 -9 -10 -11 -12 12 26 -15 -16 -17 -18 19 -20 -21 21 22 -24 24 25 -27 27 29 -30 -31
leaf_value=0.00010773230877314155 -0.00085425990964320083 0.00043958870214575721 0.0017982946331209168 0.00022093672339719404 -0.000263340201052522 -0.0019865161812814337 -0.00092567773864382869 0.0012590579881208853 -0.00042835758857567727 0.0017359770374345493 -0.0013099312287106145 -0.0025381118568904748 0.00041234131102898359 0.0017554975080116811 -0.0010127962577833095 -0.0021928423344153578 0.0018532166109885915 0.0013171649759207134 -0.0017659256735211492 -0.00023949395088369168 -0.001785968902094325 -0.0027792809420009714 0.0013853264981755571 0.0016424300465175436 -0.002008439814246876 0.00021455869084629283 -6.1965560603683328e-05 -0.0013086157361856018 -0.0026578579571201449 0.0011157612453089466
leaf_weight=56.654406484682113 22.127938851714141 227.07397773116827 2.3063313439488393 41.265766045078635 20.306994475424293 5.1591035644523799 4.7815340283559635 13.685964480973778 13.56113141775131 8.0561225265264493 5.0449242815375319 2.5973667581565705 8.7430604510009307 5.2284577935934058 4.5278326719999304 3.9407109380699685 2.7885841317474833 10.986276008188723 5.9383568181656292 47.694536220398732 3.6117208749055889 2.2089965799823466 7.5762242767959824 6.4137903973460224 3.4598903451114875 7.3543441547080874 3.3934311233460921 3.3877374632284036 5.4707378391176462 4.4953380133956671
leaf_count=575 283 1032 7 180 126 139 247 47 75 23 26 80 98 21 20 185 11 32 103 904 19 40 25 25 35 55 27 94 79 20
internal_value=0.000140495 0.000272597 -7.69001e-05 3.34003e-05 9.75423e-05 -0.000859587 -3.93202e-05 0.000479485 0.000402211 0.000447278 0.000404355 -0.000130419 -0.000610785 0.000440872 0.000411194 -0.000775421 -0.000551247 -8.40952e-05 -0.00060332 6.84955e-05 0.000421511 0.000100208 0.000352393 -5.0227e-05 0.000299695 -0.000496664 -0.000414397 -0.000846004 -0.00166408 7.38896e-05
internal_weight=559.842 348.235 211.607 182.75 170.503 12.247 7.08787 54.9517 263.492 249.931 241.875 84.7421 28.0877 236.83 231.602 28.8572 24.9165 115.551 26.2454 89.3058 41.6112 30.625 27.0132 19.437 17.228 10.8142 25.4903 16.7472 8.86417 7.88308
internal_count=4633 2170 2463 1984 1591 393 254 227 1197 1122 1099 973 398 1073 1052 479 294 1364 229 1135 231 199 180 155 115 90 318 220 106 114
is_linear=0
shrinkage=0.00204771


Tree=457
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 1 0 1 1 1 0 2 0 1 1 1 0 2 2 2 2 2 1 1 2 2 0 2
split_gain=0.516609 0.694137 1.19138 0.981776 0.82248 0.860554 1.19307 0.995694 1.49948 0.689296 1.24019 0.604537 0.945993 1.25636 0.586504 1.1225 3.61803 1.79991 1.75279 1.26552 2.39131 1.34856 3.60463 2.18649 2.11711 1.84374 1.44906 1.09329 4.19677 4.17796
threshold=31.914316944300001 35.119813570500007 0.34377713240000007 0.49820364660000011 0.36551300860000008 0.38334181610000007 0.38512319990000005 0.38976377950000002 0.54450465555000005 0.38045268105000002 0.38772791230000009 0.40437412050000004 0.56748300950000019 33.361153777850006 0.47721625100000004 0.35585760905000008 0.35210023650000005 0.35799826355000003 0.48119816770000007 39.476991512000005 39.896141435400004 40.574766824850009 40.94178426300001 41.289992964000007 0.34560342505000002 0.34482500525000009 41.32819714970001 41.976795488650005 0.48001556840000009 44.026978245600006
decision_type=2 2 2 2 2 2 2 2 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 -8 -9 -1 -11 -10 -13 -14 -3 16 19 -17 -19 -16 -21 -22 -23 24 -24 -25 -27 -28 29 -29
right_child=1 14 3 4 5 6 7 8 11 10 -12 12 13 -15 15 17 -18 18 -20 20 21 22 23 25 -26 26 27 28 -30 -31
leaf_value=-0.040192120531317058 0.02987080318418369 -0.0026802089396742285 -0.020978779869781954 0.025528993142437249 -0.021862727770200291 0.041461556459684502 -0.032157806363761143 0.027544202083679789 0.019364079235802519 0.039478692433312888 -0.040651232371667248 -0.048263623417416288 0.030224097917932204 -0.040836681348447514 0.017915110050791994 -0.031721840854960895 0.031592425617494341 0.029699624573804189 -0.00045760430620952564 -0.022088185645467266 0.011988113315110889 -0.028236992180819785 0.0062080348964418403 -0.017161149555718149 0.03809816259616236 -0.019516643361355591 0.010192765435031191 -0.030145865327237332 0.0066922121637642724 0.013943380934411557
leaf_weight=0.97030496998922844 2.8172551789321032 67.661740991054103 1.8845683806575824 2.6702163293957701 1.6278761848807315 1.1844974458217619 1.0095645263791082 2.6574333608150482 0.70658908039331469 0.56883953511714913 0.48119438394496683 0.92257289402186904 0.78544695352320537 0.58653238852275535 6.7471542134881011 2.4592673163861027 5.9916073307394973 2.6290067657828322 244.97220584444585 5.5077517554163924 17.847086414694786 5.3758788406848899 8.3282594308257085 7.2546612210571757 4.2399284690618506 3.9389135688543311 22.124880313873291 9.6686056610196811 38.426039144396782 4.1439900100231162
leaf_count=81 21 865 27 10 8 4 5 13 2 3 138 19 25 66 27 18 35 9 2601 28 79 29 42 37 17 21 96 86 206 15
internal_value=0.000667815 0.0007468 0.0080689 0.00369268 0.00751921 0.00244669 0.00748611 0.00145087 0.00744711 -0.0178696 0.00275791 -0.0103484 -0.0194981 -0.000154966 0.000476974 0.0010252 0.00366424 -0.000448021 -0.000137398 0.00241176 0.00158717 0.00266175 0.00105357 0.00265828 0.0169663 0.000556459 0.00219798 0.00334817 0.000449245 -0.0169184
internal_weight=476.19 474.17 16.8526 14.0353 12.1507 9.48051 7.85264 6.66814 5.65857 2.02034 1.05003 3.00114 2.29455 1.37198 457.317 389.655 139.595 250.06 247.601 133.603 126.856 121.348 103.501 98.1253 12.5682 85.5571 78.3024 74.3635 52.2386 13.8126
internal_count=4633 4411 200 179 152 142 134 130 125 222 141 112 110 91 4211 3346 718 2628 2610 683 656 628 549 520 59 461 424 403 307 101
is_linear=0
shrinkage=0.0367371


Tree=458
num_leaves=31
num_cat=0
split_feature=1 2 2 0 2 0 0 2 2 1 0 2 2 1 2 2 0 0 1 1 0 0 2 0 0 0 1 2 0 0
split_gain=0.506359 0.763646 0.928893 0.471331 0.878124 0.398586 0.619158 2.79965 1.37057 1.22149 2.31897 0.58842 2.50636 2.36057 1.41595 1.02408 2.43115 1.5276 1.8866 1.0751 5.79374 1.00987 1.11986 0.995618 6.15465 2.46069 1.59284 2.35243 2.49048 1.34968
threshold=0.50634711535000021 48.109449608500007 48.914776625700007 0.39587138110000003 44.952171034750002 0.39614083410000006 0.42314601355000009 49.064150740050003 48.914776625700007 0.31118828780000007 0.41160444300000004 36.558960102350007 37.041406607950009 0.3975479776000001 34.424709467050008 37.765550062200006 0.51657136015000005 0.54191491270000014 0.42307116555000007 0.34007963835000005 0.4413939702500001 0.50452082270000009 36.772607578000013 0.5116313883000001 0.50035927070000008 0.49877249185000011 0.34007963835000005 35.374259656300005 0.49405706415000006 0.52252926560000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 -7 -11 13 21 23 -15 16 -14 -18 -19 20 -17 -13 -23 24 25 26 -8 28 -28 -25
right_child=1 2 -4 5 -6 6 11 -9 -10 10 -12 12 15 14 -16 19 17 18 -20 -21 -22 22 -24 29 -26 -27 27 -29 -30 -31
leaf_value=-0.042719734016404678 -0.040242136775435595 0.013674104231868933 -0.040673846708919582 0.013905473332067758 0.0082080364923978466 -0.039042972431892885 0.029555790811152657 0.020461190869071725 -0.06944292312721978 0.019619523440387771 -0.041530972268302629 -0.0067729497656629041 0.030132321742288637 -0.002349887282342564 -0.044917161327322132 0.0076059710423684625 -0.024145650718014236 0.037277371182282894 -0.0087582929836080535 0.0009652240797374677 -0.053164456517247466 -0.063958647008820882 -0.020207773786137619 0.033621989030222892 -0.040636691511575958 0.046122338607527423 -0.061729929433584595 0.023623364760293104 0.0054508661206467838 0.0060036467533769516
leaf_weight=1.0830426695174531 1.1763268109425546 1.7630261741578581 0.68145212810486544 3.6284943819046012 1.0345516628585754 2.3457157458178681 3.1842878628522211 3.5088638216257095 0.85739949345588673 2.5826931465417147 1.5513299923040902 3.6758532971143714 6.1905812639743081 3.2620835332490961 1.952047402737662 7.8649239875376207 3.1698264293372613 2.3501130193471909 3.4097494543530047 386.58098484639777 3.5622858805581927 1.4019022081047294 2.6288696555420756 5.562440410256384 3.6580084562301627 3.4385553747415534 1.634812865406275 2.5728749576956034 1.8252001628279684 5.499173142015934
leaf_count=173 468 15 71 18 15 56 25 16 6 28 146 18 28 145 84 43 23 6 43 2943 65 27 30 19 21 10 34 14 10 33
internal_value=0.000656275 -0.0140707 -0.00147658 0.000769725 -0.0178389 0.000853943 0.000751939 -0.00858248 -0.0224721 -0.0162569 -0.00332776 0.00097522 0.000578917 0.00609278 -0.0182861 0.000995604 0.0110938 -0.00210478 0.010025 0.000611974 -0.0113384 -0.0217584 -0.0354243 0.0107362 0.00452815 0.0175826 0.00693555 -0.0050039 -0.0262912 0.0198918
internal_weight=473.637 3.62081 2.44448 470.017 2.11759 467.899 464.271 10.846 7.33714 6.47974 4.13402 453.425 420.835 32.5895 5.21413 413.128 15.1203 8.92969 5.75986 398.008 11.4272 7.70663 4.03077 27.3754 16.3137 12.6557 9.21718 6.03289 3.46001 11.0616
internal_count=4633 554 86 4079 188 3891 3873 252 236 230 174 3621 3226 395 229 3151 100 72 49 3051 108 75 57 166 114 93 83 58 44 52
is_linear=0
shrinkage=0.0395325


Tree=459
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 2 2 0 2 0 2 1 1 0 0 0 1 1 0 0 2 1 2 0 0 1 1 0 2 1
split_gain=3.30936 4.78995 4.102 3.90057 3.07625 2.84996 2.35822 3.82537 3.47481 2.47025 2.29423 2.18599 2.52222 2.71418 2.68695 3.16305 2.5854 4.32718 2.93102 2.89171 2.17793 2.09369 2.05496 3.88242 5.238 3.53785 3.57244 2.51951 3.00762 4.21274
threshold=0.39078171310000004 0.47880302985000006 0.5380527529500001 0.54504356155000011 44.279556297950009 47.927946529500012 41.873095646600007 0.47787491390000009 41.741384785950011 0.47774018740000007 36.377496227400009 0.43540612555000008 0.4529056016000001 0.56065686655000013 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.56915960600000015 0.57161462230000015 47.927946529500012 0.42473279245000012 48.109449608500007 0.45798030000000006 0.47568935060000012 0.3447651268000001 0.35799826355000003 0.47673722340000008 42.783136484500005 0.34530403280000005
decision_type=2 2 2 2 2 2 2 2 2 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 -3 -6 8 9 -1 22 -2 -5 14 -14 -13 -16 17 19 -19 -17 -20 -12 23 -8 25 -25 -27 -26 -29 -30
right_child=2 4 3 11 5 -7 7 -9 -10 -11 21 12 13 -15 15 16 -18 18 20 -21 -22 -23 -24 24 27 26 -28 28 29 -31
leaf_value=7.6505837079837656e-05 -0.0023655230485998737 0.00045796373491543719 0.00055868861155056854 -0.00056441708468752913 -0.0015245207043946656 0.00051968102778988359 -0.0017047245649093904 -0.0024066079475519773 0.0018115020569896031 0.0013910666214011591 -0.0003627257301296895 0.0011887134431488157 -0.003357132821311309 -0.00019770759689325881 -0.0015838791016141642 -0.00010281968703976189 0.0012747150468691343 0.001171998934826012 -0.0015546161303571519 0.0021139705945777023 0.00076155351315350395 -0.0021689232476167779 0.00024687553909023428 0.0016726427540723675 -0.0023684191590948164 -0.0014494187013891471 0.001369045353434874 0.00043587999005618343 0.00039915566283910581 -0.0027249831174701407
leaf_weight=59.347937574028037 2.5067283548414698 219.76515287533402 45.538235619664192 28.74409536877647 5.7021873658522946 4.5165390521287918 8.5057056932710093 3.1014623325318089 4.5960798161104313 3.3339743912219992 39.192797679454088 11.157408531755207 1.0273003876209248 45.883122045022901 3.6741563677787772 4.2833859361708218 7.5841908976435652 2.4446799494326106 8.8482353044673783 4.4167537894099951 1.8065531915053714 2.5243512243032447 16.80633139051497 6.5195882208645362 3.6659464668482569 4.086063090711832 2.8011608347296715 5.9385512918233854 2.695383608341217 3.9069932177662849
leaf_count=531 33 934 173 276 63 25 273 38 16 10 434 35 16 1151 19 24 25 8 118 20 28 103 75 22 59 40 11 26 13 34
internal_value=0.000132249 0.000245267 -5.92955e-05 7.97473e-05 0.000410022 -0.000621011 -5.7124e-05 -0.000326334 0.000201212 -0.00021559 -0.00057935 -0.000102201 4.3597e-05 -0.000266896 0.000373016 9.77094e-05 0.000307976 -2.83578e-05 -0.000726339 0.00102257 -0.0011619 -0.000472021 -0.000313114 -0.000560005 -0.000231217 0.000657684 -0.000303097 -0.000966541 -0.000556746 -0.00144957
internal_weight=564.921 355.289 209.632 165.408 229.984 10.2187 125.305 61.3612 63.944 58.2597 44.2239 119.87 91.1258 46.9104 44.2154 33.058 29.3838 21.7996 13.0995 8.70014 10.6548 41.7171 54.9257 38.1194 29.6137 13.4068 6.88722 16.2069 12.5409 6.60238
internal_count=4633 2170 2463 1893 1022 88 1148 601 547 563 570 1720 1444 1167 277 242 223 198 154 44 146 537 553 478 205 73 51 132 73 47
is_linear=0
shrinkage=0.00192234


Tree=460
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 0 2 0 1 1 1 0 0 2 1 1 0 0 2 1 0 0 1 0 2 2 0 1 2 1
split_gain=3.00016 4.69302 3.30266 3.05228 2.94017 2.85022 2.67015 3.01827 4.63108 2.68705 4.17937 2.68922 2.47065 2.20161 1.95245 3.22754 2.56722 1.9324 1.88331 3.49728 2.22222 2.7273 2.61503 2.90352 2.51269 4.63797 2.32627 2.27563 2.08821 3.4861
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.3447651268000001 40.408647214050006 0.47396784530000008 41.772405911750006 0.47697673720000006 0.34548366815000003 0.34584293880000011 0.34518427590000006 0.45995628875000011 0.54504356155000011 48.109449608500007 0.4172030777500001 0.40651477500000005 0.54353163080000011 0.52401125715000008 41.685324604100011 0.34524415440000006 0.51017933595000009 0.50291907430000016 0.3459626957000001 0.48104847160000008 43.219899330700009 42.670715716450012 0.51657136015000005 0.34575312120000007 43.219899330700009 0.34545372890000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 7 8 -6 10 -8 13 14 -11 15 -4 -16 18 -3 -20 21 22 23 28 25 -24 -22 -25 29 -21
right_child=2 17 12 4 6 -7 9 -9 -10 11 -12 -13 -14 -15 16 -17 -18 -19 19 20 26 -23 24 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00011177342908177066 -0.00090665337826397092 0.00066793209061832967 0.00035880238956298752 -0.0031397019821261859 -0.0032369068646608129 0.001329912401562809 -0.00024499300396963906 0.0018900339525910366 0.0015112771652342643 -0.0027053155752106931 -0.0032682851148714801 0.0012586062318722911 -0.00016791835388171885 0.0020956149196872417 0.00031276188370021299 -0.001894437149718738 0.0017752853858463418 -0.00065788858702862322 -0.00088691144627692925 0.00049801014286033815 0.00049990162365918969 0.0017177868788810413 -8.4230631252456853e-05 0.00065483713499995785 0.00068240022978592 -0.0030990071140571678 -0.0026062329071249329 0.002335362772415534 0.0011894513226890847 -0.0026667823436715568
leaf_weight=46.840391466394067 25.920268238056451 155.06513274088502 22.42366288788617 2.979098120005804 2.4877750463783759 10.130761640146373 5.1342525035142916 4.743095338344574 2.5029254630208015 2.6480525564402337 6.0498593114316463 4.4590145200490952 118.82618406199617 0.74295489490032185 18.851440677419308 4.6644366197288027 11.886689767241476 9.0562388729304057 14.5079995598644 5.2873635590076429 2.9696241784840813 10.352586619555948 13.415005091577774 10.569917120039465 12.054516039788721 4.0307559780776492 2.8894739197567105 9.1144836321473104 5.3081257939338675 3.5224743559956551
leaf_count=521 479 639 116 83 73 37 41 12 13 92 79 20 1720 2 81 28 39 58 73 27 21 46 61 44 48 30 35 67 17 31
internal_value=0.000153171 0.000292346 -8.51365e-05 -0.000196653 -0.000809027 0.000144591 -0.000567671 0.000482292 -0.000855608 -0.00110461 -0.00188039 6.71718e-07 3.54049e-05 -0.00165345 0.000453211 -2.91943e-05 0.000878332 0.000460403 0.000501062 0.000225853 0.000428886 0.00054509 0.000353305 0.000821258 -0.00018289 -0.00078078 -0.00103192 0.00143297 -3.16444e-05 -0.000767382
internal_weight=549.435 346.862 202.573 88.7182 31.747 56.9712 28.7679 9.7338 4.9907 19.0341 11.1841 7.85002 176.652 3.39101 57.8262 27.0881 30.7381 258.144 249.087 94.0223 79.5143 73.6552 63.3026 33.8024 29.5003 17.4458 5.8591 19.6844 14.118 8.80984
internal_count=4633 2170 2463 973 415 558 332 98 86 234 120 114 1984 94 264 144 120 1197 1139 500 427 371 325 186 139 91 56 111 75 58
is_linear=0
shrinkage=0.00246454


Tree=461
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 1 2 0 0 1 1 0 1 1 1 1 2 0 2 2 2 2 0 2 2 2 2 1 1 1
split_gain=0.50777 1.51797 1.25893 0.743772 2.08711 1.95695 1.28185 0.939212 1.30663 3.13814 1.16382 1.14281 2.35626 1.55194 2.55681 1.23624 1.21118 1.40146 1.01085 1.65246 1.10364 1.47336 1.88236 1.09468 1.44845 0.993562 3.23515 3.13031 2.07821 1.62313
threshold=49.247968080500009 0.39672464895000009 49.292797572200008 47.927946529500012 45.700098835450007 0.39150025445000008 47.74983977685001 0.43572048740000008 0.4413939702500001 0.3298553935500001 0.34458549145000011 0.47673722340000008 0.3447651268000001 0.35696536035000009 0.3447651268000001 0.34491482290000003 43.968221017800005 0.47604862130000009 41.559097512700014 44.952171034750002 39.476991512000005 35.771221912400001 0.41973294215000007 39.571921479100006 41.243661560350013 45.044778924400006 44.461493122800007 0.4417083321000001 0.46636328255000009 0.34506451900000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 -9 -10 -11 13 -13 14 -12 -14 17 -16 20 -20 21 22 -1 -22 -25 26 28 -28 29 -17
right_child=1 2 -4 -5 5 6 -8 8 9 10 11 12 15 -15 16 25 -18 -19 19 -21 23 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=-0.04006068718228626 -0.041101727959155128 0.039921386041192483 -0.0051574855358524734 0.0068296189475486229 -0.031317166056566467 -0.010165468698698681 0.024060135219630321 0.022832278246960051 -0.039955174980622614 0.0088213386963839537 0.011885603650102727 -0.019540229697025902 0.013517766652459682 0.009731479950983073 -0.04100307999071906 -0.01196177322727358 0.0038902584151577291 -0.007057841137038081 -0.040139782653103237 0.012216094528178406 0.043355052355957983 -0.042921242211963528 0.029768340283338312 -0.042149419832787298 0.017184910094340117 0.016143396318796483 -0.045427498062747977 0.021232092542145489 -0.015606566818747249 0.0021341919521470345
leaf_weight=0.73226629855343928 1.3192005939781655 0.78639239445328613 11.094721322879193 22.924632979556918 4.5828485391102713 6.1852607319597155 1.6413240432739256 3.2612413056194773 2.2107757180929175 22.30774125084281 3.0704827904701224 6.4329816922545424 9.8385364748537523 4.1018752055242649 4.8304517350625229 9.9773285035043937 1.4358057938516138 2.0550072612240911 2.4198281004210007 1.0139978956431148 0.96127450466156039 1.378099523251876 1.2198910852894185 0.69073849660344455 1.6589355976320801 5.1603337530978015 3.2742134192958465 1.1209063585847614 8.4112957953257119 328.20768640993629
leaf_count=71 18 4 308 131 128 97 10 22 46 98 11 32 39 49 78 56 10 37 169 21 2 82 9 82 11 41 108 8 699 2156
internal_value=0.000593728 -0.00606413 -0.00217379 0.000784326 0.00046805 -0.01345 -0.00298797 0.000873703 0.00112544 0.0009538 0.00117427 0.00073451 0.00111566 -0.00842733 -0.0149658 0.00147873 -0.0248738 -0.0308719 -0.00951307 -0.0246793 -0.00167141 -0.0156657 0.00357504 0.0124045 -0.000257724 0.00114616 0.000925664 -0.028427 0.00129788 0.00171832
internal_weight=474.306 13.2003 11.8811 461.106 438.181 12.4094 7.82658 425.772 415.697 412.435 410.225 387.917 372.423 15.4936 11.3917 365.99 8.32126 6.88546 10.075 3.43383 6.64121 3.33026 1.95216 3.31095 2.34967 356.152 350.991 4.39512 346.596 338.185
internal_count=4633 330 312 4303 4172 235 107 3937 3490 3468 3422 3324 3139 185 136 3107 125 115 447 190 257 162 80 95 93 3068 3027 116 2911 2212
is_linear=0
shrinkage=0.0344288


Tree=462
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 0 0 1 0 1 1 1 1 0 2 0 0 0 2 0 2 0 0 2 1 1 2 2 2
split_gain=0.46715 0.73851 0.74232 0.792933 0.847541 0.59747 1.44262 0.595057 0.96602 1.54294 0.827024 0.5485 0.466464 2.75389 1.81127 2.62941 2.80021 2.94404 1.60914 1.45463 2.00289 2.00049 1.63171 3.6617 2.02055 2.53526 1.75662 1.70458 1.88953 2.1335
threshold=32.724174661450007 35.119813570500007 0.34377713240000007 0.49877249185000011 0.38723391515000005 0.5380527529500001 0.54450465555000005 0.51657136015000005 0.38045268105000002 0.53017873715000008 0.31753540315000006 0.43643902880000007 0.37227927305000003 0.36880632320000012 0.5132031975000001 47.079243513300007 0.50291907430000016 0.49588335680000006 0.5116313883000001 38.238138001450004 0.51657136015000005 37.892416320650007 0.52252926560000013 0.52366695610000014 38.474425342400004 0.39995808510000008 0.39712882845000003 39.955516828000007 41.404176814550006 42.320906304050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 -5 -6 -7 10 -9 -10 -1 -8 13 18 15 16 17 -14 -3 21 -21 -16 -22 -24 -25 26 27 -26 -29 -30
right_child=1 12 3 4 5 6 11 8 9 -11 -12 -13 14 -15 19 -17 -18 -19 -20 20 22 -23 23 24 25 -27 -28 28 29 -31
leaf_value=0.022910028608576723 0.031061602955809897 0.0011679038665850204 -0.013346575677996542 0.025539474650021054 -0.022935025906137559 0.038291269308607316 0.00013720895406661268 -0.0609337825123418 0.042647547585807792 -0.044164824049251865 -0.05662615337255917 -0.043158785909375538 -0.048920944480068444 0.023033121448380389 -0.0038237780780644871 0.023631506918690398 -0.042829622005701 0.020916986027935992 -0.029928839242568801 0.027043158788606997 -0.015870866214720947 -0.033749091970283786 0.030376111071591553 0.023261038586493733 -0.036164635503103865 0.0015610788265524118 -0.033314738903443414 0.026221094951931818 -0.051545361264357964 -0.002072831158179844
leaf_weight=0.28080647788010471 2.2459406480193129 224.07716780866031 2.7558720754459491 3.9883154258131963 1.2945018038153646 1.6439612656831739 2.1182411164045338 0.35462219268083561 0.991267319768667 0.50591661562793888 0.89763508952455595 0.61851837784342922 1.4307576753199081 9.4877702407538873 20.782928400003588 2.2837005141191176 5.8605425022542477 3.1882724165916443 2.756027197930961 4.8081117179244748 9.3370852921507304 4.4347272486193097 6.8896383587270966 6.0073080359725273 2.7519862540066304 128.89729333316791 5.3393991449847809 3.1679858900606623 1.6547135831788171 10.326501517556606
leaf_count=14 19 1683 29 15 10 5 21 4 5 146 72 82 36 45 279 13 72 30 33 21 61 62 35 34 20 1455 107 25 32 168
internal_value=0.000625946 0.000728414 0.009662 0.00579207 0.0112501 0.00120807 0.00834235 -0.0152045 -0.00090564 0.0133126 -0.0376738 -0.00964786 0.000439507 0.00168309 -0.000913795 -0.0156968 -0.0242672 -0.000715511 0.000790078 9.3051e-06 0.00128943 -0.00908638 0.000579295 0.00150999 0.000252426 -0.000656091 -0.012953 -0.00687968 -0.00155981 -0.00890543
internal_weight=471.178 468.147 14.6654 12.4194 9.66354 5.67522 4.38072 3.03025 1.85181 1.49718 1.17844 2.73676 453.482 236.321 217.161 12.7633 10.4796 4.61903 226.833 204.398 179.18 25.2177 174.372 165.035 158.145 152.138 23.2406 17.9012 15.1492 11.9812
internal_count=4633 4392 181 162 133 118 108 241 155 151 86 103 4211 1761 2450 151 138 66 1716 2299 1958 341 1937 1876 1841 1807 352 245 225 200
is_linear=0
shrinkage=0.0404487


Tree=463
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 1 0 0 0 1 1 0 0 2 1 2 2 2 2 0 2 0 1 0 2 2 2 2 1
split_gain=3.95433 4.37172 4.06112 3.15091 2.20291 2.60105 2.24144 2.74133 2.498 3.07085 2.90254 4.09515 3.08245 2.78832 2.194 2.0795 2.79234 5.80333 2.01272 2.03291 2.62038 1.9726 2.38059 2.12648 1.94826 1.85078 1.74289 4.41366 1.73831 1.74425
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 44.279556297950009 0.54504356155000011 0.43540612555000008 0.4529056016000001 0.56065686655000013 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.56915960600000015 0.57161462230000015 47.927946529500012 0.44922307715000004 40.94178426300001 40.806664626150003 42.081757894750005 40.806664626150003 0.55131582885000008 39.571921479100006 0.54284302865000023 0.42039160505000012 0.5380527529500001 49.960114208400007 44.202975721700007 43.968221017800005 42.654057868200006 0.39431454150000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 26 -3 21 18 8 -8 -7 -10 11 13 -13 -11 -5 16 17 -14 19 20 -6 24 23 -23 -4 -20 27 28 29 -2
right_child=2 3 4 14 5 6 7 -9 9 10 -12 12 15 -15 -16 -17 -18 -19 25 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-5.4778102186693999e-05 -0.0017245643549759768 0.00057581839188053342 -0.0019069043415507862 -0.001800237972162517 0.00013792108704472643 0.0014232062201780075 -0.004206881402859507 -0.0002303864873842459 -0.00198210686348894 -0.00014880492635604785 0.0016358696649704935 0.0015111076509691946 -0.0036802708540777554 0.0026389414585731878 0.00047675519535650028 0.00014412641716318996 -0.003218972572402265 0.0034995235051221399 -0.0028121789343678403 0.00047217882899481075 -0.001940141696486835 0.00054376078750888982 0.0014444919768629876 -0.0012506013986784148 0.00014752283382484416 0.00018379681103084428 -0.0025383989784089189 0.002133922208557315 -0.0027373829397729994 -0.00024255054597811367
leaf_weight=116.52180719038006 7.3034821320325269 215.94203559681773 3.4967547915875903 5.5512320026755315 6.2791470531374269 11.008796734735368 1.0135205863043655 45.153999415138969 3.5853333026170722 4.1263001151382976 7.572554647922515 2.4347921833395949 1.3069630155805481 4.0798866879194975 4.2890990879386663 3.1957500139251351 4.9045598218217492 1.2684244513511658 4.3988637682050458 8.4874010682106 7.7543228035792708 24.75799135025591 14.903263435699044 4.4560361765325061 10.76421310007572 1.6106888516806064 3.4129952988587311 2.7631367519497863 3.0805449038743964 12.004444923251866
leaf_count=1148 91 934 29 63 34 35 16 1151 19 24 25 8 38 20 25 36 70 2 75 36 103 108 52 26 49 28 185 11 68 124
internal_value=0.000164064 0.000321386 -9.84709e-05 0.000515517 3.68607e-05 -0.000150863 4.92578e-05 -0.000317683 0.000438849 0.000105155 0.000364197 -8.75534e-05 -0.00091674 0.00123718 -0.000807766 -0.00147046 -0.00216027 -0.000144094 -0.000779702 -0.000451621 -0.00101033 0.00041689 0.000666799 0.000270065 -0.000356218 -0.00200919 -0.000934964 -0.000717382 -0.00106928 -0.000803142
internal_weight=547.428 342.304 205.124 225.782 176.56 118.181 89.6509 46.1675 43.4834 32.4746 28.8892 21.3167 13.1105 8.20619 9.84033 10.6757 7.47995 2.57539 28.5304 22.5209 14.0335 58.3783 44.1173 29.214 14.261 6.00955 28.5646 25.1516 22.3885 19.3079
internal_count=4633 2170 2463 1022 1984 1720 1444 1167 277 242 223 198 154 44 88 146 110 40 276 173 137 264 186 134 78 103 479 294 283 215
is_linear=0
shrinkage=0.0023912


Tree=464
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 0 1 1 2 2 0 0 2 2 0 1 0 0 1 2 0 0 2 2 1 2 2 2 0 2
split_gain=0.485739 0.733651 1.00187 0.451361 1.37984 0.391758 1.15194 2.39488 1.91742 2.04757 1.11308 1.65482 4.91728 1.46447 1.46318 2.44495 1.51388 1.03028 1.55207 2.61726 3.10417 2.59463 1.81856 1.60257 1.51437 1.37346 2.06962 2.59469 1.97098 2.76333
threshold=0.50634711535000021 0.51869704500000013 0.5225142959500001 0.57854555250000017 0.58454836680000011 0.47721625100000004 0.34524415440000006 0.34536391125000004 42.720329370750001 44.749265482150008 0.47787491390000009 0.47880302985000006 39.571921479100006 41.685324604100011 0.47961138885000004 0.34587287805000005 0.47938684470000009 0.48077901860000011 0.3584174126500001 41.319407281650008 0.48458129995000004 0.49688632075000011 42.027798546600003 39.852039223600009 0.34524415440000006 42.283941020600004 42.684965421050009 42.686561923500008 0.48149755995000004 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=5 -2 -3 -4 -5 6 -1 -8 -9 -10 -7 12 -12 -14 15 16 -13 -16 19 20 24 -20 -21 -22 -19 -24 -27 -28 -29 -30
right_child=1 2 3 4 -6 10 7 8 9 -11 11 14 13 -15 17 -17 -18 18 21 22 23 -23 25 -25 -26 26 27 28 29 -31
leaf_value=0.00060219388408267707 -0.041900240763927551 0.039347993088710155 -0.037734276733374081 0.035086856074064234 -0.0405593518741304 0.0099593559039867982 -0.048755765776466731 0.0055596846067235677 -0.045350737168199713 0.0026337847855142506 0.031563365054516984 -0.013117890170712996 -0.014931837773237731 -0.045940423150415861 -0.0087367678728458784 0.034235844219412843 0.01560405876277773 0.017074985491629488 -0.027501649935309912 -0.0094448502079405305 0.0054485931865830345 0.00017960459309164932 0.022552147296683683 0.034227388772125639 -0.0070008444329607584 -0.014503850728084043 0.037433199333829624 0.021535302971299231 -0.022685196833601786 0.0077489569252016891
leaf_weight=54.296847160934703 0.88428452992229667 0.57758081459905986 0.759501856977295 0.65830163471400716 0.63811449368222384 18.207977741956711 1.9510474107228208 8.2159200640162435 2.631723567377775 2.1888879742473364 2.882521227002143 4.6298890430480224 9.2017843127250654 2.6320536779239765 14.907704681158064 4.7210629731416693 5.2762229964137077 5.8809389695525196 4.6358698792755595 16.404279369860888 3.478025719523429 246.17448739426618 5.2437879666686049 10.301395382732151 8.7106880843639356 7.5685897320508948 3.3406866490840939 5.7156981118023422 6.2892492711544064 11.057389369234441
leaf_count=719 153 14 259 13 115 74 42 94 60 65 10 24 52 39 73 27 20 22 52 79 25 2282 18 63 38 38 56 22 38 47
internal_value=0.000560092 -0.0130105 -0.00330981 -0.0152939 -0.00214729 0.000662415 -0.00188116 -0.0108778 -0.00520903 -0.0235625 0.00110603 0.000680755 -0.0113707 -0.0218287 0.00116754 0.0125264 0.00218008 0.000692436 0.00111229 0.00542532 0.0144857 -0.000332044 0.000803695 0.0269634 0.00270256 0.00509079 0.00239549 0.00723979 0.00286613 -0.00328534
internal_weight=470.063 3.51778 2.6335 2.05592 1.29642 466.545 69.2844 14.9876 13.0365 4.82061 397.26 379.052 14.7164 11.8338 364.336 14.6272 9.90611 349.709 334.801 83.9907 28.371 250.81 55.6197 13.7794 14.5916 39.2154 33.9716 26.403 23.0623 17.3466
internal_count=4633 554 401 387 128 4079 980 261 219 125 3099 3025 101 91 2924 71 44 2853 2780 446 148 2334 298 88 60 219 201 163 107 85
is_linear=0
shrinkage=0.0366575


Tree=465
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 1 0 2 1 1 0 1 0 2 2 1 2 1 0 0 2 2 1 1 2 0 0 0 1
split_gain=0.434431 2.07559 3.7257 2.24026 1.37573 4.80071 3.11502 2.05887 1.7863 1.20932 2.63967 3.45097 2.29901 6.84599 3.27114 2.25275 0.804665 0.730921 0.658275 3.51763 1.89881 2.01809 1.80151 1.75986 2.80535 1.0263 0.999773 0.769291 2.55849 1.21782
threshold=0.5485614203000001 0.43540612555000008 0.55348642255000013 0.55980359870000018 41.489621506400006 40.806664626150003 0.40437412050000004 0.56483338820000017 49.960114208400007 0.4172030777500001 0.40437412050000004 0.53938504835000012 0.42111014640000005 0.53998383280000006 40.858951393400005 40.099856909850011 0.41347564445000012 39.788107623550012 0.39563186730000005 0.53447501570000011 0.51657136015000005 36.654713368950006 45.205561619650005 0.39431454150000006 0.39170982905000007 42.055256506450007 0.53146612375000013 0.52769378160000013 0.52401125715000008 0.39019789825000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 -3 -4 5 6 -2 -8 -6 10 18 16 14 -14 17 -15 -12 -11 23 20 -20 -22 -23 24 27 -21 -26 28 29 -1
right_child=1 2 3 -5 8 -7 7 -9 -10 12 11 -13 13 15 -16 -17 -18 -19 19 25 21 22 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=0.00099885670747219346 0.01867944590970343 -0.061485187168881433 0.017630265131282189 -0.00039153063002535406 -0.037658147863028041 0.023827950253332602 -0.039631058656555931 0.0079076215098226148 0.0079720561442571791 -0.0064536221607319512 -0.014467921824139167 -0.039793429262802618 -0.047361278629187799 0.022980609224445243 0.027188751073631782 -0.0040535430575227415 0.010458045776629907 0.010311936640414368 0.020939113395511195 -0.0035315127609782167 0.011959551833130487 -0.038465278894360362 0.011516019034036658 0.019964304464971744 -0.037720577769114597 0.01451653608142036 -0.0016088459346324309 0.012066310639631646 -0.023796904171477746 0.013069761957036123
leaf_weight=274.13333027774934 1.7541401907801644 1.0254395762458433 8.4366366341710073 65.142287467315327 3.7679598494432858 3.9669935405254355 5.2771584908477962 1.2133594397455452 1.2330315758008508 5.9696041382849234 2.4351191720925254 4.0452111419290304 3.0341484257951405 5.7410814203321916 10.156520340591667 7.9736703187227249 3.3070816828403622 5.3300134055316448 1.0921499105170394 6.358039438724516 1.3335808664560298 6.1950687048956752 0.89353743195533741 5.3389902105554929 2.7302606111625205 7.362944271415472 1.1929333689622579 6.9792253077030173 4.4329529656097284 9.3596593029797059
leaf_count=2083 6 8 38 1393 80 11 95 19 28 27 41 38 118 19 38 34 25 18 10 32 12 194 4 22 84 30 14 30 41 41
internal_value=0.000459189 -0.00156977 0.00080673 0.00167487 -0.0118702 -0.00591672 -0.0202286 -0.030744 -0.0264077 0.000955448 0.000326758 -0.0165129 0.00650414 -0.00263236 0.0136362 0.00726312 -0.000112414 0.00145467 0.000830164 -0.0045085 -0.0198845 -0.0251783 -0.032165 0.00123798 0.000903412 0.00615342 -0.02674 0.00127116 0.00100949 0.00139738
internal_weight=467.212 91.817 74.6044 73.5789 17.2126 12.2117 8.24466 6.49052 5.00099 375.395 337.19 9.78741 38.205 16.7489 21.4561 13.7148 5.7422 11.2996 327.403 23.2353 9.51434 8.42219 7.08861 304.167 298.828 13.721 3.92319 294.905 287.926 283.493
internal_count=4633 1678 1439 1431 239 131 120 114 108 2955 2701 104 254 171 83 53 66 45 2597 282 220 210 198 2315 2293 62 98 2195 2165 2124
is_linear=0
shrinkage=0.032907


Tree=466
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 1 1 1 1 1 0 0 0 1 2 2 1 2 1 0 2 2 2 2 1 1 1 1 1 1
split_gain=0.424224 0.804564 2.67421 1.81879 1.80526 1.3838 1.72889 1.65689 1.84906 1.46386 3.13474 0.80344 1.38084 0.962935 1.65835 0.982027 0.770917 0.733531 0.790878 1.28302 2.31783 4.73477 3.35377 2.69424 2.87322 3.74706 2.42694 1.85706 2.79582 3.01559
threshold=0.63013083440000017 0.60710757165000018 0.45824975300000009 43.477771593600004 37.500638522700008 0.46551001470000003 0.46280051495000007 0.48616807880000007 0.4830394299500001 0.45420795785000007 0.58249753000000004 0.66011496660000013 0.66977036620000019 0.51869704500000013 41.037275035300006 40.722669576350008 0.5225142959500001 49.292797572200008 0.44618424600000006 0.5485614203000001 40.00488309970001 41.444941515100005 38.536700832000001 41.835830569250014 0.43584024430000007 0.43694799560000003 0.40896979130000005 0.43349001525000008 0.42926858475000007 0.42802610700000004
decision_type=2 2 2 2 2 2 2 2 2 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 -7 17 -11 13 -13 14 15 -2 -15 18 19 27 22 -22 26 -23 -25 -26 -21 28 29 -1
right_child=11 2 3 -5 -6 7 -8 -9 -10 10 -12 12 -14 16 -16 -17 -18 -19 -20 20 21 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00084822309607667445 -0.03386460300922902 -0.047107870757771633 0.02677407856895142 0.025778210214971568 -0.033832994066717199 -0.017605248981008723 0.023581103434280291 -0.035076144666344199 0.014404613148040922 -0.034997650423025724 0.0067829554917206818 0.025655457801444327 -0.014288837303205452 0.036011108279667241 -0.039291427311474239 0.040471600778027292 -0.032341491374674111 -0.01064270792228692 0.0068391944214792853 0.033047685374722115 0.014616061703132031 -0.047199650790862531 -0.042534345249660203 -0.035341795491283023 0.022671642218368742 -0.020243903174382179 -0.015382760285288937 0.027265134183513118 -0.029842130608751839 0.034254206639586782
leaf_weight=360.15026329713874 0.27350734086940054 0.73423137911595215 0.82339919742662493 5.3405427953694016 1.2116400615777818 4.3107897297013533 3.2405937165021887 2.2713210838846862 3.0907890466041863 3.5188730258960268 3.648704462684691 1.5727907395339573 1.9136588876644962 0.52054251823574293 2.2184484280878678 0.5038222074508667 0.24070559098618105 5.6487597762024953 20.671014930587262 1.3660286217927913 11.311355374753477 1.9890999794006337 3.6302158273756504 2.7158544920384875 4.249654754996298 3.8845618218183517 4.2228089952841401 2.6742188818752757 2.9368177030701181 2.7158453781157723
leaf_count=2780 57 26 35 97 89 123 9 147 20 115 44 43 223 4 47 1 88 152 128 3 50 18 41 63 13 34 112 15 33 23
internal_value=0.00039479 0.000515156 0.0103743 0.0160966 -0.00931071 0.000336782 0.000597393 -0.0114795 -0.00423841 0.000426304 -0.0137289 -0.00718861 0.00373065 -0.0173215 -0.0253816 0.014316 0.0143981 0.000663266 0.000814418 0.000504504 -0.00542577 -0.000282916 -0.0188982 -0.013409 -0.00721426 0.00217697 -0.00354535 0.00104155 0.000849846 0.00109825
internal_weight=463.601 456.357 8.10981 7.37558 2.03504 448.248 438.575 9.6729 7.40158 435.334 7.16758 7.24348 3.48645 3.75703 2.99578 0.77733 0.761248 428.166 422.518 401.847 33.3696 24.1505 9.21905 12.8392 10.8501 8.13422 5.58884 368.477 365.803 362.866
internal_count=4633 4170 247 221 124 3923 3633 290 143 3624 159 463 266 197 105 58 92 3465 3313 3185 334 178 156 128 110 47 115 2851 2836 2803
is_linear=0
shrinkage=0.0315834


Tree=467
num_leaves=31
num_cat=0
split_feature=1 1 1 2 0 0 1 1 1 2 2 0 1 2 0 1 2 2 2 1 0 2 0 2 0 2 0 0 2 1
split_gain=0.430489 0.695939 0.75369 1.15573 0.342873 1.83721 0.827665 0.77737 2.81891 1.83062 3.30778 0.92443 1.1371 2.59085 0.908109 2.23546 0.888366 1.50457 2.28689 1.84761 2.31395 2.70745 1.74731 0.980208 3.66084 1.69731 2.06704 3.69506 1.49416 2.52953
threshold=0.50634711535000021 0.51869704500000013 0.58454836680000011 48.109449608500007 0.47736594710000008 0.47757552170000012 0.34422622080000004 0.34524415440000006 0.34536391125000004 42.720329370750001 48.109449608500007 0.47697673720000006 0.3621298763500001 41.641174900500005 0.47076434840000009 0.3584174126500001 48.96897326980001 43.564719632750005 43.067541470150012 0.34007963835000005 0.39614083410000006 48.553014326500012 0.39587138110000003 41.529896397300007 0.47642286160000008 41.909642283050012 0.47076434840000009 0.47568935060000012 39.955516828000007 0.32467590790000006
decision_type=2 2 2 2 2 2 2 2 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 16 -9 11 14 12 13 -10 15 -11 17 18 23 20 22 -22 -19 24 28 -25 -27 -28 -1 -30
right_child=1 2 -4 -5 5 6 -8 8 9 10 -12 -13 -14 -15 -16 -17 -18 19 -20 -21 21 -23 -24 25 -26 26 27 -29 29 -31
leaf_value=0.0048987968202615553 -0.0402071923886212 -0.035660476768052951 -0.038420437902610391 0.025878344115518585 0.02190521921149827 -0.021506140378391159 0.0007450679051955049 -0.048064594192758082 0.009739611606466329 0.043803560176863043 0.033823837966489655 0.020630351588072689 0.0238961422983421 -0.047925329876465174 -0.044211235370383913 -0.03954460242781728 -0.012584282627796612 -0.0058503811827041478 -0.044341694543740824 0.030677715742590872 -0.040930615274224598 0.00740860866920846 0.043915333498800412 0.025059438549798311 -0.048497392772528028 -0.041377771637749403 0.027172584534817044 -0.024603590675509063 0.0068605970830315482 -0.049508538311523423
leaf_weight=15.665269356104551 0.82710887413122636 0.53033125093497835 0.56225110575178394 1.3049302459694443 5.0791539847850791 2.0768979117274275 376.76502105030522 1.9507627697312298 2.5755112451734004 0.58983502583578129 1.188844174146652 3.5677168667316437 1.504784765653312 1.5373861500993369 2.8539057755842805 1.2200238278601316 5.9421989955008021 1.4018976383376851 1.5121140012051899 4.3116836696863166 2.2371486071497202 3.9762856289744377 2.3051872253417969 4.4536637861747286 2.1298026144504538 1.364538784022441 4.1443567611277103 2.891254523769021 2.121121595613658 1.8342579160816965
leaf_count=221 153 262 115 24 18 14 3047 43 46 3 3 12 17 22 45 81 42 53 52 13 56 15 5 27 13 65 15 36 30 85
internal_value=0.000393815 -0.0124046 -0.00281307 0.00809561 0.000484082 0.000904638 0.000623082 -0.00171926 -0.00830949 -0.00315237 -0.0185169 0.00663733 -0.00224945 -0.0118153 -0.0318591 -0.0123813 0.000269691 0.00178673 -0.00202776 0.0114666 0.003117 -0.00999594 0.0250956 -0.000178758 -0.00472671 0.00751702 -0.00178377 0.00589539 2.45509e-05 -0.0192799
internal_weight=460.425 3.22462 2.39751 1.83526 457.201 383.921 378.842 73.2796 16.9888 15.038 5.85261 9.1854 5.61768 4.1129 4.66376 1.80986 56.2908 50.3486 36.1164 14.2322 9.92052 6.21343 3.70708 34.6043 21.7505 12.8538 8.40015 7.03561 19.6206 3.95538
internal_count=4633 554 401 286 4079 3079 3061 1000 272 229 132 97 85 68 129 84 728 686 544 142 129 71 58 492 349 143 116 51 336 115
is_linear=0
shrinkage=0.0351512


Tree=468
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 1 0 0 0 2 2 0 1 2 2 0 0 0 2 0 0 1 1 2 1 0 1 0 0 0
split_gain=0.419276 0.506487 0.857169 3.59607 0.57504 0.710465 0.496221 0.975699 0.482121 0.678858 0.433948 2.33126 1.95461 1.49296 1.25961 1.21247 0.98102 1.37586 0.766943 2.14337 4.19482 1.3934 3.08681 0.570698 1.68645 2.9738 0.457787 5.00238 1.32038 0.824459
threshold=31.914316944300001 35.119813570500007 0.36551300860000008 0.5116313883000001 0.54450465555000005 0.43643902880000007 0.5206281249000001 0.52401125715000008 0.49405706415000006 34.424709467050008 37.041406607950009 0.5296248615500001 0.46280051495000007 36.558960102350007 36.257608591500009 0.49820364660000011 0.44825005235000009 0.42314601355000009 37.765550062200006 0.52324780695000006 0.54191491270000014 0.42307116555000007 0.4529056016000001 38.060777288450005 0.37407562650000009 0.52889135055000014 0.34007963835000005 0.4413939702500001 0.43572048740000008 0.45798030000000006
decision_type=2 2 2 2 2 2 2 2 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 -5 -6 -1 -8 9 -2 11 13 -13 14 15 16 17 -3 19 -12 -21 -22 -23 24 -20 -26 27 28 -25 -28
right_child=1 10 3 4 5 -7 7 -9 -10 -11 18 12 -14 -15 -16 -17 -18 -19 23 20 21 22 -24 26 25 -27 29 -29 -30 -31
leaf_value=-0.036419302059165999 -0.0088664443349702974 -0.036089296968821974 -0.053953496669920629 0.01642588353698668 0.0049619850329642376 -0.035930563077193972 0.035886382645088387 -0.037339244018314593 0.02529178934057897 0.022768411759410398 0.020268082261828541 -0.042422727832270822 0.022457061336296495 -0.014818559595140252 0.026360252542495684 0.007016959069117582 -0.036963578555219444 0.04425284522238393 0.013187839867763042 -0.059348577034351646 0.028039526464967306 -0.047552618724069767 0.019488058782189319 -0.0011645856056897025 -0.055979028795240061 0.0046041708374634565 -0.019389016147526143 -0.045424610017381586 0.027735875129903692 0.00073895689056364998
leaf_weight=0.78042788279708364 1.6062128688208752 0.46388332708739399 1.241976123303173 4.3897078335285187 2.8046007305383687 0.59446694629878027 0.44326949119567871 0.3993221853452269 3.2098899781703949 1.5282300375401972 7.8032063003629428 2.8053679151926185 0.66271399302058842 5.4763707290403536 2.8288631718605748 8.622084195725618 1.5195180494338272 0.52409458160400391 2.2232016865164033 1.3537459746003149 2.242234393954277 1.2978955004364254 2.0378257346164901 19.013814096397262 1.7809180999174716 1.9701825347729025 2.3643574381712815 2.9805204141885033 2.0188205130398265 370.91210406445316
leaf_count=81 26 41 9 21 25 89 3 138 14 16 44 72 55 40 17 43 14 1 15 17 6 26 36 293 20 34 167 64 8 3198
internal_value=0.000340952 0.000402272 0.00646439 -0.00025992 0.00830191 -0.00218976 -0.0168979 0.00118319 0.016036 0.00655746 0.000190874 -0.00436302 -0.0300249 0.000216265 0.00611494 0.000969079 -0.0198267 0.00652996 0.00044039 0.00805429 -0.00569511 0.00732636 -0.00659679 0.000162185 -0.0102612 -0.024159 0.000318929 -0.00422845 0.00160943 0.000611465
internal_weight=457.9 456.277 15.3751 9.03075 7.78878 3.39907 1.62302 0.842592 6.34433 3.13444 440.902 22.9029 3.46808 19.4348 13.9584 11.1296 2.5075 0.987978 417.999 14.7349 6.9317 5.57796 3.33572 403.264 5.9743 3.7511 397.29 24.0132 21.0326 373.276
internal_count=4633 4411 200 144 135 114 222 141 56 42 4211 283 127 156 116 99 56 42 3928 129 85 68 62 3799 69 54 3730 365 301 3365
is_linear=0
shrinkage=0.0339776


Tree=469
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 2 1 0 1 0 1 2 0 2 2 2 1 2 2 1 1 0 0 1 1 1 1 0 2 2
split_gain=0.394143 0.565025 0.608505 0.729088 0.649592 0.526815 1.43437 0.484528 0.878808 1.24509 0.783052 0.384782 0.731721 0.37218 3.54647 1.91902 3.02547 2.93084 2.04062 2.62812 2.43038 5.71421 3.87594 2.18692 5.54946 2.03572 1.48202 3.33862 1.84528 1.42816
threshold=32.724174661450007 35.119813570500007 0.34377713240000007 0.49877249185000011 0.38723391515000005 33.361153777850006 0.40896979130000005 0.51657136015000005 0.38045268105000002 0.53017873715000008 0.31753540315000006 51.757767929250001 0.61400856260000014 40.300545846000013 40.467253020850002 40.003678352300007 0.34569324270000007 39.896141435400004 39.476991512000005 0.33400197600000009 0.34524415440000006 0.48458129995000004 0.51809826055000008 0.39019789825000006 0.41997245590000004 0.3459626957000001 0.44720217960000008 0.55131582885000008 39.262923716450011 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=7 2 -2 -4 -5 -6 -7 10 -9 -10 -1 13 -13 15 -15 17 -17 18 19 29 -20 -22 -23 -24 -25 -21 27 -27 -28 -3
right_child=1 11 3 4 5 6 -8 8 9 -11 -12 12 -14 14 -16 16 -18 -19 20 25 21 22 23 24 -26 26 28 -29 -30 -31
leaf_value=0.017579745544440816 0.022612722349115544 0.0015558176437544295 -0.010617750194984019 0.018359395284909655 0.013727756448698164 0.0076486573020310925 -0.037106512943592303 -0.046985333918920166 0.03277030563704636 -0.034357848276509992 -0.044934422937093849 -0.032605958166546573 0.005001581417684438 0.017534461954523149 0.00013548824830078606 0.0062202853351183453 -0.02226942851129746 0.020494891506469187 0.0067639762335450033 0.013471108407057253 -0.073845963668649511 0.016103362462110769 -0.050142323536332106 0.0037326141584351599 -0.061238532570372151 1.9670686579704968e-06 0.0037532428445189517 -0.029084442013628264 0.034377924824696655 -0.046541741433966527
leaf_weight=0.27259475388564103 2.0530230179429045 0.95772522501647417 2.6898160495329639 3.7283438071608526 2.0558669446618296 2.2445657402276997 1.0620899277419082 0.33105527609586705 0.85989124327898003 0.41120176005642861 0.77593508234713227 1.0221402870374725 1.0620797737501559 12.296093765879048 289.10249119825312 6.0360421966761342 9.9203916110272967 6.7730116489110506 6.1187853813171413 13.18119233753532 1.5896746860817064 3.9488288536667815 2.0789022147655469 5.1307199448347092 1.783667938027065 60.57692217733711 9.1804038065602054 4.2518223193474105 2.5258274305379009 1.7705424614250658
leaf_count=14 19 13 29 15 26 12 80 4 5 146 72 136 24 71 2821 28 112 32 24 85 14 25 16 43 37 354 227 89 11 49
internal_value=0.000286484 0.000357846 0.00667173 0.00389368 0.00818734 0.00111513 -0.0067266 -0.0119131 -0.000938647 0.0110542 -0.0286821 0.000159023 -0.0134419 0.000223858 0.00084531 -0.00115516 -0.0114923 0.000220877 -0.000993289 0.00102113 -0.010011 -0.0170743 -0.0101011 -0.0216071 -0.0130276 0.00195407 -2.94471e-05 -0.00190568 0.0103611 -0.0296577
internal_weight=455.792 453.141 13.8337 11.7807 9.09087 5.36252 3.30666 2.65068 1.60215 1.27109 1.04853 439.307 2.08422 437.223 301.399 135.824 15.9564 119.868 113.095 92.4444 20.6506 14.5318 12.9421 8.99329 6.91439 89.7162 76.535 64.8287 11.7062 2.72827
internal_count=4633 4392 181 162 133 118 92 241 155 151 86 4211 160 4051 2892 1159 140 1019 987 828 159 135 121 96 80 766 681 443 238 62
is_linear=0
shrinkage=0.0317296


Tree=470
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 2 1 0 0 2 2 1 2 0 0 1 2 0 2 1 1 2 1 1 2 0 2 2 0 1
split_gain=2.5172 3.72152 2.79478 4.08687 2.63517 2.30933 2.70138 3.93753 2.54273 3.45838 2.87643 2.29109 2.12868 2.09697 5.62157 3.48474 2.45221 2.43033 2.91421 3.22317 2.86586 2.09276 4.38518 3.45293 2.33463 2.06983 3.14576 4.15557 2.54765 2.62622
threshold=0.5485614203000001 0.43540612555000008 44.202975721700007 0.41861022125000008 0.41973294215000007 43.895345911700005 0.41917906650000009 0.53998383280000006 0.54284302865000023 41.542492784600007 40.00488309970001 0.43593006200000012 36.772607578000013 0.5380527529500001 0.52432561900000019 0.40206880030000008 43.61821939175001 0.52769378160000013 41.32819714970001 0.39814676205000005 0.39019789825000006 47.927946529500012 0.4172030777500001 0.3584174126500001 49.247968080500009 0.47880302985000006 42.759119507950011 43.477771593600004 0.47847369840000004 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 21 -1 6 7 13 -8 10 -10 -3 -13 14 16 17 25 20 -19 -20 -16 22 23 -4 -23 26 28 -28 -6 -30
right_child=1 11 3 -5 5 -7 8 -9 9 -11 -12 12 -14 -15 15 -17 -18 18 19 -21 -22 24 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.0014056626780236232 -0.0010022418617620585 0.0024207093115040205 -4.2264953824974137e-05 -0.0028113664899078305 0.00028152772040804437 0.001221773952520595 -0.00017168618311648511 -0.0011611698157192067 0.0014971167315558323 0.0023810243335031819 -0.00055154806590461891 -0.0023018736521167715 8.1259141528512436e-06 0.0010737711421306242 0.0011261126344948389 -0.0030914611810251855 -0.0011860479873404771 0.00058504425573959113 -0.0025424912895648868 0.0016031829653197376 -0.0020598114365123483 0.00073788586652889429 0.0028116375717744638 -0.001887485071951409 -0.00082311847673757505 0.00043607746496536302 -0.0021880224534758528 0.0015298255936619786 -0.0029778618377712274 2.1152714835816903e-05
leaf_weight=4.5182156608789219 21.09667965490371 1.8429636172950257 10.017965699546044 2.9303205255419007 66.068992730230093 11.843617666512726 8.0569320470094699 10.062575723975895 7.2739790230989474 8.213332846760748 5.9420125931501389 1.9421940263127897 95.846288470551372 13.362328767776487 1.6754358634352735 2.7341017462313166 5.3131275344640008 11.651393387466671 3.4323809165507546 1.2105515301227567 6.8802742846310139 16.642979256808761 1.6162353977560986 9.3615848086774331 6.3036503680050364 190.65618292242289 5.973344173282384 1.8881040923297403 2.4019077513366929 3.3184327445924282
leaf_count=344 239 7 97 92 396 48 49 61 22 24 24 281 1151 44 6 26 35 72 72 5 119 64 4 231 55 907 105 9 24 20
internal_value=0.000109183 -0.000168764 0.000189202 -0.000313513 0.000252464 0.000272824 0.000241264 0.0001841 0.000874495 0.00126783 0.000576021 7.72279e-06 -3.77534e-05 0.000226861 0.000189538 -0.000750692 0.000283636 -0.000493151 1.87291e-06 -0.00146159 -0.00143592 -0.000146943 -0.00064532 -0.000933626 0.000309064 0.000312524 1.67802e-05 -0.0012951 0.00016044 -0.0012381
internal_weight=540.078 120.728 419.35 46.8727 372.477 367.959 356.115 326.629 29.4863 21.4293 13.216 99.6314 97.7885 316.567 303.204 27.5841 275.62 24.85 16.2943 4.64293 8.55571 43.9424 20.9958 19.3796 22.9466 270.307 79.6508 7.86145 71.7893 5.72034
internal_count=4633 1678 2955 543 2412 2068 2020 1901 119 70 46 1439 1432 1840 1796 300 1496 274 149 77 125 451 332 328 119 1461 554 114 440 44
is_linear=0
shrinkage=0.00218447


Tree=471
num_leaves=31
num_cat=0
split_feature=1 1 0 2 2 2 2 0 1 0 1 0 1 0 0 0 2 2 2 1 2 0 0 2 2 0 2 1 0 2
split_gain=0.385909 0.634591 0.714021 0.96674 0.352954 0.473705 0.530592 0.941497 0.59291 1.22672 0.444394 0.92744 0.768492 1.1048 0.361553 0.912059 0.859248 1.84242 1.73736 1.5091 1.1888 1.08722 1.46221 2.04783 2.80913 1.88019 1.53089 1.5074 1.50534 1.28202
threshold=0.50634711535000021 0.51869704500000013 0.68131193680000013 48.109449608500007 32.724174661450007 35.119813570500007 33.96174662340001 0.5116313883000001 0.36551300860000008 0.5380527529500001 0.31168228495000011 0.51657136015000005 0.38045268105000002 0.53017873715000008 0.47721625100000004 0.47709649410000005 37.140760352250005 37.500638522700008 38.983591653800012 0.32168198560000011 39.525197829750006 0.47697673720000006 0.47550971530000002 42.546237522150008 42.783136484500005 0.47673722340000008 40.767054867700004 0.34527409360000011 0.47449178170000011 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=4 -2 3 -3 10 6 7 -6 -8 -10 -1 -12 -13 -14 15 16 19 -18 -19 -7 -20 22 26 27 -25 -26 28 -24 -22 -28
right_child=1 2 -4 -5 5 14 8 -9 9 -11 11 12 13 -15 -16 -17 17 18 20 -21 21 -23 23 24 25 -27 29 -29 -30 -31
leaf_value=0.035512794806553838 -0.037436477063214332 -0.03341107393109765 -0.034153829175253024 0.022629294814292034 -0.022235294209193263 0.0076768910928102811 0.019774870027965123 0.0082124671175354946 -0.023419867476911747 0.01491943348011493 -0.045137351804289981 -0.046806752664442168 0.033075755907168193 -0.035502521709261103 0.00065575639894415903 -0.020300735795099303 0.034835316135570636 -0.020546561436598481 0.019266846947223318 -0.05227841316926559 -0.034051145141885009 0.014667613346146522 -0.049088072266665207 0.038860317498513472 -0.039990001109222899 0.014590795588464218 0.038259288484303648 -0.010530824430180268 0.021701719820411993 0.001296536908168067
leaf_weight=0.19651409983634893 0.76085552232689169 0.45321949814388096 0.58668343284080027 1.274087648373097 1.6678153569810081 0.8784581571817387 4.4746903125196678 3.2561835417291149 1.3425699062645433 2.7893735716352239 0.7846904796897437 0.31258683651685704 0.80412138625979401 0.37367087572056334 373.16755383851705 2.8379055447876445 1.5609347037971009 4.7443820545449844 3.3523578254971644 0.94787571113556623 2.4005581371020521 4.3651114255189887 2.2780849672853929 1.4493226446211336 1.6673582764342427 1.163847578689456 1.0532166063785542 2.131389107555151 0.67348776757717121 31.417010682926048
leaf_count=1 153 217 170 14 19 23 35 43 11 44 85 4 5 89 2878 17 11 52 14 45 92 23 30 5 47 10 3 22 3 468
internal_value=0.00030713 -0.0113281 -0.00274346 0.00792514 0.000386266 0.000454535 0.00652715 -0.00210054 0.0114632 0.00246205 -0.012033 -0.0161399 -0.000872604 0.0113183 0.000266119 -0.00204471 -0.00118242 -0.000484652 -0.00145707 -0.0234402 0.000286241 -0.00102303 -0.00257141 -0.014689 0.00154769 -0.017553 0.000391138 -0.0304508 -0.0218363 0.00249547
internal_weight=455.166 3.07485 2.31399 1.72731 452.091 449.619 13.5306 4.924 8.60663 4.13194 2.47158 2.27507 1.49038 1.17779 436.089 62.9213 60.0834 58.2571 56.6961 1.82633 51.9517 48.5994 44.2343 8.69 4.28053 2.83121 35.5443 4.40947 3.07405 32.4702
internal_count=4633 554 401 231 4079 3895 152 62 90 55 184 183 98 94 3743 865 848 780 769 68 717 703 680 114 62 57 566 52 95 471
is_linear=0
shrinkage=0.0329546


Tree=472
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 2 0 1 2 0 1 1 1 1 1 0 0 2 2 2 2 1 1 2 1 2 1 2 2 0
split_gain=0.35538 0.802159 1.24143 0.893105 1.39433 0.901715 0.755892 2.38058 1.67517 1.20522 1.17972 1.52401 1.58902 1.44749 1.2828 2.86768 0.931369 0.76446 1.24248 0.869132 1.86045 0.631171 1.19214 0.553462 0.755571 0.731185 0.623286 1.00301 2.79677 0.926258
threshold=0.63013083440000017 0.66011496660000013 0.66977036620000019 40.806664626150003 0.51869704500000013 40.722669576350008 0.60710757165000018 0.45824975300000009 44.749265482150008 0.61797550970000004 0.46551001470000003 0.48616807880000007 0.4830394299500001 0.46280051495000007 0.45420795785000007 0.58249753000000004 0.62376874945000005 42.123054668150012 41.741384785950011 39.032633164100012 38.911218973650008 0.57854555250000017 0.58454836680000011 49.292797572200008 0.3975479776000001 49.960114208400007 0.44618424600000006 41.976795488650005 39.476991512000005 0.5485614203000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 5 -5 -2 10 -8 9 -9 13 12 17 14 23 -16 -11 18 19 20 -12 -4 -23 26 25 -25 29 28 -28 -1
right_child=1 2 21 4 -6 -7 7 8 -10 16 11 -13 -14 -15 15 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00096520018754543766 -0.039858427112754467 0.029574993866896986 -0.042338304019412361 -0.045499723642276592 0.017413671578328113 0.046481087575134999 -0.053720895673269445 -0.040061422137751039 0.033523277596502699 0.025344555968520397 -0.044146907873978895 -0.041032960098724224 0.015615413285734977 0.025956806682857988 -0.040943773138731758 0.0070402471609132943 -0.039913298438119804 -0.047823749891361227 0.033027781857711172 -0.042571320807111977 0.049923694103214108 0.039741985578218189 -0.040918085535624385 -0.017348643797502929 -0.040599667277389992 0.012799252317826181 0.016499423067658472 0.016411220361750654 -0.020556688207556524 -0.0056392020732862402
leaf_weight=362.00195532623911 0.25985059670347199 1.5212252833007371 0.74365573676550401 2.0618893812061292 0.6381567419739439 0.47001439332962036 0.69301436352543433 0.86871708670514669 4.1645038384012878 1.5585973125416783 0.60691855539334827 2.0640085031627677 3.0582781783305109 3.0732016116380683 3.2557011859025797 3.6598135218955576 0.37542797368951131 1.0075484756380317 0.70327337086200703 1.3967065187171099 0.5584532618522644 0.5521485984791068 0.4686272244216525 2.6507369186729184 0.98547493992373336 1.9182777823298236 6.2430821750313061 8.9633130244910699 5.1351838633418083 31.971523198531941
leaf_count=2851 89 43 115 47 60 1 26 77 34 86 58 147 20 9 115 44 24 20 2 42 1 7 101 28 93 31 33 41 54 334
internal_value=0.000311561 -0.00818098 0.00495282 -0.0207624 -0.0306301 0.015742 0.000439175 0.0120223 0.0185616 -0.0036695 0.000237174 -0.0128009 -0.00485244 0.000522139 0.000338989 -0.0155498 0.0126769 -0.0195021 -0.0107632 -0.0227835 0.000932297 -0.0162755 0.00271181 0.000600687 -0.0110621 -0.0046912 0.000757043 0.00710583 -0.000224561 0.000429243
internal_weight=453.629 6.71557 3.28566 3.42991 2.70005 0.729865 446.914 7.66026 6.96725 2.80274 439.253 9.39519 7.33118 429.858 426.785 6.91551 1.93403 4.2729 3.26535 2.56208 1.16537 1.76443 1.02078 419.87 5.55449 4.56901 414.315 20.3416 11.3783 393.973
internal_count=4633 463 266 197 107 90 4170 247 221 187 3923 290 143 3633 3624 159 110 123 103 101 59 223 108 3465 152 59 3313 128 87 3185
is_linear=0
shrinkage=0.0371939


Tree=473
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 1 2 2 2 2 1 1 2 2 1 0 2 0 0 1 0 0 0 1 1 2 2 1 0
split_gain=3.56778 4.40895 4.20711 2.45472 2.48326 2.43011 2.77244 2.1825 3.10236 2.16413 4.05287 2.99809 7.27173 1.99863 2.82472 2.05698 1.84666 1.72713 3.01636 2.49058 5.14186 1.8914 1.93984 2.53857 2.25824 4.58531 3.87961 1.9484 1.7063 1.65759
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 44.279556297950009 47.927946529500012 0.47847369840000004 0.34515433670000012 36.377496227400009 36.859113051050009 44.202975721700007 43.968221017800005 0.39563186730000005 0.39431454150000006 37.232443001650005 35.119813570500007 0.43643902880000007 0.5132031975000001 41.873095646600007 0.47787491390000009 0.47396784530000008 0.34269932035000011 0.47774018740000007 0.47568935060000012 0.47673722340000008 0.34007963835000005 0.3447651268000001 44.952171034750002 42.783136484500005 0.46280051495000007 0.54504356155000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 5 -4 -5 17 -7 -2 -9 10 11 12 -10 14 15 -3 -13 19 21 20 -1 22 24 -24 26 -26 -19 -25 -16 -15
right_child=1 13 3 4 -6 6 -8 8 9 -11 -12 16 -14 29 28 -17 -18 18 -20 -21 -22 -23 23 27 25 -27 -28 -29 -30 -31
leaf_value=0.00025879124383044392 -0.0025825037352455596 0.00066974385289505188 0.00044340344865098467 -0.0013782442792250203 0.0005733440353596804 -0.0027899069655050669 -0.00010750471453082777 0.0029014743530455366 -0.0013661541263269707 -0.0021015120703396194 0.0016486486836906913 -5.0707916000982456e-05 0.0017219160907427466 0.00038040732314282124 -0.0024851657202728038 -0.0020777919230476885 -0.0022448247110860853 -0.002242634290410763 -0.0024783135695566269 0.00061107583748773908 -0.0019854890427205957 0.0013111743226639607 -0.0023885547615801867 0.00042851614427035531 0.0019800267962182322 -0.00029269651757932424 1.3110379053728133e-06 -0.0011419026316650694 0.00022814806125195366 -4.277285648381611e-05
leaf_weight=17.701514717424292 2.3421392776072052 5.1324955970048887 221.58035333827138 5.8300011921673995 4.3974938355386257 2.6129778288304797 3.4207861311733723 0.93379088491201656 7.8402107544243425 3.8234203851316115 2.9262344129383555 1.9227409083396176 4.6827733963727951 53.650354333221912 3.8369075790978968 1.3162892865075262 6.3300173375755548 3.6040799452457604 2.2129341401159754 31.777671482414007 5.0430409407708785 3.2343344241380683 3.1392625868320456 5.6778858080506307 5.711256429553031 8.4813824719749373 16.634195813909173 6.531524620950222 1.1606126248370854 105.69325101346476
leaf_count=227 26 42 934 63 25 24 20 4 96 185 11 24 13 227 75 212 120 150 27 125 162 10 61 26 15 137 116 48 64 1364
internal_value=0.00012724 -8.02843e-05 0.000247597 0.000400054 -0.000539124 -5.76344e-05 -0.00126914 -0.000763107 -0.000613374 -0.000732614 -0.000511794 -0.00081609 -0.000211419 4.28603e-05 -0.000748545 0.000108932 -0.00173364 8.97172e-06 -0.000235429 0.000256531 -0.000238822 -0.000141806 -0.00023621 -0.00081594 2.22226e-05 0.00062187 -0.000398296 -0.000411592 -0.00185503 9.97102e-05
internal_weight=549.182 201.591 347.591 231.808 10.2275 115.783 6.03376 30.8013 28.4592 27.5254 23.702 20.7757 12.523 170.79 11.4463 6.44878 8.25276 109.749 55.2269 54.5222 22.7446 53.0139 49.7796 15.3487 34.4309 14.1926 20.2383 12.2094 4.99752 159.344
internal_count=4633 2463 2170 1022 88 1148 44 479 453 449 264 253 109 1984 393 254 144 1104 590 514 389 563 553 135 418 152 266 74 139 1591
is_linear=0
shrinkage=0.00196078


Tree=474
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 1 0 2 0 0 1 1 1 0 0 0 2 2 2 0 2 1 2 1 0 0 1 0 0 1
split_gain=0.379859 0.588196 0.643506 0.38925 0.961376 0.288644 1.09458 1.1302 1.09437 0.61497 0.585979 1.23949 1.11482 2.61981 1.09257 1.06983 2.10254 1.52079 0.985474 0.550259 0.496309 2.24513 1.76871 1.48099 2.73764 1.4719 1.53475 2.40068 2.92644 1.05913
threshold=0.50634711535000021 0.51869704500000013 0.5225142959500001 0.57854555250000017 0.58454836680000011 0.49585341755000006 0.62376874945000005 45.711398460000005 0.61540073650000016 0.60710757165000018 0.46551001470000003 0.46280051495000007 0.45420795785000007 0.58249753000000004 0.56685428580000019 0.58035687555000015 42.620627117000005 41.772405911750006 49.960114208400007 0.58634472020000017 44.202975721700007 0.44922307715000004 43.895345911700005 0.37820723930000005 0.53146612375000013 0.53312775065000018 0.39170982905000007 0.5541600551000001 0.55788748840000013 0.37447980600000008
decision_type=2 2 2 2 2 2 2 2 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 9 -8 -7 10 11 12 20 -14 -12 18 17 -17 -16 -15 22 23 -1 29 -25 -26 -27 -28 -29 -22
right_child=1 2 3 4 -6 8 7 -9 -10 -11 14 -13 13 19 15 16 -18 -19 -20 -21 21 -23 -24 24 25 26 27 28 -30 -31
leaf_value=0.00052087963243835301 -0.037652783296041235 0.031270753720308804 -0.034011275780912294 0.028222959849417289 -0.035981619547405731 -0.019244855869179966 -0.00085654801442294445 -0.042363657393891058 0.01661921787221407 0.014212471908557366 -0.042324719870371182 0.021845665826580759 -0.036205427139524043 0.018920402391096543 -0.0097681389224653914 -0.034609179299875212 -0.044163059697209579 0.023646060831354863 0.026710495876381454 -0.0067805836097053901 -0.0015486927655915161 0.031137689913295113 0.013806851264554292 -0.038051526220302459 0.017023691521570412 0.010780794674044778 -0.043124749562833159 0.0369513984791425 -0.022140590211510894 0.023264885579539023
leaf_weight=363.48427708141389 0.72247321606846471 0.46925743704196099 0.60139685176909541 0.57395321782678344 0.46393446534784744 1.2256948347203422 1.5625533724378322 1.3409873601049183 3.9598156350257341 3.5201128233456975 0.93160120770335009 2.961026430130004 2.9888662477023891 1.7710298132151368 1.5159159512841145 0.7256267729680993 1.6618219641968606 1.5374971404671667 1.761176601052284 1.899069527396932 25.90141387516633 2.0561441406607619 11.367537264013661 3.5576341568958005 2.6232686676084986 2.5977111235260946 2.7649085184093565 1.3487409632652996 2.9134613578207791 2.0414440222084513
leaf_count=2736 153 14 259 13 115 46 54 18 55 66 11 9 115 12 37 72 60 9 18 32 268 8 79 209 10 15 48 10 69 13
internal_value=0.00028587 -0.0118254 -0.00297585 -0.0127792 -0.000476405 0.00036206 0.000271367 -0.0200264 0.00814206 0.000404727 0.00029386 0.000460578 0.000312392 -0.0131524 -0.00852561 -0.00415362 -0.0158343 0.00496765 0.00983623 0.00562159 0.000525539 -0.00273356 0.000923782 -0.00432548 -0.0124394 -0.00500003 -0.0110026 -0.0190553 -0.00344139 0.000264133
internal_weight=452.85 2.83102 2.10854 1.63928 1.03789 450.019 444.834 2.90354 5.18551 441.93 438.41 430.277 427.316 6.65897 8.13364 7.20204 3.92495 2.26312 3.27709 3.6701 420.657 45.8047 374.852 43.7486 15.8057 12.2481 9.62482 7.02711 4.2622 27.9429
internal_count=4633 554 401 387 128 4079 3978 72 101 3906 3840 3633 3624 159 207 196 141 81 55 44 3465 650 2815 642 361 152 142 127 79 281
is_linear=0
shrinkage=0.0331673


Tree=475
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 2 2 1 0 1 0 0 1 0 1 0 2 0 1 2 0 0 2 2 0 0 2 1 0 0
split_gain=0.334535 0.533224 0.554539 0.355975 0.837099 0.319047 0.412173 0.524747 0.647274 0.58123 0.554933 1.16439 0.400877 0.846161 0.678822 0.980731 0.341256 2.17537 1.40689 1.20497 1.13689 2.28614 2.25578 0.60624 1.78994 1.35767 0.464043 1.4878 2.62905 0.39641
threshold=0.50634711535000021 0.51869704500000013 0.5225142959500001 0.57854555250000017 0.58454836680000011 32.724174661450007 35.119813570500007 0.34377713240000007 0.49877249185000011 0.38723391515000005 0.5380527529500001 0.54450465555000005 0.31168228495000011 0.51657136015000005 0.38045268105000002 0.53017873715000008 37.041406607950009 0.5296248615500001 0.45525583065000008 36.558960102350007 0.50035927070000008 0.49820364660000011 36.165040341950011 37.765550062200006 0.52324780695000006 0.54986377655000018 38.060777288450005 0.37407562650000009 0.52889135055000014 0.47880302985000006
decision_type=2 2 2 2 2 2 2 2 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 12 7 -7 -9 -10 -11 -12 -1 -14 -15 -16 17 19 -19 20 21 22 -8 24 -18 -26 27 -25 -29 -28
right_child=1 2 3 4 -6 6 16 8 9 10 11 -13 13 14 15 -17 23 18 -20 -21 -22 -23 -24 26 25 -27 29 28 -30 -31
leaf_value=0.037590267528223344 -0.03959760326661807 0.031221757783169247 -0.035935709330170915 0.027682434743653679 -0.037839436137581249 0.023546736126794209 -0.02512043689246064 -0.01150420854383946 0.019106352733690782 -0.019615951773479742 0.031800361240671884 -0.0076509575168916058 -0.047722122366161024 -0.048199701166338579 0.034205140703919799 -0.037669566857408125 0.019529850540146713 -0.043602197089343493 0.012888676620753393 -0.013452833183673048 -0.0033168477638357073 0.040323774671653101 0.032796534976928457 0.013302382331965916 -0.022535516344837133 0.0093672266647706563 -0.0017151040910816488 -0.055268719256540789 0.0046814061596899218 0.00095431298724538898
leaf_weight=0.18006464838981573 0.65809612267184947 0.44905838870909054 0.54537845408776753 0.55858610710129142 0.42259998754889239 1.907193288207053 2.0944973279256431 2.6684445482678703 3.5942083001136762 1.25440052524209 1.4813914000988009 2.4492310378700495 0.72643246798543293 0.29513859748840321 0.75266301259398438 0.34007765060232487 7.3798394650220853 2.4504101685597557 0.69916753005236376 5.5078846076503387 7.4315227549523115 2.8405973017215729 1.3741204077377913 2.1749617066234341 3.1079472461715341 3.4987449063919485 88.905620437173638 1.7004315825179221 1.9236132525838909 301.1195530401892
leaf_count=1 153 14 259 13 115 19 34 29 15 10 5 74 85 4 5 89 44 57 45 40 43 9 30 15 24 42 936 20 24 2380
internal_value=0.000269498 -0.0122128 -0.00309072 -0.0131842 -0.000538045 0.000342903 0.00041018 0.00648794 0.00364593 0.00825081 0.000725852 0.00721764 -0.0127222 -0.017007 -0.000930359 0.0118366 0.000222382 -0.00399954 -0.0310619 0.000428572 0.00599284 0.0169586 -0.00217617 0.000453131 0.00764031 -0.00564059 0.000199171 -0.00966429 -0.0234477 0.000345824
internal_weight=450.492 2.63372 1.97562 1.52656 0.981186 447.858 445.564 13.3549 11.4477 8.77923 5.18502 3.93062 2.29438 2.11431 1.38788 1.09274 432.209 22.3982 3.14958 19.2486 13.7407 6.30922 3.46862 409.811 13.9865 6.60669 395.824 5.79901 3.62404 390.025
internal_count=4633 554 401 387 128 4079 3895 152 133 104 89 79 184 183 98 94 3743 258 102 156 116 73 64 3485 110 66 3375 59 44 3316
is_linear=0
shrinkage=0.0351263


Tree=476
num_leaves=31
num_cat=0
split_feature=2 0 0 0 1 2 1 1 1 2 2 2 0 1 2 2 0 2 0 2 1 1 0 2 0 0 1 1 0 1
split_gain=1.87093 3.02819 2.52763 2.37378 2.74065 3.58287 5.02622 2.68987 2.88334 2.30917 2.26544 3.052 4.58706 4.88818 2.24283 2.06976 2.05626 2.5099 1.95608 1.55922 1.67828 1.67119 4.79578 6.04293 3.04897 4.02335 2.31243 2.01969 4.06691 2.33709
threshold=42.783136484500005 0.57212358910000016 0.56579144335000009 0.5485614203000001 0.43967246490000006 40.858951393400005 0.40437412050000004 0.45107930900000009 0.46280051495000007 40.00488309970001 42.684965421050009 42.154118731400011 0.48271009850000007 0.34479506600000004 42.686561923500008 42.982930821650008 0.41973294215000007 41.243661560350013 0.56345618395000019 42.027798546600003 0.35027394390000005 0.32467590790000006 0.47396784530000008 39.065416244600009 0.47500074850000013 0.47697673720000006 0.34269932035000011 0.3584174126500001 0.49194634890000005 0.41917906650000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 10 5 6 -5 -6 18 -3 11 16 13 -13 -12 -2 17 -1 -9 21 -21 -18 23 26 -24 -26 -23 28 -27 -29
right_child=15 9 -4 4 7 -7 -8 8 -10 -11 14 12 -14 -15 -16 -17 19 -19 -20 20 -22 22 24 -25 25 27 -28 29 -30 -31
leaf_value=-0.0023057363333975297 -0.0010544523490783025 -0.0017117921153982486 0.0010403871497473489 0.0013061623131253102 0.001276746151400631 9.615174391398664e-05 -0.002696571333710992 -0.0027367081836171554 0.00097351383624149051 -0.00013048861810010273 0.0022081700338566967 0.00077971709296576625 0.00022774388826126194 -0.0023012649962029755 0.00041418646773778512 -2.462861928920074e-05 0.0013310988459634618 0.0014566746475940884 -0.00025485033165709034 5.3419487097593181e-05 0.0017030678498150481 0.00074263388298928957 0.0019898635785451477 -0.0029652464361333442 -0.001477805048353193 0.00043371617384218973 -0.0015516868428732103 9.5736267158326297e-06 0.0021067425190521099 0.00074872136363784514
leaf_weight=2.8507414094638075 9.5306800133548659 6.1465214150375713 16.956560357008129 1.7940372750163094 6.984898608177903 7.819344535470008 7.0766946412622929 2.7115139393135888 3.8408020809292793 13.393619861220939 5.2094345688819876 3.2264293872285661 19.064071703702211 8.6419807579368335 8.1584032559767348 135.33908893703483 6.6484943330287924 1.1293688220903275 3.1111059747636318 4.5858838111162168 7.2801089771091938 6.3712098076939565 4.8686339221894732 4.632509962655603 5.7803302928805342 95.170878980308771 2.9239409896545112 104.29279056750238 7.125051360577344 24.008456662297249
leaf_count=217 92 459 84 6 22 39 108 23 15 289 56 31 101 87 44 1506 23 33 24 19 29 39 18 62 42 389 47 590 46 93
internal_value=0.00011502 0.000191706 0.000234727 0.000196278 -0.000346272 -0.000957914 -0.00188705 0.000266905 -0.000463026 -0.000627901 0.000252457 0.000215167 -0.000421242 -0.0014637 0.0011133 -9.23786e-05 0.000286064 -0.00123814 -0.00141062 0.00030823 0.00106552 0.000273908 0.000246364 -0.000972317 0.000316721 0.000282259 2.0918e-05 0.000326378 0.000550245 0.000147887
internal_weight=536.674 391.804 372.264 355.307 33.3384 16.6901 8.87073 16.6483 9.66342 19.5401 321.969 308.601 30.9325 11.8684 13.3678 144.87 277.668 3.98011 5.82262 273.688 11.866 261.822 255.174 13.9277 241.246 236.378 9.29515 230.597 102.296 128.301
internal_count=4633 3035 2287 2203 237 153 114 84 62 748 1966 1866 219 118 100 1598 1647 250 47 1397 48 1349 1326 148 1178 1160 86 1118 435 683
is_linear=0
shrinkage=0.00213593


Tree=477
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 0 2 2 0 0 1 1 0 2 1 1 0 0 0 1 1 2 0 1 1 2 1 2 1
split_gain=2.94737 4.14235 3.65775 3.403 3.14587 3.13326 3.22722 2.31743 3.8345 3.43778 4.74148 2.25466 2.5484 2.79044 3.30591 2.12141 2.13406 3.00149 2.34978 3.43971 2.2543 4.58677 3.05336 2.78533 2.0993 2.01028 3.86409 1.86956 1.74951 3.41572
threshold=0.39078171310000004 0.5380527529500001 0.54504356155000011 0.47880302985000006 43.930205408700004 0.51017933595000009 0.4995209724000001 40.300545846000013 40.467253020850002 0.52769378160000013 0.52889135055000014 0.42473279245000012 0.4172030777500001 0.52432561900000019 48.553014326500012 0.43540612555000008 0.4529056016000001 0.56065686655000013 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 40.806664626150003 0.57161462230000015 0.44512140355000007 0.39814676205000005 41.404176814550006 0.40115565405000009 40.636252116050009 0.41917906650000009
decision_type=2 2 2 2 2 2 2 2 2 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 28 -1 -5 6 -6 9 -9 -2 -11 12 13 -10 25 -4 18 -18 -17 -20 21 23 -23 -21 -24 26 -15 -12 -3 -30
right_child=1 2 15 4 5 -7 -8 8 11 10 27 -13 -14 14 -16 16 17 -19 19 20 -22 22 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-3.4690585132131511e-05 -0.0024576287358366684 0.00013015376048589926 -0.00056122038121156814 0.00042709226744132496 -0.00095316709882213189 -0.0018875423984187902 0.0014606818583499344 0.0020671342634431909 0.0011026291387227049 0.0013300599063395774 -0.00068951029084629828 -0.0022169488748985645 0.0013362290489090116 0.00043548280120688887 0.0020506917905067186 0.001126314265387434 -0.0037506018229093029 -0.00018349213974829461 -0.001674111439168647 -4.7673191188198867e-05 0.0012261290896905227 -0.0026114188465702032 -0.0016141957888879087 0.0021484648817036486 0.00031511222109654546 -0.00023740973638867441 -0.0023013916758053503 -0.0028345104830169799 8.9416965148747705e-05 0.0015306749538201376
leaf_weight=116.07018144137692 5.2117118816822758 20.2634007781744 27.815900630317628 210.69119028002024 4.5588393919169885 4.3293989542871705 3.7198070287704468 2.3917971588671234 3.2647298795636841 3.3526005893945676 4.0182661488652229 2.4902678052894762 3.0895317438989869 2.5579757504165226 1.3618121319450427 10.828108159825204 0.89158989023417135 40.511585266212933 3.6247679442167273 4.1616080403327995 7.4237198382616034 2.5814639620948574 2.9799571987241489 4.3876529550179839 6.9515998354181647 6.557390831410884 7.5066289678215981 2.4005238749086857 10.908664719201626 13.742912545800207
leaf_count=1148 83 82 276 919 25 62 16 7 31 18 32 103 11 23 5 35 16 1151 19 24 25 68 33 20 53 55 179 23 47 44
internal_value=0.000123063 -6.13136e-05 8.50412e-05 0.000232414 0.000371254 -0.000561848 0.000131437 -0.000581374 -0.000266063 -0.0011963 -0.000523547 -0.000474072 -0.000295741 -0.000533029 -0.000829962 -0.000100671 5.12177e-05 -0.000260307 0.000351601 9.03594e-05 0.000314884 -6.2986e-06 -0.000748099 0.00107943 -0.000263775 -0.00106597 -0.0016058 -0.00149171 0.000548786 0.000892898
internal_weight=540.646 201.276 157.073 339.369 223.299 12.608 8.27865 44.2032 29.2201 14.9831 9.77139 26.8283 24.3381 21.2485 17.9838 112.158 84.3421 41.4032 42.9389 32.1108 28.486 21.0623 12.513 8.54926 9.93156 16.622 10.0646 6.41879 44.915 24.6516
internal_count=4633 2463 1893 2170 1022 103 41 570 414 156 73 407 304 293 262 1720 1444 1167 277 242 223 198 154 44 86 257 202 55 173 91
is_linear=0
shrinkage=0.00192311


Tree=478
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 2 2 2 2 1 2 0 1 2 1 0 1 0 0 0 1 0 0 1 2 2 2 1 1
split_gain=0.347179 0.964789 0.390832 2.81771 0.899033 0.690554 0.61841 1.85145 1.27136 1.68399 1.80973 1.00027 0.905696 1.17125 1.41162 1.02775 0.766767 1.46418 1.23404 0.820535 0.661105 1.38498 0.564115 2.2198 0.560753 1.14342 1.15883 1.38073 0.855181 0.785332
threshold=0.39587138110000003 0.3733870243500001 0.31100865245000009 0.31118828780000007 0.31060447290000009 0.39614083410000006 49.064150740050003 49.960114208400007 47.927946529500012 45.700098835450007 0.39150025445000008 47.74983977685001 0.47648274005000008 0.39670967935000007 50.189067467950004 0.48522499325000007 0.58984760935000013 0.45824975300000009 0.66011496660000013 0.53634621715000008 0.58035687555000015 0.4995808509000001 0.48634771415000005 0.47905751325000007 0.46551001470000003 44.749265482150008 42.527280425250005 42.498713093000006 0.46280051495000007 0.45932756505000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 4 -4 5 -2 8 -8 9 24 22 16 -9 -14 -15 -16 19 -18 -19 -12 -17 -22 23 -11 28 26 27 -26 29 -5
right_child=2 -3 3 6 -6 -7 7 12 -10 10 11 -13 13 14 15 20 17 18 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0068622820365080023 0.0096626384281896481 -0.039653504779291554 -0.043016221202443083 0.00077957690484120297 0.020827991674837947 -0.020356083474281011 -0.033152933695822936 0.042849569365970765 0.0097008836794047447 -0.037701169333410008 -0.0031693063487330895 0.022197934551979104 -0.04274388926033721 0.034950982456941788 -0.035873454556737433 0.02140327946432849 0.02683480453298492 -0.045940534594417798 0.0077886205876290292 -0.04239261616481909 -0.044972577712514214 0.0073739473576302705 -0.041103549330078329 0.042740797519067356 -0.0102640339014855 0.019893332185844024 -0.036472470603024366 0.043507785123141789 0.018539931601855655 -0.017395494330123523
leaf_weight=1.1204576585441817 1.918754376471042 0.87277416157303367 1.6501008477061976 388.75849825536716 3.2511172033846378 1.5041819752659646 2.3989762763958407 0.51403677463531483 16.245048126205802 1.4453772474080304 1.1577352113090458 1.4664083141833542 0.72276554186828423 1.1548678551334886 0.99688728852197517 1.2826587110757826 1.4444517120718958 0.88970314804464556 0.99787725054193288 1.1900525027886031 0.77588758897036347 1.9635079478612167 2.2286059693433344 0.51085025072097767 6.2615159216184093 1.4657659390941251 1.6838836574461309 0.57354676164686669 2.9646900575608006 2.6335475195664904
leaf_count=18 12 170 22 2876 16 40 63 1 98 83 26 10 28 11 98 16 5 16 30 20 38 60 42 1 568 9 146 2 15 93
internal_value=0.000307593 -0.0135055 0.00036877 0.00024884 0.00833605 -0.00352885 0.00041046 -0.00782504 0.000597502 0.000241729 -0.0123703 -0.00222596 0.000374147 -0.00279176 0.00188542 -0.00572303 -0.00853168 0.00169873 -0.0175364 -0.0230509 0.00174991 -0.00745232 -0.0296934 -0.0166945 0.000595164 -0.00716807 -0.0118242 -0.00575191 0.000791721 0.000657283
internal_weight=452.045 1.99323 450.051 443.377 6.67405 3.42294 441.727 9.80959 431.918 415.673 11.3311 7.14623 7.41061 6.89657 6.17381 5.01894 5.67982 3.33203 1.88758 2.34779 4.02205 2.7394 4.18483 1.95623 404.341 9.98471 8.51895 6.83506 394.357 391.392
internal_count=4633 188 4445 4377 68 52 4355 315 4040 3942 233 107 252 251 223 212 97 51 46 46 114 98 126 84 3709 725 716 570 2984 2969
is_linear=0
shrinkage=0.0331706


Tree=479
num_leaves=31
num_cat=0
split_feature=1 1 2 1 1 0 0 1 1 2 1 0 1 1 0 1 2 0 1 1 1 1 1 0 1 2 2 1 1 0
split_gain=0.319042 0.480882 0.507172 0.414115 0.48583 0.297327 0.871673 0.312583 0.784159 1.8367 0.72663 0.570472 0.548484 2.54278 1.22631 1.12693 1.01342 0.766809 0.970702 0.770556 2.13169 0.763329 0.875941 0.506462 2.11987 1.80791 2.19066 0.537981 2.19261 1.64585
threshold=0.50634711535000021 0.51869704500000013 48.109449608500007 0.53047812940000016 0.58454836680000011 0.39587138110000003 0.3733870243500001 0.31100865245000009 0.31168228495000011 48.823707093150006 0.31060447290000009 0.39614083410000006 0.32467590790000006 0.33400197600000009 0.45350438610000005 0.34007963835000005 42.081757894750005 0.46482141255000003 0.34269932035000011 0.35027394390000005 0.36042334060000009 0.34458549145000011 0.3447052483500001 0.47673722340000008 0.3447651268000001 43.968221017800005 41.289992964000007 0.35585760905000008 0.35210023650000005 0.48588365620000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 6 -1 10 9 -9 11 -7 16 -14 15 -15 -10 19 -19 -16 -21 -20 -23 24 -24 26 -26 28 29 -25
right_child=1 2 3 4 -6 7 -8 8 12 -11 -12 -13 13 14 17 -17 -18 18 21 20 -22 22 23 27 25 -27 -28 -29 -30 -31
leaf_value=0.0076851471642549896 -0.046605991113211516 -0.041919385442303697 0.045274462825623599 0.0149625726718863 -0.044873254077682917 0.010913866526051341 -0.048897422126886712 0.0055529134497917937 0.021493550693462978 -0.044289090022211104 0.02339668542511197 -0.023396508284455962 -0.040120029437305776 0.016077884896525469 0.037904132468165527 -0.045444995718295578 -0.0076364809035305735 -0.02104238232708 0.0097987542549607502 -0.045065097552604461 0.029014068791179924 -0.016873229328572544 0.026330854699348136 -0.00049972464136532153 -0.00167077826121522 0.018085050454365852 -0.048442920796970032 -0.00026546539732915378 0.027676946983089992 0.011218047899104147
leaf_weight=1.1241957005113352 0.60434401502425261 0.45973294700888789 0.3779753828421234 0.6853179740719495 0.35259280307218432 1.9096839688718312 0.79920968602527853 2.9825128465890876 5.5711563322693092 2.2072818949818611 3.2525156196206808 1.472542952513322 2.6485001575201741 0.71034118905663435 1.8783085718750943 1.8186056871491016 3.2410983368754387 3.53363855741918 15.430116109549997 1.0055399572011086 1.9763870025053618 4.969102405011653 2.4208432361483565 102.16400865465403 3.1393194927368295 1.9270941391587255 3.795001576654613 245.88389167452988 5.9042134135961524 25.748980343341827
leaf_count=18 153 338 2 22 39 12 170 44 26 16 16 40 80 16 9 163 33 25 63 70 10 25 7 555 37 12 87 2377 39 129
internal_value=0.000342519 -0.0144732 -0.00411968 0.00815374 -0.00536449 0.000424622 -0.0158259 0.000494768 0.000359891 -0.0156455 0.00941826 -0.00402407 0.000551388 0.000339284 0.000593026 -0.0281642 0.0107797 0.000766274 0.00057467 0.0171234 0.00403372 0.000760353 0.00040813 0.000627763 -0.0080207 -0.0174052 -0.0272681 0.000884739 0.00299819 0.00185907
internal_weight=449.994 2.47996 1.87562 1.41589 1.03791 447.514 1.92341 445.591 438.956 5.18979 6.63474 3.38223 433.766 424.954 422.305 2.52895 8.81225 419.776 414.916 4.86024 2.98193 411.383 395.952 390.983 11.2823 8.86142 6.93432 379.701 133.817 127.913
internal_count=4633 554 401 63 61 4079 188 3891 3823 60 68 52 3763 3704 3624 179 59 3445 3356 89 80 3331 3268 3243 143 136 124 3100 723 684
is_linear=0
shrinkage=0.0414211


Tree=480
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 0 2 1 1 0 0 0 1 1 1 0 0 2 2 2 0 1 2 1 1 2 0 0 2
split_gain=2.08427 3.33439 2.81095 2.64879 2.40402 3.31122 3.38082 2.22024 1.89034 2.1394 2.57407 2.2613 3.35932 2.121 4.54713 2.91271 2.38518 1.82755 1.72887 1.71857 1.69151 2.86653 4.28616 2.76459 1.72627 1.80991 2.46528 3.34088 2.66848 1.6841
threshold=0.39078171310000004 0.5380527529500001 0.54504356155000011 0.47880302985000006 43.930205408700004 0.51017933595000009 0.4995209724000001 36.377496227400009 0.43540612555000008 0.4529056016000001 0.56065686655000013 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.44512140355000007 0.57161462230000015 0.57559653900000007 36.558960102350007 42.081757894750005 40.300545846000013 0.52769378160000013 0.39591628995000006 40.467253020850002 0.42473279245000012 0.4172030777500001 48.553014326500012 0.5276039639500002 0.53447501570000011 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 7 -3 -1 -5 6 -6 -2 19 11 -11 -10 -13 14 16 17 -14 -16 -9 -4 21 -20 -23 -22 25 26 27 -25 -29 -12
right_child=1 2 8 4 5 -7 -8 18 9 10 29 12 13 -15 15 -17 -18 -19 20 -21 23 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-4.0817759724600239e-05 -0.0028168614489602669 0.00060398153366416415 -0.00034357262555570836 0.00045284517321760986 -0.0010971036357310829 -0.0022607805086625921 0.0017928738355897742 0.0028122186644345811 0.0013738525642905872 -0.0039326116159538781 -0.00058588010602166735 -0.0019903110176412117 8.8552752186454292e-05 0.0014639055454531362 -0.0036240054606815298 -7.8131817306111381e-05 0.0025667750195188842 -0.00042710128004623109 -0.0029774966770362353 -0.001835406693420596 0.0021637000768990971 0.0017215025043474917 -0.0019200635851288543 0.00032488117732682099 -0.0025479276735993262 0.001358676844012277 0.0023909739479911173 -0.0023529936280954006 0.00033818475264605903 0.00034758987854469281
leaf_weight=113.39972171687987 2.3336462751030913 42.21878185402602 20.25687715923414 204.60615092515945 4.6281776148825866 4.1534758284687987 3.9745951443910599 0.81094714999198814 10.342137316241859 0.99993123207241197 24.797172073856927 3.4923570454120663 4.0238412208855205 7.3156949989497653 2.5691180648282161 8.3976628244854492 4.1853339863009751 1.493815235327929 3.7283104229718429 5.1075069545768192 2.2597330547869232 2.8082282841205597 4.3552818316966295 7.9551368197426333 1.9847485936479632 2.9730893447995177 1.3837407201062877 7.5823187818750721 2.6184203885495663 17.354431205196306
leaf_count=1148 33 173 173 919 25 62 16 2 35 16 900 19 24 25 30 95 20 29 66 103 7 10 45 98 103 11 11 170 14 251
internal_value=0.000133121 -5.64484e-05 9.96279e-05 0.000243935 0.000392493 -0.000575541 0.000238104 -0.000640122 -9.33574e-05 7.10049e-05 -0.000288015 0.000441456 0.000135114 0.00040035 2.39238e-05 -0.000851053 0.00135204 -0.0024486 -0.000508044 -0.000643976 -0.000579561 -0.00134313 -0.000492502 -0.000268743 -0.000493121 -0.000311966 -0.000566166 -0.000791543 -0.0016622 -0.000201557
internal_weight=524.11 193.348 152.555 330.762 217.362 12.7562 8.60277 40.7936 110.336 84.9715 43.1515 41.82 31.4778 27.9855 20.6698 12.4606 8.20918 4.06293 38.46 25.3644 37.649 10.8918 7.16351 26.7572 24.4975 22.5127 19.5396 18.1559 10.2007 42.1516
internal_count=4633 2463 1893 2170 1022 103 41 570 1720 1444 1167 277 242 223 198 154 44 59 537 276 535 121 55 414 407 304 293 282 184 1151
is_linear=0
shrinkage=0.00229835


Tree=481
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 2 0 1 1 0 1 2 2 2 2 2 2 2 2 2 2 0 0 2 0 2 1 0 2 1
split_gain=0.308289 1.73816 1.12036 1.82911 1.00528 1.03505 0.946167 1.68291 0.89098 4.15428 2.22908 1.23638 1.09742 4.68544 1.07118 1.83265 2.19949 1.1834 3.14403 2.80019 3.15489 2.01283 1.72791 1.41737 1.68964 2.53646 1.65638 1.79016 1.43543 1.34353
threshold=42.081757894750005 42.027798546600003 0.57927906350000014 0.47447681205000009 0.47941678395000004 37.345948426100009 0.57161462230000015 0.43967246490000006 0.3584174126500001 0.49194634890000005 0.36476452800000009 38.621016321050007 41.835830569250014 41.600558339100012 41.542492784600007 41.184662530950007 41.087689990200012 40.00488309970001 39.955516828000007 40.300545846000013 40.467253020850002 0.54504356155000011 0.53998383280000006 39.476991512000005 0.51809826055000008 39.788107623550012 0.44720217960000008 0.55131582885000008 38.536700832000001 0.41997245590000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 11 -10 13 14 15 16 17 18 23 22 -21 -22 -19 26 -25 -26 27 29 -29 -12
right_child=-2 -3 3 4 5 -7 7 -9 10 -11 12 -13 -14 -15 -16 -17 -18 19 -20 20 21 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=0.0012291179170107337 -0.00076079097883575628 0.015971441474979812 -0.031938483999655924 0.022747699467599521 0.011307440780606385 -0.032276132675043367 0.025996395948266415 -0.0051595481521019048 -0.0094594408527206453 0.028466949028510914 5.5570896779300841e-05 -0.039162550062450889 0.013703325554959926 -0.035542263817825576 0.015227424999937256 -0.015932552348504783 0.021510077396105842 -0.0075428342164840312 0.030056258965889152 0.01705560989116368 0.002528730528852218 -0.021036034513519722 -0.038160448979021488 0.011427730430229446 -0.023965431317288555 0.010387455495533203 0.014005920316070081 -0.0067956043694354573 -0.040663933588818181 0.014082522242754325
leaf_weight=109.32311374967685 168.15624335725443 6.7859803922474375 2.5263590682588974 1.3099039464141244 0.95723934876878036 1.0332979093800529 3.5821154732257119 2.8301720174495131 3.7496739847119889 5.3565366044640532 54.07489946205169 1.9386525745503602 4.9238461628556243 3.4521619109436861 4.1314175706356755 6.5693922825157633 4.3570312224328509 3.3739166916348067 3.3370145782828322 6.4703382849693325 6.9568672738969308 6.2979740872979164 3.3497039116919041 2.8626057952642432 7.3992996960878354 2.6663054563105106 8.9095113645307702 4.2707797829061738 1.5573027878999708 7.0373984631150952
leaf_count=831 2058 36 180 14 186 222 23 50 28 46 320 28 33 36 21 55 17 21 10 26 37 37 34 20 66 18 52 78 18 32
internal_value=0.000262195 0.00087352 0.000500423 -0.0126 0.00220285 -0.011317 0.000784426 0.0122452 0.000504322 0.00250136 -0.0010464 -0.0195826 -0.000303851 -0.000807004 9.03929e-05 -0.000392557 0.000437963 -0.000336403 0.00128021 -0.00596669 -0.00023 -0.00866795 -0.0227965 0.000198567 -0.00904365 -0.0148656 0.00177385 0.000145812 -0.0158454 0.00167085
internal_weight=449.547 281.391 274.605 5.8268 3.30044 1.99054 268.778 6.41229 262.366 114.68 147.686 5.68833 141.998 137.074 133.622 129.49 122.921 118.564 92.1151 26.4488 19.7252 13.2548 6.72362 88.7781 12.9282 10.0656 75.8499 66.9404 5.82808 61.1123
internal_count=4633 2575 2539 602 422 408 1937 73 1864 877 987 56 931 898 862 841 786 769 614 155 100 74 55 604 104 84 500 448 96 352
is_linear=0
shrinkage=0.0301981


Tree=482
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 2 2 1 2 2 2 2 0 1 2 2 2 0 0 2 2 0 0 1 2 1 0 2 2
split_gain=3.31691 3.71851 9.08362 7.83136 3.10472 2.80834 2.15125 2.96236 2.30602 1.69477 1.64375 3.11815 4.04737 4.11046 2.80645 2.93752 2.67057 5.37429 3.52509 2.32254 2.11802 1.77703 1.56914 4.0334 6.33884 1.99546 1.81682 3.80572 1.47518 1.45746
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.47938684470000009 0.37323732825000006 41.257948413050009 41.32819714970001 0.34488488370000009 41.16018805045001 41.873095646600007 43.477771593600004 42.759119507950011 0.47774018740000007 0.34584293880000011 42.431220712750012 41.16018805045001 40.806664626150003 0.41973294215000007 0.47500074850000013 43.61821939175001 43.968221017800005 0.5116313883000001 0.50452082270000009 0.38334181610000007 43.084051236300006 0.37977904855000005 0.51657136015000005 38.396531328800009 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 2 4 -3 10 -2 9 -8 -9 -6 16 12 13 14 15 19 17 18 -1 -12 -13 -22 23 24 -7 -25 -24 -28 -20 -30
right_child=5 3 -4 -5 6 22 7 8 -10 -11 11 20 -14 -15 -16 -17 -18 -19 28 -21 21 -23 26 25 -26 -27 27 -29 29 -31
leaf_value=-0.00222674409029 -0.0028899058530017473 0.0017480136060137317 -0.0033608538535020546 -0.0014266391713294957 0.00065542137542133464 0.0016618378671453883 -0.0014568436503120132 -0.00091651536557600883 0.00045888212442484573 0.0017814131881006587 -0.00011866539657712749 0.0018266686384136672 -0.0022444788190529659 -0.0027905268665122168 0.0016963373302322918 0.00052519544564809677 0.00088998881181219459 -0.0026671418510585665 0.00088180182489936039 -0.0032128258004312611 -0.0018681721180223636 0.00013202061013624727 -0.001182126398808901 -0.0030472638928308519 -0.0025133602557347299 -0.00055862678979133758 0.0015700919591640008 -2.070948875161178e-06 -0.00046437917771290207 0.00055085470806355639
leaf_weight=2.5109101559501132 1.4935382679104794 17.222881354391578 3.0451422692276529 4.2068777065724126 52.012472499161959 4.8938404470682126 4.1831433102488509 5.7656205818057051 66.260844305157661 6.5485511720180503 2.0072134742513352 3.0271122767589977 6.3845921957399687 2.4293220937252036 3.736841198988258 5.9770905792247504 19.62773653678596 3.1359999370761207 13.410930106649174 2.2263526730239391 2.0704035898670581 29.05003580218181 5.382839646190404 3.4100055303424597 2.3381133079528809 2.3806639760732651 6.8986402079462996 232.14793941841344 12.838428156450393 11.814936659298835
leaf_count=201 17 63 22 40 215 15 22 26 314 30 35 21 139 30 19 46 90 43 97 29 45 245 34 34 57 22 25 2526 66 65
internal_value=0.000132271 0.000289857 0.000220523 0.0011248 0.000263288 -3.78206e-05 0.000480692 0.000249673 0.000348783 0.000781335 1.96266e-05 -0.000237665 -0.00083572 -0.000286507 0.000149634 -0.000416421 0.000250799 -3.62176e-05 0.000167123 -0.00174583 0.000160974 -1.04969e-06 -2.1275e-05 -0.0007268 0.000311983 -0.00202413 1.63137e-05 4.33001e-05 0.000325034 2.21639e-05
internal_weight=538.439 279.493 258.064 21.4298 255.019 258.946 134.771 76.2096 72.0265 58.561 120.248 56.909 22.7614 16.3768 13.9475 10.2107 63.3389 43.7112 40.5752 4.23357 34.1476 31.1204 257.452 13.0226 7.23195 5.79067 244.429 239.047 38.0643 24.6534
internal_count=4633 1903 1800 103 1778 2730 607 362 340 245 1171 609 298 159 129 110 562 472 429 64 311 290 2713 128 72 56 2585 2551 228 131
is_linear=0
shrinkage=0.00208594


Tree=483
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 2 0 1 2 2 1 1 2 1 2 2 1 1 1 0 1 1 2 2 0 0 0 2 2 1
split_gain=0.31169 0.79756 1.08181 0.845749 1.0527 0.810812 0.699794 2.16357 1.54263 1.47184 0.936843 1.3629 1.22688 0.93911 0.933078 1.34102 0.911073 0.852968 2.19444 0.905758 0.849414 1.4209 0.668345 2.50453 1.18304 2.75235 1.05431 1.69904 1.10708 1.52759
threshold=0.63013083440000017 0.66011496660000013 0.66977036620000019 40.806664626150003 0.51869704500000013 40.722669576350008 0.60710757165000018 0.45824975300000009 43.477771593600004 37.500638522700008 0.46551001470000003 0.48616807880000007 49.960114208400007 0.46280051495000007 42.620627117000005 41.772405911750006 0.46636328255000009 0.45932756505000005 0.46097422230000007 0.58984760935000013 0.45420795785000007 0.45824975300000009 44.578137159850009 44.749265482150008 0.51017933595000009 0.53146612375000013 0.43572048740000008 41.559097512700014 43.895345911700005 0.34575312120000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 5 -5 -2 10 -8 9 -9 13 12 14 17 15 16 -12 19 -19 20 22 -22 26 -24 -25 -26 27 -1 -28 -30
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 11 -13 -14 -15 -16 -17 -18 18 -20 -21 21 -23 23 24 25 -27 28 -29 29 -31
leaf_value=-0.002218829192997508 -0.035122162461186608 0.025528729766497432 -0.01441993595747231 -0.039580588910512006 0.012616110322309703 0.040090237687603468 -0.046039258958093819 0.025985893554344382 0.026364025191529909 -0.034871464881792678 0.0034148766418704108 -0.035871661628382775 0.020715882206072383 0.019507884124636023 -0.04303169397376299 0.01871050683563211 -0.036697371509777692 0.024616652971827389 -0.038188732257620581 0.019541266782679725 -0.03605651035671107 0.014752678140582445 -0.045186712922733983 0.0027959650765753234 -0.037283282673791995 -0.002125815160688509 0.00074290700812811256 -0.037488702207523816 0.022146391642447034 0.0010107326178208343
leaf_weight=5.8656866788805919 0.23785560400574413 1.4289331292093268 1.4877995561982968 1.8610563070105857 0.53486963300383639 0.43777632713317871 0.65677693887846444 0.72921272268285964 4.644026372465305 1.0321539246942846 1.0370668719988301 1.8040760930598478 1.6558899283409116 2.7620037347078314 0.85604143328964699 1.5424437150359152 1.4745546892518175 0.88320587435737197 1.8537468302529303 2.6535131199052548 1.6973142048809671 0.90865643275901664 1.5007042969809834 22.394366465043277 2.9851900502108029 12.096740064676849 354.40798720368184 1.9591431815642861 6.2936279177665702 8.8438839849550259
leaf_count=257 89 43 223 47 60 1 26 35 97 89 13 147 8 9 18 10 94 9 84 35 48 10 31 237 188 150 2327 163 21 64
internal_value=0.000301725 -0.0071293 0.00515127 -0.0187908 -0.0279281 0.0136118 0.000402279 0.0106418 0.0164536 -0.00967628 0.000236223 -0.0106283 -0.00369245 0.000449138 -0.0119239 -0.00535535 -0.0201347 0.000325087 -0.0179216 0.000443539 0.000322581 -0.0183402 0.000439393 -0.00364859 -0.00198523 -0.00908459 0.000861624 -0.0110495 0.00111383 0.00979817
internal_weight=448.526 5.98829 2.91673 3.07156 2.39593 0.675632 442.538 7.06217 6.40539 1.76137 435.476 8.37007 6.566 427.106 4.91011 4.05407 2.51162 424.344 2.73695 421.607 418.953 2.60597 416.347 38.977 37.4763 15.0819 377.37 7.82483 369.545 15.1375
internal_count=4633 463 266 197 107 90 4170 247 221 124 3923 290 143 3633 135 117 107 3624 93 3531 3496 58 3438 606 575 338 2832 420 2412 85
is_linear=0
shrinkage=0.0327912


Tree=484
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 1 1 2 1 0 1 2 2 1 0 1 2 0 0 1 0 2 2 2 0 0 0 0 0
split_gain=1.97862 3.25303 2.75133 2.13287 2.36461 3.20123 2.17293 6.90109 9.04793 3.38457 3.19942 2.88315 1.95241 3.29278 2.26856 3.54722 5.24592 2.80085 2.71357 2.19561 5.0278 2.72228 1.84676 1.82537 3.13479 2.9537 2.6372 1.67512 2.9244 1.57805
threshold=0.38906020780000011 0.47880302985000006 0.5116313883000001 43.930205408700004 0.51017933595000009 0.4995209724000001 0.37977904855000005 0.37227927305000003 37.892416320650007 0.36880632320000012 0.5195503128500002 0.36510882910000009 38.238138001450004 37.995872310650007 0.39019789825000006 0.52432561900000019 0.39995808510000008 39.427119987250002 0.53017873715000008 0.54504356155000011 0.41917906650000009 0.54353163080000011 39.117456157700005 41.972095654800007 44.578137159850009 0.53312775065000018 0.53146612375000013 0.53499895210000015 0.54191491270000014 0.47847369840000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 29 -2 6 5 -5 7 9 -9 11 -8 -3 13 -4 -14 22 17 -17 -19 21 -21 23 -16 -18 -25 26 -26 -20 -29 -1
right_child=2 3 12 4 -6 -7 10 8 -10 -11 -12 -13 14 -15 15 16 19 18 27 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=1.1372825125732885e-05 -0.0021471872846013261 0.000440957601350019 -0.00026780085771700658 -0.00095770181877593804 -0.0016885236401662496 0.0014027931864207461 0.00021170909159022981 0.0011854399585525493 -0.0023288751302274454 0.0014051655975651561 0.0017014270220132156 -0.00064655165753324485 -0.0012105142467543207 -0.0025893194692838879 -0.00016494965164159952 0.0011826178999858592 -0.00020091809419367019 -0.0018603148980755244 0.00044859608330771739 -0.002410762178149165 7.8802631154418573e-05 0.0013100578026008093 0.0015934017095975809 0.0011736929647960831 -0.0020286070048577882 -0.0026839136729267339 0.0014005369163682475 -0.0029130348712928249 7.5776534083969624e-05 -0.0010490872942951156
leaf_weight=111.83811821090057 2.2317612268961957 130.57230632007122 26.068257028149677 4.5349891409277898 3.7250138148665419 3.9919849634170532 10.144395813345911 4.2100875303149206 7.5841079503297806 12.622929982841013 11.219679169356821 9.6762785166501981 4.9574345313012591 2.4718411758658467 2.9759114608168593 2.2060971930623081 17.647804848849773 9.0822839261963981 4.5655743684619647 3.0974959684535852 93.059140855679289 11.662178143858908 8.5460065869847295 13.146384382620456 1.1866496603470289 1.6715531665831802 2.7479615211486816 2.0662561906501651 2.918497079052031 5.4376381486654273
leaf_count=1104 65 615 530 24 59 16 38 14 64 46 30 45 26 48 15 11 74 210 32 54 1174 39 65 44 59 18 8 19 43 44
internal_value=0.000119455 0.000215992 -2.40297e-05 0.000366097 -0.000410791 0.000147387 0.000417263 0.000342429 -0.0010744 0.000451738 0.000994058 0.000365926 -1.47429e-06 -0.000468866 7.2006e-05 0.000108012 3.60266e-05 -0.000865541 -0.00110804 0.000166297 -1.39378e-06 0.000501789 0.00113925 0.000242831 0.000660438 -0.000543139 0.000366332 -0.000392638 -0.00116313 -3.77967e-05
internal_weight=527.867 315.558 212.309 198.282 12.252 8.52697 186.03 164.666 11.7942 152.872 21.3641 140.249 210.077 28.5401 181.537 176.58 165.058 20.8387 18.6326 144.219 96.1566 48.0625 11.5219 36.4004 18.7525 5.60616 3.93461 9.55033 4.98475 117.276
internal_count=4633 2099 2534 951 99 40 852 784 78 706 68 660 2469 578 1891 1865 1785 315 304 1470 1228 242 80 203 129 85 67 94 62 1148
is_linear=0
shrinkage=0.00192234


Tree=485
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 1 1 2 1 0 0 1 1 2 2 1 0 2 1 1 0 1 1 1 2 2 1 2 0 1
split_gain=0.315554 1.41265 1.03365 0.650757 1.36191 1.63924 0.939266 1.06576 1.16231 0.608754 0.920821 1.91187 0.713677 0.709234 1.55494 0.876395 0.94968 1.55124 0.672658 0.860622 1.32751 2.02948 0.952094 4.37022 2.01789 4.18871 2.37512 2.58759 4.64849 1.65869
threshold=49.247968080500009 0.39672464895000009 49.292797572200008 47.927946529500012 45.700098835450007 0.39150025445000008 0.43967246490000006 47.309807198350008 0.4690129038000001 0.43572048740000008 0.4413939702500001 0.33400197600000009 0.32737043805000005 41.559097512700014 44.952171034750002 0.32168198560000011 0.41229304515000009 35.771221912400001 0.34458549145000011 0.3447651268000001 0.47673722340000008 0.35696536035000009 0.34545372890000009 0.34542378970000004 41.873095646600007 42.844429421150004 0.34515433670000012 40.518963363600001 0.47774018740000007 0.34524415440000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 9 -6 -7 8 -8 12 -11 -12 13 15 -15 16 -1 -18 -13 -20 21 -21 23 24 26 -26 27 -22 -29 -28
right_child=1 2 -4 -5 5 6 7 -9 -10 10 11 18 -14 14 -16 -17 17 -19 19 20 22 -23 -24 -25 25 -27 29 28 -30 -31
leaf_value=0.026541948557803854 -0.039053179357887262 0.036699375426992788 -0.0040482324560273241 0.0061422901523340186 -0.028928483691300279 0.013211009385253311 -0.045831687385666842 0.010271189415708842 -0.00094031116726623308 0.019912493021001152 -0.030069619156274385 0.006577866708184746 -0.034813008556218918 -0.037885785404426039 0.015274083024186992 0.031074393058878727 0.01694882368832417 -0.029399026557416792 -0.0095417394185937938 -0.021238527040002616 0.01521327629954786 0.0089138618495883896 0.00022835323803857443 0.036540563191146229 -0.02362359332575871 0.0076438888644955729 0.026804226477068288 0.010873178643263443 -0.034115374942947571 0.0065529177962061792
leaf_weight=0.87985253334045221 1.2053813040256489 0.73641867935657401 9.5608103176928108 21.019343376159668 3.8187526063993555 2.737075312063098 1.363296374678612 1.4959707119269294 1.1832998299505559 2.7111400738358489 2.2296229032799593 20.316247493028641 0.97918010133435007 1.6871704633813354 0.94159955251961935 0.94884345168247808 1.2654948830604555 2.1248721983283758 9.351402781903742 7.073900316259822 5.901743337512019 3.7521528524812311 292.50212748397098 4.423591971397399 8.5388643955811876 10.48246564902365 7.8214226216077831 4.8747692480683309 5.2276530489325523 10.281155996024607
leaf_count=44 18 4 308 131 128 43 15 18 31 22 51 93 169 145 19 12 7 51 43 125 23 49 2834 23 60 47 25 16 36 43
internal_value=0.000310368 -0.00510773 -0.00113412 0.000453331 0.000165131 -0.0115622 -0.00178032 -0.0119304 -0.0249725 0.000472542 0.000664658 0.0005318 -0.00813511 -0.00480649 -0.0188444 0.00226424 -0.00413738 -0.0120991 0.000706503 0.000384315 0.000641526 -0.0107881 0.00099501 0.00489149 0.0022563 -0.0063924 0.00707967 -0.00222156 -0.0124068 0.0153027
internal_weight=447.436 11.5026 10.2972 435.933 414.914 10.5984 6.77964 4.04257 2.5466 404.315 395.488 392.777 8.82701 7.84783 2.62877 5.21906 4.27022 3.39037 390.547 370.231 360.88 10.8261 350.054 57.5517 53.1281 19.0213 34.1067 16.0042 10.1024 18.1026
internal_count=4633 330 312 4303 4172 235 107 64 46 3937 3490 3468 447 278 164 114 102 58 3417 3324 3281 174 3107 273 250 107 143 75 52 68
is_linear=0
shrinkage=0.0331409


Tree=486
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 1 0 1 2 1 0 1 0 2 2 1 2 2 1 2 0 0 2 1 0 0 1 0 0 1
split_gain=0.309016 0.470318 0.476052 0.2968 0.413585 0.530299 0.606654 0.5343 0.497933 0.40826 0.799192 0.631062 0.935321 0.407111 2.84102 1.34268 1.32737 2.17783 2.17138 1.71767 2.34971 2.97596 2.30728 1.69336 2.09405 2.58728 2.07735 1.64831 1.89245 3.39554
threshold=0.50634711535000021 0.51869704500000013 48.109449608500007 32.724174661450007 35.119813570500007 0.34377713240000007 0.49877249185000011 0.38723391515000005 33.361153777850006 0.31168228495000011 0.51657136015000005 0.38045268105000002 0.53017873715000008 40.300545846000013 40.467253020850002 0.40115565405000009 40.003678352300007 39.896141435400004 0.34569324270000007 39.476991512000005 0.46898296455000005 0.48911709230000006 38.110427674550003 0.34524415440000006 0.49820364660000011 0.51809826055000008 0.39019789825000006 0.50101793360000013 0.53998383280000006 0.4373072662500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 9 5 -5 -7 -8 -9 -1 -11 -12 -13 16 15 -15 17 19 -18 20 22 -22 -6 -21 -25 -26 -27 -20 -29 -30
right_child=1 2 -4 4 13 6 7 8 -10 10 11 12 -14 14 -16 -17 18 -19 27 23 21 -23 -24 24 25 26 -28 28 29 -31
leaf_value=0.037925727119525396 -0.039791606634576121 -0.03578868304723816 0.0066722191984195231 0.023921223631456951 -0.0076038210840522445 -0.011050244153930543 0.018756903525129234 0.014620930938615708 -0.007782698941465503 -0.047592590786064273 -0.047713272679290514 0.03356667126162477 -0.03782630950978251 0.02631304077900018 0.00026511639970311644 0.00094421255231284384 0.0058042886536746217 0.019896323376887879 -0.051098920375593292 0.0053574873373852848 0.017878608254454795 -0.0005087618417873778 -0.058509987120245757 -0.047228928384592334 0.016981758986673274 -0.0528604027318334 -0.011612996690299525 0.0051820848334065287 -0.066405498071612695 -0.0035002957050061451
leaf_weight=0.18466646969318334 0.58946985167858601 0.43362515429907933 1.3870924767106769 1.8908719420433033 4.1967868711799374 2.6733008478768161 3.5609960779547674 2.0386220756918192 3.173024321324192 0.70278216118458692 0.28693753108382214 0.73784569650888421 0.3332983724976657 7.931312134023754 282.39029957164894 3.890583218075335 5.9697404447942963 6.4486945811659089 1.8729544589295963 5.9186456128954914 13.016567591577767 71.530389130814001 1.5164406697731463 2.4066226379945865 3.0605679377913466 1.9615038186311702 6.9061915869824588 3.5108900293707848 1.8348740860819814 2.5875810608267784
leaf_count=1 153 338 63 19 101 29 15 16 73 85 4 5 89 40 2636 24 28 30 17 24 56 561 22 18 21 16 69 20 17 43
internal_value=0.000300038 -0.0123309 -0.00344034 0.00036883 0.000434249 0.00656802 0.00370127 0.00819652 0.000980853 -0.012458 -0.0169727 -0.00112744 0.011352 0.000242646 0.000976291 0.0179642 -0.00138346 -8.44188e-05 -0.0110145 -0.00125033 0.00083855 0.0023221 -0.0211157 -0.0105595 -0.0171313 -0.0110589 -0.0207368 -0.0212532 -0.014207 -0.0295996
internal_weight=444.943 2.41019 1.82072 442.533 440.287 13.3368 11.4459 8.77264 5.21165 2.24553 2.06086 1.35808 1.07114 426.951 294.212 11.8219 132.738 116.962 15.776 110.514 90.2602 84.547 5.71323 20.2535 14.3349 11.9283 8.8677 9.8063 7.93335 4.42246
internal_count=4633 554 401 4079 3895 152 133 104 89 184 183 98 94 3743 2700 64 1043 918 125 888 740 617 123 148 124 106 85 97 80 60
is_linear=0
shrinkage=0.0353713


Tree=487
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 2 0 1 2 2 1 1 1 1 1 1 0 2 1 2 2 2 0 2 0 1 1 1 2 1
split_gain=0.266375 0.718372 0.972973 0.754042 0.946554 0.72327 0.625952 1.88882 1.33041 1.32429 0.80296 1.27274 1.09403 0.812847 0.720281 1.92226 0.826928 1.61285 0.782358 0.933509 1.29361 0.728773 1.84356 1.35287 1.31101 2.45909 1.48254 2.07772 2.0352 1.0607
threshold=0.63013083440000017 0.66011496660000013 0.66977036620000019 40.806664626150003 0.51869704500000013 40.722669576350008 0.60710757165000018 0.45824975300000009 43.477771593600004 37.500638522700008 0.46551001470000003 0.48616807880000007 0.4830394299500001 0.46280051495000007 0.45932756505000005 0.46097422230000007 0.58887458460000019 47.309807198350008 0.4529056016000001 37.817254840650008 42.620627117000005 44.202975721700007 0.55788748840000013 43.895345911700005 0.5541600551000001 0.41861022125000008 0.41461333495000008 0.39170982905000007 48.96897326980001 0.44618424600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 5 -5 -2 10 -8 9 -9 13 12 -12 14 16 -16 18 -18 21 -20 -21 23 24 29 25 26 27 -23 -29 -1
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 11 -13 -14 -15 15 -17 17 -19 19 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00012847406171097967 -0.040253515604267334 0.028095197875263579 -0.015924298905038003 -0.044945729734367543 0.013211056267839428 0.045286883677755151 -0.051486458252451968 0.028142475560133471 0.02908089903135674 -0.039961822412351661 -0.017302953412659791 -0.041102191669070968 0.014482834352057392 0.021214383968888008 0.025593650794153568 -0.043230304938743629 -0.005822941977489381 0.03962081399854657 0.013182263349626532 -0.042482806118869891 0.0087556158908673083 -0.00035782983019607317 -0.043352948635483599 0.013934850773110912 0.033207773100677983 -0.048011929303530529 0.034616573395454785 -0.04634633426315634 0.021245078021285564 0.010503530185398291
leaf_weight=342.42234112598817 0.21617113971296875 1.4000624977634291 1.4688563633535521 1.7184489248902539 0.52054602879798029 0.40638136863708496 0.61045413749525224 0.71682042581960537 4.4143109096912667 0.94486764000612311 3.6748303693311737 1.6590343646676045 2.66822942905128 2.672502636909484 0.88173175323754494 1.6892347650136796 2.2580746503081164 2.2023129854351282 1.1808691299520422 2.1963425935246055 1.0348341721110044 30.62646657822188 1.6616332512348879 11.123829902615396 1.398282978683709 1.7327238305297203 1.5179064804688085 2.7579437475651498 0.82653749187011261 14.669963877182452
leaf_count=2611 89 43 223 47 60 1 26 35 97 89 123 147 20 9 9 84 36 9 14 49 16 318 65 79 12 90 9 117 24 82
internal_value=0.000290555 -0.00780274 0.00555768 -0.0211976 -0.0314248 0.0155844 0.000396552 0.0118682 0.0182335 -0.0105829 0.000218523 -0.0116384 -0.00393215 0.000442904 0.00031079 -0.0196266 0.000433532 0.0166149 0.000258838 -0.0155664 -0.0260729 0.00042966 -0.00437963 0.000958914 -0.00271315 -0.00405393 -0.00192212 -0.0035433 -0.0307606 0.000554699
internal_weight=443.273 5.73047 2.86892 2.86155 2.23899 0.622553 437.542 6.68645 6.076 1.66169 430.856 8.00209 6.34306 422.854 420.181 2.57097 417.61 4.46039 413.15 4.41205 3.23118 408.738 40.5215 368.216 38.8599 37.4616 35.7289 34.2109 3.58448 357.092
internal_count=4633 463 266 197 107 90 4170 247 221 124 3923 290 143 3633 3624 93 3531 45 3486 79 65 3407 635 2772 570 558 468 459 141 2693
is_linear=0
shrinkage=0.0377832


Tree=488
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 1 0 2 2 1 1 0 1 1 0 0 1 2 2 0 2 2 1 0 1 0 1 1 1 2
split_gain=0.263884 1.65415 1.22876 2.23226 3.08842 0.876537 3.31726 3.28104 5.27711 3.23084 3.91466 2.96715 1.56041 1.31118 1.14383 5.83556 1.89056 2.44728 1.98023 1.8177 1.41902 1.20643 2.60656 2.28144 1.09764 0.764531 1.03865 3.06137 3.2292 2.89666
threshold=0.47880302985000006 0.47847369840000004 0.47905751325000007 0.47938684470000009 0.47943175355000006 0.34545372890000009 0.48265022005000008 41.489621506400006 42.844429421150004 0.34584293880000011 0.34569324270000007 0.48271009850000007 0.34512439750000007 0.34503457980000002 0.48458129995000004 0.48368312325000012 0.3584174126500001 41.319407281650008 39.852039223600009 0.49688632075000011 39.354247760400007 43.157831852650006 0.3465914194000001 0.49588335680000006 0.34479506600000004 0.49820364660000011 0.36880632320000012 0.37227927305000003 0.37644082515000005 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 -1 -2 -4 -5 7 9 12 13 10 -7 -8 24 -9 15 -13 17 18 -16 20 -18 22 -19 -24 -6 -21 29 -28 -29 -27
right_child=2 -3 3 4 5 6 11 8 -10 -11 -12 14 -14 -15 16 -17 19 21 -20 25 -22 -23 23 -25 -26 26 27 28 -30 -31
leaf_value=-0.00032918845333520781 0.019104013607534887 -0.022216397481591647 -0.039652995170646681 0.039111950158414441 0.016785476278195207 -0.025911371179904174 0.032978879067890376 -0.010321162798923877 0.013370755574973832 -0.03908865288944996 0.016565900718506558 0.010180449222080027 0.027177780311530366 -0.038123124862642271 0.00076860794071779591 -0.044887151359813561 -0.0028075880455924753 0.017428207024962915 0.037204086517176875 0.019920222314386442 -0.045268646395495424 0.014340800162199662 -0.03466637557256682 0.0043298852822644717 -0.0062606953246398768 0.012475617880586121 0.021515558955372542 -0.025953265613117563 0.00037458586673673027 -0.021315284951349624
leaf_weight=89.628619436931331 4.853543806821107 4.9311453476548186 1.86751003935933 2.8072230517864218 6.3880109265446681 5.973835803568365 3.7893597409129134 4.2354703694582003 9.7790051288902742 5.5507653728127471 5.7766568884253502 6.6251751184463483 9.0355911031365377 5.0148673430085182 3.0039243400096911 4.2925910577178001 2.1123421192169181 4.6943814754486111 6.1587157696485519 2.5852156318724147 2.1494549298658967 7.2377911806106559 4.4715588018298131 3.7203301377594471 4.9767993241548538 5.2750455401837817 8.954498775303362 6.5127201080322257 198.72155363545608 9.838647239841519
leaf_count=1111 18 44 12 22 23 31 58 19 39 36 20 24 43 32 24 32 10 16 43 14 37 32 27 22 22 24 45 62 2623 68
internal_value=0.000252049 -0.00147057 0.000722284 0.000461073 0.000681613 0.000361367 -0.000321925 0.00551589 -0.00547285 -0.0159565 -0.00502913 0.000643641 0.0157661 -0.0253934 0.000200261 -0.0114707 0.000680306 0.0094973 0.0252589 -0.000413156 -0.024223 0.00232091 -0.00443026 -0.0169563 0.00669326 2.44383e-05 -0.000199872 0.000457881 -0.000460879 -0.00952144
internal_weight=440.962 94.5598 346.403 341.549 339.682 336.874 297.445 39.4297 19.0293 17.3013 11.7505 280.143 20.4004 9.25034 276.354 10.9178 265.436 29.2867 9.16264 236.149 4.2618 20.1241 12.8863 8.19189 11.3648 231.888 229.302 214.189 205.234 15.1137
internal_count=4633 1155 3478 3460 3448 3426 3248 178 90 87 51 3161 88 51 3103 56 3047 164 67 2883 47 97 65 49 45 2836 2822 2730 2685 92
is_linear=0
shrinkage=0.0367914


Tree=489
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 2 2 2 1 2 0 2 2 1 2 1 2 2 0 0 2 2 1 2 0 0 2 0 0 0
split_gain=0.263588 0.365979 0.715852 0.55147 0.832061 0.317617 0.483311 1.74229 0.653571 0.65593 0.521399 0.303773 2.3548 1.37503 1.11009 1.79406 1.7831 1.42967 1.93633 2.51186 2.05938 1.51349 1.50618 1.43513 3.01948 2.48238 1.70684 1.649 2.69634 2.89967
threshold=32.724174661450007 0.31168228495000011 0.51657136015000005 0.38045268105000002 0.53017873715000008 35.119813570500007 33.96174662340001 33.361153777850006 0.34377713240000007 34.424709467050008 0.5380527529500001 40.300545846000013 40.467253020850002 0.4172030777500001 40.003678352300007 0.34569324270000007 39.896141435400004 39.476991512000005 0.46898296455000005 0.48911709230000006 38.110427674550003 39.065416244600009 0.34422622080000004 38.474425342400004 0.52157121045000021 0.50218556330000019 36.859113051050009 0.5195503128500002 0.52252926560000013 0.52769378160000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 -4 -5 6 7 -2 -8 -10 -11 14 13 -13 16 -16 17 18 20 -20 -7 23 -19 25 -25 26 -21 -27 -29 -30
right_child=5 2 3 4 -6 11 8 -9 9 10 -12 12 -14 -15 15 -17 -18 22 19 21 -22 -23 -24 24 -26 27 -28 28 29 -31
leaf_value=0.044068123283125482 0.012718850473258221 -0.055157517596964925 -0.054043692910036224 0.037896380381702684 -0.043982534300817985 -0.0079929680515347431 0.03819758327655666 -0.041251967575613467 0.027384051833292337 -0.012716626013619102 0.014866992403177884 0.028281267908278073 0.00013578834795665464 -0.0038299200518718763 0.0060925466576259406 -0.022852373490858214 0.021392262245696618 0.020738930637499878 0.019518758649268584 0.0016424431171597038 -0.065498883854301013 0.01201991701856343 -0.015425091522219955 -0.054962009957876506 -0.0054437825127338756 -0.02404693484618399 0.03571973573606569 0.031144425453314566 -0.034619454640351398 0.0011130145124439029
leaf_weight=0.16826835274696295 3.3721040848176917 0.64288479849346902 0.26964883878827073 0.68961450457572937 0.30722004090785049 4.1920352282468221 1.4331302009522895 1.4711726204441218 1.9939314940857 2.7308321632444859 2.0578238432790386 8.206598927266894 280.32040455083188 3.1640355209237887 5.905031180009245 9.6755241399951029 6.2443947795545673 2.2202615737915066 12.57085996493697 5.1970797255635244 1.4302878798916934 13.340563942678271 17.650490271757008 2.6510269790887824 10.308963276693246 6.4581164522096506 4.8808768019080162 3.8860746920108822 4.8486755862832096 19.650194895773893
leaf_count=1 36 85 4 5 146 101 16 37 32 19 41 42 2981 29 28 112 32 8 56 25 22 84 151 18 93 38 22 14 44 311
internal_value=0.000267204 -0.0144375 -0.0195935 -0.00154068 0.0126617 0.000337298 0.00669357 -0.00367509 0.012806 0.00744091 -0.000863148 0.000140973 0.000884632 0.0193459 -0.0015135 -0.0118822 -0.000115154 -0.00134405 0.000887204 0.00246464 -0.0226222 -0.000545473 -0.0113843 -0.00344158 -0.015573 5.84057e-05 0.0181465 -0.00517337 -0.000879269 -0.00595895
internal_weight=437.938 2.07764 1.90937 1.26648 0.996835 435.86 13.059 4.84328 8.21572 6.78259 4.78866 422.801 291.691 11.3706 131.11 15.5806 115.53 109.286 89.4148 83.7924 5.62232 71.2216 19.8708 57.881 12.96 44.921 10.078 34.8431 28.3849 24.4989
internal_count=4633 241 240 155 151 4392 181 73 108 92 60 4211 3052 71 1159 140 1019 987 828 705 123 649 159 565 111 454 47 407 369 355
is_linear=0
shrinkage=0.0413819


Tree=490
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 0 2 0 2 0 0 0 1 2 2 2 2 2 0 0 2 1 2 1 0 2 2 0 0 2
split_gain=1.55801 2.95357 2.16071 2.1305 2.0323 1.83761 5.19689 2.30359 1.78805 2.75463 3.20371 1.92356 1.67211 1.51038 2.88048 1.49276 2.74781 2.67706 3.44979 3.07401 2.1445 1.44386 1.79737 1.72537 3.32965 1.57224 1.50393 1.38102 3.16979 9.6358
threshold=0.39078171310000004 0.5380527529500001 36.377496227400009 0.54504356155000011 0.47880302985000006 0.47787491390000009 40.518963363600001 0.47736594710000008 43.930205408700004 0.51017933595000009 0.4995209724000001 0.53634621715000008 0.42473279245000012 41.257948413050009 41.685324604100011 42.684965421050009 42.686561923500008 41.243661560350013 0.47943175355000006 0.48077901860000011 41.11191809080001 0.43540612555000008 42.081757894750005 0.43837010870000009 0.57161462230000015 49.960114208400007 36.772607578000013 0.50291907430000016 0.48389269780000005 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=4 2 -2 -3 5 7 -7 -1 15 10 -10 -11 -4 -8 -15 17 -17 20 -19 -20 -6 22 -5 24 -23 -24 -25 28 -18 -30
right_child=1 3 12 21 8 6 13 -9 9 11 -12 -13 -14 14 -16 16 27 18 19 -21 -22 23 25 26 -26 -27 -28 -29 29 -31
leaf_value=-5.4277093541003802e-05 -0.0024355111048904479 0.00048420496109934943 -0.00030598439865543459 -0.0002069887980570463 0.00038093265285080613 0.00055637880987038848 -0.0030501965216820901 0.00081097073647728925 -0.00093867101111249024 -0.0027757305762219015 0.0015584581551056473 0.00021550290538863864 -0.0022626403840199536 0.00032068060806887672 -0.0025510758883413552 0.0020752864910816259 0.00085683508829281448 0.0015391906966357024 -0.0017813684406486013 -9.3489031496151958e-05 0.0015711614145201582 6.770767650636874e-05 -0.002282065703118796 -0.0020762536645778898 0.0022609424754862699 0.00024378141169294291 -2.5906520319957162e-06 0.0011754761871916057 -0.0028921198672189454 0.00095404446204283588
leaf_weight=78.391788261011243 2.2310301233083001 41.795772964134812 36.021562349749729 20.189241805113856 99.135918203741312 7.4126357436180106 2.5420755967497808 14.745539262890814 4.441112192347644 2.6799689438194032 3.8852216750383377 1.2819192968308923 1.852230499847791 2.685089498758316 2.9639157075434923 5.1378320455551139 15.541696205735208 4.6843920350074759 4.8553889095783225 41.991936821490526 6.5066254809498778 8.987137249670921 3.498435966204851 1.4380380424845487 4.0502281058579674 1.3885214389301834 74.192224342841655 9.1947282329201681 4.3161851912736875 6.7146462872624397
leaf_count=993 33 173 434 173 439 29 24 54 25 51 16 11 103 9 39 56 54 29 32 190 31 45 75 272 20 28 1107 35 31 22
internal_value=0.000112257 -2.88542e-05 -0.000514818 9.64481e-05 0.000198772 -2.41527e-05 -0.000662003 8.27093e-05 0.000314004 -0.000429387 0.000226536 -0.00180788 -0.000401675 -0.0017646 -0.00118607 0.000360122 0.00070188 0.000271178 -0.000104108 -0.000268426 0.00045424 -4.60352e-05 -0.000471527 7.42987e-05 0.000749065 -0.0015644 -4.20194e-05 0.000504596 0.000272455 -0.000550897
internal_weight=514.753 195.644 40.1048 155.54 319.109 108.741 15.6037 93.1373 210.368 12.2882 8.32633 3.96189 37.8738 8.19108 5.64901 198.079 40.9051 157.174 51.5317 46.8473 105.643 113.744 25.0762 88.6676 13.0374 4.88696 75.6303 35.7673 26.5725 11.0308
internal_count=4633 2463 570 1893 2170 1148 101 1047 1022 103 41 62 537 72 48 919 198 721 251 222 470 1720 276 1444 65 103 1379 142 107 53
is_linear=0
shrinkage=0.00200836


Tree=491
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 1 1 2 2 1 2 1 0 0 1 0 0 0 1 2 2 1 0 2 2 2 1 0 1 0
split_gain=0.266993 1.26982 0.959458 1.43046 1.22368 1.45028 1.12065 0.587389 1.02769 1.36468 0.501001 0.81839 0.492554 1.34581 0.824376 0.491088 0.760191 1.71322 0.642277 0.630214 1.40473 0.701173 1.06419 2.25568 0.469635 1.19575 1.4507 2.40315 1.10459 1.06701
threshold=49.247968080500009 0.39672464895000009 0.47648274005000008 0.55688452445000014 0.58035687555000015 0.4995808509000001 0.50491003265000012 47.927946529500012 45.700098835450007 0.37447980600000008 48.393869453650005 0.40437412050000004 0.58984760935000013 0.54413041525000005 0.45824975300000009 0.43572048740000008 0.4413939702500001 0.4560492201000001 0.32737043805000005 41.559097512700014 44.952171034750002 0.32012514595000008 0.41229304515000009 35.771221912400001 45.044778924400006 44.578137159850009 0.4417083321000001 0.47648274005000008 0.46636328255000009 0.58745247150000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 8 15 -10 -9 -12 13 -11 -14 18 -17 -18 19 21 -21 22 -1 -24 25 28 27 -27 -19 -30
right_child=1 2 3 4 5 6 -8 10 9 12 11 -13 14 -15 -16 16 17 24 -20 20 -22 -23 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.029033521470184894 -0.044709025785828936 0.01809304789028271 -0.046203735720706178 0.018274511677591889 -0.047507477827492109 0.023446539274642613 -0.039901341596967135 0.017719998247905863 -0.043863421272750863 -0.0010623152479699092 0.0078787419256828948 -0.013920398336451435 0.029523765137854763 -0.046500084637871066 -0.0089004634943821333 0.021548471149886266 -0.042743960966927036 0.00098309926555326609 -0.040413500472008125 -0.043533299103805621 0.015963870262257193 0.022986779407413199 0.016616469969923206 -0.05773164747688328 0.012742195014854124 0.034539299376716036 0.021964212171169353 -0.049618139123338276 -0.043932211317891358 -0.0066396721558329153
leaf_weight=0.86769840517081176 1.1120295897126187 2.7561457455158216 1.2474109097092876 2.7282338538207114 1.3424367762636396 1.3827530853450296 0.59328662161715318 4.7752305660396841 1.6727612693794061 3.4588366169482452 12.680822074413298 3.2080040401779106 1.3055144995450976 1.3462634929455815 2.2794036959530786 2.5615177266299716 1.3588048127130594 368.09142788194004 0.85928045747277781 1.5564937375602315 0.9500192692503332 1.6812612239154985 1.2080985903739931 1.2185896821320055 4.6985168606042853 0.63064145296812002 0.93277821876108635 2.5206005205400288 1.4673306337936072 5.1224206856495584
leaf_count=42 18 11 100 49 73 8 71 36 97 57 58 37 5 26 50 22 46 2566 169 145 19 17 7 48 43 3 7 103 76 624
internal_value=0.000273405 -0.00561323 -0.00128741 -0.00861047 -0.000855143 -0.0165823 0.00442696 0.000427487 0.00010457 -0.0120635 0.00676872 0.00347743 -0.00572344 -0.0137928 0.00509243 0.00041399 0.000613303 0.000473951 -0.00884231 -0.00521655 -0.0209827 0.00272573 -0.00761432 -0.0207183 0.000627094 0.000476808 -0.0202736 -0.0327762 0.000702987 -0.0149435
internal_weight=437.615 11.1623 10.0503 7.29412 6.04671 3.31848 1.97604 426.452 405.788 10.0628 20.6641 15.8888 8.39002 4.8051 3.58492 395.725 387.384 384.823 8.34144 7.48216 2.50651 4.97565 3.29439 2.42669 383.464 378.765 4.08402 3.15124 374.681 6.58975
internal_count=4633 330 312 301 201 152 79 4303 4172 235 131 95 138 83 55 3937 3490 3468 447 278 164 114 97 55 3422 3379 113 106 3266 700
is_linear=0
shrinkage=0.0385571


Tree=492
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 2 0 0 2 1 2 2 0 2 2 1 0 0 2 0 2 2 2 1 1 2 1 1 0
split_gain=2.41813 4.32026 2.63369 2.31201 3.26407 3.0249 1.96229 2.30446 2.73408 2.138 2.00559 2.56178 1.77472 1.74145 1.69194 2.02128 2.28594 1.63693 1.61103 1.56482 3.02213 1.49454 4.18256 1.59134 1.48156 4.51954 1.45388 1.38945 1.37358 1.23446
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 43.930205408700004 0.51017933595000009 0.4995209724000001 37.232443001650005 0.54504356155000011 0.54353163080000011 35.119813570500007 0.43584024430000007 42.081757894750005 49.960114208400007 0.55980359870000018 41.972095654800007 42.620627117000005 0.41861022125000008 0.55544744170000004 0.53866650695000018 40.806664626150003 0.55131582885000008 44.202975721700007 43.968221017800005 42.654057868200006 0.39431454150000006 0.39563186730000005 45.205561619650005 0.43643902880000007 0.46280051495000007 0.47847369840000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 21 29 -4 5 -5 9 8 14 27 11 19 -13 17 -8 -16 26 -12 -6 20 -9 22 23 24 -2 -26 -17 -3 -11 -1
right_child=1 6 3 4 18 -7 7 10 -10 28 13 12 -14 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=2.7887615018604111e-05 -0.0015806572122043807 0.00056341908490178754 0.00045488045958224076 -0.00096424413414953627 -0.0030637936091374579 0.001684388711458776 -0.00023924630193497345 0.00034245091924031294 0.0013684715299432896 -0.0027080992319852295 -2.8645124172392191e-05 -0.002604512424208907 0.00031216176238587273 -2.5568547015699487e-05 0.0016037167475283721 -0.00010971125774874445 -0.0012426131565869529 0.0016532668657064993 -2.945666730925356e-05 0.00048608341859018942 -0.0019870679949616091 -0.0023420543540755303 0.0019867639301249934 -0.0025341057945093655 0.0014445189678425157 -0.0013723574537536007 0.00165932711197448 -0.0023460296955145296 0.00034235200382974455 -0.0010485996293647347
leaf_weight=104.79363111319253 6.9771088883280887 4.3957681441679579 196.61116153001785 4.5597478635609132 2.8387352079153052 3.9017197489738464 20.071284048259258 5.6383581459522301 13.338796133175491 3.3727393279550597 5.0660984721034747 4.3106734417378894 1.3314854581840334 65.724164661834948 7.2101317942142513 4.6023438535630685 4.0027211122214785 6.3690601624548435 1.2198589630424974 8.4762037917971593 5.2386890761554241 3.022871632478199 2.5378700047731391 2.89285157714039 4.4941572993993741 7.2708582319319248 4.4612674931995571 0.97857379350170948 0.91508914454607282 5.465413309633731
leaf_count=1104 91 42 919 25 52 16 89 24 47 75 24 75 28 1090 25 25 25 21 10 36 66 185 11 68 16 108 16 212 64 44
internal_value=0.000132825 -6.25324e-05 0.00025069 0.00039629 -0.000523794 0.000257083 7.1498e-05 0.000131369 0.000501778 -0.000894161 -6.32964e-05 -0.000606919 -0.00191621 0.000112808 0.000215253 0.000665153 0.000147244 0.000908132 -0.00215179 -0.000225214 -0.00077951 -0.000878194 -0.000695135 -0.00100973 -0.000774445 -0.000296329 0.00076104 3.36593e-05 -0.00205709 -2.54726e-05
internal_weight=512.089 192.699 319.39 209.131 12.5201 8.46147 165.503 155.841 53.6865 9.66217 102.155 24.9954 5.64216 77.1593 40.3477 20.2765 13.0663 11.4352 4.05859 19.3533 10.877 27.1957 24.1728 21.635 18.7421 11.765 9.06361 5.37434 4.28783 110.259
internal_count=4633 2463 2170 1022 103 41 1984 1591 227 393 1364 229 103 1135 180 91 66 45 62 126 90 479 294 283 215 124 41 254 139 1148
is_linear=0
shrinkage=0.00220822


Tree=493
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 0 2 0 0 2 1 1 0 2 2 0 2 2 0 1 0 1 2 2 1 2 0 2 1
split_gain=3.40532 5.00421 3.8673 4.11749 2.47405 3.3162 3.77545 2.42077 2.93356 2.62752 2.40616 2.39427 2.12196 3.14295 2.07315 2.00152 4.57196 2.50069 7.81441 3.65757 3.3267 2.43257 2.86667 3.5918 3.12026 1.86451 1.7608 3.33021 3.2346 3.17376
threshold=0.39078171310000004 0.47880302985000006 0.5380527529500001 0.54504356155000011 40.300545846000013 0.52769378160000013 0.52925062125000011 43.930205408700004 0.51017933595000009 0.49688632075000011 40.467253020850002 0.43540612555000008 0.43837010870000009 0.57161462230000015 42.081757894750005 42.154118731400011 0.47787491390000009 41.16018805045001 40.806664626150003 0.41973294215000007 0.3453339720000001 0.47774018740000007 0.34518427590000006 48.109449608500007 42.720329370750001 0.42473279245000012 43.61821939175001 0.52432561900000019 41.404176814550006 0.39814676205000005
decision_type=2 2 2 2 2 2 2 2 2 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 4 -4 5 -2 -7 -3 9 -9 -6 14 13 -13 -5 17 21 18 19 -1 -19 22 -17 24 -24 26 27 -12 -29 -28
right_child=2 7 3 11 10 6 -8 8 -10 -11 25 12 -14 -15 -16 16 -18 20 -20 -21 -22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=-0.0021362081379313453 -0.0025520913143452961 0.00049784770320058559 0.00060501042809421601 -0.00034205015991789543 0.0017367909005209807 0.00071375592381095238 -0.0017545801903678106 -0.00078078514842714014 -0.0018277805313952761 0.0014056801999662979 0.001346470320612878 0.00012763327938185976 -8.0243977226048153e-05 0.0021595130391854583 -0.0017032894561156311 1.2901704682579884e-05 -0.0026020333492104996 0.00012277767554488969 -0.0033145249783910419 0.00026562171339496014 0.0016094305124095623 0.0014056567093724309 6.176037155141094e-05 0.001968662878477241 -0.0021134971595101037 -0.0022213574739614514 -0.0014367351106005545 -7.8076350119929335e-05 -0.0024170103230918031 0.00097262754059633375
leaf_weight=2.6123685142956665 4.8698982372879973 214.66025205329061 43.842008306644857 21.42924626450986 2.2028212323784855 4.6039573065936548 4.9374047555029392 4.5064444802701455 3.8039243798702946 3.9787818044424057 2.2717643212527099 9.2822702657431346 68.970065370755037 4.2747595040127626 5.3818190060555926 30.799134401837364 3.2268992606550446 15.896986724575983 2.7503546713851383 36.442463006358594 9.0995089765638095 3.4093052372336379 3.7005804888904086 1.3321924358606327 8.0513505269773287 1.9912960225483392 2.8679514192044717 4.3268411234021169 4.7895959634333849 7.8703167997300625
leaf_count=201 83 919 173 173 7 24 49 24 62 17 9 45 1379 20 103 313 35 109 40 218 33 10 24 3 162 103 108 36 91 60
internal_value=0.000162368 0.000279424 -4.54542e-05 9.73357e-05 -0.000582443 -0.00123552 -0.000563543 0.000449394 -0.000396969 0.000244464 -0.000224866 -0.00010623 5.91526e-05 0.000768319 -0.000615293 -4.93696e-05 -0.00034387 0.00017335 -0.000120004 0.000104964 0.000663966 -0.00018979 -0.000313741 -0.00108263 -0.00142853 -0.000404036 -0.000240484 -0.0007776 -0.00130691 0.000329141
internal_weight=538.183 344.271 193.912 153.18 40.7318 14.4113 9.54136 226.949 12.2892 8.48523 26.3206 109.338 82.5271 13.557 26.8111 117.321 50.5195 66.8017 41.8052 39.0548 24.9965 47.2926 43.8833 13.0841 11.7519 24.1178 22.1265 11.3882 9.11644 10.7383
internal_count=4633 2170 2463 1893 570 156 73 1022 103 41 414 1720 1444 65 276 1148 547 601 459 419 142 512 502 189 186 407 304 136 127 168
is_linear=0
shrinkage=0.00196078


Tree=494
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 1 1 0 1 2 2 1 0 1 2 1 0 0 2 1 1 0 2 2 1 2 0 0 2 1
split_gain=2.86791 4.22457 2.54423 4.15678 2.42663 3.16415 2.84589 5.34042 4.03895 3.47417 2.74901 3.55368 2.69882 5.45009 5.03041 3.70545 2.9782 2.78612 2.3371 2.25608 4.91669 2.24186 2.09952 7.9492 4.38853 2.1943 2.13317 2.04599 1.75128 4.1641
threshold=0.5485614203000001 0.43540612555000008 0.5541600551000001 0.55980359870000018 44.202975721700007 0.41861022125000008 0.41917906650000009 0.53998383280000006 0.42111014640000005 40.890797847750008 39.262923716450011 0.42802610700000004 0.5380527529500001 0.39078171310000004 43.968221017800005 0.40206880030000008 0.47938684470000009 0.53447501570000011 41.037275035300006 0.39563186730000005 0.39431454150000006 0.47961138885000004 41.489621506400006 40.806664626150003 0.40437412050000004 49.960114208400007 0.5641597557000001 0.48077901860000011 47.927946529500012 0.4172030777500001
decision_type=2 2 2 2 2 2 2 2 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 22 -3 -4 6 28 7 12 9 -8 -10 -12 13 16 15 17 -1 19 -9 20 -15 -18 23 24 -2 -24 -26 -23 29 -6
right_child=1 2 3 -5 5 -7 8 18 10 -11 11 -13 -14 14 -16 -17 21 -19 -20 -21 -22 27 25 -25 26 -27 -28 -29 -30 -31
leaf_value=-8.3899028136366434e-06 0.0013320460869007005 -0.0023501843189654334 0.0013848998227627869 -7.2910635545414532e-05 -0.00082712635119836474 -0.0024627960187318162 0.00041323079983914511 -0.0005146898573419788 0.0012346740298644669 0.0023411938585045249 -0.001931818256815187 0.00045652938303274501 0.0011060532825171022 -0.0012365494013493116 0.0022389960486843266 -0.0028362963008639001 0.0014058574847937385 0.00089728290927127666 -0.0025112210418411687 -0.0015831773500833779 0.0013225748903647374 -0.00031690948169000216 -0.0024667958867471084 0.0017713706936625753 -0.0025653555097914058 0.00034647067767411998 -5.1349639160916879e-06 0.0004463050927754087 0.00028288243899054013 0.0025568725294111585
leaf_weight=91.266659266781062 1.83497800678015 1.7709662206470955 8.7697176989167911 75.999438224069308 17.954681637231264 2.4581443130737162 6.3534059897065189 6.586507596075533 5.7725928090512779 9.1941965371370298 4.1441062446683627 6.3288457673043013 13.854038804769514 8.2275568898767322 2.3662810176610938 3.2008673083037129 9.0335659161210042 4.4380476288497439 3.6700890585780144 9.5059034191071969 4.7659403942525378 15.394782945513724 5.3984905323013654 4.2524500191211692 6.9623310817405564 1.4044294469058511 1.6108741657808421 170.41423020511866 20.936516236048192 1.5912680458277453
leaf_count=948 6 14 32 1393 328 92 22 34 24 24 23 36 44 105 6 35 40 21 27 149 17 71 80 11 90 28 24 786 119 4
internal_value=0.000121947 -0.00016926 2.82172e-05 7.79058e-05 0.000197287 -0.000254152 0.000249047 0.000195815 0.000822873 0.00155335 0.000123783 -0.00048853 0.000239774 0.000202106 -0.000575867 -0.000796873 0.000290491 -0.000554537 -0.0012291 -0.000840911 -0.000297877 0.000430491 -0.000965477 -0.000538325 -0.00148199 -0.00188601 -0.0020843 0.000383071 -0.000120041 -0.000551629
internal_weight=525.462 108.004 86.5401 84.7692 417.458 42.9406 374.518 342.724 31.7931 15.5476 16.2455 10.473 332.468 318.614 32.5046 30.1383 286.109 26.9374 10.2566 22.4994 12.9935 194.843 21.4636 14.6606 10.4082 6.80292 8.57321 185.809 40.4825 19.5459
internal_count=4633 1678 1439 1425 2955 543 2412 2283 129 46 83 59 2222 2178 333 327 1845 292 61 271 122 897 239 131 120 108 114 857 451 332
is_linear=0
shrinkage=0.00200494


Tree=495
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 2 0 0 1 2 2 2 2 0 2 0 0 2 0 2 0 1 2 2 1 1 0 2 0
split_gain=2.48335 3.9559 3.81616 2.41837 3.28672 3.62844 2.15203 2.2177 2.81994 2.12434 2.14126 1.97306 1.886 2.41919 1.87018 2.60613 1.80962 1.79622 1.79571 2.95679 2.5883 2.31005 1.74324 1.74151 4.48005 3.09638 6.67617 1.92481 1.73722 1.71546
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 43.930205408700004 0.51017933595000009 0.4995209724000001 37.232443001650005 0.54504356155000011 0.54353163080000011 0.43584024430000007 42.081757894750005 35.119813570500007 36.377496227400009 36.859113051050009 0.47847369840000004 40.518963363600001 0.55980359870000018 0.55544744170000004 41.873095646600007 0.47787491390000009 41.741384785950011 0.47774018740000007 0.43643902880000007 44.202975721700007 43.968221017800005 0.39563186730000005 0.39431454150000006 0.5132031975000001 49.960114208400007 0.47736594710000008
decision_type=2 2 2 2 2 2 2 2 2 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 12 -3 5 -5 11 8 -8 10 -9 22 -2 -14 18 -16 17 -11 20 21 29 -20 -4 24 25 26 -15 -27 -12 -1
right_child=2 3 6 4 -6 -7 7 9 -10 16 28 -13 13 23 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=-0.00012298839006149708 -0.0023914876233984742 0.00042286626053991461 0.00051438315982976237 -0.00093313418219221017 -0.0018474794298835231 0.0015446141419819645 0.00017751018650687822 -0.00023590031883422729 0.001172362971391388 -5.7196872719890413e-05 -0.0022037627197852619 -0.0017287134168786351 0.0024809154452707771 -0.0012889180948484639 8.4281446625324996e-05 -0.0024471230480236552 -1.0325361250540682e-05 0.0014478661683774332 -0.00025884751381058136 -0.0023836720967795387 0.0016826453971423225 0.0013656499028321684 -0.0020261621586888639 -0.0019983242383984079 0.0017542495377506132 0.00011393605111889657 0.0016388667315194554 -0.00217339253682274 0.00029063828107729758 0.00064168581211704529
leaf_weight=32.674564797605854 2.1228654664009836 201.75397887080908 4.3747317423112673 4.4654410127550346 3.9739891812205306 3.9616803750395775 40.270643807481974 19.500949941575531 13.516756065189837 4.9525459948927146 3.9984896583482614 4.4023244301788509 0.90620998665690677 7.2715131472796291 3.0728553533554068 2.7260824795812368 67.793208450835664 6.5302109196782112 48.969958390458487 2.2049540765583506 4.0905008628033093 3.3199409320950499 1.2287729847594162 3.0122270216234019 2.8087707608938208 1.6489838175475586 4.4650116302073002 6.296158991754055 1.3187914728187022 15.299803450703619
leaf_count=446 26 919 42 25 62 16 180 126 47 24 75 139 4 96 13 31 1090 21 553 27 16 10 212 185 11 24 13 120 28 52
internal_value=0.000122222 0.000222954 -4.52274e-05 0.000373213 -0.000434594 0.000231682 6.30669e-05 0.000116783 0.000427516 -4.37786e-05 -0.000524965 -0.000784519 -0.000682456 -0.000545077 -6.34388e-05 -0.00110573 0.000106862 0.000798728 -6.7176e-06 -0.000245854 0.00024358 -0.000155706 -4.27242e-05 -0.000652602 -0.000472365 -0.000790125 -0.00017508 -0.00169867 -0.0015851 0.000120879
internal_weight=522.933 326.514 196.419 214.155 12.4011 8.42712 167.887 157.882 53.7874 104.094 24.8182 10.0058 28.5317 26.4089 112.359 5.79894 79.276 11.4828 106.56 54.4949 52.0649 52.2899 5.6035 25.5027 22.4904 19.6817 11.7365 7.94514 5.31728 47.9744
internal_count=4633 2170 2463 1022 103 41 1984 1591 227 1364 229 393 479 453 1148 44 1135 45 1104 590 514 563 254 449 264 253 109 144 103 498
is_linear=0
shrinkage=0.00188464


Tree=496
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 0 2 0 2 1 0 0 1 1 0 0 2 1 0 0 0 1 0 2 0 1 1 1 2
split_gain=0.290801 3.68313 1.41227 4.35783 1.7751 0.92377 3.25043 0.897138 1.30239 1.29764 4.01878 2.07468 1.15641 1.50796 0.785653 1.00456 0.725072 0.723102 1.22354 1.93021 1.59433 0.899072 1.48744 0.620594 3.57676 2.71785 1.56265 1.8445 4.80959 1.29984
threshold=42.783136484500005 42.844429421150004 42.684965421050009 0.34626208795000007 0.34584293880000011 42.580420142950011 0.49588335680000006 42.477827694800006 0.48271009850000007 42.243697547450004 0.34626208795000007 0.47774018740000007 0.57927906350000014 0.47447681205000009 0.47634801355000006 0.62143349005000015 0.63528038085000016 42.027798546600003 0.40206880030000008 0.49194634890000005 0.48077901860000011 0.57161462230000015 0.43967246490000006 0.47774018740000007 43.564719632750005 0.47787491390000009 0.34488488370000009 0.34566330350000002 0.34569324270000007 44.131787411600008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 7 -7 9 -9 12 11 -11 17 -14 -15 -16 -17 21 19 20 -19 -1 -23 24 -3 -25 -27 -28 -29 -26
right_child=1 23 3 -5 -6 6 -8 8 -10 10 -12 -13 13 14 15 16 -18 18 -20 -21 -22 22 -24 25 29 26 27 28 -30 -31
leaf_value=0.00051289520079294247 -0.062831783262406002 -0.03449747390261982 0.006410317452674323 -0.031004761687251595 0.039047374103151573 -0.045689815186031241 0.006265600277626863 -0.008831995842464465 0.018539941198116083 -0.012010166748232668 0.0037359000877925865 -0.058137639457991726 -0.037425515958727937 0.035401282129979866 -0.037753301378226342 0.019857755106188472 -0.039535020323109023 -0.0031519210574779861 0.025865993253391624 -0.019006437119540396 0.029615739686077659 0.02949787671078636 -0.0052365025227198376 0.038369796656125672 0.019325192499413182 -0.038421642324341192 0.014199509811523965 -0.068108076069657547 -0.00023587828064818283 -0.0032688056032937327
leaf_weight=257.84740287183376 1.211602615774608 4.4055238990404204 3.6976632513105852 2.2072518398053935 4.9073225259780884 2.3983188366401 4.1781669934280217 3.0622724675922637 7.8085084374761209 2.3753876448608926 9.2849497164133918 2.5673504574224353 2.26931267560576 0.64837924361927468 0.9397212038165893 1.3347634875099172 0.32304635741093068 3.8227492807200161 3.9481520429253569 3.5064438562840223 3.6950704678893089 3.5173847931437185 2.8034767378703691 2.3971202671527854 3.850684909499253 1.3216299451887596 10.887517824769018 1.3468023687601078 69.302225125720724 19.734139371896163
leaf_count=1864 17 127 20 28 60 34 38 27 41 32 87 25 181 8 140 57 231 33 20 26 10 23 50 6 54 10 46 14 1096 228
internal_value=0.000403293 -0.00113997 0.000943234 0.0135852 0.0250228 0.000511131 -0.0126815 0.000791229 0.0108293 0.00042613 -0.0100579 -0.0359696 0.000950144 -0.0151799 0.000372666 -0.00837096 0.00828428 0.00126884 0.00887373 0.00278823 0.0129537 0.000837813 0.0140922 -0.000479939 -0.00507572 0.00102891 -5.13743e-05 0.000570571 -0.00152975 0.000420108
internal_weight=441.6 114.457 327.143 10.8122 8.60499 316.331 6.57649 309.754 10.8708 298.884 14.2277 4.94274 284.656 5.51522 3.24591 2.59753 1.65781 279.141 14.9724 11.0243 7.51782 264.168 6.32086 113.246 27.9903 85.2553 82.8582 81.5365 70.649 23.5848
internal_count=4633 1598 3035 108 80 2927 72 2855 68 2787 144 57 2643 617 436 428 288 2026 89 69 43 1937 73 1581 409 1172 1166 1156 1110 282
is_linear=0
shrinkage=0.0355722


Tree=497
num_leaves=31
num_cat=0
split_feature=1 0 2 1 2 1 1 2 2 2 0 0 1 1 2 0 1 1 2 1 0 2 0 0 2 2 2 0 2 0
split_gain=0.290412 1.86629 1.79048 1.40469 1.61743 3.35463 1.7256 2.90486 2.37735 1.34638 4.61436 3.50411 1.85797 3.42364 1.78279 1.26949 1.21373 2.84309 4.24062 2.59872 3.8877 2.24849 1.35458 1.33802 1.15674 2.61515 2.96419 2.95445 2.22809 2.82164
threshold=0.39078171310000004 0.5380527529500001 36.377496227400009 0.42473279245000012 43.61821939175001 0.40206880030000008 0.39814676205000005 44.701063782750005 48.823707093150006 41.404176814550006 0.52468488970000016 0.52688542260000015 0.3975479776000001 0.39995808510000008 40.300545846000013 0.53866650695000018 0.41917906650000009 0.40437412050000004 40.542362378300005 0.42039160505000012 0.53998383280000006 41.037275035300006 0.53998383280000006 0.54191491270000014 40.806664626150003 40.890797847750008 41.087689990200012 0.55688452445000014 39.476991512000005 0.55688452445000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 8 -8 -6 11 -11 14 -13 -14 -4 -3 17 -17 22 21 -21 -18 -19 -22 28 -26 -27 -28 -25 -30
right_child=1 15 3 -5 6 -7 7 -9 -10 10 -12 12 13 -15 -16 16 19 18 -20 20 23 -23 -24 24 25 26 27 -29 29 -31
leaf_value=0.0010651242936127591 -0.041938894541968086 0.01750153597285016 -0.049464239946098228 -0.040142171835895787 -0.042589473984247936 -0.048397749226473226 0.042474916298809 -0.0039181246414838836 0.044989784769624751 0.023700121969882994 -0.043055160729333034 0.024943645636274762 -0.04061705147771507 0.021208850310275723 0.0016336862904392428 0.0064777065013935948 0.0021935550919940103 0.016223604057427728 -0.054341624138312554 -0.068269139829558803 0.023544049574688464 0.036369689400293642 -0.016203363625182675 0.001758409356742866 0.027801453469682845 -0.04393582748350245 0.018376278751121737 -0.0023556260979495794 -0.042916527665832489 -0.0056192835589807854
leaf_weight=276.62928474899672 1.8744962522760023 5.7318607568740836 2.1677603311836822 1.4726666210335668 1.5433538614306583 2.5174024510197333 3.0622329413890839 3.8477376475930214 0.52473841444589187 2.0276984535157672 3.6871265331283212 5.7989102620631439 1.9791690614074466 2.6424465402960777 1.4328850694000719 9.5112939076498169 4.8228396652266365 2.4432566687464696 3.2170832082629204 1.0385258570313443 3.1800787858664981 4.9065462257713079 4.8752016329672188 20.67014762402323 4.9649573161732397 1.8068961102544552 11.285635310225187 37.680391795438481 3.7804624661803228 7.9556989232369233
leaf_count=2170 33 23 37 103 102 30 8 52 6 8 89 28 46 9 19 83 22 9 44 11 12 21 49 563 27 32 53 766 25 153
internal_value=0.000364605 -0.000828284 -0.00815461 -0.0062182 -0.00461858 -0.00975645 0.00811638 0.0166415 -0.0203679 -0.00482761 -0.0193695 0.00109944 0.0115446 -0.00526759 -0.0291297 0.00115289 0.000385663 -0.0076105 -0.0203291 0.00195579 0.000115222 0.0194286 -0.00537767 0.000892879 7.56664e-05 0.00318047 0.000772845 0.00242264 -0.0052645 -0.0176335
internal_weight=439.079 162.45 34.5786 32.7041 31.2315 22.2534 8.97806 6.90997 2.06809 19.736 5.71482 14.0212 10.4205 4.62162 3.60065 127.871 122.139 20.0468 10.5355 102.092 92.3628 9.72939 7.31846 91.3243 88.1442 55.7379 50.7729 48.966 32.4063 11.7362
internal_count=4633 2463 570 537 434 266 168 60 108 236 97 139 83 55 56 1893 1870 185 102 1685 1642 43 58 1631 1619 878 851 819 741 178
is_linear=0
shrinkage=0.0355447


Tree=498
num_leaves=31
num_cat=0
split_feature=2 0 2 1 0 1 1 2 1 0 0 2 1 1 0 1 0 0 0 0 0 1 2 2 1 2 2 0 2 1
split_gain=1.89424 3.08255 2.19976 2.00455 5.81976 3.28868 1.98096 2.76604 3.14154 2.86638 5.52615 3.16905 2.49089 2.17697 3.08082 1.83022 1.73214 2.82398 1.881 1.60057 6.20943 4.23937 3.82217 3.38568 2.67303 2.58183 2.49589 1.83883 1.7651 2.61769
threshold=42.081757894750005 0.57927906350000014 42.027798546600003 0.3584174126500001 0.49194634890000005 0.36476452800000009 0.34515433670000012 40.250747516500006 0.34569324270000007 0.48588365620000007 0.48185683060000012 41.319407281650008 0.35331277505000008 0.34491482290000003 0.47787491390000009 0.47447681205000009 0.48458129995000004 0.47943175355000006 0.47847369840000004 0.48104847160000008 0.48389269780000005 0.36042334060000009 42.431220712750012 42.206017975500011 0.34587287805000005 43.477771593600004 43.968221017800005 0.48735067810000005 43.895345911700005 0.34479506600000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 8 -8 10 -9 -12 -10 16 -15 -3 17 18 -1 21 -21 22 -2 -22 28 -26 -27 -25 -24 -30
right_child=19 15 -4 5 -6 -7 7 9 12 -11 11 -13 -14 14 -16 -17 -18 -19 -20 20 23 -23 24 27 25 26 -28 -29 29 -31
leaf_value=0.00016924577897864515 -0.0019945646015091757 -0.0019670732599135063 0.0011969414447561685 -0.0012310765447531365 0.0018680218206658117 0.00012163963799474425 0.0005248205424307963 0.00084818267967397992 -0.002410783356278156 0.0015627671532580311 0.0004280640695481129 -0.0015322772984769197 -0.00013236356507322035 0.00033628404460373559 -0.0015410133798818093 -0.00015678134222722647 -0.0011237294633577412 0.0011872855842352747 -0.0015326711201072683 0.0010923386902812712 -0.0027432737044974487 0.0012595649999182503 -0.0005153393273380619 -0.0011142264675142043 -0.0029816467857397195 0.0017477676810779463 -0.0014507676181278106 1.6371249070364308e-05 -0.00016562830275405497 0.0011529128370183319
leaf_weight=30.853790387627669 4.82049442292191 3.3983109724940723 7.8122410401701918 6.3713014232926062 8.3282141610980016 165.96009930025321 8.476743409293702 33.912023765034974 3.0208918265998355 10.110442124307154 5.1621194258332235 6.192593090236187 3.5787319098599255 5.5179673729580809 6.4999161809682846 4.343608948358451 3.1247825324535361 9.5423155948519689 2.388666257262229 18.061555348336697 1.6007030783221115 5.63476404454559 21.421497785719112 5.1525980662554494 2.271117504220455 1.1754144728183744 2.8580161705613136 104.81105363578536 18.319405477959666 7.1452166736125937
leaf_count=327 58 180 30 56 46 1004 36 139 26 42 18 32 32 81 39 428 16 29 14 103 26 39 229 33 26 4 72 1276 166 26
internal_value=0.000114272 0.0002005 0.000228646 0.000204168 0.000371244 7.16281e-05 0.000274146 0.000482263 -0.000219392 0.000673288 0.000474621 -0.00064106 -0.00117528 2.10267e-05 -0.000679059 -0.000951408 0.00020429 0.000301282 4.6953e-05 -3.05472e-05 8.72734e-05 -0.000270509 -0.000419129 -7.54402e-05 -0.000276353 -0.00140591 -0.000518657 -3.66055e-05 -0.000124466 0.000204346
internal_weight=517.867 324.595 316.853 309.041 136.709 172.331 128.381 70.4535 15.0764 55.3772 45.2667 11.3547 6.59962 57.9274 12.0179 7.74192 45.9096 42.7848 33.2425 193.272 129.626 63.6459 58.0112 111.564 53.1907 6.30455 4.03343 109.964 46.8861 25.4646
internal_count=4633 2575 1967 1937 877 1060 831 325 94 231 189 50 58 506 120 608 386 370 341 2058 1438 620 581 1335 523 102 76 1309 421 192
is_linear=0
shrinkage=0.00184769


Tree=499
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 2 0 2 0 2 2 0 0 0 0 0 2 2 0 2 0 0 1 1 2 2 2 0 1 2
split_gain=2.06428 2.95039 2.47255 2.04404 2.25717 1.74224 3.31885 2.02562 4.25426 1.87323 1.55036 1.53986 2.6747 2.83037 1.40736 1.47211 1.10378 2.16841 3.24277 1.04625 3.60417 1.19665 1.13982 2.01656 1.02933 2.52832 2.3709 2.1496 2.83583 2.41362
threshold=42.783136484500005 42.982930821650008 0.58887458460000019 0.41973294215000007 41.243661560350013 42.684965421050009 0.48368312325000012 42.620627117000005 0.49588335680000006 42.720329370750001 42.498713093000006 0.48001556840000009 0.48149755995000004 0.50386215985000016 0.62143349005000015 0.63528038085000016 43.067541470150012 43.157831852650006 0.50386215985000016 43.521589032450009 0.47880302985000006 0.47697673720000006 0.39712882845000003 0.44844465735000011 47.74983977685001 49.064150740050003 45.700098835450007 0.39614083410000006 0.31100865245000009 49.960114208400007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 3 4 -1 7 9 -5 -9 -7 14 -2 -13 -14 -4 -16 -3 18 -18 20 21 -19 -22 -24 26 -26 -21 -27 -29 -30
right_child=1 16 10 5 -6 6 -8 8 -10 -11 -12 12 13 -15 15 -17 17 19 -20 24 22 -23 23 -25 25 27 -28 28 29 -31
leaf_value=-0.0023992893414140899 -0.0031075716097818877 0.00085398161766098678 -0.0023285554701224656 0.00024607407195153673 0.0011313556305629897 0.0022427477923353581 -0.00082600314846999071 -0.0029836231906151256 0.00081336674888128103 0.00025133900986722683 0.0016960123677658989 0.0010109028529334484 -0.0034302091152301002 -0.00025445148549265275 0.0008322535248832402 -0.0023475769831263369 -0.0030705836775368075 -0.0027506090231570945 8.4173595169479424e-05 -4.900073975672365e-05 0.0012814819658950589 -0.00015470391319473612 -0.0015757623019145486 0.0012413633659750334 0.00061808838676871898 -0.0028695698826173986 -0.0011627245541653759 0.0016418442817168653 -0.0021389331810336555 -9.6095794354094554e-05
leaf_weight=2.6694061648449856 1.6800414565950612 6.432133069029077 3.3950658612884572 342.6029488213826 1.1963160124141721 6.9351194798946363 3.3666618913412085 2.6770192049443713 2.7080857418477535 3.1265019420534372 0.83868199074640859 2.4091778174042702 2.371054869145155 2.7832307417411357 1.8628903125936633 1.0322699078533331 2.6517595220357171 1.7782626575790375 3.382691296050325 43.091064012609422 10.840841248631476 1.4881108701229093 2.040928551927208 2.6833922867663205 24.47904852218926 1.5133349411189581 10.932763897813855 3.0758680701255825 3.5662737633101633 10.143813580158165
leaf_count=217 32 40 225 2049 51 60 25 26 14 19 24 7 20 33 67 258 55 42 29 556 36 8 21 23 132 16 219 10 67 252
internal_value=0.000131393 -9.2426e-05 0.000213937 0.00023825 -0.00130667 0.000254775 0.00100971 0.000225643 -0.00107418 0.00162395 -0.00103187 -0.00125784 -0.000846962 -0.00171535 -0.00139558 -0.000301516 -8.33191e-06 -5.39192e-05 -0.00130214 1.12205e-05 0.000471861 -0.00156795 0.000899919 2.4352e-05 -7.83908e-05 0.000169125 -0.000274384 -0.000431455 -0.000211647 -0.00062748
internal_weight=509.755 137.344 372.411 365.282 3.86572 361.416 13.4283 347.988 5.3851 10.0616 7.12891 9.2435 7.56346 5.15429 6.29023 2.89516 128.1 121.668 6.03445 115.634 18.8315 3.26637 15.5652 4.72432 96.8022 42.7783 54.0238 18.2993 16.786 13.7101
internal_count=4633 1598 3035 2461 268 2193 104 2089 40 79 574 92 60 53 550 325 1506 1466 84 1382 130 50 80 44 1252 477 775 345 329 319
is_linear=0
shrinkage=0.00213593


Tree=500
num_leaves=31
num_cat=0
split_feature=1 1 0 2 0 0 2 0 0 0 1 0 0 1 2 1 2 2 1 2 1 1 2 2 1 2 2 2 0 2
split_gain=0.286241 0.475683 0.490422 0.699493 0.291544 1.56941 4.12876 1.34536 1.33537 1.07666 2.512 1.44208 1.04759 0.953629 1.49358 0.909228 2.13117 4.14876 1.62765 2.65615 2.28467 3.05109 2.69947 1.22174 0.930976 1.96645 2.27566 2.14251 1.89977 1.37775
threshold=0.50634711535000021 0.51869704500000013 0.68131193680000013 48.109449608500007 0.47880302985000006 0.47787491390000009 39.571921479100006 0.47736594710000008 0.47847369840000004 0.47961138885000004 0.34587287805000005 0.47938684470000009 0.48077901860000011 0.34521421515000011 41.835830569250014 0.34545372890000009 41.489621506400006 42.876019054300009 0.34575312120000007 41.184662530950007 0.3459626957000001 0.34614233110000009 42.684965421050009 41.16018805045001 0.3584174126500001 41.319407281650008 43.157831852650006 39.852039223600009 0.49688632075000011 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=4 -2 3 -3 5 7 -7 -1 -8 10 11 -6 13 -11 -15 16 23 -18 19 -17 22 -22 -20 -14 25 27 -27 -23 29 -26
right_child=1 2 -4 -5 9 6 8 -9 -10 12 -12 -13 15 14 -16 18 17 -19 20 -21 21 24 -24 -25 28 26 -28 -29 -30 -31
leaf_value=-0.0014330619689237225 -0.0404349485525251 -0.036705052815660784 -0.037235414522961731 0.021391984532201026 -0.014695564677895571 0.028751502323552437 -0.013454353079050371 0.011162745530912996 -0.040120000807109812 -0.022865837549701739 0.033303328685264422 0.013632240411798729 0.0083113394851578905 0.010205843713915223 -0.017644745839023025 0.0094191328190891266 -0.02167946806553803 0.016594713333757415 0.0028526575239578673 -0.02617204242094557 -0.046465761612031524 -0.0042639821142933 0.039664220869879217 0.031582288892127608 -0.0029496146876336901 -0.0083898442387626473 0.018234885192555433 0.032533438963458366 0.00030739782607850334 -0.043921403941439036
leaf_weight=67.305750319152139 0.58411380561301429 0.36150243294105155 0.42527649510157051 1.0943728347774593 4.4526809724047762 2.5932736843824378 7.8035368695855123 13.319328062236307 3.5978362467139959 4.4647265598177901 4.443558618426322 5.0050006434321404 6.5914712175726908 5.4137519150972349 4.7315398827195168 4.4021854773163778 7.1408596783876401 7.7370177395641804 6.7324854061007482 7.3232972621917725 1.8172880932688702 3.0984842255711573 4.2679926156997681 5.3667471185326576 2.098007593303918 13.102262411266567 6.2017724495381108 6.2795452475547791 228.74447852739104 2.2095098053105175
leaf_count=1000 153 217 170 14 24 10 51 54 40 22 27 20 31 23 28 16 38 32 27 44 10 25 59 24 10 67 28 45 2282 42
internal_value=0.000414018 -0.01189 -0.00302661 0.00696615 0.00048355 -0.00129518 -0.0124888 0.000647776 -0.021869 0.000976203 0.0108465 0.000295496 0.000557528 -0.00892022 -0.00278306 0.000999764 0.00737297 -0.00177555 0.00040233 -0.0128098 0.000966589 0.000291734 0.0171349 0.0187551 0.000616383 0.00677239 0.000163835 0.0203756 -0.000141245 -0.0239658
internal_weight=438.71 2.46527 1.88115 1.45588 436.244 94.6197 13.9946 80.6251 11.4014 341.625 13.9012 9.45768 327.723 14.61 10.1453 313.113 26.8361 14.8779 286.277 11.7255 274.552 263.551 11.0005 11.9582 261.734 28.6821 19.304 9.37803 233.052 4.30752
internal_count=4633 554 401 231 4079 1155 101 1054 91 2924 71 44 2853 73 51 2780 125 70 2655 60 2595 2509 86 55 2499 165 95 70 2334 52
is_linear=0
shrinkage=0.0362108


Tree=501
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 1 0 0 2 1 2 2 0 1 1 2 0 0 2 2 0 0 1 1 0 2 1 1 0 2
split_gain=2.35627 3.4459 2.14265 3.16482 3.06203 2.19558 3.93374 2.84497 2.96148 2.47773 2.28498 2.24068 2.13567 6.43316 3.21947 2.7662 2.41091 2.2368 3.41251 3.41221 2.09779 3.21121 1.99909 4.33911 1.97748 1.96513 3.96382 3.10964 2.44454 2.7207
threshold=0.5485614203000001 0.43540612555000008 44.202975721700007 0.41861022125000008 0.41973294215000007 0.41917906650000009 0.53998383280000006 0.54284302865000023 41.542492784600007 0.42111014640000005 41.037275035300006 43.895345911700005 0.5380527529500001 0.39078171310000004 0.40206880030000008 43.61821939175001 0.53447501570000011 0.47880302985000006 42.759119507950011 43.477771593600004 0.5541600551000001 0.55980359870000018 0.39563186730000005 0.39431454150000006 0.47847369840000004 47.927946529500012 0.4172030777500001 0.3584174126500001 0.47774018740000007 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=2 -2 4 25 -1 6 11 -7 9 -9 -8 12 13 15 16 17 22 18 24 -20 -3 -22 23 -15 -6 26 27 28 29 -4
right_child=1 20 3 -5 5 7 10 8 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0012972541081386593 -0.00084334533748965754 -0.0020085792236855414 -0.0025927084598345849 -0.0023918337794922766 0.00026663448795006444 -0.00014479176840611143 -0.00031177507308752781 0.0014743406696681493 0.0020781240770514926 -0.00017762384862942554 -0.0022618016628725775 0.0011399435864041228 0.00098056826872283307 -0.0010929750134633263 -0.0025731638887826532 -0.0010792523997102297 0.00084137767883221324 0.00042863128315782836 -0.0018768620337501476 0.0011474117694666068 0.0012168753689294556 -3.6306490120394669e-05 -0.0014093849654013108 0.0012524262166758665 -0.0009665563128354414 0.00031797065248686396 0.00243277627602805 -0.0016052182352882479 0.0012090523606431366 9.0340664583814866e-05
leaf_weight=4.6803493001498273 19.875648732297122 1.7995061520487059 2.0295472657308036 2.3036660924553862 64.587823673849925 8.9917435646057147 6.5935237724333984 6.3103495538234728 7.9045723378658286 7.1643611490726471 3.3481270596385002 10.332128979265688 13.414545252919195 7.8257504925131887 2.9407260501757255 5.3586445823311797 4.4248752929270259 188.76039213314652 5.9183712620288125 1.7973211305215953 8.3964688805863243 75.4992364217469 8.9678101688623411 4.6451136767864227 5.1914134789258233 22.146709261927754 1.562605483457445 8.6007667602971178 3.7089169546961784 4.4785459246486425
leaf_count=344 239 14 28 92 391 59 34 17 24 29 27 38 44 105 35 35 21 886 105 9 32 1393 148 17 44 119 4 231 12 57
internal_value=0.000134164 -0.000122194 0.000199537 -0.000197315 0.000247731 0.000267571 0.000222587 0.00076243 0.00114399 0.000596009 -0.000968501 0.000259116 0.000230117 0.000196607 -0.000667219 0.000288215 -0.00045051 0.000315736 4.07491e-05 -0.00117238 4.50654e-05 8.91147e-05 -0.000717152 -0.000219366 0.000174888 -7.84392e-05 -0.000509205 -0.000753504 -3.65229e-05 -0.000746368
internal_weight=519.56 105.571 413.989 44.8308 369.158 364.478 334.107 30.371 21.3793 13.4747 9.94165 324.165 313.833 300.418 28.8043 271.614 25.8635 266.255 77.4949 7.71569 85.6952 83.8957 21.4387 12.4709 69.7792 42.5271 20.3804 18.8178 10.217 6.50809
internal_count=4633 1678 2955 543 2412 2068 1939 129 70 46 61 1878 1840 1796 326 1470 291 1435 549 114 1439 1425 270 122 435 451 332 328 97 85
is_linear=0
shrinkage=0.00192234


Tree=502
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 2 0 2 0 2 2 1 0 0 1 0 2 2 1 0 1 1 0 0 0 1 1 2 0
split_gain=0.302972 1.48211 1.14306 0.706015 0.837227 0.504368 1.45177 2.84469 0.702747 4.96646 1.12356 1.10502 0.51472 0.511854 1.69605 2.01923 1.24084 1.7913 1.42826 1.75254 0.880837 2.96469 1.15011 0.821762 2.15153 1.41123 0.905153 3.94338 1.43537 1.17507
threshold=42.783136484500005 42.982930821650008 42.759119507950011 0.34614233110000009 0.38334181610000007 43.067541470150012 43.157831852650006 0.50386215985000016 43.564719632750005 0.47774018740000007 43.735142172100005 43.384297312450009 0.37447980600000008 0.58887458460000019 0.55788748840000013 0.48522499325000007 0.61797550970000004 46.645430295100006 46.095286511800005 0.50214065445000011 0.55348642255000013 0.42111014640000005 0.41347564445000012 0.50913146310000013 0.52366695610000014 0.4995209724000001 0.34575312120000007 0.3465914194000001 48.96897326980001 0.39614083410000006
decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 -7 9 -8 -10 12 -11 14 20 -16 17 -15 -18 -20 21 22 23 25 -25 26 28 -28 29 -12
right_child=1 5 -4 4 -6 6 8 -9 10 11 13 -13 -14 16 15 -17 18 -19 19 -21 -22 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=0.00078137080210306656 -0.025964846725126407 0.010692011364199174 0.024525704509196968 0.0089416168533159937 -0.024416232075575868 -0.050080671414827894 -0.046006256666771717 0.0032664944909021405 -0.018848046810621591 0.012524441836451239 0.026305368188271436 0.025821884271763004 -0.0048006998942012324 -0.012028170797801246 -0.039757088577096457 0.0045541939516032647 0.022764707927066259 0.025719769590544554 -0.045250818045271743 0.0010717744953185342 0.022777907247055564 -0.044200340132682203 0.019526371099316688 -0.045613651274712917 -0.0023000374035108202 0.023683184878988316 -0.059905111747038928 0.0032720410691390489 -0.01252336547182808 0.003581362502037058
leaf_weight=321.52823545775755 4.1475934603367914 5.212547591130714 2.5591218123445278 2.2610579365864401 1.6153426402888724 2.1408521402627221 1.9660825550672623 3.0139763049082831 4.1932719297474241 5.8565147519111616 3.4746937839081609 5.8515431849518782 3.3907103519886732 2.1732147650327516 2.9855154131073496 2.2647373131476343 1.5714063993655143 5.7122886606957763 1.6546589937061069 2.6782866251887754 2.1195974219590417 1.8739957879879501 3.9240287214051923 1.6822549521457393 9.8166600510012341 3.470449016429483 1.6107358876615752 5.335492430254817 5.7122107660397878 15.842479211743919
leaf_count=3018 47 40 17 13 32 55 56 29 48 23 54 36 31 22 134 51 71 63 26 108 21 101 29 45 173 21 19 95 44 111
internal_value=0.000417728 -0.00115526 0.000968865 -0.0158169 -0.004959 -4.04445e-05 -0.000598118 -0.0188891 0.000392699 0.00689825 -0.00102884 0.0137872 0.00617178 -1.77674e-05 -0.00142832 -0.0206431 0.00613113 0.0153166 -0.00613641 -0.0166178 0.000410496 -0.000488389 0.00112194 -0.000416443 -0.00863668 0.00225025 -7.59549e-05 -0.0113779 0.00306059 0.00766886
internal_weight=437.64 113.552 324.087 8.02399 3.8764 105.528 100.316 5.15483 95.1608 17.0649 78.096 15.0988 9.24723 73.9027 60.1129 5.25025 13.7899 7.8855 5.90435 4.33295 54.8626 52.743 50.869 46.945 11.4989 35.4461 31.9756 6.94623 25.0294 19.3172
internal_count=4633 1598 3035 92 45 1506 1466 84 1382 146 1236 90 54 1188 898 185 290 85 205 134 713 692 591 562 218 344 323 114 209 165
is_linear=0
shrinkage=0.0353875


Tree=503
num_leaves=31
num_cat=0
split_feature=1 1 0 0 0 1 2 2 1 0 2 2 0 2 0 1 0 2 1 0 0 0 1 0 2 0 1 1 2 2
split_gain=2.93206 4.79786 2.71416 2.27119 2.03229 2.71414 1.59089 2.07742 3.30439 7.09264 2.98581 2.66687 3.69792 2.81244 2.6439 2.60338 2.55066 2.27361 2.22952 2.14164 2.10678 5.16749 2.66788 1.89783 2.93847 2.25539 2.19943 1.57462 1.54614 2.56433
threshold=0.39170982905000007 0.39394030120000006 0.47880302985000006 0.5116313883000001 0.47847369840000004 0.34515433670000012 37.232443001650005 42.546237522150008 0.39563186730000005 0.53499895210000015 43.276780833950006 41.835830569250014 0.57299182660000014 41.600558339100012 0.57927906350000014 0.45628873390000008 0.52507409960000018 42.388109226950007 0.39670967935000007 0.62143349005000015 0.54284302865000023 0.54504356155000011 0.44922307715000004 0.56685428580000019 41.542492784600007 0.54191491270000014 0.43837010870000009 0.46187239905000005 40.858951393400005 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 -3 -1 -6 -5 8 -8 16 20 13 -13 14 23 -15 -10 -14 -12 -16 -9 -22 -23 24 25 -11 -25 -24 29 -27
right_child=1 3 -4 6 5 -7 7 10 9 11 18 12 17 15 19 -17 -18 -19 -20 -21 21 22 27 26 -26 28 -28 -29 -30 -31
leaf_value=5.4252470277226363e-05 -0.0021475520144187085 -0.0021708227416811863 0.00036248471791313405 -0.00066406386620049371 -0.0026719454877093454 1.8510791609927783e-05 0.0016170588163231881 -0.0029159370557463528 0.0005884611612513329 0.00065735123078853762 -0.0021269714885690403 0.0013217720826337101 -0.0024421702014323578 -0.0028922283517843735 -0.0020489339106834143 0.00072356060185289558 -0.0022918041136399093 0.00052689920059077451 4.2412769529649793e-05 0.00043682527354219335 0.0018992211396311946 -0.0028318084183314453 0.0006288413558346238 0.0019760708868686752 0.0015869778719622321 0.00031845836081040519 0.00036228000870204563 -0.0021031495473421229 0.00039892940662856341 -0.00087067284685527716
leaf_weight=103.87347192305606 3.9583150984253725 1.7787169693037856 221.57673381082714 12.149174640013369 2.4038324635475865 3.2377971149981022 5.8004683256149283 2.0267166867852202 1.4112563095986832 14.284487955272196 1.8088073348626483 15.451922833919527 1.6940119692590081 2.1188674420118327 3.3746942317811763 1.1198881412856279 5.7014199458062649 2.1575995159801096 47.936743424856104 2.0498814038001001 2.0695361793041211 3.194699689745903 2.1042903810739522 4.7523295581340781 4.6820262819528571 10.234994258731605 8.9768000347539765 1.2299085254780946 10.559358514845369 19.169347550719976
leaf_count=1104 91 52 1055 418 24 20 16 24 9 48 86 55 75 19 154 37 89 17 703 122 5 35 8 17 17 65 55 56 40 117
internal_value=0.000131065 -5.76562e-05 0.000240388 -1.36157e-05 -6.64367e-06 -0.00112786 7.00708e-06 5.38874e-05 0.000206758 0.00013083 -0.000233617 0.000261677 0.000902617 0.000109537 0.000182186 -0.00164197 -0.00172032 -0.000778954 -3.64686e-05 -0.0011096 -0.00115664 -0.000741959 -0.00157916 0.000278627 0.000128997 3.16238e-06 0.000920893 -0.000378927 -0.000230669 -0.000456763
internal_weight=522.888 191.796 331.092 187.838 109.515 5.64163 186.059 173.91 113.539 107.739 60.3707 100.626 19.3035 81.3227 78.0839 3.23876 7.11268 3.85161 49.7456 5.42458 10.6252 8.59843 6.5289 72.6593 58.9302 54.2482 13.7291 3.3342 39.9637 29.4043
internal_count=4633 2430 2203 2339 1148 44 2287 1869 952 936 917 838 147 691 635 56 98 92 789 276 128 104 99 359 287 270 72 64 222 182
is_linear=0
shrinkage=0.00191816


Tree=504
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 2 0 2 2 0 0 0 2 2 2 0 0 1 1 0 1 1 2 1 2 2 2 1 0 1
split_gain=1.81382 2.66075 2.15211 1.97648 3.27436 1.93358 2.89802 1.88857 3.01087 3.29158 2.18313 6.20747 6.62807 1.91595 1.8193 2.67006 2.65934 1.96385 3.32371 2.44439 2.97446 1.7998 1.70647 1.66735 2.15459 3.01778 2.07765 1.94228 4.29635 3.08226
threshold=0.52324780695000006 0.47880302985000006 0.38045268105000002 0.47847369840000004 0.34515433670000012 43.521589032450009 0.50913146310000013 42.684965421050009 42.123054668150012 0.48735067810000005 0.48389269780000005 0.50291907430000016 43.157831852650006 42.409092016550012 38.238138001450004 0.52863686715000002 0.52925062125000011 0.38976377950000002 0.39995808510000008 0.5485614203000001 0.42111014640000005 0.3465914194000001 36.165040341950011 0.39563186730000005 43.61821939175001 43.663128814500006 49.960114208400007 0.39431454150000006 0.52769378160000013 0.39170982905000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 21 8 -3 -10 -9 12 -12 -11 15 22 -17 -16 23 -20 -21 -7 -4 27 -25 -26 -27 28 -19 -30
right_child=2 5 14 4 -6 6 -8 10 9 13 11 -13 -14 -15 17 16 -18 18 19 20 -22 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=2.2575263369592916e-05 -0.0020283688864426758 0.00043979342627779031 -0.00067647860575415441 -0.0031376880263507016 0.00015501072121642333 -0.00099314997699838999 -0.0027723393954014169 0.0014385105486831426 -0.0021144721443161424 -0.00099028484531224112 -0.003018675705819397 0.00187373517568741 0.0011677657786897788 0.00097148960536313188 0.0013984033711591181 0.0020091774692421204 -0.00053740219031816019 -0.0028065546959921404 0.00051117535567487085 -0.0026709089724809964 -2.9453500769291361e-05 0.00067414226157620316 -0.0035077528663040565 -0.0026869724921860833 0.0036340018036734737 -0.0026761582599209395 0.0013630503553513917 0.00097124190421955445 0.0022632433888742851 -0.0013370792532779411
leaf_weight=106.12935554905562 2.6891474463045588 141.91695780307055 1.9749116674065614 2.6606182232499114 3.4354599751532078 5.3451718017458907 2.1585349818342356 18.284785095602274 4.8758972771465769 4.3808955401182157 4.0972757264971715 6.4611691292375326 3.4656713865697384 5.6711388528347015 5.3121759835630646 2.2959680557251003 17.972843788520549 3.473889368586244 54.423790581116918 2.1760997702367595 77.26139661623165 8.0633373470045608 2.2736401818692684 4.2968264166265717 0.74728745408356223 1.9794030194170775 0.92893477343022812 3.9816603083163491 2.3543983735144138 2.3678021095693111
leaf_count=1111 27 633 16 24 20 25 60 104 36 23 31 25 13 23 24 7 515 60 303 50 1138 69 30 83 2 101 8 23 8 41
internal_value=0.000124848 0.000227442 -4.94953e-05 -4.82935e-05 -0.00128208 0.000378596 -0.000376238 0.000440718 0.000339669 -0.000612197 0.000931264 0.000269911 -0.00110027 0.000116506 -2.05461e-05 -0.000585585 -0.000248936 6.64153e-05 2.04663e-05 0.000147409 -0.000101813 9.49242e-06 -0.00219165 -0.000823672 -0.00161721 -0.00035982 -0.00138602 -0.000305464 -0.000925688 0.000457972
internal_weight=503.456 316.946 186.51 112.225 6.09608 204.721 15.567 189.154 156.845 14.9279 32.3089 14.0241 7.56295 10.052 183.821 24.5174 20.2688 159.304 153.991 133.861 79.4375 13.4085 4.24855 20.1302 7.95245 3.65563 2.90834 12.1778 8.19609 4.7222
internal_count=4633 2197 2436 1155 44 1042 154 888 715 82 173 69 44 46 2409 568 522 1841 1817 1491 1188 94 46 326 194 111 109 132 109 49
is_linear=0
shrinkage=0.00222816


Tree=505
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 2 2 1 2 2 2 1 1 2 1 1 2 2 2 0 0 2 1 1 2 2 1 0 2 2
split_gain=0.303269 1.6828 1.64702 1.26401 1.40372 1.35986 2.71697 1.57799 1.46918 2.35781 1.40075 1.26725 1.19738 1.32945 2.97682 1.46325 2.72074 2.15559 1.20912 4.17369 2.99881 1.64939 1.5861 3.05802 1.14649 1.07712 3.15557 2.22379 1.52395 1.03175
threshold=0.39078171310000004 0.5380527529500001 36.377496227400009 0.54504356155000011 0.43540612555000008 41.362929270750008 41.087689990200012 0.43075057630000008 41.935569238650011 42.081757894750005 49.960114208400007 0.43593006200000012 0.42473279245000012 43.61821939175001 0.40206880030000008 0.39814676205000005 44.701063782750005 48.823707093150006 41.404176814550006 0.52468488970000016 0.52688542260000015 40.300545846000013 0.3975479776000001 0.39995808510000008 36.772607578000013 40.636252116050009 0.41917906650000009 0.54353163080000011 39.955516828000007 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=-1 2 -2 25 5 6 7 29 -7 -10 -11 -6 13 14 18 17 -17 -15 20 -20 21 -4 -22 -24 -13 28 -27 -28 -3 -5
right_child=1 3 12 4 11 8 -8 -9 9 10 -12 24 -14 15 -16 16 -18 -19 19 -21 22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0012381546556134832 -0.043998594245112585 0.0069626820683491315 -0.051252164950544896 0.0033569492246330978 0.036280869541727878 -0.060100583422034129 0.033677117327831352 -0.0360493955434091 0.029568235810178825 -0.042910312240469789 0.0077678777922665461 -0.039845876275844676 -0.042149310022871478 -0.04477035180228308 -0.049954986555305114 0.043896512037307864 -0.0047103052630058486 0.046574554498449029 0.023414851942452807 -0.04512265734732529 0.024325519063883676 0.0014093679088530186 -0.04273839649415187 0.020690767664827352 0.0012929803955257075 -0.0031919879104743108 0.009088312949106751 0.043514565947380103 -0.017552079911770539 -0.022512361933378498
leaf_weight=276.90089863759931 1.7579999556764949 13.236529637128116 2.0351469055749614 8.0655930633656734 1.4599523753859092 1.2898144796490658 2.3888463079929343 2.6750313807278863 1.2789152935147283 2.9256331801880155 1.0621154160471631 0.98265379100848704 1.284581316722323 1.4394587131682763 2.3620305098593226 2.8605808019638062 3.8726282953284681 0.49637647089548398 2.0028379261493674 3.4666470317170024 5.7957666888833028 1.4588411748409269 1.8564294530078767 2.6165086254477501 64.284959167212946 9.2769267512485403 5.1795544624328596 5.5567792616784573 4.9882472157478324 3.0302022099494925
leaf_count=2170 33 59 37 88 7 14 6 44 5 75 28 281 103 102 30 8 52 6 8 89 28 19 46 9 1156 47 23 21 23 16
internal_value=0.000479684 -0.000824897 -0.00839142 0.00114883 -0.00131015 -0.0094258 -0.00353504 -0.00999029 -0.0239447 -0.01509 -0.0294124 0.00145267 -0.00640721 -0.00489007 -0.00990966 0.00761349 0.0159401 -0.0213482 -0.00499143 -0.0200253 0.000983248 -0.0292645 0.0112752 -0.00563461 0.000673603 0.00690072 0.0129545 0.0269062 0.000252823 -0.00370782
internal_weight=437.888 160.988 33.3058 127.682 89.4437 22.7162 16.1597 13.7708 6.55648 5.26666 3.98775 66.7276 31.5478 30.2633 21.5942 8.66904 6.73321 1.93584 19.2322 5.46948 13.7627 3.49399 10.2687 4.47294 65.2676 38.238 20.0133 10.7363 18.2248 11.0958
internal_count=4633 2463 570 1893 1720 276 154 148 122 108 103 1444 537 434 266 168 60 108 236 97 139 56 83 55 1437 173 91 44 82 104
is_linear=0
shrinkage=0.0377983


Tree=506
num_leaves=31
num_cat=0
split_feature=1 1 1 2 0 0 0 0 0 1 0 1 1 0 1 2 0 1 2 0 1 1 0 1 2 1 1 2 1 2
split_gain=0.291117 0.448129 0.484269 0.693387 0.30589 0.976146 0.304046 0.501115 0.50762 1.35815 0.697677 0.623797 2.35568 1.06259 0.922334 0.721136 0.662358 1.06593 0.588223 1.74623 0.474838 0.662238 1.43554 1.65842 1.76087 0.845352 0.819405 3.31887 1.10962 1.66128
threshold=0.50634711535000021 0.51869704500000013 0.58454836680000011 48.109449608500007 0.39587138110000003 0.3733870243500001 0.39614083410000006 0.39672464895000009 0.3972336157500001 0.31168228495000011 0.41973294215000007 0.32467590790000006 0.3298553935500001 0.45350438610000005 0.34007963835000005 42.081757894750005 0.46482141255000003 0.34269932035000011 44.461493122800007 0.4560492201000001 0.34458549145000011 0.3447651268000001 0.47673722340000008 0.34548366815000003 43.968221017800005 0.34491482290000003 0.34506451900000007 41.319407281650008 0.34545372890000009 41.909642283050012
decision_type=2 2 2 2 2 2 2 2 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 -6 -8 -9 10 -10 15 -13 14 -14 -11 18 -18 -15 -20 -19 -22 23 24 -23 -24 27 -27 29 -28
right_child=1 2 -4 -5 6 -7 7 8 9 11 -12 12 13 16 -16 -17 17 20 19 -21 21 22 25 -25 -26 26 28 -29 -30 -31
leaf_value=0.010371910230533132 -0.043383583982345993 -0.039781072615497515 -0.042484265118851047 0.022405657085464947 0.012627795824224245 -0.046966881653730898 -0.014516793061240053 0.016925699002448984 -0.045838991386661365 0.020007235971804527 0.0017432911747464852 -0.043902104447057763 0.013211866776138394 0.02196454219652922 -0.04257286065171037 -0.0038274412503104104 -0.020415701478354586 0.0076816149792947215 0.049383396776391343 -0.04689010453823024 -0.0098645391839084738 -0.044870697104052386 0.012839628501904076 0.0037227341763965247 0.011883807288098822 -0.035101045397925544 0.014827252023874908 0.0097492555822441661 0.00044148591795238487 -0.0025263188098956103
leaf_weight=1.0193347735330451 0.57594783353852053 0.37053501662376209 0.39226060506916827 1.0938884362112729 3.2158875577151766 0.83275710933958169 3.4023222101386628 2.9276409661397329 1.4718144506914534 5.3325931131839734 0.70283876359462727 1.8401307798922051 0.6438749660737807 4.0086364164017132 1.5808135246043091 3.097910150885582 3.6846901029348365 14.956896826624869 0.47805342078208901 0.74262230098247528 9.2061835378408414 3.4870363352820259 9.3431869670748693 3.8869508162606508 1.1133056879043577 4.5573496297001821 21.002328433096409 5.7734817862510681 309.9153610948124 14.323225988075135
leaf_count=18 153 262 115 24 18 170 24 18 64 26 14 60 17 32 163 33 30 63 1 60 42 82 39 48 6 31 91 27 2817 85
internal_value=0.000447404 -0.0131062 -0.00371409 0.00667089 0.000523629 -0.0154094 0.000592145 0.000501602 0.000622092 0.000508757 -0.0304606 0.000669501 0.000452255 0.000651954 -0.0264275 0.0112488 0.000800162 0.000619103 0.014693 -0.0091865 0.000814056 0.00054559 0.000802251 -0.0151715 -0.0311358 0.00117377 0.000867236 -0.010036 0.0011935 0.00779101
internal_weight=434.98 2.43263 1.85668 1.46442 432.547 1.85209 430.695 427.479 424.077 421.149 2.17465 418.975 410.544 408.704 2.22469 8.4305 406.479 401.25 5.22931 1.22068 397.565 382.608 373.402 8.48729 4.60034 364.915 355.572 10.3308 345.241 35.3256
internal_count=4633 554 401 286 4079 188 3891 3873 3849 3831 78 3753 3694 3634 180 59 3454 3361 93 61 3331 3268 3226 136 88 3090 3051 58 2993 176
is_linear=0
shrinkage=0.0392896


Tree=507
num_leaves=31
num_cat=0
split_feature=2 0 2 2 1 0 1 2 2 2 0 0 0 2 0 0 0 1 1 1 2 2 2 0 0 0 1 2 2 0
split_gain=0.279524 1.16449 0.923458 0.576571 1.15596 1.10401 1.15768 1.58724 1.03505 1.33661 1.32827 0.568811 0.926415 1.20105 1.06329 0.619162 0.964603 0.489149 0.694203 0.69121 0.650126 0.603662 0.598521 1.61705 1.97586 3.01459 1.84193 1.64366 1.53962 1.33777
threshold=49.247968080500009 0.39672464895000009 49.292797572200008 48.823707093150006 0.31118828780000007 0.41160444300000004 0.32012514595000008 36.952388736350009 45.044778924400006 44.952171034750002 0.41973294215000007 0.66718062335000017 0.58035687555000015 52.834037000700008 0.57927906350000014 0.47648274005000008 0.55688452445000014 0.4995808509000001 0.49146732130000009 0.50491003265000012 45.921757303800007 45.044778924400006 44.202975721700007 0.54191491270000014 0.48149755995000004 0.47774018740000007 0.4172030777500001 47.74983977685001 44.749265482150008 0.58984760935000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 4 8 -6 7 -7 9 10 -1 12 14 -14 15 -4 -17 18 22 -19 -20 -21 -8 24 25 28 -26 29 -24 -25
right_child=1 2 11 -5 5 6 17 -9 -10 -11 -12 -13 13 -15 -16 16 -18 19 20 21 -22 -23 23 27 26 -27 -28 -29 -30 -31
leaf_value=-0.041830148966288519 -0.043319729931161878 0.039729236540744492 0.005938651332692977 0.0090239092311572514 0.02340934817770704 0.013320479182786442 0.00082956647010900609 -0.055709776938245824 -0.046477643374950452 0.04243131161423408 0.040397460141940636 0.028141294405392578 -0.045109871590056534 0.011319364447708001 0.026650551752471704 -0.045436174169502574 0.0023899754626256196 -0.043297511117603479 -0.00093667288648829308 -0.037961490485846933 0.036943046846849223 0.011271149736305733 -0.049475515558331754 -0.027035041253811797 -0.03699208502986838 0.031735164303772503 0.0031314833716894106 0.028637955012270282 -0.0033078974175566257 0.010543772240036541
leaf_weight=1.228594710875768 1.0494803208857764 0.71472105011343856 2.1079879999160731 11.090355099178849 2.9685524633096056 0.7831247840076675 372.47036530563491 1.1979322237893937 1.3888338468968866 0.61214154586195935 0.36145611107349385 0.69174376165028739 1.6670312471687796 0.79052446014247824 1.619342617690563 1.2271065808890855 1.1723141847178338 0.86672613635891993 1.1665141228877467 0.48790413473034266 1.4384714663028715 1.2908023343188686 1.4495813101530099 2.2841760558076185 5.7383393822237831 2.8751889690756798 2.2700514218304306 3.3216465339064598 3.5220588007941842 3.2817170135676861
leaf_count=167 18 4 10 62 70 15 2932 39 27 3 2 40 87 22 18 100 31 48 37 447 8 45 18 39 172 8 35 21 86 22
internal_value=0.00038554 -0.00553709 -0.00156822 0.000540452 0.000311538 0.000499271 0.000331115 -0.0284217 -0.0209874 -0.00491166 -0.0231379 -0.00475019 -0.00740066 -0.0269582 0.000444241 -0.0089707 -0.0220692 0.000472646 0.00057957 -0.0156873 0.0199805 -0.0022335 0.000452336 -0.00522639 -0.0124432 0.00100362 -0.0256187 0.00764824 -0.016769 -0.00487812
internal_weight=433.135 11.0403 9.99077 422.095 411.004 407.413 404.445 1.98106 3.59103 2.20219 1.59005 9.27605 8.58431 2.45756 6.12675 4.50741 2.39942 402.464 399.818 2.64543 2.60499 1.77871 397.213 24.7428 15.8552 7.84683 8.00839 8.88754 4.97164 5.56589
internal_count=4633 330 312 4303 4241 4042 3972 54 199 172 169 308 268 109 159 141 131 3918 3378 540 45 492 3333 401 319 112 207 82 104 61
is_linear=0
shrinkage=0.0377052


Tree=508
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 1 0 2 1 0 1 1 0 2 1 1 1 0 0 2 2 1 2 1 2 2 2 2 0
split_gain=0.280727 1.36101 2.99952 1.7722 1.16641 3.4686 2.45687 2.18348 1.36676 0.926367 1.97505 3.97844 1.58728 4.97804 3.16007 1.97423 1.12716 0.918201 0.791612 1.5541 1.54237 1.36229 0.959675 2.39338 1.05668 0.918172 2.30458 2.40874 1.85901 2.03151
threshold=0.5485614203000001 0.43540612555000008 0.55348642255000013 0.55980359870000018 41.489621506400006 40.806664626150003 0.40437412050000004 0.56685428580000019 49.960114208400007 0.4172030777500001 0.53998383280000006 0.39670967935000007 0.42111014640000005 0.53998383280000006 39.571921479100006 0.42802610700000004 0.41917906650000009 0.40651477500000005 0.5380527529500001 0.52432561900000019 36.377496227400009 36.859113051050009 0.39019789825000006 38.751720283100006 0.38976377950000002 48.553014326500012 44.279556297950009 43.61821939175001 41.404176814550006 0.52537349185000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 -3 -4 5 6 -2 -8 -6 10 18 -12 14 -14 -11 -15 -16 -13 19 22 -21 -22 24 -24 -1 26 27 28 -23 -30
right_child=1 2 3 -5 8 -7 7 -9 -10 12 11 17 13 15 16 -17 -18 -19 -20 20 21 25 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00097441663592381716 0.02114732520328004 -0.068700831249374317 0.019855921671064879 -0.000663530628350471 -0.04490793090831844 0.024901241536776655 -0.04698774038379723 0.017721898068320814 0.0085192424539071512 -0.014618568923828857 0.017940105211740706 -0.023041760260461855 -0.056512738695721029 -0.0086682366825593798 0.009183976150171632 0.022743474116110197 0.031780291272085537 -0.057396621392833816 0.012014796115894798 -0.048246007910487387 0.029013715754170541 -0.0051234756437198228 -0.015149391322390938 0.022971535832060193 -0.023717352169856591 0.023187451696011656 -0.050966257362317795 0.022749378886160444 0.013110333217769535 -0.049592976337103099
leaf_weight=255.56474673842604 1.618405207991598 0.98537598457187314 7.7060746687930068 55.879741782306155 2.9872471531853071 3.8348781019449234 4.5316329144407064 1.0296136741526423 1.0381231902865691 4.5922513008117702 2.8817360901739439 2.3702358333393931 2.3399792346172026 6.4185642823576909 5.6639793803915373 6.4587323423475027 9.5249540135264379 2.6525138532742858 9.5987452156841737 1.5027751447632933 1.6332562714815164 12.906691172160221 3.7310512056574217 9.1449404786108044 2.8193618506193152 1.3627481830772001 2.081227962858974 3.6838589515537015 1.0881400201469649 3.5228109192103148
leaf_count=2072 6 8 38 1393 80 11 98 16 28 23 17 15 118 27 24 26 36 31 39 25 7 135 32 63 15 8 107 38 11 86
internal_value=0.00036668 -0.00178413 0.000747038 0.00182326 -0.0126512 -0.00589824 -0.0223492 -0.0350073 -0.0311293 0.000853755 0.000169084 -0.0196295 0.00704629 -0.00269314 0.0145386 0.00708661 0.0233541 -0.0411846 0.000676139 0.000312186 -0.00872351 -0.00646338 0.00123759 0.0119253 0.000704992 -0.00881444 -0.0106875 -0.0067336 -0.0129337 -0.0347956
internal_weight=431.154 79.6111 64.5712 63.5858 15.0399 11.0145 7.17965 5.56125 4.02537 351.543 316.545 7.90449 34.9985 15.2173 19.7812 12.8773 15.1889 5.02275 308.64 299.042 27.7815 26.2787 271.26 12.876 258.384 24.6455 23.2827 21.2015 17.5176 4.61095
internal_count=4633 1678 1439 1431 239 131 120 114 108 2955 2701 63 254 171 83 53 60 46 2638 2599 417 392 2182 95 2087 385 377 270 232 97
is_linear=0
shrinkage=0.0401119


Tree=509
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 2 0 1 1 0 1 2 2 0 1 2 1 2 2 2 0 1 0 2 0 2 1 2 2
split_gain=2.13316 2.87634 2.77841 1.71848 1.84968 1.96962 3.5593 3.24308 3.16074 3.5434 6.37252 3.47804 2.35061 2.16781 4.68505 4.42659 4.291 6.17748 3.19093 5.43537 2.47211 2.12371 5.5083 1.67363 1.72832 3.60261 2.40423 1.89377 1.90605 2.78418
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 0.52401125715000008 0.39019789825000006 0.50730517050000012 36.377496227400009 0.50291907430000016 0.37644082515000005 0.38334181610000007 0.5218855723000001 0.36166581840000006 39.852039223600009 41.243661560350013 0.48368312325000012 0.34569324270000007 42.844429421150004 0.34536391125000004 43.157831852650006 42.783136484500005 40.94178426300001 0.47943175355000006 0.3459626957000001 0.47847369840000004 41.873095646600007 0.47787491390000009 41.741384785950011 0.36042334060000009 43.847983878700006 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 23 -2 4 5 7 -7 13 11 -10 -11 -8 -13 20 15 16 17 -15 19 -16 -3 -17 -23 24 26 27 -1 28 29 -26
right_child=2 3 -4 -5 -6 6 8 -9 9 10 -12 12 -14 14 18 21 -18 -19 -20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00015722234566872825 -0.00063821348642583342 0.00043696096999694021 5.7628929528487626e-05 -0.00049237827979624273 0.0012709083143168326 0.0011520794728410583 0.00063598447525460534 0.001274711397695541 0.0011647699817256346 -0.0018549696149367577 0.0011074253779697646 -0.00023049325435962756 -0.0026225402667318285 5.8587208298083609e-05 -0.00037145823376143623 0.0021400258822610379 0.0008220555948610759 -0.0028746678928742945 0.00057073797508939983 -0.0028414206593131153 0.0014155888590867266 0.0013954192060213323 -0.00097283129311165199 -0.0010556057741243088 -0.00015120032040325809 -0.0025650781382102594 0.0017597992941717176 0.0010851821338456777 0.00012160120161092501 -0.0016730001074811071
leaf_weight=48.805415253969841 25.620620048837736 52.394925553351641 158.80957781756297 8.8451702054589969 8.7792654298245889 7.4309376254677764 2.7963905334472674 16.243065893650055 7.4349564518779543 6.4654299765825254 4.9134632349014282 2.2351814731955528 5.3836150011047721 9.0410809665918368 21.200545869767669 5.8051921874284771 11.110883764922617 3.9736011102795592 9.3376707509160024 4.085465893149375 12.243093393743036 14.820457071065904 5.0668275207281104 5.8251648172736159 13.238897430477666 2.4164258278906336 3.8856785693205884 4.5995481372810891 25.594398314133286 7.1014707111753514
leaf_count=498 479 225 1984 58 29 25 12 66 35 36 15 11 63 36 100 25 39 28 35 29 48 83 24 44 125 27 16 38 258 142
internal_value=0.000129958 0.000224099 -3.90359e-05 0.000354307 0.00038984 0.000351544 -5.96377e-05 0.000442723 -0.000367694 0.000112052 -0.000575793 -0.0012343 -0.00192077 0.000352073 0.000145204 0.00053024 -7.29238e-05 -0.000836985 -0.000408803 -0.000770531 0.000622323 0.00109662 0.000792043 -3.24303e-05 2.39883e-05 -0.000226194 0.000275404 -0.000114355 -0.000234467 -0.000682509
internal_weight=515.504 331.074 184.43 219.607 210.762 201.983 36.66 165.323 29.229 18.8138 11.3789 10.4152 7.6188 149.08 84.4417 49.818 24.1256 13.0147 34.6237 25.286 64.638 25.6925 19.8873 111.467 105.642 52.9507 52.6911 50.5343 45.9348 20.3404
internal_count=4633 2170 2463 1022 964 935 197 738 172 86 51 86 74 672 399 235 103 64 164 129 273 132 107 1148 1104 590 514 563 525 267
is_linear=0
shrinkage=0.00196078


Tree=510
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 0 2 2 0 0 0 1 0 0 1 0 0 0 2 0 1 2 1 0 1 2 2 0 2 0
split_gain=0.303028 1.57475 1.26395 1.27471 1.17169 1.81255 1.40173 1.16722 1.25992 3.80192 2.7776 2.79023 1.65797 0.852062 3.88919 0.697144 1.00103 1.35304 0.528475 1.82795 1.06873 0.464821 1.38603 2.27993 0.38941 0.370357 1.38531 3.19281 0.643157 2.22854
threshold=36.558960102350007 37.041406607950009 0.3975479776000001 34.424709467050008 0.50452082270000009 0.52507409960000018 36.772607578000013 36.257608591500009 0.5116313883000001 0.50035927070000008 0.49877249185000011 0.36510882910000009 0.41973294215000007 0.49194634890000005 0.34007963835000005 0.54413041525000005 0.56748300950000019 0.56859076075000015 37.765550062200006 0.52324780695000006 0.4529056016000001 38.060777288450005 0.37407562650000009 0.52889135055000014 0.38723391515000005 38.474425342400004 38.751720283100006 0.53634621715000008 39.427119987250002 0.54695967185000016
decision_type=2 2 2 2 2 2 2 2 2 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 7 15 -2 -6 -7 8 9 10 11 12 -1 14 -14 -4 -17 -18 19 -3 -21 22 -20 -24 -10 -23 27 -27 29 -28
right_child=1 18 3 -5 5 6 -8 -9 24 -11 -12 -13 13 -15 -16 16 17 -19 21 20 -22 25 23 -25 -26 26 28 -29 -30 -31
leaf_value=-0.041384895518686016 -0.0024107971487064418 0.02000484722514153 0.023579915449476511 -0.040175391142850306 -0.069773400393794441 -0.048916059332735337 0.006148474290545174 0.030511185627894049 0.024645063798289547 -0.033876515655022942 0.041104198597145467 -0.054882532429192409 0.028528764691743282 0.03036106902218726 -0.051657851553832415 -0.047523288316724907 0.043784121938412704 -0.038484661431348988 0.012969672167032542 -0.015712876458703669 0.016445135952589209 0.0063744655366034094 -0.05514414218171839 0.0031955308062743921 0.0088817982505063047 -0.039723939953948677 0.011428265376915095 0.013933365565857506 -6.628297392397131e-05 -0.013921608971782514
leaf_weight=0.81828038077220266 3.8889692034572354 7.1551167704164964 1.064836656674742 1.5673810224834595 1.0987014770507815 0.96257556854106985 1.6245422475039957 2.487950198352336 3.5343506559729558 3.6644836366176596 2.6260049194097519 1.11317503452301 2.4296071156859402 2.3654121160507202 1.1724699278129262 0.68774323654361058 0.60814008954912402 0.45839640967096784 2.1136263739317647 4.67039974918589 1.9012498278898418 12.647095813503254 1.6447070790454748 1.873523101887258 4.8756037000566721 3.4567228043451896 20.464284657035027 2.4974966299487278 328.14023129849375 5.8247468696063143
leaf_count=107 28 44 7 116 8 30 26 14 17 21 9 7 27 12 36 26 3 181 15 49 36 106 20 34 30 28 92 25 3400 79
internal_value=0.000335058 7.43141e-05 0.00387339 -0.0140339 -0.0162556 -0.0308634 -0.0143391 0.00700446 0.00441662 -0.00215622 0.00888787 -0.00182245 0.00688181 0.0135003 0.00242816 0.000500365 -0.0135088 0.00842507 0.000389551 0.00735919 -0.00640921 0.000136897 -0.0101736 -0.0240772 0.0155064 0.00029256 7.91246e-05 -0.0172174 0.000369697 0.0058116
internal_weight=429.438 399.964 29.4738 4.3865 7.57479 3.68582 2.58712 25.0873 22.5994 14.1894 10.5249 7.89894 6.78577 5.96749 3.60208 2.81912 1.75428 1.06654 392.389 13.7268 6.57165 378.662 5.63186 3.51823 8.40995 373.031 360.383 5.95422 354.429 26.289
internal_count=4633 4020 613 333 92 64 56 280 266 219 198 189 182 75 63 217 210 184 3928 129 85 3799 69 54 47 3730 3624 53 3571 171
is_linear=0
shrinkage=0.0361589


Tree=511
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 2 0 2 2 1 2 2 1 0 0 0 1 0 1 1 2 0 2 1 2 2 1 2 2 0
split_gain=2.45676 2.94029 2.52256 1.82417 1.53356 2.70941 2.11943 1.82457 3.12091 2.4501 2.35624 3.29434 1.79466 4.29739 1.76812 1.4142 1.91528 1.8818 3.31623 3.23886 3.49962 2.4158 2.54538 4.97262 5.05847 3.15294 2.28237 2.00062 1.84581 5.34001
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.54504356155000011 0.3447651268000001 40.408647214050006 0.47396784530000008 42.720329370750001 43.968221017800005 0.34527409360000011 42.546237522150008 42.206017975500011 0.34536391125000004 0.47697673720000006 0.47076434840000009 0.52401125715000008 0.39019789825000006 0.50913146310000013 0.37820723930000005 0.36166581840000006 39.032633164100012 0.50291907430000016 38.621016321050007 0.35585760905000008 43.321682097200004 37.041406607950009 0.37043801085000005 40.679780036550007 41.976795488650005 0.48001556840000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 -4 6 -6 -1 10 -9 -10 11 12 13 -7 -11 16 17 21 19 -19 -21 22 25 28 27 -3 -23 -25 -24 -30
right_child=2 15 3 -5 5 7 -8 8 9 14 -12 -13 -14 -15 -16 -17 -18 18 -20 20 -22 26 23 24 -26 -27 -28 -29 29 -31
leaf_value=-6.751903559704807e-05 -0.00062595848380367011 0.00039474782767704342 0.00034854165036062132 -8.5664140371915736e-05 -0.0024554192719867121 -0.0023359628022259576 0.00094727400318773947 -0.0022856504582917554 0.0019516359904999136 0.00017480913054117864 0.002107382225187574 -0.0023453147205640627 0.001012129388351174 0.0010132251832173401 -0.0024973521239897837 -0.00041155034456657612 0.0012621109084078738 0.00073001292733815726 0.00031395498816841078 0.00046742776372647661 -0.002568820706008963 0.0015210155629975018 0.0005299085427514338 -0.0031332044558105413 0.00064381481122053252 0.0019009021980154219 8.5459103743051675e-05 -0.0010590707101889977 -0.00091550622698287842 0.00042399466696967309
leaf_weight=41.867293699877337 23.044741751917172 13.751430451869966 52.560716312378645 111.82200720233959 2.2770629212027442 2.5904487147927266 9.2936559785157424 3.7757922015152854 1.6408141180872915 2.3819358982145791 1.9605539552867419 2.1254520788788804 5.8053916208446026 3.1219880133867264 1.485866844654083 8.7437593238428217 8.6784096211194974 2.7829944305121881 22.981770791113377 1.944800831377506 5.0339037179946899 12.918213978409769 87.887792870402336 3.114201217889784 4.4090735204517841 8.1980853378772718 5.9905394911766043 3.8344933167099953 14.655115829780696 44.072726905345917
leaf_count=521 479 60 264 1720 83 83 37 87 5 63 6 31 31 9 17 58 29 12 98 8 65 50 364 25 20 30 30 24 107 217
internal_value=0.000145173 0.000245667 -3.03295e-05 5.31714e-05 -7.91802e-05 -0.000448318 0.000116823 -0.000264685 -0.000939448 -1.6715e-05 0.000136805 -0.00014637 0.000259415 -0.000505549 -0.000851736 0.000347854 0.000375491 0.000342265 -8.47582e-05 -0.00102344 -0.00172269 0.000412587 0.000343895 0.000258667 -0.000966722 0.000957292 0.00106621 -0.00198864 0.000353593 8.97317e-05
internal_weight=514.751 327.324 187.427 164.383 78.3263 27.1653 51.1609 24.8882 9.28441 5.50862 15.6038 13.6433 11.5178 5.71244 3.8678 248.997 240.254 231.575 32.7435 9.7617 6.9787 198.832 179.923 157.973 11.3578 21.9495 18.9088 6.94869 146.616 58.7278
internal_count=4633 2170 2463 1984 973 415 558 332 172 85 160 154 123 92 80 1197 1139 1110 183 85 73 927 847 757 69 90 80 49 688 324
is_linear=0
shrinkage=0.00192234


Tree=512
num_leaves=31
num_cat=0
split_feature=1 0 0 2 1 0 0 1 0 0 2 1 2 2 2 0 0 2 2 2 2 0 2 1 1 1 0 1 1 2
split_gain=2.48297 2.90825 2.58185 2.04191 2.59837 4.70559 1.88491 2.27323 3.82714 3.43569 2.24118 2.00424 3.82661 5.80683 1.92078 1.5713 1.56281 1.47799 3.50941 3.33832 3.25569 3.59124 2.37841 2.16166 2.01799 1.40838 2.65113 2.53025 2.36172 2.59432
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 43.930205408700004 0.34569324270000007 0.51017933595000009 0.5485614203000001 0.43540612555000008 0.55348642255000013 0.55980359870000018 38.238138001450004 0.40437412050000004 40.300545846000013 41.489621506400006 35.771221912400001 0.47847369840000004 0.53998383280000006 40.574766824850009 39.476991512000005 40.890797847750008 39.262923716450011 0.56915960600000015 41.16018805045001 0.49146732130000009 0.43837010870000009 0.44844465735000011 0.56685428580000019 0.43837010870000009 0.46097422230000007 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=2 -2 15 -4 -5 -6 10 11 -9 -10 14 -8 -13 -14 -3 -1 -7 18 20 -19 21 -11 -21 -23 -20 26 -24 -28 -27 -30
right_child=1 6 3 4 5 16 7 8 9 17 -12 12 13 -15 -16 -17 -18 19 24 22 -22 23 25 -25 -26 28 27 -29 29 -31
leaf_value=3.5452623417843646e-05 -0.00069975007015802909 0.00063158977726028586 0.00040437807695146803 -0.0025468443260394653 0.001031949614282941 -0.0027744993122076293 0.00063587383222007802 -0.0037955120778166351 0.0012244177371889889 0.00041745595091544015 0.00043681398526451308 -0.0023520836156211648 0.00094800663656453084 -0.0023858909104985501 -0.0015264544877756697 -0.0010269940002487325 0.00011572730346051685 0.0013206192343986692 0.00040379891825451997 -0.0026707270760239822 0.0021159375954167203 -0.0024606865365581925 0.00033884192720789119 0.0005520620081255911 -0.0026022770297365974 0.00092190023105816058 0.00041896003489595458 -0.0026269272491009077 -0.0011093102018476168 0.00029904094909845704
leaf_weight=100.22309463541023 24.505515708413441 2.5774226021021596 203.01507837697864 1.9775705356150854 6.0957507155835611 2.4131027907133107 3.3009092304855612 1.0450757667422284 8.9713875614106637 7.7010843497701007 57.465375814586878 5.8154564918950191 5.7153531163930875 3.2942616438958794 4.5836149603128433 5.8955998104065648 1.0847414173185823 7.5573529879329717 1.1404109150171269 1.4111369145102788 2.3365319748409084 3.9466625541681424 5.1003942191600782 1.2557255451392846 4.1217253534705378 11.061093416064976 1.5709010995924471 3.5704836272634566 8.1437847693450767 14.632443105103446
leaf_count=1104 479 19 919 13 28 53 50 8 38 47 258 105 20 56 37 44 9 52 5 33 10 197 19 213 109 57 9 57 348 237
internal_value=0.000124123 -5.65183e-05 0.000231607 0.000357801 -0.00045939 -2.90934e-05 3.8256e-05 -0.000131477 7.78842e-06 5.59547e-05 0.000305338 -0.000773532 -0.00108735 -0.000270995 -0.000749725 -2.35734e-05 -0.00187819 -8.65711e-05 -0.000542617 8.96843e-05 -5.63938e-05 -0.000449755 -0.000114813 -0.00173348 -0.0019508 -3.29881e-05 -0.000682794 -0.00169629 0.000163693 -0.000204524
internal_weight=511.529 190.824 320.705 214.586 11.5712 9.59359 166.319 101.692 83.5662 82.5211 64.6264 18.126 14.8251 9.00961 7.16104 106.119 3.49784 73.5497 20.5021 53.0476 15.24 12.9035 45.4902 5.20239 5.26214 44.0791 10.2418 5.14138 33.8373 22.7762
internal_count=4633 2463 2170 1022 103 90 1984 1670 1439 1431 314 231 181 76 56 1148 62 1393 581 812 467 457 760 410 114 727 85 66 642 585
is_linear=0
shrinkage=0.002


Tree=513
num_leaves=31
num_cat=0
split_feature=0 0 0 2 0 2 2 0 2 2 2 0 0 2 2 0 0 2 2 1 1 0 2 2 2 2 2 2 2 2
split_gain=1.72523 3.02265 2.63292 2.56417 2.39029 2.39169 2.16331 2.39596 1.87709 1.83561 2.37656 3.59653 3.25776 2.429 2.1902 1.89203 3.87385 6.29455 1.57989 2.78059 2.73823 1.49326 1.47673 1.35943 1.91323 1.27154 1.25052 3.20264 2.43899 2.54323
threshold=0.52432561900000019 0.47880302985000006 0.52769378160000013 39.955516828000007 0.47847369840000004 40.518963363600001 43.521589032450009 0.50913146310000013 44.279556297950009 42.684965421050009 41.243661560350013 0.47943175355000006 0.48077901860000011 41.11191809080001 42.686561923500008 0.50291907430000016 0.48389269780000005 43.157831852650006 41.873095646600007 0.36880632320000012 0.34536391125000004 0.4995209724000001 42.283941020600004 41.362929270750008 41.559097512700014 42.670715716450012 42.546237522150008 43.276780833950006 41.835830569250014 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 4 3 -2 -1 -6 9 21 25 10 13 -12 -13 -3 -11 16 -16 -18 20 22 -14 -8 -20 -22 -25 -5 28 -28 29 -4
right_child=2 6 26 8 5 -7 7 -9 -10 14 11 12 18 -15 15 -17 17 -19 19 -21 23 -23 -24 24 -26 -27 27 -29 -30 -31
leaf_value=2.3170445613572101e-05 -0.002447784363245214 0.0004176891765302216 9.0488368594684239e-05 -0.00061903848525119559 -6.7936122527048777e-05 -0.0025855563780336865 -0.00041383152767141923 -0.0017908774082372931 -0.0022390340696300959 0.0020247640908930662 0.0015489118088958709 -0.0016697246151437025 0.00058934962367330199 0.0016068323150824195 0.00096438194639612406 0.0015519482671323664 -0.0024192423106649198 0.0011136620375417471 0.0004959752877256615 0.0016444016380054985 -0.0019044413566960696 0.00091443043760542795 -0.00062553548912363643 0.00042456090872842518 -0.001346650159925442 0.0011498418349410672 -0.0011926704123424951 1.2340596114230502e-05 0.00079468185529503238 -0.0016316294931185886
leaf_weight=106.66423345648218 3.1295971628278485 100.18230685032904 98.372484835083014 3.738803504034875 3.0442244783043853 2.7714463323354721 9.3713637674227375 3.3649115149164563 1.6246089076157657 5.0375268459320059 5.149645820260047 5.0223593935370436 7.0173731371760395 7.07027344405651 13.868279237300163 6.4618512503802767 4.1379547491669646 3.6485027968883514 10.055635631084447 4.9891050010919562 3.862565502524375 4.9850553302094331 8.1906736269593221 4.381566293537615 5.0437083076685667 2.6840297617018223 10.213572243927045 49.953817218192853 19.200412540812977 3.4113334383582687
leaf_count=1111 57 454 1109 53 13 31 59 87 93 56 29 32 26 31 48 26 31 13 38 19 24 35 39 20 28 22 125 695 166 63
internal_value=0.000128951 0.000216206 -1.81855e-05 -0.000941787 -4.3573e-05 -0.0012677 0.000354139 -0.00030166 -0.000356114 0.000414008 0.000327474 -9.19597e-06 -0.000174419 0.00049608 0.000834137 0.000620817 0.000342964 -0.000763828 -1.93681e-06 0.000347224 -0.000401484 4.73879e-05 -7.46509e-06 -0.000924748 -0.00052326 0.000120157 3.88006e-05 -0.000192213 0.000153687 3.27708e-05
internal_weight=516.649 324.321 192.329 11.177 112.48 5.81567 211.841 17.7213 8.04744 194.119 160.965 53.7126 48.563 107.253 33.1541 28.1166 21.6547 7.78646 43.5406 23.2354 20.3052 14.3564 18.2463 13.2878 9.42527 6.42283 181.152 60.1674 120.984 101.784
internal_count=4633 2250 2383 225 1155 44 1095 181 168 914 740 255 226 485 174 118 92 44 194 96 98 94 77 72 48 75 2158 820 1338 1172
is_linear=0
shrinkage=0.00196078


Tree=514
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 0 1 2 1 1 2 2 0 1 0 0 0 1 1 1 0 0 0 1 1 0 2 1 2
split_gain=1.85194 3.72784 3.02122 2.14792 2.84846 2.32913 1.97844 1.67494 1.65298 1.54698 4.94275 1.54507 4.28835 1.50635 1.44709 3.14022 2.25141 3.11069 2.26642 4.09566 2.82291 2.76052 1.63065 1.47261 1.42293 2.32109 2.04834 2.88752 2.33756 1.55815
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 43.930205408700004 0.51017933595000009 0.49688632075000011 0.54504356155000011 0.43540612555000008 42.081757894750005 0.39431454150000006 0.39563186730000005 43.968221017800005 44.202975721700007 0.53634621715000008 0.4529056016000001 0.56065686655000013 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.44512140355000007 0.57161462230000015 0.57212358910000016 0.57559653900000007 0.4172030777500001 0.40651477500000005 0.54284302865000023 40.636252116050009 0.41861022125000008 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=2 9 -1 -4 5 -5 24 8 -8 -2 -11 -12 -13 -6 16 -16 -9 -18 19 21 23 -19 -22 -21 25 -3 28 -28 -26 -30
right_child=1 6 3 4 13 -7 7 14 -10 10 11 12 -14 -15 15 -17 17 18 -20 20 22 -23 -24 -25 26 -27 27 -29 29 -31
leaf_value=-2.5561750672018322e-05 -0.001395082395872424 0.00031813787422514596 0.00040441643286051962 -0.00074201479269248233 -0.0025922623123861665 0.001286528014072724 -0.00024168161184573081 0.0010931076105533742 -0.0014605150037096369 0.0013185519569203598 -0.0013843178568859471 0.0016348653689729896 -0.0019765640350385529 -0.00011879522888156072 -0.0035230021989402223 -9.3324400255375193e-05 -0.0015938229513675639 -0.00011085948374303284 0.0011882476513688743 -0.0028190122806746043 0.00098998627329295553 0.0020879832315761669 -0.00074368052160134538 -0.00044704435396750284 0.0010607547630065877 -0.0011725506438029188 0.00012856256948628054 0.0018666209395964883 0.00020491730092325131 -0.0014227879117746241
leaf_weight=111.8138066137908 7.4929894648958024 22.120399166829888 198.66330559179187 4.2383732814341766 2.552072622813284 3.8245202898979187 20.384755573235456 10.210934955626724 4.9027434787712982 4.5797370672225979 9.2605745699256641 2.49340871348977 2.1967933012638241 1.3304275721311567 0.9712629746645679 39.981759310307098 3.5251104682683971 4.0050505641847902 7.2849492058157912 2.6850708415731779 3.1156768351793271 4.1081424355506897 5.0510935942875221 1.4220335255376992 6.275001589208844 4.4576637018471947 5.5969438403844824 8.6302586346864683 5.202483516186474 3.4903406705707312
leaf_count=1148 114 116 919 24 51 17 173 35 103 18 164 11 172 11 16 1151 19 24 25 30 11 20 84 29 21 28 21 29 23 26
internal_value=0.000137923 -9.96589e-06 0.000224818 0.000357746 -0.000418427 0.000220196 9.55321e-05 -5.37282e-05 -0.000477989 -0.000672469 -0.000380274 -0.000937962 -5.66532e-05 -0.00174467 7.65336e-05 -0.000174664 0.000324971 7.35572e-05 0.000285963 -3.64519e-05 -0.000723234 0.00100253 -8.22752e-05 -0.00199775 0.000383622 6.81201e-05 0.000670843 0.00118287 0.000184148 -0.000448639
internal_weight=511.868 189.445 322.423 210.609 11.9454 8.06289 163.422 107.649 25.2875 26.0235 18.5305 13.9508 4.6902 3.8825 82.3611 40.953 41.4081 31.1971 27.672 20.3871 12.2739 8.11319 8.16677 4.1071 55.7731 26.5781 29.195 14.2272 14.9678 8.69282
internal_count=4633 2463 2170 1022 103 41 1984 1720 276 479 365 347 183 62 1444 1167 277 242 223 198 154 44 95 59 264 144 120 50 70 49
is_linear=0
shrinkage=0.00188464


Tree=515
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 1 2 2 0 0 0 2 2 1 1 0 2 1 1 1 2 2 0 2 1 0 1 0 1 1
split_gain=2.24536 2.76088 2.41139 1.85718 3.03767 1.70227 1.68962 2.83394 3.53656 2.59513 6.2432 7.31446 1.77434 1.65833 2.58396 2.33273 2.50546 2.2383 2.09125 3.71593 2.19506 2.14518 1.76927 2.2967 1.95517 2.80629 2.13229 2.78601 1.65787 3.28809
threshold=0.52324780695000006 0.47880302985000006 0.38045268105000002 43.521589032450009 0.50913146310000013 0.3465914194000001 42.684965421050009 42.123054668150012 0.48735067810000005 0.48389269780000005 0.50291907430000016 43.157831852650006 42.409092016550012 0.38976377950000002 0.39431454150000006 0.52769378160000013 36.952388736350009 0.39170982905000007 0.39563186730000005 0.39995808510000008 36.558960102350007 49.960114208400007 0.54504356155000011 39.571921479100006 0.42111014640000005 0.54088200950000009 0.41917906650000009 0.53938504835000012 0.41917906650000009 0.40437412050000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -2 6 5 -5 7 -3 -9 -8 11 -11 -10 -4 15 16 -15 -17 -16 20 -20 -22 23 -21 26 -26 27 -25 29 -24
right_child=2 3 13 4 -6 -7 9 8 12 10 -12 -13 -14 14 18 17 -18 -19 19 22 21 -23 28 24 25 -27 -28 -29 -30 -31
leaf_value=-1.8094093697353983e-05 -0.001790140043231779 0.00040602369645561989 0.00093187074797696238 -0.00076985196398876056 -0.0023577134907692612 0.00059829651342769522 0.0012459172785185748 -0.0017349023019316932 -0.00072062806622739603 -0.0026301070229184224 0.0015215405823461119 0.0010362932611341948 0.0008373938548349838 0.0005727464622691487 0.0010802546009174739 0.0012203449463643904 -0.0024524490565152558 -0.0012858790217760672 0.00089428277650406248 -0.00038264419011808335 -0.0018029431698026027 0.0012837393223141911 0.0017966114717658122 0.0008560616650551561 -0.0022000286738826143 0.00046332012865080553 0.0015383811392750309 -0.00068720058478233313 -4.3147866387136518e-05 -0.0022659993703585501
leaf_weight=108.55875010142336 2.7349750809371463 142.69436785206199 6.4441578537225714 5.3321609236299983 2.1396609312505452 8.1938821859657747 19.023082207888365 5.0587432794272891 4.495576858520506 4.2419606670737249 6.6984247341752052 3.5501943435519934 6.1452479064464569 1.2515766993164996 6.305598600767552 2.5714372396469116 4.3590916255488992 2.4926769626326859 1.6265427842736233 11.732289696112273 7.8768078079447132 0.89009292796254147 0.92950099986046497 15.794536245055502 2.0304374982370055 4.5632205829024315 9.11379875987768 5.6380734518170348 102.11337896523764 2.9641169460956007
leaf_count=1155 27 633 29 25 60 69 104 36 23 31 25 13 23 7 33 11 74 45 13 70 208 8 13 84 69 17 33 26 1605 64
internal_value=0.000127903 0.000225447 -3.31812e-05 0.000352816 -0.000271122 5.89527e-05 0.000403749 0.000322406 -0.000437596 0.000788196 0.000187305 -0.000959653 0.000179155 -7.71588e-06 -4.0938e-05 -0.000940614 -0.00177762 -1.32779e-05 1.50355e-05 -2.56055e-05 -0.00111649 -0.00148956 4.76004e-05 0.000344265 0.00057389 -0.000356826 0.000774792 0.00045009 -8.91706e-05 -0.00129616
internal_weight=507.564 316.132 191.432 207.573 15.6657 13.526 191.908 158.394 15.6996 33.5137 14.4906 7.79216 10.6408 188.697 182.253 10.6748 5.61067 5.06411 171.578 165.273 10.3934 8.7669 154.879 48.8724 37.1401 6.59366 30.5464 21.4326 106.007 3.89362
internal_count=4633 2197 2436 1042 154 94 888 715 82 173 69 44 46 2409 2380 137 81 56 2243 2210 229 216 1981 299 229 86 143 110 1682 77
is_linear=0
shrinkage=0.00188464


Tree=516
num_leaves=31
num_cat=0
split_feature=1 0 1 0 2 0 2 2 0 0 2 2 2 2 0 1 0 0 2 2 0 0 1 1 1 0 0 1 1 0
split_gain=2.44526 3.89462 3.61464 1.91019 6.73883 2.85951 1.52429 3.67506 3.24707 2.84572 3.89951 2.80829 2.7964 2.73495 2.52883 2.69531 3.28375 2.66915 3.54294 2.52125 4.01062 2.12534 1.97574 1.87161 1.69286 1.68667 4.02038 2.64138 1.94841 1.65614
threshold=0.39170982905000007 0.47880302985000006 0.39394030120000006 0.47787491390000009 40.518963363600001 0.47736594710000008 42.546237522150008 41.835830569250014 0.57299182660000014 0.57927906350000014 41.559097512700014 43.276780833950006 41.772405911750006 42.388109226950007 0.56685428580000019 0.39563186730000005 0.53499895210000015 0.56345618395000019 38.983591653800012 39.065416244600009 0.56859076075000015 0.62143349005000015 0.42473279245000012 0.43837010870000009 0.39670967935000007 0.54284302865000023 0.54504356155000011 0.44922307715000004 0.46187239905000005 0.5132031975000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 7 9 22 10 14 25 21 -10 15 -4 29 -18 -19 20 -16 -11 -9 -21 -13 -8 -27 -28 -29 -17
right_child=2 -3 6 4 -6 -7 11 8 13 12 -12 24 -14 -15 19 16 17 18 -20 23 -22 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-7.8716410408699765e-05 -0.0021019955508334467 0.00038251734858633446 0.0012815355178537463 0.0006299780509445073 -0.0017645658141192727 0.00080341151727957114 -0.0028237066936240077 0.00057062839466920758 -0.0023787088168311481 -0.0020512354184008263 -0.0017239420434124614 -0.0020451190558090316 0.0024380293944280375 0.00072940887189592901 0.0014575646634072854 0.00071519896884104787 0.00016751940557886062 0.00013416816036963258 -0.0031294004550831448 0.0021189866873659617 -0.0025088409923308469 -1.4541179190939288e-05 0.0018636217453613421 0.00062571371879553098 5.7622841162486299e-06 0.0016953071246277845 -0.0027640898331361676 0.00072447718374736504 -0.0021273230281714647 -0.0016348091612741116
leaf_weight=84.715973749640398 2.9461717954836777 225.68689549621195 5.4512706212699404 7.9301228672266033 8.8143119160085899 15.42956757545471 1.7634147992357601 8.5221391413360887 1.8293494010576967 5.402485318249088 4.1131903622299424 1.4753242060542096 0.74989971145987588 2.2330671346280724 1.7904641139321023 1.2742010196670879 56.04043102171272 2.6942225098609915 2.1043348386883736 5.06726026535034 1.8319096617633475 2.744266179157421 8.2718258649110776 7.2418544851243496 46.075662264483981 1.8068128749728183 3.0525811016559601 2.1992172226309781 1.3880033164750782 6.4929024837911129
leaf_count=993 91 1055 21 29 72 54 25 47 75 270 33 86 6 17 15 17 304 23 25 16 49 297 23 38 737 5 35 8 56 111
internal_value=0.000143685 0.000237901 -3.11933e-05 -4.13198e-05 -0.000630516 5.71943e-05 2.39923e-06 0.000120308 0.00084175 -2.57779e-05 7.05437e-05 -0.000250429 -0.00104459 -0.00067021 0.000152566 6.03154e-06 -9.53169e-05 5.20067e-05 -0.00129702 0.000833728 -0.000548329 -0.00136517 0.00120749 0.00124045 -5.78687e-05 -0.00114724 -0.000797237 -0.0014755 -0.00037897 -0.00124929
internal_weight=527.139 342.577 184.562 116.89 16.7444 100.146 181.616 123.855 20.8564 102.999 94.102 57.761 8.89665 4.06242 89.9889 74.0574 68.6061 60.839 4.79856 15.9315 3.62237 8.14675 16.794 12.3091 47.551 10.21 8.44661 6.6398 3.58722 7.7671
internal_count=4633 2203 2430 1148 101 1047 2339 1387 162 1225 652 952 573 92 619 501 480 352 48 118 64 567 70 54 823 129 104 99 64 128
is_linear=0
shrinkage=0.00188464


Tree=517
num_leaves=31
num_cat=0
split_feature=2 0 2 2 0 2 0 0 0 2 0 2 0 0 0 2 2 2 0 2 0 2 1 1 2 1 2 2 2 1
split_gain=1.8763 2.35957 2.04812 1.90956 2.52537 1.86015 1.63052 2.49971 2.93938 1.56635 1.51277 1.49286 3.79168 1.44165 1.42585 1.92312 1.15354 2.54982 3.05613 1.3024 4.05987 2.39909 0.982504 2.1735 0.8896 1.74358 1.04281 1.92014 2.574 1.51147
threshold=42.783136484500005 0.58887458460000019 42.982930821650008 42.684965421050009 0.48368312325000012 42.720329370750001 0.48001556840000009 0.48149755995000004 0.50386215985000016 42.498713093000006 0.62143349005000015 42.620627117000005 0.49588335680000006 0.63528038085000016 0.41973294215000007 41.243661560350013 43.067541470150012 43.157831852650006 0.50386215985000016 43.521589032450009 0.47880302985000006 43.426369480700011 0.39712882845000003 0.44844465735000011 43.735142172100005 0.39814676205000005 49.247968080500009 47.74983977685001 45.700098835450007 0.34527409360000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 5 -5 -2 -8 -9 10 -3 14 -13 -12 15 -1 -4 18 -18 20 21 -19 -22 -24 25 -21 27 28 29 -26
right_child=2 9 16 4 -6 -7 7 8 -10 -11 13 12 -14 -15 -16 -17 17 19 -20 24 22 -23 23 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.0019643742257280062 -0.0025445825381610635 -0.0020211744989754726 0.00074403212629646151 0.0019305566947935586 -0.00044860336207378036 0.00021784914136943866 0.0009856616989067893 -0.0028467180784056537 -1.5851022422721982e-05 0.0015335174869727068 0.00076287752421264196 -0.0024810856925787232 0.00068560150275236435 -0.0020293360625726034 0.000203036760175203 0.0010406433033790005 -0.0026526053973374092 -0.0025497060691631415 -3.5289188572748501e-05 -0.0015563182870646246 0.0011535078434486087 0.00055673497989283151 -0.0012914916504944308 0.0012151060083739516 0.00070943460653049163 0.00054507128395883534 -0.0004850968030551647 0.00045448315919498032 -0.00096647541879134259 -0.00014672805178511588
leaf_weight=2.2844182346016164 1.6997427325695733 3.4064121646806589 6.5921015245839945 6.6161188930273038 3.546381998807191 3.217849912121892 2.4633480831980705 2.2678013183176517 2.7961434099124745 0.81319989240728308 1.8506964853440879 2.4425278148846692 2.7377461791038513 0.95808098959969346 351.35599587496836 1.0664930834900586 2.7593042080989099 2.1683200499974218 3.3994981879368424 3.6425338273402295 11.024369299411772 1.3946585387457164 2.0468451529741278 2.7918547941371799 9.3078311728313547 2.1399160791188478 14.48692613391904 26.699582871049643 10.619186846073715 28.886528781149536
leaf_count=217 32 225 40 60 25 21 7 20 33 24 67 28 14 258 2049 47 55 34 29 39 36 16 21 23 91 25 330 147 219 401
internal_value=0.000115903 0.000182726 -6.9338e-05 0.000202697 0.000888084 0.00137013 -0.000910067 -0.000540976 -0.00128361 -0.000877912 -0.00119343 0.000177215 -0.000807509 -0.000189553 0.000191596 -0.00100797 -8.71387e-06 -4.95995e-05 -0.00120792 1.23216e-05 0.000448547 -0.00133375 0.000848866 0.000154776 -7.6151e-05 -0.000778655 -3.10155e-05 5.60983e-05 -0.000161807 6.19158e-05
internal_weight=517.482 380.296 137.186 373.268 13.3804 9.83397 9.22704 7.52729 5.06394 7.02839 6.21519 359.887 5.18027 2.80878 354.707 3.35091 127.959 121.367 6.1588 115.209 19.426 3.56298 15.8631 4.8387 95.7825 5.78245 90.0001 75.5131 48.8135 38.1944
internal_count=4633 3035 1598 2461 106 81 92 60 53 574 550 2355 42 325 2313 264 1506 1466 84 1382 130 50 80 44 1252 64 1188 858 711 492
is_linear=0
shrinkage=0.00184769


Tree=518
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 2 0 0 1 2 0 2 2 0 2 2 0 0 1 1 1 1 0 1 2 0 2 2 2 0
split_gain=2.80348 3.98659 2.64894 2.0316 1.73082 2.6981 2.67604 1.94574 3.88125 3.4009 2.83187 1.55482 3.772 2.28522 4.4972 4.13132 2.58653 1.72118 1.97643 5.48547 2.86517 1.65171 2.5084 3.3458 3.11638 2.1158 1.53811 3.14365 1.55686 1.45918
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.54504356155000011 0.3447651268000001 40.408647214050006 0.47396784530000008 0.45995628875000011 0.35696536035000009 50.189067467950004 0.47673722340000008 42.055256506450007 42.431220712750012 0.48001556840000009 43.321682097200004 43.968221017800005 0.51017933595000009 0.47774018740000007 0.34512439750000007 0.34491482290000003 0.34524415440000006 0.34566330350000002 0.50291907430000016 0.34900152690000003 42.844429421150004 0.48911709230000006 44.202975721700007 43.968221017800005 42.654057868200006 0.53634621715000008
decision_type=2 2 2 2 2 2 2 2 2 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 26 -4 6 -6 -1 9 10 -7 -9 17 -13 14 -14 21 -17 -3 19 -19 -20 -15 23 24 -23 -26 27 28 -2 -18
right_child=2 11 3 -5 5 7 -8 8 -10 -11 -12 12 13 15 -16 16 29 18 20 -21 -22 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.00011042030370305892 -0.00047376197833922176 0.0011792816089782833 0.0003227920777423434 -9.4761841616389681e-05 -0.002250326852050435 -0.0020141920151411636 0.00093345841420128272 -0.0012213103235022976 0.0015652770860013559 0.0025117655144739175 0.00020248482699219872 -0.00081427260597141812 -0.0014265049727192 0.0012464264612208908 0.00051336969697553746 0.0001385262277824751 -0.0024109013190576276 0.00040191198649277784 0.0015106499670830905 -0.001621555528715987 0.00041336326741116047 0.0011291264307253213 0.0011460083517867473 -0.0015822861491524159 -0.0012635346198588901 0.00048218462825147529 -0.0018793984208747281 0.0015804471426263738 -0.0020165563547342624 -0.00011343432562312329
leaf_weight=42.033745582448319 16.60412836726756 9.3636009693145734 54.819778580218554 111.5013669267646 2.4379800253082093 3.7393510597758022 9.4951851461082679 7.8550724191591206 3.7460839152336112 0.60890573263168324 10.033962104469536 11.231380680575965 6.5643828883767119 12.401647314429281 8.8520116005092842 6.7415246367454511 2.6918898439034824 17.585686922073368 7.9610111862421027 5.5619442388415328 131.11362465843558 9.3183503746986442 11.700364202260969 3.1026800237596026 4.163000635802744 4.6194942593574524 2.6027030140394336 2.1930580697953692 2.3556318571791044 1.2896060533821581
leaf_count=521 215 26 264 1720 83 158 37 107 12 1 54 63 59 39 36 33 51 67 24 36 572 72 44 22 25 17 185 11 68 11
internal_value=0.000135834 0.00023377 -3.63688e-05 4.28648e-05 -0.000112129 -0.000463971 8.19342e-05 -0.00029636 -7.8488e-05 -0.0013804 -0.000422703 0.000342535 0.000142467 0.000292869 -0.000312639 0.000459476 -0.00053178 0.000438935 0.000396202 -8.42895e-05 0.000476175 0.000694089 0.00048591 0.00012166 0.000413735 -0.000345306 -0.000591112 -0.000432598 -0.000665445 -0.00166675
internal_weight=524.289 334.212 190.077 166.321 79.9503 28.4214 51.5289 25.9834 21.6351 4.34826 17.889 254.262 82.6763 71.445 15.4164 56.0286 10.723 171.586 162.222 23.1476 139.075 45.3055 32.9039 21.2035 18.1008 8.78249 23.7555 21.1528 18.9598 3.9815
internal_count=4633 2170 2463 1984 973 415 558 332 173 159 161 1197 472 409 95 314 95 725 699 103 596 219 180 136 114 42 479 294 283 62
is_linear=0
shrinkage=0.00177594


Tree=519
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 0 1 1 0 0 0 1 1 0 0 1 2 2 0 1 1 0 2 0 2 1 0 1 0
split_gain=3.70877 4.34068 3.74375 2.53928 2.06537 3.19406 2.33484 1.83259 1.85905 2.85836 2.53824 2.93436 2.60263 3.95337 3.00632 2.74735 2.0984 2.13067 1.77974 2.30134 1.9241 2.22025 1.6692 1.70716 3.36628 2.56712 2.0569 2.01537 3.90322 2.41141
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 0.54504356155000011 43.930205408700004 0.51017933595000009 0.49688632075000011 0.43540612555000008 0.4529056016000001 0.56065686655000013 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.56915960600000015 0.57161462230000015 0.44922307715000004 40.94178426300001 39.571921479100006 0.54284302865000023 0.41861022125000008 0.41625999220000004 0.47847369840000004 41.873095646600007 0.47787491390000009 41.741384785950011 0.36042334060000009 0.47396784530000008 0.34269932035000011 0.47500074850000013
decision_type=2 2 2 2 2 2 2 2 2 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 18 -3 6 -6 -5 10 -10 -9 -12 13 15 -15 -13 17 -16 -4 20 21 -20 23 25 26 27 -25 28 -1 -29
right_child=2 4 3 7 5 -7 -8 8 9 -11 11 12 -14 14 16 -17 -18 -19 19 -21 -22 -23 -24 24 -26 -27 -28 29 -30 -31
leaf_value=0.00013174488465515972 -0.00073471832145550781 0.00048424233394116104 -0.0002070589825008378 -0.00056114174432829217 -0.00065380713420240381 -0.0018317659614008831 0.0013782171396830587 0.0011319700912560109 -0.0034997727802857622 -0.00018657507489038444 -0.0016076583719940301 -0.00017231182262506843 0.0012244526017251157 0.0011671918376451658 -0.00032354381971693742 0.0020627684509775517 0.00012187909981421506 -0.0025444715516164205 0.00018748618386110446 0.0012003422964695651 -0.00076042610708051462 0.0016569168472360021 -0.001041966260159145 -0.00023565626626769609 -0.0024600739331205753 0.0017242576288382587 0.0011233461777104903 0.001773426169118963 -0.0018982352911833104 0.00023658227291791569
leaf_weight=15.739845337346198 25.845559583278373 206.63039360567927 14.152566900476812 26.277470114640892 4.3594314083456975 3.6642959974706164 4.0131876617670059 10.37732883915305 0.98510797042399545 41.445659599179635 3.560700953006747 4.0913870520889812 7.3833610452711573 2.365071188658475 2.3981361059704778 4.0381338745355606 2.9601723696105182 4.7739480109885335 17.427141987718649 14.531302284449337 5.5137046296149483 4.859359346330165 5.6752899643033734 45.59327575052157 2.3646812401711932 4.1324724731966844 4.5239431206136933 4.4415865503251579 4.5012373781064516 25.058580107986927
leaf_count=220 479 919 78 276 24 62 17 35 16 1151 19 24 25 8 40 20 36 70 88 52 33 13 44 525 27 16 38 16 160 102
internal_value=0.000157927 0.000281509 -5.3842e-05 5.14444e-05 0.000439151 -0.000334913 0.000320189 -0.000117841 2.02132e-05 -0.000263497 0.000307187 3.60814e-05 0.000245036 -0.000105545 -0.000784312 0.000937908 -0.00123983 -0.00180186 0.000383086 0.000580387 0.000256334 0.000507882 -2.61822e-05 2.80215e-05 -0.000218736 0.000268404 -0.000112983 0.000147453 -0.000319685 0.000467972
internal_weight=523.684 330.698 192.986 167.141 218.667 12.0369 8.37262 110.656 84.379 42.4308 41.9482 31.5709 28.0102 20.6268 12.4973 8.12952 10.1323 7.17208 56.4841 42.3315 27.8002 22.2865 112.031 106.356 52.4819 53.8737 50.1172 49.7412 20.2411 29.5002
internal_count=4633 2170 2463 1984 1022 103 41 1720 1444 1167 277 242 223 198 154 44 146 110 264 186 134 101 1148 1104 590 514 563 498 380 118
is_linear=0
shrinkage=0.00192234


Tree=520
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 1 0 0 2 1 2 2 0 0 1 0 2 2 1 2 0 0 2 2 1 1 0 2 2 0
split_gain=2.34585 3.27388 2.45297 3.0908 3.06596 2.14276 3.49451 2.6514 3.2337 2.22891 2.17757 2.06147 2.0176 5.35733 3.09845 2.77852 3.3 3.53232 1.96697 2.5955 1.74832 2.35811 2.81426 1.69333 3.7698 2.85738 1.81492 2.37465 1.73464 1.69236
threshold=0.5485614203000001 0.43540612555000008 44.202975721700007 0.41861022125000008 0.41973294215000007 0.41917906650000009 0.53998383280000006 0.54284302865000023 41.542492784600007 0.42111014640000005 41.037275035300006 43.895345911700005 0.52324780695000006 0.5380527529500001 0.40206880030000008 0.47938684470000009 42.759119507950011 43.477771593600004 0.43593006200000012 36.772607578000013 0.47961138885000004 0.48077901860000011 41.835830569250014 47.927946529500012 0.4172030777500001 0.3584174126500001 0.47774018740000007 44.749265482150008 49.247968080500009 0.5541600551000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 23 -1 6 11 -7 9 -9 -8 12 15 14 -14 16 -6 -18 -3 -20 -17 22 -22 24 25 26 27 -4 -25 -21
right_child=1 18 3 -5 5 7 10 8 -10 -11 -12 -13 13 -15 -16 20 17 -19 19 29 21 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=-0.0013345490173566283 -0.00086256658086794461 0.0020485961930263143 -0.0025488343375941421 -0.0024699078842629432 0.00015496731812153039 -0.00013604849892428049 -0.00027995545926297555 0.0014187593147645156 0.0021249195427286622 -0.00018644679768505288 -0.0022218589456544633 0.0011194009905186107 -0.00039922156217682035 0.00089949060626828923 -0.0026489687389348818 0.0012919998377088971 -0.0018432538081072317 0.00035869514830749651 -0.002092315996668532 -0.0018508694631852495 0.00020213313855008063 0.00045287496778513971 -0.0017021081024888912 0.00057908254415967671 0.0024254309236264606 -0.0016337304578622055 0.0010293578762239353 0.0001058071807657013 -0.00067953373607886362 8.7999930384711312e-05
leaf_weight=4.6504252529703072 19.175262360833585 1.8223023042082775 1.8867468023672751 2.2713325758231795 78.180572877638042 8.8348763259127754 6.8182802647352201 6.1507541388273257 8.0238970965147001 7.2410067245364189 3.2920626327395439 10.345918267965315 30.371510269120336 13.337815672159193 2.5513360500335684 8.6108203455805761 7.0045757121406478 4.6672688163816929 2.2411664981045751 1.7688586637377728 9.6660804152488691 165.43587622512132 4.3162804394960395 16.250127755105499 1.5185006372630585 8.3230214151553792 3.6295083910226822 4.1344154304824769 5.6820979011245063 80.525173683243338
leaf_count=344 239 7 28 92 461 59 34 17 24 29 27 38 303 44 26 40 108 28 281 13 38 764 28 64 4 231 12 57 55 1138
internal_value=0.000131878 -0.000129663 0.000197099 -0.000242839 0.000247754 0.000267384 0.000223461 0.00076774 0.00114059 0.000550815 -0.000912265 0.000257789 0.000230289 -0.000148855 -0.000573564 0.000293407 9.77547e-06 -0.000962751 3.30743e-05 -1.03737e-05 0.000428944 0.000387524 -0.000385696 -0.000120727 -0.000541245 -0.000791883 -6.58494e-05 -0.000726032 0.000253006 4.63251e-05
internal_weight=528.728 105.533 423.195 43.6958 379.499 374.849 344.598 30.2505 21.4157 13.3918 10.1103 334.488 324.142 46.2607 32.9228 277.881 89.8524 11.6718 86.3575 84.5352 188.029 179.418 13.9824 41.4244 19.4922 17.9737 9.65067 6.02116 21.9322 82.294
internal_count=4633 1678 2955 543 2412 2068 1939 129 70 46 61 1878 1840 373 329 1467 597 136 1439 1432 870 830 66 451 332 328 97 85 119 1151
is_linear=0
shrinkage=0.00196078


Tree=521
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 0 0 2 0 0 0 0 1 1 0 1 1 1 0 2 0 1 1 1 1 2 1 0 0 0
split_gain=0.35204 0.525204 1.374 1.16846 1.4353 1.03169 1.5596 1.3441 0.970431 3.84261 2.08129 1.69468 1.6503 1.3914 0.66232 0.978582 1.36283 0.639435 1.31125 0.474155 1.69861 0.906799 0.934419 2.45617 0.46366 0.392376 1.32607 2.10194 0.404102 1.77143
threshold=32.724174661450007 36.558960102350007 37.041406607950009 0.3975479776000001 34.424709467050008 0.50452082270000009 0.52577767130000008 36.772607578000013 0.5116313883000001 0.50035927070000008 0.49877249185000011 0.52252926560000013 0.36510882910000009 0.36476452800000009 0.54450465555000005 0.43540612555000008 0.43643902880000007 0.34377713240000007 0.49194634890000005 37.765550062200006 0.52324780695000006 0.40272746325000003 0.42307116555000007 0.4529056016000001 0.35394149875000008 38.060777288450005 0.37407562650000009 0.52889135055000014 0.47880302985000006 0.47787491390000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -3 -7 -8 9 10 12 -10 13 17 -5 -16 -17 -2 24 20 -4 -22 -23 -24 -19 26 -21 -28 29 -27
right_child=1 2 19 4 -6 6 7 -9 11 -11 -12 -13 -14 -15 15 16 -18 18 -20 25 21 22 23 -25 -26 28 27 -29 -30 -31
leaf_value=-0.016114919195109493 0.016325583463711612 -0.0021991571573344902 0.022909869458698603 0.032073192460900297 -0.046901614632293399 -0.075236226517561539 -0.05610835200069636 0.007886477969887843 0.043289529597444705 -0.033024577846508793 0.047977098662635581 0.0051001533701406764 -0.03532208091211396 0.046988180272991092 -0.056469605649033069 0.056952732933880278 -0.045772724247478989 -0.014371370904333998 0.020986172823414931 0.015640401261574493 -0.035067241564393087 0.02523660863342941 -0.058789816001421934 0.017556318771270903 -0.067696128708896366 0.00083320355957016237 -0.062720977765165456 0.0032190857817918045 0.0015311817990876144 -0.015902104866711276
leaf_weight=2.1991288439385235 2.9244091426953727 3.9545678808353832 7.2204335778951627 1.002610940486192 1.5333057845418805 1.1232716180384161 0.92780509447038673 1.6448486652225254 3.7106363177299482 3.8300887644290915 2.8094806224107733 4.8391605326905847 1.4633403569459913 1.7620302140712736 0.57058353349566437 0.55634075403213501 0.4021593251673039 0.52615022403188072 1.0425777435302732 2.1776621136814347 1.5715119801461694 1.926851689815521 1.2490268065594139 1.9518149630457626 0.67001410573720932 73.827506979927421 1.5927871745079758 1.9354503527283666 297.05925211006252 13.526379301212726
leaf_count=241 42 28 44 4 116 9 30 25 12 20 10 30 8 7 13 1 52 37 7 15 16 7 26 36 13 838 20 34 2794 98
internal_value=0.000852541 0.000937473 0.000556578 0.00661019 -0.0144406 -0.0172921 -0.0334412 -0.0151927 0.0102395 0.00373391 0.0163065 0.0216745 0.00569944 0.0143676 0.00521923 -0.0123887 0.0138521 0.00323514 -0.0138645 0.000894544 0.00860471 -0.00681346 0.00184563 -0.0122353 -0.0442405 0.000619441 -0.0104473 -0.0265489 0.000783707 -0.00175819
internal_weight=441.531 439.332 411.689 27.6429 4.065 7.65049 3.69593 2.57265 23.5779 15.0281 11.198 8.5498 8.38852 6.92518 2.53169 1.52908 0.9585 5.16315 2.23874 404.039 13.9196 6.69921 5.12769 3.20084 1.19616 390.119 5.7059 3.52824 384.413 87.3539
internal_count=4633 4392 4020 372 186 92 64 55 186 144 124 42 114 106 70 66 53 99 57 3928 129 85 69 62 50 3799 69 54 3730 936
is_linear=0
shrinkage=0.0425139


Tree=522
num_leaves=31
num_cat=0
split_feature=0 2 0 1 2 1 1 0 1 2 2 2 0 2 1 1 0 0 2 0 2 2 1 0 1 0 0 2 2 0
split_gain=2.64802 3.18517 3.4253 2.78653 2.26986 3.7394 2.92592 2.17698 2.05998 2.02685 2.52723 1.77498 1.5698 1.4674 1.50711 3.40055 4.14121 4.66965 2.50564 2.12142 2.16394 2.06035 2.03185 3.48209 2.08597 2.42612 1.93923 3.28741 3.44082 2.33239
threshold=0.5485614203000001 44.202975721700007 0.41973294215000007 0.41861022125000008 47.927946529500012 0.4172030777500001 0.3584174126500001 0.47774018740000007 0.43540612555000008 44.749265482150008 45.205561619650005 49.292797572200008 0.54191491270000014 43.895345911700005 0.41917906650000009 0.39563186730000005 0.53447501570000011 0.53998383280000006 43.61821939175001 0.51657136015000005 36.654713368950006 41.542492784600007 0.39431454150000006 0.52401125715000008 0.39019789825000006 0.52769378160000013 0.47880302985000006 42.759119507950011 43.477771593600004 0.47847369840000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 -2 -3 -11 -6 -8 14 15 18 19 -18 22 -17 -21 -16 23 26 -25 -26 27 29 -29 -4
right_child=8 3 13 -5 11 -7 12 -9 -10 10 -12 -13 -14 -15 21 16 17 -19 -20 20 -22 -23 -24 24 25 -27 -28 28 -30 -31
leaf_value=-0.0013469597121895556 -0.00073167854719039709 -0.0024879955009643687 0.00032249592507979787 -0.0024602514603486959 0.00052701697684837861 0.0023372350405226018 -0.0019969749239577253 0.0010383107860484902 -8.8090083753816293e-06 0.00097875840345267484 -0.0020929970576750762 -0.00088617389411015015 0.00046130469236036311 0.00097878116416130496 0.0003225871728240502 0.00090218277021198552 0.0006091065590036706 -0.0011189704479607271 -0.0009914219777459217 0.00039588391728204939 -0.0022352233808873231 0.001428848076590197 0.0014818605475085912 0.00035685693332587087 -0.0024166825589842923 -0.00013026690434647577 0.00045108276339301092 -0.0018476495293266091 0.0011892676175290823 -0.00096319960041152159
leaf_weight=4.7784852386685079 17.467816869728267 1.9121299078688077 65.738293778849766 2.0624261497287071 17.497705738991502 1.4475707337260235 7.5688637406565231 3.5948134735226631 87.757657507027034 2.7895302670076489 1.5340723972767589 4.0432871812954536 1.099360506981611 11.120779288932679 18.20346127636731 1.2556516230106343 18.261551264673475 8.4534869417548162 5.4313180800527325 1.3949461076408605 6.718779731541872 9.4515879722312075 5.5172764919698229 3.9253408685326558 3.8437904296442866 3.0965960212051868 191.8414120413363 5.7137069129385045 1.8170980811119077 5.6633630488067856
leaf_count=344 239 28 391 92 77 4 224 12 1439 18 39 42 7 48 75 15 73 57 35 15 140 44 20 17 70 33 877 105 9 44
internal_value=0.000143613 0.000212557 0.000270109 -0.000279343 -0.000170925 -0.0006382 -0.000871034 -0.000153132 -0.000128808 -0.000839982 -0.000111142 0.000261758 -0.0016852 0.000291138 0.000269677 0.000233412 -0.000323377 6.22881e-05 0.00030208 -0.00142303 -0.00178287 0.000700671 0.000326546 0.000303913 -0.000763117 -0.00139655 0.000346731 9.31109e-05 -0.00111488 0.000220518
internal_weight=521.002 415.777 372.227 43.5498 41.4873 19.9463 18.4988 9.83055 105.225 6.23573 4.3236 21.541 8.66822 367.448 356.328 328.673 36.0844 26.715 292.588 9.36938 8.11373 27.655 287.157 281.64 10.8657 6.94039 270.774 78.9325 7.5308 71.4017
internal_count=4633 2955 2412 543 451 332 328 97 1678 85 57 119 231 2068 2020 1901 300 130 1601 170 155 119 1566 1546 120 103 1426 549 114 435
is_linear=0
shrinkage=0.00192234


Tree=523
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 2 2 2 0 1 2 0 0 2 2 0 2 0 0 0 1 1 0 0 1 1 1 2 2
split_gain=2.66655 4.6258 2.22069 2.18106 1.79804 3.89029 3.06729 3.26516 2.62481 2.10698 3.46416 2.45899 3.36258 3.52979 2.21179 2.68949 1.95629 1.64997 1.8944 1.82864 2.69205 2.02009 1.51274 2.02564 1.50696 1.44352 1.42885 3.16203 3.02597 1.97658
threshold=0.39170982905000007 0.39394030120000006 0.47721625100000004 0.5116313883000001 0.39563186730000005 0.39814676205000005 36.558960102350007 49.960114208400007 38.238138001450004 0.5485614203000001 0.42111014640000005 44.202975721700007 0.53312775065000018 0.53146612375000013 41.542492784600007 40.94178426300001 0.54353163080000011 37.995872310650007 0.54191491270000014 0.54353163080000011 0.54986377655000018 0.41461333495000008 0.43540612555000008 0.5641597557000001 0.55234873210000013 0.41808628485000005 0.34524415440000006 0.34536391125000004 42.720329370750001 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=2 -2 26 -3 -5 6 -6 -8 17 11 -11 14 13 -13 15 16 25 18 -7 -20 -21 -22 -23 -24 -12 -10 -1 -28 -29 -30
right_child=1 3 -4 4 5 8 7 -9 9 10 24 12 -14 -15 -16 -17 -18 -19 19 20 21 22 23 -25 -26 -27 27 28 29 -31
leaf_value=8.265116576037738e-05 -0.0021684655475361107 -0.0021468258213463865 0.00031521936836348917 0.00086923801979888046 0.0010355747169285602 -0.0023670311838506109 -0.002218343390484176 0.0015831175709587397 0.0004899142333756705 -0.0022960684637284051 -0.0014089687948471883 -0.0020478940487058152 -0.0026674880408765439 0.0015564046864180075 0.00099021164861709944 -0.0010641091188046574 0.0011035575291570049 -0.0023446997039075139 0.0014338262769920823 -0.002797384375039162 0.0030467546410332361 -0.002063437143968316 0.0013520262389291437 -0.00078819926839262448 3.6092557594295361e-05 -0.00067128451756616058 -0.0026192734987365613 0.00045613615666579589 -0.0024031527574707445 -8.3884628787859886e-05
leaf_weight=58.440330855664797 3.7520103848073623 1.7534166169352818 255.7564685838297 8.5327319153584522 1.7968456484377364 1.7172234803438211 6.8038472291082144 0.95174991711974133 10.16590198129416 2.5167686906643203 2.7524535059928885 1.5723278948571522 2.188585327938199 2.7782357335090637 22.216348325833678 5.2012602835893622 10.313269294798372 1.963736421545035 2.0789523348212233 1.6479483684524883 0.68452322483062644 1.6118749873712639 2.5900740521028638 4.4280249309085775 85.678897203761153 6.4764372482895842 2.3524198031518635 9.1825220370665175 2.9882290060631922 2.4889421872794628
leaf_count=719 91 52 1230 50 12 28 183 6 43 53 21 91 23 8 91 28 30 41 6 20 1 51 14 342 1117 28 42 87 60 65
internal_value=0.000125205 -5.49301e-05 0.000229723 -1.28436e-05 7.20144e-06 -3.40904e-05 -0.00122752 -0.00175184 3.35329e-05 0.00011313 -7.21777e-05 0.000389813 -0.000723936 0.000253783 0.000523757 0.000201496 0.000445702 -0.000689312 -0.000469052 -0.000219136 -0.000532608 -0.000131918 -0.000384048 1.66456e-06 -8.88543e-06 3.80288e-05 -6.00768e-05 -0.000550379 -0.000218386 -0.00134923
internal_weight=523.382 192.173 331.209 188.421 186.668 178.135 9.55244 7.7556 168.583 151.86 90.9481 60.9124 6.53915 4.35056 54.3732 32.1569 26.9556 16.7224 14.7586 13.0414 10.9624 9.3145 8.62997 7.0181 88.4314 16.6423 75.4524 17.0121 14.6597 5.47717
internal_count=4633 2430 2203 2339 2287 2237 201 189 2036 1533 1191 342 122 99 220 129 101 503 462 434 428 408 407 356 1138 71 973 254 212 125
is_linear=0
shrinkage=0.00192234


Tree=524
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 0 1 0 2 2 0 0 2 2 2 2 2 0 1 2 0 2 1 1 0 1 0 0 2
split_gain=2.13288 3.0504 2.95291 2.0394 3.44539 3.0653 1.8613 2.56183 1.69366 1.47762 3.25808 4.35589 3.56639 2.87313 2.6408 1.44222 5.6089 2.30939 1.3988 1.4839 1.77464 1.57222 1.51967 1.42719 1.84782 1.51341 2.51884 2.2036 1.34878 1.66355
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 43.930205408700004 0.51017933595000009 0.4995209724000001 0.47847369840000004 0.34515433670000012 0.53634621715000008 42.684965421050009 41.243661560350013 0.47943175355000006 0.48077901860000011 42.686561923500008 41.11191809080001 42.759119507950011 43.477771593600004 42.686561923500008 0.54504356155000011 0.43540612555000008 42.081757894750005 0.55980359870000018 49.960114208400007 0.41625999220000004 0.40272746325000003 0.54353163080000011 0.41808628485000005 0.53998383280000006 0.41973294215000007 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 6 9 5 -5 15 -8 -6 10 14 -12 -13 -11 -4 17 -17 28 23 20 -20 -21 -22 24 -3 26 -25 -28 29 -1
right_child=1 18 3 4 8 -7 7 -9 -10 13 11 12 -14 -15 -16 16 -18 -19 19 21 22 -23 -24 25 -26 -27 27 -29 -30 -31
leaf_value=-0.0022386004603786864 -0.00070871600492087498 0.00027698240785057438 0.00046632595760243731 -0.00084044853572828231 -0.0028728037854031021 0.0016492519846611714 -0.0028846719075885014 -3.1083925512487904e-05 -6.2411271198228651e-05 0.0021673013201059239 0.0017018649704761398 -0.0019487041016900653 -8.3126046037150129e-05 0.00057094570998725974 0.0017599560902493948 -0.0021451392843853342 5.6720655994745706e-05 0.0021401755026802553 -0.0002319317202009901 0.00079490818475665419 -0.002387704284680674 -4.5457026045268801e-05 9.9137486381451102e-05 0.001567321661512078 -0.0011083827117530389 0.0012519540920427025 -0.0012210256335801993 0.00046096217307990439 0.00020825307758992948 0.00087036984583677005
leaf_weight=2.1668504511471833 25.214623217703775 18.300026134587828 102.6917765326798 4.5579235758632404 2.8708683159202328 4.1022466719150543 2.3241858035325995 3.358300905674696 1.3892655856907365 5.6977025866508475 5.3964814469218245 4.9983654469251624 42.637821607291698 36.176550064235926 7.3851640820503226 6.0198826137930146 31.385113002965227 2.6152989845722905 19.621697788592432 11.227229176089166 3.486212437041103 72.397713701211615 1.5497640958055852 5.0403459146618905 5.4570093117654315 11.231540139764546 5.3074462097138158 9.4659931696951372 59.992604351602495 1.150344355497509
leaf_count=217 479 100 439 25 51 16 24 20 11 56 29 32 190 142 31 138 309 9 173 51 75 1393 28 14 35 42 37 36 382 49
internal_value=0.000144784 -3.2359e-05 0.000246816 0.000387276 -0.000417886 0.000338901 -3.39488e-05 -0.00119823 -0.00195631 0.000438026 0.000348139 -7.73215e-05 -0.000278877 0.000788157 0.000553117 3.00789e-05 -0.000297642 0.000216023 7.22128e-05 -6.54553e-05 -0.000515916 6.73678e-05 -0.00162241 0.000344228 -4.1237e-05 0.000639199 0.000291856 -0.000143302 0.000136537 -0.00116046
internal_weight=515.216 188.3 326.917 217.904 12.9203 8.66017 109.013 5.68249 4.26013 204.984 163.11 53.0327 47.6362 41.8743 110.077 103.33 37.405 65.9251 163.085 108.283 24.6577 83.6249 5.03598 54.8024 23.757 31.0453 19.8138 14.7734 63.3098 3.31719
internal_count=4633 2463 2170 1022 103 41 1148 44 62 919 721 251 222 198 470 1104 447 657 1984 1720 276 1444 103 264 135 129 87 73 648 266
is_linear=0
shrinkage=0.0020895


Tree=525
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 2 0 0 1 0 0 1 1 2 1 2 2 2 0 1 2 0 1 2 0 2 2 0 2 2
split_gain=3.06195 3.62915 3.46212 2.11746 1.71932 2.02701 1.86469 1.56392 2.06994 2.07938 3.49332 3.30007 4.75559 2.85306 4.83109 5.48594 2.93882 2.34743 7.37931 5.21091 5.1512 2.24604 2.23523 2.5133 2.08577 2.49594 5.93309 2.22043 2.04884 1.58415
threshold=0.39078171310000004 0.47721625100000004 0.53146612375000013 0.54504356155000011 0.43540612555000008 42.081757894750005 0.55980359870000018 0.52401125715000008 0.39019789825000006 0.50730517050000012 0.50291907430000016 0.37644082515000005 0.37043801085000005 38.621016321050007 0.35585760905000008 43.321682097200004 37.041406607950009 41.976795488650005 0.48001556840000009 0.34608245260000009 44.026978245600006 0.47757552170000012 0.38906020780000011 38.751720283100006 0.48389269780000005 43.157831852650006 42.620627117000005 0.48265022005000008 40.679780036550007 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 -1 -2 -4 5 -5 -6 8 9 10 13 12 -11 16 17 28 -3 19 20 21 -19 -15 23 -13 27 26 -26 -20 -16 -25
right_child=2 7 3 4 6 -7 -8 -9 -10 11 -12 22 -14 14 15 -17 -18 18 24 -21 -22 -23 -24 29 25 -27 -28 -29 -30 -31
leaf_value=-0.00010948949802071638 -0.0006933440212246113 0.00047223585632775664 0.00036377350464149809 -0.00025898124486847595 0.00075114899111853738 -0.0015977530931107508 -7.6568658053662386e-05 -0.00042170942171344448 0.0013093802441569286 0.00038063190139380344 0.0012840478981928456 -0.00012045161888743772 -0.0020671037662323426 0.0014593365732171026 -0.0031515343919783722 0.00072860267161593557 0.0019170119143957227 -0.0017540548297710669 0.00036402925262503301 0.0014646090801441359 0.00080255017135576483 0.00022375046351590474 -0.00066648445816032691 0.0020544777128838243 0.00054591206834906909 0.00089122555116968568 -0.0021018577264961817 0.0015539194780184937 -0.0010606587856030292 0.0005383834617699024
leaf_weight=75.860062158899382 26.297380010364577 14.000686988234522 55.536167749203742 20.727212407626215 11.635677342768757 5.2348023797385386 74.166052567132283 8.9069362590089423 8.881527438759802 5.6194649348035437 16.639682121574879 8.1028775423765236 6.1358351111412048 5.9293232262134543 3.1095596402883512 4.5188969038426876 8.2793921530246717 11.186032673344014 14.153280436992647 18.775264631956816 3.9374592024832955 65.428246960043907 6.0828377008438101 5.2139307707548124 7.9979257285594958 7.6612475812435141 5.1354566961526871 9.813909135758875 3.9088721796870232 4.9788649138063192
leaf_count=973 479 60 264 173 51 103 1393 58 29 35 66 37 54 16 25 20 30 91 56 83 16 265 29 12 31 25 35 70 24 30
internal_value=0.000147011 0.000259535 -4.49443e-05 5.69757e-05 -9.54742e-05 -0.000528922 3.56791e-05 0.000369577 0.000398286 0.000364087 0.000440595 -6.03905e-05 -0.000896996 0.000364251 0.000275317 -0.000923384 0.00100912 0.000367504 7.24951e-05 0.000563512 -0.00108843 0.000326419 0.00034302 0.000678654 0.000464733 1.92388e-05 -0.000489427 0.000851257 -0.00198703 0.00131391
internal_weight=523.855 330.258 193.597 167.3 111.764 25.962 85.8017 254.398 245.491 236.609 200.475 36.1338 11.7553 183.836 161.555 11.5373 22.2801 150.018 59.8853 90.1328 15.1235 71.3576 24.3785 18.2957 44.7618 20.7946 13.1334 23.9672 7.01843 10.1928
internal_count=4633 2170 2463 1984 1720 276 1444 1197 1139 1110 913 197 89 847 757 69 90 688 324 364 107 281 108 79 217 91 66 126 49 42
is_linear=0
shrinkage=0.00192234


Tree=526
num_leaves=31
num_cat=0
split_feature=2 0 0 0 1 2 1 2 0 2 2 0 2 2 0 1 1 2 0 0 1 1 1 1 1 1 1 2 2 2
split_gain=0.479556 0.660903 0.392637 1.97883 1.56877 0.794354 1.75537 1.83606 2.381 2.2364 4.3496 2.00689 1.6665 1.10337 0.773877 1.24467 0.757444 1.67069 0.673062 1.79818 1.67661 1.04922 0.932103 0.837527 1.16286 1.37293 2.34035 1.93548 2.07236 2.66479
threshold=51.757767929250001 0.61400856260000014 0.47396784530000008 0.47500074850000013 0.34422622080000004 40.767054867700004 0.34269932035000011 39.955516828000007 0.46898296455000005 39.476991512000005 37.345948426100009 0.41973294215000007 38.171717059500004 38.060777288450005 0.47673722340000008 0.3447651268000001 0.34548366815000003 43.968221017800005 0.52432561900000019 0.52688542260000015 0.39019789825000006 0.38334181610000007 0.3975479776000001 0.39170982905000007 0.39431454150000006 0.39563186730000005 0.39995808510000008 36.558960102350007 43.61821939175001 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=2 -2 5 -4 -5 6 7 8 9 10 11 -1 13 -8 15 -6 17 -17 -16 20 -20 -21 -22 -23 -25 -26 27 -27 -29 -30
right_child=1 -3 3 4 14 -7 12 -9 -10 -11 -12 -13 -14 -15 18 16 -18 -19 19 21 22 23 -24 24 25 26 -28 28 29 -31
leaf_value=-0.050936901603792259 -0.046679661869563786 0.0050486604774507065 0.027401987631536194 -0.029057095139128665 0.014582116251825756 0.0012906199163349513 -0.050194717966451217 -0.058538124029628512 0.06549922613535443 0.053397617860890666 -0.071556947237817206 0.025295655798040325 -0.077943909900079766 0.019753483077053199 0.0033075849496383807 -0.051261327851268579 0.001880387922952285 0.012995423358009756 0.0098393026865166797 -0.034260618421488788 -0.05336609586771815 0.017713321905206879 0.0022052131875287999 -0.031440745735781851 0.024621914503961551 0.026143777797122014 0.0013140569955527232 -0.054095667542056226 0.073168897982381395 -0.02738396497966095
leaf_weight=0.88763801608001625 1.0159315579803654 1.0038704532198606 5.9551923442631951 3.4853186355903736 2.49703700840473 26.388465609168634 0.86237105063628339 1.0692862719297398 1.1283484995365141 1.135833293199539 1.9535504449158905 3.4497363474220037 1.4165611399803308 0.99059125781059265 224.50633117533289 3.0533033167012036 1.7070178911089895 1.134578540921211 1.8662663241848338 1.7655856460332859 3.1053927531465892 5.7572383228689423 0.77005138434469689 2.3464224571362129 4.723789954558014 1.3644635919481496 132.64314509878022 4.0136863384395838 0.69403588771820102 2.4088723245076835
leaf_count=83 136 24 35 24 9 435 75 23 2 3 36 31 77 3 1282 74 21 6 15 13 79 29 17 42 24 11 1836 86 1 101
internal_value=0.00101137 -0.0209699 0.00111157 0.00153137 0.00114412 -0.00320376 -0.0124019 -0.00267836 0.00430345 -0.00499404 -0.0155367 0.00969476 -0.0410247 -0.0128005 0.00141104 -0.0121724 -0.0235054 -0.0338529 0.00170638 -0.000520066 -0.0253691 0.000396183 -0.0423241 0.000793642 0.000136326 0.000644342 -0.000158249 -0.023185 -0.0326428 -0.00489303
internal_weight=445.1 2.0198 443.08 403.798 397.843 39.2824 12.8939 9.62439 8.55511 7.42676 6.29092 4.33737 3.26952 1.85296 394.357 8.39194 5.8949 4.18788 385.965 161.459 5.74171 155.717 3.87544 153.952 148.194 145.848 141.124 8.48106 7.11659 3.10291
internal_count=4633 160 4473 3705 3670 768 333 178 155 153 150 114 155 78 3646 110 101 80 3536 2254 111 2143 96 2130 2101 2059 2035 199 188 102
is_linear=0
shrinkage=0.0452143


Tree=527
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 2 0 2 0 0 0 2 1 2 0 2 2 1 0 1 2 2 1 1 1 0 0 0 0 1
split_gain=0.431503 1.43738 1.20233 2.27533 1.59089 0.987431 3.19218 0.845421 1.28219 1.31522 1.23504 1.08564 4.10562 1.83608 0.963155 0.728995 1.32931 1.04108 0.759296 3.44326 1.54331 0.979392 0.974746 2.15032 1.18222 4.02296 2.83376 1.57249 4.08795 1.47987
threshold=42.783136484500005 42.982930821650008 42.684965421050009 0.48368312325000012 42.720329370750001 42.580420142950011 0.49588335680000006 42.477827694800006 0.58887458460000019 0.62143349005000015 0.48271009850000007 42.243697547450004 0.34626208795000007 42.431220712750012 0.63528038085000016 42.027798546600003 42.081757894750005 0.34608245260000009 0.47396784530000008 0.34269932035000011 38.171717059500004 38.060777288450005 0.34458549145000011 0.3447651268000001 0.3584174126500001 0.48588365620000007 0.48368312325000012 0.48735067810000005 0.49194634890000005 0.36476452800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 5 4 -4 7 -7 8 11 -10 -9 15 13 -13 -11 18 -17 -18 19 -1 21 -21 -20 -24 25 26 -25 -27 -29 -26
right_child=1 -3 3 -5 -6 6 -8 10 9 14 -12 12 -14 -15 -16 16 17 -19 22 20 -22 -23 23 24 29 27 -28 28 -30 -31
leaf_value=0.0033567911321942287 -0.017280290092272301 -7.624824696229021e-05 0.040093414685858128 -0.013992437671344957 0.0030227920558569821 -0.050210650203079792 0.0066647251666431644 -0.0088055417991077193 -0.042059623471818221 0.018815521042472728 0.020596323628161151 -0.057366314429214492 0.0065004662756829278 -0.0082730969996710705 -0.042459410924474521 0.023030837218177422 0.011986340546044128 -0.015969007198535307 0.013880562884946979 -0.04318302843045075 -0.05932639696670592 0.015586756813306221 -0.020570536647211205 0.00386094485657944 -0.021010387297634638 0.041913193783676611 -0.029223332929865908 -0.014424927829261082 0.037211180658713316 0.00070816766626860951
leaf_weight=12.666514111595463 8.0450473550008592 106.12849428787013 4.7023188471794111 3.0735358092933893 2.8710496430285275 2.3850773917511097 4.1875248525175266 3.0802501994185132 2.1401671301864544 1.4572128908694137 7.6978147733025253 2.99938089121133 8.8840633239597064 1.9266077727079389 0.54191502189132723 6.8354069385677567 4.6589642961043847 3.6650761421769857 10.042004369199274 0.786831739504122 2.3004284917842597 0.98111018538475037 6.6681852117180815 61.839321322739124 4.9943476431071749 5.1371459066867819 4.2613100856542578 4.1387400180101377 5.496204923838377 147.78507577234996
leaf_count=241 92 1506 60 27 21 34 38 27 224 67 41 41 57 16 258 30 30 31 44 75 95 3 33 292 32 23 24 31 46 1094
internal_value=0.000789404 -0.0012885 0.00151225 0.0144835 0.02604 0.00107736 -0.0139743 0.00139547 0.0010078 -0.0206813 0.0121936 0.00131103 -0.00943167 -0.0381654 0.00220538 0.00183664 0.0102076 -0.000322403 0.00136154 -0.00673101 -0.0381385 -0.010569 0.00190247 0.00140195 0.00202902 0.00586554 0.0017281 0.0243793 0.0150306 -1.81023e-06
internal_weight=442.377 114.174 328.204 10.6469 7.57337 317.557 6.5726 310.984 300.206 4.1393 10.7781 296.067 13.8101 4.92599 1.99913 282.257 15.1594 8.32404 267.097 16.7349 4.06837 1.76794 250.362 240.32 233.652 80.8727 66.1006 14.7721 9.63494 152.779
internal_count=4633 1598 3035 108 81 2927 72 2855 2787 549 68 2238 114 57 325 2124 91 61 2033 414 173 78 1619 1575 1542 416 316 100 77 1126
is_linear=0
shrinkage=0.0392411


Tree=528
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 1 0 2 1 1 0 0 1 1 1 0 2 2 2 2 2 0 2 2 1 0 2 0 1
split_gain=0.386607 1.31159 2.68286 1.76782 1.09359 3.21094 2.22507 2.10898 1.46085 0.796313 1.88385 3.23217 2.97153 1.64998 2.25504 1.51893 4.66311 2.86114 1.70148 1.49967 1.98263 2.3464 1.5949 1.96734 1.03249 0.999028 0.875574 0.740754 0.686799 1.16445
threshold=0.5485614203000001 0.43540612555000008 0.55348642255000013 0.55980359870000018 41.489621506400006 40.806664626150003 0.40437412050000004 0.56685428580000019 49.960114208400007 0.4172030777500001 0.39563186730000005 0.53998383280000006 0.53447501570000011 0.39431454150000006 0.39170982905000007 0.42111014640000005 0.53998383280000006 39.571921479100006 40.099856909850011 43.968221017800005 44.279556297950009 48.96897326980001 0.5132031975000001 36.654713368950006 41.542492784600007 0.40651477500000005 0.53146612375000013 42.055256506450007 0.48185683060000012 0.36042334060000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 4 -3 -4 5 6 -2 -8 -6 10 13 12 19 14 28 17 -17 -11 -18 22 -21 -22 -12 -24 -19 -13 -16 -14 29 -1
right_child=1 2 3 -5 8 -7 7 -9 -10 15 11 25 27 -15 26 16 18 24 -20 20 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0010709891754087254 0.019456002036138811 -0.065729147814120759 0.019467267772677842 -0.00078151140962996496 -0.044668139896219802 0.023740806795167678 -0.046537772503338237 0.016861816149105195 0.0088703018979027579 -0.013221701191759611 0.016748808652906979 -0.019879372701026733 0.001264943452085155 0.024663969814938329 -0.045168231870255003 -0.054850487870407319 0.024282598536033637 0.013917341147319623 -0.0052330926834022436 0.039807221286184587 -0.046910368861912341 0.047108620784326212 0.009579177930642507 -0.046280565176348362 0.035102217147538556 -0.056151752214244545 -0.0014138608019611872 0.019938757529953489 0.0035882648779156268 0.018255193368636975
leaf_weight=133.94471327331848 1.6026847958564738 0.96154732722788949 7.8118089428171507 59.231522611276887 2.9867844388354561 3.8115345537662506 4.3347495379857719 1.041693602222949 1.1223531443392856 4.6159202903509167 1.0786240329034678 2.3418520512059322 7.9035180881619436 4.9076139070093623 2.3006699841935183 2.307404777937335 5.3078519590198976 8.8235281240195018 7.6064402349293232 1.4161392971873286 1.5549573209136727 0.58464796654880036 1.2441583964973686 5.3447428103536367 6.3202634062618008 2.5269545475021005 1.073750745039433 5.967795729637146 144.35462489444762 5.1835349171888074
leaf_count=1306 6 8 38 1393 80 11 98 16 28 23 13 15 38 22 84 118 19 31 34 5 99 4 14 142 29 31 14 25 830 59
internal_value=0.000731721 -0.00172933 0.000626172 0.00157785 -0.0124802 -0.00579149 -0.0219201 -0.034254 -0.0300449 0.00130371 0.000680385 -0.00887292 -0.00308494 0.00166148 0.00126795 0.00703648 -0.00246221 0.0143537 0.00689803 -0.0183906 0.0030854 -0.0212196 -0.02835 -0.0357328 0.0227589 -0.0387051 -0.0312455 0.0092989 0.00165497 -0.000350949
internal_weight=439.614 82.9047 68.0049 67.0433 14.8998 10.7907 6.97913 5.37644 4.10914 356.71 321.728 29.9634 25.0946 291.765 286.857 34.9814 15.2217 19.7597 12.9143 11.2233 3.55574 2.13961 7.66753 6.5889 15.1438 4.86881 3.37442 13.8713 283.483 139.128
internal_count=4633 1678 1439 1431 239 131 120 114 108 2955 2701 386 340 2315 2293 254 171 83 53 277 108 103 169 156 60 46 98 63 2195 1365
is_linear=0
shrinkage=0.0400087


Tree=529
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 2 0 0 0 1 0 2 2 0 2 2 1 1 0 2 1 1 1 1 0 1 2 0 2
split_gain=1.99574 3.27325 2.8182 4.1675 3.32232 2.79072 2.7791 2.48313 2.112 1.88551 1.50883 1.8013 2.1418 2.80153 3.63128 3.11697 2.846 2.71337 2.76335 2.50898 2.58131 2.30571 1.82366 2.41171 1.4817 2.39006 1.43892 1.23649 2.62135 2.09508
threshold=0.37227927305000003 0.36880632320000012 0.5116313883000001 0.50452082270000009 0.37644082515000005 0.5116313883000001 43.813842866750008 0.47938684470000009 0.49688632075000011 0.47961138885000004 0.36510882910000009 0.49688632075000011 41.319407281650008 42.684965421050009 0.48389269780000005 43.219899330700009 43.219899330700009 0.34569324270000007 0.3453339720000001 0.48588365620000007 40.165165956550005 0.34587287805000005 0.34566330350000002 0.34512439750000007 0.37644082515000005 0.51657136015000005 0.34542378970000004 41.873095646600007 0.47787491390000009 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 5 3 4 -2 7 -5 27 -6 -9 11 12 19 17 15 26 -16 18 -14 22 -21 -19 23 -11 -4 -26 -15 29 -29 -1
right_child=2 -3 24 6 8 -7 -8 9 -10 10 -12 -13 13 14 16 -17 -18 21 -20 20 -22 -23 -24 -25 25 -27 -28 28 -30 -31
leaf_value=-5.2211807190475083e-05 0.0019490902098568753 0.001395678628180791 -0.0016373376772992124 -0.0031122043276206293 -0.0030173110839856621 -0.0018743877451950909 0.00011290663615440856 0.001422723777837204 0.00036495248470202443 -0.00028327787126764561 -0.00049201655974276122 0.0010976637206533274 -0.00041923243662989057 0.00051418624101782075 -0.0019519365197431028 -0.00026439298809699898 0.00051909692440364253 0.001303231773354173 -0.0025264567225493266 0.0004063602603394879 0.0022978216972877664 -0.00035020065193762287 -0.00059785793804397521 0.001315462768430743 0.0013002544335650643 2.8727893571272969e-05 0.0021316463360088198 -8.8877951206231805e-05 -0.0018297089928569258 0.00082562570249242173
leaf_weight=43.345848923083395 3.0586138516664487 12.224378082901238 2.5335725285112849 4.873137186281383 1.6843394911848011 3.1069971919059745 1.8093318017199633 9.102285757660864 1.9875145303085444 7.7103935182094636 9.1799997538328153 17.693735100328922 9.1891642361879331 3.7220637127757135 4.0898611247539503 5.6599912308156481 5.2645090892910957 6.0477275177836445 4.6174231916666022 6.3487550318241111 8.1202572546899301 13.378087081015108 7.6441556736826888 11.776017561554907 7.555422604084014 216.08678731032705 10.04942264407873 50.274033010471612 4.6681994795799246 19.450753551907837
leaf_count=472 9 50 16 53 37 33 17 41 28 31 42 84 40 13 26 23 20 19 33 35 38 56 35 39 34 2536 73 560 50 90
internal_value=0.00014182 0.000271842 -6.15159e-06 -0.000995847 0.000238421 0.000219092 -0.00223898 0.000244368 -0.00118655 0.000444846 0.000376635 0.000442369 0.000330471 6.8807e-05 0.000576284 0.00112391 -0.000561273 -0.000370769 -0.00112396 0.00072057 0.00146788 0.000164553 0.000322021 0.000682872 5.25404e-05 7.16845e-05 0.00169449 6.6773e-06 -0.000236789 0.000219691
internal_weight=512.253 272.664 239.589 13.4129 6.73047 260.44 6.68247 257.333 3.67185 139.594 130.492 121.312 103.618 62.0182 28.7858 19.4315 9.35437 33.2324 13.8066 41.5996 14.469 19.4258 27.1306 19.4864 226.176 223.642 13.7715 117.739 54.9422 62.7966
internal_count=4633 1903 2730 144 74 1853 70 1820 65 648 607 565 481 303 155 109 46 148 73 178 73 75 105 70 2586 2570 86 1172 610 562
is_linear=0
shrinkage=0.00222222


Tree=530
num_leaves=31
num_cat=0
split_feature=0 2 1 0 0 2 1 1 0 1 0 0 0 2 1 2 2 2 2 0 1 0 2 0 0 1 0 2 1 0
split_gain=2.34138 2.7356 2.20678 2.87106 3.95692 3.32033 2.64276 2.58593 2.50839 2.19235 3.12334 3.13753 2.0369 2.28552 1.79923 1.77808 1.61258 1.63037 1.54607 1.44073 4.04981 3.51279 3.27589 3.25812 3.1283 2.44969 1.50792 1.42734 1.90397 5.81615
threshold=0.5485614203000001 42.154118731400011 0.42111014640000005 0.48104847160000008 0.48389269780000005 43.477771593600004 0.34587287805000005 0.4172030777500001 0.54284302865000023 0.43540612555000008 0.55348642255000013 0.55980359870000018 0.41973294215000007 41.243661560350013 0.34542378970000004 42.431220712750012 43.61821939175001 43.968221017800005 42.91168285345001 0.49588335680000006 0.3475943834000001 0.52507409960000018 43.521589032450009 0.50913146310000013 0.53203496900000014 0.40651477500000005 0.48735067810000005 42.027798546600003 0.3584174126500001 0.49194634890000005
decision_type=2 2 2 2 2 2 2 2 2 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 5 14 6 15 19 -4 -2 -11 -12 13 -1 -5 -3 -7 -18 -17 20 26 22 -21 -24 25 -23 -6 28 29 -14
right_child=9 2 8 4 7 16 -8 -9 -10 10 11 -13 27 -15 -16 18 17 -19 -20 21 -22 24 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0019759973332677768 -0.00072212222958953918 -0.0017556822892436951 -0.0024959108992278572 -7.0400582033908811e-05 -0.00083337487255650807 0.0013588866249275077 -0.0023081968871124657 0.0014201883238024139 0.00050561273814022961 -0.003232381511065498 0.0010777813153902787 -8.6785934095852632e-05 0.00033849246916724349 0.0012102439004245797 0.0014035100888769457 4.641342766968299e-05 -0.0013097380420280258 8.6367250371640366e-05 -0.0011397833133849926 0.001090657074925558 -0.0022577455971401193 -0.0022717691471241686 0.00055029254165503731 -0.0018680951903630653 7.3170730199977976e-05 0.00022194346075269647 0.00049648693276328304 0.00094849533897554711 0.0001263169272385306 0.0018864677501593398
leaf_weight=2.6642353822244327 17.385226821992546 3.5343678155914011 2.5185381603660053 3.6531913876533535 4.799836724996565 3.0521319315303108 3.4310078807175151 4.335496785119175 1.5267716720700262 1.0081952530890692 8.8610743740573508 72.668838702826179 123.50177242723294 1.0801874003373084 12.509939573705195 12.161324086366223 3.1481360225006929 30.739501849748194 5.4244589272420844 15.458824627101423 3.5975134712643912 4.5001710113137987 5.0542376302182657 3.049220846965909 11.932078110985456 1.918065675999969 7.3965531885623932 11.633325684815643 128.00628110766411 8.8823685273528081
leaf_count=217 239 43 108 16 26 23 47 15 7 8 38 1393 588 33 83 94 49 253 97 56 34 151 26 53 66 34 27 48 715 46
internal_value=0.000128387 0.00018893 -1.77351e-05 2.12234e-05 0.000256103 -0.000277501 -0.000804155 4.39696e-05 -0.00136308 -0.000125791 -1.8421e-07 3.9785e-05 0.000296651 -0.00105683 0.00107038 -0.00055982 7.25276e-05 -4.33299e-05 -0.000319477 -5.94259e-05 -0.000535019 0.000119792 0.000591851 -0.000359714 -0.000486344 -0.00152653 -2.68745e-05 0.000315282 0.000286992 0.000442355
internal_weight=519.433 419.51 143.741 139.696 78.2051 61.4909 24.5512 62.042 4.04531 99.9233 82.5381 81.5299 275.768 3.74442 16.1631 21.1202 36.9398 33.8876 17.5858 57.7065 15.7939 41.9126 23.5623 8.10346 18.3503 6.41824 12.1964 272.024 260.39 132.384
internal_count=4633 2955 1308 1193 587 606 281 488 115 1678 1439 1431 1647 250 99 234 325 302 191 473 87 386 135 79 251 185 53 1397 1349 634
is_linear=0
shrinkage=0.00184769


Tree=531
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 2 2 2 1 1 2 0 0 0 2 2 1 0 0 1 0 0 1 2 0 2 1 0 0 0
split_gain=0.394079 0.438761 0.574977 0.42435 0.933554 0.332582 1.20877 1.05437 3.49239 1.79041 0.858524 2.87753 0.741379 2.25939 0.728234 1.12457 3.22459 1.31301 1.14575 1.72612 0.816118 0.801859 0.778402 0.970562 0.649349 0.614757 1.14292 1.28389 1.5572 0.766866
threshold=0.50634711535000021 0.51869704500000013 0.5225142959500001 0.57854555250000017 0.58454836680000011 42.783136484500005 42.982930821650008 42.684965421050009 0.34626208795000007 0.34584293880000011 42.580420142950011 0.49588335680000006 0.50386215985000016 0.48149755995000004 42.477827694800006 42.243697547450004 0.34542378970000004 0.48911709230000006 0.57927906350000014 0.47447681205000009 0.52468488970000016 0.56579144335000009 0.47941678395000004 37.892416320650007 0.48735067810000005 42.027798546600003 0.40206880030000008 0.49194634890000005 0.48077901860000011 0.56974342085000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 -4 -5 7 12 10 9 -9 14 -12 13 -7 15 18 -17 -18 25 -20 -19 -22 -21 -24 -16 29 27 28 -27 -1
right_child=1 2 3 4 -6 6 -8 8 -10 -11 11 -13 -14 -15 24 16 17 20 19 22 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00094431791252624258 -0.039171981372024663 0.031481776125645893 -0.036811898402441361 0.030542906291738309 -0.038508434130024666 -0.0048360888566661526 9.6659549432291585e-05 0.005035748226781757 -0.027608604198284412 0.038527440339470483 -0.044564977448415991 0.0056479703127222253 0.0028117717869256221 -0.05195605807972517 -0.0015101204746738922 -0.046158223522497037 -0.023342400029195968 0.020151739293007561 -0.037463829168254588 0.022736976213256418 -0.015868584436987722 0.010855338687926203 0.014688020574714909 -0.038286879760168473 0.016956674749012662 -0.0040119510204530097 0.026322634657164039 -0.014404406864225108 0.028185321146815732 0.011680348111599313
leaf_weight=254.64670733144158 0.61954793121549245 0.43248240381944958 0.65777536996392871 0.55998608213849344 0.44524381186420214 3.7224246723344541 103.56189274409553 3.7275483303237689 2.1699619041755787 4.419441282749176 2.2300243345089248 4.1111273262649775 2.2938001495786011 1.9720930960029361 3.7361791428411362 2.4390041166916481 2.5892970878630868 3.1103167310357076 2.3891904636402606 1.3768463699962015 2.8481043381616473 2.8413741616532207 0.83801099179254357 0.91814282652921975 6.8068943712860346 3.9664306374033895 3.5626469552516928 3.5797926653176546 3.6577508300542831 8.7169460911536572
leaf_count=1854 153 14 259 13 115 39 1307 20 27 60 34 26 28 20 29 39 23 12 181 15 30 17 65 50 31 33 20 26 10 83
internal_value=0.00066016 -0.0128579 -0.0050779 -0.0145856 -4.18209e-05 0.000744294 -0.000932354 0.00132034 0.0125164 0.0232038 0.000952899 -0.0120107 -0.0142727 -0.0211544 0.00121977 0.000893971 -0.0090174 -0.0010636 0.00137715 -0.0146766 0.00549183 -0.00252243 0.00270068 -0.013008 0.0104125 0.00169589 0.00876268 0.00317896 0.0114349 0.00129966
internal_weight=438.947 2.71504 2.09549 1.66301 1.00523 436.232 111.55 324.682 10.317 8.14699 314.365 6.34115 7.98832 5.69452 308.024 297.481 13.8281 11.3891 283.652 5.52219 8.7998 5.68948 3.133 1.75615 10.5431 278.13 14.7666 11.204 7.62418 263.364
internal_count=4633 554 401 387 128 4079 1394 2685 107 80 2578 60 87 59 2518 2458 121 82 2337 311 59 47 130 115 60 2026 89 69 43 1937
is_linear=0
shrinkage=0.0355924


Tree=532
num_leaves=31
num_cat=0
split_feature=0 0 1 2 0 2 2 0 2 2 1 2 1 2 0 2 2 1 0 0 0 0 1 1 0 1 2 2 0 0
split_gain=2.58537 3.03842 2.62088 2.56433 3.6666 2.22712 2.52753 2.13868 2.09579 3.81834 2.33556 2.26897 2.25055 2.94593 3.22091 3.67103 2.73172 2.07986 1.97906 2.41302 1.9381 3.70255 1.93039 3.66314 2.51257 3.30996 2.34013 2.45916 2.44577 2.27693
threshold=0.52324780695000006 0.47938684470000009 0.38045268105000002 44.026978245600006 0.47943175355000006 38.238138001450004 37.995872310650007 0.47905751325000007 41.873095646600007 41.741384785950011 0.34536391125000004 41.16018805045001 0.36042334060000009 43.477771593600004 0.47774018740000007 42.759119507950011 42.686561923500008 0.34524415440000006 0.47847369840000004 0.47736594710000008 0.4995209724000001 0.50947576420000018 0.38976377950000002 0.39995808510000008 0.5485614203000001 0.42111014640000005 44.279556297950009 41.542492784600007 0.53312775065000018 0.53146612375000013
decision_type=2 2 2 2 2 2 2 2 2 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 -3 6 -4 8 9 10 17 -12 13 14 15 16 -10 18 19 -1 -5 -22 -7 -24 26 -26 27 -25 29 -28
right_child=2 3 5 20 -6 22 -8 -9 12 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=-0.00010427412698826157 -0.0018732432937614686 0.0021085107309102252 -0.00035334328673300653 -0.0017283248694780669 0.00038640870887186928 0.0011835809446200613 -0.0024722477607291315 -0.0019728457874048796 -0.00047532750377407562 0.0019039676766441688 0.00027065134104952299 0.0019708893290158085 0.00098351143212000672 3.0811340570115573e-05 -0.0026377237865548879 -0.001960777470404657 0.0017697452321809868 -0.001357823833970031 -0.0011958404022968125 0.0010112759484665352 0.0011373424557957236 -0.0022281009531501979 -0.00073395254457288555 0.00023327830000383355 -0.0023508440077815835 -6.8815004571115555e-06 -0.0020304097170975081 0.001095101762284522 -0.0025930938549404191 0.0012124205907260233
leaf_weight=26.020681170513853 2.8421537242829791 4.6806671619415274 23.09807614833699 3.5353423100896162 191.22362873889506 5.5317636057734481 2.2862451301771207 2.0068156197667113 10.046135195763787 4.8727564169093958 8.4937949143350107 4.4045498967170706 5.0042994637042275 28.775324869900942 3.3707421831786624 5.1087106615304938 2.5014811381697646 4.2442975890589869 4.1722302734851828 9.8884796649217588 3.8734962944872677 1.7555136191076597 20.341319703496993 30.229877755045891 2.2879133219830683 82.65264592441963 1.1866991268470877 20.554211439564824 1.7802411746233699 2.4562476277351379
leaf_count=365 27 22 521 39 872 24 47 12 113 17 74 15 40 296 40 113 8 33 29 30 27 52 326 115 50 1138 79 80 21 8
internal_value=0.000133995 0.0002393 -4.07392e-05 0.00038106 0.000427554 -1.367e-05 -0.000544183 -5.17551e-06 2.86024e-05 0.000270411 0.00013131 0.000851252 -0.000245371 -0.000368853 -0.000915789 -0.000587057 -2.77519e-05 -7.81856e-05 5.73178e-05 0.00020292 -0.00061283 8.7765e-05 6.69589e-05 2.87094e-05 0.000138619 -7.00172e-05 0.000453911 0.00058209 -0.00074639 0.00015606
internal_weight=519.226 323.979 195.247 205.069 195.904 192.405 25.3843 118.91 116.903 62.0968 57.224 12.8983 54.8067 49.8024 21.0271 17.6563 12.5476 44.3257 40.0814 35.9092 9.16435 5.62901 167.021 161.489 141.148 84.9406 56.2073 50.7841 5.42319 3.64295
internal_count=4633 2197 2436 1012 894 2409 568 1185 1173 563 546 89 610 570 274 234 121 457 424 395 118 79 1841 1817 1491 1188 303 195 108 87
is_linear=0
shrinkage=0.00192234


Tree=533
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 1 2 2 1 1 0 1 0 2 1 1 1 0 1 1 0 2 2 0 2 0 1 1 1 0
split_gain=0.389057 1.15401 1.26409 1.60386 0.992315 2.74378 2.69086 1.37824 0.680163 2.53259 3.74072 1.23012 4.17438 2.55373 1.59645 1.04731 0.649875 2.54335 1.35453 2.00596 1.09514 1.36079 1.48689 0.850278 0.8052 0.639674 2.31099 4.38485 1.97435 1.50724
threshold=0.5485614203000001 0.43540612555000008 0.5541600551000001 0.55980359870000018 40.300545846000013 0.40437412050000004 41.489621506400006 49.960114208400007 0.41625999220000004 0.40651477500000005 0.5276039639500002 0.42111014640000005 0.53998383280000006 39.262923716450011 0.42802610700000004 0.41917906650000009 0.39563186730000005 0.53447501570000011 0.39431454150000006 0.39170982905000007 0.51657136015000005 36.654713368950006 45.205561619650005 0.53146612375000013 40.408647214050006 0.56579144335000009 0.43837010870000009 0.44512140355000007 0.45628873390000008 0.57559653900000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 -3 -4 5 -2 -6 -8 9 16 -11 13 -13 -10 -14 -15 18 20 19 -1 -18 -22 -23 -21 -19 28 -27 29 -5 -28
right_child=1 2 3 25 6 -7 7 -9 11 10 -12 12 14 15 -16 -17 17 24 -20 23 21 22 -24 -25 -26 26 27 -29 -30 -31
leaf_value=0.0018935187729941345 0.02061628217869859 -0.040661660355663834 0.022207420954523223 -0.022053602329428129 0.017104812865151031 -0.051807714152304701 -0.051023640126166253 0.0091256656552227335 -0.01530981003076533 0.023133091781583674 -0.060186802326887695 -0.061970937267463388 -0.0088789297733704101 0.0090267630956176112 0.023611159199395628 0.032410543988320412 0.015498824327841608 -0.010159152037505045 0.026128654370255487 -0.051592465488296942 0.0096460644310602615 -0.052638825269996067 0.015436415424683624 -0.0014653960339846986 0.013519317013588507 0.0271503718242301 -0.071074486966506881 0.0020554054417487467 0.02186127870797689 -0.0091679222198842274
leaf_weight=284.30221175961196 1.5950781553983677 1.5510618081316341 7.056565075647085 8.5134441973641497 5.1807437688112241 3.6654563331976533 2.7793346296530221 1.1419470217078922 4.7712436597794321 1.7455177376978088 3.3270111214369535 2.1619499278604044 6.470190078020094 6.8652801346033838 6.3835792392492294 9.9930039122700673 1.1180895953439192 4.5574277108535162 4.8178586852736762 2.1339280658867206 1.2636882066726682 4.9227833938784897 0.79128013364970673 1.0843009320087729 9.2335282973945123 6.3699973686598232 2.4842888591811056 37.677214776020264 2.921683805063366 1.2591398342046884
leaf_count=2195 6 14 32 62 20 105 80 28 24 22 60 118 27 29 26 39 14 29 22 84 14 196 4 14 38 38 30 1217 17 29
internal_value=0.000817437 -0.0020409 0.000472267 0.00143484 -0.0139104 -0.0298476 -0.00469951 -0.0335071 0.0014775 0.000794883 -0.0315154 0.00742526 -0.00271067 0.0144619 0.00725665 0.0228879 0.00131647 -0.00634469 0.00189004 0.00148389 -0.0268528 -0.0336391 -0.0432118 -0.0347034 0.00569441 -0.00104015 0.00130311 -0.00267189 -0.0108333 -0.0502516
internal_weight=438.139 82.196 67.8334 66.2823 14.3626 5.26053 9.10203 3.92128 355.943 319.298 5.07253 36.6452 15.0157 21.6295 12.8538 16.8583 314.225 21.8868 292.338 287.52 8.09584 6.97775 5.71406 3.21823 13.791 59.2258 47.7906 41.4206 11.4351 3.74343
internal_count=4633 1678 1439 1425 239 111 128 108 2955 2692 82 263 171 92 53 68 2610 295 2315 2293 228 214 200 98 67 1393 1314 1276 79 59
is_linear=0
shrinkage=0.0460944


Tree=534
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 2 1 1 0 1 2 1 2 1 1 2 2 2 2 2 1 1 0 2 2 1 2 2 0 0
split_gain=0.377562 0.593134 1.01852 0.744635 0.942184 0.719972 0.584537 0.910301 0.571936 1.76775 1.56255 1.03905 1.333 0.883896 1.45362 1.27809 0.954817 1.20465 0.994978 1.95673 0.929062 0.920609 2.89999 0.618337 0.613474 1.27442 0.996992 1.3062 1.27515 0.966277
threshold=0.63013083440000017 0.66011496660000013 0.66977036620000019 40.806664626150003 0.51869704500000013 40.722669576350008 0.57854555250000017 0.58454836680000011 0.60710757165000018 0.45824975300000009 44.749265482150008 0.46280051495000007 37.500638522700008 0.46551001470000003 0.48616807880000007 49.960114208400007 42.620627117000005 41.772405911750006 39.032633164100012 38.911218973650008 0.46280051495000007 0.45420795785000007 0.58249753000000004 49.292797572200008 48.823707093150006 0.31118828780000007 45.044778924400006 44.952171034750002 0.41973294215000007 0.41160444300000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 5 -5 -2 -4 -8 13 -10 11 -11 -13 20 15 16 17 18 19 -15 21 23 -23 24 25 26 27 28 -1 -27
right_child=1 2 6 4 -6 -7 7 -9 9 10 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.044359079757485237 -0.043447739551926441 0.028886424853098936 -0.046288239241089976 -0.048304185613649457 0.011542650717915263 0.049017067579630529 0.039937367388284094 -0.044141871524270571 -0.054188645249996281 0.044075238818945657 0.035875681719719076 0.025647339937746198 -0.043918805852207699 -0.047628557428480933 -0.044659479061070831 0.027027939336067033 -0.05268070956793524 0.02245750885948446 -0.046638765090630079 0.056873633805699063 0.024348541262337858 -0.044695341906184974 0.010773983539511865 -0.01315818042704125 0.010551313897892912 0.024051981017689204 -0.05013754422879764 0.043921213272172147 0.043648218281311268 0.00090732746001870443
leaf_weight=1.2846095898421479 0.21464590493997038 1.3861333070963158 0.71952109564881517 1.7399395867396381 0.58759049087529991 0.40767711400985718 0.49517401936464012 0.38003209391172277 0.6055532613536333 0.55121587589383159 3.7084599435329437 0.71255513670621473 1.2973130155878605 0.60219444968970337 1.8326743401121346 1.6993617415428159 0.87793269380927075 1.5688738040626047 1.3780470159836111 0.59459751844406128 2.7953657358884803 2.9147700318135312 3.4208721953909844 5.1195084064092944 11.225536637008188 3.036019070132169 1.405849417671561 0.62524553388357151 0.34975193440914143 381.32902518942137
leaf_count=167 89 43 115 47 60 1 7 101 26 3 34 35 149 60 147 8 18 10 46 1 9 115 44 152 62 70 27 3 2 2982
internal_value=0.000650494 -0.00958924 0.00326607 -0.0225797 -0.0331957 0.017125 -0.0190031 0.00342847 0.000792074 0.0124832 0.0189228 -0.00562509 -0.0192556 0.000601633 -0.0124003 -0.00360393 -0.01397 -0.00576829 -0.0229665 0.00429086 0.000870588 0.000710793 -0.0147452 0.000952953 0.00113389 0.000861453 -0.0231192 -0.00630929 -0.0255256 0.00109014
internal_weight=434.866 5.93071 2.98086 2.94985 2.32753 0.622323 1.59473 0.875206 428.935 6.8751 6.26954 2.56108 2.00987 422.06 8.55368 6.72101 5.02165 4.14371 2.57484 1.19679 413.507 410.711 6.33564 404.376 399.256 388.031 3.66546 2.25961 1.63436 384.365
internal_count=4633 463 266 197 107 90 223 108 4170 247 221 187 184 3923 290 143 135 117 107 61 3633 3624 159 3465 3313 3251 199 172 169 3052
is_linear=0
shrinkage=0.040863


Tree=535
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 1 1 2 2 1 0 0 1 0 2 0 1 0 1 0 1 0 2 0 1 2 2 2 0 2
split_gain=0.382435 0.910393 0.375319 0.394489 0.484672 0.361313 0.711066 0.288339 0.53572 0.646404 2.56184 0.861284 0.425239 0.619993 0.913922 0.40922 0.71074 0.972636 0.38286 0.320301 0.303654 4.21352 1.16499 2.53564 2.59342 0.897915 2.81995 1.41986 0.781131 1.94908
threshold=0.39587138110000003 0.3733870243500001 0.50634711535000021 0.51869704500000013 0.5225142959500001 0.57854555250000017 0.58454836680000011 32.724174661450007 35.119813570500007 0.36551300860000008 0.5116313883000001 0.54450465555000005 0.40437412050000004 0.56748300950000019 33.361153777850006 0.51657136015000005 0.38045268105000002 0.53017873715000008 0.34007963835000005 0.49405706415000006 0.34007963835000005 0.45995628875000011 48.96897326980001 0.39614083410000006 0.31118828780000007 48.553014326500012 41.909642283050012 39.476991512000005 0.45798030000000006 50.189067467950004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 7 -4 -5 -6 -7 15 9 19 -11 -12 -13 -14 -15 18 -17 -18 -2 -9 21 22 23 -10 -25 26 27 -26 29 -22
right_child=2 -3 3 4 5 6 -8 8 20 10 11 12 13 14 -16 16 17 -19 -20 -21 28 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.0089330098020920009 -0.003208944697392962 -0.049074976642532311 -0.045110814022273779 0.033041382644780792 -0.042103730664122353 0.029868115759521804 -0.043626012943749466 0.0086497088078915443 0.04936828131002504 -0.050520043159875946 0.027677751930175951 0.014476862131415509 -0.052248562723459312 0.031534681087643887 -0.044791333129087903 -0.055514189746223866 0.040459521685735078 -0.044287793844556424 -0.060777242498226469 0.028975927182272546 -0.042590286038375377 -0.057889197206059444 -0.014434592292647899 -0.047832618174261189 -0.01117884645553076 0.025768732686862167 -0.046520034090296689 0.026046034068152993 0.00099032593326218586 0.051025921103607076
leaf_weight=0.96829280350357183 0.32538644224405233 0.84699913664371707 0.5679324768861983 0.41013706731609989 0.58636979622679042 0.52495178673416376 0.37822172013693489 2.3044796450994891 2.0743059515953126 1.308602914214134 3.0749843399971724 1.2639092057943346 0.55396938137710083 0.65155155397951581 0.43813302321359515 0.30646800249814976 0.75339168682694413 0.32314378366572782 0.47384554459131323 2.954184927046299 1.7864654313307249 2.1917107924818984 5.600674293935298 1.610091401496901 2.7700075451284629 3.2435138374567023 1.7104230169206855 4.4758858419954777 387.65181553809089 0.46884435415267933
leaf_count=18 24 170 153 14 259 13 115 36 5 9 16 4 16 9 47 4 5 89 26 14 204 41 37 53 45 9 48 24 3125 1
internal_value=0.000584054 -0.018133 0.000662927 -0.0152284 -0.00629466 -0.0171256 -0.000909 0.000754479 0.000830353 0.00914807 0.00127185 0.0126006 -0.00334464 -0.0170487 0.000846032 -0.0140617 -0.000609384 0.0150209 -0.0373398 0.0200685 0.00057796 -0.00391542 0.00159053 0.00724089 0.000913184 0.00734649 0.000674903 0.0118155 0.000850815 -0.0231289
internal_weight=432.599 1.81529 430.783 2.46761 1.89968 1.48954 0.903174 428.316 426.134 12.5498 7.29115 5.98255 2.90756 1.64365 1.08968 2.18224 1.383 1.07654 0.799232 5.25866 413.584 23.6766 21.4849 15.8842 13.8099 12.1998 8.95632 7.24589 389.907 2.25531
internal_count=4633 188 4445 554 401 387 128 3891 3743 151 101 92 76 72 56 148 98 94 50 50 3592 262 221 184 179 126 117 69 3330 205
is_linear=0
shrinkage=0.0408644


Tree=536
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 2 0 1 0 0 1 0 1 1 0 2 2 1 0 0 1 2 2 1 0 2 0 2 0 0
split_gain=0.325859 0.377697 0.585287 0.296927 0.423711 0.49834 0.605654 0.51322 0.386965 0.380616 0.622914 0.861135 0.505757 0.363658 3.60658 0.83916 1.72232 1.28877 1.15242 1.03107 1.25244 1.38792 0.648419 0.461669 1.33721 1.95996 1.0592 0.711986 1.37567 0.628239
threshold=0.50634711535000021 48.109449608500007 48.914776625700007 32.724174661450007 35.119813570500007 33.96174662340001 0.5116313883000001 0.3584174126500001 0.52468488970000016 0.51657136015000005 0.38045268105000002 0.53017873715000008 0.31753540315000006 0.34007963835000005 0.45995628875000011 48.96897326980001 48.823707093150006 0.31118828780000007 0.3733870243500001 0.41160444300000004 0.32012514595000008 37.140760352250005 41.641174900500005 0.34458549145000011 0.45995628875000011 50.189067467950004 0.46735127690000006 41.559097512700014 0.47396784530000008 0.47673722340000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 -2 -3 9 5 6 -5 -7 -8 12 -11 -12 -1 14 15 16 17 18 -6 -19 21 -21 -22 27 25 -25 -26 28 -15 -28
right_child=1 2 -4 4 13 7 8 -9 -10 10 11 -13 -14 23 -16 -17 -18 19 -20 20 22 -23 -24 24 26 -27 29 -29 -30 -31
leaf_value=0.017978326623596354 -0.039802194237461633 0.010813944717631729 -0.040405484373951056 -0.02277333857838992 0.0094066975973461781 0.029993000656392155 0.025444547269762714 0.0075637755253565994 -0.0042526555828788616 -0.051752510022454117 0.037824374636446577 -0.042346868026750938 -0.052269622928432707 -0.017578082026647585 -0.054443102824502772 -0.012816620350425309 0.029473226340388473 0.025871856633683604 -0.044485197620724178 0.010311394952623693 0.015297074516228203 -0.057658825831447491 -0.012149970121124438 -0.043902651569190536 0.028493095257456646 0.047956338019221771 -0.0090562429607983896 0.017748716931036537 0.010991993674763126 0.00075476530430168109
leaf_weight=0.2116991165094072 0.64425646283780169 1.1677510496228931 0.48970948578789819 1.5273192529566566 0.9376761494204503 2.1785244289785624 1.1561425328254702 5.7203929603565484 1.6426591136842033 0.28579143062233903 0.70071982592344284 0.29418195405014558 0.63068056492193136 3.967734479345383 2.0268958639353505 5.6170045752078286 3.4577189683914176 2.6283721625804883 1.775663304259069 0.7808838803321122 4.0522163771092892 1.1470239190384743 1.9822408929467199 2.0878138362895693 2.098901397548615 0.433856040239334 10.38742939243093 6.1514430344104758 7.5964633971452713 356.74977347851382
leaf_count=14 468 15 71 19 16 25 5 65 38 4 5 89 72 23 41 40 10 14 179 17 24 37 35 204 11 1 132 24 34 2901
internal_value=0.000505999 -0.014251 -0.00431923 0.000585318 0.000658413 0.00787384 -0.00285482 0.0137498 0.00801481 -0.0140849 -0.000580794 0.0141186 -0.0346156 0.000445286 -0.00421139 0.000338201 0.00474648 -0.00167998 -0.0258612 0.00451524 -0.00253457 -0.030128 0.00628108 0.000737089 0.000441527 -0.0280982 0.000636437 0.00693937 0.00118946 0.000477182
internal_weight=430.529 2.30172 1.65746 428.227 426.104 12.225 4.32612 7.89892 2.7988 2.12307 1.28069 0.994902 0.84238 413.879 24.4057 22.3788 16.7618 13.3041 2.71334 10.5907 7.96237 1.92791 6.03446 389.473 371.758 2.52167 369.236 17.7156 11.5642 367.137
internal_count=4633 554 86 4079 3895 152 62 90 43 184 98 94 86 3743 413 372 332 322 195 127 113 54 59 3330 3249 205 3044 81 57 3033
is_linear=0
shrinkage=0.0393254


Tree=537
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 0 2 2 1 0 2 2 1 2 2 2 2 1 2 1 2 2 2 0 2 2 1 1 1
split_gain=2.11595 3.38507 7.81682 6.80626 3.06186 2.53763 3.16769 2.89117 3.37244 3.24583 7.5671 3.17908 2.2436 2.19402 1.76461 2.04309 2.57001 2.04481 5.82195 2.12891 1.65872 1.45328 1.43901 3.00205 4.18643 3.73286 2.10822 2.44399 1.9719 1.99915
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.37323732825000006 0.47938684470000009 0.47943175355000006 41.257948413050009 42.684965421050009 0.34569324270000007 0.48185683060000012 42.720329370750001 42.283941020600004 0.34587287805000005 40.94178426300001 40.574766824850009 40.250747516500006 38.621016321050007 0.34545372890000009 39.852039223600009 0.34566330350000002 43.219899330700009 42.154118731400011 43.477771593600004 0.47757552170000012 42.759119507950011 42.686561923500008 0.34479506600000004 0.34536391125000004 0.34524415440000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 22 -7 14 9 10 -9 -10 13 -11 15 16 17 -8 -19 -20 -13 -22 28 24 25 26 27 -24 29 -1
right_child=4 3 -4 -5 -6 6 7 8 11 12 -12 20 -14 -15 -16 -17 -18 18 19 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0001168369115176628 -0.002600381104109577 0.0015016742299077852 -0.0028253907915759633 -0.0012091955036286702 1.6329839960641774e-05 0.0020064169247705366 0.00085185468959234978 -0.0029393022823447782 0.0019057599797081568 0.0015234200602148122 -0.00012796706058024697 0.00073908903248901328 -0.00072566077074287094 5.9831378187866694e-05 0.001289304278612703 -0.00062627280598421219 0.001662662888307171 0.0010683057415806845 -0.0021364172726605715 -0.00022817122470252205 -0.00085856581602626668 0.00034948673005999757 0.0011315019884766827 0.00011879424767618928 -0.0025099293353170551 -0.0017451064079846911 0.0017846580912555098 -0.0012306008364874031 0.0007494336010245193 -0.0012379300524347748
leaf_weight=44.366486743849237 1.536716267466544 16.121737994253639 2.9184363475069395 3.9333480186760417 232.53652633340971 4.0145714879035941 17.231018144637346 4.5139433369040516 4.8633134961128226 5.3533060401678112 11.847663611173628 13.841681171208622 6.5141375735402098 10.082531120628117 11.72811610996723 5.0219464078545561 6.7567103430628768 7.7820399850606901 3.9718418791890144 4.0121188014745712 5.9162549972534162 7.9922651872038841 2.5985000374494138 29.563750538160093 3.9957311861217013 4.3364997764583668 2.5039349142462015 3.5226797144860029 16.116174329537898 4.0587401966331518
leaf_count=480 17 63 22 40 2713 22 72 33 56 15 52 49 32 41 49 23 28 27 27 19 32 30 29 311 48 119 9 39 103 33
internal_value=0.000127216 0.000240131 0.000180489 0.000969999 -8.49152e-07 0.000216664 0.000390402 0.000339491 9.10794e-05 -0.000280657 -0.000903576 0.000527764 0.000183669 0.000567419 0.000651303 0.000484191 0.000624472 0.000411884 -6.89689e-05 -0.00117748 0.000286266 -0.000164382 1.10426e-05 -0.000236684 -0.000856431 -0.0003467 0.000356385 -0.000227865 0.000189602 3.28768e-06
internal_weight=499.553 265.479 245.424 20.0551 234.073 242.506 131.443 127.429 70.9251 38.3116 16.3616 32.6135 21.95 15.4358 56.5038 44.7757 39.7537 32.997 15.766 7.98396 27.7502 13.9085 111.062 46.5211 16.9573 12.9616 8.62511 6.12118 64.5414 48.4252
internal_count=4633 1903 1800 103 2730 1778 607 585 340 173 85 167 88 56 245 196 173 145 73 46 111 62 1171 555 244 196 77 68 616 513
is_linear=0
shrinkage=0.00184769


Tree=538
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 0 1 0 0 1 0 2 2 2 1 0 0 1 1 0 0 2 0 2 0 2 2 1 2 1
split_gain=0.347079 0.808648 0.379375 3.18946 6.93408 4.90941 2.32066 1.15707 3.58877 3.30269 2.00808 1.43682 1.1279 1.99646 1.0283 2.02716 1.07578 1.59767 2.14619 1.79855 1.66917 3.49078 3.10208 0.956302 0.929151 1.72943 1.4792 1.0905 1.02994 1.36748
threshold=0.39587138110000003 0.3733870243500001 0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.37323732825000006 0.5116313883000001 0.50452082270000009 0.37644082515000005 0.49688632075000011 43.111435027700004 38.621016321050007 38.983591653800012 0.37644082515000005 0.51657136015000005 0.5195503128500002 0.38906020780000011 0.38723391515000005 0.52252926560000013 0.52432561900000019 39.065416244600009 0.5261668812000001 39.262923716450011 0.47604862130000009 37.041406607950009 35.771221912400001 0.34422622080000004 37.995872310650007 0.33400197600000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 4 12 23 -4 8 9 -8 -11 -10 24 -14 -9 -16 -17 18 -18 -19 21 -21 -22 -5 27 26 -26 28 29 -2
right_child=2 -3 6 5 -6 -7 7 14 11 10 -12 -13 13 -15 15 16 17 19 -20 20 22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=0.0063869883014272769 -0.0097298403518251281 -0.045636646659902892 -0.052075852548740587 0.011430966677548289 -0.059943602491830901 -0.022263808692547071 0.0440029428124852 -0.025196370726679365 -0.052235516848651527 -0.050647130088898658 0.0096849834006059905 -0.00849424899012928 -0.028833960435451087 0.00064847750780540239 0.021369286545605416 -0.02155715631680279 -0.00364958562722093 -0.021892657731664364 0.028099176427556705 -0.016876952665409804 -0.044873270032214224 0.030216436856913779 -0.0002886408929542991 0.034102048838014022 0.018144084095723323 0.03036978308544128 -0.011374653996909385 -0.035312344416688221 -0.023302045815583844 0.028041431920383896
leaf_weight=0.97737367451190837 2.4220536365173775 0.761475875711767 1.2492985948920239 3.672380372881892 2.6986346831545225 3.5345149785280219 2.1982103586196882 2.2324272207915774 3.0676960684359074 1.3820039243437352 1.845731589477509 1.6567408742848782 3.3512971494346848 180.67496699176263 6.5244621643796554 3.2879686589585608 5.6581441313028318 5.5380317460803772 6.6171089634299278 3.349598962813614 2.2701309261610723 6.8982501720602158 146.64647151444478 9.7192612551152688 5.2479508165270072 5.9311150759458533 4.5317014828324318 1.1679516943404449 1.5366706787608562 3.1703621465712786
leaf_count=18 66 170 17 13 22 40 7 15 35 37 28 21 22 1296 34 25 36 38 24 20 76 52 2265 50 29 28 23 79 17 30
internal_value=0.000480113 -0.0163952 0.00054866 0.00160584 0.000336211 0.0174129 -0.000652191 -0.000329639 -0.0127785 0.00822144 -0.0161471 -0.0368966 0.00111817 0.000111574 0.000338854 0.000644039 -0.000106082 0.000292446 0.0134649 -0.000689298 4.84603e-05 0.0148236 -0.000968303 0.027885 0.00883396 0.014245 0.00446567 -0.001412 0.00414187 0.0116828
internal_weight=429.82 1.73885 428.081 227.659 210.733 16.9262 200.422 199.173 10.1504 5.42595 3.22774 4.72444 208.034 184.026 189.023 186.79 180.266 176.978 12.2753 164.702 159.164 10.2478 148.917 13.3916 24.0078 15.7108 9.77965 8.29704 7.12909 5.59242
internal_count=4633 188 4445 1715 1612 103 2730 2713 128 72 65 56 1590 1318 2585 2570 2536 2511 60 2451 2413 72 2341 63 272 80 52 192 113 96
is_linear=0
shrinkage=0.0378485


Tree=539
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 0 2 2 2 1 0 0 0 2 2 1 0 1 2 0 1 1 1 1 0 2 0 2 1
split_gain=1.91939 4.26769 7.64702 4.00407 3.9885 3.32359 4.21042 3.47131 4.4723 4.40577 3.27799 7.56428 3.12412 3.44118 3.98366 2.85639 2.82748 3.24852 2.56119 7.23088 2.51159 2.83857 2.40816 2.32086 1.75901 3.96671 2.08791 1.94219 3.0172 3.31469
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.50947576420000018 0.51484985480000012 0.47938684470000009 0.47943175355000006 41.257948413050009 42.684965421050009 42.720329370750001 0.34569324270000007 0.48185683060000012 0.5116313883000001 0.50291907430000016 47.142075646500011 42.283941020600004 0.37644082515000005 0.49688632075000011 0.35585760905000008 38.621016321050007 0.48458129995000004 0.34554354660000003 0.34587287805000005 0.34566330350000002 0.35331277505000008 0.45995628875000011 50.189067467950004 0.47787491390000009 40.518963363600001 0.34566330350000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 -7 18 10 -10 11 -9 13 16 -15 22 -2 -18 20 -20 21 -8 -12 -11 27 26 -26 -1 -29 -30
right_child=12 3 -4 4 -6 6 7 8 9 23 15 -13 -14 14 -16 -17 17 -19 19 -21 -22 -23 -24 -25 25 -27 -28 28 29 -31
leaf_value=2.7058537308623457e-05 0.0019962999031964386 0.0016655210858912636 -0.0030456627633485074 0.001428152209710816 -0.002169868230494238 0.0022560668663851595 0.0010183314058490902 -0.0032473880992799145 0.0021294385880626537 0.00083768399116049969 0.0016944283029470249 -0.00022688865791856982 5.9258715820355201e-05 -0.002809631603190952 0.00062595551665858308 -0.0010051542698123726 -0.0027745380425025223 0.0010511708785538615 0.00079091371751887035 -0.0023353919351174908 0.0016879588979423568 -0.00060850819538909933 5.5372144800351545e-06 -0.00033789183163403637 -0.0022334152214439616 0.0016450535538876248 0.0025470597430795531 0.0002417566593996675 -0.0020354775573074089 0.00023942970112461422
leaf_weight=82.836062196991406 2.2463838011026365 15.48446671664715 3.0280002118088296 2.5098669156432143 2.6342777814716101 5.0970607399940482 18.624220199882988 4.7970726191997555 6.4478799700736991 14.181651256978514 5.4426991418004063 12.398338429629801 219.27389367952128 5.355760742444545 1.9101440720260141 6.5878957509994498 1.8976134760305288 1.8082676040939984 13.961009170860054 3.9622909426689139 15.029283463954924 5.8891464695334426 9.9809773042798025 13.846068777143953 2.0732049429789172 6.6639821007847786 0.46699589490890492 8.9049976915121096 8.4652507584542018 3.9043529294431201
leaf_count=900 7 59 22 10 34 22 64 33 56 49 15 52 2586 64 12 32 37 24 62 27 67 25 41 62 116 30 1 34 66 24
internal_value=0.000137535 0.000253611 0.00018066 0.00114686 -0.000414367 0.000219806 0.000434766 0.000363981 7.05229e-05 0.000607143 -0.00040134 -0.00106953 1.12732e-06 -0.000963204 -0.00190645 0.000120649 0.000188206 -0.000907801 0.000740252 9.97836e-05 0.00103055 0.000627496 0.000601512 0.000256934 -3.86533e-05 0.00081721 -0.00135456 -0.000114318 -0.000664791 -0.00131742
internal_weight=505.709 273.217 252.588 20.6286 5.14414 249.56 136.246 131.149 73.6826 34.4756 39.207 17.1954 232.492 13.2182 7.2659 22.0116 5.95226 3.70588 57.466 17.9233 39.5427 24.5134 15.4237 28.0277 113.315 9.20418 2.5402 104.111 21.2746 12.3696
internal_count=4633 1903 1800 103 44 1778 607 585 340 167 173 85 2730 144 76 88 68 61 245 89 156 89 56 111 1171 147 117 1024 124 90
is_linear=0
shrinkage=0.00204248


Tree=540
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 0 1 0 0 0 1 2 2 1 0 2 2 1 0 1 1 2 1 2 1 0 2 0 2 1
split_gain=2.18689 4.99878 3.70872 4.91408 4.26373 2.86822 2.72816 3.16703 1.91149 3.67717 2.03098 2.36637 4.27559 4.26302 6.54338 2.42146 2.3647 2.06554 4.46308 1.80336 1.79685 3.65826 1.9296 2.35061 1.69721 3.77979 2.39518 1.42598 3.34208 3.07806
threshold=0.37227927305000003 0.36880632320000012 0.5116313883000001 0.50291907430000016 44.026978245600006 0.5116313883000001 0.37644082515000005 0.49688632075000011 0.47938684470000009 0.47943175355000006 0.36510882910000009 41.257948413050009 42.684965421050009 0.34569324270000007 0.48185683060000012 42.283941020600004 42.720329370750001 0.34545372890000009 0.48271009850000007 0.34587287805000005 0.35986946500000005 36.558960102350007 0.34626208795000007 39.852039223600009 0.35331277505000008 0.45995628875000011 50.189067467950004 0.47787491390000009 40.518963363600001 0.34566330350000002
decision_type=2 2 2 2 2 2 2 2 2 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 8 -2 -8 24 -10 11 17 13 14 -13 19 -14 -11 -19 -15 22 -22 -20 -24 27 26 -26 -1 -29 -30
right_child=2 -3 -4 4 -6 -7 7 -9 9 10 -12 12 16 15 -16 -17 -18 18 20 -21 21 -23 23 -25 25 -27 -28 28 29 -31
leaf_value=5.6667449302806662e-05 0.0021740214584254703 0.0015685814686498814 4.0736582162631657e-05 -0.0032127933153861502 0.00029625262905081783 -0.0018590857229315045 -0.0028608007242709801 0.0011617152575622315 0.0023644304550588194 0.0012992931651712872 -0.00067910317815146214 -0.0034360091233183554 0.0022320205186439936 0.0017636034131254528 -0.00035122658279281482 -0.0008671793903308277 0.0004883832879831162 -0.0012917123386839359 1.1525974153301883e-05 0.00019995425438586555 0.0012942350434930095 -0.0014635123260732415 0.00030349461950711967 0.0024294962527220197 -0.002378200454664533 0.0017593727141449109 0.0028284363929328227 0.0004070819102936658 -0.0020806101649143934 0.00033859994830941421
leaf_weight=83.163555487582926 2.3966335505247107 13.098571401089428 230.22385028298595 5.779680807143448 2.2827497292309999 3.1835521515458813 1.8081142865121367 1.8938707364723084 4.3186423182487479 20.14812645316124 8.8648565560579282 4.4718358963727978 4.174192249774932 5.306826755404475 11.890159040689467 6.2466807737946501 30.784117821604013 5.922564052045348 4.2203188352286842 10.157346062362192 5.0347943753004056 4.1445965692400932 3.6460468918085081 7.5411426797509193 2.0732172573916601 6.7132386649027467 0.52285426855087269 9.1425828784704226 8.1801581168547255 3.5703322589397422
leaf_count=900 7 50 2586 58 18 33 37 24 22 74 42 33 56 15 52 32 125 28 17 43 19 25 24 41 117 30 1 34 66 24
internal_value=0.000122848 0.000259041 -2.5682e-05 -0.00110549 -0.00221926 0.000191355 0.000366938 -0.000802952 0.000217441 0.000390357 0.000326041 0.00039808 0.00014765 -0.000356376 -0.00119432 0.000275123 0.000696582 0.000759116 0.000402389 0.00073655 0.000810469 4.90816e-05 0.00126408 0.00173661 8.6716e-06 0.000897964 -0.00132957 -7.08879e-05 -0.000578614 -0.00134554
internal_weight=510.905 266.52 244.385 14.161 8.06243 253.422 6.09862 3.70199 250.238 136.872 132.554 123.689 73.0312 38.0728 16.362 21.7109 34.9583 50.6576 30.5095 15.4642 24.5869 9.17939 15.4075 11.1872 113.366 9.30931 2.59607 104.057 20.8931 11.7505
internal_count=4633 1903 2730 144 76 1853 68 61 1820 648 626 584 356 175 85 90 181 228 154 58 126 44 82 65 1172 148 118 1024 124 90
is_linear=0
shrinkage=0.00217391


Tree=541
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 2 0 1 2 2 1 1 2 2 2 2 2 1 1 1 0 2 1 0 2 1 2 2 1 0
split_gain=0.316615 0.574826 0.927449 0.690009 0.852074 0.658005 0.56088 1.61902 1.39782 1.11012 0.794712 1.3655 1.14494 0.873693 1.06925 0.917822 1.75575 0.830325 0.84379 1.88322 0.788982 1.50013 0.910794 0.905423 3.9078 1.34886 1.38081 1.18248 1.61474 0.99654
threshold=0.63013083440000017 0.66011496660000013 0.66977036620000019 40.806664626150003 0.51869704500000013 40.722669576350008 0.60710757165000018 0.45824975300000009 43.477771593600004 37.500638522700008 0.46551001470000003 0.48616807880000007 49.960114208400007 42.620627117000005 41.772405911750006 39.032633164100012 38.911218973650008 0.46280051495000007 0.45932756505000005 0.46097422230000007 0.58887458460000019 47.309807198350008 0.4529056016000001 0.57212358910000016 40.94178426300001 0.44618424600000006 41.976795488650005 40.574766824850009 0.43967246490000006 0.5485614203000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 3 -3 5 -5 -2 10 -8 9 -9 17 12 13 14 15 16 -12 18 20 -20 22 -22 23 25 27 29 -27 28 -25 -1
right_child=1 2 -4 4 -6 -7 7 8 -10 -11 11 -13 -14 -15 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.0011911930856701616 -0.044197602406481289 0.028871533720036632 -0.019447005280300213 -0.048726879525903079 0.011563901972189945 0.049342994710270947 -0.054068555040544961 0.025774886802784322 0.031615389435371455 -0.044085021750937169 -0.048091815373293663 -0.045322341913279898 0.026370763638178966 -0.052928918875523083 0.020943251344630796 -0.047141206940672621 0.056293599816883297 0.023727127150291391 0.027041243289324175 -0.047768329592926914 -0.0055568919557476013 0.043719988273290253 -0.018008960697522169 0.036413321970848851 -0.050954603438213952 0.0034155485648832509 0.031398789654680834 0.035039591353093154 -0.04801093578114634 -0.0071737609828705336
leaf_weight=349.2072945516702 0.19845941182575133 1.3474708241119517 1.4194828722247619 1.6297133950574791 0.54408856111695048 0.3841988742351532 0.57398754789028217 0.69749791926005833 4.339287698850967 0.91515995723602828 0.55746667709899955 1.7251814788760382 1.6556126773357389 0.8247122187167405 1.5776740647852419 1.2945301006548104 0.56415104866027832 2.723780244588851 0.87721747020259444 1.7611986524425445 2.1983811660902566 2.1038775397464633 4.534378476208075 0.67821032553911142 2.8801980535499752 7.8789356723427755 5.0257702355738729 2.0474522709846497 0.94153417693451047 26.676111010136083
leaf_count=2940 89 43 223 47 60 1 26 35 97 89 60 147 8 18 10 46 1 9 9 84 36 9 79 8 63 32 23 5 45 291
internal_value=0.000574837 -0.00934822 0.0040835 -0.0228311 -0.0336365 0.0174821 0.000704024 0.012839 0.0192914 -0.0138696 0.000514449 -0.0123445 -0.00355675 -0.0138396 -0.0057678 -0.0232093 0.00441194 0.000771898 0.000618202 -0.0228957 0.0007717 0.0185403 0.000580525 0.00079374 -0.0145898 0.00105281 0.0143137 0.0139708 -0.0126613 0.00059754
internal_weight=429.783 5.52341 2.76695 2.75646 2.1738 0.582658 424.26 6.52593 5.95195 1.61266 417.734 8.19933 6.47415 4.81853 3.99382 2.41615 1.12162 409.534 406.811 2.63842 404.172 4.30226 399.87 395.336 6.54739 388.788 12.9047 3.6672 1.61974 375.883
internal_count=4633 463 266 197 107 90 4170 247 221 124 3923 290 143 135 117 107 61 3633 3624 93 3531 45 3486 3407 121 3286 55 58 53 3231
is_linear=0
shrinkage=0.041715


Tree=542
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 0 2 2 0 2 0 2 2 2 0 1 2 2 1 0 1 0 0 1 2 2 0 0 2
split_gain=0.306989 1.06461 0.99436 3.09688 1.7305 0.746003 2.66249 0.651196 1.33479 2.87497 0.754511 2.8366 1.68823 1.15933 0.671542 0.61168 0.552619 0.536505 1.10355 2.86757 1.08588 1.34948 1.07848 0.944364 0.745621 0.740558 0.666346 0.639332 0.626731 0.565597
threshold=42.783136484500005 42.982930821650008 42.684965421050009 0.34626208795000007 0.34584293880000011 42.580420142950011 0.49588335680000006 43.067541470150012 43.157831852650006 0.50386215985000016 43.564719632750005 0.47880302985000006 43.477771593600004 43.735142172100005 43.384297312450009 0.50386215985000016 0.37447980600000008 42.477827694800006 42.243697547450004 0.34542378970000004 0.57927906350000014 0.47447681205000009 0.48911709230000006 0.48271009850000007 0.47941678395000004 37.345948426100009 37.232443001650005 0.52468488970000016 0.56579144335000009 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=2 15 5 4 -4 17 -7 -3 9 -9 11 12 -10 -12 16 -2 -13 18 20 -20 29 -22 -21 -19 -23 26 -26 -24 -29 -1
right_child=1 7 3 -5 -6 6 -8 8 10 -11 13 14 -14 -15 -16 -17 -18 23 19 22 21 24 27 -25 25 -27 -28 28 -30 -31
leaf_value=0.0011904563705325364 -0.023602189467721506 0.0139293063138041 0.0054943283684015451 -0.031132572374962572 0.044935607176486148 -0.051594570832370998 0.0063775374075197948 -0.058614145210703864 -0.057401496987430897 0.0046957582810898827 -0.023233545686419641 0.016813517988380947 0.010569872965919583 -0.00040782880923786373 0.028039329836299157 0.002434176540541707 -0.0046136442422013589 -0.0089907881994850947 -0.053431594354823829 -0.025905771004372854 -0.043826173725620386 0.024968103238031412 0.020981855392785513 0.018613907355547563 -0.04287853972127699 -0.044391422057066067 0.035578918530406956 -0.017288471565367995 0.010795583136743581 0.009728799670992553
leaf_weight=258.4338017252885 5.6083881389931767 5.3685437196400008 3.6866207048296911 2.0786413727328181 4.1209038197994232 2.119718885398469 4.0021359737729654 2.1537799858488134 1.6538913143449492 3.0054652610560879 4.1190802489873013 5.7151303142309171 1.0417797180125488 70.668357941438444 4.9830093625932923 2.1964867586793844 3.3333773128688335 3.0861247487482597 2.3076027826173222 2.566670509055256 2.0744684647652312 1.235286195878871 2.8959168046712858 7.2846367987804115 0.28055928862158885 0.88399035897600697 0.58245362207526341 2.7811332140117884 2.7786665858875494 14.322647756896911
leaf_count=1937 59 40 20 28 60 34 38 55 41 29 48 22 18 1188 34 33 31 27 39 23 181 15 12 41 178 235 8 30 40 89
internal_value=0.000518521 -0.00138725 0.00117783 0.0142338 0.0263119 0.000758261 -0.0136956 -0.000248544 -0.00103588 -0.0217336 0.000130983 0.00816086 -0.031133 -0.001665 0.0157098 -0.0162749 0.00891997 0.00105173 0.000718758 -0.0110362 0.00128278 -0.0179209 -0.00216052 0.0103993 9.86697e-05 -0.0174862 0.010073 0.00504718 -0.00325267 0.00163881
internal_weight=427.369 109.847 317.522 9.88617 7.80752 307.636 6.12185 102.042 96.6739 5.15925 91.5146 16.7272 2.69567 74.7874 14.0315 7.80487 9.04851 301.514 291.143 13.33 277.813 5.05676 11.0224 10.3708 2.98229 1.747 0.863013 8.45572 5.5598 272.756
internal_count=4633 1598 3035 108 80 2927 72 1506 1466 84 1382 146 59 1236 87 92 53 2855 2787 144 2643 617 105 68 436 421 186 82 70 2026
is_linear=0
shrinkage=0.0418233


Tree=543
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 0 0 2 0 2 1 1 1 0 2 2 2 0 2 0 0 2 0 0 1 1 1 1 2
split_gain=0.296045 2.77416 5.79553 4.32537 2.09693 1.62843 1.29191 2.81065 2.39227 3.4717 2.5137 1.69583 1.61831 1.47877 1.45045 1.91369 1.10855 2.58921 0.98603 2.07004 2.87431 2.24535 0.936567 0.870425 0.951457 1.29952 1.87503 1.85559 1.49622 0.83512
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.37407562650000009 0.50101793360000013 0.48588365620000007 0.48368312325000012 41.529896397300007 0.48911709230000006 38.474425342400004 0.34554354660000003 0.34587287805000005 0.34545372890000009 0.48265022005000008 42.546237522150008 42.527280425250005 43.219899330700009 0.5116313883000001 47.079243513300007 0.50291907430000016 0.49588335680000006 39.262923716450011 0.51657136015000005 0.5195503128500002 0.38906020780000011 0.38723391515000005 0.39019789825000006 0.39048232090000007 41.976795488650005
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 -2 6 7 14 9 -8 -11 -10 13 -9 29 -16 -13 -18 19 20 21 -6 -3 -20 -25 26 -26 -27 -29 -1
right_child=4 3 -4 -5 18 -7 8 12 11 10 -12 16 -14 -15 15 -17 17 -19 23 -21 -22 -23 -24 24 25 27 -28 28 -30 -31
leaf_value=0.002349977206619923 -0.032278397279046758 0.010409747333027793 -0.055321296631553538 -0.02071526808646838 -0.044319483570049077 -0.030549867530806817 0.035304765965192816 -0.012995256921442832 -0.023461208890021491 0.014663116183144045 -0.019847842922391369 0.018256330495779682 -0.00049472217295907128 -0.050713135905756254 0.0020507828943628873 0.032522891022133238 -0.024206131566001186 0.015158139213864637 0.012533499310635018 0.019863394920884653 -0.052290227279904379 0.019990951898374701 0.033165958830937897 -0.019976208554677834 -0.0035461324278895801 -0.023924954528819837 0.026229253667248934 0.02160176940584525 -0.00057965350114267571 -0.003514009492557665
leaf_weight=83.094178604165791 2.9472275003790847 3.6082323119044331 2.6505198591621584 3.5068836850114158 1.1493059071945011 2.3237629830837241 8.1107073649764079 2.9057409614324552 4.3355729132890728 10.139695201069115 4.2865888811647883 4.8259874470531932 3.7275850456207991 3.032346248626709 8.005705773830412 4.651419796049594 4.6380659416317922 4.910990297794342 8.0769614260643703 2.0791479004547 2.7859793186653405 2.3796943961642683 9.0758236609399301 3.388837518868967 5.7180822864174825 4.7478937953710547 6.3962882310152054 4.4673889204859725 153.5591126608615 59.490711718273815
leaf_count=724 33 13 22 40 36 18 41 13 25 55 37 20 17 27 33 63 27 19 43 13 39 28 50 26 37 28 24 17 2406 659
internal_value=0.000422076 0.001352 0.000196154 0.0164242 -0.000647196 0.000901981 0.0012565 -0.00023935 0.00723692 0.0155277 0.00440862 -0.0027493 -0.0200074 -0.0322563 0.000991446 0.0132491 0.0034975 -0.00396146 -0.000168506 -0.0128357 -0.0236016 -0.000953326 0.0266925 0.000402075 -0.000147545 0.000236677 0.012175 -0.000651827 4.74125e-05 -9.66547e-05
internal_weight=425.016 227.321 211.13 16.1909 197.696 208.479 206.155 164.908 41.2476 22.537 14.4263 18.7106 9.66567 5.93809 155.242 12.6571 14.375 9.54906 194.749 8.39413 6.31498 3.529 12.6841 186.355 178.278 174.889 12.1144 162.774 158.027 142.585
internal_count=4633 1903 1800 103 2730 1778 1760 1536 224 133 92 91 57 40 1479 96 66 46 2697 116 103 64 63 2581 2538 2512 61 2451 2423 1383
is_linear=0
shrinkage=0.0377826


Tree=544
num_leaves=31
num_cat=0
split_feature=1 1 2 1 0 2 2 1 0 2 0 2 2 0 1 1 0 0 0 1 1 2 0 2 0 1 2 1 2 1
split_gain=0.282862 0.39349 0.416091 0.272519 1.26593 2.4973 0.90235 0.875826 0.979616 1.16576 0.712989 1.06613 0.667201 0.893125 0.516046 2.15196 0.518649 1.5749 1.45932 1.2485 2.42546 1.52165 1.45646 1.65056 1.06137 1.27482 0.940617 0.612387 1.54428 0.872973
threshold=0.50634711535000021 0.51869704500000013 48.109449608500007 0.31100865245000009 0.42615490555000007 48.914776625700007 48.823707093150006 0.31118828780000007 0.41160444300000004 35.771221912400001 0.39672464895000009 48.553014326500012 36.952388736350009 0.3733870243500001 0.32467590790000006 0.33400197600000009 0.47550971530000002 0.47673722340000008 0.47642286160000008 0.34521421515000011 0.35696536035000009 42.055256506450007 0.45995628875000011 50.189067467950004 0.47604862130000009 0.3447651268000001 38.171717059500004 0.3447651268000001 41.529896397300007 0.34545372890000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 12 -5 10 -10 11 -9 -1 -14 -6 -16 19 18 24 21 -21 26 23 -22 25 -18 -17 28 -19 -29
right_child=1 2 -4 4 14 -7 -8 8 9 -11 -12 -13 13 -15 15 16 17 27 -20 20 22 -23 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0498249776069212 -0.052169457576549477 -0.047627684769441951 0.0070499615753165205 -0.055566337458718577 0.014360147450109051 -0.072103262461687967 0.021040597034386131 0.035432906339405192 0.026265265014584965 -0.051752012552572592 0.043746988467408612 -0.029331999061432322 0.0099011721018835118 -0.051835836217259387 -0.043935805135839272 0.018492149127562328 0.007784354770288552 0.0026186739121751164 -0.065172243499263843 -0.058018320464718609 -0.05206405427524434 0.034655310988221451 0.026971856400951212 0.056298051115128082 0.016714123835678246 -0.052620284218407101 -0.012653755179784509 0.0066543395180265292 -0.030046613847265282 0.00021759693911759187
leaf_weight=0.31370498239993994 0.51573036816262119 0.39849622558358522 1.3463730844669042 0.67580692283809085 6.0815024357289067 1.5358387380838392 4.9389093220233917 1.0238663261989138 0.63202294991060615 1.2803036071127278 1.2839858611114321 1.243634447455406 0.95134749263525042 1.1357505333726292 2.3865313236601642 4.3992021735757607 1.3199125453829759 9.1630248203873617 1.3920954396016894 1.6610196930123482 1.3293647971004245 5.7026899941265574 3.1212550869677216 0.40521249175071705 1.920540692284703 1.8592190388590095 4.1756064742803574 55.106624555774033 4.9113350212573996 299.82268166894937
leaf_count=2 153 338 63 14 32 14 28 45 17 145 22 6 16 167 62 35 6 39 35 35 108 25 28 1 14 43 23 273 27 2817
internal_value=0.000483233 -0.0160988 -0.00543741 0.000572532 0.000412767 -0.0184977 0.00955008 -0.00508816 0.00115537 -0.0259673 0.0157598 -8.80815e-05 -0.0140881 -0.0236947 0.000771368 0.000564081 0.000832068 0.000431912 -0.0225183 0.00805792 -0.00898946 0.0158391 0.00778169 -0.0267497 -0.0108748 -0.0275415 0.00332528 0.000835668 -0.00878008 0.00121697
internal_weight=422.034 2.2606 1.74487 419.773 412.433 7.67546 7.33971 6.13962 5.46381 1.91233 3.55149 2.2675 2.4008 2.0871 404.758 398.676 396.29 375.495 6.49177 20.7944 6.51685 14.2775 4.85583 1.73458 5.09967 3.17913 8.57481 369.004 14.0744 354.929
internal_count=4633 554 401 4079 3866 263 213 249 235 162 73 51 185 183 3603 3571 3509 3254 98 255 172 83 137 109 63 49 58 3156 66 3090
is_linear=0
shrinkage=0.0470034


Tree=545
num_leaves=31
num_cat=0
split_feature=2 0 2 0 0 2 0 1 2 2 1 1 2 1 2 1 1 2 0 0 2 2 1 1 2 2 1 0 1 2
split_gain=0.291734 1.15286 0.918352 0.474783 0.924055 1.1229 1.03373 0.647508 0.451673 1.20002 1.51764 0.929478 0.836906 0.939651 0.56975 0.690097 0.740849 0.523769 0.584436 1.41577 1.03685 1.24615 2.86614 2.83903 1.69301 1.1494 1.01625 0.952891 1.3654 2.86697
threshold=49.247968080500009 0.39672464895000009 49.292797572200008 0.66718062335000017 0.58035687555000015 52.834037000700008 0.57927906350000014 0.3975479776000001 47.927946529500012 45.700098835450007 0.39150025445000008 0.43967246490000006 47.309807198350008 0.4690129038000001 48.393869453650005 0.37977904855000005 0.4529056016000001 45.321989007550009 0.57212358910000016 0.57403969940000021 40.00488309970001 40.858951393400005 0.45824975300000009 0.46112391845000006 44.749265482150008 40.722669576350008 0.49146732130000009 0.56974342085000018 0.45107930900000009 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 -3 4 6 -6 7 -4 9 17 -11 -12 13 -13 -10 -16 -17 18 27 -20 26 25 -23 -24 -25 -22 -21 28 -1 -30
right_child=1 2 3 -5 5 -7 -8 -9 14 10 11 12 -14 -15 15 16 -18 -19 19 20 21 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.0010737161568064668 -0.048988011412737113 0.044387635598372666 -0.0027496376959265964 0.028916081937982868 -0.051245361016643558 0.01033786819972801 0.030007530872678483 -0.046174389248314671 0.02026256245241374 -0.036644562345943002 0.018449126976902604 -0.057195740721576412 0.011213787003466891 -0.0024219367343890248 0.009400300179007854 -0.024056476196414069 0.0096810373133500542 0.022258747099232212 -0.050756275570183133 -0.044559090375587154 0.0023346504824797412 -0.053495317185780565 0.054195608225172907 -0.021881094974964949 0.047118514482754788 0.051710291829549324 0.013605207455798693 0.018215011948977053 0.0072842686820021301 -0.035394681321219146
leaf_weight=345.61781400474138 1.04493749141693 0.71793261915445228 3.7911211921600589 0.66965280892327506 1.6032366310246291 0.80630966473836441 1.5903915688395498 0.74434014200232912 4.4695795513689545 3.5593019779771549 2.4738646973855793 1.1929318755865104 1.3452222180785609 1.0824457819107918 9.8297999948263151 2.8698751097545019 2.0021582185290754 2.0193592600990078 1.2620837926515367 1.8870955984748428 2.0505307325438471 1.8831101562827806 1.6574954502284525 3.9359984741313383 0.77046381472609926 1.4643169414193837 0.76491880837602355 5.6496183909475794 5.7474600882269424 5.661026990506798
leaf_count=2824 18 4 53 40 87 22 18 88 36 128 43 15 18 31 46 29 20 29 28 217 57 31 5 309 4 12 231 30 43 117
internal_value=0.000391256 -0.00645986 -0.00198144 -0.00559792 -0.00830575 -0.0306377 0.000478311 -0.00987632 0.00057489 0.000261345 -0.0145597 -0.0016616 -0.0154028 -0.0311387 0.00695369 0.00290759 -0.0101921 0.0006375 0.000522102 -0.00752493 -0.0037396 0.00168154 -0.00736376 0.00628667 -0.0105856 0.022905 -0.0277828 0.00086992 0.00059545 -0.0138935
internal_weight=420.164 10.9679 9.92298 9.20505 8.5354 2.40955 6.12585 4.53546 409.196 390.025 9.65377 6.09446 3.6206 2.27538 19.1714 14.7018 4.87203 380.371 378.352 15.676 14.4139 11.7619 8.24707 6.36396 4.70646 3.51485 2.65201 362.676 357.026 11.4085
internal_count=4633 330 312 308 268 109 159 141 4303 4172 235 107 64 46 131 95 49 3937 3908 894 866 418 349 318 313 69 448 3014 2984 160
is_linear=0
shrinkage=0.0425671


Tree=546
num_leaves=31
num_cat=0
split_feature=2 2 0 2 0 2 1 1 2 2 0 0 0 0 1 2 0 1 1 1 0 2 1 0 2 2 2 1 0 2
split_gain=1.67728 1.69742 1.67359 1.72365 1.63969 1.55384 3.41341 1.85905 1.54741 1.30785 3.56774 1.08871 0.934704 0.918654 3.36031 4.16134 2.9627 2.19196 2.67285 2.31796 2.81468 1.83396 2.12182 2.33248 1.4848 1.44954 1.67574 1.62012 2.43771 3.24391
threshold=42.783136484500005 42.982930821650008 0.41973294215000007 41.243661560350013 0.58887458460000019 42.684965421050009 0.34626208795000007 0.34584293880000011 42.498713093000006 42.580420142950011 0.49588335680000006 0.62143349005000015 0.63528038085000016 0.47774018740000007 0.34521421515000011 48.109449608500007 0.47787491390000009 0.34503457980000002 0.34566330350000002 0.34626208795000007 0.47976108500000009 43.118479346150004 0.35799826355000003 0.4995209724000001 48.96897326980001 43.564719632750005 43.067541470150012 0.34007963835000005 0.39614083410000006 48.553014326500012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 11 -4 -11 -6 -13 14 24 -16 -15 -18 -19 -20 -21 -22 -23 -24 25 26 -3 28 -27 -30
right_child=1 13 4 -5 8 6 -8 -9 -10 10 -12 12 -14 16 15 -17 17 18 19 20 21 22 23 -25 -26 27 -28 -29 29 -31
leaf_value=-0.0020488726393023239 -0.00088542130772827673 0.0010256352258620925 0.00020824992135566559 0.00086640391346489484 -0.0020941391643885857 0.00038507536881832703 -0.0011896226436199414 0.0020772114207537168 0.0016317801223100568 -0.0024675016631714817 0.00042758148056061925 0.00054426437400109911 -0.0020514169805911455 0.0021338166907503928 -0.0019669294988980748 0.0018692503008410288 -0.0018747814744951225 0.0010398924652252832 -0.0015841084200871884 0.0022591973785675221 -0.0013936911187355254 0.0010045253740519507 -0.0025975780363400379 -2.5362638213084545e-05 -0.0007474168984988878 0.0013370620306854381 -0.0023596969165891688 0.0015660925846006225 -0.0022417125010677015 0.00051017637406669059
leaf_weight=2.4002895081648599 8.7511308199027535 0.87374891247601327 335.51640355403651 1.0897045688470823 2.5631384774460448 4.0713688656687719 2.3611787222325793 5.8420073390007019 0.81575374049134541 2.501569975167512 4.237697146832943 1.6058410207915588 0.7530813855701125 2.5455300509929648 6.7275911988690487 1.2370972186326978 2.1769615709781638 9.5035223737359029 3.4360067099332801 2.0374755710363379 3.4781037740176535 7.4611513689160338 1.3323311286512751 58.681147355528083 6.0463785771280518 4.1330812554806453 1.4160104478942228 4.3357922434806815 2.5594327356666327 4.1489929854869843
leaf_count=217 92 9 2035 51 225 18 26 60 24 30 24 67 258 6 141 3 14 38 18 5 32 30 29 946 42 58 51 13 56 15
internal_value=0.000119031 -6.75878e-05 0.000186177 -0.00113862 0.000199011 0.000215509 0.000887524 0.00138226 -0.000820403 0.000191408 -0.000647054 -0.00122681 -0.000284402 -8.98672e-06 -0.000291916 -0.00137108 8.92579e-05 3.01877e-05 7.84486e-05 -4.1106e-05 3.15307e-05 -3.24389e-05 3.77293e-05 -8.24672e-05 7.3629e-05 0.000357841 -0.00106789 0.000572938 0.00017575 -0.000539738
internal_weight=494.64 130.881 363.758 3.48999 360.268 354.53 12.2746 9.91338 5.73781 342.256 6.73927 4.92206 2.35892 122.13 31.4781 7.96469 90.6522 88.1067 85.9297 76.4262 72.9902 70.9527 67.4746 60.0135 23.5134 17.4671 2.28976 15.1773 10.8415 6.70843
internal_count=4633 1598 3035 268 2767 2193 104 78 574 2089 54 550 325 1506 388 144 1118 1112 1098 1060 1042 1037 1005 975 244 202 60 142 129 71
is_linear=0
shrinkage=0.00192234


Tree=547
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 2 1 1 0 1 2 0 0 1 1 1 2 2 1 2 2 1 1 0 2 1 2 0 0 2
split_gain=0.302326 0.520966 0.832049 0.502174 0.787785 0.535033 0.500272 0.75027 0.471487 1.38741 1.24297 0.793467 0.671575 0.605703 1.26631 0.978817 0.795796 1.4087 0.793754 0.775619 1.52258 0.690305 1.49298 0.781608 1.17979 0.70406 0.897665 1.30096 0.604124 3.24752
threshold=0.63013083440000017 0.66011496660000013 0.66977036620000019 40.806664626150003 0.51869704500000013 40.722669576350008 0.57854555250000017 0.58454836680000011 0.60710757165000018 0.45824975300000009 44.749265482150008 0.61797550970000004 0.62376874945000005 0.46551001470000003 0.48616807880000007 0.4830394299500001 42.123054668150012 41.772405911750006 0.46280051495000007 39.032633164100012 38.911218973650008 0.45932756505000005 0.46097422230000007 0.58887458460000019 47.309807198350008 0.4529056016000001 37.817254840650008 0.58249753000000004 0.57212358910000016 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=8 3 -3 5 -5 -2 -4 -8 13 -10 11 -11 -13 18 15 16 17 19 21 20 -15 23 -23 25 -25 28 -27 -28 -1 -30
right_child=1 2 6 4 -6 -7 7 -9 9 10 -12 12 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 26 27 -29 29 -31
leaf_value=0.00089309873504100099 -0.053261295195410271 0.032648842968957301 -0.05606799575931571 -0.057667315792276283 0.01361386466074203 0.056817833763652036 0.045948178322068531 -0.05364487111030574 -0.063577144163652399 -0.053921147827895699 0.041760367706186741 0.029884259890141852 -0.052517041770242391 -0.057328197492115741 -0.054006179662809552 0.020849327831571868 -0.062092168313011509 0.065692929924475327 0.02781946768264509 -0.055823845146177907 0.065046818608157031 0.027692903454233371 -0.05645167019021291 -0.0034553910333710532 0.050854588885487384 0.017361052970957434 -0.055661704643943273 0.014373182259968606 0.016864683501376983 -0.059080590317840298
leaf_weight=381.80474990085349 0.17090968594129607 1.2913945965410678 0.62880546940868931 1.4815326655225365 0.52446636409149494 0.31110015511512756 0.44798744539730251 0.32684477299153514 0.51634298829594527 0.64099478202115312 3.2295729361940175 1.1770261311321517 0.31275410269154225 0.49371515936218224 1.5441328162196439 2.4683273870032281 0.85829204320907582 0.53489667177200306 2.6736010462045661 1.0356815331615505 0.52313792705535889 0.8139443290419871 1.4932515381369738 2.0808049815241239 1.9225512547418473 1.1789565624203522 2.132023617625237 0.96146412566304196 3.3088052409002549 2.4469141345471144
leaf_count=3286 89 43 115 47 60 1 7 101 26 77 34 86 24 58 147 20 20 1 9 43 1 9 84 36 9 14 53 12 58 63
internal_value=0.00046581 -0.011531 0.0036947 -0.0280235 -0.0390309 0.0177863 -0.0229441 0.00393719 0.000615948 0.0146727 0.0222102 -0.0074215 0.0125855 0.000413615 -0.0136997 -0.00317589 -0.0203862 -0.00655172 0.000676229 -0.0253789 0.00562978 0.000493957 -0.0267667 0.00065285 0.0226262 0.000428349 -0.019751 -0.0338947 0.000650805 -0.0154217
internal_weight=419.335 5.18304 2.69503 2.48801 2.006 0.48201 1.40364 0.774832 414.152 5.87669 5.36035 2.13078 1.48978 408.275 7.45818 5.91405 3.44572 2.58743 400.817 2.05253 1.01685 398.143 2.3072 395.836 4.00336 391.833 4.27244 3.09349 387.56 5.75572
internal_count=4633 463 266 197 107 90 223 108 4170 247 221 187 110 3923 290 143 123 103 3633 102 59 3624 93 3531 45 3486 79 65 3407 121
is_linear=0
shrinkage=0.0499828


Tree=548
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 0 1 0 2 1 0 0 2 2 2 1 1 2 2 2 1 2 2 0 1 1 1 1 1 2
split_gain=1.68776 4.05976 1.83866 1.64064 2.94882 1.58225 3.39974 2.68867 2.29721 1.98678 2.9375 2.28166 1.50284 5.54879 1.45198 1.44991 2.14569 2.22997 1.43604 2.54745 3.03034 2.18322 2.05226 1.43588 3.05812 1.50398 1.37616 1.57462 2.85092 2.60793
threshold=0.39170982905000007 0.39394030120000006 0.47880302985000006 0.47847369840000004 0.34515433670000012 0.53634621715000008 0.39563186730000005 0.54504356155000011 43.61821939175001 0.41861022125000008 0.53146612375000013 0.5276039639500002 42.759119507950011 43.477771593600004 42.686561923500008 0.40115565405000009 0.39900002995000006 36.772607578000013 42.620627117000005 40.636252116050009 0.41917906650000009 40.00488309970001 39.571921479100006 0.47961138885000004 0.34587287805000005 0.34518427590000006 0.43540612555000008 0.40437412050000004 0.41917906650000009 38.396531328800009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -3 18 15 10 11 -10 14 -14 -1 16 17 -8 19 21 -21 22 -7 24 25 -4 27 -9 -29 -30
right_child=1 5 23 4 -6 7 8 26 9 -11 -12 -13 13 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00017783369829242702 -0.0021778537415665937 0.00091968949638263856 0.00093277434877902837 -0.0026391933572120479 0.00015401848964390259 5.4687835642311905e-05 0.00050131394051828573 0.00077908933519188484 0.00065146934380721664 -0.0017256768265742669 0.0016127368326750214 -0.0021246032387684482 -0.002007728236032894 7.8887185481118005e-05 0.0017070370277852038 -0.0024467984885987457 0.00049673769641092927 -0.0022426517609766281 -0.00037874845241217428 0.00031049544927567953 0.0019415875326717637 -0.00092943723857857928 0.0015337981919112463 0.00026742131426674929 0.0019122101705274679 -0.00053349847293203856 4.9074811807815677e-05 -0.0023562901756589232 -0.0022338438508683594 -9.0013744234032143e-05
leaf_weight=60.634061525866855 3.1765621884260318 5.6723737721331444 5.2676359564065951 2.3738118447363368 3.3930921852588654 10.77711256593466 1.4498523883521572 3.2486820416525033 2.2261541439220291 2.1503426453564307 3.7064051851630211 2.1514387559145689 5.637422318046446 28.610828906064853 2.3847572468221179 3.1421693656593552 2.7052296493202448 4.4649680834263563 6.0183182442560783 7.8389712274074581 9.0900557264685613 4.9695330858230582 5.1102264225482932 190.18710919609293 6.2990335822105399 5.0761593952775002 79.997244870159193 3.1193288029171553 2.4113023160025504 16.081108663696796
leaf_count=648 91 30 18 24 20 51 12 46 26 92 13 105 138 309 9 53 20 95 33 30 29 22 13 984 27 26 1444 64 57 104
internal_value=0.000124362 -2.39613e-05 0.000210287 4.84448e-07 -0.000995742 1.48406e-05 -0.000407251 9.34003e-05 -0.000749437 -8.34468e-05 0.000353386 -0.000712876 5.95501e-05 -0.000264579 0.000235702 -0.00132892 -0.000921427 -0.00157005 0.000493383 0.000632291 0.00118631 0.000182605 0.00053045 0.000314802 0.000856253 0.000213209 -7.3692e-05 -0.000468738 -0.000656312 -0.000369557
internal_weight=489.371 179.507 309.864 103.034 5.7669 176.331 27.6689 148.662 21.9966 10.2343 8.084 4.37759 97.2671 34.2483 63.0188 11.7622 8.62005 5.91482 43.8042 37.7859 16.929 20.8569 15.8873 206.83 16.6428 10.3438 104.858 24.8604 21.6117 18.4924
internal_count=4633 2430 2203 1148 44 2339 446 1893 416 236 144 131 1104 447 657 180 127 107 178 145 59 86 64 1055 71 44 1715 271 225 161
is_linear=0
shrinkage=0.00192234


Tree=549
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 0 2 1 0 2 2 1 0 2 2 1 2 0 1 1 0 2 2 1 0 1 1 2 2 1
split_gain=1.41444 2.66114 2.61758 2.54679 2.96246 2.23244 2.08177 2.57747 4.72916 1.86941 1.75604 1.68436 1.70657 1.57587 3.28244 3.25894 1.84515 1.58578 1.98031 2.28112 3.50868 3.28861 1.94862 3.30154 2.78843 1.54181 2.98968 2.60792 1.60414 2.00309
threshold=0.39078171310000004 0.5380527529500001 0.47880302985000006 0.47847369840000004 0.34515433670000012 0.54504356155000011 43.930205408700004 0.34569324270000007 0.51017933595000009 36.377496227400009 36.558960102350007 0.43540612555000008 0.56065686655000013 42.670715716450012 42.243697547450004 0.34626208795000007 42.686561923500008 0.52401125715000008 0.39019789825000006 0.3584174126500001 0.49067393190000008 39.354247760400007 39.746231405950006 0.37820723930000005 0.50730517050000012 0.40437412050000004 0.41917906650000009 38.396531328800009 41.362929270750008 0.42307116555000007
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -5 -3 13 -8 -9 -2 -11 25 -13 14 17 -16 -15 18 19 20 -4 -21 -23 24 -24 -7 -27 -28 29 -29
right_child=1 5 6 4 -6 11 7 8 -10 10 -12 12 -14 16 15 -17 -18 -19 -20 21 -22 22 23 -25 -26 26 27 28 -30 -31
leaf_value=3.1151031600201053e-05 -0.0022242726684248504 0.0004788047668585466 0.00037766209495970694 -0.0027315654553685654 -6.049030696673177e-05 0.00070767254292004866 -0.0024524073929820607 0.00097006845013172327 -0.0017771619157268244 0.0024534090050723745 -0.00041727579147861994 0.00071509719609532882 -2.7046258811908812e-05 0.0016726893405445129 -0.0019989012470031592 0.00011853721506745735 0.00053360536375907824 -0.00079395888861428295 0.0012594742419802531 0.00037210803917710016 0.001529580570372839 -0.0018897590602313585 -0.00024471809743319709 0.00072269553683120219 -0.0024448812706609744 -0.0023340925676485682 -0.0022090709619420473 0.0011352897175255705 -0.0011334359659244924 -0.00040662748813832502
leaf_weight=99.652449562156107 2.0070890281349412 41.349375998601317 68.482475083321333 2.6312758084386578 3.3556446935981512 3.4494169633835581 1.9168858136981715 5.954103618860243 3.5541711435653269 0.77373486012220283 34.725351095257793 13.197733967564998 66.253098605404375 5.8947703242301932 4.2767204046249372 6.5142156854271889 35.288943916559219 4.1340293958783141 8.7342873215675336 34.906344030052423 10.884836472570894 3.4444910213351276 5.46972658485174 6.2924818396568289 3.2687186487019062 3.1896754715126034 2.3618691088631776 5.197503015398981 3.9513857788406304 7.0538581386208534
leaf_count=1104 33 173 283 24 20 51 13 28 62 2 535 58 1386 61 32 30 142 24 28 145 60 24 31 21 38 64 57 19 44 41
internal_value=0.000124525 -6.97385e-06 0.000201217 -4.0574e-05 -0.00123444 0.000108054 0.00032342 -0.000458762 -5.68399e-05 -0.000454754 -0.000354707 -3.8431e-05 9.62326e-05 0.000368647 0.000282282 -0.000720657 0.000696646 0.000356605 0.000390223 0.000333031 0.000535642 3.17908e-05 -0.000611184 -0.000318185 -0.00106772 -0.000462937 -0.000648552 -0.000358952 -8.92604e-05 0.000247514
internal_weight=498.167 183.51 314.657 105.639 5.98692 146.004 209.017 11.4252 9.50827 37.5062 35.4991 104.655 79.4508 197.592 156.408 10.7909 41.1837 145.617 141.483 132.749 79.3673 53.3818 18.4754 15.0309 8.73845 25.2037 21.7543 18.5646 16.2027 12.2514
internal_count=4633 2463 2170 1148 44 1893 1022 103 90 570 537 1720 1444 919 716 62 203 654 630 602 343 259 114 90 69 276 225 161 104 60
is_linear=0
shrinkage=0.00188464


Tree=550
num_leaves=31
num_cat=0
split_feature=2 0 0 2 2 0 0 2 0 0 0 1 0 0 1 2 1 0 1 0 1 1 2 2 2 0 1 1 1 2
split_gain=0.30588 0.368882 0.680412 0.320752 1.39326 0.965866 1.29825 1.08821 0.911302 4.57832 1.93504 1.35476 1.6092 1.47368 1.34326 1.33873 1.25834 0.766574 0.741251 0.869686 0.553315 0.427519 0.425137 0.334778 2.56194 1.73644 1.87211 1.26333 2.43899 1.11845
threshold=31.914316944300001 0.5206281249000001 0.52401125715000008 36.558960102350007 37.041406607950009 0.50452082270000009 0.52507409960000018 36.772607578000013 0.50035927070000008 0.50452082270000009 0.49877249185000011 0.39048232090000007 0.52863686715000002 0.5296248615500001 0.36510882910000009 35.119813570500007 0.36476452800000009 0.54450465555000005 0.34377713240000007 0.49194634890000005 0.35394149875000008 0.43643902880000007 34.515670600900002 39.427119987250002 39.788107623550012 0.46898296455000005 0.3459626957000001 0.34524415440000006 0.36994401365000007 39.852039223600009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 8 5 -5 -7 -8 10 -10 14 -11 -13 -14 16 17 18 -15 22 20 -20 -19 -2 25 27 -6 -27 -25 -29 -26
right_child=3 2 -4 4 23 6 7 -9 9 11 -12 12 13 15 -16 -17 -18 21 19 -21 -22 -23 -24 24 29 26 -28 28 -30 -31
leaf_value=-0.049716991597916427 0.036252651635427909 0.048934753461009846 -0.051486470335555826 -0.0038642699617677891 -0.027503809974002036 -0.08215355135345849 -0.061519232307222935 0.0041031266558066333 -0.071515585477413393 0.02050706152706781 0.052426074957111254 -0.056164619625061384 0.069707637975984865 0.033267449294277954 -0.036527443706783326 -0.052607879905375909 0.051229455762343598 0.00039322621443334493 -0.0094484226040865548 0.016250689068630517 -0.075895787880495322 -0.050346060426831853 -0.00038357596418361396 0.0032285713372328432 0.034215037415741494 0.025218400511775981 0.0021152731675054279 -0.068863647347645024 -0.015515504743211049 0.00076466002649293655
leaf_weight=0.59076283434114774 1.3950165440328439 0.32416094839572906 0.27723854283976834 3.8501160589512429 3.6997438314137971 1.0383045524358752 0.87027037608641 1.5681935199536381 1.8283677399158502 8.0054101720452291 2.515900731086731 1.2577744498848904 0.64477181434631337 1.4966850904747846 1.4153887480497358 1.0644235295985707 1.5374977737665174 1.7262409501709046 0.49296517518814631 0.84643944352865208 0.63517513661645353 0.46736178743958579 1.4111384954303501 4.7438205778598812 2.2301585299137505 9.2121643051505071 49.559815729946422 2.3198996544815591 10.437323361169545 302.41137228182924
leaf_count=81 17 3 138 28 56 8 30 26 11 32 10 23 1 8 8 75 7 23 37 7 16 89 27 21 17 41 431 20 93 3249
internal_value=0.000500233 -0.0233041 0.00264168 0.000568014 0.000227776 -0.0201016 -0.0380826 -0.019317 0.00555494 -0.00129425 0.016575 0.00746204 -0.00822472 0.00294256 0.0049119 -0.00611124 0.014195 0.00730021 0.00228461 -0.0198066 -0.0468602 -0.0104171 0.0178293 0.00061505 3.61802e-06 0.00376797 0.00573655 -0.0175065 -0.0252169 0.00100954
internal_weight=419.874 1.19216 0.601399 418.682 391.941 7.32688 3.47677 2.43846 26.7406 16.491 10.2495 14.6627 6.65726 5.39948 7.73362 4.75471 6.31823 3.69029 4.78073 1.97458 1.12814 2.1936 2.80616 384.614 322.143 62.4717 58.772 17.501 12.7572 304.642
internal_count=4633 222 141 4411 4020 92 64 56 391 262 129 251 219 196 119 195 111 120 104 60 53 112 44 3928 3400 528 472 134 113 3266
is_linear=0
shrinkage=0.0470614


Tree=551
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 2 0 2 0 1 2 0 1 2 2 0 2 2 1 0 2 0 2 0 0 1 0 0 1 1
split_gain=2.13569 5.18306 8.93881 3.42114 2.68921 1.76419 3.97134 3.18982 3.01477 1.85928 6.09539 1.74384 2.57872 1.86893 1.42396 1.99938 4.85049 1.27826 1.25474 3.25928 2.2924 1.22371 2.92163 3.6334 3.3348 1.18766 2.74997 1.17517 3.57394 2.18094
threshold=0.37227927305000003 0.36880632320000012 0.36618664115000005 0.37407562650000009 0.47938684470000009 41.257948413050009 0.47943175355000006 42.684965421050009 0.48077901860000011 0.35585760905000008 37.688226470200007 0.48458129995000004 0.34554354660000003 40.250747516500006 43.564719632750005 0.48389269780000005 43.157831852650006 40.574766824850009 0.35331277505000008 0.45995628875000011 50.189067467950004 0.5116313883000001 47.079243513300007 0.50291907430000016 0.49588335680000006 0.37977904855000005 0.51657136015000005 0.47847369840000004 0.34515433670000012 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 9 -7 8 -8 11 -11 12 17 -13 15 -9 -17 -6 27 20 -20 22 23 24 -5 -23 -27 29 -29 -1
right_child=3 -3 -4 21 5 6 7 14 -10 10 -12 13 -14 -15 -16 16 -18 -19 19 -21 -22 25 -24 -25 -26 26 -28 28 -30 -31
leaf_value=9.6766349723586653e-05 -0.0017101003855989985 0.0013975604811946563 -0.0032092594733675187 -0.002269820396765362 0.0013496943827557362 0.0020451905202482656 -0.0016656485598065072 0.001182686986969576 -6.6716308234171141e-05 0.00079985672423672034 -0.0015630999771931767 0.00042287002424895587 -0.00047508388743094557 0.0019329841316037325 -7.0860423798199912e-05 -0.0011619146605697933 0.0014667663876344471 0.0003450711110556308 -0.0020620747759606916 0.0014048609913715183 0.0024242324220126537 -0.00087426979956372003 0.0011115901532039846 -0.0026991729394094852 0.0011224364329567142 0.0013005775526381902 3.8032192784994638e-05 -0.0020795945868631034 0.00014484273645223519 -0.0010095087803447336
leaf_weight=84.172539645514917 4.110575668513774 13.092146661132572 2.7320077205076805 1.6000245613977293 11.065289221704012 3.9778784513473502 4.793974705040454 15.386811740696432 33.160320736467838 14.808794137090446 5.2528579607605925 4.3145345151424399 6.0464708879590026 8.9478940814733487 10.425703968852757 5.1941991597413999 4.7948360592126846 7.5802664309740058 1.9761496365535989 6.3052179766818881 0.50868529081344593 4.7840098999440661 2.6234657745808363 3.2723393039777875 2.8858206300064921 6.3133198339492074 208.3350700853407 3.9393065078183991 7.3560877349227667 6.8442647573538116
leaf_count=889 33 50 33 36 37 22 32 97 147 63 33 21 25 49 48 33 15 27 116 30 1 30 13 39 28 25 2526 32 38 65
internal_value=0.000125041 0.000241674 0.000181041 -5.92764e-06 0.000218563 0.00039652 0.00021091 0.000111981 -0.000268676 0.000645212 0.00018115 0.000890502 0.000594439 0.00144171 0.000515528 0.000756446 9.98783e-05 0.000941269 1.12687e-06 0.000684428 -0.00114366 2.45541e-05 -0.000607708 -0.0011891 -8.75238e-05 5.44673e-05 7.51667e-05 -5.75783e-05 -0.000630937 1.35769e-05
internal_weight=496.601 262.676 249.584 233.925 246.852 135.75 77.7337 73.7558 37.9543 58.0161 20.0617 37.9545 24.692 13.2624 35.8016 25.3758 9.98904 18.6456 111.102 8.79005 2.48483 229.814 10.3817 7.75818 4.48585 219.432 214.648 102.312 11.2954 91.0168
internal_count=4633 1903 1853 2730 1820 649 394 372 179 255 96 159 89 70 193 145 48 64 1171 147 117 2697 116 103 64 2581 2551 1024 70 954
is_linear=0
shrinkage=0.00188464


Tree=552
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 0 1 2 1 2 1 1 1 1 0 0 1 2 2 0 2 2 1 2 0 2 2 2 2 0
split_gain=1.55565 2.55425 2.25597 1.85895 1.57329 5.17955 2.97951 1.75073 1.73283 1.57219 2.01663 4.08741 2.20503 2.04218 2.92279 2.4992 1.37108 1.22217 6.1085 1.57736 2.35957 2.16519 2.13327 2.06135 1.78264 4.25063 1.61767 2.21971 4.41155 1.54515
threshold=42.081757894750005 42.027798546600003 0.57927906350000014 0.47447681205000009 0.3584174126500001 0.49194634890000005 0.36476452800000009 38.621016321050007 0.36510882910000009 33.96174662340001 0.34608245260000009 0.3465914194000001 0.35394149875000008 0.34587287805000005 0.48654231910000006 0.48368312325000012 0.47941678395000004 41.835830569250014 41.600558339100012 0.56685428580000019 38.911218973650008 33.361153777850006 0.43837010870000009 39.476991512000005 0.56345618395000019 38.983591653800012 41.542492784600007 41.184662530950007 41.087689990200012 0.5485614203000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 7 -6 -8 -1 13 -12 -13 14 15 -11 -5 18 19 24 21 -21 -22 -24 26 -26 27 28 29 -10
right_child=-2 -3 3 16 6 -7 8 -9 17 10 11 12 -14 -15 -16 -17 -18 -19 -20 20 22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0015347504559227042 -2.9115795819497569e-05 0.001358003062725298 -0.0021653180269859316 0.0015540948613819475 -0.00050690716547255787 0.0020263078974926641 0.0014449780047761898 -0.0027562835070155329 0.00014529460544764633 0.00027332102129967148 0.0017573691343366325 -0.0014842801387564134 0.00069439970336992931 -0.0012892263588528549 0.0020147458659716894 -0.00095997670287284594 -0.00095609411080090783 0.0010265133834622448 -0.0024898052253168896 0.0014075450677487058 0.0022396971771014382 -0.0025699074970178836 0.0014920662421843117 -0.00057858710401508331 0.00046453536278227473 -0.00355929965136237 0.0013268112088380118 -0.0010841956204459924 0.0022279812780381324 -0.00053243007374776134
leaf_weight=1.9705745662795369 181.41451161575969 7.8471965104108667 3.0463840370066455 1.4282936637755486 4.0814324403181663 7.4450278952717772 4.0592588558793059 2.2277254038490355 97.037353028543293 88.032129468861967 10.548749025911095 3.2113197832368297 4.8673338834196329 3.7406354397535315 3.7477631121873847 7.4202496558427802 2.4796124319982482 5.6495150607079259 3.8153875246644011 0.91023282217793111 4.4842049032449713 1.5251033930107949 4.1042893938720209 3.9099144684150815 2.6316374316811553 1.8706189617514608 4.320122815668582 6.720994794741272 4.0006077215075484 16.375511414837092
leaf_count=88 2058 36 180 14 28 46 14 28 520 569 47 30 24 17 17 39 408 35 38 17 16 40 16 30 23 25 19 55 14 142
internal_value=0.000121295 0.000208332 0.000178817 -0.000970254 0.000205568 0.000373169 7.46812e-05 -0.00130115 0.000128458 0.000273543 0.000302854 0.000920763 -0.00017164 0.000191042 0.00024686 0.000177447 -3.86496e-05 9.44958e-05 5.97876e-05 0.000125564 0.000754447 -0.00108329 0.00111253 0.00048185 5.49274e-05 -0.00120731 9.9168e-05 5.64436e-05 0.000121736 4.7439e-05
internal_weight=494.924 313.509 305.662 6.95429 298.708 130.984 167.724 6.30916 161.415 123.539 121.568 18.6274 8.07865 102.941 99.2001 95.4524 3.90791 157.355 151.706 147.891 14.9337 2.43534 12.4984 8.0142 132.957 4.50226 128.455 124.134 117.413 113.413
internal_count=4633 2575 2539 602 1937 877 1060 56 1004 831 743 101 54 642 625 608 422 990 955 917 119 57 62 46 798 48 750 731 676 662
is_linear=0
shrinkage=0.00204082


Tree=553
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 2 1 2 2 0 1 2 0 1 0 2 0 2 1 0 1 2 1 1 2 2 0 0 0
split_gain=2.29588 3.05259 3.38968 2.06729 2.89711 3.36071 2.73615 1.88589 1.87755 1.83148 2.2826 1.8595 3.87905 1.99098 1.61779 3.55903 1.95468 1.69723 3.02457 3.34189 2.10795 1.87712 1.83755 1.37003 1.89495 1.46067 1.29491 1.26712 1.2369 3.06565
threshold=0.37227927305000003 0.47938684470000009 0.47943175355000006 41.243661560350013 42.684965421050009 0.48077901860000011 44.026978245600006 0.37407562650000009 42.686561923500008 40.250747516500006 0.48458129995000004 0.34545372890000009 38.621016321050007 0.49820364660000011 0.35331277505000008 0.45995628875000011 50.189067467950004 0.47787491390000009 40.518963363600001 0.34566330350000002 0.47736594710000008 0.34566330350000002 41.257948413050009 0.34566330350000002 0.34614233110000009 43.157831852650006 37.041406607950009 0.48104847160000008 0.48654231910000006 0.48368312325000012
decision_type=2 2 2 2 2 2 2 2 2 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 9 5 -5 8 -2 -6 11 27 -4 26 -14 17 16 -16 20 -19 22 21 -1 -20 -10 -25 -26 -13 -11 29 -7
right_child=7 2 3 4 6 28 -8 -9 23 10 -12 12 13 -15 15 -17 -18 18 19 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=2.0188390517031083e-05 -0.0014531165284328402 0.0021364867979019931 0.0012276662201073641 -0.001693400807853646 0.0020140260425687332 0.00018746436419772935 -0.00069677645466952823 2.7485277065911658e-05 0.001121565192439253 0.0010648278547814359 0.0017907047541086882 0.00039143763651824855 -0.0014901272018815607 0.00024385054319381574 -0.0021223443348085441 0.0015509222040188551 0.0024182163957768266 0.00029620023834227668 -0.0031074322194533065 0.000402126080255757 0.00079129486903465446 -0.0014414368215449819 -0.0011818692192936183 -0.00079414749086503421 -0.000127155643217101 0.001229130850336746 0.0015035882227207153 -0.00013980403530631041 0.0004175363083640785 -0.0014986981766426078
leaf_weight=63.717523129889742 3.3557792715728274 4.4714864492416373 8.4372826740145666 4.8294596150517455 4.2368797659873954 14.723660707473757 5.5107094421982756 229.88670974860725 12.184640079736711 8.2366528958082217 10.329839020967482 15.709048807621008 6.2204036191105825 4.3097994402050972 1.9028320745564982 6.6882854849100113 0.450891613960266 9.2491412982344645 3.0089906156063062 3.4923481941223136 13.514748141169546 3.5672868192195883 5.1951040178537369 4.7332815304398563 5.2479887306690198 7.2987184450030327 5.4116451740264884 5.6668564155697814 17.963498026132584 5.770197130739688
leaf_count=806 33 22 29 32 56 54 47 2697 40 27 54 70 34 23 117 31 1 34 27 24 50 44 39 26 25 28 22 22 86 33
internal_value=0.000147689 0.000273624 0.00045471 0.000403491 0.000198048 -0.000151673 0.000584108 6.1831e-06 0.000793552 0.000666993 0.00109255 0.000409745 0.000191709 -0.000780445 2.63314e-05 0.000821156 -0.00125253 -4.4304e-05 -0.000541699 -0.00120428 8.46352e-05 -5.73036e-05 -0.0018881 0.000618053 0.000263012 0.000661829 0.000676398 0.000573838 4.19371e-05 -0.000287287
internal_weight=495.322 262.079 151.292 146.821 82.499 43.2868 39.2122 233.242 33.7015 64.3215 24.2333 40.0882 31.6509 10.5302 110.787 9.04201 2.35372 101.745 20.9456 11.6964 80.7996 67.2848 8.20409 29.4646 17.28 12.5467 21.1207 13.9035 38.4574 20.4939
internal_count=4633 1903 730 708 427 205 222 2730 175 281 103 178 149 57 1173 149 118 1024 124 90 900 850 66 119 79 53 92 49 173 87
is_linear=0
shrinkage=0.00196078


Tree=554
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 0 0 0 0 2 2 0 1 2 2 0 1 2 0 1 0 1 0 2 0 2 1 0 1
split_gain=1.85268 3.57602 2.66243 3.82745 3.0393 2.46636 2.57942 2.01843 2.14921 3.27855 1.6644 2.7913 2.78677 2.6374 4.75222 2.14563 1.95495 2.31026 1.64364 1.61594 1.45738 2.07677 1.24274 3.55614 2.13359 1.39497 2.53519 2.6099 2.04322 2.11412
threshold=0.37227927305000003 0.36880632320000012 0.5116313883000001 0.50291907430000016 44.026978245600006 0.37644082515000005 0.49688632075000011 0.5116313883000001 0.47938684470000009 0.47943175355000006 41.243661560350013 42.684965421050009 0.48077901860000011 0.35585760905000008 37.688226470200007 42.720329370750001 0.48458129995000004 0.34554354660000003 40.250747516500006 0.50035927070000008 0.37644082515000005 0.51657136015000005 0.35331277505000008 0.45995628875000011 50.189067467950004 0.47787491390000009 40.518963363600001 0.34566330350000002 0.47736594710000008 0.34524415440000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 -5 -2 -7 8 22 -10 13 12 -12 16 19 -13 17 -11 -18 -15 -4 -22 25 24 -24 28 -27 -28 29 -1
right_child=2 -3 20 4 -6 6 -8 -9 9 10 11 15 -14 14 -16 -17 18 -19 -20 -21 21 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=7.5856340252298206e-05 0.0019226466987778948 0.0013117568336937387 -0.0014479773330917543 -0.0026416627921372203 0.00017247876000660981 -0.0025659428320034994 0.00086476378341185768 -0.0014380167925601524 0.0021272827420014653 0.00090977312375110095 -0.0016052039418478141 0.0020041417834197541 -2.6874713097329284e-05 0.0010379186274836359 -0.0016350437871381243 0.0003775159832728249 0.00052554743003318529 -0.00049673605944312578 0.00200123300524639 -0.00028838806572365275 0.0011019152705293812 3.4536725259528529e-05 -0.0021412282582749156 0.0014996564506525227 0.0024644090610007924 0.00027341494008164668 -0.001744644920862587 0.00032537458284003271 0.0007632304917978938 -0.00086700308168513563
leaf_weight=57.268185493536294 2.2647827416658384 11.507158007472752 2.4600226730108252 5.059351010248065 2.0829906044527888 1.5660342937335374 1.8239377615973351 2.8812660966068497 4.0047609806060782 17.860802486538891 4.9125131890177718 3.4844238758087149 34.549207217991352 9.716019921004774 5.0711331591010085 29.626107320189476 4.3849635347723952 5.9975566491484633 8.5797911137342435 5.5488006956875315 7.2464372906833878 213.24135897407541 2.0251855832757415 6.3194105569273233 0.47798842191696156 8.8030038848519343 7.9099175706505758 3.3265405539423227 13.386656716465948 10.880197129328733
leaf_count=728 7 50 16 58 18 37 24 33 22 64 32 56 153 45 33 128 21 25 47 22 34 2536 117 30 1 34 66 24 50 122
internal_value=0.00012866 0.000243296 2.94823e-06 -0.000866801 -0.00182095 0.000338352 -0.000720088 0.000193522 0.000212778 0.000379929 0.000325989 0.000128886 -0.000223358 0.000576242 9.47609e-06 0.000548696 0.000889244 0.000556202 0.00150212 0.000555803 5.28714e-05 6.96166e-05 1.02889e-05 0.000716176 -0.00126177 -5.10232e-05 -0.000514522 -0.00113182 6.28944e-05 -7.46754e-05
internal_weight=494.267 258.522 235.745 12.7971 7.14234 5.65475 3.38997 247.014 244.133 133.736 129.731 72.5723 39.4617 57.1591 20.336 33.1105 36.8231 23.8584 12.9648 15.2648 222.948 220.488 110.397 8.82258 2.50317 101.575 20.0395 11.2365 81.535 68.1484
internal_count=4633 1903 2730 144 76 68 61 1853 1820 648 626 369 185 257 100 184 157 89 68 67 2586 2570 1172 148 118 1024 124 90 900 850
is_linear=0
shrinkage=0.00196078


Tree=555
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 1 1 1 0 2 0 1 0 2 1 0 1 1 0 0 0 1 1 0 0 2 0 1 2 1
split_gain=0.333172 0.364195 0.457641 0.327111 0.7399 0.315924 0.616809 0.278154 0.821413 2.50192 1.34206 0.703107 0.78167 1.07348 0.569272 0.462643 0.413966 2.00244 0.422314 1.53772 1.30239 1.08599 2.20837 1.43924 1.27748 1.55303 0.92114 1.19684 0.727119 0.537053
threshold=0.50634711535000021 0.51869704500000013 0.5225142959500001 0.39587138110000003 0.3733870243500001 0.57854555250000017 0.58454836680000011 0.31100865245000009 0.42615490555000007 48.914776625700007 0.39614083410000006 0.31118828780000007 0.41160444300000004 35.771221912400001 0.31060447290000009 0.39614083410000006 0.32467590790000006 0.33400197600000009 0.47550971530000002 0.47673722340000008 0.47642286160000008 0.34521421515000011 0.35696536035000009 0.47396784530000008 0.45995628875000011 50.189067467950004 0.47604862130000009 0.3447651268000001 38.171717059500004 0.3447651268000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -7 14 9 10 -9 -12 -13 -14 15 -5 -10 -18 21 20 26 23 -23 28 25 -24 27 -20 -19 -21
right_child=1 2 5 7 -6 6 -8 8 16 -11 11 12 13 -15 -16 -17 17 18 19 29 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0053488490431828012 -0.044578976381543407 0.032692577618742572 -0.041309209691724885 0.0097795108608804485 -0.047445377373658233 0.027042420375437717 -0.042622180174354173 0.047702735600537477 0.011199005392744351 -0.059499138869788151 -0.0471431960548339 0.013218419716615866 0.020432183666638147 -0.04384405110325406 0.021012976697321131 -0.023178052177919222 -0.036381139398981528 0.015865566241030533 0.0057930679661168097 -0.0067289248057997228 -0.054282432019972779 -0.04862864586582144 -0.044256977528022247 0.027882423296060985 0.021329059699680405 0.047526053091535882 0.0121383258431439 -0.044642298087111454 -0.0081139049641601787 0.0012279660610433293
leaf_weight=1.024940326809882 0.51003286995546604 0.38199159875512112 0.5254863793543334 1.6659907959401601 0.73014027369208623 0.49463470932096243 0.34760361166627263 0.78956902027130027 6.0975818745791903 1.4690545499324796 0.65879734233021725 2.2693573674187064 0.63433212976087805 1.2200861491728572 3.1534607615321875 1.1608330105664206 2.3284171274863175 3.5012435577809828 1.3153947815299027 14.165855184197424 1.327148870564997 1.5645544489962038 1.2451651034643871 5.8524511773139229 3.1145714912563562 0.38850930333137501 1.9237747425213454 1.7762750685214994 4.8372577056288719 356.88351004503056
leaf_count=18 153 14 259 12 170 13 115 2 32 14 14 28 17 145 16 40 62 26 6 66 35 35 108 30 28 1 14 43 27 3090
internal_value=0.000569437 -0.0147784 -0.00609164 0.000651798 -0.0166144 -0.0169237 -0.00170914 0.000724062 0.000599909 -0.0129717 -0.000705047 -0.00869683 -0.0025548 -0.0218574 0.00930563 -0.00375449 0.000835093 0.000677194 0.000894053 0.000589715 -0.0189775 0.00649571 -0.00733339 0.0126475 0.00627346 -0.0224298 -0.00963532 -0.0231839 0.00195481 0.000924189
internal_weight=423.358 2.25975 1.74972 421.098 1.75508 1.36772 0.842238 419.343 413.363 7.0412 5.57214 4.78257 4.12378 1.85442 5.98028 2.82682 406.322 400.224 397.896 377.392 6.34259 20.5038 6.3128 14.191 4.74825 1.63367 5.01544 3.09167 8.3385 371.049
internal_count=4633 554 401 4079 188 387 128 3891 3823 220 206 204 190 162 68 52 3603 3571 3509 3254 98 255 172 83 137 109 63 49 53 3156
is_linear=0
shrinkage=0.0400778


Tree=556
num_leaves=31
num_cat=0
split_feature=2 0 2 2 1 2 2 0 0 1 2 1 1 1 2 0 2 0 1 1 1 2 2 2 0 0 2 2 2 2
split_gain=0.337972 1.04919 0.786224 0.382362 0.686508 0.729784 1.17042 1.07085 0.532274 0.980254 1.37908 0.480676 0.53827 0.525866 0.64517 1.43485 2.22497 1.198 1.2584 1.33823 0.670275 0.640509 0.52465 0.381452 0.739735 0.483607 0.460216 0.643982 1.00589 0.429716
threshold=49.247968080500009 0.39672464895000009 49.292797572200008 48.823707093150006 0.31118828780000007 45.044778924400006 44.952171034750002 0.41973294215000007 0.41160444300000004 0.32012514595000008 35.887362732750006 0.4995808509000001 0.50491003265000012 0.49146732130000009 45.700098835450007 0.54191491270000014 47.309807198350008 0.53312775065000018 0.36510882910000009 0.37644082515000005 0.41218825785000007 45.921757303800007 45.044778924400006 32.724174661450007 0.51657136015000005 0.52401125715000008 34.823977857500005 34.214889417600013 33.361153777850006 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=3 -2 -3 4 5 6 7 -1 -6 10 -10 13 -13 14 23 17 -17 18 -16 -20 -21 -15 -14 24 -11 -26 27 28 -25 -28
right_child=1 2 -4 -5 8 -7 -8 -9 9 11 -12 12 22 21 15 16 -18 -19 19 20 -22 -23 -24 26 25 -27 29 -29 -30 -31
leaf_value=-0.043392325161277397 -0.045954988086899233 0.038832460872054109 -0.0056922580352068838 0.0082617677759937776 0.018444649494921098 -0.046271130443756858 0.044184395570409624 0.042484745295280762 0.016609871408660843 -0.055753605567441869 -0.057459204853373941 -0.045112236307353983 -0.040516587771300509 -0.0039829690619970232 -0.048075412131498532 -0.025589243019761905 0.024467427515880533 -0.058744664304649155 0.024299155125301036 -0.046389493560068128 0.00041524102680739474 0.038239189324989778 0.010624887247895945 0.016380098147973674 0.014612995070000714 -0.043314936703404153 -0.0011161292651754651 0.02521160111117917 -0.022354933547476242 0.0018007057377854294
leaf_weight=1.0635163013066624 0.98980151023715635 0.68951563909649749 8.9850801259162818 10.508142757462336 2.6928567271970669 1.021655198652297 0.56806079670786847 0.30076053738594044 0.64983829669654269 0.56190803818753821 1.0812016809359191 0.76647384995158008 0.4546188028580217 1.0346939743612886 1.2681823195889572 2.3166270423680544 3.7624719066079706 1.1694087292999027 1.7151864496991041 1.0412395675666628 0.94008788559585799 1.3205677717924116 1.1264867335557935 2.777875655097886 0.91658017784357049 0.31188840518007055 122.42710794240702 3.0226851084735245 1.7737150376196948 244.28171462507453
leaf_count=167 18 4 308 62 70 27 3 2 9 31 45 48 447 37 74 28 31 14 16 24 23 8 45 22 7 72 957 44 47 1943
internal_value=0.000511997 -0.00655041 -0.00251895 0.000695304 0.000496712 -0.0188032 -0.00428046 -0.0244604 0.000640169 0.000518704 -0.0296534 0.000651606 -0.0174768 0.000760549 0.000645725 -0.00844351 0.0053918 -0.0221547 -0.0135362 -0.00168662 -0.0241819 0.0196905 -0.00407994 0.000940903 -0.0175627 -9.39747e-05 0.00102941 0.0108337 0.0012854 0.000826909
internal_weight=421.54 10.6644 9.6746 410.876 400.367 2.95399 1.93234 1.36428 397.413 394.721 1.73104 392.99 2.34758 390.642 388.287 12.2132 6.0791 6.1341 4.9647 3.69651 1.98133 2.35526 1.58111 376.073 1.79038 1.22847 374.283 7.57428 4.55159 366.709
internal_count=4633 330 312 4303 4241 199 172 169 4042 3972 54 3918 540 3378 3333 210 59 151 137 63 47 45 492 3123 110 79 3013 113 69 2900
is_linear=0
shrinkage=0.0401832


Tree=557
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 2 1 1 1 0 1 2 0 0 1 1 1 1 2 2 2 2 1 1 0 2 1 1 0 2
split_gain=0.305824 0.496991 0.746788 0.480877 0.71266 0.508378 0.476106 0.43009 0.623448 0.40624 1.28367 1.09539 0.761329 0.611407 0.564021 1.18573 0.936533 0.747856 0.722797 1.31571 0.724472 1.39947 0.674551 1.35666 0.669849 0.982118 0.691374 1.31504 0.863308 2.80949
threshold=0.63013083440000017 0.66011496660000013 0.66977036620000019 40.806664626150003 0.51869704500000013 40.722669576350008 0.52366695605000013 0.57854555250000017 0.58454836680000011 0.60710757165000018 0.45824975300000009 44.749265482150008 0.61797550970000004 0.62376874945000005 0.46551001470000003 0.48616807880000007 0.4830394299500001 0.46280051495000007 42.123054668150012 41.772405911750006 39.032633164100012 38.911218973650008 0.45932756505000005 0.46097422230000007 0.58887458460000019 47.309807198350008 0.45420795785000007 0.45824975300000009 0.57212358910000016 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=9 3 -3 5 -5 -2 -6 -4 -9 14 -11 12 -12 -14 17 16 18 22 19 20 21 -16 24 -24 26 -26 28 -28 -1 -30
right_child=1 2 7 4 6 -7 -8 8 -10 10 11 -13 13 -15 15 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 29 -31
leaf_value=0.00095728037368000992 -0.049957012619399097 0.029308858454900701 -0.052332940147885816 -0.05399409540033398 0.045101141132194433 0.053142459549901128 -0.048501563996143152 0.039301357784667222 -0.050064710684133602 -0.059013562194834036 -0.050519455538102005 0.03802322072553288 0.027084108234788486 -0.049287341296213996 -0.053588434923048732 -0.050485681890781092 0.018608507712479676 0.025651474403591046 -0.05774484134869242 0.060553383004316529 -0.052224231766881596 0.059914406097505563 0.02307605285756056 -0.052536321150606954 -0.0015802347339203841 0.045862370871659626 -0.051311528851415406 0.021971095492597223 0.0098889110575317955 -0.055158071896209679
leaf_weight=384.86141194787342 0.1638902826016414 1.249242034609779 0.56826896128040949 1.4181261099729452 0.325773216318339 0.29876738786697388 0.19060368768987246 0.41973413876257837 0.29356652836577268 0.49666335782967408 0.60715079055808052 3.0709309664089233 1.1818399958137886 0.2886112758424132 0.46650548337493081 1.453537474175391 2.5192717707250267 2.6487159729003897 0.82072036527097214 0.50960993766784657 1.0037471889518199 0.49592232704162598 0.82570580951869432 1.4423122692387549 2.1086373586440454 1.7811727100051937 1.5038713004905724 0.84707733313553024 3.5636050375760524 2.500274021178484
leaf_count=3301 89 43 115 47 4 1 56 7 101 26 77 34 86 24 58 147 20 9 20 1 43 1 9 84 36 9 48 10 62 65
internal_value=0.000537814 -0.0111119 0.00342715 -0.0264615 -0.0367651 0.0166209 0.0105508 -0.0218017 0.0025218 0.000676151 0.0132091 0.0201762 -0.00620366 0.0120944 0.000503314 -0.012483 -0.00298502 0.000738096 -0.0194873 -0.006805 -0.0242635 0.00489761 0.000572891 -0.0250085 0.000718974 0.0201441 0.000526845 -0.0249068 0.000679798 -0.0169314
internal_weight=419.925 4.92797 2.53081 2.39716 1.9345 0.462658 0.516377 1.28157 0.713301 414.997 5.6452 5.14853 2.0776 1.47045 409.352 7.26931 5.81578 402.083 3.29651 2.47578 1.96617 0.962428 399.434 2.26802 397.166 3.88981 393.276 2.35095 390.925 6.06388
internal_count=4633 463 266 197 107 90 60 223 108 4170 247 221 187 110 3923 290 143 3633 123 103 102 59 3624 93 3531 45 3486 58 3428 127
is_linear=0
shrinkage=0.047041


Tree=558
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 2 1 0 0 2 0 2 2 0 1 0 1 0 1 2 1 0 1 0 2 0 2 1 0
split_gain=1.87829 3.98148 7.71551 7.44483 3.35705 4.33803 4.32144 3.32221 3.42839 2.4958 2.21204 4.34529 2.87818 3.62353 2.60871 1.76166 3.22383 1.7568 3.98 5.11376 3.08624 1.54815 1.52994 1.35466 3.3678 2.44138 1.51076 2.7736 2.84662 2.54098
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.5116313883000001 0.50291907430000016 44.131787411600008 0.37644082515000005 0.49688632075000011 0.47938684470000009 41.257948413050009 0.47943175355000006 42.684965421050009 42.720329370750001 0.48077901860000011 0.37644082515000005 0.51657136015000005 0.35986946500000005 0.48458129995000004 0.34569324270000007 35.771221912400001 0.34566330350000002 0.49820364660000011 0.35331277505000008 0.45995628875000011 50.189067467950004 0.47787491390000009 40.518963363600001 0.34566330350000002 0.47736594710000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -7 -2 -9 23 17 -12 14 -14 -13 -6 -17 18 19 -11 -19 -15 -22 26 25 -25 29 -28 -29 -1
right_child=4 3 -4 -5 15 6 -8 8 -10 10 11 12 13 21 -16 16 -18 20 -20 -21 22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=-9.4417361671475904e-05 0.0019551066767259078 0.0015812485063227385 -0.002844329503030089 -0.0012817067060224593 -0.001511069692762343 -0.0026899065138363877 0.00054622570625480411 -0.0025507300928104791 0.0010564371560644571 0.00081824149453508599 0.0020483423075249112 -0.0015693888417997251 0.0019457261638330383 0.00065387687265053957 -0.00010292076237506038 0.0012800465422502347 3.2439210859709134e-05 0.0012347002660221618 0.0015565862656608054 -0.0012572826836883104 0.00022344689811167634 -0.00024794407445009333 -0.0013597755600421749 -0.0020476346384695012 0.0014220080128228075 0.0024746279898425977 0.00026912375063208813 -0.0017328533216115227 0.00028355938936960965 0.00079125916984273655
leaf_weight=70.233332551084459 2.4901560544967634 16.661389589309696 2.9881035299040368 4.0008304109796873 2.5136488527059546 5.6532436814159155 1.9786533871665595 1.9873532825149598 1.7688506823033092 19.888558715581897 4.1190921664237967 4.9526758193969718 5.0057470798492423 13.439190439879896 33.133566062897444 7.6206210870295754 212.3057951634546 5.1606143340468398 17.064111471176147 5.3507996946573249 4.1417892798781377 13.607171192765234 4.5491130501031876 2.062114815227686 6.4929080074653029 0.53377169370651234 9.0215661898255366 8.1835358366370183 3.5722328163683406 13.759758703410624
leaf_count=850 7 63 22 40 16 61 15 37 24 70 22 32 56 49 141 34 2536 21 84 27 20 62 23 116 30 1 34 66 24 50
internal_value=0.000124107 0.000232135 0.000165721 0.00102689 1.6316e-06 -0.000897656 -0.0018509 0.000267035 -0.000852063 0.000202542 0.000380543 0.000167095 5.66133e-05 0.000472779 -0.000293618 5.77391e-05 7.56698e-05 0.000662799 0.000853546 0.000378226 8.02446e-05 0.000200166 -0.000605265 -1.33783e-06 0.000696616 -0.00111776 -6.1885e-05 -0.00051691 -0.00112012 5.06743e-05
internal_weight=504.24 267.922 247.26 20.6622 236.318 13.8783 7.6319 6.24636 3.7562 244.272 130.412 74.2574 70.1384 32.0521 38.0862 222.44 219.926 56.155 42.3035 25.2394 13.8515 27.0464 8.6909 113.859 9.08879 2.59589 104.77 20.7773 11.7558 83.9931
internal_count=4633 1903 1800 103 2730 144 76 68 61 1778 607 362 340 167 173 2586 2570 245 181 97 64 111 43 1171 147 117 1024 124 90 900
is_linear=0
shrinkage=0.00188464


Tree=559
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 0 1 0 0 0 2 0 2 1 0 0 2 1 0 0 0 1 0 1 0 0 1 1 1 0
split_gain=0.29825 0.667672 0.291003 2.52458 4.73063 4.00124 2.0139 1.20042 1.1659 2.43861 2.12354 3.59753 1.92826 1.42033 1.4015 1.36083 1.93499 2.63439 1.03289 0.956458 2.28795 2.99909 1.77289 1.50091 1.14868 1.00998 1.01981 1.86882 1.55391 1.39602
threshold=0.39587138110000003 0.3733870243500001 0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.37323732825000006 0.50101793360000013 0.48588365620000007 0.48368312325000012 41.444941515100005 0.48911709230000006 38.474425342400004 0.34554354660000003 0.48458129995000004 0.48185683060000012 42.546237522150008 0.3453339720000001 0.48149755995000004 0.5132031975000001 0.50452082270000009 0.37644082515000005 0.49688632075000011 0.37644082515000005 0.51657136015000005 0.5195503128500002 0.38906020780000011 0.38723391515000005 0.39019789825000006 0.52324780695000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -4 8 9 15 11 -10 -13 -12 -11 18 17 -17 -2 20 21 -8 -23 -22 -21 -26 27 -27 -28 -30
right_child=2 -3 6 5 -6 -7 19 -9 10 14 13 12 -14 -15 -16 16 -18 -19 -20 24 23 22 -24 -25 25 26 28 -29 29 -31
leaf_value=0.0053570687100636489 0.00018125950991028245 -0.053309822315094908 -0.060112460619445952 0.031215564761072914 -0.059719537407902409 -0.023380488497410847 0.051850754940351768 -0.030176178795405802 0.044350868840399627 -0.03556264922633802 -0.025352339371969072 0.016282459154609491 -0.019510330818531513 0.0040741968845444875 -0.00030745021083022499 0.02719525618582427 0.038210522615639578 -0.011088409917562637 -0.026363255084106415 0.019737361580255689 -0.058156674893560155 -0.058874759246174233 0.0098684483246321147 -0.01360969837589176 -0.024142832417547361 -0.0053417674357240244 -0.025979990745693425 0.030249166183493218 0.018696325833075705 -0.00085528825539074756
leaf_weight=0.96139684412628301 128.58335711911786 0.67005459632491693 1.1537130214273918 12.294957183301447 2.6322551443008697 3.5130545999854794 2.0573032796382886 2.4596628546714774 7.1171502172946957 6.0070198625326139 4.3013703078031567 9.778593957424162 4.4613880403339854 14.916967041790484 3.7142768185585737 6.188017942011359 4.5159386172890654 8.9504486843943578 3.0546689406037322 6.0912496587261549 2.4913161806762218 1.2883065462810921 1.8750570514239369 4.0295762184541672 3.5117683593998654 5.8361254166811687 4.7834131345152846 6.1859415024518967 7.8260271397011811 148.16314547502952
leaf_count=18 1154 170 17 63 22 40 7 18 38 40 25 55 37 69 17 20 63 39 15 30 29 37 28 41 27 39 28 24 46 2377
internal_value=0.000514477 -0.0187381 0.000589659 0.00170522 0.000376116 0.0190825 -0.000681255 0.00115136 0.0015336 -0.000188783 0.00836843 0.0181592 0.00506857 -0.00251193 -0.0220925 0.00121864 0.0122921 0.00456047 -0.000434708 -0.000328073 -0.0128092 0.00944858 -0.0181278 -0.0306289 0.00047538 -0.000190106 0.000296694 0.0129715 -0.000651089 0.000125623
internal_weight=419.414 1.63145 417.782 222.489 206.681 15.808 195.293 204.049 201.589 161.014 40.5755 21.3571 14.24 19.2183 9.7213 151.292 19.6544 15.1385 131.638 194.139 11.7416 5.22067 3.16336 6.52089 182.398 176.306 172.795 12.0221 160.773 155.989
internal_count=4633 188 4445 1715 1612 103 2730 1590 1572 1348 224 130 92 94 57 1291 122 59 1169 2713 142 72 65 70 2571 2541 2514 63 2451 2423
is_linear=0
shrinkage=0.045116


Tree=560
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 0 1 0 0 2 2 1 0 1 2 2 2 1 0 2 1 1 0 2 2 0 2 1 0
split_gain=2.39453 3.7178 2.4381 3.48008 3.22886 2.94673 2.54784 2.41637 3.18175 3.16383 2.12285 3.45725 3.03551 6.94449 2.52736 5.17394 2.3492 2.0721 1.98962 1.69822 1.9942 2.03856 1.60518 3.71529 1.91466 1.58223 1.54152 3.25159 3.07286 2.01688
threshold=0.37227927305000003 0.36880632320000012 0.5116313883000001 0.50291907430000016 44.026978245600006 0.37644082515000005 0.49688632075000011 0.36551300860000008 0.47938684470000009 0.47943175355000006 41.257948413050009 42.684965421050009 0.34569324270000007 0.48185683060000012 0.35585760905000008 37.688226470200007 42.283941020600004 42.720329370750001 0.34587287805000005 0.48458129995000004 39.746231405950006 0.34494476210000008 0.35331277505000008 0.45995628875000011 50.189067467950004 40.250747516500006 0.47787491390000009 40.518963363600001 0.34566330350000002 0.47736594710000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 -5 -2 -7 8 22 -10 14 12 13 -12 19 -16 18 -13 -14 20 -11 -22 26 24 -24 -21 29 -28 -29 -1
right_child=2 -3 -4 4 -6 6 -8 -9 9 10 11 17 16 -15 15 -17 -18 -19 -20 25 21 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-7.5648791976557107e-05 0.0019790816526909865 0.0013561479064945821 5.2260300303801064e-05 -0.0026198236430113649 0.00031748729415785029 -0.0025904700838358156 0.00079486132722748687 -0.0009305953205313147 0.0021260027336986388 0.0016188831171467812 -0.002925823445006586 0.0018934209774566437 0.0016174184390799168 -6.0202795577809304e-05 0.00078696390836511621 -0.0016496943405984294 -0.00073825161514642142 0.00045589809850183038 0.0001654128389307121 0.00058063807311409667 0.001355877028983403 -7.1219530391327711e-05 -0.0021271266370261788 0.0016021349397359053 0.0024027002266180358 0.002005532565237588 0.00034561949887732701 -0.0018766062996979436 0.00029043452337120434 0.00075169851787711183
leaf_weight=66.448830185283441 2.3619451969861966 11.728021182119845 220.06070119343349 4.9338173177093267 2.0311685716733336 1.6804622993804517 1.7394853904843328 6.7502456102520219 4.2490893602371207 6.3534887507557896 4.5161831378936794 4.3780853897333136 5.4136475250124994 11.609065659344195 10.960469990968702 4.8253713995218268 6.6353284716606131 32.275791455060244 11.00125891342759 4.4808596596121779 5.44053737074137 13.150026082992552 1.9188391993520766 6.3325548833236098 0.44124147295951832 9.0424740649759752 9.1538721993565577 8.1909854058176261 3.6309579797089091 13.656446278095244
leaf_count=850 7 50 2586 58 18 37 24 51 22 21 33 57 15 52 49 31 33 135 46 21 16 52 116 29 1 49 34 66 24 50
internal_value=0.000148745 0.000277105 3.96689e-06 -0.000829765 -0.00176323 0.000294704 -0.000868592 0.000226657 0.000258659 0.000461023 0.000406638 0.000194765 -0.000210211 -0.000862774 0.00070277 4.21331e-05 0.000246303 0.000627602 0.000644285 0.000973876 0.000670529 0.000346421 1.10225e-05 0.000819563 -0.00128023 0.0015334 -5.85093e-05 -0.000531705 -0.00121103 6.53984e-05
internal_weight=495.391 262.584 232.808 12.7469 6.96499 5.78189 3.41995 250.856 244.105 134.332 130.083 75.8294 39.1755 16.1252 54.2532 15.7858 23.0502 36.6539 16.4149 38.4674 24.9441 18.5906 109.774 8.69264 2.36008 13.5233 101.081 20.9758 11.8219 80.1053
internal_count=4633 1903 2730 144 76 68 61 1853 1802 632 610 371 179 85 239 80 94 192 61 159 89 68 1170 146 117 70 1024 124 90 900
is_linear=0
shrinkage=0.00196078


Tree=561
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 2 1 0 0 0 0 2 2 1 2 2 1 0 0 1 2 0 1 0 2 2 0 2 1 0
split_gain=1.65561 1.30111 3.25361 2.82264 3.73839 3.41564 2.45979 3.10858 2.26137 2.25262 3.61005 2.30542 3.44183 2.59352 6.33282 2.5662 2.54927 6.73464 1.87564 2.65488 1.89967 1.87534 1.70803 3.95519 2.77929 1.65924 1.62198 3.28755 3.19331 2.41268
threshold=0.50634711535000021 0.37227927305000003 0.36880632320000012 0.5116313883000001 0.50291907430000016 44.026978245600006 0.37644082515000005 0.49688632075000011 0.5116313883000001 0.47938684470000009 0.47943175355000006 41.243661560350013 42.684965421050009 0.35585760905000008 38.621016321050007 42.720329370750001 0.34569324270000007 0.48185683060000012 0.48458129995000004 0.34554354660000003 40.250747516500006 0.50035927070000008 0.35331277505000008 0.45995628875000011 50.189067467950004 42.409092016550012 0.47787491390000009 40.518963363600001 0.34566330350000002 0.47736594710000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 8 4 6 -6 -3 -8 9 22 -11 13 16 18 21 -14 17 -13 19 -12 -20 -15 26 24 -24 -18 29 -28 -29 -1
right_child=-2 3 -4 -5 5 -7 7 -9 -10 10 11 12 15 14 -16 -17 25 -19 20 -21 -22 -23 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.00010192503318221328 -0.0012282539648481986 0.0020941493540595443 0.0013745999692062604 9.2886538717543331e-05 -0.003000009536117875 0.00036355301276902978 -0.0029127053797410444 0.0012407092885151768 -0.0016919955160120254 0.0023669519454237592 0.001060725487372634 -0.0032758993373715301 0.0022299291797036585 0.0011189167421969174 -0.0024626291748300047 0.00038361051390598894 0.0004216005040952812 -0.0001521614129108467 0.00050920880017634351 -0.0006079837409000158 0.0022356540407925439 -0.00042058939716110101 -0.0023644566909366157 0.0017602655282985831 0.0029740308886524749 -0.0010493362338297356 0.00036033991700228627 -0.0021356364100601692 0.00032489648381930767 0.00090219015121689196
leaf_weight=71.225517073413357 4.1203451908222624 2.2751055359840375 11.785432945936916 209.99508001827053 4.9599931770935655 2.0029430505819619 1.6943164875265213 1.7121834582649169 2.9316424587741485 4.3434638977050772 18.405567437410358 4.452880788594487 4.0314974784851065 11.662009175866848 3.8410221338272086 30.267833158373833 18.328965868800882 12.19349082559347 4.5154135897755614 5.9663436710834494 9.0464399456977826 5.5043422430753699 2.2726346142590033 6.9289310518652201 0.57811099290847767 4.5173405930399886 9.1046161353588122 8.1263460051268321 3.5956011749804011 13.443285360932348
leaf_count=850 554 7 50 2032 58 18 37 24 33 22 64 33 56 51 27 128 73 54 21 25 47 22 117 30 1 25 34 66 24 50
internal_value=0.000144003 0.000155549 0.00025786 3.28223e-05 -0.000964698 -0.00203245 0.000343862 -0.000825106 0.000206304 0.000228357 0.000416709 0.000352891 9.68362e-05 0.000673461 6.06804e-05 0.000600624 -0.000340703 -0.000987757 0.00101281 0.000652219 0.00166083 0.000625278 4.38346e-06 0.000873498 -0.00128185 0.000130756 -7.61856e-05 -0.000619688 -0.00138089 5.75033e-05
internal_weight=493.829 489.708 267.069 222.64 12.6445 6.96294 5.68161 3.4065 255.283 252.352 137.077 132.733 73.792 58.9411 21.0074 34.2993 39.4927 16.6464 37.9338 24.3719 13.5619 17.1664 115.275 9.77968 2.85075 22.8463 105.495 20.8266 11.7219 84.6688
internal_count=4633 4079 1903 2176 144 76 68 61 1853 1820 648 626 369 257 100 184 185 87 157 89 68 73 1172 148 118 98 1024 124 90 900
is_linear=0
shrinkage=0.00217391


Tree=562
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 1 0 1 1 1 2 0 2 0 2 1 0 2 0 0 2 2 0 2 0 0 1 0 1 1
split_gain=0.288186 0.976409 0.741386 1.43052 1.46075 1.12122 1.01268 1.08412 1.14464 0.34695 1.82278 1.41268 1.86567 0.824421 1.79237 0.715949 0.5563 0.510057 0.749453 0.50127 0.612615 0.42491 1.53049 1.3282 1.32619 1.02388 1.11294 1.09776 0.988075 0.953533
threshold=49.247968080500009 0.39672464895000009 0.47648274005000008 0.55688452445000014 0.55788748840000013 0.48522499325000007 0.58035687555000015 0.4995808509000001 0.50491003265000012 0.31100865245000009 49.064150740050003 0.39614083410000006 44.952171034750002 0.42615490555000007 48.914776625700007 0.32012514595000008 0.39950899675000007 48.823707093150006 0.51809826055000008 0.41160444300000004 35.771221912400001 45.700098835450007 0.54191491270000014 47.74983977685001 0.58984760935000013 0.53312775065000018 0.36510882910000009 0.5054040298000001 0.45824975300000009 0.41347564445000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 -3 -4 -5 -6 -7 -8 -9 10 11 12 -1 14 15 19 -13 21 -19 -11 -21 -15 25 24 -24 26 -23 -28 -26 -29
right_child=1 2 3 4 5 6 7 8 -10 13 -12 16 -14 17 -16 -17 -18 18 -20 20 -22 22 23 -25 28 -27 27 29 -30 -31
leaf_value=-0.053430981030015964 -0.056566354479007819 0.020321544871875902 -0.059098987672838575 0.07176754972116596 -0.054273681234884928 0.03502391979277187 -0.066508652876527755 0.033405564236970123 -0.051891175233910347 0.011578789737477333 0.087502811764330363 -0.070526511303351885 0.053278341479031668 0.0010911660116720346 -0.076955650066395723 -0.052218289945699103 -0.0065849314812440034 0.031908717336632093 -0.0015477291076353801 0.0092692901805022602 -0.054974032746243254 -0.058858125134257831 -0.059341905431641986 0.02414701186808545 0.0380995825768684 -0.070620750912929783 0.027380173712926247 -0.05515240286727538 -0.023683789773621892 0.017322623471659217
leaf_weight=0.5522222122963284 0.92415035329759021 2.544266074895857 1.2722665160836184 0.62179619073867787 1.0906287443358449 1.5201790332794187 0.75940995197743211 1.1746108997613189 0.59000154677778471 3.4639085116796187 0.72011750936508168 0.7018612034153191 1.5769722112454472 377.04721800377411 1.0398847237229345 0.7179197347286389 0.65815537376329303 3.2462067306041709 3.4452707404270768 0.73447078466415383 0.74777372647076845 1.1985068288631726 1.1972618489526197 4.5717698968946934 1.1765531003475191 1.104837207123637 1.6070520924404266 1.2283323244191704 1.4333525296533478 0.71807505376636971
leaf_count=132 18 11 100 1 59 18 44 8 71 37 1 11 13 3539 8 154 34 10 35 5 53 73 24 46 5 14 10 42 46 11
internal_value=0.000651046 -0.00752305 -0.00278862 -0.0111539 -0.000557564 -0.00931569 0.00280846 -0.0165944 0.00488644 0.000860898 0.015131 0.000194588 0.0256025 0.000712466 -0.0166627 -0.00559329 -0.0395831 0.00100515 0.0146828 0.0011742 -0.0231407 0.000771246 -0.00770214 0.00599429 -0.0158041 -0.0272967 -0.0172238 -0.00318145 0.00416834 -0.0284147
internal_weight=419.385 10.4973 9.57316 7.02889 5.75663 5.13483 4.0442 2.52402 1.76461 408.888 4.20933 3.48921 2.12919 404.678 6.70396 5.66407 1.36002 397.974 6.69148 4.94615 1.48224 391.283 14.2357 8.37894 3.80717 5.8568 4.75197 3.55346 2.60991 1.94641
internal_count=4633 330 312 301 201 200 141 123 79 4303 191 190 145 4112 257 249 45 3855 45 95 58 3810 271 121 75 150 136 63 51 53
is_linear=0
shrinkage=0.0499628


Tree=563
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 0 1 2 2 2 2 2 0 0 2 2 2 1 0 1 1 1 2 1 0 1 2 1 2
split_gain=2.28825 3.28794 3.27636 2.38055 2.81324 2.28881 1.82448 2.66895 1.81107 6.24646 2.10694 1.60152 3.14818 2.26793 1.83681 2.77756 2.10192 3.08164 2.08819 3.15004 4.49974 2.36472 2.07036 1.78432 1.58922 1.54247 2.13449 3.4478 2.76472 1.54243
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 43.930205408700004 0.51017933595000009 0.35394149875000008 0.47847369840000004 0.34515433670000012 42.759119507950011 43.477771593600004 42.686561923500008 42.670715716450012 42.123054668150012 0.48735067810000005 0.47976108500000009 40.94178426300001 41.489621506400006 41.873095646600007 0.34545372890000009 0.48458129995000004 0.35986946500000005 0.36476452800000009 0.34512439750000007 42.686561923500008 0.3475943834000001 0.47774018740000007 0.34527409360000011 48.109449608500007 0.34007963835000005 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 6 29 11 5 -5 8 -8 10 -10 -1 12 14 -14 15 -3 18 -18 22 -20 -21 -22 -16 -13 -15 26 28 -28 -11 -2
right_child=2 3 -4 4 -6 -7 7 -9 9 25 -12 23 13 24 16 -17 17 -19 19 20 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00015224403067844687 -0.00052078975764589417 5.2071586056935916e-06 7.6646470526752907e-05 -0.0009589778971188219 -0.0018611632290250581 0.0011201960017443694 -0.0026967154408177635 -2.4587373128632296e-06 -0.0021004610626473405 -0.00019883181850840565 0.001953409378154641 0.0017819865395024817 -0.0017018387490178521 0.00079430587223822818 0.00033256540963001876 0.0017243009378928368 -0.0010168395543587061 0.00056450579646536282 -0.00051061101185181609 0.001456098716362752 -0.0010054618862709872 0.0003776334006346595 0.001620814904891188 0.00061872942972628531 -0.00084153440366207199 0.0013100380782185351 -0.0019127073415183796 0.0019074751145339729 0.0015389622411409475 -0.0020817744293786587
leaf_weight=62.410460382641759 21.548467060551051 5.7963710501790038 157.21864330167591 3.7002421002835018 3.7673178147524586 4.5246940478682518 2.3783569578081361 3.4847777485847473 6.280332510941661 15.549799161613928 2.6009810389950863 5.918512411415576 4.433152373880147 4.7443345189094526 8.6410609632730502 9.5949867665767652 9.678645249456169 9.281366039067505 14.154543489217756 15.080261699855326 5.1905419491231433 56.334542326629162 10.779554806649683 35.348167080432177 4.4016589969396591 3.3357431367039672 4.6142881382256737 1.1309297382831571 4.5495959892868987 2.7435704842209807
leaf_count=648 294 23 1984 20 62 21 24 20 138 182 9 61 33 17 32 36 49 37 63 77 30 250 41 142 28 11 99 3 14 185
internal_value=0.000148725 0.000249066 -2.69045e-05 0.000390546 -0.000457921 0.000184815 -3.21649e-05 -0.00109537 2.98795e-05 -0.000326569 0.000224305 0.00044158 0.000351801 -0.00055086 0.000436608 0.00107689 0.000360297 -0.000242734 0.000464067 0.0003392 0.000496222 0.000260949 0.00104762 0.000785565 7.03098e-06 5.52169e-05 -0.000106742 -0.00116072 0.000194526 -0.000697089
internal_weight=499.216 317.705 181.511 211.37 11.9923 8.22494 106.335 5.86313 100.472 35.4607 65.0114 199.378 158.111 13.5791 144.532 15.3914 129.141 18.96 110.181 90.7599 76.6053 61.5251 19.4206 41.2667 9.14599 29.1804 25.8446 5.74522 20.0994 24.292
internal_count=4633 2170 2463 1022 103 41 1148 44 1104 447 657 919 716 78 638 59 579 86 493 420 357 280 73 203 45 309 298 102 196 479
is_linear=0
shrinkage=0.00196078


Tree=564
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 2 1 1 0 2 2 2 1 1 2 2 2 1 2 2 1 1 0 2 0 0 1 1 1 2
split_gain=0.289588 0.450148 0.660925 0.438299 0.684175 0.47979 0.3684 0.564965 0.339509 0.629198 0.964903 0.724277 0.558087 1.09762 0.845071 0.764986 0.861758 0.68306 0.680256 1.28427 0.623521 1.23129 0.563973 0.701463 1.59144 1.21405 1.91902 1.19592 1.60367 1.66063
threshold=0.63013083440000017 0.66011496660000013 0.66977036620000019 40.806664626150003 0.51869704500000013 40.722669576350008 0.57854555250000017 0.58454836680000011 0.60710757165000018 43.477771593600004 37.500638522700008 48.823707093150006 0.46551001470000003 0.48616807880000007 49.960114208400007 42.620627117000005 41.772405911750006 0.46280051495000007 39.032633164100012 38.911218973650008 0.45932756505000005 0.46097422230000007 0.58887458460000019 44.202975721700007 0.55788748840000013 0.5541600551000001 0.41861022125000008 0.41461333495000008 0.39170982905000007 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 3 -3 5 -5 -2 -4 -8 12 10 -10 -11 17 14 15 16 18 20 19 -14 22 -22 23 -1 25 26 27 28 -25 -30
right_child=1 2 6 4 -6 -7 7 -9 9 11 -12 -13 13 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.0010942621830432376 -0.043311772523764447 0.023564369786545778 -0.044992327704971115 -0.046791382229161585 0.0095738902492552604 0.045898960798814933 0.032033868776594927 -0.043541208373367848 0.026059668355115338 0.031645359046335413 -0.042922352160059386 -0.0047520954924396563 -0.046169286954850591 -0.043844144172542031 0.023849516258949575 -0.050840375112203399 0.01956471668202326 0.021609043281583393 -0.044971057213488541 0.051061015667387605 0.017931011620771549 -0.045306077112988376 0.016560084435788925 -0.0010135191871661156 -0.045538507785251418 0.035445339412575556 -0.051695951372932113 0.034439862282448996 -0.04834259174010435 0.019195720654801025
leaf_weight=357.03086668053584 0.15739619951273143 1.2433123022492512 0.51984214533513273 1.3336847856335223 0.49527407757705066 0.2826913595199585 0.40070525277405977 0.28308073321022675 0.60052273752807994 2.6356843587709591 0.78407067332591396 1.4059849246405063 0.4450430992583273 1.3699185911173115 1.4589109122753141 0.7177473073825239 1.4514142796397207 2.6055340170860282 1.029221373144537 0.46677827835083008 0.83406108850613181 1.3557109567336736 3.721533629402983 27.389233859721575 1.5458200704306353 1.3202109280973662 1.3902668830123719 1.4017268922179926 2.4379713176749642 0.81454004417173553
leaf_count=2841 89 43 115 47 60 1 7 101 43 76 94 34 60 147 8 18 10 9 46 1 9 84 45 318 71 12 94 9 117 24
internal_value=0.000530517 -0.00956018 0.00262345 -0.022699 -0.0315279 0.013993 -0.0190079 0.000746523 0.000645404 0.0108216 -0.0130036 0.0189837 0.000510324 -0.0110045 -0.0029265 -0.0124306 -0.0043042 0.000709161 -0.0221522 0.00360471 0.000572764 -0.0212197 0.000692951 0.000542823 -0.00488093 -0.00307252 -0.00459349 -0.00254986 -0.00424198 -0.0314287
internal_weight=418.929 4.71599 2.44694 2.26905 1.82896 0.440088 1.20363 0.683786 414.213 5.42626 1.38459 4.04167 408.787 6.93903 5.56912 4.1102 3.39246 401.847 1.94104 0.911821 399.242 2.18977 397.052 393.331 36.2998 34.7539 33.4337 32.0435 30.6417 3.25251
internal_count=4633 463 266 197 107 90 223 108 4170 247 137 110 3923 290 143 135 117 3633 107 61 3624 93 3531 3486 645 574 562 468 459 141
is_linear=0
shrinkage=0.040952


Tree=565
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 0 1 2 0 2 0 0 0 1 1 1 2 2 2 0 0 2 2 0 2 1 2 0 1
split_gain=1.55558 2.65284 2.42214 2.42576 2.83601 2.37138 2.21568 2.87782 1.61921 3.58971 2.55842 1.65373 1.67887 2.47994 1.97039 3.67523 3.33412 1.58238 1.55838 1.93398 1.78169 2.11193 1.54233 3.17345 5.48277 2.10804 1.89796 3.9454 3.29712 2.65434
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 43.930205408700004 0.51017933595000009 0.35394149875000008 0.47847369840000004 0.34515433670000012 41.873095646600007 0.47787491390000009 41.741384785950011 0.47774018740000007 0.47568935060000012 0.47673722340000008 0.34007963835000005 0.3447651268000001 0.32012514595000008 42.783136484500005 37.232443001650005 35.119813570500007 0.54504356155000011 0.54353163080000011 42.684965421050009 42.243697547450004 0.49588335680000006 42.686561923500008 0.35585760905000008 40.722669576350008 0.5054040298000001 0.34608245260000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 5 -5 8 -8 10 11 -1 12 14 -14 16 -16 -10 -15 19 -3 21 -20 23 26 -25 -24 29 -28 -29 -4
right_child=1 18 3 4 -6 -7 7 -9 9 -11 -12 -13 13 17 15 -17 -18 -19 20 -21 -22 -23 25 24 -26 -27 27 28 -30 -31
leaf_value=0.00015532404450862501 -0.00058824396198592767 7.4194822222471072e-05 0.00036538784941658845 -0.0010096715251588428 -0.0019013561964413683 0.0010679783788874015 -0.0026574684317076714 -2.3233456205914072e-05 -1.0297165788264159e-05 -0.0024586345837889299 0.001723714424548959 0.0012461856200687827 -0.0023134387671525551 0.00039850888647281692 0.0018318146233532247 -0.00022630650917927607 -0.0024243370314218902 -0.00098265871608400001 0.00019131405364157373 -0.0016861186431254549 -2.401766836542992e-05 0.0010893430771547138 0.0019378933015247314 -0.0015154032717807392 0.0012531016336157148 0.00055297941160362325 0.00030163513429303949 -4.9469967073859141e-05 -0.0025379144444761391 0.0011764463636141434
leaf_weight=45.68504007474985 24.662327341153286 5.1469785971567017 55.301672980189323 3.5980679001659137 3.6070744344033301 4.2632462680339813 2.5479653943330041 3.4916182160377502 15.268437518156139 2.3760258853435507 4.0192225691862395 3.0985612124204627 2.7542904978618017 5.6042511165142042 5.3393274061381799 7.2887415068689734 2.3441173667088142 6.2122254446148872 38.100685206241906 3.8939732981671114 99.966841594228754 12.305880748666821 4.3991886377334586 8.1171122305095178 3.6984693631529799 34.669712390750647 61.36792953312397 4.3567364364862433 3.341857124119997 19.345880001783371
leaf_count=498 479 254 218 20 62 21 24 20 223 27 16 10 61 26 15 137 43 48 180 139 1364 47 56 53 14 142 284 24 28 100
internal_value=0.00012438 -1.30257e-05 0.000205422 0.000324517 -0.000517784 0.000117053 -2.6037e-05 -0.00113456 4.09196e-05 -0.000197519 0.000282148 -8.53818e-05 -0.000177455 -0.000702985 7.57596e-05 0.000643896 -0.00033159 -0.000327606 7.59639e-05 -0.000683979 0.000121654 0.000410552 0.000374157 0.000290065 -0.000648816 0.000708922 0.000367256 0.000142093 -0.00112967 0.000575584
internal_weight=496.173 184.077 312.097 206.067 11.4684 7.86131 106.03 6.03958 99.9902 50.286 49.7043 47.91 44.8114 14.5708 30.2406 12.6281 17.6126 11.8165 159.414 9.04095 150.373 50.4066 194.599 155.53 11.8156 39.0689 143.714 69.0665 7.69859 74.6476
internal_count=4633 2463 2170 1022 103 41 1148 44 1104 590 514 563 553 135 418 152 266 74 1984 393 1591 227 919 721 67 198 654 336 52 318
is_linear=0
shrinkage=0.00188464


Tree=566
num_leaves=31
num_cat=0
split_feature=0 2 1 2 0 2 0 2 2 2 0 0 1 2 0 0 0 1 1 0 0 2 0 0 0 1 1 0 1 0
split_gain=2.20932 2.09914 3.2123 2.64844 2.03506 2.10216 3.48017 1.97628 1.88221 2.74116 4.52626 3.02812 2.11747 2.0003 5.16504 2.63616 2.55229 4.67253 7.09943 1.89109 4.83731 6.02976 1.79197 2.08034 2.30385 1.78638 4.23238 1.716 3.76107 2.2477
threshold=0.52324780695000006 38.238138001450004 0.38045268105000002 37.995872310650007 0.47880302985000006 43.521589032450009 0.50913146310000013 38.474425342400004 42.684965421050009 41.243661560350013 0.47943175355000006 0.48077901860000011 0.35585760905000008 37.892416320650007 0.50218556330000019 0.52252926560000013 0.51809826055000008 0.37820723930000005 0.37227927305000003 0.48389269780000005 0.50291907430000016 43.157831852650006 0.52863686715000002 0.5296248615500001 0.54191491270000014 0.38976377950000002 0.39995808510000008 0.54504356155000011 0.41917906650000009 0.54353163080000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 -3 22 -1 8 -7 -4 9 12 -11 -12 -6 -14 -15 16 17 18 -16 -10 21 -21 -2 -24 -25 -9 -27 29 -29 -28
right_child=1 2 7 -5 5 6 -8 25 19 10 11 -13 13 14 15 -17 -18 -19 -20 20 -22 -23 23 24 -26 26 27 28 -30 -31
leaf_value=2.2843787493325396e-05 -0.0015939003465974195 -0.0025838950708964069 0.0011482221778528713 -0.0024773951183185913 0.00084002470906020712 6.6593766243711755e-05 -0.0024153086127968338 0.0011147633707732161 0.0012472058524468053 0.0016113117917389954 -0.0016586525696052853 -6.887233613563197e-05 0.00063260077244147047 -0.001855173662357576 0.0012431561345683571 0.0014919859404775831 -0.00086611255889389605 0.0018192655541205028 -0.0026535173956621109 -0.0024008766026042006 0.0015804547006868256 0.0010796812438443415 0.0016636499150189049 -0.001769119135522277 9.7095954486120785e-06 -0.00086156450495077151 0.00018461001261590925 -0.0023429506192228639 3.7326867514879981e-05 0.0012174499746375716
leaf_weight=106.08777679450577 3.5698272380977931 1.6873912019655097 6.1622533485060549 2.3685461413697331 41.170526757836342 13.575165780261161 2.4649281657766542 5.4821062982082358 17.944156983867291 5.436943005770444 4.9755612164735785 39.905096724629402 29.593343118205667 4.9966353410854962 3.7760087102651649 5.2667637169361106 8.1738893091678602 5.60402462631464 3.1806345097720623 3.8721696548163873 5.9489870667457581 3.4982666913419962 2.1634488180279758 3.3364516310393837 13.841693801863583 18.486912810243666 31.028463232913055 2.5259224236942819 82.794048251176719 10.383683394640682
leaf_count=1155 42 21 35 47 170 94 60 24 104 29 32 189 131 38 16 18 42 15 35 31 25 13 7 39 439 323 212 54 1154 39
internal_value=0.000137694 -2.87517e-05 5.32403e-05 -0.000542989 0.00023786 0.000352266 -0.000314807 8.16081e-05 0.000410626 0.00032235 -4.45267e-05 -0.000245119 0.000503758 0.000275272 -6.58653e-05 0.000277983 -3.03841e-05 0.000513469 -0.000538435 0.000840037 0.000291493 -0.000748882 -0.000343013 -0.00011214 -0.000335786 3.79937e-05 -2.655e-06 0.000122638 -3.31419e-05 0.000443584
internal_weight=489.302 183.831 158.551 25.28 305.471 199.383 16.0401 156.863 183.343 152.079 50.3176 44.8807 101.762 60.5913 30.998 26.0013 20.7346 12.5607 6.95664 31.2636 13.3194 7.37044 22.9114 19.3416 17.1781 150.701 145.219 126.732 85.32 41.4121
internal_count=4633 2436 1862 574 2197 1042 154 1841 888 715 250 221 465 295 164 126 108 66 51 173 69 44 527 485 478 1806 1782 1459 1208 251
is_linear=0
shrinkage=0.00192157


Tree=567
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 2 1 0 1 0 0 2 2 2 0 0 1 2 1 2 2 1 1 0 1 0 1 2 2 2
split_gain=0.288021 0.411645 0.664202 0.853148 0.452704 0.393074 0.515593 0.751174 0.55937 0.419145 0.931834 0.351068 0.303881 0.415932 1.85261 1.68913 1.20275 0.820693 1.17752 0.334424 1.70719 0.727249 4.4302 2.6358 1.76795 1.3265 5.09626 1.20052 1.11334 1.64567
threshold=32.724174661450007 0.51657136015000005 0.38045268105000002 0.53017873715000008 0.31753540315000006 35.119813570500007 0.34377713240000007 0.49877249185000011 0.38723391515000005 0.5380527529500001 0.54450465555000005 35.374259656300005 35.771221912400001 37.041406607950009 0.5296248615500001 0.5195503128500002 0.45628873390000008 36.257608591500009 0.36476452800000009 42.081757894750005 42.027798546600003 0.35585760905000008 0.34608245260000009 0.48588365620000007 0.34587287805000005 0.49820364660000011 0.36880632320000012 41.808689985400001 41.873095646600007 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -8 -9 -10 -11 -7 -13 14 15 17 -16 18 -14 20 21 22 24 -23 28 -25 -27 -24 29 -15
right_child=5 2 3 -5 -6 11 7 8 9 10 -12 12 13 19 16 -17 -18 -19 -20 -21 -22 23 27 25 -26 26 -28 -29 -30 -31
leaf_value=0.016494545651964992 0.03359297689062702 -0.06228123394933964 0.045033812814096165 -0.050036524819933217 -0.061356976463689504 -0.018144681717287323 -0.019055402094570857 0.025683427984851442 -0.022990501568954165 0.039721278372586155 -0.0093286013510904212 0.015176224465580181 0.00042079555422255474 0.00050029314819114486 -0.056995752059891026 0.021423454270871032 0.019787027696830977 -0.003569204351444269 -0.066896327897688582 -0.00091748971955476447 0.025226294265601683 -0.045233607760718712 0.033103191480856872 0.026019303619757891 -0.031488007238827803 -0.073807015657068112 0.00022937498587901679 0.0023304604054195681 -0.025017633835538816 0.025068373557339263
leaf_weight=0.21380048128776197 1.5776406079530705 0.28237322345375993 0.70812492445111275 0.28118821651878534 0.62437402234354522 2.1451497371017458 2.1467487891204646 3.4730282947421056 1.1499943975359199 1.3237395733594897 2.1956957885231532 3.0207461834434062 1.0089735989458843 74.24265834223479 2.1689554707845669 4.9929578118026257 0.54412675337516692 5.7291923607699573 1.2288678064942358 151.0565830681735 6.4878651684848583 2.8304335535503915 12.495585421100257 3.9923319667577735 3.6479631736874572 2.0172594562172881 114.85158241443423 3.4493894875049582 3.2808298180461852 6.3074218202382317
leaf_count=14 19 4 5 146 72 19 29 15 10 5 103 37 42 487 56 31 48 43 7 2058 36 40 91 27 17 17 1078 15 37 25
internal_value=0.00064264 -0.0163754 0.000183482 0.0180124 -0.0414987 0.00072867 0.00901239 0.00524346 0.0116498 0.00121191 0.00912017 0.000486248 0.000585333 0.000475236 -0.00689839 0.000365399 -0.0415965 -0.0128317 -0.0365451 0.000775677 0.00187054 0.00120335 0.00406093 -0.00118599 -1.92708e-05 -0.000154443 -0.00104856 0.0264461 0.00135011 0.00242408
internal_weight=419.476 2.10986 1.27169 0.989313 0.838175 417.366 11.8668 10.2892 8.14246 4.66943 3.51944 405.499 403.354 400.333 15.6731 12.96 2.71308 7.96703 2.23784 384.66 233.603 227.115 103.424 123.692 87.4789 120.861 116.869 15.945 83.8309 80.5501
internal_count=4633 241 155 151 86 4392 181 162 133 118 108 4211 4192 4155 227 123 104 92 49 3928 1870 1834 672 1162 566 1122 1095 106 549 512
is_linear=0
shrinkage=0.0461763


Tree=568
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 2 0 2 2 0 1 0 2 1 1 2 2 1 1 1 2 0 0 2 1 1 2 2 0 1
split_gain=1.603 2.21653 2.08944 2.02814 2.80644 1.88808 3.07403 2.00367 2.16511 4.61449 3.16949 7.09469 2.18822 1.79233 3.8346 1.77607 3.18016 2.53419 2.01353 3.33533 2.20055 1.73627 5.10148 6.73205 1.64737 1.54312 1.42153 2.86583 1.46505 2.33805
threshold=0.52324780695000006 0.53146612375000013 0.47880302985000006 0.47847369840000004 0.34515433670000012 43.521589032450009 0.50913146310000013 42.684965421050009 41.257948413050009 0.47943175355000006 0.34569324270000007 0.48185683060000012 41.11191809080001 0.3447651268000001 0.34491482290000003 44.279556297950009 43.968221017800005 0.3975479776000001 0.39431454150000006 0.38976377950000002 38.324118171300007 0.48389269780000005 0.50291907430000016 43.157831852650006 0.3465914194000001 0.34587287805000005 37.232443001650005 35.119813570500007 0.54504356155000011 0.39670967935000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 3 -1 -5 7 24 8 12 -10 11 -11 13 -4 -15 16 17 18 19 -2 -21 -9 23 -23 -7 -12 27 -3 -28 -30
right_child=1 26 5 4 -6 6 -8 21 9 10 25 -13 -14 14 -16 -17 -18 -19 -20 20 -22 22 -24 -25 -26 -27 28 -29 29 -31
leaf_value=4.3437883975870731e-05 0.00058221622474085785 0.00020942845741986086 -0.0010479546353025235 -0.0026083302036216485 3.0750509814528554e-05 -0.00077160114371462593 -0.0023178407057264806 0.0011909309572112612 0.0015791166204111801 -0.0029471684351693034 0.00097317699144042799 -0.00014304657758885229 0.0014179054699262398 0.0021038470183599427 0.00031406007533791246 -0.0020737874992202594 0.0019255995920384244 -0.0021263127556191194 0.00052656647108938681 -0.00041251635702430506 -0.0023989201078630945 -0.002460765596347835 0.0015881362845633698 0.001127827394488398 0.00056235712602653468 -0.00010085049516610311 0.00035631090654433096 -0.0018512489931896076 -0.0022266631199454115 2.4971880432283138e-06
leaf_weight=99.672754356870428 4.2314936742186671 5.852659567819499 3.1291338577866545 2.5020186752080908 3.3442308716475964 5.4841183722019222 2.3197062730323514 17.523115575313572 5.5055611990392199 4.4356586858630171 6.044720150530341 11.548946715891359 7.4164526611566535 4.4740552753210059 85.602730767801404 2.4201060051564118 1.9522123560309399 3.2294836100190869 6.5245268046855918 3.659611314535141 4.3182288082316518 3.8967409357428533 5.9674789495766163 3.5467867609113455 8.2123747225850803 22.208584550768137 52.089585164561868 4.0599977824604139 1.7021908033639181 91.817549472558312
leaf_count=1111 18 257 16 24 20 25 60 104 29 33 21 52 35 11 407 153 6 82 58 28 81 31 25 13 69 111 240 141 36 1336
internal_value=0.000110239 -2.96231e-05 0.000194229 -1.98417e-05 -0.0010987 0.000308708 -0.000311558 0.000363503 0.000273638 -4.80045e-05 -0.000250505 -0.000921178 0.000432645 0.000354247 0.000402958 -0.000535244 -0.000379552 -0.000584446 -0.000318647 -0.00077032 -0.00148771 0.00080032 0.000289938 -0.000750827 2.82361e-05 0.000128935 5.59973e-05 -0.000634578 0.00010301 -3.80767e-05
internal_weight=484.693 181.858 302.835 105.519 5.84625 197.316 16.0162 181.3 150.366 49.7435 44.2379 15.9846 100.622 93.2059 90.0768 26.3357 23.9156 21.9633 18.7339 12.2093 7.97784 30.9341 13.411 7.44353 13.6965 28.2533 155.522 9.91266 145.609 93.5197
internal_count=4633 2436 2197 1155 44 1042 154 888 715 246 217 85 469 434 418 426 273 267 185 127 109 173 69 44 94 132 2010 398 1612 1372
is_linear=0
shrinkage=0.00188464


Tree=569
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 0 1 2 2 2 1 2 1 0 2 1 2 1 0 2 0 2 1 0 2 1 0 1 2
split_gain=2.15072 3.5073 2.53058 3.31526 3.28246 2.87593 2.52877 4.19405 8.17119 4.05746 3.07608 4.48133 4.15747 3.85607 2.48098 2.24198 2.00161 1.96712 1.92048 3.56364 1.9598 1.7781 2.23778 2.84927 1.54554 3.68392 3.21073 2.3303 1.92213 1.73962
threshold=0.37227927305000003 0.36880632320000012 0.5116313883000001 0.50291907430000016 44.026978245600006 0.37644082515000005 0.47938684470000009 0.35585760905000008 38.621016321050007 43.118479346150004 41.257948413050009 0.34569324270000007 42.844429421150004 0.34536391125000004 0.49688632075000011 41.835830569250014 0.34587287805000005 43.118479346150004 0.35331277505000008 0.45995628875000011 50.189067467950004 0.48458129995000004 39.571921479100006 0.34494476210000008 0.47787491390000009 40.518963363600001 0.34566330350000002 0.47736594710000008 0.34566330350000002 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 3 5 -5 -2 18 10 -9 -10 21 12 13 15 -7 -12 -13 -14 24 20 -20 22 -8 -24 27 -26 29 28 -1 -27
right_child=2 -3 -4 4 -6 14 7 8 9 -11 11 16 17 -15 -16 -17 -18 -19 19 -21 -22 -23 23 -25 25 26 -28 -29 -30 -31
leaf_value=-2.8459539262526157e-05 0.0019503458173201322 0.0013229196103909328 5.4142097973327975e-05 -0.0026367079785761158 0.00035926613127434834 -0.0025521867944872253 0.0017405147172453125 0.00052253094538329248 -0.0026673377910934534 -5.4211433016458627e-05 0.00042978096783595086 0.001400464502673284 0.0013992705923545187 -0.0021553678571931238 0.00073620318012623744 -0.0012276637680466386 0.00046739546823992232 -8.3741105262804085e-05 -0.0021120628643150827 0.0015841941042513516 0.0024245172422259005 0.0015602786975036096 0.0014814491654068938 -0.00014289209337939532 0.00037620119062582643 -0.0031336908331542363 0.00025425641559579011 0.00078075704777550315 -0.0014935756013257041 -0.001269691753367335
leaf_weight=63.375842157925945 2.2913065701723081 11.512685688212512 208.64692266008933 4.875500644557178 1.9757599411532281 1.7249680650420489 5.9428663253784206 16.812382444739345 6.3214138671755773 3.5773324463516474 7.8409390747547167 12.475838556885718 6.3059980124235135 5.7922300249338141 1.8052440462633965 5.2310251593589783 30.323456279933453 7.5629737712442875 1.8786385986022636 6.7278102692216635 0.45472964644432057 13.955626923590897 6.038871422410014 13.286527775228022 9.3133446127176303 2.9999907240271551 3.7070376351475707 13.651400238275526 3.6404581964015952 5.3718029819428921
leaf_count=806 7 50 2586 58 18 37 19 74 48 33 29 83 27 38 24 29 131 30 117 30 1 70 17 53 34 27 24 50 44 39
internal_value=0.000145043 0.00026452 2.46955e-06 -0.000848277 -0.00177273 0.000239701 0.00021628 0.000390159 -0.00030962 -0.00172297 0.000553042 0.000321703 -0.00022442 -0.000823594 -0.000870603 -0.000233481 0.000739382 0.00059056 -5.08467e-06 0.000860027 -0.00122797 0.000998525 0.00068827 0.000364688 -8.18918e-05 -0.000550451 -0.00126494 4.23649e-05 -0.000108048 -0.00193765
internal_weight=485.421 264.101 221.32 12.6728 6.85126 5.82152 252.589 141.467 26.7111 9.89875 114.756 75.5325 32.7332 18.8642 3.53021 13.072 42.7993 13.869 111.121 9.06118 2.33337 39.2239 25.2683 19.3254 102.06 21.3922 12.0788 80.6677 67.0163 8.37179
internal_count=4633 1903 2730 144 76 68 1853 681 155 81 526 367 153 96 61 58 214 57 1172 148 118 159 89 70 1024 124 90 900 850 66
is_linear=0
shrinkage=0.00196078


Tree=570
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 0 0 1 1 1 1 2 2 0 2 0 0 0 1 1 2 2 2 0 2 2 0 0 2 2
split_gain=1.64962 2.50317 2.47959 2.64028 2.29065 2.05674 2.01308 2.56681 1.98181 3.07903 3.7476 2.02816 2.93742 1.93731 2.31675 1.62249 1.62039 2.09434 1.52794 2.38741 1.49146 5.20784 1.68931 1.50435 1.89021 1.46272 2.18925 1.76419 3.03856 1.4349
threshold=0.52324780695000006 0.47880302985000006 0.39995808510000008 0.3975479776000001 37.232443001650005 0.52769378160000013 0.47847369840000004 0.34515433670000012 0.39078171310000004 0.39019789825000006 0.38906020780000011 40.300545846000013 42.686561923500008 0.52507409960000018 39.065416244600009 0.54504356155000011 0.5206281249000001 0.51657136015000005 0.41917906650000009 0.40896979130000005 42.759119507950011 43.477771593600004 42.686561923500008 0.41973294215000007 41.243661560350013 39.354247760400007 0.53017873715000008 0.53447501570000011 47.74983977685001 34.424709467050008
decision_type=2 2 2 2 2 2 2 2 2 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 29 13 20 -8 9 10 16 -10 -13 14 -2 -6 17 -3 19 -17 22 -22 23 24 -1 -7 -27 -28 -29 -4
right_child=2 8 4 -5 15 25 7 -9 11 -11 -12 12 -14 -15 -16 18 -18 -19 -20 -21 21 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.0021625650287849375 -0.0017320591286810294 0.00039276068736308781 -2.6122110740303512e-05 -0.0017136829280074905 0.00046123877221033077 0.00080744705235874384 -0.002773260286211548 -5.0371534003579971e-05 -0.0027649724989395673 0.0016429199479185731 -0.0014074197751085603 0.0017243245440975818 -0.0021973808609904951 -0.0018177303534814748 0.00052189780324735351 0.00093042610768327987 0.0016068699020647104 -0.00074343556784568917 5.5903520481811882e-05 -0.0025263641283273853 -0.0020034909503868544 5.3344084860223913e-05 0.0018372153029874074 0.00022345167620887069 0.0012028708583265958 -0.0023860384550323226 0.00108692123992063 -0.0026777065381315538 0.00052473017511001194 -0.0017722709851644924
leaf_weight=2.2876511809881772 2.7734987456351501 174.74450633116066 3.4885417105106162 5.8238066490739575 47.090313278022222 8.2641300335526484 2.374822372570633 3.3414107114076614 1.5978101091459382 7.4853761307895175 4.8314556144177905 1.7522781826555731 1.360390027053654 5.1243912912905207 5.3668541526421905 1.2449201019480818 4.211513800546526 6.7566762464120975 90.099225388956256 2.2472500619478524 5.9395266008796161 29.214656865922734 2.4798534233123055 60.993530141422525 0.94586729549337167 1.7169088618829835 3.9322450868785364 1.927497776225209 3.0966458134353161 4.1104001111234538
leaf_count=217 22 839 214 101 270 37 24 20 23 23 26 8 64 138 36 21 21 38 1270 37 138 309 9 389 49 35 23 25 38 169
internal_value=0.000132187 0.00022161 -1.6758e-05 -0.000472938 0.000100228 -0.000248547 -2.52839e-05 -0.0011816 0.000352615 0.00038315 0.000333661 -0.000931052 1.03452e-05 -0.000853215 -0.000246048 0.000158071 0.000378956 0.000350464 5.53254e-06 -0.00129406 3.96062e-05 -0.000294171 0.000215505 0.00015289 -0.00117811 0.000174992 -0.000314705 8.23625e-05 -0.000703875 -0.000970644
internal_weight=496.624 310.317 186.307 38.026 148.281 32.2022 107.577 5.71623 202.74 198.03 190.544 4.71048 3.11267 13.2647 8.14035 140.682 185.713 181.501 93.5914 3.49217 101.861 35.1542 66.7069 64.227 3.23352 18.9374 10.6733 8.95639 5.02414 7.59894
internal_count=4633 2197 2436 455 1981 354 1155 44 1042 947 924 95 72 196 58 1598 898 877 1328 58 1111 447 664 655 266 158 121 86 63 383
is_linear=0
shrinkage=0.00200243


Tree=571
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 1 0 0 0 1 2 0 2 2 1 0 0 1 2 2 1 0 0 2 1 0 1 2 1 2
split_gain=1.91598 3.9221 2.85825 3.62729 3.7116 2.86382 2.93076 2.50435 3.00333 2.19198 3.42687 2.95699 3.69765 4.11982 4.51207 6.6534 3.20755 4.78628 3.01426 2.61723 1.95795 3.17602 2.12677 3.70312 3.35343 2.28375 1.9866 3.04373 1.91769 1.88441
threshold=0.37227927305000003 0.36880632320000012 0.5116313883000001 0.50291907430000016 44.131787411600008 0.37644082515000005 0.49688632075000011 0.5116313883000001 0.47938684470000009 0.3584174126500001 38.238138001450004 0.47943175355000006 41.257948413050009 42.684965421050009 0.34569324270000007 0.48185683060000012 0.48458129995000004 0.34569324270000007 42.283941020600004 42.720329370750001 0.35331277505000008 0.45995628875000011 0.47787491390000009 40.518963363600001 0.34566330350000002 0.47736594710000008 0.34524415440000006 41.641174900500005 0.34587287805000005 50.189067467950004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 5 -5 -2 -7 8 20 11 -11 -10 16 14 15 -14 17 -13 28 -15 22 29 25 -24 -25 26 -1 -28 -16 -22
right_child=2 -3 -4 4 -6 6 -8 -9 9 10 -12 12 13 19 18 -17 -18 -19 -20 -21 21 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=4.3337644690444159e-05 0.0018776092837428861 0.0012978901630632232 5.2109646122546171e-05 -0.0025742297576870944 0.00052989315909127404 -0.0024780894049674386 0.00089360872124854803 -0.0014854390437619468 0.0020420944491672615 0.00029984241588420937 -0.001492827980888104 0.00087793119189600352 -0.0028986582951444169 0.0019422162885788115 0.0016298717699834743 -0.00024286951105644225 0.0015141573608265448 -0.001089394636420645 -0.00078039276416389609 0.00043698297222029221 -0.0020196585368001006 0.0014743160434335725 0.00027974397203319801 -0.0019607221664495393 0.00016624667442875231 0.00073814753332997511 0.0004123946036548504 -0.0016098756936201175 0.00025892914554524499 0.0023175466301462466
leaf_weight=56.233919046120718 2.297962009906767 11.793506560847161 216.63676214175939 5.2515994720160961 1.8502056486904619 1.8467801748774948 1.8161794850602744 3.1440833117812863 4.1746932268142691 13.269976682960989 5.3003658205270758 20.498383186757568 4.6880505532026318 4.7351826429367057 5.6026923432946232 11.74387067556381 16.699669770896435 5.5903364717960349 6.50394383072853 30.727831952273846 1.7509816542733445 6.6654468411579728 9.2145887091755885 8.4807124603539688 3.8182128258049479 13.905728802084921 4.3111653304658812 6.8341214004904032 10.262134015560148 0.44654807448387135
leaf_count=728 7 50 2586 61 15 37 24 33 22 54 37 70 33 56 15 52 87 27 32 121 117 30 34 66 24 50 37 85 42 1
internal_value=0.000126618 0.000235375 4.8583e-07 -0.000855661 -0.00176552 0.000228344 -0.000806324 0.000186158 0.000207059 0.000391136 -0.000211823 0.000483502 0.000427914 0.000173654 -0.000250719 -0.00100057 0.000869208 0.000456369 0.000300115 0.000637969 -2.34011e-05 0.000826527 -9.66794e-05 -0.0006236 -0.0013004 4.27796e-05 -0.00010073 -0.000827631 0.00074308 -0.00113832
internal_weight=496.096 266.396 229.699 13.0627 7.10181 5.96092 3.66296 254.603 251.459 139.797 18.5703 121.227 117.052 74.2637 38.8007 16.4319 42.7884 26.0887 22.3688 35.463 111.661 8.86298 102.798 21.5135 12.2989 81.2849 67.3792 11.1453 15.8648 2.19753
internal_count=4633 1903 2730 144 76 68 61 1853 1820 648 91 557 535 351 174 85 184 97 89 177 1172 148 1024 124 90 900 850 122 57 118
is_linear=0
shrinkage=0.00188464


Tree=572
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 0 1 2 2 2 0 1 1 2 2 1 2 0 0 0 0 1 1 2 2 2 0 2 2
split_gain=1.77222 3.09485 2.42399 2.02311 3.03314 2.88712 1.75307 3.17812 1.98096 6.61704 1.58841 1.72337 1.81577 2.04364 4.54369 3.8847 2.44068 4.95755 1.79156 4.11831 1.72782 1.54836 1.50457 1.70966 1.90993 1.52258 1.734 1.50362 1.62581 1.41878
threshold=0.39078171310000004 0.47880302985000006 0.53146612375000013 43.930205408700004 0.51017933595000009 0.4995209724000001 0.47847369840000004 0.34515433670000012 42.759119507950011 43.477771593600004 42.686561923500008 0.47721625100000004 0.3621298763500001 0.3447651268000001 41.772405911750006 40.408647214050006 0.34536391125000004 41.542492784600007 0.47568935060000012 0.47396784530000008 0.47774018740000007 0.54504356155000011 0.43540612555000008 0.43593006200000012 36.772607578000013 42.081757894750005 49.960114208400007 0.54353163080000011 40.330620469300008 42.684965421050009
decision_type=2 2 2 2 2 2 2 2 2 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 29 5 -5 8 -8 10 -10 11 12 13 18 15 -15 17 -17 19 -1 -13 27 25 -24 -25 -23 -27 -4 -29 -3
right_child=2 3 21 4 -6 -7 7 -9 9 -11 -12 20 -14 14 -16 16 -18 -19 -20 -21 -22 22 23 24 -26 26 -28 28 -30 -31
leaf_value=-8.1578872971153424e-05 -0.00056632036254217958 0.00029409737687334449 0.00013454294300835145 -0.00079839720459015152 -0.0017849419586325568 0.0013871329465444855 -0.0025320120278253659 0.00012035999316735363 -0.0019219571040141165 3.8675137522217306e-05 0.0015782610405995128 0.0010705640163930579 0.0017469856452833972 -0.0023236467117447798 -0.0023435893100743057 -0.00259001067384173 0.0016172709399830221 0.0011357085362531981 -0.0015483683221181295 0.0017812200655232026 6.720485172298255e-05 -0.00024863292326901423 0.0018594398786762844 -0.001927463447615022 4.9519142476682556e-05 -0.0020828937507229037 0.00039631379521272572 3.629358299564285e-05 0.0013549585847081687 0.00067576018788672806
leaf_weight=20.690199000295259 23.678393609880004 156.99539082869887 41.385011830367148 4.2712794560939056 3.6094122231006622 3.7028307691216469 2.5491677783429614 3.5422511473298073 6.9423052959609768 30.307574982754886 2.6092166593298307 10.717939719557764 1.7269759010523547 2.0253422157838932 3.992819517850875 1.9577016327530126 3.5337600857019424 2.9198448061943054 1.9134549051523198 4.7974507212638846 11.867567371577023 19.78318690368906 1.671236959286033 1.6382999228371762 75.503998168103863 3.3668425488285711 1.2767829799558965 5.017778702080248 7.8957257810980082 40.13005556166172
leaf_count=297 479 721 210 25 62 16 24 20 138 309 9 33 10 81 55 74 12 8 10 17 51 173 7 281 1156 75 28 22 32 198
internal_value=0.000117277 0.00019817 -2.59237e-05 0.000328562 -0.000407169 0.000216468 -4.46087e-05 -0.000989618 9.69627e-06 -0.00032673 0.000191972 0.000137285 -7.32671e-05 -0.000148416 -0.000700167 -7.14317e-05 0.000470875 -0.000359684 0.000142137 0.000269049 0.000543348 5.52989e-05 -7.49399e-05 4.68028e-05 7.53322e-06 -0.000467745 -0.00140123 0.000302928 0.000842567 0.000371795
internal_weight=502.02 320.803 181.217 208.709 11.5835 7.97411 112.094 6.09142 106.002 37.2499 68.7523 66.1431 43.5575 41.8306 14.4295 10.4366 8.41131 4.87755 27.4011 25.4876 22.5855 157.539 103.24 78.8135 77.1423 24.4268 4.64363 54.2985 12.9135 197.125
internal_count=4633 2170 2463 1022 103 41 1148 44 1104 447 657 648 564 554 230 175 94 82 324 314 84 1984 1720 1444 1437 276 103 264 54 919
is_linear=0
shrinkage=0.00181146


Tree=573
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 2 0 1 0 0 1 2 0 2 2 0 2 0 2 2 2 2 2 2 1 1 2 2 2 1
split_gain=0.400933 0.350422 0.416345 0.26409 1.5506 1.84861 1.19957 2.51856 1.44409 0.918249 1.12155 2.00137 2.54161 1.66319 1.64987 1.61162 1.31955 1.1924 2.13954 3.11038 1.46183 1.63399 1.07513 3.36736 0.966479 0.930056 0.81912 4.59821 1.51198 0.978076
threshold=0.50634711535000021 0.51869704500000013 0.5225142959500001 0.47880302985000006 0.47847369840000004 40.518963363600001 0.47961138885000004 0.34587287805000005 0.47938684470000009 0.48077901860000011 0.3584174126500001 41.319407281650008 0.48458129995000004 39.852039223600009 41.873095646600007 0.49688632075000011 39.354247760400007 0.48389269780000005 43.157831852650006 42.670715716450012 43.022303514600004 42.684965421050009 42.844429421150004 41.16018805045001 0.34524415440000006 0.34584293880000011 42.759119507950011 43.477771593600004 42.686561923500008 0.34536391125000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 -6 7 8 -5 22 11 12 24 -14 -13 16 -12 20 19 -19 21 -16 23 -8 -11 -23 28 -28 29 -1
right_child=1 2 -4 6 5 -7 9 -9 -10 10 15 14 13 -15 17 -17 -18 18 -20 -21 -22 25 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.0013957837824505497 -0.046816610372276225 0.03140043391803133 -0.019139035274818281 -0.016435029398767575 -0.001628675764729459 -0.052234859718081374 0.00059359591986198404 0.038284704749494601 0.01611421741163864 0.016804687043941131 -0.0018994425926179967 -0.01183554844881937 0.0020470920518611603 0.037666698484271489 0.0030113261625237132 0.00030942286899466155 -0.049779966114974504 0.0014920481980062012 0.014481716548119222 -0.043210924616136619 -0.011324673951048849 0.018230859822411846 0.0094464978165476696 -0.048231445976103987 -0.0055299597727597174 0.046652184203201476 -0.042624056825885097 0.001815000764812217 0.037035116060015617 0.011777389107616301
leaf_weight=41.196452519317972 0.52937967118486939 0.36925814842106763 1.2513365843333302 4.4698099251836521 2.9274665713310233 2.220209201797843 7.2822747603058797 4.7080638259649268 5.1098916903138161 5.4786277338862446 1.9687837529927481 13.317668117582796 3.0446210205554953 9.2879908792674524 6.2462185770273235 217.76837850963784 2.060516398283653 8.7720733210444468 8.7552712429314834 3.9478420093655577 3.4266614858061066 4.318579934537409 3.9550621062517157 3.7396726198494434 8.8853604942560178 3.7740306854248047 4.8657219036540509 24.993700171180535 2.2118268632329992 12.960573602933435
leaf_count=535 153 14 387 24 13 31 32 27 20 22 10 67 25 63 25 2282 42 42 39 31 16 19 13 28 38 59 138 309 9 120
internal_value=0.000741164 -0.0172738 -0.00762344 0.000833012 -0.00115695 -0.0234553 0.0013835 0.013237 0.000927007 0.000847598 0.00135043 0.00562086 0.0149462 0.0288731 0.000884154 -0.000175518 -0.0263847 0.00520102 -0.00143003 -0.0123823 0.0132167 0.0190816 -0.0092599 -0.0159724 0.00298879 0.0314853 0.000174217 -0.00542654 0.00314102 0.00175675
internal_weight=423.843 2.14997 1.62059 421.693 91.376 5.14768 330.317 14.2878 9.5797 316.03 301.053 79.2549 26.6966 12.3326 52.5583 221.798 4.0293 39.2407 21.4752 12.7199 17.7655 14.3388 14.977 11.0219 14.364 8.09261 86.2283 29.8594 56.3689 54.157
internal_count=4633 554 401 4079 1155 44 2924 71 44 2853 2780 446 148 88 298 2334 52 231 112 73 119 103 73 60 60 78 1111 447 664 655
is_linear=0
shrinkage=0.0418233


Tree=574
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 1 0 0 0 1 2 0 0 2 2 1 0 2 2 0 2 2 1 2 0 1 1 2 2
split_gain=1.86354 4.54812 3.24549 4.2997 3.48847 2.67528 2.53267 2.77485 2.48707 3.72268 2.51971 2.48766 2.24119 2.28921 2.21638 2.41735 2.21348 6.35419 6.14124 2.2072 2.08781 4.03232 3.88318 3.33647 2.49759 1.95611 1.86827 3.70601 3.94719 3.25112
threshold=0.37227927305000003 0.36880632320000012 0.5116313883000001 0.50291907430000016 44.026978245600006 41.909642283050012 0.37644082515000005 0.49688632075000011 0.48104847160000008 0.48119816770000007 0.35696536035000009 43.477771593600004 0.48265022005000008 0.48320409570000006 43.157831852650006 42.283941020600004 0.3584174126500001 0.49194634890000005 38.621016321050007 43.118479346150004 0.47774018740000007 42.759119507950011 42.759119507950011 0.34584293880000011 42.431220712750012 0.47500074850000013 0.34515433670000012 0.34524415440000006 40.250747516500006 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 6 -5 16 -2 -8 11 -10 12 20 -11 -14 15 -15 17 26 -18 -12 21 23 -22 24 25 -7 -1 -28 29 -29
right_child=2 -3 -4 4 -6 8 7 -9 9 10 19 -13 13 14 -16 -17 18 -19 -20 -21 22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=6.4195626792631203e-05 0.0018805606915568865 0.0013804179323460835 5.7230055161112493e-05 -0.0026901759675620053 0.00025852427715880897 -0.00013018590564377916 -0.0024807980369099553 0.00090656206838393531 0.0020241813544836502 -0.0010366496640802363 -0.0029168307207969877 6.1887326036768383e-05 0.0015580298773283684 0.00096805784761264569 0.00092027640927758094 -0.00066627123746330051 0.00024025553424336624 0.0020806262745612196 -0.0027112206827409409 -0.00017227185027828543 -0.0024620687483399161 -0.001818972024679 -0.00011222843243222269 0.001831996482746743 0.00044288509979307421 -0.0028009508107895553 0.0016782894210729913 0.00037694493191335013 0.00063322914938213656 -0.0015637316655824334
leaf_weight=54.723124830110464 2.3068434596061689 12.257585741579531 215.7304310621912 5.439593555405736 2.0381527654826641 1.96115542761982 1.701635842677206 1.8821263620629904 4.1621438115835181 4.2084834203124037 1.7605257481336583 32.770352591993287 5.723098784685134 4.626938544213778 10.31221893057227 12.06558910012245 14.626812804024668 8.1504919752478582 3.1697347490116945 2.8129027578979731 5.7309391442686302 4.8885799444979048 4.7550142854452133 3.5066558718681327 5.9913719464093447 2.096988633275032 9.173224510625003 6.4685391692910326 44.30388755723834 6.2937032971531153
leaf_count=488 7 50 2586 58 18 35 37 24 14 20 14 321 62 16 40 64 70 45 34 29 56 126 26 16 46 28 28 53 188 34
internal_value=0.000127415 0.000236696 2.73774e-07 -0.000918852 -0.00188647 0.000181564 0.000309477 -0.000701818 -4.90759e-05 0.000290978 0.000117191 -0.000300788 0.000283848 0.000453652 0.000219601 -0.000213258 0.000350133 0.000437737 -0.000285431 -0.00122878 -0.000711597 -0.000322227 -0.0013965 0.000217524 -0.000345826 -0.00151027 0.000327039 0.000544185 0.000361881 -0.0005801
internal_weight=495.639 266.54 229.099 13.3684 7.47775 254.282 5.89061 3.58376 107.373 45.6719 41.5098 61.7011 36.9363 32.7278 27.0047 16.6925 146.91 129.113 17.7965 4.57343 28.9307 18.4448 10.486 13.5562 10.0495 4.05814 120.962 66.2394 57.0661 12.7622
internal_count=4633 1903 2730 144 76 1853 68 61 913 259 245 654 202 182 120 80 940 836 104 43 333 251 82 125 109 63 791 303 275 87
is_linear=0
shrinkage=0.00192234


Tree=575
num_leaves=31
num_cat=0
split_feature=2 0 2 0 2 2 0 0 2 0 2 2 0 2 2 0 2 0 2 2 1 2 2 2 1 0 1 1 1 1
split_gain=1.68914 2.09709 1.53947 1.52591 1.73143 1.37455 1.3398 1.23616 1.1866 1.97263 2.02894 1.32735 1.506 1.0248 1.33902 2.9148 1.11715 3.16719 1.78159 0.924094 1.83244 0.905041 2.47474 2.06298 2.75652 3.49253 5.01526 6.02753 3.4507 3.03736
threshold=42.783136484500005 0.58887458460000019 42.982930821650008 0.41973294215000007 41.243661560350013 42.498713093000006 0.62143349005000015 0.63528038085000016 42.684965421050009 0.48368312325000012 42.720329370750001 42.580420142950011 0.5054040298000001 43.067541470150012 43.157831852650006 0.50386215985000016 43.521589032450009 0.47880302985000006 43.426369480700011 43.735142172100005 0.39814676205000005 40.165165956550005 40.003678352300007 40.467253020850002 0.41917906650000009 0.5054040298000001 0.40651477500000005 0.38723391515000005 0.42111014640000005 0.34608245260000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 -8 11 10 -10 21 -13 -4 15 -15 17 18 -16 20 -18 22 -5 -23 25 29 27 -27 -26 -25
right_child=2 5 13 8 -6 -7 7 -9 9 -11 -12 12 -14 14 16 -17 19 -19 -20 -21 -22 23 -24 24 28 26 -28 -29 -30 -31
leaf_value=-0.0020750399132875279 -0.0008631820348150136 -0.0021332975780075083 0.00077812707284562015 0.00017982245313465989 0.00086205430348662777 0.0014225903058858586 0.00068054057281672405 -0.0021028020423960458 0.0020469135269596795 -0.00046138597728199527 6.9495190382353028e-05 -0.0016235922483975888 0.00021417534317720653 -0.0026385326943183258 -0.0026440063871394862 0.00021526506057625936 -0.0017114830299311929 0.00082752974255415014 0.00037464551310087353 -3.4194465301618116e-05 0.00062593405224086992 0.00089826773112524163 -0.00086350033446517258 4.12126869884048e-05 0.001973029150970087 -0.0023258384905161422 -0.0029636027795352585 0.00039359938503837961 0.00043443636893582792 0.00079620116430009899
leaf_weight=2.2773596856859508 8.5696131148142722 3.0370530061190939 6.1246033819625145 143.83656521065859 1.1671405774541197 0.85946395550854493 1.84241537359776 0.91972585671464901 5.5078829824924451 3.2503313124179831 3.1278436500579119 3.2079032119363537 3.6822329387068748 2.3606611815048373 1.7661936430959058 3.2989482947159559 3.531645134324207 14.814541400643064 1.3086573813343421 88.759700219845399 2.0310900448821485 21.037658968009055 9.3063541003502888 74.576585648581386 6.7280139923095694 4.0740812718868318 3.0331242345273486 13.574116106145082 33.553582279593684 28.246367303654552
leaf_count=217 92 225 40 957 51 24 67 258 60 25 19 32 22 55 34 29 39 80 16 1188 25 92 79 382 23 34 31 116 171 150
internal_value=0.000130268 0.000198818 -5.94282e-05 0.000218975 -0.00107983 -0.000891536 -0.0012345 -0.000246245 0.000231516 0.000840638 0.0013307 0.000210521 -0.000641451 -3.87914e-06 -4.45122e-05 -0.000975073 2.42235e-06 0.00045166 -0.00135927 -8.27811e-05 -0.000858035 0.000227891 0.000116421 0.000320253 0.00024601 0.000100737 -0.000634479 -0.000234182 0.000691419 0.000248615
internal_weight=499.411 366.846 132.566 360.187 3.4445 6.65866 5.79919 2.76214 356.743 11.8861 8.63573 344.857 6.89014 123.996 117.871 5.65961 112.212 17.8894 3.07485 94.3224 5.56274 337.966 153.143 184.824 163.786 123.504 20.6813 17.6482 40.2816 102.823
internal_count=4633 3035 1598 2461 268 574 550 325 2193 104 79 2089 54 1506 1466 84 1382 130 50 1252 64 2035 1036 999 907 713 181 150 194 532
is_linear=0
shrinkage=0.00196078


Tree=576
num_leaves=31
num_cat=0
split_feature=1 0 0 1 0 0 0 2 1 0 0 1 0 2 2 1 1 1 2 0 0 0 1 0 2 2 2 2 0 1
split_gain=1.88871 3.65668 5.93326 4.72899 2.92445 2.46878 3.71637 3.72873 2.75818 2.42881 1.58728 1.46663 2.03081 1.42859 2.12735 1.58565 1.69192 3.0403 4.15505 7.20436 2.51591 2.13792 1.41013 3.85125 2.50031 1.38614 3.20101 4.95974 2.45267 2.28708
threshold=0.37227927305000003 0.50291907430000016 0.5116313883000001 0.36618664115000005 0.47938684470000009 0.5116313883000001 0.50291907430000016 47.142075646500011 0.37644082515000005 0.49688632075000011 0.47961138885000004 0.37644082515000005 0.51657136015000005 41.257948413050009 41.32819714970001 0.34488488370000009 0.3459626957000001 0.34569324270000007 42.844429421150004 0.48634771415000005 0.48911709230000006 0.48149755995000004 0.35331277505000008 0.45995628875000011 50.189067467950004 41.873095646600007 41.16018805045001 40.806664626150003 0.41973294215000007 0.34518427590000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 22 6 8 -8 -2 -10 -6 -7 -13 -12 -15 -16 17 18 19 -17 -18 -20 25 24 -24 26 27 28 -1 -27
right_child=5 2 -4 -5 10 11 7 -9 9 -11 13 12 -14 14 15 16 20 -19 21 -21 -22 -23 23 -25 -26 29 -28 -29 -30 -31
leaf_value=-0.0020493251783549153 0.0019193636286603116 0.001557439513500737 -0.0010942869934189828 -0.0023000985866894761 0.0011875588293329819 -0.0014052246100385178 -0.0025813096230323167 0.00046071921807536853 -0.0024667779295382422 0.00073275541921947443 0.00058732265114923733 0.0010614360367834316 3.109724287703198e-05 -0.0011768006816304901 -0.00076501144310302878 -0.0022492264213617554 -0.00099111239693058513 0.0012344909164823806 0.0015418114125998268 0.0011301037469894182 0.00039646102339779788 -8.2217721015535771e-05 -0.0020710291167960145 0.0014870586843996276 0.0025341787968426797 -4.0995859506496733e-05 0.0007613834105843993 -0.00254181642820254 0.00012689601816948278 -0.00094485566205858925
leaf_weight=2.0303868784103534 2.3951618969440442 15.812222056090834 3.8840639265254131 2.8228773560840628 8.8612736761569959 2.5334142111241809 5.2581182820722461 2.0772271882742643 1.6378931978251787 1.8867056183516977 50.982541404664516 7.3166871275752774 208.96070809448429 4.1227933019399634 5.2400507740676394 5.5428596362471598 7.4920332506299046 15.535793885588644 7.1472134962677938 4.023531973361969 13.584358744323252 5.1566745862364769 2.2833265126682805 6.664394642226398 0.53839367628097523 32.950265868450515 19.075473109260201 3.0792467989958814 33.323318615555763 15.079658283386378
leaf_count=201 7 63 40 22 41 16 64 12 37 24 235 34 2536 22 24 38 36 93 22 14 56 26 116 30 1 353 85 40 190 155
internal_value=0.000126772 0.000237586 0.00103452 0.000173658 0.000202429 1.19923e-07 -0.00080546 -0.00171987 0.000327608 -0.000754079 0.000402702 4.89203e-05 6.59537e-05 0.000344173 0.000161458 0.000248042 0.000338812 0.000584246 0.000122337 -0.000827913 -9.67802e-05 0.000861166 -1.98957e-05 0.00069005 -0.00119234 -8.37078e-05 0.000117627 -0.000201889 1.91418e-06 -0.000324775
internal_weight=497.299 265.233 19.6963 245.536 242.714 232.066 13.2551 7.33535 5.91976 3.5246 127.689 218.811 216.277 118.828 67.8453 63.7225 58.4825 37.4061 21.8703 9.56639 21.0764 12.3039 115.024 9.48611 2.82172 105.538 57.5084 38.433 35.3537 48.0299
internal_count=4633 1903 103 1800 1778 2730 144 76 68 61 607 2586 2570 566 331 309 285 193 100 52 92 48 1171 147 117 1024 516 431 391 508
is_linear=0
shrinkage=0.00192234


Tree=577
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 0 1 2 1 0 0 0 0 0 2 1 0 2 1 1 1 2 0 0 0 2 1 1 1 2
split_gain=0.32035 2.52287 1.89088 1.39948 0.905843 2.81094 3.93269 1.34224 1.01718 1.62978 0.885619 1.48926 0.841654 2.21626 1.77826 2.90321 1.47471 1.52241 1.42404 1.26992 1.50054 1.07308 2.64864 2.65845 2.50939 3.5899 2.45712 2.64534 2.26159 2.123
threshold=0.37227927305000003 0.36880632320000012 0.37323732825000006 0.36551300860000008 0.5116313883000001 0.50452082270000009 0.38334181610000007 43.111435027700004 0.37644082515000005 0.51657136015000005 0.50291907430000016 0.50035927070000008 0.48588365620000007 0.48368312325000012 41.529896397300007 0.34587287805000005 0.48265022005000008 42.546237522150008 0.34554354660000003 0.34587287805000005 0.34545372890000009 41.976795488650005 0.48149755995000004 0.48104847160000008 0.47568935060000012 42.686561923500008 0.34007963835000005 0.32012514595000008 0.3447651268000001 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 3 -2 10 5 6 -4 -7 -6 -10 11 12 13 16 15 -14 21 -18 -16 20 -15 29 23 24 26 -26 27 -23 -28 -1
right_child=2 -3 4 -5 8 7 -8 -9 9 -11 -12 -13 14 19 18 -17 17 -19 -20 -21 -22 22 -24 -25 25 -27 28 -29 -30 -31
leaf_value=-0.0025875336385518845 -0.064143448834178676 0.02710151409812521 0.037425966192619432 -0.022488980082158699 -0.032276576586282232 -0.064671767055716728 -0.058502725501556149 -0.0082625979661879977 0.025292927763673038 0.00013417112591240351 0.019472635528580071 -0.033640460716375387 0.054700498935400015 -0.012235362332956039 -0.026812163884698054 0.0083957743345777717 0.0053241010291449871 0.041055588748931948 0.0052937341125204379 -1.7004670984304904e-05 -0.061432258109372112 6.5754262958310098e-07 -0.059704208154064804 0.031540938209429041 -0.045275901172587431 -0.0054281229584730263 0.046972675622635053 -0.063586907718003849 0.0010257170939402137 0.013334678378723841
leaf_weight=50.30094551021466 1.1153726167976845 9.3750168830156309 3.588126100599764 5.8670419453410423 2.2338978797197333 2.7455226229503751 1.4388693805085493 1.6071109685581175 6.4086939627304664 179.54500533513237 6.589651007205247 2.9042514115571967 4.2858813852071789 3.0132505446672422 4.3113743960857418 13.515165649354456 8.2942913174629194 4.3782701194286338 14.438618849962948 3.7062852717936039 2.9471065327525139 12.683890724321829 2.0420339852571479 4.9253635983914128 7.5046342080459025 19.685032479930669 5.0261524096131307 1.7947317762300361 5.2778826341964304 33.546260393341072
leaf_count=538 17 50 15 51 15 35 57 21 34 2536 39 20 23 13 25 94 33 63 66 17 27 217 12 22 83 145 15 36 128 186
internal_value=0.0009424 0.00220304 -0.000494192 0.00112755 -0.000134858 -0.0150033 0.00996844 -0.043844 0.000606213 0.00100124 0.00178369 0.00121392 0.00171585 0.000225886 0.00844701 0.0195444 0.00164209 0.017669 -0.0020887 -0.0225496 -0.0365608 0.000219672 -0.00484914 -0.00288041 -0.00614249 -0.0164265 0.00514038 -0.00788149 0.0234379 0.00378275
internal_weight=425.096 226.413 198.683 217.038 197.567 9.37963 5.027 4.35263 188.188 185.954 211.171 204.581 201.677 165.126 36.551 17.801 155.459 12.6726 18.75 9.66664 5.96036 142.787 58.9397 56.8977 51.9723 27.1897 24.7827 14.4786 10.304 83.8472
internal_count=4633 1903 2730 1853 2713 128 72 56 2585 2570 1802 1763 1743 1535 208 117 1478 96 91 57 40 1382 658 646 624 228 396 253 143 724
is_linear=0
shrinkage=0.0490223


Tree=578
num_leaves=31
num_cat=0
split_feature=2 0 2 2 0 0 1 2 1 0 2 1 2 2 0 0 1 2 1 1 0 1 0 0 0 2 2 2 1 0
split_gain=0.298868 0.952021 0.741519 0.396558 0.968451 0.564718 1.29016 1.2264 0.437251 0.872068 0.341768 0.724535 0.679383 1.00432 1.08045 0.508161 0.900044 1.21842 0.456126 2.22467 0.797418 0.854008 0.744064 1.09648 0.89284 1.38229 2.3104 1.21904 2.20068 0.649674
threshold=49.247968080500009 0.39672464895000009 49.292797572200008 49.960114208400007 0.3972336157500001 0.58035687555000015 0.4995808509000001 51.757767929250001 0.50056884525000012 0.66718062335000017 48.823707093150006 0.31118828780000007 45.044778924400006 44.952171034750002 0.41973294215000007 0.41160444300000004 0.32012514595000008 36.257608591500009 0.32467590790000006 0.3298553935500001 0.4560492201000001 0.34007963835000005 0.47500074850000013 0.47673722340000008 0.47396784530000008 42.123054668150012 38.396531328800009 42.759119507950011 0.3584174126500001 0.47568935060000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 -3 4 -4 7 -7 -5 -8 -10 11 12 13 14 -1 -13 17 -17 -18 -20 21 -21 24 29 25 26 -22 -27 -29 -24
right_child=1 2 3 5 -6 6 8 -9 9 -11 -12 15 -14 -15 -16 16 18 -19 19 20 22 -23 23 -25 -26 27 -28 28 -30 -31
leaf_value=-0.049762613294063736 -0.052095391709407177 0.044407415983357325 0.0054798804628698131 0.024136854594101875 -0.051724943876985501 -0.057762925668039845 0.045292316049250582 -0.047524546797481616 -0.049798102333742898 0.03163517468707773 0.0092615694350820163 0.020862469736809858 -0.052706752437699483 0.047122890014932008 0.048897847123205801 0.013735945913343836 0.016311049256901161 -0.06580471604141741 -0.051446191169990482 0.019226275328586576 0.014890141756719962 -0.049436194868215336 -0.0016531246622791046 0.0011343270511630812 0.025852223387426855 0.052944555476453325 -0.040043282040971365 0.032195757929063741 -0.055410962300313185 -0.027435244413118516
leaf_weight=1.0382812910829664 0.90916077513247628 0.66562553495168586 1.3352799415588363 2.9953585218172525 1.1982771516777573 0.99149493989534709 0.49548212438821782 0.61410206460277539 0.53125829732744001 0.59485040069557726 10.422377558657898 2.717862224119016 1.0140259824693201 0.54412375018000592 0.30687710642814625 0.70254010707139858 4.0895224548876277 0.9902080474421382 1.7312688976526249 0.54854979552328487 3.5537430016556772 1.3089413199631961 3.8187481909990293 361.16088638793553 5.5536837149411431 1.753762289881706 3.0241224523633718 1.8882009387016299 0.90522862505167712 4.5956552922725677
leaf_count=167 18 4 5 28 51 61 3 98 32 30 62 70 27 3 2 13 23 41 52 15 32 167 44 3376 35 5 23 10 65 71
internal_value=0.000808206 -0.00695216 -0.00259601 -0.00616914 -0.0215758 0.000103822 -0.0162519 0.0119446 0.00912935 -0.00678217 0.00100295 0.000788436 -0.0222048 -0.00583358 -0.0272548 0.000956021 0.000819268 -0.032793 0.000963701 0.000802705 0.00103577 -0.029159 0.00118098 0.000750263 0.010725 0.00317343 -0.0103651 0.0227579 0.00380624 -0.0157344
internal_weight=421.999 10.3309 9.42173 8.7561 2.53356 6.22255 2.61309 3.60946 1.62159 1.12611 411.669 401.246 2.90331 1.88928 1.34516 398.343 395.625 1.69275 393.932 389.843 388.112 1.85749 386.254 369.575 16.6787 11.1251 6.57787 4.54719 2.79343 8.4144
internal_count=4633 330 312 308 56 252 126 126 65 62 4303 4241 199 172 169 4042 3972 54 3918 3895 3843 182 3661 3491 170 135 55 80 75 115
is_linear=0
shrinkage=0.0461948


Tree=579
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 0 1 0 1 0 2 2 1 0 0 2 2 2 2 1 1 0 2 2 2 0 2 0 2
split_gain=2.17372 3.20191 2.0886 2.53863 2.73759 2.24407 1.82734 2.6647 1.66904 2.37587 2.14629 1.90934 3.65657 1.91145 1.67655 1.55012 1.52688 1.47719 3.8015 1.72679 1.51899 4.26126 1.45943 1.65393 1.45886 1.72937 1.84001 1.4142 3.11108 2.37294
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 43.930205408700004 0.51017933595000009 0.35394149875000008 0.47847369840000004 0.34515433670000012 0.54504356155000011 0.43540612555000008 0.54353163080000011 41.362929270750008 41.087689990200012 0.43075057630000008 0.55980359870000018 0.53998383280000006 40.636252116050009 44.202975721700007 43.968221017800005 42.654057868200006 0.39431454150000006 0.39563186730000005 0.5132031975000001 36.654713368950006 41.972095654800007 42.620627117000005 0.53499895210000015 41.873095646600007 0.47787491390000009 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 6 -4 5 -5 27 -8 10 11 24 12 13 -10 -11 -6 -12 18 19 20 -2 -22 -23 -24 -3 -26 -27 29 -29 -1
right_child=1 8 3 4 15 -7 7 -9 9 14 16 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 22 23 -25 25 26 -28 28 -30 -31
leaf_value=0.00016078995539564744 -0.0012854017774036137 -0.00021261398863161072 0.00038235609211669582 -0.00097762802114847698 -0.0026186054788496877 0.0010974488307523504 -0.0026268376164960638 5.0223600206825223e-05 -0.00023716385194752019 0.00075633564933854627 0.00024095887692423827 -0.0013544932447281475 0.0019194676974892404 -0.0018802767013854592 -3.4525337548886289e-05 2.4727131939577545e-05 0.0015377911546800762 -0.0020255100500416057 0.0016961078169593559 -0.0021852372887512374 0.0013126917745600699 0.00070163220271908403 0.0001631024273228668 -0.0022086501324381888 0.0012919047563494377 0.00093181731695693578 -0.0005662361543695006 -7.3339227807882879e-05 -0.0024563870934269745 0.0017165424026842249
leaf_weight=45.640026929642772 6.8060865923762455 23.363421864807606 191.63340043090284 3.6257848571985942 2.7910510031506424 4.1077266037464142 2.3609625790268174 3.2868843246251345 12.478593405801808 11.518155570607631 5.8542468976229411 8.2284570257179421 2.5023686736822119 3.3103651897981754 70.748847704031505 1.1607895568013189 7.8589403806254268 2.6704588615102685 2.5563684813678256 2.8243253184482446 4.5039642900228483 1.3289812346920369 1.5068683102726934 3.8949664104729891 6.6845090501010445 5.3173239752650243 7.0431869393214583 46.776241976243909 2.1160196736454955 3.9353733761236063
leaf_count=498 91 119 919 20 53 21 24 20 104 51 24 122 6 44 1393 9 30 185 11 68 16 18 15 75 25 23 43 563 27 16
internal_value=0.000115868 -4.51917e-05 0.00021593 0.000329313 -0.000540558 0.000124568 -5.48804e-06 -0.00106887 5.38116e-05 -8.50938e-05 0.000323067 -0.000585451 -0.000239494 -0.000581664 7.62027e-05 -0.00184217 0.000984165 -0.000670918 -0.000516472 -0.000787553 -0.000568744 -0.000134588 -0.00110304 -0.00154704 0.000109295 0.000504196 7.82061e-05 5.55045e-05 -0.000176476 0.000284288
internal_weight=498.435 191 307.434 203.319 11.6854 7.73351 104.116 5.64785 164.908 108.787 56.1216 26.5198 18.2913 15.789 82.267 3.95184 13.7132 26.092 23.4216 20.8652 18.0409 11.2348 6.73082 5.40183 42.4084 19.045 12.3605 98.4677 48.8923 49.5754
internal_count=4633 2463 2170 1022 103 41 1148 44 1984 1720 264 276 154 148 1444 62 54 479 294 283 215 124 108 90 210 91 66 1104 590 514
is_linear=0
shrinkage=0.00192234


Tree=580
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 1 0 1 0 0 0 1 0 1 2 0 0 1 1 1 1 0 1 2 0 1 0 0 0
split_gain=0.307504 0.413963 0.481047 0.664474 0.526472 0.413886 0.606491 0.837457 0.40599 0.325944 0.882916 0.310389 3.12699 1.69854 1.67347 1.75026 1.51504 2.26564 2.42533 1.17305 2.76658 2.12968 2.20054 1.90268 1.75318 1.10711 1.48096 4.39699 1.57584 1.47391
threshold=32.724174661450007 35.119813570500007 0.34377713240000007 0.49877249185000011 0.38723391515000005 0.51657136015000005 0.38045268105000002 0.53017873715000008 0.31753540315000006 0.5380527529500001 0.54450465555000005 0.51657136015000005 0.37977904855000005 0.5195503128500002 0.38906020780000011 37.041406607950009 0.52252926560000013 0.52366695610000014 0.39078171310000004 0.39995808510000008 0.39563186730000005 0.39431454150000006 0.52769378160000013 0.39170982905000007 49.960114208400007 0.51484985480000012 0.37227927305000003 0.50291907430000016 0.50035927070000008 0.50291907430000016
decision_type=2 2 2 2 2 2 2 2 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 8 -7 -8 -1 -6 -11 25 -13 -14 -15 -16 -17 -18 -19 20 21 22 -20 -24 -22 26 27 28 -3 -28
right_child=1 11 3 4 9 6 7 -9 -10 10 -12 12 13 14 15 16 17 18 19 -21 24 -23 23 -25 -26 -27 29 -29 -30 -31
leaf_value=0.012592554048309647 0.034480095450686393 0.0012618056725395787 -0.017246039584336247 0.026603445991661614 -0.020224122213987821 -0.063251462324450405 0.045748564260746194 -0.051881076828622273 -0.063086469322972225 0.040482475841130197 -0.0089568043816345283 -0.049572693292245666 -0.040423128788968365 0.019527873595415246 -0.026144304098851379 -0.024721880929899961 0.027668380739307358 -0.069448549760911901 -0.055380994834113427 0.0021388456221325442 -0.042836009054502487 0.029697371929690554 0.035576061202444317 -0.027338380620152963 0.033455204280351661 0.027990965594752899 0.0085334009017819512 0.029774337326909775 -0.026906142397369503 -0.025557807733031818
leaf_weight=0.22131638531573061 1.571098681539296 196.90989502439334 2.2397485156543544 3.4439744949340803 1.1597745101898906 0.27426097542047478 0.70225943624973297 0.28543882663689146 0.62937790212163236 1.313259229063988 2.288149018328113 2.9953538887202731 2.3732459999737321 10.065591646358369 5.9989480004587667 5.3882967201934653 7.1236113830818786 1.1556489784270514 1.9985473733395354 122.92913821028196 6.2952203531749538 4.4636809909716249 2.3097542226314545 2.1381915337406099 0.78222225606441487 3.6666414793580762 4.3839507452212265 12.688592312857507 4.6970619186758986 8.8288045423105341
leaf_count=14 19 1631 29 15 10 4 5 146 72 5 103 42 19 48 154 35 38 11 57 1611 203 25 8 43 8 16 67 68 30 97
internal_value=0.000801451 0.000893626 0.00968546 0.0059559 0.0122893 -0.0174885 -2.29171e-05 0.0175342 -0.0433978 0.00193525 0.00907131 0.000634184 -0.000886501 -4.36469e-05 0.000517918 -0.000673653 0.000314785 0.001219 -0.000107192 0.000461471 -0.0110019 0.00417916 -0.0134902 0.00533218 -0.0344041 0.00179204 0.0013698 0.00233265 0.000605546 -0.0142465
internal_weight=421.321 419.208 12.016 10.4449 8.20516 2.11265 1.26196 0.987698 0.850694 4.76118 3.60141 407.192 176.017 173.022 170.649 160.583 154.584 149.196 142.072 140.917 17.9876 10.9102 6.44649 4.44795 7.07744 231.175 227.508 214.296 201.607 13.2128
internal_count=4633 4392 181 162 133 241 155 151 86 118 108 4211 2302 2260 2241 2193 2039 2004 1966 1955 344 133 108 51 211 1909 1893 1729 1661 164
is_linear=0
shrinkage=0.0480611


Tree=581
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 0 1 0 2 2 0 2 1 2 2 1 1 1 2 2 0 2 0 0 0 2 2 2 2 1
split_gain=1.4706 2.22769 2.18615 2.10167 1.8563 1.79003 3.20468 1.64586 2.04167 3.09823 1.9833 2.00085 1.613 2.03533 2.23347 1.49492 2.70406 3.34909 1.94536 2.6381 1.52837 1.47532 1.407 2.15016 1.87117 1.81885 2.68549 2.86427 2.39215 2.1454
threshold=0.52324780695000006 0.47721625100000004 0.39995808510000008 0.3975479776000001 38.238138001450004 0.5485614203000001 0.42111014640000005 0.52769378160000013 41.444941515100005 43.895345911700005 0.52507409960000018 39.065416244600009 0.34482500525000009 40.408647214050006 40.986363433950011 0.39078171310000004 0.39019789825000006 0.38906020780000011 40.300545846000013 42.686561923500008 0.5206281249000001 37.995872310650007 0.50913146310000013 0.5132031975000001 0.51657136015000005 38.621016321050007 40.148327922700012 40.518963363600001 37.041406607950009 0.34524415440000006
decision_type=2 2 2 2 2 2 2 2 2 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 7 21 -6 -7 10 -9 -10 11 -2 -1 -14 -15 16 17 20 -17 -20 22 -4 25 -24 -25 28 -27 -28 -3 -29
right_child=2 15 4 -5 5 6 -8 8 9 -11 -12 -13 13 14 -16 18 -18 -19 19 -21 -22 -23 23 24 -26 26 27 29 -30 -31
leaf_value=0.00010997240133372512 -0.0014942370928785326 0.00039051950151621639 -0.00034684195684136457 -0.0015139105204028586 0.0004255039235727436 -0.0022699862341320353 4.3283371177814103e-05 0.00070208613717540481 -0.0023618643226285358 0.00014086210139961948 -0.0016885337480130251 0.0005099954516368391 -0.0024039377105438101 0.0017173499434516401 -0.00051349838685740151 -0.002578283846007336 0.0014619164989231723 -0.0013123881608268525 0.0015722862658716747 -0.002045978744006788 0.0014521617968215081 -0.0023131142941497456 -0.0011733360419231616 0.00083739441649465494 -0.00053670292013373582 -0.0003872470135316314 0.0011720654911711026 -0.00015055358429600868 0.0016235688312319075 0.00040904121453047549
leaf_weight=46.551536414772272 2.6770344041287917 16.286468449980024 12.794609106385904 5.3591935941949478 53.538497484405525 2.1874940432608119 77.069144060718827 9.9724162295460719 2.4148717885836941 6.4480358744040132 4.9799492284655571 5.2170694787055254 1.8312587864929835 1.7330378238111759 19.874286147067323 1.4557488411664952 7.0453967787325373 4.6172876935452214 1.7393229734152558 1.2161968830041585 4.0819326024502507 1.5159655854513392 5.6470583863556412 7.6130778528749925 6.5470058303326368 19.671337127685547 13.785215254873036 32.506453458219767 8.5076095387339574 96.795266879722476
leaf_count=575 22 71 454 101 303 50 1138 48 45 65 138 36 85 60 260 23 23 26 8 64 21 36 57 31 38 94 57 157 34 513
internal_value=0.000119057 0.000200991 -1.32953e-05 -0.000422337 8.97774e-05 0.000159276 -2.05632e-05 -0.00023785 0.00011713 -0.000541054 -0.000757202 -0.000169676 -9.30421e-05 -0.000496251 -0.000334571 0.000291444 0.000312925 0.000275458 -0.000794994 8.33696e-05 0.000310132 -0.000555136 0.000287651 -0.00019006 0.000202072 0.000338101 0.000265663 0.000355424 0.000813617 0.000268359
internal_weight=481.68 297.505 184.174 37.0686 147.106 132.795 79.2566 31.7094 18.8353 8.86291 12.8741 7.8941 69.9901 23.4386 21.6073 227.515 223.104 216.059 4.41127 2.95552 211.441 14.3106 207.359 19.8071 14.1601 187.552 162.758 143.087 24.7941 129.302
internal_count=4633 2197 2436 455 1981 1491 1188 354 158 110 196 58 980 405 320 1217 1122 1099 95 72 1073 490 1052 126 69 926 821 727 105 670
is_linear=0
shrinkage=0.00188464


Tree=582
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 2 1 0 1 1 1 2 2 2 2 1 1 0 2 2 1 2 0 1 1 2 0 0 1 1
split_gain=1.67595 3.15594 3.87567 2.92659 1.66695 2.24336 1.84671 3.12483 2.8881 1.65068 4.34811 4.5168 2.99525 2.57423 1.95496 1.6189 2.583 2.60667 1.61768 5.13564 4.10323 1.563 1.53403 1.33948 2.60902 4.2422 4.86488 2.37907 3.24304 1.51702
threshold=0.5485614203000001 0.43540612555000008 0.55348642255000013 0.55980359870000018 42.081757894750005 42.027798546600003 0.42111014640000005 0.54284302865000023 0.4172030777500001 0.41917906650000009 0.39563186730000005 40.679780036550007 41.542492784600007 38.804629908750009 40.00488309970001 0.39431454150000006 0.39078171310000004 0.52769378160000013 40.300545846000013 41.489621506400006 0.40437412050000004 49.960114208400007 0.54450465555000005 0.34515433670000012 0.34503457980000002 40.621691032550004 0.47787491390000009 0.47604862130000009 0.34524415440000006 0.35696536035000009
decision_type=2 2 2 2 2 2 2 2 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 18 -3 -4 5 9 8 -8 -6 10 15 13 14 -12 22 16 23 -18 20 -20 -2 -21 -11 24 -1 -26 -27 29 -29 -25
right_child=1 2 3 -5 6 -7 7 -9 -10 12 11 -13 -14 -15 -16 -17 17 -19 19 21 -22 -23 -24 27 25 26 -28 28 -30 -31
leaf_value=0.00018514253395519507 0.0010522823186449215 -0.0036033776233260883 0.001154245568599208 -1.4059764367332607e-05 -2.8211256662943966e-06 0.0013502169451914546 -0.0026235101338179423 0.00083961994887069903 0.0015859930014078571 7.2800403017247851e-05 -0.00099550340781265475 -0.002362372746917338 0.0019371825082159211 0.00037453045561965662 -0.00042952549791324822 0.0015270749520464124 -0.0024805488451606905 0.00021914748744005571 0.00092757724868537087 -0.0022531610646615938 -0.0022749731979271022 0.00010166055920569402 0.0015109510294835967 -0.0021801044470204593 0.0016548534062149388 -0.00011361369750411173 -0.0044193023827303638 0.0016187534817094186 0.00036983293679752682 0.00025929089969209862
leaf_weight=48.160311026149429 1.7931612432003046 1.0443767085671414 8.9969746274873597 66.396296608523699 125.04538990522269 6.989349413663148 2.4608267851872361 1.5816716104745863 4.3758573271334162 5.043979458510881 8.627581951208418 4.2601945530623189 5.7318257149308911 12.284186115488408 7.2667417507618657 3.8330676294863215 2.5078585073351851 2.7942046634852886 5.7695996910333616 4.1562560417223722 5.7993288575671613 1.3899407712742684 6.0026130005717278 2.1135497782961461 1.379081609105923 1.9357489012181761 1.9431428313255308 8.1920578032731992 123.69231656566262 1.6996821255888788
leaf_count=420 6 8 38 1393 1206 27 108 7 15 26 90 43 20 76 32 14 48 24 20 80 105 28 17 53 9 62 15 25 582 36
internal_value=0.000128809 -9.95339e-05 7.44125e-05 0.000125359 0.000184932 0.000276195 1.09341e-05 -0.00126852 5.08982e-05 0.000245861 0.000194356 -0.000558246 0.000724437 -0.000190705 0.000344864 0.000289914 0.000265522 -0.0010578 -0.00080272 -0.000342147 -0.00148916 -0.00166302 0.000854278 0.000302623 4.47681e-05 -0.00124099 -0.00227056 0.000404129 0.00044741 -0.00109279
internal_weight=483.267 95.3459 76.4376 75.3933 387.921 254.457 133.464 4.0425 129.421 247.468 223.423 25.172 24.0452 20.9118 18.3133 198.251 194.418 5.30206 18.9083 11.3158 7.59249 5.5462 11.0466 189.116 53.4183 5.25797 3.87889 135.698 131.884 3.81323
internal_count=4633 1678 1439 1431 2955 1619 1336 115 1221 1592 1497 209 95 166 75 1288 1274 72 239 128 111 108 43 1202 506 86 77 696 607 89
is_linear=0
shrinkage=0.00192234


Tree=583
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 1 1 1 0 1 2 2 1 1 2 0 1 2 2 1 2 1 0 1 2 0 0 1 2 2
split_gain=0.323026 1.62894 1.02435 1.30598 0.782681 0.921708 1.8781 0.802274 4.11185 2.11727 1.18402 4.53215 0.940989 2.47268 3.70067 4.66675 2.4356 2.64185 2.43363 3.60805 2.12913 3.24375 3.3176 2.71203 1.28381 1.43892 2.95638 0.92774 0.918219 1.73715
threshold=42.081757894750005 42.027798546600003 0.57927906350000014 0.47447681205000009 0.56974342085000018 0.43929822460000006 0.44512140355000007 0.3584174126500001 0.49194634890000005 0.36476452800000009 41.835830569250014 41.600558339100012 0.34515433670000012 0.34503457980000002 40.621691032550004 0.47787491390000009 0.34524415440000006 40.250747516500006 39.427119987250002 0.3459626957000001 40.574766824850009 0.34560342505000002 0.48119816770000007 0.34548366815000003 41.600558339100012 0.47943175355000006 0.47847369840000004 0.3447651268000001 41.542492784600007 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 2 4 -4 7 -6 -7 8 12 -9 11 28 13 24 -15 -16 -14 18 19 -18 -19 23 -23 -22 25 26 -1 -27 29 -11
right_child=-2 -3 3 -5 5 6 -8 9 -10 10 -12 -13 16 14 15 -17 17 20 -20 -21 21 22 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.0021671160105942249 -0.0008651145096073517 0.023281352941648327 -0.045689971236428602 0.001197263854218399 0.033892607242490304 -0.035939840143016703 0.020106643695971139 -0.028381165432238259 0.041045343517262765 0.00098392465494064052 0.021636058586714524 -0.051822609399811759 0.027995336418258583 0.033565849836769183 -0.0032555282087329252 -0.10152316935563041 0.049389287541507634 0.031059497795815655 -0.035253063633180821 -0.023784032154567217 0.00082795088969709598 0.033467530148855423 -0.0020252325043351471 -0.040453386853827419 -0.028820352850159797 0.0046904582094968936 -0.042760169435423698 0.028264404489469021 0.022344003949017449 -0.02288864390558077
leaf_weight=23.605045298201734 151.7353452683019 6.4368375103513236 2.0001064817333818 2.5747968306059192 2.9966321941465122 1.5939449686557052 3.9172388928418513 5.2180563267320386 5.3426063731312743 115.46997230639681 4.5794699247926465 3.2272354932501903 7.9458460658788672 1.2238685898773827 1.7784683015197518 1.8878126591444013 2.1064513939199951 6.1006190606858572 6.061167279491201 3.242301297839731 8.6076967706903798 9.1458892002701777 10.983194429427384 4.641763135790824 2.6164180367486543 7.5742818713188154 3.1451977640390387 5.4319866448640823 3.5194320976734152 6.0801048194989553
leaf_count=304 2058 36 180 422 22 14 47 56 46 777 33 36 38 9 62 15 11 24 34 42 52 44 52 28 39 32 27 18 20 55
internal_value=0.000740922 0.00164666 0.00111639 -0.0193014 0.00147838 0.014462 0.00389688 0.00103571 0.00378331 -0.00118158 -0.000113455 -0.00088979 0.00190697 -0.00266695 -0.0319758 -0.0538547 0.00558127 0.00208153 -0.0163677 0.00503316 0.00741355 0.00309176 0.0141013 -0.0136344 0.000715511 0.0026593 -0.00311527 0.014536 0.000424457 -0.000210215
internal_weight=420.79 269.054 262.618 4.5749 258.043 8.50782 5.51118 249.535 111.441 138.094 132.876 128.297 106.098 47.2631 4.89015 3.66628 58.8349 50.8891 11.4099 5.34875 39.4792 33.3785 20.1291 13.2495 42.3729 39.7565 26.7502 13.0063 125.07 121.55
internal_count=4633 2575 2539 602 1937 83 61 1854 877 977 921 888 831 506 86 77 325 287 87 53 200 176 96 80 420 381 331 50 852 832
is_linear=0
shrinkage=0.0435304


Tree=584
num_leaves=31
num_cat=0
split_feature=0 1 0 0 2 1 1 2 1 0 2 0 0 2 1 0 2 2 2 2 1 1 0 1 0 0 1 2 2 1
split_gain=2.16459 2.52541 3.07353 3.20451 1.87417 3.01467 2.12107 2.82597 3.46666 1.8341 2.56847 1.74538 2.01091 1.93481 2.93125 2.88225 2.42406 3.07393 2.53043 1.9525 1.91396 1.56507 1.91089 1.49611 1.94864 1.96368 4.43155 1.76093 2.04054 1.38648
threshold=0.5485614203000001 0.43540612555000008 0.55348642255000013 0.55980359870000018 44.202975721700007 0.41861022125000008 0.41461333495000008 47.74983977685001 0.3584174126500001 0.47774018740000007 44.749265482150008 0.47938684470000009 0.47961138885000004 41.873095646600007 0.36042334060000009 0.47774018740000007 43.847983878700006 42.759119507950011 42.431220712750012 41.741384785950011 0.34458549145000011 0.34626208795000007 0.47500074850000013 0.34536391125000004 0.47847369840000004 0.47736594710000008 0.34512439750000007 41.16018805045001 40.467253020850002 0.34560342505000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 11 6 7 8 9 10 -6 13 -13 19 15 16 17 18 21 23 -19 22 -15 24 25 26 -1 28 29 -25
right_child=1 2 3 -5 5 -7 -8 -9 -10 -11 -12 12 -14 14 -16 -17 -18 20 -20 -21 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=1.7994068860420951e-06 -0.00078816532447369397 -0.0033820795937132709 0.0011638826149702299 -7.7259714882873195e-05 -0.0025852935247402987 -0.0024397629393792994 0.0020946581369889533 0.00029810706482704384 -0.0018898650203416124 0.0010590621258858397 0.00024773376885633801 0.0012703388737145777 0.00028992181002777441 -0.0001040070551981065 0.0014950037544745759 -0.0019155236669928227 0.0013642233236841885 -0.00021514340587561434 0.00084808927764811425 0.0014306774808120948 -0.0025180448387100238 0.00075007786917350718 -0.0030102705686650124 0.002143091428035196 -0.0013261539624821047 0.00070633381168539063 -0.0029647518153669786 0.0017862561915876042 -0.0011796228520848215 0.00012088071448017414
leaf_weight=22.508345524373002 18.237998864147812 1.0088905449956644 9.0061433771625143 71.44490627675259 1.890751545317469 2.1950260982848695 1.6546787843108166 20.798030468868092 6.568398969480767 3.6340997070074081 3.5226221759803593 8.3059511110186559 254.28046991536394 1.5664977657143153 2.7706036458257577 5.3007115535438052 2.9112244497518978 2.155974823748692 6.3875852831406519 4.5976940596010527 3.8928802227601409 1.3732181545346973 1.9557794407010076 2.0819512158632261 4.3172225579619399 12.286883398890494 2.1182254069135515 3.9108361210674039 2.7813439173623919 3.4864038430387154
leaf_count=301 239 8 38 1393 28 92 6 126 223 12 56 40 1417 35 30 53 40 64 48 19 77 9 29 5 32 40 86 15 17 55
internal_value=0.000129152 -0.000128633 1.90294e-05 6.16807e-05 0.000195178 -0.000205383 -7.65487e-05 -0.00017521 -0.000805599 -1.84292e-05 -0.000741769 0.000241391 0.000320934 -3.43505e-07 -0.000420612 -0.000628388 -0.000291349 -0.000569433 3.51775e-05 0.000204509 -0.00169723 -0.0010255 -0.00171774 9.91172e-05 -7.97021e-05 6.6077e-05 -0.000253365 0.000700464 0.000191901 0.000876965
internal_weight=488.951 99.6979 81.4599 80.451 389.253 40.2636 38.0686 36.4139 15.6159 9.04747 5.41337 348.99 262.586 86.4034 28.3145 25.5439 20.2432 17.3319 11.2831 58.0889 6.04886 4.8955 3.52228 53.4912 41.2307 36.9135 24.6266 12.2605 8.3497 5.56836
internal_count=4633 1678 1439 1431 2955 543 451 445 319 96 84 2412 1457 955 385 355 302 262 121 570 141 73 64 551 459 427 387 92 77 60
is_linear=0
shrinkage=0.00196078


Tree=585
num_leaves=31
num_cat=0
split_feature=1 2 2 0 0 0 1 0 2 0 0 1 1 1 2 0 2 1 2 1 0 0 0 1 1 2 0 0 1 0
split_gain=0.376039 0.346916 0.508551 0.297484 1.09309 1.03939 0.777132 1.81269 1.15716 1.12169 1.09897 0.955703 1.86064 1.20191 1.16998 3.61827 2.47739 1.79926 1.96195 2.5295 1.72856 3.77651 1.49963 1.14395 2.51397 2.10535 0.950845 0.676706 0.56755 0.371387
threshold=0.50634711535000021 48.109449608500007 48.914776625700007 0.47721625100000004 0.47709649410000005 0.47757552170000012 0.34512439750000007 0.47943175355000006 40.621691032550004 0.48389269780000005 0.48185683060000012 0.35585760905000008 0.35210023650000005 0.35799826355000003 41.976795488650005 0.48001556840000009 42.759119507950011 0.34524415440000006 40.250747516500006 0.34608245260000009 0.48185683060000012 0.48458129995000004 0.47938684470000009 0.3459626957000001 0.34575312120000007 42.982930821650008 0.48265022005000008 0.48458129995000004 0.34708541665000009 0.47550971530000002
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 -5 7 8 -7 10 -9 12 14 -13 17 16 -16 -8 -19 20 22 -22 -20 24 25 -17 -21 -15 -25 -1
right_child=1 2 -4 5 -6 6 11 9 -10 -11 -12 13 -14 27 15 23 -18 18 19 26 21 -23 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.001368574666126918 -0.046776209627295978 0.010614612964769276 -0.04755709621820204 0.016657577970034747 -0.030203606310519895 -0.010367114175242153 0.031811448940885778 -0.0032456701977921186 -0.044818273659467868 -0.017958524573604973 0.022420250048613293 -0.030144822629891332 0.031185648461917816 0.027906040690091106 -0.061019737993811413 -0.016114714751276429 -0.0098341507145728712 -0.015197019518729262 -0.0066802126431851601 0.05047118440973631 -0.034579655581215681 0.024635349219750035 0.024394098784114578 -0.017785048476893595 0.042293271732504419 0.020445829944667027 0.019877637839384392 0.00012567258275584137 0.0021638657639459092 -0.0074775289815940116
leaf_weight=41.984484287677333 0.64502400189303388 1.0932586099952457 0.45382466790033493 9.2389896810054761 2.8292802833020678 5.2997516617178935 6.2708114869892588 8.213005371391775 3.4251015689224005 4.7634943798184386 6.2839630618691436 2.7906917911022893 5.6651448085904113 1.8869908950291563 3.1431802343577129 6.4811571910977417 5.6359622478485107 8.0627027377486211 5.378367796540263 3.2125099003314954 6.2386882826685888 3.6389231011271477 8.6347991377115232 4.7092482075095168 4.6341671645641318 6.9819952696561813 6.6668616682291031 223.03661816602835 8.6031038574874383 13.347371163778005
leaf_count=820 468 15 71 38 17 32 24 35 27 26 22 22 39 12 42 41 34 40 22 23 34 22 30 21 63 27 41 2341 41 143
internal_value=0.000767093 -0.0183156 -0.0064496 0.000867394 -0.00219736 0.00136405 0.000959954 -0.00642352 -0.0238916 0.00148937 0.00787967 0.00160231 0.00552223 -1.50929e-05 0.00387558 -0.00194219 -0.02816 0.00873612 0.00527709 0.0101653 0.00203526 -0.0127648 0.0124675 0.00538581 0.0129469 0.0028456 0.0298258 0.000358735 -0.00489307 -0.000765318
internal_weight=419.249 2.19211 1.54708 417.057 58.1611 358.896 349.657 27.9853 8.72485 19.2605 14.497 321.672 93.9576 227.714 88.2925 40.1888 8.77914 48.1037 41.8329 33.7701 23.8908 9.87761 14.0132 31.4097 18.0973 13.4632 9.87937 224.924 13.3124 55.3319
internal_count=4633 554 86 4079 980 3099 3061 142 59 83 57 2919 544 2375 505 269 76 236 212 172 108 56 52 193 131 68 64 2353 62 963
is_linear=0
shrinkage=0.0461948


Tree=586
num_leaves=31
num_cat=0
split_feature=0 0 0 1 2 2 0 2 1 2 1 1 2 2 0 2 2 2 0 1 1 1 2 2 0 0 2 0 0 0
split_gain=0.357307 0.63934 0.294974 1.28293 1.33638 1.25548 1.12354 1.16695 1.019 0.958301 0.938969 1.59295 2.66224 1.11515 1.29142 0.650121 3.55602 2.04522 2.1546 1.61209 0.613196 2.73055 2.3386 1.08747 2.06774 2.39045 1.86173 1.80557 1.79762 2.23521
threshold=0.39587138110000003 0.3733870243500001 0.54504356155000011 0.43540612555000008 42.081757894750005 49.960114208400007 0.54353163080000011 40.330620469300008 0.43593006200000012 36.772607578000013 0.42307116555000007 0.41997245590000004 38.110427674550003 40.300545846000013 0.5485614203000001 39.476991512000005 40.00488309970001 39.262923716450011 0.56915960600000015 0.49146732130000009 0.39563186730000005 0.39814676205000005 36.558960102350007 41.972095654800007 0.54191491270000014 0.53499895210000015 44.202975721700007 0.5218855723000001 0.53312775065000018 0.53146612375000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -6 20 -8 -5 -10 11 12 -4 14 -12 17 -17 18 -11 -20 -2 22 -22 24 25 27 -25 -23 29 -28
right_child=2 -3 3 8 5 -7 7 -9 9 15 13 -13 -14 -15 -16 16 -18 -19 19 -21 21 23 -24 26 -26 -27 28 -29 -30 -31
leaf_value=0.0037207897240987033 0.001532221745425801 -0.04840774665901644 0.021928419750694712 0.036405518858173988 -0.046274084786824828 0.0050732090333239143 -0.0019196175415472814 0.024847724843698502 -0.043247171378333685 0.012282704967216508 0.0095362002550752872 0.022260847929610663 -0.038059443036925378 -0.0032798294906704992 -0.046122950554903994 -0.060926561843438976 0.0012902991193429517 0.044480283015766967 -0.051976440788660948 0.024276156725842903 0.01423997773480265 0.011911594339841231 -0.046463738995741313 0.015748876157211322 -0.036522314898767422 0.0067916575843423796 -0.042828330070798747 -0.049429945278862443 -0.053150438423992516 0.026846418418715257
leaf_weight=0.92348684277385362 273.38308016510564 0.69292551308171824 2.2238199571147614 1.3827858516015101 2.7953490266809236 1.1231667578686026 4.625850807875393 6.7238503899425268 0.82003660547888912 7.8255566135048849 0.94128270819783066 4.3273960091173649 2.8276109434664249 5.9869769439101219 2.7525580106303096 1.5985552287966118 46.772927728154173 2.3203873727470627 1.7838902203366163 0.63171905968920317 1.4451041854917992 1.1813417454250221 4.0904770386405289 12.956491369288416 3.1904043667018405 14.528482144698499 1.2032592225878027 2.5507372869178653 1.4068868397735057 2.1753783077001572
leaf_count=18 2117 170 26 7 80 28 22 34 281 37 4 18 29 29 72 56 905 11 74 73 12 21 179 70 17 61 112 42 20 8
internal_value=0.000622635 -0.0186257 0.000697503 -0.00144009 -0.0097393 -0.0315564 0.00125622 0.013938 0.00158039 0.00080058 -0.00525388 0.00399614 -0.0116506 -0.0142153 -0.0319396 0.00139337 -0.000765811 0.00970787 0.00182933 -0.0320352 0.000803757 -0.00364866 -0.0306166 0.00016027 -0.00605379 -0.000730463 0.00767337 -0.0300131 -0.0141905 0.00203263
internal_weight=417.192 1.61641 415.575 86.114 22.9782 3.91852 329.461 11.3497 63.1359 61.7531 19.0596 9.37883 5.05143 9.68082 3.69384 60.933 48.3715 12.5616 10.2412 2.41561 318.112 44.7286 5.53558 39.193 21.451 18.2606 17.742 3.73208 4.78552 3.37864
internal_count=4633 188 4445 1730 286 108 2715 56 1444 1437 178 73 55 105 76 1156 961 195 184 147 2659 542 191 351 141 124 210 63 140 120
is_linear=0
shrinkage=0.0410197


Tree=587
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 2 1 1 0 1 2 1 2 1 1 1 1 1 0 2 2 2 1 0 2 2 0 2 2 2
split_gain=0.286424 0.441133 0.619124 0.450743 0.664061 0.471589 0.39204 0.593014 0.358475 1.28147 1.18295 0.721508 1.07186 0.573465 1.09872 0.888824 0.689452 0.668637 1.81178 1.70588 0.667542 1.25682 0.663311 1.04378 2.86348 1.08198 0.884652 1.6586 4.02814 2.58636
threshold=0.63013083440000017 0.66011496660000013 0.66977036620000019 40.806664626150003 0.51869704500000013 40.722669576350008 0.57854555250000017 0.58454836680000011 0.60710757165000018 0.45824975300000009 44.749265482150008 0.46280051495000007 37.500638522700008 0.46551001470000003 0.48616807880000007 0.4830394299500001 0.46280051495000007 0.4529056016000001 0.58249753000000004 37.817254840650008 42.123054668150012 41.772405911750006 0.44618424600000006 0.57559653900000007 47.309807198350008 41.976795488650005 0.5485614203000001 40.00488309970001 41.444941515100005 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=8 3 -3 5 -5 -2 -4 -8 13 -10 11 -11 -13 16 15 20 17 22 19 -19 21 -15 26 25 -25 -24 -1 29 -29 -28
right_child=1 2 6 4 -6 -7 7 -9 9 10 -12 12 -14 14 -16 -17 -18 18 -20 -21 -22 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=0.0011145143765808169 -0.044448474459562702 0.023331473277468082 -0.045932553742815595 -0.047680072683223607 0.0083901929544287872 0.046950224556510628 0.033164298676562377 -0.044436818549700455 -0.052682831407551561 0.041141555774274696 0.03444810448566886 0.02532097261535585 -0.044614518297439822 -0.022444260323446954 -0.044805118214176605 0.01556885616650687 0.022208024767046863 0.012972836651759001 0.010687325119882157 -0.045923994850075617 -0.05041965841681266 0.053046555822471281 0.0048428907713637141 -0.049802109293186181 0.036304354499218212 0.029199460801696449 -0.0040434249859456952 0.018386970800825245 -0.01629546259062534 -0.053031877891995774
leaf_weight=338.34191086608917 0.15124495036434327 1.2488069055107192 0.52341600270665345 1.3247992404212707 0.51293150201672677 0.28513917326927185 0.42543255537748337 0.28983627220077324 0.5000955806899573 0.43882301822304759 2.9815997660625726 0.60276285166037258 1.0553476107306776 1.8224767552601404 1.3785309885133754 2.4843407873995602 2.6042760908603659 1.1884495170088474 3.5442977921338752 3.1235494953580201 0.81848871335387219 0.48983913660049427 8.6863403823226708 1.6387084233574563 1.1509510062169281 5.0484536159783593 4.9653463627910259 10.692173115909101 12.977878544596022 3.0427471846342087
leaf_count=2940 89 43 115 47 60 1 7 101 26 3 34 35 149 102 147 20 9 17 48 118 20 1 35 43 18 28 115 50 171 41
internal_value=0.000568498 -0.00963409 0.0025425 -0.0229532 -0.0320302 0.0152726 -0.0184164 0.00171931 0.000687109 0.0112208 0.0175135 -0.0065655 -0.0191913 0.000541655 -0.0113352 -0.00311825 0.000750878 0.000609194 -0.0114748 -0.0296912 -0.0179468 -0.00645235 0.000854794 0.00905643 -0.0142765 0.0137956 0.000488523 -0.00619744 -0.000628806 -0.022657
internal_weight=414.339 4.76161 2.48749 2.27411 1.83773 0.436384 1.23868 0.715269 409.577 5.57863 5.07853 2.09693 1.65811 403.999 6.99368 5.61515 397.005 394.401 7.8563 4.312 3.1308 2.31232 386.545 16.5245 2.78966 13.7348 370.02 31.6781 23.6701 8.00809
internal_count=4633 463 266 197 107 90 223 108 4170 247 221 187 184 3923 290 143 3633 3624 183 135 123 103 3441 124 61 63 3317 377 221 156
is_linear=0
shrinkage=0.0418401


Tree=588
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 2 2 1 1 0 1 1 2 0 1 2 2 1 0 0 0 1 1 0 0 1 2 0 2
split_gain=1.50695 2.9575 2.02617 2.3104 2.24218 1.48008 3.36398 1.79267 1.62445 4.01582 1.36207 1.75089 2.64917 2.38516 2.94863 1.45118 1.68443 1.56592 1.39739 3.23203 2.01414 2.99219 1.52755 3.12951 2.64281 2.11609 1.49025 2.43588 1.30797 2.05239
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 44.279556297950009 47.927946529500012 44.202975721700007 43.968221017800005 42.654057868200006 0.39431454150000006 0.39563186730000005 0.54504356155000011 0.4172030777500001 0.40651477500000005 40.636252116050009 0.54284302865000023 0.43540612555000008 42.081757894750005 49.960114208400007 0.4529056016000001 0.56065686655000013 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 0.56915960600000015 0.44922307715000004 40.94178426300001 0.56300709560000006 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=2 5 -1 -4 -5 6 7 8 -2 -10 11 12 -3 -13 -15 16 -12 -18 20 -20 -17 -22 23 24 -23 -25 27 -27 -21 -30
right_child=1 10 3 4 -6 -7 -8 -9 9 -11 15 13 -14 14 -16 18 17 -19 19 28 21 22 -24 25 -26 26 -28 -29 29 -31
leaf_value=-1.8163298167205748e-05 -0.0012953554325866995 0.00024216390431286007 0.00036223434401171849 -0.0015433431972820793 0.00043274979517811678 -0.0020596122534485362 0.001723179655687763 -0.0022553573394265896 0.0013530372770686457 -0.0010646575857742369 -0.00021547309577011931 6.5426223011674835e-05 -0.0014172894144756966 0.00018773418281380319 0.0019317989361611644 0.0010915935333048552 -0.0022454747440521072 0.00015204181930288861 -0.0038111338884757751 0.0012513475228097526 -0.0016216620167922638 -0.00015887843283480656 0.0011029589998692681 0.0010420595495548969 0.0021268973231041788 5.1710756305426887e-05 0.00020698150002471178 -0.0024957020222891348 -0.00064198742885408896 0.00031972192719404352
leaf_weight=104.90926446556114 6.5034678298980131 21.463840438053015 194.20557248778641 4.9271557442843896 3.9995470158755779 2.5664709397824472 2.3665217086672774 2.63703020941466 4.5311534181237203 6.3332891883328557 19.488083217293028 13.760626226663591 4.4686454571783534 6.4771113079041234 8.7776714414358121 10.050035048276184 3.3775072298012665 1.5181821561418472 0.92624883400276203 2.5529195442795745 3.5193987190723446 3.9359866734594169 6.8002287019044152 2.250475861132144 3.8440016442909837 2.2342957798391563 2.4543167168740183 4.0757895396091044 18.703520645576646 15.687492767814545
leaf_count=1148 91 116 934 63 25 185 11 68 16 108 173 57 28 34 29 35 75 28 16 13 19 24 25 8 20 40 36 70 887 251
internal_value=0.000119641 -2.21904e-05 0.000203119 0.000317401 -0.000657968 -0.00064928 -0.000487486 -0.000749001 -0.000520285 -5.63273e-05 7.78204e-05 0.000326443 -4.37905e-05 0.00065734 0.00119128 -5.6882e-05 -0.000473776 -0.00150199 7.50773e-05 -0.000193484 0.000334762 7.35119e-05 0.000306603 1.84711e-05 0.000970497 -0.00065396 -0.00108945 -0.00159371 -0.000102783 -0.000203303
internal_weight=489.346 181.304 308.042 203.132 8.9267 24.9379 22.3715 20.0049 17.3679 10.8644 156.366 54.9479 25.9325 29.0154 15.2548 101.418 24.3838 4.89569 77.0347 37.8702 39.1645 29.1145 25.5951 18.7949 7.77999 11.0149 8.7644 6.31009 36.9439 34.391
internal_count=4633 2463 2170 1022 88 479 294 283 215 124 1984 264 144 120 63 1720 276 103 1444 1167 277 242 223 198 44 154 146 110 1151 1138
is_linear=0
shrinkage=0.00196078


Tree=589
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 0 1 2 1 0 1 1 0 2 0 1 1 2 0 2 0 0 0 2 2 0 2 0 1 1
split_gain=0.308329 0.589443 0.277213 0.451852 0.686553 0.561146 1.05687 1.26245 0.770763 0.47212 1.0199 0.394528 0.534271 1.8998 1.22482 0.614361 0.640615 0.451851 0.777634 0.4518 2.0964 0.477433 0.418154 0.840162 0.358536 1.47919 1.22163 1.26931 0.887722 0.83779
threshold=0.39587138110000003 0.3733870243500001 49.292797572200008 49.960114208400007 0.3972336157500001 0.47648274005000008 0.39670967935000007 50.189067467950004 0.48522499325000007 0.58035687555000015 0.4995808509000001 0.31100865245000009 0.42615490555000007 48.914776625700007 0.39614083410000006 0.31118828780000007 0.32737043805000005 48.823707093150006 0.51809826055000008 49.064150740050003 0.39614083410000006 0.39950899675000007 0.41160444300000004 35.771221912400001 45.700098835450007 0.54191491270000014 47.74983977685001 0.58984760935000013 0.45824975300000009 0.49585341755000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 11 4 -4 -5 -7 -8 -9 -10 -11 19 13 14 -13 -16 22 24 -19 20 -2 -22 -17 -24 -14 -26 27 -27 -29 -30
right_child=2 -3 3 5 -6 6 7 8 9 10 -12 12 17 -15 15 16 -18 18 -20 -21 21 -23 23 -25 25 26 -28 28 29 -31
leaf_value=0.0040742071344805099 0.058484806290154651 -0.059420493412689721 -0.0041216159998809987 0.059985874365281772 -0.056651280254521381 -0.062726889699658797 0.055660251133745689 -0.054825416328039188 0.029512707615882806 -0.068707509707071984 0.010636187361364988 0.059774994816122515 0.0010989388989112272 -0.075439778905120047 -0.059047953221840734 0.019202396446212185 -0.052647263635263772 0.032113091180433685 -0.0025790711389896883 0.036153105546793442 -0.070201881605371441 -0.0093479453516894118 0.027292958144030918 -0.055517234617474508 -0.027537476090007482 -0.060201442958358074 0.024573108600008477 0.037919191080758953 -0.067930850255483205 0.011839977048894968
leaf_weight=0.93129969108849653 0.98390364646911566 0.64285492824274115 1.5754527412354931 0.37430566549301136 1.0985060232924295 0.70859976374777023 0.98067521455232043 0.7690150617854673 1.0771103650331499 0.59136511082761023 1.4665184651967136 0.73620474338531394 372.15133597412023 1.0820086561143396 0.60385387856513251 2.0488553270697603 0.59273741104698263 3.2422211468219748 3.4898554643150419 1.7666233181953428 0.66544376779347636 0.67611973197199404 0.58390647172927834 0.70168870780616999 5.5735964057967058 1.1283966309856608 4.444703072309494 1.1518541872501376 0.6022478789091108 0.79400917573366314
leaf_count=18 3 170 10 1 51 28 11 98 16 38 60 2 3539 10 14 7 133 10 38 10 11 34 3 47 150 24 46 5 10 36
internal_value=0.000673548 -0.0218558 0.000759699 -0.00827883 -0.0257017 -0.00047201 -0.00451789 0.00392624 -0.00906919 0.00215483 -0.0121645 0.000953503 0.000791883 -0.0138849 -0.00124013 -0.0111539 -0.00378957 0.00102925 0.0141289 0.0167095 0.0019384 -0.0395328 0.00489545 -0.0179055 0.000800695 -0.00730397 0.0065823 -0.0151676 0.004775 -0.0225676
internal_weight=413.235 1.57415 411.661 8.64155 2.67396 5.96759 5.59328 4.88468 3.90401 3.13499 2.05788 403.02 398.927 6.34926 5.26725 4.53104 3.92719 392.578 6.73208 4.09209 2.32547 1.34156 3.33445 1.2856 385.846 13.6948 8.12121 3.67651 2.54811 1.39626
internal_count=4633 188 4445 313 61 252 251 223 212 114 98 4132 4074 216 206 204 190 3858 48 58 48 45 57 50 3810 271 121 75 51 46
is_linear=0
shrinkage=0.0510028


Tree=590
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 2 2 1 0 2 1 2 2 0 1 2 0 2 0 2 0 0 0 2 1 1 1 1 0 1
split_gain=2.02609 3.24942 2.90699 4.85126 2.50772 4.25235 5.25527 2.23503 3.87728 2.00434 1.7643 5.21804 2.20254 3.20272 3.5019 2.69945 1.66201 1.91095 3.04878 2.38867 2.06563 1.62772 2.2339 1.85619 1.7237 1.68508 3.31498 3.13301 1.54909 1.57537
threshold=0.37227927305000003 0.47880302985000006 0.5116313883000001 0.50291907430000016 0.37977904855000005 37.892416320650007 46.867079205500012 0.38512319990000005 0.5116313883000001 44.026978245600006 0.3584174126500001 38.238138001450004 41.257948413050009 0.48458129995000004 0.34554354660000003 41.32819714970001 0.47847369840000004 41.873095646600007 0.47787491390000009 41.741384785950011 0.47774018740000007 0.47568935060000012 0.47673722340000008 42.783136484500005 0.3453339720000001 0.34007963835000005 0.32012514595000008 0.3447651268000001 0.47736594710000008 0.34536391125000004
decision_type=2 2 2 2 2 2 2 2 2 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 9 5 -2 -7 -6 -9 10 12 -12 13 14 -3 -14 17 19 20 28 21 25 -23 -24 -25 26 -19 -27 29 -1
right_child=4 2 -4 -5 7 6 -8 8 -10 -11 11 -13 15 -15 -16 -17 -18 18 -20 -21 -22 22 23 24 -26 27 -28 -29 -30 -31
leaf_value=-0.00025286565147338827 0.0009954768221230642 0.00088847908761630707 -0.0011856745396440084 0.0015151301884214667 0.00089243114550737249 -0.0022731520032295729 0.0010585430106936219 -0.0023147225483495515 4.6337403536681047e-05 -0.00099359154724032277 0.00052700624770791364 -0.0017831623242232037 -0.0012940908975131579 0.0015156460910727557 -0.00054734578862557183 0.00036766701604108341 -0.0010390466937117088 1.350245527457588e-06 -0.0024674427861059427 0.0017435430454139738 0.0013901096215702716 -0.0023249483591560533 0.00045208878679172895 0.00012584641595952471 -0.0018764182029640806 0.0017418676150294579 -0.0024581901980654831 -0.00025633124273219393 0.00068667540961016521 0.00094311708460966166
leaf_weight=25.274966690281875 3.542230747640132 20.320471189916137 3.9769133394584051 15.049647714942692 11.354641454294322 7.2588203828781825 2.3051299452781677 2.6037436909973612 199.68787273408088 3.8974190875887862 11.968014638870956 5.1755775772035113 3.8200668916106215 15.910037364810703 9.0828647911548597 66.458702340722084 5.4222636194899669 13.994421357696416 2.1292194910347453 3.9986164837609968 3.1414745897054663 2.6964967129752031 5.3624883666634542 2.6597048714756966 3.9461278393864632 5.0623392015695554 2.3676391793414941 6.7873133667744696 15.558931179344652 4.8511559293838209
leaf_count=387 14 71 40 63 48 70 15 72 2511 23 48 36 22 84 39 333 44 223 27 16 10 61 26 15 33 15 43 134 52 58
internal_value=0.000145135 0.000261331 0.000436726 0.000479264 1.24594e-05 -0.000803752 -0.00147014 6.253e-05 1.59476e-05 0.000365167 0.000405063 -0.000170424 0.000490414 0.00082088 0.000444944 0.000277341 -3.08794e-06 5.43299e-05 -0.000218592 0.000318812 -0.000114539 -0.000224782 -0.000744282 -0.000388154 -0.00107025 4.52618e-05 -0.000354553 0.000597328 0.000194111 -6.02787e-05
internal_weight=485.665 258.913 155.66 151.683 226.752 13.1062 9.56395 213.646 202.292 136.633 132.736 17.1436 115.592 45.3134 29.4033 70.2788 103.253 97.8309 48.1472 49.6837 46.018 42.8765 14.6648 11.9683 6.60583 28.2117 16.3621 11.8497 45.6851 30.1261
internal_count=4633 1903 759 719 2730 99 85 2631 2583 656 633 84 549 194 110 355 1144 1100 587 513 560 550 135 74 48 415 266 149 497 445
is_linear=0
shrinkage=0.00192234


Tree=591
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 1 1 0 0 2 2 2 1 1 2 2 2 2 2 1 1 1 0 1 2 2 2 2 0
split_gain=0.281678 0.388317 0.349019 0.41276 0.417532 0.554335 0.463935 0.300802 0.571097 0.297803 0.602251 0.832847 0.649295 0.536124 1.00528 0.79308 0.711395 0.751964 0.684133 1.24161 0.594463 0.597333 1.19764 0.56521 0.649019 0.752519 1.30312 0.612867 1.98167 1.32261
threshold=0.63013083440000017 0.47634801355000006 0.68131193680000013 0.66011496660000013 0.48250052395000009 0.51869704500000013 0.5225142959500001 0.50634711535000021 0.67668632675000018 0.60710757165000018 43.477771593600004 37.500638522700008 48.823707093150006 0.46551001470000003 0.48616807880000007 49.960114208400007 42.620627117000005 41.772405911750006 39.032633164100012 38.911218973650008 0.46280051495000007 0.45932756505000005 0.46097422230000007 0.58887458460000019 0.4529056016000001 37.817254840650008 42.620627117000005 44.578137159850009 44.749265482150008 0.55788748840000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 -3 -6 -7 -5 -9 13 11 -11 -12 20 15 16 17 18 19 -15 21 23 -23 24 27 -26 -27 -1 -29 -30
right_child=1 2 -4 7 5 6 -8 8 -10 10 12 -13 -14 14 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 25 26 -28 28 29 -31
leaf_value=0.0014910873082099011 -0.055452070711553426 0.029393488354142485 -0.051593733590794819 0.029646758168625741 -0.056540176686329782 0.045014677945030696 -0.051428047379668905 -0.059009569847370706 0.026918547013912806 0.027040557551042826 0.037249378563032939 -0.05220236273621575 -0.0054065470477126032 -0.056334359729653241 -0.053363422640751355 0.028955620416750323 -0.060904465211690073 0.021454952631853076 -0.054519673369478543 0.062211488681472193 0.025034219480438324 0.021167720587246214 -0.055163881514373576 0.020513792976123851 0.014783390178119832 -0.055449962893713865 0.015553158351896182 -0.066408841407736757 -0.0010865762449811687 -0.055105213994872372
leaf_weight=352.40925022543524 0.45652268019330122 0.34596535377204451 0.39381128666536813 1.176505380310118 0.8686323643196372 0.32825038209557533 0.2011242532171309 0.34099862150105753 0.44674418609429267 0.6052460902428709 2.5709913314785813 0.73349401835002936 1.3664056533016262 0.42189256116398555 1.2739684439657137 1.3656640648841856 0.70122243091464032 1.4588686153292654 1.00663162372075 0.46369165182113647 2.5303771644830695 0.84085516678169314 1.3218397860182447 3.6264950495678923 1.1767304097302247 1.9995073187164965 0.95492363348603237 1.2928695715381788 29.058429138298383 1.1792590976692725
leaf_count=2811 32 3 179 9 74 4 88 63 11 43 76 94 34 60 147 8 18 10 46 1 9 9 84 45 14 49 16 31 502 63
internal_value=0.000655095 -0.0117057 -0.00683709 -0.00208395 -0.0197886 -0.0319598 0.00837338 0.0136353 -0.0102781 0.00079308 0.0125956 -0.0163765 0.0224464 0.000638591 -0.0133965 -0.00399878 -0.0151047 -0.00552101 -0.0263191 0.00573621 0.000875534 0.000720325 -0.0254862 0.00086502 0.000681404 -0.019032 -0.0325005 0.000893519 -0.00578536 -0.00319328
internal_weight=412.917 4.55855 4.10203 3.70822 1.74397 1.39801 0.529375 1.96425 0.787743 408.359 5.27614 1.33874 3.9374 403.082 6.69194 5.41797 4.05231 3.35108 1.89222 0.885584 396.391 393.86 2.16269 391.697 388.071 4.13116 2.95443 383.94 31.5306 30.2377
internal_count=4633 463 431 252 169 166 92 83 74 4170 247 137 110 3923 290 143 135 117 107 61 3633 3624 93 3531 3486 79 65 3407 596 565
is_linear=0
shrinkage=0.0500028


Tree=592
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 0 2 2 2 2 1 1 0 1 2 2 2 0 1 2 1 0 1 2 2 1 1 0 1
split_gain=1.52376 2.22538 1.86163 1.98201 2.61992 2.39593 1.61122 2.60586 1.76494 5.86044 1.48366 1.32165 3.09879 1.24971 1.33878 1.25979 2.46201 1.5114 1.22521 1.6471 3.19862 2.30156 1.46921 2.00481 1.22109 1.89815 1.44302 1.28295 1.26641 1.20561
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 43.930205408700004 0.51017933595000009 0.35394149875000008 0.47847369840000004 40.518963363600001 42.759119507950011 43.477771593600004 42.686561923500008 0.39431454150000006 0.39563186730000005 0.52925062125000011 0.39736834230000012 44.202975721700007 43.968221017800005 40.371455563000005 0.47774018740000007 0.34527409360000011 48.109449608500007 0.34007963835000005 0.47076434840000009 0.3584174126500001 37.232443001650005 35.119813570500007 0.46280051495000007 0.43643902880000007 0.54504356155000011 0.43584024430000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 6 -4 5 -5 8 -8 10 -10 -1 -2 -13 14 -14 16 17 -16 19 21 22 -11 23 -21 25 27 -27 -3 -26 -30
right_child=1 24 3 4 -6 -7 7 -9 9 18 -12 12 13 -15 15 -17 -18 -19 -20 20 -22 -23 -24 -25 28 26 -28 -29 29 -31
leaf_value=0.00018563667462765548 -0.0012693822411135871 0.00059139450018622542 0.00036226887142956881 -0.00096253249962058827 -0.0018302421000783817 0.0011786030476446179 0.00015988655434644517 -0.002405719862093249 -0.0019914764694384771 -0.00016555544513209878 0.0016523534726505123 0.0010791341349940147 -0.0021206822918333258 -0.0020978166015026816 0.00012786862118475706 -0.0019664460670724086 0.00186622046035183 -0.0021987039528022618 0.0011666898524422104 0.0025677110263155984 0.0018991501591312957 0.0014059129537533157 -0.002493473280168156 -0.0020015401203055463 0.00036115047146510347 -0.0022743418182637502 0.00059349032822902026 -0.0019952838868005306 -0.00040567407621301883 0.0001039045759337928
leaf_weight=62.36858303664485 6.6666304826503646 4.0112433871254307 188.18540630117059 3.5345296347513777 3.422716666944325 3.9094934016466141 3.1998145356774321 2.5084843412041664 5.9157680976204565 14.408564209472397 2.5497793657705179 4.376747850328683 1.4969881605356912 2.1058197251986703 3.0576492114923894 1.1803223153692668 2.0419249553233385 1.4678597711026666 3.233992487192153 0.57399249076843151 1.0873085260391233 4.2977099344134322 2.8752348013222218 0.8404926685616374 48.085712625645101 2.8545346161117782 0.79724986937071651 0.82033781471545797 21.610002191504464 69.615025789593346
leaf_count=648 114 42 919 20 62 21 13 31 138 182 9 18 82 60 52 106 10 37 11 1 3 14 32 66 227 75 64 212 229 1135
internal_value=0.000130183 -1.25106e-05 0.000210354 0.000317077 -0.000465527 0.000161961 5.81439e-06 -0.000967557 6.24238e-05 -0.000290796 0.000243244 -0.000566155 -0.000268064 -0.000787541 -0.000489079 -0.000173827 0.000148349 -0.000626761 7.7499e-05 -6.87614e-05 -0.000988054 0.000195485 -0.00171987 -0.000147356 7.13782e-05 -0.00062282 -0.00164824 0.000152211 0.000113652 -1.68079e-05
internal_weight=473.1 170.188 302.912 199.052 10.8667 7.44402 103.86 5.7083 98.1514 33.2331 64.9184 22.3939 15.7273 11.3506 9.24474 7.74776 6.56743 4.52551 27.3173 24.0833 5.37703 18.7063 4.28972 1.41449 147.794 8.48337 3.65178 4.83158 139.311 91.225
internal_count=4633 2463 2170 1022 103 41 1148 44 1104 447 657 479 365 347 287 205 99 89 309 298 102 196 99 67 1984 393 139 254 1591 1364
is_linear=0
shrinkage=0.00188464


Tree=593
num_leaves=31
num_cat=0
split_feature=1 0 0 1 2 1 2 0 1 0 1 2 2 2 2 0 2 1 0 1 2 1 1 1 0 1 1 0 2 2
split_gain=1.34099 1.23407 2.34459 3.21375 2.22878 3.02827 2.12081 2.39245 5.07714 6.48059 2.41723 2.28885 2.04837 2.12513 1.88072 4.29155 5.40203 3.73795 2.31801 1.87452 4.24599 3.48039 3.43233 2.57202 2.19208 1.67121 1.51336 1.50257 2.13483 4.34799
threshold=0.50634711535000021 0.47721625100000004 0.50913146310000013 0.37977904855000005 37.765550062200006 0.36166581840000006 38.621016321050007 0.50291907430000016 0.35585760905000008 0.47976108500000009 0.37043801085000005 37.041406607950009 40.636252116050009 41.087689990200012 41.976795488650005 0.48001556840000009 44.026978245600006 0.34608245260000009 0.47757552170000012 0.34515433670000012 41.444941515100005 0.34545372890000009 0.34491482290000003 0.34560342505000002 0.47868327295000007 0.3453339720000001 0.38512319990000005 0.48389269780000005 43.157831852650006 42.670715716450012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 4 -4 -6 11 8 14 -10 -9 -3 -11 -14 17 16 25 18 -8 20 22 24 -20 -23 -21 -16 -5 -17 29 -29
right_child=-2 2 3 26 5 -7 7 10 9 12 -12 -13 13 -15 15 27 -18 -19 19 21 -22 23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.00010060157941086398 -0.0010625288243047281 0.00043799784566272878 0.00068891982496180348 0.00085927773372119879 0.00035211768928835181 -0.0020652843032870584 0.0014430967461858037 0.0016868765024438469 0.0015916610081175813 -0.0030498967230238438 -0.00012967079475757127 0.0016811445398452038 0.00094905342847379805 -0.0018296142634462783 -0.0029647582849444418 0.0006973605958396947 0.00091733269037378329 0.0013181495438050802 0.00068606775244889437 5.9454866327465552e-05 -0.0020073272946103159 -0.0010808380711514942 -0.0010536115719435334 0.00035510911054976996 0.0015510329639186297 -0.0011900777328614491 5.4730125949178082e-05 0.00018747117762614844 0.00077999327777208364 -0.0023797556519388669
leaf_weight=73.274080336326733 3.6321608814250785 16.75203596055508 2.5544060766696921 9.4401770010590536 2.7977878749370557 6.9201706005260348 5.9577394276857367 8.3451784327626211 2.7312917411327353 3.4255182323977333 4.2509319274686268 8.626372514292596 1.4183631129562853 4.1674723876640201 2.7660270240157825 21.254876136779785 4.465901715680956 16.179956533014774 13.415443375706678 5.5348829254508045 4.4037878513336173 6.9068806469440487 6.459773138165473 15.690008319914339 12.003191798925398 7.773410202935338 187.96787614637287 8.8063458390533942 7.3911946937441817 3.5624828338623038
leaf_count=980 554 73 11 41 14 90 16 40 9 31 30 35 7 62 26 126 16 83 49 20 24 34 36 55 47 65 1968 39 25 27
internal_value=0.000124353 0.000133424 0.000176084 3.26785e-05 -0.00094091 -0.00136932 0.000332459 0.000252164 0.000185094 -0.00105419 0.00107383 0.000860556 -0.00185613 -0.00112405 0.000287165 7.24107e-06 -0.000890006 0.000468345 0.000272957 0.000164729 -0.000265333 0.000424888 0.000120643 -8.37971e-05 0.0010803 -0.00165583 9.32041e-05 0.0003355 -5.37358e-05 -0.000551944
internal_weight=478.876 475.244 401.969 209.68 12.2724 9.71796 192.289 166.911 154.315 11.7426 12.5961 25.3784 9.01135 5.58584 142.572 56.0202 15.0053 86.5517 70.3717 64.414 24.279 40.135 19.8752 22.5969 17.5381 10.5394 197.408 41.0149 19.76 12.3688
internal_count=4633 4079 3099 2124 115 104 975 867 797 109 70 108 100 69 688 324 107 364 281 265 109 156 85 89 67 91 2009 217 91 66
is_linear=0
shrinkage=0.00196078


Tree=594
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 1 0 2 0 1 0 1 0 0 0 2 2 2 0 0 2 2 1 2 2 1 0 0 2 2
split_gain=0.284546 0.420944 0.484668 0.577856 0.470019 0.363306 0.657696 0.926038 0.361587 0.55717 0.767933 0.40968 0.316075 1.00773 1.436 3.64706 1.43291 2.37368 1.36507 0.855694 0.839113 1.49545 1.17268 1.11132 1.04684 0.667673 2.84353 1.75686 1.19226 1.60573
threshold=32.724174661450007 35.119813570500007 0.34377713240000007 0.49877249185000011 0.54450465555000005 0.40437412050000004 0.56748300950000019 33.361153777850006 0.51657136015000005 0.38045268105000002 0.53017873715000008 0.31753540315000006 0.47721625100000004 0.47787491390000009 0.47880302985000006 40.518963363600001 41.257948413050009 41.685324604100011 0.47905751325000007 0.47709649410000005 37.140760352250005 37.500638522700008 0.32168198560000011 38.983591653800012 39.032633164100012 0.35585760905000008 0.48588365620000007 0.49588335680000006 41.257948413050009 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=8 2 -2 -4 -5 -6 -7 -8 11 -10 -11 -1 19 -14 15 -15 -17 -18 -16 20 22 -22 -3 -23 -25 27 -27 28 29 -20
right_child=1 12 3 4 5 6 7 -9 9 10 -12 -13 13 14 18 16 17 -19 25 -21 21 23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.012194973741027954 0.032749681488641623 0.0049546728566013378 -0.01441608753000764 0.019332662544328316 0.014951834122846886 -0.057064031239819818 0.036742233668014983 -0.049951834770213449 -0.05853826503841239 0.041470302166610955 -0.048831036526340389 -0.058738240681434489 0.011589597845886168 0.0096274198310080054 0.024843772643011259 -0.068029688084599596 0.0063163791745092374 -0.056117510617060301 0.0027289301930690044 -0.02683326943264493 0.047395892017788259 -0.023919775858738262 -0.074001761822120177 0.043408148519109561 -0.00070332780631143061 -0.051836978159351579 -0.00020546601438901181 0.024276362124018867 -0.0017964613664739287 0.026360057528068873
leaf_weight=0.23075009952299241 1.5449114479124535 0.77597668021917232 2.3101911745034149 5.2401948589831573 1.2478656247258189 0.56416158936917771 0.65690331195946761 0.41073063110889052 0.26461321115493752 0.6789485290646553 0.26996799841799657 0.60455110367911402 17.404690645635128 6.9189106002449972 4.8651607530191532 2.0942946374416351 2.6226759850978851 2.3846888355910778 20.67158263549209 2.8599673099815837 1.3078843001276244 4.2132494228426358 0.76737403147853911 1.1314021721482266 44.713846158236265 2.2108089146204284 210.52544153422787 7.9012147001922122 57.661144515499473 8.2522443272173387
leaf_count=14 19 23 29 28 4 16 19 66 4 5 146 72 74 29 18 24 9 39 95 17 11 52 45 4 713 20 2600 56 337 45
internal_value=0.000625273 0.000709147 0.00907579 0.00556919 0.0112552 -0.0034435 -0.0175108 0.00339006 -0.0162107 -0.000425713 0.0157795 -0.0391431 0.000458222 0.000971645 0.000404955 -0.013774 -0.0365733 -0.0234169 0.00104195 -0.0027042 -0.00139994 -0.000411321 -0.0343035 -0.00166039 0.000385287 0.000665024 -0.000742034 0.00383302 0.00196749 0.00947112
internal_weight=413.306 411.258 11.975 10.43 8.11986 2.87966 1.6318 1.06763 2.04883 1.21353 0.948917 0.835301 399.283 343.513 326.108 14.0206 7.10166 5.00736 312.088 55.7697 52.9097 51.3664 1.54335 50.0585 45.8452 307.222 212.736 94.4862 86.585 28.9238
internal_count=4633 4392 181 162 133 105 101 85 241 155 151 86 4211 3346 3272 101 72 48 3171 865 848 780 68 769 717 3153 2620 533 477 140
is_linear=0
shrinkage=0.045289


Tree=595
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 0 1 1 1 0 2 2 2 2 0 2 1 1 1 2 0 0 2 2 1 0 1 0 1 1
split_gain=1.55855 3.49111 2.83334 1.75902 2.15252 1.51566 1.69626 1.66011 2.60769 2.07202 1.58812 1.47335 3.66032 1.59077 1.44662 1.43502 1.6996 3.75978 1.45673 1.4497 2.03531 1.36072 1.34696 3.13981 2.97632 2.23069 5.02448 4.06707 3.79111 2.54913
threshold=0.39078171310000004 0.53146612375000013 0.47736594710000008 44.578137159850009 0.51017933595000009 0.54504356155000011 0.43540612555000008 0.4172030777500001 0.40651477500000005 0.54353163080000011 42.081757894750005 44.202975721700007 43.968221017800005 42.654057868200006 0.47757552170000012 36.377496227400009 0.39431454150000006 0.39563186730000005 0.39170982905000007 37.817254840650008 0.5132031975000001 0.55980359870000018 39.427119987250002 39.788107623550012 0.38723391515000005 0.5054040298000001 0.37977904855000005 0.50291907430000016 0.37043801085000005 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 -1 14 -5 7 10 8 -3 -9 -7 12 13 15 -4 -2 18 -18 -17 -19 -21 -8 -16 -24 25 27 28 29 -27 -25
right_child=1 5 3 4 -6 6 21 9 -10 -11 -12 -13 -14 -15 22 16 17 19 -20 20 -22 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-0.00010521104535423154 -0.0022547187898003199 0.00027354821715719742 0.001308381067306979 0.00027656566087914925 -0.0016643861025081687 -0.00024612044187774426 0.00071221548158966494 0.0002595784114219461 -0.0013091324735130759 0.0013023374038121365 -0.0014787804342761986 -0.0019880284620473563 0.0017216884050671158 -0.0021535309369856985 0.00057455707768108689 -0.00032053118667546039 0.0015084868182000748 0.0010340425589516421 -0.0021792543188691718 0.00067120100772691607 -0.0021789845924493193 -1.0314509117486411e-05 -0.00079745582523236766 0.00031705898251636151 0.0018971325503881547 -0.00021195190605285751 0.0008837686978373703 0.0017892554030027026 -0.0027968957786873474 -0.00094708423015029504
leaf_weight=76.275441690464504 1.6175126042217147 21.34645834937692 5.4071357026696196 4.8463758546859008 3.49154809769243 20.392247985582802 10.938418294535948 17.702438795007769 4.4723915997892609 10.958121705800293 4.5386575695592901 2.6823191341245538 2.3364564925432196 2.577399728819727 55.614873461425304 3.2721410803496829 3.9637869633734208 1.1038730349391697 2.7616176512092352 1.2360811647959051 3.177550857886672 60.2627365871449 9.8343912661075574 121.72693712264299 4.0409890208393326 4.3144022896885854 5.7568353265523902 6.4752539321780196 3.7815526835620403 5.9423489533364764
leaf_count=993 26 116 18 28 59 173 51 81 28 39 103 185 11 68 238 22 12 12 63 15 65 1393 53 607 13 25 18 35 46 37
internal_value=0.000128916 -1.28832e-05 0.000209769 0.000313669 -0.000536218 9.48731e-05 -4.74524e-05 0.000346015 -6.06822e-07 0.000658268 -0.000470526 -0.000669178 -0.000508717 -0.000773114 0.000345462 -0.000565445 -0.000389331 0.000108276 -0.00117126 -0.000897638 -0.00138076 0.000100686 0.000321522 0.000234586 0.000301342 0.00025777 -0.000462242 0.000332124 -0.00141936 0.00025822
internal_weight=482.848 175.34 307.508 231.233 8.33792 150.611 96.1321 54.4794 25.8188 28.6606 24.9309 24.7287 22.0464 19.71 222.895 17.1326 15.5151 9.48129 6.03376 5.51751 4.41363 71.2012 217.488 161.873 152.038 147.997 13.8528 134.145 8.09595 127.669
internal_count=4633 2463 2170 1177 87 1984 1720 264 144 120 276 479 294 283 1090 215 189 104 85 92 80 1444 1072 834 781 768 89 679 71 644
is_linear=0
shrinkage=0.00188464


Tree=596
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 0 1 2 2 2 2 1 2 1 2 1 1 0 2 2 2 0 0 0 1 0 0 1 0
split_gain=2.29129 3.82492 3.15682 2.45572 2.30762 2.08419 1.90208 2.51974 1.81573 1.72003 6.52911 2.02974 1.68997 2.12561 4.06229 2.97061 2.01074 2.78896 3.76227 2.06994 1.93331 1.65958 2.88642 2.1631 1.63513 1.53997 3.297 1.52248 4.20612 1.63169
threshold=0.39078171310000004 0.5380527529500001 0.54504356155000011 0.47880302985000006 36.377496227400009 0.43540612555000008 0.47847369840000004 0.34515433670000012 42.081757894750005 42.759119507950011 43.477771593600004 42.686561923500008 0.42473279245000012 43.968221017800005 0.40206880030000008 44.279556297950009 0.39394030120000006 0.39563186730000005 0.53447501570000011 40.467253020850002 45.321989007550009 43.930205408700004 0.51017933595000009 0.49688632075000011 0.53634621715000008 0.43837010870000009 0.57161462230000015 0.56065686655000013 0.44512140355000007 0.57559653900000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 -3 6 -2 8 9 -8 -4 11 -11 -1 13 14 16 -15 -6 -18 19 -19 -17 -5 23 -23 -24 26 -7 -27 29 -29
right_child=1 2 5 21 12 25 7 -9 -10 10 -12 -13 -14 15 -16 20 17 18 -20 -21 -22 22 24 -25 -26 27 -28 28 -30 -31
leaf_value=0.00016606704729997106 -0.0023674047457447537 0.00054506374423575065 -0.00031021257187500777 0.00038945988860098732 -0.0012484672853793728 2.0340942246898183e-05 -0.0026223213202456758 -1.5521678018450597e-05 -0.0016329628370195717 -0.0020709598116921391 9.4249207719719584e-05 0.0018806216606558402 -0.0021924631227744329 0.0021375358795060625 -0.0027796808583995169 -0.0023963722848828499 0.0010560803842154496 -0.00035983413040883804 0.00096510793659932033 -0.0022941199569749796 0.00030428635022566864 -0.00064366120730742992 -0.0027010260741513101 0.0013717087721906789 7.6389842391458892e-05 0.00069992725893660429 0.0020881858454457236 -0.0029710726750551385 -1.2388312276847356e-05 -0.0003949131661650967
leaf_weight=61.474080369749572 2.4582522325217715 42.574772691354156 21.055605078116063 198.69018659368157 6.8308779243379893 8.9131121318787319 2.3421564791351548 3.3020960800349712 4.6889080121181896 6.2641155051533124 28.846129361889325 2.661994867026805 1.9429221373866301 2.7432661205530149 2.8551004976034156 1.2634194320999084 5.936635326594117 4.207634234800933 4.052718259394168 3.9766670186072588 4.3594314861111343 4.2720361342653614 2.4076410764828329 3.6490031555294991 1.1610290519893167 8.7557283309288305 4.1882084105163804 2.5830668229609723 49.791838231423753 1.4015176107641307
leaf_count=648 33 173 173 919 92 45 24 20 103 138 309 9 103 7 30 71 22 60 16 77 59 24 51 17 11 42 20 30 1278 29
internal_value=0.000128854 -4.12244e-05 0.000105785 0.000228492 -0.000562121 -7.86945e-05 -1.17468e-05 -0.00109725 -0.000551128 4.99869e-05 -0.000292052 0.00023723 -0.000445852 -0.000352175 -0.000607349 0.000497569 -0.000359305 -2.50982e-05 -0.000549618 -0.00129968 -0.000302535 0.000348383 -0.000361957 0.000284764 -0.00179742 8.21149e-05 0.000681386 -4.34404e-05 -0.000164473 -0.00206495
internal_weight=499.65 184.58 143.953 315.07 40.6269 101.378 104.891 5.64425 25.7445 99.2463 35.1102 64.1361 38.1687 36.2258 27.8596 8.36612 25.0045 18.1737 12.237 8.1843 5.62285 210.18 11.4897 7.92104 3.56867 75.6335 13.1013 62.5322 53.7764 3.98458
internal_count=4633 2463 1893 2170 570 1720 1148 44 276 1104 447 657 537 434 297 137 267 175 153 137 130 1022 103 41 62 1444 65 1379 1337 59
is_linear=0
shrinkage=0.00192234


Tree=597
num_leaves=31
num_cat=0
split_feature=0 2 0 1 0 0 1 1 1 2 1 0 2 0 1 2 0 0 1 2 2 0 2 2 1 1 2 2 0 2
split_gain=0.269477 0.617513 0.264147 0.36077 0.329373 0.357939 0.380382 0.513961 0.428241 0.261958 0.767734 0.486031 1.11387 0.405968 0.761385 0.621503 0.750518 1.48797 0.505566 0.622549 0.615351 0.311329 1.62656 1.83425 2.33612 3.33962 1.73706 1.54824 1.38342 1.35896
threshold=0.39587138110000003 44.952171034750002 0.63013083440000017 0.47634801355000006 0.68131193680000013 0.66011496660000013 0.48250052395000009 0.51869704500000013 0.5225142959500001 50.427417695700008 0.48522499325000007 0.58035687555000015 52.834037000700008 0.61686775845000008 0.47634801355000006 49.960114208400007 0.59751205050000011 0.59930840395000018 0.48522499325000007 45.044778924400006 37.817254840650008 0.56579144335000009 38.911218973650008 40.94178426300001 0.44844465735000011 0.43837010870000009 40.806664626150003 33.361153777850006 0.57161462230000015 47.309807198350008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 -4 5 6 -5 -8 -9 13 -11 -12 -13 14 21 16 -16 -18 -15 20 -20 -2 27 26 25 -25 28 -23 -24 -26
right_child=2 -3 3 4 -6 -7 7 8 -10 10 11 12 -14 18 15 -17 17 -19 19 -21 -22 22 23 24 29 -27 -28 -29 -30 -31
leaf_value=-0.050098450036813853 0.00066996831688192809 0.0092048149288658041 -0.051817471785422238 0.026048118296409597 -0.048495345254196659 0.011782455611218975 -0.05274028311109346 0.040603493904583288 -0.048357511736059976 -0.049903921049646451 0.025887140929730296 -0.060987840831967406 0.031661647664673657 -0.011743409090015627 -0.052173990765048146 0.035186943921538767 0.059578733040130047 -0.050635474297532262 0.031076242367562932 0.050569315157327495 -0.048453590709203929 0.02614930724573445 0.028769002709862764 0.0071148401100605795 0.0055082173196538114 -0.061578979680985697 0.054144709681553944 -0.056151596389048521 -0.014351177634067798 0.050717996920260681
leaf_weight=0.73937521904008352 369.90494777355343 0.82458905875682831 0.42774916264170215 0.34620706085115749 0.37218328630297026 1.9478333013703375 0.81252136976399902 0.32250047335401177 0.19145824626320973 0.88304491958115194 1.020719185471535 0.63094262336380758 0.53018183959648013 0.90874351444654111 1.5270508666362728 0.36033347807824601 0.49386698137095641 0.60526467005547602 0.55039824897539835 1.322452440857887 0.35551711812149733 0.72666835854761602 4.2023945674300212 3.600768847041766 8.3021095977164787 2.7877408638596535 3.1240660678595304 1.6824014206649733 2.7217709359247237 1.7953695282340039
leaf_count=173 2995 15 32 3 179 83 74 4 88 117 16 41 16 24 75 5 7 121 16 9 85 42 18 39 126 42 15 104 60 9
internal_value=0.000690546 -0.0188312 0.000764569 -0.0106917 -0.00628578 -0.00194671 -0.0179342 -0.0294135 0.00746403 0.00088868 -0.0128348 0.00216794 -0.0186831 0.000992542 0.000860726 -0.0228417 -0.0308037 -0.00111351 0.017877 0.0299563 -0.000134418 0.00103821 0.00574441 0.00911011 -0.000561687 -0.0228609 0.0249785 -0.0313265 0.0118192 0.0135467
internal_weight=414.021 1.56396 412.457 4.42045 3.9927 3.62052 1.67269 1.32648 0.513959 408.037 3.06489 2.18184 1.16112 404.972 401.835 2.98652 2.62618 1.09913 3.13711 2.22837 0.905915 398.848 28.9433 26.5342 16.486 6.38851 10.0482 2.40907 6.92417 10.0975
internal_count=4633 188 4445 463 431 252 169 166 92 3982 190 73 57 3792 3658 208 203 128 134 110 101 3450 455 309 216 81 93 146 78 135
is_linear=0
shrinkage=0.0471187


Tree=598
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 0 0 2 0 0 0 1 1 0 0 0 2 2 2 2 2 2 0 0 1 0 0 0 0 0
split_gain=0.252562 0.390067 1.24615 1.03027 1.28987 0.954816 1.26586 0.89136 0.735223 2.02616 2.17762 0.571863 0.619712 0.5255 0.447699 0.736607 0.383982 2.346 1.58609 1.28034 2.17233 1.52827 1.86743 2.22931 1.37239 3.02615 1.27857 1.65775 1.68406 1.88736
threshold=32.724174661450007 36.558960102350007 37.041406607950009 0.3975479776000001 34.424709467050008 0.50452082270000009 0.52577767130000008 36.257608591500009 0.5116313883000001 0.50035927070000008 0.49877249185000011 0.3584174126500001 0.35696536035000009 0.42314601355000009 0.54450465555000005 0.56748300950000019 39.427119987250002 39.788107623550012 39.262923716450011 40.003678352300007 40.148327922700012 40.467253020850002 0.53998383280000006 0.55688452445000014 0.38045268105000002 0.53998383280000006 0.46898296455000005 0.4995209724000001 0.51484985480000012 0.51809826055000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 14 -3 -7 8 9 10 11 12 13 -2 -5 -16 18 -18 26 -19 24 22 -22 -24 -21 -26 -4 -28 -29 -30
right_child=1 2 16 4 -6 6 -8 -9 -10 -11 -12 -13 -14 -15 15 -17 17 19 -20 20 21 -23 23 -25 25 -27 27 28 29 -31
leaf_value=-0.016023030360194111 -0.033570841835079933 -0.0028750885503585769 -0.024875226810087754 0.030110631514270906 -0.050876458439219889 -0.078142853303685172 -0.017332999802375616 0.036642941624577791 0.01882270384920158 -0.027702933087593196 0.051558788223749104 -0.017716601241135548 0.044649609245287922 0.0111081218765503 -0.058791546834286272 0.013954572633755963 -0.016521002418201772 0.016636968069430647 0.026107934680453301 -0.053354748699351549 0.020675983427824243 8.4245072483065493e-05 -0.052884955176415886 0.014179968584445356 0.028045891297106603 -0.04730590950535981 0.017889451987847953 -0.032537561313106471 0.052888382126617416 -0.00053501896879261553
leaf_weight=1.93888946498373 0.73959046369419468 3.7944750485476098 3.6554022463969877 0.92046310938894738 1.4236797263147307 1.0710004381835463 2.2977548705821391 2.3831972349435082 6.9371594628319135 3.8792284280061713 2.2518878355622292 2.6382641093805432 0.86368640325963486 2.3363855998031795 0.46216974593698956 0.83129811575781787 17.278041617115377 10.753764265115022 6.2304312099004155 2.4020024212077251 15.798430415336044 259.89929666966054 1.7990853786468495 2.5667335363614256 2.2411277880892158 2.3092414534185082 12.728176616132258 3.3639806471765032 1.4706410020589817 34.892432077554986
leaf_count=241 48 28 55 4 116 9 55 14 37 20 9 18 9 31 12 54 134 74 34 18 79 2981 12 48 13 41 62 28 3 346
internal_value=0.000610221 0.000688838 0.000320823 0.00620256 -0.0165733 -0.0187663 -0.0366658 0.00996343 0.00672705 0.000124712 0.0123503 -0.00107232 0.0100738 0.000365471 0.00548547 -0.0120384 0.000683117 2.76462e-05 0.00399561 0.000987879 0.000401547 0.00103475 0.0132859 -0.0134564 -0.0251058 -0.010194 0.0015403 0.00338109 -0.00126725 0.0016256
internal_weight=412.158 410.219 384.552 25.667 3.63761 7.16323 3.36876 22.0294 19.6462 12.709 8.82981 6.57793 3.93966 3.07598 2.21393 1.29347 377.389 315.048 62.3411 297.77 287.016 280.064 20.1642 4.36582 6.95237 4.55037 56.1106 52.4552 39.7271 36.3631
internal_count=4633 4392 4020 372 186 92 64 186 172 135 115 106 88 79 70 66 3928 3400 528 3266 3192 3120 139 60 72 54 494 439 377 349
is_linear=0
shrinkage=0.0461948


Tree=599
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 2 1 0 2 2 2 2 2 0 2 2 0 1 1 1 1 1 0 0 2 1 1 1 1
split_gain=0.228783 0.593882 0.409205 0.47945 1.12349 0.811408 0.462151 0.52587 0.376705 1.45228 1.56593 2.15677 1.53762 1.35163 1.29198 4.26997 1.16412 2.38278 1.71578 1.15765 1.87236 1.82218 1.15427 1.06134 1.006 2.47192 0.717516 2.72587 1.64345 1.08662
threshold=0.62376874945000005 0.47634801355000006 0.61400856260000014 0.47634801355000006 0.48616807880000007 0.58249753000000004 49.292797572200008 0.3975479776000001 0.56579144335000009 38.911218973650008 40.94178426300001 41.772405911750006 40.806664626150003 33.361153777850006 0.56345618395000019 38.983591653800012 42.546237522150008 0.58249753000000004 0.44844465735000011 0.45107930900000009 0.46280051495000007 0.44618424600000006 0.45107930900000009 0.57161462230000015 0.55688452445000014 41.559097512700014 0.43584024430000007 0.42926858475000007 0.42802610700000004 0.43349001525000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 8 -8 14 13 12 -12 23 -10 19 -16 -13 18 -18 21 -21 24 -20 -11 26 -26 27 28 -1 -29
right_child=1 -3 -4 4 -6 -7 7 -9 9 10 11 16 -14 -15 15 -17 17 -19 22 20 -22 -23 -24 -25 25 -27 -28 29 -30 -31
leaf_value=0.0010175770551298035 -0.051559138537534202 -0.0034065234992626289 0.017798048922011717 0.028328786973641155 -0.047874514387061411 -0.020709258812372459 -0.0066868186599626546 -0.047634507474459339 0.022535896331674802 0.026079004673721626 -0.047470698537804848 0.024511809502605095 0.051186784115531916 -0.053236806426131995 0.017661428371444743 -0.07861699470129338 -0.061766056868422764 0.01787288893891625 0.024943907030497973 -0.050378258053164808 0.0060676818355838115 0.029165390731791054 -0.036414072319583338 -0.010608599435930195 0.0079606946756295149 -0.049208575262539828 0.019895419132899952 -0.045961559915657611 0.037068530859139782 -0.0027037943210881437
leaf_weight=334.3531660532899 0.59279950225027178 4.6169876351286803 2.8395305654703398 1.2845532988721964 1.3958030313187917 1.5005355395842341 3.8385796454967922 0.77279881082358759 0.70823796719196552 4.1098761074244994 1.7293173624202598 4.7044495604932299 2.8711463157087564 1.5173246884951366 2.0965988328680392 1.7198988702148197 1.7900224789045731 5.1029144516214728 1.3421809077262881 2.3373741410905486 2.4887419492006302 4.669743299484252 1.1832523159682748 2.666814852040261 3.5166859235614529 2.7757455054670572 4.079527596011757 3.5279846190242088 2.6139108333736649 1.7981128627434371
leaf_count=2838 38 456 139 16 197 41 59 109 40 18 31 29 15 102 18 28 39 38 4 27 14 22 66 57 32 36 18 57 31 18
internal_value=0.000544618 -0.0088856 0.000665825 0.00054496 -0.0147118 0.00190833 0.000705102 -0.013549 0.000872059 0.00596181 0.00902397 0.000268485 0.0234099 -0.0291238 0.000486472 -0.0257263 0.00611407 -0.00307554 -0.0278465 0.000762705 -0.0212701 0.00106028 -0.00380442 0.0116414 0.000688129 -0.0172581 0.00101415 0.00078912 0.00129723 -0.0313576
internal_weight=410.545 5.20979 405.335 402.495 4.18089 2.78509 398.314 4.61138 393.703 27.7255 25.5 15.8521 9.64784 2.22556 365.977 3.8165 14.1228 9.41837 4.31546 362.161 4.82612 357.335 2.52543 6.77669 352.665 6.29243 346.373 342.293 336.967 5.3261
internal_count=4633 494 4139 4000 254 57 3746 168 3578 439 297 207 90 142 3139 46 176 147 109 3093 41 3052 70 75 3030 68 2962 2944 2869 75
is_linear=0
shrinkage=0.045289


Tree=600
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 0 0 0 1 0 1 2 2 0 1 1 0 0 1 2 2 1 2 2 0 2 2 2 0 1
split_gain=0.217197 1.60117 0.768062 1.53651 1.2014 0.937407 1.13571 0.730926 2.12812 1.50586 1.22796 2.15391 4.79605 2.13561 2.34502 3.48274 1.86785 4.94245 1.61975 1.20886 0.905448 0.84227 2.48971 1.91733 1.3629 1.15268 0.929552 1.35296 0.693508 0.667479
threshold=0.47736594710000008 0.47757552170000012 0.34512439750000007 0.47943175355000006 0.47847369840000004 0.48368312325000012 0.48185683060000012 0.47943175355000006 0.34566330350000002 0.47880302985000006 0.34545372890000009 41.489621506400006 42.876019054300009 0.48265022005000008 0.34584293880000011 0.34569324270000007 0.48368312325000012 0.48458129995000004 0.34566330350000002 42.546237522150008 40.371455563000005 0.3584174126500001 41.319407281650008 39.852039223600009 0.49688632075000011 39.354247760400007 43.157831852650006 42.620627117000005 0.49820364660000011 0.36476452800000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 -2 3 4 -3 6 -5 8 20 -10 11 -9 -13 14 15 -12 19 -18 -19 -15 -4 22 23 -20 25 -23 27 -24 -26 -30
right_child=1 2 7 5 -6 -7 -8 10 9 -11 13 12 -14 16 -16 -17 17 18 21 -21 -22 24 26 -25 28 -27 -28 -29 29 -31
leaf_value=-0.002175287562837685 0.029485359520926395 -0.010408391637651592 0.013879540635799542 -0.0045436685153539876 -0.049090384826930698 -0.017441781678079953 0.024707573155130075 0.033052903281885072 0.011629409966672758 0.050320304256130051 -0.030668794958394557 -0.042243194869448442 0.027427701145627058 0.012051832808096914 -0.043138788965513847 0.024016439315363573 -0.057749848794202668 0.053987332668546176 -0.0018570456051439188 0.052657314472302125 -0.015525154966513879 -0.0035148852169829322 0.0029172718722248955 0.048957641429816047 0.02683833647207283 -0.0591398180783482 0.014730955364512476 -0.032449597086054369 -0.019615679809514185 0.00030185983817194718
leaf_weight=62.360431552267983 4.8747424930334082 5.326551705598833 4.0807259902358073 8.1197459883987921 3.2217326434329152 5.2430375963449469 5.6126694008707991 7.8166220895946052 6.761812858283518 4.0046754777431488 6.0135003998875636 4.2640449330210668 5.8729444965720177 6.8529678359627706 5.78119451412931 5.645526759326458 3.6317284405231467 1.4347887337207783 2.8028916642069834 2.5025642514228821 7.3059844896197319 1.9354142732918256 7.7585660703480261 5.4987241141498089 2.4158500111661843 1.7956182165071366 5.9949094653129569 4.1516086608171463 4.2948573529720298 205.23055723915786
leaf_count=1000 18 27 15 35 32 28 20 43 44 26 31 29 23 25 36 20 32 3 24 57 45 10 38 43 14 37 30 26 24 2798
internal_value=0.000541192 0.00103044 0.000624109 -0.007385 -0.0249871 0.000544603 0.00741181 0.00132649 0.0100827 0.0260208 0.000661485 0.0133297 -0.00187881 -0.000169375 -0.0171004 -0.00418915 0.000982712 0.00015186 0.00101611 0.0229136 -0.00498721 0.00070189 0.00916659 0.031801 -0.00032667 -0.0302853 -0.00132775 -0.00941079 0.000200724 -0.00010641
internal_weight=408.607 346.247 341.372 27.5237 8.54828 18.9755 13.7324 313.848 22.1532 10.7665 291.695 17.9536 10.137 273.741 17.4402 11.659 256.301 246.946 243.314 9.35553 11.3867 241.879 26.2067 8.30162 215.672 3.73103 17.9051 11.9102 211.941 209.525
internal_count=4633 3633 3615 142 59 83 55 3473 130 70 3343 95 52 3248 87 51 3161 3079 3047 82 60 3044 161 67 2883 47 94 64 2836 2822
is_linear=0
shrinkage=0.0500028


Tree=601
num_leaves=31
num_cat=0
split_feature=2 0 0 2 1 0 0 2 0 1 0 0 2 2 2 0 1 0 2 1 2 2 0 0 1 1 2 1 0 2
split_gain=0.245525 0.344631 0.588557 0.312499 0.617656 1.58278 0.413064 0.419673 0.354747 0.28983 0.533142 0.85919 0.267407 0.261827 0.247645 1.58001 1.31439 1.30476 0.648247 0.802826 0.47814 0.31458 1.68543 3.80394 1.69312 2.14898 0.397577 1.14091 2.01625 0.479415
threshold=31.914316944300001 0.5206281249000001 0.52401125715000008 35.119813570500007 0.36551300860000008 0.5116313883000001 0.49405706415000006 34.424709467050008 0.54450465555000005 0.40437412050000004 0.56748300950000019 0.56859076075000015 35.374259656300005 35.771221912400001 37.041406607950009 0.5296248615500001 0.46187239905000005 0.5195503128500002 36.257608591500009 0.36476452800000009 35.887362732750006 37.765550062200006 0.52324780695000006 0.54191491270000014 0.42307116555000007 0.4529056016000001 38.060777288450005 0.37407562650000009 0.52889135055000014 38.474425342400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 6 -6 7 -2 -7 -10 -11 -12 -5 -14 15 17 -17 18 19 20 -15 22 -16 -24 -25 -26 27 -23 -29 -28
right_child=3 2 -4 12 5 8 -8 -9 9 10 11 -13 13 14 21 16 -18 -19 -20 -21 -22 26 23 24 25 -27 29 28 -30 -31
leaf_value=-0.047633174128651964 -0.012413580279642907 0.046919789742115484 -0.04862758372406728 -0.015531890983838323 -0.048303359681943582 0.018054063369051111 0.031433943883059402 0.026545757301224781 0.012506493295106391 -0.055118277402319241 0.038346072422424701 -0.049213507313456965 0.013754545816419736 0.034038935879413382 0.023488212260223362 -0.05468159097193772 0.027846636981823006 0.019220855873889487 -0.0021499714681628645 -0.054131211361774734 -0.029150965160315526 0.01497178695153654 -0.080339881781037487 0.037831319006868175 -0.062881296591329155 0.017874713279059345 0.009182853527774669 -0.067377499291727289 0.0037970773503640896 0.00012245948714164462
leaf_weight=0.51977070633438305 1.236335714347659 0.29542047530412674 0.23938048194759176 2.1799199015513286 1.2034672666341064 3.4664100790396333 2.7883758023381233 1.0477147325873373 1.2037218287587168 0.50531634688377358 0.56077947095036507 0.38953025588671153 2.9768291807704363 0.45655812020413433 6.5714966114610416 2.0007893684814912 0.49344971436221374 4.9703370034694672 5.6745030728634447 1.297978028655052 0.53157820040360093 1.9937001056969155 1.2411798536777494 2.2121120393276215 1.1447307963389906 1.6502021773922022 12.413652192524749 1.4919804339297118 1.8027636471888397 341.73520260115765
leaf_count=81 26 3 138 19 9 21 14 16 4 19 3 88 37 10 44 61 43 31 43 7 32 15 17 6 26 36 106 20 34 3624
internal_value=0.000452753 -0.0213715 0.00415215 0.000509547 0.00758783 -0.000820416 0.019737 0.00545742 0.00850809 -0.00393491 -0.017531 0.00245556 0.00028609 0.000374356 0.000271616 -0.00535149 -0.0383546 0.00101444 -0.010353 -0.0307143 4.52721e-05 0.00050462 0.00747585 -0.00936496 0.00822878 -0.0152008 0.000255984 -0.01207 -0.0284334 0.000440045
internal_weight=406.295 1.05457 0.534801 405.241 12.4017 7.32923 5.07243 2.28405 6.12576 2.65935 1.45563 0.95031 392.839 390.659 387.682 15.4252 2.49424 12.931 7.96062 2.28611 0.988136 372.257 12.8197 6.24822 5.00705 2.79493 359.437 5.28844 3.29474 354.149
internal_count=4633 222 141 4411 200 144 56 42 135 114 110 91 4211 4192 4155 227 104 123 92 49 42 3928 129 85 68 62 3799 69 54 3730
is_linear=0
shrinkage=0.045289


Tree=602
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 0 2 2 0 1 1 2 0 0 0 2 2 1 2 0 2 1 2 1 1 0 1 0 1 2
split_gain=1.13154 2.09243 2.44462 2.14452 4.31863 3.71998 2.53077 1.91695 1.9308 1.79826 3.14951 2.28604 1.8146 1.37941 1.72812 1.78647 5.24277 2.85484 2.10342 1.57919 1.58693 2.0806 2.05922 2.66068 2.67697 3.04358 2.06764 7.55215 2.74697 2.03708
threshold=0.47736594710000008 0.5054040298000001 0.50291907430000016 38.621016321050007 0.35585760905000008 0.47976108500000009 37.041406607950009 40.679780036550007 0.4995209724000001 0.37644082515000005 0.37043801085000005 39.852039223600009 0.5116313883000001 0.47757552170000012 0.47938684470000009 43.477771593600004 42.081757894750005 0.34515433670000012 41.257948413050009 0.47961138885000004 41.257948413050009 0.34488488370000009 42.684965421050009 0.3459626957000001 0.34575312120000007 0.48149755995000004 0.34569324270000007 0.48588365620000007 0.3453339720000001 42.283941020600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 6 13 -6 -2 -7 -9 10 12 -12 -3 -5 15 16 17 -15 -19 -16 -21 -22 26 24 25 -24 27 28 -23 -28
right_child=1 9 -4 4 5 7 -8 8 -10 -11 11 -13 -14 14 19 -17 -18 18 -20 20 21 22 23 -25 -26 -27 29 -29 -30 -31
leaf_value=-0.00010327555442967699 0.00034425534228280184 0.0010230732232607554 0.0012638176536033093 0.0012480962993377724 0.0014250032881702142 -0.0028697128830215517 0.0018134821075779758 -0.0019235757324954628 0.00049693454597700653 7.4889210902420888e-05 -8.8950376231256863e-05 -0.0027407877419282412 -0.00090053288732889884 -0.00095401640216912832 0.0011798529537776173 0.0010952526950335619 -0.0025680982101291732 -0.00017595121190170556 0.0014265302632408311 0.00066310604396627127 -0.0011295636414130068 -0.00067894076523607888 0.0012838368187927309 -0.00039143939504979387 0.0021963978546107933 -0.00056766547426260008 0.00061563024452980172 0.0013264392889585216 -0.003240357272553689 -0.0007611357884148303
leaf_weight=77.206744884722866 12.639197130687537 4.1196475811302644 9.9222676893696171 5.3382409289479247 1.8866802901029576 3.022323393262921 7.006044164299964 3.0141010726802051 2.185885694809258 209.04935991618549 1.9284540265798567 3.5516275577247143 3.4764814842492342 7.6606085970997908 8.1216226220130903 3.5437672417610875 3.6267598597332826 6.8373697623610479 5.8381512016057968 28.235879756510258 4.8563158251345149 2.8394166082143801 8.5872947052121216 7.466615065932273 5.1574789285659781 5.6655199080705634 14.538780726492407 3.8581601530313492 3.7169640362262726 5.7723630070686331
leaf_count=1000 61 19 53 18 7 32 30 47 21 2596 14 47 36 47 41 13 50 28 16 136 25 14 28 33 60 31 53 15 34 28
internal_value=0.000113761 0.000156348 0.000319156 0.000261087 0.000176956 -0.0010581 0.000868223 -0.00162786 -0.000906081 3.07653e-05 -0.000674643 -0.0018076 0.000142706 0.000271784 0.000230526 -0.000204156 -0.00039632 -9.00321e-06 0.000562127 0.000351524 0.000277349 0.000102959 0.000206869 0.000603258 0.000985891 0.000547861 -0.000139867 -0.000850203 -0.00213107 0.000224358
internal_weight=470.67 393.463 171.338 161.416 141.77 10.109 19.6452 8.22231 5.19999 222.126 13.0762 5.48008 7.59613 131.661 126.323 27.5067 23.9629 20.3361 12.6755 98.8164 90.6948 62.4589 57.6026 26.8769 19.4103 14.2528 30.7257 10.4145 6.55638 20.3111
internal_count=4633 3633 921 868 777 107 91 100 68 2712 116 61 55 670 652 154 141 91 44 498 457 321 296 152 119 59 144 63 48 81
is_linear=0
shrinkage=0.00196078


Tree=603
num_leaves=31
num_cat=0
split_feature=1 2 2 0 0 0 1 1 0 2 0 0 0 2 2 0 0 1 0 2 1 1 1 2 1 1 1 2 0 0
split_gain=0.218664 0.345545 0.547669 0.48316 0.2142 1.31972 0.643988 1.52315 1.46065 2.0729 0.961108 0.641462 0.628433 1.86354 2.10521 1.3662 2.29584 1.67937 1.17166 0.711721 0.620754 3.03681 2.77908 2.76321 1.05911 2.02935 3.14644 2.10615 1.92637 2.53961
threshold=0.50491003265000012 48.914776625700007 45.044778924400006 0.65192658905000012 0.47736594710000008 0.47757552170000012 0.34512439750000007 0.34503457980000002 0.47943175355000006 41.529896397300007 0.47847369840000004 0.47787491390000009 0.47550971530000002 41.16018805045001 41.641174900500005 0.47673722340000008 0.47568935060000012 0.34530403280000005 0.47396784530000008 40.806664626150003 0.34536391125000004 0.34542378970000004 0.34545372890000009 42.154118731400011 0.34575312120000007 0.3459626957000001 0.34608245260000009 42.684965421050009 0.47943175355000006 0.48119816770000007
decision_type=2 2 2 2 2 2 2 2 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 12 -6 7 8 10 -10 -7 -8 18 -14 -15 16 -16 -17 -1 -20 23 -22 -23 -13 -24 27 -27 -26 -28 -30
right_child=1 -3 3 -5 5 6 11 -9 9 -11 -12 20 13 14 15 17 -18 -19 19 -21 21 22 24 -25 25 26 28 -29 29 -31
leaf_value=-0.0024636830725082767 -0.049504362623762815 -0.050509873587036916 0.045654563080887556 -0.012971761439582561 0.0266384112350967 -0.0051472711709280522 0.018059216572001491 -0.034814157581632504 0.020190093731087724 -0.015246030466203335 -0.042169654585959809 0.023398075574354305 -0.041272364515570738 0.029630703260627916 0.024346933193191939 0.016263354395022758 -0.06379485925888885 -0.024509353751805994 0.036805589842107272 0.0062747453521419042 -0.052543891831560684 0.047050652777365524 -0.010542531248495879 -0.017039391519650955 0.0070490164557408886 -0.055851338078727962 0.030564400721721265 0.051969214513448471 -0.05485862533485121 0.00071092490999718377
leaf_weight=34.266367031188565 0.48643827001251283 0.50057636713609088 0.56947866082191445 0.83048998145386577 4.7805441319942465 4.0093592479825082 5.4165283590555182 3.9146384857594958 9.9869730100035685 6.5814512390643349 2.9068693113513291 12.090643741190435 3.5694149546325233 3.8402791544795063 1.0014626886695617 5.3445474766194803 2.4416108182631433 4.4483024030923843 3.1180410608649245 4.4590039923787117 2.5723904445767394 3.1095345653593531 19.590624818578362 6.1148724369704714 7.8732099533081037 2.3716271668672553 5.1457250826060763 3.6811906397342682 1.9928940385580052 239.14845809069811
leaf_count=768 447 75 5 43 18 19 24 24 38 32 29 52 30 12 13 26 63 36 18 34 21 22 105 36 33 14 39 62 14 2481
internal_value=0.000491799 -0.0143019 -0.00469381 0.0108762 0.000579254 0.0010624 0.000699054 -0.00650407 -0.00178508 0.00611385 -0.0207077 0.00133754 -0.00205946 -0.00905822 -0.00232454 -0.011596 -0.0381577 -0.00225723 0.00139374 0.0188385 0.0010393 0.000479607 0.000961724 0.00981593 0.000449525 0.00127708 0.000343871 0.0213604 0.000885005 0.000251675
internal_weight=406.164 2.38698 1.88641 1.39997 403.777 341.288 336.507 27.3993 23.4847 16.5684 6.91623 309.108 62.489 20.6456 17.0762 13.2359 3.44307 9.79285 41.8434 7.57705 303.691 285.486 282.913 18.2055 279.804 260.213 248.659 11.5544 246.287 241.141
internal_count=4633 570 495 48 4063 3063 3045 142 118 70 48 2903 1000 180 150 138 76 62 820 52 2879 2791 2770 88 2748 2643 2548 95 2534 2495
is_linear=0
shrinkage=0.0490223


Tree=604
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 0 1 2 1 2 2 1 1 1 1 2 2 2 2 2 2 1 2 2 2 1 0 0 1 0
split_gain=0.212761 0.60009 0.22329 0.605648 1.602 0.503932 0.989305 1.03199 0.610464 0.424302 1.05248 1.41984 0.825863 0.744808 0.400129 0.639155 0.798278 1.00126 0.602228 0.864957 0.520812 0.422335 0.395281 0.521664 0.698655 0.553403 0.451465 0.363903 0.350095 1.72923
threshold=0.39587138110000003 0.3733870243500001 0.31100865245000009 49.064150740050003 49.960114208400007 0.47648274005000008 0.39670967935000007 50.189067467950004 0.48522499325000007 47.927946529500012 45.700098835450007 0.39150025445000008 0.43967246490000006 0.45218706025000005 0.46551001470000003 44.749265482150008 42.527280425250005 42.498713093000006 41.808689985400001 41.772405911750006 40.767054867700004 0.46280051495000007 40.722669576350008 38.983591653800012 38.911218973650008 0.49146732130000009 0.62376874945000005 0.55619592225000014 0.4529056016000001 0.58249753000000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 27 -6 -7 -8 -9 10 14 -12 -13 -14 21 16 17 18 19 20 22 28 23 24 25 -16 -27 -5 -4 -30
right_child=2 -3 3 4 5 6 7 8 -10 -11 11 12 13 -15 15 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31
leaf_value=0.0075881219438357923 0.01102125834363663 -0.061358971937975848 0.0011092756277642213 -0.066091414190251857 0.061985106003560393 -0.065135417644349963 0.057255512104141905 -0.056009102275456558 0.0033108414486525753 0.0098576977229767829 -0.045909633318680414 0.022294528887428753 -0.063227117197609359 -0.0029945330382227875 -0.05812181497996767 0.02799726630806728 -0.056993918532878163 0.064191944311457583 -0.060640512213016466 0.061098326151865057 -0.057604721598924817 0.022935032746403745 0.056074702701764109 -0.055761191609265223 0.062736093177838667 0.043670498590310254 -0.055667653254690849 -0.020212809700893834 -0.035502887693835715 0.019413666771635332
leaf_weight=0.90374812204390653 5.6666573840193442 0.5858689193992177 351.44121708085004 1.5601107407128432 0.36222389340400685 0.62659858004190017 0.88562684936914582 0.59250007339869659 2.7824192769476213 13.74597733048722 3.2155162403359991 2.3426280680578202 0.81178051792085204 2.0077337300754152 0.53115966029145123 0.97647373378276814 1.2003869385662254 0.47885765694081772 0.72924900376528956 0.44947863928973664 0.70934347993897962 2.4621616126969448 0.25879284041002382 0.59203943039756257 0.40487397694960225 0.45192413877157378 0.18017829494328907 0.7075960466172545 3.659321463899686 2.8892183331627166
leaf_count=18 68 170 2793 28 1 28 11 98 114 105 126 43 12 52 96 9 146 2 72 4 96 15 2 95 3 36 164 42 131 53
internal_value=0.000488249 -0.0195289 0.000562289 0.000413022 -0.0145056 0.00159495 -0.00288103 0.00627473 -0.00710335 0.000700913 0.00036597 -0.0182311 -0.000990089 -0.0203364 0.000790015 -0.0118094 -0.0183026 -0.00859809 -0.0166909 -0.0077328 -0.0176225 0.00103339 -0.00589805 -0.0133225 0.00269996 -0.0181957 0.0153546 -0.0517758 0.00088276 -0.0112737
internal_weight=404.212 1.48962 402.722 397.055 7.51708 5.24937 4.88714 4.26055 3.37492 389.538 375.792 8.37766 5.16214 2.81951 367.415 6.96276 5.98628 4.7859 4.30704 3.57779 3.12831 360.452 2.41897 2.16018 1.56814 1.16326 0.632102 2.26771 357.99 6.54854
internal_count=4633 188 4445 4377 322 252 251 223 212 4055 3950 233 107 64 3717 725 716 570 568 496 492 2992 396 394 299 296 200 70 2977 184
is_linear=0
shrinkage=0.0530633


Tree=605
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 0 1 0 1 0 1 0 0 1 0 2 2 2 0 2 0 2 1 0 0 2 0 2 0
split_gain=0.197485 0.334627 0.463269 0.549229 1.37841 1.44759 0.499544 0.311886 0.616585 0.516218 0.643834 0.236485 0.47857 0.742387 0.218443 3.30446 0.782696 1.14427 1.22018 1.77873 1.33307 1.01068 1.38724 0.796358 0.688377 0.604588 1.26712 0.462521 0.984782 0.772085
threshold=32.724174661450007 35.119813570500007 0.34377713240000007 0.36476452800000009 0.36551300860000008 0.5116313883000001 0.54450465555000005 0.31168228495000011 0.51657136015000005 0.38045268105000002 0.53017873715000008 0.40437412050000004 0.56748300950000019 0.56859076075000015 0.34007963835000005 0.45995628875000011 48.96897326980001 48.823707093150006 41.909642283050012 0.39672464895000009 39.476991512000005 0.45350438610000005 35.771221912400001 0.31118828780000007 0.3733870243500001 0.45798030000000006 50.189067467950004 0.47500074850000013 42.055256506450007 0.47673722340000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 -2 -4 -5 -6 -7 -1 -9 -10 -11 -8 -13 -14 15 16 17 18 20 23 21 22 -3 24 -20 26 -16 28 -27 -29
right_child=1 14 3 4 5 6 11 8 9 10 -12 12 13 -15 25 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 27 -28 29 -30 -31
leaf_value=0.052876395442846544 0.035592582813089614 0.02534305499807548 -0.019005990215744329 0.055934736334657544 -0.048124862166142909 0.027366317173433352 0.012717602311394485 -0.063485393733457518 -0.063597779563275267 0.044858235180973607 -0.053220283989501405 -0.060656003706121099 0.039621410579055341 -0.054023850399724939 -0.051738581442746123 -0.06936172538147907 -0.015885185087709044 0.033884928883201812 0.0094787588555692685 -0.05672120387042795 0.029927102714565258 0.025477351336049635 -0.071639417532496821 0.028571236877693983 -0.056162363666023833 -0.0028928010149658115 0.0574830629923846 -0.014690417084532942 0.024046468657825684 0.00068428721135751049
leaf_weight=0.15108019113540549 1.4299388974905003 0.55728863179684252 1.9002113658934812 1.3997570946812627 1.2090890053659675 2.7324619274586439 1.1861936673521998 0.58707398295518931 0.24730298668146111 0.62206864356994629 0.22893128305531718 0.43990765698254086 0.54273797664791346 0.34698543583181163 1.3152838436653826 1.808138555381446 5.0643641380593172 3.1071103215217581 0.86021779291331768 1.9204049826366825 4.4806580408476293 0.97123718261718739 1.0901301004923878 1.6351376473903656 0.74574195365130436 7.2537920847535116 0.33276641368865956 8.3653210871852917 6.3741332795470953 343.73060664218065
leaf_count=1 19 3 26 6 9 16 4 85 4 5 146 16 3 82 204 41 40 10 16 74 56 5 53 6 109 44 1 114 35 3400
internal_value=0.000411223 0.000486183 0.00901256 0.00511726 0.0109514 0.00120037 0.0125638 -0.0159486 -0.0221182 -6.19794e-06 0.0184737 -0.00351334 -0.0179933 0.00310046 0.000241358 -0.00457067 0.00116296 0.00678103 -8.75827e-05 -0.0185873 0.0133625 -0.0149803 -0.0388322 0.00400762 -0.0210023 0.000532674 -0.0296851 0.000668843 0.00970739 0.000319005
internal_weight=402.636 400.8 11.1873 9.75734 7.85713 6.45738 5.24829 1.83646 1.68538 1.0983 0.851 2.51582 1.32963 0.889723 389.612 22.2404 20.4323 15.3679 12.2608 5.1615 7.09931 2.61866 1.64742 3.2411 1.60596 367.372 1.64805 365.724 13.6279 352.096
internal_count=4633 4392 181 162 136 130 121 241 240 155 151 105 101 85 4211 413 372 332 322 205 117 61 56 131 125 3798 205 3593 79 3514
is_linear=0
shrinkage=0.0500028


Tree=606
num_leaves=31
num_cat=0
split_feature=1 2 2 0 0 0 0 2 0 0 2 2 2 2 2 1 1 0 2 0 0 2 1 0 1 1 2 2 2 0
split_gain=0.186938 0.319537 0.438738 0.311402 0.193633 1.09747 1.07649 3.37977 1.00631 0.926538 0.65315 0.477139 2.90176 1.51042 1.3327 1.57138 3.33617 1.08473 2.16918 1.29159 1.05565 1.21534 0.989968 1.02392 1.71102 2.28094 0.894168 1.16757 1.12927 0.913726
threshold=0.50491003265000012 48.914776625700007 45.044778924400006 0.66505493850000008 0.47880302985000006 0.47905751325000007 0.47787491390000009 39.571921479100006 0.47736594710000008 0.47847369840000004 41.444941515100005 41.16018805045001 40.806664626150003 40.767054867700004 41.559097512700014 0.34524415440000006 0.34584293880000011 0.47697673720000006 39.955516828000007 0.41973294215000007 0.45995628875000011 50.189067467950004 0.34506451900000007 0.47568935060000012 0.34007963835000005 0.32168198560000011 41.909642283050012 44.952171034750002 48.96897326980001 0.39614083410000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 -6 8 -8 11 10 -9 12 13 17 -13 22 -17 18 19 -1 21 -18 23 24 25 26 -16 -28 29 -29
right_child=1 -3 3 -5 5 -7 7 9 -10 -11 -12 14 -14 -15 15 16 20 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-0.056714687748445181 -0.05244578632416886 -0.053452763204577113 0.039272411228465913 -0.011451449481465967 0.026292535811852671 0.00069474608119081817 0.039197780339078322 -0.0034261271534732221 0.013993123101433018 -0.05181430771526653 -0.034000061646928495 0.02449427857301003 -0.08514353930424183 0.059540425776566298 0.056043126226148911 -0.05820230081710643 -0.05782019659695517 -0.048614846849239751 -0.063647209505838007 0.0084282921744920254 0.018222956294099184 0.058960215062035672 0.027614123711495391 -0.025444616724307749 0.029276482613404761 -0.06556167040519699 -0.05664918453802837 0.044109239678801482 -0.014953059977072527 0.0025999944473145634
leaf_weight=0.88449537656561261 0.40005320666477873 0.45696759951533739 0.5596878728829322 0.78976432926720008 4.6007026187144211 307.49713482991501 2.4913361966609946 3.9094116240739805 12.820521757006643 3.1432997351512313 3.6627531666308641 5.6476216227747491 1.2640683507779602 0.97179922461509782 0.77887341845781577 3.8518089097924513 1.1499092263402415 1.5498334094882018 1.4271236534696061 11.987792500731301 4.1170964511111379 0.30519363284111012 3.9865657007321706 3.7245870702899984 5.3939495980739585 1.5103875207714725 0.9556118513137325 2.310797665268181 5.0390631752088666 3.7877119989134371
leaf_count=141 447 75 10 38 18 2890 10 16 54 40 35 31 34 3 14 68 96 9 89 126 25 1 28 36 30 40 130 17 40 42
internal_value=0.000384424 -0.0147162 -0.0045983 0.00958637 0.000467979 0.00107209 -0.00170738 -0.0153815 0.000750836 -0.0280712 -0.0182151 -0.00204865 -0.00912743 -0.00341496 0.000959404 -0.00264153 -0.0209733 -0.00727509 -0.0027945 0.00395211 0.00476149 -0.0333266 0.00364344 -0.000422805 0.00428968 -0.0050813 0.00201537 -0.00146434 0.00327056 0.0183283
internal_weight=400.976 2.20647 1.74951 1.34945 398.769 312.098 86.6716 13.2068 73.4648 10.7155 7.57216 60.6443 18.0851 16.821 42.5592 36.9116 9.42401 15.8492 14.2994 12.8723 5.5722 1.4551 27.4875 23.501 19.7764 14.3824 12.8721 12.0932 11.1376 6.09851
internal_count=4633 570 495 48 4063 2908 1155 101 1054 91 51 1000 402 368 598 567 190 365 356 267 122 97 377 349 313 283 243 229 99 59
is_linear=0
shrinkage=0.0520229


Tree=607
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 0 1 1 0 0 2 2 2 2 1 1 1 1 1 1 0 2 1 1 2 1 2 1 1 2
split_gain=0.196196 0.856051 0.981188 0.519563 0.543332 0.655967 0.321203 1.63725 0.680129 0.701808 0.612429 0.613133 1.21696 1.09792 0.584175 0.573867 0.571762 1.27068 0.329622 0.574217 1.02091 3.15092 1.04487 0.580123 0.944443 0.678407 2.51914 0.688696 3.6699 1.93405
threshold=0.31100865245000009 0.31168228495000011 48.823707093150006 48.823707093150006 36.952388736350009 0.3733870243500001 0.32467590790000006 0.33400197600000009 0.45350438610000005 0.46482141255000003 42.081757894750005 40.767054867700004 39.476991512000005 35.887362732750006 0.34007963835000005 0.34269932035000011 0.35027394390000005 0.36042334060000009 0.34458549145000011 0.3447651268000001 0.47604862130000009 43.968221017800005 0.35696536035000009 0.34491482290000003 41.11191809080001 0.34506451900000007 41.319407281650008 0.34545372890000009 0.34542378970000004 41.909642283050012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -6 10 -8 14 16 11 12 13 -3 -9 -11 -10 -18 -17 -20 21 22 -21 24 -22 26 -25 28 29 -27
right_child=1 6 -4 -5 5 -7 7 8 9 15 -12 -13 -14 -15 -16 18 17 -19 19 20 23 -23 -24 25 -26 27 -28 -29 -30 -31
leaf_value=0.051556432581412431 -0.0010043977134732997 0.010747138187664264 -0.049489255696265645 0.017981913999864638 0.0091775445330154921 -0.05227740646386992 -0.043848837381357128 0.012401567194281624 0.045062710838901399 -0.020439959161332032 -0.0085548512532576271 0.037769865868244462 0.038308220479651926 -0.084047020108938289 -0.052315554971446909 0.0079408430344789938 -0.052973413919622368 0.029773238795963067 -0.012059081189534122 -0.055836506211001405 0.029631310409467964 0.044911946495190841 -0.002477978610146711 -0.040147786385087335 -0.0020218179101147084 0.011943315379174835 0.0091853847061646766 0.00021780732335455676 0.05449541825260748 -0.013828841147747926
leaf_weight=0.27472276985645194 2.2991451313719145 0.64908405276946657 1.7793471477925775 4.4912699637934566 0.80137833394110181 0.87114537466550246 2.0150940803578115 0.48944885469972987 1.5098746996372931 3.1546867461875072 2.6330103236250579 2.491544634103775 1.1722989678382871 0.53617415018379688 1.0635361826425649 13.981899127364157 0.62832281610462848 1.5368533984292296 8.856031656265257 3.0801448971033087 4.351148992776869 1.3642079606652258 1.2357951048761604 4.3408350870013219 4.7255911473184824 18.121282067149881 5.8261360418982804 289.63027552360109 3.588140131905674 11.399815017357467
leaf_count=2 46 31 16 28 16 167 89 16 9 25 33 9 5 13 163 63 70 10 42 67 17 5 20 31 31 82 30 3386 23 88
internal_value=0.00032426 0.000185008 -0.0221572 0.00881241 -0.0123368 -0.0228317 0.000419629 0.00022204 0.000456431 0.000589679 0.0104785 0.0208133 0.0028931 -0.0321348 -0.0319189 0.000380008 0.0219077 0.00576059 0.000557283 0.000267716 0.000581717 -0.0200307 -0.0405582 0.000924078 0.0131519 0.000590686 -0.0118776 0.000983464 0.00768121 0.00199118
internal_weight=398.898 392.46 4.07849 6.43852 1.94725 1.67252 388.381 380.899 378.884 377.331 7.48211 4.8491 2.35756 1.18526 1.55299 373.656 3.67505 2.16518 370.501 356.519 347.663 5.68015 4.31594 341.983 9.07674 332.906 10.167 322.74 33.1092 29.5211
internal_count=4633 4420 62 213 185 183 4358 4267 4178 3999 91 58 49 44 179 3910 89 80 3885 3822 3780 92 87 3688 48 3640 61 3579 193 170
is_linear=0
shrinkage=0.0490223


Tree=608
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 2 2 2 2 1 1 2 0 1 2 2 0 1 1 1 1 0 0 0 2 1 2 1 2 1
split_gain=1.17003 2.41358 1.71613 1.96163 2.95017 1.35146 1.40033 2.48929 1.86885 1.39056 3.17551 1.97677 1.53346 1.348 1.11877 1.74529 1.36084 2.06722 1.33177 2.1889 1.35954 2.52402 1.24071 1.42322 1.16772 1.12126 2.12289 1.9236 1.11301 1.0798
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 43.930205408700004 0.51017933595000009 36.377496227400009 44.202975721700007 43.968221017800005 42.654057868200006 0.39431454150000006 0.39563186730000005 37.041406607950009 0.5132031975000001 0.39170982905000007 38.238138001450004 37.995872310650007 0.5485614203000001 0.42111014640000005 0.41625999220000004 0.40272746325000003 0.39995808510000008 0.53499895210000015 0.54191491270000014 0.54284302865000023 49.960114208400007 0.42111014640000005 40.250747516500006 0.42802610700000004 41.542492784600007 0.40437412050000004
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -2 7 8 9 13 -11 -12 -13 -7 15 22 18 24 19 20 21 -16 -3 -24 -18 28 -27 -28 -20 -25
right_child=1 14 3 4 -6 6 -8 -9 -10 10 11 12 -14 -15 16 -17 17 -19 25 -21 -22 -23 23 29 -26 26 27 -29 -30 -31
leaf_value=-2.3966920891836425e-06 -0.0022931102672123253 -0.0014951728568456237 0.0003583897457645485 0.00021337299263488675 -0.0019033404448003275 -0.00024231660136576468 -0.002000755608891301 0.0016875322687144047 -0.0021721738217109687 0.0014869557232803591 0.0018132643859173302 0.00044711106194041187 -0.0021587802309875849 -0.0021771499316654472 0.00086885672927943143 -0.0023630968862058902 -0.0022960561350485586 5.359968705526858e-05 0.0005805333494227474 -0.0012337159885284846 0.00075881073095479003 -0.0016879563378875498 0.0018554131009908361 0.0010120393936070011 2.1262085183910802e-05 0.0013180764628597159 -0.0013229918083530994 0.00047212436707295784 0.0015125557412860491 -0.00050686050384723491
leaf_weight=98.0531790771347 1.5947118578478718 2.241128781810402 180.73716249316931 7.4881475381553155 3.6044740993529558 3.2026761732995608 1.9618131796014484 2.0822920259088269 2.2474898975342503 3.8811942487955076 0.85629669204354275 1.1762755904346702 2.8719322634860873 2.276480957865715 2.8211586661636856 1.5041924921970338 2.2316801254637535 72.426311449700734 15.362126410007479 4.2854695953428736 9.6732501089572889 2.8866686103865504 1.4405076578259457 2.1962105035781851 1.2557316855527458 3.9926472306251517 4.1564249135553819 4.7006646394729614 6.8443881496787062 8.1407853028140362
leaf_count=1148 26 29 919 41 62 22 185 11 68 12 5 15 72 63 21 37 58 1138 53 33 36 26 4 8 27 11 23 25 30 425
internal_value=0.000130465 2.97959e-06 0.000204484 0.000310231 -0.000474439 -0.000588337 -0.000456086 -0.000293116 -0.000542886 -0.000286185 0.000187795 -0.000840299 -0.00140159 -0.0010462 9.25965e-05 -0.000395307 0.000150571 -1.60094e-05 0.000381659 -1.87259e-05 0.000319794 -0.000424222 -0.000184164 6.53064e-05 -0.00146165 0.000606275 0.000154322 -0.000370282 0.000867797 -0.000184153
internal_weight=458.193 168.311 289.883 191.83 11.0926 22.1512 20.5565 18.5946 16.5123 14.2649 8.7857 4.9045 4.04821 5.47916 146.159 15.5228 130.637 75.9137 54.7228 19.6665 15.3811 5.70783 14.0186 11.7775 3.48741 35.0563 12.8497 8.85709 22.2065 10.337
internal_count=4633 2463 2170 1022 103 479 453 268 257 189 104 92 87 85 1984 503 1481 1223 258 116 83 47 466 437 85 142 59 48 83 433
is_linear=0
shrinkage=0.00192234


Tree=609
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 1 2 0 2 0 2 2 1 0 1 1 2 2 2 1 2 1 2 2 0 0 2 1 1 1
split_gain=0.194902 0.530232 0.206112 2.84045 1.72291 2.75369 2.16608 1.34393 1.30591 1.7446 1.22687 1.19002 2.38894 2.22929 1.71129 1.73712 1.14694 2.20846 1.70314 2.88537 1.57453 1.55884 1.80715 1.1172 1.08017 3.08211 1.75569 1.6703 1.40664 1.22025
threshold=0.39587138110000003 0.3733870243500001 0.5054040298000001 0.50291907430000016 0.37644082515000005 0.37043801085000005 39.852039223600009 0.5116313883000001 38.238138001450004 0.51657136015000005 38.171717059500004 38.621016321050007 0.36265381275000008 0.48149755995000004 0.38045268105000002 0.39150025445000008 40.148327922700012 40.574766824850009 40.94178426300001 0.34650160175000005 40.722669576350008 0.34569324270000007 39.656620114300004 33.96174662340001 0.52252926560000013 0.52366695610000014 38.474425342400004 0.39995808510000008 0.39019789825000006 0.39712882845000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 -4 10 -10 -6 23 16 -14 -15 -16 21 -18 19 20 -19 22 -13 -2 28 -26 -27 29 -11 -28
right_child=2 -3 4 -5 8 6 -8 -9 9 24 -12 12 13 14 15 -17 17 18 -20 -21 -22 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.0059121869565926556 -0.028969399291899803 -0.061325357549061245 0.023616932663370824 0.030660569582976468 -0.0079227338400851034 -0.0025618166096885017 -0.073274170105774472 -0.022622357423352526 0.029625122935674819 -0.032723478925972174 -0.069654113455271074 0.0087712909292070509 0.013801850795326812 -0.074190996910158208 0.06211620747639128 -0.060045676215841795 0.020274292160516749 -0.088943176859011971 0.00078619892781495854 0.035001474072451196 -0.026424699368856053 -0.041533249830069299 -0.028083570099008821 0.014089946674209436 0.037989788730869611 0.029029623211454841 -0.0076747089416303984 0.0019869607945920235 0.010432292070483438 -0.039005165061619357
leaf_weight=0.84550417959689983 1.7561416732496606 0.50820834256592207 3.6036822814494354 8.7061985204927606 26.492862375514054 1.8017002213746307 3.3565272409468889 3.2222323534078896 6.1102743293158701 5.4403631221503002 0.90094896778464217 9.9345746521139535 1.9328224255004887 3.0902728028595448 0.59708259068429448 0.66687960445415229 15.254388861474579 1.4876814763993014 126.04882958810776 1.660863548517227 4.0809528362005949 3.8552242218283927 5.6477689109742633 22.836054101237096 6.2753746049711472 5.6431149170530253 15.264282322488727 103.68840253884264 3.2742735421052203 4.3155363304540506
leaf_count=18 68 170 19 53 608 14 47 36 42 34 14 49 17 30 3 39 98 69 992 8 21 31 34 221 35 34 243 1455 24 107
internal_value=0.000376039 -0.01933 0.000443243 0.00157562 -0.000797753 -0.0198887 -0.0485753 0.00178927 0.000491884 0.00239924 -0.009953 0.0003022 -0.00120966 -0.0326939 -0.0533332 -0.00233767 -3.12166e-05 0.00152389 -0.000622194 -0.025178 -0.0431267 -0.0119146 -0.00458663 0.0110151 0.00124318 0.00238755 0.000654443 -0.000644548 -0.0165089 -0.0145802
internal_weight=398.299 1.35371 396.945 207.556 189.39 11.9841 5.15823 6.82591 177.405 150.012 27.3938 198.85 174.257 6.28706 4.35423 1.26396 167.97 148.533 133.278 7.2295 5.56863 19.4376 15.5823 24.5922 143.901 135.187 128.911 123.268 8.71464 19.5798
internal_count=4633 188 4445 1733 2712 116 61 55 2596 1974 622 1680 1391 89 72 42 1302 1188 1090 98 90 114 83 289 1932 1874 1839 1805 58 350
is_linear=0
shrinkage=0.0520229


Tree=610
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 2 0 0 0 2 1 1 1 0 0 0 0 1 2 0 0 1 1 2 1 0 2 2 0 2
split_gain=0.181433 0.990952 0.828191 1.70333 1.29539 1.03005 0.77039 1.83961 1.95128 1.14552 1.37166 1.27369 1.26555 1.39028 0.756249 0.707832 1.18677 0.595528 0.279459 1.3247 1.08029 1.36474 1.99571 0.340707 0.8921 1.82806 0.287824 1.31865 4.63287 0.742929
threshold=36.558960102350007 37.041406607950009 0.39048232090000007 0.52863686715000002 0.5296248615500001 35.119813570500007 0.5116313883000001 0.50035927070000008 0.49877249185000011 36.165040341950011 0.36510882910000009 0.36476452800000009 0.34007963835000005 0.41973294215000007 0.49405706415000006 0.50452082270000009 0.52889135055000014 0.43643902880000007 37.765550062200006 0.51657136015000005 0.54191491270000014 0.42307116555000007 0.4529056016000001 38.060777288450005 0.37407562650000009 0.52889135055000014 38.474425342400004 38.751720283100006 0.54450465555000005 39.032633164100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 15 6 -4 -5 17 7 8 9 10 11 12 13 -1 -14 -2 -17 -6 19 -3 -21 -22 -23 24 -20 -26 -25 28 -28 -29
right_child=1 18 3 4 5 -7 -8 -9 -10 -11 -12 -13 14 -15 -16 16 -18 -19 23 20 21 22 -24 26 25 -27 27 29 -30 -31
leaf_value=-0.055676657835547913 -0.0039812859026311341 0.029271402820471332 -0.06014834177179415 0.070736166281768514 0.013193582581473866 -0.05493813895955002 0.024481001120846127 -0.025894659527328147 0.05513124303047056 0.048821807189539337 -0.056181913057832322 0.054158698427996019 -0.069612035701185807 0.034109311268281803 0.0020274096397297266 -0.07937628118285768 -0.014409302234563699 -0.053267198460224062 0.014506552768432237 -0.029304559463095511 0.039023267511222495 -0.067553595198885402 0.02062662920321728 0.0078949772033945487 -0.071566573428581234 0.0045433468430442414 -0.059446776274826918 0.013697711984396848 0.033650988581101861 4.094203329227241e-05
leaf_weight=0.55341940764629383 3.7170278258854514 4.5336544346064311 1.3958795662038017 0.60909867286682118 2.9342915823217486 0.89331823105749197 5.9332875963300458 3.9418577440083018 2.2747577875852585 1.1155353426001964 1.1249966919422147 1.0411802083253858 0.98846869176486485 1.9524215748533604 0.58733854442834854 1.0574695076793434 2.0974350629840046 0.38085424454675365 1.8956736177206028 2.8389489091932774 2.1690102219581604 1.0629516809713098 1.6193128374725345 12.137192834416053 1.4030304658226671 1.8030015164695212 3.4975394890643647 10.281758405770232 2.1629891131451586 317.80156934508705
leaf_count=71 28 38 25 1 43 75 29 21 10 30 7 5 52 27 5 11 53 212 15 23 6 26 36 106 20 34 30 69 23 3502
internal_value=0.00032715 4.48856e-05 0.00438753 -0.0115113 0.00258115 -0.00728305 0.00945006 0.00288283 0.0146524 0.00214734 -0.00618629 0.00479298 -0.00779963 0.0142799 -0.0429104 -0.0187661 -0.0361851 0.00555836 0.000400792 0.00783294 -0.00480578 0.00953082 -0.0143182 0.000141948 -0.0126857 -0.028764 0.000331155 5.60828e-05 -0.0238725 0.00046893
internal_weight=395.805 370.079 25.7267 6.21344 4.81756 4.20846 19.5133 13.58 9.63812 7.36336 6.24783 5.12283 4.08165 2.50584 1.57581 6.87193 3.1549 3.31515 363.207 12.2239 7.69022 4.85127 2.68226 350.983 5.10171 3.20603 345.881 333.744 5.66053 328.083
internal_count=4633 4020 613 356 331 330 257 228 207 197 167 160 155 98 57 92 64 255 3928 129 91 68 62 3799 69 54 3730 3624 53 3571
is_linear=0
shrinkage=0.0500028


Tree=611
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 0 0 0 2 2 2 2 2 1 1 2 2 0 2 0 1 1 2 2 0 1 0 1 1 2
split_gain=0.189154 0.995988 2.72285 0.895433 1.96445 2.3661 0.840252 0.752415 0.483969 0.459564 2.40116 1.31558 0.987409 1.40762 2.77336 1.02657 2.11836 0.864849 1.77581 1.0673 1.42402 1.38746 1.18581 2.29915 1.4838 0.812607 0.892849 1.41567 1.98993 0.814681
threshold=0.47880302985000006 0.47787491390000009 39.571921479100006 0.47905751325000007 0.47938684470000009 0.47943175355000006 0.47736594710000008 0.47847369840000004 41.444941515100005 41.16018805045001 40.806664626150003 40.767054867700004 41.559097512700014 0.34524415440000006 0.34584293880000011 42.720329370750001 44.749265482150008 0.47697673720000006 39.955516828000007 0.46898296455000005 0.34007963835000005 0.34269932035000011 39.476991512000005 37.345948426100009 0.41973294215000007 0.34506451900000007 0.47568935060000012 0.34007963835000005 0.32168198560000011 48.96897326980001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 -2 -5 -6 9 8 -4 10 11 17 -11 25 -15 -16 -17 18 19 20 22 -22 23 24 -1 26 27 28 29 -14
right_child=3 2 7 4 5 -7 -8 -9 -10 12 -12 -13 13 14 15 16 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.05035777880499176 0.021320107893796313 0.032086110543871685 -0.004300333346426724 -0.04876494411781767 0.048529448620853351 0.0004289938838621257 0.011215496970206082 -0.043240197603517917 -0.027853177816612514 0.018997316697907399 -0.073913663369174251 0.051877868629438953 0.011610408089380769 -0.04910996245021107 0.027907586204570987 -0.058343425609475759 0.018775838661647132 -0.039530770926262379 -0.055436355570476444 0.019700810404124608 -0.091923132220358861 -0.015708609550792032 0.052709817297776407 -0.064900094929060445 0.031423021868153267 0.022845851682410028 -0.020827579792389229 0.024472506673831738 -0.057022215051816837 -0.012501907932369993
leaf_weight=0.58850331622670493 4.4717363957315674 2.2849377691745749 3.8280398249626142 1.7176677845418442 2.1981989443302146 302.46113643564695 12.714388925582169 2.9734631851315498 3.6244593132287264 5.4820027186069629 1.1118323238333676 0.85994321107864458 7.4983592268981827 3.6204516943544132 2.155550817027688 1.3083244913723322 1.8138575041666625 1.551569543778897 1.2549810344353307 4.6444172970950603 0.69663786445744369 1.8996870417831813 0.94212990999221791 1.0172372716479001 2.4212597771547735 3.8614011649042359 3.703340020030736 5.2145971190184346 1.3512712526135136 4.9734800504520535
leaf_count=83 18 10 16 12 22 3426 54 40 35 31 34 3 203 68 21 36 65 9 89 28 8 86 3 32 27 28 36 30 40 40
internal_value=0.000273737 -0.00167979 -0.0135846 0.000797839 0.000498306 0.000776052 0.000460985 -0.0235938 -0.0157551 -0.00189774 -0.00828607 -0.00369013 0.000750368 -0.00206732 -0.0179721 0.00338797 -0.0135403 -0.00687233 -0.00310906 0.00226935 -0.00843179 -0.0361583 0.00605504 -0.00486 0.0154323 0.00325264 -7.42625e-05 0.00396281 -0.00377422 0.00199498
internal_weight=394.245 83.3961 12.7109 310.849 306.377 304.659 70.6852 10.426 7.4525 57.9708 16.9882 15.8764 40.9826 35.5006 8.89818 5.27773 3.12218 15.0164 13.4649 12.2099 7.56546 2.59632 4.96913 4.027 3.00976 26.6024 22.741 19.0377 13.8231 12.4718
internal_count=4633 1155 101 3478 3460 3448 1054 91 51 1000 402 368 598 567 190 122 101 365 356 267 239 94 145 142 110 377 349 313 283 243
is_linear=0
shrinkage=0.0461948


Tree=612
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 2 1 2 1 2 0 0 1 0 1 1 0 0 0 0 0 1 1 0 0 2 2 2 1 1
split_gain=0.182974 1.21428 1.15543 0.996718 1.29203 0.929714 0.802162 0.741527 1.24899 0.853941 1.24558 0.999333 0.612519 3.11437 0.957354 1.23809 2.69848 0.849298 1.25459 0.786487 1.0115 0.551242 2.03845 1.66134 1.26485 1.21655 0.988962 3.7217 0.761891 1.3848
threshold=0.54504356155000011 0.54353163080000011 0.43540612555000008 42.081757894750005 49.960114208400007 40.330620469300008 0.43593006200000012 41.087689990200012 0.43075057630000008 40.371455563000005 0.55131582885000008 0.55980359870000018 0.41861022125000008 0.53998383280000006 0.41625999220000004 0.40896979130000005 0.5276039639500002 0.54191491270000014 0.53938504835000012 0.52949013500000019 0.52889135055000014 0.39995808510000008 0.39563186730000005 0.53634621715000008 0.5218855723000001 36.558960102350007 43.61821939175001 43.663128814500006 0.39431454150000006 0.39170982905000007
decision_type=2 2 2 2 2 2 2 2 2 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 7 -5 -3 -4 8 9 10 -2 -12 14 19 15 17 -17 18 21 20 -14 22 28 -23 -24 -26 -27 -28 29 -1
right_child=2 5 6 4 -6 -7 -8 -9 -10 -11 11 -13 13 -15 -16 16 -18 -19 -20 -21 -22 23 24 -25 25 26 27 -29 -30 -31
leaf_value=0.0011571758632632208 0.021527848413418475 -0.00052766025111762279 0.04959338134456745 -0.065341787030690782 0.015750185675196159 0.034002212597087682 0.0011483910213941934 0.011842076496165782 -0.055149122515285871 -0.033943591601096938 -0.04609778125556651 0.024041241301217139 -0.061201098109631827 0.005189056836967949 0.021747431765867992 0.02968265928827361 -0.07963244571224451 0.03727627890355277 -0.04287163910898445 -0.087337568202091181 0.066299413769599982 -0.015874082325580584 0.038317487410513218 0.032016297750159489 0.013056044809372114 -0.067024839780728276 0.092036590015667552 -0.071616408039264709 0.026040260446092318 -0.039210949256821545
leaf_weight=251.65183061404969 4.8335420074872726 4.5071747149340791 1.1987558738328505 2.448601041687652 0.9307152748806401 6.5889784540049732 54.929260336334664 4.6420816108584395 2.2497013434767714 3.0148901790380469 2.3259355141781275 0.99572440236806858 0.72805863055691522 8.2817600546404702 7.2746122013777486 1.292893300764262 1.9352855551987884 2.1549843624234191 2.2856811569072297 1.9053949509980155 0.30221590399742126 4.0070347303990257 0.8587619815953057 6.5512231439352036 1.3558387178927658 3.6729210522025824 0.71619281545281444 1.4279053737409411 4.1351513136178246 2.9509530294453716
leaf_count=2187 27 22 7 80 28 34 1437 25 44 16 47 19 90 36 30 17 38 8 16 32 1 40 5 22 13 106 2 94 20 90
internal_value=0.000312233 0.000940635 -0.00223627 -0.013805 -0.0430078 0.0199764 0.00218306 -0.00834131 -0.015323 -0.00730186 0.0025473 -0.0250724 0.000244648 -0.0131901 0.000760277 0.000224575 -0.0358515 0.000637893 0.00035552 -0.0650393 -0.0238007 0.00071179 0.000192155 0.0138411 -0.0288752 -0.0369198 -0.0485683 -0.0169514 0.00109445 0.000689292
internal_weight=392.154 314.585 77.5692 21.4412 3.37932 11.0962 56.128 18.0619 13.4198 11.1701 8.1552 3.32166 303.489 11.2174 292.271 284.997 3.22818 281.768 279.613 2.93567 1.03027 277.328 266.77 10.5583 8.03162 7.17286 5.81702 2.1441 258.738 254.603
internal_count=4633 2903 1730 286 108 56 1444 178 153 109 93 66 2847 159 2688 2658 55 2603 2595 123 91 2579 2517 62 220 215 202 96 2297 2277
is_linear=0
shrinkage=0.0585862


Tree=613
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 2 2 2 2 0 0 0 1 1 0 0 1 2 2 2 0 0 0 0 1 2 2 1 1 2
split_gain=1.16655 4.18781 1.55801 1.44547 3.40848 1.90726 2.43271 1.42327 1.7837 1.82771 1.24799 1.74891 1.49499 1.41742 1.27333 1.16855 3.38966 2.16794 2.0395 2.21285 1.85313 3.45811 1.69764 1.69334 1.43968 1.16826 2.03915 1.06415 1.40916 1.05174
threshold=0.39170982905000007 0.39394030120000006 0.47880302985000006 0.39563186730000005 0.39814676205000005 49.960114208400007 36.558960102350007 38.238138001450004 37.995872310650007 0.54191491270000014 0.54284302865000023 0.54986377655000018 0.41461333495000008 0.43540612555000008 0.5641597557000001 0.5485614203000001 0.42111014640000005 44.202975721700007 41.542492784600007 40.94178426300001 0.53312775065000018 0.53146612375000013 0.55234873210000013 0.54353163080000011 0.41808628485000005 42.081757894750005 43.067541470150012 0.3447651268000001 0.34491482290000003 41.529896397300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 6 -5 8 9 -6 -11 -12 -13 -14 -15 17 -17 18 19 23 21 -19 -18 24 -9 -20 -27 29 -29 -4
right_child=1 3 27 4 7 -7 -8 15 -10 10 11 12 13 14 -16 16 22 20 25 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-2.0307352077280511e-05 -0.0021579364096615504 0.00082941954269458347 0.00019777864560586251 0.00057708092337606419 -0.0023721230190400832 0.0016077004185203602 -0.0021564635744997472 0.00042794182528618692 -0.0023222063404588719 0.0017368228202335667 -0.001919114922033679 0.0029284528064648916 -0.0020398052725909351 0.0013634226984026228 -0.00053075822743426141 -0.0023522468459145005 -0.0014651231600291161 -0.0020569604907409666 0.001404094736566481 -0.0010273359886300384 -0.002401743329996014 0.0013573038717765509 7.9782949755201964e-05 0.00097591203784066377 -0.00074597694676297528 -0.00043509600530045723 0.0011451059070147242 0.0012660187526683203 0.00028398442545492691 -0.0010660473690985996
leaf_weight=93.84007311714231 3.3106488408520809 7.8744244272820643 5.8226183950901014 1.5367833450436581 1.3517292598262418 0.77819930016994465 5.5406476045027375 9.8384649683721452 1.8087466872239009 1.3383913636207569 1.8485481729730944 0.66299003362655629 1.1478052856400607 2.3721289036329836 2.9330455919953238 2.2875596592202774 2.7281056866049758 1.9068222569185298 9.3189765382558125 5.1586737707257262 1.8027901612222192 2.5787753462791443 71.955757141899085 9.9194696694612485 6.3537003118544808 5.0713515290990454 7.4522785563021898 5.5648508071899405 181.91367174126208 4.1802091533318162
leaf_count=1148 91 51 24 12 32 6 185 47 43 4 22 1 51 14 342 53 21 112 38 30 23 8 1117 30 29 33 35 18 990 23
internal_value=0.000109941 -1.71782e-05 0.000183631 2.56282e-05 -1.45095e-05 -0.00124882 -0.00156291 5.02029e-05 -0.000546079 -0.000270432 5.30766e-06 -0.000253205 0.000179556 -0.000102871 0.000316196 0.000109071 -4.72523e-05 0.000311632 0.000437996 0.000123165 -0.000755665 -9.40959e-05 2.33495e-05 0.000350461 -3.26963e-05 0.000888715 0.000505215 0.000280539 0.000313134 -0.000330378
internal_weight=460.198 168.877 291.321 165.566 157.692 7.85563 7.07743 149.836 13.4634 11.6546 10.3029 8.96452 7.11597 6.45298 5.30517 136.373 76.9714 59.4013 53.1129 31.2703 6.28839 4.4856 74.6839 26.1116 16.1922 21.8426 12.5236 197.481 187.479 10.0028
internal_count=4633 2430 2203 2339 2288 203 197 2085 509 466 434 430 408 407 356 1576 1191 385 242 136 143 120 1138 106 76 106 68 1055 1008 47
is_linear=0
shrinkage=0.00192234


Tree=614
num_leaves=31
num_cat=0
split_feature=1 2 1 0 2 1 0 0 0 0 0 2 0 0 0 0 2 2 2 0 0 1 2 0 1 1 2 1 1 0
split_gain=0.173986 0.394031 0.311431 0.241964 0.982243 0.242217 0.190376 0.480349 0.278648 0.188651 0.817227 2.27102 1.41732 1.61292 0.727374 0.696393 0.425994 0.388035 2.13178 0.827774 1.3601 1.1478 1.4799 1.07584 2.40456 0.908249 0.826117 1.1906 2.36759 0.875492
threshold=0.50056884525000012 45.044778924400006 0.49585341755000006 0.62071494865000021 45.711398460000005 0.48814406755000012 0.66718062335000017 0.66977036620000019 0.68131193680000013 0.47880302985000006 0.47787491390000009 39.571921479100006 0.47811442770000007 0.47847369840000004 0.47905751325000007 0.47736594710000008 42.081757894750005 41.16018805045001 40.806664626150003 0.47697673720000006 0.47396784530000008 0.34269932035000011 38.171717059500004 0.46898296455000005 0.34007963835000005 0.34377713240000007 41.559097512700014 0.34524415440000006 0.34584293880000011 0.45995628875000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 9 5 -5 -3 -8 -9 10 15 -12 -13 -14 -11 17 -17 18 19 20 21 23 25 24 -1 -23 -19 -28 -29 -30
right_child=1 6 -4 4 -6 -7 7 8 -10 14 11 12 13 -15 -16 16 -18 26 -20 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=0.0047407863115801006 -0.058639932853291339 -0.019785239568117393 0.023335118194868217 -0.014224357747831482 -0.066825774963028967 0.034741132117046304 0.060846111017714442 0.0098316842751321395 -0.058955122321927532 0.024316404673612541 0.037727359700274736 -0.067591309308777367 0.0033068004555952026 -0.050194803978687016 0.00075353790702285155 0.021511493318857842 7.9883817431908099e-05 0.02161007546194816 -0.089529908206134448 -0.043973934379385564 0.03015414101186777 0.026607738258030748 -0.092596468621571337 0.048674054596579246 -0.10310158645655074 -0.063891359210808824 0.0035608316094124896 -0.057670947632789384 -0.037574033320221016 0.017338636624618629
leaf_weight=5.3275412013317709 0.52362919239476413 1.2754188404651361 1.9501452015538223 0.62253283191239395 0.85423832107335318 0.71731043012550799 0.43338907137513139 0.58250135276466608 0.29151340399403125 4.3857702440582207 2.1811399385333052 2.2068491652607909 5.23786663264036 2.8816885049454868 297.57222600762907 7.3862877450883371 5.2235833331942558 5.4154148432426146 1.0350644573336456 1.5630543306469906 3.6565516591072074 0.9964353144168856 1.1377416652394456 1.2892121300101278 0.78225195291452099 0.57811546303855721 26.34806281074998 3.4731882563792151 1.2736108524841254 3.8634455529972911
leaf_count=155 480 49 43 44 18 19 3 12 68 18 10 17 34 40 2724 26 28 31 34 9 25 3 77 15 9 75 377 68 97 25
internal_value=0.000331301 -0.0132078 0.00043971 0.000324041 -0.0186958 0.0119902 -0.00399705 0.0114049 -0.013111 0.000432768 -0.00201296 -0.0155267 -0.026775 -0.0156813 0.00109578 0.000424304 0.0126335 -0.00228909 -0.00974955 -0.00436318 0.000133799 -0.0107225 -0.0426851 0.000994255 -0.00906654 -0.00662011 0.000735098 -0.00249866 -0.0210412 0.00372435
internal_weight=391.066 3.10645 387.959 386.009 2.19408 1.33984 2.58282 1.3074 0.874015 383.815 81.8571 12.5075 10.3264 8.11956 301.958 69.3496 12.6099 56.7397 16.366 15.3309 13.7678 10.1113 2.71229 7.39901 6.10979 1.57455 40.3737 34.9583 8.61024 5.13706
internal_count=4633 612 4021 3978 81 63 132 83 80 3897 1155 101 91 74 2742 1054 54 1000 402 368 359 334 155 179 164 78 598 567 190 122
is_linear=0
shrinkage=0.0574375


Tree=615
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 2 1 1 0 2 0 1 2 0 0 1 0 0 2 1 1 1 1 2 1 0 2 2 0 2
split_gain=1.15828 2.25725 1.59073 3.46714 1.62216 1.62816 1.74073 3.1358 1.44117 1.51205 3.03447 1.23735 1.22776 2.01943 1.19983 1.8296 2.78464 2.36788 2.86549 1.66868 1.44925 1.39581 3.32903 2.79514 1.63738 1.46319 2.20702 3.13462 1.26517 1.20718
threshold=0.39078171310000004 0.53146612375000013 44.202975721700007 43.968221017800005 42.654057868200006 36.377496227400009 0.39431454150000006 0.39563186730000005 0.47880302985000006 43.930205408700004 0.51017933595000009 0.39170982905000007 37.817254840650008 0.5132031975000001 0.54504356155000011 0.4172030777500001 0.53998383280000006 0.54284302865000023 40.636252116050009 0.41861022125000008 0.43540612555000008 0.40437412050000004 0.41917906650000009 38.396531328800009 0.39670967935000007 0.54986377655000018 41.489621506400006 40.636252116050009 0.56065686655000013 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=8 2 3 4 5 -2 11 -8 -1 -10 -11 -7 -9 -14 15 16 -3 19 -19 -17 21 24 -23 -24 -16 -25 27 -27 -22 -21
right_child=1 14 -4 -5 -6 6 7 12 9 10 -12 -13 13 -15 20 17 -18 18 -20 29 28 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=-6.7359572471271049e-06 -0.0023393066998870244 0.00027669791268615859 -0.0020702182590755474 0.0017947832257484649 -0.0022352389115659964 -0.00033620506676537487 0.001565003866194614 0.0011459711781983955 0.00033278654694237692 0.00028344955490973022 -0.0018925695458171462 -0.0021962406336752021 0.00083859924528381191 -0.0022138977553998055 -0.00071406779439936539 0.00088448174714294994 -0.001293813373825268 0.00011148220751505537 0.001916998304433478 0.00013719043360535348 0.00064906631613641436 -0.0024484153070731102 -0.0023099387728036766 0.00061620677066469699 0.0020969888912206838 -0.0013719676593247003 -0.0022791673223156021 0.0013403140218622321 -3.7622920042449717e-05 -0.0013756523053731892
leaf_weight=94.389177846140228 1.6194778457284105 19.237020218744878 2.4597039105719878 2.437499286606907 2.2968465574085704 3.2666290923953047 3.9885585866868478 1.0162816774100063 180.82977253571153 7.8074145447462779 3.5999270901083946 2.374532850459218 1.2044134014286103 2.7039050925523043 1.5290464758873015 5.9349788874387768 5.6053430866450062 5.5216009542345992 8.7113287523388845 5.0293002203106862 12.721420888323335 3.3111990704201189 2.3541172603145268 7.4341208264231708 1.6632101517170665 3.2376483753323537 2.1746650929562747 3.3162125796079636 54.542222146632412 3.3980276612564921
leaf_count=1148 26 106 185 11 68 22 12 12 919 41 62 63 15 65 30 21 38 21 29 23 58 64 57 26 21 30 38 10 1386 26
internal_value=0.000115759 -1.29443e-05 -0.00057868 -0.000403211 -0.000693271 -0.000474296 -0.000266774 0.000272697 0.000191684 0.00028911 -0.000403258 -0.00111915 -0.000773975 -0.00127322 7.7777e-05 0.000311589 -7.76667e-05 0.000649759 0.00121656 8.80672e-05 -5.76137e-05 -0.0004605 -0.000637609 -0.000313798 0.000750532 -2.30564e-05 -0.000567519 4.29877e-07 9.22491e-05 -0.000472811
internal_weight=455.716 169.089 23.3678 20.9081 18.4706 16.1738 14.5543 8.91316 286.626 192.237 11.4073 5.64116 4.9246 3.90832 145.721 53.4376 24.8424 28.5952 14.2329 14.3623 92.2839 25.0202 21.828 18.5168 3.19226 16.1626 8.72853 6.55386 67.2636 8.42733
internal_count=4633 2463 479 294 283 215 189 104 2170 1022 103 85 92 80 1984 264 144 120 50 70 1720 276 225 161 51 104 78 40 1444 49
is_linear=0
shrinkage=0.00196078


Tree=616
num_leaves=31
num_cat=0
split_feature=0 2 1 2 0 2 2 0 1 2 1 1 2 0 0 1 1 2 1 2 1 2 0 2 0 1 1 1 1 2
split_gain=0.17318 0.971727 1.24273 1.23438 1.2969 1.46323 0.757225 0.475565 0.654197 0.452956 0.262195 1.7079 0.560402 0.558448 0.489761 0.496789 0.424823 0.379146 0.435522 0.762651 0.922587 0.300681 1.4755 1.34926 0.923242 0.832269 0.686588 0.745306 0.802977 0.427146
threshold=0.39672464895000009 49.247968080500009 0.31100865245000009 49.064150740050003 0.39614083410000006 44.952171034750002 48.553014326500012 0.3972336157500001 0.31168228495000011 35.771221912400001 0.32467590790000006 0.3298553935500001 42.081757894750005 0.45350438610000005 0.46482141255000003 0.34269932035000011 0.34007963835000005 37.572218886150004 0.36042334060000009 43.564719632750005 0.3584174126500001 49.064150740050003 0.55688452445000014 48.914776625700007 0.55788748840000013 0.48522499325000007 0.48616807880000007 0.4995808509000001 0.50491003265000012 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 2 3 4 5 -1 -4 -2 9 -9 12 -12 -10 16 17 -16 -13 -15 19 -19 -21 23 -23 29 -24 -26 -27 -28 -29 -17
right_child=7 -3 6 -5 -6 -7 -8 8 10 -11 11 13 -14 14 15 21 -18 18 -20 20 -22 22 24 -25 25 26 27 28 -30 -31
leaf_value=-0.058540604352329911 0.023761313430053676 -0.062486192088213294 0.0082341840224449594 0.089222162530366717 -0.076662370280318692 0.056631741833156328 -0.050996959396011836 0.01446679538790302 0.023366461061668772 -0.058741376345886588 -0.060879845401442069 0.0077377228284892371 -0.0090244373790554673 0.050988964497984082 -0.021707534481917808 0.00069694585135615542 -0.058099384335877274 -0.063764442308333849 0.031200058131309681 0.069325643248077537 -0.056662260826659691 -0.065507668061301913 0.071664138836503702 0.041561645264425122 -0.058194079095172394 0.034403383390174389 -0.060895729925494226 0.035927473084623504 -0.056568089215375102 -0.022114354247186451
leaf_weight=0.45423320968984615 2.6590886411722741 0.88136696349829424 1.1080565573138303 0.69346868991851796 0.46922957152128209 1.293903333134949 1.6189975589513776 0.35415213555097469 4.3033650629222384 0.9447223071474582 1.3869356911163766 0.45654292684048303 2.6185561837628484 0.93778702191775609 3.0653515649028114 352.84238831339189 0.86407584237895207 0.53070528991520427 1.4364502241369335 0.47676384449005127 0.28189016692340374 1.2320941487268999 0.52005481719970692 2.4601137782447031 0.77062120486516494 1.4437611848115923 0.71339753421489183 0.96973654255270936 0.40574339113663882 2.519740790128707
leaf_count=132 18 18 51 1 5 13 10 4 26 74 60 17 33 13 30 3535 163 11 10 1 58 99 1 19 61 9 56 8 73 24
internal_value=0.000343725 -0.00857887 -0.000151577 0.0249363 0.00483126 0.0267055 -0.0269302 0.000495129 0.000332977 -0.0387804 0.000466586 0.000269182 0.011113 0.00049721 0.00062491 0.000424377 -0.0353392 0.0207101 0.010293 -0.0129992 0.0225128 0.000610819 -0.0115884 0.000817266 0.00218504 -0.0062116 0.00512803 -0.0151061 0.00864284 0.000535199
internal_weight=390.713 6.51926 5.63789 2.91083 2.21737 1.74814 2.72705 384.194 381.535 1.29887 380.236 373.314 6.92192 371.927 370.607 366.943 1.32062 3.6636 2.72581 1.28936 0.758654 363.878 6.05541 357.822 4.82331 4.30326 3.53264 2.08888 1.37548 355.362
internal_count=4633 230 212 151 150 145 61 4403 4385 78 4307 4248 59 4188 4008 3915 180 93 80 70 59 3885 307 3578 208 207 146 137 81 3559
is_linear=0
shrinkage=0.0552071


Tree=617
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 2 2 2 1 1 0 0 1 2 1 2 0 0 1 2 1 0 2 0 1 2 0 1 2 2
split_gain=0.167824 1.26457 2.84942 1.26252 1.97323 0.814512 0.615626 2.16571 1.66701 1.63455 2.67453 3.86037 1.37146 1.62777 2.657 1.80137 1.57953 0.992511 1.34624 0.996291 0.969829 1.07831 0.67519 0.651172 1.96202 3.56787 3.5216 1.70971 1.26917 1.72745
threshold=0.39078171310000004 0.52688542260000015 40.300545846000013 0.5116313883000001 0.52432561900000019 44.026978245600006 39.427119987250002 39.788107623550012 0.34524415440000006 0.38723391515000005 0.51657136015000005 0.52468488970000016 0.3298553935500001 38.751720283100006 0.37977904855000005 38.396531328800009 0.52252926560000013 0.5195503128500002 0.37820723930000005 37.140760352250005 0.32012514595000008 0.41973294215000007 39.032633164100012 0.5132031975000001 0.37227927305000003 47.079243513300007 0.50291907430000016 0.36265381275000008 40.574766824850009 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=6 2 -2 -4 -5 -6 12 8 -8 10 23 -12 20 15 22 16 17 18 19 -14 21 -1 -15 24 26 -26 27 28 -9 -30
right_child=1 -3 3 4 5 -7 7 9 -10 -11 11 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.056337060789872398 -0.068477046303102168 6.9249731873545506e-05 -0.058543511160548192 0.036531086995824302 -0.055563234424609878 0.017746607030410613 0.0022651636130274792 0.013148007505017739 -0.039777722347841805 0.032337876610861967 -0.089752423903904338 0.0015943082662092265 0.0030631741113478581 0.017641511501898736 0.047190779035862683 -0.03603736415592964 -0.021749380962859943 0.035504930035201908 -0.022137980748362526 0.025311273345152246 -0.072045580769309656 0.044953274224404309 -0.013436533921890629 0.021571190067615119 -0.053820366147540509 0.034752631635406907 0.03836555944084355 -0.039732171346697417 -0.051430175577664994 -8.6543610150914264e-05
leaf_weight=0.53047178249107607 2.4125783687923086 132.98879345972637 0.87048672209493805 2.894116871044389 1.2729983991011975 0.60515143815428007 4.2345213256776315 20.428065547836013 6.4251190696377307 4.409245613962411 2.1557388580404213 2.9869099957868457 15.198498118428697 3.7180384024977666 6.4902385622262955 3.082710587186738 4.9995869975537053 3.5839574486017218 3.8481820672750464 8.4905542694032174 1.0063551760831613 0.61329654976725578 3.8520975658902898 4.2148248497396699 4.2771506961435071 1.7281139381229875 6.8820231929421416 2.8295340990880495 1.797899967059492 130.45186744436796
leaf_count=62 56 2226 51 49 56 25 21 129 47 25 35 24 175 18 19 23 27 16 24 50 44 7 26 21 56 10 48 26 70 1167
internal_value=0.00028991 -0.00114309 -0.021158 -0.000926611 0.00958302 -0.0319424 0.00110412 -0.000284725 -0.0230763 0.00104898 0.000272841 -0.0366972 0.00593681 0.00758115 0.022767 0.00213473 0.00539251 0.00975283 0.0064012 0.0110373 -0.0347975 -0.00202448 0.00182731 0.00137431 0.000868793 -0.028332 0.00194866 0.000337018 0.00107961 -0.000784546
internal_weight=389.279 141.044 8.05533 5.64275 4.77227 1.87815 248.235 192.821 10.6596 182.161 177.752 5.14265 55.414 53.2639 14.0604 39.2035 36.1208 31.1212 27.5372 23.6891 2.15012 1.14377 7.57014 172.609 168.395 6.00526 162.389 155.507 152.678 132.25
internal_count=4633 2463 237 181 130 81 2170 1679 68 1611 1586 59 491 378 63 315 292 265 249 225 113 69 44 1527 1506 66 1440 1392 1366 1237
is_linear=0
shrinkage=0.0520229


Tree=618
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 0 2 0 1 1 1 2 1 1 0 0 2 0 1 1 0 0 1 2 1 1 1 1 1
split_gain=1.2467 2.92268 1.51219 1.75538 2.348 2.28 1.38544 2.16092 1.8844 1.86194 1.68087 1.69029 1.60119 1.51099 1.67281 1.28924 1.34616 1.27653 1.25126 1.50275 3.59465 2.89719 1.38305 1.23256 1.86773 1.29212 1.92547 1.21479 4.08918 1.25165
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 43.930205408700004 0.51017933595000009 0.35394149875000008 0.54504356155000011 39.571921479100006 0.54284302865000023 0.43540612555000008 0.41861022125000008 0.41625999220000004 42.081757894750005 0.42039160505000012 0.40206880030000008 0.56065686655000013 0.55544744170000004 49.960114208400007 0.5619592227500001 0.43837010870000009 0.44512140355000007 0.57161462230000015 0.57559653900000007 0.42307116555000007 38.536700832000001 0.41997245590000004 0.41218825785000007 0.39431454150000006 0.39563186730000005 0.39170982905000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 27 -1 -4 5 -5 7 13 10 12 11 -9 23 14 -3 16 -11 -14 -17 21 22 -20 -21 25 -25 26 -8 29 -29 -2
right_child=1 6 3 4 -6 -7 9 8 -10 15 -12 -13 17 -15 -16 18 -18 -19 19 20 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-3.8957121300505734e-06 -0.00056514587679306228 0.0004202748876917189 0.00034602657396937706 -0.00097400974487257222 -0.0018897291615097601 0.0012451448644176131 0.0010434795539269056 0.00021099145117210735 0.0011393683080932857 -0.00015599148645240282 -0.00074365473168728504 0.0015601372171860049 -0.002242184123795155 0.00067900430147963919 -0.0013579732845420847 -0.0015520853001098236 0.0011702647368746542 0.00030480299704708949 -0.00030405795669758394 -0.0028993461988648939 6.4503575185935084e-05 0.0021583564313217836 -0.0002532816302282582 -0.0024011494453063942 -0.00034350256622306348 0.00096049209001154582 -0.0015124485508355822 0.0012431740060511018 -0.00095026803393826788 -0.0022338011822021844
leaf_weight=94.062736997409957 3.7122591137886074 3.0112650282680971 178.08844041824341 3.5510496227070671 3.1727227652445436 3.5689896140247583 1.8825047705322555 16.760146846063442 14.192805104888974 4.6829871125519258 5.2148512061685315 4.5367145985364905 3.1526986423414192 3.8604871779680243 6.2660753168165684 1.9736430887132872 7.9163885724265128 0.99542298191227008 3.8917400343343607 2.2984209214337166 40.646380864542152 3.4794121733866632 1.1342167471302671 2.1072665564715853 8.6906149983406049 4.6503098830580711 2.8468688353896141 4.4527229196392026 12.27851536934031 3.2337297359481454
leaf_count=1148 30 20 919 20 62 21 13 88 52 26 33 13 75 18 40 12 32 28 26 30 1269 20 29 55 50 18 37 18 347 84
internal_value=0.000119605 -1.42196e-05 0.000199142 0.000300523 -0.000486792 0.000138363 9.06215e-05 0.000339595 0.000562761 -5.77516e-05 0.00025408 0.00049839 -0.000521483 -0.000351833 -0.000780785 0.000113106 0.000677316 -0.00163098 -1.99559e-05 3.8817e-05 -9.82181e-05 0.000858278 -0.00202503 -0.000293391 -0.000745064 0.000226575 -0.000495073 -0.000652688 -0.000366522 -0.00134199
internal_weight=450.312 167.868 282.444 188.381 10.2928 7.12004 144.191 53.8423 40.7045 90.3489 26.5117 21.2969 24.3257 13.1378 9.27734 66.0232 12.5994 4.14812 53.4238 51.4502 44.079 7.37115 3.43264 20.1776 10.7979 9.37968 4.72937 23.6772 16.7312 6.94599
internal_count=4633 2463 2170 1022 103 41 1984 264 186 1720 134 101 276 78 60 1444 58 103 1386 1374 1328 46 59 173 105 68 50 479 365 114
is_linear=0
shrinkage=0.00196078


Tree=619
num_leaves=31
num_cat=0
split_feature=0 1 2 2 0 0 0 1 1 0 1 0 2 2 1 0 1 1 1 2 2 1 2 2 2 2 2 1 2 0
split_gain=1.20818 1.85585 1.81128 2.54506 1.88477 1.6962 1.52845 1.48997 2.66666 1.64409 3.92637 2.38659 1.54723 2.3142 2.00946 1.46961 1.50239 2.298 3.00605 1.94026 2.72037 1.35423 2.04286 1.87305 2.93281 1.83197 1.3043 1.2155 1.15162 2.02231
threshold=0.52324780695000006 0.38045268105000002 38.238138001450004 37.995872310650007 0.52863686715000002 0.5296248615500001 0.54191491270000014 0.38976377950000002 0.39995808510000008 0.54504356155000011 0.41917906650000009 0.54353163080000011 41.972095654800007 45.921757303800007 0.41218825785000007 0.47721625100000004 0.39078171310000004 0.39019789825000006 0.38906020780000011 40.300545846000013 42.686561923500008 0.39563186730000005 41.404176814550006 43.61821939175001 43.663128814500006 49.960114208400007 42.320906304050006 0.41808628485000005 40.574766824850009 0.5195503128500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 -2 3 4 -3 -6 -7 -4 21 11 -11 12 27 -14 -15 -1 17 18 28 -18 -21 22 -9 -23 -25 -26 -24 -10 29 -17
right_child=1 2 7 -5 5 6 -8 8 9 10 -12 -13 13 14 -16 16 19 -19 -20 20 -22 23 26 24 25 -27 -28 -29 -30 -31
leaf_value=-5.9191537646851522e-05 -0.0016893366589938066 -0.001629876077889051 0.0011322405545319751 -0.0025164015867710971 0.0016419713824080847 -0.0016230482299544576 6.3867432337647199e-05 0.00069430980286312141 0.00021689356163083514 -0.0024142143164812791 7.758477069062908e-05 0.0012759768141476348 0.0009275072342240019 0.0017902485406125041 -0.0022731977733113605 0.00041677137060986883 -0.0027570005648125382 0.0014463741575926757 -0.0013170140770099531 0.0016948737358113415 -0.0021482356051398159 -0.0023208598864806035 -0.0025431935808317746 0.0031887954806480959 -0.0022779850028492687 0.0013401051043307717 -0.00046121514357129348 -0.00086281191822694067 0.00019627092100144036 0.0017021428048030853
leaf_weight=60.499805162748089 2.4629043741151682 3.2906967494636836 5.208867233246564 2.1824826442898475 2.1007638722658148 2.5391772352159014 11.058618256480257 5.1479442408308405 10.198743857443334 2.5106311589479438 76.866514323060983 10.715323492884634 14.462713457643988 0.64307060092687551 1.7176738096168263 66.911303818225861 1.39907647948712 6.6319334134459487 4.4682504907250395 1.6598100746050479 1.2350857845740391 3.5215337797999373 1.5364959286525843 0.73457685299217734 1.8791513517498972 0.75390848331153382 4.68236925592646 6.6047802790999404 125.98699676059186 5.0620034784078589
leaf_count=980 27 40 24 47 7 37 437 36 44 54 1174 39 67 2 81 337 23 23 26 8 64 83 29 2 101 8 67 30 718 18
internal_value=0.000129828 4.18305e-07 2.5138e-05 -0.000511104 -0.00028063 2.19591e-06 -0.000251138 0.000102274 6.44858e-05 0.000167712 -1.2287e-06 0.000470133 0.000213349 0.000633693 -0.00116631 0.000210549 0.000287037 0.000310619 0.000273409 -0.000861054 5.52397e-05 -0.000635071 -0.000219316 -0.00132105 -0.000275548 -0.00124204 -0.00097561 -0.000207495 0.000309307 0.000507174
internal_weight=444.673 170.819 168.356 21.1717 18.9893 15.6986 13.5978 147.184 141.975 123.719 79.3771 44.3423 33.627 16.8235 2.36074 273.854 213.354 209.06 202.429 4.29397 2.8949 18.256 11.3668 6.88917 3.36764 2.63306 6.21887 16.8035 197.96 71.9733
internal_count=4633 2436 2409 568 521 481 474 1841 1817 1491 1228 263 224 150 83 2197 1217 1122 1099 95 72 326 132 194 111 109 96 74 1073 355
is_linear=0
shrinkage=0.00196078


Tree=620
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 0 0 2 2 1 2 2 0 0 1 1 2 2 1 2 2 2 2 1 1 2 0 1 0 2
split_gain=1.2224 1.75722 1.59821 2.65218 2.62206 1.60641 1.37644 1.34316 3.31013 2.13973 2.01601 2.85141 1.76571 4.43462 3.2132 1.53045 1.37578 1.23253 1.40257 1.22647 2.88468 1.47651 1.37708 1.35681 2.67436 1.25561 1.61202 1.24924 1.14851 1.52024
threshold=0.39078171310000004 0.53146612375000013 0.47938684470000009 44.279556297950009 47.927946529500012 0.47961138885000004 0.47905751325000007 41.873095646600007 41.741384785950011 0.34536391125000004 43.477771593600004 42.759119507950011 0.47568935060000012 0.45995628875000011 0.34506451900000007 0.34524415440000006 41.16018805045001 40.467253020850002 0.3459626957000001 44.202975721700007 43.968221017800005 42.654057868200006 36.377496227400009 0.39431454150000006 0.39563186730000005 37.892416320650007 0.51657136015000005 0.39170982905000007 0.54504356155000011 39.571921479100006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 19 6 5 -5 -4 7 8 9 15 11 12 13 -9 -14 -1 17 18 -11 20 21 22 -2 27 -25 -26 -27 -24 29 -3
right_child=1 28 3 4 -6 -7 -8 10 -10 16 -12 -13 14 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=9.0887542919196775e-06 -0.002202827978385993 -0.0002757107543543364 0.001183918530126676 -0.0018935319606987182 0.00037104934120761265 0.00030274810151476245 -0.0015975613464265801 -0.002221065553333605 0.0017971965234396649 0.0017654472232726864 0.00013120464797955112 -0.0017743502456116392 -0.0029282579474537197 0.0014918320321291026 -0.00012781779082662986 -0.001271286750941646 0.0017383631529207979 -0.00088547759771109727 -0.00025848465578805761 -0.0019613077812007636 0.0016643292047732209 -0.0021155156547404226 -0.00022618863548153054 0.0013837800513319858 0.0011477026805625768 0.00051673601376889884 -0.0021324821784874572 -0.0020876793158127981 -6.3275486894602442e-05 0.00047192480274526363
leaf_weight=33.556634979293449 1.408617783337841 12.823093509301541 7.6745415329933158 3.830050944350659 3.4535708948969841 172.9341001752764 1.8743343874812115 1.5221003009355651 4.4433114223647854 2.6866799592971784 28.046347456751391 5.7343711540452196 1.890120679512618 4.5825571268796921 6.3254765961319208 3.6795154430437824 3.8524575494229794 2.0673955827951431 2.2219695292878896 1.8987656482495356 2.1878923550248137 2.0957087427377692 3.0928540825843802 3.8411519490182382 0.98565915506333102 1.2245762357488277 2.4440844301134348 2.1852396307513118 91.476281419782026 39.166809150949121
leaf_count=424 26 78 40 62 24 866 12 58 17 7 314 140 24 20 54 33 13 15 47 185 11 68 22 12 13 15 64 63 1720 186
internal_value=0.000118382 -1.12437e-05 0.000191964 0.000295226 -0.000819768 0.000340191 2.64504e-06 3.24567e-05 0.000240877 9.70038e-05 -0.000195059 -0.000651338 -0.000201641 0.000566079 -0.000772101 -0.000117432 0.000834389 0.000335178 0.000849286 -0.0005155 -0.00037447 -0.000632642 -0.00042795 -0.000246434 0.000219808 -0.000740804 -0.00124819 -0.000996884 6.38486e-05 0.000287524
internal_weight=455.206 164.831 290.376 187.892 7.28362 180.609 102.483 100.609 52.508 48.0647 48.101 20.0546 14.3203 6.10466 8.2156 37.2362 10.8285 6.97605 4.90865 21.3646 19.4658 17.2779 15.1822 13.7736 8.49547 4.65432 3.66866 5.27809 143.466 51.9899
internal_count=4633 2463 2170 992 86 906 1178 1166 556 539 610 296 156 78 78 457 82 69 54 479 294 283 215 189 104 92 79 85 1984 264
is_linear=0
shrinkage=0.00188464


Tree=621
num_leaves=31
num_cat=0
split_feature=1 1 1 0 1 2 0 0 2 1 2 1 1 1 2 0 0 1 1 0 2 2 1 2 2 1 1 1 2 0
split_gain=1.55251 3.60366 2.05115 1.9244 2.8873 2.07762 1.44884 1.35764 1.30212 2.0694 2.0474 1.79462 2.0988 1.55372 3.10345 2.35376 1.43915 1.78349 1.17614 2.58022 1.46538 1.45619 3.33929 1.82776 3.84997 1.98105 1.7776 1.73315 1.54822 2.35201
threshold=0.37227927305000003 0.36880632320000012 0.37407562650000009 0.47938684470000009 0.36510882910000009 36.952388736350009 0.47961138885000004 0.48077901860000011 41.319407281650008 0.34494476210000008 41.741384785950011 0.3459626957000001 0.34575312120000007 0.35986946500000005 36.558960102350007 0.48458129995000004 0.48149755995000004 0.3453339720000001 0.35331277505000008 0.45995628875000011 50.189067467950004 41.965446242000006 0.34518427590000006 41.16018805045001 40.806664626150003 0.34515433670000012 0.34542378970000004 0.34587287805000005 42.498713093000006 0.47500074850000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 6 -6 -5 -8 13 -10 -11 12 16 15 -15 -9 -12 -18 21 20 -20 23 28 24 -1 -25 -24 -28 29 -23
right_child=2 -3 -4 4 5 -7 7 8 9 10 11 -13 -14 14 -16 -17 17 -19 19 -21 -22 22 26 25 -26 -27 27 -29 -30 -31
leaf_value=4.8224199033802797e-05 -0.0015025952284341856 0.0013058012797162784 3.030846703690904e-05 0.0011665911465731007 -8.4959180444837157e-05 -0.0020672955129318357 -0.00016854569410145072 0.00038866570870241994 -0.0008377095804097712 -0.00048796076041162707 0.00121897253846837 0.00015072503220233988 0.0016880493976932003 0.0010295931752863927 -0.0013463123680251036 0.0014592406445105765 0.00078514405147270467 -0.00086671266676615298 -0.0020972970826370974 0.0013506194556544416 0.0022387539216840516 0.00043895695240345271 -0.0024793935829728938 -7.1335741601788423e-05 -0.002433967974572084 0.001163408099615281 -0.00012500924807028066 -0.0017852759703525204 0.00016665592056494069 -0.0029418695110450411
leaf_weight=29.83193742876756 3.2755585685372344 11.002603473141788 212.00385035608269 8.6260730698704702 6.057601619511841 2.8839054075069726 16.076892390847206 15.558159589767458 5.7532029673457137 8.6395923867821676 6.1398816406726864 23.434980824589729 8.1959306448698026 4.5504763294011337 3.6703024134039879 14.816217970103024 5.2868840247392637 4.447073295712471 1.4947158698341798 5.6934107425622642 0.35676485300064076 1.4928920808597497 2.9397776294499627 8.7949636583798583 2.5028495907317838 10.57587776891887 5.9422120284289104 3.81533368001692 25.832258885318879 1.5498426165431736
leaf_count=391 33 50 2697 41 26 37 73 60 28 43 23 105 68 19 25 88 20 25 117 30 1 30 58 68 40 35 55 36 290 21
internal_value=0.000126196 0.000230535 6.98475e-06 0.000180183 0.000331012 -0.000724322 0.000406385 0.00035013 0.000433108 0.000260318 0.000372835 0.000529386 0.000898061 0.000710222 -3.11691e-05 0.000910878 0.000490176 3.04738e-05 -2.04838e-05 0.00070955 -0.00126178 -7.95334e-05 -0.000347398 0.000135835 -0.000143908 0.000602796 -0.001169 -0.000774196 1.38867e-05 -0.0012831
internal_weight=461.242 245.963 215.279 234.96 134.137 8.94151 125.196 116.57 100.493 61.8975 56.1443 47.5048 24.0698 38.5952 8.22078 30.3744 15.8738 9.73396 100.823 7.54489 1.85148 93.2779 41.5723 51.7056 32.3348 19.3708 12.6973 9.75755 28.875 3.04273
internal_count=4633 1903 2730 1853 681 63 618 577 504 312 284 241 136 192 44 148 68 45 1172 148 118 1024 490 534 431 103 149 91 341 51
is_linear=0
shrinkage=0.00192234


Tree=622
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 2 1 1 2 0 1 0 1 1 2 1 0 2 2 2 2 1 0 0 1 2 1 0 2
split_gain=1.12821 2.15765 1.45981 1.39191 1.54037 2.95712 1.81962 1.54784 3.19884 2.25529 1.40043 1.2656 1.08777 1.71503 1.70317 2.6407 2.51237 2.36843 1.47838 1.26213 1.14174 1.09481 2.10893 2.60903 1.80976 1.04476 1.32951 1.03307 2.49284 0.974032
threshold=0.39078171310000004 0.53146612375000013 0.47721625100000004 36.377496227400009 44.202975721700007 43.968221017800005 42.654057868200006 0.39431454150000006 0.39563186730000005 37.041406607950009 0.5132031975000001 0.39170982905000007 0.54504356155000011 0.43540612555000008 0.4172030777500001 40.636252116050009 0.40651477500000005 0.54284302865000023 42.081757894750005 49.960114208400007 38.804629908750009 40.806664626150003 0.41284692075000012 0.5485614203000001 0.5641597557000001 0.43593006200000012 36.772607578000013 0.39995808510000008 0.53499895210000015 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 3 -1 -2 5 6 7 11 -9 -10 -11 -5 14 18 16 -16 20 -17 21 -20 -3 22 -14 -24 -25 -15 -27 28 -22 -4
right_child=1 12 29 4 -6 -7 -8 8 9 10 -12 -13 13 25 15 17 -18 -19 19 -21 27 -23 23 24 -26 26 -28 -29 -30 -31
leaf_value=-7.5771444968433753e-05 -0.0022577846977928154 -0.00070885768860866447 0.00047177299517760029 -0.00029496900927717496 -0.0019714926466413646 0.0017497505796677947 -0.0021237207245753346 0.0014547023157391516 0.0019804279084745234 0.00037165838636904627 -0.0021236905527441939 -0.0021137393120206779 0.0012691025976234709 0.0016474152065964756 1.0151309992736773e-06 0.00026838826088363321 -0.0013808035858323615 0.0018146334707451648 -0.0021397600440729967 0.00022196483135360657 0.00095793278179072655 0.00025539426332113149 0.00022996928554250341 -0.0022555127262430153 0.00029267889078135541 -0.0019996947966056983 9.4125644637261591e-05 0.00075329156885784213 -0.0015411444638453089 0.00017904991455635776
leaf_weight=63.360616446851054 1.5951531911268855 3.9754506237804952 52.890408754348755 3.1868127547204592 2.0773679960984728 2.2819916252046815 2.226684406399726 3.9612796250730735 0.83578219637274731 1.108830099925399 2.8573601450771093 2.3692291276529431 1.7441093027591765 1.50569756515324 13.425895901396872 6.0857026558369389 4.3283337485045186 8.3410418257117254 3.0409626492764792 1.0924565107561646 2.9652635082602528 8.1231145784258825 3.8982407152652723 4.904383113142103 1.2403108002617953 1.094947914527437 66.225366154772928 10.963645756244658 2.7165404567494988 170.63516826415434
leaf_count=973 26 32 238 22 185 11 68 12 5 15 72 63 12 7 57 34 28 29 75 28 21 36 15 88 22 281 1156 38 25 959
internal_value=0.00010489 -1.76758e-05 0.000176738 -0.000560844 -0.000431361 -0.000261432 -0.000538811 -0.000292354 0.000201027 -0.000833165 -0.00142606 -0.00107054 6.62223e-05 -5.65777e-05 0.000282207 0.00060256 -7.54269e-05 0.00116237 -0.000489894 -0.00151556 0.000198572 -0.000276962 -0.000643839 -0.00097605 -0.00174116 9.47963e-05 6.00702e-05 0.000415295 -0.000236907 0.000248314
internal_weight=455.058 168.172 286.886 22.5005 20.9053 18.828 16.546 14.3193 8.76325 4.80197 3.96619 5.55604 145.671 92.8696 52.8019 27.8526 24.9492 14.4267 24.0436 4.13342 20.6209 19.9102 11.787 10.0429 6.14469 68.826 67.3203 16.6454 5.6818 223.526
internal_count=4633 2463 2170 479 453 268 257 189 104 92 87 85 1984 1720 264 120 144 63 276 103 116 173 137 125 110 1444 1437 84 46 1197
is_linear=0
shrinkage=0.00188464


Tree=623
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 0 2 2 1 2 1 2 2 1 1 0 1 1 0 0 2 0 2 0 0 0 1 1 1
split_gain=0.190768 0.360311 0.389676 0.487997 0.404493 0.323089 0.583208 0.280184 2.66106 1.2697 0.968658 2.00173 1.82723 1.26259 1.17577 2.82871 2.17995 1.88328 5.29357 1.16983 1.06507 1.04316 1.08915 1.02505 1.47034 0.936513 1.35462 2.83305 2.20795 0.850502
threshold=32.724174661450007 35.119813570500007 0.34377713240000007 0.49877249185000011 0.38723391515000005 0.5380527529500001 0.54450465555000005 40.300545846000013 40.467253020850002 0.4172030777500001 40.003678352300007 0.34569324270000007 39.896141435400004 39.476991512000005 0.34524415440000006 0.35210023650000005 0.51809826055000008 0.39019789825000006 0.41997245590000004 0.45798030000000006 0.53938504835000012 39.262923716450011 0.49877249185000011 38.621016321050007 0.47787491390000009 0.50101793360000013 0.53998383280000006 0.4373072662500001 0.45051046375000009 0.36510882910000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 -4 -5 -6 -7 10 9 -9 12 -12 13 19 -15 -16 -17 -18 20 -3 -19 22 23 24 -21 -13 -27 -28 -29 -24
right_child=1 7 3 4 5 6 -8 8 -10 -11 11 25 -14 14 15 16 17 18 -20 21 -22 -23 29 -25 -26 26 27 28 -30 -31
leaf_value=-0.018488877524491742 0.041581642330273533 -0.04541676806355608 -0.017140588254907326 0.028904143271592533 -0.024106759258379854 0.042002484963035526 -0.0081025717234700124 0.040314054778084925 0.00021829712473096809 -0.002081022313228131 0.010773761078828107 -0.067793140341824126 0.030526793887072998 0.0078157060356183455 -0.089778942378082705 0.024738884385040381 -0.080012847190951947 -0.01525415714729908 -0.10591355241603667 -0.0050289090894679164 0.037276909588738957 0.021140004397888632 -0.037107162489889614 -0.0088445579145465802 0.036484108959613452 0.0047142795327393605 -0.099264609007701468 0.044841584849873231 -0.065526721611376723 -0.0023613559733043654
leaf_weight=1.6552587142978143 1.1684000566601742 1.6663927084300656 2.0579716569045541 3.2078036367893219 1.0859767775982616 1.2141703814268114 1.8729310614526182 7.9763875899370742 249.17790494248038 3.1148229433892993 5.7006233893334857 1.8305550956865753 5.8800439848127999 5.1657587066292789 1.7862165146507312 3.3402813225984564 1.8052098900079707 2.2373563125729561 1.5461186421671298 4.2127417381852883 2.7018228881061077 8.3025514307955728 2.3353797346353522 4.9799161637201896 7.5615013390779495 3.1925044432282448 1.7156884707510469 1.3009388744831087 1.029690749965084 51.40122684776361
leaf_count=241 19 103 29 15 10 5 103 42 2981 29 28 17 32 24 16 23 16 34 37 28 9 50 14 27 42 20 17 5 53 564
internal_value=0.000587528 0.000668375 0.0109049 0.00710756 0.0138685 0.00231082 0.011604 0.000382605 0.00141958 0.0284079 -0.00187228 -0.0153741 2.83709e-05 -0.00178229 -0.015012 -0.023801 -0.0136683 -0.0291428 -0.0149829 0.00127321 0.0134813 0.00226065 3.69989e-05 0.0125726 0.021631 -0.0318095 -0.0227099 -0.0443473 -0.00392001 -0.0038714
internal_weight=392.224 390.569 10.6073 9.43885 7.38088 4.17308 3.0871 379.962 260.269 11.0912 119.693 14.77 104.923 99.0425 18.5828 13.417 11.6308 8.29051 6.4853 80.4597 4.93918 78.7933 70.4908 16.7542 11.7742 9.06938 7.23882 4.04632 2.33063 53.7366
internal_count=4633 4392 181 162 133 118 108 4211 3052 71 1159 140 1019 987 159 135 119 96 80 828 43 725 675 97 70 112 95 75 58 578
is_linear=0
shrinkage=0.0563112


Tree=624
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 0 2 1 1 0 1 2 1 2 2 0 0 0 0 2 1 2 2 1 1 2 2 0 0 0
split_gain=0.18108 0.44762 0.182245 2.45486 0.85319 1.21921 0.778936 0.668542 1.7978 2.56762 1.36826 1.75559 2.8598 2.44182 4.15422 2.16584 2.56168 1.9229 1.28874 2.29609 3.14077 1.37665 1.16528 3.60073 2.09815 1.39626 1.34948 2.09691 1.25038 1.9779
threshold=0.39587138110000003 0.3733870243500001 0.39170982905000007 0.39394030120000006 0.52366695610000014 0.52432561900000019 40.371455563000005 0.4172030777500001 0.40437412050000004 0.53938504835000012 0.41808628485000005 40.806664626150003 0.42111014640000005 40.890797847750008 41.087689990200012 0.54284302865000023 0.55688452445000014 0.55980359870000018 0.53447501570000011 41.444941515100005 0.3975479776000001 45.205561619650005 40.003678352300007 0.42802610700000004 0.43929822460000006 40.636252116050009 40.574766824850009 0.56065686655000013 0.53998383280000006 0.54191491270000014
decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 8 18 -10 -9 22 -13 -14 -15 -16 -17 -18 19 20 -7 -21 28 -24 -25 26 27 -26 -12 -30
right_child=2 -3 3 4 5 7 -8 10 9 -11 11 12 13 14 15 16 17 -19 -20 21 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=0.0040750597770902409 0.0013343244328824116 -0.057791619426411728 -0.054367429227985244 -0.0016162880527175779 0.05526152203658144 0.025019357504020501 -0.057727705923508975 0.032419009208683638 0.00050635073489338912 -0.055670506988689188 -0.045409207788123775 0.035149508369010984 0.036895180652997829 -0.088973642470993167 -0.04755700401256454 0.026589910743808107 -0.077743946789653087 -0.001038721898216903 0.0094728325521431529 -0.062046666747855556 -0.054888123975399189 0.012864929691495502 -0.065641008332556761 0.032064651048365679 0.030410341994131108 -0.073312307906589269 0.033841259400982211 -0.062120526285551765 0.056558908934907316 -0.0025863433240303564
leaf_weight=0.80399961862712988 251.85811486661987 0.45953002805617871 2.1162810042151241 1.2591173660475754 1.0068989135615982 4.7584659485146421 1.2159085464081725 3.5891946805641046 4.2319463978055847 3.9171919784275815 1.5483281817287231 7.5836898745037606 4.5785854452115009 1.3160262230376236 2.1609644347918211 9.4706908594816905 0.83976926654577511 30.317561513453256 15.56343396916054 2.7954247714951639 1.6584854666143654 0.78576500620692957 3.2055824846029264 2.7894201129674911 0.9581125155091289 1.050391516604577 1.2761611724272373 1.6967660938535116 1.5010009072721029 24.302001191331328
leaf_count=18 2015 170 91 21 20 37 65 15 51 69 14 41 27 31 52 48 15 750 112 131 54 4 22 9 3 22 9 79 5 633
internal_value=0.000473687 -0.0184251 0.000535017 -0.000929142 -9.37677e-05 0.000447945 -0.0291822 2.94929e-05 -0.00604599 -0.0264972 0.00211546 0.00096566 0.00658778 0.00213857 -0.00146955 0.00122175 0.00381624 -0.00310612 0.000473931 -0.0135341 0.00436697 -0.04561 -0.00728792 -0.0210508 -0.00265678 -0.0220995 -0.00841522 -0.0287273 -0.00176469 0.000854228
internal_weight=390.615 1.26353 389.351 137.493 135.377 132.902 2.47503 131.895 33.7107 8.14914 98.1842 94.5951 56.2673 48.6836 44.105 42.789 40.628 31.1573 25.5616 9.99814 6.41695 3.58119 38.3278 10.9764 7.77085 4.98143 3.93104 2.65488 27.3513 25.803
internal_count=4633 188 4445 2430 2339 2253 86 2233 458 120 1775 1760 964 923 896 865 813 765 338 226 91 135 796 144 122 113 91 82 652 638
is_linear=0
shrinkage=0.0500028


Tree=625
num_leaves=31
num_cat=0
split_feature=0 0 2 1 1 1 0 0 0 0 2 2 1 2 0 1 2 1 2 1 0 0 2 1 2 2 2 0 2 2
split_gain=0.17783 0.847614 1.74645 1.00614 0.711409 1.63751 0.765273 1.33988 2.21041 1.02442 1.22708 2.56727 1.21046 1.69288 2.94453 0.755607 2.50131 1.58146 2.00842 0.958985 0.733151 0.594049 0.500127 0.498325 1.6212 1.86081 1.71052 1.15553 1.06303 1.06137
threshold=0.47880302985000006 0.47787491390000009 40.518963363600001 0.34521421515000011 0.3447651268000001 0.34491482290000003 0.47905751325000007 0.47938684470000009 0.47943175355000006 0.48077901860000011 42.759119507950011 41.16018805045001 0.34545372890000009 42.876019054300009 0.48588365620000007 0.34575312120000007 41.184662530950007 0.3459626957000001 42.684965421050009 0.34614233110000009 0.48265022005000008 0.47736594710000008 42.477827694800006 0.3584174126500001 41.319407281650008 39.852039223600009 43.157831852650006 0.49688632075000011 39.354247760400007 42.409092016550012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 21 -3 -4 20 -6 -7 -8 -9 10 11 -10 13 14 -11 16 -14 18 -17 -19 -2 -1 -18 24 25 -21 29 28 -25 -26
right_child=4 2 3 -5 5 6 7 8 9 12 -12 -13 15 -15 -16 17 22 19 -20 23 -22 -23 -24 27 26 -27 -28 -29 -30 -31
leaf_value=-0.0018098140082178687 0.00014559610906687015 0.0059147604933019434 -0.067680807226145265 -0.020677644750394509 0.031284826568257769 0.026131478584312424 -0.04815425326894187 0.055556349449751879 -0.0017756089068797754 -0.023584078732017434 0.011684352182903101 -0.056891347229022039 0.018096326425855489 0.038323795179184862 0.035762165537005786 0.0059109823902183216 -0.047307822669914346 -0.034946807624452507 0.057987787019117741 -0.0079176675555192554 -0.029862953671355528 0.010977884879024383 -0.018839518300582885 -0.0027008327225996488 0.003290096120389711 0.045067905311333117 0.023095893965392428 0.00011657309302615939 -0.060999287267269851 -0.027321136925539485
leaf_weight=55.940274575819785 5.0565403578802925 5.943022742867468 1.8050504205748437 4.4279063725844026 5.1026591733098021 3.363024339079856 1.5738920643925656 2.0714174509048453 6.0711113363504392 5.4552710689604265 3.9112246781587592 3.913612924516201 4.4521982446312887 5.8067846000194541 4.1409842520952225 6.7914615049958211 3.4201278537511826 2.1723898351192465 3.0091498792171478 2.8466775044798869 4.1936050355434418 12.517757780849932 3.5320135802030563 1.8466092487797134 6.3063605725765246 5.418848991394043 5.5510071478784075 203.35713806685089 1.683637977868784 6.452424444258213
leaf_count=1000 22 29 30 42 18 13 11 22 30 32 13 32 16 23 28 27 22 10 59 25 25 54 22 10 31 45 28 2836 42 36
internal_value=0.000452068 -0.00176597 -0.0146661 -0.0342897 0.00103369 0.00148318 0.000964436 0.000672366 0.000939004 0.000543618 -0.0135097 -0.0233788 0.00126093 0.0157093 0.00202506 0.000394447 -0.0129575 0.00101485 0.0219005 0.000146172 -0.0134589 0.000528455 -0.0328446 0.000472715 0.00731293 0.0268195 -0.00149284 -0.000405932 -0.0305044 -0.0121907
internal_weight=388.134 80.634 12.176 6.23296 307.5 298.25 293.147 289.784 288.21 286.139 13.8959 9.98472 272.243 15.403 9.59626 256.84 11.4043 245.436 9.80061 235.635 9.25015 68.458 6.95214 233.463 26.5753 8.26553 18.3098 206.887 3.53025 12.7588
internal_count=4633 1155 101 72 3478 3431 3413 3400 3389 3367 75 62 3292 83 60 3209 60 3149 86 3063 47 1054 44 3053 165 70 95 2888 52 67
is_linear=0
shrinkage=0.0530633


Tree=626
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 0 2 1 1 1 2 2 0 0 1 1 0 2 2 1 2 2 1 0 1 1 2 2 1
split_gain=1.1541 1.89506 1.66883 2.16441 2.51225 1.53147 2.33081 1.71764 3.39147 1.85784 1.92232 1.79815 1.68385 1.8303 1.45874 1.42294 1.70258 1.41159 1.3845 3.77715 2.50041 1.29574 2.43867 1.95896 3.546 5.58197 2.59178 1.26048 1.2145 1.53975
threshold=0.39078171310000004 0.53146612375000013 0.47938684470000009 43.930205408700004 0.51017933595000009 0.35331277505000008 0.45995628875000011 41.965446242000006 0.34518427590000006 0.34542378970000004 0.34587287805000005 41.741384785950011 42.498713093000006 0.47500074850000013 0.47736594710000008 0.34536391125000004 0.34524415440000006 0.47961138885000004 42.759119507950011 43.564719632750005 0.34007963835000005 42.670715716450012 41.243661560350013 0.34569324270000007 0.48654231910000006 0.34524415440000006 0.35331277505000008 50.189067467950004 42.283941020600004 0.34587287805000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -5 7 27 11 12 -10 14 15 13 -9 -11 16 -1 -4 -14 -20 -21 22 -19 24 25 -24 28 -7 29 -25
right_child=1 -3 3 4 -6 6 -8 8 9 10 -12 -13 18 -15 -16 -17 -18 21 19 20 -22 -23 23 26 -26 -27 -28 -29 -30 -31
leaf_value=-2.8484290378378137e-06 -0.00057621270062021071 6.6786759917996267e-05 0.0011761809130196781 0.00010489659607189896 -0.0019508795346568817 -0.0020603909280946255 0.0012882192643998451 0.00019342078100188857 -0.0025367874210645552 -0.00098800082206588341 -0.0018603445433227925 0.0011415325286366425 0.001326149644303162 -0.0028847610714735519 0.00094376803079935828 0.00072259484140343457 -0.0013773552264912275 0.00040745359328922163 -0.0018951719200718707 -9.3317248067587862e-05 0.0015190665360781824 0.00065437414237081413 -0.00021781725452895743 0.0015856871483936959 0.00096742977223742972 -0.0030786367442004218 -0.00093863750378822596 0.0021929854796540306 -0.0003029081056807144 0.00030907342091680335
leaf_weight=32.718318776693195 19.380673265608493 134.38660009837258 7.3577611148357382 6.702817300334571 3.2675770055502653 1.352116433205081 6.688736982177943 1.3787147249677247 2.9555936437100163 3.1422505229711515 3.7834534046705812 6.0326905825640997 3.2561752771143828 1.4801951739937065 2.6736258789896965 8.6990724960342032 3.7075906564714378 90.362004358321428 3.3528998311958302 13.817224308208099 4.784932740032672 33.320256400853395 6.8363129049539548 5.3023147061467233 3.4417610615491858 3.9922097884118557 6.2698217593133441 0.31803047657012928 5.5461837425827971 10.222177803516386
leaf_count=426 479 1984 40 39 62 117 36 30 58 38 36 35 21 21 17 40 33 447 81 172 16 191 31 15 16 36 50 1 25 40
internal_value=0.00011978 -1.42562e-05 0.00019267 0.000302029 -0.000568839 -6.76123e-06 0.000780978 -7.85027e-05 -0.000373605 -0.00120411 -0.000793784 0.000155843 -2.14596e-06 -0.0014003 -9.99443e-05 2.40674e-05 -0.000142752 0.000352321 0.000156403 -1.70838e-05 0.000321428 0.000315648 0.000230127 -0.000154956 -0.000732289 -0.00127253 0.000146381 -0.00125046 0.000469241 0.000745095
internal_weight=436.53 153.767 282.763 182.621 9.97039 100.142 8.35888 91.7827 40.6251 12.5549 9.59933 51.1577 28.0701 2.85891 5.81588 45.125 36.4259 172.651 25.2112 21.9551 18.6022 165.293 131.973 41.6108 14.2703 10.8285 27.3405 1.67015 21.0707 15.5245
internal_count=4633 2463 2170 992 101 1178 154 1024 490 149 91 534 341 51 55 499 459 891 290 269 188 851 660 213 83 67 130 118 80 55
is_linear=0
shrinkage=0.00192234


Tree=627
num_leaves=31
num_cat=0
split_feature=2 0 2 1 0 1 1 0 2 1 1 1 0 2 2 0 0 2 1 2 2 1 1 1 0 0 0 1 2 0
split_gain=1.15218 2.39826 2.35042 1.39591 4.26944 2.06529 1.58867 1.36496 3.22242 3.17652 3.17047 3.51806 2.39882 2.82827 1.76326 1.70632 1.55997 3.21136 1.29908 1.23302 4.44984 1.33544 1.14649 2.63868 3.04609 1.06482 2.70775 3.19057 1.88636 2.82107
threshold=42.081757894750005 0.57927906350000014 42.027798546600003 0.3584174126500001 0.49194634890000005 0.36476452800000009 0.36510882910000009 0.48001556840000009 43.968221017800005 0.36042334060000009 0.3447651268000001 0.34007963835000005 0.48389269780000005 42.206017975500011 44.131787411600008 0.48185683060000012 0.47774018740000007 44.749265482150008 0.47447681205000009 42.783136484500005 42.686561923500008 0.34626208795000007 0.34524415440000006 0.34566330350000002 0.48911709230000006 0.52507409960000018 0.53146612375000013 0.40651477500000005 43.521589032450009 0.50913146310000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 8 9 10 11 -2 15 -14 -10 -9 17 -16 -3 20 -12 -21 -15 -24 -25 28 27 -27 -26 -30
right_child=7 18 -4 5 -6 6 -8 12 14 -11 19 -13 13 22 16 -17 -18 -19 -20 21 -22 -23 23 24 25 26 -28 -29 29 -31
leaf_value=0.00025683115348054957 -0.0022482238823064026 -0.002040403338307766 0.001282989706263931 -0.001066388475916349 0.0018689289326195529 0.0013257408231516314 7.9307980650789649e-05 0.00024330203343361404 0.0015940656037957579 0.0013502794095579772 -0.0019328921947509819 0.00096818724705753623 -0.0028429866861667354 -0.0012653374683746818 -0.0024983943934835571 0.0013852377129884082 0.0014494965762844282 9.6951462713453654e-05 -0.00020621847172826307 -0.0027058964316829977 0.00098329417532415971 -0.00067982228972075494 0.0018337145355644268 -0.0017938619369427314 0.00074419611000673454 -0.0024372147879516072 5.607819969407743e-05 0.00038350309585263084 0.00040521970946442884 -0.0019291971247935179
leaf_weight=109.16222317787469 1.709212567540823 2.6122407193470272 7.4128051325678816 5.7115580146200946 6.4283232800662509 3.8775774240493766 148.34668117022375 11.944229159504177 2.9784921333193806 2.328661630745045 6.3400873383507115 4.7462350912392139 1.2982200149272092 2.5216373205184928 1.9647618136368752 8.1245818734168989 2.4811520697548977 17.055483350297436 3.1448340151182492 4.4591809259727588 2.7821380086243153 1.6459271144121883 2.9615344852209082 3.4051539695356032 17.618926142342392 3.6462890030816189 53.999377148400526 2.4964179252274334 5.9331003420520556 2.8233269972843118
leaf_count=831 114 180 30 56 46 14 990 54 14 28 77 19 26 15 33 72 8 195 428 83 13 13 7 37 80 147 815 56 53 99
internal_value=0.000116047 0.000189739 0.000214907 0.000185961 0.000346485 6.84772e-05 0.000111058 -1.1791e-05 -0.000282897 -0.000783259 -0.00101239 0.000116576 0.000100789 -2.47264e-05 0.000207891 0.000705599 1.58699e-05 -0.000171144 -0.00103847 -0.00149101 -0.0010435 -0.00215967 1.36227e-05 4.83442e-05 -1.04557e-05 5.97356e-05 -8.1494e-05 -0.00129087 0.000381773 -0.000347464
internal_weight=451.96 286.696 280.939 273.526 115.591 157.936 152.224 165.264 48.4913 24.0114 21.6828 6.45545 116.773 96.704 24.4799 20.0688 21.5014 19.0202 5.75707 15.2273 9.12223 6.10511 95.4058 92.8841 89.9226 86.5174 60.1421 6.14271 26.3754 8.75643
internal_count=4633 2575 1967 1937 877 1060 1004 2058 597 347 319 133 1461 1335 250 126 236 228 608 186 90 96 1309 1294 1287 1250 1018 203 232 152
is_linear=0
shrinkage=0.00192234


Tree=628
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 2 2 2 2 1 1 0 0 1 2 0 1 1 2 2 2 2 1 1 0 0 0 1 1
split_gain=1.16099 2.54111 1.81231 2.13812 2.98293 2.28191 1.35889 1.6316 1.1685 3.02558 1.93374 3.88139 1.34907 1.1314 1.48055 2.3455 2.22598 2.05299 1.30461 1.36011 2.76583 1.78141 2.64432 1.52448 1.32566 3.50344 1.33723 2.37018 1.45159 2.60954
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 43.930205408700004 0.51017933595000009 0.35394149875000008 36.377496227400009 36.654713368950006 44.202975721700007 43.968221017800005 0.39563186730000005 0.39431454150000006 0.5132031975000001 0.54504356155000011 0.4172030777500001 40.636252116050009 0.54284302865000023 0.40651477500000005 0.43540612555000008 41.362929270750008 41.087689990200012 41.935569238650011 42.081757894750005 0.43075057630000008 0.4529056016000001 0.55619592225000014 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -4 5 -5 -2 -8 9 10 11 -9 -12 14 17 -16 -17 -3 19 20 23 -21 -23 -15 26 -26 -20 -28 29 -29
right_child=1 13 3 4 -6 -7 7 8 -10 -11 12 -13 -14 18 15 16 -18 -19 24 21 -22 22 -24 -25 25 -27 27 28 -30 -31
leaf_value=-1.2008995692566556e-05 -0.0023209834477857507 0.00022984320993615332 0.0003602285345073039 -0.00092001089224972785 -0.0019286281842750825 0.0012001871573615994 0.0023470092206855394 -0.0011941342954724897 -0.0020075264429558065 0.0017379296555013785 0.00010545732235797307 0.0012556955839956598 -0.0021490919367799653 -0.00015566010916195783 4.7904165294372185e-05 0.00028105826717306226 0.001827629537002069 -0.0012506522508452216 0.00097108918686413361 -0.0030814804984539462 0.0017601584059276105 0.0017042916499896402 -0.0014369262501125457 -0.0017796862932461795 -0.005026796339503382 -0.0001102948603520004 -0.0013260225117443308 0.00092816247547488327 0.0011170675641161945 -0.00060056935012847831
leaf_weight=96.664511213894002 1.5906414370983863 20.220431686379019 182.55318415164948 3.5922582540661079 3.6616527382284403 3.9260921515524387 0.72945970296859997 5.968477415852254 1.9143390057142813 2.1023025792092076 1.273858091328292 3.9858867637813091 4.2629887857474387 11.336135698948061 13.276676220819356 5.9571549119427791 8.1359742134809476 4.1760895559564224 9.4002754958346468 1.4090333692729462 2.4307704567909232 1.3225198090076444 3.9426457155495882 2.6318653281778088 0.54562296159565704 29.160262086261355 3.5864335224032429 7.2076586475595894 6.5889774998649946 9.6519166261423361
leaf_count=1148 26 116 919 20 62 21 2 96 185 11 24 13 122 104 57 34 29 28 35 14 6 5 103 44 10 1157 19 44 25 154
internal_value=0.000130129 1.85733e-07 0.000202981 0.000310252 -0.000505799 0.000187159 -0.000610161 -0.000475691 -0.00058124 -0.000426047 -0.000719719 -0.000213183 -0.00163039 9.46854e-05 0.00032076 0.000627694 0.0011739 -2.35815e-05 -3.64938e-05 -0.000430078 -0.000132323 -0.00116167 -0.000647906 -0.000461661 0.000100806 -0.000200599 0.000346543 0.000129383 0.000351986 5.29808e-05
internal_weight=453.206 162.808 290.398 193.733 11.18 7.51835 21.828 20.2373 19.5079 17.5935 15.4912 9.95436 5.53685 140.98 51.7663 27.3698 14.0931 24.3965 89.2141 23.073 16.3988 6.6742 5.26517 13.968 66.1411 29.7059 36.4353 27.035 23.4486 16.8596
internal_count=4633 2463 2170 1022 103 41 479 453 451 266 255 109 146 1984 264 120 63 144 1720 276 154 122 108 148 1444 1167 277 242 223 198
is_linear=0
shrinkage=0.00192234


Tree=629
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 0 0 0 0 2 2 1 1 1 0 2 0 0 0 0 1 1 2 0 0 2 0 2 1 0
split_gain=0.188785 0.795655 2.16218 1.27146 1.71132 1.80081 1.02514 1.54339 1.09907 1.0175 0.985069 1.21547 1.14437 0.984147 0.851615 0.781305 0.723092 0.569114 1.12311 0.530751 0.371063 0.777983 0.233476 1.26843 0.901086 1.01327 0.94474 0.383168 0.724431 1.66361
threshold=36.558960102350007 0.5218855723000001 0.52366695610000014 0.5116313883000001 0.50035927070000008 0.49877249185000011 0.52401125715000008 0.52863686715000002 0.5296248615500001 35.119813570500007 36.165040341950011 0.36510882910000009 0.36476452800000009 0.34007963835000005 0.49405706415000006 37.041406607950009 0.42314601355000009 0.50452082270000009 0.52889135055000014 0.56859076075000015 0.39431454150000006 0.43540612555000008 37.765550062200006 0.52324780695000006 0.54986377655000018 37.572218886150004 0.57670429030000014 38.060777288450005 0.37407562650000009 0.52889135055000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 5 10 -4 -8 -9 19 11 12 13 16 -15 17 -1 -2 -19 -10 -20 -22 23 -17 -25 26 -26 28 -24 -30
right_child=15 2 6 -5 -6 -7 7 8 9 -11 -12 -13 -14 14 -16 22 -18 18 20 -21 21 -23 27 24 25 -27 -28 -29 29 -31
leaf_value=-0.037046605693969559 -0.0034397285400439462 -0.12899083280829851 0.052145588736653807 0.037318856494750752 -0.025403718673970448 0.058032137467700501 -0.065381965038737527 0.071980179753703383 0.011473237020308048 -0.058298678424808667 0.051514824115082812 -0.054214187949472803 0.057227478731944871 -0.073527867276136277 0.0068575119009392808 0.025291330748870168 0.033189677599874054 -0.080528789547881841 0.018038413796972266 -0.056115801794741037 -0.062713178692832161 0.01729361774145222 0.012759824465320991 -0.030371391652676286 -0.072135111904448504 0.035538057245438064 0.024569028519040376 0.00057545980181107322 -0.074923868190608076 0.0034718134520125938
leaf_weight=0.54981601145846681 3.7248968505300573 0.40109810419380565 0.85512138903141011 4.0743784606456748 4.0279551558196536 2.1928495727479458 1.1523090135306118 0.56953918933868397 3.6181809397530746 0.85971643153243338 0.9991083820350467 1.1571228504180906 0.98875951766967762 0.88392838822619502 0.63960868865251541 5.9253021311014873 1.6552545847371218 1.0000180006027224 0.73833610117435489 0.35965293357094186 0.79945174558088161 0.59835881728940876 1.7672235025092948 2.9265310782939196 0.62395984865725063 1.8343771931249646 0.52278150912025012 340.67101925459428 1.3229443277232351 1.7981110157925284
leaf_count=73 28 4 2 22 23 11 20 1 47 75 30 7 5 52 5 44 25 11 3 211 20 30 15 24 16 18 27 3730 20 34
internal_value=0.000580325 0.00504241 -0.00899253 0.0114314 0.00337645 0.0161626 -0.00250106 -0.00962512 0.00225727 -0.00595142 0.00280522 -0.00547911 0.00647512 -0.00698349 -0.0397806 0.000274267 0.0156768 -0.0174627 -0.0341182 0.00536222 -0.0123915 -0.0284648 0.000614774 0.007944 -0.00945516 0.0110781 -0.0280492 0.0003638 -0.0143871 -0.0297583
internal_weight=389.238 24.9844 7.81562 17.1688 13.0944 9.06645 7.41452 6.5594 5.40709 4.83755 6.8736 5.87449 4.71737 3.72861 1.52354 364.253 2.20507 6.86106 3.13616 3.97783 2.13615 1.39781 357.392 11.833 5.90765 2.98112 1.14674 345.559 4.88828 3.12106
internal_count=4633 613 360 253 231 208 356 354 334 333 197 167 160 155 57 4020 98 92 64 258 53 50 3928 129 85 61 43 3799 69 54
is_linear=0
shrinkage=0.0530633


Tree=630
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 0 1 2 1 2 0 2 1 2 2 1 2 1 0 0 0 1 1 0 1 0 0 2 2
split_gain=1.24615 2.18892 1.99066 1.73974 1.63763 2.78144 3.70739 1.94191 1.75876 1.23619 1.65862 2.5275 2.76431 2.1315 3.19195 2.57366 1.21308 1.50997 1.26896 3.00683 1.83619 2.43025 2.18072 3.0583 2.95742 2.4501 1.39402 1.29898 1.52404 1.39548
threshold=0.39078171310000004 0.5380527529500001 0.54504356155000011 0.47721625100000004 40.300545846000013 0.52769378160000013 0.52889135055000014 0.40115565405000009 40.467253020850002 0.42473279245000012 43.61821939175001 0.52432561900000019 41.404176814550006 0.39814676205000005 44.701063782750005 48.823707093150006 0.43540612555000008 42.081757894750005 0.4529056016000001 0.56065686655000013 0.55980359870000018 0.56300709560000006 0.45107930900000009 0.43837010870000009 0.57161462230000015 0.44512140355000007 0.57559653900000007 0.56300709560000006 44.749265482150008 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=3 4 -3 -1 5 -2 -7 -8 -6 10 11 -10 -13 15 -15 -12 17 -4 20 -20 -18 -22 23 24 -23 26 -25 -21 29 -29
right_child=1 2 16 -5 8 6 7 -9 9 -11 13 12 -14 14 -16 -17 18 -19 19 27 21 22 -24 25 -26 -27 -28 28 -30 -31
leaf_value=-8.0090057883911911e-05 -0.0023529705058931323 0.00045771905609604029 -0.00020536803191020732 0.00027411273556781794 0.0014782300688680997 0.0014014541903793454 -0.00039873716333377671 -0.0026978362692927937 0.0012041059694947438 -0.0020629221741587577 -0.0021671532693766618 -5.4511718651702994e-05 -0.0022736433700122679 0.0023082163820632696 -0.00022398929984204113 0.0023956101802617277 0.0010197006605749271 -0.0014979952806006994 -0.0036757997642996114 0.0012244000541712806 -0.0013865138834923158 -0.00031694941156326379 0.0011806346431359812 -0.0027494011325968968 0.0020863061782740275 -4.5216382371094574e-05 -0.00036783064020538342 -0.00037484153890806119 0.00024234670396075769 -0.0019881153994927626
leaf_weight=63.204840631966363 3.6928854836150995 39.45104347076267 18.87103193206713 223.14296075841412 2.1770677920430925 2.7515524402260763 3.4213238805532455 2.1094066258519888 1.9427007781341723 1.3257758720428672 1.9262580417562261 3.886380273848772 4.0942044975236058 3.169116348028183 3.999666016548872 0.56873321393504728 9.6829641992226225 3.8676750902086487 0.85448892856947978 2.4549784474074832 3.5606221631169346 3.6234136419370833 6.8944076187908641 2.465154480654745 3.6516920947469771 7.3590551531524397 1.3516165793407706 15.383300879231685 15.077895389404146 2.1735059651546171
leaf_count=973 83 173 173 1197 7 18 32 23 9 103 102 36 91 8 52 6 35 103 16 13 19 24 25 30 20 95 29 745 251 142
internal_value=0.000119799 -7.10338e-06 0.000100634 0.00019593 -0.000427183 -0.000992731 -0.00038623 -0.00127561 -0.000133871 -0.000301694 -0.000182483 -0.000723691 -0.00119297 0.000373259 0.000895427 -0.00112707 -4.41914e-05 -0.000425234 7.20577e-05 -0.000182741 0.000309393 7.1453e-05 0.000276275 -6.16503e-05 0.000889349 -0.000680721 -0.00190603 -9.76791e-05 -0.000197134 -0.000574562
internal_weight=458.136 171.788 136.723 286.348 35.0651 11.9752 8.28228 5.53073 23.0899 20.9128 19.5871 9.92329 7.98058 9.66377 7.16878 2.49499 97.2718 22.7387 74.5331 35.9442 38.5889 28.906 25.3453 18.4509 7.27511 11.1758 3.81677 35.0897 32.6347 17.5568
internal_count=4633 2463 1893 2170 570 156 73 55 414 407 304 136 127 168 60 108 1720 276 1444 1167 277 242 223 198 44 154 59 1151 1138 887
is_linear=0
shrinkage=0.00188464


Tree=631
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 2 1 0 0 1 2 2 1 2 2 0 2 0 1 1 2 1 2 2 2 2 1 0 0 1
split_gain=0.196018 0.345154 0.679141 1.2575 0.384915 0.259887 0.258767 0.643094 0.614174 0.325838 0.199404 2.31031 1.0182 0.899476 0.75407 1.56791 1.33923 1.11715 0.8265 0.897656 0.744175 1.40919 0.672432 1.01468 1.45502 1.1167 0.989554 1.85573 1.98675 1.76939
threshold=32.724174661450007 34.823977857500005 33.96174662340001 33.361153777850006 0.38772791230000009 34.424709467050008 0.38045268105000002 0.51657136015000005 0.53017873715000008 0.31753540315000006 40.300545846000013 40.467253020850002 0.40115565405000009 40.21994457600001 40.767054867700004 0.54504356155000011 40.890797847750008 0.56300709560000006 0.34515433670000012 0.3459626957000001 40.621691032550004 0.3447052483500001 40.165165956550005 40.003678352300007 39.896141435400004 39.476991512000005 0.34524415440000006 0.49820364660000011 0.51809826055000008 0.39019789825000006
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 9 -8 -9 -1 13 12 -12 22 15 18 17 -16 20 -20 -13 -22 23 24 25 -3 -27 -28 -29 -30
right_child=1 10 4 -5 5 -7 7 8 -10 -11 11 14 -14 -15 16 -17 -18 -19 19 -21 21 -23 -24 -25 -26 26 27 28 29 -31
leaf_value=0.028825203708809005 0.017864114884447491 0.0016011167715253259 0.048604541738710635 -0.059651397117966971 0.032557447413859665 -0.024841256139725588 -0.1082825586988425 0.053520771792755398 -0.062308926098604826 -0.068197914693144554 0.041009910865072129 -0.0096108127733101536 0.0031390896624567937 -0.029322445727760653 0.0062438688402241338 -0.046458591804772888 0.00020286266187563202 0.048612822894699828 0.03205725564682993 -0.0076719612366717036 0.0094173895452036391 -0.13566925514768902 0.03073991921314731 -0.021075107927281244 0.029033097143471326 0.007361858107462379 -0.071650913963161811 0.029138867434982323 -0.080753174593455573 -0.013603099252925119
leaf_weight=0.15238096122629829 2.6020899680661382 83.10748263827918 2.061843598261476 0.99223636694659934 0.57470953022129811 0.51192495021678042 0.15623740758746862 0.57375225424766541 0.21638015343887673 0.53922639638767578 7.0690793322864902 2.6225350145250554 3.7185746138857212 3.851609524957893 5.2674023471772653 3.5513766950607524 224.23349495045113 3.5931137431762181 3.2660856619477254 4.8516062586568296 0.4164739716798066 0.51257315743714571 2.3109561442615805 8.1734678524007887 5.741010441153775 5.1593998149037388 2.2273287349380544 2.8438197746872893 1.7079552561044673 6.370555200977833
leaf_count=14 36 864 27 37 23 22 2 5 146 74 40 32 31 34 25 41 2741 29 13 36 4 60 17 89 32 24 18 21 16 80
internal_value=0.000642671 0.000728195 0.0138674 -0.00353453 0.0337335 0.00551631 -0.0195816 0.000324886 0.0218005 -0.0468209 0.000495416 0.00141369 0.0279556 -0.00146293 0.000260615 -0.0123736 0.00108561 0.0234253 -0.00200035 0.00831276 -0.0255726 -0.0706297 -0.000550805 -0.0011778 0.000339876 -0.0012844 -0.0143822 -0.0229136 -0.0129749 -0.0277999
internal_weight=388.977 387.339 6.7428 3.59433 3.14848 1.08663 1.63798 0.94637 0.790132 0.691607 380.596 259.102 10.7877 121.494 248.315 15.2207 233.094 8.86052 11.6693 8.11769 3.55158 0.929047 117.642 115.331 107.158 101.417 18.3091 13.1497 10.9223 8.07851
internal_count=4633 4392 145 73 72 45 241 153 151 88 4247 3052 71 1195 2981 186 2795 54 145 49 96 64 1161 1144 1055 1023 159 135 117 96
is_linear=0
shrinkage=0.0585862


Tree=632
num_leaves=31
num_cat=0
split_feature=0 1 0 2 0 2 2 0 0 1 1 0 1 0 2 2 2 0 0 0 0 2 2 0 1 2 0 0 1 0
split_gain=1.3758 2.0558 2.0038 1.77247 3.07327 1.66117 2.55739 1.98883 1.9977 1.66741 3.24735 1.95182 2.88676 1.53718 1.53013 1.79434 1.78682 2.70715 1.70772 1.97292 1.4285 1.44164 1.96603 4.98424 2.14618 4.30844 3.23192 2.02968 4.89735 3.13077
threshold=0.52324780695000006 0.38045268105000002 0.47880302985000006 43.521589032450009 0.50913146310000013 38.238138001450004 37.995872310650007 0.52863686715000002 0.5296248615500001 0.38976377950000002 0.39995808510000008 0.5485614203000001 0.42111014640000005 0.54191491270000014 44.279556297950009 41.542492784600007 40.00488309970001 0.54353163080000011 0.53312775065000018 0.53146612375000013 0.52252926560000013 42.684965421050009 42.243697547450004 0.49588335680000006 0.35585760905000008 37.892416320650007 0.50218556330000019 0.50913146310000013 0.37820723930000005 0.51809826055000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 -5 6 7 -3 -9 -7 -11 14 -13 -10 15 16 17 -12 19 -16 21 22 24 -24 -4 -26 -27 -28 -29 -30
right_child=1 5 3 4 -6 9 -8 8 13 10 11 12 -14 -15 18 -17 -18 -19 -20 -21 -22 -23 23 -25 25 26 27 28 29 -31
leaf_value=-1.7311706976488759e-05 -0.0017755807090122293 -0.0016191186364014709 0.00055634479325761667 4.7294921254763547e-05 -0.0024470049218424149 0.0011647335348207648 -0.0024491024708583557 0.0017295606865518811 -0.0015413414234149967 -0.00069598710273599258 3.6443284096571914e-05 -0.0023112448984984333 2.2633921890719506e-05 5.2793123185240587e-05 -0.0020221265803343933 0.0010078558056622455 -0.0002651150796163882 0.001651932050352765 -0.002359716156621814 0.0011524499281888056 0.0012236971861057861 0.00073878848071880546 -0.0013978828904753187 0.0013360341026899636 0.00061103069726108723 -0.0017537695669491752 0.0007746952560747565 -0.0025154864487176975 0.0012642417086234658 -0.00069691848023550505
leaf_weight=95.346629971463699 2.3983234898187211 3.3179815709590974 69.144135780632496 12.628121181391178 2.133878302469383 5.1440490521490565 2.1823512953415038 2.1725313514471081 2.7494194898754349 18.731279802508652 9.556247256696226 2.0135911500547072 71.52433393226238 11.953535323151298 1.0557486031320871 18.863159703090787 13.534165754914282 6.4006793126463881 1.4235093314200638 2.2982822060585022 7.1245955526828757 28.300091472454369 7.5760663188993913 3.6522210538387299 26.048790558241308 5.7831318443641093 6.3860724465921548 3.508888732641938 4.8534904140979034 7.9111285842955112
leaf_count=1155 27 40 318 94 60 24 47 7 37 326 41 50 1138 437 79 80 58 16 21 8 25 172 53 14 125 47 34 42 16 42
internal_value=0.000125562 -8.0153e-06 0.000209081 0.000325729 -0.000313261 1.64999e-05 -0.000472216 -0.000258569 8.93575e-06 8.91387e-05 5.10859e-05 0.000161559 -4.12716e-05 -0.000245306 0.000442291 0.000544833 0.000248673 0.000684452 -0.000595553 0.000153188 0.000381122 0.000344331 0.000261557 -0.000508623 0.000331503 4.62017e-05 -0.000471088 -0.000143724 -0.000504132 4.87734e-05
internal_weight=455.716 175.319 280.397 185.051 14.762 172.921 22.3758 20.1935 16.8755 150.545 145.401 126.67 73.5379 14.703 53.1318 48.3543 29.4911 15.9569 4.77754 3.35403 170.289 163.164 134.864 11.2283 123.636 54.4915 28.4427 22.6596 16.2735 12.7646
internal_count=4633 2436 2197 1042 154 2409 568 521 481 1841 1817 1491 1188 474 303 195 115 57 108 87 888 863 691 67 624 306 181 134 100 58
is_linear=0
shrinkage=0.00192234


Tree=633
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 0 2 2 2 2 1 2 2 1 1 0 0 0 1 0 1 2 1 2 2 2 2 1 1 1
split_gain=0.198016 2.03092 1.29911 1.43377 1.18818 1.00594 1.37146 0.837315 1.11588 1.05656 0.682908 0.905449 0.579397 0.476832 1.18316 0.485602 1.5964 0.517317 1.83462 1.79299 1.17047 2.57122 2.81218 0.482785 0.465259 2.21963 1.905 3.11727 1.90697 1.68618
threshold=0.47938684470000009 0.47943175355000006 0.35331277505000008 0.47396784530000008 0.3459626957000001 0.47847369840000004 40.518963363600001 42.123054668150012 42.283941020600004 44.749265482150008 0.3584174126500001 50.189067467950004 42.154118731400011 0.34569324270000007 0.34566330350000002 0.47757552170000012 0.47721625100000004 0.47568935060000012 0.34521421515000011 0.47396784530000008 0.34506451900000007 41.362929270750008 0.34524415440000006 40.767054867700004 41.243661560350013 41.16018805045001 41.873095646600007 0.34488488370000009 0.34458549145000011 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 5 13 -7 -4 -9 -10 -11 -12 -6 14 15 16 17 18 19 -1 -19 -22 -23 -17 25 -3 28 -28 -26 -30
right_child=1 24 3 -5 12 6 -8 8 9 10 11 -13 -14 -15 -16 23 -18 20 -20 -21 21 22 -24 -25 26 -27 27 -29 29 -31
leaf_value=-0.0022012900613219899 0.059929639278185849 0.0018502596908443714 -0.062237491892662214 0.047505079855923886 -0.0066437504255349713 -0.00076295878888343405 -0.050261916983417608 0.064331986361652896 -0.074242025981783116 0.071373612885452103 -0.065113692228644438 0.064387269146218187 -0.048523697937723057 -0.025581593205904595 0.045797273863953075 0.004576360281133101 0.02728056093799781 -0.032928317405338109 -0.066410498028496634 0.032239794715151711 0.055134951721901485 0.011555959731777267 -0.080339716446035575 -0.020862363353600259 0.041956491138605473 0.039434676118875307 -0.078794466671753161 0.0030994345970359574 -0.042690143150555547 -0.010002056012308216
leaf_weight=26.581023639941122 1.9387298822402943 147.50271652780521 0.66933754572528359 3.5596758835017681 1.7836927858879779 4.2976195067167273 3.2379371025599539 0.84386569261550937 0.65225374343572173 0.46192222833633401 0.48044722992926836 0.28305742144584656 2.8015154381282628 2.3069960046559563 1.8879709728062142 3.8801522776484472 7.0858915671706191 5.1590193025767785 1.2584966336871719 6.1382811944931737 2.1669991426169872 3.1910674851387739 1.6754157571122048 6.7304750010371208 1.8806255906820322 5.3727112644701256 1.5541946757584799 114.73097592493286 6.8205747455358532 21.994301632890711
leaf_count=608 22 1534 50 17 19 19 41 3 28 1 61 1 29 27 10 17 26 44 34 38 7 24 39 42 5 41 11 1577 44 214
internal_value=0.000635189 0.00133157 -0.0017768 0.022044 -0.00384169 -0.00211973 -0.0220321 -0.00468442 0.0094702 -0.0151857 0.0162479 -0.0171032 -0.032232 8.48895e-05 0.000985394 -0.000339293 0.00189625 -0.00199955 0.00164245 0.00426 -0.012149 0.00309247 -0.0200816 -0.0115598 0.000952702 0.00317114 -0.00135471 0.00200489 -0.014082 -0.0177394
internal_weight=388.928 301.795 87.1331 6.95056 80.1826 75.5973 7.53556 3.39088 2.72155 1.87768 1.22543 0.763505 4.58521 68.0618 65.7548 63.8668 53.2562 46.1703 33.9778 32.7193 12.1925 7.03348 4.86648 10.6106 299.856 152.875 146.981 116.285 30.6955 28.8149
internal_count=4633 3448 1185 161 1024 976 60 144 94 91 63 62 48 916 889 879 820 794 680 646 114 70 63 59 3426 1575 1851 1588 263 258
is_linear=0
shrinkage=0.0574375


Tree=634
num_leaves=31
num_cat=0
split_feature=2 0 2 1 1 1 1 0 1 1 1 1 2 1 2 0 2 0 2 0 2 1 1 2 0 0 2 1 1 1
split_gain=0.954197 2.21108 1.35097 1.29981 1.25185 1.12232 1.00574 4.0084 1.71618 1.13852 2.58805 2.12277 1.59299 1.49735 1.29998 1.67046 2.60168 1.91308 1.46912 1.00861 1.30004 1.27858 1.1721 1.00009 1.95277 0.957334 3.31527 2.48771 2.22825 2.60646
threshold=42.154118731400011 0.57927906350000014 42.027798546600003 0.47447681205000009 0.47941678395000004 0.35027394390000005 0.3584174126500001 0.49194634890000005 0.36476452800000009 0.3465914194000001 0.34608245260000009 0.35331277505000008 41.909642283050012 0.35585760905000008 41.741384785950011 0.48654231910000006 41.600558339100012 0.48368312325000012 41.529896397300007 0.47943175355000006 39.746231405950006 0.34494476210000008 0.34548366815000003 37.995872310650007 0.41973294215000007 0.48001556840000009 43.477771593600004 0.3447651268000001 0.3459626957000001 0.34575312120000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 -4 7 9 -8 10 12 -11 14 -13 15 16 17 18 19 22 -21 -22 23 24 -1 26 27 -2 29 -27
right_child=25 3 5 4 -6 -7 8 -9 -10 11 -12 13 -14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 -25 -26 28 -28 -29 -30 -31
leaf_value=-0.002087332695964535 0.00033097369230989515 -0.0020431005842746017 0.00011145128827234333 0.0012741184884511546 -0.0010992426946593297 0.0013672101913850317 -0.0010015639096165043 0.0018525854936977495 0.00011586280318568927 -0.0019069957271886627 0.001394337822636155 0.001337669121931498 -0.001241070221214214 -0.00085754600029387456 0.00098751699088878739 0.0016672434207581229 -0.0018659808514511873 -0.00082929663485493737 0.0014550952935516955 0.0013907358228846406 0.0010927849998969923 9.9966653964110462e-06 0.00080506968590737511 -0.00027967834631412885 0.00094476989444694894 0.00026568570937223743 0.00016276494991029756 -0.0012886699278895596 -4.0269273222717132e-05 0.0017804658800968959
leaf_weight=0.90511293945019033 4.7137509810854707 2.4687265300890422 4.3685676995664817 1.3004839060595261 2.2287003635974543 6.6088547520339489 5.2616208090912542 5.9496534038335076 146.39329265034758 2.5721962451934806 7.2028936594724646 2.3693645754829049 2.7581275220727539 2.2278949452447705 7.8852150295861057 2.6636858060955992 2.3658185270614913 6.3512771129608145 3.6783060668967655 4.9420410245656994 5.4629710167646435 15.363235980272291 5.963437817990779 27.769365218584426 5.9104890362359583 17.684296373277906 30.148727687541395 13.660084705101324 93.771168104780372 5.5042185485362998
leaf_count=131 80 180 26 15 419 32 56 46 1004 27 47 16 34 24 31 17 21 39 12 19 18 63 21 261 50 83 320 183 1295 63
internal_value=0.000113302 0.000181506 0.000206692 -0.000973134 -0.000224673 0.000867469 0.000179215 0.000317074 7.7094e-05 0.000231204 0.000284659 -0.000508583 0.000197798 0.000273838 0.000242258 0.000170043 0.000119377 0.000180899 0.000272563 0.000206973 0.000504361 0.000294025 1.79852e-05 -0.000117731 0.000542106 -2.49945e-06 -0.000229503 -0.000873155 9.16764e-05 0.000625247
internal_weight=446.454 280.971 274.973 5.99791 3.52918 10.9774 263.996 112.341 151.655 106.391 99.222 7.16946 92.0191 4.59726 89.261 81.3757 78.7121 76.3462 69.995 66.3167 25.7682 20.8262 40.5484 34.585 6.8156 165.482 48.5226 18.3738 116.96 23.1885
internal_count=4633 2609 1995 614 434 58 1937 877 1060 831 764 67 717 40 683 652 635 614 575 563 100 81 463 442 181 2024 583 263 1441 146
is_linear=0
shrinkage=0.00192234


Tree=635
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 1 1 1 2 2 0 1 1 1 2 2 2 0 0 1 0 0 2 1 1 1 0 0 0 1
split_gain=0.215592 1.04173 1.04118 1.01192 1.10401 0.848193 0.719496 1.32026 1.98437 0.893023 1.08041 0.691319 0.533356 2.36028 1.6666 1.05345 1.69812 1.65126 2.10049 1.46396 2.80273 1.41318 1.24012 1.22752 0.703425 1.26594 1.33332 0.693401 1.8555 1.21074
threshold=0.54504356155000011 0.54353163080000011 0.43540612555000008 42.081757894750005 49.960114208400007 0.41997245590000004 0.42307116555000007 0.41997245590000004 38.110427674550003 40.300545846000013 0.5485614203000001 0.43593006200000012 0.39563186730000005 0.39814676205000005 36.558960102350007 41.972095654800007 42.283941020600004 0.54191491270000014 0.53499895210000015 0.42111014640000005 0.54284302865000023 0.5206281249000001 40.00488309970001 0.41347564445000012 0.39431454150000006 0.39170982905000007 0.53146612375000013 0.52769378160000013 0.52401125715000008 0.39019789825000006
decision_type=2 2 2 2 2 2 2 2 2 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 6 -5 -3 7 8 -2 10 -8 -4 24 14 -14 17 -17 18 21 23 -21 -15 -20 -18 25 27 -27 28 29 -1
right_child=2 5 11 4 -6 -7 9 -9 -10 -11 -12 -13 13 15 -16 16 19 -19 22 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0010648546401898602 0.0254046543706168 0.003006382706185346 0.043713905166564891 -0.06116217598726445 0.01061448465992983 0.033867711267800034 0.011013411875456916 0.02670288651027819 -0.047237936024178868 -0.0055099288774780354 -0.061408066091956717 0.0010112405113807178 0.01212735786506736 0.012952184398391348 -0.06169810195797832 0.050059303032484855 -0.0022943170419410784 -0.045618957864243762 0.022735318733540649 -0.076177490029733216 0.037805677259493575 -0.065630190431044608 -0.010334925432555047 0.035710056882054739 0.024175431992072404 -0.061048889987541405 0.023701882597781384 0.021145724057802805 -0.036775727836209741 0.022355330066270593
leaf_weight=232.60461714377743 2.0039756163023466 5.5654081883840245 1.1798523869365443 2.3157569511095057 0.90969378279987712 5.2982914783060551 0.86080957204103326 4.1226758919656277 2.6773515082895756 5.8948700055480003 2.3197046439163387 55.908659649532638 1.2753715552389611 1.0016262975987111 3.4614846869371831 2.6788246631622341 7.4450845120009017 3.155651729553937 7.3766169864684326 1.7585930674395049 1.0500920787453651 2.2970411302521825 6.5026198253035545 3.972367696929723 4.1375573063269249 1.9276472407509566 0.80079982080496837 5.4310682471841565 3.8591927774250498 8.4360737521201354
leaf_count=2083 26 29 7 80 28 27 4 18 29 29 72 1437 12 20 179 11 60 17 32 108 3 43 29 28 21 84 9 26 41 41
internal_value=0.000610932 0.00126428 -0.00197959 -0.0124571 -0.0409186 0.0180576 -0.00732259 0.00392152 -0.0161412 -0.0182305 -0.0418071 0.00189378 0.000654472 -0.00511556 -0.041821 -0.000446513 0.00973717 -0.00891304 -0.00217002 0.00214439 -0.0335622 -0.041769 0.00724144 0.0109282 0.00159616 0.00122699 -0.0361745 0.00163464 0.00120195 0.00180999
internal_weight=388.229 310.036 78.1934 21.1048 3.22545 10.8637 17.8794 8.804 4.68133 9.07538 3.18051 57.0885 299.172 41.9754 4.73686 37.2385 16.905 20.3336 17.1779 14.2261 2.80869 3.29867 13.8792 11.4175 257.197 253.059 2.72845 250.331 244.9 241.041
internal_count=4633 2903 1730 286 108 56 178 73 55 105 76 1444 2847 542 191 351 210 141 124 199 111 63 61 88 2305 2284 93 2191 2165 2124
is_linear=0
shrinkage=0.0552071


Tree=636
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 1 0 2 0 0 0 0 1 2 2 2 2 0 0 2 2 1 1 2 2 0 1 0 2 1
split_gain=0.202471 0.372572 1.01127 0.905192 0.815916 0.967157 0.531054 0.435238 0.536571 0.905982 0.43261 0.741111 0.977581 1.56995 0.556733 0.803816 0.687369 0.378138 1.15017 0.819207 0.861812 3.32551 2.58647 1.35485 0.757622 0.692384 1.0113 2.25355 1.91121 1.88101
threshold=49.292797572200008 47.927946529500012 46.095286511800005 0.54191491270000014 47.74983977685001 0.45824975300000009 0.48634771415000005 48.393869453650005 0.51809826055000008 0.39672464895000009 0.43572048740000008 0.4413939702500001 0.33894194785000004 37.572218886150004 41.559097512700014 44.952171034750002 41.529896397300007 0.57212358910000016 0.57403969940000021 40.00488309970001 40.858951393400005 0.45824975300000009 0.46112391845000006 44.749265482150008 40.722669576350008 0.56974342085000018 0.45107930900000009 0.5619592227500001 40.890797847750008 0.44618424600000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 5 -5 -4 -3 9 -9 14 -12 13 -13 16 -16 -1 25 -19 -20 24 -22 -23 -24 -21 26 29 -28 -29 -14
right_child=-2 7 3 4 -6 -7 -8 8 -10 -11 11 12 17 -15 15 -17 -18 18 19 20 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=-0.010923819323300162 -0.0099165039265530757 0.029990816019705636 -0.017054141778787012 0.0067604521629736625 0.04563863474511623 -0.079791608006595696 -0.073753424181724286 -0.005325408920503409 -0.013814623709147995 0.033847690900339775 0.040081075998840067 0.024524057096817171 0.0012308585819841382 -0.080067344336897092 -0.071533756271585758 0.010228184640617179 0.077693084059937106 -0.075488240178315333 -0.042304752976235642 0.006789357796637396 -0.078304434390284158 0.078431294668469737 -0.032984830736128054 0.040974987169682883 0.072011131330408581 0.025241608009275881 -0.077239009761812832 0.012016419663834342 -0.070349992904487096 0.036690595365743629
leaf_weight=3.4432118727636403 7.4529962399537899 3.6178322415798929 1.1295293997973197 1.5501799879129978 1.0247212061658504 0.82907429093029339 1.7808566270396111 5.2077733147889358 4.4350911534856996 4.6992257833480835 2.0341135421767822 0.98555821180343572 306.7424824898626 1.5367383486591277 1.4087168132100489 0.78256801608949889 0.40981465578079213 1.0092841303849116 2.0056674279467179 1.9870551361454993 2.1391571033745986 1.8914020135998724 3.4233498535249964 1.4862288234289733 1.1923145618056876 5.1358865387737742 2.1702870315639284 6.5180703660589643 1.4388930425047872 6.3894912963733068
leaf_count=256 314 36 23 22 9 43 49 39 52 20 23 9 2364 51 169 26 1 28 448 57 37 6 309 11 12 30 24 61 75 29
internal_value=0.000641377 0.000849323 0.000396262 -0.0252621 -0.00261646 -0.0233995 -0.0517483 0.00994197 0.0048846 0.0132557 0.000853766 0.00115168 0.000922852 -0.0391995 -0.0163029 -0.0423343 -0.00149837 0.00121744 -0.0087792 -0.00401264 0.00232435 -0.00796193 0.0141634 -0.0105957 0.0312486 0.00167815 0.00130378 -0.0188139 -0.00287826 0.00195442
internal_weight=385.858 378.405 360.445 6.31436 3.40398 2.37925 2.91039 17.9599 14.3421 9.907 354.13 348.086 346.052 2.5223 6.04431 2.19128 3.85303 343.53 15.1345 14.1252 12.1195 8.94014 6.80098 4.90958 3.17937 328.395 323.259 10.1273 7.95696 313.132
internal_count=4633 4319 4172 146 74 65 72 147 111 59 4026 3574 3551 60 452 195 257 3491 908 880 432 363 326 320 69 2583 2553 160 136 2393
is_linear=0
shrinkage=0.0646839


Tree=637
num_leaves=31
num_cat=0
split_feature=0 0 2 2 1 1 0 2 0 2 2 2 0 1 2 2 1 2 2 1 2 1 2 0 1 0 0 1 1 1
split_gain=0.18788 0.700751 1.32234 0.90959 0.548999 1.96595 1.46182 0.8705 1.10624 1.49983 1.72579 1.4975 1.80021 3.85957 1.41715 2.32125 1.08644 1.02458 1.94992 1.12824 1.16185 1.11051 0.86422 0.736729 0.883954 0.636488 0.53125 0.483968 0.828542 2.27105
threshold=0.47880302985000006 0.47787491390000009 40.518963363600001 41.685324604100011 0.35585760905000008 0.35696536035000009 0.49588335680000006 41.319407281650008 0.48368312325000012 43.663128814500006 42.684965421050009 43.157831852650006 0.48654231910000006 0.34587287805000005 41.976795488650005 42.206017975500011 0.34569324270000007 40.94178426300001 40.574766824850009 0.34569324270000007 40.148327922700012 0.34560342505000002 42.844429421150004 0.48104847160000008 0.34542378970000004 0.48077901860000011 0.47736594710000008 0.3584174126500001 0.36880632320000012 0.37227927305000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 26 -3 -4 6 -6 7 17 9 10 14 12 16 -14 25 -16 -10 18 19 20 -2 -19 -8 -12 -25 -9 -1 -7 -29 -30
right_child=4 2 3 -5 5 27 22 8 11 -11 23 -13 13 -15 15 -17 -18 21 -20 -21 -22 -23 -24 24 -26 -27 -28 28 29 -31
leaf_value=-0.0022512990774281689 0.0079020905533349547 0.0049893511899378028 -0.019845971235426595 -0.070968148234045819 -0.067168926801001089 0.027124689110320333 0.049693339579971491 0.028157975673993509 -0.065668509217309531 -0.033162026665304253 0.0087002458522228293 0.016185565778201346 0.038290949780016729 -0.039068453629432801 0.0097915870855548193 -0.065767158500883383 -0.015704759689085409 0.012178885685837372 -0.034054902834595391 -0.011374229235924479 0.046343632333337721 0.054973406279860734 0.0079023436962039097 0.010744454019680076 0.054846099319061981 -0.00069112653799610364 0.011707823874220417 -0.013032020084575321 0.031896368915145634 -0.00057659179439225672
leaf_weight=55.532399677475041 7.7600500658154576 5.8040087223052961 4.151334511116147 1.8780269264243541 1.6310448069125403 2.4176310822367659 4.1142749805003396 4.3566939383745256 4.0449812039732995 3.4250044394284478 4.8673159554600698 5.145016983151435 4.3128937035799009 5.3913448974490166 3.1380822882056227 2.9126508925110102 2.6936708688735962 6.4096172936260682 4.1462219171226016 5.2266552709043017 4.684339240193367 3.4739086702466011 3.3235585913062096 2.6128961816430092 4.7730269208550453 8.1686256378889066 12.388939920812843 17.397876648698002 8.375282369554041 179.31610756731698
leaf_count=1000 36 29 33 39 13 21 34 32 37 17 18 19 18 30 12 30 12 37 21 29 20 18 22 11 70 31 54 121 50 2719
internal_value=0.000543283 -0.00208993 -0.0157782 -0.0357695 0.00123384 -0.000511426 0.00507673 0.0028726 -0.00170695 0.00510368 0.00935484 -0.0125136 -0.0214937 -0.0046873 -0.00235787 -0.0265802 -0.0456963 0.0109397 0.00356422 0.0123909 0.0223723 0.0272205 0.0310192 0.0271114 0.0392444 0.00934348 0.000294863 1.25148e-05 -0.000307089 0.000872437
internal_weight=383.873 79.7547 11.8334 6.02936 304.119 209.138 94.9808 87.543 55.8422 34.2543 30.8293 21.5879 16.4429 9.70424 18.5761 6.05073 6.73865 31.7008 21.8173 17.671 12.4444 9.88353 7.43783 12.2532 7.38592 12.5253 67.9213 207.507 205.089 187.691
internal_count=4633 1155 101 72 3478 2924 554 498 337 221 204 116 97 48 105 42 49 161 106 85 56 55 56 99 81 63 1054 2911 2890 2769
is_linear=0
shrinkage=0.0609531


Tree=638
num_leaves=31
num_cat=0
split_feature=1 2 1 2 0 0 0 2 0 1 0 0 2 2 0 2 2 0 2 2 0 2 0 1 1 2 2 2 2 1
split_gain=0.181577 0.392291 0.253623 0.219155 0.868486 0.874792 0.879402 0.29222 0.666447 0.569629 0.654864 0.622511 0.91326 1.01834 0.732145 0.566911 0.788356 0.741859 0.537967 0.533302 0.750578 1.46975 0.832867 0.920327 1.15594 0.645628 0.347677 1.68958 1.32709 1.47791
threshold=0.50056884525000012 45.044778924400006 0.49585341755000006 49.292797572200008 0.58035687555000015 0.55688452445000014 0.47648274005000008 48.823707093150006 0.39672464895000009 0.31118828780000007 0.41160444300000004 0.43572048740000008 39.571921479100006 39.476991512000005 0.43486721955000007 45.044778924400006 44.952171034750002 0.41973294215000007 35.771221912400001 45.700098835450007 0.54191491270000014 47.309807198350008 0.53312775065000018 0.36510882910000009 0.37644082515000005 46.867079205500012 43.895345911700005 43.930205408700004 43.968221017800005 0.40651477500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 6 -5 9 -9 15 -11 12 13 18 -14 16 17 -1 -12 26 22 -22 23 -21 -25 -26 -13 -28 -29 -30
right_child=1 -3 -4 4 -6 -7 -8 8 -10 10 11 19 14 -15 -16 -17 -18 -19 -20 20 21 -23 -24 24 25 -27 27 28 29 -31
leaf_value=-0.060733846896993918 -0.058488299335077924 -0.004214323858335263 0.021075899738087926 -0.00041484478164857495 -0.068259200900336492 0.026123005000707529 -0.066202853470213929 -0.012399094213830722 0.019731712793100591 0.030826515027396483 0.012394674409995875 0.00052602105209577149 -0.088919230439223035 0.065429421646306843 -0.018160793495048642 -0.064210605818006181 0.056553832615009347 0.059715178284258381 -0.06871933763072037 -0.066974776050613249 -0.034302860504802267 0.027961224603105808 -0.076559299450403642 0.033540662744886623 0.0062234084950925309 -0.064334699700559342 0.051231563418860947 -0.05734768441260877 -0.0058279152188467657 0.029265489983780053
leaf_weight=0.77688396547455274 0.52642622172243081 2.6563112113508396 1.9824050709721621 2.0592570118606086 0.749648829223588 2.1311116870492697 0.99383328897238232 3.0241335639730078 7.200305768288672 2.3438131864895686 0.56365940745308696 320.39035125136434 0.87921188335167233 0.63043290376663197 1.0689782293047754 0.8824290339834987 0.45754178240895271 0.21548843383789062 0.51730938989203423 0.94027937063947131 2.0777346175163984 3.1422088535036892 0.9411204233765601 1.5514813233166935 0.74083858239464451 1.0126427095383403 2.6266029328107861 1.1638169204816247 11.780047873500736 5.9630841101170509
leaf_count=167 480 132 43 16 69 49 100 24 44 70 21 2680 91 2 32 27 3 2 65 73 29 32 14 16 21 26 7 67 157 74
internal_value=0.000470554 -0.0131913 0.00058534 0.000477543 -0.0104735 -0.00211755 -0.02183 0.000652748 0.0102282 0.000381295 0.000565454 0.000366217 -0.023201 0.00741268 -0.0500938 -0.0279122 -0.00582068 -0.034579 -0.0264233 0.000611006 -0.0121982 0.00317777 -0.0276738 -0.0168365 -0.00257183 -0.0345242 0.00100085 0.00806566 0.00206894 0.00596622
internal_weight=381.989 3.18274 378.807 376.824 5.93385 5.1842 3.05309 370.89 10.2244 360.666 358.334 355.99 3.65959 1.7114 1.94819 2.33234 1.44991 0.992372 1.08097 352.33 10.4063 5.21994 5.18636 4.24524 3.30496 1.75348 341.924 21.5336 18.9069 17.7431
internal_count=4633 612 4021 3978 234 165 116 3744 68 3676 3477 3407 211 88 123 199 172 169 86 3196 211 61 150 136 63 47 2985 305 298 231
is_linear=0
shrinkage=0.0574375


Tree=639
num_leaves=31
num_cat=0
split_feature=1 1 2 2 1 2 0 0 1 1 1 1 2 0 2 2 1 1 0 0 2 0 0 2 2 1 1 1 2 2
split_gain=0.17766 1.24744 0.471165 0.384525 0.585341 0.31216 0.9878 0.797948 0.788309 0.694756 0.708945 0.763375 0.530499 0.687634 0.425444 0.754548 0.77147 0.327047 0.653398 0.594858 0.461618 0.294273 1.03314 0.683967 0.849886 0.888503 0.904662 1.2949 0.980843 1.0884
threshold=0.31100865245000009 0.31118828780000007 48.823707093150006 45.044778924400006 0.30560462260000004 49.064150740050003 0.55688452445000014 0.55788748840000013 0.48522499325000007 0.48616807880000007 0.4995808509000001 0.50491003265000012 50.189067467950004 0.47648274005000008 47.927946529500012 46.095286511800005 0.37447980600000008 0.45824975300000009 0.54191491270000014 0.51657136015000005 47.580405388500004 0.57212358910000016 0.57403969940000021 40.00488309970001 40.040404835300002 0.45107930900000009 0.46112391845000006 0.47289003325000006 44.749265482150008 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=2 -2 3 4 -1 14 12 -8 -9 -10 -11 -12 -7 -14 15 21 -17 18 19 -18 -19 -3 -23 -24 -25 -26 -27 -28 29 -29
right_child=1 5 -4 -5 -6 6 7 8 9 10 11 -13 13 -15 -16 16 17 20 -20 -21 -22 22 23 24 25 26 27 28 -30 -31
leaf_value=-0.062717055854439041 -0.069478229267483357 0.0010285489663009154 0.021256837524407383 -0.066094760803100477 0.02920754693675981 -0.076126484765012603 0.076507070430092666 -0.064002092429921123 0.038162728596847252 -0.067083802117654287 0.036809129204251952 -0.062384622322958459 0.067762912178912019 -0.063453161371104405 0.011583631078214574 -0.074223031219567706 0.0031717532799438943 -0.074621124931860933 0.019267514190092715 -0.068486255548213137 0.0026396691407560313 -0.070197884415185458 -0.03734012387305051 0.078683942808985691 -0.032258023498425284 0.034023726655297966 -0.076800283095671357 0.012007815873339243 0.051339315329126965 -0.065512049433790825
leaf_weight=0.37292177380004321 0.94999209442175825 334.03306127744145 4.3838778641074896 0.43592369649559248 0.83048393815988675 1.1512523547280569 0.47614619135856617 0.737389696529135 1.4242429137229922 0.69977776834275607 0.99420280568301655 0.40593490359606221 0.2657380700111388 0.33598035793693271 12.856453875079749 0.87367362598888476 0.89339950308203719 0.64904018049128331 2.1036469263490289 0.83050699857994914 0.51552230666857213 0.92477298792800766 1.91368958759267 0.51316773891448875 2.658319402486085 3.1439111689105612 0.83772428194060911 2.1359682801776221 1.258387127658352 0.98239609552547325
leaf_count=134 22 2931 28 21 30 24 1 61 9 56 8 73 1 82 100 30 13 36 27 27 11 28 448 1 36 23 31 192 10 139
internal_value=0.000446784 0.000279785 0.0108319 -0.0170463 0.000721156 0.000457159 -0.0127934 0.00167063 -0.0066909 0.00530081 -0.0169874 0.00805038 -0.0518848 -0.00550395 0.000691426 0.000296145 -0.0213834 -0.0121359 -0.00353036 -0.0313501 -0.0404197 0.000661149 -0.00788012 -0.00359333 0.00200785 -0.00156378 0.00819828 -0.0073724 0.00591632 -0.0124137
internal_weight=380.588 374.564 6.02321 1.63933 1.20341 373.614 6.49067 4.73769 4.26155 3.52416 2.09992 1.40014 1.75297 0.601718 367.124 354.267 5.86579 4.99212 3.82755 1.72391 1.16456 348.401 14.3683 13.4436 11.5299 11.0167 8.35839 5.21448 4.37675 3.11836
internal_count=4633 4420 213 185 164 4398 315 208 207 146 137 81 107 83 4083 3983 144 114 67 40 47 3839 908 880 432 431 395 372 341 331
is_linear=0
shrinkage=0.0609531


Tree=640
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 0 2 2 1 0 1 0 2 2 1 0 1 2 2 1 0 2 1 1 0 2 0 1 0
split_gain=1.4393 3.98762 6.06807 6.00052 2.76023 1.29262 1.14503 1.19528 1.58752 2.6572 2.4663 4.22567 2.09046 4.08605 2.57576 1.82679 1.38598 3.39859 2.86319 1.44269 1.09667 2.2713 1.30305 1.08216 2.23563 1.00096 1.23309 0.970518 2.66543 4.74757
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.37407562650000009 0.47938684470000009 0.47961138885000004 41.319407281650008 42.684965421050009 0.34569324270000007 0.48654231910000006 0.34524415440000006 0.48389269780000005 43.276780833950006 43.219899330700009 0.34587287805000005 0.48588365620000007 0.36042334060000009 35.771221912400001 39.852039223600009 0.35331277505000008 0.45995628875000011 50.189067467950004 0.34512439750000007 0.34566330350000002 0.49194634890000005 41.909642283050012 0.5116313883000001 0.38334181610000007 0.50452082270000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 20 -7 16 9 10 11 -9 14 -14 -10 -11 23 19 -19 -18 -1 22 -22 -8 -25 26 -17 28 29 -6
right_child=4 3 -4 -5 27 6 7 8 12 15 -12 -13 13 -15 -16 25 17 18 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-4.5635788548420543e-05 -0.0017561846762326435 0.0016140979855987258 -0.0027703731035719371 -0.0011547626025338077 0.0015609014290995371 0.0010583041921544442 -0.00048397036317356144 -0.00033304706047843985 0.0014208371554772965 0.0011562066994933202 0.00054648607159516393 -0.0029992430590269708 -0.0015946083291658497 0.00079797668065225357 -0.00021840253513205163 -0.0012699059567921171 0.00063452792433801788 0.0012254503746450347 -0.00082537197660363312 0.0019789249485783885 -0.0021096391687479522 0.0013749940800083225 0.0022492947903901672 0.0010186006084394589 -0.00039227048303778139 0.00059878005491683685 0.00010886084423757927 5.3857328066320152e-05 -0.0023746894846534026 -0.0016744466906125253
leaf_weight=90.243243347300449 3.40184511989355 15.462771292775871 2.7141826131846747 3.7362716365605584 3.6627460718154889 7.517822064459323 6.9784742444753673 5.6412790045142156 11.064246512949472 5.8899098560214069 3.3382136821746817 3.8419190496206284 4.7795460969209653 6.4445876926183701 5.5260192062705746 4.3610804900526983 4.7991429939866093 4.43334713578224 6.3893788009881973 8.5119413100182992 1.3326716615119938 5.3907336320262402 0.32870382070541371 10.306248374283316 7.431692697107791 4.8768649883568278 5.8246788382530212 197.14394023212299 2.3990227845497429 3.3283248730003834
leaf_count=1024 33 63 22 40 13 41 31 25 86 19 14 34 31 24 23 20 31 20 34 54 116 30 1 39 35 21 25 2581 73 30
internal_value=0.000113913 0.000218583 0.000143125 0.00107526 -4.33215e-06 0.000179862 0.000317861 0.000267458 8.57855e-05 -0.000199898 -0.000902972 -0.0014132 0.00043268 -0.000220852 0.000874826 0.000230332 0.000496502 0.00083074 1.47128e-05 0.00149422 1.25576e-05 0.000757238 -0.00124722 0.000170144 0.000427486 -0.000131711 -0.000481465 2.45228e-05 -0.000591352 2.06096e-05
internal_weight=447.101 237.165 217.966 19.199 209.936 215.252 117.956 110.439 61.5883 33.7739 12.8214 9.4832 27.8144 11.2241 16.5903 20.9525 48.8502 24.1338 10.8227 13.3111 97.2954 7.05211 1.66138 24.7164 17.7379 15.0626 10.1858 206.534 9.39009 6.99107
internal_count=4633 1903 1800 103 2730 1778 607 566 322 158 73 59 164 55 109 85 244 139 54 85 1171 147 117 105 74 66 45 2697 116 43
is_linear=0
shrinkage=0.00196078


Tree=641
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 2 2 0 2 1 2 0 1 0 1 1 2 0 1 2 2 0 2 1 0 0 2 1 0
split_gain=1.84984 2.74808 1.47513 1.41261 1.80909 1.80352 1.58765 2.85961 2.15385 2.85719 2.54966 1.23266 3.03279 2.29173 1.14315 1.6749 2.2798 2.12019 2.16857 1.49356 1.33964 1.2869 1.08518 1.04758 1.83429 1.05981 1.00764 0.869427 1.43946 2.67595
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 36.377496227400009 38.324118171300007 39.262923716450011 44.202975721700007 43.968221017800005 0.52432561900000019 41.404176814550006 0.39591628995000006 43.930205408700004 0.51017933595000009 0.35394149875000008 0.54504356155000011 0.4172030777500001 0.40651477500000005 40.636252116050009 0.54284302865000023 0.43540612555000008 42.081757894750005 49.960114208400007 0.56065686655000013 40.806664626150003 0.43075057630000008 0.55131582885000008 0.55544744170000004 38.804629908750009 0.39995808510000008 0.53499895210000015
decision_type=2 2 2 2 2 2 2 2 2 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 -6 7 8 -7 10 -10 -4 13 -13 15 16 27 -17 -19 20 23 -22 26 24 25 -16 -21 -3 29 -29
right_child=1 14 11 4 5 6 -8 -9 9 -11 -12 12 -14 -15 19 17 -18 18 -20 22 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=1.8572745932200662e-05 -0.002383534586203924 -0.00064809094822236579 0.00036251502492243808 0.00076599116631445282 -0.0027564622690734735 0.00063177241405546565 -0.0020620438170381511 0.0017396248648581536 0.0010601403472724757 -0.0023539515346559293 -0.002159849008479969 -0.00075489485207857478 -0.0019218497093347548 0.0014427455002559723 0.00030494773879806148 6.828011759237795e-05 -0.001369317343522878 0.00027857700809317474 0.0018324340065616238 -0.00010225109997021915 -0.002215260404707738 0.00031976174451129035 -3.9578556812822317e-05 0.00026103206466802171 -0.0024252828638194591 -0.0010339462365177427 0.0010544457377593703 0.00089250255911232175 0.00080558097532773207 -0.0017574705352355828
leaf_weight=89.326261425710982 1.6997308554127837 3.8003737740218702 178.99920477159321 3.4859832441434291 1.6118331290781522 3.3026760895736542 2.3804741241037837 2.1685616429895154 2.6855927407741529 4.30710778106004 1.4590998925268648 3.5689871693029982 3.1958455187268555 3.7320706229656935 4.9518543342128449 13.214916154742243 4.2996904533356419 6.0746232066303483 8.0016360208392125 4.7131732776761037 2.8923185770399864 1.0492010614834724 53.188042011377547 7.9031454473733893 1.9031537678092707 4.2015814082697034 7.5080793853849173 3.0134970676153925 11.074966363608835 2.8512138002552092
leaf_count=1148 26 32 919 40 20 34 185 11 20 106 37 20 62 21 29 57 28 34 29 26 75 28 1386 36 41 67 32 21 38 25
internal_value=0.000129153 -3.62687e-05 0.000226299 -0.000663033 -0.000526388 -0.00077786 -0.000582247 -0.000329241 -0.000710922 -0.0012356 -7.34265e-05 0.000324219 -0.000328832 0.00036847 6.66805e-05 0.000296322 -6.98976e-05 0.00063233 0.00116187 -6.94003e-05 -0.000500349 -0.00154046 8.14843e-05 -0.000284121 -0.000673792 -0.000309627 0.000608361 0.00019949 0.000389642 -0.00039582
internal_weight=442.565 163.743 278.822 23.1011 21.4013 17.9153 16.3035 13.923 11.7545 8.4518 4.14469 189.496 10.4969 7.30106 140.641 52.3309 25.0397 27.2912 14.0763 88.3105 22.9013 3.94152 65.4093 18.9597 11.0566 9.15344 12.2213 20.7401 16.9397 5.86471
internal_count=4633 2463 2170 479 453 413 393 208 197 163 57 1022 103 41 1984 264 144 120 63 1720 276 103 1444 173 137 96 58 116 84 46
is_linear=0
shrinkage=0.00196078


Tree=642
num_leaves=31
num_cat=0
split_feature=0 1 2 2 0 1 2 1 0 1 1 2 2 2 2 2 0 1 0 1 1 1 0 0 2 1 1 1 1 1
split_gain=0.17479 0.912762 0.973444 0.978261 0.873843 3.5424 0.648367 1.4229 0.94762 0.735583 0.589171 0.61385 0.556299 0.514711 2.6345 1.66389 1.76508 1.26033 0.542615 0.714408 2.02286 0.993144 2.65697 1.59045 1.31973 0.454209 0.627016 0.620971 1.24804 1.23802
threshold=0.54504356155000011 0.43540612555000008 42.081757894750005 49.960114208400007 0.54353163080000011 0.41917906650000009 40.806664626150003 0.43075057630000008 0.55131582885000008 0.4289991317500001 0.43593006200000012 36.772607578000013 39.262923716450011 39.476991512000005 40.00488309970001 39.354247760400007 0.56915960600000015 0.49146732130000009 0.55348642255000013 0.43837010870000009 0.44393880420000004 0.45218706025000005 0.55877069550000014 0.56065686655000013 40.574766824850009 0.4529056016000001 0.45736654595000009 0.46097422230000007 0.46280051495000007 0.46551001470000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 6 -4 -1 -6 7 8 -2 12 -3 -12 -10 15 -15 16 -13 -18 -16 -20 -21 23 -23 -22 -24 -26 -27 -28 -29 -30
right_child=1 10 3 -5 5 -7 -8 -9 9 -11 11 13 -14 14 18 -17 17 -19 19 20 21 22 24 -25 25 26 27 28 29 -31
leaf_value=0.00054699986527797888 0.0084759812157248256 0.044508565201404775 -0.06570324103459492 0.011123589596671471 -0.03228919978105186 0.041515018656538664 0.0060996619220631742 -0.072151526368912672 -0.017248290833082103 0.0070960775719300009 -0.062396268291974727 0.016768232969911961 -0.074322052358067298 -0.087910001513918784 -0.037388346525853391 0.068554617555701136 -0.073639721458805596 0.032685155962139514 0.019179144324463913 -0.048091749789082081 0.059092785611566154 -0.14070266390925346 -0.06891257678730156 0.004551448659716564 0.042112070408200232 -0.043409726965887782 0.029638435341222399 -0.065974015455841431 0.072652411427998817 -0.001825922384908196
leaf_weight=294.83819256423158 5.1232138446066582 1.1378590699750919 2.1440361459972332 0.81754405342508096 3.4120388440787774 7.2716564014554024 7.3374786525964728 1.4440014595165838 1.0696215564385063 1.2047417289577422 0.53898994463452155 7.6522802226245368 1.4187948927283285 1.2191583068597527 1.2590086460113514 1.6455850949860185 1.5118544524302708 0.5404178892931667 7.4191263704560688 3.0031587975099674 2.5858089253306407 0.49801863171160476 0.96556119919114536 7.2969557025935501 0.99192842841148632 1.0864003058522964 2.6965512903407207 1.0010894984006871 0.85780510306358237 11.243219424344714
leaf_count=2847 31 7 80 28 23 33 36 41 28 23 281 38 19 56 8 7 77 73 38 35 8 9 55 70 3 17 22 70 2 568
internal_value=0.000518394 -0.00205202 -0.0127985 -0.0444952 0.00115536 0.0179443 -0.00746423 -0.0171642 -0.00815797 -0.0312329 0.00195413 0.00105766 -0.0497895 0.00169724 -0.00134605 0.0129918 0.00357011 -0.0456416 0.00123398 0.00246049 -0.00138845 0.00341105 -0.00446378 0.0188221 -0.000862912 0.00281254 0.000503859 0.00352359 -0.00185112 0.00345362
internal_weight=381.232 75.7102 20.5594 2.96158 305.522 10.6837 17.5979 10.2604 8.81637 3.69316 55.1508 54.0129 2.48842 53.4739 42.1238 11.3501 9.70455 2.05227 40.9046 39.6456 32.2265 29.2233 19.3406 9.88276 18.8426 17.877 16.8851 15.7987 13.1021 12.101
internal_count=4633 1730 286 108 2903 56 178 142 101 70 1444 1437 47 1156 961 195 188 150 905 897 859 824 746 78 737 682 679 662 640 570
is_linear=0
shrinkage=0.0597579


Tree=643
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 0 0 1 2 2 2 2 1 2 2 0 0 1 2 1 0 1 1 0 1 1 2 0 2
split_gain=0.184666 0.336715 0.584803 1.12479 0.301115 0.2617 0.559669 0.544887 0.268031 0.239107 0.212705 1.97147 0.858626 1.46797 1.27192 0.984431 1.00412 1.00719 1.41064 0.963403 1.11522 0.969766 1.35279 1.30358 1.9379 1.15511 0.959695 1.85985 2.16936 1.72847
threshold=32.724174661450007 34.823977857500005 33.96174662340001 33.361153777850006 0.38772791230000009 0.38045268105000002 0.51657136015000005 0.53017873715000008 0.31753540315000006 34.424709467050008 40.300545846000013 40.467253020850002 40.003678352300007 0.34569324270000007 39.896141435400004 39.476991512000005 0.45798030000000006 0.48911709230000006 0.36476452800000009 39.065416244600009 0.37447980600000008 0.56748300950000019 0.42039160505000012 0.4289991317500001 0.55877069550000014 0.49146732130000009 0.40115565405000009 38.751720283100006 0.5195503128500002 37.345948426100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -4 8 -7 -8 -1 -6 12 -12 14 -14 15 16 -3 -18 -19 20 -20 22 26 -24 -25 -23 27 28 -22 -30
right_child=1 10 4 -5 9 6 7 -9 -10 -11 11 -13 13 -15 -16 -17 17 18 19 -21 21 25 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.022936086932362328 0.01805434337463651 -0.044444947116917891 0.046399068671769107 -0.055862366391122596 0.033251244539995048 -0.10112166915461579 0.051567519098416843 -0.062460253573472423 -0.067559045056525657 -0.021742919014465432 0.026323994040820999 0.00020127236386168634 0.0082024013116981966 -0.030624766024490529 0.027446085915769216 -0.013917149714426418 0.016593361277049187 -0.033725994276311032 0.013342177126538816 0.016608574531754679 -0.063501612809841693 -0.071417193568239751 0.0392293078209692 -0.048115513555651072 0.018418531644754165 0.027937083433097358 -0.032357995307207815 0.034774542129794986 0.011736585588916437 -0.030864257558229552
leaf_weight=0.14377746789250412 2.5338144210763853 1.616344574256799 1.9413891425356271 0.97986315509842814 0.58978535968890333 0.15321923326700926 0.55123336613178253 0.1946236504272747 0.51373334087838884 0.50262142146675615 10.341208385216303 241.26775349330273 5.5085431691259137 8.4986492585448996 5.5251598554023067 17.809444527982123 13.812804638408123 4.1827811263501635 12.253853559494017 11.657357713003874 2.5435203891247609 1.5523879258398658 3.9913544775918108 2.2070925070438534 4.7071837326511741 0.54182817301989405 6.0961495894007376 3.244920063763856 8.5107933217659575 5.3077114000916472
leaf_count=14 36 103 27 37 23 2 5 146 74 22 71 2981 28 112 32 159 79 34 58 79 19 113 17 45 39 101 55 13 59 50
internal_value=0.000457456 0.000540442 0.0137107 -0.00255889 0.0325537 -0.0196802 0.000862786 0.0218132 -0.0477705 0.00794818 0.000308123 0.00127492 -0.00172634 -0.0153554 8.21462e-05 -0.00142922 0.00127556 0.00219232 -0.000785641 0.00141486 -0.002061 -0.00693785 -0.00471978 0.0125698 -0.00281967 -0.0457117 -0.0120556 -0.00574327 -0.0137788 -0.00462647
internal_weight=379.281 377.724 6.54747 3.51368 3.0338 1.55659 0.899076 0.745857 0.657511 1.09241 371.177 251.609 119.568 14.0072 105.561 100.036 82.2261 80.6097 66.7969 62.6142 50.9568 38.7029 36.6087 10.9056 6.91428 2.09422 25.7031 19.6069 16.362 13.8185
internal_count=4633 4392 145 73 72 241 153 151 88 45 4247 3052 1195 140 1055 1023 864 761 682 648 569 511 297 101 84 214 196 141 128 109
is_linear=0
shrinkage=0.0585862


Tree=644
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 1 2 2 1 1 1 2 0 1 0 2 2 2 1 1 2 0 2 1 0 1 1 1 2 2
split_gain=0.851756 2.98767 1.84042 1.69535 1.59451 2.58991 1.5288 4.19016 1.42832 1.37818 1.97512 3.07608 3.01259 1.81058 3.12756 2.73923 1.94224 1.64767 2.14135 2.07035 1.62603 2.28268 3.41111 2.44894 1.86495 1.3382 1.21904 3.25053 4.12168 3.72344
threshold=0.50913146310000013 0.37977904855000005 0.50291907430000016 0.37043801085000005 37.765550062200006 0.36166581840000006 42.243697547450004 42.431220712750012 0.37820723930000005 0.34515433670000012 0.34503457980000002 40.621691032550004 0.47787491390000009 0.3584174126500001 0.49194634890000005 38.621016321050007 40.767054867700004 40.250747516500006 0.34569324270000007 0.35331277505000008 41.319407281650008 0.48119816770000007 41.741384785950011 0.34566330350000002 0.48458129995000004 0.38334181610000007 0.3459626957000001 0.34626208795000007 43.219899330700009 42.670715716450012
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -2 -6 9 -8 -7 10 -1 -12 -13 14 17 -15 -17 18 -11 -20 24 23 -23 -22 -19 -3 -9 -28 29 -29
right_child=1 25 3 -5 5 8 7 26 -10 13 11 12 -14 15 -16 16 -18 20 19 -21 21 22 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00012704915699745628 0.00049456050884240247 0.00098090119076731097 0.0012565439716819417 -9.1635769090039795e-05 0.00028848576160636147 -0.0024074228812793696 -0.0018452503509899551 0.00018107095510327436 -0.00025150421590787588 0.00047762439547366077 0.0014472970950951561 -0.00014186084889797817 -0.0035089567222424752 0.00034146381966824384 0.0016386039364367961 -0.002575046379789365 -0.00033535784117438898 0.00061022766219125427 -0.00219603525095401 4.5840481689093397e-06 -5.1013849615171451e-05 -0.001489521522705066 0.00054664841510617974 0.0014455388210820495 0.0018512265933071943 4.0736670328879871e-05 -0.0023696372221019436 -4.4461403944714863e-05 0.00057678374623847941 -0.002965213934203504
leaf_weight=44.907722657982958 2.2302304804325095 5.5439245393499723 10.15732918307185 4.9166727410629383 2.6290806587785465 4.9766164575703442 4.4730618267785749 54.177093519276241 1.3981392085552213 7.571496097778434 1.2509587417007413 1.7479091715067627 2.0516389422118664 13.521747573977338 7.9948755688965312 2.2539515201933673 3.5277518099173903 18.025769093539569 2.8481833152472973 3.2525962350773625 7.6831518337130564 5.4376156628131849 6.3175124228000641 7.8537925854325294 5.6490823179483405 179.03088904090873 2.5046884082257774 3.5814221203327206 11.834322253242133 2.7335746505996212
leaf_count=439 11 26 50 37 14 77 48 542 13 36 9 62 18 75 46 30 30 80 26 32 41 31 21 41 35 2537 21 20 150 35
internal_value=0.000103459 1.15426e-05 0.000179634 0.000816809 -0.000932078 -0.00128545 0.000136213 -7.33662e-05 -0.00193458 0.000253345 1.37966e-06 -0.00111604 -0.00195999 0.000390261 0.000526606 -0.000122771 -0.00120848 0.000389069 -0.000191882 -0.00102279 0.000544914 0.000231387 -0.000395231 0.000705481 0.000906344 6.89756e-05 3.25489e-05 -0.000357036 -7.9288e-05 -0.00130877
internal_weight=432.083 195.809 236.274 15.074 11.2341 9.00384 221.2 79.3042 6.37476 141.896 49.9582 5.05051 3.79955 91.9375 72.6341 19.3035 5.7817 64.6392 13.6723 6.10078 50.9669 27.2921 11.7551 15.5369 23.6749 184.575 74.8311 20.654 18.1493 6.315
internal_count=4633 2678 1955 87 115 104 1868 816 90 1052 528 89 80 524 389 135 60 343 94 58 249 134 52 82 115 2563 768 226 205 55
is_linear=0
shrinkage=0.00188464


Tree=645
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 2 1 1 1 2 0 2 1 2 1 2 2 2 0 1 1 0 2 0 0 0 1 2 0 1
split_gain=0.167806 1.7921 1.21389 0.663784 1.09662 0.903239 0.885091 0.980112 2.24547 1.77222 2.07937 0.793213 2.50872 2.32954 2.40963 1.1428 2.31963 2.99703 1.84915 0.805463 0.799945 0.977279 0.756632 1.26387 1.03536 1.20971 0.824088 1.60681 0.932676 2.17334
threshold=0.47938684470000009 0.47943175355000006 0.47905751325000007 0.35331277505000008 0.45995628875000011 50.189067467950004 0.3459626957000001 0.34536391125000004 0.34524415440000006 42.720329370750001 0.47757552170000012 43.968221017800005 0.34377713240000007 42.759119507950011 0.34458549145000011 42.498713093000006 41.873095646600007 41.741384785950011 0.47500074850000013 0.34007963835000005 0.34515433670000012 0.47847369840000004 40.806664626150003 0.47736594710000008 0.47568935060000012 0.47396784530000008 0.34269932035000011 38.171717059500004 0.46898296455000005 0.34007963835000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 6 5 -5 7 8 11 -9 -11 13 -13 15 19 16 17 20 -18 -15 21 22 23 24 25 26 28 -28 29 -1
right_child=1 -3 -4 4 -6 -7 -8 9 -10 10 -12 12 -14 14 -16 -17 18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.0064527043276661929 0.067145312648475688 0.0008613356374330823 -0.056581807742632211 -0.06934599313326055 0.033026211577623005 0.071238097539555345 -0.03079887732381369 0.028761148937600386 -0.051313725919463669 -0.075885200458449223 0.03473783494037249 -0.0024772921250531886 0.061059953405341323 -0.069294508220139023 -0.088867159537583965 0.037360438255828229 0.0093042539842236507 0.063860125160451753 -0.093247067095064556 0.028585267511766686 0.026729068312529775 -0.050408967370833099 -0.023699027307919417 0.036754554595763683 -0.053858135812209836 0.049643125899188012 0.0086349032988423616 -0.10284127320203129 0.052142638523478058 -0.11130561426516478
leaf_weight=4.8930312656011825 1.7166536450386036 292.09690233871606 1.672208735719322 0.86374556200462282 4.878857231233269 0.24558219313621521 4.3712292322888961 9.7429825961589795 3.9656670252443282 1.6696270578540855 1.2381605207920072 11.531011804036096 3.357058957219123 0.45955915139347681 2.6649139709770679 3.1155996799643608 1.1532753491919714 2.9502952911425373 2.0316517157480121 1.4996737241744993 3.0099107446148983 2.1359437666833392 6.2593296993873073 3.570405773818492 1.6963528618216503 1.7554203402250994 1.1508030870463701 1.0209443424828348 1.2636634036898611 0.75722899066749949
leaf_count=155 22 3426 12 118 41 1 47 49 58 37 11 141 10 83 36 23 40 13 35 6 13 27 63 12 10 13 40 67 15 9
internal_value=0.000516611 0.00124861 -0.0020159 -0.000919884 0.019827 -0.0382236 -0.00252783 -0.00083247 -0.00426965 0.0155351 -0.028781 -0.000954545 0.0118495 -0.00556041 -0.0488306 -0.000117903 -0.00358814 0.00190329 -0.0561128 0.00562651 -0.00474051 -0.00860616 -0.00461422 0.00280192 -0.00686709 0.0004858 -0.00901177 -0.0437703 0.00190633 -0.00932887
internal_weight=378.738 293.814 84.9241 83.2519 5.98818 1.10933 77.2637 72.8925 60.2417 12.6508 2.90779 56.2761 14.8881 41.388 4.62415 36.7639 33.6483 30.4633 3.18493 1.95923 27.513 24.5031 22.3672 16.1079 12.5374 10.8411 9.08567 2.17175 6.91392 5.65026
internal_count=4633 3448 1185 1173 160 119 1013 966 869 97 48 811 151 660 125 535 512 437 75 89 424 411 384 321 309 299 286 107 179 164
is_linear=0
shrinkage=0.0646839


Tree=646
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 2 1 2 0 1 0 2 2 0 0 2 2 0 0 1 2 2 1 2 0 2 2 2 2
split_gain=0.167414 0.541638 0.375824 0.423606 1.02566 0.614865 0.344234 0.399372 0.33897 0.737712 0.453548 0.553479 0.475903 0.685215 0.620926 0.467394 0.815337 0.86448 0.712646 0.640606 0.63796 2.32682 0.508883 0.337754 0.331909 0.303105 1.17744 1.29469 1.77971 1.23826
threshold=0.62376874945000005 0.47634801355000006 0.61400856260000014 0.47634801355000006 0.48616807880000007 0.58249753000000004 49.292797572200008 0.3975479776000001 48.823707093150006 0.39672464895000009 0.31118828780000007 0.41160444300000004 45.044778924400006 44.952171034750002 0.41973294215000007 0.43572048740000008 39.571921479100006 39.476991512000005 0.43486721955000007 0.4413939702500001 0.34007963835000005 37.572218886150004 35.771221912400001 0.58454836680000011 40.722669576350008 0.56579144335000009 38.911218973650008 40.94178426300001 41.772405911750006 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=2 -2 3 6 5 -5 8 -8 10 -10 12 -12 13 14 -1 16 17 22 -18 -17 21 -21 -13 24 -3 -22 -27 29 -29 -28
right_child=1 23 -4 4 -6 -7 7 -9 9 -11 11 15 -14 -15 -16 19 18 -19 -20 20 25 -23 -24 -25 -26 26 27 28 -30 -31
leaf_value=-0.069377625222863545 -0.074835735666427761 -0.068952435727010722 0.02569613233021284 0.037761036285543954 -0.069765693715251792 -0.026549556920107263 -0.0098160852095571689 -0.06843384509591463 -0.013701528148763768 0.025844879414055045 0.032899029959905804 0.015645274649113139 -0.072341884694390832 0.062284501659263997 0.068155552973250946 0.038854499541272125 -0.099062289509754084 0.074430714933543113 -0.017326033086485022 0.036195436135194714 0.00028518873552573095 -0.079830604369744665 -0.077196898881218487 -0.071393169382194768 0.0060082022025539318 -0.044152445184421837 0.016425288218994142 -0.065251570714354293 0.0080762814917298455 0.072223550837506312
leaf_weight=0.67303136542614017 0.52680870750191289 0.27574668732449925 2.5867972625346729 1.1785720630432477 1.2732024254473797 1.4352476999629287 3.2685625501908357 0.59861810055735976 3.0152002833783609 6.4369326867163181 2.3155347518622866 0.58105232546949925 0.74822000158019353 0.42565424367785454 0.18141183257102966 1.9128833347931493 0.82202851987676684 0.59189623594284047 1.0671388779301194 1.3305725604295724 314.6763931086025 1.731492302380502 0.46079669729806483 0.30172073095127405 3.8075669246536563 1.7584805243386679 6.100753834005447 1.6237561856396485 12.787394096842034 2.4172274172306061
leaf_count=167 38 169 139 16 197 41 59 109 24 38 70 21 27 3 2 23 91 2 32 16 2500 62 65 115 172 142 75 31 172 15
internal_value=0.000475699 -0.0116253 0.00063548 0.000459993 -0.0212057 0.00244811 0.000690388 -0.0188898 0.000899757 0.0132297 0.000568859 0.00074905 -0.0305401 -0.0061069 -0.0401772 0.000535045 -0.0233748 0.0107568 -0.0528917 0.000779665 0.000566969 -0.0294133 -0.0254176 -0.00403134 0.000946101 0.000837479 0.00787715 0.0118674 -0.000185832 0.0322597
internal_weight=376.911 4.91184 371.999 369.412 3.88702 2.61382 365.525 3.86718 361.658 9.45213 352.206 350.177 2.02832 1.2801 0.854443 347.862 3.52291 1.63375 1.88917 344.339 342.426 3.06206 1.04185 4.38503 4.08331 339.364 24.6876 22.9291 14.4112 8.51798
internal_count=4633 494 4139 4000 254 57 3746 168 3578 62 3516 3317 199 172 169 3247 211 88 123 3036 3013 78 86 456 341 2935 435 293 203 90
is_linear=0
shrinkage=0.0659776


Tree=647
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 2 1 2 0 0 1 1 1 1 2 0 2 2 1 2 0 0 0 1 0 0 2 2 2 1
split_gain=0.186571 1.06623 0.402012 1.12313 0.878285 0.296675 0.512851 0.271862 0.928685 0.705947 0.677475 0.563785 0.616585 0.675949 0.429219 0.588381 0.300669 0.636448 0.991635 0.29119 0.382938 0.283135 0.932636 0.573876 0.339517 0.868959 0.269319 1.49355 1.15569 1.37362
threshold=0.31100865245000009 0.31118828780000007 0.31060447290000009 49.247968080500009 48.823707093150006 45.044778924400006 0.30560462260000004 49.064150740050003 0.55688452445000014 0.55788748840000013 0.48522499325000007 0.48616807880000007 0.4995808509000001 0.50491003265000012 50.189067467950004 0.47648274005000008 47.927946529500012 45.700098835450007 0.37447980600000008 48.393869453650005 0.51809826055000008 0.58984760935000013 0.54413041525000005 0.45824975300000009 0.53203496900000014 0.5116313883000001 43.895345911700005 43.930205408700004 43.968221017800005 0.40651477500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 16 14 -10 -11 -12 -13 -14 -9 -16 17 26 -19 -18 -21 22 24 -23 25 -20 -3 -28 -29 -30
right_child=1 7 -4 -5 -6 -7 -8 8 9 10 11 12 13 -15 15 -17 19 18 21 20 -22 23 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.064992299495389289 -0.071136026490103824 0.00020902517510525335 0.028230583556633004 -0.071875484778672782 0.070594837657402848 -0.067407235905158902 0.032516535213692396 -0.077799380883113278 0.077852197685827282 -0.066180371616702871 0.036911776618541128 -0.069511900332466958 0.035468514380707215 -0.064825077495618305 0.069257441809432357 -0.065832637962666488 0.026019092467908834 -0.073676486635162602 0.0301296560780876 0.014808464652526696 -0.011564239315069136 0.045762054727522136 -0.073042674657820203 -0.015565880256387178 0.022337455152188681 -0.06648459493969823 0.053497503006899712 -0.059584063166647966 -0.0073238560309779018 0.029760226974003347
leaf_weight=0.31008828591438919 0.83992622164077957 321.21204012737599 2.9304246851243079 0.75027740467339743 0.80566862225532521 0.31135346693918098 0.7219425865332596 1.0611079179798242 0.44404348731040943 0.64032500720350105 1.3330587297677996 0.60906145861372341 0.96651912480592705 0.37513729173224419 0.22704902291297901 0.302280864038039 3.420902755111455 1.0981064396910358 0.69810463418252833 5.5925647579133493 3.665324395056814 0.98689096421003375 0.97329299268312741 1.6222875885432584 1.3246268117800353 0.8073277142830193 2.5116945475456331 1.1703686546534324 11.639038930297831 6.1336559572955585
leaf_count=134 22 3374 18 14 3 19 25 24 1 61 9 56 8 73 1 82 36 95 8 25 39 5 26 50 13 36 9 123 161 83
internal_value=0.00040995 0.000232429 0.0116662 -0.00507575 0.0182454 -0.0131502 0.00321863 0.000394961 -0.0130408 0.00206588 -0.00650995 0.00512557 -0.0165961 0.00742567 -0.0545313 -0.00788754 0.000615594 0.000268243 -0.017993 0.0102091 0.00436715 -0.00845758 -0.0194945 0.00763069 -0.00107857 -0.0216823 0.000668497 0.00754753 0.00145494 0.00547448
internal_weight=375.484 369.655 5.82976 2.89933 2.14905 1.34338 1.03203 368.815 5.95858 4.36815 3.9241 3.28378 1.95072 1.34166 1.59044 0.52933 362.856 350.177 7.51064 12.6788 9.25789 6.41253 3.80335 2.60918 2.83006 1.50543 342.667 21.4548 18.9431 17.7727
internal_count=4633 4420 213 195 181 178 159 4398 315 208 207 146 137 81 107 83 4083 3983 233 100 64 138 83 55 57 44 3750 376 367 244
is_linear=0
shrinkage=0.0634156


Tree=648
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 2 1 1 2 0 1 0 2 2 1 0 1 1 0 1 0 1 2 0 1 1 2 1 2
split_gain=1.19292 1.88514 1.44257 1.17939 2.44447 1.3985 1.36846 1.29141 3.20042 1.4263 1.39937 1.26022 1.0106 0.814417 1.6897 1.29383 0.954591 1.37732 2.37377 1.1942 1.80452 2.01596 1.39249 2.19631 1.11762 1.0624 0.938962 2.61395 2.09622 1.99313
threshold=0.39078171310000004 0.53146612375000013 0.47736594710000008 44.202975721700007 43.968221017800005 42.654057868200006 36.377496227400009 0.39431454150000006 0.39563186730000005 37.688226470200007 0.5132031975000001 0.39170982905000007 0.52507409960000018 37.232443001650005 35.119813570500007 0.46280051495000007 0.5485614203000001 0.41625999220000004 0.40272746325000003 0.55484865720000009 0.42991227810000004 0.55788748840000013 0.42307116555000007 41.685324604100011 0.55980359870000018 0.43476243230000006 0.42111014640000005 40.099856909850011 0.42802610700000004 39.788107623550012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 5 6 -2 11 -9 -10 -11 -8 -4 14 -3 -16 17 18 -15 22 21 -21 -18 -24 -22 -26 29 -28 -29 -19
right_child=1 13 12 -5 -6 -7 7 8 9 10 -12 -13 -14 16 15 -17 19 26 -20 20 24 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-6.4992362644036996e-05 -0.0022931000751254451 0.00023550013939753025 0.00029031872825378369 -0.0020472171559489968 0.001668743436982639 -0.0022044355150182284 -0.00024859042914710352 0.0015297933826857063 0.0014422816421530214 0.00045313751646377669 -0.002207990687212964 -0.0022093729593793371 -0.00054783182140101777 0.00024740775946623377 -0.0023351406496669377 0.00081662716404457426 7.4431949567431175e-05 -0.00012704629715899697 -0.0013572430339593171 0.00014507355473223867 0.00087056220978587201 -0.002478095760644975 -0.0028650652580451009 2.7218557348085574e-05 0.0012954753384781424 -2.589847662269038e-05 0.0012649352633470935 -0.0015377289878243962 0.00038456400640693835 0.0011623366573216231
leaf_weight=64.77111422206508 1.4117645416408873 4.1528228843380921 211.57665467914194 1.8910171155002888 1.9287014547735442 1.99152420926839 3.1854685619473448 3.8401152789592725 0.81202257424592961 1.0739123574458065 2.5968939689919353 2.0851427214220166 5.679382048547267 15.592120056971909 2.4276117609697399 0.63089599052909751 3.8931138806510708 6.5872210189700153 4.5870692208409301 2.2647716589272013 6.883359187282621 2.2409099023789167 2.2455916423350573 1.8336738748475907 2.4478540048003188 52.774347976024728 4.9134391024708739 4.1281845830380899 4.6239418154582381 15.350398428738115
leaf_count=993 26 254 1132 185 11 68 22 12 8 15 69 63 45 88 75 64 43 27 35 24 39 65 30 13 13 1093 14 24 25 58
internal_value=0.000115363 -2.08059e-05 0.000191839 -0.000570728 -0.000423199 -0.00066058 -0.000455678 -0.000264852 0.000216085 -0.000909275 -0.00142946 -0.00102431 0.000268408 6.24017e-05 -0.000579036 -0.00168501 9.78835e-05 0.000291896 -0.000117356 -4.72217e-05 3.86139e-05 -0.00115957 -0.0007644 -0.00156495 0.00012554 3.26745e-05 0.000523852 0.000120402 -0.000522139 0.000775173
internal_weight=440.421 158.394 282.027 20.8166 18.9255 16.9968 15.0053 13.5936 8.32294 4.48283 3.67081 5.27061 217.256 137.577 7.21133 3.05851 130.366 55.7824 20.1792 74.5836 66.6112 4.50568 7.97238 4.07927 62.1056 55.2222 35.6032 13.6656 8.75213 21.9376
internal_count=4633 2463 2170 479 294 283 215 189 104 92 84 85 1177 1984 393 139 1591 271 123 1320 1234 89 86 43 1145 1106 148 63 49 85
is_linear=0
shrinkage=0.00196078


Tree=649
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 0 1 0 0 1 2 2 0 0 2 1 2 1 1 2 0 2 1 0 2 2 0 0 2 0
split_gain=1.0794 2.83932 2.58571 3.68055 3.59518 2.19277 1.66581 3.36722 1.17408 1.58084 1.5785 1.84056 3.60124 2.99013 2.88515 1.93911 1.96857 1.6275 1.51437 2.99851 2.03258 1.15265 1.89779 3.83207 2.5976 2.63403 2.14493 2.3968 1.76961 4.37007
threshold=0.37227927305000003 0.36880632320000012 0.37977904855000005 37.892416320650007 43.813842866750008 0.5116313883000001 0.38334181610000007 0.5116313883000001 0.48185683060000012 0.36510882910000009 41.319407281650008 43.157831852650006 0.48368312325000012 0.48654231910000006 42.546237522150008 0.34587287805000005 42.620627117000005 0.34569324270000007 0.35986946500000005 36.165040341950011 0.48458129995000004 41.965446242000006 0.34515433670000012 0.47976108500000009 40.21994457600001 39.571921479100006 0.47943175355000006 0.47847369840000004 42.686561923500008 0.47568935060000012
decision_type=2 2 2 2 2 2 2 2 2 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 -4 -8 21 10 18 12 14 17 -12 -15 -17 -14 20 -20 -10 22 23 26 25 -24 27 -1 29 -23
right_child=2 -3 6 4 -6 -7 7 -9 9 -11 11 -13 13 15 -16 16 -18 -19 19 -21 -22 28 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=9.0303627783323379e-05 0.00090171621918721796 0.0011875318934615813 0.00098248931636883783 -0.0022414884738117457 0.00059561693566686862 -0.0015363793062085909 -0.0023936107682592301 5.2915005393569879e-05 0.00034549286795754739 -0.00045975667644999055 9.9358812641393799e-05 0.00090044046453949473 -0.0021982951902330882 0.0010720132693196368 0.0021088944531419693 0.00018883773761666739 -0.0016465216293541877 -0.00035519430297938033 0.0012663851589832791 -0.0010529303637457814 0.0015068013283941134 0.000834021641421545 0.00049490185169006934 -0.0022208321299567184 0.00083294350897545363 -0.0017544765827041395 0.0013855907991825679 -0.0018026372952955887 4.3671004655699595e-05 -0.0015113892670522481
leaf_weight=27.906693112861834 3.3111862465739241 10.669333595782517 7.2430939050391308 6.7102936506271345 2.3078319216147065 2.9184777177870265 2.188869616482406 182.11293847787965 9.9103591442108172 8.2968650683760625 7.267136521637438 10.989022526890038 4.6751933619380024 4.7132355272769919 4.4160715043544769 6.3825981654226762 3.4674266129732132 3.0394908785820007 4.1344404667615873 4.4495850652456284 13.952053006738423 4.5106213208055115 4.936442259262547 2.9709396287798873 27.755711993901059 3.3664207705296576 4.3590502217411986 2.8327273782342663 45.511137562280055 9.4598573814146203
leaf_count=406 14 50 32 62 23 33 73 2526 39 42 26 44 37 18 59 30 22 13 16 28 88 59 61 16 138 22 14 30 511 101
internal_value=0.000108267 0.000199468 4.08466e-06 -0.000866286 -0.00151544 0.000152029 6.01085e-05 2.38587e-05 0.000174498 0.000353642 0.000440838 0.000202929 -2.27686e-05 -0.000485158 0.000858932 3.76793e-05 -0.000457249 -0.00147214 0.000770427 6.4153e-05 0.0010245 5.96007e-05 0.00022274 -8.25966e-05 0.000545104 -0.000417115 9.83962e-05 -8.41364e-05 -0.000143709 -0.000754131
internal_weight=436.765 232.891 203.874 12.3293 9.01813 222.222 191.545 184.302 219.303 85.6935 77.3966 44.9502 33.9612 22.2779 11.6832 14.5633 9.85002 7.71468 32.4464 8.58403 23.8624 133.61 74.128 38.0694 36.0586 8.30286 35.0985 30.7394 59.4816 13.9705
internal_count=4633 1903 2730 99 85 1853 2631 2599 1820 462 420 249 205 120 85 70 52 50 171 44 127 1358 687 466 221 83 450 436 671 160
is_linear=0
shrinkage=0.00196078


Tree=650
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 2 2 2 2 1 1 0 1 0 2 2 0 2 2 0 2 0 1 1 2 1 0 1 1
split_gain=1.10054 1.54377 1.45793 1.49433 2.87953 1.86328 1.20975 1.33332 1.1171 2.16177 1.99912 3.33798 1.14712 1.07953 0.830533 1.05744 2.16491 1.90616 1.67559 4.29892 2.81025 2.23303 2.24237 3.86383 1.69609 2.28714 2.27674 1.29005 1.5718 1.06807
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 43.930205408700004 0.51017933595000009 0.35394149875000008 36.377496227400009 36.654713368950006 44.202975721700007 43.968221017800005 0.39563186730000005 0.39431454150000006 0.5132031975000001 0.39170982905000007 0.47847369840000004 41.873095646600007 41.741384785950011 0.47787491390000009 43.477771593600004 42.759119507950011 0.47774018740000007 42.686561923500008 0.47568935060000012 0.34542378970000004 0.34527409360000011 48.109449608500007 0.34007963835000005 0.47076434840000009 0.3584174126500001 0.34479506600000004
decision_type=2 2 2 2 2 2 2 2 2 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 14 -4 5 -5 -2 -8 9 10 11 13 -12 -9 15 16 -1 18 19 21 24 22 29 -24 26 27 -20 28 -26 -17
right_child=1 -3 3 4 -6 -7 7 8 -10 -11 12 -13 -14 -15 -16 17 -18 -19 20 -21 -22 -23 23 -25 25 -27 -28 -29 -30 -31
leaf_value=0.00012142850111232209 -0.0022771276973082592 6.9527341284275892e-05 0.00034184876647547159 -0.00074000505785304371 -0.0020137065595101722 0.0012881922100101311 0.002268593865013695 -0.00035195375265620224 -0.0020351091983229486 0.0016523730767657762 4.974358553399608e-05 0.0013524263823510012 -0.0021597977852562925 -0.0021498977159521825 -0.00087249783087845595 0.0014535623654360896 0.001721922147765423 -0.0022648389882777395 -9.7354466115691024e-05 -0.002127976444229066 0.0024124017077005156 0.0017781192958556101 -0.0027687177958027895 0.00059309832968426136 0.0025386589331106127 0.001804739922941845 0.0015669284742412005 -0.0025044574617544791 -0.002086744080498611 -0.00039272663705877079
leaf_weight=38.409566383023048 1.3972955564968312 134.62873873023273 176.31122405454516 3.522987967822699 3.0817884355783463 3.4438181463629007 0.70051106065511959 3.3268361240625399 1.6317914568353433 1.8642402738332737 1.2002618326805521 3.793628066778183 3.6520424564369023 2.0908764619380236 4.0547389849089077 2.6426571855554375 3.5496012447401872 1.6245885714888562 12.767027676105508 4.8528841348597771 2.0886004567146292 2.3297384050674728 2.8768224101513624 2.4201669283211231 0.51684564352035456 0.87838870286941517 4.1998034939169875 2.5115114022046328 0.62285646237432957 2.2138207210227847
leaf_count=498 26 1984 919 20 62 21 2 26 185 11 24 13 122 70 44 51 16 27 182 127 5 9 38 12 1 3 14 32 66 23
internal_value=0.000127118 -5.41946e-06 0.000201499 0.000299932 -0.000435538 0.000262569 -0.00051871 -0.000384153 -0.000489979 -0.000331683 -0.000594684 -5.81306e-05 -0.00161325 -0.00104584 -5.63599e-06 3.5958e-05 0.000256825 -0.000181864 -9.91686e-05 -0.000561957 0.000241002 4.68374e-05 -0.00035041 -0.00123272 3.00286e-05 -0.00103593 0.000314606 -0.00171932 1.08386e-05 0.000611933
internal_weight=429.206 154.286 274.919 186.36 10.0486 6.96681 19.6575 18.2602 17.5597 15.9279 14.0636 9.21134 4.8523 5.41771 88.5596 84.5049 41.9592 42.5457 40.9211 17.3361 23.585 12.4832 10.1535 5.29699 21.4964 4.5296 16.9668 3.65121 1.1397 4.85648
internal_count=4633 2463 2170 1022 103 41 479 453 451 266 255 109 146 96 1148 1104 514 590 563 260 303 133 124 50 298 102 196 99 67 74
is_linear=0
shrinkage=0.00196078


Tree=651
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 0 2 2 0 2 2 0 0 0 0 1 1 0 0 1 0 2 1 0 0 1 0 0 2 2
split_gain=0.199239 2.37327 1.58337 2.72749 1.84234 1.28263 1.06248 0.760472 1.40935 1.19447 0.922374 0.898885 0.828852 1.26127 2.02195 1.96777 1.83904 1.40951 1.63429 2.90533 0.908249 0.737879 0.984992 0.956812 0.783803 0.77244 1.52072 1.51915 0.790001 0.728551
threshold=0.5054040298000001 0.50291907430000016 0.37644082515000005 0.37043801085000005 39.852039223600009 0.5116313883000001 39.788107623550012 38.238138001450004 0.51657136015000005 38.171717059500004 38.324118171300007 0.5116313883000001 0.52157121045000021 0.52507409960000018 0.53017873715000008 0.38906020780000011 0.39431454150000006 0.52252926560000013 0.52366695610000014 0.39500314360000005 0.52812790035000023 36.016191615950007 0.44765126795000004 0.5641597557000001 0.62143349005000015 0.40437412050000004 0.54413041525000005 0.52863686715000002 37.140760352250005 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=1 29 3 5 -5 -2 -3 9 -9 11 -10 -4 -12 15 16 -14 -15 -17 -19 -20 -18 -13 25 -24 -25 27 -27 28 -23 -1
right_child=2 6 7 4 -6 -7 -8 8 10 -11 12 21 13 14 -16 17 20 18 19 -21 -22 22 23 24 -26 26 -28 -29 -30 -31
leaf_value=0.009377652492137855 0.024376094944344284 0.0036767176399889897 -0.069679287187072572 -0.0060041426393118939 -0.073886142322048695 -0.022459542684045136 0.043574740118045054 0.0280824934919226 0.042277537221392644 -0.069568786725206069 -0.024969330091768573 0.0085507158848634971 0.062834571189044119 -0.065583736676183835 0.001264305181394761 -0.016845479512988003 0.0050342028422910726 0.038766907492895679 -0.066940271252551475 0.055812851262325644 -0.041598490768177232 -0.0081564508690030041 0.040843892915244338 -0.058461675787070982 0.030065766518640478 0.0047191901055983814 -0.068970929283658486 0.014932822526882022 -0.047714397607325119 -0.00078253616400075711
leaf_weight=22.533384369045962 3.5112920310348255 2.9022332355380041 0.60445467429236188 1.7458376009017227 3.1696781255304813 3.099922014400363 5.3322838067542762 5.614687642781063 1.5036897533573199 0.85406061820685764 3.5074279807740814 8.4150589580899595 2.1669683493673793 2.3789979033172122 108.64522152592326 4.181103784387231 3.7311645884328755 4.9867095119261649 1.3042640388011935 0.93002256815088902 1.7172809036273973 2.9217107556760329 1.8099617073312395 0.66535855163237989 0.48825088420926477 1.3173570521175855 1.9643169573973862 4.110754624940455 2.7684445795603096 168.26431636968482
leaf_count=330 19 13 9 14 47 36 40 42 11 14 29 320 8 65 1506 27 130 31 23 31 71 25 7 66 44 15 63 32 27 1538
internal_value=0.000467394 0.00162115 -0.000821862 -0.0198416 -0.0497766 0.0024154 0.0295128 0.000494177 0.00203316 -0.00785794 0.000950184 -0.00575528 0.000484861 0.0011714 -0.000612296 0.0164821 -0.0266596 0.0076728 0.0218694 -0.0158442 -0.00966383 -0.00417567 -0.0108497 0.0167729 -0.0209935 -0.017107 -0.0393896 -0.00964607 -0.0274027 0.000417391
internal_weight=377.146 199.032 178.114 11.5267 4.91552 6.61121 8.23452 166.587 140.668 25.9197 135.053 25.0657 133.549 130.042 116.473 13.5691 7.82744 11.4021 7.221 2.23429 5.44845 24.4612 16.0462 2.96357 1.15361 13.0826 3.28167 9.80091 5.69016 190.798
internal_count=4633 1921 2712 116 61 55 53 2596 1974 622 1932 608 1921 1892 1772 120 266 112 85 54 201 599 279 117 110 162 78 84 52 1868
is_linear=0
shrinkage=0.0530633


Tree=652
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 2 2 2 2 0 2 2 2 1 0 0 0 0 1 2 0 0 2 2 1 1 0 1 1
split_gain=1.34886 1.93911 1.56788 1.35625 2.71386 1.88171 1.3438 2.82695 1.20735 1.37506 1.09629 1.50211 1.40356 1.68876 2.30646 4.3727 3.67865 1.28373 1.18894 0.959686 1.19059 1.14752 1.0685 1.05102 0.970263 1.43512 1.23036 1.47178 1.34905 0.913494
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 43.930205408700004 0.51017933595000009 0.35394149875000008 44.202975721700007 43.968221017800005 42.654057868200006 36.377496227400009 0.54504356155000011 39.571921479100006 40.00488309970001 40.636252116050009 0.41917906650000009 0.53938504835000012 0.54284302865000023 0.5380527529500001 0.54088200950000009 0.43540612555000008 42.081757894750005 0.55980359870000018 0.55544744170000004 49.960114208400007 40.806664626150003 0.43075057630000008 0.41218825785000007 0.5485614203000001 0.4289991317500001 0.39431454150000006
decision_type=2 2 2 2 2 2 2 2 2 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 -1 -4 5 -5 7 8 9 -2 11 17 -13 -14 15 -15 -16 -3 -19 20 24 22 -21 -22 25 26 -12 -28 -29 -11
right_child=1 10 3 4 -6 -7 -8 -9 -10 29 19 12 13 14 16 -17 -18 18 -20 21 23 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=-3.2363817346663749e-06 -0.0022689212883162373 -0.0013766756130669548 0.00034424195778686763 -0.00071460645998876714 -0.0018692753594241496 0.0012515678022889825 -0.0020216004034205193 0.0017314487638066907 -0.0021432283346475922 -0.0009378263473900243 0.0012693789397438639 0.0014578102790344608 -0.00060693554188313121 0.0005781587652956637 -0.00026024127986254783 -0.0018676412228837919 0.0020226701120969297 0.00076214643441583838 -0.00060582628290582752 -1.8588443635917914e-05 -0.0021210503974010328 -6.1339364362230007e-05 0.0012423056656349382 0.00027603139490256159 0.00028269646531054062 -0.002303522323248606 0.0002653327650393413 -0.0023450453618467041 6.9866779198541788e-05 0.00011830300847375705
leaf_weight=90.617100280651357 1.4366366378963089 3.0501152444630852 177.04796778224409 3.5674978727474791 3.1226505413651466 3.627953490242362 2.1211420616018577 2.0329644959419957 1.8324252562597383 4.9006482437252981 1.5091292094439319 4.7138118818402281 5.7897687703371039 13.185937374830251 4.0712570250034315 3.3972152923233798 7.2592086791992188 4.5651296302676183 4.83383699785918 4.6959579698741418 2.4675181793281804 54.291633901426394 5.2715895019937307 0.93095056922174979 7.8782848492264739 1.5736120278015722 3.4412969946861267 2.3844338390044872 1.3325858167372642 7.9134190361946821
leaf_count=1148 26 29 919 20 62 21 185 11 68 85 11 13 29 66 26 25 27 22 27 26 75 1393 25 28 36 41 13 49 23 104
internal_value=0.00012393 -1.85855e-05 0.000204359 0.000304759 -0.000372726 0.00027674 -0.000573933 -0.000404432 -0.000674415 -0.000485547 6.3663e-05 0.000287261 0.00047531 0.000337896 0.000533871 7.71136e-05 0.00120238 -0.000293049 5.86056e-05 -6.8932e-05 -0.000420312 4.87311e-05 0.000648267 -0.00146441 -0.000224481 -0.000614644 -0.000308021 -0.000640571 -0.00147928 -0.000285606
internal_weight=434.864 156.881 277.983 187.366 10.3181 7.19545 20.2372 18.1161 16.0831 14.2507 136.643 50.8663 38.4172 33.7034 27.9136 16.5832 11.3305 12.4491 9.39897 85.777 21.5178 64.2592 9.96755 3.39847 18.1193 10.2411 8.66745 7.15832 3.71702 12.8141
internal_count=4633 2463 2170 1022 103 41 479 294 283 215 1984 264 186 173 144 91 53 78 49 1720 276 1444 51 103 173 137 96 85 72 189
is_linear=0
shrinkage=0.00192234


Tree=653
num_leaves=31
num_cat=0
split_feature=1 1 2 2 1 1 1 2 0 0 1 2 0 1 0 2 0 1 1 2 2 2 2 2 1 0 1 0 2 0
split_gain=0.209805 1.76452 1.0433 1.4709 0.757329 1.4714 0.706424 0.680541 0.878975 1.32768 0.590181 0.542109 0.593864 0.395063 2.32875 1.97817 1.53965 3.38071 1.31048 1.20449 3.1193 2.03165 2.13825 1.54576 1.09656 1.03938 1.05686 1.01483 0.813942 0.454868
threshold=0.39563186730000005 0.39814676205000005 36.558960102350007 49.960114208400007 0.39431454150000006 0.39170982905000007 0.39394030120000006 37.232443001650005 0.54191491270000014 0.54353163080000011 0.43540612555000008 36.859113051050009 0.56859076075000015 0.37977904855000005 0.51017933595000009 39.852039223600009 0.50291907430000016 0.37227927305000003 0.36166581840000006 38.751720283100006 37.140760352250005 39.198779702000003 39.788107623550012 40.94178426300001 0.36618664115000005 0.50101793360000013 0.36551300860000008 0.52157121045000021 41.600558339100012 0.48185683060000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 13 -7 8 -3 -10 -11 12 -12 14 16 -16 24 28 -17 20 -15 -21 -23 -24 25 26 29 -25 -18 -1
right_child=1 7 3 -5 -6 6 -8 -9 9 10 11 -13 -14 19 15 18 17 -19 -20 21 -22 22 23 27 -26 -27 -28 -29 -30 -31
leaf_value=-0.00097846225821650399 0.0088437875779116288 -0.061155549770097579 -0.055426234772727678 0.033109791173396401 0.019965242955646126 -0.054003298416622741 -0.0026902902041321623 0.00075219379881372726 0.051404024206826771 -0.056819065961871779 0.025625492676936559 -0.070907923274880741 -0.051912247514503788 0.013447453563115924 0.0025453818039108227 -0.011112791385746659 0.018386016587778099 -0.030251240368641932 -0.066612229319771496 0.042213589170080702 -0.037172732113797471 -0.02467171803444768 0.039622980545952403 -0.021063514275641518 -0.024397576507362347 -0.033649438158854017 0.03057384144519076 0.015371419701194924 0.046337236977234512 0.0043025506097748457
leaf_weight=116.90746404179663 1.3027881793677796 0.98074170202016731 3.3164298245683317 0.54648147523403157 5.3048301490489385 1.789668687270022 1.0729879059363157 112.65322669742818 0.74622136726975474 0.90624843421392176 1.0112582290312273 0.27063602558337141 0.3267795522833693 7.9357144013047201 3.5354729667305929 1.6426432840526102 5.7543867174535972 2.8629278503358355 3.0185061316005886 4.7594990879297283 4.9373488090932369 4.4250263646245029 4.4130383245646945 2.8679435886442644 4.3673013700754373 2.1453112401068202 3.0443781446665517 5.7305903742089868 4.7591561079025269 62.623273215256631
leaf_count=1356 12 29 185 6 35 91 16 1692 3 52 21 17 271 42 22 10 32 38 57 15 30 29 21 23 34 18 13 41 31 391
internal_value=0.000451656 -0.00125197 -0.0298511 -0.0429011 0.00127067 0.000871737 -0.03477 1.18546e-05 -0.0196496 -0.00716728 -0.0245464 -0.00636556 0.006689 0.00128695 0.00046892 -0.0256599 0.00152673 0.017921 -0.0470536 0.00620086 -0.00596747 0.0132581 0.00535443 0.0155658 0.000366965 0.000952467 0.00135905 0.00321896 0.0310387 0.000863642
internal_weight=375.958 122.061 5.1657 3.86291 253.897 248.593 2.86266 116.895 4.24189 3.26114 2.51492 1.60867 1.33804 245.73 210.661 8.19662 202.464 13.3765 4.66115 35.0692 12.8731 22.1961 17.4366 13.0116 189.088 184.72 182.575 8.59853 10.5135 179.531
internal_count=4633 2288 203 191 2345 2310 107 2085 393 364 361 309 292 2203 2002 89 1913 101 67 201 72 129 114 85 1812 1778 1760 64 63 1747
is_linear=0
shrinkage=0.0500028


Tree=654
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 2 1 2 0 1 1 2 0 0 1 2 0 0 0 0 1 1 2 2 0 2 0 2
split_gain=1.03481 2.33628 1.74727 4.74666 2.39541 1.33428 1.06462 2.05057 1.87741 2.82304 3.40912 1.85491 1.74711 1.71891 4.1136 1.87481 1.86567 1.27146 1.42416 1.91527 1.03654 1.02995 1.59635 1.61506 1.01579 1.97231 1.06722 1.16291 1.17473 0.981396
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.36476452800000009 0.36510882910000009 0.34515433670000012 40.250747516500006 0.34503457980000002 40.621691032550004 0.47787491390000009 0.34569324270000007 0.35331277505000008 41.319407281650008 0.48185683060000012 0.48458129995000004 0.34569324270000007 41.600558339100012 0.47943175355000006 0.47847369840000004 0.48233585820000008 0.57927906350000014 0.47447681205000009 0.47941678395000004 41.319407281650008 40.806664626150003 0.47736594710000008 39.955516828000007 0.42314601355000009 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 3 6 -4 -6 8 11 17 -10 -11 -8 -13 15 16 -9 -15 18 19 24 -20 29 -23 -24 25 26 27 28 -1 -7
right_child=-2 -3 4 -5 5 21 7 13 9 10 -12 12 -14 14 -16 -17 -18 -19 20 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0015843202560049589 -1.3205664512646357e-05 0.0011996874255648779 -0.0011701839312090762 0.0018150880759419848 0.0011924192612590651 3.4346743554388348e-05 0.00035762187319783589 0.00062116490374089972 0.0013379222280886754 -9.2223888845273128e-05 -0.003740678381302306 -0.0020397807780188838 -3.1859290345116548e-05 0.00019394372538241778 -0.00084145977305106557 0.001824932650172618 0.00151705646535511 -0.0011023360743849814 0.0011143512539360933 -0.0015273741292056975 7.0639600058321078e-05 -0.0019576300379109193 0.0017552763988546419 -0.00097183626667040094 0.0010417145594165443 -0.0018628690195994096 0.0011588843727786164 -0.0014672106853394601 0.00030909424938360236 0.00089070601893680135
leaf_weight=1.2288935302931481 158.85249194520293 7.3827573669841504 5.6066866917535654 6.7993847094476214 3.4713678807020178 130.9391084871022 7.5771359050413576 17.935359285911549 1.2132755364582397 1.7329544173553588 1.7647156920284031 2.921060057124123 2.9975175892468542 8.0317619852721709 8.1839979216456396 5.8602600432932368 6.6513011306524268 2.6453720618155776 8.2914101928472501 2.6256290525197974 5.3410885483026496 2.2266676173312581 1.2146398056065666 1.9027944174922593 3.5862239685375235 1.815127421519718 3.0264039635658255 1.7329001317266364 12.472782049328087 4.733851912431418
leaf_count=138 2058 36 56 46 14 955 36 80 9 62 15 26 32 39 41 35 36 39 26 27 24 180 14 408 17 29 10 28 82 35
internal_value=0.000105278 0.000174496 0.000145884 0.000317863 1.47647e-05 6.07451e-05 0.000223283 0.000386528 1.64322e-05 -0.00109061 -0.00193302 -0.000247788 -0.00102285 0.000569984 0.00020823 0.000917622 0.000793302 0.00013838 0.000220187 -2.95536e-05 0.000705435 3.2887e-05 -0.000762741 9.07233e-05 0.000135255 -2.50698e-05 0.000155627 -4.10912e-05 0.000139275 6.42265e-05
internal_weight=430.765 271.912 264.53 114.435 150.095 144.488 107.635 60.1584 47.4768 4.71095 3.49767 13.4957 5.91858 46.6627 22.8671 23.7956 14.6831 42.7658 40.1205 26.488 13.6325 141.017 5.3441 3.11743 23.8623 20.2761 18.461 15.4346 13.7017 135.673
internal_count=4633 2575 2539 877 1662 1606 831 325 506 86 77 94 58 231 116 115 75 420 381 331 50 1592 602 422 304 287 258 248 220 990
is_linear=0
shrinkage=0.00184769


Tree=655
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 1 1 2 2 0 0 0 1 0 0 0 0 1 1 0 0 1 0 1 1 0 0 1 1
split_gain=0.201162 0.79102 3.04223 0.765873 0.945278 0.813797 0.599329 1.07629 1.50405 1.48196 2.77462 1.65353 1.17203 0.586093 0.540813 2.58011 0.842677 0.518216 0.561263 2.72496 1.94025 0.570928 0.448414 2.73514 0.852772 1.19185 2.19645 0.590316 0.868355 0.405506
threshold=0.54504356155000011 0.54353163080000011 0.41917906650000009 0.43540612555000008 42.081757894750005 49.960114208400007 0.40437412050000004 0.41997245590000004 41.087689990200012 40.371455563000005 0.5485614203000001 0.56685428580000019 0.54695967185000016 0.43593006200000012 0.5485614203000001 0.55348642255000013 0.55980359870000018 0.5619592227500001 0.43837010870000009 0.44512140355000007 0.56974342085000018 0.57403969940000021 0.41861022125000008 0.53998383280000006 0.41625999220000004 0.40896979130000005 0.5276039639500002 0.52949013500000019 0.42209814075000007 0.4529056016000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 22 -3 4 6 -6 -2 12 9 10 -9 -12 -8 -5 -15 -16 -17 -18 20 21 -19 -20 24 27 25 -1 -27 28 -24 -21
right_child=3 2 -4 13 5 -7 7 8 -10 -11 11 -13 -14 14 15 16 17 18 19 29 -22 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00098978933910113566 0.024095825241582734 -0.029474911271586374 0.039929832462789139 0.045134038152405576 -0.065229700920303155 0.0076370425773555307 -1.3070770085650357e-05 0.046561108422038595 0.026309648790850185 -0.050977287869059133 -0.066137682104850465 0.033683215970375005 -0.081448340603501021 0.040192164875322706 -0.097881845631302672 0.022111254416167906 -0.022801755571754446 -0.015945329017256274 -0.080570790013078958 0.011839893946787521 0.055763723975193906 -0.0242001420222876 0.066371489182585522 0.0059432255490606753 0.021691919959330345 0.028063671337332355 -0.079207729400376778 -0.084398616367160964 -0.062308164258080459 -0.0022331892906568853
leaf_weight=270.15084799716715 1.9511047005653441 3.3325228088069689 6.9770994372665882 1.0750132279936213 1.9680530737969086 0.75818552973214526 1.1100448276847594 2.5343849193304759 4.0126470960676661 3.1076036989688873 2.1472011348232631 0.81849314318969835 1.4627578877843914 1.2014978155493725 0.9509589821100225 6.1967462272150433 3.7080182554200283 2.8069592523388556 1.7128336762543761 11.165803332783979 2.5912998688872904 1.0258844931959172 0.26373875141143743 8.0797210261225683 7.0094533944502464 1.1118306647986167 1.7615961544215677 1.7408765158033928 0.64589238377811853 21.181732938593086
leaf_count=2603 8 23 33 7 80 28 6 8 18 18 67 12 41 5 7 36 19 22 28 122 20 31 1 36 30 17 38 32 90 1147
internal_value=0.000544187 0.00122838 0.0174952 -0.00225891 -0.01228 -0.044965 -0.00708248 -0.0110864 -0.00390509 -0.0179903 0.00064769 -0.0385884 -0.0463128 0.00145492 0.00056124 -0.000366229 0.00147411 -0.00141966 0.000538745 -0.00222115 0.0184768 -0.0594552 0.000651605 -0.0113369 0.00111098 0.000582595 -0.0377006 -0.0640131 -0.0249987 0.00262459
internal_weight=374.561 301.074 10.3096 73.4872 19.8705 2.72624 17.1442 15.1931 12.6203 8.60768 5.50008 2.96569 2.5728 53.6167 52.5417 51.3402 50.3893 44.1925 40.4845 35.0863 5.39826 2.73872 290.764 10.7302 280.034 273.024 2.87343 2.65051 0.909631 32.3475
internal_count=4633 2903 56 1730 286 108 178 170 123 105 87 79 47 1444 1437 1432 1425 1389 1370 1328 42 59 2847 159 2688 2658 55 123 91 1269
is_linear=0
shrinkage=0.0597579


Tree=656
num_leaves=31
num_cat=0
split_feature=1 2 1 2 0 0 0 1 2 0 2 2 2 2 1 1 2 1 0 0 2 1 1 2 1 2 1 2 2 0
split_gain=0.17721 0.352485 0.221301 0.185448 0.758595 0.657659 0.618128 0.279452 0.622186 0.498846 0.743732 0.324392 0.544892 1.60003 1.00285 1.97114 0.635782 2.07728 3.54502 1.85097 0.64078 1.84866 4.29017 1.59156 0.730193 0.633147 0.557463 0.800123 0.55614 4.32702
threshold=0.50056884525000012 45.044778924400006 0.49585341755000006 49.292797572200008 0.58035687555000015 0.55688452445000014 0.47648274005000008 0.31100865245000009 48.823707093150006 0.39672464895000009 48.553014326500012 48.823707093150006 44.578137159850009 44.749265482150008 0.4172030777500001 0.39170982905000007 43.895345911700005 0.34575312120000007 0.48634771415000005 0.53499895210000015 43.564719632750005 0.34527409360000011 0.39814676205000005 43.477771593600004 0.3584174126500001 44.131787411600008 0.44618424600000006 47.142075646500011 42.783136484500005 0.47880302985000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 5 6 -5 8 -1 10 -9 12 16 -14 15 -15 20 -18 -19 -20 23 -22 24 28 -23 -21 -16 -28 -11 -30
right_child=1 -3 -4 4 -6 -7 -8 9 -10 11 -12 -13 13 14 26 -17 17 18 19 25 21 22 -24 -25 -26 -27 27 -29 29 -31
leaf_value=-0.015972730620677038 -0.060708365462132582 -0.0051302244014544106 0.021143244204923355 -0.0030905369121444256 -0.072633191277364659 0.025664699890561943 -0.066377401356771143 0.014111982721848168 0.032805735667748068 0.0012540307161896984 -0.050543340006868089 0.014035158586528923 -0.080715696041065044 -0.0030648326209216643 0.033812170062726167 -0.069961938975913157 0.040640200991027449 -0.095644189929880719 0.031665441590509338 -0.074746327581853789 0.026092318789253003 -0.11512714587539369 0.016256194694462142 0.04519233493882148 -0.055240924355961542 -0.0064144517527191013 -0.025460059521929958 0.028408168061252646 -0.063291021635898073 0.0023136141567432229
leaf_weight=1.420611871893924 0.48124818942915171 2.6590190088609233 1.8646092928538553 1.976263391785323 0.62193919951096166 1.8116244220873339 0.7642347380024147 1.0433777460420963 2.7250289265066385 279.29122141963308 1.624533452093601 6.3774275574833146 1.0725752790458525 6.9056386912707222 2.6196416588500133 2.0367901562713087 5.828938301652669 1.3226033896207789 4.7252847338677384 0.88831889070570458 2.6063414551317674 1.4904046636074784 2.9611292602494359 2.8653432694263747 1.4195885262452064 1.0644792439416049 2.2289119418710475 1.763857828453183 4.2271370208472971 23.824051621137187
leaf_count=185 480 132 43 16 69 49 100 51 17 2514 12 43 28 163 25 124 21 15 38 64 12 14 26 21 42 14 27 16 100 172
internal_value=0.000488091 -0.0136476 0.000608268 0.00050408 -0.0107293 -0.00227165 -0.0207392 0.000664492 0.0160905 0.000485952 -0.0252577 0.000679138 0.000435178 -0.0101219 -0.00525411 -0.0183018 0.000963083 0.0135066 -0.00626168 0.0114406 0.000418745 -0.0157905 -0.0343833 0.000861717 -0.0859127 -0.0374983 0.0123912 -0.00166307 0.000448424 -0.00757259
internal_weight=372.512 3.14027 369.372 367.507 5.17406 4.55212 2.7405 362.333 4.14564 358.188 2.66791 355.52 349.142 16.6274 15.5548 8.94243 332.515 13.8296 8.00069 6.67808 318.685 8.47746 5.87112 310.208 2.90999 1.9528 6.61241 3.99277 307.342 28.0512
internal_count=4633 612 4021 3978 234 165 116 3744 202 3542 63 3479 3436 383 355 287 3053 152 131 116 2901 94 82 2807 56 78 68 43 2786 272
is_linear=0
shrinkage=0.0597579


Tree=657
num_leaves=31
num_cat=0
split_feature=1 1 2 2 1 1 0 2 2 0 0 1 2 0 2 1 2 2 1 2 1 1 0 0 2 0 1 0 0 1
split_gain=0.18031 1.52388 0.96171 1.25029 0.645859 1.21308 0.707542 0.619111 1.4483 1.46674 0.827925 1.68619 1.49725 1.25406 1.29229 2.12299 2.01664 2.92622 1.24788 0.839661 1.94092 1.85822 0.806112 1.51552 1.62533 1.48318 1.37174 0.927252 2.3731 1.22912
threshold=0.39563186730000005 0.39814676205000005 36.558960102350007 49.960114208400007 0.39431454150000006 0.39170982905000007 0.53146612375000013 40.767054867700004 40.890797847750008 0.52366695610000014 0.55688452445000014 0.43220262865000009 41.542492784600007 0.55348642255000013 42.081757894750005 0.42111014640000005 43.067541470150012 43.477771593600004 0.4172030777500001 41.243661560350013 0.44618424600000006 0.4373072662500001 0.53499895210000015 0.54191491270000014 40.679780036550007 0.54353163080000011 0.39995808510000008 0.54413041525000005 0.54450465555000005 0.40437412050000004
decision_type=2 2 2 2 2 2 2 2 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 22 -9 -10 12 -12 -11 14 -14 18 -17 -18 -16 -13 21 -21 26 -24 25 -25 -3 -27 -29 -30
right_child=1 7 3 -5 -6 6 -8 8 9 10 11 19 13 -15 15 16 17 -19 -20 20 -22 -23 23 24 -26 27 -28 28 29 -31
leaf_value=0.0014524424924111455 0.010101737210931525 0.024372927563055147 -0.071182095230988354 0.036959284850626578 0.023980780127422968 -0.070276230978226883 -0.0024695782460588782 0.038018424080206802 -0.073972718176348498 -0.016121502284407317 -0.093294839488046233 0.036316339011494309 0.035006444111845253 0.056146834803273357 0.00057507999235522527 -0.1142465977614374 0.07947618630886194 -0.081581798872781788 0.049525506266491708 -0.010555706932765845 0.0044240184585391052 -0.081880466411184294 0.016721795958710366 -0.05077294640451134 -0.084164705136007892 0.03687137063768834 -0.076151920368970311 -0.11760614843399078 0.089214461397565822 -0.0055178207043764657
leaf_weight=243.77960761520808 1.3061890937387932 0.86787114897742812 2.9766103455331181 0.52643289230763901 5.2152518504299215 1.569384803384309 1.0918107754550872 4.832042825073585 1.0658240528864542 7.0928306169807938 0.88019037392223509 2.1667432413305532 6.85832022503019 3.0934761310927561 7.9143426982918736 1.1573174092918628 0.89062198996543873 1.0041460600041316 3.0067940410226583 4.3261962328106192 20.294738254240656 2.3631103539373726 11.315734235569833 3.0571475997567168 1.2126817868993374 2.2087469361722496 1.6435217317193744 0.7840679911896612 0.58605605363846081 25.813759219573512
leaf_count=2203 12 15 185 6 35 84 23 35 60 38 43 40 39 20 75 14 2 66 14 26 667 42 50 16 13 9 38 7 1 755
internal_value=0.000473247 -0.00159861 -0.0372679 -0.0549307 0.00145498 0.000978284 -0.0424571 -9.95917e-05 0.00390754 0.00125397 0.00256732 -0.00508819 0.00997926 0.0177171 0.0120103 0.000723383 -0.04697 -0.00587766 0.0140521 -0.00242485 -0.00553565 -0.0357524 -0.00574849 -0.00375713 -0.0106412 -0.00789352 -0.0414132 -0.00343361 -0.00670847 -0.00341484
internal_weight=370.902 119.246 4.80923 3.50304 251.656 246.441 2.6612 114.436 66.9467 62.1147 61.0488 30.031 31.0178 23.925 20.8315 13.9732 3.05209 1.89477 10.9211 29.1508 26.984 6.68931 47.4896 44.9782 33.6625 32.4498 2.51139 29.3926 27.1839 26.3998
internal_count=4633 2288 203 191 2345 2310 107 2085 1181 1146 1086 818 268 230 210 171 82 68 89 775 735 68 904 851 801 788 53 772 763 756
is_linear=0
shrinkage=0.0646839


Tree=658
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 0 1 0 1 1 1 1 0 2 1 0 0 2 1 1 2 1 2 1 0 2 0 1 0
split_gain=0.19784 0.299686 0.512744 0.948642 0.26687 0.505803 0.505345 0.205924 0.200355 0.194851 0.191122 1.54186 1.21753 1.09608 2.62565 1.47136 1.15131 2.62313 1.80328 1.37609 0.998505 1.31911 0.896474 0.85509 0.716155 0.617057 1.55722 3.70258 2.10346 1.5148
threshold=32.724174661450007 34.823977857500005 33.96174662340001 33.361153777850006 0.38045268105000002 0.51657136015000005 0.53017873715000008 0.38772791230000009 0.54191491270000014 0.32829855390000007 0.38906020780000011 0.39019789825000006 0.38723391515000005 0.51657136015000005 36.654713368950006 0.37977904855000005 0.5132031975000001 0.50913146310000013 40.986363433950011 0.36880632320000012 0.39048232090000007 36.377496227400009 0.36510882910000009 35.119813570500007 0.37447980600000008 0.48588365620000007 41.529896397300007 0.48911709230000006 0.34548366815000003 0.48368312325000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 9 -6 -7 -4 -9 -1 12 -12 13 16 -15 -16 17 19 -19 22 -13 23 25 -22 -21 29 27 -27 -28 -3
right_child=1 10 7 -5 5 6 -8 8 -10 -11 11 20 -14 14 15 -17 -18 18 -20 24 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.0085269612504654518 0.017782919668747298 0.00096352156008399107 0.044694306729956619 -0.053888619517926874 -0.10080497308962748 0.054474312922821275 -0.065143641918731149 -0.018180390976438636 0.03570373358800779 -0.070035948335646483 -0.037428936291144924 0.029562168778623849 0.028102420173025073 0.048942489238003775 -0.080694066872779427 -0.018557071612361066 0.02771570357749565 -0.086680395642506153 0.0037110620667602798 0.031744032384869746 0.002464009634392088 -0.00041468623095132381 -0.020797559531260296 -0.070536327464527607 0.00120005086448608 0.059661640529300133 -0.046234985133687047 -0.00010813615981521392 0.0059348986709801405 -0.024772527765578374
leaf_weight=0.15407877237885148 2.4394617952839321 133.16662441540393 1.8568985089659693 0.95461472095666966 0.14879588410258293 0.50279726460576057 0.1775518658537294 0.47796415816992499 0.55297857909135928 0.49122854069719324 4.3030156306922427 4.0185501221567383 6.1543708965182296 1.5811007767915706 2.0942206759937108 4.3706707120873034 6.0261509781703344 2.1313754431903358 1.3326733103021977 8.1955526620149595 0.92978152904106481 128.35737646283815 7.2089438851980949 1.6613587525425826 4.3741562925279132 6.1162259057164219 3.4959344975650337 10.395254680886863 16.071617625653744 9.0760541632771474
leaf_count=35 36 1364 27 37 2 5 146 6 39 53 30 18 28 5 41 30 29 32 20 50 22 2139 42 84 30 39 24 84 80 56
internal_value=0.000399305 0.000488744 0.0136876 -0.00237535 -0.0218834 0.000993548 0.0232574 0.0325664 0.0107221 -0.0512776 0.000259103 -0.00151061 0.00137037 0.000607424 -0.021466 -0.0386856 0.00146297 0.00067809 -0.0519054 0.00159758 -0.000365468 -0.00128389 0.000275278 -0.0443415 0.021115 0.00112718 0.00824659 0.0220319 -0.00338576 -0.000678614
internal_weight=368.817 367.343 6.28192 3.39408 1.47445 0.829145 0.680349 2.88784 1.03094 0.645307 361.061 139.27 221.791 215.637 8.04599 6.46489 207.591 201.564 3.46405 198.1 134.967 130.949 185.531 2.59114 12.5697 178.322 36.079 16.5115 19.5676 142.243
internal_count=4633 4392 145 73 241 153 151 72 45 88 4247 2293 1954 1926 76 71 1850 1821 52 1769 2263 2245 1689 106 80 1647 227 123 104 1420
is_linear=0
shrinkage=0.0609531


Tree=659
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 0 2 0 1 0 1 2 2 1 1 2 0 1 1 2 0 1 2 1 0 1 2 1 1 0
split_gain=0.988987 1.71476 2.73563 1.32473 1.26393 1.8333 1.24212 2.66946 2.11343 1.04777 0.871027 0.870345 2.10682 2.47645 1.46514 3.44556 3.12925 1.16833 1.74718 1.14805 1.10897 1.09611 1.04252 3.5645 1.95953 1.28224 1.84312 2.7875 1.72887 0.794208
threshold=0.39078171310000004 0.52688542260000015 40.300545846000013 0.47880302985000006 0.5116313883000001 0.52432561900000019 43.930205408700004 0.51017933595000009 0.35394149875000008 0.47847369840000004 0.40651477500000005 42.670715716450012 42.243697547450004 0.34626208795000007 0.3584174126500001 40.806664626150003 0.49067393190000008 0.3465914194000001 0.34608245260000009 42.686561923500008 0.5054040298000001 0.36476452800000009 41.489621506400006 0.34569324270000007 0.48458129995000004 0.34491482290000003 40.574766824850009 0.34560342505000002 0.34545372890000009 0.50291907430000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 9 -4 -6 11 8 -8 -1 -7 12 14 -14 16 21 17 18 22 -13 -17 -16 24 -24 25 -5 28 -28 -27 -21
right_child=1 -3 4 6 5 10 7 -9 -10 -11 -12 19 13 -15 15 20 -18 -19 -20 29 -22 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=4.4999087827733456e-05 -0.0025730574432775025 4.5316905256906977e-05 -0.0021755802514497086 0.00093023591509533324 0.0012702245803064736 -0.0021010985499642964 -0.0008111488397081429 -0.0019903287833128139 0.0013737418809145728 -0.00095556294858364238 0.00071256331932032023 0.0016718597882658848 -0.0018928850404492743 0.00014259800887645501 -0.00070257222727210017 -0.00054234022693630318 0.0015502421025639999 -0.00059258131649406371 0.0013624717492415818 0.00031308872736956112 -0.0022868030541111795 0.00033577633058366334 -0.0011036985291331858 0.00092152366291668839 0.0015783099164231385 0.0014256151978075181 -0.001314611113012912 0.0006293811576947901 -0.00012202890840332612 0.0010559217232659658
leaf_weight=85.815584924377617 2.526141388807444 143.35644805392076 0.96585623559076328 8.6208811104297656 2.8922409058432095 1.3130552573129533 3.4367411667481047 2.8460263223387301 3.3723231703042984 4.221769841387867 0.62404607649659727 3.4896770864725104 3.6686527393758279 6.1509271115064621 4.2620773185044518 2.962727077305316 9.6495502181351167 4.6783802360296241 6.7605060413479796 23.820767419412736 2.6580260097980499 47.134077206254005 7.2211343050003034 6.2187633067369461 5.26882280409336 5.2867436259984988 6.787422724068163 4.8710547238588333 5.8413250148296356 7.2081241011619559
leaf_count=1104 56 2226 51 30 49 57 20 62 21 44 24 61 32 30 26 22 60 24 45 107 24 239 39 19 27 21 38 16 24 35
internal_value=0.00012197 -4.91255e-06 -0.000870244 0.000192659 -0.000127983 0.000281531 0.000288805 -0.000395598 0.000270961 -1.91636e-06 -0.00119466 0.000327099 0.000257464 -0.00061787 0.000324499 9.02698e-05 0.000512058 0.000349309 0.000426784 0.000605572 -0.00136729 0.00024967 0.000300563 -0.00016661 0.000471757 0.000286124 4.24365e-05 -0.000502387 0.000613229 0.000485652
internal_weight=423.93 151.678 8.32134 272.252 5.7952 4.82934 182.215 9.65509 6.80906 90.0374 1.9371 172.56 138.041 9.81958 128.221 57.0169 71.2046 61.555 56.8767 34.5186 5.62075 51.3962 50.1161 13.4399 36.6763 31.4074 22.7865 11.6585 11.1281 31.0289
internal_count=4633 2463 237 2170 181 130 1022 103 41 1148 81 919 716 62 654 311 343 283 259 203 46 265 214 58 156 129 99 54 45 142
is_linear=0
shrinkage=0.00196078


Tree=660
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 0 1 2 2 1 2 0 1 1 0 2 2 2 1 0 2 2 0 1 0 1 2 1 1
split_gain=0.175557 0.253848 0.433735 0.796261 0.235119 0.433881 0.45053 0.201876 0.186894 1.59696 0.918435 0.719705 1.33552 2.10531 1.45342 1.12328 0.9616 0.743506 0.8361 0.928097 0.808635 0.795051 0.893327 1.9007 0.777245 1.51773 1.61663 1.5168 1.21067 1.55312
threshold=32.724174661450007 34.823977857500005 33.96174662340001 33.361153777850006 0.38045268105000002 0.51657136015000005 0.53017873715000008 0.31753540315000006 40.300545846000013 40.467253020850002 0.40115565405000009 40.003678352300007 0.53998383280000006 0.4373072662500001 0.45051046375000009 0.48149755995000004 39.896141435400004 39.476991512000005 39.262923716450011 0.33400197600000009 0.49877249185000011 38.621016321050007 36.165040341950011 0.47787491390000009 0.46280051495000007 0.55980359870000018 0.45218706025000005 38.804629908750009 0.42039160505000012 0.40115565405000009
decision_type=2 2 2 2 2 2 2 2 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 -1 11 10 -10 16 15 -14 -15 -13 17 18 19 -3 21 22 -21 -24 25 28 -27 -28 29 -22
right_child=1 8 -4 -5 5 6 -8 -9 9 -11 -12 12 13 14 -16 -17 -18 -19 -20 20 24 -23 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.013958937522302916 0.016444135193634458 -0.045912524232213391 0.030416958668290112 -0.049770640339655364 -0.095031600065222377 0.052579217333002998 -0.064800550123004341 -0.069013200672247171 0.039260533111072478 0.00024827519346863305 0.00053615978751718918 -0.032702626736710039 -0.10089218637416356 0.039696960045596995 -0.068675508812649749 0.0099043194055950644 0.025737019014784288 -0.012785881494889568 0.020254561688619374 -0.013171304824037777 -0.00075112275453052791 -0.0089848475013706158 -0.0036637300081091046 0.050757696289159139 0.030147211253697612 -0.089132719132154203 0.020365108082450772 -0.065707912549148914 0.021212445491618444 -0.034374142589059874
leaf_weight=0.14219126373063662 2.4179782463470469 1.6599390122573812 2.8145552534260787 0.9359066770703065 0.14293089555576444 0.47372118383646011 0.16338758124220476 0.46596754261554452 6.3040416954318044 234.70992014044896 3.5607296156522352 3.4026662713149545 1.5317446440458291 1.1186218559741972 0.78062513095937891 7.0870032275561243 5.145774343647644 17.222584599694528 7.7120529801468356 2.4178372693131704 32.560905286576599 4.9240422761067739 4.0738426654133928 5.7491577304899693 2.4301370909815878 1.5462312105810259 1.9496011232840831 1.2472972581163047 7.1942842851858577 6.0529835964553049
leaf_count=14 36 62 72 37 2 5 146 74 40 2981 31 23 17 5 53 42 32 159 51 25 208 27 58 35 171 46 39 18 66 58
internal_value=0.000430793 0.00051273 0.0127733 -0.0020332 -0.0212043 0.00094525 0.022477 -0.0496138 0.000302873 0.00125803 0.0252828 -0.00171433 -0.014714 -0.0477253 -0.0048461 -0.00391663 6.18092e-05 -0.00130389 0.00118295 -0.000865352 0.000200642 0.0116983 0.0200184 0.0281878 -0.00352437 -0.00514306 -0.0379651 -0.013217 -0.00174456 -0.00602175
internal_weight=367.939 366.55 6.16844 3.35388 1.3882 0.78004 0.637109 0.608159 360.382 244.575 9.86477 115.807 13.9207 3.43099 1.89925 10.4897 101.887 96.7409 79.5183 71.8063 70.1463 17.1649 12.2408 9.823 52.9814 50.5513 4.74313 3.1969 45.8082 38.6139
internal_count=4633 4392 145 73 241 153 151 88 4247 3052 71 1195 140 75 58 65 1055 1023 864 813 751 145 118 93 606 435 103 57 332 266
is_linear=0
shrinkage=0.0609531


Tree=661
num_leaves=31
num_cat=0
split_feature=1 2 1 0 1 0 0 0 2 1 0 0 1 2 1 1 0 2 0 2 0 2 0 2 2 1 0 0 1 1
split_gain=0.159424 0.331539 0.177963 0.169853 1.22318 1.1435 0.566966 0.337939 0.65053 1.43974 0.708641 1.58368 0.47076 1.04869 0.516177 1.0499 1.14994 0.30658 0.290897 2.12937 0.873203 1.78258 1.72756 1.87526 3.75996 0.857402 1.65654 1.54843 1.04057 1.91599
threshold=0.50056884525000012 45.044778924400006 0.49585341755000006 0.59930840395000018 0.45824975300000009 0.63528038085000016 0.60710757165000018 0.58388970390000006 46.645430295100006 0.45932756505000005 0.58887458460000019 0.59751205050000011 0.46636328255000009 49.960114208400007 0.46280051495000007 0.45420795785000007 0.58249753000000004 44.749265482150008 0.57212358910000016 40.94178426300001 0.56579144335000009 42.546237522150008 0.56065686655000013 38.911218973650008 40.858951393400005 0.43837010870000009 0.55788748840000013 0.55688452445000014 0.43584024430000007 0.42991227810000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 7 -5 6 -6 12 9 -9 -11 -12 14 -14 15 18 -17 -8 20 -20 22 -22 25 -24 -25 26 28 -27 29 -1
right_child=1 -3 -4 4 5 -7 17 8 -10 10 11 -13 13 -15 -16 16 -18 -19 19 -21 21 -23 23 24 -26 27 -28 -29 -30 -31
leaf_value=0.0010351022468905267 -0.060631717355056021 -0.0050961156453442685 0.018958689054576393 -0.074354490433466675 -0.02206284260972435 -0.068720719979823638 0.014601698554114991 -0.06785211276955036 0.042089209306958912 0.060997041256789279 -0.065855606796021815 0.074999595055895804 -0.066185536573671988 0.011233886113622291 0.024472595242840327 -0.06418583116377459 0.025876948545338747 0.056582087311507059 0.017526372990114374 -0.06816899206944077 0.03109266010966262 -0.024264907283790878 0.022882756669989807 -0.10778755720058725 -0.0043749182849344322 -0.0054133099067899329 -0.050726880628000744 0.054032315810260807 0.042791346695427744 -0.041777352247991326
leaf_weight=306.34713584413112 0.44801276354337405 2.6811284410650842 1.8554306688602071 0.88407563586952065 1.008141487487592 0.67353916808860947 1.6258725914958634 0.84522562514757682 2.0281274218577892 1.0008939332401499 0.68728034765808821 0.48703969857888296 1.1879804875570692 1.3179553042864425 3.1849133833602528 1.7708795670187094 0.70893295388668764 1.0053356792777774 2.7572997887618831 1.6581156202591953 8.3218788399826717 2.7682217750698319 1.8257388919591893 2.1565671376883984 3.0050111415330321 3.3045361889235201 2.2443471760489038 2.972032381221652 2.0929303627635809 3.7789280982906339
leaf_count=2957 480 132 43 43 36 40 56 38 37 11 43 5 67 33 22 115 6 9 57 59 52 28 17 29 26 31 36 11 34 80
internal_value=0.000383295 -0.0130474 0.00049891 0.000404203 -0.0103212 0.0028046 0.0160419 0.000560576 0.0159114 -0.00166607 0.0240519 -0.00743706 0.000340032 -0.0254681 0.000525398 0.000304781 -0.0384385 0.0306416 0.000584697 -0.0146547 0.000783295 0.0172747 0.000225233 -0.02917 -0.0475819 0.000865608 0.000429104 0.0227349 0.000796833 0.000513427
internal_weight=366.634 3.12914 363.504 361.649 5.19696 4.31289 3.63935 356.452 5.04857 3.02044 2.17521 1.17432 351.403 2.50594 348.897 345.713 2.47981 2.63121 343.233 4.41542 338.817 11.0901 327.727 6.98732 5.16158 320.74 314.463 6.27657 312.219 310.126
internal_count=4633 612 4021 3978 184 141 101 3794 134 97 59 48 3660 100 3560 3538 121 65 3417 116 3301 80 3221 72 55 3149 3107 42 3071 3037
is_linear=0
shrinkage=0.0597579


Tree=662
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 2 0 1 0 1 1 2 2 1 1 0 2 2 0 0 1 1 2 1 2 2 0 1 2 2
split_gain=0.768754 0.999729 1.1873 1.82913 1.34427 1.00392 0.930943 0.887636 2.0692 0.89223 0.862008 1.79192 1.87419 2.08315 2.11817 1.31853 1.44812 1.05287 1.16455 1.90383 1.3224 1.74387 1.23108 1.23661 1.05774 1.10823 1.04775 2.55984 1.0369 0.857204
threshold=0.5485614203000001 0.55484865720000009 0.42307116555000007 41.685324604100011 0.42111014640000005 40.250747516500006 0.47721625100000004 0.42991227810000004 0.55788748840000013 0.43075057630000008 0.34482500525000009 40.408647214050006 41.772405911750006 0.34584293880000011 0.34518427590000006 0.45995628875000011 50.189067467950004 48.96897326980001 0.47568935060000012 0.47396784530000008 0.32467590790000006 0.3298553935500001 48.823707093150006 0.31118828780000007 39.476991512000005 42.081757894750005 0.47697673720000006 0.34548366815000003 35.771221912400001 44.578137159850009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 4 -4 5 -2 10 8 -3 -9 17 -12 26 14 -14 16 -15 18 19 20 22 -22 23 -1 28 -26 27 -13 -25 -8
right_child=1 7 3 -5 -6 -7 29 9 -10 -11 11 12 13 15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=-0.00098344515311341984 0.00029278238911790647 0.00025391653271009644 -0.0028187839360360985 -8.5672663305219702e-06 0.0012793614429495357 -0.0024198256172141283 0.00022691121791643004 0.0023100077803133467 -0.0024250649428273594 4.754381834712905e-05 -0.0023948555042702328 -0.0026941128878211124 -0.00014384003740825743 -0.0021893714619540274 -0.0023662979839461189 0.00093202227788056601 0.0022830550399031164 -0.00069924695774645728 -0.00089845964899406454 0.0013201472757680298 -0.0021673963842540286 -6.0542633676618825e-05 0.0015149422132364275 0.00065826130896213815 0.0015095845174246277 -5.6093368648242331e-05 0.0012119562428562442 0.0010273418677674744 -0.002551293509541678 -0.00026086530448339926
leaf_weight=2.7109799300087678 1.0621365970000622 2.7684761765412977 1.9795448584482076 1.6185964243486521 1.7528558410704134 1.0363684128969906 271.30054335866589 0.67732601333409448 1.8486432577483354 63.267445518300519 1.5842328772705538 1.1035730084404378 2.8728211484849435 1.2709917939500881 3.8694890718907118 3.4416393842548132 0.35638871788978566 5.4473294531926504 3.2023074850440016 6.1610514037311068 1.8292214027023863 8.6672132445673906 3.4138814657926551 0.77923642529640147 4.140098188072443 2.9959375904873013 4.1128587797284126 1.995830421335995 0.76881193742156029 14.596943592478054
leaf_count=199 15 33 33 13 12 27 1667 4 77 1464 85 73 27 93 79 20 1 42 19 31 72 85 10 31 16 33 12 15 37 308
internal_value=0.000116015 -6.25644e-05 -0.000744761 -0.00155463 1.18608e-05 -0.00104687 0.000155176 1.15587e-05 -0.000818718 7.15087e-05 -6.53146e-05 -0.000391263 -0.000224409 -0.000705333 -0.00141933 0.00024436 -0.00120993 0.000102127 0.000228043 0.000342686 0.000104705 -0.000427706 0.000482072 0.000172632 0.000533534 0.000852263 0.000563187 -0.000297719 -0.00093571 0.000202007
internal_weight=422.633 76.0114 7.4495 3.59814 3.85136 2.09851 346.621 68.5619 4.61712 63.9448 60.7239 20.6078 19.0236 11.8113 6.74231 5.06902 1.62738 40.1161 34.6687 31.4664 25.3054 10.4964 14.8089 11.3951 8.68408 7.13604 7.21226 3.0994 1.54805 285.897
internal_count=4633 1678 100 46 54 42 2955 1578 110 1468 980 405 320 220 106 114 94 575 533 514 483 157 326 316 117 49 100 88 68 1975
is_linear=0
shrinkage=0.00196078


Tree=663
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 2 2 1 2 2 0 0 1 0 2 1 2 1 2 0 1 1 2 2 0 2 0 2 1 2
split_gain=0.707741 0.964225 0.890706 1.10104 1.87661 1.55393 2.06046 1.20943 1.51505 0.883821 0.771233 2.49362 1.44737 1.71748 1.43511 2.06516 1.64498 1.03805 1.55605 1.97188 3.17358 1.81692 2.46695 2.06395 1.75988 3.30616 3.05705 1.14023 0.989258 0.973899
threshold=0.54504356155000011 0.54353163080000011 0.43540612555000008 41.362929270750008 41.087689990200012 41.935569238650011 42.081757894750005 0.40437412050000004 38.396531328800009 49.960114208400007 0.47673722340000008 0.47642286160000008 0.3447651268000001 0.47396784530000008 43.968221017800005 0.34548366815000003 42.206017975500011 0.38906020780000011 34.515670600900002 0.52252926560000013 0.39019789825000006 0.39048232090000007 40.300545846000013 42.686561923500008 0.52432561900000019 39.065416244600009 0.5261668812000001 36.377496227400009 0.3584174126500001 50.189067467950004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 7 -5 -7 -2 -9 -8 11 12 13 -1 15 -14 -17 -12 -19 20 -20 -22 -23 -24 25 -21 -26 -28 -16 -30
right_child=2 -3 -4 5 -6 6 9 8 -10 -11 17 -13 14 -15 28 16 -18 18 19 24 21 22 23 -25 26 -27 27 -29 29 -31
leaf_value=-3.4135785489833487e-05 0.00092497501916186619 0.00071125081262268081 7.250597715646929e-05 -0.0029404180894183913 0.0014851525524648495 0.0015496182417521433 -0.0020882793482137718 -0.0022210437821345089 -0.00033535391889693238 0.00019664060804554988 0.0002401758711901797 -0.0026654009215131952 -0.0021964523436997338 0.0010501330274362603 0.0018750339525934561 0.00035185311476684501 -0.0023727852555729132 0.0015615318417939652 -0.0028671386454983991 -0.0007882436528459174 0.0014802962714821504 -0.0036471100312388039 0.0013759844004852437 -0.0021116251474468202 -0.0023067291882722099 0.0015467860058804533 -0.0016220208143210028 4.3989213182924068e-05 -0.0021333360366596037 0.0021579680986081808
leaf_weight=29.64198944682721 2.1319862976670292 11.016670612618325 58.664651151017097 1.3239758871495713 2.2806466072797766 1.2228540182113645 2.11037362262141 1.895653117680921 9.2940575778484327 0.88914821483194817 207.49647054960951 1.3524416214786459 3.2901109621161577 6.6007062420248976 1.2284420803189271 3.8544508013874292 1.039725315000396 2.1975614558905354 2.3409944735467425 3.3637895891442877 1.669813025742769 0.92688019480556283 1.5903237694874408 1.0352313187904654 2.2428163323784238 6.7118249368504621 1.5694461409002531 46.387366623996058 0.61741275526583184 0.28594157099723816
leaf_count=521 8 56 1444 14 6 5 80 79 66 28 1175 37 153 30 4 73 39 12 20 20 6 18 8 57 75 52 26 458 62 1
internal_value=0.00011332 0.000151925 -4.94246e-05 -0.000387649 -0.000126134 -0.00112331 -0.000553539 -0.000401983 -0.000654809 -0.00141096 0.000132992 -9.22367e-05 -1.74913e-05 0.000163337 -0.000652781 -0.00101871 -0.000226973 0.000171873 -3.04871e-05 -8.2059e-05 -0.00100728 -0.00017356 -0.000950952 8.53234e-07 3.40367e-05 0.000767226 -0.000113122 -1.0533e-05 0.000752077 -0.000774996
internal_weight=416.274 336.46 79.8133 21.1487 15.6023 5.54635 4.22238 13.3217 11.1897 2.99952 325.444 47.9112 46.5588 36.2427 10.3161 8.18429 4.89418 277.533 70.036 67.8385 7.56324 5.22225 3.55244 2.62556 60.2752 10.0756 50.1996 47.9568 2.1318 0.903354
internal_count=4633 2903 1730 286 159 127 113 153 145 108 2847 920 883 551 332 265 112 1927 752 740 109 89 83 65 631 72 559 484 67 63
is_linear=0
shrinkage=0.00192234


Tree=664
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 1 0 2 1 1 2 0 1 0 0 2 0 0 0 0 0 1 2 2 1 2 0 2
split_gain=0.668108 2.01129 1.51276 4.58983 2.31274 1.22951 1.14045 1.94963 2.8866 1.4845 1.91338 1.68747 1.59741 4.16525 2.08227 1.84038 1.28737 2.18075 1.27131 1.84659 2.04066 2.57892 2.12073 0.953762 1.65332 1.38788 2.42168 1.16878 1.15612 1.33713
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.36476452800000009 0.36510882910000009 0.34515433670000012 0.34503457980000002 0.47787491390000009 40.250747516500006 0.34569324270000007 0.35331277505000008 41.319407281650008 0.48185683060000012 0.34569324270000007 0.48458129995000004 0.47721625100000004 41.741384785950011 0.48634771415000005 0.48185683060000012 0.47976108500000009 0.47943175355000006 0.47847369840000004 0.32467590790000006 39.476991512000005 40.542362378300005 0.3447651268000001 35.771221912400001 0.47736594710000008 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 6 -4 -6 7 18 16 10 -8 -12 15 14 -14 -11 17 -9 19 20 21 22 23 24 27 28 -27 -1 29 -25
right_child=-2 -3 4 -5 5 -7 9 8 -10 12 11 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.00058314006340854133 7.1700907580724534e-06 0.0012128769491188858 -0.0012612700205049683 0.0019119230377971407 0.0012337646010845455 3.0325129948944243e-05 0.00048094844565198166 -0.0041767586860627899 -0.0028199710581885066 0.00061860685007598698 -0.0020897620614065021 9.8214812226348738e-06 0.00014132338165620011 -0.00095306693190731707 0.0016303995941070151 0.0019206174503312123 0.0016768399157563172 0.0010763683262958862 -0.0013090421554482125 0.0012287529326948604 -0.0018318201992538637 0.0017023178426962369 -0.0017145546042518819 0.00025393176014764187 0.0014529132989171073 -0.002422803740724734 0.00023913785437672358 -0.0024855392195572887 0.0012835335984375626 -0.0015454384373016338
leaf_weight=1.1275408779038212 154.48199121083599 6.9147577629773869 5.2942719508428118 6.5033834632486096 3.3421476781368247 139.47274644378558 7.4358698512369283 0.52798700233688511 2.2437516190111637 17.829882197082046 2.8753866702318192 3.014838904782664 8.0072334744036215 7.9280411005020133 6.5752106159925452 5.4495903737843028 1.2272635549306867 0.7156466618180275 2.2642317265272132 5.752723976969718 2.1275183334946624 3.6503330469131461 2.6624405197799197 8.7497213532624318 4.3818141467636451 2.3661421891301861 2.9547725096344948 0.82731821574270714 3.123012736439704 1.9398016184568394
leaf_count=35 2058 36 56 46 14 1592 36 64 17 80 26 32 39 41 36 35 3 2 13 19 11 11 27 125 55 37 11 49 10 17
internal_value=0.000109822 0.000169151 0.000141432 0.000313102 1.13122e-05 5.8488e-05 0.000214786 -1.44464e-05 -0.00120992 0.000395648 -0.000180322 -0.00101512 0.000563271 0.000190839 0.000812746 0.0009234 0.000252115 -0.00115386 0.000119983 0.000201561 2.7303e-05 0.000151751 -4.94424e-05 0.000124615 0.000783941 -9.37426e-05 -0.000944593 -0.000715559 0.000234025 -7.25956e-05
internal_weight=421.767 267.285 260.371 112.261 148.109 142.815 105.758 46.642 4.71465 59.1161 13.3261 5.89023 45.79 22.5105 14.5824 23.2795 2.4709 1.24363 41.9274 39.6631 33.9104 31.7829 28.1326 25.4701 6.33667 19.1335 5.32091 1.95486 13.8125 10.6895
internal_count=4633 2575 2539 877 1662 1606 831 506 86 325 94 58 231 116 75 115 69 66 420 407 388 377 366 339 139 200 48 84 152 142
is_linear=0
shrinkage=0.00196078


Tree=665
num_leaves=31
num_cat=0
split_feature=2 0 2 0 0 1 2 0 2 0 2 2 2 1 1 2 0 0 0 0 0 0 1 1 0 2 2 2 2 2
split_gain=0.174391 0.927152 0.579325 0.337051 0.562776 0.299025 1.16774 1.14099 1.06216 0.388956 0.580922 0.310174 0.510219 0.39267 0.396533 0.303413 0.271071 0.236914 0.776611 0.511016 0.209185 0.94365 0.892696 2.31031 1.48197 1.88389 0.875938 1.20681 1.12074 0.946838
threshold=49.247968080500009 0.39672464895000009 49.292797572200008 0.66718062335000017 0.61686775845000008 0.31100865245000009 49.064150740050003 0.39614083410000006 44.952171034750002 0.39672464895000009 48.553014326500012 48.823707093150006 48.96897326980001 0.4995808509000001 0.50491003265000012 45.044778924400006 0.39950899675000007 0.61047573425000012 0.58035687555000015 0.5796383342000001 0.56579144335000009 0.56345618395000019 0.43837010870000009 0.44844465735000011 0.57559653900000007 40.94178426300001 44.578137159850009 44.749265482150008 48.393869453650005 43.895345911700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 -3 4 17 6 7 8 -1 10 -7 13 -13 20 -15 -16 -9 18 19 -4 21 26 -22 24 -24 -26 29 -28 -29 -11
right_child=1 2 3 -5 -6 9 -8 16 -10 11 -12 12 -14 14 15 -17 -18 -19 -20 -21 22 -23 23 -25 25 -27 27 28 -30 -31
leaf_value=-0.069202675215037382 -0.074304360271622738 0.062697833826238544 -0.0078007506303431869 0.046557067049398042 -0.074751438226207279 0.013179092331008783 0.099360423129943573 -0.08826854860332721 0.065213520561353294 0.00049484978426949278 -0.049566391054944217 0.029536980359417472 -0.0074868116725536225 -0.073032140527237874 -0.066329094515265058 0.0076673545536196539 -0.017591912246324972 0.043052953931446793 -0.079577867527937732 0.06003247165230504 0.027733536292004288 -0.034848064590571597 -0.087840047761332474 0.0091959162005046096 0.068743508365372338 -0.075403435695169274 -0.087928970553636868 -0.004858756570529167 -0.086753238695526869 0.018952594939080282
leaf_weight=0.32686269183614047 0.84858892019837995 0.56668633222579945 3.6891635435895296 0.47369043715298165 0.55111537210177619 1.0709285269695095 0.65584152936935414 0.52085996838286508 1.1788100730627773 289.46310742545029 1.6048581898212431 4.068391563370823 2.6926325804088265 0.60956672101201448 0.31193399603489513 1.0639819531352257 0.43227153742918745 0.41689260536804784 0.59197431069333095 0.55634545907378186 6.4315126176225048 3.3077726219780734 1.9390583805507078 18.244672679527866 0.80702370785002109 0.77242928370833397 0.96053737914189596 10.072362090926614 0.78404827043414194 12.625612573814577
leaf_count=132 18 4 153 40 29 51 1 11 13 2381 10 26 24 48 447 45 34 18 62 6 73 46 35 463 28 17 27 295 10 86
internal_value=0.000574076 -0.00925418 -0.0011908 -0.00695665 -0.011323 0.000784172 0.0211386 0.000274339 0.0360334 0.000606506 -0.0244538 0.000795847 0.014792 0.000523452 -0.0287337 -0.00910839 -0.0562147 -0.00467021 -0.00878298 0.00108834 0.000691629 0.000207565 0.00613775 -0.000244297 -0.049195 -0.00175135 0.000576963 -0.0170448 -0.0107732 0.00126628
internal_weight=367.64 7.69446 6.84587 6.27918 5.80549 359.945 3.11465 2.4588 1.50567 356.83 2.67579 354.155 6.76102 347.394 1.98548 1.37592 0.953132 5.25438 4.83748 4.24551 345.408 317.213 28.1947 21.7632 3.51851 1.57945 313.906 11.8169 10.8564 302.089
internal_count=4633 330 312 308 268 4303 191 190 145 4112 61 4051 50 4001 540 492 45 239 221 159 3461 2845 616 543 80 45 2799 332 305 2467
is_linear=0
shrinkage=0.0659776


Tree=666
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 0 2 1 2 2 0 1 2 2 1 1 2 0 1 1 2 2 2 1 1 1 0 0 0
split_gain=1.03838 1.81975 1.35737 4.29386 1.84044 1.15521 3.27072 2.5155 3.73809 1.72353 1.73518 2.98275 1.6381 1.06413 2.65064 1.18566 2.43456 2.89929 1.00966 1.55706 1.33389 1.27911 4.25948 1.31399 1.00408 0.91009 2.10987 2.51456 0.946871 2.32397
threshold=42.154118731400011 42.027798546600003 0.3584174126500001 0.49194634890000005 0.36476452800000009 0.48104847160000008 0.48389269780000005 42.686561923500008 0.34479506600000004 42.720329370750001 43.477771593600004 0.47880302985000006 0.3447651268000001 43.61821939175001 43.895345911700005 0.34479506600000004 0.34575312120000007 44.749265482150008 0.57927906350000014 0.47447681205000009 0.47941678395000004 41.559097512700014 41.835830569250014 41.641174900500005 0.34584293880000011 0.34524415440000006 0.34566330350000002 0.48911709230000006 0.52507409960000018 0.53146612375000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 24 8 -2 -9 11 12 -11 -12 -15 -16 -17 -18 21 -20 -21 -6 23 -23 -7 -8 -27 -28 -29 -30
right_child=5 -3 4 -5 18 6 25 9 -10 10 13 -13 -14 14 15 16 17 -19 19 20 -22 22 -24 -25 -26 26 27 28 29 -31
leaf_value=0.00023643321451203333 0.00087442748386075929 0.00096472971411208424 -0.0010568269801667371 0.0018702569754482313 0.00017097277132161932 0.00052149210067610116 -0.0011685675121715668 0.0019173012056355688 -0.001912717719730142 -0.00021877334011918495 0.0013512135590424492 0.00040223252828847474 -0.0023464423470146191 -0.0022297928351906449 -0.00019590661742394002 0.0014423458144038944 -0.0026558416663871615 0.00069714720968989301 -0.0020261539556154285 0.0016993367246470137 -0.00092340438944745287 -0.00073499199757792624 0.00075288495613191442 -0.0027274889381381836 0.0015934385761615536 0.0016492334731987297 -0.0016955760424869184 0.00034078577478896619 -0.0012442560191336571 2.7501636803014088e-05
leaf_weight=103.64272532926407 2.4376108040451054 11.046774393209487 5.365010834299027 6.305908700451254 129.21603289170889 6.954121505841611 2.4534109570085993 1.6051757782697667 6.5738780107349157 1.9814345292979831 2.4372929382079773 4.5509468242526054 4.1125725297024474 1.7955952914198885 12.896888405084612 6.206635005772112 1.4470809921622274 2.7910538520663977 2.0873555814468991 1.2052690195268954 1.7673755128180344 2.2756372550502402 4.7013724306598306 2.644308727234602 6.0282773245126009 2.8362666368484488 3.2452875532908356 24.982664564275183 5.9577093815605613 48.827495940815425
leaf_count=831 31 70 56 46 923 32 15 4 83 49 23 16 98 27 166 22 18 69 180 14 408 15 35 31 67 7 37 234 204 822
internal_value=0.000129415 0.000200621 0.000168057 0.000330138 4.86665e-05 1.2243e-06 0.000118319 -0.000241627 -0.00115879 -3.40912e-05 -0.000116047 -0.000775284 -0.00165464 0.000138446 2.08567e-05 0.000193992 0.000675426 -0.000447707 8.98833e-05 -0.000753587 0.000139995 0.000120624 -0.000555569 -0.00180589 0.00101924 -1.41364e-05 1.8855e-05 -3.68493e-05 3.06346e-05 -0.000110798
internal_weight=420.379 270.258 259.211 109.949 149.262 150.121 101.285 48.8362 9.01149 39.8247 38.2195 10.645 6.09401 27.5745 25.1373 23.3417 10.4448 4.23813 143.897 5.06 2.97264 138.837 9.62132 4.91995 12.9824 88.3028 85.8494 83.0132 79.7679 54.7852
internal_count=4633 2609 2539 877 1662 2024 1418 606 114 492 488 163 147 325 302 275 109 87 1606 602 422 1004 81 46 99 1319 1304 1297 1260 1026
is_linear=0
shrinkage=0.00192234


Tree=667
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 0 0 2 2 2 2 0 0 2 2 1 1 0 2 1 1 1 2 0 2 2 2 2 2 2
split_gain=0.182486 0.357108 0.395622 0.279164 0.614623 0.165751 0.689086 0.972401 1.45763 0.876849 0.692574 0.515313 0.769395 0.683047 1.27752 0.500938 1.84506 1.43779 0.744866 1.41324 2.05389 1.93891 1.30154 1.76467 1.32739 1.15161 1.57554 0.890837 2.31867 0.887237
threshold=0.50634711535000021 0.51869704500000013 0.5225142959500001 0.57854555250000017 0.58454836680000011 0.47880302985000006 0.47787491390000009 40.518963363600001 41.257948413050009 41.529896397300007 42.243697547450004 0.47721625100000004 0.47709649410000005 42.081757894750005 44.202975721700007 0.35585760905000008 0.35696536035000009 0.49820364660000011 41.257948413050009 0.34569324270000007 0.34545372890000009 0.3459626957000001 42.844429421150004 0.48185683060000012 43.219899330700009 40.94178426300001 40.574766824850009 43.219899330700009 42.409092016550012 41.741384785950011
decision_type=2 2 2 2 2 2 2 2 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 11 -8 -9 -10 -11 12 -1 -13 -15 17 -17 18 25 20 22 29 23 -20 -24 26 -7 28 -23 -21
right_child=1 2 3 4 -6 15 7 8 9 10 -12 13 -14 14 -16 16 -18 -19 19 21 -22 27 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.00075144532532298936 -0.068352066153337762 0.052290963762618395 -0.061357527047739079 0.04622863391030136 -0.064751116496923569 0.012016589282349917 0.002574647944345196 -0.083997599298273481 0.016363827615181764 -0.0051857250819896689 -0.067163895527765832 0.02060195853369708 -0.034166044266057211 -0.029073305472000262 0.021592632448132854 -0.063975769226559995 8.7394230893383904e-05 0.038201281733064793 -0.041543738490859031 0.00074552602578634511 -0.038936914133407989 0.0091596594876086936 0.03769285316843838 0.0034583533098680643 -0.0076014686720837065 0.031136596806850783 -0.028473149932423104 0.018806334679669221 -0.039884115189857725 0.036856739808695173
leaf_weight=47.033622625247517 0.39738586020030098 0.3375021666579413 0.40293279344996313 0.43269703956320882 0.3029816400380696 17.465687714517124 5.5478761345148069 1.4631445109844206 1.8378205001354215 1.2293857112526896 1.3517881780862806 9.1108373552560824 2.5966024883091441 3.6072234287858 3.5029347389936447 1.6189161892980326 192.38023610056371 4.4041531048715106 4.9580908715725007 3.353123530745509 6.7361199948936692 8.3141126260161418 4.7969756498932821 8.3553120642900449 4.457404213026166 7.5607722476124755 4.2711010724306098 4.7270487397909156 5.8748424276709548 8.8222285062074643
leaf_count=963 153 14 259 13 115 86 29 24 6 9 33 33 17 25 16 13 2357 43 33 14 50 48 21 39 21 46 21 19 32 81
internal_value=0.000533626 -0.018069 -0.00453221 -0.0213755 0.000522774 0.000629012 -0.00182843 -0.0153727 -0.0323001 -0.0151828 -0.0376444 0.00052248 -0.00249966 0.00976911 -0.00411191 0.00128822 -0.000447211 0.00486614 0.0032293 -0.000563594 -0.00997945 0.00831094 -0.00133611 -0.013301 0.0158767 0.0110481 0.00406069 -0.00366145 -0.0111466 0.0269116
internal_weight=367.251 1.8735 1.47611 1.13861 0.735679 365.377 77.2812 11.43 5.88214 4.41899 2.58117 65.8512 49.6302 16.221 7.11016 288.096 193.999 94.097 89.6928 60.3953 29.3039 31.0914 22.5678 13.3134 9.25438 29.2976 21.7368 18.916 14.189 12.1754
internal_count=4633 554 401 387 128 4079 1155 101 72 48 42 1054 980 74 41 2924 2370 554 511 358 164 194 114 72 42 153 107 99 80 95
is_linear=0
shrinkage=0.0597579


Tree=668
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 0 0 0 0 2 0 2 2 2 0 1 0 2 0 2 1 1 1 0 2 1 0 2 2 1
split_gain=0.812064 2.53112 2.09495 2.52839 1.78108 4.26884 1.54365 2.56541 2.00416 1.21773 0.94012 1.67008 1.27677 1.38748 1.39049 1.18605 0.936506 3.10632 2.45137 2.14114 1.6341 2.07423 2.54777 2.31534 1.83341 1.50314 1.65363 1.39339 2.72598 0.839321
threshold=42.783136484500005 42.982930821650008 42.684965421050009 0.48368312325000012 42.620627117000005 0.49588335680000006 0.48001556840000009 0.48149755995000004 0.50386215985000016 42.720329370750001 0.57670429030000014 40.722669576350008 40.858951393400005 42.498713093000006 0.58887458460000019 0.49146732130000009 0.47774018740000007 43.564719632750005 0.47787491390000009 43.067541470150012 0.34503457980000002 0.34566330350000002 0.34626208795000007 0.47976108500000009 43.118479346150004 0.36551300860000008 0.50291907430000016 44.131787411600008 44.749265482150008 0.49284452560000008
decision_type=2 2 2 2 2 2 2 2 2 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 9 10 -6 -2 -8 -9 -4 -1 15 -13 14 -14 -12 17 19 -18 -3 -20 -22 -23 -24 -25 -26 -27 -19 -29 -17
right_child=1 16 3 -5 5 -7 7 8 -10 -11 11 12 13 -15 -16 29 18 27 20 -21 21 22 23 24 25 26 -28 28 -30 -31
leaf_value=0.00017216546026861855 -0.002883174325321826 0.0011142720576434631 0.0020458544865251463 -0.00052271907910786083 -0.0027916136311456861 0.00079354956405250929 0.00094219988910911945 -0.0029200351718909616 -0.00025067823492280755 0.00048223644238275275 -0.0020938898081774436 0.0021288460700062523 0.00024672384134899857 0.0023065409053787435 -0.0022111183943971432 0.0017290572346134725 0.002143336388967975 0.0011325684359995555 -0.001611088402867628 -0.0025621503083956801 0.0010363469006838975 -0.0016802237825164234 0.002278527610109177 -0.0014582172343060827 0.00085607607069728352 -0.0024675371288620206 3.8652132258665583e-05 -0.0025239410910350949 5.6857987877334454e-05 -0.0019900556817476402
leaf_weight=293.83092393174593 1.4905492258258144 0.75124313565902712 5.7554984092712385 3.1677663773298255 2.5765552691882467 2.5313779306015931 2.4120205417275429 2.1566286385059357 2.1689226680900902 2.8696994598722085 2.8522087422315949 1.0955520417774094 2.2710554642544598 0.69530674617271859 1.4499483918771146 0.64292001887224592 2.328654631972312 3.6180764682940234 2.0852744430303565 3.2177756164746825 8.8774879500269872 3.2025004029273978 1.8433325514197338 2.9546927700866936 9.0686306878924352 1.0362232011975709 43.678174446627963 1.7521242010407174 15.437124518794006 0.36616910768134403
leaf_count=2185 32 11 60 27 28 26 7 20 33 21 227 10 29 10 148 6 6 54 14 95 38 18 5 32 41 39 925 33 195 258
internal_value=0.000114727 -3.22277e-05 0.000164345 0.000975406 0.000133322 -0.00101489 -0.00107753 -0.000678067 -0.00158156 0.00152562 0.000152665 -0.000458643 0.000234101 -0.000235928 -0.000711014 -0.00144751 5.39091e-05 -0.000276641 0.000162998 -0.00186629 9.96058e-05 0.00015009 2.27464e-05 0.000115844 4.55815e-05 0.000128196 -1.9427e-05 2.65861e-05 -0.000206206 0.000379499
internal_weight=428.184 108.079 320.105 11.793 308.312 5.10793 8.22812 6.73757 4.32555 8.6252 303.204 9.37316 5.51186 4.41631 3.721 3.8613 99.8513 24.7763 75.075 3.96902 72.7463 70.661 61.7836 58.5811 56.7377 53.783 44.7144 20.8073 17.1892 1.00909
internal_count=4633 1598 3035 108 2927 54 92 60 53 81 2873 688 197 187 177 491 1506 388 1118 106 1112 1098 1060 1042 1037 1005 964 282 228 264
is_linear=0
shrinkage=0.00196078


Tree=669
num_leaves=31
num_cat=0
split_feature=0 0 0 0 1 1 1 1 2 0 2 2 0 2 2 2 1 2 0 1 0 0 2 2 0 0 1 0 2 0
split_gain=0.186462 0.437059 0.157461 0.768058 2.77902 0.664276 2.05614 1.23266 0.775125 1.85434 1.44141 0.818924 0.653947 0.428234 2.10264 1.16383 1.05494 3.19603 0.961149 1.69024 0.978331 1.22536 0.895073 2.80254 1.93673 1.45276 1.38545 1.16078 1.12726 1.82192
threshold=0.39587138110000003 0.3733870243500001 0.54504356155000011 0.54353163080000011 0.41917906650000009 0.41917906650000009 0.40437412050000004 0.39670967935000007 38.396531328800009 0.55877069550000014 38.474425342400004 37.995872310650007 0.5641597557000001 40.806664626150003 40.636252116050009 40.890797847750008 0.42307116555000007 41.087689990200012 0.5485614203000001 0.42991227810000004 0.55688452445000014 0.56065686655000013 41.772405911750006 41.243661560350013 0.55688452445000014 0.56300709560000006 0.46280051495000007 0.5619592227500001 42.546237522150008 0.57299182660000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -10 12 -11 14 18 -15 -17 -18 -12 -20 -21 -22 23 -19 -24 -26 -25 -28 29 -27
right_child=2 -3 5 4 -6 8 -8 -9 10 11 13 -13 -14 15 -16 16 17 22 19 20 21 -23 24 26 25 28 27 -29 -30 -31
leaf_value=0.0091962354648876879 0.00076588078502340287 -0.080521619071353773 -0.026075370865804994 -0.032401320520791706 0.046551205184429983 -0.10244510934811825 -0.084684491973924025 0.067863570618754809 0.080719653144215059 0.037348328165196294 0.04044566076439729 -0.07797264816290056 -0.021022541112433454 0.041469461324954902 -0.08122265596513753 0.045202997941403998 -0.11311857516299265 0.027026131736775361 -0.085951357157554142 -0.06454171597825667 0.08079056587608667 -0.0010911167186651049 0.05023804033852669 -0.10714724715410119 -0.057676945769200537 0.069603957197256705 0.084323268362903089 -0.077966543423683976 -0.0054194019263467414 -0.0081375995175072598
leaf_weight=0.63837304897606262 285.588957997119 0.4565443495666841 1.8165627825073891 3.2557025889400375 6.648732203990221 1.2005709591903713 1.8726123551605267 1.0990756797255015 1.1168704627198156 1.8793619483476507 2.3682205751538303 0.63259885084698897 1.8842485317750286 3.7487360428785896 1.7673666922419204 2.4275504138786337 1.2358551001889271 2.6397403063456286 1.2355643808841694 1.0425051487982262 0.98806750774383445 9.6101470559988211 4.2204936177004155 1.9056592397391798 2.0411411346867707 2.9189010709524181 0.41415873169898976 0.45167779052280821 16.387681082414929 2.9932357695361134
leaf_count=18 2659 170 40 23 33 40 64 21 7 15 7 33 356 27 27 20 31 19 16 17 3 212 24 20 20 10 1 57 544 99
internal_value=0.000637278 -0.0282131 0.00072373 0.00143064 0.0205986 -0.0022647 -0.0274341 0.00933574 -0.000413726 -0.025325 0.00192899 -0.00426414 0.008125 0.000422069 -0.00892957 0.0042662 0.000560582 -0.00251741 -0.000548297 -0.00808795 0.000176593 0.00654268 0.00150602 -0.0246038 0.00645277 -0.00113919 -0.0737792 -0.000337868 0.00403581 0.0302444
internal_weight=366.487 1.09492 365.392 295.493 9.90443 69.8986 4.78825 2.91564 65.1104 5.59678 59.5136 4.39621 3.76361 58.3967 17.0119 41.3848 37.6361 35.2085 15.2445 12.8763 11.6407 10.5982 33.9727 5.41124 28.5615 24.341 2.7715 0.865837 22.2998 5.91214
internal_count=4633 188 4445 2715 56 1730 125 61 1605 444 1161 404 371 1154 282 872 845 825 255 248 232 215 794 97 697 673 78 58 653 109
is_linear=0
shrinkage=0.0700159


Tree=670
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 2 0 0 0 0 1 0 1 2 0 1 2 2 0 0 2 1 1 1 0 2 2 2 2 1
split_gain=0.158023 0.397402 0.14475 0.880274 0.825409 0.498544 0.297588 0.501941 0.262421 2.03246 0.862207 1.32597 0.894362 2.15008 1.48237 0.605756 1.61564 2.93876 0.590942 0.747213 0.573061 0.505374 1.62303 1.44743 1.06092 0.873223 1.81855 1.32478 1.2501 0.774304
threshold=0.39587138110000003 0.3733870243500001 49.247968080500009 0.39614083410000006 0.39672464895000009 49.292797572200008 0.66718062335000017 0.61686775845000008 0.47673722340000008 0.47642286160000008 0.3447651268000001 0.47396784530000008 0.34548366815000003 43.968221017800005 0.45995628875000011 0.3447651268000001 40.408647214050006 41.529896397300007 0.47709649410000005 0.47721625100000004 48.914776625700007 0.35585760905000008 0.35210023650000005 0.35696536035000009 0.48032993025000009 39.571921479100006 40.148327922700012 40.574766824850009 40.94178426300001 0.34524415440000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 7 -7 9 10 11 -5 13 -12 -14 16 -10 -18 -17 -20 21 22 25 -23 -25 -21 -27 -28 -29 -30
right_child=2 -3 4 8 5 6 -8 -9 15 -11 12 -13 14 -15 -16 18 17 -19 19 20 -22 23 -24 24 -26 26 27 28 29 -31
leaf_value=0.008438270075575835 0.054770117535295607 -0.081136753569233555 -0.07975684718700117 -0.004486592604289648 0.064296535589364573 -0.004907051515885056 0.048014258098342227 -0.080123160258175258 -0.052304793053918976 -0.099239485890083176 -0.080188139695668667 0.034068682347039789 -0.077470775938426648 0.061475385679560679 0.016318871935798954 0.023768668538153057 0.043743858668148068 -0.037694755204817472 -0.036575691059921728 0.030945491715543928 0.034304625243395608 -0.067794597119572447 0.048322644156004617 0.050574364287010537 -0.00069919907538902419 -0.042270856340650517 0.029635936713792374 -0.033565221950140542 -0.0096306731959592481 0.0074072568817935332
leaf_weight=0.63865136820822843 1.5388721302151669 0.41790714130183915 0.75919799879193206 19.512179305456815 0.54485218599438656 5.1660570875683334 0.46368065266869951 0.49594803887885053 3.8953754454851142 1.1348244305700053 2.6271969638401047 5.9327418319880953 1.0863631310203343 0.68992622941732396 4.1155392687069252 6.1874072384089223 4.4855045191943628 4.5548100005835295 2.6097268834710112 5.6374942511320105 2.7417612501885733 1.6263526119291771 4.3196629080921403 2.0813468247652045 185.21669175427678 4.5053640827536574 9.3775920905172807 4.9294306710362426 17.615790049545467 59.73845100402832
leaf_count=18 8 170 15 300 4 239 40 29 23 35 153 30 129 2 47 41 17 27 17 26 29 12 38 9 2585 25 56 26 93 390
internal_value=0.000587193 -0.0269919 0.000667335 0.000873144 -0.00919856 -0.00116807 -0.00699085 -0.0114954 0.000639259 -0.00522237 -0.00208102 0.00450296 -0.0217463 -0.0507236 -0.00326812 0.00128314 -0.0138552 0.00271239 0.00192187 0.00147188 0.00180532 0.00150332 0.00544694 -0.000711917 -0.000129422 0.00362767 0.00202624 0.00420355 0.0013051 0.00352723
internal_weight=364.647 1.05656 363.59 356.16 7.42974 6.67054 6.12569 5.66201 354.622 35.0988 33.9639 25.4449 8.51903 3.31712 5.2019 319.523 12.9357 9.04031 306.587 300.4 297.79 295.048 106.124 188.924 187.298 101.804 96.1666 91.6613 82.2837 77.3542
internal_count=4633 188 4445 4118 327 312 308 268 4110 696 661 330 331 155 176 3414 67 44 3347 3306 3289 3260 654 2606 2594 616 590 565 509 483
is_linear=0
shrinkage=0.0714163


Tree=671
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 2 0 2 2 0 1 2 2 0 2 2 1 1 0 2 2 0 0 2 1 1 1 0 2
split_gain=0.895237 2.93735 5.41209 3.84013 2.1312 1.29756 1.75028 3.06374 2.79313 2.5283 2.76512 2.45243 3.0192 2.4237 1.82129 1.17974 3.31436 4.13434 2.15848 4.15461 3.04503 2.4653 2.10201 2.28687 1.91742 1.86338 1.59792 1.62594 1.35527 2.74993
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.37323732825000006 0.48185683060000012 41.319407281650008 0.48368312325000012 43.157831852650006 42.670715716450012 0.48654231910000006 0.35986946500000005 35.771221912400001 42.546237522150008 0.48458129995000004 42.154118731400011 42.686561923500008 0.34479506600000004 0.34515433670000012 0.47976108500000009 40.21994457600001 39.571921479100006 0.47943175355000006 0.47847369840000004 42.720329370750001 0.3459626957000001 0.34569324270000007 0.34554354660000003 0.47774018740000007 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 2 5 -3 -2 15 11 13 9 10 -9 14 -13 -8 -7 18 17 -17 19 22 21 25 23 -1 -18 -20 27 -22 29 -26
right_child=4 3 -4 -5 -6 6 7 8 -10 -11 -12 12 -14 -15 -16 16 24 -19 20 -21 26 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=6.8993436039054874e-05 -0.002601674307986647 0.0014823287227417902 -0.002660295260379527 -0.00086568659896950242 5.2089592579526378e-05 0.00043550284813842515 0.00014108182503652758 -0.0014393706314938782 0.00079007795006867632 -0.0018943173009920685 0.00027141382829850604 0.001248384096972891 -0.00076620733316997683 0.0018243423640097469 0.0015286717071016644 0.00092080617067200087 0.0020790421159765588 -0.00196709982784687 0.0015867158801578765 -0.0023613617524443258 0.00077211664860785665 -0.0018250549792037647 0.0013649050904210982 -0.001772470246545063 -0.0015050873873468703 -0.0008260256535209821 0.0014033573601130995 -0.00059489531022462487 0.00043503577554891086 4.0116112230008578e-05
leaf_weight=28.825762089138156 1.1703981272876252 13.295101236552002 2.5945020255167028 3.3534169169142833 196.92978609571219 10.117753110826017 7.2960655093193036 5.2203124985098937 7.56870462745428 4.5409463196992865 11.940673656761644 4.5762564837932569 7.6265133619308472 5.9879193678498268 13.922732584178446 2.6078263585222867 1.7615633755922306 7.0808578319847584 2.4243304383417108 2.9010057970881453 16.159788121934987 3.3164759795181453 4.2964348271489134 2.8491094764322034 5.5717061719333314 2.4994657727074809 11.497606591321526 4.2184350043535224 16.535218205302954 21.572248964919709
leaf_count=424 17 63 22 40 2713 39 26 32 28 31 53 21 43 63 85 31 4 87 12 16 79 22 14 30 145 49 64 19 80 281
internal_value=0.000133235 0.000215855 0.000154554 0.00100938 3.64109e-05 0.000188854 0.000388553 0.000118862 -0.000235568 -0.000593269 -0.000249001 0.000705208 -1.06996e-05 0.000899832 0.0010686 7.15256e-05 -0.000148599 -0.00118979 0.00022516 -0.000104117 0.000544228 -0.000518266 7.79247e-05 -9.66436e-05 7.33981e-05 0.000361936 0.000818895 0.000489136 -7.48866e-06 -0.00027706
internal_weight=430.259 232.159 215.51 16.6485 198.1 212.916 78.7979 42.5546 29.2706 21.7019 17.161 36.2433 12.2028 13.284 24.0405 134.118 55.1294 9.68868 78.9884 38.8723 40.1161 8.24027 35.9713 31.6749 45.4407 4.9238 31.8758 20.3782 43.6792 27.144
internal_count=4633 1903 1800 103 2730 1778 421 233 144 116 85 188 64 89 124 1357 628 118 729 484 245 83 468 454 510 61 162 98 506 426
is_linear=0
shrinkage=0.00196078


Tree=672
num_leaves=31
num_cat=0
split_feature=0 1 1 1 2 2 2 2 1 0 1 1 0 2 2 0 2 2 0 0 1 1 1 2 0 2 1 0 0 0
split_gain=0.753817 2.06507 2.52093 2.27637 1.59225 1.88773 3.30425 1.49341 1.46483 1.34338 1.96356 1.33303 2.41778 1.60704 2.0533 1.28179 1.90902 1.59872 2.00281 1.83541 1.22043 2.73287 1.21355 1.12156 1.77597 1.5954 0.997596 1.25828 3.68518 1.07904
threshold=0.52324780695000006 0.39995808510000008 0.39563186730000005 0.39431454150000006 36.558960102350007 43.61821939175001 43.663128814500006 49.960114208400007 0.39170982905000007 0.52769378160000013 0.38976377950000002 0.39078171310000004 0.52252926560000013 40.300545846000013 42.686561923500008 0.54504356155000011 39.571921479100006 44.279556297950009 0.53312775065000018 0.53146612375000013 0.41917906650000009 0.40437412050000004 0.42039160505000012 38.396531328800009 0.55877069550000014 38.474425342400004 0.38906020780000011 0.5195503128500002 0.51657136015000005 0.47880302985000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 8 -4 -6 -7 -8 9 10 -2 12 26 -13 -15 16 22 -18 19 -19 21 -17 -3 24 -22 -25 27 28 29 -1
right_child=1 15 4 -5 5 6 7 -9 -10 -11 -12 13 -14 14 -16 20 17 18 -20 -21 23 -23 -24 25 -26 -27 -28 -29 -30 -31
leaf_value=1.824926976203067e-05 0.00024618570981421435 -0.00074210983406894143 0.00051226977318521625 0.00090139198404975821 -0.0022264829089642343 0.0030312187277073441 -0.0022682147628137472 0.00096686704185433591 -0.0014671516535727297 0.00043810837947796667 -0.001659876338067809 -0.0025285015203168346 0.0013423069323338535 0.0012450111617566221 -0.0020169986825060442 0.0018370648557963257 0.00071937738263950222 -0.0019289144711156325 -0.0023531095817307685 0.0012070515197462211 -0.0024798578682451787 -0.0021740687550257779 0.00056742091897545944 0.002165543397254388 -0.00021001802451776607 5.4987423696542451e-05 -0.00065511755362906098 0.0010110086782775442 -0.001986460293681751 0.0002730654530571342
leaf_weight=90.735334446188062 3.7458953605964833 7.3693603137508017 1.581512115895747 6.0876217372715464 4.9850969472900015 0.73446560837328467 1.8624617401510479 0.65971084497869004 3.56112654833123 6.9758065063506365 3.6362644284963608 1.3496326408348966 6.0199192408472291 1.6398575697094204 1.1011452745005952 0.77496985439211075 30.940794218331575 0.88052695267833714 1.33851405326277 2.3053129762411118 1.4747824745718379 2.3036261342931539 3.5942487353459001 1.2443022460211057 5.8243031908095872 70.559298205698724 5.053750228136777 5.985739165917038 2.7166458507999769 151.39969611912966
leaf_count=1148 29 51 13 33 105 2 101 8 97 38 29 27 24 11 64 13 123 79 19 8 40 64 19 7 404 1154 30 31 23 839
internal_value=0.000107971 8.79388e-06 -0.000397403 -7.47617e-05 -0.0011859 -0.00151176 -0.000417696 -0.00142203 -0.000406389 -0.000143294 -0.000692692 0.000168536 0.000184883 -0.000878083 -6.54387e-05 0.000115641 0.000361052 0.000569365 -0.000456529 0.000340309 -2.30048e-05 -0.00116435 -0.000312801 2.14153e-05 -0.00066864 9.15618e-05 0.000157654 0.000174029 0.000153568 0.000177578
internal_weight=428.442 162.44 33.83 24.0067 9.82325 8.24174 3.25664 2.52217 17.9191 14.358 7.38216 266.002 261.911 4.09064 2.741 128.61 46.4288 35.4651 4.52435 3.18584 82.1813 3.0786 10.9636 79.1027 7.29909 71.8036 255.891 250.837 244.852 242.135
internal_count=4633 2436 455 226 229 216 111 109 193 96 58 2197 2095 102 75 1981 299 229 106 87 1682 77 70 1605 444 1161 2071 2041 2010 1987
is_linear=0
shrinkage=0.00184769


Tree=673
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 1 2 2 2 1 1 1 0 2 0 2 1 0 2 1 1 2 2 0 1 0 2 2 2 1
split_gain=0.908054 2.41875 4.84832 1.0735 3.48786 1.22968 1.03635 2.63901 3.42086 2.22454 1.81663 1.69135 1.51342 1.28677 1.77099 1.18934 0.956126 1.0967 0.948524 1.66336 2.84866 2.143 4.53821 1.61535 1.33574 1.02675 0.867912 1.70726 1.40756 1.02781
threshold=0.3584174126500001 0.49194634890000005 42.055256506450007 0.47938684470000009 0.34900152690000003 0.35394149875000008 41.965446242000006 41.16018805045001 40.806664626150003 0.34518427590000006 0.34542378970000004 0.34515433670000012 0.4413939702500001 42.498713093000006 0.47500074850000013 48.96897326980001 0.34587287805000005 0.47736594710000008 39.571921479100006 0.34575312120000007 0.34545372890000009 41.489621506400006 42.844429421150004 0.48233585820000008 0.34515433670000012 0.48185683060000012 42.580420142950011 43.564719632750005 43.067541470150012 0.34007963835000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 6 7 8 -1 13 -11 12 -9 14 -8 26 17 -12 -5 20 21 24 23 -23 -20 -22 -15 28 -28 -29
right_child=-2 2 -4 4 -6 -7 9 11 -10 10 16 -13 -14 15 -16 -17 -18 -19 19 -21 25 22 -24 -25 -26 -27 27 29 -30 -31
leaf_value=-4.8689363258714805e-06 4.8784453665700024e-05 0.0019924095949695724 -0.00015614310450122939 0.0011573707658471982 -0.0014277013476561924 0.0014439780092110205 0.00030249348956665716 0.0013766732040328526 -0.0024372928749722602 -0.002484575049990635 -0.00089407689046233738 0.0012594743247354835 -0.00040975849679914466 0.0018825597188849386 -0.0027988103767722203 -0.00064929968569858677 -0.0014166843577063069 0.00093036461216949352 0.0004451535751527504 0.00071003911839462037 -0.00012749151739874267 -0.00032210195967925993 0.00090347790730548223 -0.0019683045361180746 0.0015227864666688996 -0.0011354792149887855 -6.3088368096129738e-05 0.00024183068735163989 -0.0024953394419265562 0.0014032594900053035
leaf_weight=29.121038587793013 224.9272710907353 8.3815180920064467 7.7917117392644277 5.8794289007782927 4.2217018604278556 2.2563048455631352 1.4469433969352423 2.5513767077354732 2.406579232600051 2.5018073157407335 2.7399741117842478 10.541126161813734 6.3887864090502262 1.4273914910154477 1.3860684707760809 5.1718538785353294 3.2110081766732037 2.3559248596429825 10.092236608266832 30.209664985537529 8.9884810447692853 5.6369688250124472 9.9500528853386623 3.8616884797811508 7.8712301775813094 6.8430505245923987 3.3085976793081526 8.1014945533825067 1.2643308109836651 4.5887329354882231
leaf_count=396 3020 50 42 22 28 23 30 31 41 58 38 35 37 7 21 43 36 17 37 175 39 28 38 24 36 41 42 129 53 16
internal_value=0.000134312 0.000230262 0.00095731 0.000166468 0.000313861 1.45521e-05 -2.18857e-05 0.000160041 -0.000190542 -0.000269322 -0.00101981 0.000727407 0.00010006 3.45422e-05 -0.00121484 0.000182872 -0.000578659 -5.06051e-05 0.000396164 0.000342535 0.00013402 0.000429053 -2.19554e-05 -0.000991367 0.000917351 -0.000563186 0.000413142 0.000291644 -0.000735561 0.000661798
internal_weight=425.424 200.497 16.1732 184.324 93.5545 90.7693 88.513 51.0089 31.5276 37.5041 10.8087 19.4813 8.94016 26.6954 2.83301 23.8624 8.30691 5.0959 89.3328 83.4534 53.2437 37.4122 19.4487 9.49866 17.9635 15.8315 18.6905 17.2632 4.57293 12.6902
internal_count=4633 1613 92 1521 468 1053 1030 540 437 490 149 103 68 341 51 290 91 55 440 418 243 163 90 52 73 80 247 240 95 145
is_linear=0
shrinkage=0.00196078


Tree=674
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 2 2 2 0 0 2 2 1 2 0 1 1 1 0 2 1 0 1 0 0 1 1 0 2 0
split_gain=0.163635 0.231127 0.303607 1.13483 0.556074 0.241283 0.326568 0.288991 1.12076 1.17774 3.49863 1.42481 1.10722 0.385223 1.02198 0.701263 0.670817 1.45491 0.344184 0.300538 0.531758 1.34485 0.22229 0.387129 0.421888 0.208716 0.198969 0.331905 0.49724 0.187803
threshold=32.724174661450007 35.119813570500007 0.36551300860000008 0.5116313883000001 0.54450465555000005 35.374259656300005 35.771221912400001 37.041406607950009 0.5296248615500001 0.50035927070000008 36.558960102350007 36.165040341950011 0.46187239905000005 37.765550062200006 0.52324780695000006 0.40272746325000003 0.42307116555000007 0.4529056016000001 0.5195503128500002 38.060777288450005 0.37407562650000009 0.52889135055000014 0.38045268105000002 0.51657136015000005 0.53017873715000008 0.31753540315000006 0.40437412050000004 0.56748300950000019 33.361153777850006 0.5485614203000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 -2 -4 -5 -3 -7 8 9 10 11 -8 -10 14 -9 -16 -17 -18 -11 20 -15 -22 25 -24 -25 -1 -6 -28 -29 -21
right_child=1 5 3 4 26 6 7 13 12 18 -12 -13 -14 19 15 16 17 -19 -20 29 21 -23 23 24 -26 -27 27 28 -30 -31
leaf_value=0.014595397933691277 0.023839464034290717 -0.021210331575760299 -0.056573012316571698 0.03520669703897495 0.010380757248611603 0.022421803722912251 -0.050450587434850334 0.030771333348909084 -0.076410964990128422 -0.0020613139395298939 -0.12483736793073601 0.062587892430008896 0.042488107200817686 0.01209401062228355 -0.045443535286752761 0.03611819796827577 -0.085853639908813062 0.020253692066752215 0.022755063136766156 0.0013514744671766928 -0.084836100886906685 0.0049699459964574252 -0.094678409925114435 0.053053601312896596 -0.067238621772362853 -0.071269229924540711 -0.07480806817561414 0.038688011120811168 -0.072033232261467392 -0.0027087658831506083
leaf_weight=0.15176516806241014 3.9898988946806622 2.0472256587781876 1.1093579363077877 2.4994297213852406 1.1130187809467318 2.742445554727964 0.74845601385459248 5.8413868853822333 1.5823667526710767 4.5263512730598432 1.1113223707070572 1.1186760533601043 0.39324348132504372 1.6813194467686106 1.4354538223706184 1.7224226426333187 0.79163183982018415 1.5127775745204415 4.4642084604129195 265.23516114394442 1.1662079249508681 1.5779088909112031 0.13753947801887989 0.46714665740728378 0.156541015574021 0.45565733395778807 0.38804462924599625 0.44657569132141361 0.25698054059193964 55.378765052577364
leaf_count=14 51 19 9 16 4 37 21 44 61 19 21 31 43 15 16 7 26 36 31 2476 20 34 2 5 146 74 16 19 66 1254
internal_value=0.000680829 0.000762924 0.0103685 0.00112293 0.0147294 0.000497726 0.000623611 0.00045295 -0.00849273 -0.00118856 -0.0357498 0.0172754 -0.0527442 0.000823834 0.0123323 -0.00738637 0.00617996 -0.0161973 0.0102611 0.00042361 -0.0159895 -0.0331963 -0.0212056 0.00162395 0.0228611 -0.0498159 -0.00848623 -0.0277234 -0.00175397 0.00065016
internal_weight=366.249 364.881 9.80331 5.81341 4.70405 355.077 353.03 350.288 13.9446 11.969 2.97845 1.86713 1.97561 336.343 11.3037 5.46229 4.02683 2.30441 8.99056 325.039 4.42544 2.74412 1.36865 0.761227 0.623688 0.607423 2.20462 1.0916 0.703556 320.614
internal_count=4633 4392 181 130 121 4211 4192 4155 227 123 73 52 104 3928 129 85 69 62 50 3799 69 54 241 153 151 88 105 101 85 3730
is_linear=0
shrinkage=0.0634156


Tree=675
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 1 2 1 1 1 2 0 2 0 1 0 2 0 0 2 1 2 0 2 1 2 2 0 0 0
split_gain=0.870874 2.63844 1.4873 4.57533 2.64745 1.17343 1.98455 1.99315 2.14775 1.70243 2.68576 3.334 1.51356 4.4044 2.30306 1.8467 1.32071 1.43756 1.92836 1.08884 1.4262 2.07094 1.3395 1.29471 1.13296 1.04965 1.87891 1.41541 2.72657 1.88587
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.48735067810000005 0.34515433670000012 40.250747516500006 0.34569324270000007 0.35331277505000008 0.34503457980000002 40.621691032550004 0.47787491390000009 41.319407281650008 0.48185683060000012 0.34569324270000007 0.48458129995000004 41.600558339100012 0.47943175355000006 0.47847369840000004 42.477827694800006 0.3621298763500001 42.243697547450004 0.50730517050000012 42.283941020600004 0.34542378970000004 42.783136484500005 42.982930821650008 0.48001556840000009 0.48149755995000004 0.50386215985000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 7 -7 -9 16 -11 -12 15 14 -14 -8 17 18 -1 20 21 -2 -22 -24 -23 -21 27 -27 -29 -30
right_child=19 -3 4 -5 -6 6 12 8 -10 10 11 -13 13 -15 -16 -17 -18 -19 -20 25 22 24 23 -25 -26 26 -28 28 29 -31
leaf_value=0.00011177605980979244 6.2168807233612872e-05 0.0013132464540624245 -0.0025646390515556058 0.0018800438716356049 4.407270284657553e-05 0.00039526133521016512 0.00062316232344464002 -0.0023485580444308428 9.832626734566202e-06 0.0014097801554317142 -5.2749320481973173e-05 -0.0037706207561103281 0.00014002477364970223 -0.00090219416199311753 0.0016549149505660796 0.0018919233368348775 -0.0012053746867962223 0.00071203853129267252 -0.0016275552546180226 0.00038997291540261454 0.0015769718223946209 -0.00256812853934994 -0.001591372953065441 0.00022029927572735845 -0.00093162398655687192 -0.002694258004053417 4.5828389476799704e-05 0.0010492132150076896 -0.0028042397620545636 -0.00022795875767759826
leaf_weight=22.992178558954041 5.0464198935660551 7.3406003073323509 1.4517538917716581 6.4773032627999774 147.31786740895404 7.3413518031302356 17.763206751784313 2.7357702029403299 2.9827189930365421 1.179720763437216 1.7593605173751714 1.8065656106919048 7.8670805720612424 8.174318499863146 7.0157274976372719 5.5682059079408637 2.638547981507144 13.327045418322085 2.6243647038936606 28.208312342234422 1.9091496169567088 2.5801028325222433 1.9195129609433932 6.0590705364593305 3.966778127476573 1.3773473938927034 98.776917559996946 2.4694776460528374 2.0678429640829563 2.1331209447234869
leaf_count=304 33 36 40 46 1622 36 80 26 32 9 62 15 39 41 36 35 39 50 27 248 9 39 47 56 28 32 1506 7 20 33
internal_value=0.000110163 0.000176627 0.000144663 0.000311713 1.86158e-05 0.000215674 0.000394412 -0.00026754 -0.00111844 -1.36835e-05 -0.00110449 -0.00193629 0.000580772 0.000231477 0.000854141 0.000925961 0.000110807 0.000199983 -6.6415e-05 -3.7995e-06 -0.000405801 -0.000863244 0.000130548 -0.000215559 -0.00157656 6.01509e-05 -2.69425e-05 -0.000920118 -0.000553784 -0.00149608
internal_weight=424.878 268.364 261.023 112.253 148.77 105.776 59.4484 13.0598 5.71849 46.3278 4.74565 3.56593 46.3885 23.0571 14.8828 23.3314 41.5821 38.9436 25.6165 156.514 21.481 11.5933 9.88773 7.97858 6.54688 135.033 106.825 8.04779 6.67044 4.20096
internal_count=4633 2575 2539 877 1662 831 325 94 58 506 86 77 231 116 75 115 420 381 331 2058 212 100 112 103 67 1846 1598 92 60 53
is_linear=0
shrinkage=0.00192234


Tree=676
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 1 2 0 1 1 1 0 0 2 2 2 2 1 2 2 0 0 1 0 2 2 2 0 0
split_gain=0.163927 1.19182 0.978783 0.577838 1.46202 0.397667 2.01127 1.99333 1.86361 1.9442 1.59761 3.57945 1.3876 2.65197 0.89886 1.09905 1.38346 1.01238 0.849725 0.639745 1.55515 0.614261 1.48116 0.465969 1.33475 1.05047 0.891543 0.623934 1.57107 1.06499
threshold=42.783136484500005 42.982930821650008 42.759119507950011 0.48149755995000004 0.50386215985000016 0.47774018740000007 0.34521421515000011 44.749265482150008 0.47787491390000009 0.34503457980000002 0.34566330350000002 0.34569324270000007 0.47976108500000009 0.48634771415000005 48.96897326980001 43.564719632750005 43.067541470150012 44.131787411600008 0.32168198560000011 48.109449608500007 44.952171034750002 0.39672464895000009 0.39614083410000006 0.36510882910000009 0.50291907430000016 43.182896969600009 43.426369480700011 44.202975721700007 0.56853088230000015 0.53146612375000013
decision_type=2 2 2 2 2 2 2 2 2 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 6 14 -8 -7 -10 -11 -12 -13 -14 15 16 -3 -17 21 20 -9 22 -19 26 -25 -26 -15 28 -27 -29
right_child=1 5 -4 4 -6 8 7 19 9 10 11 12 13 23 -16 17 -18 18 -20 -21 -22 -23 -24 24 25 27 -28 29 -30 -31
leaf_value=0.0012923781397550806 -0.010071357795161622 0.043614091268430501 0.051550805892908211 -0.1022913346141041 -0.0069773346138803337 0.075404428871731308 -0.092172469586339567 0.081096880006926136 -0.073300487673606085 0.03522960585022545 -0.18494174695882645 0.057271913221949161 -0.1096601880521428 0.038316383547884872 -0.023792916738689465 0.063002234647806132 -0.095410224009980005 0.048207756910702143 -0.035663655340456235 0.05991095288739811 -0.090486815201255219 0.056834044106266919 -0.046829266867944377 -0.089491671992920865 -0.053490079234780386 0.02593853115399072 -0.0089034805916785413 -0.045054730084686516 -0.051251392673787789 0.0018111891430120353
leaf_weight=274.03787108580082 3.6100154698360702 0.6486439117579782 2.1560909237305159 1.6922557316720488 1.8704682013485578 1.9307621866464604 2.7326091629220164 0.46288153529167153 1.8714341185986985 7.6712408363819113 0.57841496169567008 2.3043228238821021 1.2252699229866255 4.7547614574432355 4.5958850118331602 2.7103875180036976 1.0112284244969485 2.0247696642472874 1.7296860241331158 0.74656995385885228 0.78817236423492432 2.0097824819386005 1.6375299617648127 0.94997696205973525 1.938889554949127 11.057307262439279 4.1203230088576674 3.1273594240556148 1.6763812000281166 18.582914471335243
leaf_count=3018 39 9 17 20 33 6 74 2 14 38 4 11 8 21 42 42 51 30 24 3 65 32 14 41 38 103 27 211 157 439
internal_value=0.0007871 -0.00196569 0.00168472 -0.0310219 -0.0522505 0.000548715 -0.00825867 -0.0509329 0.00355602 0.00123852 0.00364414 -0.00117143 0.000965702 -0.00176968 0.00407394 0.0149534 -0.0410824 0.0241514 0.00992498 0.00547989 -0.027002 0.0238271 0.0057137 0.0010912 -0.00254677 -0.000276589 0.0163942 0.00271886 0.0157765 -0.00493983
internal_weight=366.254 90.0602 276.194 7.17274 3.56272 82.8875 21.0981 4.73023 61.7894 59.8586 57.9872 50.3159 49.7375 47.4332 16.3679 11.772 1.65987 10.1122 7.40177 1.99762 1.25105 5.67208 3.6623 46.2079 37.3328 36.3829 8.87508 34.444 12.7337 21.7103
internal_count=4633 1598 3035 92 53 1506 388 144 1118 1112 1098 1060 1056 1045 244 202 60 142 100 70 67 76 44 1037 989 948 48 910 260 650
is_linear=0
shrinkage=0.0743015


Tree=677
num_leaves=31
num_cat=0
split_feature=0 0 2 0 1 0 2 2 2 2 0 1 2 2 0 2 0 1 1 2 1 0 1 1 2 1 1 2 0 2
split_gain=0.148263 0.678972 0.867261 0.47343 1.61178 1.09725 0.465795 3.75349 1.5334 1.25827 1.68757 2.36327 0.729445 3.00478 2.15019 1.71641 1.64576 3.57282 0.985699 1.4362 1.38126 1.00732 0.985874 0.727913 0.78597 0.602534 0.594568 2.14556 0.995201 1.55728
threshold=0.47880302985000006 0.47787491390000009 40.518963363600001 0.47961138885000004 0.34587287805000005 0.47938684470000009 41.16018805045001 40.806664626150003 40.722669576350008 41.873095646600007 0.47697673720000006 0.32636747405000005 43.477771593600004 42.759119507950011 0.47774018740000007 42.686561923500008 0.47568935060000012 0.34542378970000004 0.34527409360000011 48.109449608500007 0.34007963835000005 0.47076434840000009 0.3584174126500001 0.34479506600000004 42.498713093000006 0.34458549145000011 0.34512439750000007 40.408647214050006 0.47736594710000008 39.955516828000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 -3 4 5 -2 7 8 26 10 11 -8 13 15 18 16 23 -18 20 21 -14 22 -20 24 -11 -15 28 -28 29 -1
right_child=3 2 -4 -5 -6 -7 9 -9 -10 12 -12 -13 14 25 -16 -17 17 -19 19 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.00069565821850984492 -0.027265685037806384 0.0020545032915773608 -0.03688278841263827 0.00081086652601016136 0.057862209565991155 0.022896725205359979 0.044599568974214354 -0.12797674967918857 0.077419956959508526 0.008125976435708929 0.043193148143160859 -0.055052150192804676 -0.0053445536769516676 -0.021162935255034154 0.081921142741577829 0.06158445721879837 -0.098019827841554302 0.025077609628987092 0.083918906724191014 0.053232009751969761 0.044546500771827729 -0.08607734237951245 -0.073982107016355519 -0.011169171126492851 0.089337354258187077 -0.086466867713366438 -0.09590085656420437 0.074830955479444711 0.044730460365010015 -0.086594161136731573
leaf_weight=10.922812939541478 4.0192127069458348 5.4508204683661443 5.7754507758654654 276.81531026388211 3.1657156497240058 4.5663621053099632 2.1359826509142277 1.2100721948372655 1.1583526907488693 1.1797711839608367 7.8516752570867538 2.5707390606403351 11.01993618322013 0.9320848052593641 1.6797216236591328 2.0524479320738456 2.3787467330694199 2.2483781352639198 0.40634125471115101 0.71432102471590031 3.611986279487609 1.8939643725752828 0.37066091643646359 1.7713256510905919 1.1572685615537919 2.6959775445284322 1.2073253976413969 0.5146446656435727 1.9795011952519406 1.1428964748047281
leaf_count=222 24 29 72 3407 27 20 25 36 5 40 25 28 182 44 5 9 38 12 1 3 14 32 66 23 11 83 60 58 6 26
internal_value=0.000670443 -0.00208015 -0.0179771 0.00139518 0.0151595 -0.000586082 0.000673625 -0.00884869 -0.000331764 0.00437382 0.0233213 -0.00982867 -0.00260153 -0.0145692 0.00615752 0.00396817 -0.00956907 -0.0382052 -0.00090583 -0.0349528 0.00697138 -0.0585369 0.00859385 0.022683 0.0483407 -0.0696896 -0.00604388 -0.0448743 -0.00128319 -0.0088322
internal_weight=364.6 76.0332 11.2263 288.567 11.7513 8.58557 64.8069 18.1356 16.9255 46.6713 12.5584 4.70672 34.1129 14.416 19.6969 10.7879 8.73549 4.62712 18.0172 3.38529 14.6319 2.67097 0.777002 4.10837 2.33704 3.62806 15.7672 1.72197 14.0452 12.0657
internal_count=4633 1155 101 3478 71 44 1054 413 377 641 78 53 563 260 303 133 124 50 298 102 196 99 67 74 51 127 372 118 254 248
is_linear=0
shrinkage=0.0700159


Tree=678
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 2 0 0 1 1 1 1 2 2 1 2 0 2 1 0 1 0 0 2 1 1 2 2 2 2
split_gain=0.17271 0.359508 0.160987 1.02661 0.347581 0.281435 0.76948 0.535669 0.611798 0.570139 0.571452 0.632775 0.450134 0.662921 0.609768 0.373848 0.525528 0.359179 0.621553 0.589869 1.28619 0.241089 0.650427 0.909633 0.460312 0.41066 0.343597 0.737043 0.274289 1.28364
threshold=0.39587138110000003 0.3733870243500001 0.31100865245000009 0.31118828780000007 0.31060447290000009 49.064150740050003 0.55688452445000014 0.55788748840000013 0.48522499325000007 0.48616807880000007 0.4995808509000001 0.50491003265000012 47.927946529500012 46.095286511800005 0.37447980600000008 50.189067467950004 0.47648274005000008 47.74983977685001 0.37820723930000005 0.58984760935000013 0.45824975300000009 0.61797550970000004 0.58887458460000019 42.498713093000006 0.50634711535000021 0.47289003325000006 43.477771593600004 40.94178426300001 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=1 -1 4 -4 -2 12 15 -8 -9 -10 -11 -12 13 21 -15 -7 -17 18 -16 -20 -21 22 28 -24 26 -25 27 -23 -5 -30
right_child=2 -3 3 5 -6 6 7 8 9 10 11 -13 -14 14 17 16 -18 -19 19 20 -22 24 23 25 -26 -27 -28 -29 29 -31
leaf_value=0.0044060663692420728 -0.0093051441080875992 -0.073230751630876972 -0.072179952549094623 0.001193302659248366 0.026825916223279015 -0.077861111964064034 0.075560418536258556 -0.067416597048678931 0.038152258170039574 -0.069991941886482362 0.034893951594257178 -0.066026241722540333 0.013097058052903319 -0.075755266274306274 0.034904858736197343 0.070001222042028771 -0.066836291414229365 0.017424570881109228 -0.071437596954916263 0.040088790983041717 -0.077959253720345567 0.034438571803009972 -0.069628197610919651 -0.029737740638202084 -0.065045565103232811 0.025215305007377068 0.050828859479483728 -0.069272001717360213 -0.084716512102369385 -0.00051062599642333643
leaf_weight=0.64555618865415343 1.8395259373937722 0.40682105437008431 0.8117430480197062 320.13013169192345 2.8244988182559609 0.95858039747690671 0.36224588751792897 0.58751603454584289 1.2612368911504748 0.60254940041340876 0.92002307623624779 0.36231881350977346 12.16840883833356 0.76253013871610065 0.61323364637792144 0.20634019374847412 0.27252631979354192 1.1820952985435722 1.1901817569741981 0.89091473817825295 0.68162045232020319 0.99983338852871362 1.3130233607771509 1.1280821487307551 0.24857891912279217 1.147980228270171 1.3040469605475662 0.40197622682899237 0.884110780316404 5.2869637245312333
leaf_count=18 52 170 22 2855 16 24 1 61 9 56 8 73 98 30 8 1 82 12 47 5 42 71 213 14 352 33 8 21 28 203
internal_value=0.000559743 -0.0256063 0.000635949 0.000479824 0.0125756 0.000645563 -0.0138285 0.000461253 -0.00682502 0.00449 -0.0180344 0.00637949 0.000874172 0.000434349 -0.0222175 -0.0545458 -0.00787397 -0.013261 -0.0240056 -0.0370818 -0.0110795 0.000796443 0.000631696 -0.0267543 0.019192 -0.00202101 0.0269306 0.00469902 0.000932922 -0.0125745
internal_weight=362.395 1.05238 361.343 356.679 4.66402 355.867 5.53334 4.09589 3.73364 3.14613 1.88489 1.28234 350.334 338.165 5.32058 1.43745 0.478867 4.55805 3.37595 2.76272 1.57254 332.845 329.89 3.58909 2.95444 2.27606 2.70586 1.40181 326.301 6.17107
internal_count=4633 188 4445 4377 68 4355 315 208 207 146 137 81 4040 3942 144 107 83 114 102 94 47 3798 3346 260 452 47 100 92 3086 231
is_linear=0
shrinkage=0.0646839


Tree=679
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 2 0 1 0 1 1 0 0 1 2 1 0 2 2 2 1 1 1 0 2 2 1 1 0 1
split_gain=0.719282 2.06625 1.26684 2.2435 2.41266 1.79371 1.174 1.48366 1.49794 3.54346 1.24641 1.41377 1.7155 3.48697 1.45162 1.42594 1.32543 1.74244 2.409 1.97308 1.98815 1.56352 2.46253 1.63889 1.32455 4.00273 1.64546 1.54861 1.14762 1.12337
threshold=0.52324780695000006 0.38045268105000002 0.38976377950000002 0.52688542260000015 42.320906304050006 36.016191615950007 0.52252926560000013 0.38906020780000011 0.5195503128500002 0.38334181610000007 0.37977904855000005 0.51017933595000009 0.50291907430000016 0.37227927305000003 39.852039223600009 0.36618664115000005 0.48104847160000008 41.873095646600007 41.529896397300007 43.895345911700005 0.36042334060000009 0.3447651268000001 0.34007963835000005 0.47673722340000008 42.91168285345001 42.686561923500008 0.34575312120000007 0.34542378970000004 0.47868327295000007 0.37227927305000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 4 5 -4 7 8 9 10 11 12 15 -14 -13 16 17 18 -1 20 21 22 -19 -23 25 27 -26 -25 -29 -16
right_child=1 2 3 -5 -6 -7 -8 -9 -10 -11 -12 14 13 -15 29 -17 -18 19 -20 -21 -22 23 -24 24 26 -27 -28 28 -30 -31
leaf_value=8.1985074800151189e-05 -0.0019131031581619579 0.00096456722669916101 0.00027154873963476661 6.8964549498458277e-05 0.00063370858243216996 -0.0025630903145979714 0.0010224376151535257 -0.00064361196534512598 0.0011783571088560718 -0.0019456162447793988 0.0011139815824181547 0.00050921309208527019 0.0013308495808867183 -0.0010153046320468518 -0.00038244637850411839 -0.00089586718135755685 0.00036432333656923966 -0.0022009477545142492 0.001067593256305165 0.00021359614411385307 0.0015091067437077034 -0.0022463784654528454 0.00078783593120867817 -0.0025902312821081295 -0.0025654272568924595 0.0010555653121124119 -0.00033501518917950347 0.00024388718778207145 -0.0015935902802176197 -0.0026309579005769804
leaf_weight=53.675954674268723 2.0906045329757026 5.6022712029516688 1.1333462642505754 136.44973031858535 2.1535490730020683 3.535880533978343 6.3988534886157131 8.2932717332732846 5.8684995565563431 2.9897393360733977 5.6306561827659598 2.0294720083475104 11.818524748086928 3.0677262656390658 1.600439479807392 4.8184255586820646 88.268174044787884 1.3449432496272553 11.593596380320376 21.995970336603932 1.6687553180381645 3.2089545195922282 5.0003482177853584 2.3112365989945847 2.811935467645525 4.6755119301378727 2.3216017074882984 2.6482921484857798 2.5798628404736519 1.8322724089957771
leaf_count=574 27 29 8 2229 77 66 35 121 31 24 21 10 63 38 13 34 472 109 74 273 26 91 22 28 29 21 16 19 24 29
internal_value=0.000130216 2.26815e-05 4.98651e-05 1.40983e-05 -0.00108318 -0.00187505 0.000193028 0.000171972 0.00019972 0.000175578 0.000202576 0.000180193 0.000204247 0.000847359 -0.000805407 0.000158424 0.000183313 4.53824e-05 0.000257055 -0.000227833 -0.000567671 -0.000696492 0.000154336 -0.00095911 -0.000721003 -0.000369769 -0.00155674 -0.00125368 -0.000662827 -0.00158263
internal_weight=409.418 150.965 148.875 143.273 6.82278 4.66923 258.453 252.054 243.761 237.892 234.903 229.272 223.81 14.8863 5.46218 208.924 204.105 115.837 65.2696 50.5674 28.5714 26.9027 6.34529 20.5574 17.3484 12.2149 5.13354 7.53939 5.22815 3.43271
internal_count=4633 2436 2409 2380 151 74 2197 2162 2041 2010 1986 1965 1913 101 52 1812 1778 1306 648 658 385 359 131 228 137 92 45 71 43 42
is_linear=0
shrinkage=0.00196078


Tree=680
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 2 0 0 2 0 0 1 1 1 1 0 2 0 2 1 1 1 1 2 0 1 1 2 2
split_gain=1.06405 2.34855 4.80499 3.74831 2.17659 1.41233 1.07669 1.08077 1.24146 1.24851 1.05109 2.65325 5.02914 1.60363 1.01397 0.836874 1.47783 1.13863 0.838528 1.3181 1.17082 1.1532 1.00777 2.10656 2.05268 2.52544 1.53205 0.903897 0.796659 1.14112
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.37323732825000006 0.47938684470000009 44.026978245600006 0.47961138885000004 0.48077901860000011 41.835830569250014 0.5132031975000001 0.50452082270000009 0.38334181610000007 0.37644082515000005 0.38906020780000011 0.35331277505000008 0.45995628875000011 50.189067467950004 0.47787491390000009 41.873095646600007 0.34587287805000005 0.34584293880000011 0.34536391125000004 0.34524415440000006 41.641174900500005 0.47721625100000004 0.34575312120000007 0.34515433670000012 43.384297312450009 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=1 2 5 -3 -2 15 7 -7 9 -9 11 12 -6 -13 -12 18 17 -17 20 27 22 -21 23 -1 -24 26 -26 -20 29 -10
right_child=4 3 -4 -5 10 6 -8 8 28 -11 14 13 -14 -15 -16 16 -18 -19 19 21 -22 -23 24 -25 25 -27 -28 -29 -30 -31
leaf_value=9.8056142280637709e-05 -0.0025627671655388037 0.0014237221135404434 -0.0025782162878540999 -0.00089213851951626844 0.0016323500782685929 0.0011197002978396969 -0.00077990629206175805 0.00019600301297815169 0.00059818466118212736 -0.0010758111561353964 0.00048801037530519934 -0.0025669778478084604 -0.0023880499023018328 -0.00059258736676538228 1.9248304610664799e-05 -0.0020897571185692688 0.0012385430684552202 0.0022223946567240822 -0.00084279022764215507 -0.002531840870513077 -0.0010649721104590488 -0.00021469841439710491 0.0021093442357937829 -0.0018691143415836046 -0.0025091538013682839 0.0015549893056376752 0.00029213078337076727 0.00021193498744740747 0.0011449345969439988 0.0001445962688372388
leaf_weight=53.815221652112086 1.2499595135450352 12.734584150835873 2.4374884346034369 3.4056021738797417 4.0800580531358701 6.9079179167747489 3.2292424216866484 8.5431044176220876 39.747201737016439 4.5471317432820788 19.935952715575695 2.5949559211730957 1.6924363949801771 4.0501350248232484 161.13576265644406 1.0284594682161685 4.6522641251794994 0.30531519651412953 4.8256037663668421 1.9096515006385737 3.4005040468182406 1.4548989925533531 2.8290547579526883 2.1775898086780208 1.5454216110520067 2.3809568956494331 1.4595044814050195 8.8587442561984044 5.2042904645204535 46.005232121795416
leaf_count=754 17 63 22 40 15 40 18 38 209 30 105 29 57 41 2466 116 30 1 39 34 39 15 7 47 33 9 11 36 17 255
internal_value=0.000122294 0.000214642 0.00015854 0.000935072 1.63521e-05 0.000191108 0.000336175 0.000368657 0.000318794 -0.000245785 3.30134e-05 -0.000518844 0.00045361 -0.0013636 7.08589e-05 8.36602e-06 0.00071689 -0.00110266 -4.17331e-05 -0.000430338 5.62621e-05 -0.00152986 0.000115644 2.15519e-05 0.000756972 4.66085e-05 -0.00114856 -0.00016 0.000400047 0.00035484
internal_weight=418.144 223.405 207.265 16.1402 194.739 204.827 114.184 110.955 104.047 13.0902 193.489 12.4176 5.77249 6.64509 181.072 90.6432 5.98604 1.33377 84.6572 17.0489 67.6083 3.36455 64.2077 55.9928 8.21494 5.38588 3.00493 13.6843 90.9567 85.7524
internal_count=4633 1903 1800 103 2730 1778 607 589 549 68 2713 142 72 70 2571 1171 147 117 1024 124 900 49 861 801 60 53 44 75 481 464
is_linear=0
shrinkage=0.00196078


Tree=681
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 1 2 1 2 0 1 2 0 0 1 1 2 0 0 0 0 2 2 2 2 1 2 2
split_gain=0.81949 1.8376 1.14617 4.58052 1.95964 1.09558 1.02544 0.964994 2.02495 2.12902 1.88102 4.27231 1.81396 2.40693 3.14863 1.73592 1.65554 1.60601 1.24737 1.47927 1.87749 0.890936 3.17156 2.45143 1.37413 1.79439 1.48645 2.33661 1.28333 1.23661
threshold=42.154118731400011 42.027798546600003 0.3584174126500001 0.49194634890000005 0.36476452800000009 0.35027394390000005 0.36510882910000009 0.34515433670000012 40.250747516500006 0.34569324270000007 41.319407281650008 0.48185683060000012 0.34503457980000002 40.621691032550004 0.47787491390000009 0.48458129995000004 0.34569324270000007 0.35331277505000008 41.600558339100012 0.47943175355000006 0.47847369840000004 0.48104847160000008 0.48389269780000005 42.431220712750012 43.895345911700005 43.61821939175001 43.477771593600004 0.34587287805000005 42.91168285345001 42.686561923500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 -4 -3 -6 12 9 -9 15 16 18 -14 -15 -10 -12 -11 19 20 -1 23 -23 -2 25 26 27 28 29 -25
right_child=21 5 4 -5 6 -7 -8 8 10 17 11 -13 13 14 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00011674580978140442 -0.00185098672360889 0.00020358155395155134 -0.001076323741469378 0.0018773215375159204 0.0011551516625261729 0.0014340333303340645 6.4846353653880631e-05 0.0003877901822449593 0.00065454026101519709 -0.0022302633607234846 0.00020306062311968779 -0.00097761789773304162 0.0013048867647521725 -9.4464405108621855e-05 -0.0037485561780846639 0.0018968249125190079 0.0015289709575879156 -0.0001623582914692171 -0.0011578688796168842 0.00073912895583071463 -0.0016363645835916483 0.0010230830289620432 -1.507587089735165e-05 -0.0005262039933532737 0.00023500614033567974 -0.0023403179993228204 0.0012611294173085067 -0.0022966480045818402 -0.0010923435910824095 0.00079121647319768424
leaf_weight=22.893514675524788 3.1306429863907388 4.3992738260421884 5.531901456648483 6.4497233722358933 3.2625719606876364 6.8188653262914158 138.86235257728367 7.2051637705299054 17.153512486489493 2.7755242281127721 7.7666990468278545 7.7856074646115294 1.121476524072931 1.7320987544953825 1.7536717951297758 5.4860716909170142 6.3048967830836773 2.7759349149418995 2.6134855079581021 13.103052981197832 2.5043946094810954 12.412196121178566 87.769739861978451 4.9983264732582118 22.870088982104789 1.7005221407162014 2.0638248592149457 2.2382816018071017 4.1640921146463361 5.5637575174914673
leaf_count=304 47 26 56 46 14 44 1592 36 80 26 39 41 9 62 15 35 36 32 39 50 27 99 1319 56 275 27 23 43 97 38
internal_value=0.000126719 0.000189914 0.000156681 0.000305785 4.61839e-05 0.000951503 8.9875e-05 0.000207353 0.000373651 -0.00030155 0.000567222 0.000164969 -8.87269e-07 -0.00114471 -0.00193282 0.000955573 0.000797146 -0.00119623 0.000127288 0.000214526 -5.6122e-05 1.13072e-05 0.000113548 -0.000207885 -8.99006e-05 -0.00044837 -0.00027929 -0.000466691 -0.00018855 0.00016777
internal_weight=415.211 268.3 257.082 109.425 147.657 11.2181 142.125 102.975 57.2534 12.7566 44.4968 21.8572 45.7217 4.60725 3.48577 22.6396 14.0716 5.55146 41.1144 38.501 25.3979 146.911 100.182 46.7295 43.5989 20.7288 19.0283 16.9645 14.7262 10.5621
internal_count=4633 2609 2539 877 1662 70 1606 831 325 94 231 116 506 86 77 115 75 58 420 381 331 2024 1418 606 559 284 257 234 191 94
is_linear=0
shrinkage=0.00192234


Tree=682
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 1 2 0 2 1 1 2 0 1 0 2 0 0 0 1 1 2 2 2 0 0 2 0
split_gain=0.939936 2.92734 1.49749 4.6586 2.03788 1.07655 1.03281 2.27193 3.08571 3.826 2.13616 2.3906 1.67572 1.62549 4.27951 2.06629 1.83845 1.61835 1.56009 2.03864 0.974441 1.87398 1.6372 1.08158 4.50565 1.29457 1.21295 1.22332 0.96179 1.70697
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.36476452800000009 0.36510882910000009 0.34515433670000012 0.34503457980000002 40.621691032550004 0.47787491390000009 40.250747516500006 0.34569324270000007 0.35331277505000008 41.319407281650008 0.48185683060000012 0.34569324270000007 0.48458129995000004 41.600558339100012 0.47943175355000006 0.47847369840000004 0.57927906350000014 0.47447681205000009 0.47941678395000004 41.559097512700014 41.835830569250014 41.641174900500005 0.56685428580000019 0.56345618395000019 39.065416244600009 0.56859076075000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -4 -6 7 17 -9 -10 11 -8 -13 16 15 -15 -12 18 19 -1 23 -22 -23 26 25 -25 27 -7 29 -28
right_child=-2 -3 4 -5 5 20 10 8 9 -11 13 12 -14 14 -16 -17 -18 -19 -20 -21 21 22 -24 24 -26 -27 28 -29 -30 -31
leaf_value=0.00014761904594164508 -4.3795403813966655e-06 0.0013387008600391178 -0.0010814036879718864 0.0018478641739172099 0.0011293045613524667 0.00010000865257172979 0.00041637749629752679 0.0013955679399272451 -0.00011280255131752785 -0.0040446681280917546 0.00062326456762531318 -0.0022633299005666262 -0.0002101983873506472 0.00016497837660146597 -0.00087965591574942932 0.001593227717541704 0.0018601050732013639 -0.001318744101147312 0.00075828501859638076 -0.0016062463308910578 -0.0019945266540293853 0.0018129643215711276 -0.00097897264931951942 -0.00075034663412798281 0.00077875211338712484 -0.0026599608065267974 0.0010446844276568682 -0.0010058583887273505 0.00099575355449478065 -0.0022700835277533775
leaf_weight=22.513783467467878 150.9421991196723 7.5461950896424232 5.6882202327251425 6.6120086610317221 3.3209391683340064 110.73849881836213 7.350616148527477 1.1838212021684729 1.7201521778479221 1.7977009005844591 17.575540798949081 2.7624431897420436 2.888263761298731 7.741273211315276 8.1382350996136648 6.7219449393451214 5.6378553584218016 2.5138979312905567 13.511371709406374 2.6288703791797152 2.3749528072366948 1.3250297898193824 1.7072193772946773 2.3694502701982838 4.8219887837767601 2.6952502205967903 1.2803434168454253 3.6707665966823688 8.8685621777549368 0.96972701232880343
leaf_count=304 2058 36 56 46 14 743 36 9 62 15 80 26 32 39 41 36 35 39 50 27 180 14 408 15 35 31 15 48 54 49
internal_value=0.000114624 0.000181481 0.000148039 0.000313632 2.50328e-05 6.86955e-05 0.000216729 4.75466e-06 -0.00123638 -0.00212207 0.000382043 -0.000292185 -0.00121391 0.000573375 0.000213609 0.000828773 0.000923657 0.000146501 0.000241794 -3.57619e-05 4.36836e-05 -0.000740863 0.000241046 7.50111e-05 -0.000525154 -0.00176657 0.000122281 6.45274e-05 0.000716554 -0.000383902
internal_weight=419.617 268.675 261.129 111.298 149.831 144.143 104.686 45.8696 4.70167 3.51785 58.8162 13.0013 5.65071 45.8148 22.6015 14.4632 23.2134 41.1679 38.654 25.1427 140.822 5.4072 3.03225 135.415 9.88669 5.0647 125.528 114.409 11.1186 2.25007
internal_count=4633 2575 2539 877 1662 1606 831 506 86 77 325 94 58 231 116 75 115 420 381 331 1592 602 422 990 81 46 909 791 118 64
is_linear=0
shrinkage=0.00188464


Tree=683
num_leaves=31
num_cat=0
split_feature=2 2 1 2 0 0 2 0 1 0 2 1 0 2 2 2 0 0 0 0 2 1 2 0 1 1 1 1 1 1
split_gain=0.160809 1.30729 1.06502 0.706871 1.77801 0.893536 0.885698 0.788577 0.607053 0.878569 0.551239 0.526955 1.35319 2.34584 1.06572 0.948124 0.768989 0.767189 1.00655 0.844199 0.997146 0.625992 0.608526 1.62974 1.58826 2.65114 3.03533 2.01939 2.69997 1.38633
threshold=42.154118731400011 42.027798546600003 0.35027394390000005 42.477827694800006 0.49067393190000008 0.50730517050000012 42.498713093000006 0.47774018740000007 0.43643902880000007 0.57299182660000014 42.431220712750012 0.32467590790000006 0.47396784530000008 39.065416244600009 39.476991512000005 35.771221912400001 0.43486721955000007 0.47500074850000013 0.47697673720000006 0.47774018740000007 41.362929270750008 0.34269932035000011 41.319407281650008 0.47943175355000006 0.34458549145000011 0.34569324270000007 0.34587287805000005 0.41997245590000004 0.42926858475000007 0.44618424600000006
decision_type=2 2 2 2 2 2 2 2 2 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 7 -6 -5 10 -7 -10 -2 14 13 21 15 -1 -16 -14 -19 20 -20 -13 -21 -24 -25 -26 -27 -28 -29 -30
right_child=3 2 -4 6 5 8 -8 -9 9 -11 -12 12 17 -15 16 -17 -18 18 19 22 -22 -23 23 24 25 26 27 28 29 -31
leaf_value=0.0202761795017657 -0.041367821604547272 3.0030370102640191e-05 0.045675904231401582 0.046098381010024142 0.044664882791794897 -0.025848625523667124 -5.3442078271634807e-05 -0.058261043342484178 0.045774029962804705 -0.026175297659004032 0.019566726806604668 0.014809119354459135 0.039670547894053533 -0.083679975701450485 0.011021096496271296 -0.088872146760826498 0.075102255429704196 -0.033040377767076787 -0.00072664356001838715 0.0022758865766669785 0.038628048118860871 -0.033667650166041431 0.025430807549650929 0.047343644077313632 -0.058142178747538874 0.044668034349875499 -0.037181890559237638 0.056863646491635743 -0.053212888780334762 0.018126122662246134
leaf_weight=0.87233099472359643 1.3767720118921709 4.0191279215214291 5.4597719565208536 1.9161695537768526 2.0427692383527738 3.4339605323038995 109.51649021833873 4.2058064704760909 1.8019971866160633 1.3403352346795143 1.3141482220962641 3.3577485494533894 2.3367536924779406 2.3373219396453351 1.6728110347758047 0.61421705922111869 1.7202951163053513 3.8852893076837054 5.7811127640306932 161.06701621359389 5.8830122351646423 1.8829268325644077 5.7988182418048373 1.8319276943802858 5.7634852305054691 4.1956098303198841 11.092836331110449 3.0618694946169835 2.9318872708827257 2.1299240138760069
leaf_count=35 27 26 44 17 10 42 1829 38 7 40 14 66 18 123 48 49 7 42 25 1687 20 86 39 5 39 14 100 19 26 91
internal_value=0.000800139 0.00183295 0.0263217 -0.00113367 -0.0145914 0.00578693 0.000740174 -0.0400589 -0.00628959 0.0150847 -0.0116096 0.000815817 0.000337823 -0.0276136 0.0226932 -0.0248221 0.0435101 0.00131954 0.00089964 0.00152896 0.0191226 -0.00260814 0.000491863 -0.00731514 -0.0134391 -0.0172556 -0.00719033 -0.0185127 0.00697986 -0.0231946
internal_weight=364.645 237.696 9.4789 126.948 15.5158 8.61906 111.433 6.89673 6.57629 3.14233 2.69092 228.217 223.338 7.578 4.87965 1.48655 3.39311 215.76 213.423 209.537 11.6641 5.24068 197.873 36.8064 31.0075 29.1756 23.4121 19.2165 8.12368 5.06181
internal_count=4633 2609 70 2024 178 99 1846 79 89 47 41 2539 2400 275 139 84 55 2125 2107 2065 45 152 2020 333 294 289 250 236 136 117
is_linear=0
shrinkage=0.0672971


Tree=684
num_leaves=31
num_cat=0
split_feature=0 0 0 2 1 1 1 2 0 2 1 2 0 0 1 0 2 2 0 2 2 2 1 2 1 1 0 1 0 2
split_gain=0.162786 0.862408 2.2276 2.58135 1.79927 3.38436 1.62254 2.1228 1.21709 1.83402 1.58005 1.20504 0.690885 1.9643 0.61754 1.25737 1.17701 2.02706 1.04347 0.610445 1.83336 1.62636 1.67024 1.4456 1.0878 1.95924 2.14681 1.96915 1.45325 1.09573
threshold=0.48104847160000008 0.48368312325000012 0.48458129995000004 42.759119507950011 0.34494476210000008 0.34521421515000011 0.34479506600000004 42.081757894750005 0.48911709230000006 41.444941515100005 0.34626208795000007 41.404176814550006 0.48119816770000007 0.48185683060000012 0.3584174126500001 0.49688632075000011 42.055256506450007 43.157831852650006 0.49405706415000006 41.873095646600007 41.529896397300007 43.895345911700005 0.36042334060000009 43.61821939175001 0.3447651268000001 0.3447052483500001 0.47500074850000013 0.34007963835000005 0.47673722340000008 42.686561923500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=19 6 3 -3 -4 -6 -2 11 9 -7 -10 -8 -9 -14 16 -16 18 -18 -12 20 -1 22 23 24 25 26 27 -21 -26 -30
right_child=1 2 4 -5 5 8 7 12 10 -11 14 -13 13 -15 15 -17 17 -19 -20 21 -22 -23 -24 -25 28 -27 -28 -29 29 -31
leaf_value=-0.0024634630420885795 0.056258128474107931 -0.092121014788409478 -0.051895242117704729 0.0016242375327919798 0.10625164708121973 0.050900116860074014 0.0040352645627744245 0.065933851626954809 -0.067154019575062299 -0.0033993868420155995 0.0046675295052976441 -0.036912887057289519 -0.019843622729259904 0.049396927641251281 -0.060384163974023422 4.23811871901073e-05 -0.027011283802945978 0.032564648083210253 0.060514752511564865 -0.076526091300534171 0.029901176467635165 0.0070538823069824317 0.046453874797282566 -0.087829399003601108 -0.076989669771580116 0.08439038541078385 -0.10480145835046618 0.048858011880116764 -0.039971664542995028 -0.0024215572213612275
leaf_weight=47.592388066281273 3.5523958476260331 2.6251587867736808 2.9550499804317942 2.9273706451058388 1.4582499414682377 5.6719887554645521 10.381547674071046 2.1204429119825354 1.6319601386785496 6.0648904257686809 2.7771100923419025 5.0255567729473105 3.2021707911044341 4.861420676112175 1.6366782172117371 188.11225711142788 6.0859105661511403 4.8241510177031159 3.6460863687098026 0.81906573535526295 9.9757347835111414 20.25208535141428 1.714167230966267 1.5485600831743784 2.4052863703109351 1.2218146622180937 0.95249545760452736 2.1119931936264038 6.7012220881879321 8.0725397113710624
leaf_count=582 11 22 21 19 4 42 46 13 13 40 22 23 17 66 21 2836 33 26 38 98 74 275 30 24 87 3 10 8 71 58
internal_value=0.000743478 0.0016609 0.000253722 -0.0426972 0.0013143 0.00202286 0.0127864 0.00675195 0.00133341 0.0228415 0.000123916 -0.00932138 0.0310688 0.0219005 0.000654116 -0.000478828 0.0130566 -0.000668326 0.0363688 -0.00156021 0.00314487 -0.00747433 -0.0189913 -0.0236984 -0.0192419 0.0085781 -0.0152734 0.0138202 -0.0275096 -0.0194539
internal_weight=362.928 259.56 230.417 5.55253 224.864 221.909 29.1435 25.5911 220.451 11.7369 208.714 15.4071 10.184 8.06359 207.082 189.749 17.3333 10.9101 6.4232 103.367 57.5681 45.7992 25.5471 23.833 22.2844 5.10537 3.88355 2.93106 17.179 14.7738
internal_count=4633 3313 3137 41 3096 3075 176 165 3071 82 2989 69 96 83 2976 2857 119 59 60 1320 656 664 389 359 335 119 116 106 216 129
is_linear=0
shrinkage=0.0686431


Tree=685
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 2 1 0 2 0 2 0 1 2 0 1 2 2 2 1 2 0 0 2 2 1 0 2 2
split_gain=0.796729 2.53516 6.86636 4.4986 2.15244 3.63253 2.95512 2.23696 2.92727 1.36664 1.86101 1.64506 1.20392 1.64748 1.53372 2.94023 1.50129 1.90564 1.1038 2.05266 2.07211 1.17283 1.36603 2.30101 1.86917 3.38459 1.80722 3.86028 1.8021 1.21927
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.5116313883000001 0.50291907430000016 44.026978245600006 0.37644082515000005 0.49688632075000011 38.621016321050007 0.4560492201000001 38.983591653800012 0.48077901860000011 0.35331277505000008 41.319407281650008 0.48588365620000007 0.34494476210000008 41.741384785950011 41.873095646600007 41.16018805045001 0.3453339720000001 43.477771593600004 0.45995628875000011 0.47568935060000012 42.686561923500008 42.876019054300009 0.34542378970000004 0.47774018740000007 42.720329370750001 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=1 2 9 -3 5 7 -7 -2 -9 10 -1 -11 18 14 15 -14 -16 -18 19 -13 -21 22 -20 28 26 -26 -25 -28 -24 -23
right_child=4 3 -4 -5 -6 6 -8 8 -10 11 -12 12 13 -15 16 -17 17 -19 21 20 -22 29 23 24 25 -27 27 -29 -30 -31
leaf_value=-0.00064892208682293569 0.0018745441529935715 0.0014214781593975415 -0.0030213178480859157 -0.0010418197308096587 6.8147687889793369e-05 -0.0026120371102058854 0.00034650404698845813 -0.00252946127504568 0.0013207102551823888 -0.0012111333727917084 0.00077567802008034605 -0.00013848156457845899 0.00034480857735535623 -0.00078238691123491591 -0.00075854472220773859 0.0018849759487967101 -0.000567743737848776 0.00049173424787644026 -0.0021747867841536298 0.00018568385740746948 0.0013953119256284675 0.0014707734891680124 0.0013855030078492722 -0.0025104254252065034 0.0010499123019378927 -0.0017312582351947578 0.0011702375011423266 -0.0024327495930477716 -0.00068120460360119976 -5.6231013959952962e-05
leaf_weight=3.9660500033351154 2.1861389726400358 13.151467874646189 2.5269020725972942 3.4606125741265705 181.85644380648591 4.4663889640942216 1.7311908323317764 1.532265288056806 1.393256858224049 3.4339986555278292 23.274248386383988 29.784973887726665 15.017972905188801 4.7563279867172232 5.3651370089501134 6.5904913246631613 7.5155900791287413 37.96297437697649 1.7244539289094998 14.222117081517355 8.279930289834736 2.0860540741705362 3.8868125118315247 3.4092388581484538 3.9925762303173542 2.7176610557362437 2.1805977076292038 2.2152214404195547 2.6034335345029831 26.220411531627178
leaf_count=187 7 63 22 40 2586 58 18 37 24 22 126 254 60 34 27 50 39 206 109 79 45 21 18 53 23 49 10 32 34 300
internal_value=0.000108593 0.000184947 0.000128723 0.000908326 1.75439e-05 -0.000796182 -0.00178562 0.000403449 -0.000695847 0.000166411 0.000568263 0.000106907 0.000131979 0.00031358 0.000385528 0.000814553 0.000203193 0.00031665 -3.72301e-06 0.000192576 0.000630783 -0.000204832 -0.000530032 -0.000395005 -0.000820446 -7.6468e-05 -0.00146007 -0.000645446 0.000556484 5.63021e-05
internal_weight=423.511 230.345 213.733 16.6121 193.166 11.3092 6.19758 5.11166 2.92552 211.206 27.2403 183.966 180.532 77.2085 72.4522 21.6085 50.8437 45.4786 103.323 52.287 22.502 51.0365 22.73 21.0055 14.5153 6.71024 7.80506 4.39582 6.49025 28.3065
internal_count=4633 1903 1800 103 2730 144 76 68 61 1778 313 1465 1443 416 382 110 272 245 1027 378 124 649 328 219 167 72 95 42 52 321
is_linear=0
shrinkage=0.00192234


Tree=686
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 1 1 1 1 1 2 2 2 2 2 0 1 0 2 0 0 2 2 1 0 2 0 0 1 1
split_gain=0.159039 0.742918 0.481382 0.513358 0.188781 1.39177 0.513663 0.703363 0.675131 0.655573 0.565582 1.10704 0.51194 0.948606 0.446887 0.787982 0.320928 1.20603 1.02401 0.34333 1.72291 1.423 0.960342 1.33921 1.49223 1.22598 0.938419 0.886465 0.689323 1.64714
threshold=0.63528038085000016 0.49585341755000006 0.4985778869000001 48.109449608500007 0.60710757165000018 0.45824975300000009 0.46551001470000003 0.48616807880000007 0.4830394299500001 0.46280051495000007 42.123054668150012 41.772405911750006 39.032633164100012 38.911218973650008 44.749265482150008 0.61797550970000004 0.4529056016000001 0.58249753000000004 37.817254840650008 0.56579144335000009 0.56065686655000013 40.858951393400005 42.546237522150008 0.44844465735000011 0.58388970390000006 39.427119987250002 0.57212358910000016 0.56915960600000015 0.43584024430000007 0.42991227810000004
decision_type=2 2 2 2 2 2 2 2 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 9 8 10 16 11 12 13 -8 15 -7 19 18 -18 20 28 -22 25 24 -24 27 -27 -21 29 -1
right_child=1 2 3 -5 5 14 7 -9 -10 -11 -12 -13 -14 -15 -16 -17 17 -19 -20 22 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0013168560428438937 -0.083626117312019826 0.075638182512291152 -0.076534644179603206 0.0068957152246868743 -0.090114031006630818 -0.077765497853770849 -0.083153846181711247 -0.077010124703471045 0.023806165264679564 0.038729326449967336 -0.087355389989925328 0.089299006909589043 -0.079380057249157129 0.085399201685999224 0.050612878225603987 0.029174063874438994 0.010419260327710619 0.016924821292262925 -0.077908109519911839 0.01073813475706698 -0.076271399133403514 -0.0033200688124713348 -0.096605322791508533 0.016722161348137837 0.037483609251114242 0.050180625676887018 0.0019344103514575481 -0.09085224089252654 0.020706451921468458 -0.046867591388069889
leaf_weight=303.72576963063329 0.67002295971178627 0.40133512346074018 0.49575102500284662 1.8583627218613399 0.58935281672165629 0.47788231386584845 0.34113635044195667 0.98428576136575419 1.9251542405690996 2.4388998895883551 0.73091581370681513 0.4418683350086211 0.85163249005563557 0.36863723397254944 2.3662155696656555 1.5564491507275304 1.0586261103162535 3.0368616374908015 2.0359369115903974 1.1243862623814518 2.7900481293909243 2.8869598167948425 1.5466915492434048 3.0100220050662756 0.61571123101748515 6.2888596728444082 3.242133756633848 0.7664663343457504 9.4375027409841987 3.8117729409350423
leaf_count=2981 44 3 295 72 29 77 58 147 20 9 20 1 43 1 43 147 17 48 118 12 32 25 62 20 10 32 48 51 83 85
internal_value=0.000790728 -0.0148308 0.00189765 -0.0106738 0.000940012 0.0150098 0.000741386 -0.0210589 -0.0092392 0.00109511 -0.0325066 -0.0124944 -0.0413013 0.00438806 0.0290887 0.00405302 0.000829359 -0.0156876 -0.047692 0.00112788 0.000602339 -0.0391731 0.0113463 -0.0146944 -0.0584255 0.0231389 0.0337688 -0.030442 0.00131471 0.000719634
internal_weight=361.876 3.42547 2.75545 2.35411 358.45 4.9899 353.46 5.64363 4.65934 347.817 2.73419 2.00327 1.56141 0.709774 4.40055 2.03433 345.378 6.13142 3.09456 339.246 322.652 5.67701 16.5943 5.17242 2.1624 11.4218 9.53099 1.89085 316.975 307.538
internal_count=4633 414 370 367 4219 296 3923 290 143 3633 123 103 102 59 267 224 3624 183 135 3441 3206 57 235 92 72 143 80 63 3149 3066
is_linear=0
shrinkage=0.0728446


Tree=687
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 2 0 2 2 2 1 2 0 2 1 1 2 1 1 0 0 0 1 2 0 1 2 2 1
split_gain=0.893285 2.42496 6.76791 4.65947 2.12975 1.7928 1.32507 2.53435 2.60246 4.3052 2.38227 1.75843 2.96604 1.85169 1.47385 1.39598 1.26371 1.1623 2.10442 2.71823 4.22603 1.99053 2.50393 1.85803 1.51765 3.4399 1.62688 1.58577 1.30971 1.43608
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.37323732825000006 0.48185683060000012 41.319407281650008 0.48368312325000012 43.157831852650006 42.783136484500005 42.546237522150008 0.35986946500000005 35.771221912400001 0.48458129995000004 39.852039223600009 0.34554354660000003 0.34650160175000005 41.965446242000006 0.35585760905000008 0.34515433670000012 0.47976108500000009 0.47943175355000006 0.47847369840000004 0.35696536035000009 42.686561923500008 0.47568935060000012 0.34542378970000004 42.720329370750001 41.489621506400006 0.34554354660000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 17 11 10 9 15 -8 13 -13 -7 -15 -9 -17 18 19 20 21 22 -1 -20 25 -19 -27 -26 29 -21
right_child=4 3 -4 -5 -6 6 7 8 -10 -11 -12 12 -14 14 -16 16 -18 24 23 28 -22 -23 -24 -25 27 26 -28 -29 -30 -31
leaf_value=0.0001053409901448919 -0.0025782385009663947 0.0014509255787515875 -0.0029676886196837848 -0.0011126704854477957 3.9201936716050124e-05 0.00036219839573392002 0.00014292284613185173 -0.00090119245611092983 0.00083695307767017832 -0.0025404178963088402 0.001811387531586136 0.0013127666783566601 -0.00059850728811339888 0.00037504289173305065 0.0018415951362910638 0.00097360869857910585 -0.00029087470397373916 0.00069240258446189148 -0.0036103730454643858 0.00077473565862053813 -0.0023762875093784057 0.001351665977866655 -0.0017687386220079039 3.9667555456655143e-05 0.0019290693552823542 -0.0024942782778297756 -0.00078433561077202502 -5.9664426567152657e-05 0.0012471290219049688 -0.0002559601463718341
leaf_weight=28.270058197784241 1.2026161961257447 13.249059353023769 2.6484769936650983 3.43188462127 193.37793639152551 9.9769557267427462 7.3298583999276143 5.8920189440250494 7.7190845459699622 3.3286283016204825 5.9698548018932343 4.9924923591315737 8.3307212814688665 3.5312788635492316 10.375762164592741 5.3730995208024961 6.9939628578722477 4.3697403495898461 1.0266459606937126 14.717411593766885 2.875901147723197 4.2639359757304183 3.0352669171988955 1.1223688466707242 1.6000510901212681 3.4128893641754967 5.7321073841303587 42.136371525266441 10.529927257448433 8.0346387873869372
leaf_count=406 17 63 22 40 2713 39 26 37 28 26 63 21 43 25 60 18 35 59 11 73 16 14 30 34 4 52 49 506 51 52
internal_value=0.000120833 0.000203482 0.00014725 0.000923499 2.30247e-05 0.00018636 0.000418058 0.000181963 -0.00014019 -0.000489585 0.000891848 0.000688414 0.000117688 0.00100678 0.00146921 -0.000115718 0.000258504 4.5331e-05 0.000207842 0.000265124 -9.00282e-05 9.4824e-05 -7.63639e-05 -0.00170406 -0.000164371 -0.000738673 -0.00142248 1.30913e-05 0.000675373 0.000410757
internal_weight=424.851 230.27 213.59 16.6809 194.581 210.941 79.8137 42.6065 29.3068 21.5877 13.2997 37.2072 13.3232 23.884 13.907 18.2591 12.3671 131.127 73.8762 71.7271 38.4452 35.5693 31.3053 2.14901 57.2512 13.5147 9.145 43.7364 33.282 22.7521
internal_count=4633 1903 1800 103 2730 1778 421 233 144 116 89 188 64 124 85 90 53 1357 687 642 466 450 436 45 670 160 101 510 176 125
is_linear=0
shrinkage=0.00196078


Tree=688
num_leaves=31
num_cat=0
split_feature=0 1 2 1 1 0 2 2 2 2 1 1 0 1 0 2 0 1 1 0 2 0 2 1 1 2 0 2 2 2
split_gain=0.159762 0.354449 0.539935 0.151183 1.71022 0.760145 0.821456 1.55177 2.33067 1.03778 0.724888 1.18245 0.685336 0.622094 0.765057 2.55329 1.95264 1.4321 1.29575 2.18818 1.85069 0.793176 1.749 1.35805 0.916963 0.674656 1.63912 1.31528 0.699484 0.661687
threshold=0.39587138110000003 0.30609861980000008 44.952171034750002 0.39563186730000005 0.39995808510000008 0.5218855723000001 36.558960102350007 43.61821939175001 43.663128814500006 49.960114208400007 0.39431454150000006 0.39170982905000007 0.53146612375000013 0.40115565405000009 0.5380527529500001 43.968221017800005 0.53866650695000018 0.41861022125000008 0.4172030777500001 0.53938504835000012 37.765550062200006 0.54504356155000011 40.636252116050009 0.41917906650000009 0.41997245590000004 38.396531328800009 0.55877069550000014 38.911218973650008 37.995872310650007 44.131787411600008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -7 -8 -9 -10 11 -2 -13 -6 15 -15 -16 -17 19 -18 -21 22 24 -23 -20 26 -25 -27 -28 -19
right_child=3 -3 -4 4 13 6 7 8 9 -11 -12 12 -14 14 16 17 18 29 21 20 -22 23 -24 25 -26 27 28 -29 -30 -31
leaf_value=-0.068956218482372017 0.0016577805228219094 -0.075112546910421157 0.052482386997845493 0.032723791014519825 0.031698239889466656 0.009366361700283635 -0.076099011031380961 0.096573937592582509 -0.081014626726514674 0.033269112367144027 0.025783908522914064 -0.071397978357380751 -0.0026823081018388251 -0.064508819228598205 0.045423484420862394 0.030336477849825728 0.016448442887367909 0.034032239275648871 0.015970005241877857 0.0016134228236996087 -0.082560615588597855 -0.088570057118426249 0.03600125760640905 -0.094155553890571592 -0.023204232476788919 0.042722754778263504 0.0066999604528762786 -0.00053287497251487768 -0.072286624668679869 -0.078764542292331721
leaf_weight=0.26436869408644159 237.47363459207554 0.38756597693281947 0.40129982447251678 0.74356392165645857 2.7980594963300964 1.3336324151605365 3.4738498865626752 0.67734077665954862 1.2067172657698391 0.48485715128481377 5.3250720822252324 1.5301741538860363 1.0761476347688583 3.2635835066903365 4.2750000227242699 3.8172226967290044 3.3143745288252813 0.29875496588647343 5.0696194507181662 1.7602029524277893 3.2115876226453111 0.76575758727267285 8.6601992249488813 1.10595015058061 5.3415561635047197 3.2411054782132842 3.641304953942381 54.772651099243376 0.56358828102383984 0.93459128373797284
leaf_count=130 2015 50 8 5 16 13 110 2 101 8 35 84 23 62 16 52 11 4 18 28 58 16 45 40 31 40 371 1121 33 87
internal_value=0.000707338 -0.0249515 0.00425333 0.000782373 -0.00119439 -0.0307767 -0.0373562 -0.0480208 -0.00684597 -0.0482574 0.00170674 0.0011727 -0.0430253 0.00099862 0.000172959 -0.0190247 0.0018404 0.0103663 -0.00019702 -0.0250773 -0.0527598 0.00228203 0.0140941 -0.00123288 -0.00412872 -0.000176751 -0.0226847 0.00188373 -0.00388673 -0.0514416
internal_weight=361.213 1.05323 0.665669 360.16 114.755 7.91996 7.1764 5.84277 2.36892 1.69157 245.405 240.08 2.60632 106.835 104.037 8.31415 95.7229 5.05057 91.4479 8.28617 4.97179 83.1617 19.0714 64.0904 10.4112 63.3246 5.31084 58.0138 4.20489 1.23335
internal_count=4633 188 138 4445 2288 239 234 221 111 109 2157 2122 107 2049 2033 205 1828 143 1812 97 86 1715 94 1621 49 1605 444 1161 404 91
is_linear=0
shrinkage=0.0659776


Tree=689
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 0 2 1 1 0 2 2 2 0 0 0 0 2 0 1 1 1 1 2 0 1 1 1 1 1
split_gain=0.155518 1.74455 0.4715 0.784932 0.632282 1.35149 1.56947 1.35622 0.451439 1.1465 2.16716 0.900021 0.874088 0.72846 0.684853 0.82865 0.689627 0.828478 0.594933 0.603294 1.15529 1.05547 0.850846 0.532203 1.22191 1.16539 2.19603 2.63984 1.44241 2.27057
threshold=42.081757894750005 42.027798546600003 42.477827694800006 42.498713093000006 0.39500314360000005 0.50035927070000008 42.243697547450004 0.34542378970000004 0.32467590790000006 0.47396784530000008 39.065416244600009 39.476991512000005 35.771221912400001 0.43486721955000007 0.47500074850000013 0.47697673720000006 0.47774018740000007 41.362929270750008 0.46898296455000005 0.34007963835000005 0.33400197600000009 0.34269932035000011 0.34377713240000007 41.319407281650008 0.47943175355000006 0.34458549145000011 0.34569324270000007 0.34587287805000005 0.41997245590000004 0.42926858475000007
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 -2 -8 11 10 18 12 -1 -13 -11 -16 17 -17 19 20 -10 -21 -23 -18 -25 -26 -27 -28 -29 -30
right_child=2 -3 3 -5 -6 -7 7 -9 9 14 -12 13 -14 -15 15 16 23 -19 -20 21 -22 22 -24 24 25 26 27 28 29 -31
leaf_value=0.021441195501432149 0.018122244426677547 0.04062923535019991 0.047975834029933766 -0.0003405055203389533 0.0083085366067291895 -0.073427831741706348 -0.088569988429122351 -0.011049703985698616 -0.056950051989186887 0.041244485669915072 -0.089221421642273535 0.011204813224926471 -0.094310511418569679 0.080312549404307543 -0.032568072729576771 -0.0004827720542962768 0.0022796183524697584 0.038680674357964795 0.041033749300475271 -0.13272056314220748 0.059250704632066047 0.028378775887482655 -0.081793323362179607 0.023690658396242747 0.044868574577847868 -0.058031482350938739 0.046276536003728212 -0.035117517211010724 0.058210211910915799 -0.023843007283367239
leaf_weight=0.86923787741397862 5.1766514738847054 5.9889660044427719 1.8141472181450797 108.01091023357731 5.5307779923896296 2.1776968836784354 1.8512248993793035 3.3914643572643399 0.74985563407972122 2.2534747123718253 2.1619649174390361 1.6811732045171084 0.57527939369902015 1.5607780367136002 3.8600151874124995 5.8037008196115476 159.6594206071486 5.6630110889673233 1.2609731971751896 0.52474132506176863 1.1507583665661512 0.97919771075248696 0.59981506285112118 5.6088960766792288 1.7221336439251924 5.535166963934901 4.0727836638689068 11.179177253041418 2.7995789349079123 4.9600459579814924
leaf_count=35 36 36 17 1829 76 35 39 26 39 18 123 48 49 7 42 25 1687 20 6 7 18 3 79 39 5 39 14 100 19 117
internal_value=0.000698701 0.00182628 -0.00133892 0.000457609 -0.012223 -0.0212374 -0.0103294 -0.0384226 0.000794501 0.000319103 -0.0278147 0.0231667 -0.024657 0.0444755 0.00129959 0.000872704 0.00149628 0.0188587 -0.00260097 -0.0163415 0.0134056 -0.0432163 -0.013472 0.000478107 -0.00753878 -0.0133257 -0.0168363 -0.00692733 -0.0183688 0.0057608
internal_weight=359.173 231.22 127.953 109.825 18.1278 12.597 10.4193 5.24269 225.231 220.545 7.42731 4.68647 1.44452 3.24195 213.117 210.864 207.004 11.4667 5.26534 4.00437 1.90061 2.10375 1.57901 195.537 35.8778 30.2689 28.5468 23.0116 18.9388 7.75962
internal_count=4633 2575 2058 1846 212 136 101 65 2539 2400 275 139 84 55 2125 2107 2065 45 152 146 57 89 82 2020 333 294 289 250 236 136
is_linear=0
shrinkage=0.0728446


Tree=690
num_leaves=31
num_cat=0
split_feature=0 1 0 2 0 2 1 1 2 0 2 1 1 1 1 1 2 2 0 1 1 1 2 2 2 2 0 0 1 1
split_gain=0.17462 0.804415 1.20412 0.909977 1.93183 1.24016 0.949417 1.53554 1.18418 1.44947 0.873041 0.75331 0.587897 0.548939 1.00455 1.6754 1.14266 2.66526 0.532955 0.583089 1.98994 2.00803 3.42244 1.97629 4.73408 0.636348 1.51472 1.67248 2.50985 1.60002
threshold=0.48104847160000008 0.3584174126500001 0.49688632075000011 41.319407281650008 0.48458129995000004 39.852039223600009 0.34494476210000008 0.34521421515000011 41.741384785950011 0.48149755995000004 39.354247760400007 0.34554354660000003 0.34626208795000007 0.34548366815000003 0.3459626957000001 0.34584293880000011 43.157831852650006 42.620627117000005 0.49820364660000011 0.36880632320000012 0.37227927305000003 0.37644082515000005 38.238138001450004 36.952388736350009 43.118479346150004 38.621016321050007 0.52507409960000018 0.52252926560000013 0.38334181610000007 0.39019789825000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 4 11 -6 -5 -8 -9 -10 -3 -2 -7 -11 15 -15 17 -16 -4 23 -21 22 -22 -20 -25 -23 27 28 -27 -30
right_child=1 2 18 6 5 12 7 8 9 13 -12 -13 -14 14 16 -17 -18 -19 19 20 21 25 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.0016687747396038461 0.01434604281422212 -0.0072548439581069076 0.031885761429424536 -0.023796073821717337 0.0029629681909669079 0.03138498056509436 0.045863913534226766 -0.023560259493434925 0.04047053600605878 -0.025145982901787104 -0.072416264527466911 -0.019056029055465509 0.068373515457744213 -0.0025459210125472836 0.0059058174470963702 0.057716101787137375 0.019976964747818019 -0.0597095012137649 0.0037219233141126246 0.033170234196898303 0.04233478667520723 -0.007500156899336253 -0.070952522041666979 -0.10140697629214908 0.031292831755255726 0.034834682084764639 -0.00069096575168633599 0.040703081322947039 -0.047224169215349332 0.0099562252249485329
leaf_weight=101.80760897119762 6.4159669801592845 1.7200415665283793 2.0836581741459659 4.9599540997296563 2.7958466969430429 2.9802301004528999 3.4820167720317832 6.167601764202117 4.4257063865661648 2.8234760165214565 1.5924183330498634 4.7076291367411613 4.1128725279122591 4.2817143797874477 7.5379075370728987 3.2740164250135422 5.2867216086015096 3.7172510996460915 9.3375690616667253 7.2449751626700154 1.4909953325986851 31.865672639010427 3.8200397938489914 2.6616901941597453 1.8207089998759327 6.1283128769136983 102.93967451029675 8.0295558908401272 4.0271939188241959 3.8487924197761458
leaf_count=1320 28 10 14 28 25 23 11 40 21 17 42 21 40 24 31 61 29 26 43 45 7 693 55 26 23 36 1723 88 27 56
internal_value=0.000552217 0.00143692 -0.000683023 0.00740755 0.0183398 0.0387331 0.00240903 0.00557946 0.00184033 0.00683799 -0.0385803 0.000209916 0.0528325 0.00130895 0.00440863 0.0235666 -0.00434201 -0.015765 -5.56029e-06 -0.000368252 0.000653594 -0.00079927 -0.0391488 -0.0128933 -0.0475055 0.000499357 0.00253907 0.0176294 0.00439982 -0.0192816
internal_weight=357.388 255.58 188.611 66.9689 21.0125 9.88895 45.9564 40.9964 37.5144 31.3468 3.31246 11.1236 7.0931 26.9211 24.0976 7.55573 16.5419 11.2552 185.299 183.215 169.395 162.15 5.31104 13.82 4.4824 156.839 124.974 22.0339 14.0043 7.87599
internal_count=4633 3313 2888 425 137 88 288 260 249 209 52 49 63 188 171 85 86 57 2836 2822 2730 2685 62 92 49 2623 1930 207 119 83
is_linear=0
shrinkage=0.0634156


Tree=691
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 1 2 2 0 0 0 0 2 2 1 2 2 2 0 2 0 1 1 2 2 0 2 1 2 1
split_gain=0.162778 1.33691 0.653315 0.617656 3.37108 1.20868 2.30038 2.67516 2.30764 1.94696 1.28076 1.0821 2.10229 1.68874 0.809714 0.928888 0.736432 0.680113 0.624613 0.622834 1.81575 2.31223 2.14613 1.10842 1.93329 1.4999 0.796998 0.587522 0.546368 2.26149
threshold=0.48185683060000012 0.34458549145000011 0.48149755995000004 40.165165956550005 39.955516828000007 0.3453339720000001 42.154118731400011 42.686561923500008 0.48104847160000008 0.47757552170000012 0.48032993025000009 0.47774018740000007 42.720329370750001 44.749265482150008 0.34527409360000011 41.243661560350013 39.571921479100006 40.250747516500006 0.47787491390000009 41.529896397300007 0.47721625100000004 0.32467590790000006 0.34479506600000004 41.873095646600007 42.498713093000006 0.47500074850000013 48.96897326980001 0.34560342505000002 43.968221017800005 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 18 9 11 -8 14 12 -9 -14 17 -16 -1 -5 -7 20 21 -19 -22 -21 25 -25 28 -20 29 -26
right_child=1 -3 -4 5 -6 6 7 8 -10 -11 -12 -13 13 -15 15 -17 -18 19 27 23 22 -23 -24 24 26 -27 -28 -29 -30 -31
leaf_value=0.0024999426600030169 0.045410450264341491 0.00089904825905028855 -0.029283201489321314 0.039022707240463569 -0.093152617341137348 0.0397754346078356 0.0068608666196771292 0.069562331497002819 0.057795427425246959 -0.07905920785048999 -0.043766721363749858 0.010374945736933854 -0.071742980246641802 0.0045720029689521437 0.0042678787434256172 -0.066981355336726001 -0.027034277355480342 0.00098857846594660264 0.00087384265276796056 0.02838878864768974 0.033200832684525269 -0.10348359463729806 -0.025688030442936795 0.0084106461203386825 0.011359210952867529 -0.079852752728070575 -0.018470468661722545 0.026862503711607106 0.018692668815414419 -0.07940396336297588
leaf_weight=16.134594198840212 2.4339708574116221 240.89669676454787 2.9244645214639595 1.5149329900741566 1.601370105287059 6.1739290044643012 1.4734973357990409 0.71187645196914484 2.5908837150782338 2.6100364159792662 2.8158366354182354 7.36424545571208 2.593517697067 1.7236169483512638 1.2028379593975835 1.4305410529486833 3.7077210382558397 1.4575676846725394 5.0993029922246915 5.0525605598231804 3.9519577883183938 1.5729002234293146 5.0134847164154053 1.0833914435206708 6.3727095555186741 1.8816434666514394 4.562413102015852 7.9479689598083496 10.034566172049379 1.1585336891002951
leaf_count=297 10 3250 17 6 16 42 15 2 14 40 17 39 75 69 17 28 23 28 26 34 16 87 36 40 135 38 43 45 111 17
internal_value=0.000477178 0.00134428 -0.00141069 -0.000661759 -0.00974981 0.00156814 0.00952677 -0.00517942 0.00650544 -0.0480559 -0.00463738 -0.00421704 -0.0255849 -0.0412742 -0.00225713 -0.0344371 -0.0030188 -0.000316024 0.0241155 -0.00173019 -0.0132467 -0.0532355 0.00027012 0.00285258 -0.00228917 -0.0476023 0.00378249 0.0167053 0.0095623 -0.00260292
internal_weight=355.094 243.331 111.763 108.838 21.4437 87.3948 38.2889 19.0677 14.9841 4.08353 49.1059 12.3933 5.02901 4.31713 46.29 2.63338 19.8423 43.6567 19.2212 42.1417 11.9959 3.03047 8.96544 30.1458 25.0933 2.96503 22.1282 13.0473 17.5658 7.53124
internal_count=4633 3260 1373 1356 336 1020 367 254 199 55 653 185 146 144 636 45 320 591 113 585 167 115 52 418 384 78 306 71 263 152
is_linear=0
shrinkage=0.0597579


Tree=692
num_leaves=31
num_cat=0
split_feature=1 1 1 2 2 1 1 1 1 2 0 1 1 0 0 1 1 0 2 2 1 0 2 0 2 0 1 1 1 1
split_gain=0.150763 0.345784 0.399221 0.50202 0.148486 0.219231 0.243768 0.317401 0.380478 0.218659 0.438852 0.854248 0.505159 0.5905 0.407651 0.205963 0.144745 1.99055 0.46392 0.70141 0.646507 0.89988 1.37789 0.518244 0.377195 0.452425 0.719534 0.208856 1.3868 1.37719
threshold=0.50634711535000021 0.51869704500000013 0.58454836680000011 48.109449608500007 32.724174661450007 0.38045268105000002 0.38512319990000005 0.38906020780000011 0.40206880030000008 34.823977857500005 0.49405706415000006 0.36618664115000005 0.38976377950000002 0.54450465555000005 0.56748300950000019 0.31753540315000006 0.34007963835000005 0.46735127690000006 48.96897326980001 48.823707093150006 0.31118828780000007 0.41160444300000004 41.909642283050012 0.3733870243500001 39.476991512000005 0.45798030000000006 0.32012514595000008 0.35585760905000008 0.35210023650000005 0.35696536035000009
decision_type=2 2 2 2 2 2 2 2 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 15 -7 -8 -9 10 -6 -12 -13 -14 -15 -1 17 18 19 20 23 -22 24 -11 25 26 -23 28 -18 -29
right_child=1 2 -4 -5 9 6 7 8 -10 16 11 12 13 14 -16 -17 27 -19 -20 -21 21 22 -24 -25 -26 -27 -28 29 -30 -31
leaf_value=0.01572345362067594 -0.078201784530954915 -0.06980392986080651 -0.074281295760286747 0.039086858907568973 -0.019974464531696063 0.070177972263536267 -0.092110860420295926 0.074623363197428808 -0.071285338884084115 0.0095174221907261703 0.074112652583354671 -0.034136513382427493 0.047787357771096689 -0.08082150676460971 0.014101911764488852 -0.076710403250655826 0.0016039071312981071 -0.1042512798217254 -0.019031172104556331 0.038572109042518204 0.044654838978870334 0.012925445371937202 -0.075998357691038479 -0.073027200404333387 0.02497676943263942 0.022907252960801629 -0.08892140801493327 -0.063530508548487921 0.042035296825043512 -0.00015593562823192189
leaf_weight=0.15246875782031455 0.37244943610858072 0.25759285486310524 0.30145652753071761 0.88451519375666976 1.4206793325720344 0.18839200586080551 0.18958685919642448 0.21670812368392944 0.13772860373683216 0.56795738311485056 1.1809467226266859 1.0173921361565592 1.6342532504349949 0.33895698934793461 0.57446074024483096 0.44537886811303906 133.93882372457301 0.91377338371239503 4.5311119952239087 2.5687068700790396 2.1033070690464211 0.64047582028433703 1.1258702976629136 0.97125308777322061 2.7730096830055118 0.9651241861283778 0.66748444177210331 1.629806444980203 4.1202937464695415 186.52914093701838
leaf_count=14 153 262 115 24 36 3 2 1 90 16 8 8 9 13 51 74 1005 27 40 10 14 33 51 179 26 11 9 13 44 2292
internal_value=0.000494526 -0.0192327 -0.00401829 0.0145275 0.000596434 -0.0222937 0.00288282 -0.0204211 0.0179255 0.00068338 0.0134948 0.0235135 0.00675231 0.0230809 -0.0211229 -0.053137 0.000453748 -0.00556896 -0.000237778 0.00663888 -0.00171888 0.00587926 -0.00733484 -0.0425688 0.00798518 -0.0127434 -0.0390495 0.000782894 0.00281056 -0.000704877
internal_weight=353.359 1.81601 1.44356 1.14211 351.543 1.33026 0.732416 0.544024 0.354437 350.213 6.16669 4.74601 3.56506 2.54767 0.913418 0.597848 344.046 17.8281 16.9143 12.3832 9.81448 8.27527 6.17196 1.53921 5.04609 2.27308 1.30796 326.218 138.059 188.159
internal_count=4633 554 401 286 4079 184 96 93 91 3895 125 89 81 73 64 88 3770 416 389 349 339 144 130 195 79 53 42 3354 1049 2305
is_linear=0
shrinkage=0.0686431


Tree=693
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 0 0 2 0 1 1 1 2 0 1 2 0 2 2 0 0 0 1 0 0 0 2 0 2 0
split_gain=0.730724 1.69373 1.0374 2.237 2.65856 2.01274 3.48233 1.75408 1.97284 0.970888 1.43708 1.93572 2.34265 2.82993 2.8721 2.75094 2.15695 0.998555 2.19535 2.16191 2.35529 1.53956 1.9822 1.34511 1.32462 1.93894 1.6614 1.63911 1.11003 1.21708
threshold=0.52324780695000006 0.38045268105000002 0.39078171310000004 0.39019789825000006 0.38906020780000011 0.5195503128500002 0.51657136015000005 40.300545846000013 0.5116313883000001 0.38512319990000005 0.39995808510000008 0.3975479776000001 41.404176814550006 0.52688542260000015 0.39048232090000007 47.74983977685001 0.52468488970000016 40.806664626150003 40.890797847750008 0.53499895210000015 0.54191491270000014 0.55688452445000014 0.43220262865000009 0.54353163080000011 0.54413041525000005 0.54450465555000005 40.636252116050009 0.57559653900000007 41.542492784600007 0.55484865720000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 5 6 -1 -4 -9 -3 11 12 13 14 -11 16 -14 19 -19 -12 -21 28 -23 -22 -25 -26 27 -27 -20 -30
right_child=1 9 7 -5 -6 -7 -8 8 -10 10 17 -13 15 -15 -16 -17 -18 18 21 20 23 22 -24 24 25 26 -28 -29 29 -31
leaf_value=0.00018007696791192814 -0.0017096291728314705 0.0014026457744237993 -0.002718806087457025 0.0013559213028179345 -0.0014143380933173682 0.0012454661370230333 -0.0020709431216903453 -0.002221530179793256 0.0013252183280085834 0.0003690624032545377 -0.0023870944412628832 -0.0015834763457217777 0.00070479095786959729 0.00099085079490856707 -0.0024812825912711779 0.0004629589154843123 -0.0025369025304429766 0.0015034765539210966 -0.00021347475481884456 0.00070041476635265788 -0.001507830670392674 -0.0026425804442882788 -4.1743517158534526e-05 0.0012363103293268594 -0.0033530351916826514 7.0586188212783119e-05 -0.0019481047439296208 -0.0014166708408553006 0.00051773303361605616 0.0019809621987187855
leaf_weight=225.74530897605291 2.1947281346656373 1.9422289058566082 1.274520892184227 6.1428952869027844 4.0663334783166638 6.6824303758330634 2.6735243094153693 0.92881133372429792 1.7187040255375903 3.3561811894178453 1.5569166769273568 4.4574549812823525 0.98001651093363573 8.878376813605426 2.2841383786872029 3.0150890997610986 4.0517844231799245 4.9555940168211228 7.2200587838888159 12.430754067376254 3.1563951671123496 1.1640191158512596 35.073737663944485 2.3942406550049773 0.76810259185731311 26.935576318122916 1.9637800477503322 3.1860024448578761 22.589616111974468 2.4196017459034911
leaf_count=1987 27 8 27 23 26 36 23 51 24 13 23 101 5 49 49 43 160 28 34 50 16 40 775 9 7 262 27 485 213 12
internal_value=0.000105586 7.95408e-07 0.000171586 0.000187581 0.000157573 0.000184761 0.00015373 -0.000828881 8.09346e-05 2.50487e-05 7.54246e-06 -0.000402712 -0.000169471 0.000300867 -0.000785231 -0.00101808 -0.00190554 9.56589e-05 0.000243218 -0.000111133 -4.14275e-05 0.000152002 -0.000125287 -0.000281549 -0.000171737 -0.00027435 -0.000200649 -8.67231e-05 0.000463778 0.000659298
internal_weight=406.207 156.974 249.233 245.31 239.168 235.101 228.419 3.92204 2.64752 154.78 152.837 27.023 22.5656 14.5187 5.64032 8.04689 5.0318 125.814 73.4226 52.3918 50.8349 68.467 36.2378 38.4041 35.2477 32.8535 32.0854 30.1216 32.2293 25.0092
internal_count=4633 2436 2197 2095 2072 2046 2010 102 75 2409 2401 420 319 111 62 208 165 1981 1102 879 856 1074 815 806 790 781 774 747 259 225
is_linear=0
shrinkage=0.00196078


Tree=694
num_leaves=31
num_cat=0
split_feature=1 1 2 1 2 2 2 0 1 1 0 2 0 1 1 1 1 2 0 2 0 1 1 1 1 2 2 2 0 0
split_gain=0.145474 0.450335 1.1399 0.401903 0.792129 0.704391 0.315547 0.367087 0.220028 1.11903 0.505183 0.486312 0.40068 0.369662 0.724719 0.313822 0.270084 0.248794 0.934337 0.907836 0.443511 0.550645 0.502564 0.503262 0.591298 0.220603 0.752587 0.473579 0.504237 0.689294
threshold=0.31100865245000009 0.31753540315000006 48.914776625700007 0.31060447290000009 49.247968080500009 48.823707093150006 36.952388736350009 0.3733870243500001 0.32467590790000006 0.33400197600000009 0.45350438610000005 42.081757894750005 0.46482141255000003 0.35027394390000005 0.36042334060000009 0.34007963835000005 0.34269932035000011 49.064150740050003 0.55688452445000014 48.914776625700007 0.55877069550000014 0.48522499325000007 0.48616807880000007 0.4995808509000001 0.50491003265000012 48.393869453650005 47.927946529500012 46.095286511800005 0.54191491270000014 0.48634771415000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 -8 11 -10 15 -3 13 -12 -15 -11 -14 19 -19 25 -20 -22 -23 -24 -25 26 27 -18 29 -29
right_child=1 8 -4 -5 -6 -7 7 -9 9 10 12 -13 16 14 -16 -17 17 18 20 -21 21 22 23 24 -26 -27 -28 28 -30 -31
leaf_value=0.070788633450909369 -0.0042719670201490307 0.032710661783799048 -0.09038259587154579 0.029351195408629818 -0.075866362107288893 0.074214133635297885 0.0086272939952864759 -0.071347683111088134 -0.059995341751548269 0.0037683970955500311 0.058544952520189993 -0.010661839337948795 -0.021143315774480261 -0.072411641588690207 0.034045693026953754 -0.07305585341054889 0.00087200692494162171 -0.078052561259427 0.074619929552872624 0.045387469187625921 -0.071460255651809787 0.037607633064060383 -0.074122932307316119 0.033969539110587858 -0.070090462724743952 -0.020099128938796739 0.034109439087024095 0.0050167014031114211 -0.0017055459794760584 -0.076768029790092659
leaf_weight=0.17206830531358663 3.7571800329023963 2.9617178471526122 0.89734189957380284 2.8497779201716185 0.6168148424476384 0.61233410239219654 0.57069950178265549 0.51398413890274242 1.4388804294503632 0.38779397122561821 1.0714888591319316 2.0690418148878962 2.6678056223317972 0.40817986539332185 1.1508117767516521 0.70788492367137223 312.83913834585337 0.89342905316880106 0.34018789138644967 2.1581624913960686 0.53741450171219218 1.2384516745805743 0.54726914002094407 0.91206013783812501 0.35840240202378482 2.3807828724384299 3.1783701656386247 0.77379952371120397 2.810428615193814 1.3036071106325833
leaf_count=2 88 34 13 18 14 3 16 160 89 16 9 18 25 70 10 163 3374 99 3 19 59 9 56 8 73 24 34 5 74 48
internal_value=0.000507473 0.000334905 -0.0208732 0.0117558 -0.00841512 0.0138444 -0.0155699 -0.0292693 0.000622586 0.000410557 0.000668727 0.0148725 0.000820667 0.0275058 0.00617271 -0.0458654 0.000609833 0.000785547 -0.0146838 0.001015 -0.000291644 -0.00738315 0.00388449 -0.0190917 0.00461381 0.000718781 0.000873228 0.000540751 -0.0206608 -0.0463046
internal_weight=353.125 347.79 4.65452 5.33568 2.4859 1.86909 1.25675 1.08468 343.135 338.104 336.665 5.03076 335.57 2.63048 1.55899 1.09568 332.939 330.272 4.82721 325.444 3.93379 3.5936 3.05618 1.81773 1.27046 323.286 320.905 317.727 4.88784 2.07741
internal_count=4633 4420 101 213 195 181 178 176 4319 4267 4178 52 3999 89 80 179 3910 3885 307 3578 208 205 146 137 81 3559 3535 3501 127 53
is_linear=0
shrinkage=0.0686431


Tree=695
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 0 2 2 0 1 0 2 2 0 0 1 2 1 1 0 0 0 2 0 2 1 2 2 2
split_gain=0.860954 1.88562 4.80521 3.50222 1.32734 1.04255 1.36143 1.13716 1.77786 3.4898 1.60321 4.16864 2.33114 2.21468 1.90632 2.60548 1.66813 1.47992 1.01276 1.00471 1.64048 1.31707 1.48912 0.984391 0.934704 2.71274 1.23288 1.0744 1.08199 1.15957
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.37407562650000009 0.50101793360000013 0.48185683060000012 41.976795488650005 42.686561923500008 0.47568935060000012 0.34515433670000012 0.47976108500000009 40.21994457600001 39.571921479100006 0.47943175355000006 0.47847369840000004 0.3459626957000001 42.720329370750001 0.34542378970000004 0.34458549145000011 0.47736594710000008 0.47757552170000012 0.47736594710000008 39.262923716450011 0.47774018740000007 43.564719632750005 0.34542378970000004 44.131787411600008 48.109449608500007 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 2 5 23 -2 6 7 10 9 -9 11 14 13 16 15 19 -12 -10 -11 20 -1 22 -21 -3 25 -19 -26 -27 29 -29
right_child=4 3 -4 -5 -6 -7 -8 8 17 18 12 -13 -14 -15 -16 -17 -18 24 -20 21 -22 -23 -24 -25 26 27 -28 28 -30 -31
leaf_value=0.00018300076913207363 -0.0013685419996844886 0.00047636085010069773 -0.0026203758273945269 -0.00088490724643740042 3.7682664679583789e-05 -0.0011118825889540585 0.00040740645342978468 0.00070280636279876569 0.0019227532668838387 -0.0025451860703921861 0.0015758182394528272 -0.0023023333109906691 0.0008055504734577598 -0.001618038085430102 0.0013485709682667089 -0.0017798688285388916 -0.00076017755477875441 -0.0016178323783727375 -0.0010629064447951417 -0.00053426574913525461 0.0019172413456692099 -0.0015881522032996566 0.0016558542229029246 0.0017094249091810663 -0.00026510800114239646 0.0010986552262342323 0.00084184178626737886 -0.0023997880049670384 0.00018205872394964033 -0.00031043951986154615
leaf_weight=15.873962360201412 2.615721132606267 3.5023304298520079 2.3830406607012256 3.4571021934971204 192.58473672122454 2.3718862980604163 73.616573732346296 3.8889145928842463 1.5535753667354573 2.6828012149780989 2.4815993038646393 2.9196236953139296 27.168540014419705 3.3369881432736292 4.3671851456165305 2.9738205447792998 2.2326937573670875 4.6378852412599398 5.2209804095327854 4.0716168692160846 2.4162796139717093 2.5355854108929634 1.6885965466499326 8.6047485638409835 7.0145569625310591 3.1528213294222978 8.6245784778147918 1.4371544701280097 11.363996051251886 3.5289926168043166
leaf_count=276 33 13 22 40 2697 18 403 56 4 42 12 16 149 22 14 30 49 145 48 108 7 13 5 50 40 54 40 33 75 119
internal_value=0.000113538 0.000197905 0.000147605 0.000855704 1.8839e-05 0.000180396 0.000195815 7.13739e-05 -0.000146336 -0.000817836 0.000231806 -5.41192e-05 0.000530939 -0.000395722 0.000139353 -3.92973e-05 0.000469488 4.53389e-05 -0.00156604 0.000155397 0.000412107 -0.000410587 0.000107764 0.00135272 -2.80189e-05 -0.000270096 0.000345346 5.07301e-05 -0.00015159 -0.000915077
internal_weight=414.309 219.108 203.544 15.5642 195.2 201.161 198.789 125.173 53.1063 11.7927 72.0665 36.8467 35.2198 8.05128 33.927 29.5599 4.71429 41.3136 7.90378 26.586 18.2902 8.2958 5.76021 12.1071 39.76 24.1208 15.6391 19.483 16.3301 4.96615
internal_count=4633 1903 1800 103 2730 1778 1760 1357 656 146 701 469 232 83 453 439 61 510 90 409 283 126 113 63 506 426 80 281 227 152
is_linear=0
shrinkage=0.00196078


Tree=696
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 1 1 1 1 1 2 1 2 2 1 1 0 2 1 0 2 2 2 2 2 1 0 2 0 1
split_gain=0.141117 0.695579 0.427792 0.449494 0.174885 1.25546 0.451402 0.632032 0.589041 0.570451 0.613666 0.422127 0.456422 0.335915 0.809508 0.280128 1.06881 0.973018 0.340017 0.515591 1.81096 2.49217 2.21997 1.9974 2.62276 1.57259 1.09161 1.02002 0.641073 0.567133
threshold=0.63528038085000016 0.49585341755000006 0.4985778869000001 48.109449608500007 0.60710757165000018 0.45824975300000009 0.46551001470000003 0.48616807880000007 0.46280051495000007 0.47447681205000009 39.032633164100012 0.50056884525000012 44.749265482150008 42.498713093000006 0.47634801355000006 0.4529056016000001 0.58249753000000004 37.817254840650008 0.44618424600000006 0.55131582885000008 40.00488309970001 41.243661560350013 41.835830569250014 42.320906304050006 43.521589032450009 0.43593006200000012 0.56579144335000009 38.536700832000001 0.56685428580000019 0.43349001525000008
decision_type=2 2 2 2 2 2 2 2 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 8 9 15 10 -8 12 -7 14 -11 18 17 -17 19 29 27 28 -23 -24 26 -26 -25 -21 -22 -1
right_child=1 2 3 -5 5 11 7 -9 -10 13 -12 -13 -14 -15 -16 16 -18 -19 -20 20 21 22 23 24 25 -27 -28 -29 -30 -31
leaf_value=0.00090079533241960619 -0.083078494841126518 0.073081450127869083 -0.076290403826739087 0.0058339363255345304 -0.089049983481148468 0.011915381308500452 0.0099647514142869112 -0.076691038511407059 0.036876794620030011 0.041014755439907222 -0.084788387707881593 -0.026443631756026494 0.063740500387222801 0.029742264180441715 -0.078290547901752813 0.0096021792283348482 0.015270593324791354 -0.07751761288982921 0.012140327084012879 -0.021308963364104087 0.011806712937910566 -0.098829777601053728 0.058217878391518423 -0.12141659798752986 -0.039877903361178517 0.065598349645465279 -0.034305984737125754 -0.087623205723392036 0.055061821144465749 0.037558981241582502
leaf_weight=293.20002372022282 0.63302835554350112 0.38341546058654818 0.43906871344279386 1.8178474209271369 0.55007261497666959 1.8195090107910803 0.61496740711299824 0.88636620052420756 2.3891249150037757 0.58769947737891948 0.88413345883600414 0.64355664005688584 1.7877243608236311 1.7414721930399535 0.62031734836637042 1.0615785975824104 3.0446595695102587 1.8939035520888863 13.600080485281067 3.0042081433930461 3.6574146002531078 1.6946194991469372 1.8982391571626047 1.429660661146045 1.3127176780835728 1.7499705669470129 1.6378370914608238 2.0850152764469385 3.6153825949877501 2.25666787479713
leaf_count=2908 44 3 295 72 29 67 41 147 9 8 41 182 18 16 37 17 48 118 124 110 19 18 12 18 71 13 25 37 22 64
internal_value=0.000555039 -0.0144995 0.00194257 -0.0101428 0.00069597 0.0145034 0.000503758 -0.0205209 0.000834112 -0.00932915 -0.0459184 0.0279037 0.0375996 0.0092676 -0.0202486 0.000578699 -0.0150203 -0.0462251 0.000861345 0.000378274 -0.0103578 0.00105666 -0.0230682 -0.0070766 -0.0272953 0.0203895 -0.0749054 -0.0484774 0.0333093 0.00118079
internal_weight=352.94 3.27336 2.64033 2.25692 349.667 4.80086 344.866 5.33496 339.531 4.44859 1.4991 4.25079 3.60723 2.94949 1.20802 337.142 6.00014 2.95548 331.142 317.542 22.0851 16.9958 9.72304 8.02843 6.13019 3.06269 3.0675 5.08922 7.2728 295.457
internal_count=4633 414 370 367 4219 296 3923 290 3633 143 82 267 85 61 45 3624 183 135 3441 3317 345 198 157 139 127 84 43 147 41 2972
is_linear=0
shrinkage=0.0728446


Tree=697
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 2 2 0 0 2 0 1 1 2 2 1 1 2 2 2 2 1 0 2 1 0 2 2 2
split_gain=0.733719 1.49268 0.955512 1.71933 1.82802 2.24327 1.85788 1.35588 0.992879 0.940842 1.03893 2.3664 1.50388 3.40624 5.12391 2.19818 1.59827 1.29525 2.04156 2.01682 1.18359 1.15004 0.917506 1.23061 0.892045 0.844105 0.772581 2.60367 1.05802 2.25217
threshold=0.38906020780000011 0.5116313883000001 0.39019789825000006 0.52324780695000006 0.52688542260000015 42.320906304050006 36.016191615950007 39.117456157700005 0.52432561900000019 0.47880302985000006 43.930205408700004 0.51017933595000009 0.37977904855000005 0.37227927305000003 37.892416320650007 38.751720283100006 0.36880632320000012 0.35986946500000005 35.476804824450006 38.238138001450004 45.044778924400006 38.621016321050007 0.35585760905000008 0.49820364660000011 41.600558339100012 0.38723391515000005 0.47787491390000009 39.571921479100006 40.300545846000013 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=9 -2 -3 7 5 6 -5 -4 -7 26 12 20 13 16 -15 -14 17 21 -19 -20 -12 -11 23 -23 -18 -13 -1 -28 -29 -30
right_child=1 2 3 4 -6 8 -8 -9 -10 10 11 25 15 14 -16 -17 24 18 19 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=8.433555979706417e-05 -0.0021365796147844182 -0.00078247657528475098 -1.7700621104690008e-05 0.00033040473863590062 4.6533100336215115e-05 0.0020139135068258465 -0.0025875349175955367 0.0014990333110543 -0.00062575870624397294 0.0013665441267121056 -0.00053196291281947265 -0.002679848405525819 9.0801671821459968e-05 0.0010388758420766943 -0.0020789275770887921 0.0014803716813379273 0.00056345016535442889 0.00075597282163450635 -0.00012903519390318439 -0.0018694173332047144 0.0011506055237475732 0.00028400410832717218 -0.00062982727360685095 0.0013807269104750615 0.001817582405922146 -0.00043100396879187854 0.0013864533398218783 -0.0022667429007823588 0.0011894740097372904 -0.0011954483153926118
leaf_weight=68.179142546345247 1.2400061858352263 5.472040679305791 3.8823592923581582 1.1342375632375468 140.77517542615351 1.0229755589971321 3.2221693694591522 5.4427625709795393 1.1795225359674075 3.9933763667941085 3.3386686742305738 1.8060114081017675 8.1221631243824977 3.1756736859679204 5.6007219739258289 9.4917739108204824 4.9479961208999139 5.2622444033622768 7.5353972613811475 3.8771793954074383 3.0996584347449243 89.640283448621631 3.9736021980643264 4.1141024716198435 3.8985658660531044 0.99538597837090481 2.3874726742506018 1.7745610326528538 2.034956291317938 6.0433929688297212
leaf_count=1047 65 31 23 8 2228 24 64 38 53 26 19 51 39 14 64 29 26 24 31 35 21 485 24 35 20 8 10 12 7 72
internal_value=0.000108181 6.54412e-06 2.29351e-05 5.10678e-05 -6.10348e-07 -0.00101246 -0.00182782 0.000867566 0.000600267 0.000176431 0.000262111 -0.000376463 0.000300516 0.000230706 -0.000950774 0.000839611 0.000312196 0.000252127 -0.000254413 -0.000720293 0.00027809 0.000335162 0.000293017 0.00033213 0.00111613 -0.00188079 2.90397e-06 -0.000450671 -0.000895828 -0.00059468
internal_weight=406.664 163.371 162.131 156.659 147.334 6.55891 4.35641 9.32512 2.2025 243.292 162.873 9.23972 153.633 136.019 8.7764 17.6139 127.243 118.396 16.6748 11.4126 6.43833 101.721 97.728 93.7544 8.84656 2.8014 80.4195 12.2404 9.85291 8.07835
internal_count=4633 2534 2469 2438 2377 149 72 61 77 2099 951 99 852 784 78 68 706 660 90 66 40 570 544 520 46 59 1148 101 91 79
is_linear=0
shrinkage=0.00196078


Tree=698
num_leaves=31
num_cat=0
split_feature=0 1 2 1 2 0 0 1 1 0 2 2 0 1 2 2 1 0 1 1 2 1 1 1 1 2 2 1 0 1
split_gain=0.168678 0.327362 0.488902 0.154049 0.372878 0.756006 0.471689 0.502625 0.398882 0.465656 0.381559 0.346865 0.460222 0.298975 0.204156 0.566284 0.801488 0.341573 0.880112 0.337484 0.257441 0.389608 0.836656 1.31485 0.387552 0.234088 0.613137 0.979453 1.53026 0.481235
threshold=0.39587138110000003 0.30609861980000008 44.952171034750002 0.31100865245000009 49.064150740050003 0.55688452445000014 0.55788748840000013 0.48522499325000007 0.48616807880000007 0.66718062335000017 52.834037000700008 50.189067467950004 0.47648274005000008 0.31060447290000009 47.927946529500012 45.700098835450007 0.37447980600000008 0.47721625100000004 0.38045268105000002 0.44922307715000004 47.74983977685001 0.37820723930000005 0.41808628485000005 0.43967246490000006 0.45218706025000005 45.044778924400006 44.578137159850009 0.4417083321000001 0.47648274005000008 0.46636328255000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 13 14 11 -7 -8 -9 10 -10 -6 -13 -2 15 25 -17 -16 -19 -20 21 -18 -23 -24 -25 26 29 28 -28 -5
right_child=3 -3 -4 4 5 6 7 8 9 -11 -12 12 -14 -15 17 16 20 18 19 -21 -22 22 23 24 -26 -27 27 -29 -30 -31
leaf_value=-0.076092622606242208 -0.01046969585492703 -0.082966920270753058 0.056362970406362158 0.0012984601827071799 -0.083964752784659646 0.0832371877763005 -0.075585302551947148 0.035402589112151703 -0.080326362893585856 0.043578204941181066 0.00093663889316884081 0.078249873790945862 -0.074862612701845785 0.028455752600344945 -0.0058061764009650439 -0.082041373283131852 0.036270891436230454 0.063789216560244624 -0.012802443183283708 0.022341429285660935 0.020791613927814218 -0.079002752285282654 0.074434787812148878 -0.083132169568618838 -0.014022392046912833 0.019183151727809707 0.063959326865365984 0.043042047105683719 -0.088265826007834558 -0.022446446985468004
leaf_weight=0.24676034230651467 1.6619121232652094 0.37620958654588321 0.36897004512138665 311.63391920977301 1.0901971288258199 0.32121297717094455 0.51235222583636675 1.1719442158937456 0.66827897599432595 0.44907423714175809 0.56650517779053189 0.18904069066047657 0.23202607188432012 2.8299884656444192 4.5270595513284189 0.96526506845839222 0.60608751326799382 1.8114891462028024 2.7630035607144237 3.0509927291423082 1.1357395704835651 1.1386744079645725 0.7917524655349556 0.64413192495703686 1.2986710131517609 3.6582233535591504 0.44046446494758118 0.6815881854854523 1.7140700101153923 4.5958861846236223
leaf_count=130 52 50 8 2856 31 1 61 9 63 42 32 1 82 16 27 95 8 9 32 37 12 54 4 12 48 47 4 7 103 700
internal_value=0.000565956 -0.0294306 0.00328002 0.000650691 0.000477013 -0.0188814 -0.00110575 -0.00914934 0.00276976 -0.0199423 -0.0430438 -0.0622762 -0.00612176 0.0140541 0.000771856 0.000429683 -0.0207251 0.0100439 0.0194537 0.0056399 -0.0101844 -0.0180384 -0.0265368 -0.00468984 -0.0369356 0.000861027 0.000650956 -0.033068 -0.0571455 0.000953367
internal_weight=352.141 0.99194 0.61573 351.15 346.658 5.20063 3.68937 3.36815 2.8558 1.68386 1.23478 1.51126 0.421067 4.4919 341.457 329.304 6.58032 12.1525 7.62549 5.814 5.61506 4.47932 3.87323 2.73456 1.9428 322.724 319.066 2.83612 2.15453 316.23
internal_count=4633 188 138 4445 4377 322 208 207 146 137 95 114 83 68 4055 3950 233 105 78 69 138 126 118 64 60 3717 3670 114 107 3556
is_linear=0
shrinkage=0.0728446


Tree=699
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 2 0 0 2 0 2 0 2 2 1 1 2 1 1 0 0 1 1 2 2 2 1 0 0 0
split_gain=0.674198 3.64575 1.07647 4.39584 1.52757 1.10379 3.94017 0.809616 3.08838 1.89847 2.52811 1.76922 1.14196 2.03873 0.987819 1.51463 0.803671 2.95454 1.93101 3.31681 2.02634 1.49467 1.08463 1.5763 1.10556 1.5755 1.05192 1.01311 2.48402 0.934541
threshold=42.783136484500005 42.844429421150004 42.684965421050009 0.34626208795000007 0.34584293880000011 42.620627117000005 0.49588335680000006 0.47774018740000007 43.564719632750005 0.48149755995000004 43.022303514600004 0.50386215985000016 44.131787411600008 44.749265482150008 0.34458549145000011 0.34446573455000007 43.930205408700004 0.3465914194000001 0.3453339720000001 0.48847339900000003 0.55788748840000013 0.44844465735000011 0.35585760905000008 44.026978245600006 44.202975721700007 44.908704241950012 0.39900002995000006 0.53146612375000013 0.51017933595000009 0.53017873715000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -1 -7 8 14 -9 11 -11 -10 -14 15 -3 18 -18 -12 -20 -21 -22 -19 26 -25 -26 -24 28 -27 -28
right_child=1 7 3 -5 -6 6 -8 9 12 10 16 -13 13 -15 -16 -17 17 22 19 20 21 -23 23 24 25 27 29 -29 -30 -31
leaf_value=0.00015636514826573294 -0.0034639645442963172 -0.0030451769103625385 0.00041815137080881151 -0.001829394803202152 0.0021158321007918291 -0.0026435250060424928 0.00088397868329226218 0.00078278638595965394 0.0010927073778737523 -0.0028769778732358892 0.0017997398768287915 -0.00029747784352520258 -0.0024092069212227605 2.7961149303900818e-05 -0.0024246965262860855 0.0024133610558395172 -0.0040261855099660484 0.0017517840705729515 -0.0023859524573859054 0.00065328827057347207 -0.0025318340496124705 9.5714218822992101e-05 -0.0055232634182581491 0.0012375441577302567 -0.0018839865008863231 0.00078936667559832317 0.0018308765986056847 0.00017987108895777185 -0.0022575161402070948 -0.0020996534349197174
leaf_weight=288.86306018808318 1.1700033791421436 0.34673677531828007 3.4994895824347605 1.998876811005174 4.8784070312976837 2.3089496897882773 2.5752350759867113 13.457975664641706 3.1660479972197235 1.9392610527575005 3.0651434138417271 2.161956251191441 1.4547715145163227 14.203855143277904 3.028948757564649 0.44790250062942505 0.72928562760352988 1.2548909038305271 1.8339471966028238 16.550686856731776 1.4321228312328451 1.9874302870011886 0.26727388799190777 2.527526855585168 1.8131679156795169 1.8791769954841608 0.29379138164222229 21.361742879846133 2.2731334421259817 1.1160897808149455
leaf_count=2873 17 47 20 28 60 28 26 65 54 20 8 36 33 195 79 1 7 8 11 117 26 46 2 18 54 28 3 415 188 120
internal_value=0.000116778 -2.30948e-05 0.000162662 0.000783333 0.0014067 0.000140736 -0.000783614 1.77381e-05 -0.000307632 0.00011477 -2.91029e-05 -0.00151719 1.86922e-05 -0.000198465 -0.00191422 3.1556e-05 7.54264e-05 -0.000122736 0.000342488 0.000137634 0.000369385 -0.00100471 -3.5911e-05 -0.000107057 -3.14769e-06 -0.000117901 -0.00195672 7.60695e-06 -0.000878613 -0.00128061
internal_weight=403.887 99.7629 304.124 10.3768 8.3779 293.747 4.88418 98.5929 22.6483 75.9446 62.4866 4.10122 18.8247 15.6586 3.82359 0.794639 58.3854 33.5161 24.8693 21.8042 19.9702 3.41955 32.7868 31.5319 29.8547 27.3272 1.67716 25.5141 4.15231 1.40988
internal_count=4633 1598 3035 108 80 2927 54 1581 409 1172 1107 56 282 228 127 48 1051 843 208 200 189 72 836 828 703 685 125 631 216 123
is_linear=0
shrinkage=0.00196078


Tree=700
num_leaves=31
num_cat=0
split_feature=1 0 0 2 0 1 1 2 0 0 1 0 0 0 2 1 2 2 1 1 2 2 2 0 1 1 0 0 0 2
split_gain=0.788118 1.47006 1.14592 1.52678 2.1598 1.24011 4.38036 4.71589 2.20334 1.64992 2.75745 1.99245 1.0452 2.97735 2.48134 2.41576 2.55252 2.34727 2.01831 1.63829 1.51595 1.0435 1.97416 3.69883 1.95909 2.39412 3.66612 1.55124 1.81697 1.47834
threshold=0.38906020780000011 0.5116313883000001 0.48185683060000012 43.968221017800005 0.51017933595000009 0.37977904855000005 0.37227927305000003 37.892416320650007 0.5195503128500002 0.50291907430000016 0.36510882910000009 0.5054040298000001 0.48368312325000012 0.48458129995000004 41.489621506400006 0.35986946500000005 36.772607578000013 42.546237522150008 0.3453339720000001 0.34554354660000003 42.620627117000005 41.976795488650005 42.686561923500008 0.47568935060000012 0.35585760905000008 0.34515433670000012 0.47976108500000009 0.47943175355000006 0.47847369840000004 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=2 -2 21 5 -5 6 9 -8 -7 10 12 -11 17 -14 15 -15 -17 18 -4 -16 -21 24 23 -23 25 26 27 28 -1 -24
right_child=1 -3 3 4 -6 8 7 -9 -10 11 -12 -13 13 14 19 16 -18 -19 -20 20 -22 22 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0001024071776413445 -0.0021469234587795393 2.8693840842305788e-05 0.0012409782388545132 0.00038242683461954085 -0.0019161464065981266 0.00013628992172216625 0.00092148774376901244 -0.0020528342644290081 0.0015286523874784802 0.0016649403945020497 -0.00083457653721722368 0.00023538153782982663 -0.0010405380925124122 0.0013425757726613623 -0.0011593342812844575 0.001089641448553871 -0.0012296888656497748 0.0018252661424813608 -0.00018893100930400446 0.00081106435219089159 -0.0004014807608090661 0.00072598020339619798 0.0019110209024558963 -0.0015968715045520342 -0.0016994588665283342 0.00064862476566557965 -0.0022157368137123139 0.0012532745852090541 -0.0015838317904240263 -2.2451018332338542e-05
leaf_weight=25.368332903235572 1.2031361763365556 158.46033987568262 6.3141845017671612 3.6323177292942992 2.7703335075639188 8.4892083853483218 3.1460747197270376 5.8799960631877184 9.0041781812906247 8.1566264331340772 7.4521940983831874 6.9356320835649958 5.9429135099053374 14.977628741413357 4.1322667002677944 3.7697777096182099 3.5350859239697456 5.9598873257637015 9.5130173340439779 8.2249706313014013 7.6522622480988494 3.8849058855848844 1.581763595342635 8.1958908420056087 2.0030048466287544 32.787632284191204 2.8615700230002394 3.9373737052083007 2.7202443443238726 39.191477161104558
leaf_count=409 65 2469 20 25 59 38 14 64 30 40 41 37 39 94 24 17 24 63 39 30 37 56 4 90 46 187 16 14 30 512
internal_value=0.000119749 1.22996e-05 0.00018892 0.00032062 -0.000612132 0.000370769 0.000287739 -0.00101612 0.000852965 0.000414877 0.000299337 0.00100799 0.000420016 0.000259013 0.000441628 0.000891698 -3.27658e-05 0.000776462 0.000381524 -5.95684e-05 0.000226661 5.40424e-05 -0.000153716 -0.000849896 0.000211637 0.0002682 -8.93267e-05 0.000100671 -6.0897e-05 5.25564e-05
internal_weight=407.684 159.663 248.021 125.489 6.40265 119.086 101.593 9.02607 17.4934 92.5664 77.4742 15.0923 70.022 48.2349 42.292 22.2825 7.30486 21.7871 15.8272 20.0095 15.8772 122.532 52.854 12.0808 69.6782 67.6752 34.8875 32.026 28.0886 40.7732
internal_count=4633 2534 2099 735 84 651 583 78 68 505 428 77 387 265 226 135 41 122 59 91 67 1364 662 146 702 656 469 453 439 516
is_linear=0
shrinkage=0.00196078


Tree=701
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 1 1 1 0 2 2 2 2 2 0 0 0 2 2 0 2 2 1 1 1 2 2 1 1
split_gain=0.154435 0.29944 0.147578 1.56841 1.19106 0.819492 0.682734 1.01049 0.708577 0.673701 0.792049 1.38599 2.07651 0.892404 0.645133 2.47602 1.292 1.06966 1.07772 0.922523 0.885092 1.17488 0.780408 4.31011 4.78776 3.59305 1.73272 1.01234 1.48596 0.819322
threshold=0.39587138110000003 0.3733870243500001 0.39563186730000005 0.39995808510000008 0.52366695610000014 0.40115565405000009 0.39431454150000006 0.39170982905000007 0.39394030120000006 0.5218855723000001 36.558960102350007 43.61821939175001 43.663128814500006 49.960114208400007 40.767054867700004 0.53634621715000008 0.54191491270000014 0.54353163080000011 40.679780036550007 40.94178426300001 0.57559653900000007 37.572218886150004 41.835830569250014 0.41917906650000009 0.42307116555000007 0.43220262865000009 42.320906304050006 41.243661560350013 0.46280051495000007 0.42111014640000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 6 9 -5 -6 7 -2 -9 -4 -11 -12 -13 -14 15 -7 -17 -18 20 -16 21 -19 23 -21 -25 -26 -24 -27 -29 -28
right_child=2 -3 3 4 5 14 -8 8 -10 10 11 12 13 -15 19 16 17 18 -20 22 -22 -23 26 24 25 27 29 28 -30 -31
leaf_value=0.0036656156875853139 0.0016943992779885624 -0.082775262550659923 0.033183621397654073 -0.080660771345432897 0.043277391657871866 -0.097495657747061495 0.028244348670720291 -0.078760476368484184 0.0022349703837114257 0.0094662163277694743 -0.084799671444041116 0.10293140594865934 -0.090214735120861408 0.037046684657069555 0.035770503460306483 0.02198493259991089 -0.051313461707515884 -0.046714655329973431 -0.072532525713794344 -0.13321101261345036 -0.049441778614175244 0.0067166909624464723 0.041911106348400638 0.071661594249108437 -0.13557700357214511 0.028491116202038955 0.020092922348518366 -0.070356389552855836 0.032999056057138036 -0.0060635222517135476
leaf_weight=0.57698631193488736 232.03561870130216 0.35883324618407642 0.73841839469969173 0.97971624661295109 2.5466978640761218 1.5844263089820732 5.2654305815231046 1.4753144339483688 1.0007968617719598 1.3473985735327003 3.2654819176532328 0.65026385150849852 1.1155044079059733 0.41826544748619188 5.127709316337131 9.0283157704398018 3.1011172235012081 2.5207245695855915 1.2620224905840576 1.464700449258088 2.0377159568670313 23.01888262340799 6.8301597060999475 3.6823992989957315 1.4794303923845289 2.6093142179161077 9.0045919840340485 2.1409197039902215 1.1974982225001438 24.875662920909235
leaf_count=18 2015 170 5 72 12 25 35 91 16 13 110 2 101 8 46 41 16 91 13 15 490 191 101 19 10 35 97 24 64 687
internal_value=0.000664274 -0.0294795 0.000744458 -0.00148193 0.000878962 0.00165071 0.00178466 0.00119056 -0.0460237 -0.0342202 -0.041543 -0.0541551 -0.00833642 -0.05551 0.000600746 -0.00635785 -0.00283319 -0.00984829 -0.00538951 0.00567006 -0.00231684 0.00144309 0.00277342 -0.0134062 0.00238903 -0.0319564 0.00777084 -0.00618199 -0.0332826 0.000888259
internal_weight=352.74 0.93582 351.804 112.027 104.492 103.512 239.777 234.512 2.47611 7.53533 6.79691 5.44952 2.18403 1.53377 100.966 42.5532 40.9688 31.9405 28.8393 58.4124 27.5773 25.5396 53.2847 12.5743 11.1096 7.42716 40.7104 5.94773 3.33842 33.8803
internal_count=4633 188 4445 2288 2049 1977 2157 2122 107 239 234 221 111 109 1965 867 842 801 785 1098 772 282 1052 167 152 133 885 123 88 784
is_linear=0
shrinkage=0.0743015


Tree=702
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 0 2 0 2 1 0 2 2 2 0 1 1 2 0 1 1 2 2 1 0 2 1 1 2 0
split_gain=0.996668 2.15994 3.16174 1.29633 2.0433 1.25837 1.31557 2.67418 1.2892 1.12814 1.00617 0.904051 4.21086 1.22195 0.894441 1.25788 1.37117 1.33594 0.82857 1.16064 0.811704 0.806197 1.37468 2.58712 1.38799 1.24604 1.12746 1.65225 2.88598 2.47577
threshold=0.39078171310000004 0.52688542260000015 40.300545846000013 0.5116313883000001 0.52432561900000019 0.47880302985000006 43.930205408700004 0.51017933595000009 45.044778924400006 0.40651477500000005 0.47847369840000004 42.759119507950011 43.477771593600004 42.686561923500008 0.47774018740000007 0.34527409360000011 0.34007963835000005 48.109449608500007 0.47076434840000009 0.3584174126500001 0.39814676205000005 42.670715716450012 42.243697547450004 0.34626208795000007 0.52401125715000008 42.686561923500008 0.39019789825000006 0.3584174126500001 40.099856909850011 0.49194634890000005
decision_type=2 2 2 2 2 2 2 2 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 20 10 21 8 -8 -6 11 13 -13 -1 15 16 -14 18 19 -17 -5 22 24 -24 26 -23 27 29 -29 -7
right_child=1 -3 3 4 9 6 7 -9 -10 -11 -12 12 14 -15 -16 17 -18 -19 -20 -21 -22 25 23 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00014242878279973088 -0.0026578060946219522 6.2799679980669583e-05 -0.0022079872609317504 0.002383136151337441 -0.0021493946548898908 0.00037135089647200628 -0.00057599710708179164 -0.0019948105476639087 0.0011856770605346808 0.0010447481424484067 -0.00092222599573847186 -0.0019585249707902526 -0.00010938241617929077 0.0016556706770826022 0.0012425744099821522 0.002353369800874998 0.0012394536523152306 0.0013442940449449761 -0.0023530390192851316 -0.0021087799690238805 0.00029822050983500714 0.0016308792265119364 -0.0017689864412855387 0.00031395353077918472 -0.0009145861733496209 0.00046748302853313108 0.0010976805779743107 0.00025498638814519374 -0.00099841921841584548 0.0015577360834889838
leaf_weight=50.188651714328444 2.8066662293858808 136.09476924374758 0.96435394743457425 1.4432698605232874 1.4534458741545679 61.513859204947948 3.2772084847092611 2.8735697558149695 3.1152516738511622 0.60087578336242575 4.2711032945662728 4.5429415623802951 12.070576655649353 2.139052123297005 2.4100528657436362 0.40859192609786976 3.8128464147448531 0.71137474477291096 2.0129101406782866 0.49637781828641891 1.428515063220402 3.9927521273493758 3.5792493261396867 6.3773819953203201 3.3981815315783015 31.176026310771704 7.4016683399677268 38.711425989866257 8.6387865580618364 7.5979797635227433
leaf_count=648 56 2226 51 9 57 289 19 62 22 24 44 138 182 9 11 1 14 3 32 66 40 61 32 30 24 142 28 195 64 54
internal_value=0.000133055 2.25916e-06 -0.000945094 -0.000129026 0.000277959 0.000204595 0.000296013 -0.000423721 0.000282523 -0.00121513 4.67531e-06 5.49193e-05 -0.00024041 0.000204287 0.000115627 -2.35644e-05 0.000214408 -0.00106505 -0.00165245 -9.41288e-05 0.00134603 0.000334699 0.000266815 -0.00043483 0.00032171 0.000599565 0.000355627 0.000308466 2.63094e-05 0.000501779
internal_weight=409.51 144.792 8.69713 5.89046 4.92611 264.718 181.653 9.26603 6.39246 2.05432 83.0645 78.7934 26.4657 52.3277 21.9227 19.5127 15.8834 3.62925 2.91788 0.90497 2.87178 172.387 137.219 9.95663 127.262 35.1688 123.864 116.462 47.3502 69.1118
internal_count=4633 2463 237 181 130 2170 1022 103 41 81 1148 1104 447 657 309 298 196 102 99 67 49 919 716 62 654 203 630 602 259 343
is_linear=0
shrinkage=0.00196078


Tree=703
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 2 0 0 0 0 0 0 2 2 1 1 2 1 1 0 2 2 0 2 1 1 1 1 0 0
split_gain=0.723824 1.79514 1.18541 2.07313 2.44765 1.91189 1.8747 1.7517 3.45209 1.09931 1.15459 3.80362 2.73409 1.72393 1.37639 1.14955 3.65239 1.83411 1.05968 2.18281 2.4481 1.96204 1.01124 1.00704 1.00433 0.923935 0.938531 1.74151 2.04468 4.05427
threshold=0.52324780695000006 0.38045268105000002 0.39078171310000004 0.39019789825000006 0.38906020780000011 40.300545846000013 0.5116313883000001 0.5195503128500002 0.51657136015000005 0.48185683060000012 0.48368312325000012 0.48458129995000004 42.759119507950011 42.546237522150008 0.3453339720000001 0.35986946500000005 41.489621506400006 0.34554354660000003 0.38976377950000002 0.52688542260000015 42.320906304050006 36.016191615950007 0.52432561900000019 39.852039223600009 0.36476452800000009 0.36510882910000009 0.36880632320000012 0.37227927305000003 0.5132031975000001 0.50291907430000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -7 8 9 -1 13 12 -12 14 -11 16 23 -18 -3 20 21 -20 -22 -13 -17 -26 -27 -28 29 -29
right_child=1 18 5 -5 -6 6 -8 -9 -10 10 11 15 -14 -15 -16 24 17 -19 19 -21 22 -23 -24 -25 25 26 27 28 -30 -31
leaf_value=6.9754248219352228e-05 -0.0017459300097516475 0.00086813965341433358 -0.0027139596188696358 0.0013084207966233947 -0.0013272033099532769 -0.0021563520007054434 0.0013164973867043934 0.0011846422734801219 -0.0020223175309853295 0.0011429824237222453 -0.0026245213997946847 0.00040200147392394038 -1.1861161954565266e-05 0.0017077212219048514 -1.4916939070958328e-05 -0.00065445885587860715 -0.0010382444825080294 0.00035701660057262227 0.00030114258045541085 5.9668695316462968e-05 0.0019999253348016409 -0.0025359132052435599 -0.0005946155078689182 0.0015722254533106625 0.0011971724555758863 -0.00042532436457354739 0.0010575238570692204 0.0012267781077482335 0.00087544603184522187 -0.001460414367109818
leaf_weight=124.76359406598203 2.1153994677588335 5.4664531303569666 1.3565543449949466 6.0532481931149951 3.971691131591796 0.87892232660669867 1.6578929676907135 6.4237668607383958 2.631286150077357 6.1401768177747789 2.8094148114323607 3.5150423943996421 3.1283211782574654 5.1282033100724211 9.9270705655217153 5.3781740833073846 4.2542071416974094 19.169200613163412 1.2055994840338815 135.79472811532469 1.0450418761465701 3.5630819508805871 1.1841531537065746 11.976785294711588 3.3547722101211539 8.1477476246655005 8.0135858021676558 3.0626799017190915 5.5458530969917765 6.4323050770908594
leaf_count=1364 27 29 27 23 26 51 24 36 23 20 22 25 19 63 39 34 27 87 8 2229 24 66 53 76 14 43 43 13 26 72
internal_value=0.000118105 1.24242e-05 0.000180739 0.000197143 0.000169548 -0.000871812 0.00011327 0.000194338 0.000167079 0.000192046 0.000336007 0.00023569 -0.00124803 0.000737308 0.00042758 0.000347419 0.00058255 0.000103606 3.75128e-05 5.71441e-06 -0.00104128 -0.00181866 0.0006217 0.00130671 0.000118293 0.000238559 0.000135491 0.000333691 -5.1959e-05 -0.00059364
internal_weight=404.095 150.374 253.72 249.827 243.774 3.89337 2.53682 239.802 233.378 230.747 105.984 84.7881 5.93774 21.1955 16.0672 78.8504 38.9152 23.4234 148.259 142.793 6.99788 4.76868 2.2292 15.4918 39.9351 34.5569 31.2022 23.0544 15.0408 9.49498
internal_count=4633 2436 2197 2095 2072 102 75 2046 2010 1987 623 501 41 122 59 460 215 114 2409 2380 151 74 77 101 245 211 197 154 111 85
is_linear=0
shrinkage=0.00192234


Tree=704
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 2 1 0 1 1 2 2 0 2 0 2 0 0 1 1 0 0 1 2 1 1 2 1 2 2
split_gain=0.138383 1.16468 0.54844 2.98487 1.85552 2.2301 1.77487 4.02957 1.87995 0.554646 1.75862 1.56777 0.943027 0.814591 0.771224 0.669509 0.515416 0.479981 0.566514 0.520273 0.829046 0.763955 2.29425 2.42824 1.08881 1.20561 0.613211 0.498621 1.18713 2.95337
threshold=0.48185683060000012 0.34458549145000011 0.48368312325000012 0.34494476210000008 42.546237522150008 41.489621506400006 0.3453339720000001 0.48458129995000004 0.34566330350000002 0.3584174126500001 41.319407281650008 39.852039223600009 0.49688632075000011 39.354247760400007 0.49588335680000006 42.527280425250005 0.48149755995000004 0.49820364660000011 0.36476452800000009 0.36510882910000009 0.50035927070000008 0.5054040298000001 0.37644082515000005 39.852039223600009 0.36880632320000012 0.37227927305000003 42.580420142950011 0.38906020780000011 38.110427674550003 40.148327922700012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 4 -4 5 -3 -5 -8 -9 10 11 -10 13 -11 15 -12 -1 -14 -19 -20 -21 24 23 -23 -22 -26 -25 28 -24 -30
right_child=1 2 3 6 -6 -7 7 8 9 12 14 -13 17 -15 -16 -17 -18 18 19 20 21 22 27 26 25 -27 -28 -29 29 -31
leaf_value=-0.00057568087720763364 0.052842662768089556 0.020824475177450272 -0.081477610720800536 0.04512195458154316 0.058945878309918549 -0.043076084583391294 -0.077211531952502632 0.073239853362792928 -0.0029731378447774978 -0.007417409805749584 0.006371748102994049 0.068394634249438452 0.035192183202025343 -0.082595051586555779 0.018991609343451486 -0.029662226827321371 -0.031437043828407535 -0.027118574961588413 0.033284654235342027 -0.041502282070074482 -0.0097467081000804489 0.0050733446039134995 -0.013283210067349565 -0.10195362252515194 0.060017983967070712 -0.0023179309218328116 -0.038207298081655128 -0.00052953433018307979 0.072700226283580333 -0.0021858582859168195
leaf_weight=107.25981399072407 2.3410577140748492 9.4151083978358674 2.3468516170978537 4.7571935281157485 3.763919085264205 4.1868320554494849 3.5154513269662848 1.9165992885828007 2.5963370800018337 1.7439395561814302 5.0943489447236079 4.4035686478018761 2.0439069641288361 1.3622303910087792 6.2921120254322878 5.9104394689202309 2.9505830910056821 4.0872419998049727 2.5035290867090216 2.536450471263378 4.3972121719270927 3.1418100018054238 6.2992340587079552 2.5484538935124879 4.3631627783179283 2.6440421036677435 1.1676219929940996 135.01721554832966 4.4622062891721708 7.4774055243469775
leaf_count=1356 10 38 17 23 63 19 34 12 24 10 21 43 14 37 41 32 17 24 12 22 22 21 40 42 26 27 30 2482 14 60
internal_value=0.000738158 0.00171143 0.00121266 0.000240096 0.0136809 0.00115516 0.00111071 0.000139261 0.00142186 0.000766691 0.0111168 0.0419236 -0.000586804 -0.040387 -0.00135051 -0.0129813 -0.00140191 8.9898e-05 -0.000307265 0.000313404 -0.00016084 0.000450526 -0.000846945 -0.0420678 0.0186666 0.0364967 -0.081924 0.000997602 0.0123026 0.0258014
internal_weight=352.546 242.335 239.994 222.629 17.3659 13.6019 220.282 215.525 212.009 210.092 24.2968 6.99991 185.796 3.10617 17.2969 11.0048 110.21 182.689 180.646 176.558 174.055 171.518 160.114 6.85789 11.4044 7.0072 3.71608 153.256 18.2388 11.9396
internal_count=4633 3260 3250 3130 120 57 3113 3090 3056 3044 161 67 2883 47 94 53 1373 2836 2822 2798 2786 2764 2689 93 75 53 72 2596 114 74
is_linear=0
shrinkage=0.0728446


Tree=705
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 1 0 0 0 1 2 1 1 2 1 0 2 1 0 2 0 1 1 0 0 2 1 1 1 1
split_gain=0.137362 0.363306 0.713122 0.791048 0.815812 1.02369 0.492976 0.484799 0.476034 0.448242 0.329537 0.290294 0.190546 0.172252 0.152768 1.47724 1.37788 1.09258 0.983437 1.40074 2.65863 0.901237 1.58002 0.826654 2.02452 2.11415 1.13687 0.632128 1.33464 0.895832
threshold=35.119813570500007 33.96174662340001 33.361153777850006 0.38906020780000011 33.036871954450007 0.38512319990000005 0.54413041525000005 0.56748300950000019 0.56915960600000015 0.38045268105000002 34.424709467050008 0.36551300860000008 0.31753540315000006 34.969856643350006 0.38906020780000011 0.52157121045000021 37.041406607950009 0.38723391515000005 0.51657136015000005 39.354247760400007 0.52468488970000016 0.39900002995000006 0.39995808510000008 0.5132031975000001 0.50913146310000013 41.404176814550006 0.36880632320000012 0.39736834230000012 0.3975479776000001 0.46280051495000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -8 -9 12 -3 -12 -1 -13 17 21 27 18 23 -20 -21 -16 -23 24 26 -26 -2 -17 -29 -30
right_child=14 10 -4 6 -6 -7 7 8 -10 -11 11 13 -14 -15 15 16 -18 -19 19 20 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=0.016576046900824083 0.0004458994344004397 0.053309620363687638 -0.06569475770221811 0.080022314198128303 0.024806572335264773 -0.19644306138192946 -0.090419092606571411 0.085243744309801861 -0.082162425914045309 0.077431475101775976 0.031337458293417012 -0.025968705566412259 -0.083824404846248868 0.01346648157612464 -0.10327282549426701 -0.063350038759146493 0.0010827643894553893 0.033286551124859058 0.018970073317435138 -0.12395065818776284 -0.0063018799083634806 0.090691656338835608 -0.082027517770397351 0.030113525114097737 -0.10629413971459582 0.016264851117660975 0.025025227980289642 0.09298604345027979 -0.081688972386679992 0.054991552898651333
leaf_weight=0.14488342287950107 174.01094249328889 1.409735012150122 0.9444987611432224 1.0029487381689248 0.99573986139148463 0.2754485197365284 0.2387088841642252 0.36778878746554255 0.13278955840951312 0.18300830200314522 2.272778426297009 1.2518386562624073 0.43322785186319379 1.2936365870700683 1.2882720620546018 2.8195253689773372 124.52278324474537 6.1114801410585633 2.5010991245508185 1.7868501830380408 2.8838464226573706 0.50525511847808935 0.76453421922633424 5.7385718561708918 2.0225327443331476 1.3467244487255809 11.524311257526277 0.54890452697873104 1.0562780668697085 0.37257991369369836
leaf_count=14 1679 36 37 6 9 3 18 2 147 3 23 36 75 13 29 29 2031 28 11 35 28 3 56 29 35 17 78 2 66 55
internal_value=0.000706096 0.00906208 -0.00679899 0.00793841 -0.0241853 -0.0712474 0.0454105 -0.00154535 0.0408355 -0.0259392 0.0210803 0.0116505 -0.0586625 -0.00592734 0.000436903 -0.00158085 -0.000452716 0.00171667 0.00076065 -0.0268007 -0.0513103 -0.0586123 -0.0133018 0.00177617 0.000915334 -0.0573061 0.00197262 -0.040309 -0.00746149 -0.046049
internal_weight=350.752 10.947 4.71904 3.77454 2.03231 1.03657 1.74224 0.739287 0.500578 0.76112 6.22799 4.81825 0.578111 2.54548 339.804 131.878 129.32 207.926 201.815 7.1718 4.6707 2.55806 1.26979 194.643 188.905 3.36926 185.535 4.79729 1.97776 1.42886
internal_count=4633 422 314 277 104 95 173 167 149 92 108 72 89 49 4211 2271 2183 1940 1912 74 63 88 59 1838 1809 52 1757 152 123 121
is_linear=0
shrinkage=0.0757875


Tree=706
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 0 1 0 0 2 1 2 1 1 1 0 1 2 2 2 2 1 0 0 0 0 0 2
split_gain=0.583411 1.33381 1.04748 3.43068 1.39593 2.44111 2.13888 2.17137 1.19748 0.950681 1.59662 1.51874 0.895025 0.753411 2.79193 2.79818 2.72605 1.30479 1.41093 1.23073 1.08587 0.915704 1.42102 0.741562 1.59674 1.11663 1.86155 1.10018 0.998967 0.76185
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.3465914194000001 0.34608245260000009 0.35331277505000008 0.48032993025000009 0.36476452800000009 0.48654231910000006 0.48368312325000012 41.319407281650008 0.36510882910000009 41.243661560350013 0.41917906650000009 0.42926858475000007 0.40115565405000009 0.52688542260000015 0.37227927305000003 41.772405911750006 41.087689990200012 40.94178426300001 40.767054867700004 0.39563186730000005 0.53499895210000015 0.52769378160000013 0.52366695610000014 0.52889135055000014 0.54191491270000014 40.003678352300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 10 -1 -12 -10 20 16 -16 17 18 -15 -17 21 22 23 25 27 26 -14 -25 -26 -30
right_child=-2 -3 8 -5 6 -7 7 -9 12 -11 11 -13 13 14 15 19 -18 -19 -20 -21 -22 -23 -24 24 28 -27 -28 -29 29 -31
leaf_value=0.00022700670343038718 2.5618258531210814e-05 0.0010245731277721375 -0.00084097655279235855 0.0017878725592375285 -0.0020769932730441637 0.0013532953375785788 0.0015438108287053191 -0.0012380869667403126 0.0010788177176459261 0.0011846203016363547 0.00013800882120233745 -0.0016951760267710292 0.00022542180580905293 -0.0002196725345410251 0.0015070932823150422 -0.0012600627554270622 -0.0032854988191521918 0.00065901224309436544 -0.0025566972188745579 0.00053294462221596271 0.00099329308834439551 -0.0010667555263298122 0.00095843527375539725 -0.00037546446874603927 0.00046170825180365905 0.00094726522409907857 -0.001167541367520148 -0.0021684854133686205 5.888404995732159e-06 -0.00061471670123986139
leaf_weight=77.108612726122374 142.35833249108691 6.4188020225847131 5.1800920548848799 5.2088835258036843 2.3218601850094265 6.9295291081070891 2.0600484351161872 1.930458717048168 3.127345696091651 3.2900961935520163 3.3110648095607749 3.1157054007053375 39.049896845594049 2.1438780799508126 4.2356071695685369 3.302853786473861 1.6868905983865259 2.0204147137701511 1.60413112770766 2.3112731288420036 4.7785190643335218 2.4369775638479032 6.4627488145779344 2.924999709473922 12.282171305269001 6.4112673550844184 3.7334308498539022 2.0797391422092915 26.052770755026359 9.6201765216101176
leaf_count=656 2058 36 56 46 27 47 28 12 14 20 16 25 208 15 22 81 16 24 33 45 33 30 50 67 55 30 40 42 663 138
internal_value=0.000122142 0.000176424 0.000154358 0.000296698 0.000219077 0.000276835 -0.000638784 0.000198032 4.84157e-05 0.000190923 0.000151785 -0.000750721 8.22258e-05 5.88163e-05 -0.000307979 0.000350612 -0.00117809 -0.000561809 -0.00121991 -0.000521902 0.000113614 7.57629e-05 0.000101397 4.71768e-05 -0.000107584 0.000213782 0.000103867 -0.00112056 -1.8662e-06 -0.000161475
internal_weight=395.499 253.14 246.721 105.276 100.067 93.755 6.31237 3.99051 141.445 86.8255 83.5354 6.42677 136.265 133.138 17.305 9.84973 7.45531 5.76842 3.74801 5.61413 115.833 111.054 108.617 102.154 52.9599 49.1946 42.7833 5.00474 47.9551 35.6729
internal_count=4633 2575 2539 877 831 764 67 40 1662 717 697 41 1606 1592 236 148 88 72 48 126 1356 1323 1293 1243 965 278 248 109 856 801
is_linear=0
shrinkage=0.00188464


Tree=707
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 0 2 1 1 1 0 0 0 0 2 2 0 0 2 0 0 1 1 0 0 1 2 1 0 2
split_gain=0.134601 0.682444 3.08993 2.00943 1.29791 1.67333 0.865949 0.926222 1.17486 1.19501 0.708417 0.670863 1.514 0.767101 0.856732 0.61559 0.770328 1.06866 0.40359 0.81328 3.03608 1.14534 1.28418 0.360966 0.329629 0.315197 0.257742 0.47899 1.35701 0.277846
threshold=36.558960102350007 0.50035927070000008 0.50452082270000009 0.49877249185000011 0.5218855723000001 0.52366695610000014 36.165040341950011 0.36510882910000009 0.36476452800000009 0.34007963835000005 0.42314601355000009 0.52401125715000008 0.52863686715000002 0.5296248615500001 35.119813570500007 37.041406607950009 0.50452082270000009 0.52889135055000014 37.765550062200006 0.52324780695000006 0.54191491270000014 0.42307116555000007 0.4529056016000001 0.54413041525000005 0.49405706415000006 0.43643902880000007 38.060777288450005 0.37407562650000009 0.52889135055000014 38.474425342400004
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 9 10 -1 -7 -13 -14 23 16 -2 -18 19 -17 -21 -22 -23 -15 -11 -25 27 -20 -29 -28
right_child=15 2 4 -5 5 11 -8 -9 -10 24 -12 12 13 14 -16 18 17 -19 26 20 21 22 -24 25 -26 -27 29 28 -30 -31
leaf_value=-0.055982127468082392 -0.00041990940782560363 -0.088377872129508678 0.037134082178621561 0.080634080685787202 -0.15552332363913157 0.059924740579713531 0.069397673887616668 -0.068750547892422992 0.078115982391159591 -0.098449316161527745 0.045424312533772125 -0.08867386928477021 0.092838130069193892 0.041394908619931767 -0.079610412600478742 0.033641591585097864 -0.11051496308075413 -0.016631032616676311 0.013666191357945038 -0.11351522910322384 0.060984666876459592 -0.095789530541335141 0.023300289140727726 0.0041592598291148343 -0.020447749645816526 -0.076297135097506338 0.011946055379901418 -0.097530534562751264 0.0079533512190204554 0.00010057201692764745
leaf_weight=0.48547791595047085 3.7896574749611309 1.9662141762673844 5.3035652218386513 2.2983113408554345 0.3991086808964609 0.81563016772270192 0.84052469511516381 1.1276266723871229 0.92400903999805439 0.80669492885499472 1.479850376024842 1.0735650616697965 0.4967530071735381 1.3203706652857365 0.65212566940681416 5.6868336014449579 1.0137973427772524 1.7606708690655066 1.6247823140583921 1.1048944666981695 2.0637085288763046 0.70294144505169276 1.518179104736191 1.8960367023246365 0.44666167348623276 0.29914296449669553 10.895933290506944 1.1195461568422618 1.5336928343785983 294.62138911341754
leaf_count=73 28 12 33 11 4 2 30 7 5 52 25 20 1 9 75 44 11 53 15 17 6 26 36 37 5 212 106 20 34 3624
internal_value=0.00068667 0.0061198 -0.00360679 0.0225705 0.00999259 -0.010711 0.000732581 -0.0102183 0.00571396 -0.015071 0.0203748 -0.0018921 -0.0106791 0.00727219 -0.00292657 0.000311144 -0.0217718 -0.0509364 0.000762898 0.0144256 -0.00584969 0.0219132 -0.0143893 0.0112981 -0.0706517 -0.00680475 0.000274396 -0.0174818 -0.0365561 0.000523028
internal_weight=350.068 22.6317 14.2225 8.40916 12.2563 6.95273 6.11085 5.27032 4.14269 3.21868 1.96533 6.55362 5.73799 4.66443 4.16768 327.436 6.56413 2.77447 320.872 11.0766 5.38972 4.28483 2.22112 3.51555 1.25336 2.19518 309.795 4.27802 2.65324 305.517
internal_count=4633 613 405 208 393 360 197 167 160 155 98 356 354 334 333 4020 92 64 3928 129 85 68 62 258 57 249 3799 69 54 3730
is_linear=0
shrinkage=0.0728446


Tree=708
num_leaves=31
num_cat=0
split_feature=1 1 2 2 0 1 2 2 1 0 1 1 2 1 1 1 1 1 2 0 0 2 0 0 0 2 1 2 2 1
split_gain=0.136708 0.679962 2.10984 2.51748 2.23221 0.615445 0.993151 3.70125 0.508177 1.57026 0.518263 2.47366 1.453 0.544388 0.373672 0.505941 1.12548 2.49526 1.56148 1.05827 0.903575 1.07094 0.563948 0.759815 1.93813 1.81583 1.69243 0.683068 0.654332 0.572724
threshold=0.34515433670000012 0.34503457980000002 42.686561923500008 40.621691032550004 0.47787491390000009 0.34527409360000011 41.972095654800007 43.735142172100005 0.3453339720000001 0.47976108500000009 0.34545372890000009 0.34542378970000004 41.909642283050012 0.34548366815000003 0.34554354660000003 0.34575312120000007 0.3459626957000001 0.34608245260000009 42.684965421050009 0.48001556840000009 0.47905751325000007 41.741384785950011 0.45995628875000011 0.47943175355000006 0.48119816770000007 42.154118731400011 0.35799826355000003 50.189067467950004 41.641174900500005 0.3584174126500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -3 -5 6 -2 -8 9 -7 11 12 -10 -12 -15 20 18 -18 -17 -20 -16 -22 27 25 -25 28 -27 -19 -24 -26
right_child=5 2 -4 4 -6 8 7 -9 10 -11 13 -13 -14 14 15 16 17 22 19 -21 21 -23 23 24 29 26 -28 -29 -30 -31
leaf_value=0.00013364781235929545 0.039350064921223352 0.049887302147373205 0.038716670396308668 -0.018840711160002362 -0.14312898073341726 -0.068419121373046732 -0.054024746442679877 0.06718042838749938 0.021061003330720418 0.027380081725219073 -0.033790937036626313 0.078554617872612545 -0.045023033646383374 0.02202951817361146 0.017440454275630957 0.0033686536268841701 -0.074479936991040496 -0.08432773814330298 0.0025568184123716227 0.085280882043262493 -0.056928742615994114 -0.0059410291304820076 0.01983712730875405 -0.079254611554040566 0.011820918589922664 -0.054414271605689138 0.037420246345853489 0.082599507971137048 0.083144437991883355 -0.00070129611367941182
leaf_weight=57.269491525054036 6.4314211867749673 1.0411413928013633 2.0628739986568689 1.5725362412631514 1.915195310488343 2.322073910268954 3.6470855632796884 2.564050704240799 5.2388589585534628 1.8268425315618513 2.7671954315155736 2.9169678697362533 3.2043250270653516 4.8074504954274735 3.9839400700293472 7.969515707343815 2.665259573608636 0.86372658738400676 1.315800276584923 3.1044376343488693 4.0442150570452196 6.2908797487616539 1.5353940138593296 1.823452204465865 24.779338828288019 2.4513433920219541 2.3477123267948627 0.17640788853168488 2.676099956035614 183.14209191706891
leaf_count=757 30 9 11 63 18 45 40 9 27 10 19 25 30 32 30 38 17 129 17 60 21 37 27 14 163 26 14 1 26 2888
internal_value=0.000660093 -0.00257255 -0.0260842 -0.0556006 -0.0870903 0.00138471 0.0180579 -0.00398942 0.000610462 -0.026237 0.00102593 0.0171836 -0.00401896 0.000310998 0.000682554 0.000270688 0.00113081 -0.000132104 0.0238068 0.0606559 -0.0138365 -0.025893 0.000769444 0.00103945 9.51666e-05 0.0230202 -0.00948855 -0.0560167 0.0600643 0.000791057
internal_weight=348.757 63.8612 6.59175 4.52887 3.48773 284.896 12.6426 6.21114 272.253 4.14892 268.104 11.3602 8.44318 256.744 253.977 249.17 234.851 222.461 12.3898 4.42024 14.319 10.3351 219.796 218.755 209.745 9.01055 4.79906 1.04013 4.21149 207.921
internal_count=4633 858 101 90 81 3775 79 49 3696 55 3641 82 57 3559 3540 3508 3420 3305 115 77 88 58 3288 3158 3065 93 40 130 53 3051
is_linear=0
shrinkage=0.0773033


Tree=709
num_leaves=31
num_cat=0
split_feature=0 0 2 0 0 0 0 0 1 0 1 2 1 1 1 2 0 1 2 1 2 1 1 2 0 2 0 2 2 0
split_gain=0.155841 0.698887 1.23745 0.777837 0.52145 1.29139 0.772393 0.441271 0.341667 0.318811 0.754602 1.00245 0.53967 0.523557 0.983585 1.00351 2.11027 0.495101 1.92543 1.10187 1.70656 0.501922 0.328676 0.955905 2.67765 1.68828 0.897639 0.803707 0.405924 0.403031
threshold=0.47880302985000006 0.47787491390000009 39.656620114300004 0.47847369840000004 0.47905751325000007 0.47938684470000009 0.47961138885000004 0.47736594710000008 0.34536391125000004 0.48077901860000011 0.34521421515000011 41.835830569250014 0.34458549145000011 0.34494476210000008 0.34545372890000009 42.876019054300009 0.48588365620000007 0.34575312120000007 41.184662530950007 0.3459626957000001 42.684965421050009 0.34614233110000009 0.3584174126500001 42.055256506450007 0.49194634890000005 43.157831852650006 0.49688632075000011 39.354247760400007 42.620627117000005 0.49820364660000011
decision_type=2 2 2 2 2 2 2 2 2 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 -7 -1 -9 10 -8 -12 -11 -14 15 16 -15 18 -16 20 -19 -21 23 24 -23 28 27 -24 -25 -28
right_child=4 2 3 -5 5 6 9 8 -10 12 11 -13 13 14 17 -17 -18 19 -20 21 -22 22 26 25 -26 -27 29 -29 -30 -31
leaf_value=-0.0028797305864428297 0.033367898050854175 0.039378055921813204 -0.021781381905247966 -0.080598588333953614 -0.079498837789619414 0.03425283142476563 -0.043434141528815445 0.0043603122803612133 0.036433581971263916 0.043479988970677001 0.029454082216336736 -0.029617270158742128 -0.024452699940820069 -0.028257689310803115 0.027864527367603635 0.057314245655651366 0.059721964055889226 0.0083866684406963942 -0.048852753450600098 -0.041817478906171518 0.095546085924009025 -0.0054710001057280038 -0.0077671618846292716 -0.011139092101314649 0.081979238853236741 0.034212241443826036 0.040168730891638547 -0.099558747474666948 -0.050726228570269302 -0.00035656596047604655
leaf_weight=48.402650914405967 4.0265131648629895 2.0106117203831664 6.5571967903524619 2.4298280214425176 1.5555173195898522 5.6078751087188712 4.2272896133363238 6.7517169006168825 4.2783765643835068 2.4097501300275317 4.867609500885008 4.2368766535073519 6.0937457755208007 5.3294222690165025 4.3055052608251554 4.8763726130127898 3.6029415875673294 6.58107180893421 6.4346410483121872 2.2258567810058585 2.4236180037260056 7.0476160235703009 1.694056001491844 4.0505497828125936 4.5387135893106461 5.049487803131341 1.9562613568268705 1.3526895355316808 4.1195168942213058 178.17006200644892
leaf_count=1000 18 11 50 40 12 41 22 30 24 12 23 28 32 31 16 23 27 27 44 10 59 45 10 17 49 28 14 42 26 2822
internal_value=0.000697089 -0.00303224 -0.0235952 -0.0376838 0.00164606 0.00117777 0.0016405 0.000772799 0.016801 0.000951909 -0.0124306 0.00196455 0.00165916 0.00125581 0.0018985 0.0249163 0.00722962 0.000516256 -0.0180984 0.00142828 0.0318457 0.000125266 0.00057415 0.0101665 0.0287859 -0.00615245 -0.000724882 -0.0485207 -0.0310997 8.35589e-05
internal_weight=347.214 70.4304 10.9976 8.98702 276.784 272.757 271.202 59.4327 11.0301 265.594 13.3318 9.10449 252.262 249.852 243.758 13.8087 8.93236 229.95 10.7401 219.209 9.00469 210.205 207.979 24.8059 11.5863 13.2196 183.173 3.04675 8.17007 180.126
internal_count=4633 1155 101 90 3478 3460 3448 1054 54 3407 73 51 3334 3322 3290 81 58 3209 60 3149 86 3063 3053 165 94 71 2888 52 43 2836
is_linear=0
shrinkage=0.0887971


Tree=710
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 1 1 1 0 0 2 0 1 1 2 2 1 1 1 0 2 2 0 2 0 2 2 2 1 0
split_gain=0.876229 2.07507 1.20486 3.74986 2.40434 1.49991 2.90914 1.90192 0.933455 1.7741 1.27411 0.745118 1.75598 1.17501 0.774558 0.750124 3.29345 2.9531 2.27254 1.13725 1.20141 1.12574 0.923879 0.89049 1.57226 0.700706 1.90964 1.66514 1.75761 1.97745
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.48735067810000005 0.3465914194000001 0.34608245260000009 0.35331277505000008 0.48654231910000006 0.48368312325000012 41.319407281650008 0.57927906350000014 0.47447681205000009 0.47941678395000004 37.345948426100009 41.184662530950007 0.41917906650000009 0.40115565405000009 0.42926858475000007 0.52688542260000015 41.808689985400001 41.11191809080001 0.56685428580000019 39.065416244600009 0.56859076075000015 40.00488309970001 39.955516828000007 40.300545846000013 0.42039160505000012 0.55619592225000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 9 -1 -11 15 -13 -14 -15 21 17 19 -18 20 -17 22 25 24 -24 26 -6 -27 -29 -30
right_child=-2 -3 4 -5 11 7 -8 -9 -10 10 -12 12 13 14 -16 16 18 -19 -20 -21 -22 -23 23 -25 -26 27 -28 28 29 -31
leaf_value=0.00023564409003192397 -1.2131892648900124e-06 0.0012522271383953688 -0.0027339248632701416 0.0018804105781523857 9.0731608414796716e-05 -0.0021032162995228846 0.0014747502196051322 0.00012549372461868243 0.0012235520873002048 2.4359223541647634e-05 -0.0017121716414835368 -0.0020724587941758151 0.0018065795940841746 0.00067555922565659188 -0.0020825175804928611 -0.0021233739059073856 0.0015802590143380016 -0.0034081634779548594 -0.00040850621651533354 0.00062121735243239498 5.6406922651311738e-05 0.0012896454956011437 0.0010356632524571884 0.0010053749654451401 -0.0023540808281879815 -0.0011815708273532238 0.0017526107510132329 0.00059351057168653709 -0.0016513851528228308 0.00036226468037038574
leaf_weight=78.642074117451557 144.32753280483303 6.8776628313353276 1.1895133915822942 5.5917747654020777 80.889378974796273 2.3258320220047599 7.38470260426402 4.0106214383849874 3.2590164095163336 3.300643563270568 3.1986816078424454 2.0410478065168709 1.1799465198710097 0.74044044115544216 0.83062586561572971 2.2354179266840251 4.1483386084437353 1.8243476767092941 4.7253589890897274 2.0598882604390383 1.720216088928282 3.2230628319084635 1.221382823074235 7.6339386748149991 0.9241210946056525 5.5054553933441666 2.7486814372241488 9.9898438267409819 3.8173597487621 3.6849001683294773
leaf_count=656 2058 36 40 46 586 27 47 40 20 16 25 180 14 186 222 36 22 17 38 25 14 13 15 49 49 51 10 54 23 18
internal_value=0.000121039 0.000189715 0.00016049 0.000316951 4.20855e-05 0.000231342 0.000292461 -0.000692567 0.000193696 0.000154276 -0.000830285 6.54808e-05 -0.000694462 0.00032791 -0.000782641 9.21888e-05 -0.000296916 -0.00122293 0.000521216 -0.00056021 -0.00117544 0.000146547 0.000114899 0.000691702 -0.000424383 6.20014e-05 0.000145348 -0.000241114 5.48851e-05 -0.000662337
internal_weight=401.252 256.924 250.047 107.713 142.333 102.122 95.7851 6.33645 88.4004 85.1414 6.49933 141.144 4.79206 2.75101 1.57107 136.352 16.7136 7.83987 8.8737 6.01552 3.95563 119.638 116.415 9.77944 2.1455 106.636 83.6381 22.9976 17.4921 7.50226
internal_count=4633 2575 2539 877 1662 831 764 67 717 697 41 1622 602 422 408 1020 152 92 60 75 50 868 855 113 64 742 596 146 95 41
is_linear=0
shrinkage=0.00196078


Tree=711
num_leaves=31
num_cat=0
split_feature=2 2 2 0 2 0 1 2 2 1 1 1 0 0 2 0 0 0 1 2 2 2 0 1 0 1 1 1 0 2
split_gain=0.145937 2.84141 0.718565 0.396472 2.12857 1.33597 1.0486 0.94954 1.7354 0.716411 1.00756 2.89543 0.754739 0.894292 0.49988 0.428605 1.3578 1.24443 2.18455 1.91314 1.35296 0.780095 1.46605 0.744864 0.739836 0.680287 0.448625 1.23347 0.447462 0.436105
threshold=42.783136484500005 42.844429421150004 42.759119507950011 0.47774018740000007 43.564719632750005 0.47787491390000009 0.34458549145000011 44.131787411600008 44.749265482150008 0.34488488370000009 0.34566330350000002 0.34569324270000007 0.47976108500000009 0.48119816770000007 43.968221017800005 0.4995209724000001 0.49194634890000005 0.51657136015000005 0.38334181610000007 43.321682097200004 48.109449608500007 43.276780833950006 0.55234873210000013 0.38512319990000005 0.50730517050000012 0.38772791230000009 0.39170982905000007 0.39670967935000007 0.5276039639500002 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=2 -2 -1 4 6 -5 -3 14 -9 -7 -11 -12 -13 -14 -6 16 -15 19 -19 -17 24 22 -20 -23 -21 -25 -27 -28 -29 -30
right_child=1 3 -4 5 7 9 -8 8 -10 10 11 12 13 15 -16 17 -18 18 21 20 -22 23 -24 25 -26 26 27 28 29 -31
leaf_value=0.0011811936664952772 -0.13107880552297044 0.01241287487525964 0.048288242547245605 0.072125524139429617 0.0024184385166268886 -0.059157478869062592 -0.092808004245058542 -0.094138569057337668 0.0012341346231861863 0.025523429024775796 -0.13008580365007474 0.043321582461786329 -0.075240675222690609 0.0070606112438122409 0.068585885443628855 0.07588093163736806 -0.064370466264693824 -0.10409880442137462 0.0073771721719133078 -0.00219852571116499 0.048138765185128045 0.069160493732716752 -0.096397357550890558 -0.067126713575558855 -0.096742973342246089 0.043165122667479981 -0.083444351357214147 0.048754144167190545 0.027951890158950724 -0.00188612040653718
leaf_weight=261.06361783562465 1.009557494544423 0.7381993173767144 1.9494905279134389 1.6002170592546452 1.148856183484898 1.1767648826353241 2.4259949843399227 1.2544644346635312 12.507383518182904 9.0481055639684183 1.0406776219606388 2.3123925663530818 0.97325337678193946 4.5238589417422181 1.6800790773704646 3.2339546321891239 2.4522070329403505 1.240208817180245 2.0082379346713455 1.0047758653527128 1.5255922152427954 1.0306038782000566 1.3674472881248219 0.82011114805937069 0.97412061411887396 1.6683424054645026 0.97561311471509071 1.3328981871745806 3.4540117354335989 19.190338821150362
leaf_count=3018 17 48 17 6 43 10 79 33 195 46 14 13 5 36 11 16 26 37 20 25 14 4 54 11 24 9 102 63 45 592
internal_value=0.000635602 -0.0021754 0.00153036 -0.000601986 -0.0101563 0.00239618 -0.0682602 0.00092524 -0.00745959 0.000577508 0.00174563 -0.00246226 0.000189372 -0.00189828 0.0417147 -0.000373122 -0.0180486 0.00272297 -0.00344362 0.0330028 -0.00656536 0.000476095 -0.0346606 0.00464197 -0.0487385 0.00221887 0.00435517 0.00176035 0.00522725 0.00266516
internal_weight=346.731 83.7183 263.013 82.7087 19.755 62.9537 3.16419 16.5908 13.7618 61.3535 60.1768 51.1286 50.088 47.7756 2.82894 46.8023 6.97607 39.8263 33.0878 6.73844 3.50449 31.8476 3.37569 28.4719 1.9789 27.4413 26.6212 24.9529 23.9772 22.6444
internal_count=4633 1598 3035 1581 409 1172 127 282 228 1166 1156 1110 1096 1083 54 1078 62 1016 937 79 63 900 74 826 49 822 811 802 700 637
is_linear=0
shrinkage=0.0773033


Tree=712
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 2 0 1 0 0 1 1 2 2 1 2 2 2 0 0 0 2 2 2 1 0 1 1 1 0
split_gain=0.136935 0.960043 0.853257 0.711376 0.394062 0.31132 0.371075 0.658151 0.25857 0.571166 0.380206 0.176566 0.137789 1.25549 0.944541 0.816777 0.483774 0.687247 1.09611 1.96881 1.47546 1.01537 0.881608 1.29254 0.845061 1.07525 0.697958 0.643592 0.813026 0.561117
threshold=33.036871954450007 0.38906020780000011 0.38512319990000005 0.40206880030000008 0.38045268105000002 34.823977857500005 0.49405706415000006 0.36618664115000005 0.54191491270000014 0.54450465555000005 0.43540612555000008 0.31753540315000006 40.300545846000013 40.467253020850002 0.4172030777500001 40.21994457600001 40.165165956550005 40.003678352300007 0.48320409570000006 0.53998383280000006 0.56974342085000018 39.896141435400004 39.427119987250002 39.262923716450011 0.34422622080000004 0.47868327295000007 0.33400197600000009 0.32012514595000008 0.31753540315000006 0.50218556330000019
decision_type=2 2 2 2 2 2 2 2 2 2 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 11 6 -2 -8 -9 -10 -11 -1 15 14 -14 16 17 21 -19 -20 -21 22 23 26 -24 -26 27 28 -7 -28
right_child=5 3 -4 -5 -6 12 7 8 9 10 -12 -13 13 -15 -16 -17 -18 18 19 20 -22 -23 24 -25 25 -27 29 -29 -30 -31
leaf_value=0.015551124274629312 -0.014816803125249247 0.08504932685375588 -0.18200241779514745 -0.077256350547864103 0.075712727964429558 -0.078314483723180991 0.080125501199217519 -0.010606561517689541 0.085274734558869872 -0.086028869968537827 0.02633607614891367 -0.082143312257537196 0.04345523407488449 0.00027328782467193712 -0.0077533287300773183 -0.036470367573598138 0.035353076869775839 -0.07390475804832973 0.02427044316276792 -0.1149798897966927 0.017620973095864922 0.032982332070243703 0.033877285241017373 0.037475859875007164 -0.077967565232816491 -0.014708135475955907 0.010355404261893754 -0.092839583709441495 0.085624310215583518 -0.0040696792563957931
leaf_weight=0.13771640765480586 1.3645196737488721 0.56064134836196899 0.26898769289255142 0.20308600192583981 0.16109533607959747 0.33075687685049959 1.06162640824914 1.4371546581387522 0.65142178535461404 0.24355278047733009 0.52375655609375826 0.39526622752600815 6.5763347360771132 217.3275512209475 2.8504197786242003 3.622250542164692 2.0273111510141453 1.7771959521924134 3.7922171037644148 1.2749721854925158 0.72766145026980655 5.0032100781827458 1.7165710814297224 5.3365631320630191 1.6422562418156328 15.334104418612695 22.115197654406074 0.85628466657362878 0.33733740448951721 45.5492211909459
leaf_count=14 35 2 3 162 3 44 8 13 2 14 55 75 42 2981 29 34 17 16 20 23 30 32 9 34 13 154 172 17 1 579
internal_value=0.000547979 -0.0203231 -0.0696591 0.0418899 -0.0261208 0.000652905 0.0185522 0.030175 0.0116068 0.0341086 -0.00932985 -0.0569002 0.000373351 0.00142475 0.027971 -0.00176595 -0.000600049 -0.00128902 -0.0228576 -0.00720213 -0.0667991 0.000373737 -0.00137643 0.00224242 -0.0158042 -0.0208277 -0.000475146 -0.0501948 0.00446229 0.000644964
internal_weight=345.206 1.72679 0.963066 0.763727 0.694078 343.479 5.28203 3.91751 2.85589 1.41873 0.767309 0.532983 338.197 226.754 9.42675 111.443 107.821 105.794 7.57205 5.79485 2.00263 98.2215 93.2183 74.5254 18.6929 16.9764 69.1888 1.52438 0.668094 67.6644
internal_count=4633 259 95 164 92 4374 127 92 84 71 69 89 4247 3052 71 1195 1161 1144 89 73 53 1055 1023 847 176 167 813 62 45 751
is_linear=0
shrinkage=0.0743015


Tree=713
num_leaves=31
num_cat=0
split_feature=1 1 1 1 1 0 0 2 1 0 1 1 1 0 2 1 1 1 0 1 1 1 0 1 1 1 1 1 2 0
split_gain=0.133821 0.310756 0.426916 0.25411 0.605057 0.137617 0.66315 2.84387 0.670651 1.42823 0.826566 0.550973 2.03073 1.10312 1.70115 0.645006 0.543341 0.749305 0.48958 0.65404 0.43209 1.27051 0.4006 1.21477 1.23191 1.39648 1.66644 1.49019 2.61787 1.4502
threshold=0.50634711535000021 0.51869704500000013 0.5225142959500001 0.57854555250000017 0.58454836680000011 0.56579144335000009 0.56345618395000019 38.983591653800012 0.45107930900000009 0.5619592227500001 0.44618424600000006 0.43837010870000009 0.44844465735000011 0.57559653900000007 40.94178426300001 0.4373072662500001 0.4529056016000001 0.45736654595000009 0.57403969940000021 0.45107930900000009 0.46097422230000007 0.46280051495000007 0.5485614203000001 0.43349001525000008 0.42926858475000007 0.42473279245000012 0.42111014640000005 0.41917906650000009 40.858951393400005 0.54450465555000005
decision_type=2 2 2 2 2 2 2 2 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 8 -8 10 -10 22 15 13 -13 -15 -7 18 -18 -14 -20 -19 -22 23 24 25 26 27 29 -29 -1
right_child=1 2 3 4 -6 11 7 -9 9 -11 -12 12 16 14 -16 -17 17 20 19 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00060048630118970307 -0.091264971721328192 0.073484189868829194 -0.082756237898123891 0.062576247129412579 -0.0872600227928539 0.012126991402549902 0.028404446542050325 -0.12534280733148723 -0.077096676638095774 0.013840996079899304 0.038867634736716082 -0.1042230755672781 0.044168092612143203 0.081418343219614303 -0.090345377469291221 0.072452050352873901 -0.059688142710474575 0.034292712725975276 -0.034453976790356708 0.04967315430042267 -0.089402780019087066 0.0072188140988641084 -0.012669427726300314 0.064282628675433648 -0.059937977364628629 0.045582912716766823 -0.052495507329415214 -0.0085573427720935999 0.075957247086861621 -0.068010814663636468
leaf_weight=261.64301324165353 0.33502497678091359 0.33998129161773238 0.38067905663001489 0.40849614009493962 0.30409712186542492 4.4555274836020571 1.8483804990537458 1.3440802218392489 2.1755119904992162 2.2962915021926165 3.6784889046102753 1.6833025460364326 4.3756021633744266 0.70601256273221202 0.79066153202438727 1.5436890482669694 1.2215339772665164 2.793995856489345 1.4826585999981037 1.001560417935252 0.96259474894031782 10.295105872029124 14.210681030584963 1.9589072056041903 2.1485902295098631 4.5107524890918276 3.7897754609584799 4.8780998997390252 4.6122406274080276 2.0079471287317565
leaf_count=2707 153 14 259 13 115 70 18 31 29 20 24 39 16 28 36 17 38 40 42 8 84 391 208 62 33 38 23 21 26 30
internal_value=0.000538899 -0.0215293 -0.00522844 -0.0297062 -0.00136595 0.000652862 0.000141341 -0.0363258 0.000519438 -0.0303998 0.000975097 0.00573507 0.000541317 -0.0595568 -0.00932083 0.0276495 0.00917594 0.000730848 0.0279787 -0.000536515 0.00598316 -0.00104286 0.000510101 0.00116599 0.000730015 0.00119317 0.000470132 0.00120502 0.0325162 7.79475e-05
internal_weight=344.183 1.76828 1.43325 1.09327 0.712593 342.415 311.103 3.19246 307.91 4.4718 303.438 31.3122 25.313 3.17998 1.49667 5.99922 22.1331 15.2732 6.85982 2.48422 14.0517 11.2577 299.76 285.549 283.59 281.442 276.931 273.141 9.49034 263.651
internal_count=4633 554 401 387 128 4079 3270 49 3221 49 3172 809 722 103 64 87 619 553 66 50 515 475 3148 2940 2878 2845 2807 2784 47 2737
is_linear=0
shrinkage=0.0804263


Tree=714
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 0 0 1 1 2 1 1 1 0 2 2 2 0 0 2 0 1 2 1 2 2 2 1
split_gain=0.848485 2.37631 1.60722 4.39631 1.86832 1.35065 3.01727 1.63727 0.996323 1.60748 1.23373 0.977927 2.97944 2.73132 1.95665 1.39505 1.26535 1.11465 0.900142 0.891509 1.5294 1.28786 0.893075 1.47693 1.1449 2.63878 0.75557 0.754409 2.87577 1.51005
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.36476452800000009 0.3465914194000001 0.34608245260000009 0.48032993025000009 0.57927906350000014 0.47447681205000009 0.47941678395000004 41.243661560350013 0.41997245590000004 0.42926858475000007 0.40115565405000009 0.52688542260000015 41.808689985400001 40.767054867700004 40.621691032550004 0.48654231910000006 0.48368312325000012 41.319407281650008 0.47938684470000009 0.34491482290000003 40.574766824850009 0.34569324270000007 37.345948426100009 41.16018805045001 40.767054867700004 0.3453339720000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 -7 11 -10 -11 17 14 -14 15 16 -13 18 -6 20 22 -22 27 -24 -25 -26 -12 28 -1 -29
right_child=-2 -3 4 -5 8 7 -8 -9 9 10 26 12 13 -15 -16 -17 -18 -19 -20 -21 21 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=5.6284112426058113e-05 -7.669770494943486e-06 0.0013120740225134868 -0.0011355839678777685 0.0019173837387347825 0.00012023212398163501 0.00055879747634669796 0.0014880792506571957 -0.001434512179862816 -0.0020751617721016823 0.0016971744017195776 0.00054665172424652147 -0.0023127286028526654 0.0017594834696460146 -0.00054534254243500185 -0.002869018606555032 0.00071849103884398264 8.1369880798705134e-06 0.00069463716753292765 -0.00088373372256705094 0.0012048927543786097 7.3315022910179029e-05 -0.0017055507429633997 0.0011929713997212738 0.00076582912178604326 -0.00086711936807556316 0.00080407408555292152 -0.0020887817011379394 1.1848786151518869e-05 -0.0020649717974668184 0.001319581761814495
leaf_weight=25.793014272319855 137.6176196608285 6.9772800578211891 5.2492912195157251 6.3249647300690404 95.582749282184523 2.6629770576546425 7.468950316309928 3.9110932350158691 2.1629662558843838 1.1843167414772326 0.75566010750571855 2.1572314403019841 3.5304849371314031 4.4917991627007723 2.0692942496389151 1.9180418690666554 1.5536386044695971 13.008093810640274 3.5613974304869762 3.2020298987627021 3.2585489079356185 3.0102627724409103 8.2182587608695012 9.3591996505856532 8.0385218113660795 6.6273909956216803 0.93668169670127099 12.141301847528668 2.715846618753857 4.7123977392911902
leaf_count=377 2058 36 56 46 759 43 47 24 180 14 186 35 20 37 18 24 13 72 26 20 16 25 27 38 38 21 222 98 43 14
internal_value=0.000116202 0.000183693 0.000151637 0.000331503 1.17601e-05 0.000232307 0.000292063 -0.000627077 5.70737e-05 -0.000798066 0.000162185 9.07759e-05 -0.000367224 0.000468976 -0.00123863 -0.000639263 -0.00134105 0.000154974 8.41683e-05 0.000189476 0.000150711 -0.00078089 0.000225963 0.000475454 0.000230014 -0.000111922 -0.000912015 4.8627e-05 -0.000145794 0.000377499
internal_weight=390.201 252.584 245.606 107.445 138.162 101.12 94.5457 6.57407 132.912 5.03962 2.87666 127.873 15.7205 8.02228 7.69821 5.62891 3.71087 112.152 99.1441 87.0768 83.8747 6.26881 77.6059 32.2434 24.0251 14.6659 1.69234 45.3626 28.5089 16.8537
internal_count=4633 2575 2539 877 1662 831 764 67 1606 602 422 1004 147 57 90 72 48 857 785 717 697 41 656 124 97 59 408 532 420 112
is_linear=0
shrinkage=0.00196078


Tree=715
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 1 0 1 2 0 1 0 0 0 0 0 2 1 1 1 0 0 2 2 0 1 2 1 0
split_gain=0.134136 1.42148 0.391297 0.718806 0.643782 0.521954 1.16458 0.844397 1.56768 0.432448 0.421647 0.354438 2.73222 1.68222 1.30559 1.01204 1.1407 0.66049 2.62922 2.23623 1.99176 1.41402 3.0566 1.05844 0.894405 0.890455 1.74116 0.652635 0.604911 1.89456
threshold=42.081757894750005 42.027798546600003 42.477827694800006 42.580420142950011 0.48271009850000007 0.34494476210000008 0.34521421515000011 0.47774018740000007 0.39500314360000005 42.654057868200006 0.57299182660000014 0.3584174126500001 0.49194634890000005 0.48735067810000005 0.48735067810000005 0.48588365620000007 0.48368312325000012 41.184662530950007 0.41997245590000004 0.42926858475000007 0.40115565405000009 0.52688542260000015 0.5054040298000001 41.11191809080001 41.772405911750006 0.48911709230000006 0.36476452800000009 41.600558339100012 0.34515433670000012 0.48185683060000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 5 4 -4 -2 -7 -8 -9 -5 -10 12 14 -13 15 16 28 23 20 -20 21 22 -19 25 27 -15 -27 -21 29 -1
right_child=2 -3 3 9 -6 6 7 8 10 -11 -12 13 -14 17 -16 -17 -18 18 19 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=-0.010424677934577872 -0.058291515467040304 0.041268199493925163 -0.014622172388823374 -0.033660800780161947 0.034392786842550524 0.051886312454583354 0.032049994902782188 -0.050688502802674867 0.020794650208649002 -0.00086505508765919511 -0.030973391501445107 -0.11470137365215834 0.071510412934056994 0.092727263003549859 -0.047789155807437179 0.039359430370077088 -0.03744409275724761 0.0050089524454175194 0.069230116915851514 -0.023107534445779707 -0.11846478128815072 0.029593288833954071 -0.15679567668544259 0.047589431283301432 0.02332705642372988 -0.058842008197585227 0.00081072067230006481 -0.10681954633725889 0.010569109135053569 0.049548940729737798
leaf_weight=31.342148704970896 1.489509316394108 5.7334979633014873 2.3286129834013973 2.6760548171296241 6.7801725677854847 1.8277382045052935 1.9970755791291583 6.6095040487125498 4.0347548834979534 92.395161958927929 1.360996426476049 0.85227130178827692 3.7729729190468779 0.65908577479421993 3.3288802504539481 4.816960170865058 4.6080055385828009 1.936003074049949 3.0179647579789144 2.2847188119194475 2.094630790874362 1.9016328845173118 1.2381602218374608 3.0508442641803404 2.0452762885252014 3.2668721228837958 101.49867566049966 0.81812072974571481 39.831322040139639 3.8226355314254752
leaf_count=471 37 36 27 35 41 11 17 71 29 1743 47 40 46 4 31 36 29 15 20 47 19 25 35 17 45 25 1331 39 250 14
internal_value=0.000566855 0.00174296 -0.00158132 0.000279656 0.0218624 -0.0127754 -0.00849259 -0.0163739 -0.0244292 -0.00178819 0.00773695 0.000694712 0.00449538 -0.00209557 0.00161394 0.003562 0.00139584 -0.00132043 -0.016943 0.0142613 -0.0524802 -0.0252503 -0.0581069 0.00088832 -0.0179629 -0.000463146 -0.00104941 -0.0451797 0.00378229 -0.00390516
internal_weight=343.42 221.921 121.5 104.18 9.10879 17.3196 15.8301 14.0023 12.0053 95.0712 5.39575 216.187 91.5229 124.664 87.75 84.4211 79.6041 123.812 15.3365 8.16608 7.17043 5.0758 3.17416 108.475 5.14812 105.425 104.766 3.10284 74.9961 35.1648
internal_count=4633 2575 2058 1846 68 212 175 164 147 1778 76 2539 877 1662 831 800 764 1622 245 151 94 75 50 1377 131 1360 1356 86 735 485
is_linear=0
shrinkage=0.0804263


Tree=716
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 1 0 0 0 1 1 0 0 1 2 2 2 0 0 1 1 2 0 1 1 0 2 1 0 2
split_gain=0.135805 0.292458 0.593573 0.611464 0.682168 0.706081 0.349752 0.390842 0.393903 0.349402 0.253406 0.510752 0.380069 0.168014 0.132097 0.22495 0.184812 0.931373 1.05738 2.59111 1.04146 0.383629 0.650392 0.619095 0.512165 0.362809 0.223425 0.399269 1.2064 0.253566
threshold=35.119813570500007 33.96174662340001 33.361153777850006 0.38906020780000011 33.036871954450007 0.38512319990000005 0.54413041525000005 0.56748300950000019 0.56915960600000015 0.38045268105000002 0.36551300860000008 0.5132031975000001 0.54585192060000021 0.31753540315000006 35.374259656300005 35.771221912400001 37.041406607950009 0.5296248615500001 0.50035927070000008 0.36265381275000008 0.46280051495000007 37.765550062200006 0.52324780695000006 0.40272746325000003 0.42307116555000007 0.5195503128500002 38.060777288450005 0.37407562650000009 0.52889135055000014 38.474425342400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 -8 -9 13 -3 -12 -13 -1 -2 -16 17 18 19 -17 -19 22 -18 -24 -25 -20 27 -23 -29 -28
right_child=14 10 -4 6 -6 -7 7 8 -10 -11 11 12 -14 -15 15 16 21 20 25 -21 -22 26 23 24 -26 -27 29 28 -30 -31
leaf_value=0.017343780321301589 -0.02186189278643778 0.041968797307346414 -0.072304620170662123 0.087408541236809967 0.027501827723664319 -0.19916518845701603 -0.099820089044613494 0.095267248125147003 -0.093484554046646628 0.08856130543825759 -0.053818026401437367 0.06917214371704461 -0.0017047965319519579 -0.095514287993491945 0.026406889941870234 0.047896640021944825 0.037823317789991227 -0.10417852237926344 -0.0033576335343807064 -0.12092215894001043 0.06210880096084178 0.014535174212860255 -0.055606171706159974 0.048055777518006465 -0.015815692847569122 0.032063078363153696 0.013392204546865991 -0.11330856770894918 0.0082669180912903831 -0.00016492678948779691
leaf_weight=0.1384863350540384 2.0338358345579755 2.791103582829237 0.84655908559716397 0.85021219518966951 0.94887735624797642 0.2602837085723877 0.19697395773255266 0.33140770718455315 0.11214767788010249 0.14714521914720535 0.80701566673815284 0.9465288016945127 1.4544967263555006 0.35946960126966587 2.5001311253727172 1.2194053902057924 5.4646165953017753 1.3675079963868473 4.4929818343371135 1.5842054057866333 0.3607452890537387 1.5685691414400924 1.3620243733748791 1.7180247073993089 2.1324431011889828 4.2786556277424097 10.849092327247488 1.0433840944897386 1.5193445254117248 288.33585233791018
leaf_count=14 19 35 37 6 9 3 18 2 147 3 6 8 59 75 37 61 44 65 19 12 39 15 16 7 62 31 106 20 34 3624
internal_value=0.000560459 0.0104594 -0.00718417 0.00929663 -0.0240769 -0.0781333 0.0508083 0.0022267 0.0475436 -0.0292996 0.0227868 0.00609774 0.0262362 -0.0641274 0.000256459 0.000392861 0.000194147 -0.00985594 -0.000955403 -0.0474959 -0.0694687 0.000619957 0.0168386 -0.00516107 0.0126829 0.01392 4.9039e-05 -0.0200578 -0.0412311 0.000326684
internal_weight=342.022 10.1907 4.19156 3.345 1.85426 0.905385 1.49074 0.640529 0.443555 0.645101 5.99914 3.20804 2.40103 0.497956 331.831 329.797 327.297 13.3035 11.5752 2.80361 1.72825 313.993 10.6771 5.21249 3.85047 8.77164 303.316 4.1313 2.56273 299.185
internal_count=4633 422 314 277 104 95 173 167 149 92 108 73 67 89 4211 4192 4155 227 123 73 104 3928 129 85 69 50 3799 69 54 3730
is_linear=0
shrinkage=0.087056


Tree=717
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 0 1 1 1 1 1 2 2 2 2 1 2 0 1 2 2 2 2 2 1 1 1 0 2 1
split_gain=0.127997 0.661566 0.426303 0.284255 0.53322 0.231867 1.12064 0.415688 0.655361 0.589657 0.500922 0.504426 0.966586 0.445017 0.899104 0.378287 0.390822 0.262338 0.585675 0.236494 0.436413 0.232818 0.283849 0.446166 0.75049 0.318135 0.577396 0.289296 0.551817 0.327869
threshold=0.63528038085000016 0.49585341755000006 0.68131193680000013 0.4985778869000001 48.109449608500007 0.60710757165000018 0.45824975300000009 0.46551001470000003 0.46280051495000007 0.48616807880000007 0.4830394299500001 42.123054668150012 41.772405911750006 39.032633164100012 38.911218973650008 0.50056884525000012 44.749265482150008 0.62143349005000015 0.4671267327000001 47.309807198350008 45.044778924400006 49.292797572200008 47.927946529500012 45.700098835450007 0.37447980600000008 0.44618424600000006 0.39150025445000008 0.47721625100000004 48.96897326980001 0.39170982905000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 7 -7 8 21 10 11 12 13 14 -9 16 17 18 -8 20 -17 22 23 -1 -25 26 -26 28 -24 -29
right_child=1 2 -4 4 -6 6 15 9 -10 -11 -12 -13 -14 -15 -16 19 -18 -19 -20 -21 -22 -23 27 24 25 -27 -28 29 -30 -31
leaf_value=0.00053557654378954211 -0.093035668159367271 0.080141154040724347 -0.084493732818913148 -0.085946250302389601 0.024003049824187446 -0.098180643153935335 0.05287251736882443 -0.093519375350149342 0.043541268279970555 -0.086111378187037346 0.021184221490634057 -0.096675215838359155 0.098467980793851231 -0.088246253425088711 0.095161087632283065 -0.08248853866786085 0.070868776858678428 0.042733674186825367 -0.088162338445593028 -0.090502354931914414 0.089403719867110626 -0.021754121391319516 0.018394461967336715 -0.092328240993205746 -0.036835039610550652 -0.052141765963248571 0.034758345367112614 0.045909706126406047 -0.027806261940032589 0.0060033261364187381
leaf_weight=304.63355822983794 0.60574072301096693 0.37688669748604375 0.33160359448311272 0.37114392112698613 1.48262220446486 0.49508145920117286 0.38807103037834201 0.3308026196464191 2.3900168538093558 0.82777432891089109 1.8934785854071376 0.6538262367248534 0.40872862935066212 0.74846078758127987 0.34956374764442444 0.17977121018338937 1.7178618758916853 1.1019461977703029 0.40489803941454738 0.238878890639171 0.22232860326766968 3.1538205005708724 4.9200567714869958 0.89562920713797112 1.3512760391458876 0.89893700554966915 1.7269589682109652 2.8762917518615723 2.6915270024910569 2.673211379442364
leaf_count=3171 44 3 179 167 21 29 6 58 9 147 20 20 1 43 1 157 18 27 34 24 1 162 31 97 31 13 43 14 25 37
internal_value=0.000478116 -0.0159346 0.0022928 0.0151943 0.00199002 0.00063187 0.0186311 0.000375513 0.000740549 -0.0226088 -0.0106208 -0.034793 -0.0127745 -0.0445963 0.00342229 0.0322264 0.0425309 0.0168407 -0.0191413 -0.0258529 0.0125539 0.00042659 0.000643389 0.000141653 -0.0244853 -0.00920761 0.00333046 0.0124426 0.00205746 0.0266867
internal_weight=341.341 3.168 2.56226 2.23065 1.85377 338.173 4.74884 333.424 328.211 5.21263 4.38486 2.49138 1.83756 1.42883 0.680366 4.25376 3.61278 1.89492 0.792969 0.640979 0.4021 325.821 322.667 309.506 4.8728 3.97717 3.07824 13.1611 7.61158 5.5495
internal_count=4633 414 370 191 188 4219 296 3923 3633 290 143 123 103 102 59 267 85 67 40 182 158 3624 3462 3355 184 87 74 107 56 51
is_linear=0
shrinkage=0.0820348


Tree=718
num_leaves=31
num_cat=0
split_feature=1 2 2 0 0 1 0 0 0 0 2 0 2 0 0 0 1 2 2 1 2 2 1 2 2 2 2 1 0 1
split_gain=0.128055 0.338658 0.327283 0.729469 0.430499 0.461707 0.411239 0.686088 0.404547 0.640655 0.31388 0.410355 0.307756 0.400232 0.185365 0.773581 0.774601 0.65909 0.423882 0.46458 0.955601 0.979787 0.681835 0.372119 0.946981 1.04693 1.74683 0.520131 0.464099 0.554842
threshold=0.31100865245000009 48.823707093150006 49.064150740050003 0.55688452445000014 0.55788748840000013 0.48522499325000007 0.58035687555000015 0.61400856260000014 0.62071494865000021 0.66718062335000017 36.952388736350009 0.3733870243500001 50.189067467950004 0.47648274005000008 0.47396784530000008 0.47500074850000013 0.34422622080000004 48.914776625700007 48.914776625700007 0.34422622080000004 42.123054668150012 42.283941020600004 0.3584174126500001 40.767054867700004 39.525197829750006 38.983591653800012 38.110427674550003 0.3298553935500001 0.43572048740000008 0.31638274305000008
decision_type=2 2 2 2 2 2 2 2 2 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 14 12 -5 -6 -7 -8 -9 -10 -1 -12 -4 -14 18 -16 -17 -18 19 23 -21 -22 -23 24 25 26 27 -2 29 -25
right_child=2 -3 3 4 5 6 7 8 9 -11 11 -13 13 -15 15 16 17 -19 -20 20 21 22 -24 28 -26 -27 -28 -29 -30 -31
leaf_value=0.082734204594989799 -0.039795008031866141 0.024789029609777202 -0.092166974176702249 0.090998113350525586 -0.083192335369015297 0.045600681804088883 -0.10677804388469704 0.069801002437674647 -0.090645754359808373 0.046216028763273242 0.013340697850695285 -0.084051856717998363 0.085603295875538291 -0.082250429963804328 0.035335553789356641 -0.041054665828592518 0.00063049167059321665 0.0470392089550229 -0.044612413211773942 -0.096478741120926109 0.086661335884945359 0.027332348659213249 -0.095011479050765429 0.021279919616519805 -0.071119213628547062 0.061998231210972289 -0.12595649407426843 0.024439520171123798 0.041609509145309226 -0.035489090572601717
leaf_weight=0.15939229726791282 1.1423792696878137 3.8908608299680054 1.0277269911894098 0.30184838175773654 0.4691697378875691 0.95982134900987182 0.44064472583704617 0.46235419483855345 0.44775777403265238 0.43731048563495278 0.53213573666289427 0.59021700668017729 0.16703233122825611 0.20423693318298319 4.1899053007364264 2.8686095084995022 301.49094473182345 1.9925204101018597 1.7682454586029042 0.99932809190431671 0.58886168897151936 0.5341589184827169 0.65715365461073816 2.9516637409105897 1.3584925001487134 1.4824599064886568 0.77414005296304811 2.8488130949954211 2.7055160899180919 1.7883727443404493
leaf_count=2 95 28 31 1 61 20 54 9 21 42 16 167 1 82 35 20 3480 19 10 163 3 5 86 20 29 7 13 37 43 33
internal_value=0.000419758 0.0129776 0.000225892 -0.020369 -0.000838376 -0.00945516 0.0031346 -0.0196609 0.00882886 -0.0230226 -0.0228771 -0.0378756 -0.0694945 -0.00673381 0.00053268 0.00101145 0.000542005 0.000935188 -0.00705306 -0.00332849 -0.0335383 0.00179433 -0.0401551 0.00225011 -0.0102613 0.00297138 -0.0153914 0.00605399 0.0150316 -0.000138513
internal_weight=340.232 5.17261 335.059 4.9179 3.51891 3.21706 2.74789 1.78807 1.34742 0.885068 1.28175 1.12235 1.399 0.371269 330.142 310.542 306.352 303.483 19.5996 17.8313 2.7795 1.78017 1.19131 15.0518 7.60628 6.24779 4.76533 3.99119 7.44555 4.74004
internal_count=4633 213 4420 322 208 207 146 126 72 63 185 183 114 83 4098 3554 3519 3499 544 534 257 94 91 277 181 152 145 132 96 53
is_linear=0
shrinkage=0.0804263


Tree=719
num_leaves=31
num_cat=0
split_feature=2 0 0 0 0 0 2 1 1 1 2 0 0 0 0 2 2 0 0 2 0 0 1 1 1 0 1 2 0 0
split_gain=0.12235 0.633749 2.53908 1.837 1.12939 1.37535 0.785847 0.725895 1.01587 1.2134 0.981846 0.577457 0.52917 1.38986 0.646378 0.723099 0.456878 0.644366 0.968271 0.31691 0.550055 2.54181 0.920845 0.237138 0.515939 0.216006 0.29789 0.207074 1.43927 3.98807
threshold=36.558960102350007 0.50035927070000008 0.50452082270000009 0.49877249185000011 0.5218855723000001 0.52366695610000014 36.165040341950011 0.36510882910000009 0.36476452800000009 0.34007963835000005 34.424709467050008 0.42314601355000009 0.52401125715000008 0.52863686715000002 0.5296248615500001 35.119813570500007 37.041406607950009 0.50452082270000009 0.52889135055000014 37.765550062200006 0.52324780695000006 0.54191491270000014 0.42307116555000007 0.39431454150000006 0.43540612555000008 0.54413041525000005 0.43643902880000007 38.751720283100006 0.52769378160000013 0.48911709230000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 9 11 -11 -1 -7 -14 -15 25 17 -2 -19 20 -18 -22 -23 -20 -25 -16 -27 28 29 -21
right_child=16 2 4 -5 5 12 -8 -9 -10 10 -12 -13 13 14 15 -17 19 18 23 27 21 22 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.061563472045769341 1.8448368225800065e-05 -0.092816315303343958 0.041481338431502507 0.093686170877830335 -0.16696306467371508 0.062824441989712973 0.080277680728104345 -0.07216821398545066 0.090622731445990604 -0.029135663379412195 -0.20149487137385846 0.052293533599596972 -0.1024858156065391 0.10540262711270906 0.042042422713859558 -0.092151491004706348 0.034358069742332492 -0.12318890114918139 0.022330809664196576 0.021687436618258255 -0.12469186131240469 0.066156579185584569 -0.014431905934628432 -0.098654319143183816 0.028329807624137782 0.0085201522463018934 -0.088834411158644364 0.00052955239860051964 0.01448169294307996 -0.086509292628823273
leaf_weight=0.42729975288239419 3.7412989736767477 2.014907492324709 5.0122891515493375 2.1278974590823054 0.39413816388696421 0.78766298294067372 0.77160933101549734 1.1341826245188711 0.80517597496509541 0.67123227802949237 0.37539824168197811 1.3486006692983208 1.005619403440505 0.45289123058319081 1.1827572486363358 0.55891061025431543 5.3003608994185907 0.96352319512516293 0.69729062169790246 5.0513443321688118 1.0306972197722641 2.0284698307514191 2.1043286178392009 0.53414807928493246 0.4135107236179465 1.8542644386179747 0.26120135579822079 281.34199190814252 9.9341283298126637 4.8780709684360772
leaf_count=73 28 12 33 11 4 2 30 7 5 41 16 25 20 1 9 75 44 11 3 47 17 6 62 20 30 37 212 3571 131 50
internal_value=0.000398823 0.00667898 -0.00443126 0.0262919 0.0110415 -0.0124405 0.000375484 -0.0125717 0.00606076 -0.018062 -0.0909563 0.0248984 -0.00246175 -0.0121357 0.00894482 -0.00238092 -1.95532e-05 -0.0226837 -0.0552452 0.000442194 0.015044 -0.00478211 0.0251227 -0.0154474 -0.0432448 0.0128314 -0.00350044 -6.507e-05 -0.00848714 -0.0314669
internal_weight=339.205 21.186 13.5246 7.6614 11.5097 6.49745 5.5335 4.76189 3.62771 2.82253 1.04663 1.7759 6.10331 5.31564 4.31002 3.85713 318.019 6.34977 2.60847 311.669 10.4639 5.1635 4.1328 1.64495 0.947659 3.29822 2.11547 301.206 19.8635 9.92942
internal_count=4633 613 405 208 393 360 197 167 160 155 57 98 356 354 334 333 4020 92 64 3928 129 85 68 53 50 258 249 3799 228 97
is_linear=0
shrinkage=0.085349


Tree=720
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 0 1 2 2 2 2 1 0 2 0 1 0 2 1 2 1 2 1 1 0 0 1 2 2 0
split_gain=0.1297 1.5313 0.64764 0.801132 0.730976 0.514099 0.630832 0.769436 1.35738 1.08974 0.655336 0.458953 0.615734 2.03355 1.46246 1.10182 1.82408 1.3183 1.09273 0.537063 1.37812 1.27848 2.97093 1.20259 1.14262 0.945924 2.82207 1.37115 1.26403 0.723916
threshold=0.39563186730000005 0.39995808510000008 0.39431454150000006 0.39170982905000007 0.53146612375000013 0.5218855723000001 0.39900002995000006 43.61821939175001 43.663128814500006 36.558960102350007 49.960114208400007 0.40115565405000009 0.5380527529500001 40.408647214050006 0.53866650695000018 0.4172030777500001 0.53938504835000012 37.765550062200006 0.41861022125000008 40.767054867700004 0.42111014640000005 40.003678352300007 0.42802610700000004 0.43929822460000006 0.54284302865000023 0.5485614203000001 0.43967246490000006 39.476991512000005 39.354247760400007 0.56915960600000015
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -2 7 9 -9 -7 -10 -3 13 -13 -14 16 -16 -18 -15 21 -21 25 -23 -24 -22 -17 -27 28 29 -28
right_child=1 11 -4 4 -6 6 -8 8 10 -11 -12 12 14 18 15 19 17 -19 -20 20 24 22 23 -25 -26 26 27 -29 -30 -31
leaf_value=0.0014185361739368649 0.031098824156921424 0.037508030252057414 0.033847823985075687 -0.097710576968044999 0.006980647680119652 0.0095346935092150437 -0.12087709082157244 0.11747985771725651 -0.096511297539807639 -0.099688513437515017 0.049042602641078292 -0.11607119534082977 0.055667332749233668 0.018917679399296568 0.018664318337241005 0.023759166599923533 -0.002098478380970689 -0.10559524832739883 -0.0736400957906891 0.053871510547262497 -0.07597667408346008 -0.114210177449364 0.050280242387939614 -0.030511566774469163 0.0063038182641984263 -0.08502201635104463 0.019665729261578373 -0.14981628983415488 0.10085564215540717 -0.049400069958307882
leaf_weight=223.77921292365863 0.67784479330293734 2.6903651270549735 4.9961075186729422 1.2827249578112963 0.95404445671010751 1.1021324265748265 0.92672609910368908 0.61477349698543537 0.77910089690703876 2.3411492800805718 0.37632480822503567 1.5944459931924928 3.9383527673780909 4.799083138233982 3.2209529504179946 11.393491761758925 1.5259439939982256 2.9838723949214909 1.3381276031359446 4.9801176202017805 1.4366914629936207 2.7275730390101653 2.3428646922111511 4.2588065410309355 38.141422360629804 3.2503024320321847 6.2533730002760386 0.40788756846814145 1.3492097595881203 1.5544456015295507
leaf_count=2203 5 16 35 84 23 13 16 2 99 98 6 35 16 62 11 51 28 58 108 36 12 21 9 108 876 114 48 29 7 404
internal_value=0.000384935 -0.0022219 0.00159243 0.00087942 -0.0530569 -0.0437558 -0.0520194 -0.0397795 0.00874897 -0.0647281 -0.0491041 0.000604606 -0.00041372 -0.0249392 0.00169871 -0.000777756 -0.0333949 -0.070576 -0.00126317 0.00245102 0.00896732 -0.00620647 -0.034693 -0.00183939 0.00331702 0.00477131 -0.01211 0.0126666 0.0199041 0.00591553
internal_weight=338.017 107.005 231.012 226.016 2.23677 6.81805 6.14021 5.21348 1.7702 3.44328 1.15543 100.187 97.497 7.73166 89.7653 85.827 7.73077 4.50982 6.13721 78.0962 44.5582 33.538 9.32924 6.60167 39.5781 24.2087 12.8152 9.56492 9.15703 7.80782
internal_count=4633 2288 2345 2310 107 239 234 218 107 111 105 2049 2033 205 1828 1812 97 86 170 1715 924 791 138 117 888 653 602 488 459 452
is_linear=0
shrinkage=0.0905731


Tree=721
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 0 2 2 2 0 0 1 2 1 2 2 0 1 2 1 1 1 2 2 2 2 1 0 1
split_gain=0.945001 1.53351 1.23131 1.14082 2.96286 1.20198 1.50911 0.951703 1.38708 1.62589 1.2083 2.06864 1.2792 1.34188 1.98628 1.72218 0.933974 2.40407 2.2467 0.88921 0.990813 0.849805 0.770851 0.703599 1.0076 0.674196 1.58646 2.81404 2.12041 1.77981
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 0.47787491390000009 39.571921479100006 0.47721625100000004 0.47709649410000005 36.377496227400009 38.324118171300007 39.262923716450011 0.52432561900000019 0.5116313883000001 0.39431454150000006 41.444941515100005 0.40651477500000005 44.578137159850009 43.930205408700004 0.51017933595000009 0.35394149875000008 40.518963363600001 0.34521421515000011 0.38723391515000005 0.39170982905000007 42.081757894750005 44.202975721700007 42.670715716450012 41.489621506400006 0.34569324270000007 0.48119816770000007 0.34545372890000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 5 -5 6 -1 -2 -9 -10 11 -11 -12 -14 -15 -16 25 18 -18 -6 -21 -19 -3 -7 -25 26 29 -28 -29 -4
right_child=1 22 16 4 19 23 -8 8 9 10 12 -13 13 14 15 -17 17 21 -20 20 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=2.2432232003301354e-05 -0.0022433864990576962 0.0016957972566396845 0.00086734646674259516 0.0014308561331003995 -0.0002309818915955945 0.00089149037460751806 -0.0015158425558630957 0.00082945158202118194 -0.0027638896897491006 -0.0021797011407774102 -0.0022423402765486388 0.0013142069758006558 0.00067582005398458551 -0.002572595215406032 0.0015607200029217002 -0.0020494400793096071 -0.00082711987492764506 -0.0027768248643513993 0.0014804845679098097 -0.0025421287341009778 -0.00091627197131032251 -0.00048523493137426761 5.0105363202308617e-05 -0.00069778963781988316 0.00086307791999669294 0.00056444598125195014 -0.00098019750152110474 0.0014366833826151737 -4.0719471220922465e-05 0.00023675265835153514
leaf_weight=50.013376726274146 1.1971167968586112 1.1044026464223851 21.961620733141899 2.4088200628757468 3.959163621067999 9.7175599560141581 2.5783597640693179 2.7796901729889241 1.3138953610323358 0.8541087571647944 1.9975002505816499 2.7466012402292108 2.5142347626388073 1.955300837755203 1.3105233032256367 0.82963673301856022 3.2896249769255501 1.6404710821807387 3.2000851817429066 2.0439247060567141 4.8858860675245523 1.0022941045463083 119.52383091138563 3.3057167418301097 3.0637437775731087 32.875464847311378 10.160262227058409 4.6783888638019588 18.520524127408862 79.503060912713408
leaf_count=956 26 3 94 10 19 33 17 40 20 55 65 51 40 116 7 59 20 51 21 30 42 11 1981 25 16 203 66 31 96 429
internal_value=0.000117443 -1.35162e-05 0.000187336 -1.13002e-05 -0.000536972 9.0482e-05 -5.29831e-05 -0.000555963 -0.000432045 -0.000691372 -0.000468314 0.000485432 -0.000867301 -0.000451754 -0.00114398 0.000161235 0.000279421 -0.000331223 0.000310763 -0.000972288 -0.00139581 -0.00190772 6.51724e-05 0.000559499 5.29958e-05 0.000312676 0.000251284 -0.000119663 0.00025722 0.000373242
internal_weight=396.935 138.127 258.808 81.9766 13.2978 68.6788 52.5917 17.4986 16.3015 13.5218 12.2079 3.60071 8.6072 6.6097 4.09546 2.14016 176.832 9.13248 6.48971 10.889 6.92981 2.64277 120.628 16.087 6.36946 167.699 134.824 33.3592 23.1989 101.465
internal_count=4633 2463 2170 1148 101 1047 973 479 453 413 393 106 287 222 182 66 1022 103 41 91 72 62 1984 74 41 919 716 193 127 523
is_linear=0
shrinkage=0.00196078


Tree=722
num_leaves=31
num_cat=0
split_feature=2 0 2 0 2 2 1 0 0 1 0 0 1 1 0 0 1 2 0 0 2 2 1 2 2 0 1 0 0 1
split_gain=0.121691 0.446667 1.25666 1.07239 1.36301 0.748078 0.595699 0.486534 0.359776 0.215912 0.391042 0.475645 0.389252 0.404748 0.361725 0.370167 0.230644 0.140468 0.797884 0.978964 2.30433 1.15348 0.869084 0.393782 0.261336 0.90314 1.46403 1.36781 0.593057 2.03732
threshold=35.771221912400001 0.50035927070000008 35.119813570500007 0.49877249185000011 35.374259656300005 35.119813570500007 0.34007963835000005 0.49405706415000006 0.42314601355000009 0.36551300860000008 0.5116313883000001 0.51484985480000012 0.38906020780000011 0.39346127360000005 0.5380527529500001 0.54413041525000005 0.43643902880000007 37.041406607950009 0.5296248615500001 0.50035927070000008 36.558960102350007 36.165040341950011 0.46280051495000007 36.772607578000013 37.995872310650007 0.50730517050000012 0.38772791230000009 0.49194634890000005 0.52324780695000006 0.39431454150000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 4 5 6 8 -8 -1 -3 -11 -12 -13 -14 -15 -16 -17 18 19 20 21 -2 -20 -21 25 27 -27 -19 -28 -30
right_child=17 2 -4 -5 -6 -7 7 -9 -10 10 11 12 13 14 15 16 -18 24 22 23 -22 -23 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.042145043177257188 -0.063426420737876077 0.051341212031105948 -0.071969296720158907 0.093385772804806685 0.085015561006727483 -0.12819660400176319 -0.10365415050170086 -0.003614402901559914 0.072969421510072879 -0.049013615254301549 0.091595622164519705 -0.038143676930290138 0.096866847618158364 -0.095103231674791178 0.059424348948144891 0.0053761911247965062 -0.090005649880099306 -0.0032121584360862024 -0.10280742395104982 -0.0026810900647708303 -0.14093970537452524 0.083150674115396075 0.059502042282779714 0.035117633233274534 -9.6426253942610268e-05 -0.081755530616464567 0.064500151740552292 0.093445201911342646 -0.12449147450092643 0.020307650045182816
leaf_weight=0.27812702035589587 0.71598329418338769 0.93238986283540537 1.6707635215771004 1.3981663801241664 1.1833277021069077 0.45304049210972142 0.59047771351106326 0.97980628907680511 0.79085973231121898 0.83175872452557076 0.55293178558349598 1.1269967770203946 0.46052628755569491 0.23298726323992047 0.99730756878852878 1.2744435826316474 0.22624480226136245 2.2487989859655491 1.1832438483761496 4.8009058902971429 1.1391527077648786 0.94252049596980214 0.31699989132357576 3.6975719491019845 296.58925935988373 1.5083178505301456 1.3473729777615515 2.190225824713707 0.85034686629660416 5.4965096199885011
leaf_count=59 21 3 35 9 10 6 43 9 20 7 4 12 2 7 5 35 212 33 65 33 21 31 39 17 3748 12 6 16 12 101
internal_value=0.000420914 0.00837284 -0.00448792 0.0272008 0.00555777 -0.0248482 -0.00710802 -0.0412326 0.0430192 0.0125031 0.00615364 0.015573 0.00583924 0.0213706 0.00863969 0.0183158 -0.00900364 7.67663e-05 -0.00886178 -0.000939664 -0.0456071 0.0198727 -0.0685116 0.0137646 0.000445463 0.012227 -0.00333031 0.0444788 0.0120436 0.000907577
internal_weight=337.007 13.9802 8.30635 5.67381 4.27564 3.09231 2.63927 1.57028 1.06899 6.63559 5.7032 4.87144 4.31851 3.19151 2.73098 2.498 1.50069 323.027 12.7964 11.2961 2.79766 1.6585 1.50024 8.49848 310.231 13.6416 9.20255 4.43902 7.69423 6.34686
internal_count=4633 478 322 156 147 137 131 52 79 287 284 277 273 261 259 252 247 4155 227 123 73 52 104 50 3928 180 131 49 119 113
is_linear=0
shrinkage=0.087056


Tree=723
num_leaves=31
num_cat=0
split_feature=2 1 1 1 1 2 2 0 1 0 1 1 1 2 1 1 2 2 0 0 1 1 1 2 0 1 1 0 1 0
split_gain=0.140924 0.696661 0.554603 0.507132 0.32939 0.249666 0.228975 0.346257 0.286393 0.146795 0.128506 0.118408 1.53836 0.85629 0.691703 0.5948 0.55895 0.694332 0.3288 1.7852 1.52702 0.780455 1.81863 1.53943 1.13435 0.857277 0.924287 0.689064 0.671582 2.34202
threshold=33.036871954450007 0.38906020780000011 0.38512319990000005 0.40206880030000008 0.38045268105000002 34.823977857500005 33.96174662340001 0.5116313883000001 0.38772791230000009 0.54191491270000014 0.31753540315000006 0.39563186730000005 0.39814676205000005 37.232443001650005 0.46280051495000007 0.39431454150000006 49.960114208400007 36.558960102350007 0.52401125715000008 0.52769378160000013 0.39019789825000006 0.39019789825000006 0.38976377950000002 38.751720283100006 0.5218855723000001 0.38334181610000007 0.37977904855000005 0.53447501570000011 0.37227927305000003 0.50291907430000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 10 6 7 -2 -8 -10 -1 15 16 14 -14 18 17 -13 21 20 -20 22 24 -23 25 26 28 -21 29 -7
right_child=5 3 -4 -5 -6 11 8 -9 9 -11 -12 12 13 -15 -16 -17 -18 -19 19 27 -22 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.012634827307541788 -0.040697299742808987 0.097771931357839847 -0.18945530579095132 -0.091411667944667277 0.09019281242498553 -0.0011092734785539341 0.06603412548984694 0.029780462040772063 -0.034692246008851998 0.038738097710718712 -0.09697914576508769 -0.0053010060254068576 -0.10435025029107939 0.00078611242619647183 0.040157439344926556 0.032156162630780437 0.044201007591777405 -0.096367882243584585 0.0027204297741913615 0.033897988426824649 -0.10867667091005551 -0.025752397238366094 -0.081745778071378908 0.057879777930647164 0.055357959311536739 -0.033416968973807415 0.039667862773458254 -0.022510049607667518 -0.025704737638725099 0.040087114599301678
leaf_weight=0.11363242496736237 0.92093372292583753 0.42087544500827789 0.2527303583920002 0.1521025041113262 0.13416920602321625 167.86760443422463 1.3984399279579522 1.36340452046511 0.44285303540527809 0.41660301866613736 0.32704441113673965 0.91869231685996045 1.0644299884806958 98.67718931464151 0.34609934940363007 4.8412066998425862 0.37156858853995789 2.3457748431246728 1.6737204352393731 4.4406319111585617 2.3085855671670288 2.6401418657042077 2.1016042903065673 5.0644753198430408 3.0134801389649502 5.7181005086749783 4.869109086226671 2.774398734443821 7.4173023945186278 11.63521091127768
leaf_count=14 18 2 3 162 3 1671 27 37 6 39 75 11 82 1692 75 34 6 185 18 42 69 17 14 37 19 40 22 40 89 84
internal_value=0.000394355 -0.027714 -0.0798244 0.0475513 -0.0316253 0.000511999 0.0211884 0.00136727 0.0412418 0.000901549 -0.0687142 0.000227478 -0.00225703 -0.000195865 -0.0688926 0.00136591 -0.0589938 -0.0707397 0.00069302 -0.0141337 -0.0618577 0.00148236 0.000427591 0.0292215 0.00128883 0.000463865 0.00147401 0.0122074 0.000479088 0.00156104
internal_weight=336.032 1.40055 0.827576 0.572978 0.574846 334.632 4.54223 2.28434 2.2579 0.859456 0.440677 330.089 103.724 100.088 1.41053 226.366 3.63604 3.26447 221.524 11.1973 3.98231 210.327 202.622 7.70462 200.521 197.507 191.789 7.21503 186.92 179.503
internal_count=4633 259 95 164 92 4374 127 55 72 45 89 4247 2051 1849 157 2196 202 196 2162 169 87 1993 1939 54 1925 1906 1866 82 1844 1755
is_linear=0
shrinkage=0.0887971


Tree=724
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 1 2 2 0 1 1 0 2 1 1 0 0 1 1 1 0 1 1 2 1 1 0 2
split_gain=0.791625 1.69951 1.0359 3.64198 1.79103 1.33713 2.86458 1.91053 0.911613 1.85846 1.95416 3.31022 2.48333 1.73065 1.63843 1.68401 4.6945 1.59097 1.56983 1.54364 3.2735 2.19313 0.881005 1.59811 1.05334 0.887573 2.56506 2.47942 2.23288 1.30285
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.36476452800000009 0.3465914194000001 0.34608245260000009 0.35331277505000008 39.571921479100006 40.148327922700012 0.47697673720000006 0.32467590790000006 0.34548366815000003 0.47757552170000012 40.574766824850009 0.34515433670000012 0.34479506600000004 0.43486721955000007 0.48032993025000009 0.34536391125000004 0.34560342505000002 0.34548366815000003 0.57927906350000014 0.47447681205000009 0.47941678395000004 41.184662530950007 0.41917906650000009 0.40115565405000009 0.54986377655000018 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=1 2 3 5 -4 6 8 -7 18 -10 11 17 -13 -12 -15 16 -16 -11 -1 -17 21 -21 25 -24 -25 29 27 -27 -28 -6
right_child=-2 -3 4 -5 22 7 -8 -9 9 10 13 12 -14 14 15 19 -18 -19 -20 20 -22 -23 23 24 -26 26 28 -29 -30 -31
leaf_value=0.00035513972196289038 -1.2485133046382307e-05 0.0011549967905925287 -0.0011207400271674595 0.0018628011575017049 0.00012716751230338672 -0.0020568939535798489 0.0014512810854263119 0.00015291740440764851 -0.00085821409119059158 -0.00074105604466173267 0.001132831121267851 -0.0027020650610395432 0.00063932785238730438 0.00079629728189382269 0.00037604151580700038 0.00097364900570260531 -0.0021787116145104671 0.0022037289061862479 0.0021916683268223039 3.1755667448982039e-05 0.00056667016739916606 -0.0023478893439125492 -0.0020701533408531919 0.0017116388643267273 -0.00077477769411166077 -0.00054282474380980457 0.0013560728558570146 -0.0032083506696649086 -0.00061801107683709085 0.0012584568699262819
leaf_weight=16.796472045833074 141.61688187997788 6.5686588497483163 4.9968873269390306 5.3668944593518964 107.55353592969186 2.3730343822389832 7.2251435928046694 4.1083158485707827 7.4941391786560407 1.2874507971282574 8.1913727521896345 3.2951831307727844 1.1548380106687544 11.588612273335455 6.7371620684862119 7.5826443210244205 4.6907253563404083 1.5601248294115067 2.0028048008680335 2.7621136829257038 10.452467143535612 3.2305866554379463 2.0309333557815981 1.0980045975884425 1.6238217274358246 5.7768513583578196 4.5325113506987673 1.7475196998566387 4.2859635036438704 4.061688218265771
leaf_count=244 2058 36 56 46 833 27 47 40 42 44 26 125 4 52 29 30 29 6 8 18 36 24 180 14 408 75 25 17 35 19
internal_value=0.000104829 0.00017071 0.000144386 0.000288244 3.16662e-05 0.000205827 0.000263993 -0.000656167 0.000167419 6.44989e-05 0.000175079 -0.000778539 -0.00183493 0.000301069 0.000156242 -5.2959e-05 -0.00067259 0.000872328 0.000550797 0.000241744 -9.5727e-05 -0.00125108 7.50571e-05 -0.00075389 0.000228261 0.000105847 -0.000320925 -0.00116189 0.000396627 0.000168335
internal_weight=393.793 252.176 245.608 107.9 137.708 102.533 96.0518 6.48135 88.8267 70.0274 62.5333 7.2976 4.45002 55.2357 47.0443 35.4557 11.4279 2.84758 18.7993 24.0278 16.4452 5.9927 132.711 4.75276 2.72183 127.958 16.3428 7.52437 8.81847 111.615
internal_count=4633 2575 2539 877 1662 831 764 67 717 465 423 179 129 244 218 166 58 50 252 108 78 42 1606 602 422 1004 152 92 60 852
is_linear=0
shrinkage=0.00196078


Tree=725
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 1 0 2 0 1 0 2 1 0 2 1 1 2 2 2 2 0 0 2 2 2 1 2 0
split_gain=0.126737 1.23622 0.354471 0.625509 0.448962 1.51879 0.808565 0.495166 2.00571 0.620906 0.352869 0.975685 0.905595 0.900987 0.788812 1.35121 0.390904 0.901477 0.869334 0.366694 2.83502 2.16331 0.868975 2.43993 0.93882 1.25113 0.726974 0.576631 1.28329 0.509201
threshold=42.081757894750005 42.027798546600003 42.477827694800006 42.498713093000006 0.48104847160000008 0.47774018740000007 0.34542378970000004 0.49194634890000005 42.283941020600004 0.53203496900000014 0.32467590790000006 0.46898296455000005 38.171717059500004 0.32012514595000008 0.41229304515000009 35.771221912400001 0.34007963835000005 0.33400197600000009 38.060777288450005 41.559097512700014 41.542492784600007 41.489621506400006 0.47943175355000006 0.47721625100000004 41.741384785950011 41.600558339100012 41.641174900500005 0.42039160505000012 41.835830569250014 0.48185683060000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 4 -4 5 6 -2 -6 9 -9 13 12 16 14 -1 -16 17 -12 -18 20 21 -13 23 -21 25 -24 -27 29 -29 -26
right_child=2 -3 3 -5 7 -7 -8 8 -10 -11 11 19 -14 -15 15 -17 18 -19 -20 22 -22 -23 24 -25 27 26 -28 28 -30 -31
leaf_value=0.065295137640952655 -0.053240898910517781 0.042247255108878834 0.052873052192418023 -0.00078538399798203345 0.018293736952732759 -0.10940610740601546 0.034326218952634754 -0.14165341398108192 0.0057561445776817908 -0.035285873111493692 -0.061571555813071742 0.0023921017667452873 -0.097493316815102676 0.06320462648414045 0.039874753669527994 -0.13778609280363915 -0.13500803778079826 0.076598708263511506 0.0012863590994888513 -0.046984106049025642 0.096257441529329052 -0.070351707729241611 -0.012353688539958562 0.055905150141032818 0.014201644733488847 -0.042366451505349505 -0.14553419140130253 -0.047420522964973823 0.064487988343552585 -0.032889873270153878
leaf_weight=0.5887136184173859 1.3948629976221156 5.5495572813524623 1.6737413375667518 101.06419681398256 4.5030992925167066 1.4789588809944687 1.8712352938018737 1.0651500122621653 6.053431398991961 0.68236091347353056 0.61393339780624889 172.20395979210321 1.419566802884219 2.2382510228417232 0.60071463137865044 0.70545189338736236 0.52565108423004825 0.85801256820559502 1.0903984308242798 2.863166447728875 2.4045330341905347 3.1550763567938693 2.5855330700433141 4.4798247925937176 2.4531714469194394 0.88846765399648608 1.2402234274195505 1.2253732719909742 2.1204841557846521 5.9877270041033626
leaf_count=60 39 36 17 1829 19 26 14 16 63 35 38 1858 115 24 7 48 77 17 4 23 17 30 15 35 10 22 28 19 38 54
internal_value=0.000430364 0.00169083 -0.00184038 8.87852e-05 -0.0134655 -0.0362142 -0.00307135 -0.00469251 -0.0179613 -0.100119 0.000620333 0.000115295 -0.039942 0.0258061 -0.0183695 -0.0560787 -0.0134853 0.0189693 -0.043046 0.0010109 0.00237067 0.00108329 -0.00912657 0.0157867 -0.0202131 -0.0530473 -0.102474 -0.00708071 0.0235031 -0.0192037
internal_weight=335.585 215.798 119.787 102.738 17.0491 4.74506 3.2661 12.304 7.80094 1.74751 210.248 206.115 4.50756 4.13313 1.89488 1.30617 3.088 1.47195 1.61605 201.608 177.764 175.359 23.844 7.34299 16.501 4.71422 2.12869 11.7868 3.34586 8.4409
internal_count=4633 2575 2058 1846 212 79 53 133 114 51 2539 2400 251 139 115 55 136 55 81 2149 1905 1888 244 58 186 65 50 121 57 64
is_linear=0
shrinkage=0.087056


Tree=726
num_leaves=31
num_cat=0
split_feature=2 1 1 1 0 2 1 1 2 0 1 0 2 2 2 1 1 0 1 1 1 0 2 0 1 1 0 1 1 0
split_gain=0.129773 0.613531 0.477506 0.459534 0.28771 0.255168 0.137582 1.14557 0.744002 0.477469 0.597219 0.678699 0.833926 1.26453 0.609443 0.448588 0.673821 0.661461 0.45487 0.453957 0.374772 0.430062 1.6936 1.18251 0.934826 0.832579 1.70697 0.953081 0.560336 1.12782
threshold=33.036871954450007 0.38906020780000011 0.38723391515000005 0.40206880030000008 0.5206281249000001 33.361153777850006 0.39563186730000005 0.39995808510000008 37.232443001650005 0.5218855723000001 0.39900002995000006 0.52863686715000002 36.558960102350007 43.61821939175001 43.847394126900006 0.39431454150000006 0.39170982905000007 0.53146612375000013 0.39150025445000008 0.39078171310000004 0.40115565405000009 0.5380527529500001 40.408647214050006 0.53866650695000018 0.41861022125000008 0.4172030777500001 0.53938504835000012 0.40437412050000004 0.41808628485000005 0.53998383280000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -2 15 9 -9 -8 11 -11 -13 -14 -15 16 18 -18 19 -7 -10 22 -22 -23 -24 26 -25 -28 -27 -30
right_child=5 3 -4 -5 -6 6 7 8 20 10 -12 12 13 14 -16 -17 17 -19 -20 -21 21 23 24 25 -26 28 27 -29 29 -31
leaf_value=-0.077294763722251442 0.039055276380689265 0.10280362472969017 -0.22158719146059355 -0.096760972318612484 0.078908435163003304 0.0015547532737690726 0.03409584199995519 -0.057157263858976591 0.036137940520751567 -0.10067307534013251 -0.12255552499440536 0.074833183664017644 -0.10417290338278383 0.086807812485207914 -0.034712590075517191 0.030067417870342446 -0.1014253969108975 0.0057331217707745439 0.045399607544567198 -0.042046521610065314 -0.1215946034762012 0.053769096167040259 0.017921460811830606 0.018178148062784626 -0.072286307001740741 0.049413589973139153 -0.019146686390502848 -0.11768368330905246 -0.080805220419812349 0.0028182383416424667
leaf_weight=0.48025915590369439 1.5201705727959041 0.38499818742275238 0.1702581737190485 0.13961422708791815 0.1338992603123188 215.9950772262091 0.66093619866296549 1.9800824176704725 2.6506793317385009 1.1405300584156064 0.86551471380516876 0.70260150125250254 1.3913017562590542 0.67714627273380734 0.79873422754462808 4.8311975046526632 1.1220012197591125 0.94007026928011317 2.0803348440676919 2.1414119061082593 1.2500141994096328 3.7578600682318202 4.8112996536074206 3.1935204416513434 1.2945757278794188 2.200132528319954 1.4959973358490972 2.0884217884740792 1.4612986259162415 71.739964696223979
leaf_count=88 18 2 2 162 5 2064 5 218 15 119 16 5 48 7 39 35 84 23 16 17 22 16 62 11 108 8 14 47 10 1347
internal_value=0.000420077 -0.0291917 -0.0819498 0.0496938 -0.0432392 0.000536554 0.000359795 -0.00247587 1.81071e-05 -0.041634 -0.0506107 -0.037391 -0.0171726 -0.0397186 0.021042 0.00166033 0.00104291 -0.0525733 0.00154496 0.00112673 0.00119809 0.000205365 -0.0216629 0.0020772 -0.00120451 -0.000286545 -0.0319218 -0.0765582 0.0025572 0.00114888
internal_weight=334.1 1.30903 0.784417 0.524612 0.614158 332.791 331.271 104.161 97.9238 6.23676 5.57583 4.71031 3.56978 2.86718 1.47588 227.11 222.279 2.06207 220.217 218.136 95.9438 93.2931 7.35589 85.9372 6.10588 82.1793 6.77794 3.58442 75.4014 73.2013
internal_count=4633 259 95 164 93 4374 4356 2117 1878 239 234 218 99 94 46 2239 2204 107 2097 2081 1660 1645 192 1453 170 1437 72 61 1365 1357
is_linear=0
shrinkage=0.0942322


Tree=727
num_leaves=31
num_cat=0
split_feature=2 2 1 2 2 2 1 0 0 1 0 2 1 0 2 1 0 1 0 2 1 1 0 2 0 0 2 1 1 1
split_gain=0.12835 0.605799 1.75005 1.58601 0.546046 0.532506 0.744599 0.968564 0.510142 0.297646 0.844102 0.836581 0.764266 0.670145 1.18586 0.347399 2.36413 0.948964 0.904203 0.967699 1.1681 0.990175 0.968843 1.269 1.34614 1.24909 0.81464 1.34783 1.95388 1.91166
threshold=42.243697547450004 42.477827694800006 0.34626208795000007 42.431220712750012 42.498713093000006 42.027798546600003 0.40206880030000008 0.49194634890000005 0.48104847160000008 0.32467590790000006 0.46898296455000005 38.171717059500004 0.32012514595000008 0.41229304515000009 35.771221912400001 0.3584174126500001 0.49194634890000005 0.36476452800000009 0.48735067810000005 39.065416244600009 0.34608245260000009 0.3465914194000001 0.47697673720000006 40.148327922700012 0.47757552170000012 0.47943175355000006 40.574766824850009 0.34560342505000002 0.34536391125000004 0.34521421515000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 -2 -3 9 7 8 -7 12 11 -11 13 -1 -15 16 18 -17 19 -12 22 -22 -21 25 -25 -24 -26 28 29 -28
right_child=1 4 -4 -5 -6 6 -8 -9 -10 10 15 -13 -14 14 -16 17 -18 -19 -20 20 21 -23 23 24 26 -27 27 -29 -30 -31
leaf_value=0.060996195822668541 -0.1216288864020858 0.050022066159083105 0.0030529582825504242 -0.0036676247578083052 -0.00079115753449070583 0.0017787691840051821 0.060574563482130805 -0.035905240397704014 0.052265478502435479 -0.012691427604694883 0.035948109796020505 -0.096504094581126923 0.059512962174289134 0.036098373720674225 -0.13300350188472065 -0.04307045420542701 0.075899170135326752 -0.00060976211263804355 -0.041481095865687136 -0.042034602652794191 0.057969540671101487 -0.0082725858289688144 -0.064059679048093995 0.040680702309546547 0.02217200276934372 -0.00026053128013553271 -0.02392436875672448 0.021445541022653336 -0.066932356669213086 0.040192999807078321
leaf_weight=0.57273338300001286 2.0453823741263464 1.6286823005939357 7.1359457723156083 1.4953588051721451 100.76585167583471 3.0417260168615012 2.6253205076791337 2.6774765271693468 3.0256066024303436 2.9609559376331154 6.6270784679800263 1.2983564205060245 2.1394875749974744 0.59937521815299966 0.66079365415498614 4.1337333795381701 3.441956289112567 113.99786879309238 3.4366397559642783 4.4343415582552543 4.6902753412723532 2.6915906257927418 4.2318142056465131 7.2033134438097468 9.4269447065889818 5.1635186560451984 11.701696665957579 8.8902561366558057 4.9373042955994597 5.0429279655218116
leaf_count=60 41 17 87 16 1829 34 35 26 9 136 41 115 24 7 48 34 46 1601 31 57 41 17 26 26 51 24 65 33 34 22
internal_value=0.000342569 -0.00204055 -0.0217742 -0.0718104 1.7075e-05 0.00156933 0.0199151 0.00770856 0.0269551 0.000567839 0.000108956 -0.0382399 0.0241694 -0.0170859 -0.0525734 0.000925445 0.00528188 -0.00209557 0.00218467 0.00418442 0.00110756 0.0338162 -0.00284857 0.000221596 0.00603731 -0.0289967 -0.000201507 -0.00710039 -0.0188051 -0.00461433
internal_weight=332.724 113.071 10.6767 3.54074 102.395 219.653 11.3701 8.74481 6.06733 208.283 204.311 4.25931 3.97239 1.8329 1.26017 200.051 81.9197 118.132 78.4777 75.0411 68.414 7.38187 61.0321 56.5978 47.2024 9.39533 39.9991 30.5722 21.6819 16.7446
internal_count=4633 1990 144 57 1846 2643 104 69 43 2539 2400 251 139 115 55 2149 514 1635 468 437 396 58 338 281 231 50 205 154 121 87
is_linear=0
shrinkage=0.087056


Tree=728
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 0 2 1 1 1 1 0 1 2 1 1 1 1 0 0 0 0 1 2 0 1 1 2 2
split_gain=0.13053 1.35026 0.955888 1.31086 0.694173 0.752366 0.462511 3.76666 1.13576 3.16432 1.42474 1.63863 1.66629 1.2259 1.38331 0.751185 0.58904 1.29136 0.924631 1.5274 0.853425 2.5911 0.839034 0.577833 1.17528 0.949841 1.50386 0.509984 0.502152 1.42373
threshold=41.319407281650008 41.32819714970001 41.16018805045001 41.184662530950007 0.36618664115000005 0.41347564445000012 0.47880302985000006 40.806664626150003 0.3447651268000001 0.34491482290000003 0.34512439750000007 0.34569324270000007 0.48458129995000004 0.35986946500000005 39.852039223600009 0.36476452800000009 0.35331277505000008 0.34521421515000011 0.34515433670000012 0.47847369840000004 0.47736594710000008 0.47697673720000006 0.47396784530000008 0.34269932035000011 38.171717059500004 0.46898296455000005 0.34007963835000005 0.31753540315000006 39.476991512000005 37.500638522700008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 7 16 -8 -10 -11 -12 -13 14 -14 -15 17 18 19 20 21 22 23 25 -25 26 27 -1 29 -29
right_child=1 -3 3 4 5 -7 8 -9 9 10 11 12 13 15 -16 -17 -18 -19 -20 -21 -22 -23 -24 24 -26 -27 -28 28 -30 -31
leaf_value=-0.061153581178872943 -0.078087420081117076 -0.00060394271376669885 0.077425389960605911 0.025850690405410912 -0.070104861777665992 0.01609031517692824 -0.049993645167922339 -0.15125787904217375 0.088933745127073846 -0.072486557574888588 0.037848070165738733 -0.051413629050275793 -0.012484949774369827 -0.037822667093363689 0.0799044688891552 0.0010778475179046103 0.061844772346584913 -0.057034597891724326 0.071584533042654178 -0.10661458840816299 0.044563306931334791 -0.16718627911775655 0.049910948299860258 0.0086817861733693522 -0.13151969829225527 0.079802582463956315 -0.1432794640996452 0.046568643116864976 0.077259122198514968 -0.1112443323203009
leaf_weight=0.69735033379402755 1.7928409576416005 163.17361091966814 2.9324503540410651 6.9071396514773351 1.4971688948571684 1.7109775327407986 3.2162563353776923 1.427652956728706 3.3242889046668997 2.0378575809299937 9.4738118946552259 4.8689989745616904 2.1205726321786633 4.0758022540248922 3.2153710834681988 98.671715154802882 1.0754741923119571 3.223726337462721 1.4718558341264731 1.0282858377322561 3.3540927842259398 0.73911318928003389 2.4770764354616404 1.0951805455697465 0.82779712881892908 1.0733603145927189 0.60578250951948565 1.5047058080599534 0.93481869436800469 0.64353443216532458
leaf_count=65 17 2500 22 42 21 20 18 40 11 11 43 31 24 30 32 1347 43 35 5 20 12 6 17 40 67 15 9 69 9 12
internal_value=0.000323553 -0.00144603 0.00207966 0.0251516 0.00999731 -0.024135 0.000114465 -0.0117437 0.00212212 0.0034338 0.00115019 0.00237592 -0.000599281 0.00168983 0.0431877 -0.000465263 -0.00214575 -0.0056433 0.00442611 -0.00217204 0.0055251 -0.00682901 0.00519197 -0.00981268 -0.0516717 0.00493101 -0.0133911 0.00742257 0.0229337 -0.000706369
internal_weight=331.199 164.966 166.232 13.0477 10.1153 3.20815 153.184 22.1798 131.005 127.788 124.464 122.426 112.952 108.083 5.33594 102.748 20.7522 19.6767 16.453 14.9811 13.9528 10.5987 9.85961 7.38253 1.92298 5.45955 4.38619 3.78041 3.08306 2.14824
internal_count=4633 2517 2116 105 83 41 2011 464 1547 1529 1518 1507 1464 1433 56 1377 424 381 346 341 321 309 303 286 107 179 164 155 90 81
is_linear=0
shrinkage=0.0887971


Tree=729
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 0 0 0 2 0 2 0 0 1 1 0 1 2 0 0 0 2 1 1 2 0 2 1 0 2
split_gain=0.789712 1.50925 1.55936 1.64844 2.57867 1.63594 1.31351 3.30024 3.28362 0.983068 1.75953 1.66089 1.29774 2.19952 1.58594 2.20958 2.45357 6.47906 2.17549 3.91804 1.28595 1.16126 1.0931 0.944716 0.86597 0.796149 1.68078 2.04169 1.33131 1.16085
threshold=0.38906020780000011 0.52252926560000013 0.39019789825000006 0.39048232090000007 40.300545846000013 0.5116313883000001 0.52432561900000019 0.5261668812000001 39.065416244600009 0.47938684470000009 43.930205408700004 0.51017933595000009 0.5195503128500002 0.38723391515000005 0.37227927305000003 0.50291907430000016 0.35585760905000008 38.621016321050007 0.50291907430000016 0.5116313883000001 0.47905751325000007 41.257948413050009 0.38045268105000002 0.36880632320000012 41.32819714970001 0.48458129995000004 39.571921479100006 0.34494476210000008 0.48185683060000012 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=9 2 -2 -4 -5 -6 8 -8 -3 20 12 -12 14 -14 15 16 21 -18 -16 -20 -1 25 -21 -17 -23 26 -11 -28 -29 -27
right_child=1 6 3 4 5 -7 7 -9 -10 10 11 -13 13 -15 18 23 17 -19 19 22 -22 24 -24 -25 -26 29 27 28 -30 -31
leaf_value=4.5295368006208669e-05 -0.0020518541859006283 -0.00089436787384806116 0.0014282186821981059 -0.0035328162140861566 -0.0021055979900280854 0.0014425072200866063 -0.0023936983820728665 3.2090144142086158e-05 0.0015413675212145902 0.0015106599280685605 -7.7555472072586631e-06 -0.0018693167099655746 0.00015240871780604944 0.0019041065515173706 0.0011538833527446591 0.00050412939195675641 0.0003173982223310083 -0.0024123142980291834 -0.0024946248969740007 0.00063188694210048824 -0.0016639620435951576 -0.00073072610795302186 -0.00077610286591182941 0.0016030278678857552 0.00027954814085706984 0.0003453147147101507 0.001226781751362795 0.00029567684271585769 -0.0010129172075531326 0.0018048583110445661
leaf_weight=81.988569078901492 2.5916527118533841 3.0447436110116524 1.5496499966830013 1.0049142381176355 0.73676354379858855 1.3790738172247072 2.1060289516171897 130.25837879095252 6.23065314325504 4.7256922796368661 5.6400458039715868 2.5818795030936599 5.6904290262609702 4.9559138473123312 2.9055942296981803 5.0549813974648696 11.660691181197764 4.4354082383215419 3.2517301347106686 4.523616708815096 1.6594785097986449 3.329756334424018 3.707655243575573 6.7531668171286583 53.696484733372927 3.4604629799723607 5.1729645952582386 7.3343968540430051 4.7230206206440926 4.8167117461562157
leaf_count=1166 22 20 6 25 51 17 76 2265 52 19 38 59 36 16 14 28 67 44 50 21 12 22 22 34 314 21 17 31 22 46
internal_value=0.000107939 -1.32448e-06 -0.000856044 -0.000192476 -0.000997254 0.000207008 4.24981e-05 -6.50619e-06 0.000741813 0.000178046 0.000271974 -0.00059233 0.000322661 0.000967831 0.000269642 0.000344822 0.00025482 -0.000434796 -0.000332085 -0.000708086 1.13857e-05 0.000382029 -2.32133e-06 0.0011326 0.000220558 0.000686596 0.000495061 0.000216518 -0.000216914 0.00119466
internal_weight=380.971 148.902 7.26205 4.6704 3.12075 2.11584 141.64 132.364 9.2754 232.069 148.421 8.22193 140.199 10.6463 129.552 115.164 103.356 16.0961 14.3886 11.483 83.648 87.2595 8.23127 11.8081 57.0262 30.2332 21.9561 17.2304 12.0574 8.27717
internal_count=4633 2534 121 99 93 68 2413 2341 72 2099 921 97 824 52 772 665 603 111 107 93 1178 492 43 62 336 156 89 70 53 67
is_linear=0
shrinkage=0.00192234


Tree=730
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 1 2 0 1 0 0 1 2 0 0 1 1 1 0 2 2 1 2 0 2 0 2 2 1
split_gain=0.569339 1.47657 1.51501 3.42043 2.7864 1.51226 1.67269 2.37846 1.81126 0.7991 2.39986 1.9085 4.43506 1.89836 1.50795 1.30803 1.05208 1.03617 0.929657 0.856064 1.19635 1.82263 1.60162 1.47252 1.57074 1.8947 2.21032 1.27764 2.08453 0.908977
threshold=0.38906020780000011 0.52252926560000013 0.52432561900000019 0.5261668812000001 39.065416244600009 0.39019789825000006 0.39048232090000007 40.300545846000013 0.5116313883000001 0.37977904855000005 0.51017933595000009 0.50291907430000016 0.37227927305000003 39.852039223600009 0.50101793360000013 0.5195503128500002 0.38723391515000005 0.36618664115000005 0.36166581840000006 0.48077901860000011 41.873095646600007 41.16018805045001 0.3453339720000001 43.477771593600004 0.47709649410000005 43.067541470150012 0.45995628875000011 43.61821939175001 43.895345911700005 0.34575312120000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 5 4 -4 -3 -2 -7 -8 -9 10 11 14 -13 -12 17 -11 -17 19 -15 20 21 -1 -23 24 25 26 -22 -25 -29 -30
right_child=1 2 3 -5 -6 6 7 8 -10 15 13 12 -14 18 -16 16 -18 -19 -20 -21 23 22 -24 27 -26 -27 -28 28 29 -31
leaf_value=-2.2658322196587036e-05 -0.0020080372946246622 -0.00072399966161164038 -0.0024462917513156089 3.9246688086954246e-05 0.0015582078338144542 0.0014796592793614553 -0.0036816879172160972 -0.0022221982554805485 0.0014108028704610375 -1.4201171414429914e-05 0.00011259775751699621 0.0013760074104474369 -0.0012772257924552144 -0.00059520443714420506 -0.0012285948948835433 0.00025382626427246705 0.0015567294169124143 -0.00093676212884384906 -0.002477778946359162 0.00031048580363109341 -0.0022269211228335495 0.00028279505113141206 0.0014059697574731907 0.0016251076816471495 -0.0011216633578601115 -0.002343783197847183 0.00061429135103035961 -0.002039904747309008 0.00031844269475870304 -0.00082387499615790339
leaf_weight=39.212084541271906 2.7206123545765868 3.0516458968631905 2.1656544712604946 124.50598620080518 6.309189136576606 1.572003975510597 0.90481574740260873 0.83344652038067613 1.4377854839985955 8.384348329156639 3.7063455469906312 12.042987711727617 3.0320170968770972 1.5815938152372835 3.1442825198173514 3.9622820615768415 5.977324616163969 3.3737767963903016 2.7832418263424188 81.915698016062379 1.2075335179688433 13.384243285283448 7.6831946149468413 2.004251143604054 10.326087976340203 1.2234108653356077 8.2104232991114241 1.7902753333328316 19.202794218144849 3.1122310999780884
leaf_count=512 22 20 76 2265 52 6 25 51 17 45 22 63 38 10 24 28 24 28 57 475 78 79 45 21 101 71 78 27 188 85
internal_value=0.000103892 6.39926e-06 5.3004e-05 -3.24757e-06 0.000814205 -0.000842448 -0.000174571 -0.000993342 7.76444e-05 0.000162859 0.000129938 0.000170101 0.000842366 -0.000919358 0.00011834 0.000556198 0.00103735 0.000140324 -0.00179563 0.000159523 4.43345e-05 0.000227256 0.000692412 -0.000189886 -0.00057686 -4.81987e-05 0.000250002 0.000120877 -4.19372e-06 0.000159126
internal_weight=380.762 143.501 136.032 126.672 9.36084 7.46866 4.74805 3.17605 2.27123 237.26 218.936 210.865 15.075 8.07118 195.79 18.324 9.93961 192.646 4.36484 189.272 107.357 60.2795 21.0674 47.077 20.9675 10.6414 9.41796 26.1096 24.1053 22.315
internal_count=4633 2534 2413 2341 72 121 99 93 68 2099 2002 1913 101 89 1812 97 52 1788 67 1760 1285 636 124 649 328 227 156 321 300 273
is_linear=0
shrinkage=0.00196078


Tree=731
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 0 0 2 1 0 2 1 2 1 1 1 1 2 1 0 2 1 2 0 0 2 0 1 2
split_gain=0.643998 2.14341 5.63759 3.8203 2.10483 1.7113 1.17663 1.79538 1.55754 2.52251 1.43059 1.41453 1.37909 1.31499 1.29441 1.20295 1.1713 1.73543 0.940727 1.04109 2.92886 2.12795 1.99513 2.42731 1.86348 1.87225 0.938842 2.75353 1.36937 1.2262
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.50101793360000013 0.37323732825000006 0.48588365620000007 0.48368312325000012 41.529896397300007 0.34587287805000005 0.48185683060000012 42.546237522150008 0.3453339720000001 38.621016321050007 0.34575312120000007 0.3465914194000001 0.34587287805000005 0.3453339720000001 41.965446242000006 0.34515433670000012 0.47976108500000009 40.21994457600001 0.34560342505000002 38.474425342400004 0.47943175355000006 0.47847369840000004 42.686561923500008 0.47568935060000012 0.34542378970000004 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 2 4 -3 6 -2 7 10 9 -8 18 12 -12 -11 -10 -15 17 -9 19 20 24 22 -21 -24 25 -1 27 -20 -29 -28
right_child=5 3 -4 -5 -6 -7 8 16 14 13 11 -13 -14 15 -16 -17 -18 -19 26 21 -22 -23 23 -25 -26 -27 29 28 -30 -31
leaf_value=0.00015390236618363469 -0.0025081733722365942 0.0013884381165012697 -0.0029105398745432973 -0.0010650300349908499 -0.0018004225442732151 4.3418282536461231e-05 0.0022114076581839629 -0.0001990427097862367 -0.00082185769548673662 0.00090725731585692543 0.0011267279444377751 0.0016685718725373121 -7.0692023744869955e-05 0.0009672334331827997 0.00037406293530518214 -0.00088646957172337391 0.00013138919622712386 -0.0024317403957642087 0.00076045205976193379 0.00040626655688110987 -0.0018607713100354745 0.00076869920190921392 0.00023852047905268753 -0.0032371663988676885 0.0013885369550405279 -0.0016064993631739279 0.0018061321074550666 -0.0024144448197422983 -0.0006831217094649915 -3.7839818384427528e-05
leaf_weight=24.622886701516116 1.0164733827114094 12.199907161295412 2.3102670686203046 3.0500654131174079 2.0592974349856368 173.79688371810789 4.207289099693301 2.6640139818191511 4.6458533182740238 11.407112166285517 5.9608282819390324 4.1703291982412329 9.7409689575433713 2.0785023868083945 13.86072004213929 3.8188277930021286 3.5521565284579992 2.6899779438972473 3.825652680010533 4.6351191493013166 2.9712797403335562 24.850500384694897 1.4411407841253097 1.6650382174411786 4.2182888239622107 2.5646637901663771 1.4386944621801365 2.6531820842064917 5.1964366100728512 38.202418375221896
leaf_count=406 17 63 22 40 18 2713 23 11 28 59 20 63 39 18 63 33 17 29 59 25 16 138 39 19 14 30 4 52 49 506
internal_value=0.000116181 0.000190266 0.000133914 0.000897733 0.0001711 2.85817e-05 0.000192801 0.000111685 0.000490898 0.000849692 0.000166691 0.000653484 0.000383881 0.000518613 7.38414e-05 -0.000233136 -0.000741607 -0.00132081 8.49093e-05 0.000237978 -6.49384e-08 0.000489061 -0.00040861 -0.00162459 0.000175975 -1.21604e-05 -0.000114849 -0.000603544 -0.00126831 2.90834e-05
internal_weight=381.515 206.701 191.451 15.25 189.141 174.813 187.082 147.064 40.0183 21.5117 138.157 19.8721 15.7018 17.3044 18.5066 5.89733 8.90615 5.35399 118.285 66.9689 34.3771 32.5918 7.7413 3.10618 31.4058 27.1876 51.3164 11.6753 7.84962 39.6411
internal_count=4633 1903 1800 103 1778 2730 1760 1536 224 133 1479 122 59 110 91 51 57 40 1357 687 466 221 83 58 450 436 670 160 101 510
is_linear=0
shrinkage=0.00196078


Tree=732
num_leaves=31
num_cat=0
split_feature=1 1 2 0 0 0 0 0 2 2 0 0 0 1 2 2 0 2 2 0 0 2 1 1 1 0 2 2 2 1
split_gain=0.708145 1.91331 0.87479 2.18532 3.70611 1.71937 2.62684 1.1082 2.35455 2.30793 2.2817 0.957948 0.950822 2.4168 1.70483 4.78566 1.58498 1.81001 0.987183 1.5528 2.14282 1.48723 1.41831 2.29889 1.84203 1.60311 1.27142 1.67063 2.22562 1.82111
threshold=0.39563186730000005 0.39995808510000008 41.489621506400006 0.52507409960000018 0.53312775065000018 0.52688542260000015 0.52401125715000008 0.50291907430000016 43.321682097200004 42.455548714850003 0.50913146310000013 0.53447501570000011 0.48389269780000005 0.34524415440000006 43.157831852650006 42.670715716450012 0.48265022005000008 42.546237522150008 41.965446242000006 0.48149755995000004 0.48104847160000008 43.895345911700005 0.3447651268000001 0.34007963835000005 0.36042334060000009 0.48001556840000009 42.431220712750012 42.783136484500005 42.686561923500008 0.34626208795000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 -5 6 -1 12 9 -9 -10 -6 16 -14 15 -15 18 -18 -4 20 21 22 23 -20 25 26 -24 28 -28 -29
right_child=1 -3 3 4 11 -7 -8 8 10 -11 -12 -13 13 14 -16 -17 17 -19 19 -21 -22 -23 24 -25 -26 -27 27 29 -30 -31
leaf_value=0.00027528897064801297 -0.00094660902626143547 6.3212145753180227e-05 0.00050719684647176824 -0.002713555839533404 0.001296518532027908 0.0011994346189511311 -0.0018392373797720934 -1.2647481379936561e-05 0.00085842509564250185 0.0019591712099789886 -0.0019540360775391992 -0.00062958542472361706 -0.0018145498901617505 0.00025106507017892715 0.00073020322217080271 -0.00241877064497714 -0.00026615906689814628 0.0016355183607519774 -0.0021871919042177582 -0.0017365700872690203 0.001269508228191846 0.00024944683163989162 -0.0025149578868019873 0.0010030778072195586 0.0012924664597312294 0.00012868030934134992 -0.0012998954039174849 -0.0026003690592025178 0.0010483364567711825 9.2519522101087108e-05
leaf_weight=123.29570288698233 7.6897935639135531 116.50601867944215 15.027682743500916 2.8693171604536465 1.7426385506987569 7.5589930303394786 2.3008949442300937 3.7449762094765884 2.2325848173350087 5.8426417112350464 2.2037454463134054 2.307044421788305 3.4138842448592213 9.8307678960263747 7.273922069463878 3.5003481879830352 2.9766657352447492 5.4427678287029266 1.0660380251501944 2.0453438516706219 4.69031305797398 22.331638401956297 2.3909301431849661 4.6842657513916492 1.6412355271168042 4.5448773540556422 3.56818605866283 3.3428724864497781 2.7459854260087013 1.3576364896725861
leaf_count=1009 239 2049 113 67 6 35 46 30 17 25 50 45 26 46 41 31 12 66 99 13 23 275 48 21 28 20 44 83 13 13
internal_value=0.000122179 6.87362e-07 0.000181126 6.17729e-05 -0.0010087 0.000291213 0.000236551 0.000125678 0.00064245 0.00118897 -0.000538664 0.000199246 5.45405e-05 -0.000286507 -3.33382e-05 -0.000449953 0.000159755 0.000963186 6.23364e-05 -6.05326e-05 4.93362e-06 -0.00011948 -0.000444582 0.00041164 -0.000695889 -0.000877686 -0.00121887 -0.000937535 -0.000278667 -0.00182259
internal_weight=380.17 124.196 255.974 122.818 6.919 133.156 125.597 115.899 14.0239 9.58762 4.43633 4.04968 101.875 24.0189 20.605 13.3311 77.8564 8.41943 69.437 54.4093 52.364 47.6737 25.342 5.7503 19.5917 17.9505 13.4056 11.0147 6.31417 4.70051
internal_count=4633 2288 2345 1255 118 1090 1055 1137 122 55 67 51 1015 144 118 77 871 78 793 680 667 644 369 120 249 221 201 153 57 96
is_linear=0
shrinkage=0.00196078


Tree=733
num_leaves=31
num_cat=0
split_feature=0 0 1 2 2 1 2 2 1 1 1 2 2 2 0 0 0 2 1 2 2 0 0 1 0 0 1 0 0 0
split_gain=0.788764 1.06593 0.993116 1.79743 2.23105 1.44146 1.08267 1.71895 0.799117 0.798034 2.1345 1.32028 0.748049 1.48372 2.36232 2.16776 1.47665 1.2711 1.50301 0.700913 0.697127 1.39575 3.32751 1.04193 2.6459 0.959879 2.12821 2.08206 1.61112 1.71394
threshold=0.54504356155000011 0.54353163080000011 0.43540612555000008 41.362929270750008 41.087689990200012 0.43075057630000008 41.935569238650011 42.081757894750005 0.43593006200000012 0.39563186730000005 0.39814676205000005 36.558960102350007 44.202975721700007 43.067541470150012 0.53499895210000015 0.54191491270000014 0.51809826055000008 45.321989007550009 0.41861022125000008 49.960114208400007 41.559097512700014 0.52688542260000015 0.52401125715000008 0.39170982905000007 0.52507409960000018 0.52252926560000013 0.38906020780000011 0.5195503128500002 0.50913146310000013 0.5132031975000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 3 4 5 -2 -5 -8 -4 20 11 -11 13 14 16 -16 -12 -14 -19 -9 21 22 25 -22 -25 26 27 28 -1 -30
right_child=2 -3 8 6 -6 -7 7 19 -10 10 12 -13 17 -15 15 -17 -18 18 -20 -21 23 -23 -24 24 -26 -27 -28 -29 29 -31
leaf_value=0.00030114793053528563 -9.4797786635537559e-05 0.00079198857699031846 0.0017312078343061736 -0.0030872780665961866 0.001722963879936443 -0.0018401457180173759 0.0012400207882859453 -0.0021711282610912528 3.7184063708963189e-05 0.00026441587775349423 0.00053579360096577921 -0.0021424784801558055 -0.0025849999545749631 0.0010143650369090476 0.00050239623942867503 -0.0010013000007647326 -0.0022849727285315139 0.00066025936807954857 -0.0023000580234565841 -4.7989347312770982e-05 9.3764957557057401e-05 0.0012440482917615142 -0.0019692158668587461 0.0019594503740863454 -0.0025381375356393694 0.00091704576598959262 -0.00099729651243234455 0.0015314540605297906 -0.0016972840980878639 6.6399285029811289e-05
leaf_weight=104.86975443881238 10.355166370980443 9.9212898174300772 1.0902063933899615 1.1507364194840182 2.239449404180049 2.2070284361252552 1.0460412576794622 2.4428539708023895 59.558726272051899 1.2399757020175446 0.97505088546314 2.9868286191485822 1.0646010285709042 6.0639764592051497 17.131251364946369 4.6964420042932025 2.6600718419067562 2.4771654321812098 0.89859105745563272 0.79151469434145827 114.61366787794395 5.4559014905244103 2.588603193871676 0.71411259251180981 1.7002163138240574 8.3977686897851509 5.1876702774316064 4.9435961917042723 3.2551151104271394 6.06649199873209
leaf_count=873 109 56 7 14 6 44 5 80 1437 12 21 179 30 35 77 25 53 41 69 28 1130 27 47 14 51 36 35 20 43 29
internal_value=0.00011446 0.000159725 -5.78581e-05 -0.000434032 -8.00188e-05 -0.000401435 -0.00139883 -0.000944914 6.76353e-05 0.000138674 -0.000118305 -0.00143639 3.65949e-05 0.000142718 -6.48647e-05 0.000178861 -0.00152836 -0.000716887 -0.000127746 -0.00165155 0.000178741 0.000271712 0.000232506 6.69125e-05 -0.00120784 0.000275449 0.00023211 0.000285644 0.00023171 -0.000549481
internal_weight=388.79 307.908 80.8817 20.2328 14.8016 12.5622 5.43115 4.28041 60.6489 297.987 40.194 4.2268 35.9672 31.5268 25.4628 21.8277 3.63512 4.44036 3.37576 3.23437 257.793 140.765 135.309 117.028 2.41433 132.72 124.323 119.135 114.191 9.32161
internal_count=4633 2903 1730 286 159 153 127 113 1444 2847 542 191 351 211 176 102 74 140 110 108 2305 1110 1083 1195 65 1036 1000 965 945 72
is_linear=0
shrinkage=0.00196078


Tree=734
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 0 0 0 2 0 2 0 0 1 1 2 0 0 1 2 0 2 1 2 1 1 0 2 1 0
split_gain=0.745543 1.24574 1.47453 1.94187 2.32469 1.66848 1.28564 2.83275 2.67853 0.957623 1.37946 1.94317 1.23609 1.05572 2.87084 4.45329 1.84294 1.37696 2.32185 6.93639 1.47346 1.29526 1.02117 1.92206 1.81307 1.74398 0.957129 1.95295 2.15084 1.39357
threshold=0.38906020780000011 0.52252926560000013 0.39019789825000006 0.39048232090000007 40.300545846000013 0.5116313883000001 0.52432561900000019 0.5261668812000001 39.065416244600009 0.47938684470000009 43.930205408700004 0.51017933595000009 0.47905751325000007 0.37977904855000005 0.37227927305000003 37.892416320650007 0.5195503128500002 0.50291907430000016 0.35585760905000008 38.621016321050007 0.5054040298000001 41.257948413050009 0.34575312120000007 42.844429421150004 0.34527409360000011 0.34587287805000005 0.48458129995000004 39.571921479100006 0.34494476210000008 0.48185683060000012
decision_type=2 2 2 2 2 2 2 2 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 8 -8 -3 12 13 -12 -1 14 17 -16 -15 18 21 -20 -19 26 23 -23 -25 -24 27 -11 -29 -30
right_child=1 6 3 4 5 -7 7 -9 -10 10 11 -13 -14 16 15 -17 -18 20 19 -21 -22 22 25 24 -26 -27 -28 28 29 -31
leaf_value=5.394804220139813e-05 -0.0019616964465726107 -0.00074344078178365739 0.0015745893348655599 -0.003583504345639226 -0.0021969932613079978 0.0013922762471638998 -0.0023706891334902497 3.7208236169129378e-05 0.0015069540037454747 0.0015937146391769279 0.00012952406785780518 -0.001946410379012279 -0.001663075452984267 0.0001186403372727548 0.0011125048009800736 -0.00195662262829059 0.001464912091068667 0.0015747121452756526 0.00039052071562308894 -0.0024339657200753107 0.00025416650859924476 -0.00042156802707390859 0.0013831797319598452 0.0015493075302065867 -0.00013438355558807334 0.00022899163973944843 0.0012687629165372496 0.001250600816112232 0.00027258383975922707 -0.0010950225194137925
leaf_weight=81.679665748124535 2.6036957222968331 3.0412594494409841 1.6741812173277137 0.95898658549413118 0.78244897664990309 1.3693420721392611 1.9063440824102134 128.21017787234268 6.1365744189242832 4.9064894914627137 5.7217824049293977 2.4871240591164678 1.6444277986884106 7.6378168687224379 2.8104958906769744 5.1453145127743483 8.0083586126565915 6.8216058351099473 11.869168821722271 4.6534143537282935 6.2020878326147795 18.282941984012727 6.3945587426424053 4.6131245493888837 5.2658020108938217 23.642860364168882 8.7575068585574609 5.1550970003008869 7.3100982680916768 4.7105528190732002
leaf_count=1166 22 20 6 25 51 17 76 2265 52 19 38 59 12 38 14 64 30 38 67 44 37 105 71 13 34 113 67 17 31 22
internal_value=0.000119915 1.03426e-05 -0.000774238 -0.000128093 -0.00104445 8.71215e-05 5.19595e-05 1.93e-06 0.000761241 0.000188683 0.000282104 -0.00049944 2.0062e-05 0.000327225 0.000267815 -0.000872413 0.000807718 0.000344312 0.000270097 -0.000404967 0.000945848 0.000395366 0.000223213 -4.50252e-05 0.000651843 0.000474703 0.000720245 0.00050271 0.00019105 -0.000263342
internal_weight=380.403 146.683 7.38865 4.78496 3.11078 2.15179 139.294 130.117 9.17783 233.72 150.396 8.20891 83.3241 142.187 126.541 7.95581 15.6462 118.585 105.562 16.5226 13.0237 89.039 58.1993 28.1619 9.87893 30.0374 30.8397 22.0822 17.1757 12.0207
internal_count=4633 2534 121 99 93 68 2413 2341 72 2099 921 97 1178 824 756 78 68 678 603 111 75 492 336 152 47 184 156 89 70 53
is_linear=0
shrinkage=0.00196078


Tree=735
num_leaves=31
num_cat=0
split_feature=1 1 2 0 2 2 2 1 1 0 0 0 2 0 0 0 0 0 2 1 2 2 2 0 1 0 1 1 0 2
split_gain=0.640339 2.00312 0.791983 1.05674 1.40214 1.98438 1.17246 0.738078 1.55973 0.713906 0.712448 0.841627 2.36269 0.874029 0.828186 0.587272 0.875511 0.764243 1.2525 1.23814 1.97856 1.12235 2.19099 1.84005 1.12234 0.878794 0.848694 0.721938 2.93319 0.717623
threshold=0.39563186730000005 0.39995808510000008 36.558960102350007 0.5218855723000001 43.61821939175001 43.663128814500006 49.960114208400007 0.39431454150000006 0.39170982905000007 0.53146612375000013 0.47880302985000006 0.47787491390000009 39.571921479100006 0.47736594710000008 0.47847369840000004 0.52754408550000009 0.52366695610000014 0.54504356155000011 39.571921479100006 0.43540612555000008 42.081757894750005 40.00488309970001 40.636252116050009 0.54284302865000023 0.42039160505000012 0.53938504835000012 0.43593006200000012 0.40651477500000005 0.53312775065000018 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=7 2 -2 -4 -5 -6 -7 8 10 -10 11 13 -13 -1 -14 16 -3 18 24 20 29 -20 -23 25 -17 27 -21 -24 -29 -19
right_child=1 15 3 4 5 6 -8 -9 9 -11 -12 12 14 -15 -16 17 -18 19 21 26 -22 22 23 -25 -26 -27 -28 28 -30 -31
leaf_value=3.5258251680418015e-06 0.00048033029450913757 -0.0021126076163461649 0.00099014960495403897 -0.0022367204617613572 0.0026256547862614742 -0.0022846777067372253 0.0011627147169063141 0.00087971748535434528 -0.0021399347479939533 -0.00011496749749389841 0.00024465813705227591 0.001377634507877374 -0.00050669002901901697 0.00058489410251931387 -0.0017622103261978441 -0.00076970167091520601 0.00038137495891789103 -0.00061258910577382923 0.0014098917286770895 0.0017446699994129449 -0.0022027247936024473 -0.00088593883065435006 0.00088035951351071978 0.0014448278633645392 0.00063751909913323972 -0.00060492455192529937 7.3615899368474624e-05 0.001160771368277215 -0.0019867689371425353 0.00023346787506009733
leaf_weight=56.519456615547824 1.2904642233625034 1.1540277875319582 0.76056641619652499 3.6619353219866753 0.64619550295174155 1.3955237590707836 0.52086091693490733 5.5414136876352122 1.6295382539974519 1.1360069173388181 169.75332272658125 2.2254182547330847 7.2910352535545808 12.064429398626087 2.794017250649631 6.6507890005595964 1.0190416608820667 8.6412312354659679 4.3987356722354916 1.1933872178196896 2.2482570761349043 4.6304254010319736 7.1111103668808955 6.8231551311910144 3.2408058852888644 3.7388732805848113 56.037944054707623 2.823668011726113 1.9071119069121776 6.9579999018460503
leaf_count=993 14 72 4 110 2 101 8 35 84 23 1055 10 51 54 40 50 44 135 13 7 67 22 26 34 19 21 1437 44 22 36
internal_value=0.000115905 1.77177e-06 -0.000930914 -0.00119164 -0.00145823 -0.000345754 -0.0013477 0.000171815 0.000156335 -0.00130814 0.000172493 2.10591e-05 -0.000451009 0.000105793 -0.000854526 6.68646e-05 -0.000943077 8.57186e-05 0.000299868 -3.21528e-05 -0.000483057 0.000491361 0.000341908 0.000595678 -0.000308651 0.000223817 0.000108461 0.000485478 -0.000108092 -0.000235207
internal_weight=385.807 126.852 8.27555 6.98508 6.22452 2.56258 1.91638 258.955 253.413 2.76555 250.648 80.8944 12.3105 68.5839 10.0851 118.577 2.17307 116.403 41.3247 75.0788 17.8475 31.4331 27.0343 22.4039 9.89159 15.5808 57.2313 11.8419 4.73078 15.5992
internal_count=4633 2288 239 225 221 111 109 2345 2310 107 2203 1148 101 1047 91 2049 116 1933 251 1682 238 182 169 147 69 113 1444 92 66 171
is_linear=0
shrinkage=0.00196078


Tree=736
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 0 1 1 1 1 1 2 1 2 2 1 2 2 2 1 1 1 2 2 1 1 2 2 1 2
split_gain=0.142222 0.621716 0.419879 0.255284 0.513058 0.198063 1.05848 0.418585 0.57572 0.57304 0.479868 0.519403 0.364007 0.368976 0.309581 0.764811 0.294908 0.229652 0.282745 0.468033 0.733242 1.2292 0.909819 0.440651 1.38313 1.1133 0.901403 0.854154 1.32145 0.521684
threshold=0.63528038085000016 0.49585341755000006 0.68131193680000013 0.4985778869000001 48.109449608500007 0.60710757165000018 0.45824975300000009 0.46551001470000003 0.46280051495000007 0.48616807880000007 0.47447681205000009 39.032633164100012 0.50056884525000012 44.749265482150008 42.498713093000006 0.47634801355000006 41.11191809080001 49.292797572200008 47.927946529500012 0.4529056016000001 0.46097422230000007 0.45824975300000009 37.817254840650008 44.578137159850009 0.4172030777500001 0.39170982905000007 44.749265482150008 45.205561619650005 0.39150025445000008 43.895345911700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 -2 3 -3 -5 7 -7 8 17 10 11 -9 13 16 15 -12 -8 18 19 23 21 22 -21 29 25 26 -25 -28 -29 -1
right_child=1 2 -4 4 -6 6 12 9 -10 -11 14 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 24 -26 -27 27 28 -30 -31
leaf_value=0.00099263481842124532 -0.10632488983563904 0.087789952422765938 -0.096983878719521244 -0.098495456839586104 0.026221712857757554 -0.11212608782637098 0.050209042008335453 0.0079909508665542365 0.047863926916375282 -0.098752301170129453 0.051337373702654232 -0.10793482298845836 -0.030898207564661783 0.079907041503090664 0.03483551411635654 -0.10167167866636383 -0.024639712335843774 -0.024555948230391048 0.014746764889170911 0.012894241189720325 -0.10397374198817182 0.045149430190013967 -0.10408752910598115 -0.1220469686697761 0.038168638346139511 -0.11266799539013669 0.035169300118030877 -0.067847825222547134 0.10694937132022463 0.021319476771484578
leaf_weight=276.86557338010971 0.58809554676190545 0.3668138366192587 0.33655100215457867 0.36433168741359612 1.4937935733469201 0.48003162797249288 1.1269767021149166 0.60681799513622425 2.3425692915916434 0.80676540221611492 0.55947277296218112 0.78999122406821698 0.62268257682308092 1.6478892769664524 1.7377672791481016 0.60243950936273905 0.79870533850044001 3.0974792570923446 13.166719490196554 1.007927776750875 0.91310570848872874 1.9253646042197941 1.4250205748248843 0.69581288371409566 2.8192486288025975 1.4740776619873939 2.3016303312033415 2.525235474808142 0.45292536355555046 11.684749977561294
leaf_count=2713 44 3 179 167 21 29 48 41 9 147 8 41 182 18 16 37 19 162 107 17 83 18 53 18 42 118 27 145 3 118
internal_value=0.000980978 -0.0189491 0.0011116 0.0159498 0.00176781 0.00116978 0.0204262 0.000895073 0.00131853 -0.0258818 -0.0121987 -0.057573 0.0355895 0.0471748 0.0096586 -0.0279962 0.0191644 0.000978173 0.00122747 0.000642103 -0.027192 -0.0111055 -0.055624 0.00113312 -0.0180487 -0.0393236 -0.0212308 -0.00794443 -0.0412643 0.00181576
internal_weight=335.627 3.14959 2.56149 2.22494 1.85813 332.477 4.67629 327.801 322.697 5.10325 4.29649 1.39681 4.19625 3.57357 2.89968 1.16191 1.92568 320.355 317.257 304.091 5.27142 4.35831 2.43295 298.819 10.2689 7.44968 5.9756 5.27979 2.97816 288.55
internal_count=4633 414 370 191 188 4219 296 3923 3633 290 143 82 267 85 61 45 67 3624 3462 3355 171 88 70 3184 353 311 193 175 148 2831
is_linear=0
shrinkage=0.0942322


Tree=737
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 2 1 1 0 1 1 1 0 2 0 0 1 2 2 2 0 2 2 1 1 0 2 0 0 0
split_gain=0.751458 1.13076 1.43897 1.09191 0.901119 0.900829 1.15706 0.69887 2.61959 1.00164 2.70967 1.57741 1.76546 1.49622 1.26756 1.26055 0.831799 0.766077 2.15467 0.784648 1.45395 2.754 0.606278 2.45861 2.40184 2.01647 1.07072 1.45838 1.77562 1.79772
threshold=42.154118731400011 0.57927906350000014 0.47447681205000009 0.47941678395000004 37.345948426100009 42.027798546600003 0.35027394390000005 0.3584174126500001 0.49194634890000005 0.3465914194000001 0.34608245260000009 0.35331277505000008 0.48032993025000009 41.909642283050012 0.48654231910000006 0.48368312325000012 0.36476452800000009 41.741384785950011 41.559097512700014 41.16018805045001 0.47943175355000006 40.806664626150003 41.184662530950007 0.41917906650000009 0.40115565405000009 0.54986377655000018 41.087689990200012 0.56685428580000019 0.5485614203000001 0.55619592225000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 7 -7 8 9 10 13 -11 -13 14 15 17 -9 18 19 20 21 -1 26 24 -24 -25 27 28 -18 -30
right_child=-2 2 3 4 -6 6 -8 16 -10 11 -12 12 -14 -15 -16 -17 22 -19 -20 -21 -22 -23 23 25 -26 -27 -28 -29 29 -31
leaf_value=4.0489177456190874e-05 5.2332425669400886e-06 -0.0020713764991123216 0.0015713448055699913 0.00079487746421528734 -0.0021215042930795378 2.1685390460884925e-05 0.0014100426713896405 -0.00069301262595304744 0.0017951400206962823 -0.0017777837933318586 0.0014562542552520458 0.0015306153089419815 -0.0010550081299547074 -0.001337177084170926 0.0014541000281263008 -0.00066654159311564946 0.0001754503057049764 0.00090172815117848149 -0.0013057997482301242 0.00061818338719569447 0.00057827358633736367 -0.0022455039541163903 -0.00046485315192817332 0.0013663067151193518 -0.003140324368089204 -0.00053547300415251466 0.0011594883476522574 0.00086499632954518653 -0.0015830384721928249 -0.00011976502606155057
leaf_weight=25.426497260123146 137.41533385505318 1.9206303396276769 1.1770365915872392 0.70334152131772476 0.96787740179570392 4.114195841830222 5.2566000455990434 5.0700282391626379 4.3238533101975909 2.3833219184307373 7.0517391785979262 2.0209783483587671 2.0402380302548409 2.392221371177583 3.1579692810773841 6.1339978501200667 81.392366205807775 6.4929761760868123 3.4808089404832563 18.540964764542878 17.690023764967918 2.2015954435919403 5.6438357057049862 4.5473431190475804 1.6722801830619571 4.0550033692270517 4.0384346134960643 9.4786511860584124 4.5545735401101402 11.082654424128121
leaf_count=380 2024 180 15 186 233 26 32 56 46 27 47 28 12 34 19 40 534 29 27 77 71 40 75 25 17 35 19 111 74 114
internal_value=0.00012163 0.000185863 -0.000759738 0.000124724 -0.000894129 0.000204326 0.000800492 0.00018054 0.000301212 0.000235973 0.000288008 -0.000511465 0.000231673 0.000191675 0.000235673 0.000187556 8.57377e-05 0.000258514 0.000196495 0.000278382 0.000139359 -0.000141674 0.000116958 -0.000240811 -0.0010764 0.000469839 0.000168476 0.0001309 5.91875e-05 -0.000545965
internal_weight=386.427 249.012 4.76889 2.84826 1.67122 244.243 9.3708 234.872 103.337 99.0133 92.5688 6.44454 4.06122 85.5171 83.1248 79.9669 131.535 73.8329 67.3399 63.8591 45.3181 27.6281 126.465 15.9185 7.31612 8.60235 110.547 106.508 97.0296 15.6372
internal_count=4633 2609 614 434 419 1995 58 1937 877 831 764 67 40 717 683 664 1060 624 595 568 491 420 1004 152 92 60 852 833 722 188
is_linear=0
shrinkage=0.00196078


Tree=738
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 0 1 0 1 1 2 2 2 2 2 1 0 0 2 2 1 2 1 2 0 1 1 0 0
split_gain=0.140016 1.06654 1.027 0.934304 0.796838 2.97548 0.684964 0.957896 0.531624 0.511956 0.674558 0.488137 0.476364 0.414384 0.883108 0.956081 0.568549 1.57768 0.870368 0.393044 1.23214 0.744937 0.453986 0.413707 0.379353 0.6358 0.649834 0.684706 0.614405 1.05618
threshold=39.427119987250002 39.788107623550012 39.262923716450011 39.852039223600009 0.34524415440000006 0.36880632320000012 0.56915960600000015 0.49146732130000009 0.4560492201000001 0.41997245590000004 0.39591628995000006 35.771221912400001 35.476804824450006 39.896141435400004 40.003678352300007 40.148327922700012 0.38045268105000002 0.53998383280000006 0.5619592227500001 40.467253020850002 40.408647214050006 0.42039160505000012 40.300545846000013 0.44720217960000008 40.767054867700004 0.54504356155000011 0.34515433670000012 0.3459626957000001 0.48185683060000012 0.47847369840000004
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -6 8 -8 11 10 -7 12 -1 -5 -15 16 -16 -18 -19 20 21 22 -17 -23 25 26 28 -28 29 -21
right_child=1 3 -4 13 5 9 7 -9 -10 -11 -12 -13 -14 14 15 19 17 18 -20 24 -22 23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.038121144143632435 0.010932100142367448 0.063387673759624327 0.041736274913417547 -0.040001028454344681 -0.14480290673550322 -0.022908282297332716 -0.097409371284154819 0.043457589046676112 0.0040655227099755682 -0.049382831322352314 0.036406108069804349 -0.10239698576970521 0.092026469319568163 0.037748137293716524 -0.070054928607947209 -0.0027696196921653273 0.042553101745886564 -0.13792839176783375 -0.014598029968029854 -0.011224188885813894 0.063778163928193202 -0.07207425544215533 0.033761840990930395 -0.0017774478744767251 0.0012243670535894953 -0.046684473798867566 0.043148995788530271 -0.011419722436181013 0.032130980585524091 -0.1312323071461737
leaf_weight=1.0058719587905205 3.847430668771266 1.8226102027765581 5.1430705870734519 1.8697834574122669 1.5981092881411303 4.3540622219443303 1.1647962612896652 0.53336877655783599 68.336301903516869 2.5077849134067947 2.1809700522571802 0.66795264871325333 0.27044570352882136 4.8925961150962385 2.1546440358215468 6.0140156894922274 1.8472349883522841 0.82339064776897408 0.91624955311999656 1.4086793302558351 3.0907464112679 1.370754919946193 4.5126561695942655 1.1812432416663794 199.37055608487572 3.3567131887830319 2.9888961091637611 4.1795316287316382 0.74790460616350163 0.91798707097768772
leaf_count=102 21 17 34 25 19 30 207 213 585 34 30 89 3 32 18 40 13 9 32 75 18 8 34 39 2795 41 13 36 3 18
internal_value=0.000899068 -7.39774e-05 0.00415368 0.00129157 -0.0230209 -0.0352973 0.0014683 -0.0531651 0.00278839 -0.0159447 -0.00311298 -0.0420997 -0.0105435 0.000823202 0.00114155 0.000379036 -0.034709 -0.0134766 -0.0729716 0.00125823 0.0143435 0.00266107 0.012891 -0.039536 0.000264756 -0.0138031 -0.00302755 0.0113329 -0.0365091 -0.0585734
internal_weight=335.076 257.955 77.1218 243.466 14.4884 10.6409 71.9787 1.69817 70.2806 9.04282 6.53503 1.94427 1.27632 241.644 239.774 234.881 5.74152 3.58688 1.73964 229.14 16.1694 13.0787 10.5267 2.552 212.97 13.5997 10.243 7.16843 3.07457 2.32667
internal_count=4633 3400 1233 3266 134 113 1199 420 779 94 60 194 105 3249 3224 3192 72 54 41 3120 139 121 74 47 2981 186 145 49 96 93
is_linear=0
shrinkage=0.087056


Tree=739
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 2 0 2 1 0 0 2 0 0 1 2 0 0 0 0 1 2 2 1 2 1 2 0 1
split_gain=0.137929 0.500003 1.61313 0.775889 0.588925 0.556881 0.458708 0.54097 0.440114 0.651082 0.781528 0.438884 0.403326 2.26441 2.4194 4.25387 1.90777 1.29504 1.16397 1.48342 1.5076 0.967488 1.72735 1.54792 0.945602 0.660343 1.14037 1.12409 0.940399 0.572785
threshold=42.243697547450004 42.477827694800006 0.34542378970000004 0.48911709230000006 0.52468488970000016 0.56579144335000009 42.580420142950011 0.48271009850000007 42.027798546600003 0.40206880030000008 0.49194634890000005 0.48104847160000008 43.182896969600009 0.52507409960000018 0.50386215985000016 0.3475943834000001 43.067541470150012 0.48847339900000003 0.54284302865000023 0.54504356155000011 0.56859076075000015 0.34575312120000007 42.844429421150004 42.982930821650008 0.34515433670000012 43.564719632750005 0.34575312120000007 43.735142172100005 0.48119816770000007 0.35696536035000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 -2 -4 -5 -6 7 -3 -1 10 11 -10 13 14 15 16 21 -18 -15 -20 -21 23 -23 24 -8 26 28 -27 -14 -28
right_child=1 6 3 4 5 -7 12 -9 9 -11 -12 -13 25 18 -16 -17 17 -19 19 20 -22 22 -24 -25 -26 27 29 -29 -30 -31
leaf_value=0.0011981393613558833 -0.10459559295357415 -0.016860871816117128 -0.051975508883803305 0.043684390603448663 -0.039173545255979006 0.023473921963462686 0.019944126254645776 0.032588707724451944 0.002095946214046926 0.058063994631168625 -0.031671318363592875 0.04986956776952934 -0.081979981012618122 -0.12500819598445095 0.071794085751154327 -0.13082582494395753 -0.11547114240315641 0.020956321839783382 0.054988786709729155 -0.13573134569994041 -0.011662785394838362 0.083307176445603939 -0.019050529451312172 0.061895836050881961 -0.045988825703930848 -0.052127669423575058 0.063095650822324573 0.0012972654608330255 0.018481092634848737 0.017904534067560714
leaf_weight=208.05134414931626 1.5228626921307284 2.3761768866097537 2.1902942704036814 2.448342215269804 2.4376216698437929 2.0679223954648478 2.7504263126684361 6.5608584645087831 3.1123206557240319 2.6089203524606992 2.7530368096195161 2.9566816464066505 1.338833710564358 1.5810483964160074 3.3552471306174985 2.0508224184450219 1.5999851627093442 0.83491386473178852 1.0637674480676649 1.3814602140337231 1.7511981851421294 3.5110004330053917 2.0643223114311695 2.333799424523022 4.5566233289428055 3.3085451462538904 3.7601442271843535 50.563337996507471 1.6282196417450903 5.3694668344251113
leaf_count=2539 39 27 23 12 30 40 33 41 34 35 26 9 38 29 21 31 57 3 4 21 61 68 12 23 50 48 16 1188 6 69
internal_value=0.000827162 -0.0016726 -0.0199793 -0.00588739 0.00862918 -0.0104201 0.000209781 0.0194411 0.00213019 0.0190941 0.00756961 0.0253702 -0.00160314 -0.0103636 0.00209261 -0.0097776 0.00428661 -0.0686909 -0.0600747 -0.0356103 -0.0663754 0.0159645 0.0454082 -0.00106282 -0.0211712 0.00222602 0.0209744 -0.00198383 -0.0268503 0.0365171
internal_weight=333.89 114.407 10.667 9.14418 6.95389 4.50554 103.74 8.93704 219.482 11.431 8.82204 6.069 94.8032 28.8346 23.0571 19.7019 17.6511 2.4349 5.77747 4.19643 3.13266 15.2162 5.57532 9.64085 7.30705 65.9685 12.0967 53.8719 2.96705 9.12961
internal_count=4633 1990 144 105 82 70 1846 68 2643 104 69 43 1778 413 298 277 246 60 115 86 82 186 80 106 83 1365 129 1236 44 85
is_linear=0
shrinkage=0.0887971


Tree=740
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 0 2 0 1 2 0 2 2 2 1 2 2 2 2 1 0 1 2 2 2 1 1 0 2 2
split_gain=0.549548 1.17224 2.20947 1.12659 1.71134 0.596119 1.36933 2.40392 2.04018 0.761575 0.753832 0.726326 3.77029 1.2857 0.565111 0.56228 0.760289 0.638731 1.42822 1.10979 1.4861 1.84677 1.40662 1.09578 1.4358 0.96398 0.867311 0.850403 2.0599 3.58523
threshold=0.39078171310000004 0.5261668812000001 40.300545846000013 0.5116313883000001 0.52432561900000019 0.47880302985000006 43.930205408700004 0.51017933595000009 0.35394149875000008 47.927946529500012 0.47847369840000004 42.759119507950011 43.477771593600004 42.686561923500008 0.39814676205000005 43.157831852650006 43.564719632750005 41.243661560350013 41.32819714970001 0.34554354660000003 0.48458129995000004 0.35986946500000005 39.852039223600009 41.489621506400006 41.681597818500002 0.36476452800000009 0.34512439750000007 0.48389269780000005 42.684965421050009 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=5 2 -2 -4 14 10 15 8 -8 -9 11 13 -13 -1 -5 17 -17 19 -19 26 -21 22 -22 -20 -25 -23 -7 28 29 -26
right_child=1 -3 3 4 -6 6 7 9 -10 -11 -12 12 -14 -15 -16 16 -18 18 23 20 21 25 -24 24 27 -27 -28 -29 -30 -31
leaf_value=0.00014927470201835826 -0.002619232255030485 5.6227891844713527e-05 -0.002196510158980476 0.0022775075173776952 -0.0021197695153767218 0.00038555245893021794 -0.00087655357995304801 -0.0027185310116978824 0.0013613216025130845 -0.00067046913894979517 -0.00084032438100282026 -0.0019769654672104732 0.00012555020283250875 0.00172205075381882 0.00036131768208145154 0.0010077083537250624 9.4354274585018295e-05 -0.0010700438374725593 0.0009630566824999486 -0.00055177159431306789 0.00011927926209638436 -0.00066047452334287683 0.0018745335840297675 -0.00096254048953938896 0.00051599585817263224 0.00029019462628463913 0.0012087919009822403 -0.00010726431853063069 0.0011504626022156696 -0.0018907022525154957
leaf_weight=44.585155637811113 1.8422902333550144 127.56200283302041 0.72991828789236057 1.1839473833679228 0.72694437793688838 10.839102879166605 3.272277048788963 1.8509516064077618 3.0041246712207794 1.1206990955397484 3.6403305041603735 3.8603330659389057 21.778822337393649 2.0920960935764006 1.1829348500759804 8.9075350165367109 5.7761268317699423 3.8366316184401503 5.9325467571616164 8.1814741939306241 2.7466719709336749 4.5129692945629349 4.863339165225625 4.6748116649687281 10.040825583040716 44.901348838582635 9.0101815685629827 20.484194707125425 9.3181544896215183 3.1189892515540114
leaf_count=648 48 2260 51 9 55 44 20 49 21 13 44 138 309 9 40 36 27 27 26 40 24 30 43 29 54 244 45 127 90 33
internal_value=0.000118624 1.74647e-05 -0.000855228 -5.32544e-06 0.000511635 0.000174235 0.000239939 -0.000493294 0.000194579 -0.00194615 3.03023e-05 7.41287e-05 -0.000191013 0.000219767 0.00131982 0.00028309 0.000648421 0.000245435 8.5622e-05 0.000353297 0.000229722 0.000341846 0.00124101 0.00016839 6.94254e-05 0.000203371 0.000759245 0.000181716 0.000445064 -5.44123e-05
internal_weight=375.578 133.228 5.66604 3.82374 3.09383 242.35 166.393 9.24805 6.2764 2.97165 75.9567 72.3164 25.6392 46.6773 2.36688 157.145 14.6837 142.461 57.4062 85.0551 65.2058 57.0243 7.61001 53.5695 47.637 49.4143 19.8493 42.9622 22.478 13.1598
internal_count=4633 2463 203 155 104 2170 1022 103 41 62 1148 1104 447 657 49 919 63 856 386 470 381 341 67 359 333 274 89 304 177 87
is_linear=0
shrinkage=0.00196078


Tree=741
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 0 2 2 0 0 0 1 0 0 0 0 1 0 1 0 1 0 0 1 0 0 1 0 1 1
split_gain=0.135088 2.5764 1.24441 1.04731 1.02739 2.14519 1.15649 0.67901 0.464383 1.37115 0.83497 0.810947 1.34233 1.32935 1.95677 0.766261 1.78537 2.04939 1.86088 0.716362 0.664111 0.648307 1.36069 0.946869 2.01085 2.81823 1.3904 1.28538 1.21672 0.618149
threshold=41.559097512700014 41.542492784600007 41.489621506400006 41.741384785950011 0.47820424540000012 0.48119816770000007 41.600558339100012 41.641174900500005 0.57927906350000014 0.62143349005000015 0.56685428580000019 0.39563186730000005 0.53499895210000015 0.52688542260000015 0.52401125715000008 0.52252926560000013 0.38906020780000011 0.5195503128500002 0.38334181610000007 0.52889135055000014 0.39736834230000012 0.54191491270000014 0.54353163080000011 0.42307116555000007 0.55619592225000014 0.5485614203000001 0.41917906650000009 0.56065686655000013 0.45218706025000005 0.43837010870000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -8 10 -10 11 13 19 14 15 16 17 18 -1 20 -13 -14 -23 26 25 -25 -24 -26 -29 -12
right_child=3 -3 -4 -5 5 6 7 -9 9 -11 29 12 21 -15 -16 -17 -18 -19 -20 -21 -22 22 23 24 27 -27 -28 28 -30 -31
leaf_value=0.0043845812691246516 -0.10996716515860611 0.10052241853051117 -0.053651348165375333 0.00059658220200764294 0.072728628440592427 -0.010048916396060386 -0.042080767222443347 -0.14859760575104811 -0.096280502309848595 0.037699410706945422 0.064238236488583109 -0.10877737801790702 0.01368059979553723 0.045426077511663297 -0.086211803355412356 0.033552631902997954 -0.05493019912511185 0.066704092164016238 -0.08466861820556508 -0.10229361862788104 0.0050206580128714044 -0.071900671351553896 -0.031997890583209468 -0.015143182900478794 0.04542313741091298 -0.14975849088104523 0.040369179467155229 -0.074657936473533415 0.0070300389828770096 0.012303906428662442
leaf_weight=93.185231628023757 1.283404642716049 2.2623784951865664 3.4476780664990647 141.26812645056998 1.6105328351259229 2.6256959170714254 0.90367092384258318 1.1748509080207439 1.451640789256998 1.1834048002496045 3.0881800941424427 0.5918064927682275 12.607865844853221 6.7379787405952802 2.0517174154520026 7.4040173683315507 4.3807074902579179 4.4368767887353888 2.0466953143477431 1.8284727062564341 1.6807786836288867 2.8590359445661333 3.3416300654062088 3.7855782154947546 4.1415274111204763 2.0440760449273512 7.0395635297754779 2.2962919021956623 4.828747549559921 5.3357253948888683
leaf_count=900 22 17 34 2272 22 15 22 28 259 274 35 18 63 35 46 36 35 20 18 51 57 16 45 20 35 45 34 28 49 82
internal_value=0.000868749 0.00254237 0.00132304 -0.00120051 -0.0346128 -0.0192978 -0.0508039 -0.102288 0.00238576 -0.0361098 0.00296306 0.00153398 -0.00874937 0.00555735 0.00319064 0.00483642 0.00279302 0.00533011 0.00247068 -0.0592476 -0.0246136 -0.00392694 -0.0112446 -0.00493337 -0.0182972 -0.0623439 0.0170748 0.00449392 -0.0192968 0.0313429
internal_weight=332.924 184.058 181.795 148.866 7.59816 6.31475 4.70422 2.07852 178.348 2.63505 175.713 167.289 47.0454 120.243 113.505 111.454 104.05 99.6688 95.2319 4.10106 2.27259 42.9443 30.3365 27.4774 17.0962 5.82965 10.3812 11.2666 7.12504 8.42391
internal_count=4633 2252 2235 2381 109 87 65 50 2201 533 1668 1551 461 1090 1055 1009 973 938 918 126 75 335 272 256 177 65 79 112 77 117
is_linear=0
shrinkage=0.0923845


Tree=742
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 1 0 0 0 1 2 1 2 0 2 2 2 0 0 1 1 2 2 1 1 2 2 2 1 0
split_gain=0.129543 0.564736 0.380984 0.283896 0.317774 0.426079 0.619576 0.168661 0.569259 0.802115 0.453923 0.751997 0.387204 0.540133 0.592456 0.498613 0.687722 0.412422 0.790162 0.409749 0.410488 0.527601 0.366043 0.206095 1.02684 0.864965 0.512367 1.02201 0.393893 0.646775
threshold=0.63528038085000016 0.49585341755000006 0.58454836680000011 0.68131193680000013 0.66718062335000017 0.4985778869000001 0.65010029640000011 0.58388970390000006 0.58035687555000015 0.45932756505000005 40.722669576350008 0.49146732130000009 40.767054867700004 0.62071494865000021 47.309807198350008 47.309807198350008 45.044778924400006 0.58887458460000019 0.59336546810000013 0.46187239905000005 0.47289003325000006 42.498713093000006 48.823707093150006 0.46280051495000007 0.4529056016000001 37.817254840650008 39.525197829750006 41.559097512700014 0.44618424600000006 0.56300709560000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 3 4 5 -3 -7 8 23 -10 11 -9 -12 14 17 16 -15 -14 -19 -20 -21 -22 -16 24 28 -26 -25 -28 -1 -30
right_child=1 2 -4 -5 -6 6 -8 10 9 -11 12 -13 13 15 22 -17 -18 18 19 20 21 -23 -24 26 25 -27 27 -29 29 -31
leaf_value=0.0004199324371465571 -0.099286418502680662 0.078211438221715543 -0.096718218459184643 -0.091924389904661022 0.067372229237067968 0.045578591735726433 -0.10208204196418519 -0.093614478565785336 0.0054417788622623427 -0.11324468362879343 0.10327561311565957 0.047724554982997471 0.050944227436396927 -0.092637956202286639 0.079771775633684858 -0.1022356705921583 0.095358267090080759 -0.099540830848624084 0.044928990372778831 -0.10803168063614292 -0.096286232689338086 0.032306992870684545 0.014332157406238812 0.057395954766024125 0.010465210804801282 -0.094425473383868253 -0.065357867242158502 0.043528866106863739 -0.011530863951622028 0.032961239946309062
leaf_weight=297.19455041756737 0.54601843799719008 0.34995569288730732 0.2824834400266808 0.18695777216589693 0.76981286501677448 0.40019940277943533 0.50907467242768689 0.75951123464983428 0.97642365978390333 0.83118680361621955 0.40784361027181049 0.48722597334472084 1.1502250842750052 0.27211465837899573 1.8003116752952339 0.55675842938944697 0.3517812192440033 0.64160195452859659 1.3718051044270398 0.33699936466291536 0.33144529849960225 1.0439818008017026 1.0772833981609435 1.7428777160603193 0.99859585816739072 1.6346455677412448 1.2079611974768343 1.5541458684019742 3.9740320942655654 7.3244178932509385
leaf_count=3283 44 3 114 87 36 47 83 126 38 54 2 83 11 88 16 16 2 21 10 10 63 34 70 32 15 117 20 27 29 52
internal_value=0.000754282 -0.017478 0.000400409 0.0127806 0.0224282 -0.00504778 -0.0370921 0.0009235 0.000555756 -0.0491334 0.0119479 -0.0383791 0.0186642 0.0148018 0.0233215 -0.0411496 0.013363 0.00446534 -0.00988345 0.00876766 -0.0202008 0.00131908 0.0552732 0.000840324 0.000567287 -0.0546481 0.019697 -0.00409092 0.0010386 0.0173119
internal_weight=331.072 3.0445 2.49848 2.216 2.02904 1.25923 0.909274 328.028 317.439 1.80761 10.5889 1.24674 9.34215 8.93431 7.75365 1.18065 0.623896 4.87606 3.72583 3.08423 1.71243 1.37543 2.8776 315.631 311.126 2.63324 4.50498 2.76211 308.493 11.2984
internal_count=4633 414 370 256 169 133 130 4219 3667 92 552 209 343 341 235 106 90 149 138 117 107 97 86 3575 3496 132 79 47 3364 81
is_linear=0
shrinkage=0.0887971


Tree=743
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 0 2 2 0 0 2 2 2 0 1 0 1 1 1 1 2 2 2 2 0 1 2 2 2 1
split_gain=0.929036 1.60928 2.48768 1.46198 2.22209 0.826303 0.933939 1.27004 0.949106 0.821965 2.13042 1.20656 1.18771 0.929142 0.707591 0.676374 0.601854 1.65704 0.601888 1.95756 0.780662 1.50028 2.44805 1.26832 0.741596 1.53056 1.90008 1.32482 1.65389 1.3695
threshold=0.39078171310000004 0.5261668812000001 40.300545846000013 0.5116313883000001 0.52432561900000019 0.47880302985000006 44.279556297950009 47.079243513300007 0.5054040298000001 0.47787491390000009 40.518963363600001 41.257948413050009 41.529896397300007 0.47736594710000008 0.39814676205000005 0.5054040298000001 0.39170982905000007 0.39394030120000006 0.39563186730000005 0.39995808510000008 36.558960102350007 43.61821939175001 43.663128814500006 49.960114208400007 0.54504356155000011 0.43540612555000008 42.081757894750005 39.571921479100006 44.279556297950009 0.41861022125000008
decision_type=2 2 2 2 2 2 2 2 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 14 9 -7 8 -8 13 -11 -12 -13 -1 -5 -9 -3 -18 -19 20 -20 -22 -23 -24 27 26 -26 -21 -29 -30
right_child=1 16 3 4 -6 6 7 15 -10 10 11 12 -14 -15 -16 -17 17 18 19 24 21 22 23 -25 25 -27 -28 28 29 -31
leaf_value=-1.2679411053471856e-05 -0.0026780192775034267 0.00096056096775388956 -0.0021854354227844684 0.0023302500937831278 -0.0021333211107436114 0.00028221685473343183 -0.003138567005299775 0.0010917556183564282 -0.00056238479599269339 0.00038045240402055365 -0.0026919613228799733 0.00048729277730180843 -0.0015510351799220565 0.00057814173371799696 0.00035825054924302872 -0.00052171891897489868 -0.0021295539883756159 0.00065479323026876237 0.00041581784716032298 -0.00035601220624627077 -0.0022079226424908918 0.0030270541877067633 -0.0022189855064330302 0.0012731470909269971 -0.00030846413181662819 0.00010438425928379777 -0.0022078246431173872 0.00063199073725152299 5.1754416738469572e-05 -0.0023332997289359798
leaf_weight=55.520289183143177 2.178910707589238 2.5921076890081158 1.063966267975047 1.3435378315625719 0.97485370968934137 163.37279291916639 0.96519350446760599 1.7397050638683138 1.277608359698206 5.978720046579836 1.6558654177933929 1.8264213800430296 2.7598028960637748 12.546164460480211 1.4595241382485253 2.3458196492865682 1.381626076530664 5.6549786794930688 1.2436264324933279 10.047631415072827 3.1798974247649312 0.67075312137603793 1.501856677932665 0.54494656063616265 16.04445078375284 55.84791753279751 2.3174406645121044 28.354832045733929 3.1224484480917445 1.3155985465273259
leaf_count=993 48 12 51 9 55 934 9 12 36 29 24 6 42 54 40 31 53 42 13 70 89 1 97 8 171 1444 67 121 40 32
internal_value=0.000104293 -2.30711e-05 -0.00093813 -0.000155157 0.000416626 0.000176049 0.000253588 -0.000485493 -0.00167105 1.21568e-05 -0.000456063 -0.00125728 -0.00073929 9.62221e-05 0.00130345 0.000165334 2.49369e-05 6.45582e-06 2.9184e-05 6.97225e-07 -0.000995961 -0.00129367 -0.000223876 -0.00128923 6.1502e-05 -5.70814e-05 -0.000548181 0.000266916 0.000457779 -0.000655262
internal_weight=390.829 140.841 7.02079 4.84188 3.77792 249.988 169.701 6.32833 2.2428 80.2873 12.2208 6.24209 4.58622 68.0665 2.80306 4.08552 133.82 131.228 129.846 124.191 7.14108 5.89745 2.71756 2.0468 117.05 74.2098 18.3619 42.8405 32.7929 4.43805
internal_count=4633 2463 203 155 104 2170 1022 88 45 1148 101 72 48 1047 49 43 2260 2248 2195 2153 208 195 106 105 1945 1682 238 263 193 72
is_linear=0
shrinkage=0.00196078


Tree=744
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 1 1 2 0 2 2 1 1 2 1 1 2 1 1 2 2 2 1 1 2 1 0 0 2
split_gain=0.565225 1.37311 0.839356 2.81086 0.703218 0.685861 1.35231 0.990859 0.74187 0.702671 0.8475 1.8156 1.21828 1.00018 2.31364 2.7448 1.75675 1.4154 2.43185 0.854739 1.47543 0.753999 1.17897 1.15804 2.15494 0.72774 1.10844 0.622338 0.945194 1.95186
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.36476452800000009 0.57927906350000014 0.47447681205000009 0.47941678395000004 37.345948426100009 0.56974342085000018 39.427119987250002 39.571921479100006 0.44765126795000004 0.41917906650000009 41.16018805045001 0.40115565405000009 0.42039160505000012 41.087689990200012 0.42802610700000004 0.39431454150000006 41.873095646600007 40.300545846000013 40.467253020850002 0.38906020780000011 0.39995808510000008 39.065416244600009 0.39078171310000004 0.50218556330000019 0.5380527529500001 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 3 -1 -4 9 -7 -8 -9 10 25 -12 13 14 21 19 -15 18 -18 20 -16 23 -23 -13 -25 27 -27 -6 29 -29
right_child=-2 -3 4 -5 5 6 7 8 -10 -11 11 12 -14 16 15 -17 17 -19 -20 -21 -22 22 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.00020807920376609339 1.1993759068948317e-05 0.0010557581331365035 -0.00067176279812765328 0.0018002305385975638 0.00060853995307743388 -0.0020579359801695075 0.001706000236622988 0.0006823025590333942 -0.0020805881308316333 0.00070897166885717144 -0.0016433821663641665 0.00050973763443910392 -0.0010305703707482283 0.0013940604203079069 -0.0020836687192424194 -0.0032658754646087869 -0.0015949269772589122 0.00064393001536414466 0.00057936913371874619 0.00050509135763240074 0.00048183525903078669 0.0013230933034809461 -9.5972473581228346e-05 -0.0020336756618575371 0.00021793716087606979 0.0013777182676298599 5.8417472519882068e-05 0.00039279846403187909 0.0003605078017017017 -0.00068687152608376708
leaf_weight=98.235771277424647 142.1548635433719 6.5107010834617531 5.0992369938176116 4.4565447475761166 8.6799962292425317 1.7012573286847317 1.0115340166084936 0.69455304467737711 0.80869655067363055 6.8070603583037146 2.8323254277929655 5.35177562013269 4.3265018463134757 5.0014484860003021 2.1445015459321435 1.7536353822797535 4.0230891276150924 7.9882593071088195 3.889918889850378 2.1763973636552691 1.4409646233543751 4.2849522558972222 4.7417955882847309 2.7838307972997427 3.9572500896174461 4.8211731985211355 4.9748575314879417 11.553848574869336 19.663164919591509 14.538013200741259
leaf_count=831 2058 36 56 46 47 180 14 186 222 83 37 35 47 25 35 17 26 39 22 22 20 19 35 32 23 18 32 83 188 119
internal_value=0.000110442 0.000167273 0.000143144 0.000277174 4.27149e-05 7.03259e-05 -0.00070779 0.000205588 -0.000804038 9.60086e-05 6.15047e-05 -0.00011321 -3.27501e-05 5.43969e-05 -0.000183644 -0.00111796 0.000380494 6.16961e-05 -0.000526075 -0.000464232 -0.00105262 0.000148835 0.000577651 -0.000171256 -0.0007119 0.000215725 0.000707719 0.000127187 3.58717e-05 -0.000208778
internal_weight=388.408 246.253 239.742 102.692 137.05 131.951 4.21604 2.51478 1.50325 127.735 120.928 56.6966 53.8643 49.5378 28.6351 7.5155 20.9027 15.9013 7.91301 5.76186 3.58547 21.1196 9.02675 12.0929 6.74108 64.2311 9.79603 54.435 45.755 26.0919
internal_count=4633 2575 2539 877 1662 1606 602 422 408 1004 921 434 397 350 238 94 112 87 48 77 55 144 54 90 55 487 50 437 390 202
is_linear=0
shrinkage=0.00196078


Tree=745
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 2 0 0 1 2 2 1 0 1 2 2 2 2 2 1 1 0 0 2 0 0 1 0
split_gain=0.132605 0.918121 0.291483 2.21112 0.922712 1.73495 1.58411 0.898648 0.803674 1.02968 0.751838 0.68462 1.11797 1.48038 1.63911 1.1902 0.930518 1.20446 0.991944 0.702697 0.672513 0.579611 0.763187 1.25002 1.63319 2.94517 1.47479 1.07652 1.19873 2.26407
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.3465914194000001 0.34608245260000009 0.35331277505000008 41.909642283050012 0.48654231910000006 0.48368312325000012 0.36476452800000009 41.972095654800007 41.243661560350013 0.41917906650000009 0.54986377655000018 0.46280051495000007 41.087689990200012 40.94178426300001 40.806664626150003 41.559097512700014 39.852039223600009 0.41808628485000005 0.42663393310000008 0.54413041525000005 0.55688452445000014 39.525197829750006 0.5485614203000001 0.55980359870000018 0.46280051495000007 0.56345618395000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 8 9 -1 -4 12 16 -14 -15 -16 17 18 21 -17 -8 -12 -23 -24 25 26 -25 -26 29 -29
right_child=-2 -3 10 -5 6 -7 20 -9 -10 -11 11 -13 13 14 15 19 -18 -19 -20 -21 -22 22 23 24 27 -27 -28 28 -30 -31
leaf_value=0.0045994682622933457 -0.0016553108406541636 0.041622373244817421 -0.040460602141486189 0.082850626919546477 -0.10135607269513246 0.05770674704073419 -0.037179541192495613 -0.060779806511443726 0.0578134258257023 -0.039156799879839846 0.0055778479610764783 0.065152168696219315 -0.065139777370051069 0.050799914640350302 -0.081696416563310698 -0.10429460673221126 0.04679972425181169 -0.070031794723290089 0.047192648048607719 0.075318290462493623 0.049057965819355946 -0.030708076195425354 0.069353996504252682 0.084413981522043352 0.06993310257297923 -0.18128990630750508 -0.073751819970039365 -0.14296505925721731 0.04336016027241487 -0.0038574671591181083
leaf_weight=64.601561886946001 119.33392505528172 5.3603678369545369 4.4681238811463109 3.2877730494365087 2.0935158676584242 5.4059721007943144 1.6972441772886671 2.0927299025206585 2.3988475874066344 5.3823858425021163 57.641560127667617 1.4589032288640726 5.5662024731282127 3.2711925003677607 2.4243123428896074 0.25750748751306651 4.153129399943281 2.1961673841724396 4.2780990563624064 0.92076072987401858 1.6452665934339163 11.25364769482985 2.1730273929424611 1.0360191352665458 2.0957926543196654 1.3037074096500871 1.1482865434081757 1.244817898608743 3.5456968161896603 8.2089044623353384
leaf_count=624 2058 36 56 46 27 47 30 34 19 40 468 20 74 23 32 26 33 30 40 61 10 76 14 6 18 14 37 20 411 203
internal_value=0.000908928 0.00234818 0.00133238 0.00550352 0.00252289 0.00513043 -0.0357945 0.00131407 0.00310932 0.00123422 -0.00178264 -0.000269055 -0.00111579 -0.0282934 0.00154386 -0.0431813 0.00225569 0.000331159 0.00197632 0.0360644 0.0052687 -0.000181373 -0.0105522 0.000375869 -0.00769008 -0.0669673 0.00126643 0.00600695 -0.00429935 -0.0221744
internal_weight=331.945 212.612 207.251 88.6053 85.3175 79.8815 5.43603 74.4755 72.3828 69.9839 118.646 114.178 112.719 12.44 6.87377 3.60258 100.279 96.1257 93.9296 1.17827 3.34251 89.6515 32.0099 20.7563 18.5832 3.48801 2.18431 15.0952 12.9994 9.45372
internal_count=4633 2575 2539 877 831 764 67 717 683 664 1662 1606 1586 216 142 119 1370 1337 1307 87 40 1267 799 723 709 57 43 652 634 223
is_linear=0
shrinkage=0.0961169


Tree=746
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 1 2 0 0 2 2 0 0 2 2 2 1 2 2 2 0 2 1 1 0 1 1 1 1 0
split_gain=0.692126 0.988994 1.04385 1.03609 0.713238 1.07503 0.692523 0.536148 0.503569 1.42767 2.0554 2.39889 1.34541 1.79747 1.46076 1.20607 1.86685 0.942619 2.07077 1.19651 0.964093 2.12134 0.869157 1.6544 1.8222 1.19666 0.846264 0.720478 0.682523 0.643414
threshold=42.154118731400011 0.57927906350000014 0.47447681205000009 0.47941678395000004 42.027798546600003 0.35027394390000005 37.345948426100009 0.62376874945000005 0.48001556840000009 43.477771593600004 42.783136484500005 0.47757552170000012 0.48389269780000005 42.684965421050009 43.219899330700009 42.686561923500008 0.34479506600000004 43.61821939175001 43.968221017800005 44.131787411600008 0.47774018740000007 44.749265482150008 0.34524415440000006 0.3453339720000001 0.48735067810000005 0.34614233110000009 0.34515433670000012 0.34536391125000004 0.34542378970000004 0.52507409960000018
decision_type=2 2 2 2 2 2 2 2 2 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 -5 9 10 11 15 13 -10 28 16 -2 -11 26 -20 21 -21 -14 -24 -25 -26 -19 -13 -15 -27
right_child=8 2 3 6 5 -7 -8 -9 12 17 -12 27 22 14 -16 -17 -18 18 19 20 -22 -23 23 24 25 29 -28 -29 -30 -31
leaf_value=0.0001779144678206234 0.0012630819825321252 -0.0020540187367103354 0.0014703095918100599 0.0017046795220273824 1.2783086672772435e-06 0.0013564574798598558 -0.0021064149040525 -0.0020478203342787619 -0.00094700183487564176 0.0013736719224968278 -0.0017403265045567863 -0.00060702488165321567 -0.0012667457213248342 0.00062152757301714824 -4.84227669879687e-05 0.0015893330394424639 -0.0011308573394926923 -0.00043704465039639797 0.001386717172192219 -0.002381782237396365 0.0012688640473986603 5.6304663888401286e-05 0.0025111951159802761 -0.001573255335760689 0.0018791431890142157 0.00027430394582127183 -0.0031698415553197573 -0.0024059504312203676 0.0017288392203412639 -0.00012511177117780802
leaf_weight=224.60010679428524 2.2043128999066521 1.5261090734566085 1.0724203303398101 0.45658521481527692 4.136051290726753 4.936808779835701 0.93755331190914148 0.21546957884402218 2.4412823170423534 2.0880631759937414 4.6126116541272486 1.6534561337903144 2.0944264233112326 3.3750376254320127 4.4089993992820373 2.3957714454736561 2.9001257158815861 0.74859534198185684 2.7037321142852333 1.5067651970312059 2.0293771624565116 15.347133052418938 1.006217598915099 2.7947411566274232 1.3356884419918049 23.056259198318003 1.0421925727277992 1.7746742721647022 5.8489189315587282 47.350772284669802
leaf_count=1937 29 180 15 44 26 32 233 142 16 23 134 16 15 13 19 15 39 32 14 33 8 195 2 28 3 245 15 30 74 1026
internal_value=0.000119124 0.000182721 -0.000759399 -2.27432e-05 0.000199687 0.000738671 -0.00101751 0.000501579 6.82741e-06 -0.000174396 -0.00064273 -0.000179459 8.61276e-05 0.000602462 0.000879928 0.000441625 -9.70529e-05 0.000111412 -1.33079e-06 0.00016675 -7.92594e-06 -0.000161664 -2.07747e-05 1.37695e-05 -1.99444e-05 4.05649e-05 -0.00202746 -0.00153829 0.00132367 5.68528e-06
internal_weight=372.6 237.881 4.20814 2.68203 233.673 9.07286 1.60961 0.672055 134.719 41.0068 15.541 10.9283 93.7123 16.0742 13.633 7.50021 5.10444 25.4659 23.3778 21.587 18.8833 16.8539 77.6381 75.5437 74.5375 71.7427 1.79079 3.42813 9.22396 70.407
internal_count=4633 2609 614 434 1995 58 419 186 2024 583 263 129 1441 122 106 83 68 320 297 250 236 228 1319 1304 1302 1274 47 46 87 1271
is_linear=0
shrinkage=0.00196078


Tree=747
num_leaves=31
num_cat=0
split_feature=2 0 0 2 0 0 0 2 2 1 1 1 1 2 0 2 1 0 0 2 2 0 2 0 0 0 2 0 2 2
split_gain=0.128392 0.203002 0.45735 0.609043 0.482313 0.195336 0.383363 0.176842 0.41926 0.699433 0.374256 0.759359 0.463745 0.329624 0.564623 0.250137 0.248784 0.6893 0.781814 0.453404 0.656304 0.427858 0.257564 1.11837 1.29293 0.571461 0.405003 1.16506 1.00552 0.537496
threshold=49.292797572200008 0.66718062335000017 0.58035687555000015 52.834037000700008 0.57927906350000014 0.47648274005000008 0.55688452445000014 47.927946529500012 45.700098835450007 0.37447980600000008 0.37820723930000005 0.39150025445000008 0.43967246490000006 47.309807198350008 0.64803449000000013 45.321989007550009 0.47941678395000004 0.59751205050000011 0.59930840395000018 45.044778924400006 37.345948426100009 0.62376874945000005 44.279556297950009 0.47943175355000006 0.5541600551000001 0.47721625100000004 43.895345911700005 0.53499895210000015 43.930205408700004 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=7 2 4 -4 5 -2 -7 8 15 -10 -11 -12 -13 14 -14 16 22 -18 -19 20 21 -20 26 25 -25 -24 29 28 -28 -1
right_child=1 -3 3 -5 -6 6 -8 -9 9 10 11 12 13 -15 -16 -17 17 18 19 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31
leaf_value=0.0016364612168261624 -0.0014807193775252172 0.048677391265909434 -0.10972701150083648 0.029713518605348238 0.057227402027202702 -0.10127461869659435 0.0044276994894250441 0.010764377639100299 -0.10237106296702599 0.055968351006877505 -0.10589013121562663 0.032659585186237003 -0.11277067689482144 0.014809252495534253 0.010955913485445957 0.038397755235690632 -0.10059396989354262 0.11215227853742897 0.09191417341079243 0.099910444282585276 -0.096291878765055988 -0.09606711616050026 -0.023044691382123252 -0.097473183754140214 0.032865268412625444 0.047763327668920871 0.088784715576066695 -0.055085438731810724 0.015107783185382308 -0.022920019268596221
leaf_weight=274.66118428663867 1.867904712911695 0.42158035235479463 0.86479936994146533 0.38697025435976684 0.89205117337405671 0.59898191641696008 0.57298115571029484 15.485851534409447 0.82884182606357981 0.62700861319899548 0.73810274573042978 1.6819777443306523 0.75515926349908136 0.78060558368451882 0.53983292973134667 1.5288860824657593 0.7745702015163255 0.43167089623602795 0.35262500058161073 0.20475867390632618 0.86307717839372344 0.14617934013563172 1.7508774471061763 2.1463324399082926 0.93147552665323008 2.1890200227499008 2.077553506504044 1.5145443826913823 6.6143918249581475 7.8242115448811083
leaf_count=2882 16 40 87 22 18 100 31 147 97 8 23 43 19 18 27 29 58 7 24 1 363 142 47 111 10 11 13 72 67 100
internal_value=0.000890915 -0.0129722 -0.0179861 -0.0666206 -0.00250279 -0.0200306 -0.049596 0.00112968 0.00064833 -0.0236355 -0.0108962 -0.0202217 -0.00339383 -0.03261 -0.0611938 0.00112373 0.000935326 -0.0266098 0.00206739 -0.0282653 -0.0475365 0.0368245 0.00119017 -0.0163002 -0.0580272 0.0162965 0.00160953 0.0196889 0.0327181 0.000956302
internal_weight=331.054 5.60527 5.18369 1.25177 3.93192 3.03987 1.17196 325.449 309.963 5.95153 5.12269 4.49568 3.75758 2.0756 1.29499 304.011 302.482 2.77288 1.99831 1.56664 1.36188 0.498804 299.71 7.01771 3.07781 3.9399 292.692 10.2065 8.69195 282.485
internal_count=4633 314 274 109 165 147 131 4319 4172 235 138 130 107 64 46 3937 3908 595 537 530 529 166 3313 179 121 58 3134 152 80 2982
is_linear=0
shrinkage=0.0923845


Tree=748
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 1 1 2 1 0 0 1 0 2 2 1 0 2 0 2 1 2 2 0 0 2 0 2 2
split_gain=0.125654 0.24706 0.487789 0.576044 0.512593 0.309745 0.415475 0.441446 0.29098 0.26833 0.351977 0.538111 0.155768 2.13673 0.438126 0.64726 0.652637 0.770783 1.16553 0.547907 0.282367 0.207323 0.295613 0.563809 0.272165 0.893378 1.35931 1.72667 1.12966 1.08955
threshold=35.119813570500007 33.96174662340001 33.361153777850006 0.38045268105000002 0.50035927070000008 33.036871954450007 0.38906020780000011 0.40206880030000008 31.914316944300001 0.36551300860000008 0.5380527529500001 0.54585192060000021 0.34007963835000005 0.45995628875000011 48.96897326980001 48.823707093150006 0.31118828780000007 0.41160444300000004 41.909642283050012 0.3733870243500001 39.476991512000005 0.34458549145000011 41.559097512700014 39.476991512000005 0.47880302985000006 0.47787491390000009 40.250747516500006 0.47500074850000013 40.806664626150003 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 3 4 8 6 -5 -8 -1 -3 -11 -12 13 14 15 16 19 -18 20 -2 -19 22 23 -14 25 26 27 -23 -28 -30
right_child=12 9 -4 5 -6 -7 7 -9 -10 10 11 -13 21 -15 -16 -17 17 18 -20 -21 -22 24 -24 -25 -26 -27 28 -29 29 -31
leaf_value=-0.09300895260223245 0.015308401503116459 0.044413893057538741 -0.071094394093094607 -0.077966841494396699 -0.14104007829435966 0.068812679347762681 0.098623764608870554 -0.092840878765511711 0.044197014650439029 -0.038102002094429044 0.099476590439990104 -0.0035590794811038765 0.021616115005695366 -0.1217187538132815 -0.022718705440779568 0.050840397709946236 0.057459022434646422 -0.018778865210785277 -0.099751177036785016 -0.096963795947662676 0.032054309052463453 0.052240665012718714 0.029859024259032051 -0.022847363847507643 0.001529478849832272 -0.031537864183619993 0.062861230579412924 -0.12710449182577174 -0.07355204798454236 0.0048901137710507673
leaf_weight=0.18543204298111859 0.57057829108089364 2.6019366220571101 0.77204145612358832 0.35899598896503415 0.32466849777847528 1.116973212803714 0.38110905140638351 0.13335314981691226 0.40101194735325407 1.0348598444834354 0.591180920600891 1.4017107247091187 5.3935625529265945 1.2543681152164925 4.4460114636458448 2.5611633509397498 2.03302295319736 1.4337146328762176 0.93603930715471495 0.95076352576506906 2.3920968566089869 0.64300212901435161 4.8185992324724785 4.1316317822784185 249.97964402719481 9.0555685048457217 2.5990907048690159 1.3975144177675245 1.5440911995247031 24.515373005269794
leaf_count=78 16 35 37 6 6 12 2 162 11 11 3 59 33 41 40 10 14 45 45 179 23 48 24 24 3149 91 70 16 23 320
internal_value=0.00078362 0.0111603 -0.00711144 0.00991312 -0.0497354 0.037217 -0.00318733 0.0489944 0.00081285 0.0230833 0.00475258 0.0270059 0.000482558 -0.00806709 0.0012364 0.0110278 -0.00123338 0.0107725 -0.00915979 -0.0548562 0.0130047 0.000948669 0.0115778 0.00232971 0.000422455 -0.00653858 0.000835675 -0.0705897 0.00592123 0.000242211
internal_weight=329.959 9.30327 3.67359 2.90154 0.911112 1.99043 0.873458 0.514462 0.586444 5.62969 3.02775 1.99289 320.656 16.5778 15.3234 10.8774 8.31622 6.79487 4.76185 1.52134 3.82581 304.078 14.3438 9.52519 289.734 39.7546 30.6991 2.04052 28.6586 26.0595
internal_count=4633 422 314 277 95 182 170 164 89 108 73 62 4211 413 372 332 322 127 113 195 68 3798 81 57 3717 568 477 64 413 343
is_linear=0
shrinkage=0.0905731


Tree=749
num_leaves=31
num_cat=0
split_feature=1 1 2 1 2 2 2 0 2 2 2 0 1 2 0 0 0 1 1 0 1 0 0 0 1 1 0 2 2 0
split_gain=0.128529 0.400478 0.992341 0.34764 0.794541 0.620191 0.275635 0.36051 0.180151 0.397181 0.358944 0.279337 0.624555 0.62104 0.221336 0.467088 0.40174 0.35878 0.563482 0.449474 0.501603 0.551476 1.016 0.335577 0.324746 0.573804 0.259963 0.932937 0.248677 1.13304
threshold=0.31100865245000009 0.31168228495000011 48.823707093150006 0.31060447290000009 49.247968080500009 48.823707093150006 36.952388736350009 0.3733870243500001 49.064150740050003 49.960114208400007 48.823707093150006 0.58035687555000015 0.4995808509000001 51.757767929250001 0.63528038085000016 0.66011496660000013 0.61686775845000008 0.46551001470000003 0.46280051495000007 0.56685428580000019 0.47634801355000006 0.59751205050000011 0.59930840395000018 0.66505493850000008 0.57854555250000017 0.58454836680000011 0.60710757165000018 42.320906304050006 44.578137159850009 0.54191491270000014
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 -1 -8 10 -10 14 13 -13 -11 16 -16 17 18 28 -19 26 -22 -23 -17 -25 -26 27 -21 -3 -30
right_child=1 8 -4 -5 -6 -7 7 -9 9 11 -12 12 -14 -15 15 23 -18 19 -20 20 21 22 -24 24 25 -27 -28 -29 29 -31
leaf_value=0.096961232776728343 0.012129191360347057 0.0011908919200648287 -0.090840432323651021 0.037430389711260524 -0.1040267357240066 0.10130815181344424 0.014338195226697843 -0.097588206952600592 -0.073584448615339193 0.046203740539520685 0.026445202303712768 -0.11481048191876604 0.011506104354670301 -0.096063685529691065 -0.10261559878200542 0.082107338792542311 0.039178080264725627 -0.10767207616651824 0.04859643987049532 0.054005931240627185 -0.10217751370485281 0.11196243771197738 -0.10011560803552155 -0.10026958097326163 0.09699099898952411 -0.10406955728565091 0.07796561606442845 -0.1113018236276042 -0.032376001454847279 0.026628678508956543
leaf_weight=0.16041832417249624 1.9537066889461123 287.65828197827432 1.4463211148977277 2.8711362897884101 0.60989593062549818 0.57295547425746907 0.57042744243517496 0.46290254526320496 0.91038541065063228 1.5346349534811454 4.8849497470073393 0.54008969676215179 0.97510744666215032 0.33127890821924655 0.5716230395069023 0.32814356035305514 2.4146866051942188 0.53497609775513311 2.1894791563972822 0.89165943612897558 0.90587873866570567 0.39808598552190233 0.40431039577379124 0.34802434383095715 0.3170307605760172 0.20921751140656397 0.48934169780113723 0.45931890048086643 8.4553621910163184 4.3903134135762221
leaf_count=2 46 2820 16 18 14 3 16 160 61 28 35 61 65 98 135 11 169 13 11 68 67 7 119 120 8 77 9 13 305 58
internal_value=0.000734927 0.000497647 -0.0316726 0.0153641 -0.0112939 0.0207191 -0.0179607 -0.0358017 0.000839307 -0.0183378 0.00109987 -0.00346225 -0.0335192 0.0209452 0.000701719 -0.0324879 0.000892149 0.000590795 0.000965096 -0.0271541 -0.0150155 -0.0517876 0.00510084 0.000850534 -0.0296478 0.0170565 0.0191182 -0.00219702 0.000618053 -0.0122098
internal_weight=328.79 323.542 3.40003 5.24774 2.3766 1.7667 1.19375 1.03333 320.142 4.2915 315.851 3.38111 1.5152 1.86591 310.966 1.77404 309.192 306.777 302.693 4.08357 3.5486 1.70828 0.802396 1.20242 0.874273 0.526248 1.84032 1.35098 300.504 12.8457
internal_count=4633 4420 62 213 195 181 178 176 4358 313 4045 252 126 126 4010 351 3659 3490 3194 296 283 193 126 216 205 85 90 81 3183 363
is_linear=0
shrinkage=0.0942322


Tree=750
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 2 2 2 0 2 1 0 2 0 1 2 2 2 2 2 1 1 0 2 2 2 1 2 2 1
split_gain=0.830521 1.48239 0.9719 2.01556 1.3039 1.00321 1.37279 1.80521 1.65567 2.10674 2.15185 0.894024 0.873581 2.47348 1.77735 0.841102 0.825971 4.99777 1.43113 0.825532 0.796893 1.11005 2.71953 1.3297 0.985116 1.53939 1.17688 0.741228 1.32368 1.0262
threshold=0.39078171310000004 0.53146612375000013 44.202975721700007 43.968221017800005 42.654057868200006 36.377496227400009 38.324118171300007 39.262923716450011 0.52432561900000019 41.404176814550006 0.39591628995000006 0.47880302985000006 43.930205408700004 0.51017933595000009 0.35394149875000008 43.157831852650006 42.759119507950011 43.477771593600004 42.686561923500008 43.564719632750005 0.34536391125000004 0.3447651268000001 0.47697673720000006 42.498713093000006 42.154118731400011 41.16018805045001 0.35331277505000008 41.243661560350013 41.32819714970001 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 5 -2 -7 -8 -9 10 -10 16 15 14 -14 27 18 -18 20 -17 21 23 -23 -1 25 26 -22 29 -29 -13
right_child=1 -3 -4 -5 -6 6 7 8 9 -11 -12 12 13 -15 -16 19 17 -19 -20 -21 24 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00011414810429675035 -0.002213756458156755 7.4275859493022438e-05 -0.0020443159019884428 0.0016069823920761386 -0.0021980005590713425 0.00097163054846861852 -0.0027429889752920654 0.0010750655594207914 0.0012099254522730581 -0.0025724228804506516 -0.0021272605915692963 0.00064000087117246473 -0.00068038379468695438 -0.0019538620719137135 0.0014368693170372696 0.0010913296007317166 -0.0020737303510032909 0.00013361556059897299 0.0016053577251807286 0.00015852386251622295 -0.00086175158089120201 -0.0023463772171613668 -0.0001081410288799058 0.0021231150718678828 -0.00064188013919350855 0.00144491812817484 0.0012698304078924626 -0.0010486263512719382 0.00016008236708946451 0.00019857656490857026
leaf_weight=20.212509707605935 1.0863812770694554 118.15826639840179 1.4994616960466363 1.7284869709983457 1.7936853496357787 2.7334392545744768 1.3096683160401861 2.4516174495220184 2.1454801708459859 1.8274345882236955 1.136308731511235 33.081823322921991 3.162584098055957 2.5668746060691774 2.9427793649956584 9.5464524403214437 4.8204996298882206 21.679288719460601 2.4953651875257483 5.9032102301716796 2.7919594711856899 2.4389420225852545 14.467134398408232 1.3513717877503939 2.29829142615199 5.7597227925434709 1.5479694762616416 3.721373312175273 54.46406820230186 52.192868827842176
leaf_count=331 26 1984 185 11 68 40 20 20 20 52 37 170 20 62 21 36 138 309 12 27 24 138 81 12 31 31 41 27 359 300
internal_value=0.00011815 -5.02005e-06 -0.000534011 -0.000394326 -0.000633157 -0.000411978 -0.000243292 -0.00061767 -0.000249528 -0.000885122 5.44356e-05 0.000185781 0.000267144 -0.000338863 0.00034013 0.000300216 1.5053e-05 -0.000267916 0.000155573 0.000734911 8.44531e-05 -5.48696e-05 -0.000431038 0.000240047 0.000516762 0.000780424 -0.000101457 0.000253402 8.27768e-05 0.000369825
internal_weight=383.315 135.87 17.712 16.2125 14.484 12.6903 11.6039 8.87051 7.56084 5.10922 3.28179 247.445 167.582 8.67224 6.10536 158.91 79.8631 26.4998 53.3633 15.4497 50.8679 38.47 16.9061 21.5639 12.3979 10.0997 4.33993 143.46 58.1854 85.2747
internal_count=4633 2463 479 294 283 215 189 149 129 109 57 2170 1022 103 41 919 1148 447 701 63 689 562 219 343 127 96 65 856 386 470
is_linear=0
shrinkage=0.00196078


Tree=751
num_leaves=31
num_cat=0
split_feature=1 0 2 0 1 1 1 0 2 0 1 0 1 2 0 1 2 1 1 2 2 0 0 2 2 1 2 1 2 1
split_gain=0.11762 0.700545 2.37873 1.36988 0.691498 0.964591 0.390209 1.44502 1.64672 1.23239 2.56975 1.55017 0.840897 0.827121 0.823276 1.39783 2.22295 0.739432 0.924664 0.348762 1.10463 0.37577 0.451561 1.82278 2.268 0.490766 0.489337 0.385591 0.807973 0.391873
threshold=0.39048232090000007 0.52252926560000013 40.300545846000013 0.5116313883000001 0.39019789825000006 0.38976377950000002 0.37977904855000005 0.51017933595000009 39.852039223600009 0.50291907430000016 0.37227927305000003 0.50101793360000013 0.36166581840000006 41.600558339100012 0.5218855723000001 0.38334181610000007 36.859113051050009 0.36618664115000005 0.36551300860000008 36.377496227400009 35.119813570500007 0.52290350590000012 0.5261668812000001 37.572218886150004 42.320906304050006 0.39170982905000007 42.431220712750012 0.39431454150000006 40.467253020850002 0.39563186730000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 7 9 -9 11 13 17 -10 -11 15 -8 -17 18 -1 20 -3 -21 23 -23 -25 -24 -26 28 -27 -29
right_child=1 19 3 -5 -6 -7 14 8 12 10 -12 -13 -14 -15 -16 16 -18 -19 -20 21 -22 22 25 24 26 27 -28 29 -30 -31
leaf_value=0.0013673407230043134 -0.17949428709746457 0.0059538543662026704 -0.10317803049840668 0.064175916918251072 0.041131928645154511 -0.058457383064502738 0.038557796495429855 0.0078188463064274207 -0.027076557691737203 0.028778899159681636 -0.053973732337209777 -0.068244701988323719 -0.11616225440697127 0.08379991793304134 0.04192139056229565 0.041515507775110469 -0.067991647234586561 -0.044888722619924985 0.054783463720654652 0.042841054208473235 -0.10334899463542489 0.084521611556193657 0.043024249835409194 -0.13638624572219163 0.10216354771718691 0.033533863064455161 -0.024747876490442928 0.032569097891698442 -0.098372476609322884 -0.00042937583080236502
leaf_weight=160.96276121439587 0.81954405922442619 2.4956172218325032 0.62289889252861019 1.2657182963594094 3.7921789875254026 2.2784066041931501 4.7851554495282489 3.2766837663948527 1.4795874441042545 5.3516066800802928 2.415960229933261 2.7675997391343108 2.3259543281747028 4.1326616704463959 6.294608403928577 2.5383453443646431 4.1998918140307069 2.8858829977398264 2.8142664497718206 1.7537719905376423 1.1540638210371978 0.8609571130946273 2.3014582879841319 1.671595446765423 0.50890690088272073 0.66961762681603321 0.52867656156013254 3.1713935178704551 0.97113932704087347 97.552257538020058
leaf_count=1747 25 258 51 17 18 16 23 22 10 32 38 24 57 31 39 18 33 28 13 9 80 7 12 48 2 5 59 23 58 1830
internal_value=0.000741706 -0.00161916 -0.0480563 0.00897967 0.00203553 0.00132448 0.00198494 0.000749152 -0.0401894 0.00234809 0.0310861 0.000329625 -0.0815259 0.0527537 0.0150526 0.0003756 -0.0267395 0.00146837 0.00228522 -0.000512512 -0.0286087 0.000419778 -0.000267584 -0.0325772 -0.0697903 0.000834492 0.0374988 -0.00011406 -0.0445395 0.000609617
internal_weight=328.649 116.348 2.70816 1.88862 212.302 208.509 206.231 188.413 7.08223 181.331 11.9002 169.431 3.80554 9.48427 17.818 11.5234 6.73824 166.663 163.777 113.639 3.64968 109.99 108.236 3.57014 2.70918 104.666 1.03758 102.364 1.64076 100.724
internal_count=4633 2484 93 68 2149 2131 2115 2002 89 1913 101 1812 67 63 113 74 51 1788 1760 2391 338 2053 2044 116 109 1928 61 1916 63 1853
is_linear=0
shrinkage=0.0923845


Tree=752
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 0 0 1 2 0 1 2 2 1 0 2 2 2 0 2 2 0 2 0 1 2 1 1 0 0
split_gain=0.636468 1.2058 2.48955 1.01146 0.875244 0.867576 0.93064 0.858978 0.804883 2.35587 1.80719 0.728167 0.904435 1.32002 1.37224 1.199 1.06879 1.29081 1.05399 2.04871 3.61635 2.02641 4.1763 1.12645 0.974034 0.969184 0.745727 0.740683 0.737594 1.47177
threshold=0.39078171310000004 0.52688542260000015 40.300545846000013 0.41284692075000012 0.52432561900000019 0.47880302985000006 0.47847369840000004 0.39736834230000012 43.930205408700004 0.51017933595000009 0.35331277505000008 43.157831852650006 41.243661560350013 0.35585760905000008 0.48458129995000004 41.32819714970001 41.489621506400006 41.681597818500002 0.48389269780000005 42.684965421050009 42.206017975500011 0.50291907430000016 42.670715716450012 0.48077901860000011 0.34554354660000003 40.250747516500006 0.34512439750000007 0.34584293880000011 0.52401125715000008 0.52252926560000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 -2 4 -4 6 -1 -6 11 10 -10 12 13 14 24 -14 -17 -18 19 20 -19 22 -20 -21 26 -16 -7 -25 29 -15
right_child=1 -3 3 -5 7 8 -8 -9 9 -11 -12 -13 15 28 25 16 17 18 21 23 -22 -23 -24 27 -26 -27 -28 -29 -30 -31
leaf_value=6.0848742963540886e-05 -0.0025990793331469569 5.7523996792596074e-05 0.0010575352338803099 -0.0020468397885562576 -0.002142781246943096 0.00031572322524054379 -0.00092352375040826427 0.0011197985808283938 -0.00078000078756333181 -0.0019705985895854179 0.0013468152719962637 0.00070481121081914769 -0.0010069353278769129 9.9890173932298639e-05 0.0005731944206202195 0.00092920910359883531 -0.0009492273832614307 0.00050955424187398835 2.2496454503937669e-05 -9.9345467296909371e-05 -0.0018828775486212999 0.00075497766980219916 -0.0024281623185030961 0.00090949017488173387 -0.00016442718805653614 0.001880837091410255 0.0011314402656970928 0.0021456714156239004 -0.00072753763868483603 0.0010459180353923668
leaf_weight=73.715740569095942 2.0453060518484554 126.46964885454236 2.6022704269853425 0.77983906248118717 0.8171218456700442 9.2855570614337974 3.8872333653271189 0.500164526514709 2.9713104460388404 2.4012928248848766 3.1799251418560743 15.018555115908383 3.774591587483882 41.616246717050672 3.7231311388313753 5.8282973356544963 4.5867141904309383 10.03757154941559 10.825473021715881 2.2581498548388463 3.204670498147606 6.2450327798724166 3.5503502413630477 4.0352434441447258 7.185489557683467 5.2547888830304146 8.0394436642527562 3.4624862745404243 3.2030417267233124 7.4551882892847052
leaf_count=1104 56 2226 33 90 47 38 44 11 17 62 24 63 27 247 21 26 29 54 54 9 33 41 32 21 31 47 33 60 23 30
internal_value=0.000123506 1.44435e-05 -0.000793357 -7.45687e-06 0.000398301 0.000182869 1.15403e-05 -0.000904002 0.000262416 -0.000323511 0.000319472 0.000294014 0.000251042 0.000378812 0.000682738 6.14855e-05 0.000136121 4.02329e-05 0.000144279 0.000432893 -6.94229e-05 -0.000177608 -0.000582735 0.00111472 0.000442518 0.00133856 0.000694246 0.00148036 0.00018411 0.000243616
internal_weight=377.96 133.214 6.7447 4.6994 3.91956 244.746 77.603 1.31729 167.143 8.55253 6.15124 158.59 143.571 85.7629 33.4884 57.8086 54.034 48.2057 43.619 22.9981 13.2422 20.6209 14.3758 9.75588 24.5105 8.97792 17.325 7.49773 52.2745 49.0714
internal_count=4633 2463 237 181 91 2170 1148 58 1022 103 41 919 856 470 170 386 359 333 304 177 87 127 86 90 102 68 71 81 300 277
is_linear=0
shrinkage=0.00196078


Tree=753
num_leaves=31
num_cat=0
split_feature=2 0 1 2 1 1 2 0 0 0 0 0 1 1 1 2 2 2 1 2 2 2 0 2 0 1 0 2 2 2
split_gain=0.659595 0.951458 1.39058 0.965214 0.788998 2.08241 1.19995 1.41644 1.07818 1.03677 1.99405 1.64942 1.24149 0.988518 0.975469 0.769741 0.760404 1.25808 0.686552 0.659358 0.643447 3.44442 0.660345 0.986081 1.42068 0.877128 0.757298 0.555343 1.50868 0.64952
threshold=42.081757894750005 0.57927906350000014 0.47447681205000009 42.027798546600003 0.35585760905000008 0.34608245260000009 41.909642283050012 0.48654231910000006 0.48368312325000012 0.49194634890000005 0.48588365620000007 0.47976108500000009 0.35986946500000005 0.36476452800000009 0.35799826355000003 41.16018805045001 39.852039223600009 41.808689985400001 0.47941678395000004 37.345948426100009 41.835830569250014 41.600558339100012 0.56685428580000019 39.065416244600009 0.56859076075000015 0.43837010870000009 0.56345618395000019 41.741384785950011 41.559097512700014 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 3 -3 4 5 6 7 8 27 10 11 14 -11 -14 -6 -10 -7 -18 -4 -20 21 22 26 24 -24 -25 -15 28 29 -1
right_child=-2 2 18 -5 9 16 -8 -9 15 12 -12 -13 13 20 -16 -17 17 -19 19 -21 -22 -23 23 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0001215448504919964 -3.7583685984396513e-06 -0.0020554476247995742 0.0013508201882147504 0.00096531253071550623 0.0018667634774642461 -2.9099529597930259e-06 -0.0012088338932792391 0.0014687927923413599 8.4711541885289999e-05 0.0020375184439001891 0.0008519734627658274 -0.0033818838356373484 -0.00096139561705409996 0.00011356422824495691 -0.0021332683413996766 -0.0012699670195006594 0.0016117091876039608 0.0001773109174584474 0.0007108584459751189 -0.0020674492732114091 0.00087338290165917356 -0.0020886401134564219 0.00094943281777499079 0.0017978550854450886 -0.0024349245515111664 0.00044170703957524028 -0.00082013892748457752 0.00078798307950150826 -0.0010787512420340211 0.00056179508511661072
leaf_weight=43.873502800903225 138.17161431684508 1.8093045343193797 1.1108053154021038 5.914413468912243 0.49243621331697784 2.4229493488091967 2.3286139789270228 3.3418608754873267 3.1787475347518912 1.2500591352581967 1.470876559615135 1.4286643909290431 3.4490122832357875 100.74336570716696 0.44730608077952638 3.2731122523546219 8.2924125622957927 3.2810423783957949 0.62787695780116315 0.68857304308767198 4.0313352318480602 2.7579547530040136 1.0039173917029973 2.7898624390363675 0.90834784921025846 5.349596587009728 3.4542199939023694 6.3476847071433431 3.4641434033401302 18.240715265739709
leaf_count=491 2058 180 15 30 12 30 34 20 14 15 9 16 25 748 34 26 75 15 186 227 35 38 15 16 49 39 48 29 27 77
internal_value=0.000103982 0.000166591 -0.000754313 0.000183297 0.000162977 0.00029569 0.000179078 0.000218626 0.000165322 6.25598e-05 -0.000941163 -0.00205477 9.32075e-05 7.36835e-05 -3.72038e-05 -0.000602534 0.000995947 0.00120506 0.000215569 -0.000742344 0.000103178 7.66418e-05 0.000128911 0.000608862 -0.000658176 0.000906537 8.26113e-05 0.0002342 0.000180596 0.000250831
internal_weight=375.944 237.773 4.23656 233.536 227.622 98.0448 84.0484 81.7198 78.3779 129.577 3.83928 2.36841 125.738 124.488 0.939742 6.45186 13.9964 11.5735 2.42726 1.31645 121.039 117.007 114.249 10.0517 1.91227 8.13946 104.198 71.926 65.5784 62.1142
internal_count=4633 2575 608 1967 1937 838 718 684 664 1099 71 62 1028 1013 46 40 120 90 428 413 988 953 915 119 64 55 796 624 595 568
is_linear=0
shrinkage=0.00196078


Tree=754
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 1 1 0 0 0 0 2 2 0 0 0 0 0 2 1 2 2 0 2 0 2 1 1 1
split_gain=0.129247 2.29916 0.990054 0.926178 0.941046 2.08148 2.79946 1.92034 0.494416 1.06489 0.59943 0.685127 0.732654 1.6775 1.2363 0.831114 0.708239 0.678827 1.37749 2.67872 0.562462 0.564298 0.817458 0.54023 0.473077 0.409859 2.94156 0.92034 2.23177 0.546742
threshold=41.559097512700014 41.542492784600007 41.489621506400006 41.741384785950011 0.3447052483500001 0.34608245260000009 0.37043801085000005 0.43349001525000008 0.57927906350000014 0.62143349005000015 0.56685428580000019 0.56345618395000019 41.087689990200012 41.184662530950007 0.48735067810000005 0.48185683060000012 0.5195503128500002 0.5485614203000001 0.55619592225000014 37.765550062200006 0.43837010870000009 39.476991512000005 39.427119987250002 0.55980359870000018 41.32819714970001 0.47880302985000006 40.806664626150003 0.3447651268000001 0.34494476210000008 0.34527409360000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -8 10 -10 11 12 17 16 15 -15 -14 25 19 -19 -12 22 -22 -20 -17 26 -1 -27 -29 -30
right_child=3 -3 -4 -5 5 6 7 -9 9 -11 20 -13 13 14 -16 24 -18 18 23 -21 21 -23 -24 -25 -26 27 -28 28 29 -31
leaf_value=-0.0016414720742705009 0.039737127469382148 0.10392170838793033 -0.050033592104974607 0.00051058680497166175 -0.12631686860758579 0.097210970483803491 -0.16059638130878076 0.010435894876861735 -0.099621682326877944 0.030510448461759491 0.061795281404926253 -0.042915730999513832 0.028151786102889591 -0.00014893765054863856 -0.036365611430578558 0.018017781038466879 0.094904099012142334 0.045951789576094706 0.026952498355853231 -0.12827364390984053 -0.0019417643827581554 -0.023529181824984115 0.10658717826606838 -0.027062520082783897 0.070633721500109853 -0.049220535392969479 -0.15554882203931872 0.080092046296164759 -0.037476258172615413 0.0043008496280757267
leaf_weight=20.262096743681472 1.2969528312096361 2.0455934014171353 3.3866725729822056 139.74207836668938 2.1523327454924583 1.4503926914185288 1.1646433146670463 1.2654938773594038 1.297674626561274 1.0518349057742851 2.9711258957395312 3.1102769598364821 2.8536262601264779 9.5592095343163255 5.1758350909221909 3.1035729795694342 3.0249980483204126 1.2147203224012613 3.6725602102524135 2.4792473008856177 1.6677337522887683 2.501237447897438 1.0416337251663208 3.202046855352819 3.2130859568715096 2.892232794314622 1.2161058256606327 3.599315717816352 2.9860362708568564 93.936087004374713
leaf_count=424 15 17 34 2272 13 26 17 38 259 274 35 48 34 47 54 29 12 28 36 46 50 28 4 32 11 16 28 13 17 676
internal_value=0.000881323 0.0025976 0.00144238 -0.0012363 -0.0345405 -0.0505088 -0.00846195 -0.0715313 0.00243272 -0.0413638 0.00302518 0.00176969 0.00262556 0.0171051 0.00442841 0.017728 0.0625009 -0.000253055 -0.0236431 -0.0709815 0.0284214 0.00939131 0.0397829 0.00179344 0.0447819 0.00172626 -0.0103558 0.0042356 0.00577365 0.00301375
internal_weight=328.536 181.465 179.419 147.072 7.32982 6.03286 3.88053 2.43014 176.032 2.34951 173.683 165.501 162.391 26.9303 21.0517 15.8759 5.87862 135.46 10.5686 3.69397 8.18173 5.2106 2.70937 6.87461 6.31666 124.892 21.4782 103.414 100.521 96.9221
internal_count=4633 2252 2235 2381 109 94 81 55 2201 533 1668 1551 1503 187 141 87 46 1316 142 74 117 82 54 68 40 1174 452 722 706 693
is_linear=0
shrinkage=0.0961169


Tree=755
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 1 1 2 1 2 1 0 0 2 1 0 0 2 1 0 0 0 1 2 2 2 0 0 0
split_gain=0.114617 0.789195 0.314247 2.42142 1.25107 1.09922 0.654219 0.585596 1.42605 1.27069 2.11237 1.20369 1.18281 2.36949 1.11747 1.46039 1.14882 1.62852 1.53516 1.24715 1.07103 1.26642 0.684622 0.614701 0.552105 0.511136 1.43619 0.700261 0.526362 0.827843
threshold=42.081757894750005 42.027798546600003 0.35585760905000008 0.35696536035000009 0.35210023650000005 0.3584174126500001 0.36476452800000009 0.34515433670000012 41.600558339100012 0.34503457980000002 40.621691032550004 0.34524415440000006 0.47820424540000012 0.47721625100000004 40.250747516500006 0.34569324270000007 0.48119816770000007 0.48458129995000004 41.319407281650008 0.34560342505000002 0.47943175355000006 0.47847369840000004 0.47736594710000008 0.34575312120000007 41.257948413050009 41.319407281650008 40.806664626150003 0.47736594710000008 0.47568935060000012 0.47396784530000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 8 9 20 -11 -9 13 -12 15 -13 19 23 -19 24 21 25 -10 -18 -16 26 27 28 29 -1
right_child=-2 -3 3 5 -6 6 -8 11 22 10 12 14 -14 -15 16 -17 17 18 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.010465360465959254 -0.0014993202423240926 0.036736762726135422 -0.15204621001030952 0.069704440531963549 0.069605392072060929 -0.035723856953230847 -0.00047692624728197378 0.046922273182656578 -0.024320651651922393 0.051337657956513627 -0.21453922961396274 0.0032294295741926511 -0.17190317805193503 0.1107927218194332 0.026415901714415276 -0.079424537738781081 -0.055639563816707809 0.077233006608159641 -0.0096933552233182153 0.061732378948254001 0.028023701861532403 -0.073303128327244726 -0.10809838984369567 -0.0090691409006807243 -0.018296943690027774 0.03654627834940985 -0.088250724650931617 0.045787642089186176 -0.054459340058129427 0.063518116361159199
leaf_weight=7.2791738028572635 118.02006961374354 5.2403594461793537 0.87428221452137123 1.7887893167353457 2.414771977113559 4.4938259017362716 111.64999076564743 6.3450624314136794 1.7529664260509883 0.96888783606482265 0.31595850270241488 4.8193191193495286 1.1292104572057722 0.43858751654624939 5.8438417628640327 2.7567652766010724 4.1000924594700354 3.0034749545156947 3.7445911094546318 6.0182157121598712 11.303369432687758 2.1091771796345702 1.4722237288951872 5.3708017319440842 3.6996959820389748 2.7888597090495741 1.5480100251297706 2.6291641369462022 1.5922021716833104 1.4956640619784591
leaf_count=225 2058 36 11 28 36 56 1606 38 36 9 58 29 10 1 39 26 27 37 21 39 50 27 11 22 18 17 29 10 10 13
internal_value=0.000757139 0.00203142 0.0011388 -0.00186883 0.00534561 -0.000755508 -0.0018407 0.00346531 -0.00503451 0.000487832 -0.0573389 0.0103139 -0.113235 -0.0254367 0.00441191 -0.0268465 0.0118635 -0.0050044 0.0289964 0.0294437 0.00585312 -0.00703644 -0.0625632 -0.0292302 0.00908229 0.00102723 -0.00578357 0.0040393 -0.00654842 0.00214506
internal_weight=327.007 208.987 203.747 118.807 84.9401 117.933 116.144 82.5253 36.8235 33.5983 2.85264 45.7019 1.88376 0.754546 39.3568 7.57608 31.7807 16.219 6.74807 15.5618 30.7456 19.4423 3.22519 9.47089 9.54354 17.3331 14.5442 12.9962 10.367 8.77484
internal_count=4633 2575 2539 1701 838 1690 1662 802 506 459 78 296 69 59 258 55 203 107 58 96 381 331 47 49 57 304 287 258 248 238
is_linear=0
shrinkage=0.0905731


Tree=756
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 1 0 2 1 0 1 2 1 1 1 0 0 0 0 1 2 0 1 1 1 1 2 1 2
split_gain=0.1168 1.04406 0.807377 0.983845 0.969518 1.9385 1.45417 0.377133 2.7134 0.67259 1.0711 0.693223 0.979783 0.451364 0.959741 0.794665 1.25117 0.577212 1.97669 0.718635 0.552518 1.02231 0.77791 1.42517 0.493566 0.377095 1.32876 1.28403 0.69007 0.368028
threshold=41.319407281650008 41.32819714970001 41.16018805045001 0.34515433670000012 0.34554354660000003 0.41917906650000009 0.36618664115000005 0.47880302985000006 40.806664626150003 0.34569324270000007 0.48119816770000007 0.34527409360000011 40.21994457600001 0.35331277505000008 0.34521421515000011 0.34515433670000012 0.47847369840000004 0.47736594710000008 0.47697673720000006 0.47396784530000008 0.34269932035000011 38.171717059500004 0.46898296455000005 0.34007963835000005 0.31753540315000006 0.36042334060000009 0.34626208795000007 39.852039223600009 0.36476452800000009 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=2 -2 7 -4 -5 6 -6 8 13 11 -11 12 -9 14 15 16 17 18 19 20 22 -22 23 24 -1 26 -12 -28 -27 -26
right_child=1 -3 3 4 5 -7 -8 9 -10 10 25 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 29 28 27 -29 -30 -31
leaf_value=-0.05916972186731502 -0.070610115882248525 -0.00026196465420911608 -0.025439436079785636 0.071309369709847886 0.03369881788215854 0.086246505704493728 -0.076132103613230848 0.028651307850736364 -0.13670877935060438 -0.063682316085729232 -0.030272260554783742 0.038717073508771765 -0.029153453020018358 0.056108169748160089 -0.051199320341001213 0.069185942583177146 -0.10651650305974296 0.038382110079701132 -0.15659896361443557 0.047870894328901639 0.0045305807400650841 -0.1304213953590781 0.075147668183831659 -0.14207816767459652 0.0038569803319687722 -0.042235859686851514 0.0035159665513063761 0.088535677226148302 0.00081712779517959129 0.072180373884531621
leaf_weight=0.71169475349598021 1.749462142586707 161.21783291413885 2.5841661541489875 4.0714671928435546 1.921617276966572 2.0181624319593539 2.0374904721975327 5.3418713659048098 1.313589076133211 2.1385820135474196 2.9747204892337304 7.9237162917852393 4.3760240413248539 1.0290462817902142 3.1410435366924494 1.3838028535246856 0.89278275333345014 3.1151798963546744 0.66950261592865068 2.3526939209550619 1.1033350617071844 0.7903613177477381 1.0473680873401461 0.59473999563488167 2.1338539887656229 3.1533615132793775 3.0531489420682192 2.7878878163173795 97.034259586294752 0.928038666024804
leaf_count=65 17 2500 18 24 16 20 27 24 40 15 15 35 24 43 35 5 20 12 6 17 40 67 15 9 81 22 30 32 1350 9
internal_value=0.000696508 -0.00101716 0.00241379 0.0244038 0.0372217 0.0140026 -0.0228239 0.000561691 -0.0106302 0.00240468 -0.000203115 0.0188338 0.00262149 -0.0023051 -0.00549152 0.00363949 -0.00268591 0.0042078 -0.00609643 0.00433215 -0.00968178 -0.0517936 0.00504337 -0.0117651 0.00877299 0.00104231 0.0190013 0.0440953 -0.000537946 0.0245653
internal_weight=325.591 162.967 162.624 12.6329 10.0487 5.97727 3.95911 149.991 21.207 128.784 111.142 17.6416 9.7179 19.8934 18.8644 15.7234 14.3396 13.4468 10.3316 9.66209 7.30939 1.8937 5.4157 4.36833 3.77359 109.003 8.81576 5.84104 100.188 3.06189
internal_count=4633 2517 2116 105 87 63 43 2011 464 1547 1464 83 48 424 381 346 341 321 309 303 286 107 179 164 155 1449 77 62 1372 90
is_linear=0
shrinkage=0.0905731


Tree=757
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 2 2 0 0 1 1 1 1 2 2 0 0 0 0 0 1 1 1 1 0 1 0 0 0 2
split_gain=0.114697 0.349008 0.416082 0.291541 0.507204 0.267155 0.197195 0.44315 0.399891 0.437002 0.388951 0.375409 0.512196 0.325787 0.284648 0.389833 0.204433 0.429164 0.319903 0.298079 0.29967 0.519327 0.2919 0.555866 0.401821 0.465045 0.505355 0.91144 0.22711 0.844018
threshold=0.31100865245000009 0.39672464895000009 48.553014326500012 44.952171034750002 0.41973294215000007 49.247968080500009 49.064150740050003 0.55688452445000014 0.55788748840000013 0.48522499325000007 0.48616807880000007 0.4995808509000001 0.50491003265000012 48.823707093150006 50.189067467950004 0.47648274005000008 0.63528038085000016 0.66011496660000013 0.61686775845000008 0.66505493850000008 0.57854555250000017 0.58454836680000011 0.46551001470000003 0.46280051495000007 0.56685428580000019 0.47634801355000006 0.59751205050000011 0.59930840395000018 0.60710757165000018 42.320906304050006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 13 14 -9 -10 -11 -12 -13 16 -8 -16 18 -18 22 -19 -21 -22 23 -3 -24 28 -27 -28 29 -26
right_child=1 6 -4 5 -6 -7 7 8 9 10 11 12 -14 -15 15 -17 17 19 -20 20 21 -23 24 -25 25 26 27 -29 -30 -31
leaf_value=-0.10393108003634331 0.01468988469343578 0.00049892483432128576 -0.069365967928180991 0.050611852315370479 0.10290962426812829 0.0018139746660307239 -0.11257139693554274 0.11197977118750309 -0.10357131003939109 0.050654778767843057 -0.10630321142183381 0.048595419703991338 -0.10197711463318469 0.024980726664273138 0.10655588939537863 -0.10235939561114299 -0.10819463918701216 0.082934177039381468 0.03697552293135619 -0.1059194406037216 0.099857485468924923 -0.10954204109211847 -0.11249122357384467 0.051405156397765051 0.054993175255578369 -0.1077232203162482 0.11679270222841061 -0.10578871013966212 0.080021488236263552 -0.11650273980514934
leaf_weight=0.44913712130437389 0.95991775647416888 296.70130920549127 1.5236503574997184 2.081490476266481 0.16106701642274857 2.433661918155849 0.71553583786589914 0.28085070848464999 0.45072086347499896 1.0304584950208666 0.44392173521919165 0.74715596064925172 0.32383045900496654 5.5872328793629995 0.1697394996881485 0.1885162634862354 0.53421509025565583 0.31636037865791855 2.4258150128794105 0.32520474772263697 0.30140272277640179 0.19510520251856178 0.48009703308343832 2.1606255285441867 0.87797041337762516 0.83208894361814578 0.36970673398172949 0.36619575944496319 0.46988218993647013 0.42632453143596649
leaf_count=159 51 3174 12 30 2 22 26 1 61 9 56 8 73 39 1 82 135 11 169 120 8 77 13 11 68 67 7 119 9 13
internal_value=0.000701356 0.000463063 -0.0368777 0.0155421 -0.0493342 0.0243099 0.000755871 -0.020387 -0.00211775 -0.0128132 0.00325784 -0.0289821 0.00306732 0.00105035 -0.07614 -0.00337655 0.000614524 -0.034254 0.000805636 0.000453994 -0.031301 0.0175729 0.000515758 0.000866952 -0.026944 -0.0146553 -0.0543342 0.00603296 0.0204123 -0.00106233
internal_weight=324.329 319.204 2.48357 5.12536 0.610204 4.51515 316.72 4.35073 3.27694 2.99609 2.54537 1.51491 1.07099 312.37 1.07379 0.358256 306.782 1.67229 305.11 1.13807 0.821713 0.496508 302.684 298.862 3.82227 3.34217 1.56799 0.735902 1.77418 1.30429
internal_count=4633 4420 63 213 161 52 4357 317 208 207 146 137 81 4040 109 83 4001 351 3650 216 205 85 3481 3185 296 283 193 126 90 81
is_linear=0
shrinkage=0.1


Tree=758
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 0 2 1 0 0 1 2 1 1 1 2 0 0 0 2 0 0 1 0 2 1 0 1 1 1
split_gain=0.576963 0.828924 2.58756 1.88941 1.60017 1.46036 1.38168 1.58813 1.21961 1.11364 1.01573 0.992453 0.904376 0.933423 1.61891 1.85024 2.63975 1.61362 1.54121 1.46823 1.05725 2.00987 0.854035 0.963831 0.733584 1.26345 2.01562 1.22195 0.790599 0.716844
threshold=42.081757894750005 0.35585760905000008 0.48588365620000007 0.34608245260000009 41.976795488650005 0.47976108500000009 41.909642283050012 0.34548366815000003 0.48654231910000006 0.49588335680000006 0.35799826355000003 39.852039223600009 0.34554354660000003 0.34515433670000012 0.34503457980000002 40.621691032550004 0.47787491390000009 0.48185683060000012 0.47868327295000007 41.16018805045001 0.47943175355000006 0.47847369840000004 0.36265381275000008 0.49820364660000011 41.243661560350013 0.41917906650000009 0.5619592227500001 0.47447681205000009 0.47634801355000006 0.36476452800000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 9 10 8 -8 12 -4 -3 -5 13 14 20 -16 -17 18 19 -15 21 -1 -11 -24 29 -26 -27 -28 -29 -25
right_child=-2 2 4 11 -6 -7 7 -9 -10 22 -12 -13 -14 17 15 16 -18 -19 -20 -21 -22 -23 23 24 25 26 27 28 -30 -31
leaf_value=0.00018824877202175983 -5.6713244349478787e-06 0.0018297463642638328 0.0012879332213346566 -0.00020869589033204914 0.0012814233322311146 -0.0031747904788129886 -0.0023154644128468137 0.00028210061478307983 0.0014285402468673565 -0.001459726846126729 -0.0021020385242482465 0.0011646443329038998 -0.00025141500741166292 -0.00052512323060637911 0.0012380177236966782 1.8155129809627025e-05 -0.0034859876862131907 -0.00044284861495345559 0.0015502372328153539 0.00098506677005724295 0.00069142350342154364 -0.0017048402053817257 0.0011896374373447152 -0.0012290175194397393 -0.0010645560651679122 0.00075888044522495019 -0.0024211709424454149 0.0023747934492896598 -0.0020908278671155946 9.2102646667431226e-05
leaf_weight=21.499050800150147 135.13221445740055 0.51110108719149072 2.7487225309014311 2.4210016905562943 4.211872673186007 1.4715797915123401 1.7963909139216405 1.8235076442360876 3.1437578573822966 1.4694930613040913 0.4994866963243112 12.308721037581561 14.921324245631693 4.1221962216877781 1.0580153838818649 1.6463220282457771 1.659858204424381 4.4845148697495452 7.4886428862810126 6.194350688252598 13.104007847607134 2.3965300805866709 2.7601734101772299 1.6028553396463383 6.2033180315047485 5.5001867702230811 1.537169758230448 0.42314976453781117 0.23824081070779357 106.3864736988603
leaf_count=324 2058 12 25 30 31 16 34 7 20 12 35 97 62 37 9 62 14 29 27 22 51 27 12 10 83 36 32 1 74 1344
internal_value=9.64679e-05 0.000155044 5.51251e-05 0.000290405 9.21214e-05 -0.00192844 0.000178469 -0.00100695 0.000230979 5.32513e-05 -0.000113553 0.00093892 0.000183065 0.000284914 0.000110613 -0.00101886 -0.00174109 0.000608371 0.000873136 0.000381638 0.000243838 -1.61247e-06 2.63422e-05 4.38612e-05 1.79157e-05 -0.000406038 0.000124567 -0.00146231 0.000766223 7.24936e-05
internal_weight=370.764 235.632 135.564 100.068 133.082 2.48217 85.3385 3.6199 81.7186 128.87 1.01059 14.7297 78.5748 63.6535 41.3638 4.3642 3.30618 22.2897 17.8052 10.3165 36.9996 23.8956 126.121 124.652 121.891 13.9021 7.69875 2.19856 0.661391 107.989
internal_count=4633 2575 1723 852 1660 63 725 41 684 1629 47 127 664 602 487 85 76 115 86 59 402 351 1604 1592 1580 226 143 107 75 1354
is_linear=0
shrinkage=0.00196078


Tree=759
num_leaves=31
num_cat=0
split_feature=2 0 1 2 1 0 1 1 0 0 1 1 2 1 0 0 1 0 0 1 1 2 1 0 0 0 2 1 2 1
split_gain=0.67605 1.05085 1.27542 1.03537 1.02791 0.676823 1.91713 1.93555 1.86506 1.14959 1.10872 0.959426 1.97924 1.64361 2.03838 0.819375 0.849403 2.04405 0.800217 1.23194 2.18256 0.735174 1.34291 0.831575 1.21548 0.672435 0.685562 0.72947 1.37861 0.641919
threshold=42.081757894750005 0.57927906350000014 0.47447681205000009 42.027798546600003 0.47941678395000004 0.48001556840000009 0.35799826355000003 0.34518427590000006 0.48389269780000005 0.48185683060000012 0.34584293880000011 0.34524415440000006 42.283941020600004 0.34566330350000002 0.48634771415000005 0.47697673720000006 0.34587287805000005 0.47787491390000009 0.47697673720000006 0.34007963835000005 0.32012514595000008 48.96897326980001 0.31753540315000006 0.39614083410000006 0.39587138110000003 0.47774018740000007 42.283941020600004 0.3584174126500001 48.109449608500007 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 29 -4 6 7 18 9 -7 -11 -10 -13 -14 -15 -9 17 -17 19 20 21 22 23 24 -2 26 -8 -28 -29 -1
right_child=5 2 4 -5 -6 8 25 15 11 10 -12 12 13 14 -16 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00030025060015023811 -0.00072446346137332632 -0.0020568432504299719 0.001572534467105869 0.0010018627697064636 -0.00099793704177538129 0.00026779861427633084 0.0021517807392359973 -0.0022597396920706315 -0.0013413408104555142 0.00034718514441010314 0.0019383306258206321 -0.0020295880378864554 0.0015601043384316537 -0.0028013773169497094 3.1975306532659381e-05 0.00071857011270300651 -0.0016330749531419146 -0.0013498857539005166 -0.00096015207968590136 0.00075802748196778381 -0.0024554731166950465 -0.00054591712681275445 0.0023269545475163799 -0.00068692634225639914 0.0021842047606938629 0.0021732187331295165 0.0022636117604484919 -0.0022273517328362446 0.0013812101021845971 8.8066016034931107e-05
leaf_weight=93.674700405106705 0.97543469455559351 1.7722564352661709 1.0664386357093465 5.9923961050808421 1.3620359075503072 10.877509362995626 0.71332280337810461 1.6806653311941762 2.1100037395954123 2.847632408142089 4.1191706657409668 1.80406877020141 2.6677290126681319 0.99011587351560493 69.512501465549576 3.3284430652856809 3.1865861527621746 4.0985735189169645 3.0244421530514947 7.3530441252514711 1.5208468064665783 4.5376044930890203 1.2301575895398853 2.734889212413691 1.273497462272644 1.3692261464893816 0.41006855899468098 0.93562375579494961 0.72046826034784317 132.14568199039786
leaf_count=838 111 180 15 30 413 54 3 59 15 11 61 50 7 13 1250 24 35 43 26 55 39 40 4 55 5 5 2 88 3 1099
internal_value=0.000116662 0.000179818 -0.000792116 0.000197431 0.000130858 5.44297e-06 -0.000211692 -0.000361307 9.4862e-05 0.000666092 0.00128796 -3.73723e-05 -6.74702e-07 4.93497e-05 -7.81538e-06 -0.000987671 -0.000786238 -0.0004229 -2.13203e-05 0.000123361 -0.0002569 5.40953e-05 0.000492239 3.93764e-05 0.000922621 0.0010485 0.000494446 -7.77331e-05 -0.000657479 0.000176084
internal_weight=370.035 236.014 4.20073 231.813 2.42847 134.022 39.0929 34.9442 94.9287 17.8443 6.9668 77.0844 74.9744 73.1703 70.5026 12.2943 10.6136 7.42702 22.6499 19.6255 12.2724 10.7516 6.21398 4.98382 2.24893 4.14871 2.77948 2.06616 1.65609 225.82
internal_count=4633 2575 608 1967 428 2058 597 496 1461 126 72 1335 1320 1270 1263 161 102 67 335 309 254 215 175 171 116 101 96 93 91 1937
is_linear=0
shrinkage=0.00196078


Tree=760
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 1 1 2 0 1 1 0 1 0 0 2 0 0 0 2 2 1 1 1 2 1 2 2 2 1
split_gain=0.510792 1.09704 2.84695 1.48577 1.81343 0.820079 0.816788 1.69614 1.46191 1.24341 0.856905 0.703091 0.68475 0.627801 0.716363 1.92332 0.648684 0.603168 0.790827 0.61369 0.831955 0.573016 1.21114 0.974515 2.37174 2.12949 1.38939 1.04863 2.4244 0.849325
threshold=0.52401125715000008 0.52754408550000009 39.955516828000007 0.52507409960000018 41.404176814550006 0.40651477500000005 0.39078171310000004 40.300545846000013 0.5116313883000001 0.39019789825000006 0.38976377950000002 0.5218855723000001 0.38772791230000009 0.47880302985000006 0.47787491390000009 39.571921479100006 0.47847369840000004 0.47721625100000004 0.47709649410000005 42.081757894750005 44.202975721700007 0.38334181610000007 0.39170982905000007 0.39995808510000008 41.16018805045001 0.39563186730000005 36.558960102350007 43.61821939175001 43.663128814500006 0.40115565405000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -6 9 -8 -9 10 11 12 13 14 17 -16 -17 18 -1 -19 -21 -3 -23 24 25 -24 -27 -26 -29 -25
right_child=1 21 3 4 5 -7 7 8 -10 -11 -12 -13 -14 -15 15 16 -18 19 -20 20 -22 22 23 29 27 26 -28 28 -30 -31
leaf_value=6.1896313820484686e-05 -0.0025565394006021309 -0.0011695990470990578 0.0014725589147154237 0.0017015133706053383 -0.002539574891534994 -4.3740564750111915e-05 -0.0027430075266190014 -0.0021724998211457374 0.0011292482148710739 0.0010121907753172998 -0.0010126471355393874 0.001093232221277044 -0.00091931414480493829 0.00024860153986524874 0.0012895738808910572 -0.00050086495532971481 -0.0016841967887002969 0.00079404466337574034 -0.0010426621121603092 -0.00071836818558538738 0.00070574165360119559 0.0010453004901162086 0.0012668844543074714 0.0011961211976138318 -0.0024889575372013086 0.0006325814187686889 -0.0021809249086700531 0.0027746745222926952 -0.001598982456479099 6.7955797776515472e-05
leaf_weight=47.864328880081302 2.2462815032340577 1.4372914172708977 1.8889446204411795 0.84883797541260753 1.4475404657423498 0.77829979907255609 1.1321942280046635 0.73172243614681098 1.7453816700435707 6.7851705607026807 2.3696030601859084 3.1451687533408395 2.2387899551540604 140.37685584812425 2.0503254160284987 6.8214714601635915 2.4104177565313876 8.5982528775930387 2.628970466554164 3.176027111709117 3.1328614726662636 4.7627737633883944 3.7133055645972473 2.6293894122354677 2.2471534907817841 1.1601026244461539 1.6132144946604965 0.60936516523361239 2.4320397905539721 105.74557140813704
leaf_count=956 40 12 41 8 53 16 31 51 37 29 15 19 18 883 10 51 40 33 17 25 16 26 18 12 55 10 54 1 135 1921
internal_value=0.000115787 1.89457e-05 -0.000724974 0.000103898 -0.000736946 -0.00166687 0.000170778 -0.000754805 0.000153931 0.000185203 0.000160243 0.000172737 0.000159536 0.000170663 2.7987e-05 -0.000428303 -0.000809829 0.000106702 4.38667e-06 0.000453261 -1.11852e-05 6.13959e-05 7.55602e-05 3.71195e-05 -0.000498606 0.000295977 -0.00100401 -0.00147319 -0.000722692 9.53273e-05
internal_weight=368.768 133.56 7.2099 4.96362 3.07468 2.22584 235.208 3.6093 2.4771 231.598 224.813 222.443 219.298 217.06 76.6827 11.2822 9.23189 65.4004 50.4933 14.9071 6.30889 126.35 124.913 120.15 11.7752 6.48662 2.77332 5.28856 3.0414 108.375
internal_count=4633 2402 158 118 77 69 2231 119 88 2112 2083 2068 2049 2031 1148 101 91 1047 973 74 41 2244 2232 2206 273 82 64 191 136 1933
is_linear=0
shrinkage=0.00196078


Tree=761
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 1 2 0 0 0 1 1 2 2 2 2 2 0 2 0 2 0 0 2 0 2 1 1
split_gain=0.601747 1.30875 0.843432 2.87575 0.737773 0.714628 1.91212 1.16899 0.934085 1.07385 1.05019 0.688941 1.60805 1.16442 0.680825 0.639594 0.621571 1.77215 2.05513 0.959628 1.22325 0.994007 1.80912 1.80996 1.27465 0.80777 1.25205 0.778719 0.933544 1.99136
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.36265381275000008 0.3465914194000001 0.34608245260000009 0.35331277505000008 41.909642283050012 0.48654231910000006 0.48368312325000012 0.57927906350000014 0.47447681205000009 0.47941678395000004 41.16018805045001 37.345948426100009 41.243661560350013 41.835830569250014 41.641174900500005 0.56685428580000019 41.087689990200012 0.5485614203000001 38.751720283100006 0.55619592225000014 0.55877069550000014 39.065416244600009 0.56859076075000015 38.396531328800009 0.40896979130000005 0.44765126795000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 9 10 -1 16 -13 -14 -12 -15 19 18 -18 20 21 -6 27 -24 -25 26 -21 28 -23 -30
right_child=-2 -3 4 -5 11 7 -8 -9 -10 -11 14 12 13 15 -16 -17 17 -19 -20 25 -22 22 23 24 -26 -27 -28 -29 29 -31
leaf_value=0.00023527100495427354 6.0580492823780224e-06 0.0010532392617908202 -0.00093492490800099531 0.001818276997965017 0.00012850551070605983 -0.001534402515081234 0.0013066097172423671 0.00025240148774500018 -0.0010558715651440846 0.0013832538902475585 4.6416499829821721e-05 -0.0020704274918399799 0.0018888351468856395 0.00061008046543521005 -0.0012459816306463196 -0.0020921870870404861 -0.00029713244169965924 0.00080687223271833238 -0.0025237030156524533 0.0010485663535282784 0.0012058865145715047 0.001556778896929734 -0.0025927635781333937 0.00056265890621664887 -0.0011697123981274668 0.0010244165014177396 -0.0023021226929611505 0.0018094471423107474 -0.0023467689777505745 0.0007803723563448591
leaf_weight=68.675204313025461 136.26205299024878 6.2775288584525688 2.9025811351602888 4.4811064880341283 81.169968215748668 2.320556052029132 6.1713499352335921 3.5786144279554719 2.3061873233527868 2.8897522017359725 3.1181455180048934 1.8743377156351915 1.0604542724177011 0.62163116742749458 3.1505005806684494 0.7348120035167085 8.2424777236301434 4.0362936919555059 1.97581814136356 0.95177793316542902 3.6142274849116793 1.1680108904838551 2.0536870686337334 2.6754013169556856 4.1908155363053083 7.5194673737278208 0.78025069083378185 1.244495879858732 1.316601562779397 1.9314550310955381
leaf_count=624 2058 36 42 46 547 27 47 40 34 19 14 180 14 186 26 222 81 36 31 15 20 3 30 18 48 51 49 6 66 17
internal_value=0.000109565 0.00017009 0.00014564 0.000284335 4.2533e-05 0.000209791 0.000254919 -0.000450473 0.000173931 0.000210369 0.000165144 6.48443e-05 -0.000707436 0.000349582 -0.000603118 -0.000853791 9.1816e-05 -0.000293149 -0.000727664 0.000142338 8.61008e-05 4.3833e-05 -0.000427542 -0.00097775 -0.000494699 0.000746348 -0.000460864 0.000439475 5.34025e-05 -0.000487216
internal_weight=369.296 233.034 226.756 96.6914 130.065 92.2103 86.3111 5.89917 80.1398 77.8336 74.9439 127.162 4.29124 2.4169 6.26865 1.35644 122.871 14.2546 10.2183 108.616 99.3647 95.7504 14.5805 8.9199 6.86622 9.2515 1.73203 5.66056 4.41607 3.24806
internal_count=4633 2575 2539 877 1662 831 764 67 717 683 664 1620 602 422 40 408 1018 148 112 870 755 735 188 96 66 115 64 92 86 83
is_linear=0
shrinkage=0.00196078


Tree=762
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 1 0 1 1 0 0 2 2 0 2 2 2 0 1 1 0 1 2 0 2 2 2 2 1
split_gain=0.118032 0.40843 0.28266 0.490469 0.26473 0.46868 0.381056 0.222949 0.299283 0.615946 0.487416 0.215026 1.09804 0.475553 0.308682 1.66186 0.728033 0.640861 0.283509 0.341711 1.14431 1.10809 0.772569 1.22045 0.687346 0.500972 1.46943 0.96753 1.72953 1.47443
threshold=0.62376874945000005 0.47634801355000006 40.722669576350008 40.767054867700004 45.044778924400006 46.095286511800005 0.50214065445000011 0.61400856260000014 0.47634801355000006 0.48616807880000007 0.58249753000000004 0.58249753000000004 41.772405911750006 46.645430295100006 0.57212358910000016 40.94178426300001 40.806664626150003 40.00488309970001 0.56974342085000018 0.45107930900000009 0.44618424600000006 0.5619592227500001 0.46280051495000007 38.911218973650008 0.5485614203000001 40.300545846000013 38.536700832000001 42.320906304050006 43.521589032450009 0.43593006200000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 -4 -5 -6 -7 8 11 10 -10 14 -13 -14 18 16 17 -16 19 20 24 -21 23 -23 -1 26 -26 -27 -29 -30
right_child=1 2 3 4 5 6 -8 -9 9 -11 -12 12 13 -15 15 -17 -18 -19 -20 21 -22 22 -24 -25 25 27 -28 28 29 -31
leaf_value=0.0017432919156268058 -0.099272474599177499 -0.094874574934884992 0.1047605573763027 -0.095041835678237638 0.065373578614621966 -0.10062533836452774 -0.0031698486944205634 0.03111445738042198 0.051820985157157787 -0.094353611195344841 -0.040251858327946012 -0.094976194193074362 0.010380572436382322 0.066005601285825735 -0.093345063500411635 -0.10222465129712296 0.10337483637935777 0.023695732305528502 0.026682102326953061 -0.076773056189729919 0.043818659308665443 0.040527327734922319 0.052238537821076285 -0.057261373016651733 -0.0024965211076004752 0.012833728215284432 -0.10372728549896558 -0.086183070968671227 -0.052221924145402256 0.091570331895120011
leaf_weight=272.89264742029991 0.41752203536088828 0.26498650990902239 0.34420314431190524 0.269206876142562 0.66553577349986914 0.40610080701299045 1.7366594627965239 2.0158431291019943 0.82519987340492607 0.8245801518060033 1.1009384266217237 0.6297500904656762 3.3278222354128957 2.0299179971916601 0.52776901544348165 1.4353164670756084 0.63743320107460011 1.4067464247345922 3.5281496727839103 1.9607298000482822 5.1174796647683243 1.7236676607280967 1.7541157419327644 2.666898459661752 3.0988808881957111 7.8398324623703939 1.8960262117907403 2.7740210620686412 1.1721318017225715 1.1678592506796119
leaf_count=2940 38 215 1 114 7 12 107 139 16 197 41 90 38 32 84 63 2 7 32 25 31 15 18 98 82 46 42 29 65 7
internal_value=0.000893138 -0.0143697 -0.0047544 0.00222476 -0.00924335 -0.0010186 -0.0216398 0.00108747 0.00089851 -0.0288486 -0.000805834 0.00115616 0.0181578 0.0314555 0.000829467 -0.0241464 0.0194264 -0.00823501 0.00115485 0.000858648 0.00136113 -0.0174887 0.00142852 -0.0188711 0.000614068 -0.0165546 -0.0409229 -0.00715842 -0.0378066 0.0195429
internal_weight=326.458 4.10421 3.68669 3.42171 3.0775 2.8083 2.14276 322.354 320.338 2.75072 1.92614 317.587 5.98749 5.35774 311.6 4.00727 2.57195 1.93452 307.592 304.064 295.959 8.10541 6.14468 4.39057 290.841 17.9488 4.99491 12.9538 5.11401 2.33999
internal_count=4633 494 456 241 240 126 119 4139 4000 254 57 3746 160 70 3586 156 93 91 3430 3398 3242 156 131 113 3211 271 124 147 101 72
is_linear=0
shrinkage=0.0905731


Tree=763
num_leaves=31
num_cat=0
split_feature=0 0 2 1 0 1 1 0 0 0 0 1 0 0 1 2 2 2 2 0 0 1 2 2 0 0 1 1 2 1
split_gain=0.14196 0.339211 0.125475 0.331022 1.38694 0.713496 0.401495 0.894187 0.350411 0.751387 0.465363 0.154809 0.400966 0.20292 0.26302 0.153609 0.137721 0.159107 0.16011 0.82058 0.772726 0.684205 0.502384 0.248687 0.705105 0.703465 0.944924 1.07551 0.226302 0.300636
threshold=0.39587138110000003 0.3733870243500001 35.119813570500007 0.36551300860000008 0.50452082270000009 0.36476452800000009 0.34007963835000005 0.49877249185000011 0.50730517050000012 0.5116313883000001 0.51484985480000012 0.38906020780000011 0.54413041525000005 0.55484865720000009 0.43643902880000007 34.424709467050008 35.374259656300005 35.771221912400001 37.041406607950009 0.5296248615500001 0.5195503128500002 0.46187239905000005 36.257608591500009 37.765550062200006 0.51657136015000005 0.54191491270000014 0.42307116555000007 0.4529056016000001 38.060777288450005 0.37407562650000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 15 -8 -6 -10 -11 -12 -13 -14 -15 -2 -4 -18 19 20 22 -21 -19 24 -20 -26 -27 -28 29 -25
right_child=2 -3 16 4 8 -7 7 -9 9 10 11 12 13 14 -16 -17 17 18 23 21 -22 -23 -24 28 25 26 27 -29 -30 -31
leaf_value=0.0091867882544288751 0.02027368844011658 -0.10855050683138015 -0.025748367021098877 -0.17427650824298313 0.10939384599816565 0.10400780464553873 -0.094313775637241817 0.050207615150157862 -0.13050320753643385 0.10077586408899968 -0.026399662920330195 0.051060450324463033 -0.11322571074249162 0.014527781693718662 -0.099727550971786372 0.098407751269009316 0.025953015788675184 -0.059755417137173278 0.050227007821519322 -0.11523869869615987 0.032995891349735615 0.055218172718184556 -0.003751745450287146 0.010817971611239185 -0.043359533420412398 0.069921101950780884 -0.12514429996747115 0.024472157153774474 0.00084087763107741772 -0.044989458198242585
leaf_weight=0.58698088116943736 0.48130453197518264 0.36767545088514453 1.8167653404834698 0.40265318145975459 0.31348651647567738 0.99735408276319493 0.78550755502146763 0.79663250595331192 0.35302396956831206 0.51848025619983662 1.116290603764355 1.4670705855824056 0.18887535028625269 1.0199376238742841 0.22769166734440194 0.4495902918279171 2.3047522346751057 2.0991621565772203 3.5669952617026848 1.0777499917821831 3.8914873329922557 0.27256753211622697 5.015342335565947 1.4726228751242154 2.4667400934267789 1.9420275688171389 0.65573068213416297 1.373798216540308 284.75209862675911 2.2609365806056303
leaf_count=18 31 170 19 6 1 6 46 3 4 4 12 14 12 23 212 11 37 49 36 61 31 43 41 15 23 6 26 36 3583 54
internal_value=0.000851694 -0.0361584 0.000960714 0.0120763 -0.00241384 0.035223 0.00792421 -0.021545 0.0108816 0.00456802 0.0150748 0.00402111 0.0157165 -0.0203795 -0.00632375 0.0580098 0.000638932 0.000792019 0.000605465 -0.0101161 -0.00144008 -0.0808312 -0.0202758 0.00104929 0.0159466 -0.0030457 0.0219933 -0.0238682 0.000532623 -0.0229774
internal_weight=325.041 0.954656 324.087 9.1179 5.60751 3.51039 2.51303 1.58214 5.20486 4.89137 4.53835 4.01987 2.90358 1.4365 1.24763 0.930895 314.969 313.152 310.847 12.3563 11.006 1.35032 7.1145 298.491 10.0053 6.4383 3.97156 2.02953 288.486 3.73356
internal_count=4633 188 4445 385 288 97 91 49 282 281 277 273 261 247 235 42 4060 4041 4004 225 121 104 90 3779 127 91 68 62 3652 69
is_linear=0
shrinkage=0.0961169


Tree=764
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 1 1 2 1 2 1 1 0 0 1 0 0 2 2 0 1 0 0 0 0 1 1 0 0
split_gain=0.108946 0.901499 0.840216 0.811056 0.724149 0.657441 0.652358 1.22765 0.61035 0.817449 0.488559 0.4311 1.56215 0.991612 0.802267 0.730125 0.56483 0.540413 0.527993 2.64299 1.88618 1.74602 0.775523 1.09551 1.62697 1.12185 0.929512 1.08333 1.09595 0.511058
threshold=39.427119987250002 39.262923716450011 39.788107623550012 39.852039223600009 0.56915960600000015 0.49146732130000009 0.34524415440000006 0.36994401365000007 39.746231405950006 0.39019789825000006 39.525197829750006 0.42039160505000012 0.40651477500000005 0.53998383280000006 0.5485614203000001 0.43967246490000006 0.56748300950000019 0.54413041525000005 38.751720283100006 38.324118171300007 0.51657136015000005 0.36265381275000008 0.52925062125000011 0.52769378160000013 0.52252926560000013 0.5195503128500002 0.37820723930000005 0.36994401365000007 0.50101793360000013 0.49194634890000005
decision_type=2 2 2 2 2 2 2 2 2 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 -4 11 -6 -2 -8 9 -9 -11 12 17 -14 -13 16 -16 18 19 22 -20 -21 23 24 25 26 27 28 29 -1
right_child=2 -3 3 -5 5 -7 7 8 -10 10 -12 14 13 -15 15 -17 -18 -19 20 21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0046534901112022286 0.012156014267790387 0.044828034957826293 0.068557706038181135 0.0006877162137088939 -0.11120832984483044 0.033251847931604649 -0.11047740902859705 -0.095371475784296056 0.027875247681372194 -0.043005133022811802 0.019250316601155691 0.05243631131765128 -0.0099309424338530437 -0.10373658673887826 -0.10475360520764004 0.015065293525233748 0.030203334028338243 0.052749970051148308 -0.020561120946884098 -0.010442833208764447 0.061134447987165011 -0.13795173149326292 -0.057075296530047587 0.069817156708424574 -0.057700544030063111 0.068254279532907997 -0.045876623538065875 0.069410745107889152 -0.049032815300200358 0.031061298225552689
leaf_weight=7.2753820177422481 3.6052831560373297 4.8752191968960679 1.7047018927260058 233.90678144478079 1.0039803260078759 0.43356780344402057 1.7744528772309411 1.6225536167621593 1.9164228327572344 2.7012980377476197 2.1970455002629024 4.4739040583372098 2.1396380008663973 2.1935832514427602 0.98098371422383912 5.6998669717286248 0.42818027036264539 2.0839048235211513 5.3458458385430259 1.9607192513067264 5.5224089007824659 2.1796920469496399 1.8234477592632163 2.5910632703453294 3.6845944030210367 3.0008523915894321 3.0520465364679685 2.7491761744022361 3.1696587875485411 8.1817601611837727
leaf_count=246 21 34 17 3249 207 213 20 17 11 39 26 26 20 34 58 47 6 8 38 14 25 26 37 18 44 19 29 16 15 53
internal_value=0.000785218 0.00406561 -0.000199174 0.00117877 0.00122562 -0.0676388 -0.0236962 -0.0363539 -0.0207649 -0.0350598 -0.0150818 0.00267004 -0.000836469 -0.0574177 0.0199117 -0.000556889 -0.0637464 0.00382291 0.00180537 -0.0034399 0.0209503 -0.077569 0.00519907 0.00856817 0.00346749 0.0116844 0.00473504 0.0119613 0.00348223 0.014251
internal_weight=324.278 74.8495 249.429 235.611 69.9743 1.43755 13.8171 10.2118 8.43732 6.5209 4.89834 68.5367 56.9538 4.33322 11.5829 7.10903 1.40916 52.6206 50.5366 39.6684 10.8683 4.14041 35.528 33.7045 31.1135 27.4289 24.428 21.376 18.6268 15.4571
internal_count=4633 1233 3400 3266 1199 420 134 113 93 82 65 779 642 54 137 111 64 588 580 517 63 40 477 440 422 378 359 330 314 299
is_linear=0
shrinkage=0.0980392


Tree=765
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 1 0 1 1 1 0 0 0 0 1 2 1 2 0 0 1 1 1 1 2 0 2 2 1
split_gain=0.119616 0.318093 0.475662 0.108284 0.399493 0.444662 0.407762 0.4254 0.281214 0.977412 0.243713 0.228798 0.220214 0.365995 0.235621 0.136159 0.596512 0.33725 0.242899 0.536051 0.380764 0.405351 0.30765 0.334205 0.477816 0.284312 0.354126 0.136487 0.381307 0.620284
threshold=0.39587138110000003 0.30609861980000008 44.952171034750002 34.823977857500005 33.96174662340001 33.361153777850006 0.38045268105000002 0.50035927070000008 0.38512319990000005 0.38906020780000011 0.38772791230000009 0.46482141255000003 0.54413041525000005 0.56748300950000019 0.56915960600000015 0.31060447290000009 49.247968080500009 0.31100865245000009 49.064150740050003 0.55688452445000014 0.55788748840000013 0.48522499325000007 0.48616807880000007 0.4995808509000001 0.50491003265000012 50.189067467950004 0.47648274005000008 47.927946529500012 45.700098835450007 0.37447980600000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -8 -10 -6 -2 -11 -14 -15 16 -5 -17 27 25 -21 -22 -23 -24 -25 -20 -27 28 -19 -30
right_child=3 -3 -4 15 10 -7 8 -9 9 12 -12 -13 13 14 -16 17 -18 18 19 20 21 22 23 24 -26 26 -28 -29 29 -31
leaf_value=-0.097874701133114556 -0.049695310769139633 -0.1063161736049274 0.076191863095635526 0.020846612905332813 0.072294922135382536 -0.07120183784893544 0.097794336336517851 -0.13034732144075156 -0.15805805497227338 0.090675523386684539 0.0065046530975192739 0.076272006306329868 -0.11161551373103631 0.098669376686463153 -0.099119540889615568 0.032923870778039689 -0.10349024003549769 0.00077606256209824219 -0.10479037844579153 0.10509027834504517 -0.097319685724176569 0.044062155146204887 -0.099773894631049936 0.044741275003199209 -0.095971341933171278 0.099934622642877752 -0.09615533750053204 0.010720261431858587 -0.10356826989157118 -0.011682036310600812
leaf_weight=0.22777338154628424 0.27301051221365913 0.335958374394977 0.3592972184997052 0.8643912273691956 1.2650470458902421 0.73036990934929225 0.48893633484840382 0.31021619588136673 0.23986236192286003 0.59571839845739283 0.82672636147071887 0.24111628573155031 0.16017660865327343 0.27891338896006346 0.066170507223432651 2.8552705836482337 0.56761369854211807 290.86521269286459 0.84988229445298091 0.27235296368598971 0.41715078259585459 0.97548675537109408 0.38390259287552897 0.72642384469509103 0.30394613544922322 0.15817229449748993 0.16932694658316905 11.614433525130151 0.75369212951045383 4.8522701797191985
leaf_count=130 42 50 8 38 26 37 6 6 3 6 45 11 18 2 147 16 12 3370 31 1 61 9 56 8 73 1 82 105 95 138
internal_value=0.000683733 -0.0331902 0.008657 0.000780802 0.0139184 -0.00609046 0.0118271 -0.0432014 0.0366183 0.0143105 0.0462928 0.00938111 0.0518632 0.00610225 0.060743 0.000553581 -0.0284376 0.000685294 0.000390586 -0.0219657 -0.00128788 -0.0116097 0.00335164 -0.0247282 0.00323283 -0.0760453 -0.00144978 0.000699469 0.000306899 -0.0240357
internal_weight=323.029 0.923029 0.587071 322.106 5.47626 3.38449 2.65412 0.824343 1.82978 1.34084 2.09177 0.514127 1.10098 0.505261 0.345084 316.63 1.432 315.198 312.342 4.25664 3.07926 2.80691 2.38976 1.41427 1.03037 1.17738 0.327499 308.086 296.471 5.60596
internal_count=4633 188 138 4445 349 278 241 59 182 176 71 53 173 167 149 4096 50 4046 4030 322 208 207 146 137 81 114 83 3708 3603 233
is_linear=0
shrinkage=0.0942322


Tree=766
num_leaves=31
num_cat=0
split_feature=1 2 0 0 0 0 2 1 1 2 1 1 0 1 0 0 2 0 2 2 0 2 2 1 1 1 1 2 1 1
split_gain=0.108662 0.233445 0.12629 0.446692 0.411633 0.115515 0.387734 0.599107 0.357667 0.659052 0.400243 0.515395 1.13473 0.301078 0.568422 0.273034 1.74355 0.452443 1.22412 0.83392 0.757692 1.34256 2.55905 0.404816 1.13189 1.00384 0.80342 0.76091 0.661812 0.628751
threshold=0.50056884525000012 45.044778924400006 0.65010029640000011 0.66718062335000017 0.68131193680000013 0.58388970390000006 40.722669576350008 0.49146732130000009 0.46636328255000009 49.960114208400007 0.46280051495000007 0.45420795785000007 0.58249753000000004 0.44922307715000004 0.58984760935000013 0.57212358910000016 40.94178426300001 0.56579144335000009 42.546237522150008 40.300545846000013 0.56065686655000013 38.911218973650008 40.858951393400005 0.43584024430000007 0.42991227810000004 0.43349001525000008 0.42802610700000004 40.518963363600001 0.43694799560000003 0.4289991317500001
decision_type=2 2 2 2 2 2 2 2 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 -7 10 -10 11 15 -13 -8 -15 17 -17 20 19 -19 23 -22 -23 24 26 -26 -1 -25 -29 -28
right_child=1 2 3 4 -6 6 13 -9 9 -11 -12 12 -14 14 -16 16 -18 18 -20 -21 21 22 -24 27 25 -27 29 28 -30 -31
leaf_value=0.00061265337784467894 -0.095132439887645831 0.023855986490676506 -0.10983229405669098 0.04193947373116879 -0.096365035822611633 -0.098204891712619952 -0.03217689924539633 0.053333222783032055 -0.10214201397385207 0.011719320924907668 0.037372269285662826 -0.10032875411932339 0.04916187723460632 0.071141535700626313 0.0096649509942287118 0.02509608281028651 -0.10825951132363612 0.0022427535473703384 -0.033641829201539464 0.070043784115116137 0.040252719074913818 -0.14705770604602811 -0.0012235992979648647 0.063459852694145558 -0.10121939065333731 0.0048017444262279437 0.093938771957225747 0.044599023672754735 -0.022444791064331594 -0.0022275429590760971
leaf_weight=270.8306509185204 0.312935282924513 0.72953528029029291 0.39322662842459966 0.78211633930914082 0.25287161098094657 0.64915715407823771 0.95305506602744383 0.36021418270502181 0.84424689383922558 0.97010111145209521 2.6201527815428554 1.2782597983314179 0.69659164967015375 1.7444620816968379 5.69706740451511 2.3328933891898482 1.3888881657039744 2.6966003928100672 2.5808151918463409 4.0006517916917801 1.6452896646223951 1.7765414919704197 2.6807231271523051 2.6303348672809062 1.8208560785278671 1.404837938804121 1.4667045820970082 2.0614799480608781 3.5742975824468886 1.0260494664544237
leaf_count=2934 480 33 16 15 68 150 28 23 70 33 22 115 6 36 121 57 59 27 28 25 17 29 26 14 49 36 15 34 35 32
internal_value=0.000613639 -0.0190724 -0.00804154 -0.0243349 0.00814847 0.000765761 0.0110549 -0.0441255 0.000453964 -0.0412623 0.000699295 0.000385169 -0.0475987 0.0176899 0.0240764 0.000696968 -0.0246693 0.00101146 0.0214964 0.0427442 0.00035814 -0.0324957 -0.059349 0.00106208 0.000447877 -0.0550456 0.0011028 0.0216107 0.0020788 0.0543555
internal_weight=322.202 2.47069 2.15775 1.42821 1.03499 319.731 9.40396 1.00937 310.327 1.81435 308.513 305.892 1.97485 8.39458 7.44153 303.918 3.72178 300.196 9.27807 6.69725 290.918 6.10255 4.45726 284.815 276.549 3.22569 273.323 8.26611 5.63578 2.49275
internal_count=4633 612 132 99 83 4021 358 173 3663 103 3560 3538 121 185 157 3417 116 3301 80 52 3221 72 55 3149 3066 85 2981 83 69 47
is_linear=0
shrinkage=0.0942322


Tree=767
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 0 0 2 0 1 0 2 1 0 0 0 1 1 1 2 2 0 2 1 1 2 2 2 2 2
split_gain=0.0977804 0.91146 1.22769 1.39169 2.10557 1.22683 0.861712 2.3517 2.0436 0.503379 0.756434 1.84856 0.976595 0.668118 2.14592 0.822803 3.33399 1.30533 3.30771 1.01998 0.734003 0.687893 0.581796 1.17665 1.0679 0.504776 0.390687 0.389647 0.349904 0.543854
threshold=0.38906020780000011 0.52252926560000013 0.39019789825000006 0.39048232090000007 40.300545846000013 0.5116313883000001 0.52432561900000019 39.065416244600009 0.5261668812000001 0.38723391515000005 0.51657136015000005 36.654713368950006 0.37977904855000005 0.5132031975000001 0.51017933595000009 0.50291907430000016 0.37227927305000003 0.37323732825000006 0.36618664115000005 42.620627117000005 39.262923716450011 0.5054040298000001 35.771221912400001 0.36476452800000009 0.36476452800000009 37.500638522700008 37.140760352250005 36.242939472700009 37.232443001650005 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=9 2 -2 -4 -5 -6 7 -3 -8 10 13 -12 -13 14 15 17 20 18 22 -18 -17 -22 24 25 -1 26 27 -24 29 -10
right_child=1 6 3 4 5 -7 8 -9 28 -11 11 12 -14 -15 -16 16 19 -19 -20 -21 21 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0051042173134194747 -0.097114818111068396 -0.039718103525231627 0.070977346412869138 -0.18651327022383934 -0.10851457679150034 0.062677602472793373 -0.1153433296853317 0.071777370649822481 0.0074990973891454716 0.030360755642819391 0.060298388708333081 -0.12288393829394419 -0.031437545463492748 0.036151658882116973 -0.10047068820707643 0.01705261152019311 -0.12262815915446955 0.064422123427699832 -0.12411731418391385 -0.0050718885204492576 0.10296736193542406 0.036265037297558513 0.084954193251375126 -0.049146938155747333 0.083426478333596218 0.00054640119179270299 0.098983733558559134 -0.0068241833557158059 0.00089855976555535137 -0.059146422598866724
leaf_weight=3.0627914890210368 2.1969038648530832 2.8420122615061691 1.4472093619406221 0.75797330751083825 0.59325610386440519 1.2504589275195028 1.5064020817735571 5.0479633177747019 2.3104851059122202 5.7985312063246957 1.6613310510292638 1.5764680295251308 3.897869921522215 5.4224153421819201 1.9726069755852211 3.152195639908312 1.4700654577463859 3.0217559523880473 2.0579500955936956 1.3710527392104266 3.5804508104920387 2.5405083321966231 0.62332479812903319 4.5692409090697756 2.2878777459263802 150.4002802864743 0.8176917703822254 1.5508602069457991 99.809116794189322 2.3987768833503651
leaf_count=140 22 20 6 25 51 17 76 52 257 32 12 41 30 31 29 13 29 18 23 13 33 17 21 28 15 1513 13 48 1850 158
internal_value=0.000571203 -0.00164095 -0.0381066 -0.00608911 -0.0489579 0.00759273 0.000358415 0.0316161 -0.00196767 0.00189474 0.00104844 -0.0302826 -0.0577717 0.00223825 0.0012305 0.00234192 0.0270201 0.00056654 -0.000600273 -0.0658984 0.0554886 0.0752825 0.000956206 -0.000120766 0.0327504 0.00133962 0.0412146 0.0194881 -0.000333607 -0.0264484
internal_weight=320.996 120.161 6.2458 4.0489 2.60169 1.84372 113.915 7.88998 106.025 200.835 195.037 7.13567 5.47434 187.901 182.479 180.506 12.1143 168.392 165.37 2.84112 9.27315 6.12096 163.312 157.961 5.35067 153.392 2.99188 2.17419 104.518 4.70926
internal_count=4633 2534 121 99 93 68 2413 72 2341 2099 2067 83 71 1984 1953 1924 105 1819 1801 42 63 50 1778 1623 155 1595 82 69 2265 415
is_linear=0
shrinkage=0.0980392


Tree=768
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 0 1 2 1 0 2 1 1 1 2 0 1 0 0 1 1 2 2 2 2 1 0 2 0
split_gain=0.725486 1.52287 0.838175 2.16008 0.738264 1.42164 1.67942 1.39997 0.963396 0.930304 2.01091 1.38472 0.656046 0.637992 0.641936 0.632786 1.05768 1.34796 0.804255 0.606305 1.23294 0.816067 0.648244 0.594071 3.86123 0.593146 0.732366 1.01774 0.631746 0.601606
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.3465914194000001 0.35331277505000008 0.48032993025000009 0.34608245260000009 41.909642283050012 0.34587287805000005 0.48654231910000006 41.741384785950011 0.34554354660000003 0.36476452800000009 0.36510882910000009 41.489621506400006 0.47943175355000006 0.34548366815000003 0.47847369840000004 0.57927906350000014 0.47447681205000009 0.47941678395000004 37.345948426100009 41.835830569250014 41.600558339100012 42.477827694800006 0.43643902880000007 0.57299182660000014 42.498713093000006 0.52468488970000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 7 -6 -7 8 9 10 11 12 15 -4 -15 16 17 18 -1 23 -21 -22 -23 24 -16 26 29 -28 -27 -2
right_child=25 -3 13 -5 5 6 -8 -9 -10 -11 -12 -13 -14 14 19 -17 -18 -19 -20 20 21 22 -24 -25 -26 28 27 -29 -30 -31
leaf_value=9.0956199771238019e-05 -0.00030269475959704916 0.0011189569370157872 -0.00063280058056053323 0.0017467012613961075 -0.0016248496684125448 0.0015907470188307371 -0.0010566241743763531 0.0012154789190362276 -0.0010050693103759482 -0.00067412076119875838 0.0021276436887816249 0.0011114933506174492 -0.00031026398236823582 0.001021785206169843 0.00011613641471833879 -0.0003640758942060922 0.00065159067141319096 0.0017518006002775386 -0.00098122349757743654 -0.0020490710066656216 0.0017070636029896424 0.00074462356151231877 -0.0020819059113375495 0.0007954832893663148 -0.0021902261788899536 0.001174228924678108 0.0014362711867873547 -0.00073871230614359288 3.8539301360569472e-05 -0.0012644461052740024
leaf_weight=26.182691579306272 12.611033021064943 6.5149933267966835 4.9636642307741559 3.7909084670245639 2.3336375990766092 1.9347472520021258 1.7587369456887243 5.7785342149436465 2.4071757295459966 3.948802910745143 2.2509845793247214 6.4893052241532123 9.64423670619726 2.7440923750400534 115.56774053998379 5.9401621719589448 20.960594244301319 1.7515320777893055 2.9977533137425771 1.5532109474734164 0.87117155489977482 0.58460026431475831 0.66888467767421389 4.3838886553421608 2.8598693870007983 1.9141719632025331 1.9464760739356273 1.4384031564695758 116.16211763547471 3.1190873263403764
leaf_count=405 117 36 56 46 27 28 12 47 34 17 16 28 43 14 917 43 94 5 32 180 14 186 222 35 38 17 7 46 1829 42
internal_value=0.000118717 0.000183982 0.000157768 0.000295455 0.000237163 -0.000426811 0.000330141 0.000282457 0.000217164 0.000253864 0.000301943 0.000246382 0.000163184 5.70451e-05 8.35411e-05 0.000242136 0.00031153 8.10924e-05 -1.91905e-05 6.31866e-05 -0.000721272 0.000249404 -0.000763669 8.6679e-05 6.04408e-05 5.07593e-06 -0.00031536 0.000512013 5.69503e-05 -0.000493398
internal_weight=376.073 238.882 232.367 98.1698 94.3789 6.02712 3.69348 88.3518 82.5732 80.1661 76.2173 73.9663 67.477 134.197 129.233 57.8327 51.8926 30.932 29.1804 126.489 3.67787 2.12466 1.25348 122.811 118.428 137.191 19.115 3.38488 118.076 15.7301
internal_count=4633 2575 2539 877 831 67 40 764 717 683 666 650 622 1662 1606 579 536 442 437 1592 602 422 408 990 955 2058 212 53 1846 159
is_linear=0
shrinkage=0.00196078


Tree=769
num_leaves=31
num_cat=0
split_feature=1 1 0 0 2 2 2 2 1 2 1 0 1 1 0 0 0 1 0 0 0 0 0 1 2 2 0 0 1 0
split_gain=0.527003 1.84613 1.2208 0.782831 0.831267 1.13411 1.53768 1.03595 0.603526 0.572661 1.54557 2.22576 1.43934 0.641943 2.79617 0.696261 1.19639 1.61831 1.78925 1.61653 1.18214 2.55785 1.14834 1.14544 1.38976 2.2513 1.10694 0.774894 0.976359 1.67734
threshold=0.39563186730000005 0.39995808510000008 0.52366695610000014 0.5218855723000001 36.558960102350007 43.61821939175001 43.663128814500006 49.960114208400007 0.40115565405000009 41.489621506400006 0.39170982905000007 0.52507409960000018 0.39431454150000006 0.39078171310000004 0.52769378160000013 0.52401125715000008 0.52252926560000013 0.38906020780000011 0.5195503128500002 0.50913146310000013 0.48588365620000007 0.48911709230000006 0.5132031975000001 0.36994401365000007 38.474425342400004 39.852039223600009 0.48368312325000012 0.48185683060000012 0.34566330350000002 0.48001556840000009
decision_type=2 2 2 2 2 2 2 2 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 -7 -8 -4 12 -11 -12 13 15 -15 16 17 18 19 20 26 -22 -21 24 -23 -26 27 28 -1 -30
right_child=1 2 8 4 5 6 7 -9 -10 10 11 -13 -14 14 -16 -17 -18 -19 -20 22 21 23 -24 -25 25 -27 -28 -29 29 -31
leaf_value=0.00019234174396681936 0.0010685133832325101 -0.0021184251619902742 0.0010220123967698671 0.00033890373250366622 -0.0022158805954943348 0.0023439614165351535 -0.0022781947759979598 0.0012218559036337032 5.8151472319325232e-05 9.2034071877479642e-05 0.0018002085044346689 -0.0024244374388152127 0.0014833106844279621 -0.0026307524230653151 0.00094333313757795887 -0.00068018944189171841 0.0010263166973238144 -0.0009903161595284306 0.0014476675222944715 -0.0015924523672218136 0.0017329647610848391 0.000446649754553019 -9.2031417910681755e-05 0.0011049394185667879 -0.0022286692617481075 0.00023803668065495689 -0.00086906601835582081 0.00068773491042689345 0.00033162416218523555 -0.0017563899866142785
leaf_weight=44.57353120942571 0.66897650505415995 0.97875803068745781 2.5598206913564345 1.1783287236467002 3.2567952801473439 0.58019722253084216 1.2378207064466549 0.44093994935974468 102.79369737995603 116.01164287427673 0.62854708897066247 2.0214715970214456 3.5201073177158824 1.5004825165960931 1.9164666533470152 3.1122361086308947 7.338240258395671 4.1642431467771521 4.6316614076495162 2.9856866579502803 6.0728800818324116 12.971035450696951 5.7148860096931458 5.4373622611165038 2.2816311940550795 3.7779375305399299 4.0313369492068878 10.102901712059973 3.1328009362914591 2.8022419288754463
leaf_count=505 5 72 12 13 110 2 101 8 1965 1164 14 77 15 44 12 23 30 28 20 42 41 71 29 26 21 40 28 38 60 17
internal_value=0.000106163 -4.428e-06 6.13205e-05 -0.000953923 -0.00115604 -0.0014754 -0.00040783 -0.00135888 8.15708e-05 0.000156715 5.82126e-05 -0.00142241 0.000246579 0.000212177 -0.000626153 0.000235441 0.000259185 0.000209226 0.000255257 0.000202094 0.000276044 0.000593953 -0.000606916 0.000311254 8.44848e-05 -0.000690761 0.000125846 0.000192019 9.28641e-05 -0.000654236
internal_weight=362.425 113.695 106.332 7.36306 6.69408 5.51575 2.25896 1.67876 105.354 248.729 118.662 2.65002 130.068 126.548 3.41695 123.131 120.018 112.68 108.516 103.884 95.1837 30.5408 8.70057 24.468 19.0306 6.05957 64.6428 60.6115 50.5086 5.93504
internal_count=4633 2288 2049 239 234 221 111 109 1977 2345 1255 91 1090 1075 56 1019 996 966 938 918 847 199 71 158 132 61 648 620 582 77
is_linear=0
shrinkage=0.00196078


Tree=770
num_leaves=31
num_cat=0
split_feature=2 2 2 2 1 1 0 2 1 1 1 1 0 1 1 2 1 1 1 1 0 0 0 0 2 2 2 1 0 1
split_gain=0.102725 0.879332 0.698867 0.97095 0.475656 0.957413 0.359453 2.36646 0.620456 2.56293 1.05219 1.26617 0.617435 0.542156 0.721909 1.14501 0.623696 0.413107 0.695717 0.726551 1.12224 0.525874 1.66449 0.624264 0.437338 0.721302 1.21571 0.613376 0.546419 0.305449
threshold=41.319407281650008 41.32819714970001 41.16018805045001 41.184662530950007 0.34521421515000011 0.36618664115000005 0.47880302985000006 40.806664626150003 0.3447651268000001 0.34491482290000003 0.34512439750000007 0.34554354660000003 0.48119816770000007 0.36042334060000009 0.34626208795000007 39.852039223600009 0.36476452800000009 0.35331277505000008 0.34521421515000011 0.34515433670000012 0.47847369840000004 0.47736594710000008 0.47697673720000006 0.47396784530000008 39.525197829750006 38.983591653800012 38.110427674550003 0.32467590790000006 0.41973294215000007 0.36510882910000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 -4 -5 -6 7 17 -8 -10 -11 -12 -13 14 -14 -16 -15 18 19 20 21 22 23 24 25 26 28 -26 -1 -18
right_child=1 -3 3 4 5 -7 8 -9 9 10 11 12 13 16 15 -17 29 -19 -20 -21 -22 -23 -24 -25 27 -27 -28 -29 -30 -31
leaf_value=-0.098678793212102128 -0.06728458730098627 -0.00025318154978181486 0.074683641706778228 -0.026799493080505939 0.050313853352375745 -0.018307842123999996 -0.036972837815998624 -0.13665959959847665 0.089999668646711398 -0.065911473772961499 0.042135675088423509 -0.037374965087181772 -0.0087559688969448546 -0.042123749444472773 0.0049395305484993563 0.089871939232549783 0.034662767242560594 0.055564887358686803 -0.046236491693807898 0.068936349630512567 -0.10954477565467544 0.037112057152756069 -0.15492204604553403 0.045796753628747522 0.021917427858854994 0.062611969177271423 -0.13462664368537172 -0.10928249425576429 0.015332177920117726 -9.406889135549211e-05
leaf_weight=0.41932137505864764 1.7568175941705693 160.38267714942776 2.630426356161478 2.3462098166346532 4.3545151450671256 3.084092453296762 3.4452645629644385 1.2493608502263658 2.9728602468967429 2.0258414894342414 6.7719945125281802 3.7593527399003497 3.8035637997090799 3.111660612281411 3.0403923317790031 2.6276104575954378 2.301555484533309 1.018397213632851 3.1713371998375797 1.3256985172629363 0.84158509410917837 3.0309534817934027 0.63834603130817491 2.2347225788980722 0.50880802329629637 1.2726781636010853 0.67206089419778425 0.83680662984261289 3.3993950546428096 91.714919545554835
leaf_count=134 17 2500 22 17 25 41 18 40 11 11 34 22 17 22 30 32 14 43 35 5 20 12 6 17 6 9 14 81 42 1336
internal_value=0.000688441 -0.000979482 0.00239348 0.0238579 0.0101946 0.0218629 0.000570662 -0.0109604 0.00246406 0.00357657 0.00142039 0.00258493 0.000157966 0.0014816 0.0230018 0.0443131 -0.000616959 -0.00285283 -0.00609463 0.00229142 -0.00408556 0.00273472 -0.00770354 0.00235408 -0.011302 -8.74719e-06 -0.0177553 -0.0596728 0.00281299 0.00075679
internal_weight=320.749 162.139 158.61 12.4152 9.78482 7.43861 146.194 20.6195 125.575 122.13 119.157 117.131 110.359 106.6 9.47157 5.668 97.1281 19.3701 18.3517 15.1804 13.8547 13.0131 9.98214 9.34379 7.10907 5.76346 4.49078 1.34561 3.81872 94.0165
internal_count=4633 2517 2116 105 83 66 2011 464 1547 1529 1518 1507 1473 1451 79 62 1372 424 381 346 341 321 309 303 286 199 190 87 176 1350
is_linear=0
shrinkage=0.0942322


Tree=771
num_leaves=31
num_cat=0
split_feature=2 0 0 0 1 1 0 1 1 2 1 0 1 1 0 1 1 0 0 2 1 1 1 1 0 1 0 2 0 0
split_gain=0.628332 1.19071 1.02527 2.07122 1.64604 2.39461 1.45098 1.22067 1.0474 1.86293 1.80173 3.3562 1.17323 1.02472 1.02395 1.39246 2.34065 1.62655 1.00079 0.812773 0.796237 1.48984 0.767474 0.763292 2.55065 1.24229 1.14147 1.09808 1.23964 1.46786
threshold=42.081757894750005 0.57927906350000014 0.48001556840000009 0.48389269780000005 0.35799826355000003 0.34518427590000006 0.48185683060000012 0.34584293880000011 0.34524415440000006 42.283941020600004 0.3453339720000001 0.48634771415000005 0.34566330350000002 0.47447681205000009 0.47736594710000008 0.34007963835000005 0.32012514595000008 0.47568935060000012 0.47697673720000006 42.027798546600003 0.34542378970000004 0.34587287805000005 0.47941678395000004 0.35585760905000008 0.48588365620000007 0.34608245260000009 0.47976108500000009 41.909642283050012 0.48654231910000006 0.48368312325000012
decision_type=2 2 2 2 2 2 2 2 2 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 4 6 5 14 -4 -8 -5 -10 -11 -12 -13 -3 15 16 -2 -17 -7 23 -20 -22 -15 25 26 27 -25 28 29 -1
right_child=2 13 3 8 -6 18 7 -9 9 10 11 12 -14 22 -16 17 -18 -19 20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00029408630213405735 2.1891322975915334e-05 -0.0020542223233537731 0.00025061517691895912 -0.0013710686678587245 0.00092584022592040135 -0.0023082600959185573 0.00035217625119307843 0.0019450541438859861 -0.0019413841483706484 0.0025862642987159235 -0.0029612269452974002 0.0019049118952602032 5.70515389491761e-05 0.0014049732906940048 -0.0014340685039132114 0.0013770462396229222 -0.0024573629971929296 -0.0002545128467340984 -0.0017417030430862319 0.00092226482262925053 0.00012667949561224158 -0.0015387871492401649 -0.00095719659912332105 -0.0002879148096892505 0.00011993600045480316 0.00087342271002609218 -0.0030642807116096258 -0.0010738110845022737 0.0014613293213326592 -0.00068929392246918893
leaf_weight=72.469927134916361 10.610424388345569 1.6705889474687858 11.210091887041928 2.1350206658244124 4.1608983791666097 2.0217858166433862 2.9585225731134406 4.9350835829973221 1.8139969075855322 1.0780365467071522 1.4116022288799275 1.346521385014056 69.711235253285849 0.8772113000013636 1.7704925918951619 5.470813235267995 1.6983898649923492 4.1171373818069696 2.6976037174463263 5.8376517035067073 5.3008164614438993 3.3829311300069094 1.331458052268317 0.95847889884316773 126.64994121559721 13.121474603773093 1.4023080109618602 2.4309301781322565 3.191965512931346 6.3469120413064948
leaf_count=624 215 180 54 15 101 59 11 61 50 2 15 3 1250 15 17 29 39 35 28 30 39 35 413 46 1037 120 16 34 20 40
internal_value=0.000120521 0.000181893 1.53083e-05 0.000125793 -0.000243543 -0.000374799 0.00070407 0.00134804 -1.67592e-05 2.1609e-05 7.00249e-05 3.2594e-05 9.20679e-05 -0.000895473 2.28442e-07 0.0001162 -0.0003202 0.000676443 -0.00103702 0.000199876 -0.000811198 -0.000522137 -1.90199e-05 0.000181263 8.22944e-05 0.000312135 -0.00193708 0.000224914 0.000263411 0.000214897
internal_weight=374.12 236.289 137.831 96.6001 41.2313 37.0704 19.1037 7.89361 77.4964 75.3614 73.5474 72.4694 71.0578 3.87926 23.6673 21.8968 12.3088 9.58795 13.4031 232.41 11.3814 8.68375 2.20867 226.572 129.011 97.5612 2.36079 84.4397 82.0088 78.8168
internal_count=4633 2575 2058 1461 597 496 126 72 1335 1320 1270 1268 1253 608 335 318 254 64 161 1967 102 74 428 1937 1099 838 62 718 684 664
is_linear=0
shrinkage=0.00196078


Tree=772
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 2 2 0 0 2 1 2 2 0 1 1 0 0 0 2 2 2 1 2 2 0 1 1 2
split_gain=0.103714 0.720532 1.53683 0.567384 1.50795 0.762665 0.651626 1.15343 0.484385 1.12896 1.39093 0.387831 1.92092 4.23869 1.89283 0.558039 0.82 1.78844 0.36576 0.688708 0.31452 1.44028 1.33875 1.01986 1.29505 0.540497 0.523321 0.847751 0.590565 0.452708
threshold=0.54504356155000011 0.54353163080000011 0.41917906650000009 0.42802610700000004 0.55788748840000013 41.404176814550006 40.858951393400005 38.474425342400004 0.55484865720000009 0.5485614203000001 41.685324604100011 0.41861022125000008 38.396531328800009 39.955516828000007 0.54088200950000009 0.41625999220000004 0.40896979130000005 0.5276039639500002 0.52949013500000019 0.52889135055000014 42.546237522150008 42.477827694800006 42.455548714850003 0.44844465735000011 43.521589032450009 42.388109226950007 0.57927906350000014 0.47447681205000009 0.47941678395000004 38.396531328800009
decision_type=2 2 2 2 2 2 2 2 2 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 6 7 -2 9 -5 -11 15 -13 -14 18 16 -1 -18 19 -15 21 22 25 24 -22 26 29 -28 -29 -10
right_child=3 2 -4 8 -6 -7 -8 -9 20 10 -12 12 13 14 -16 -17 17 -19 -20 -21 23 -23 -24 -25 -26 -27 27 28 -30 -31
leaf_value=0.0012256254602488589 0.032503523826110721 -0.027517095527044292 0.061380931154091066 0.026089778194155127 -0.12129412047669486 -0.059486609124088603 0.040992684933647945 -0.059805952111395819 -0.02290326424042843 -0.14372154134300424 0.001177713572533254 0.063057655670385473 -0.23059671512870908 -0.10123864431389931 0.02821656763498968 0.030179976588741411 0.048464511245454735 -0.12490453354692542 -0.10836103916881763 0.10796140621330624 -0.13307860298778521 0.1105458380487519 -0.14303078058204355 0.0049045134743712984 0.012935348896223612 0.073504664721968968 -0.10165334035607738 0.07260997475196232 -0.043201980131589372 0.017607514341766935
leaf_weight=235.86288068940848 2.4473210422438552 2.8800346007337776 5.3251456804573536 2.0338896224275222 1.3114707555505436 2.3144601898384272 2.9614905416965485 2.7778450902551413 3.1062505379523087 1.2840305190766232 1.2631633891724048 2.1224592109210771 0.99805271625518788 0.3944103382455072 3.9397334195673466 6.3122408133931449 0.94508512667380218 1.4484091498889027 1.6467360065144019 0.2453446090221405 1.2625740561634295 1.3405405511293782 0.56428026780486007 12.388420406525254 1.0860693077556787 1.2131282175541844 1.0767992467826837 0.77583666502323445 0.93115221384152846 18.107351304846816
leaf_count=2603 31 23 33 12 72 58 11 28 102 33 10 16 7 88 18 30 17 38 29 1 24 9 6 490 39 9 178 15 443 160
internal_value=0.000751929 0.00158346 0.0301775 -0.00299014 -0.0221745 -0.00979563 0.00425257 -0.0165708 0.00189034 -0.0283757 -0.0718654 0.00065945 -0.0189401 -0.0430307 -0.0129642 0.00140849 0.000646236 -0.0564488 -0.0839207 -0.0210109 0.0052032 0.0114688 0.00631582 -0.00632512 -0.0655582 0.0096586 0.00643102 -0.033535 0.00943525 0.0116756
internal_weight=320.367 262.121 8.20518 58.2461 11.8126 10.5011 8.18666 5.22517 46.4335 4.58108 2.54719 253.915 9.34674 7.22428 6.22622 244.569 238.256 2.39349 2.28649 0.639755 41.8524 27.1153 25.7748 14.7371 2.34864 25.2105 23.9974 2.78379 1.70699 21.2136
internal_count=4633 2903 56 1730 200 128 70 59 1530 55 43 2847 159 143 136 2688 2658 55 118 89 1475 922 913 553 63 907 898 636 458 262
is_linear=0
shrinkage=0.0980392


Tree=773
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 0 0 1 1 2 1 0 0 2 1 2 2 0 2 1 1 0 2 2 2 1 1 0 1 1
split_gain=0.532338 1.08249 0.797188 0.710249 0.885915 0.621838 2.80776 0.836436 0.866579 0.806434 2.37509 1.18643 0.912379 1.35764 0.969296 0.868575 2.32404 1.292 1.0248 1.02321 1.19735 1.02749 0.756895 1.24305 0.681108 1.01727 0.661934 1.19851 0.573208 0.536055
threshold=41.319407281650008 41.32819714970001 41.11191809080001 0.34515433670000012 0.34554354660000003 0.50913146310000013 0.5116313883000001 0.36994401365000007 0.36618664115000005 38.621016321050007 0.35585760905000008 0.48458129995000004 0.47604862130000009 37.041406607950009 0.34422622080000004 40.574766824850009 40.722669576350008 0.47961138885000004 40.330620469300008 0.34524415440000006 0.34479506600000004 0.47787491390000009 40.94178426300001 40.806664626150003 37.995872310650007 0.3298553935500001 0.32012514595000008 0.41973294215000007 0.3453339720000001 0.38906020780000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 12 11 15 14 -14 24 18 28 -18 19 20 21 -11 23 29 25 26 27 -1 -17 -8
right_child=1 -3 3 4 -6 6 22 -9 -10 10 -12 -13 13 -15 -16 16 17 -19 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0021010217178383181 -0.0014304063978586017 4.2675476834754733e-05 -0.00018724437890404457 0.0015415665932278352 0.00044475601317198394 -0.0023439065476842679 0.00039897312882780747 0.00097738461733776422 -0.0010545677998835563 0.00038274805689495422 -0.0015813730772110432 0.0010476376258836467 0.00039022061744573759 0.0015611518712063341 -0.0019466083422138398 -0.0017340432696020746 -0.0011576034591734244 0.00053583475319979074 0.00089490259083821607 -0.00061292268880569717 0.001023419461812939 -0.0011381206225896329 -0.00091362727692122659 0.0010770288792978562 -0.00095967032745663877 0.0012965457032237833 -0.0022767969192284167 0.0021846153762141518 -0.0043095756561961256 -2.0775139840461185e-05
leaf_weight=0.44497047795448696 1.9378335997462262 186.64205264300836 3.5649346556747359 4.1962382160127154 8.7044535163440724 1.8822238156571973 14.144499275833367 5.8639019513502708 2.0340494140982619 4.621106889098888 3.0542894296813747 5.6227652207016936 11.692949902266266 5.6448197513818732 0.9200727044881204 0.80596415372565189 2.5960777379514184 5.2049340307712555 7.1171292043291023 6.451807301666121 5.6235193132888526 2.7090805396437645 2.8758789936837266 4.8149901257420415 1.4335748150479046 2.8601401820633328 0.60244850712479081 0.57517793029546738 0.56522051990032196 67.61373870125044
leaf_count=54 17 2500 21 24 77 30 71 41 11 34 34 43 59 28 79 64 44 19 51 36 26 17 33 40 17 40 40 3 5 1075
internal_value=0.000100773 2.75382e-05 0.000175733 0.000587443 0.000801518 0.000135327 2.61163e-05 0.000265807 0.000206688 0.000244115 8.71345e-05 0.000210474 0.000532253 0.000771452 -7.43786e-05 7.86017e-05 -0.000441517 -2.772e-05 0.000258472 2.50557e-05 0.000342811 -0.000179332 7.59873e-05 0.000108861 0.00021678 0.000593008 -0.000647113 0.000315297 -0.00279571 5.1843e-05
internal_weight=372.821 188.58 184.241 16.4656 12.9007 167.775 91.3313 76.444 70.5801 68.546 44.3719 41.3176 24.1742 17.3378 6.83638 35.6948 9.1722 7.80101 26.5226 19.4055 12.9537 7.33019 89.4491 86.5732 5.91631 4.48274 1.6226 1.02015 1.37118 81.7582
internal_count=4633 2517 2116 122 101 1994 1249 745 704 693 373 339 320 87 233 296 132 63 164 113 77 51 1219 1186 154 137 97 57 69 1146
is_linear=0
shrinkage=0.00196078


Tree=774
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 1 0 1 1 0 2 2 0 2 0 2 1 1 1 1 0 2 2 2 0 1 1 0 1 1
split_gain=0.107099 0.372388 0.271963 0.26703 0.354887 0.237657 0.200024 0.288519 0.53131 0.439629 0.183699 0.548838 0.226006 0.756889 0.181553 0.804219 0.67649 0.758951 0.755916 0.977923 0.229844 1.37749 0.647671 0.494439 0.221111 0.275308 1.00141 0.876417 0.587295 0.979343
threshold=0.62376874945000005 0.47634801355000006 0.58454836680000011 40.722669576350008 40.767054867700004 0.49585341755000006 0.61400856260000014 0.47634801355000006 0.48616807880000007 0.58249753000000004 37.500638522700008 43.477771593600004 0.61797550970000004 43.930205408700004 0.58249753000000004 47.309807198350008 0.45824975300000009 0.44844465735000011 0.46112391845000006 0.47289003325000006 0.57212358910000016 40.94178426300001 40.806664626150003 40.00488309970001 0.56974342085000018 0.45107930900000009 0.44618424600000006 0.5619592227500001 0.46280051495000007 0.45420795785000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 3 -3 -5 -6 7 14 9 -9 -8 -12 -13 -14 20 16 17 -16 -18 -20 24 22 23 -22 25 26 -1 -27 29 -29
right_child=1 2 -4 4 5 -7 10 8 -10 -11 11 12 13 -15 15 -17 18 -19 19 -21 21 -23 -24 -25 -26 27 -28 28 -30 -31
leaf_value=0.00044710814966147445 -0.10507372427812252 -0.10008308502001627 -0.10347141110098937 0.10868208163622957 -0.061261936742155534 0.012146927503022022 0.10426233087138329 0.051660059872274074 -0.099840871609656975 -0.043822453437750507 -0.10081791584447028 0.076404788562911718 0.10760890791684807 -0.11787918541523017 0.031414048991908208 0.08030070206699777 0.070349764379132929 -0.11604706072024808 -0.11193808997757554 0.052518238581905186 -0.098364855755925268 -0.10675196790125242 0.10795535832112588 0.018940975619628299 0.025329308545575729 -0.073140080065312751 0.044294722849026635 0.0077265118240257636 0.049706350281547837 -0.10211900554823616
leaf_weight=285.97317205867876 0.38341115963612482 0.22006922627474601 0.24226093448146446 0.30057951807975802 0.49966235039755735 2.2072329764087044 0.27616873609440418 0.77198471025621929 0.74325864230740979 1.0533458078280089 0.28901490254793305 0.83271467010490574 0.2804182767868042 0.26988675224129111 0.52653482351160963 1.4324366426153572 1.5028673030319626 0.83189416532695759 0.66246916379532172 0.67380045143909228 0.43653557245124819 1.2154470810783093 0.57352066040039051 1.3855430558323858 3.4077107426710418 1.9384286814020004 4.8942737278703126 3.2377313245087862 1.6654903085145631 0.9758410402573644
leaf_count=3211 38 169 115 1 14 157 16 16 197 41 43 17 1 62 31 30 11 27 44 17 84 63 2 7 32 25 31 24 18 89
internal_value=0.000742673 -0.0151848 -0.00525213 0.00212025 0.00959889 -0.00140352 0.00093698 0.000746425 -0.0313351 -0.00344016 0.0316399 0.0196449 0.0448185 -0.00297749 0.00101111 0.0181146 -0.00310672 -0.0588903 0.0235838 -0.0290126 0.00069612 -0.0234095 0.0188756 -0.00916328 0.000984266 0.000706512 0.00118491 -0.0170933 0.00138626 -0.0177131
internal_weight=319.704 3.85322 3.46981 3.22754 3.00747 2.7069 315.85 313.902 2.56859 1.82533 1.9482 1.67203 1.38302 0.550305 311.334 5.63 4.19757 1.35843 2.83914 1.33627 305.704 3.61105 2.3956 1.82208 302.093 298.685 290.867 7.81749 5.87906 4.21357
internal_count=4633 494 456 341 172 171 4139 4000 254 57 139 123 80 63 3746 160 130 58 72 61 3586 156 93 91 3430 3398 3242 156 131 113
is_linear=0
shrinkage=0.0961169


Tree=775
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 2 1 0 2 2 0 2 1 2 2 2 0 2 0 0 1 1 1 0 1 1 2 2 2 0
split_gain=0.475186 0.972124 0.973732 0.845699 0.681005 0.632818 1.11733 0.596469 1.70327 2.02396 2.23861 1.04641 1.52425 0.978585 2.09949 1.28164 1.0774 2.00584 0.956353 1.46878 1.32082 1.13146 1.64161 2.10759 0.78335 0.582713 0.576309 0.67949 1.59604 2.09137
threshold=42.154118731400011 0.57927906350000014 0.47447681205000009 0.47941678395000004 37.345948426100009 42.027798546600003 0.35027394390000005 0.48001556840000009 43.477771593600004 42.783136484500005 0.47757552170000012 42.686561923500008 0.34479506600000004 43.61821939175001 43.968221017800005 44.131787411600008 0.47774018740000007 44.749265482150008 0.48389269780000005 0.48265022005000008 0.34584293880000011 0.34524415440000006 0.34566330350000002 0.48911709230000006 0.34515433670000012 0.34536391125000004 42.283941020600004 42.580420142950011 43.118479346150004 0.49588335680000006
decision_type=2 2 2 2 2 2 2 2 2 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 9 10 11 12 -2 -10 24 -16 17 -17 19 -9 -21 -20 -23 -24 -15 -12 -25 -28 29 -29
right_child=7 2 3 4 -6 6 -8 18 13 -11 25 -13 -14 14 15 16 -18 -19 21 20 -22 22 23 26 -26 -27 27 28 -30 -31
leaf_value=0.00015133769017019633 0.0011440258650841793 -0.0020469667862398045 0.0014116366919522325 0.00068412595831221089 -0.0020898915101702055 -7.8842001216712537e-05 0.001323621200493092 6.0288039844680428e-05 0.0014184953411648677 -0.0018034297814575205 -0.00072762291470411164 0.0014778488815342542 -0.0010720068916721518 -0.00046006643922530475 0.0014608263451337264 -0.0023986659169612738 0.001323363508501485 4.094209815883672e-05 -0.0013898149981749314 1.5617668066157787e-05 0.0019302931263537704 0.0015535786219168049 -0.0016263452682285157 -0.0013380767453765642 -0.0031714695923232656 -0.0023862621548362034 0.00048682502378375754 -0.0027748726539205252 0.00015682922767897486 -0.0003326880593650504
leaf_weight=218.65661650939001 2.0689847942267061 1.5122985179768869 0.93955594957515165 0.56504441029301211 0.85522011220018612 3.9980639269633667 4.8135179122909904 9.9152264920994657 2.069545655554978 4.562194491038098 1.5775926103815439 2.2658917622175068 2.8196202572435141 0.68497595278313639 2.6308623887598541 1.4300045829731995 2.0581423398107281 13.799486866279038 2.184394307434558 2.0996764898300162 4.0707709789276123 2.662445440888404 2.9878294409136279 1.1194724097731512 1.0192399360239504 1.6832274869084356 12.760705531778511 1.5746530480682839 41.908937419182621 9.3717742569569946
leaf_count=1937 29 180 15 186 233 26 32 52 23 134 16 15 39 32 14 33 8 195 15 9 61 7 37 34 15 30 102 14 987 123
internal_value=0.000102301 0.000155515 -0.000818691 -3.15465e-05 -0.000986264 0.000172099 0.000687284 7.11123e-06 -0.000196778 -0.000714347 -0.000237299 0.000376402 -0.000134124 0.000130414 7.12942e-06 0.000185846 -8.18231e-06 -0.00018813 9.40812e-05 0.000527696 0.00127877 5.45393e-07 4.25024e-05 -1.51993e-05 -0.00208167 -0.00158381 5.69336e-05 8.07339e-05 -1.73075e-05 -0.000683998
internal_weight=360.666 231.34 3.87212 2.35982 1.42026 227.468 8.81158 129.326 38.6698 14.9775 10.4153 7.1545 4.88861 23.6923 21.6227 19.9185 17.2876 15.2295 90.6559 16.0857 6.17045 74.5702 72.3858 69.7234 1.70422 3.26082 66.7355 65.6161 52.8554 10.9464
internal_count=4633 2609 614 434 419 1995 58 2024 583 263 129 83 68 320 297 250 236 228 1441 122 70 1319 1304 1297 47 46 1260 1226 1124 137
is_linear=0
shrinkage=0.00196078


Tree=776
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 2 0 2 2 0 2 2 0 2 2 1 0 0 0 1 1 0 1 2 1 2 2 0 2 1
split_gain=1.0681 1.43579 1.0269 2.17223 1.23789 1.03326 0.953072 0.808108 1.75703 1.57998 1.90242 1.19814 0.748894 0.71081 1.90771 1.64689 2.73836 3.07141 1.24684 1.21549 0.732704 3.30665 2.71054 5.74357 1.5746 2.8857 1.48738 2.49968 2.57736 1.87019
threshold=0.39078171310000004 0.53146612375000013 44.202975721700007 43.968221017800005 42.654057868200006 36.377496227400009 0.47721625100000004 38.324118171300007 39.262923716450011 0.52432561900000019 41.404176814550006 41.11191809080001 0.47709649410000005 39.427119987250002 39.788107623550012 0.38723391515000005 0.51657136015000005 0.52468488970000016 0.51809826055000008 0.3459626957000001 0.37227927305000003 0.50291907430000016 0.37977904855000005 47.079243513300007 0.35585760905000008 42.876019054300009 41.976795488650005 0.48001556840000009 44.026978245600006 0.34608245260000009
decision_type=2 2 2 2 2 2 2 2 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 12 -7 -9 -10 11 -11 -1 19 18 16 20 -18 -15 -8 21 24 23 -22 26 -26 29 28 -28 -16
right_child=1 -3 -4 -5 -6 7 13 8 9 10 -12 -13 -14 14 15 -17 17 -19 -20 -21 22 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=3.0563641542059114e-06 -0.0022110738635289658 5.267152182770832e-05 -0.0020446557348360208 0.0016381265847260442 -0.0021989005328049522 0.00067729454893082533 0.0013850420125848292 -0.0027349366295135636 0.0011462899386531736 -0.00099870064933842086 -0.002489002986614476 0.0014201229604880905 -0.0010808922202053867 -0.00016687971934060063 0.00030743747339747533 0.0014334581075446946 -0.0031421291417512757 9.9231729769141505e-05 -0.0017533137004919852 0.00035500006714681736 -0.00255083659247206 0.0014650718271454525 0.0010524104005581532 0.0018433460645875613 -0.0022336272585396508 0.00075305583239854081 -0.0013756004789737294 0.00024902765179393222 0.00065161614175950988 0.0012368535077864687
leaf_weight=45.880115752144775 1.1474299090914453 110.99773982045917 1.6098807070229657 1.7823983002454031 1.757594991242512 2.6975195687264195 4.9342765137553206 1.2170862967614064 2.3163280545268208 1.7733226101845505 1.7081278245896099 1.4160390589386223 2.5888191051781169 5.4344276785850507 51.908500142395496 4.3144314303062847 1.9619809859432269 2.6313066412694752 2.9325188770890236 41.026783431880176 3.6481212954968196 8.6172372847795469 3.4820475839078426 1.6658486332744358 2.7220282778143874 2.2901802379637957 8.3471364267170411 36.845636036247015 3.3906452008523038 9.9135904703289253
leaf_count=956 26 1984 185 11 68 40 22 20 20 37 52 20 17 32 245 25 35 24 24 216 54 52 15 10 24 17 91 217 16 78
internal_value=0.00011532 -2.94753e-05 -0.000552731 -0.00040087 -0.000659844 -0.00043949 0.000191363 -0.000256825 -0.000555703 -0.000188031 -0.000819114 7.52286e-05 -5.48394e-05 0.000252225 0.000186897 0.000240604 0.000203154 -0.00128529 -0.000722907 0.000465583 0.000254624 0.000293405 -0.000292233 -0.00117333 0.000205927 -0.000868951 0.000254724 -2.00364e-06 -0.000790007 0.000456476
internal_weight=372.959 128.423 17.4257 15.8158 14.0334 12.2759 244.536 11.1284 8.4309 7.21382 4.89749 3.18936 48.4689 196.067 150.106 141.739 137.424 4.59329 8.36695 45.9611 132.831 124.035 8.79602 5.31397 115.418 5.01221 110.406 48.5834 11.7378 61.8221
internal_count=4633 2463 479 294 283 215 2170 189 149 129 109 57 973 1197 959 903 878 59 56 238 819 740 79 64 688 41 647 324 107 323
is_linear=0
shrinkage=0.00196078


Tree=777
num_leaves=31
num_cat=0
split_feature=0 0 2 2 2 1 0 1 1 1 0 0 0 0 0 1 1 1 0 2 2 1 0 2 2 2 2 0 1 0
split_gain=0.108354 0.295619 0.116096 0.287815 0.456139 0.382581 0.387677 0.257558 0.912139 0.213047 0.20155 0.345216 0.202622 0.195961 0.138704 0.12455 0.268484 0.233775 1.38656 0.49052 0.493747 0.211204 0.507223 0.571755 0.250894 0.218402 0.94854 2.36485 1.05686 3.02695
threshold=0.39587138110000003 0.3733870243500001 34.823977857500005 33.96174662340001 33.361153777850006 0.38045268105000002 0.50035927070000008 0.38512319990000005 0.38906020780000011 0.38772791230000009 0.54413041525000005 0.56748300950000019 0.56915960600000015 0.46482141255000003 0.54191491270000014 0.31060447290000009 0.31100865245000009 0.34007963835000005 0.45995628875000011 41.909642283050012 39.476991512000005 0.34458549145000011 0.45995628875000011 50.189067467950004 40.408647214050006 43.182896969600009 42.91168285345001 0.48104847160000008 0.34614233110000009 0.50386215985000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -7 -9 -5 -10 -12 -13 -2 -11 -4 -17 18 19 20 -18 24 23 -23 -19 26 -24 -28 -29 -30
right_child=2 -3 15 9 -6 7 -8 8 10 14 11 12 -14 -15 -16 16 17 21 -20 -21 -22 22 25 -25 -26 -27 27 28 29 -31
leaf_value=0.0093345861301303203 -0.043663037910055137 -0.10411065906050918 -0.027153901242266958 0.06729118462542745 -0.06956649761648015 0.097969010705032458 -0.12340572421576461 -0.15078194681070717 0.090598026426138206 -0.033223758582755537 -0.10990525157028783 0.096897752049987698 -0.098380652760711881 0.072634704563526012 0.043022279126664259 0.029590460083641593 -0.021564612975131004 -0.00064503961322042802 -0.10320444663108234 -0.01913512789579495 0.046227234449387054 -0.10185843923032141 0.00076753673360155893 0.099575323548315539 0.0246152424872545 0.0062855484919202712 -0.12636052700990927 0.031358382153886442 -0.1552721005147952 0.011663968868800723
leaf_weight=0.55687685776501794 0.27145044686767494 0.3218491055922641 1.4208159532281559 1.2258719024248423 0.7096300231880831 0.49146022647619236 0.2989108394831419 0.23375680670142163 0.60503750923089661 0.41334073804318894 0.1496126276178984 0.27057270426303148 0.057147320633021081 0.24456887936685234 0.43464389829023276 2.8518221811391404 1.4390487379860113 6.7852840875275415 1.3285411237739015 5.5338974804617465 2.8303476311266422 0.77334813526249391 222.30297405127749 0.14927756786346436 7.1925820233300328 51.220933685370255 1.810065196128561 3.5521060451865178 1.3591712415218351 3.3215848965483019
leaf_count=18 42 170 50 26 37 6 6 3 6 6 18 2 147 11 39 16 51 45 44 80 24 204 2306 1 36 1090 51 28 11 59
internal_value=0.000827699 -0.0322168 0.000918645 0.0146105 -0.00254271 0.0155933 -0.03801 0.0397598 0.0180236 0.0421712 0.0544801 0.00869935 0.0628454 0.0114566 0.00585699 0.000682822 0.000809404 0.000544292 -0.0128637 -0.000620732 0.0233772 0.00104437 0.000488731 -0.0692672 0.0123531 0.000715691 -0.00051219 -0.0288393 -0.00739842 -0.03681
internal_weight=320.157 0.878726 319.278 5.406 3.33215 2.62252 0.81493 1.80759 1.31613 2.07386 1.08237 0.477333 0.32772 0.516019 0.847985 313.872 312.451 309.599 11.1318 9.80329 4.2694 298.467 284.489 0.922626 13.9779 283.567 232.346 10.0429 8.23286 4.68076
internal_count=4633 188 4445 349 278 241 59 182 176 71 173 167 149 53 45 4096 4046 4030 199 155 75 3831 3750 205 81 3545 2455 149 98 70
is_linear=0
shrinkage=0.0942322


Tree=778
num_leaves=31
num_cat=0
split_feature=1 1 0 1 2 2 2 2 1 2 0 2 2 2 2 1 0 1 2 2 0 0 2 0 0 0 0 1 0 1
split_gain=0.114595 1.09645 0.440861 0.569567 0.636638 1.21257 1.03032 0.652762 0.410532 0.483519 1.99889 1.26378 1.10438 0.56718 2.67073 0.448412 2.31665 1.14362 0.807338 1.10578 0.47274 2.68302 1.02076 1.23023 0.973198 0.407678 0.775632 0.345143 0.528299 0.337156
threshold=0.39563186730000005 0.39995808510000008 0.5218855723000001 0.39900002995000006 43.61821939175001 43.663128814500006 36.558960102350007 49.960114208400007 0.40115565405000009 41.835830569250014 0.53634621715000008 42.081757894750005 41.600558339100012 41.542492784600007 41.319407281650008 0.42111014640000005 0.54284302865000023 0.4172030777500001 44.202975721700007 48.823707093150006 0.55688452445000014 0.56579144335000009 42.546237522150008 0.57299182660000014 0.56748300950000019 0.56685428580000019 0.58388970390000006 0.42039160505000012 0.55980359870000018 0.41625999220000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 -2 4 6 -6 -4 -7 -3 10 -10 27 13 14 29 17 -17 18 -13 -20 -18 -22 23 -23 -24 -14 -27 -11 -29 -12
right_child=1 8 3 -5 5 7 -8 -9 9 11 12 15 25 -15 -16 16 20 -19 19 -21 21 22 24 -25 -26 26 -28 28 -30 -31
leaf_value=0.0019656948103359993 0.037054817634918864 0.037874223426417143 0.013944416997966714 -0.1222905134131034 0.1219397617512982 -0.10225966111876671 -0.10440830535792826 0.057463211943991233 -0.11645740910127521 0.020105811371335908 -0.027759009607682569 0.0181041084238685 -0.12005854160402726 0.050225370615487909 -0.15528270260883914 -0.12460491528937739 0.032946605209009203 0.071853870869625275 -0.11372522403447768 0.045870662724351613 -0.13363092344342556 0.11536449089172435 -0.13920252638558431 -0.0054635393191591955 -0.00047388875718670553 -0.12842496016121446 0.079045484842192718 0.10746782731283447 0.026259739635032496 0.0031024370491984925
leaf_weight=221.67058736013132 0.5963908564299335 2.6568218304309985 1.0425201915204527 0.85010991804301728 0.58793905749917019 0.720076748577412 1.9516877315472809 0.35190857667475939 1.481273553916252 1.7625667229294766 3.5421402055653735 4.6422001328319329 0.9800936672836531 1.9485465222242044 1.0363931615174795 1.4298875592794527 3.7129324552370262 2.6767528668278828 1.1531705225934272 0.61495410345378321 1.376151777338239 1.5742695033550291 0.48533202800899644 1.5400445131381273 12.47888890388276 0.32639539270167006 0.33976329676079331 1.7722583040595057 1.270732556506118 42.625664020513113
leaf_count=2345 5 16 13 16 2 99 98 6 42 12 41 30 16 21 28 108 31 21 47 15 27 5 6 52 534 7 33 8 41 908
internal_value=0.000757707 -0.00198792 -0.041441 -0.0499461 -0.0367319 0.0110126 -0.0632004 -0.0498262 0.000644648 -0.000469601 -0.006396 0.00802129 -0.00318667 -0.000593056 -0.00269079 0.0010551 -0.00619587 0.0190866 -0.00294733 -0.0582177 0.00180274 -0.00482213 0.00620253 0.0556144 -0.00566737 -0.080625 -0.0226081 0.0539516 0.0735559 0.000734649
internal_weight=319.198 97.5279 6.10063 5.50424 4.65413 1.65992 2.99421 1.07199 91.4272 88.7704 52.2803 36.4901 50.799 49.1527 47.2042 31.6846 22.5975 9.08708 6.41032 1.76812 21.1676 17.4547 16.0785 3.11431 12.9642 1.64625 0.666159 4.80556 3.04299 46.1678
internal_count=4633 2288 239 234 218 107 111 105 2049 2033 1096 937 1054 998 977 876 763 113 92 62 655 624 597 57 540 56 40 61 49 949
is_linear=0
shrinkage=0.0961169


Tree=779
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 0 1 1 0 0 1 0 1 2 1 0 1 1 0 2 0 2 2 1 2 2 0 0 2 1
split_gain=0.492599 0.838225 0.668769 0.550388 0.678357 0.514457 1.70271 1.9249 1.62673 1.10556 1.08858 0.908736 0.904366 1.8484 1.71204 2.62957 1.08732 0.867482 1.76939 0.795052 0.716272 0.705757 2.3032 1.351 0.590874 0.690271 0.596815 0.585417 0.632037 0.726156
threshold=42.081757894750005 42.027798546600003 0.57670429030000014 0.47447681205000009 0.47941678395000004 0.48001556840000009 0.35799826355000003 0.34518427590000006 0.48389269780000005 0.48185683060000012 0.34584293880000011 0.47697673720000006 0.34524415440000006 42.283941020600004 0.3453339720000001 0.48634771415000005 0.34566330350000002 0.34587287805000005 0.47787491390000009 42.498713093000006 0.47500074850000013 42.759119507950011 43.564719632750005 0.34007963835000005 48.393869453650005 48.96897326980001 0.3733870243500001 0.47774018740000007 42.283941020600004 0.3584174126500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 9 -7 -11 -9 -10 -14 -15 -16 -17 18 -13 20 -2 -21 -23 24 26 -26 -24 28 -8 -30
right_child=5 -3 3 4 -6 8 27 11 12 10 -12 17 13 14 15 16 -18 -19 -20 21 -22 22 23 -25 25 -27 -28 -29 29 -31
leaf_value=0.00017195569146747014 8.3931811199881065e-05 0.00090892223218989843 -0.00138958613170788 0.0014837495600305583 -0.00087700819493533131 0.00025074501012697855 0.0021403657071681292 -0.0022558507436009219 -0.0012928441717481812 0.00033872088357222806 0.0019306874219432331 0.00067894680171535127 -0.0019819220204426143 0.0025530963030863879 -0.0028328776334284357 0.0018422668145869486 4.3741231576297872e-05 -0.0015530939683481057 -0.0012292722300054934 0.0010491374195534639 -0.0024375988090964348 -0.001781558434667234 0.0003687971940848127 0.0012375140121717607 0.00059927620053857494 -0.00044715407933243912 -0.0021031463207988477 0.0021169493468525804 0.0022769744552335863 -0.00069904712380785563
leaf_weight=214.52634282321378 0.82925430967589153 5.8588150821451555 1.9358300856019917 0.79209461881691812 1.1436042718999031 10.664586777798833 0.6778636872768401 1.6893581302138034 2.0892652794718733 2.8434556499123564 3.9391435086727142 3.4907093383371812 1.7377316094498372 1.0475677251815785 1.2139553278684605 1.3179010525345791 66.688873501130729 3.2638058271259069 4.0193434078246355 2.879730112967084 0.90668339561671019 2.4060319365089553 0.6016892585903395 4.1512761041522017 5.200130842626093 4.5390862382482737 0.99894790642429143 1.337351109832525 0.40017054928466667 1.4849464003345927
leaf_count=1911 24 36 203 16 409 54 3 59 15 11 61 24 50 2 15 3 1250 35 43 21 21 81 9 16 30 43 90 5 2 91
internal_value=0.000121288 0.000177014 0.000157379 -0.000650307 8.9022e-05 2.54662e-05 -0.000163508 -0.00030054 0.00010572 0.000644372 0.00126329 -0.000918767 -2.11162e-05 1.57832e-05 6.51863e-05 2.7535e-05 7.85948e-05 -0.000709111 -0.000342323 4.17136e-05 -0.00123307 0.000148223 3.26238e-06 0.000280475 -6.98764e-05 0.000111574 -0.00117393 0.00106532 0.000516589 -6.73005e-05
internal_weight=354.676 224.257 218.398 3.87153 1.9357 130.419 38.8764 34.976 91.5425 17.4472 6.7826 12.4632 74.0953 72.006 70.2683 69.2207 68.0068 10.7739 7.51005 22.5128 1.73594 20.7769 17.8972 15.4911 11.3399 9.73922 1.60064 3.90033 2.56298 1.88512
internal_count=4633 2575 2539 628 425 2058 597 496 1461 126 72 161 1335 1320 1270 1268 1253 102 67 335 45 290 269 188 172 73 99 101 96 93
is_linear=0
shrinkage=0.00196078


Tree=780
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 2 0 0 0 0 1 0 0 0 1 1 1 1 0 2 1 1 0 1 1 0 1 0 2 2
split_gain=0.798866 1.07159 1.06158 2.67855 1.51342 1.24715 1.19994 1.1936 1.17334 1.00888 0.814673 0.733357 2.12574 1.72233 1.59569 2.33181 1.35982 1.8236 2.98316 1.84002 1.07471 1.01129 0.924693 1.45587 1.93043 0.821809 0.772144 1.74622 0.70114 1.87542
threshold=42.081757894750005 42.027798546600003 0.35585760905000008 0.48588365620000007 0.34608245260000009 41.909642283050012 0.48654231910000006 0.47976108500000009 0.49820364660000011 0.48368312325000012 0.35799826355000003 0.48001556840000009 0.48389269780000005 0.48185683060000012 0.35799826355000003 0.34518427590000006 0.34524415440000006 0.3453339720000001 0.48634771415000005 42.283941020600004 0.34566330350000002 0.34584293880000011 0.47697673720000006 0.34007963835000005 0.32012514595000008 0.47697673720000006 0.34587287805000005 0.47787491390000009 41.741384785950011 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 2 4 7 5 6 9 10 -5 28 -4 14 13 -13 15 22 -14 -18 -19 -20 -21 -15 23 24 -2 -17 27 -27 29 -1
right_child=11 -3 3 8 -6 -7 -8 -9 -10 -11 -12 12 16 21 -16 25 17 18 19 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00028903811015367018 4.3361657786578279e-05 0.001007883817761374 0.0017277592862602299 0.0009448932968568859 0.00094198815590921235 -0.0011829827858754309 0.0014513258722626903 -0.0032025997155844597 5.0483558706986252e-05 -0.00052897254410864589 -0.0021384511534436085 0.00018259965601944106 -0.0015925633508115261 0.00050332828991558334 0.00097845104695738674 -0.0022697541963415291 0.002557498490739731 -0.0028836101059907466 -0.002023656338202267 0.0018221629682479311 2.7853118321925448e-05 0.0019515628463967929 -0.00098605207997529143 0.00084785251018540603 -0.0023854815093782614 0.00055195598502449711 -0.0016274478085003118 -0.0013432985199889412 0.0009051243297051269 -0.001582974319363201
leaf_weight=61.263095618975058 10.348237392347079 6.0448274788795961 0.41252564763999489 5.9168240004219106 13.290535879030356 2.3377848677046122 3.174122914671897 1.379499791190028 120.14767694999864 6.325503133237361 0.42585635278373957 10.8349403180182 2.1370828896760932 3.0263163223862639 3.8215848694089791 1.7718354940880079 1.0517233610153187 1.3941137492656697 1.6657925778708875 1.3081175833940495 67.858892954754992 4.7846465408802032 3.0213316823355845 7.621848512440919 1.4322214724961657 3.4174928180873376 3.2530387733131647 4.1251212414354086 6.4418611939763641 2.1290029444498932
leaf_count=575 215 36 12 45 120 34 20 16 1594 40 34 54 15 11 101 59 2 15 50 3 1250 61 26 55 39 24 35 43 29 20
internal_value=0.000123169 0.000193273 0.000171215 5.48816e-05 0.000328369 0.000228513 0.000270107 -0.00208123 9.24626e-05 0.000220877 -0.000236083 2.19651e-06 9.57689e-05 0.000688582 -0.000224574 -0.000355963 -5.0799e-05 -5.83534e-06 -4.3161e-05 1.2744e-05 6.17879e-05 0.00139045 2.29754e-05 0.000180101 -0.000251927 -0.00103209 -0.000828955 -0.000484575 0.000288798 0.000226167
internal_weight=362.163 229.289 223.244 128.282 94.9619 81.6714 79.3336 2.21788 126.065 76.1595 0.838382 132.874 94.0616 18.6459 38.8127 34.9911 75.4157 73.2786 72.2269 70.8328 69.167 7.81096 22.4236 19.4023 11.7805 12.5675 10.7957 7.54261 69.834 63.3921
internal_count=4633 2575 2539 1701 838 718 684 62 1639 664 46 2058 1461 126 597 496 1335 1320 1318 1303 1253 72 335 309 254 161 102 67 624 595
is_linear=0
shrinkage=0.00196078


Tree=781
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 2 2 2 0 2 2 0 2 0 1 1 2 2 1 1 0 0 2 0 1 1 0 0 2 2
split_gain=0.647485 1.01666 0.910206 2.15032 1.07737 0.901658 1.15529 1.61742 1.43629 2.19229 1.11957 0.784129 0.890822 2.37584 2.02622 0.722805 0.717765 1.29931 2.24875 1.05368 0.881855 0.832554 2.3969 3.79531 1.26384 0.829625 0.903493 0.709854 1.82834 1.09452
threshold=0.39078171310000004 0.53146612375000013 44.202975721700007 43.968221017800005 42.654057868200006 36.377496227400009 38.324118171300007 39.262923716450011 0.52432561900000019 41.404176814550006 41.11191809080001 0.47880302985000006 43.930205408700004 0.51017933595000009 0.35394149875000008 0.38723391515000005 42.684965421050009 41.489621506400006 0.34569324270000007 0.34545372890000009 0.48185683060000012 0.48389269780000005 43.157831852650006 0.50386215985000016 0.34542378970000004 0.34512439750000007 0.48185683060000012 0.47787491390000009 40.518963363600001 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=11 2 3 4 5 -2 -7 -8 -9 10 -10 27 16 14 -14 -15 17 19 20 25 -19 24 23 -23 -18 26 -13 -1 -29 -30
right_child=1 -3 -4 -5 -6 6 7 8 9 -11 -12 12 13 15 -16 -17 21 18 -20 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.00011158822537533522 -0.0021891716024131334 8.6487659063461263e-05 -0.0020353637219574865 0.0017793501469854961 -0.0022054283225030813 0.00092629092888006235 -0.0028418854178584667 0.0011118276535028847 -0.00095741918055409125 -0.0026966603863583412 0.0015979753404528386 2.5207938587797146e-06 -0.00074006562246150447 -0.0027762369853908246 0.0015135240118482722 -0.000634718469079648 0.00024479234022264582 -0.0016349970727588569 0.00024218597605178195 0.00024627695134201257 -0.00042332375526789182 -0.0021194154796753081 0.00085904060225616273 0.0010236306984819042 0.0013688107318628993 0.0012752994964355024 0.0010625782103196684 0.00038755735057945399 -0.0026049420506655532 -0.00068057168214963261
leaf_weight=66.0409271148892 0.96870463923551042 109.50181941327946 1.28115649272513 1.669997272081672 1.4085778419394035 2.5645912725012732 1.0607209503650663 2.0747991958633065 1.4396788440644743 1.5934180384501813 1.2158439140766857 7.3285710327327269 3.2644161439966393 1.542218759423122 2.8935138694941998 0.99811904039233912 6.7089113444089916 3.7221253011375648 22.461010475642979 71.561406351160258 6.0841041505336761 3.326811008155345 9.543334595859049 2.6565940380096436 9.0124744232743961 7.417069859802722 5.34622972458601 5.7186717391014081 1.5072901006788013 4.6172179225832224
leaf_count=1047 26 1984 185 11 68 40 20 20 37 52 20 32 20 51 21 11 26 33 132 429 33 31 43 14 84 43 19 29 24 48
internal_value=0.000135089 2.03784e-05 -0.000453462 -0.000308662 -0.00059155 -0.000383332 -0.000207504 -0.000601266 -0.000225432 -0.000878429 0.000212581 0.000194296 0.000271283 -0.000339328 0.00031886 -0.00193482 0.000305512 0.000238546 -9.98371e-05 0.000357676 -0.000883235 0.000571082 0.000249028 -0.000723923 0.000889149 0.000754447 0.000449653 3.23166e-05 -0.000409724 -0.00115417
internal_weight=366.53 124.779 15.2775 13.9963 12.3263 10.9178 9.94905 7.38446 6.32374 4.24894 2.65552 241.751 163.867 8.69827 6.15793 2.54034 155.169 123.921 32.2672 91.6533 9.80623 31.2481 15.5267 5.98341 15.7214 20.0919 12.6748 77.8841 11.8432 6.12451
internal_count=4633 2463 479 294 283 215 189 149 129 109 57 2170 1022 103 41 62 919 721 198 523 66 198 88 45 110 94 51 1148 101 72
is_linear=0
shrinkage=0.00196078


Tree=782
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 0 0 0 0 2 2 2 2 0 1 1 1 2 0 2 1 0 0 2 1 2 2 1 0 2
split_gain=0.728417 1.04197 0.893365 2.71081 0.926416 1.02597 1.26202 0.853253 2.31509 0.773653 2.90348 1.60575 2.90424 1.1576 1.96807 0.868832 0.73838 1.99985 1.35454 1.28949 1.00368 1.01087 0.998563 1.465 0.914255 0.900892 0.718865 0.757267 1.23205 1.22953
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.48735067810000005 0.48588365620000007 0.48368312325000012 0.47697673720000006 0.47642286160000008 40.94178426300001 40.574766824850009 40.165165956550005 39.571921479100006 0.47976108500000009 0.34560342505000002 0.34569324270000007 0.32467590790000006 41.444941515100005 0.47604862130000009 39.476991512000005 0.3298553935500001 0.47500074850000013 0.47396784530000008 39.065416244600009 0.34269932035000011 35.771221912400001 42.477827694800006 0.3621298763500001 0.52468488970000016 42.243697547450004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 7 8 16 10 11 12 -9 14 -11 -15 19 18 20 25 -18 22 23 24 -22 -1 27 29 -29 -2
right_child=26 -3 -4 -5 -6 -7 -8 9 -10 13 -12 -13 -14 15 -16 -17 17 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00051149470817964235 4.4382050940023619e-05 0.00097617439133364638 4.4704951196613192e-05 0.0017977000791139367 -0.00074106734208089669 0.0010730129976522919 -0.00075088733844213499 0.00074819828804122005 -0.0033482591166663447 0.00055793389796128176 -0.0014041756758116273 0.0010085391567926656 -0.00094411526032486879 -0.00033825891513734131 0.0020738612171749462 0.0006160130334058909 -0.0021810804532843889 -0.0025125158250901797 0.0018886681685397015 0.0013735540601121391 0.00091872620745462967 -0.0017671185871430612 0.0013113024832616773 -0.0024371638625316637 -0.00089954916703334053 -0.0025794652554812238 4.9727335140906617e-05 0.0012226438072327536 -0.00041577215271019216 -0.0013168606079966563
leaf_weight=0.83624924035394232 4.5521768403705227 6.0478353014041195 130.34245601505927 4.3897046688944092 3.6927560716867438 5.6112657412886611 4.9753992781043044 8.8092502728104645 0.81017453223466773 14.655258703976871 4.0297560952603808 9.8291311562061292 6.9943413957953444 6.9537683054804784 4.2467645555734626 7.7635272219777107 0.88986069883685281 1.2974863611161698 1.3658152781426913 3.3257879280718043 2.8838870488252706 1.0905946083366869 2.3700560480356216 0.94200930860824872 1.6840167782938804 0.63997259852476418 117.82473363041936 2.5149312242865545 5.914186518144561 5.8034530287259258
leaf_count=35 33 36 1662 46 31 36 29 41 6 58 23 48 38 31 28 26 48 30 4 55 37 20 16 72 70 49 1846 17 95 67
internal_value=0.000106925 0.000172775 0.000151689 0.000291015 0.000221902 0.000260552 0.000207783 0.000266367 -0.000108588 0.000373825 0.000143015 0.000386251 -7.84535e-07 0.000577469 0.000898521 0.00016513 4.29029e-05 -0.000207748 5.86287e-05 0.000696604 -0.000194859 2.16999e-06 0.000247041 -0.000210745 0.000248395 -0.0008285 -7.066e-06 -0.000363294 7.30695e-05 -0.000718479
internal_weight=373.087 236.477 230.429 100.087 95.6971 92.0044 86.3931 81.4177 18.1359 63.2818 29.6625 25.6327 15.8036 33.6193 18.902 14.7173 17.3257 12.5237 11.2262 4.80201 9.86042 8.97056 7.87997 5.50991 4.5679 1.47622 136.609 18.7847 8.42912 10.3556
internal_count=4633 2575 2539 877 831 800 764 735 442 293 150 127 79 143 86 57 436 297 267 139 263 215 195 179 107 84 2058 212 112 100
is_linear=0
shrinkage=0.00196078


Tree=783
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 2 2 1 2 0 1 2 2 1 0 1 1 1 0 2 0 0 2 0 0 2 2 2 2 1
split_gain=0.125812 0.590785 1.24846 0.459337 0.993571 2.05659 0.68132 0.607215 0.612166 0.421993 0.362501 1.4562 4.84561 1.03846 0.555051 1.48975 0.315722 1.06438 1.08456 1.00652 0.934416 1.0818 0.552882 0.30141 0.590381 0.300871 1.02456 0.674615 0.619365 0.367764
threshold=0.54504356155000011 0.54353163080000011 0.41917906650000009 0.42802610700000004 0.42307116555000007 41.404176814550006 49.960114208400007 0.41997245590000004 38.110427674550003 0.55348642255000013 0.41808628485000005 38.396531328800009 39.788107623550012 0.4172030777500001 0.54088200950000009 0.41861022125000008 0.39563186730000005 0.39814676205000005 0.53938504835000012 36.558960102350007 0.53447501570000011 0.5276039639500002 45.205561619650005 0.52949013500000019 0.52889135055000014 38.396531328800009 37.995872310650007 38.751720283100006 39.065416244600009 0.43837010870000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -3 4 5 7 -7 8 -2 -5 13 -12 -13 16 15 -14 -1 19 20 -18 21 -19 -23 24 -17 26 -11 -27 -29 -30
right_child=3 2 -4 9 -6 6 -8 -9 -10 25 11 12 14 -15 -16 23 17 18 -20 -21 -22 22 -24 -25 -26 27 -28 28 29 -31
leaf_value=0.0024075312492341833 0.035531928229603549 -0.023350724565876359 0.057150501895791461 -0.033090535681756753 -0.069922553987333574 -0.11795296498716751 0.016633040391661857 0.052342688461083357 -0.048156360580226702 0.0024666035145537849 0.057906098617102782 -0.19120042925635233 0.042664796153615722 0.066987223207276667 0.025617158480705265 -0.10077257084925308 0.013789376921731565 0.021902228759762166 -0.052932582354378893 -0.10493101513756982 0.027457269758083873 -0.1117993213552963 -0.013882340498108534 -0.10424951519298392 0.10655440668298241 0.081032586503227672 -0.12676859377963984 -0.069641894875974775 0.02478519555090767 0.0011379983592010297
leaf_weight=221.33403673510838 1.6636259074730317 2.8937251697061566 5.1421079691499472 3.1737579201580948 2.9220577703090376 1.6450000765617008 0.46337580145336676 3.3294085040688515 1.6971721360459922 3.074617135863718 2.0806513712741426 1.5451846159994582 1.6361457835882904 2.3374993666075161 3.819825790822506 0.33914931044273577 1.04897474870086 2.2785393317462903 3.17170880222693 1.9857567629078401 9.8265119642019254 1.4058678392320874 0.91500237770378579 1.5500408136867916 0.21615111827850342 1.1354227847477876 0.72952729562530283 1.0573769410693774 8.1669490342028421 27.972635509049724
leaf_count=2305 26 23 33 30 35 73 27 16 23 386 16 13 7 11 18 88 12 40 23 179 45 39 21 29 1 23 42 37 69 943
internal_value=0.00108398 0.00198753 0.0281618 -0.0030911 -0.0203906 -0.00394074 -0.0883738 0.0226678 -0.00672989 0.00138384 0.00116428 -0.016093 -0.0330003 0.00195453 -0.000671469 -0.0275105 0.00132628 -0.0102728 -0.0010257 -0.0638945 0.0103866 -0.0260843 -0.0731956 -0.0820466 -0.0200704 0.00398048 -0.0223171 0.00659027 0.00431795 0.00648187
internal_weight=320.558 263.527 8.03583 57.0309 11.7206 8.79858 2.10838 6.69021 3.3608 45.3103 255.491 11.1871 9.1065 244.304 7.56131 3.74149 241.966 20.6324 17.5976 3.03473 14.4259 4.59941 2.32087 2.10534 0.5553 42.1365 3.80414 38.3324 37.197 36.1396
internal_count=4633 2903 56 1730 200 165 100 65 49 1530 2847 172 156 2675 143 125 2664 359 168 191 145 100 60 118 89 1500 428 1072 1049 1012
is_linear=0
shrinkage=0.0980392


Tree=784
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 0 2 2 1 1 1 1 1 2 0 0 1 2 0 2 2 0 1 2 2 0 2 0 1 2
split_gain=0.126479 0.188409 0.179073 0.508531 0.407141 0.348464 0.177342 0.352287 0.578556 0.419487 0.680431 0.447507 0.34019 0.285402 0.316298 0.429874 0.305351 0.240607 0.212002 0.502541 0.572004 0.483541 0.76909 0.922796 0.444013 0.43309 1.10249 0.518289 0.304641 0.358084
threshold=49.292797572200008 0.39672464895000009 0.58035687555000015 0.4995808509000001 0.50491003265000012 0.57927906350000014 47.927946529500012 45.700098835450007 0.37447980600000008 0.37820723930000005 0.39150025445000008 0.43967246490000006 0.45218706025000005 48.393869453650005 0.51809826055000008 0.39672464895000009 0.4529056016000001 47.309807198350008 0.43572048740000008 41.559097512700014 44.952171034750002 0.4413939702500001 0.33894194785000004 37.572218886150004 41.529896397300007 0.41160444300000004 39.571921479100006 0.41973294215000007 0.34377713240000007 45.044778924400006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 5 -4 -5 -3 7 18 -9 -10 -11 -12 -13 -8 15 -15 -16 -14 19 24 -21 -20 23 -23 25 -1 27 -27 -24 -30
right_child=1 2 3 4 -6 -7 13 8 9 10 11 12 17 14 16 -17 -18 -19 21 20 -22 22 28 -25 -26 26 -28 -29 29 -31
leaf_value=0.062669938019911831 -0.10872939591044786 -0.015017517945097071 -0.11960873369234265 0.043178792439758092 -0.10179963598082722 0.064047504458695989 0.040156549888194698 -0.10894736311562266 0.064879376930387089 -0.11369789242867917 0.033429563010387062 -0.10999456990390724 -0.049825269688141216 -0.0058215977330315534 -0.042853218639083777 0.039703985566598585 0.017214876844556287 0.03502580461981334 0.063151774569193256 -0.10845705698504743 0.02026036497039882 0.024930751051807799 0.024807916163204925 -0.11688796293805118 0.11443942098066931 -0.10450514551816069 -0.15511675823383686 0.043428249087877124 0.00082935554303864535 0.034647235789247846
leaf_weight=0.62833938909170672 0.20500663761049409 2.5428109571803366 0.51750337248085976 0.70178617164492607 0.26755195696023293 0.71393592655658711 2.8843278838321558 0.70538768393453111 0.61897416552528728 0.69441784056834865 1.6047867661109196 0.49178107082843769 0.76884257700294234 4.3698219018988294 2.2025700921658422 3.9479814041405916 1.3743202947080133 0.59113831835566089 1.2673328784294415 1.0499668941411071 0.51437579584307958 0.75135472230613132 5.58002174203284 1.178421859629452 0.32411903142929066 0.29856678976284445 0.53586177373654198 1.1453782273165414 277.36422339138505 3.1668159729451864
leaf_count=82 6 141 72 8 69 18 36 97 8 23 43 12 36 39 29 20 23 16 22 169 21 9 38 50 1 81 70 23 3329 42
internal_value=0.000992987 -0.0148696 -0.0108132 -0.0395687 0.00316256 0.00231492 0.00124293 0.000714871 -0.0244175 -0.0119171 -0.0233686 -0.00522157 -0.0387177 0.0119363 0.00509326 0.0157868 -0.0197737 -0.0129433 0.00118324 -0.0203634 -0.0661331 0.00151813 0.00124695 -0.0616711 0.00405449 -0.00966324 -0.0326199 0.0128398 0.00167132 0.00121111
internal_weight=319.008 4.9486 4.74359 1.48684 0.969338 3.25675 314.059 299.28 5.47533 4.76994 4.15097 3.45655 1.85176 14.779 11.8947 8.3178 3.57689 1.35998 293.805 4.49661 1.56434 289.308 288.041 1.92978 2.93227 2.60815 1.97981 1.44395 286.111 280.531
internal_count=4633 314 308 149 77 159 4319 4172 235 138 130 107 64 147 111 59 52 52 3937 447 190 3490 3468 59 257 256 174 104 3409 3371
is_linear=0
shrinkage=0.1


Tree=785
num_leaves=31
num_cat=0
split_feature=1 0 0 2 2 2 2 2 0 2 2 0 2 2 0 2 2 0 1 0 0 2 1 0 0 0 0 2 1 1
split_gain=0.783221 1.39773 1.10974 0.992611 1.38113 1.57219 1.13807 2.19422 1.42465 2.88032 1.16259 0.733248 1.46382 1.01586 0.745522 0.924264 0.999092 0.746191 0.616008 0.599122 0.573699 3.03094 1.26899 0.717508 1.39423 1.47633 2.14038 1.15418 0.941505 1.06939
threshold=0.39078171310000004 0.53146612375000013 0.47880302985000006 36.377496227400009 38.324118171300007 39.262923716450011 44.202975721700007 43.968221017800005 0.52432561900000019 41.404176814550006 41.11191809080001 0.47787491390000009 40.518963363600001 41.685324604100011 0.47721625100000004 42.081757894750005 44.202975721700007 0.47709649410000005 0.39170982905000007 0.52507409960000018 0.52252926560000013 39.065416244600009 0.38906020780000011 0.5195503128500002 0.50913146310000013 0.51657136015000005 0.5132031975000001 40.986363433950011 0.36880632320000012 0.35585760905000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 11 -2 -5 -6 7 8 -7 10 -10 14 -13 -14 17 -16 -17 -1 -3 20 22 -22 23 24 28 26 27 -26 29 -4
right_child=1 18 19 4 5 6 -8 -9 9 -11 -12 12 13 -15 15 16 -18 -19 -20 -21 21 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=3.5096109254157957e-05 -0.0022463888166028433 0.0015936879423540133 0.00037751489238818886 0.00090903307090691387 -0.0028980581229219832 0.00063987434599274879 -0.0020491426644440053 0.0018467591300232341 -0.00090467253290909015 -0.0025070153289719456 0.001618576185710034 0.00028528412970794438 -0.00054336844714842963 -0.0022410813667976966 0.00088544697486684775 -0.00081526414515549071 0.00072470847947214917 -0.0010345359754043322 8.4522962198801526e-05 -0.00041465171236231913 -0.0006718601562432753 0.0015973919765359282 -0.00079145048272346934 0.0010677426599630798 -0.0018368458532312399 -0.0017236629999484287 0.00074688847976117135 0.00033864860206669336 0.00084467413491237089 -0.00013636984922366926
leaf_weight=45.741143748156901 1.1847165408544267 1.0503346323966969 99.52160335611552 2.6284795969258985 1.0958274332806457 2.4375770459882897 1.4684702846279822 1.6738863070495416 1.5128450412303212 2.938923979178071 1.309933006763458 5.6499417796730977 4.1628744844347239 2.0090669547207654 8.8355891257524473 3.432911939918994 3.0666000470519066 2.6529321782290927 104.21052087605858 4.4028430581092826 3.5417181905359012 6.2673985488945618 4.0690440516918889 4.7559818197041741 2.719795919954775 2.3748443397926158 5.9625406246632338 1.4308615485206244 13.449919030070303 18.456422883085907
leaf_count=956 26 3 552 40 20 34 185 11 37 106 20 29 33 39 33 25 16 17 1981 45 21 33 30 31 37 23 31 20 79 120
internal_value=0.000145441 1.69525e-05 0.000209822 -0.000518266 -0.000382374 -0.000655294 -0.000438599 -0.000199057 -0.000616711 -0.00114833 0.000266261 1.2644e-05 -0.000435854 -0.001096 9.58413e-05 0.000472583 -8.86742e-05 -2.35404e-05 9.9582e-05 0.000299051 0.000318382 0.000778047 0.000288862 0.00031843 0.000293667 -0.000332427 -5.72852e-06 -0.00108688 0.000353158 0.000297123
internal_weight=364.016 121.512 242.504 16.2507 15.0659 12.4375 11.3416 9.87317 8.19928 5.7617 2.82278 75.5511 11.8219 6.17194 63.7292 15.3351 6.49951 48.3941 105.261 166.953 162.55 9.80912 152.741 148.672 143.916 12.488 10.1132 4.15066 131.428 117.978
internal_count=4633 2463 2170 479 453 413 393 208 197 163 57 1148 101 72 1047 74 41 973 1984 1022 977 54 923 893 862 111 88 57 751 672
is_linear=0
shrinkage=0.00196078


Tree=786
num_leaves=31
num_cat=0
split_feature=1 2 0 0 0 1 2 2 2 0 0 1 2 0 2 2 1 0 0 1 0 2 1 0 1 0 0 0 2 2
split_gain=0.131828 0.209462 0.122246 0.412511 0.337502 0.191862 0.103076 0.842039 0.681047 0.512614 0.540104 0.967246 0.589384 0.642448 0.854113 0.579045 0.480756 0.652505 0.460247 0.366309 0.974485 0.55226 2.04871 1.13181 1.09897 0.877878 1.49366 0.787104 0.472251 0.427414
threshold=0.50056884525000012 45.044778924400006 0.65010029640000011 0.66718062335000017 0.66977036620000019 0.58454836680000011 39.427119987250002 39.262923716450011 39.525197829750006 0.4560492201000001 0.50101793360000013 0.36880632320000012 38.621016321050007 0.47604862130000009 36.859113051050009 37.817254840650008 0.32012514595000008 0.41973294215000007 0.54191491270000014 0.37447980600000008 0.51657136015000005 38.621016321050007 0.39078171310000004 0.5195503128500002 0.42307116555000007 0.52252926560000013 0.52769378160000013 0.52812790035000023 38.983591653800012 38.474425342400004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 7 9 18 16 12 -12 13 15 -15 -11 17 -1 -8 -13 -21 23 -23 -22 -24 -25 -27 -28 -26 -29
right_child=1 2 3 4 5 -7 8 -9 -10 10 11 19 -14 14 -16 -17 -18 -19 -20 20 21 22 24 25 28 26 27 29 -30 -31
leaf_value=-0.10020115343940363 -0.09695616699481853 0.020445335888120687 -0.11157372516470371 0.093670426306898452 0.0027941055225440101 -0.10369368204890701 -0.074972437507008216 0.043310046266307564 0.0008116001124405509 0.031271911318308657 -0.051532383099168695 0.032697798960147011 -0.014051758753305315 0.0091699296271214141 0.058655285123061167 -0.046895307675561181 -0.086277287611536579 0.087235051703692848 -0.0057271809629380038 -0.069724345662206255 -0.09235110820608973 0.07340558856484293 -0.05507962303808623 0.050541337924608451 0.053602737720668356 -0.060590964957701901 0.092121558246602564 0.0041677110800185362 -0.010836434192680587 -0.055215308942831685
leaf_weight=0.2822494822612488 0.2964675844950756 0.75362981672515195 0.39013734681066115 0.28387080691754796 0.51288484921678901 0.22483269823715091 1.839338853955268 4.7798459282494141 239.89530531514538 1.582130428636453 3.4957153461873522 3.1357587268576017 4.7881302186287931 6.3624753309413773 6.5287345126271248 1.9602863793261347 1.1582849113328846 0.43761949054896832 1.7122792026493698 1.8398216572822992 1.3278939817100788 4.1471340879797918 3.0606290763244033 2.6900714240036931 2.0532507514581084 4.0066062463447478 0.89932826161384838 15.041499958662827 2.1517981955548748 1.2098193131387223
leaf_count=62 480 33 16 3 35 45 34 34 2933 33 20 20 29 48 36 16 125 7 12 23 11 16 25 20 18 48 4 403 32 12
internal_value=0.000970251 -0.0211858 -0.0108117 -0.0274979 0.0046101 -0.02966 0.00114265 0.00431216 0.000193031 0.00157733 0.00298048 -0.00297397 0.0156233 0.0242695 0.0342317 -0.0119839 -0.0479405 0.0137442 -0.0415884 0.00111004 -0.00146756 0.00196472 0.0195032 -0.00598609 -0.0112634 -0.00117702 -0.00775283 0.00459082 0.0206281 -0.000253021
internal_weight=318.848 2.46182 2.16536 1.41173 1.02159 0.737718 316.386 72.9391 243.447 68.1592 66.2811 45.0593 21.2218 16.4336 12.8912 3.54242 1.87815 0.719869 3.55162 41.5636 38.4279 36.588 11.4128 25.1752 7.26568 23.8473 21.1573 17.1506 4.20505 16.2513
internal_count=4633 612 132 99 83 80 4021 1042 2979 1008 814 652 162 133 84 49 194 69 46 632 612 589 91 498 75 487 467 419 50 415
is_linear=0
shrinkage=0.0961169


Tree=787
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 2 0 2 0 0 2 1 1 1 1 0 1 2 2 2 2 0 2 1 2 1 0 0 1 0
split_gain=0.628126 1.00505 0.965658 0.893945 0.877195 1.99486 1.96871 2.29552 1.36895 1.40212 1.23306 1.86761 1.12554 1.06893 1.73469 1.76497 1.09796 0.88818 0.767291 2.06493 1.05229 0.930784 1.9848 0.827422 0.749379 1.1186 0.672944 1.8835 2.32738 1.29646
threshold=42.154118731400011 0.57927906350000014 0.47447681205000009 0.47941678395000004 0.48001556840000009 43.477771593600004 0.47757552170000012 42.759119507950011 0.48389269780000005 0.48265022005000008 42.686561923500008 0.34479506600000004 0.34584293880000011 0.34524415440000006 0.3453339720000001 0.48735067810000005 0.34614233110000009 42.759119507950011 43.61821939175001 43.968221017800005 44.131787411600008 0.47774018740000007 44.749265482150008 0.34515433670000012 42.027798546600003 0.35027394390000005 0.52507409960000018 0.53146612375000013 0.40651477500000005 0.49588335680000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 -3 -4 5 6 7 10 9 -6 11 -2 -11 -10 -15 -16 -17 -8 -7 23 -21 22 -22 -20 -1 -26 29 28 -28 -18
right_child=4 2 3 -5 8 18 17 -9 13 12 -12 -13 -14 14 15 16 26 -19 19 20 21 -23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.0001817479874143104 0.0012683269053226718 -0.0020550109391379461 0.0014555423820000906 -0.0010751269060574598 0.00017393031174931377 0.0013047022912700565 -0.0024992715390545089 -0.0017253589537473534 -0.0013601369537050878 0.00021937640175826505 0.0016007129606278585 -0.001185807140064852 0.001933792689854772 0.0025536412960400884 -0.0014778474553873303 0.001847577596432992 -0.00047186284795733383 -0.00088885994992928745 -0.00034619065019012496 0.0013570804950195825 -0.0023757784959432182 0.0012983256605453687 8.1695902317215625e-05 -0.003153081400904801 2.6898032142262134e-06 0.0013940876332299323 -0.0025368401438696196 4.0430984227672464e-05 0.00026272479068832871 0.00060587458316739302
leaf_weight=215.82673235590482 1.9997003887256122 1.4770434626079798 0.92975729910540428 1.2693146181914015 10.065647466108205 1.9504660910315603 2.8236503661610177 2.9359811879912741 2.1294080056250086 2.2491940855979911 2.091586135327816 2.9523935746401548 4.2622102797031403 1.0480840206146229 2.9284848377574226 1.3202705681323994 5.832206632068849 2.4671690985560417 0.66259868710767733 2.6119000306353 1.3865145690506349 1.9565140139311541 14.249630286009049 1.033656579442322 4.0784646563115512 4.8787088636308908 2.5496062424499533 39.427943437185604 2.0674824798625195 16.242606371859438
leaf_count=1937 29 180 15 419 52 23 43 120 15 9 9 39 61 2 28 3 43 23 32 14 33 8 195 15 26 32 148 822 56 202
internal_value=0.00012638 0.00018818 -0.000828786 -5.17179e-06 1.71379e-05 -0.000228039 -0.000781398 -0.000268775 0.000123568 0.000632584 0.000338365 -0.000194806 0.00134159 8.8369e-06 4.96551e-05 1.23603e-05 7.70703e-05 -0.00174832 0.000126242 2.1289e-05 0.00019574 2.33209e-05 -0.000136217 -0.00205664 0.000204812 0.000760543 4.17171e-05 -9.83233e-05 -0.00128323 0.000321134
internal_weight=357.705 228.46 3.67612 2.19907 129.245 39.1218 15.2705 9.97966 90.1231 16.5771 7.04368 4.95209 6.5114 73.5461 71.4167 70.3686 67.4401 5.29082 23.8513 21.9008 20.2046 17.5927 15.6361 1.69626 224.784 8.95717 66.1198 44.045 4.61709 22.0748
internal_count=4633 2609 614 434 2024 583 263 197 1441 122 77 68 70 1319 1304 1302 1274 66 320 297 250 236 228 47 1995 58 1271 1026 204 245
is_linear=0
shrinkage=0.00196078


Tree=788
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 0 1 1 2 2 0 1 0 1 1 2 0 1 0 2 1 1 2 1 0 2 0 1 0 2
split_gain=0.11713 0.270496 0.724934 0.614962 0.7203 0.385698 0.483423 0.343688 0.701237 0.311542 0.234579 0.114147 1.23602 2.0852 1.11781 1.93148 1.0375 0.895687 0.836535 1.66537 1.35658 0.793149 0.71505 0.655215 1.2981 1.44603 1.21585 2.27825 1.65543 0.817129
threshold=34.823977857500005 0.49405706415000006 0.34007963835000005 0.36551300860000008 0.5116313883000001 0.51484985480000012 0.38906020780000011 0.40651477500000005 33.361153777850006 33.036871954450007 0.42314601355000009 0.38906020780000011 0.52252926560000013 0.39019789825000006 0.39048232090000007 40.300545846000013 0.5116313883000001 0.38723391515000005 0.52401125715000008 39.065416244600009 0.39078171310000004 0.38334181610000007 36.377496227400009 0.37977904855000005 0.51017933595000009 39.852039223600009 0.50291907430000016 0.37227927305000003 0.50101793360000013 43.118479346150004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 9 -9 -1 17 13 -13 -15 -16 -17 21 19 -14 -20 23 -22 24 26 -26 28 -28 -2 -27
right_child=11 3 -4 4 5 6 7 8 -10 -11 -12 12 18 14 15 16 -18 -19 20 -21 22 -23 -24 -25 25 29 27 -29 -30 -31
leaf_value=-0.045557932796289363 0.0014685885703664514 0.10418807105935109 -0.11216091672497031 -0.12697156787890521 0.10262833436638953 -0.082282492916537497 0.068124674761528947 -0.10017285243474577 -0.12146418706069408 0.087919018077536631 0.072848651455392183 -0.1320899225241832 -0.025095676784443181 0.066587837367134584 -0.18430733936676022 -0.10739899311897111 0.059138806615706245 0.041678317921586418 -0.12274741747243173 0.072420057655278869 -0.06329567719634635 -0.047867104169661522 0.00048464397543672037 0.034970215575263669 0.0089889848965758277 -0.13125753275986238 0.055378336651927602 -0.052239132567587686 -0.083553269851654552 -0.037970583006340035
leaf_weight=0.22995516589435172 163.56500266021976 0.81052757054567326 0.52732540730903565 0.33692608913406763 0.50192189216613803 0.45981821697205338 1.0381752264220265 0.10347567841199623 0.35815039459021136 0.46498383581638336 0.5349037260748446 1.8414715928956855 2.8079898154828689 1.3518625441938641 0.68352022639010135 0.50882865831954394 1.2255663985342833 5.3686965815722933 0.88139343867078324 4.2026372046821052 1.718547723766277 3.1303472137078634 100.02064637332478 5.5847783070057622 2.9499673172831526 1.7639557747170331 9.1785883260890824 2.3812986277043811 2.2311754897236815 1.8480096637504173
leaf_count=59 1661 8 43 6 4 10 9 160 62 8 17 20 19 6 22 51 17 28 12 38 100 26 2008 31 18 25 63 38 22 42
internal_value=0.000998627 0.0153606 -0.0237231 0.0277572 0.00877438 0.0244026 0.00820892 0.0293866 -0.0140156 0.053681 0.0372497 0.000752593 -0.00170053 -0.0465795 -0.00480913 -0.0447274 0.0102807 0.00218038 0.000596507 0.0333618 -0.00164188 0.00107957 -0.000592714 0.00188811 0.000883548 -0.0419366 0.00246784 0.0332095 0.000324421 -0.0835286
internal_weight=318.61 5.36616 1.29218 4.07398 3.26345 2.92653 2.4246 1.96479 0.92661 0.56846 0.764859 313.244 115.242 5.61125 3.76978 2.41792 1.7344 198.002 109.631 7.01063 102.621 192.633 101.739 189.503 183.918 6.56193 177.356 11.5599 165.796 3.61197
internal_count=4633 386 119 267 259 253 249 239 230 168 76 4247 2293 116 96 90 68 1954 2177 57 2120 1926 2108 1900 1869 85 1784 101 1683 67
is_linear=0
shrinkage=0.0980392


Tree=789
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 1 2 1 0 1 1 0 2 0 2 2 1 2 1 0 0 1 0 0 0 2 1 2 2 0
split_gain=0.732892 0.702769 0.780068 0.770588 0.769101 1.09298 0.69615 0.668801 2.55597 1.01569 1.76146 1.11202 1.08217 0.886334 0.96591 2.04321 0.870118 2.50513 0.924499 0.930921 3.30616 1.27343 0.732742 0.665839 1.99448 1.81336 3.3183 1.7515 1.33475 2.2521
threshold=42.154118731400011 0.57670429030000014 0.47447681205000009 0.47941678395000004 42.027798546600003 0.35027394390000005 37.345948426100009 0.3584174126500001 0.49194634890000005 0.3465914194000001 0.34608245260000009 0.48032993025000009 41.909642283050012 0.48654231910000006 41.741384785950011 41.600558339100012 0.36880632320000012 37.817254840650008 0.37227927305000003 0.50291907430000016 0.5132031975000001 0.38045268105000002 0.48368312325000012 0.48104847160000008 0.48368312325000012 42.686561923500008 0.34479506600000004 42.720329370750001 43.477771593600004 0.47880302985000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 7 -6 -5 8 9 10 12 -11 13 14 15 22 17 -9 -18 -20 21 -21 -1 25 -25 26 -2 -27 29 -29
right_child=23 2 3 6 5 -7 -8 16 -10 11 -12 -13 -14 -15 -16 -17 18 -19 19 20 -22 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=0.0002581178907954903 0.0010106101192304787 -0.0014659119878571675 0.0013558832425661356 0.00076632300212669093 6.5831677301912725e-07 0.0013623125235120125 -0.0020736859811589345 7.3187770186092178e-05 0.0017916543483963974 0.00052978258772044015 0.0012990832430348381 -0.001255936695987151 -0.0011045741153669492 0.0013301797748485372 0.00092375893627626702 -0.001697352432820987 0.0009155330135700657 -0.0018409979419477969 0.0012319945924481165 -0.0025190661091780827 0.00013609111856006093 -0.0002705026532823329 -0.00046492468052595115 0.00089888618923073362 -1.5157939446240014e-05 0.0019893467569566405 -0.0018023386594567198 -0.0016193073784210961 0.0001270148679160196 0.00029417607225412992
leaf_weight=60.633195227288525 2.2155150290345755 2.0885132953662824 1.1292621881002562 0.58705487209999752 4.1167090920789615 5.0425354698672891 0.76328830165584804 11.212359070894307 4.1783712850883594 2.1604081539408062 6.0254061892628661 3.5338157080113888 2.3728192715789183 2.7635681703686705 6.4719078189227721 2.2712679596152148 5.5221997518092385 3.4335195096209636 2.6760169982444486 2.5409367075189939 92.383295974192151 1.5645773573778567 5.9143145605921736 10.441812142729757 75.840550006440026 1.6051493436098088 5.9220365290530026 5.1035999830928613 25.726853583779302 4.4067467376589775
leaf_count=575 31 203 17 186 26 32 234 65 46 43 47 24 34 19 29 21 32 43 26 42 812 14 39 95 1323 4 83 147 325 16
internal_value=0.000111476 0.000178341 -0.000583036 0.000160591 0.000193811 0.000750304 -0.000839006 0.000170176 0.000291713 0.000223698 0.00027653 -0.000578429 0.000199923 0.000239579 0.000199548 0.000131442 7.20726e-05 -0.000375566 0.000134698 9.12156e-05 5.95772e-05 -0.00166216 0.000193859 -5.37188e-06 9.54588e-05 -0.00019879 -0.00103649 -1.37626e-05 -0.00010501 -0.000732669
internal_weight=360.648 229.385 4.56812 2.47961 224.817 9.15924 1.35034 215.658 96.3251 92.1467 86.4525 5.69422 80.4271 78.0543 75.2907 68.8188 119.333 14.6459 104.687 99.1648 96.4888 4.10551 66.5475 131.262 86.2824 44.9799 8.13755 36.8423 35.2372 9.51035
internal_count=4633 2609 640 437 1969 58 420 1911 877 831 764 67 717 683 664 635 1034 108 926 894 868 56 614 2024 1418 606 114 492 488 163
is_linear=0
shrinkage=0.00196078


Tree=790
num_leaves=31
num_cat=0
split_feature=1 2 0 0 0 1 2 0 1 1 2 1 0 1 1 2 1 0 2 2 1 0 2 0 2 1 2 1 0 0
split_gain=0.115695 0.19754 0.105167 0.373967 0.296497 0.204485 0.10167 0.237579 0.650609 0.562249 0.205384 0.175315 0.303005 0.256831 0.419449 0.147879 0.099784 1.46236 0.448785 0.619949 0.624675 0.986999 1.02804 0.519634 0.262628 0.577425 0.362936 0.165452 0.339731 0.790213
threshold=0.50056884525000012 45.044778924400006 0.65010029640000011 0.66718062335000017 0.66977036620000019 0.57854555250000017 34.823977857500005 0.49405706415000006 0.34007963835000005 0.36551300860000008 33.96174662340001 0.38906020780000011 0.54413041525000005 0.43540612555000008 0.43643902880000007 31.914316944300001 0.34007963835000005 0.46735127690000006 48.96897326980001 48.823707093150006 0.31118828780000007 0.41160444300000004 41.909642283050012 0.3733870243500001 39.476991512000005 0.3298553935500001 35.887362732750006 0.34458549145000011 0.47673722340000008 0.47642286160000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 -4 -5 -6 7 8 10 -9 15 -11 -13 -14 -15 -1 17 18 19 20 23 -22 24 -8 25 26 -23 -18 29 -29
right_child=1 2 3 4 5 -7 16 9 -10 11 -12 12 13 14 -16 -17 27 -19 -20 -21 21 22 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.10102024559806196 -0.098818355773439628 0.018809462486087405 -0.11228252803771289 0.092293578688490793 -0.1018752691014298 0.008422782577192249 0.017454232472434481 0.10362184542166283 -0.1108049728561999 -0.020453347527390094 0.083112174930490335 0.055222365920922639 -0.1080386484091356 0.10586085967698895 -0.10106679374050642 0.031056930097799716 0.011736756449024296 -0.13664231639214419 -0.02684426552524562 0.053939773833017721 0.067741422932853818 0.00013893391364066363 -0.10637612171932422 -0.1055161557131328 0.02982164444266577 0.052091027675023112 -0.11509739254884774 -0.0089861312038044469 0.0014665878321916822 -0.11245526058184137
leaf_weight=0.13356257492341572 0.27400120605648171 0.76133070542709935 0.36051760346163042 0.26851366460323334 0.24198644451098517 0.48606890573864803 0.51778683532028835 0.74147180095315013 0.48572560174761747 1.2149890596047046 0.39793524704873562 1.2516141473315654 0.23965029761893664 0.22951764054596424 0.15964614138556499 0.2089511722442694 14.007601440302095 0.79027628374751735 4.2499217600561687 2.4670082330703726 2.0276541053317487 0.46362665016204097 0.9297997613903134 0.91212300169354421 2.2863123845309019 0.6484818048775195 0.60613488522358239 8.9774128253338823 270.56277036636675 0.7703262469731279
leaf_count=58 480 33 16 3 33 47 16 8 43 18 13 13 29 2 108 5 81 27 40 10 14 11 51 179 26 8 34 315 2879 33
internal_value=0.00099164 -0.0204865 -0.0103549 -0.0267161 0.00423825 -0.0282374 0.00115462 0.0149354 -0.0226319 0.026941 0.0352085 0.008573 0.0273276 -0.0281951 0.0209732 -0.0204463 0.000929704 -0.00663548 0.000164601 0.0107352 -0.00196581 0.0101564 -0.0135067 -0.0609872 0.00805621 -0.0209051 -0.0651548 0.00133838 0.000818751 -0.0171629
internal_weight=317.673 2.39242 2.11842 1.35709 0.996569 0.728055 315.28 5.06306 1.22617 3.83689 0.740449 3.09542 1.88043 0.628814 0.389164 0.342514 310.217 15.8991 15.1088 10.8589 8.39192 6.96201 4.93436 1.42991 4.00456 1.71824 1.06976 294.318 280.311 9.74774
internal_count=4633 612 132 99 83 80 4021 297 119 178 76 170 152 139 110 63 3724 416 389 349 339 144 130 195 79 53 45 3308 3227 348
is_linear=0
shrinkage=0.0980392


Tree=791
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 1 1 2 2 0 1 0 1 1 0 0 1 2 2 2 2 0 1 1 2 0 2 2 1
split_gain=0.105207 0.500336 1.03773 0.375359 0.929099 0.990185 0.708539 0.626192 0.484448 0.802886 0.347989 0.295436 1.5715 0.432492 0.70911 1.57437 0.415137 0.558253 0.242951 0.91885 0.551962 0.567791 0.362335 0.693294 0.352358 0.544286 0.539269 0.627716 0.281559 1.29095
threshold=0.54504356155000011 0.54353163080000011 0.41917906650000009 0.42802610700000004 0.55688452445000014 41.404176814550006 0.3975479776000001 0.42209814075000007 40.858951393400005 38.474425342400004 0.5541600551000001 0.41861022125000008 0.53998383280000006 0.41625999220000004 0.40896979130000005 0.5276039639500002 0.52949013500000019 0.42209814075000007 38.396531328800009 37.995872310650007 38.751720283100006 39.065416244600009 0.55877069550000014 0.43075057630000008 0.44765126795000004 33.361153777850006 0.56300709560000006 37.232443001650005 41.243661560350013 0.44618424600000006
decision_type=2 2 2 2 2 2 2 2 2 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 8 -6 -7 9 -2 -5 13 16 14 -1 -16 17 -13 19 24 -20 -22 -23 -24 25 -12 -26 -28 -25 -30
right_child=3 2 -4 10 6 7 -8 -9 -10 -11 18 12 -14 -15 15 -17 -18 -19 20 -21 21 22 23 28 26 -27 27 -29 29 -31
leaf_value=0.0014635587436363921 0.029917236632718777 -0.020608968905226926 0.053248428100191418 -0.027591234068538171 0.024982565914363038 -0.12307539490528868 -0.11848408522719407 -0.010489648844828498 0.04010780847282195 -0.049601296952201938 0.057883205669986761 0.10576080779925413 0.0047250994740726682 0.027596276090831335 0.044587022024106471 -0.1236903240118063 -0.1269394050432473 -0.10080201803608003 0.075092146474762075 -0.12586436783376967 -0.067297150215829132 0.034521532640053657 0.12184185483232267 0.013618728208303097 0.1086203810356498 -0.11410302770646467 -0.12384010725686298 0.025309568989019142 -0.048800235808354415 0.0082842905272361711
leaf_weight=235.22524142246766 2.4151863455190306 2.8926496632629997 4.9704059902578592 3.7271799106965764 0.4374589619692405 1.0097861130489034 1.3579988038400186 0.89630105532705773 2.9401725381612778 2.4671303397044539 0.27134059317722847 0.19895884394645502 6.9231564104557037 6.0002675713039926 0.90863443631678764 1.2974296580068765 1.3068243323941713 0.34178808468277566 1.0803726551530406 0.65278434268839181 1.0433014496011299 3.8405150212347499 0.46210229396820324 10.861559453474912 0.53062782440974876 0.50795984332216904 0.33950060302481677 1.3484890094987347 5.0699948536930632 15.294961994586627
leaf_count=2603 30 23 33 42 16 45 65 10 11 23 18 1 36 30 17 38 32 90 23 40 37 29 1 243 5 50 266 43 69 664
internal_value=0.000890609 0.00172399 0.0260779 -0.00294169 -0.0187302 -0.00677129 -0.0835288 -0.0701341 0.00866818 -0.010265 0.00109883 0.000964698 -0.0167131 0.00160162 0.000944693 -0.0543802 -0.0970454 -0.0248007 0.00368779 -0.0204599 0.00602908 0.00398891 0.0060822 0.00263549 0.00249146 -0.05422 0.0224117 -0.00468849 0.000871426 -0.00592729
internal_weight=316.62 260.065 7.86306 56.5547 11.524 9.72858 1.79546 1.90609 7.82249 4.88232 45.0307 252.202 8.77073 243.432 237.431 2.20606 1.84757 0.540747 41.3035 3.6507 37.6528 36.5724 35.5291 31.6886 2.99792 0.7793 2.21862 1.68799 31.2265 20.365
internal_count=4633 2903 56 1730 200 119 81 55 64 53 1530 2847 159 2688 2658 55 123 91 1488 422 1066 1043 1006 977 382 68 314 309 976 733
is_linear=0
shrinkage=0.0980392


Tree=792
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 2 0 0 0 0 0 2 1 1 1 0 0 0 2 2 0 0 0 0 0 2 2 1 2 0
split_gain=0.104807 0.190259 0.232535 0.227215 0.498615 0.0893124 0.451484 1.91567 1.72221 0.843702 0.99206 0.779843 0.625257 0.845191 1.31501 0.555665 1.00547 0.577063 0.452027 0.386604 0.634377 0.716233 0.33797 0.256035 0.219955 0.159693 0.591284 1.18759 1.0588 0.652819
threshold=0.50056884525000012 0.62572976855000018 0.58454836680000011 48.109449608500007 0.63013083440000017 36.558960102350007 0.50035927070000008 0.50452082270000009 0.49877249185000011 0.5218855723000001 0.52366695610000014 36.165040341950011 0.36510882910000009 0.36476452800000009 0.36042334060000009 0.52401125715000008 0.52863686715000002 0.5296248615500001 35.119813570500007 37.041406607950009 0.50452082270000009 0.52889135055000014 0.41973294215000007 0.4413939702500001 0.54413041525000005 39.032633164100012 38.751720283100006 0.40206880030000008 38.474425342400004 0.50730517050000012
decision_type=2 2 2 2 2 2 2 2 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 8 -8 11 -9 -11 12 13 14 22 -12 -17 -18 24 20 -7 -22 -1 -24 -19 26 28 -28 29 -21
right_child=1 2 -4 -5 -6 19 7 9 -10 10 15 -13 -14 -15 -16 16 17 18 -20 25 21 -23 23 -25 -26 -27 27 -29 -30 -31
leaf_value=-0.10467717180243251 -0.10149572903967768 0.090526363849471089 -0.1069467341444696 0.026191883009816747 -0.10926125647372634 0.00047044678410070571 -0.093907836119458965 0.047765628857003466 0.11006580138988716 -0.17050091851891197 0.076420760080656916 0.095061594845876896 -0.087253808413352549 0.10473946756174349 -0.22815215001631076 -0.11438998317126148 0.12021237694969662 0.047416315643681754 -0.10663313777038684 0.032633422766426036 -0.13745182485313606 -0.01984996784472258 0.072478261334598837 -0.00944482434962691 -0.012573674725753695 0.0001807716560650119 0.056917630509256904 -0.024714556463663332 -0.043802800525200636 -0.0030316858498422492
leaf_weight=0.25134570934824685 0.25733475524157201 0.17862933230935629 0.22163863940215822 1.2231422249460591 0.41545307204052051 3.6003022003569631 1.9671350708231319 4.2427340466529113 1.8639122480526564 0.36692922981455911 0.79720672965049733 0.67624407424591471 1.0490356832742689 0.63499125838279713 0.28127639327431087 0.81586832995526481 0.41117355227470431 0.94733801484108049 0.38928991893772025 7.755263655795722 0.88073220662772689 1.2570026455796321 0.5925295213528442 1.0711215127412286 1.7224698506615821 253.52292612479141 5.5880572772584838 2.6166629303479567 4.5448573802132151 15.173891596263273
leaf_count=87 204 9 115 37 247 28 12 33 11 4 2 30 7 5 8 20 1 9 53 83 11 46 16 44 151 3073 31 30 39 187
internal_value=0.000814405 -0.020472 -0.0102456 0.00154859 -0.0491889 0.000970554 0.00779284 -0.00393305 0.0290881 0.0143268 -0.0117035 -0.00403681 -0.0213073 0.00312709 -0.0262513 -0.000241096 -0.0144999 0.00898444 -0.00596571 0.00055233 -0.0251508 -0.0683011 0.00340408 0.0197331 0.0087128 0.0010623 0.00732622 0.0308834 0.000291215 0.00903122
internal_weight=315.316 2.2962 2.03886 1.81722 0.594082 313.02 18.0806 11.6601 6.42046 9.69301 5.45028 4.55654 3.8803 2.83126 2.19627 5.08335 4.28614 3.47027 3.0591 294.94 5.73804 2.13773 1.915 1.66365 2.66981 289.202 35.6787 8.20472 27.474 22.9292
internal_count=4633 612 408 293 256 4021 493 285 208 273 240 197 167 160 155 236 234 214 213 3528 85 57 147 60 160 3443 370 61 309 270
is_linear=0
shrinkage=0.1


Tree=793
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 1 0 1 1 0 1 1 2 2 1 2 0 2 0 2 1 0 1 0 1 1 2 0 0 1
split_gain=0.0981381 0.351213 0.234678 0.225023 0.264575 0.423275 0.19779 0.294681 0.506437 0.330873 0.175769 0.169204 0.423537 0.600755 0.447734 0.664326 0.168148 0.484496 0.147515 0.886925 0.512551 0.226433 0.427181 2.85535 1.62143 0.936816 1.86259 0.717378 0.404677 1.10696
threshold=0.62376874945000005 0.47634801355000006 0.68131193680000013 40.722669576350008 46.095286511800005 0.51869704500000013 0.61400856260000014 0.47634801355000006 0.48616807880000007 0.58249753000000004 0.49146732130000009 0.46280051495000007 39.476991512000005 41.559097512700014 0.46551001470000003 38.911218973650008 0.63528038085000016 45.921757303800007 0.58887458460000019 46.645430295100006 0.45824975300000009 0.5485614203000001 0.42473279245000012 0.53998383280000006 0.42111014640000005 0.41917906650000009 40.858951393400005 0.54413041525000005 0.5541600551000001 0.42307116555000007
decision_type=2 2 2 2 2 2 2 2 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 16 -6 7 11 9 -9 -8 18 14 -14 -13 -16 -5 -18 21 20 -20 22 24 -24 25 27 -27 -1 29 -23
right_child=1 2 -4 4 5 -7 10 8 -10 -11 -12 12 13 -15 15 -17 17 -19 19 -21 -22 28 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.0012099851037403336 -0.10884562118979989 -0.10418310723215077 -0.10210102500826418 0.080658060699911133 -0.060683355953154251 0.039208092950160048 -0.002416910498673056 0.045472662899061267 -0.10390596618710367 -0.040752252474648441 0.060650070000938354 0.1079629384379093 -0.062693044541800608 0.036360353850209137 -0.11270279689926868 0.1000814490115388 -0.10906561033978537 0.088095813089854202 -0.11357153192763897 0.072462165167156575 0.023683349815960569 0.0050024232795696242 -0.12411755889853829 0.050931367583153336 -0.066237495914691011 -0.0062151740352267186 0.090336472178883451 -0.053832365797537633 -0.0028718987399238669 -0.096234790175678028
leaf_weight=244.15349960038839 0.36347894109348944 0.18679633882482072 0.23239498649871837 0.63520036893896781 0.94309650402283274 0.77096873091068119 0.76745418100108409 0.75842265471510417 0.72360656141881907 1.0770270923676433 1.0418014879396649 0.90203107334673294 1.022939434507862 1.5252451738342641 0.28784713220557023 0.29927290708292276 0.21828666045621503 0.29051366075873375 0.54535584372206292 1.5641295590903608 0.54293270135531202 2.7325897622504263 1.092623318414552 6.3323548478074372 3.5536843556910744 4.6677797734737378 3.4932979121804237 2.3910376054700455 29.451874643942574 1.7859868665691463
leaf_count=2701 38 126 179 28 29 24 33 16 197 41 106 6 27 23 47 7 68 2 39 18 17 51 114 29 23 21 26 36 528 33
internal_value=0.000739569 -0.0155832 -0.00523955 0.00215328 0.00910317 -0.0157532 0.000930829 0.000737738 -0.0330555 -0.00512342 0.0338982 0.00102003 0.0213566 -0.00340349 0.0637252 -0.00424021 0.0463457 0.00350917 0.000748435 0.0242276 -0.0450969 0.000540607 0.00152355 0.025172 0.000843652 0.00177958 0.0351132 0.000676174 -0.00714701 -0.035012
internal_weight=314.354 3.64074 3.27726 3.04486 2.85807 1.71407 310.713 308.904 2.55906 1.83545 1.80926 306.344 4.03734 2.54818 1.48915 0.58712 1.144 0.5088 302.307 2.65242 1.08829 299.655 265.684 7.42498 258.259 254.706 8.16108 246.545 33.9705 4.51858
internal_count=4633 494 456 277 151 53 4139 4000 254 57 139 3746 110 50 60 54 98 70 3636 74 56 3562 2950 143 2807 2784 47 2737 612 84
is_linear=0
shrinkage=0.1


Tree=794
num_leaves=31
num_cat=0
split_feature=0 0 1 0 1 2 2 1 2 1 0 0 0 2 1 1 1 0 1 1 2 2 2 1 0 1 2 2 2 1
split_gain=0.0994068 1.19322 1.05013 1.02485 0.597907 0.526108 1.42652 1.87118 1.2891 1.68035 1.24023 1.54983 0.97171 0.837092 0.743788 0.94817 1.23524 0.733893 0.868337 0.888389 0.723328 1.44397 1.29699 0.715389 0.594517 0.485407 0.474309 0.765039 0.736191 0.547921
threshold=0.48077901860000011 0.48032993025000009 0.35331277505000008 0.47396784530000008 0.34458549145000011 41.873095646600007 42.431220712750012 0.34587287805000005 41.16018805045001 0.3453339720000001 0.48001556840000009 0.47787491390000009 0.47500074850000013 41.529896397300007 0.34554354660000003 0.34548366815000003 0.34530403280000005 0.47736594710000008 0.34518427590000006 0.34575312120000007 42.759119507950011 43.564719632750005 44.131787411600008 0.34548366815000003 0.47943175355000006 0.34491482290000003 42.123054668150012 42.283941020600004 44.749265482150008 0.3584174126500001
decision_type=2 2 2 2 2 2 2 2 2 2 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 26 -2 8 12 10 14 13 11 17 -7 25 15 16 24 18 20 -20 -8 -22 -23 -14 -1 -10 -4 -28 -29 -30
right_child=4 -3 3 -5 -6 6 7 -9 9 -11 -12 -13 23 -15 -16 -17 -18 -19 19 -21 21 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.010826567412449844 0.050518964923281645 -0.069485296288334858 -0.10530095375946665 0.079429080035413949 0.0012315579086027741 0.013648190259787026 0.053455615929746222 -0.079165856436721249 0.0064938733984711535 0.066850282156938196 0.067993614392297355 -0.062919306354750779 -0.1315021449953957 0.033296744440557642 -0.052734789244470621 0.070703637379274625 -0.10404749365393053 0.057940009672814534 -0.11028260785444442 0.0049739472433175088 -0.080548475872958047 0.075283291332960606 -0.0037581674451406762 -0.03756294874904649 0.030757242931280362 -0.046991086922797562 0.10570090908995741 -0.11909628461798168 0.11580451617865689 -0.04409281372030447
leaf_weight=17.069395187534624 2.3912134664133182 2.4571234397590151 0.39243289993828456 3.0295374784618616 221.81234644616234 1.129128034779568 2.8054510368820216 2.9390131494728839 3.2720234206644836 6.0222402960062018 2.5663873702287665 3.6282755708089089 1.859282889403403 4.9514010910061188 3.3115784183319183 1.5613635331392277 1.2246258478262451 2.3498788252472869 1.2976295184344047 1.273766618221998 1.9054927211836901 2.4411819589295183 10.926619140387627 1.3413313906639812 4.0979161560535422 3.2518652067519724 0.59291785955429066 0.5219339368632061 0.38179263472557068 0.44732667692005634
leaf_count=392 12 18 50 20 3322 38 29 38 24 38 7 39 40 36 28 5 14 11 54 12 77 42 142 14 19 18 3 28 1 62
internal_value=0.000656565 -0.00211463 -0.000202928 0.0418027 0.00175723 -0.0029779 -0.01172 -0.00460201 0.00414344 0.0249117 0.00290429 -0.0033689 -0.0645474 0.00290232 -0.00918482 -0.00316397 -0.00831467 0.00602523 0.000117598 -0.0531891 0.00769958 -0.000705047 0.0106761 -0.0921336 -0.00277609 -0.020166 -0.0069862 0.0128608 -0.0278827 0.0295367
internal_weight=313.252 89.0489 86.5918 5.36594 224.204 81.2258 36.4634 32.1337 44.7624 17.4975 29.1947 26.6283 4.32974 11.4753 27.2649 23.9533 22.3919 23 20.6501 2.5714 18.0787 15.2733 13.3678 3.20061 21.1673 6.52389 2.3364 1.94397 1.35105 0.829119
internal_count=4633 1299 1281 164 3334 1117 543 451 574 116 413 406 92 78 458 430 425 367 356 66 290 261 184 54 411 42 144 94 91 63
is_linear=0
shrinkage=0.0980392


Tree=795
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 2 1 2 2 1 1 0 2 1 1 1 0 0 0 2 0 1 1 1 2 2 1 1 2 0
split_gain=0.424664 1.8559 1.36035 1.42852 1.24012 2.15571 0.8015 0.622479 0.956747 0.772332 1.4692 2.97579 2.41784 0.958115 0.854669 2.00516 1.27781 0.83704 1.63393 1.00876 0.755769 1.7371 2.45419 1.3925 1.45084 1.4324 1.04898 1.79835 1.13057 1.30303
threshold=0.50913146310000013 0.37644082515000005 0.50291907430000016 0.37043801085000005 0.36166581840000006 37.892416320650007 0.36880632320000012 41.965446242000006 42.027798546600003 0.37323732825000006 0.3584174126500001 0.49194634890000005 37.817254840650008 0.36166581840000006 0.3465914194000001 0.34608245260000009 0.48032993025000009 0.48654231910000006 0.48368312325000012 41.257948413050009 0.48001556840000009 0.35799826355000003 0.34494476210000008 0.34900152690000003 42.388109226950007 43.426369480700011 0.34007963835000005 0.32012514595000008 43.564719632750005 0.47500074850000013
decision_type=2 2 2 2 2 2 2 2 2 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 7 6 -2 -6 -4 9 -9 10 11 14 -12 -14 15 17 -16 18 -1 -20 21 22 26 -22 -25 -26 27 -10 29 -28
right_child=1 -3 3 -5 5 -7 -8 8 20 -11 12 -13 13 -15 16 -17 -18 -19 19 -21 23 -23 -24 24 25 -27 28 -29 -30 -31
leaf_value=0.00020868327860356221 0.00022362899687192715 6.452160591086124e-05 0.00051261486976489812 -0.00016302131106048177 0.0007410828919378336 -0.0023470941379565482 0.0017133442583581379 -0.0013276617108995666 3.7277778947223234e-05 0.001254183925351019 9.3705113757880135e-05 0.0020721057946817768 -0.00076786048331116516 -0.0028351933684900065 0.00061878169188584549 0.0013140504024176784 -0.001278276509689612 0.0011791644431936661 -5.5399769699943636e-05 -0.001650241214167439 0.00035954302499847522 0.0010314417246489794 -0.00090037295762850111 0.00091182389086523399 -0.0023508764526550693 0.0001641084462468939 0.0012193772919069207 -0.0023659168629108786 0.0015769582266924008 -0.0007726444843415706
leaf_weight=68.537539469238254 2.2111186534166327 149.50861395232323 3.641097058542071 4.2816583461244582 1.1643897779285906 3.4262776945251971 5.1751843318343163 2.0889882918854701 10.423876750661295 2.6561399216298005 8.6916220834245888 3.3847012743353835 1.6532981172204011 1.8005795237841082 2.2468473619082934 6.28921865671873 3.4785061627626419 2.9958885982632628 3.0589718073606482 3.040276825428009 33.32030029874295 4.1267162972362703 15.448898978531359 1.4705770164728154 2.2821710230782633 1.4077299059135837 2.2406921535730344 1.3525020948145527 3.2356273904442787 2.8918506102636456
leaf_count=636 14 2587 25 37 7 70 25 25 216 26 58 38 17 26 42 47 24 20 15 25 196 102 184 8 22 42 10 40 11 38
internal_value=9.56225e-05 1.89502e-05 0.000155182 0.000766178 -0.000982744 -0.0015638 0.00121745 0.000112642 -1.80704e-05 0.000209967 0.000183596 0.00026733 -0.000457786 -0.0018456 0.00019919 0.000249196 -0.000533798 0.000162929 0.000122138 -0.000850376 1.69129e-05 -0.000172817 -0.000312439 0.000212753 -0.000735043 -0.00139139 0.000138449 -0.000238726 0.000669241 9.70039e-05
internal_weight=357.532 156.31 201.221 13.0979 6.80179 4.59067 8.81628 188.124 80.2899 107.834 105.177 93.032 12.1455 3.45388 89.6472 83.9219 5.72535 77.6327 74.6368 6.09925 78.2009 39.7202 35.5934 38.4808 5.16048 3.6899 20.1445 11.7764 8.36817 5.13254
internal_count=4633 2678 1955 87 91 77 50 1868 894 974 948 847 101 43 809 743 66 696 676 40 869 601 499 268 72 64 315 256 59 48
is_linear=0
shrinkage=0.00196078


Tree=796
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 0 2 0 0 1 2 0 1 1 2 2 2 2 2 1 2 0 2 1 1 0 2 2 1
split_gain=0.479899 1.27145 0.734774 2.51426 0.75937 1.66322 1.05301 0.811649 0.827107 0.847922 0.757825 0.576316 0.573967 0.832836 0.813779 0.675891 0.567735 2.97154 0.564772 2.20928 0.49728 0.442592 0.389106 0.387442 0.445451 2.08484 0.920432 1.59236 1.92725 1.19225
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.3465914194000001 0.34608245260000009 0.48032993025000009 41.909642283050012 0.48654231910000006 0.48368312325000012 0.36265381275000008 41.16018805045001 0.57670429030000014 0.47447681205000009 0.47941678395000004 37.345948426100009 41.835830569250014 41.600558339100012 41.741384785950011 41.600558339100012 0.44618424600000006 38.474425342400004 0.62376874945000005 42.477827694800006 0.39170982905000007 0.39670967935000007 0.48001556840000009 43.930205408700004 47.74983977685001 0.3584174126500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 8 9 18 -4 -11 16 20 -15 22 17 -12 19 -1 -14 -6 -16 -2 26 -26 -25 -28 29 -29
right_child=23 -3 10 -5 6 -7 -8 -9 -10 11 12 -13 13 14 15 -17 -18 -19 -20 -21 -22 -23 -24 24 25 -27 27 28 -30 -31
leaf_value=0.00025410962469747938 -0.0002449798903031547 0.001054295229326303 -0.00097896041173086475 0.0017884668861439185 0.0015250867099610411 0.0012632297443336503 -0.0011586887909140948 -0.0009801218952513182 0.0012929581686646611 5.974844520077151e-05 0.00012406146548065683 -0.0011674810399786141 -6.0243206553873695e-05 0.0015538317298307701 0.0018373790421675005 -0.0020858940929574421 0.00088073952007555593 -0.0020399679090167713 0.00081024193015119658 -0.0017955527909483049 -0.0020619337269194098 -0.00028061395468024196 -0.0020483163369341782 -8.6953327585883786e-05 -0.0023229255205411202 -1.1250545778926441e-05 0.0005339792372478949 -0.00052710768882567116 0.00055432845435795879 -0.0026606118350685462
leaf_weight=58.744032014830736 17.64396400541591 6.1484294342808417 2.6955557472538194 4.0667955977842203 1.0258440632023842 5.8882097341120234 3.4396482482552528 2.2425334041763554 2.6498900800943366 3.033216953277587 107.70028338798875 2.8568286597728729 0.68496776459505726 0.9952043635566955 0.39162577091337858 0.70457837479625596 3.4683324000798157 2.4961218044627449 6.0816918885102487 2.0938991241855538 1.5728283143289443 1.062319330871105 0.13263806634586217 34.007066231039062 1.5659609264694143 35.585411569656571 33.992886049672961 2.6355037298053485 3.9835997326299548 1.6297411385457961
leaf_count=575 212 36 42 46 26 47 24 34 19 14 920 26 37 16 44 223 34 38 29 20 166 17 142 524 121 881 217 17 31 55
internal_value=0.000119261 0.000175177 0.000149923 0.000280753 0.00021195 0.000258495 -0.000491891 0.000182357 0.000216904 0.000177741 4.90355e-05 -0.00053549 7.24896e-05 -0.000615762 0.000235869 -0.000831511 9.96276e-05 7.50428e-05 0.000240518 0.000183565 -0.00145466 0.000606466 0.000854303 2.53121e-05 6.73669e-05 -0.00010869 0.000153148 0.000346444 -0.000426372 -0.00134232
internal_weight=351.22 220.175 214.027 93.1849 89.1181 83.5903 5.52781 77.7021 75.4596 72.8097 120.842 5.89005 118.147 4.48184 2.22405 1.22884 113.665 110.196 66.9196 60.8379 2.2578 2.08816 0.524264 131.044 113.4 37.1514 76.2488 42.2417 8.24884 4.26524
internal_count=4633 2575 2539 877 831 764 67 717 683 664 1662 40 1620 628 425 409 992 958 624 595 203 43 186 2058 1846 1002 844 320 103 72
is_linear=0
shrinkage=0.00196078


Tree=797
num_leaves=31
num_cat=0
split_feature=0 0 0 2 2 2 1 2 0 0 0 2 0 1 1 1 0 0 2 0 2 2 1 1 1 2 0 1 0 1
split_gain=0.0981685 0.749864 0.428315 0.337828 0.963941 0.708736 0.727719 0.696568 0.678872 0.504926 0.909915 0.901355 0.773518 1.89216 0.499346 1.57716 1.4459 0.616737 0.523913 0.494794 0.524447 0.376183 0.708587 0.615299 1.39347 0.671846 0.482459 0.283347 0.999009 0.477625
threshold=0.47721625100000004 0.47709649410000005 0.47757552170000012 38.983591653800012 38.238138001450004 38.171717059500004 0.34422622080000004 37.995872310650007 0.47076434840000009 0.47697673720000006 0.47568935060000012 39.032633164100012 0.47673722340000008 0.34548366815000003 0.34521421515000011 0.35696536035000009 0.47396784530000008 0.45995628875000011 48.96897326980001 0.45995628875000011 50.189067467950004 48.823707093150006 0.31118828780000007 0.31638274305000008 0.32012514595000008 41.909642283050012 0.3733870243500001 0.34512439750000007 0.47943175355000006 0.34527409360000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 -1 10 11 -5 13 -12 16 -16 17 18 21 20 -17 22 26 -24 -25 -26 -13 28 -4 -29
right_child=2 -3 27 9 -6 -7 -8 -9 -10 -11 12 14 -14 -15 15 19 -18 -19 -20 -21 -22 -23 23 24 25 -27 -28 29 -30 -31
leaf_value=-0.0055089389300017793 0.025511394761220042 -0.057436970963468018 -0.043068570123215473 0.12056641130769097 -0.1409332914417841 0.11202625099085209 -0.12636236244510957 -0.064907939597996317 0.10801281188763208 0.0414637492862878 -0.13091526612634746 0.015804777781927137 0.0090036475932223029 0.0323888153723269 -0.1142687631380398 -0.10981006563549711 0.061512127891235162 -0.051900701530256013 -0.024690927038677552 0.05049920856128938 0.10573168226326189 0.051835643661587785 0.066890621260680794 -0.1464051316106825 0.059870376047921003 -0.036629446504077887 -0.10706657340538206 0.023333571778551644 0.0030145426553925378 0.00092607552268184437
leaf_weight=2.1146644851432934 7.21896993741393 2.4481851123273364 6.4824300359468934 0.68513682670891896 0.61560094822198141 0.44543310627341259 0.56545722671944521 1.3359467203263191 0.70153949316591013 3.1758835650980464 1.9284234866499894 0.52275789203122769 2.0152702871710062 1.1225271681323645 1.3754045767709606 0.4496782467758752 4.3372667953371993 2.269408048130571 4.2508167796768239 1.6289734337478874 0.15072247385978699 2.3947181850671768 1.9493076410144565 0.5694664528127763 1.9330288157798352 1.1510895728133617 0.82215062965042307 9.9201155547052604 17.14887905260548 231.58411063798286
leaf_count=129 38 17 59 3 15 2 78 14 8 24 56 16 18 14 45 97 28 40 40 15 1 10 14 15 79 35 167 52 83 3421
internal_value=0.000791813 -0.00377265 0.00147825 -0.000361127 -0.0226522 -0.00854926 -0.0199339 -0.00544004 0.0227703 0.00357422 -0.000497103 0.0074833 -0.0390741 -0.0708313 0.0042286 -0.0300565 0.0103469 -0.00364291 0.00441373 0.021898 -0.0557012 0.0176563 0.00587556 0.0215219 -0.00268378 0.0238536 -0.0593072 0.000823892 -0.00962676 0.00184649
internal_weight=313.313 40.9589 272.355 38.5107 5.77864 5.16304 4.71761 4.15215 2.8162 32.732 29.5561 24.4899 5.06622 3.05095 23.8048 3.60478 20.2 15.8627 13.5933 2.22937 0.600401 9.34252 6.9478 5.60289 3.65358 3.08412 1.34491 265.136 23.6313 241.504
internal_count=4633 980 3653 963 246 231 229 151 137 717 693 605 88 70 602 158 444 416 376 113 98 336 326 143 129 114 183 3615 142 3473
is_linear=0
shrinkage=0.1


Tree=798
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 2 0 0 0 2 2 1 2 2 0 1 1 2 1 2 2 0 0 1 2 2 0 2 2
split_gain=0.450531 1.24219 0.885111 2.88244 1.58162 1.14064 1.0149 0.956629 1.1461 0.950935 0.733282 1.12557 0.723893 0.575583 2.17414 0.573788 1.10502 0.796842 0.611016 0.580271 0.4672 3.23788 0.526038 0.507231 0.708695 0.796235 0.939624 0.653017 0.597383 2.08424
threshold=42.081757894750005 42.027798546600003 0.35585760905000008 0.48588365620000007 0.34608245260000009 0.47976108500000009 41.909642283050012 0.48654231910000006 0.48368312325000012 0.49588335680000006 39.852039223600009 41.808689985400001 0.35799826355000003 41.741384785950011 41.600558339100012 0.57927906350000014 0.47447681205000009 0.47941678395000004 37.345948426100009 0.36476452800000009 41.835830569250014 41.600558339100012 0.4995209724000001 0.56685428580000019 0.43837010870000009 39.476991512000005 39.427119987250002 0.56345618395000019 41.087689990200012 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 2 4 5 6 12 7 8 13 -5 -6 -12 -4 14 -1 19 -17 -18 -19 -11 21 22 -21 27 -25 26 -26 28 -24 -30
right_child=-2 -3 3 9 10 -7 -8 -9 -10 15 11 -13 -14 -15 -16 16 17 18 -20 20 -22 -23 23 24 25 -27 -28 -29 29 -31
leaf_value=0.00025277303549541826 9.6662053009929251e-06 0.0010323314349673478 0.001763540051216262 0.001270446529489696 -8.2911909426819963e-05 -0.0032162398791487556 -0.001132374984951264 0.0013321609187723323 -0.00065494257742802189 -0.00069754822509979285 0.0015577716704913076 0.00017442430448479858 -0.002083278412982763 0.00081538267313610406 -0.0017992108077511057 -0.0020548856590829247 0.0016791315462383629 0.00080343590446736973 -0.0020872828348487407 0.00077438474184729597 0.00076503871667261286 -0.0020756521751103037 2.012505876436921e-05 0.0012671143946349651 -1.520194140856487e-05 -0.00060884805129918706 0.0022077952621116859 -0.00081858758084266895 0.0018832103876337393 -5.6130105357869686e-05
leaf_weight=58.988792090003699 130.07675930819096 6.0339465554279732 0.36070459543407141 2.4619854539632788 2.3309369896887793 1.4491766276769338 2.2252880201267535 2.8177345022559157 5.9765649512410155 3.7415737174451342 7.3415715182200056 3.2679698839783669 0.39297601679572836 6.1004197507281779 2.0543131574522695 1.4452634671906701 0.8201433739013736 0.49113015634065937 0.65745803543541115 4.4774822844192377 3.7796863154508165 2.6542087118141344 81.638954963884316 3.23076034337282 1.9528775131548173 2.909630368987564 1.1684074401855469 3.2487576662097117 3.0406511388719064 7.1185314431786537
leaf_count=575 2058 36 12 25 30 16 34 20 40 25 75 15 34 29 20 180 14 186 222 24 35 38 638 35 50 30 4 48 12 73
internal_value=0.000101464 0.000154728 0.000130453 2.46854e-05 0.000277943 -0.00219872 0.000172822 0.00021107 0.000167868 6.39191e-05 0.000912891 0.00113167 -0.000242227 0.000241108 0.000183717 3.96458e-05 -0.00075291 0.000202882 -0.000851227 6.23909e-05 8.70686e-05 6.40741e-05 0.00011628 8.80307e-05 0.000526054 0.000129067 0.000816945 4.53483e-05 7.59232e-05 0.000524316
internal_weight=354.255 224.178 218.144 127.04 91.1036 2.20286 78.1631 75.9378 73.1201 124.838 12.9405 10.6095 0.753681 67.1435 61.0431 122.376 3.414 1.96873 1.14859 118.962 115.22 111.44 108.786 104.309 9.26168 6.03092 3.12128 95.0469 91.7981 10.1592
internal_count=4633 2575 2539 1701 838 62 718 684 664 1639 120 90 46 624 595 1614 602 422 408 1012 987 952 914 890 119 84 54 771 723 85
is_linear=0
shrinkage=0.00196078


Tree=799
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 2 2 0 0 1 2 1 1 1 2 0 2 1 1 0 0 1 0 0 1 0 1 2 0 0
split_gain=0.112455 0.307518 0.431267 0.273191 0.401742 0.203138 0.163216 0.350739 0.372733 0.35329 0.291596 0.273141 0.271863 0.388097 0.227027 0.30525 0.169472 0.817017 0.652066 0.776953 1.10271 1.01384 1.67022 0.945158 0.974636 0.610087 0.527168 0.54791 0.520592 0.512733
threshold=0.31100865245000009 0.39672464895000009 48.553014326500012 44.952171034750002 0.41973294215000007 49.247968080500009 49.064150740050003 0.55688452445000014 0.55788748840000013 0.48522499325000007 48.823707093150006 0.48616807880000007 0.4995808509000001 0.50491003265000012 50.189067467950004 0.47648274005000008 44.202975721700007 0.34482500525000009 0.34506451900000007 0.54191491270000014 0.53312775065000018 0.4172030777500001 0.50730517050000012 0.47774018740000007 0.35799826355000003 0.54353163080000011 0.3584174126500001 48.109449608500007 0.58887458460000019 0.6310290111500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 -5 10 14 -9 -10 16 -11 -13 -14 -8 -16 -3 -18 -19 20 21 22 23 24 -20 -21 -26 -28 -27 -30
right_child=1 6 -4 5 -6 -7 7 8 9 11 -12 12 13 -15 15 -17 17 18 19 25 -22 -23 -24 -25 26 28 27 -29 29 -31
leaf_value=-0.10345523865509867 0.019795751274374194 0.00127213579314774 -0.068486197534643439 0.047169397139621733 0.10223617800735099 0.0040559463319440733 -0.10987141212517607 0.11095274590343203 -0.10293550449522237 0.043840587712223329 0.024200537188193413 -0.10500417164653467 0.042874507652979815 -0.10167431011696709 0.10520319252948714 -0.1017086970358206 -0.11392968969720925 0.066640458392344712 -0.12295457992395618 0.098674402936204206 -0.12438226743619217 0.085050441584102562 -0.1139742029910704 0.034916679690942962 0.11551277736018824 -0.050707972337390973 -0.11227383594027672 0.050410866958761541 0.041661490090117659 -0.031018992364722109
leaf_weight=0.38843882273795216 0.88517899174985304 278.90902920871775 1.4761259984225032 2.021625594352372 0.12567605823278427 2.3788116695359349 0.6001695159793593 0.26154899597168002 0.38269522527116384 0.88520133495330844 5.3620819675270459 0.3404053575650321 0.62704861536622047 0.2639204747392796 0.13820308446884155 0.14728300461138133 0.70994494925253349 1.1995817124843622 1.0132546275854095 0.78296299278736015 1.0716929403133688 0.87764552171574894 1.7372732924995942 3.0689497174171265 0.34177124500274636 1.3178158384398555 0.42007518699392676 0.40818284451961517 3.3217042322503403 1.3713595949229782
leaf_count=159 51 3514 12 30 2 22 26 1 61 9 39 56 8 73 1 82 35 4 18 4 21 23 134 33 1 42 64 2 42 64
internal_value=0.000796517 0.00055699 -0.0353921 0.015804 -0.0531737 0.0238629 0.000834797 -0.0201952 -0.00262933 -0.0145157 0.00108879 0.00147135 -0.0289867 5.66445e-05 -0.0749524 -0.00154318 0.000670901 -0.00883414 -0.00442764 -0.00984642 -0.0292201 -0.0162568 -0.0289775 -0.000863331 -0.0511578 0.0156441 0.0110188 -0.0320994 0.00482878 0.0204235
internal_weight=312.836 307.921 2.3613 4.91455 0.514115 4.40044 305.56 3.64648 2.76082 2.49927 301.913 2.11658 1.23137 0.890969 0.885656 0.285486 296.551 17.6422 16.9323 15.7327 8.93885 7.86715 6.98951 5.25223 2.18328 6.79384 1.17003 0.828258 6.01088 4.69306
internal_count=4633 4420 63 213 161 52 4357 317 208 207 4040 146 137 81 109 83 4001 487 452 448 296 275 252 118 85 152 67 66 148 106
is_linear=0
shrinkage=0.1


Tree=800
num_leaves=31
num_cat=0
split_feature=2 2 1 0 0 1 1 0 2 0 0 2 2 0 1 1 2 2 2 2 1 2 2 2 2 2 2 0 2 1
split_gain=0.444015 1.29715 0.917902 2.55848 1.7082 0.728739 1.9006 1.2513 1.0157 0.894255 0.798873 0.655072 1.93488 0.604879 1.14025 0.831891 0.59045 0.566144 1.63393 1.98526 0.872554 0.608691 0.603862 1.02964 0.513384 1.79195 1.26593 1.46927 0.502781 0.557456
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.48735067810000005 0.3465914194000001 0.34608245260000009 0.48032993025000009 41.909642283050012 0.48654231910000006 0.48368312325000012 41.741384785950011 41.559097512700014 0.57927906350000014 0.47447681205000009 0.47941678395000004 37.345948426100009 41.184662530950007 41.835830569250014 41.641174900500005 0.41997245590000004 41.11191809080001 40.94178426300001 40.806664626150003 40.00488309970001 39.955516828000007 40.300545846000013 0.54450465555000005 42.477827694800006 0.3621298763500001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -7 9 10 11 12 -1 17 -15 -16 -17 21 19 20 -19 22 23 24 25 -6 -26 -28 29 -2
right_child=28 -3 4 -5 13 7 -8 -9 -10 -11 -12 -13 -14 14 15 16 -18 18 -20 -21 -22 -23 -24 -25 26 -27 27 -29 -30 -31
leaf_value=0.00025751313489972628 -0.0005859642245064975 0.0010531282392795744 -0.0027377174676557685 0.0017893089358237554 9.253224899346601e-05 0.00069437659031565554 0.0013052262333942779 -0.0012023017025726574 -0.0011264195530540381 0.0013181479614803875 -0.0005062733596259988 0.00083860963417765151 -0.0012733078132513382 -0.0020487128313098749 0.0016352705788343518 0.00075814335551912496 -0.0020733390828011093 -0.0008706387758765392 0.00081135591319504686 -0.0025124309952016311 0.00042288562371302119 0.0010460525690779679 -0.00073663135351861029 0.0010568870024426774 -0.0010344756914636571 0.0017613670320310003 0.00061959297166803995 -0.00082519480866333845 6.9722727851024888e-05 0.00011128713492983055
leaf_weight=58.86785624069671 10.173033213941382 6.1504373096395275 0.8539330757339475 4.1484398702159515 71.759179307948216 2.1820324872751362 6.2022266983985892 3.4544696155935526 2.2297617881122269 2.7299496009945861 6.0690522119402877 6.2971421215916044 3.3553668058011672 1.5028833230517187 0.88321410393837174 0.48685533148568516 0.67672256951482268 4.4750020713545364 3.6897945594973853 1.9115745611488808 3.6323597328737378 2.6595618575811377 3.2430892232805482 4.339609431102871 5.1952656880021122 2.5620863474905482 7.8896436584182066 4.1189903398044407 111.65294782257115 7.7799839450162827
leaf_count=568 100 36 40 46 666 43 47 24 34 19 40 29 27 180 14 186 222 51 36 31 34 13 21 26 55 10 44 33 1846 112
internal_value=0.000111912 0.000165237 0.000139887 0.000283263 2.56249e-05 0.000214898 0.000259788 -0.00046805 0.000178279 0.000215904 0.000175562 0.000235954 0.000174964 4.54501e-05 -0.000751802 0.000200472 -0.000888612 6.99572e-05 -0.000304113 -0.00071492 -0.000291098 0.000120347 9.55055e-05 0.000123657 7.94081e-05 0.000150062 -0.00022582 0.000124027 2.07516e-05 -0.000283809
internal_weight=351.172 221.566 215.416 95.5363 119.88 91.3879 85.7514 5.6365 79.5491 77.3194 74.5894 68.5204 62.2232 119.026 3.54968 2.04679 1.16358 115.476 13.7087 10.0189 8.10736 101.767 99.1079 95.8648 91.5252 74.3213 17.2039 12.0086 129.606 17.953
internal_count=4633 2575 2539 877 1662 831 764 67 717 683 664 624 595 1622 602 422 408 1020 152 116 85 868 855 834 808 676 132 77 2058 212
is_linear=0
shrinkage=0.00196078


Tree=801
num_leaves=31
num_cat=0
split_feature=2 0 0 0 1 1 1 1 0 0 0 0 0 2 0 2 0 0 2 1 2 1 2 0 1 1 2 2 1 0
split_gain=0.0928141 0.404839 1.55743 1.54971 0.768101 1.65943 0.889657 1.19926 0.688222 0.855745 0.457619 0.93095 0.508804 0.426573 0.385375 0.337554 0.573111 0.638698 0.275805 0.196157 0.738879 0.205906 0.161573 0.203758 0.1592 2.09509 0.472672 0.306065 0.661347 0.652768
threshold=36.558960102350007 0.50035927070000008 0.50452082270000009 0.49877249185000011 0.37977904855000005 0.36510882910000009 0.36476452800000009 0.3621298763500001 0.5218855723000001 0.52366695610000014 0.52401125715000008 0.52863686715000002 0.5296248615500001 35.119813570500007 0.41973294215000007 37.041406607950009 0.50452082270000009 0.52889135055000014 34.214889417600013 0.40651477500000005 33.361153777850006 0.43643902880000007 37.345948426100009 0.52468488970000016 0.34007963835000005 0.32467590790000006 48.96897326980001 48.823707093150006 0.31118828780000007 0.41160444300000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 14 -4 -10 -11 -12 -13 19 -1 16 -2 -18 -16 -14 21 -21 23 -17 25 26 27 28 -24 -30
right_child=15 2 8 -5 -6 -7 -8 -9 9 10 11 12 13 -15 18 22 17 -19 -20 20 -22 -23 24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10375536389367263 0.00050308002523881921 -0.083110251846187894 0.0440893783454437 0.10907843239560247 0.12252084875849406 -0.14359112963768425 0.10445840585635922 -0.22459696209125607 -0.16071349734001292 0.070964237113991344 -0.11303506010948219 0.11820506861221776 0.028407107286288331 -0.10603594108044981 -0.030871479158031991 0.040963072922391174 -0.13346174517126938 -0.020546673144161674 0.052216123721780555 0.086433297067479348 -0.12473634488627572 -0.10400299298450558 -0.058358254244652588 -0.0010554831334581873 0.0010961713241102195 -0.12097804718708878 -0.023620498574055127 0.048593998600029331 0.068830569068352832 -0.0072426709725385398
leaf_weight=0.26475753222257914 3.5883005266659884 2.0135380877181879 4.1779489805921894 1.7213787131477145 0.4410327374935149 0.81760726124048222 0.83950372785329808 0.24561031500343222 0.35241317562758911 0.77832034230232228 0.75553756859153498 0.38302412629127536 1.8149552852846689 0.36165871357115964 0.59049153790692788 2.2500184299424282 0.83033388387411866 1.2628102359958573 1.2352583894971756 0.39131276728585351 0.42115714098054013 0.066412763256948892 1.2727048534779877 2.3693486970878439 270.38505159054876 1.5129352003568772 4.2200624635443083 2.29012231528759 1.8671397780999539 2.8492080233991146
leaf_count=111 28 12 33 11 1 7 7 4 4 2 20 1 12 75 36 16 11 53 31 18 79 149 189 41 3492 72 40 10 10 58
internal_value=0.000806496 0.00784563 -0.00322009 0.0285479 -0.00271398 -0.0165456 0.0161641 -0.0155653 0.0137079 -0.0101302 0.000542316 -0.0125264 0.00955816 -0.00406136 0.00899353 0.000384386 -0.0237544 -0.0653392 0.0253436 0.00962914 -0.0291487 0.0588023 0.000858902 0.0194111 0.000557566 -0.0098356 0.00361733 0.017501 0.0056115 0.0228737
internal_weight=312.37 17.6719 11.5163 6.15564 4.43426 3.99323 3.17562 2.33612 9.50274 5.32479 4.97238 4.19406 3.43852 3.0555 2.09051 294.698 5.68144 2.09314 1.82575 2.69384 0.878883 0.457726 289.017 4.61937 284.397 14.0122 12.4992 8.27917 5.98905 4.71635
internal_count=4633 613 405 208 197 196 189 182 393 360 356 354 334 333 178 4020 92 64 67 258 246 167 3928 57 3871 379 307 267 257 68
is_linear=0
shrinkage=0.1


Tree=802
num_leaves=31
num_cat=0
split_feature=1 1 2 1 2 2 2 2 0 2 2 0 0 1 0 0 0 0 0 2 1 1 1 0 0 0 0 2 0 1
split_gain=0.124749 0.320066 0.944061 0.237816 0.659961 0.464051 0.243092 0.355251 0.360965 0.108374 0.260807 0.253187 0.333461 0.321803 0.278009 0.446561 0.268852 0.398426 0.249791 0.145582 0.574082 1.58813 0.626275 0.609907 0.666833 1.0294 0.483101 0.489895 0.475888 0.473866
threshold=0.31100865245000009 0.31168228495000011 48.823707093150006 0.31060447290000009 49.247968080500009 48.823707093150006 45.044778924400006 44.952171034750002 0.41973294215000007 49.064150740050003 48.823707093150006 0.55688452445000014 0.55788748840000013 0.48522499325000007 0.58035687555000015 0.61400856260000014 0.62071494865000021 0.66718062335000017 0.47648274005000008 44.202975721700007 0.4172030777500001 0.39170982905000007 0.41861022125000008 0.47721625100000004 0.48149755995000004 0.53866650695000018 0.58887458460000019 44.952171034750002 0.51017933595000009 0.35799826355000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 5 6 7 8 -1 10 19 18 -13 -14 -15 -16 -17 -18 -11 -3 21 23 -22 29 -25 28 27 -24 -26 -21
right_child=1 9 -4 -5 -6 -7 -8 -9 -10 11 -12 12 13 14 15 16 17 -19 -20 20 22 -23 26 24 25 -27 -28 -29 -30 -31
leaf_value=-0.10308028122248634 0.016247637460491595 0.0011889322376490673 -0.094352718618534323 0.035105721872337778 -0.10843383041979071 0.1059740399085638 -0.10423980739512767 0.092083318687502053 0.10209777236420065 0.025681880866905121 0.024667658082007739 0.10980425035986446 -0.10267090220430371 0.053302220885090172 -0.1235680847061881 0.07689155337966036 -0.10791618048120429 0.048633186358112805 -0.10689872380832695 -0.10935161981989 0.099994249832076318 -0.11276636942980277 0.0082328683836302673 0.033435430317029634 -0.025407299145944914 0.064067399911389725 0.018645450776128773 -0.11374565066770932 -0.1188880009881339 0.0051642962850191121
leaf_weight=0.31217557475610991 1.7977670694235706 278.38101374987775 1.3523010313510893 2.8565679236780852 0.50644388142973173 0.46913351118564606 0.23249742150073871 0.32255825959146023 0.11821302026510239 0.19662780314683859 4.5878281104378393 0.23904627561569247 0.34991879144217852 0.68056532181799445 0.34345691942144174 0.36594981327652909 0.32772040669806302 0.32260726403910667 0.51251136228529504 0.90667587693315155 0.75779909733682771 1.6604349997651286 0.69081157949403837 3.9818485006690025 1.3150370353832848 0.86901199119165529 4.6492359714175109 0.62910554325208068 0.92950164317153383 0.600782526191324
leaf_count=154 46 3523 16 18 14 3 19 3 2 2 35 1 61 20 54 9 21 42 103 44 6 133 25 21 18 9 106 19 43 63
internal_value=0.000730191 0.000479181 -0.0312323 0.016697 -0.0101186 0.0241121 -0.0148594 0.0127398 -0.0467249 0.000808539 0.00100796 -0.0171095 -0.00280737 -0.0140697 0.00112575 -0.0249893 0.00832601 -0.0302569 -0.0701372 0.000640465 -0.00834603 -0.0232277 0.014359 -0.00594591 0.00632692 -0.0283415 0.00348734 -0.0499051 -0.0641192 -0.0637124
internal_weight=311.265 306.448 3.15007 4.81759 1.96102 1.45458 0.985444 0.752947 0.430389 303.297 299.959 3.3384 2.62926 2.39022 2.0403 1.35973 1.01628 0.650328 0.709139 295.371 16.9902 10.2633 6.72695 8.60286 7.0954 3.11355 5.96915 1.31992 2.24454 1.50746
internal_count=4633 4420 62 213 195 181 178 159 156 4358 4045 313 208 207 146 126 72 63 105 4010 487 331 156 198 91 70 150 44 61 107
is_linear=0
shrinkage=0.1


Tree=803
num_leaves=31
num_cat=0
split_feature=1 0 2 2 0 2 0 2 1 1 2 1 0 2 0 2 2 2 2 1 2 1 0 2 2 2 1 1 2 2
split_gain=0.104987 0.294793 0.349177 0.249615 0.946416 0.614198 0.221071 0.140407 2.10937 0.673525 1.11173 0.687201 0.637459 0.629567 0.380871 0.250447 0.368643 0.269151 0.29959 0.260554 0.383887 0.364448 0.235655 0.829156 0.734632 0.610152 0.505093 0.332379 0.291763 0.836024
threshold=0.31100865245000009 0.39672464895000009 48.553014326500012 49.064150740050003 0.39614083410000006 44.952171034750002 0.39672464895000009 48.96897326980001 0.36042334060000009 0.32467590790000006 48.823707093150006 0.33894194785000004 0.53312775065000018 37.572218886150004 0.43572048740000008 48.393869453650005 47.927946529500012 46.095286511800005 47.079243513300007 0.34377713240000007 38.983591653800012 0.34422622080000004 0.47396784530000008 42.123054668150012 42.283941020600004 44.749265482150008 0.3584174126500001 0.34458549145000011 43.182896969600009 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=3 2 -2 4 5 -1 -6 9 -9 10 14 13 -10 -11 -3 16 17 19 -19 20 -13 -21 23 -23 -25 -26 -27 -24 -29 -30
right_child=1 7 -4 -5 6 -7 -8 8 12 11 -12 15 -14 -15 -16 -17 -18 18 -20 21 -22 22 27 24 25 26 -28 28 29 -31
leaf_value=-0.10339541429205135 0.016082840631790787 -0.010545198023194093 -0.06491053763208085 0.033296605177933696 -0.14929796532500889 0.093125135596597589 -0.040871411301371216 -0.15983286842299549 0.077938433592494125 0.0075450875776967566 0.11538211546142106 -0.0036415767431218246 -0.010352257686051844 -0.11321787971306924 0.062865683687247903 -0.02827938851082909 0.03842395291851855 -0.065314069553968956 -0.0053375931796270882 -0.040102492004472384 0.048666378060017806 -0.11858701138219481 0.02423439886501768 0.10676240753402902 -0.1199238574524036 0.11380709264777661 -0.10424291117003215 -0.00061942354261223576 0.031603527912125354 -0.0015534075325557882
leaf_weight=0.2017920617799962 0.83929821507263058 2.6819967217743392 1.4551620632410047 2.9299439415335655 0.40076227113604546 0.75056659115944058 0.35427602953859605 0.84629431960638513 1.1177042141316631 0.75138681652606365 1.3383029401302335 2.8216608008660833 3.0471820489910897 1.0146180391311643 0.95960270054638375 2.9455310371704391 2.6122524607926598 1.2777632737415836 2.3918819113459904 2.1820956394076338 2.7906376719474792 0.73254761051430195 6.1190608814358702 0.52322928607463814 0.48155104895704426 0.31337901949882507 0.16071368753910065 231.53671490321005 11.262809840933185 23.411784766503843
leaf_count=132 51 78 12 23 5 13 40 16 69 29 4 30 245 63 9 37 36 57 71 17 19 163 29 3 29 1 60 2719 96 477
internal_value=0.000652239 0.00042564 -0.0352837 0.0155858 -0.0148065 0.0514851 -0.0984225 0.000695763 -0.0159042 0.000974618 0.0374425 0.000355497 0.0133418 -0.0618365 0.0087994 0.000732195 0.00102828 0.000686721 -0.0262213 0.00103646 0.0223678 0.00060383 0.000927369 -0.0315848 0.011511 -0.0406406 0.0398899 0.00119138 0.000661719 0.00921644
internal_weight=310.253 305.615 2.29446 4.63734 1.7074 0.952359 0.755038 303.321 5.01118 298.31 4.9799 293.33 4.16489 1.766 3.6416 291.564 288.618 286.006 3.66965 282.336 5.6123 276.724 274.542 2.21142 1.47887 0.955644 0.474093 272.33 266.211 34.6746
internal_count=4633 4420 63 213 190 145 45 4357 330 4027 91 3936 314 92 87 3844 3807 3771 128 3643 49 3594 3577 256 93 90 61 3321 3292 573
is_linear=0
shrinkage=0.1


Tree=804
num_leaves=31
num_cat=0
split_feature=2 2 2 1 0 2 1 2 0 2 1 0 1 0 0 1 1 0 0 1 2 1 2 0 0 1 2 2 2 2
split_gain=0.0981387 0.807706 0.35101 0.373944 0.930457 0.952097 1.21341 0.335059 0.312352 0.306319 0.295648 2.09126 1.13107 1.09384 1.04139 0.727424 0.573099 0.521188 0.88056 0.471275 1.26986 0.994147 1.59623 1.06229 1.89225 0.92199 0.842108 1.28319 1.41408 1.39546
threshold=42.081757894750005 42.027798546600003 42.477827694800006 0.39500314360000005 0.50035927070000008 42.243697547450004 0.34542378970000004 42.498713093000006 0.55688452445000014 42.409092016550012 0.35585760905000008 0.48588365620000007 0.35210023650000005 0.47976108500000009 0.49588335680000006 0.36265381275000008 0.35799826355000003 0.49820364660000011 0.50035927070000008 0.34515433670000012 41.600558339100012 0.34503457980000002 40.621691032550004 0.47820424540000012 0.47721625100000004 0.34524415440000006 40.250747516500006 40.574766824850009 40.94178426300001 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=1 10 3 4 5 -2 -7 -4 -5 -10 12 13 19 16 -13 -16 -12 -17 -19 20 21 -1 -23 24 -24 -21 -27 -28 -29 -30
right_child=2 -3 7 8 -6 6 -8 -9 9 -11 11 14 -14 -15 15 17 -18 18 -20 25 -22 22 23 -25 -26 26 27 28 29 -31
leaf_value=0.0063270625343895262 0.01934050311806124 0.041039626546752445 0.047755333155573836 0.032562532522126528 -0.092930614163732758 -0.11857998371190455 -0.01031414365180112 -0.00023062927559492133 0.0094876403023212846 -0.064796614998277033 0.096202588324848806 0.070639103303029291 0.077643495931311188 -0.16239566127277061 -0.078083566678332605 0.046864503922243651 -0.10603213539904136 -0.05172669656992071 -0.00046880179583167619 0.046907855680023175 -0.065802067313632182 0.051672830015562637 -0.20248597111217312 -0.17301106827301826 0.12099347061714061 -0.025467577696221939 0.061311527102633524 -0.057562949149695557 0.049108235030162393 -0.0038464102966067255
leaf_weight=28.674381932647524 4.5993991269569943 5.1425301465787916 1.4779468346023339 2.4726839247159651 1.7325472147203971 1.5089988716426885 3.2969766273163259 94.137997910025661 1.4880708597193009 0.88540474325418461 0.31249526511964987 2.0079257492907336 2.1143261108081779 1.2307255170308051 1.2436326406896103 2.2129661142826071 0.25403944752179086 3.4672139778267583 100.41238695828116 5.9646980483084908 3.1468823656905434 0.90835172766674022 0.31667859572917212 1.0938437776640055 0.42156699299812317 7.4805990985805684 4.4970209217863184 3.3141477890312698 7.1399808721616891 16.421625209972262
leaf_count=381 36 36 17 21 35 39 26 1829 43 12 12 25 36 16 12 12 34 28 1562 38 47 9 58 10 1 55 27 19 56 101
internal_value=0.000589088 0.00192697 -0.00178192 -0.0154986 -0.0255878 -0.0131827 -0.0443079 0.000511095 0.00768937 -0.0182235 0.000882835 -0.00247179 0.00545787 -0.109465 -0.000713167 -0.00204795 0.00551865 -0.00115665 -0.00217965 0.00353516 -0.00523912 0.000827587 -0.0567157 -0.110455 -0.0177666 0.0103015 0.00468175 0.0118706 0.00359787 0.0122007
internal_weight=309.378 197.778 111.6 15.9841 11.1379 9.40537 4.80598 95.6159 4.84616 2.37348 192.635 111.141 81.4941 1.79726 109.344 107.336 0.566535 106.093 103.88 79.3798 34.5617 31.4148 2.74044 1.83209 0.738246 44.8181 38.8534 31.3728 26.8758 23.5616
internal_count=4633 2575 2058 212 136 101 65 1846 76 55 2539 1701 838 62 1639 1614 46 1602 1590 802 506 459 78 69 59 296 258 203 176 157
is_linear=0
shrinkage=0.1


Tree=805
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 1 0 1 2 2 0 2 2 0 0 2 0 0 0 2 2 2 0 2 1 1 2 2 1 2
split_gain=0.0993664 0.232063 0.845385 0.527077 0.34236 0.39286 0.180399 0.174723 0.610334 0.248849 0.133467 0.125034 0.105875 0.0872214 0.575818 0.843619 0.530469 1.03294 0.619536 0.514426 0.521779 2.66973 1.53112 0.983697 0.855535 0.932818 0.918261 0.790587 0.611355 0.755238
threshold=35.119813570500007 0.36551300860000008 0.50452082270000009 0.36476452800000009 34.969856643350006 0.34007963835000005 0.42314601355000009 0.40651477500000005 33.361153777850006 33.036871954450007 0.49405706415000006 35.374259656300005 35.771221912400001 0.47880302985000006 0.47787491390000009 39.746231405950006 0.47905751325000007 0.47938684470000009 0.47961138885000004 38.983591653800012 42.759119507950011 43.477771593600004 0.47774018740000007 42.686561923500008 0.34527409360000011 0.35799826355000003 44.131787411600008 43.968221017800005 0.34614233110000009 41.873095646600007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 9 -9 -7 -2 -13 14 19 -16 -15 -18 -19 -14 23 -22 24 28 26 -26 27 -23 29 -21
right_child=11 2 7 -5 -6 10 -8 8 -10 -11 -12 12 13 16 15 -17 17 18 -20 20 21 22 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.045956366792499211 -0.027737517098391753 -0.15756303933948101 0.019063061726713737 0.10634086910186072 0.059810438908020007 -0.11392532293164642 0.069766501302949008 -0.10198361925363215 -0.12220610701973883 0.084281138628006361 -0.029588202421321104 0.023362297134943935 -0.032501895074842725 0.037629141846348572 0.036750897261788172 -0.038532237086317048 -0.081576530605314113 0.035123763181453292 0.00025133518936362178 0.013847748462098564 -0.094461293993483963 0.0014819235430537402 0.11206719058384387 0.083208494531133687 -0.11624448359354822 0.0057258007983479325 -0.0040320776756730013 0.1157336410829124 0.063428646455302509 -0.027738566647355158
leaf_weight=0.19033135017525615 1.5879665022330289 0.32542872102931131 3.5910298454109579 0.74645622074604023 0.84030556678771962 0.36159661610690819 0.46094672055914998 0.089258449373119109 0.39542952163674272 0.36515376577153802 0.39006262272596359 1.9941221445251347 4.1566605286207041 3.9122497212374574 1.8156415335834015 8.2614290963392687 1.5233686175197352 5.2123147100210181 225.40240885606181 17.773778998518548 3.0354377780295208 1.1011366738275676 1.2939817309379584 1.8652419813442964 1.2405759654939186 1.2678420895244924 9.9807611095093289 1.3459737380035219 1.8434175564616442 5.7894633167088605
leaf_count=59 19 6 34 6 5 41 17 160 80 8 6 37 120 18 12 89 12 41 3055 224 127 47 5 9 28 74 142 7 37 108
internal_value=0.000537089 0.0117126 -0.00198702 0.033553 0.00933224 -0.0209023 0.0359473 0.00941365 -0.0313602 0.0476939 -0.0701598 0.000248554 0.000397278 0.000242993 -0.00313545 -0.0249681 0.00111278 0.000497361 0.00103952 0.00120446 0.00421506 -0.00838309 0.00771554 0.0131148 -0.0013248 -0.0545964 0.00942744 0.0643233 0.00796881 0.00363004
internal_weight=308.16 7.756 4.7663 2.9897 2.24324 1.40294 0.651278 4.44087 0.849842 0.454412 0.751659 300.404 298.816 296.822 60.7713 10.0771 236.05 232.138 230.615 50.6943 46.5376 19.2657 16.2303 27.2719 14.9363 2.50842 12.4279 2.44711 25.4067 23.5632
internal_count=4633 422 288 134 128 123 76 282 248 168 47 4211 4192 4155 1029 101 3126 3108 3096 928 808 430 303 378 298 102 196 54 369 332
is_linear=0
shrinkage=0.1


Tree=806
num_leaves=31
num_cat=0
split_feature=2 2 2 0 1 1 2 2 2 2 1 2 1 1 0 0 1 1 2 1 2 2 2 1 0 2 2 0 2 0
split_gain=0.0966025 0.558052 0.485475 3.31555 2.95707 1.22603 0.913218 0.416506 0.636504 0.820541 0.792067 0.418531 0.866657 1.08004 0.370552 1.68072 1.71558 1.04231 0.833654 0.677111 1.04255 0.587062 0.337233 1.30979 1.20224 1.04657 0.384958 0.458654 0.601635 0.542966
threshold=39.032633164100012 38.983591653800012 39.262923716450011 0.52252926560000013 0.39078171310000004 0.45218706025000005 39.354247760400007 39.788107623550012 40.003678352300007 40.148327922700012 0.37977904855000005 39.656620114300004 0.34527409360000011 0.39019789825000006 0.47604862130000009 0.48001556840000009 0.35696536035000009 0.36042334060000009 38.110427674550003 0.34377713240000007 37.817254840650008 37.345948426100009 40.467253020850002 0.42039160505000012 0.55788748840000013 40.300545846000013 40.767054867700004 0.54504356155000011 40.636252116050009 0.48458129995000004
decision_type=2 2 2 2 2 2 2 2 2 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 -2 -5 -6 -4 11 10 -10 -9 12 -8 -14 18 -16 -17 -18 19 -1 21 -21 23 25 -25 -11 27 29 -29 -24
right_child=2 -3 6 4 5 -7 7 8 9 22 -12 -13 13 -15 15 16 17 -19 -20 20 -22 -23 26 24 -26 -27 -28 28 -30 -31
leaf_value=0.012773613028344129 -0.12547225276741533 0.063740564596234561 0.056710067670469336 0.11573049488475269 -0.118245968918521 0.020052093064971507 0.041532053086052324 -0.0025041983714674484 -0.039072628978185253 -0.0045608653707600449 0.060444841403794608 -0.040249786910398433 -0.077300490220375398 0.0046936592662550243 0.08169737101894109 -0.10973484233744757 0.086077343925352004 0.0013051020725717523 -0.13437380692018625 -0.10675434862031459 -0.19505585578925 0.10253489753309297 -0.026377903341632515 -0.14040442891280347 0.0067764720600211811 0.052752214044065909 0.0007648034771553275 -0.0085358419685151697 -0.097798595672984587 0.02303824229404865
leaf_weight=3.4026853203777128 2.2653722390532485 1.5312276193799323 2.8435739940032354 1.9466821551322935 1.257139057852328 1.3079355575318912 2.8865960637340304 4.0603114105761042 5.3086407672599298 5.7101470921188575 3.937056300279437 4.9463937834370872 2.44432386016706 4.6867320928431582 2.7120307348668566 1.3645891249179829 1.4981455504894245 45.520392207592806 0.59663755184737954 0.23741594987950509 0.44366663263645023 0.30776752578094602 5.5185084508266282 0.95394879579544012 1.3270441439581189 7.2080165214720182 184.09311066623195 1.575165169197134 1.45030271028736 3.7239022338762879
leaf_count=143 19 17 17 7 15 27 15 35 72 40 39 51 26 59 16 13 17 824 18 70 8 5 114 7 45 47 2795 19 22 31
internal_value=0.00048802 0.00417869 -0.000364398 -0.0267629 0.0227995 -0.0477276 0.000372831 -0.000295138 0.000779893 -0.000241783 0.0284852 -0.0164497 -0.00469803 -0.0234116 0.00255249 0.00509222 0.000798257 0.00400619 -0.0234627 -0.00839421 -0.0812338 0.0113938 0.000732592 0.0150831 -0.054777 0.0274184 -0.000378193 -0.0175301 -0.0513253 -0.00646742
internal_weight=307.065 57.6146 249.451 6.77713 4.51176 2.56507 242.674 239.83 224.866 216.869 7.99737 14.964 10.0177 7.13106 56.0833 51.0952 48.3831 47.0185 4.98817 4.39154 0.98885 0.545183 211.56 15.1992 2.28099 12.9182 196.361 12.2679 3.02547 9.24241
internal_count=4633 1131 3502 68 49 42 3434 3417 3266 3192 74 151 100 85 1114 870 854 841 244 226 83 75 3120 139 52 87 2981 186 41 145
is_linear=0
shrinkage=0.1


Tree=807
num_leaves=31
num_cat=0
split_feature=1 0 2 1 2 2 2 1 0 0 2 2 1 0 0 1 1 0 0 1 0 2 1 0 1 1 1 2 2 0
split_gain=0.0918929 0.229922 0.282253 0.209054 0.589168 0.383974 0.207437 0.306216 0.116485 0.255477 0.397273 0.093667 0.249322 0.729178 0.244005 0.305231 0.219429 0.630931 0.387718 0.180927 1.00894 0.69058 0.151936 0.322953 0.137573 2.07796 0.990818 0.998024 0.708873 1.02104
threshold=0.31100865245000009 0.39672464895000009 48.553014326500012 0.31060447290000009 49.247968080500009 48.823707093150006 45.044778924400006 0.30560462260000004 0.41160444300000004 0.42615490555000007 35.771221912400001 35.119813570500007 0.36551300860000008 0.50452082270000009 0.49877249185000011 0.34007963835000005 0.37644082515000005 0.5116313883000001 0.51484985480000012 0.34007963835000005 0.4413939702500001 37.572218886150004 0.38906020780000011 0.54413041525000005 0.3459626957000001 0.34608245260000009 0.34584293880000011 42.684965421050009 39.476991512000005 0.47787491390000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 10 -10 12 14 -14 15 -11 -15 -18 -19 20 -13 -22 -20 -24 26 -26 28 -28 29 -21
right_child=1 8 -4 -5 -6 -7 -8 -9 9 11 -12 19 13 16 -16 -17 17 18 22 24 21 -23 23 -25 25 -27 27 -29 -30 -31
leaf_value=-0.10171246283888893 0.015055755842674119 0.031794083865081389 -0.057767598092429685 0.031422882742436757 -0.10780087442489904 0.10491269739150021 -0.10351250294367853 0.053360868971570163 0.030830606422983544 0.070553163722190865 -0.10870170504914228 0.012563334982381975 -0.15101403369913735 0.10172849649018989 0.071071370395151157 -0.026061051823767386 -0.13104821654410351 0.10395298437793701 -0.029368413241606103 -0.0038471532635880471 0.01612983285312047 -0.11889149807696218 0.051705479817480776 -0.022634835669623238 -0.09025118663646578 0.00022202059141110213 0.0072913955714461812 0.081829688310133444 -0.0019265516355443128 0.067532603154235024
leaf_weight=0.17253777366022294 0.83678020834849975 1.1833650178159576 1.4623367097228763 2.8071881372015923 0.47368077561259259 0.39363236725330353 0.20015613036230206 0.48605664880597033 0.33498979209161817 0.51338537037372522 0.5220388502930291 3.6375178154557934 0.30682379542849947 0.23857041355222453 1.1480132546275852 0.90069499854871538 0.32313413079828013 0.42978164553642306 1.0094038154929879 4.3417044840753061 0.53906012699007977 1.2741455641807986 1.2526252153329553 1.0953958610025436 2.5746228061616412 181.53001123266313 4.2372603341937056 3.1182329067960382 84.909675710368901 3.721838541328907
leaf_count=134 51 29 12 18 14 3 19 25 19 19 152 32 6 3 6 39 4 4 10 28 6 68 14 247 17 2954 20 67 592 21
internal_value=0.000452137 0.000239616 -0.031263 0.0145839 -0.0128023 0.0231283 -0.0143598 0.0127349 0.000481736 0.000357377 -0.0541622 0.000514645 0.0117672 -0.00202019 0.036821 0.00901498 0.00849161 0.00307999 0.0145242 0.000234469 -0.0178125 -0.0787501 0.00307643 0.0170243 0.00058031 -0.00104321 0.00355949 0.0388906 0.000764299 0.0290991
internal_weight=305.975 301.441 2.29912 4.53325 1.72606 1.25238 0.858751 0.658594 299.142 297.959 0.857029 297.102 7.21783 4.65573 2.56209 1.41408 4.34891 4.11034 3.78721 289.884 5.45072 1.81321 3.35742 2.34802 284.433 184.105 100.329 7.35549 92.9732 8.06354
internal_count=4633 4420 63 213 195 181 178 159 4357 4328 171 4157 352 288 64 58 282 279 275 3805 106 74 271 261 3699 2971 728 87 641 49
is_linear=0
shrinkage=0.1


Tree=808
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 1 0 1 2 2 1 2 0 0 0 1 2 0 0 1 2 2 2 2 1 1 0 0 0
split_gain=0.0895613 0.182315 0.191905 0.296215 0.0950751 0.875898 0.788492 0.781907 0.497768 0.431646 1.15535 1.45689 1.11539 0.986439 1.35495 0.842652 0.655461 2.20695 0.723227 1.53093 0.627657 0.58718 0.423437 0.458336 1.17452 0.772664 0.62453 0.841335 0.499701 0.440136
threshold=0.50056884525000012 48.109449608500007 0.63013083440000017 45.044778924400006 0.48077901860000011 0.48032993025000009 0.35331277505000008 0.47396784530000008 0.34458549145000011 41.873095646600007 42.431220712750012 0.34587287805000005 41.741384785950011 0.48001556840000009 0.47787491390000009 0.47500074850000013 0.34536391125000004 41.16018805045001 0.47976108500000009 0.47943175355000006 0.34548366815000003 42.455548714850003 41.559097512700014 41.257948413050009 40.806664626150003 0.34521421515000011 0.34515433670000012 0.47847369840000004 0.47550971530000002 0.47736594710000008
decision_type=2 2 2 2 2 2 2 2 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 9 -8 -6 12 15 13 16 14 21 -11 18 -18 19 22 -17 -12 23 24 25 26 27 29 -26 -1
right_child=1 -3 -4 -5 8 -7 7 -9 -10 10 11 -13 -14 -15 -16 20 17 -19 -20 -21 -22 -23 -24 -25 28 -27 -28 -29 -30 -31
leaf_value=-0.0093558416783411022 -0.10040368816986874 -0.00014669801394809163 -0.10826091269812153 0.10515778036378609 0.048574368151819584 -0.061473415735985006 -0.010264734221004665 0.075164165054360341 0.0011633898988693977 0.015205282863307336 0.08466710543186251 -0.073949067385357892 0.054761246097512477 0.06295537504673876 -0.060260059130459523 -0.13026044755735958 -0.018771312588895736 0.083626787845861139 -0.064662085452000195 0.059358083462772819 -0.037657548588407475 0.0026095575637321228 -0.06330503941196812 0.01655262401242073 -0.037215868999486798 -0.084165234795355648 0.066835890113746674 -0.071319082764372418 -0.14160112866315069 0.035472132237115588
leaf_weight=8.8542094700496978 0.14343007302431887 1.457476929106633 0.39214425227953598 0.13711529970169067 2.2372549923602483 2.4302077516913405 1.8056689471377456 2.6346270982176065 217.405406886131 1.0507460319131485 0.91176877403633128 2.7476089912815942 3.895620388473616 2.4525480419397345 3.5965104677015907 1.6435946496203544 5.1880767307593469 3.5416156500577927 2.119875192642211 3.3494024798274031 1.3195813801139591 20.010902165895459 1.5489221965544846 5.2913334135664618 0.86440997606405179 1.2377624832133722 1.212876275181771 1.8204973777756102 0.97684809286147356 2.9100781604647628
leaf_count=309 193 95 323 1 12 18 144 20 2710 38 8 38 21 7 39 40 37 29 13 15 14 359 19 27 26 15 5 26 20 12
internal_value=0.000411162 -0.0200218 -0.0630842 6.35628e-05 0.000554784 -0.00231934 -0.000544243 0.0404241 0.00164631 -0.00292078 -0.0113805 -0.00457923 0.00374506 0.00248748 -0.00356087 -0.0617378 -0.00136184 0.0227714 -0.00834103 -0.00408705 -0.0890219 0.00618546 -0.0126845 -0.00930024 -0.0169525 -0.00826676 -0.00191817 -0.00805667 -0.0925957 0.00173305
internal_weight=305.188 2.13017 0.67269 0.280545 303.058 83.4153 80.9851 4.4403 219.643 76.5448 33.7333 29.7193 42.8115 26.9717 24.5192 4.01392 38.9159 8.72969 30.1862 28.0663 2.96318 20.9227 24.7169 23.168 17.8767 16.0354 14.7977 13.5848 1.84126 11.7643
internal_count=4633 612 517 194 4021 1299 1281 164 2722 1117 543 451 574 413 406 92 553 66 487 474 54 367 459 440 413 367 352 347 46 321
is_linear=0
shrinkage=0.1


Tree=809
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 0 2 2 1 0 0 0 2 2 0 1 2 0 0 0 0 2 1 1 0 1 2 1 1
split_gain=0.536914 1.73453 3.11798 2.37355 1.42208 0.993591 0.886209 0.855018 1.15882 0.985115 2.1415 1.2483 1.63246 1.12908 2.08658 0.953677 0.85854 0.935676 2.47605 1.67095 1.21284 0.840213 1.84245 0.759657 1.35922 0.739446 0.770818 0.730503 0.712781 0.659151
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.37323732825000006 0.50101793360000013 0.48077901860000011 41.965446242000006 42.123054668150012 0.34515433670000012 0.47976108500000009 0.47943175355000006 0.47774018740000007 40.300545846000013 39.571921479100006 0.47736594710000008 0.34494476210000008 43.276780833950006 0.47757552170000012 0.47774018740000007 0.47550971530000002 0.47673722340000008 42.206017975500011 0.34007963835000005 0.32012514595000008 0.47500074850000013 0.34482500525000009 41.600558339100012 0.3459626957000001 0.32467590790000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 -2 6 7 9 -9 10 11 12 15 14 28 29 23 18 21 20 -19 22 -18 24 -10 -25 -27 -3 -11 -1
right_child=4 3 -4 -5 -6 -7 -8 8 16 13 -12 -13 -14 -15 -16 -17 17 19 -20 -21 -22 -23 -24 25 -26 26 -28 -29 -30 -31
leaf_value=0.00067694697293816644 -0.0024285343236308127 0.00082518585559374351 -0.0022774424757642069 -0.00077633576306221244 5.8460918799406159e-05 -0.001210008074597486 0.00034249734077989311 -0.0018012692458718972 8.5108664944189878e-05 0.0015338678064275389 -0.0020951889600730146 0.0012068056665792621 -0.0011631942129999332 0.00077875652942773084 -0.0014666235424184017 0.0010379892859394275 0.0020980128570986141 0.00044564350383055428 -0.001862114728639659 0.00077291940542803365 -0.0018021076335189442 0.0007804492547257455 -0.0022533622887458689 0.0014535301400164511 -0.0023047443829951196 -0.00041345547008506388 0.0011020340602908355 0.0018504346167367972 -0.00027602020280121254 -0.00026043622962061566
leaf_weight=3.8297135964676405 0.88901533558964629 5.9241680875420553 2.0150131076225071 2.6728488126536822 155.5322140749015 1.9666792564094056 79.956392746185884 1.586507511732633 9.7305230276069796 2.1033673259953534 1.791591279208659 3.5240293890237799 4.1359546650201073 17.32049061357975 2.7622303504031152 4.0648098289966574 0.53912025690078902 1.5161180992145076 4.5556244030594826 5.2783111482858658 2.3588713239878416 3.0392222898080945 1.2223256364231927 2.8784710019826871 1.0099327072966833 3.0907264724373817 2.2151407031342387 4.8670652080327272 1.3890790013465446 11.680497525430836
leaf_count=137 17 32 22 40 2713 18 475 29 213 12 11 14 41 114 21 14 3 76 67 23 38 23 59 12 39 28 19 31 48 244
internal_value=0.000129304 0.000199624 0.000147608 0.000877869 4.43262e-05 0.000175765 0.000191649 6.0008e-05 -0.000159913 0.00022315 -1.86761e-05 0.000117922 -4.39122e-05 0.000520894 -0.00019318 0.000192578 -9.03511e-05 -0.000390607 -0.000826652 5.51077e-05 -0.000922658 0.000155957 -0.00092155 0.000203318 -0.000139611 0.000653349 0.000219245 0.00128759 0.000814006 -2.89817e-05
internal_weight=345.446 189.025 175.561 13.4641 156.421 173.546 171.579 91.6227 39.0209 52.6018 29.0266 27.235 23.711 23.5752 6.25468 19.575 37.4344 18.5096 9.35629 9.1533 3.87499 4.80067 1.76145 18.9248 10.7405 8.18434 5.30587 10.7912 3.49245 15.5102
internal_count=4633 1903 1800 103 2730 1778 1760 1285 629 656 461 450 436 195 81 395 600 289 152 137 114 85 62 311 252 59 47 63 60 381
is_linear=0
shrinkage=0.00196078


Tree=810
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 0 2 2 2 0 2 0 0 1 1 0 1 0 1 0 0 2 0 1 1 0 1 1 2 2
split_gain=0.0819452 0.266312 0.284774 1.06122 0.526265 0.159966 0.159503 0.261848 0.278825 0.253197 0.204295 0.756856 0.195698 0.719298 0.240221 0.15405 0.399974 0.254735 0.171496 0.343469 0.149639 0.152334 0.130176 0.260964 0.462415 0.129184 0.358506 0.501194 0.295563 0.641455
threshold=49.292797572200008 49.064150740050003 0.31118828780000007 0.39614083410000006 44.952171034750002 0.39672464895000009 47.927946529500012 46.095286511800005 47.079243513300007 0.59336546810000013 47.142075646500011 0.54191491270000014 0.47721625100000004 0.38045268105000002 0.44922307715000004 0.58035687555000015 0.4995808509000001 0.57927906350000014 0.50056884525000012 0.66718062335000017 0.3972336157500001 37.688226470200007 0.47648274005000008 0.39670967935000007 0.3975479776000001 0.61797550970000004 0.46551001470000003 0.46280051495000007 43.477771593600004 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=1 2 3 4 -1 -2 7 25 9 -9 -10 -12 -8 -14 -15 17 -17 22 -18 -20 -5 -22 -7 -24 -25 26 27 -4 29 -27
right_child=5 -3 6 20 -6 15 12 8 10 -11 11 -13 13 14 -16 16 18 -19 19 -21 21 -23 23 24 -26 28 -28 -29 -30 -31
leaf_value=-0.10331410938809721 -0.10800918120774972 0.038363073927030568 0.00045251029432983973 -0.12832363422570622 0.089868383023021609 0.0049151129043628035 -0.0045391142889996397 -0.10764468047522752 0.043568191190606433 -0.019906022346062223 -0.1128246777755969 0.023760988546918157 0.083098266957470607 -0.018235734431329864 0.02674099618403469 -0.11681542853861722 0.08134888552735578 0.059497764344743992 -0.10519707746946186 0.046765078063048499 0.017570933934580226 -0.10442104595207319 -0.10557374532801503 0.10887844088280008 -0.10234497635020659 0.046898134040801287 -0.032922512083672216 0.050802563740123298 0.068051622619395263 -0.10603476527874001
leaf_weight=0.17980692371383966 0.17074800841510196 1.8648252801503975 275.28263632400285 0.71358483657240845 0.65365488536190242 1.5215239822864539 3.928248926997183 0.64748844318091803 0.62097553350031409 0.66848508483963087 0.61646381532773364 1.1866182667727114 1.5481537468731401 2.3376458096317947 2.4135767356492579 0.42963893528212771 0.20618157833814621 0.63083297573029984 0.27983908461465035 0.317476958676707 0.1767175288987346 0.24327485566027462 0.37514847182319488 0.22017042338848114 0.19583295422489755 0.77184603579274769 3.1860669725083417 1.9912968482822169 0.91479451206396323 0.42542990151196136
leaf_count=132 6 31 3082 12 13 10 22 41 16 22 26 39 9 32 37 72 3 18 34 40 12 36 42 1 88 256 294 11 76 120
internal_value=0.000493328 0.000690614 0.000455268 -0.0374682 0.0481921 -0.0131376 0.000706826 0.000268487 -0.0260179 -0.0630754 -0.00590016 -0.0229369 0.0129777 0.023901 0.00461203 -0.00925914 -0.038931 0.00317141 0.00271466 -0.0244283 -0.10045 -0.0530913 -0.0121928 -0.0450944 0.00944534 0.000616405 0.000430856 0.000814109 0.0252553 -0.00744375
internal_weight=304.719 300.372 298.507 1.96704 0.833462 4.34739 296.54 286.312 3.74003 1.31597 2.42406 1.80308 10.2276 6.29938 4.75122 4.17665 1.23314 2.94351 0.803498 0.597316 1.13358 0.419992 2.31268 0.791152 0.416003 282.572 280.46 277.274 2.11207 1.19728
internal_count=4633 4319 4288 205 145 314 4083 3983 144 63 81 65 100 78 69 308 149 159 77 74 60 48 141 131 89 3839 3387 3093 452 376
is_linear=0
shrinkage=0.1


Tree=811
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 1 1 1 1 0 0 1 1 1 1 2 2 1 2 2 2 1 0 2 0 1 1 0 0 0
split_gain=0.0970756 0.323798 0.228966 0.209429 0.339532 0.226882 0.141925 0.199067 0.212374 0.14881 0.127874 0.301493 0.430702 0.364783 0.37327 0.340515 0.606144 0.373783 0.192636 0.651856 0.161345 0.142668 0.756319 0.770342 0.409095 0.211438 0.444307 0.99666 1.51092 0.871713
threshold=0.62376874945000005 0.47634801355000006 0.58454836680000011 40.722669576350008 40.767054867700004 0.49585341755000006 0.57854555250000017 0.4985778869000001 0.52366695605000013 0.65010029640000011 0.60710757165000018 0.46551001470000003 0.46280051495000007 0.48616807880000007 0.4830394299500001 42.123054668150012 41.772405911750006 0.46636328255000009 43.477771593600004 37.500638522700008 48.96897326980001 0.4529056016000001 0.58249753000000004 37.817254840650008 0.58634472020000017 0.44618424600000006 0.43837010870000009 0.56300709560000006 0.57559653900000007 0.57161462230000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 -3 -5 -6 7 -7 9 -9 11 12 21 14 15 16 17 -13 19 -12 -20 25 23 -23 -24 26 29 -28 -29 -1
right_child=1 2 -4 4 5 6 -8 8 -10 -11 18 13 -14 -15 -16 -17 -18 -19 20 -21 -22 22 24 -25 -26 -27 27 28 -30 -31
leaf_value=0.00028890974964651235 -0.10867069710375794 -0.10416029806302846 -0.10740180964218451 0.11204527105565881 -0.06573020689361618 0.077211464442198646 0.077299627558188699 0.040463281673867854 -0.10235903242534677 -0.032086938981539873 0.10522000476187798 0.010727474157208811 0.047967595728013838 -0.10400440442460877 0.025184883386658002 -0.11322981416250621 0.11217865533549537 -0.10718684757970927 0.063355306411439313 -0.10398703164367712 -0.0033216257001029482 0.011140039085463587 0.066591583772698165 -0.10514245908535075 -0.014319004959020174 0.013922165617566644 0.018728477599568149 -0.1327029362002462 0.032936118391090778 0.070478510725039564
leaf_weight=269.60756047005452 0.34173434091280741 0.17663264748046081 0.20780820323926708 0.28205624222755465 0.47630992927588556 0.27863961784169067 0.27904411277268071 0.53833490628312552 0.23355020033704921 0.59541470547992503 0.24292191710173883 0.50619448166980852 1.9241116940975178 0.53684005128070555 1.3473627738712819 0.51324462820775796 0.28450167179107655 0.57332166137530294 1.1307012910838237 0.38494871192597202 0.53445638698758546 0.96830035654420443 1.120511756045744 1.3840104618575422 1.4128339159506138 11.755676716144078 2.1595244135169187 1.5731988652842122 0.84729753213468928 1.7810974046878971
leaf_count=3186 38 169 115 1 14 4 7 17 102 27 27 13 9 147 20 20 1 89 73 85 31 17 12 118 36 124 20 34 30 47
internal_value=0.000441401 -0.0163373 -0.00605191 0.00131224 0.00825501 -0.0039362 0.0113538 0.000173738 -0.0155256 0.00236186 0.000631719 0.000450883 0.000810157 -0.0276814 -0.014975 -0.0437988 -0.0176738 -0.0518958 0.0241564 -0.0230452 0.0419544 0.000500065 -0.0164451 -0.0572762 0.0214682 0.000787799 0.000228303 -0.0306586 -0.0747208 0.000749557
internal_weight=303.998 3.40952 3.06779 2.85998 2.68335 2.40129 1.92498 1.64594 1.3673 1.13375 300.589 298.296 294.534 3.76147 3.22463 1.87726 1.36402 1.07952 2.29303 0.627871 1.66516 292.61 4.88566 2.35231 2.53335 287.724 275.969 4.58002 2.4205 271.389
internal_count=4633 494 456 341 172 171 157 150 146 44 4139 3923 3633 290 143 123 103 102 216 112 104 3624 183 135 48 3441 3317 84 64 3233
is_linear=0
shrinkage=0.1


Tree=812
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 0 1 2 2 2 2 2 0 0 1 2 0 2 2 2 2 1 0 0 0 2 2 0 0 1
split_gain=0.0830832 1.01621 0.429113 0.643453 0.625651 0.387456 0.488979 0.57774 1.07118 0.847836 0.474446 0.371497 0.46392 0.628576 0.357796 0.352129 1.50311 1.12622 0.927149 0.412158 1.382 0.534344 0.51694 2.1848 0.731323 0.591508 1.42571 4.79427 0.862472 2.59722
threshold=0.39563186730000005 0.39995808510000008 0.39431454150000006 0.39170982905000007 0.53146612375000013 0.5218855723000001 0.39900002995000006 43.61821939175001 43.663128814500006 36.558960102350007 49.960114208400007 37.232443001650005 0.54191491270000014 0.54353163080000011 0.40115565405000009 41.835830569250014 0.53634621715000008 42.081757894750005 41.600558339100012 41.542492784600007 41.243661560350013 0.42111014640000005 0.54191491270000014 0.54353163080000011 0.54413041525000005 40.806664626150003 40.003678352300007 0.55688452445000014 0.55131582885000008 0.43967246490000006
decision_type=2 2 2 2 2 2 2 2 2 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 -5 -2 7 9 -9 -7 -10 12 -3 -14 -13 16 -16 -17 19 20 22 -22 -18 -24 -25 26 28 -28 -26 -30
right_child=1 11 -4 4 -6 6 -8 8 10 -11 -12 14 13 -15 15 17 18 -19 -20 -21 21 -23 23 24 25 -27 27 -29 29 -31
leaf_value=0.0013613017294114467 0.035388249785131359 -0.11955792217197206 0.032225518283760662 -0.10718267620484619 0.0080708848089290908 0.012729364392861597 -0.12519923602076674 0.12104109071338882 -0.10528326227239758 -0.10776642575321371 0.053888361322977835 0.037895288554225297 0.094736848528753581 -0.049828860915272437 -0.1201326127928599 0.054298181237616573 0.025324637680787389 0.00095725376480410886 -0.080546952817710835 0.048364596309056374 -0.12205278518689129 -0.029205071653159709 -0.09714134264673463 0.064328951462103698 0.039930581352247585 0.023473284023837807 -0.17882245412297335 0.010210161471371097 -0.11425874199644392 0.016684795621678957
leaf_weight=205.04955210198113 0.54866214649518852 0.55244980694260393 4.4448374288622281 1.0790804973366892 0.83583033352624614 0.88024661317467723 0.79091513506136824 0.55190931074321248 0.61218216695124283 1.7347233493346719 0.26979383267462254 2.6249609652440986 0.402911216020584 1.1863525034416396 1.1099197368603189 4.5839075494586714 8.0686922892928106 28.999409113901493 1.4701073713877111 1.7059092746567319 1.2029688693583005 1.2786974405098588 2.2899621725082389 1.8922690078616167 5.4529169835150304 7.9064258730577412 1.9475997705012549 4.3125485569416924 1.9055119981057922 7.3864337484628777
leaf_count=2203 5 25 35 84 23 13 16 2 99 98 6 15 3 361 29 61 32 876 56 21 10 34 13 6 24 84 21 117 65 196
internal_value=0.000392457 -0.00212193 0.00148271 0.000822467 -0.0568762 -0.0442533 -0.0532819 -0.0392333 0.0117791 -0.0672053 -0.0565931 0.000509296 -0.0406188 -0.0131785 0.0015562 0.000385976 -0.0051157 0.00823795 -0.0023891 0.000144537 -0.00174023 -0.0742123 0.00262908 -0.0029044 0.00410121 0.000159276 -0.00861627 -0.0485999 0.00835938 -0.010168
internal_weight=303.078 91.6684 211.409 206.964 1.91491 5.38843 4.83977 4.04886 1.43389 2.61497 0.881976 86.28 2.14171 1.58926 84.1382 81.5133 47.93 33.5833 46.82 45.3499 43.644 2.48167 41.1624 33.0937 30.8037 28.9114 21.005 6.26015 14.7449 9.29195
internal_count=4633 2288 2345 2310 107 239 234 218 107 111 105 2049 389 364 1660 1645 708 937 679 623 602 44 558 526 513 507 423 138 285 261
is_linear=0
shrinkage=0.1


Tree=813
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 0 0 0 0 2 1 2 2 0 0 0 1 1 2 1 2 2 2 0 2 0 1 2 1 0
split_gain=0.433291 0.860408 0.711604 2.29949 1.59113 0.933259 0.925677 0.916355 0.821022 0.984306 0.66015 0.598681 0.96813 0.580906 0.579456 2.23227 1.217 2.12428 1.27942 2.86736 1.17629 1.16175 1.0547 3.09108 1.44966 1.7327 1.02456 1.0187 1.70936 1.69161
threshold=42.081757894750005 42.027798546600003 0.35585760905000008 0.48588365620000007 0.34608245260000009 0.48654231910000006 0.47976108500000009 0.49588335680000006 0.48368312325000012 41.257948413050009 0.36265381275000008 41.808689985400001 39.852039223600009 0.49820364660000011 0.48104847160000008 0.48389269780000005 0.35799826355000003 0.34587287805000005 42.686561923500008 0.34479506600000004 43.477771593600004 42.720329370750001 43.157831852650006 0.48654231910000006 42.686561923500008 0.51809826055000008 0.35585760905000008 43.895345911700005 0.34479506600000004 0.47943175355000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 6 5 8 -4 -5 -1 -10 -9 12 -6 -12 16 -16 17 18 19 -2 -19 -20 23 -17 -25 -26 -24 29 -29 -23
right_child=14 -3 3 7 11 -7 -8 10 9 -11 13 -13 -14 -15 15 22 -18 20 21 -21 -22 27 26 24 25 -27 -28 28 -30 -31
leaf_value=0.00019292874431155172 0.0010172365761840418 0.00092045759980708916 -7.5453748109386814e-05 0.0013516247696332404 1.8182168403960027e-05 0.0012229637431724438 -0.0030781372809221574 -0.0013117598116404825 0.00020042901643114203 -0.0013685549257373352 0.0010283997989458055 0.00021950532077899087 0.0015387465493804518 5.464385192407205e-05 0.00089625792952165693 -0.0030769166873486908 0.00094136054182318921 -0.0027393407107677336 0.0017959992377857999 -0.0016947518348045302 -0.00054278376255567802 -0.0011778132437184881 0.00084971529350544349 0.00012335101984152735 -6.7952576512023051e-06 -0.0018396907000664182 4.4246131691218866e-05 -0.00014985435045731374 0.0011987626733470618 0.00047765586820527526
leaf_weight=67.588201372487674 2.1646076836477723 5.6962578139500684 0.57619635545415704 2.1484094299376002 2.0879854467348178 3.1340709328651419 1.2533548530191181 1.3347901701927174 3.1930264160037032 2.9645652621984482 2.4063142091035834 3.3335509821772566 7.0299994293600321 111.33200244930367 12.119864627718924 1.4589904919266725 3.5160814122646107 1.9177627769531675 1.4301447421312357 4.8735643182881176 1.8334150891751049 5.9426828145624331 7.4279984924942246 20.631612854675044 4.2531339302659026 3.7149372728454182 33.247663487913087 11.409062480102877 5.2882518321275702 3.9507912844419479
leaf_count=656 39 36 46 25 30 21 16 12 15 26 12 15 75 1590 103 16 101 27 4 71 17 156 34 210 26 84 965 166 26 13
internal_value=0.000115024 0.000168608 0.000148055 4.88001e-05 0.000280332 0.000175018 -0.00213248 8.28447e-05 0.000130482 -0.000554956 5.91566e-05 0.000930575 0.00119054 7.52452e-05 2.33864e-05 0.000118736 -0.000163262 -0.000263337 -0.000113283 -0.000860673 -0.00166576 7.44425e-05 -1.44871e-05 -0.00029301 -0.000150991 -0.000861342 0.000191337 -1.81488e-05 0.00027727 -0.00051673
internal_weight=339.259 214.079 208.382 119.051 89.3314 76.8799 1.82955 117.222 73.7458 6.15759 115.073 12.4515 9.11798 113.738 125.181 82.8542 42.3264 38.8103 35.0591 7.03817 3.75118 28.0209 70.7343 30.0587 28.5997 7.96807 40.6757 26.5908 16.6973 9.89347
internal_count=4633 2575 2539 1701 838 718 62 1639 697 41 1614 120 105 1602 2058 1438 620 519 475 110 44 365 1335 336 320 110 999 361 192 169
is_linear=0
shrinkage=0.00196078


Tree=814
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 0 0 0 2 1 0 2 0 0 0 0 1 2 1 1 2 2 0 2 2 0 2 2 0 2
split_gain=0.405996 0.83353 1.31491 1.20845 1.8701 1.35691 0.775019 2.38218 2.03107 0.555933 0.809329 2.14548 1.12696 0.652593 2.21455 0.856159 4.20994 1.1173 0.89164 3.12748 0.833217 0.492632 0.722087 2.60381 1.10277 0.539759 2.28903 2.34101 1.55143 1.73808
threshold=0.38906020780000011 0.52252926560000013 0.39019789825000006 0.39048232090000007 40.300545846000013 0.5116313883000001 0.52432561900000019 0.5261668812000001 39.065416244600009 0.38723391515000005 0.51657136015000005 36.654713368950006 0.52468488970000016 0.5132031975000001 0.51017933595000009 0.50291907430000016 0.37227927305000003 42.527280425250005 0.37323732825000006 0.36618664115000005 41.600558339100012 41.319407281650008 0.48588365620000007 39.852039223600009 38.474425342400004 0.48368312325000012 43.219899330700009 42.783136484500005 0.48265022005000008 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=9 2 -2 -4 -5 -6 8 -8 -3 10 13 -12 -13 14 15 18 20 -18 19 21 -17 22 -1 24 -24 28 27 -27 -23 -30
right_child=1 6 3 4 5 -7 7 -9 -10 -11 11 12 -14 -15 -16 16 17 -19 -20 -21 -22 25 23 -25 -26 26 -28 -29 29 -31
leaf_value=0.00014606493007567696 -0.0018439578163449361 -0.0006551389252211113 0.0014144963410465908 -0.0032819966324687433 -0.0021546073716779378 0.0013875144492625315 -0.0023105549330790284 4.2582221365295228e-05 0.0013844908708217449 0.00073121221871874469 0.0012964557844485217 -0.0020152096380458401 -0.00026505159502986726 0.00081258812958236648 -0.0018592244989888659 0.00073444879989844497 -0.0024959741068920735 -0.00020495111794450817 0.001136638629898723 -0.0022883198854953012 0.0018443117960152914 3.2253414249127559e-05 0.00041833369396041112 0.0016847545623616643 -0.00096344681187437282 -0.00018301883117936526 0.00085383869339789118 -0.0018656127500031934 -5.9943639840487957e-05 0.0016998151557670968
leaf_weight=53.053042685656692 2.3486778084188691 2.9657808640040439 1.4794054459780452 0.81129594985395703 0.60801012802403409 1.3152746341511372 1.6798201303026861 107.68366780395195 5.1134359060088173 6.200354201719164 1.9235547296702851 2.705030489130877 2.9650091168005019 5.7093418580479911 2.1071165837347499 5.7164452197030169 1.5760108809918159 1.7024934291839597 3.2929762676358214 2.0713311303697983 4.7712713927030563 68.18321403943628 9.2373865917325038 5.778980277478694 2.9233289547264567 16.253357127308853 6.1529051437973967 3.9521189481019965 3.9132048487663251 4.8105541989207268
leaf_count=606 22 20 6 25 51 17 76 2265 52 32 12 41 30 31 29 32 28 14 18 23 31 811 61 56 22 90 25 29 15 63
internal_value=0.000101079 1.17303e-05 -0.000668323 -1.30797e-05 -0.000785397 0.00026774 4.97315e-05 6.4381e-06 0.000635768 0.000152612 0.00013543 -0.000492952 -0.00110001 0.000159146 0.000140062 0.000161846 0.00063311 -0.00130627 0.000125729 0.00010685 0.00123937 0.00013532 0.000261058 0.000601125 8.61658e-05 4.88781e-05 -0.000193267 -0.000512128 0.000131869 0.000910443
internal_weight=339.004 124.005 6.56266 4.21399 2.73458 1.92328 117.443 109.363 8.07922 214.999 208.799 7.59359 5.67004 201.205 195.496 193.389 13.7662 3.2785 179.622 176.329 10.4877 174.258 70.9927 17.9397 12.1607 103.265 26.3584 20.2055 76.907 8.72376
internal_count=4633 2534 121 99 93 68 2413 2341 72 2099 2067 83 71 1984 1953 1924 105 42 1819 1801 63 1778 745 139 83 1033 144 119 889 78
is_linear=0
shrinkage=0.00196078


Tree=815
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 2 2 1 2 2 2 0 1 1 1 2 1 0 0 1 2 2 2 0 1 2 1 1 2 2
split_gain=0.0936662 0.27369 0.0883971 0.296277 0.208935 0.188954 0.201003 0.366769 0.162931 0.459965 0.113295 0.37637 0.70624 0.655554 0.561673 0.326298 0.638194 2.05893 1.68739 0.946771 0.568811 0.576643 0.373555 0.960038 0.637861 0.471672 1.25632 2.60368 1.17604 0.430695
threshold=0.39587138110000003 0.3733870243500001 0.62376874945000005 0.47634801355000006 0.58454836680000011 40.722669576350008 46.095286511800005 0.51869704500000013 40.767054867700004 45.044778924400006 47.74983977685001 0.58887458460000019 0.40272746325000003 0.39150025445000008 0.48522499325000007 44.279556297950009 0.4172030777500001 0.47943175355000006 0.47774018740000007 0.44618424600000006 44.749265482150008 45.205561619650005 43.895345911700005 0.53499895210000015 0.3465914194000001 43.564719632750005 0.34527409360000011 0.39814676205000005 43.477771593600004 44.131787411600008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 10 -4 5 -5 8 -8 -7 -10 15 12 13 -12 -14 22 17 18 20 -18 -17 -22 25 24 -24 28 -27 -28 -2 -25
right_child=2 -3 3 4 -6 6 7 -9 9 -11 11 -13 14 -15 -16 16 19 -19 -20 -21 21 -23 23 29 -26 26 27 -29 -30 -31
leaf_value=0.016979344627705645 0.00036367819621458092 -0.11056329426177179 -0.10784192504778103 -0.10382985065854551 -0.10672940757991499 0.1108232640085216 -0.057263429180606444 0.038880436691694983 -0.10472196506419691 0.068208077496131655 0.0025665639914934021 0.050276632805120541 -0.10937044720165122 0.068948332196176437 0.0028224209093219918 -0.11850934172711709 0.072527463376521148 -0.099612706188580313 0.10471640752028494 -0.033371616813980924 0.026292821423577407 -0.10517902428786784 0.0066384299859640105 -0.11379072772336091 0.063103571479324091 0.036432691231810331 -0.11988116149165307 0.021899076416381887 0.073161054844631521 -0.0057734261754722981
leaf_weight=0.40340852737426658 253.29476987534872 0.2886214439986361 0.3154061563791396 0.16177364823130425 0.19227309027411355 0.25906130671501182 0.89145345747238003 0.71503950131591409 0.21514332678998471 0.53952938271686435 10.804672561294867 1.937777777595328 0.92900967356035724 1.7252293954952609 0.85865571442991495 0.62533531046938051 1.6329897524847186 2.8473799828498159 1.3100521191954611 1.7478299068752674 1.3018471524119375 0.44856037816498417 4.0974906524643284 0.65539695974439272 3.9094156376086175 2.3402624919544897 2.6983525545801967 2.4909635951626115 2.2387763938168055 0.84512744308449328
leaf_count=18 2895 170 38 169 115 1 31 42 92 6 102 63 112 53 51 15 33 175 5 33 14 93 27 120 29 13 56 28 22 12
internal_value=0.000533642 -0.0362142 0.000617841 -0.015685 -0.00591227 0.00105553 0.00753119 -0.0144704 0.0423978 0.0189089 0.000797366 0.00891552 0.00331759 0.0117066 -0.0554817 0.000330214 -0.0174905 -0.0357421 0.0135998 0.0177793 -0.0366445 -0.00739822 0.000978392 0.0204515 0.0342078 0.000274608 -0.0243931 -0.0518241 0.00100147 -0.0529531
internal_weight=302.722 0.69203 302.03 3.28968 2.97427 2.782 2.62023 1.60649 1.01373 0.754673 298.74 16.2553 14.3176 12.5299 1.78767 282.485 9.91399 6.53317 3.68579 3.38082 2.37574 1.75041 272.571 9.50743 8.00691 263.063 7.52958 5.18932 255.534 1.50052
internal_count=4633 188 4445 494 456 341 172 73 99 98 3951 381 318 155 163 3570 368 302 127 66 122 107 3202 188 56 3014 97 84 2917 132
is_linear=0
shrinkage=0.1


Tree=816
num_leaves=31
num_cat=0
split_feature=0 1 2 2 1 0 2 2 2 2 0 1 2 1 1 2 1 1 1 2 0 1 0 0 0 2 2 2 1 0
split_gain=0.321491 0.458309 1.5821 1.37932 1.10052 0.846752 0.760926 0.697672 1.41312 0.603026 0.695174 0.57724 0.501436 0.438822 1.43067 1.55677 0.654755 0.577302 0.664403 1.89951 0.473259 0.641993 0.513679 0.638332 1.32113 1.10834 0.783959 4.41611 2.02641 1.64326
threshold=0.54504356155000011 0.43540612555000008 41.362929270750008 41.087689990200012 0.42209814075000007 0.55619592225000014 38.983591653800012 41.935569238650011 42.081757894750005 40.806664626150003 0.56345618395000019 0.43593006200000012 49.960114208400007 0.42926858475000007 0.43121463430000007 42.876019054300009 0.42473279245000012 0.42111014640000005 0.41917906650000009 40.890797847750008 0.53998383280000006 0.40206880030000008 0.5380527529500001 0.52507409960000018 0.5261668812000001 36.377496227400009 43.61821939175001 41.404176814550006 0.3975479776000001 0.53499895210000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 3 4 -2 6 -6 -4 -9 10 -7 -3 -10 16 -15 -16 17 18 20 -20 22 -22 23 -1 -25 -26 27 28 -27 -30
right_child=1 11 7 -5 5 9 -8 8 12 -11 -12 -13 -14 14 15 -17 -18 -19 19 -21 21 -23 -24 24 25 26 -28 -29 29 -31
leaf_value=0.00015409416137356888 0.00035820912379921465 0.0016419277273390796 -0.0027795620626886652 0.0015200121160062982 -0.00058937836324429249 -0.0022037773887940556 -0.0027989170000842665 0.0011700696317863979 -0.0021456771762862854 0.00088687869463535945 0.00032241970981607712 5.5583129414829648e-05 7.4493290984060354e-05 -0.0027505205750187637 0.0021305344077363246 -0.0023014332483284592 0.0010561323775425153 -0.00081926379946873945 -0.00017062185381140358 0.0019543993331186016 0.0004077685757517234 -0.00082430330405793483 0.0005721206413377627 -0.0023489729565897206 -0.0021930770815643003 0.0011363782778367249 0.00057144781178991122 -0.0025349657000815042 -0.0021380775025001903 0.00026538065477969835
leaf_weight=228.29663566211457 5.9164865955244768 0.89989659684942935 0.97516549285501142 2.0669455453753462 1.1572149615967648 0.82631648425012849 1.2427864819765089 0.92159131169319186 1.8972489879233765 1.2244746237993238 0.84924348350614309 44.108433579366874 0.49267762800445769 0.8359239333076397 0.84260506555438019 0.47733345875167288 2.997671876102685 2.4171364679932585 3.6962909698486319 2.8752530738711357 2.5608872128650537 4.4539355805609375 10.236004296690224 1.0476553358603293 0.91944605484605091 5.4103306345641631 6.3870298619149244 2.62735886638984 1.7368086059577761 2.9536022320389748
leaf_count=2211 61 7 14 6 28 23 17 5 80 4 20 1437 28 21 5 73 34 16 17 23 20 32 47 46 22 35 148 75 64 14
internal_value=0.000109547 -1.75421e-05 -0.000286111 4.81338e-05 -0.000223099 -0.00087202 -0.00173354 -0.00132186 -0.000892599 -0.000159048 -0.000923396 8.73005e-05 -0.00168799 0.000137873 -0.000743358 0.000527788 0.000144692 0.000134779 0.00014322 0.00075914 0.000128039 -0.000374513 0.000141618 0.000123948 -0.0002025 -9.02563e-05 1.08903e-05 -0.000270401 0.000318648 -0.000624594
internal_weight=343.35 62.5785 17.5702 13.2835 11.2165 5.30004 2.4 4.28668 3.31152 2.90003 1.67556 45.0083 2.38993 280.772 2.15586 1.31994 278.616 275.618 273.201 6.57154 266.63 7.01482 259.615 249.379 21.0822 20.0346 19.1151 12.7281 10.1007 4.69041
internal_count=4633 1730 286 159 153 92 45 127 113 47 43 1444 108 2903 99 78 2804 2770 2754 40 2714 52 2662 2615 404 358 336 188 113 78
is_linear=0
shrinkage=0.00196078


Tree=817
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 1 1 1 1 0 0 0 1 0 2 0 1 1 2 2 1 2 2 1 0 0 0 2 2 2
split_gain=0.0919929 0.6546 1.93127 1.13297 0.968716 0.776551 3.34442 2.41433 1.49223 0.406102 0.757482 0.348216 0.410503 1.00897 0.724331 0.767842 2.16186 1.07677 0.537971 0.810104 0.964562 0.62719 0.530469 0.724909 0.484258 0.460665 1.06135 0.722098 1.19772 1.1707
threshold=41.444941515100005 41.542492784600007 41.559097512700014 0.34521421515000011 41.741384785950011 0.34530403280000005 0.34608245260000009 0.37043801085000005 0.43349001525000008 0.57927906350000014 0.62143349005000015 0.56974342085000018 0.40115565405000009 0.5380527529500001 41.362929270750008 0.52769378160000013 0.39078171310000004 0.39787730910000002 40.00488309970001 40.574766824850009 0.41861022125000008 39.896141435400004 36.772607578000013 0.39591628995000006 0.53634621715000008 0.54088200950000009 0.54450465555000005 38.396531328800009 37.995872310650007 38.911218973650008
decision_type=2 2 2 2 2 2 2 2 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 -4 -7 -8 -9 11 -11 12 14 -14 15 16 -1 -18 21 20 -20 25 -17 -24 -25 -15 -27 28 -28 -29
right_child=1 2 4 -5 -6 6 7 8 -10 10 -12 -13 13 18 -16 22 17 -19 19 -21 -22 -23 23 24 -26 26 27 29 -30 -31
leaf_value=0.0030642714357723981 -0.090505926093718783 0.10571210320287013 0.0098315575639831721 0.0039669480646846852 0.00064487700872484168 -0.21430313391703151 0.10029822431504905 -0.16325745360602215 0.0021653674336742229 -0.1031203282078242 0.032043493746759404 0.030049628127233975 -0.076189810938137495 0.033403381563289987 0.042891523620663674 -0.0088406705341041794 -0.13178689642011282 0.020653763353506858 -0.00040895233854482338 -0.0011118899853557222 -0.084978688481679554 0.0613993763464337 0.074728653765178801 -0.027959532116548381 0.0499752761385438 -0.061367313607616596 0.00020203529364467462 0.073750437937423682 -0.13282801382219034 -0.0040939071873186813
leaf_weight=96.601085021366089 2.204443978611379 1.7083356771618117 2.2390147896658155 2.9928013803910289 129.48871702362521 1.0941904708743093 1.2066751709207895 1.032478097593412 1.15570985501472 0.98725577287495869 0.71483091112895636 4.5389711030984463 1.9910393685568113 3.743032588157809 4.8319586573052211 2.5070581352338177 1.8001696616411202 0.62397626799065609 2.3938421886414316 11.158143757842479 3.0888766003772616 1.9570824466645707 3.7374982610344887 1.6438484541140499 1.548164829611778 2.8016491495072833 3.1932460645402889 2.9833057112991792 0.85881446674466122 5.4819388394244015
leaf_count=980 21 17 20 30 2272 8 26 17 38 258 273 78 46 20 22 25 64 27 15 60 39 11 18 36 5 23 93 14 25 52
internal_value=0.000574699 -0.00126502 4.77852e-05 -0.0361043 -0.00127738 -0.0382733 -0.0622666 -0.0132641 -0.075888 0.00222877 -0.0463551 0.00275386 0.0019438 -0.00681343 0.00500869 0.00332102 0.00072366 -0.0925486 -0.00314558 -0.0165781 -0.0480542 0.00748901 0.0305771 0.0448382 0.00983979 0.00195406 -0.00573026 0.00672254 -0.027993 0.0233399
internal_weight=302.308 143.122 137.925 5.19725 136.217 6.72807 4.48905 3.39486 2.18819 159.186 1.70209 157.484 152.945 39.651 113.294 108.462 99.0252 2.42415 37.6599 16.6409 5.48272 21.0191 9.43657 6.92951 3.19201 19.062 15.319 12.5173 4.05206 8.46524
internal_count=4633 2449 2398 51 2381 109 89 81 55 2184 531 1653 1575 398 1177 1155 1071 91 352 114 54 238 84 59 41 227 207 184 118 66
is_linear=0
shrinkage=0.1


Tree=818
num_leaves=31
num_cat=0
split_feature=0 0 1 0 0 0 2 1 1 0 2 1 1 2 2 1 2 1 2 2 0 1 2 1 2 0 0 1 2 2
split_gain=0.092459 0.730307 0.63034 0.688929 0.461033 1.92183 1.42371 0.665128 2.07299 0.790278 1.46003 1.31836 0.94335 0.562595 2.73539 0.943024 0.559087 1.10373 0.383423 1.41137 1.55539 1.23832 0.872596 1.20496 1.09312 0.826624 1.08041 0.687038 0.53649 1.47821
threshold=0.48077901860000011 0.48032993025000009 0.35331277505000008 0.47396784530000008 0.48368312325000012 0.48458129995000004 42.759119507950011 0.34494476210000008 0.34521421515000011 0.48911709230000006 41.444941515100005 0.34626208795000007 0.34587287805000005 42.684965421050009 43.219899330700009 0.34542378970000004 40.542362378300005 0.34569324270000007 41.965446242000006 42.431220712750012 0.47500074850000013 0.34587287805000005 41.16018805045001 0.3453339720000001 41.741384785950011 0.48001556840000009 0.47787491390000009 0.34494476210000008 42.720329370750001 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 2 18 -4 13 6 -6 -7 -9 10 -10 -11 -12 16 15 -15 -2 -18 22 20 -20 25 -1 24 27 26 28 -24 -21 -30
right_child=4 -3 3 -5 5 7 -8 8 9 11 12 -13 -14 14 -16 -17 17 -19 19 21 -22 -23 23 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.0082125145541226633 0.032857941306993869 -0.056097755560966314 -0.0097802440745863705 0.071421955609527008 -0.11847709728067966 -0.046256263127202865 -0.011478391206194906 0.1321985182999714 0.071674071845121853 -0.096520425210653682 0.03856558913905761 0.00044249575250098042 -0.04310560572985208 0.017586891811057902 -0.061672421946938331 0.097848955414682637 -0.031429475089864899 0.018571639906595157 0.030154871267971631 0.036232012422295672 -0.12577962751775593 -0.069561908013088133 0.011225411664336018 0.056031658532661469 0.058621974059674078 0.058376156713046447 -0.054097665560636193 -0.045522974038685278 -0.065182979048647172 0.011487360008252925
leaf_weight=26.019843238975227 5.4122987992595943 2.4515100941061965 1.8253097946435435 2.4434533026069403 2.3348292186856261 2.8841957980766884 2.660627581179142 1.2173917591571797 4.4026690712198597 1.4141681715846051 2.6488003432750702 166.19606281324775 3.034486336633563 2.3182844221591932 2.1820573031436652 3.9719101674854755 7.9987367913126972 9.8527554594911617 0.93301185306700007 4.4209113206961907 2.0345513187348843 2.653113627631682 4.4293811740935798 6.2104634866118422 2.5390299476057399 2.3753071278333655 3.5882633003639048 4.1157604339532554 3.101615869614764 13.288175845504155
leaf_count=458 28 18 144 20 22 21 19 4 42 13 10 2976 30 10 13 70 38 38 25 44 49 38 40 44 26 7 39 24 120 203
internal_value=0.000518641 -0.00233523 -0.000687286 0.0367001 0.00159513 -0.000298121 -0.0614886 0.00138328 0.00215125 0.0012603 0.0284461 -0.000375604 -0.00504124 0.0127385 0.0348014 0.0682679 0.00470356 -0.00383241 -0.00279532 -0.0110242 -0.0767533 -0.00439587 0.00335909 0.0207686 0.00101071 0.00206156 -0.00342083 -0.0161074 0.00531707 -0.00302179
internal_weight=300.959 82.4297 79.9782 4.26876 218.529 186.793 4.99546 181.798 178.914 177.696 10.086 167.61 5.68329 31.736 8.47225 6.29019 23.2638 17.8515 75.7094 32.395 2.96756 29.4274 43.3145 17.2946 11.0842 26.7743 24.399 8.54514 20.8107 16.3898
internal_count=4633 1299 1281 164 3334 3137 41 3096 3075 3071 82 2989 40 197 93 80 104 76 1117 525 74 451 592 134 90 413 406 64 367 323
is_linear=0
shrinkage=0.1


Tree=819
num_leaves=31
num_cat=0
split_feature=1 1 1 1 2 0 0 2 0 2 2 2 1 1 0 1 1 1 2 1 0 2 2 0 0 0 1 1 0 0
split_gain=0.431972 2.76851 1.72576 1.22618 1.3951 1.89516 0.804525 1.0886 1.59733 2.3266 1.26336 1.43989 3.21489 1.17274 2.77061 1.1503 2.28464 1.49928 1.25308 1.63299 0.738888 1.71792 1.6239 2.00628 1.05393 1.09681 0.97653 1.3456 1.0058 1.51223
threshold=0.37227927305000003 0.36880632320000012 0.37407562650000009 0.36510882910000009 36.952388736350009 0.4995209724000001 0.48077901860000011 41.873095646600007 0.47568935060000012 42.686561923500008 42.876019054300009 43.895345911700005 0.34575312120000007 0.34542378970000004 0.47774018740000007 0.34007963835000005 0.3447651268000001 0.32012514595000008 43.968221017800005 0.3621298763500001 0.5132031975000001 47.079243513300007 41.16018805045001 0.50291907430000016 0.51657136015000005 0.5195503128500002 0.38906020780000011 0.38723391515000005 0.52252926560000013 0.52432561900000019
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -2 6 -5 -6 7 -1 15 13 -11 12 -12 -10 -15 17 -17 -9 19 -18 21 22 23 -4 -22 -26 27 -27 -28 -30
right_child=2 -3 20 4 5 -7 -8 8 9 10 11 -13 -14 14 -16 16 18 -19 -20 -21 24 -23 -24 -25 25 26 28 -29 29 -31
leaf_value=0.00020896915841667942 -0.0015304852016379648 0.001229649484249023 0.0011067949550264446 -5.8539283513852209e-05 6.0738305228093865e-05 -0.0032110682982078426 0.00028313641415123216 1.7905790267156661e-05 -0.0025052948551541475 0.00085602959519579186 -0.0028764482298604811 0.00014396293363984778 0.00029457403186979692 0.00089335973477221229 -0.0024516224697283379 0.0016924697339674567 -0.0022422592900685143 -0.0023103649963627441 0.0010220732796475047 0.0012151611880071764 0.00096495091801212911 0.001366367764141326 -0.0024387496660188664 -0.0013944823512712391 -0.0011933823109603323 -8.1919536379535541e-05 -0.0008791566954196075 0.0013613942662977093 0.00085370506213570463 1.0629754692060438e-06
leaf_weight=50.592910712563025 2.7070511765778056 8.8843897124752385 2.1388163871597481 5.5012431405484659 1.2185971338767561 1.5419008997268973 83.293783369008452 9.6892675519411586 2.8462414983660009 3.5857147378846994 2.4343222274910641 6.2317873780848458 2.4830153305083513 1.8350372519344094 1.9784480882808564 4.4684959873557073 1.7463451460935178 1.1944323233328749 1.5955684604123233 0.75111405667848874 5.0215625590644768 1.5368696313817052 1.9576769696432164 2.9108114771079272 2.6728402980952515 4.7904133689589781 4.5289357009460209 5.1568498145788908 8.6139957932755333 111.70987852039775
leaf_count=636 33 50 21 26 11 30 504 223 53 23 49 45 20 10 32 15 53 43 66 14 29 13 69 27 26 37 38 24 72 2341
internal_value=9.86796e-05 0.000160731 2.12398e-05 0.000108834 -0.000629307 -0.00176676 0.000143736 1.6744e-05 -0.000221387 -0.000591079 -0.000156374 -0.000481977 -0.00127524 -0.00155288 -0.000842027 0.000185365 0.000723066 -0.00023761 -0.000335264 -0.00120244 4.90512e-05 -0.000511015 -0.00092277 -0.000335043 8.26336e-05 5.04046e-05 7.50666e-05 0.000666322 2.79602e-05 6.21037e-05
internal_weight=345.618 191.873 153.746 182.988 8.26174 2.7605 174.726 91.4327 40.8398 21.3946 14.7348 11.1491 4.91734 6.65973 3.81349 19.4452 8.56152 10.8837 4.09303 2.49746 151.039 8.54417 7.0073 5.04963 142.494 137.473 134.8 9.94726 124.853 120.324
internal_count=4633 1903 2730 1853 67 41 1786 1282 646 232 137 114 69 95 42 414 148 266 133 67 2697 130 117 48 2567 2538 2512 61 2451 2413
is_linear=0
shrinkage=0.00196078


Tree=820
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 2 1 0 1 2 1 2 1 1 1 0 0 0 2 2 2 1 2 0 0 2 0 0 1 0
split_gain=0.0894219 0.666928 0.428398 0.902271 0.303821 1.93364 0.754549 0.84191 0.811637 1.07202 0.636753 0.751846 0.377185 0.298292 0.355058 0.278365 0.760849 0.393556 0.818703 0.859369 1.32216 1.09671 1.64159 1.13593 0.520837 0.424142 0.845372 0.293758 1.21 0.530494
threshold=41.319407281650008 41.32819714970001 41.16018805045001 41.184662530950007 0.47880302985000006 40.806664626150003 0.34569324270000007 0.48458129995000004 0.35986946500000005 39.852039223600009 0.34527409360000011 40.21994457600001 0.36476452800000009 0.36618664115000005 0.41347564445000012 0.57927906350000014 0.62143349005000015 0.56685428580000019 41.087689990200012 40.00488309970001 39.955516828000007 0.42039160505000012 40.300545846000013 0.55619592225000014 0.52252926560000013 39.065416244600009 0.56859076075000015 0.55131582885000008 0.43967246490000006 0.54353163080000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 5 -1 10 -8 9 -9 11 -6 -10 -5 -15 17 -17 18 19 20 27 22 -21 -23 -24 26 -19 29 -29 -14
right_child=1 -3 3 13 6 -7 7 8 12 -11 -12 -13 15 14 -16 16 -18 25 -20 21 -22 23 24 -25 -26 -27 -28 28 -30 -31
leaf_value=-0.0029354247498501874 -0.062394067499764096 -0.00043056098920537551 0.075552552467264958 0.018845126958951665 0.030721532881270372 -0.1377135327144004 -0.042110138817823654 -0.015161466678397271 -0.030500336658919977 0.0837831405436439 0.042883771948820676 -0.025938388755604877 -0.00062789355597572545 -0.055512599686161734 0.014223147747502477 -0.10287247886693394 0.038913752049481588 0.047801794446928059 0.059324377934419838 -0.060868364983044466 0.080178732426943095 -0.092312242053020299 -0.010751031549535418 -0.01144690243684123 0.042789385262469878 0.035331855977526687 -0.1194841432215788 -0.080817428587620088 0.010124778984653863 0.030441088422824
leaf_weight=17.558228301466446 1.7574713900685299 149.33085985504749 2.3869524258479933 6.2708570403046888 5.0333453789353388 1.1331779842184904 4.6783576991874716 1.8711660765111435 4.0602032949682316 2.6398974447511137 7.883027918636798 4.379818057641387 44.456511717988178 1.4272753847762945 1.4947206806464235 0.87370517272665782 0.66770162142802292 0.65261782423476578 2.2182356379926196 3.3167975125834364 2.1671649254858485 3.5329565869178614 2.874014638364315 3.417384079657495 4.9399065999314189 5.8141252000641543 0.56241793375920679 2.1538522371556601 4.5614959776576143 6.2709692951757452
leaf_count=424 17 2500 22 42 24 40 31 24 30 32 35 24 387 21 20 248 261 15 10 32 10 27 21 32 30 50 49 90 41 44
internal_value=0.000563787 -0.00115133 0.00229948 0.0207727 0.00074618 -0.0111064 0.00260748 -0.000675558 0.0013218 0.0427414 0.021917 0.00435844 -0.000697288 0.00654889 -0.0198399 0.000670327 -0.041454 0.00141719 -0.000578308 -0.00228865 0.00350373 -0.0213851 -0.0019236 -0.0525519 0.0230968 0.0241025 -0.0296318 0.000610982 -0.0190436 0.00321288
internal_weight=300.385 151.088 149.297 11.5798 137.717 18.6914 119.026 101.729 97.0511 4.51106 17.2962 9.41316 92.5401 9.19285 2.922 88.4799 1.54141 86.9385 79.9093 77.6911 59.61 18.0811 11.1307 6.95034 7.81392 7.02916 1.21504 57.4428 6.71535 50.7275
internal_count=4633 2517 2116 105 2011 464 1547 1464 1433 56 83 48 1377 83 41 1347 509 838 724 714 572 142 83 59 51 114 64 562 131 431
is_linear=0
shrinkage=0.1


Tree=821
num_leaves=31
num_cat=0
split_feature=2 1 0 1 2 1 2 1 2 2 2 0 1 0 1 0 2 0 1 2 2 1 0 0 2 0 2 0 0 1
split_gain=0.0978995 0.163192 0.662336 0.494064 0.257891 0.290774 0.189209 0.137333 0.546312 0.211495 0.133371 0.129063 0.101258 1.13159 1.07677 0.690572 0.480263 0.358482 0.656237 1.54972 1.67904 1.13323 0.95423 2.07512 1.31773 1.09585 0.810759 0.67848 1.28497 0.755347
threshold=35.119813570500007 0.36551300860000008 0.50452082270000009 0.36476452800000009 34.969856643350006 0.34007963835000005 33.96174662340001 0.40651477500000005 33.361153777850006 33.036871954450007 31.914316944300001 0.49405706415000006 0.35585760905000008 0.49588335680000006 0.35696536035000009 0.49194634890000005 42.844429421150004 0.48032993025000009 0.36880632320000012 38.621016321050007 43.118479346150004 0.37227927305000003 0.5132031975000001 0.50291907430000016 43.321682097200004 0.50101793360000013 37.688226470200007 0.51657136015000005 0.5195503128500002 0.38906020780000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -4 9 -9 -1 -7 13 15 -14 -2 -15 -16 19 -19 -21 -20 23 25 -25 26 -23 -24 -29 -30
right_child=12 2 7 -5 -6 11 -8 8 -10 -11 -12 -13 14 16 17 -17 -18 18 21 20 -22 22 27 24 -26 -27 -28 28 29 -31
leaf_value=-0.10334768450063531 0.0012719819908444199 -0.14575404607430825 0.018576132794344166 0.10548421738074398 0.052425095038697613 -0.11191358759869199 0.083720028913686073 -0.10160585864229209 -0.1203211711380535 0.082575294080544509 0.029578349101248944 -0.025720709563168572 -0.09099200592223021 0.073110293163742332 0.032064703036622517 -0.052432271953956194 0.015675122185221862 0.001590346127833725 0.043050664247985482 -0.11368029590497297 0.008718046448927581 0.061154515177192594 0.040712837961111914 -0.10867996287021589 0.011131725472944489 0.11027223878235864 -0.078579260509116622 -0.081350791750066084 0.030541528998995433 -0.0014309530278489629
leaf_weight=0.1294650562249442 131.35696033318345 0.29095505096483965 3.5028256981167942 0.67433535307645787 0.7931813821196555 0.31057935407807236 0.32008158974349499 0.076240321162629132 0.34988687785596539 0.34210345288738608 0.18102337163873017 0.39424983412027359 1.3343921545892943 3.0069280471652737 3.2541845752857617 2.4388254918158045 2.8224051529541612 9.4671186171472055 6.0300669679418197 3.0142805129289618 1.7841080928919835 0.7319423854351037 4.1222157813608638 3.4318404285004362 1.2531821406446395 1.0952724869712254 0.95962453255197033 1.9363514601573104 7.9438028887379906 105.82553612688525
leaf_count=58 1391 6 34 6 5 41 13 160 80 8 5 6 13 34 130 15 22 55 44 40 29 3 28 56 28 13 39 23 55 2193
internal_value=0.000514786 0.0119014 0.000233474 0.030892 0.00726112 -0.0195647 0.0297694 0.0101785 -0.0281113 0.0490095 -0.0258481 -0.0637012 0.000227401 0.00217217 -0.00155688 0.000293062 0.0453017 -0.000765748 -0.00148959 -0.0218747 -0.0681709 0.000691497 -0.00131502 -0.0359869 -0.0766319 0.0323424 -0.0181163 0.000846947 -0.000573344 0.000801486
internal_weight=299.174 7.36493 4.56201 2.80292 2.12858 1.3354 0.63057 4.27106 0.768231 0.418344 0.310488 0.704829 291.809 139.625 152.184 133.796 5.82933 150.85 147.595 14.2655 4.79839 133.33 127.3 7.47186 4.68502 2.78684 1.69157 119.828 115.706 113.769
internal_count=4633 422 288 134 128 123 76 282 248 168 63 47 4211 1462 2749 1406 56 2736 2606 124 69 2482 2438 139 84 55 42 2299 2271 2248
is_linear=0
shrinkage=0.1


Tree=822
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 2 0 2 1 0 2 1 1 1 1 0 0 2 0 1 0 0 1 0 1 0 0 2 1
split_gain=0.0857906 0.574949 0.522261 0.49163 0.681433 0.314374 0.908186 1.91515 0.921645 0.878809 2.2283 0.834737 0.792763 0.90529 0.698704 1.13451 1.21929 0.871767 0.692221 0.667527 0.613042 0.419393 0.471521 0.455387 0.335627 0.634585 0.331397 0.299002 0.42169 0.293318
threshold=0.48077901860000011 0.48032993025000009 0.34458549145000011 0.35331277505000008 0.47774018740000007 41.873095646600007 42.686561923500008 0.47774018740000007 42.720329370750001 0.34479506600000004 0.47736594710000008 41.529896397300007 0.34584293880000011 0.34554354660000003 0.34494476210000008 0.34479506600000004 0.47500074850000013 0.47943175355000006 42.498713093000006 0.47642286160000008 0.34007963835000005 0.47976108500000009 0.47943175355000006 0.34545372890000009 0.3972336157500001 0.32012514595000008 0.47847369840000004 0.45995628875000011 50.189067467950004 0.34494476210000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 27 11 7 9 -8 18 -11 21 13 14 15 16 20 19 -7 -16 24 22 23 26 -10 -26 -1 28 -5 -4
right_child=2 -3 29 4 -6 6 8 -9 12 10 -12 -13 -14 -15 17 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31
leaf_value=-0.0059926315078957949 0.049427489054500853 -0.050248911840129952 -0.020721642368516598 -0.10993959029346918 0.082622903025607666 -0.0138082816617945 0.083805895676342057 -0.11871110772323551 0.0026237464138876964 -0.11668065609236522 0.041054916255794986 0.034405968966037578 -0.059432938456485944 0.057127250566380197 -0.017851409640349366 0.063131483939882799 -0.10247243947039347 0.011830732777150436 0.095119744241444981 -0.12584435799375823 0.058190881787111404 -0.038060890311241102 0.034937500075466026 0.022129112690287778 -0.0064859950221136152 -0.12093372093292334 -0.044301445395565714 0.018221351977131855 0.10430253941285761 0.0016342478573893636
leaf_weight=20.406029140333896 2.2506599160842589 2.4261890575289717 6.0392268747091284 0.43792383234176613 1.6472126469016073 1.220374460164747 1.2322753965854669 2.1991620704066008 6.8317329529782089 1.8551561119966211 1.73151508718729 7.064360768737969 2.3958038896089411 2.5510822916403404 0.96188703179359381 2.6420722450129679 1.256245209078769 1.6910203546285627 1.1177263610443331 1.4134400738403199 1.627041995525359 3.1545831933617583 3.47397806495428 5.3652680206869254 1.5729746710276233 0.70011685922509048 2.5391204827465108 1.9549958725110625 0.11626297235488892 208.04736604956935
leaf_count=408 12 18 32 118 12 43 4 46 146 46 8 66 31 25 20 16 19 6 12 40 6 17 17 34 46 29 32 33 1 3290
internal_value=0.000465282 -0.00229801 0.00150738 -0.000828343 0.0326488 -0.00268353 -0.00998771 -0.0390171 -0.000507273 -0.00943615 -0.0405316 0.00305495 -0.00490161 0.00124715 -0.00637751 0.00381411 -0.00925891 -0.0430456 0.0382646 -0.0821127 0.00165243 -0.00328396 0.000167636 -0.00409898 -0.00845105 -0.0417361 -0.0102319 -0.000157811 -0.0649937 0.0010036
internal_weight=297.923 81.5856 216.337 79.1594 4.1564 75.003 32.9996 8.12393 24.8757 5.92477 3.58667 42.0033 23.6434 21.2476 18.6965 14.6302 11.9881 4.06635 2.3381 2.37533 10.7319 34.939 31.7844 28.3104 9.10482 2.27309 22.9451 2.50918 0.554187 214.087
internal_count=4633 1299 3334 1281 164 1117 543 155 388 109 54 574 384 353 328 262 246 66 55 60 227 508 491 474 221 75 440 152 119 3322
is_linear=0
shrinkage=0.1


Tree=823
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 0 2 2 1 1 0 0 1 0 0 1 1 0 2 2 0 1 0 2 1 2 2 1 1 1
split_gain=0.0861982 0.200186 0.279673 0.888829 0.722046 0.2475 0.187053 0.182135 0.683576 0.374606 0.580033 0.815777 0.725893 1.21565 0.682675 0.599234 0.485746 0.433913 0.367727 0.71677 1.41028 5.74367 1.24879 1.53674 0.518589 0.357149 0.353305 1.10711 2.11968 1.69312
threshold=49.292797572200008 49.064150740050003 0.39614083410000006 0.39672464895000009 0.39587138110000003 0.3733870243500001 48.823707093150006 44.202975721700007 0.34482500525000009 0.34506451900000007 0.54191491270000014 0.53312775065000018 0.4172030777500001 0.50730517050000012 0.47774018740000007 0.35799826355000003 0.3584174126500001 0.54413041525000005 43.895345911700005 43.930205408700004 0.48001556840000009 0.3465914194000001 0.52949013500000019 44.131787411600008 0.39900002995000006 48.109449608500007 43.564719632750005 0.34527409360000011 0.39814676205000005 0.3475943834000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 -9 -10 11 12 13 14 15 -11 -17 -12 26 -20 -21 -22 -23 24 -24 -18 -5 -28 29 -29
right_child=-2 -3 3 6 -6 -7 -8 8 9 10 17 -13 -14 -15 -16 16 25 -19 19 20 21 22 23 -25 -26 -27 27 28 -30 -31
leaf_value=0.015297199971636397 -0.013846700908819273 0.033200451743809839 -0.069338393920582914 0.00087595913622713335 0.10737990074727165 -0.11019015687256083 0.01991207922744993 -0.11127746162320061 0.051962967665685249 -0.11745671256782549 0.086396784714993805 -0.11888466153675517 0.075807313174783217 -0.11145433572913176 0.027592476981089617 0.11182224276197167 -0.11262959912506841 0.0028598733538923752 0.073891992164201795 0.069240919730404735 -0.30185375492070848 0.077064632201259614 -0.30853785482744644 0.049856452574193209 -0.10546506176460835 0.031160742021695609 0.037195558770222618 -0.22518880937404662 0.01972267389043493 -0.05429053540002006
leaf_weight=0.40370236919267088 4.1775618596984705 1.8738114431034762 1.8270722493762139 251.35698165602554 0.80753365904092789 0.25737574644881533 4.9449022624175987 0.64211453904863347 1.0407171249389637 0.78266481682657996 0.70004408806562413 0.89047625428065647 0.74850881894235488 1.363947222009301 2.7334751236776356 0.27793914079666138 0.36541623901575804 5.5626798809098545 1.9944497957476395 2.210265165194869 0.65220852941274632 1.8649750223848971 0.16282422095537163 0.80302531272172928 0.55233896124991588 0.32760269194841385 2.2528642686083904 0.84987474419176612 2.4813228049315512 1.8236589550506321
leaf_count=18 314 31 18 3263 5 167 39 48 4 18 5 21 23 134 33 1 64 147 9 16 5 18 2 7 121 2 13 11 31 45
internal_value=0.000416233 0.000619901 0.000409878 0.000188843 0.0439382 -0.0335585 0.000630867 0.000293296 -0.0102683 -0.00588401 -0.0102615 -0.0290404 -0.0169178 -0.0287799 -0.00364923 -0.0523475 0.000135368 0.0121976 0.000903865 0.0217004 0.00503374 -0.030134 0.0222483 -0.0450892 -0.1517 -0.0446573 0.000241623 -0.0212825 -0.0468396 -0.108616
internal_weight=296.732 292.555 290.681 289.212 1.46861 0.661078 287.385 282.44 15.4356 14.7935 13.7528 7.49003 6.59955 5.85105 4.4871 1.75362 0.970958 6.26272 267.005 8.24009 6.24564 4.03537 3.38316 1.51819 0.715163 0.693019 258.765 7.40772 5.15486 2.67353
internal_count=4633 4319 4288 4098 190 185 4080 4041 500 452 448 296 275 252 118 85 67 152 3541 178 169 153 148 130 123 66 3363 100 87 56
is_linear=0
shrinkage=0.1


Tree=824
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 0 2 1 0 1 1 1 0 1 0 0 1 1 0 2 2 2 2 2 1 2 2 1 1 1
split_gain=0.086144 0.37784 1.08172 0.314961 1.09351 1.44198 0.445777 0.411237 0.828583 0.337625 1.44477 0.418949 0.20426 0.638276 0.474567 0.252718 0.385364 1.65129 0.330488 0.30837 1.0681 0.216776 1.65113 0.843307 0.982209 0.347698 0.743795 0.345709 0.852243 0.669049
threshold=0.54504356155000011 0.54353163080000011 0.41917906650000009 0.41997245590000004 38.110427674550003 0.54585192060000021 48.823707093150006 0.42209814075000007 0.55234873210000013 0.42473279245000012 0.42991227810000004 0.43075057630000008 0.5541600551000001 0.43220262865000009 0.55980359870000018 0.5619592227500001 0.43837010870000009 0.44512140355000007 0.57403969940000021 41.641174900500005 40.858951393400005 39.476991512000005 40.574766824850009 39.427119987250002 0.45218706025000005 40.890797847750008 41.772405911750006 0.46097422230000007 0.4690129038000001 0.45824975300000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -9 -10 -11 -12 -13 -14 -15 -16 19 18 -18 20 -17 23 -23 24 -19 -24 -27 29 -29 -28
right_child=3 2 -4 7 5 6 -8 8 9 10 11 12 13 14 15 16 17 21 -20 -21 -22 22 25 -25 -26 26 27 28 -30 -31
leaf_value=0.00048333895363568104 0.037496191403880393 -0.026683449825249474 0.053589258110055375 0.036378513412924827 0.061598082117380208 -0.12836985210532786 -0.016803611768996193 -0.045894790954809528 0.051879477485087713 -0.12444712043216317 0.091946653997864211 -0.047876590155938509 -0.11706174222433426 0.033106410795939775 -0.02863024629055318 -0.0088734125018648559 -0.12968371886746727 -0.14214734697732842 -0.041457196602439711 0.00077129251135134541 0.11675041388117841 -0.12694173015783833 0.040874845039084493 0.10927397079051193 0.019402057211521877 -0.10589691652824472 0.0036799760694202831 -0.1135925240890706 0.001466784901454579 0.07745616291796735
leaf_weight=235.73163866681449 1.6002859993313894 2.6716018125880501 4.5170127153396606 2.7831804447341701 0.67860296368598971 1.7317378482548522 0.45151702387374815 4.1363044045865527 1.2664922160911363 0.91978077800013025 0.51496482055517745 0.83149012795183708 0.44329765124712039 4.7695408404542823 2.93978651985526 1.4402405214204947 1.0976459070807347 0.41778240188432647 0.6924054719020204 2.3640811040531844 1.2768317833542822 0.98414572262845723 2.4825752592114467 0.91549461574322766 3.7950402563514558 0.6300860938263203 5.1494017876684648 0.71870715403929342 6.1727665883081499 1.6146356393583117
leaf_count=2847 26 23 33 24 4 62 41 35 12 37 6 12 20 38 19 33 28 24 31 21 12 103 39 6 395 96 74 73 450 9
internal_value=0.000376217 0.00117205 0.0237564 -0.00328391 -0.0287048 -0.0657228 -0.105297 -0.000938181 -0.00321712 0.00104301 -0.000559746 0.00234335 0.00115214 0.00222766 0.00363927 -0.000659829 0.00210393 -0.00306105 -0.095557 0.0271817 0.0501609 0.00417531 -0.00105625 0.022285 0.00338133 0.00633213 0.000329237 0.00523067 -0.0105327 0.021291
internal_weight=295.739 242.92 7.18861 52.8188 4.46214 2.86186 2.18325 48.3567 45.5735 41.4372 40.1707 39.2509 38.736 37.9045 37.4612 32.6916 29.7518 24.6707 1.79005 5.08115 2.71707 22.8806 17.7523 5.12832 4.21282 16.7682 14.2856 13.6555 6.89147 6.76404
internal_count=4633 2903 56 1730 133 107 103 1597 1573 1538 1526 1489 1483 1471 1451 1413 1394 1328 59 66 45 1269 844 425 419 741 702 606 523 83
is_linear=0
shrinkage=0.1


Tree=825
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 2 0 2 1 2 0 2 1 0 2 2 0 1 1 2 2 0 2 0 1 2 2 1 2
split_gain=0.335931 1.59822 0.795778 1.20291 1.14583 1.19238 0.590705 0.517881 0.699153 1.02431 1.11994 2.33548 0.929304 0.762571 2.68336 0.732323 1.93142 1.59514 1.73353 1.74757 0.984517 1.76438 0.937659 0.649707 2.02646 1.35836 0.67546 0.686422 0.625109 0.600013
threshold=0.51657136015000005 0.5195503128500002 0.38045268105000002 0.38906020780000011 0.39019789825000006 0.5218855723000001 40.94178426300001 0.48077901860000011 41.873095646600007 0.35799826355000003 42.686561923500008 0.47774018740000007 42.720329370750001 0.34479506600000004 0.47736594710000008 40.165165956550005 39.955516828000007 0.47697673720000006 0.32467590790000006 0.34548366815000003 40.518963363600001 40.94178426300001 0.43486721955000007 43.477771593600004 0.47943175355000006 0.3447651268000001 43.663128814500006 43.968221017800005 0.3453339720000001 39.032633164100012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 -2 -3 6 -5 -6 -4 8 15 10 11 13 -12 -10 -15 16 29 18 22 -20 -19 -22 -17 24 25 -14 -25 -28 -23 -1
right_child=1 2 3 4 5 -7 -8 -9 9 -11 12 -13 23 14 -16 17 -18 20 19 -21 21 28 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.00039512162208731668 -0.0014366893214772293 -0.0010745523823541658 0.001317370926884117 -0.0010472299077317006 0.0018481052705968616 3.6214709805954501e-05 0.00023960024197453931 0.00023849979655831265 0.00060728907696938692 0.00090595270441405878 0.0015997473034221647 -0.0024018608382410027 -2.8602870885573751e-05 -0.0022886909645187517 0.00097242313787645259 -0.00050017067005629873 -0.0022495392975390802 0.0013647430560321716 -0.0025717574971595653 0.00022652095654385266 -0.00069262746357238027 0.00038852313119799251 0.0021288395524958295 0.0012507335223957432 0.00086250115204800949 -0.0022557862853102308 -0.001167537483764008 7.560948748527063e-05 0.0011758497587786368 -0.00032837296506364408
leaf_weight=9.7574371615191975 2.834123332577291 2.3729707590537137 4.1969413626939049 3.7218963247723869 1.4127322984859336 120.83548534846386 3.6602682350203395 107.34029274398927 2.6018585200363287 3.1908466366585335 1.248339638113978 2.6394244651310146 1.6880827070053808 2.0742736030370001 1.8223272413015363 1.0203340308071376 1.4985393310780626 4.9601264744997051 2.06660940614529 1.4672457419801501 4.5121513716876533 10.049250734969975 1.0670250058174131 1.6517409416410398 2.2501998096704483 2.7977953155059367 1.9188549898681255 15.516751253075197 6.3124983832240096 8.037153030454645
leaf_count=266 34 40 21 28 9 2414 28 760 55 105 4 49 49 47 8 37 16 17 108 20 36 44 6 22 7 84 42 183 41 53
internal_value=9.45019e-05 2.06676e-05 5.0993e-05 7.09507e-05 2.45234e-05 5.71534e-05 0.000815293 0.000146482 3.69163e-05 -0.000159057 -0.000252907 -0.000846449 -5.2561e-05 -0.0002147 -0.000763562 0.000189068 -0.000111689 0.000373537 -0.000573056 -0.00140992 0.000579506 0.000392915 0.000843738 -0.000132436 -0.000655977 -0.00141767 5.23261e-05 -6.12036e-05 0.00069228 6.83461e-05
internal_weight=336.524 139.034 136.2 133.827 125.97 122.248 7.85721 197.489 90.1489 39.4005 36.2096 9.13788 27.0718 6.49846 3.8966 50.7484 19.2931 31.4552 5.62121 3.53386 25.834 20.8739 2.08736 25.8234 6.73608 4.48588 19.0873 17.4356 16.3617 17.7946
internal_count=4633 2574 2540 2500 2451 2423 49 2059 1299 655 550 159 391 110 55 644 335 309 171 128 138 121 43 387 140 133 247 225 85 319
is_linear=0
shrinkage=0.00196078


Tree=826
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 1 2 2 2 1 0 1 2 0 1 1 1 1 2 2 1 1 2 0 0 0 1 1 1 1
split_gain=0.0897922 0.270727 0.205024 0.132196 0.201433 0.127198 0.613537 0.327897 0.155637 0.373716 0.0933211 0.530246 0.34621 0.43215 0.238842 0.417017 0.363233 0.318311 0.320789 0.580033 0.357384 0.148213 0.436601 0.135134 1.30424 1.35423 0.381984 0.915701 0.871361 0.798943
threshold=0.62376874945000005 0.47634801355000006 0.68131193680000013 50.427417695700008 49.247968080500009 0.51869704500000013 46.095286511800005 48.109449608500007 45.044778924400006 0.48250052395000009 0.60710757165000018 0.45824975300000009 44.749265482150008 0.61797550970000004 0.46551001470000003 0.46280051495000007 0.48616807880000007 0.4830394299500001 42.123054668150012 41.772405911750006 0.46636328255000009 0.4671267327000001 37.817254840650008 0.55980359870000018 0.56300709560000006 0.56065686655000013 0.43584024430000007 0.42991227810000004 0.43349001525000008 0.42802610700000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 5 6 8 -7 9 -3 14 -12 13 -13 15 23 17 18 19 20 -16 -15 -23 26 25 -25 27 29 -29 -1
right_child=1 2 -4 -5 -6 7 -8 -9 -10 -11 11 12 -14 21 16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 28 -30 -31
leaf_value=0.00059866068718767492 -0.10735406377240259 0.067782337253917052 -0.10207831984342289 0.06193173560377585 -0.10621237898129565 -0.10171922186163732 -0.11573194260941277 0.070007032500791974 0.064406136823369028 -0.10354767327155881 -0.1308102021199842 -0.10561319313549088 0.077212266239737024 0.10848784478082628 0.012237478392700014 0.0481103813434548 -0.10394906572637441 0.02374627746448171 -0.11081619557743339 0.11205130905192938 -0.10756515139673972 0.10558319438867277 -0.10407822565897201 -0.0052147221894335311 0.0020157806071240789 -0.14312829820949396 0.025487322074538729 -0.10925008677046344 0.0077591897333821203 0.061494808128001094
leaf_weight=250.09801353165858 0.29610882985116349 0.26953810825944102 0.20999609200333669 0.31004894629586477 0.19015175173990417 0.13851429019967998 0.43197212915401895 0.56363781541585922 0.52453257143497467 0.24127933487625342 0.20693668184867364 0.30018409606418561 1.0323964294511823 0.21200273931026459 0.47676588446483925 1.8489391729235638 0.50263084809330383 1.3708270594943313 0.47431449708528806 0.28216716647148132 0.5212208259245017 0.20697502527036704 0.19095953713986091 1.513156454078856 20.434901485328737 1.3447483130730686 6.2764347312913733 1.4706058132578612 1.1220221616931665 2.173168318491661
leaf_count=2927 38 2 179 15 9 158 14 4 5 70 22 77 31 1 13 9 147 20 20 1 89 8 77 16 436 27 88 47 36 47
internal_value=0.000421464 -0.0163027 -0.00694019 0.000543361 -0.00752292 0.00112709 -0.0156229 0.0361304 0.0261449 -0.0131436 0.000603319 0.0213631 0.0375741 -0.00738948 0.000449402 0.000772516 -0.0250477 -0.0123583 -0.040568 -0.0145401 -0.0503321 0.0409519 0.00497156 0.000464799 -0.00683344 -0.0701081 0.00111578 0.000515587 -0.0586115 0.00112325
internal_weight=295.235 3.17578 2.87967 2.66967 2.35963 2.16947 1.46732 0.702152 1.03535 0.510817 292.059 2.14945 1.94252 0.910121 289.91 286.282 3.62793 3.1253 1.75447 1.28015 0.997987 0.609937 0.397935 284.433 23.2928 2.8579 261.14 254.864 2.59263 252.271
internal_count=4633 494 456 277 262 253 91 162 77 72 4139 216 194 163 3923 3633 290 143 123 103 102 86 85 3624 479 43 3145 3057 83 2974
is_linear=0
shrinkage=0.1


Tree=827
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 1 2 1 1 0 0 0 1 1 1 0 1 1 0 1 0 2 2 0 1 1 1 2 0 2
split_gain=0.568033 2.24752 1.75862 1.3741 2.14164 1.25379 0.965961 2.77441 1.36904 0.8621 1.41345 0.761806 0.858625 1.28619 1.07036 1.242 1.06282 0.945574 0.720382 0.708786 0.690722 0.755645 1.34627 1.63023 1.70511 1.71641 1.3921 1.31683 1.25593 2.93242
threshold=0.50913146310000013 0.37644082515000005 0.50291907430000016 0.36166581840000006 37.892416320650007 0.37043801085000005 38.621016321050007 0.36265381275000008 0.37043801085000005 0.5116313883000001 0.51657136015000005 0.5195503128500002 0.38906020780000011 0.38723391515000005 0.39019789825000006 0.52324780695000006 0.39394030120000006 0.39170982905000007 0.52432561900000019 0.37323732825000006 0.48077901860000011 41.965446242000006 40.165165956550005 0.47697673720000006 0.32467590790000006 0.34548366815000003 0.34422622080000004 39.656620114300004 0.47568935060000012 42.686561923500008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 -2 -5 -4 19 20 -9 -3 -11 -12 13 -13 -14 -16 17 -17 -18 -1 21 22 26 24 -24 -26 -8 -28 -23 -30
right_child=1 9 5 4 -6 -7 7 8 -10 10 11 12 14 -15 15 16 18 -19 -20 -21 -22 28 23 -25 25 -27 27 -29 29 -31
leaf_value=0.00041475921648638904 0.00020004949401111093 -0.002404349510323468 0.0012783031403410712 0.00063931811162878938 -0.0024139071620019629 -1.0487314642188287e-05 0.00060723177486721668 -0.0023094975571233047 -0.00026994833819628559 0.0010911723878965854 -0.0010157954641022199 -0.00010746839690631067 -0.00098699589866313052 0.0013198263576596246 0.00086823415783945522 -0.00034757951448005403 0.001843172681739973 -0.0020921153801049352 3.6628777714134827e-05 0.0017180948498282608 0.00026715760986428843 0.00016950765464751561 0.00085122620704415467 0.00058112755821603554 -0.0026319324902365033 0.0001513176967772609 -0.00021749576052585226 -0.001839862347839983 -0.001782938451275379 -7.5480538700677384e-05
leaf_weight=19.175354673847327 2.2401957903057328 0.53836088790558179 9.0842910008504969 1.171711506322026 3.5878919452661648 4.264541956363245 3.6757433353923252 2.6903150338330297 2.3889322545728646 5.1367617663927367 2.5619768925826056 4.7313296929933113 3.9339087712578467 4.984758298844099 6.7683507858746443 5.0927614476531735 0.85560450152843159 1.5605608178302643 104.31584789220506 1.7506750990869466 69.124376156833023 17.707774057562347 1.9918136460764788 26.702037306502461 1.9644870501942935 1.5041211070492861 4.950946582190225 3.1456023678765632 5.3770830137655166 13.770818660268558
leaf_count=318 14 17 50 7 70 37 29 31 58 34 25 36 28 24 46 37 25 82 2233 12 415 397 48 143 113 21 33 25 90 135
internal_value=0.000109347 1.81173e-05 0.000180434 -0.00106626 -0.00166227 0.000866574 0.00012837 7.49824e-05 -0.00135023 7.21491e-05 8.16763e-05 4.32093e-05 6.37257e-05 0.000624793 1.92344e-05 5.26126e-05 3.24594e-06 -0.000756767 5.13256e-05 0.000523796 0.00012327 1.59497e-07 0.000173842 0.0003815 -0.0005947 -0.00142501 -0.000393488 -0.000847804 -0.000206884 -0.000554966
internal_weight=336.749 147.48 189.269 6.9998 4.7596 13.3488 175.92 154.994 5.07925 140.48 139.942 134.805 132.243 9.71609 122.527 118.593 111.825 6.65332 105.171 20.926 149.915 80.7904 43.9348 32.1625 5.46042 3.46861 11.7723 8.09655 36.8557 19.1479
internal_count=4633 2678 1955 91 77 87 1868 1538 89 2587 2570 2536 2511 60 2451 2423 2377 119 2258 330 1449 1034 412 325 182 134 87 58 622 225
is_linear=0
shrinkage=0.00196078


Tree=828
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 2 0 2 0 1 1 0 1 2 1 1 2 2 2 2 2 0 0 1 1 1 1 1 2 1
split_gain=0.0830815 0.542465 1.21208 0.960451 0.463875 0.784663 0.36562 0.369458 0.328658 1.39776 0.699117 1.1965 1.06554 0.410964 1.1647 0.321997 1.45161 1.01505 1.68452 1.33535 0.751832 0.71701 1.2149 1.00009 2.89507 0.547892 2.38668 0.314407 0.396261 0.309693
threshold=0.47880302985000006 0.47905751325000007 0.47938684470000009 0.47943175355000006 0.47787491390000009 39.571921479100006 0.47736594710000008 42.081757894750005 0.47568935060000012 0.34479506600000004 0.34521421515000011 0.47396784530000008 0.35696536035000009 42.720329370750001 0.34494476210000008 0.34545372890000009 40.574766824850009 42.844429421150004 41.489621506400006 41.16018805045001 42.081757894750005 0.48265022005000008 0.48271009850000007 0.34569324270000007 0.34584293880000011 0.34566330350000002 0.34575312120000007 0.3584174126500001 42.283941020600004 0.34521421515000011
decision_type=2 2 2 2 2 2 2 2 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 8 -8 10 -10 11 -1 -12 -11 -15 16 -5 18 19 -18 -20 23 -23 -17 -25 -24 -27 -14 -29 -7
right_child=1 2 3 15 5 29 7 -9 9 13 12 -13 27 14 -16 21 17 -19 20 -21 -22 22 25 24 -26 26 -28 28 -30 -31
leaf_value=-0.0023127904129017934 0.038711970511129283 -0.092329021273745066 0.10286182974482189 0.050031906162223916 0.043766949221828999 -0.063035415399919817 0.033237063643947136 -0.0078426291708177144 -0.090524741804120165 0.01041320239807852 -0.11232105287147037 0.053894844094723199 0.067699204873066118 0.034350300153079869 -0.086547852157502728 -0.055372383911356474 -0.031266051519552758 0.027881350465499988 -0.089379612631368288 0.047871181288782538 -0.024108043833471683 0.078541069744578001 0.038841940701906823 0.051636667790703389 -0.053547292877209378 -0.12345739793900867 0.00059715956222234192 0.032136602994324949 -0.078471721175686168 -0.02146003107921696
leaf_weight=18.477054260381017 3.8146800386020905 1.3923297505825747 0.92657022178172965 7.0985999628901508 1.4799422621726979 2.7038402030011621 6.138008598238228 3.4031856190413237 2.1185929669882162 7.87973002810031 1.257839063446226 4.7636557053774586 0.58149799745297048 1.4520148895680907 1.7660021645715458 5.5209661144763258 3.7556770741939562 7.8712855917401603 3.0539060086011878 4.9326733238995075 4.1803141748532653 2.0059619322419158 3.6127453967928878 5.0578112527728063 5.4217841459903866 1.5646154880523671 176.19744379012735 0.67698257614392765 0.62101500848075375 5.3108629444614053
leaf_count=608 18 12 22 37 10 41 26 28 19 66 64 38 14 9 59 31 20 39 22 31 29 58 20 20 36 17 3066 36 87 50
internal_value=0.000471755 0.00130744 0.000693982 0.00125418 -0.00289788 -0.0231327 0.00101216 0.0185846 -0.00322234 -0.0160936 0.00322662 0.00920811 -0.041083 -0.00188447 -0.0319969 0.000845336 0.0103452 -0.00149477 -0.0160168 0.0136629 -0.0516623 -0.000626595 0.00114478 -0.0209282 -0.00278192 0.000288798 -0.000494736 0.0065926 -0.0207829 -0.0354859
internal_weight=295.038 236.407 232.593 231.2 58.6302 9.49465 49.1356 9.54119 39.5944 13.2163 26.378 23.2407 3.13733 11.0977 3.21802 230.274 30.8925 23.7939 15.9226 8.68835 7.23422 199.381 183.381 16.0006 10.4796 181.375 177.762 1.8795 1.298 8.0147
internal_count=4633 3478 3460 3448 1155 101 1054 54 1000 153 847 646 201 134 68 3426 178 141 102 51 51 3248 3161 87 56 3103 3083 137 123 91
is_linear=0
shrinkage=0.1


Tree=829
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 1 2 1 2 2 0 1 2 2 0 0 2 1 1 1 1 2 2 1 0 2 1 0 0 0
split_gain=0.387532 1.80894 1.43995 2.24689 1.27793 1.28057 0.96652 1.91471 1.4581 0.799158 1.23551 0.726305 0.685681 0.662113 1.22872 1.68589 0.757495 0.680622 0.779518 0.65381 0.641689 0.594831 1.80179 2.01333 1.02724 1.11472 2.07356 1.03024 0.648047 1.51344
threshold=0.50913146310000013 0.37644082515000005 0.36166581840000006 37.892416320650007 0.50291907430000016 0.37043801085000005 38.621016321050007 0.36265381275000008 40.767054867700004 37.041406607950009 0.48654231910000006 0.37043801085000005 38.983591653800012 36.558960102350007 0.50035927070000008 0.49877249185000011 36.165040341950011 0.36510882910000009 0.36476452800000009 0.36880632320000012 0.34007963835000005 42.243697547450004 42.431220712750012 0.34626208795000007 0.48588365620000007 41.444941515100005 0.35027394390000005 0.48368312325000012 0.48104847160000008 0.48389269780000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 6 19 9 12 -9 13 -11 -10 -8 14 15 16 17 18 20 -6 -1 24 23 -23 27 26 -26 -14 -24 -30
right_child=1 -3 3 -5 5 -7 7 8 11 10 -12 -13 21 -15 -16 -17 -18 -19 -20 -21 -22 22 28 -25 25 -27 -28 -29 29 -31
leaf_value=0.00050291533465153212 0.00033047717024467581 7.8152227516384022e-05 0.00072207548232829696 -0.0023990399036875392 0.00057875977738728343 -0.00011629341034545684 -0.0010395992818052408 -0.0028787433486106677 -0.0015417333554550916 0.00042639575435646899 0.0019398509565340004 0.00026830421052841704 0.00020198460067579453 -0.00065235877370741868 -0.0011616236721267762 0.0021914722668449956 0.0018713961631330249 -0.0015505234815736113 0.0020698859732151288 0.0016689065562717144 -0.0014467247190019794 -0.0027236430263447159 -0.00011249681203683326 0.0002782145780042136 0.0019119797595983478 7.9237153548247319e-05 -0.00043383388248440159 -0.00071311841456515737 0.00090073331168848516 -0.00011449828517332724
leaf_weight=1.7745805748272712 2.2530583860352627 143.54978411782417 1.2006000056862829 3.392809258075431 3.7347272764891368 4.2779692196054375 1.9809714648872603 1.3469905456295226 1.4523147250292825 6.0009106635116023 3.1689060665667057 2.0630884346901439 67.425040261987306 2.8102417289046562 1.5409797914326189 2.2317006927914917 0.84433973999693979 1.0326099768280981 0.72611345350742329 4.8775140941143036 1.023322696535615 1.9411592205287882 34.727201115823846 1.5408664532005785 5.1529430374503118 5.5046142041683197 2.015348082408309 5.0868058763444415 9.7152795847505349 13.476203538477419
leaf_count=98 14 2587 7 70 25 37 17 20 21 69 18 48 539 26 9 11 30 7 5 25 57 41 546 7 44 30 27 33 95 70
internal_value=0.000105331 3.11893e-05 -0.000953481 -0.00158326 0.000164809 0.000760587 0.00012082 6.6648e-05 -0.00114413 0.000513732 0.000949416 -0.000479475 0.000106275 0.000180356 0.000435448 0.000757886 0.000165522 -0.000150576 0.000259638 0.00119616 -0.000210158 0.000121761 -2.53606e-05 -0.00139526 0.000227805 0.000742858 0.00125246 0.000137789 5.69967e-05 0.000310798
internal_weight=337.869 150.396 6.84647 4.59341 187.473 12.8902 174.583 153.429 4.86239 21.1537 9.16982 3.5154 148.566 11.9839 9.17365 7.63267 5.40097 4.55663 3.52402 8.61224 2.7979 146.585 61.4007 3.48203 85.1848 12.6729 7.16829 72.5118 57.9187 23.1915
internal_count=4633 2678 91 77 1955 87 1868 1538 89 330 87 69 1449 243 217 208 197 167 160 50 155 1432 759 48 673 101 71 572 711 165
is_linear=0
shrinkage=0.00196078


Tree=830
num_leaves=31
num_cat=0
split_feature=2 1 0 1 0 0 0 2 1 2 1 0 0 1 1 0 1 0 2 0 2 2 2 0 2 2 0 2 2 1
split_gain=0.0844847 0.15012 0.578103 0.451262 0.219085 0.594579 0.351627 0.214327 0.257623 0.339919 0.187903 0.279223 0.14157 0.128368 0.106543 0.964091 0.807572 0.509832 0.438092 0.344515 0.53199 0.759826 1.48064 0.979565 0.875888 1.03576 0.693471 2.20685 1.72809 0.983319
threshold=35.119813570500007 0.36551300860000008 0.50452082270000009 0.36476452800000009 0.50730517050000012 0.5116313883000001 0.51484985480000012 34.969856643350006 0.3584174126500001 33.96174662340001 0.38906020780000011 0.54413041525000005 0.55484865720000009 0.43643902880000007 0.35585760905000008 0.49588335680000006 0.35696536035000009 0.49194634890000005 42.844429421150004 0.48077901860000011 40.542362378300005 41.873095646600007 41.489621506400006 0.48588365620000007 42.283941020600004 42.546237522150008 0.48389269780000005 43.219899330700009 43.219899330700009 0.34542378970000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 8 9 -1 -8 -12 -13 -14 15 17 -16 19 -17 -2 -21 22 23 -22 -23 -26 27 29 -28 -27
right_child=14 2 4 -5 5 6 10 -9 -10 -11 11 12 13 -15 16 18 -18 -19 -20 20 21 24 -24 -25 25 26 28 -29 -30 -31
leaf_value=-0.056878795692222352 -0.0029635292290458842 -0.14062114551770444 0.10845206224359592 0.10497790337124269 -0.12904046190030219 0.10365864732568693 -0.031118433833938752 0.049221912542968524 -0.10546662610683218 0.058020510631228317 0.053522305417260156 -0.11330776521148543 0.01067095124119428 -0.10268982695950793 -0.079133945432478883 0.070229146741105961 -0.00088678024073484188 -0.044040100698796825 0.014614804777599175 0.030823616648140408 -0.011180795248703615 0.047174466002401494 -0.058729818474850953 0.048620932051949929 -0.050970878562062838 0.0061210824050926243 -0.053643586265339487 -0.055733448822764542 0.040375104508665056 0.083826082121695775
leaf_weight=0.47633738597232855 75.282053327692665 0.27429674507584412 0.21124814450740803 0.61724917963147152 0.31011541467159975 0.39998628944158587 1.0272042928263547 0.7747366614639758 0.26372875794186246 0.56038983352482319 1.2017631730996075 0.13277153961826094 0.8279035261948593 0.11359837463089661 1.3308180985040952 2.8576771565712979 148.50041864940204 2.5167488902807227 2.8084216397255659 8.2837371602654439 10.345837712287905 6.1856627240777042 4.9937392845749846 3.7253928184509268 2.9149952456355122 2.4404986053705233 4.0821841210126868 2.2244916039053351 3.7515909820795059 4.8948267623782158
leaf_count=88 1048 6 1 6 4 4 12 5 13 22 14 12 23 212 13 34 2736 15 22 43 52 21 29 37 18 12 30 12 15 74
internal_value=0.00053035 0.011236 5.87249e-05 0.0299125 0.00919287 0.00396822 0.0151066 0.00758486 -0.0172201 0.00522858 0.00438394 0.0204066 -0.0166391 -0.00300677 0.000262229 0.00227443 -0.00158178 0.000535998 0.0426637 0.00140482 0.00751255 0.00327405 -0.0119499 0.00465186 0.014229 0.00419439 0.0134395 0.0315146 -0.00861808 0.0579732
internal_weight=294.33 7.19133 4.49889 2.69244 4.22459 4.01334 3.70323 2.07519 1.30046 1.03673 3.30324 2.27604 1.07427 0.941502 287.139 137.308 149.831 131.642 5.6661 129.125 53.843 45.5592 19.065 14.0712 26.4943 20.3086 17.3936 9.55982 7.83378 7.33533
internal_count=4633 422 288 134 282 281 277 128 123 110 273 261 247 235 4211 1462 2749 1406 56 1391 343 300 118 89 182 161 143 98 45 86
is_linear=0
shrinkage=0.1


Tree=831
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 2 0 1 2 0 2 0 0 1 1 1 0 2 1 1 0 2 2 1 1 2 2 2 2 0
split_gain=0.330623 1.68702 2.84234 2.38434 1.12275 1.77744 2.08494 2.06666 1.45759 1.01123 0.782513 0.668645 1.10813 0.925881 1.422 1.00197 1.02084 0.517789 1.32373 0.848823 0.50726 0.734144 1.16981 1.39113 1.62571 1.12899 1.77913 0.978354 2.75007 1.24361
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.5132031975000001 47.079243513300007 0.50291907430000016 0.38334181610000007 37.995872310650007 0.50035927070000008 41.600558339100012 0.51657136015000005 0.5195503128500002 0.38906020780000011 0.38723391515000005 0.39019789825000006 0.5218855723000001 35.771221912400001 0.36476452800000009 0.36476452800000009 0.48077901860000011 41.965446242000006 43.477771593600004 0.3447651268000001 0.3447052483500001 43.61821939175001 43.895345911700005 42.686561923500008 42.876019054300009 0.47757552170000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 5 6 8 -8 -2 -10 -3 -6 -13 14 -14 -15 -17 19 20 -1 21 -19 23 24 -23 -24 -27 29 -29 -25
right_child=4 3 -4 -5 11 -7 7 -9 9 -11 -12 12 13 15 -16 16 -18 18 -20 -21 -22 22 25 27 -26 26 -28 28 -30 -31
leaf_value=9.1604210195670506e-05 0.0016075826694457985 0.00077076258655762607 -0.0022959046150797875 -0.00080894794220182889 0.0008194740657647664 0.001358373272109147 -0.0026068052555858483 0.00031714780221504433 -0.0022682200558160602 0.00079723617420578499 0.0018495828004525207 -0.001232191387173022 -0.00011994573345838057 -0.00096896482544520037 0.0013860584213993003 0.0017391786560243881 4.5853093564157639e-05 0.00020253544940425312 -0.0009176268687564697 0.0017122423199371808 0.00026887945762743933 -0.00032270067598898569 0.0016790544071273754 -0.00066289566021561909 0.0023814150948718955 -0.0020056550500961359 0.00019870260866406133 0.00078675709422728018 -0.0017558328228584029 -0.0024257854730607587
leaf_weight=3.0703353085609697 1.5404405901208504 5.6555085536092502 1.8686103828367766 2.6831771422876036 4.5616260934621087 1.4766740680206565 3.4408789994195104 1.2732725359965114 1.0165060840081421 0.69770532310940314 4.7611102573573589 2.5187296748918007 4.6248088092543167 3.7110660523176184 5.0345529895275831 1.3852339738514263 115.31847527585171 49.622619284411485 4.624697618186473 2.0871747536584735 71.57498189387843 3.0347824901546145 1.7160932869082923 3.6278187958523613 1.1899270713329313 1.5341831716068579 17.071101240260759 3.7179533350281417 2.9199705627397634 2.6713525841478258
leaf_count=140 9 32 22 40 30 13 57 22 45 13 31 27 39 28 24 9 2414 530 28 15 441 92 21 56 3 27 268 30 80 47
internal_value=0.000105751 0.000161232 0.000109084 0.000839293 3.633e-05 -0.000617549 -0.000983701 -0.00181706 0.000223361 -0.00102054 0.00126386 8.1361e-05 5.59675e-05 8.09111e-05 0.000664998 3.40572e-05 6.59523e-05 0.000135761 0.000116442 0.000747455 0.00014658 4.60856e-05 -0.000161033 -0.000537966 0.000438938 0.000157295 1.69323e-05 -0.000856981 -0.000331708 -0.0014105
internal_weight=330.031 183.431 170.332 13.0998 146.6 9.44548 7.9688 4.71415 3.25465 1.71421 10.4166 137.154 132.593 130.074 9.65936 120.415 116.704 168.463 163.305 5.15751 158.681 87.1058 37.4832 17.1618 4.22471 20.3214 18.6053 12.9371 6.63792 6.29917
internal_count=4633 1903 1800 103 2730 159 146 79 67 58 63 2571 2541 2514 63 2451 2423 1778 1623 155 1595 1154 624 308 95 316 295 213 110 103
is_linear=0
shrinkage=0.00196078


Tree=832
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 1 0 2 2 2 0 0 2 0 1 2 1 1 1 1 0 2 2 2 2 0 2 1 0 0
split_gain=0.082576 0.25015 0.194177 0.158716 0.13439 0.275821 0.155425 0.357916 0.0917155 0.668046 0.984795 2.3921 1.60638 1.14689 0.878844 0.745454 0.52144 1.40674 1.7189 1.02982 0.892648 0.763466 0.52049 0.79259 0.687797 0.386023 0.367992 1.67667 1.67623 0.276093
threshold=0.62376874945000005 0.47634801355000006 0.58454836680000011 40.722669576350008 46.095286511800005 0.51869704500000013 0.63528038085000016 45.921757303800007 43.182896969600009 42.783136484500005 0.48001556840000009 0.48149755995000004 43.022303514600004 0.50386215985000016 0.34458549145000011 42.759119507950011 0.34626208795000007 0.34527409360000011 0.34524415440000006 0.35585760905000008 0.47787491390000009 44.026978245600006 48.96897326980001 43.847983878700006 44.131787411600008 0.50386215985000016 43.321682097200004 0.36042334060000009 0.47076434840000009 0.39614083410000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 -2 3 -3 6 -6 -5 -8 9 15 14 -12 13 -13 -11 -1 17 18 20 -18 22 -19 23 -10 -25 -14 -21 28 -28 -26
right_child=1 2 -4 4 5 -7 7 -9 16 10 11 12 25 -15 -16 -17 19 21 -20 26 -22 -23 -24 24 29 -27 27 -29 -30 -31
leaf_value=0.00073251338771365465 -0.10677180964101363 -0.10313210253310348 -0.10694365511355922 0.075393716003529357 -0.050392532373208246 0.035210657194432053 -0.10949047288572421 0.073434190752447226 -0.05936450245191395 0.018649572748153233 0.063679661364121232 -0.14320085480610012 -0.025775843032650476 -0.028675739557199233 -0.11676843669583242 0.065609553493448255 0.053992469640581298 -0.091016107480688016 0.093882487334099832 0.039336211839030022 -0.057466073369997719 -0.0063151096751314674 -0.024063156664566626 0.092903554162017468 0.057372217700547137 0.029994249285677538 0.060849192077653547 0.0062786817271429695 -0.21878808368108771 0.0047846485939366523
leaf_weight=221.77950473581313 0.27501904683049305 0.14040349878939729 0.18080924043567836 0.48392946290550787 0.83973526215413563 0.68216817465145141 0.19094253673574713 0.24320311693008989 1.1017052761744723 0.6613154964825293 3.2561809644103041 1.8474867511540636 2.7701480537652969 1.6601977245154556 1.7407319852063663 1.7853391764365358 5.0683336406946209 2.6934098261408499 1.951614864170552 2.7644190356368226 2.7418083330849194 1.7592647485435007 4.0124039137153877 1.4645476240330024 1.2773920802501377 2.2485162484226748 0.31808596057817595 22.815060935303336 0.65736057283356786 4.5705278819659725
leaf_count=2693 38 169 115 27 31 42 69 3 39 29 17 24 14 33 72 16 27 28 5 24 19 23 42 32 30 31 59 803 8 71
internal_value=0.000584024 -0.0158221 -0.0067634 0.000256307 0.00620558 -0.0120223 0.0364222 -0.0070183 0.000755234 -8.46036e-05 -0.021129 -0.00923205 -0.0370768 -0.0889958 -0.0794861 0.00125061 0.00450873 -0.00747838 0.00554469 0.0126861 -0.00582115 -0.0575505 0.00557383 0.0197066 0.0316195 -0.000789123 0.00480223 0.000789438 -0.1276 0.0162716
internal_weight=293.982 3.03621 2.76119 2.58038 2.43998 1.5219 0.918075 0.434146 290.945 237.749 14.1846 11.7825 8.52635 3.50768 2.40205 223.565 53.1959 21.5727 17.12 31.6233 15.1684 4.45267 12.4266 8.41417 7.31247 5.01866 26.5549 23.7905 0.975447 5.84792
internal_count=4633 494 456 341 172 73 99 72 4139 2929 220 119 102 57 101 2709 1210 289 238 921 233 51 214 172 133 45 894 870 67 101
is_linear=0
shrinkage=0.1


Tree=833
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 2 0 0 2 0 1 1 0 2 2 1 1 2 0 2 2 1 0 0 1 2 0 0 2 0
split_gain=0.0819277 0.184195 0.413114 0.305831 0.0774625 0.584256 0.861906 2.02441 1.35741 1.07472 0.81165 0.64839 1.17597 0.622536 0.498223 0.68343 0.616012 0.55643 0.778439 0.263003 0.735031 1.12789 1.47432 0.245642 2.99205 0.757681 0.642776 0.541369 0.456927 0.372167
threshold=50.666627092000006 0.58035687555000015 51.757767929250001 52.834037000700008 43.182896969600009 42.783136484500005 0.48001556840000009 0.48149755995000004 43.022303514600004 0.50386215985000016 0.34458549145000011 0.3465914194000001 0.5132031975000001 42.759119507950011 43.521589032450009 0.34575312120000007 0.35696536035000009 43.735142172100005 0.53447501570000011 43.930205408700004 43.895345911700005 0.34527409360000011 0.53866650695000018 0.47976108500000009 0.34524415440000006 44.131787411600008 0.47774018740000007 0.46898296455000005 43.968221017800005 0.50947576420000018
decision_type=2 2 2 2 2 2 2 2 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 13 10 -8 9 -9 -7 -10 -13 -1 15 -6 -17 18 -16 20 21 -19 -23 25 -25 -21 27 -27 -26 -30
right_child=1 3 -4 -5 14 6 7 8 11 -11 -12 12 -14 -15 17 16 -18 19 -20 23 -22 22 -24 24 28 26 -28 -29 29 -31
leaf_value=0.00063017488394177194 0.073246561961859621 -0.11529790930052719 -0.10122362540491157 0.022600467927597182 -0.01759872427032377 0.016908442884726833 0.059434568530813553 -0.13898792875593122 0.045262828046605405 -0.026463116317297461 -0.11517191029039026 -0.095253227113055311 0.026019417224618743 0.060763479533762654 -0.072769715199158355 0.069365456942880141 0.013104832333373282 0.076308708681087134 0.027124964739143831 0.066039815524255377 0.072916794001446586 -0.10959207393215722 0.033867147289823561 -0.19364539960475968 -0.081645113509071277 0.0031773524312713342 0.066134531468016997 -0.05146420186860691 0.035241719917932811 -0.003398260561029225
leaf_weight=222.19348108157794 0.40707535727415123 0.40677300954121165 0.20358948688226519 0.26599725265987217 2.9716231019610841 0.65672595727028182 3.1458005458116522 1.7197249252349123 1.8578676581382749 1.6759742822869155 1.5957964317349249 1.4612657874822619 1.7658811366418374 1.7350517522281723 2.3107469854876395 3.5717428745701909 4.2761519440900884 1.2752064997330297 1.1776389517908681 2.0038488997961386 1.9205417147168189 1.4106549206189813 1.4555157079594208 0.83303851820528763 0.65797102660872298 8.87545704875083 1.3071099805529218 2.2787427224684498 3.0096040968783226 14.512222331482915
leaf_count=3018 13 72 98 25 37 29 17 24 7 39 72 13 32 17 40 16 60 11 24 27 16 41 8 8 123 193 7 35 56 455
internal_value=0.000526669 -0.0246835 0.01508 -0.0607762 0.000637607 -0.000137894 -0.0200475 -0.00907873 -0.0344928 -0.0834504 -0.0766637 -0.00179955 -0.0288933 0.0010961 0.00406244 0.0232448 0.0387102 -0.000760976 -0.0390464 0.00261674 0.021783 -0.00193005 -0.0367398 -0.000853731 -0.00832526 0.00896677 -0.000210902 -0.00798562 0.000166514 0.00323866
internal_weight=292.939 1.28344 0.610665 0.67277 291.655 237.808 13.879 11.6265 8.48071 3.3957 2.25252 5.08501 3.22715 223.929 53.8478 10.8195 7.84789 43.0283 3.48839 39.5399 6.06192 4.14138 2.86617 33.478 19.0128 14.4652 12.4613 11.1542 18.1798 17.5218
internal_count=4633 208 111 97 4425 3268 233 132 115 63 101 52 45 3035 1157 113 76 1044 64 980 76 60 49 904 642 262 235 228 634 511
is_linear=0
shrinkage=0.1


Tree=834
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 0 0 2 1 0 0 0 2 0 2 2 0 0 1 2 0 2 1 1 2 1 2 2
split_gain=0.402919 1.16827 0.720308 2.07385 0.843972 1.47644 1.3944 0.717041 1.15197 1.30094 0.596521 0.538803 2.32754 1.1712 1.49191 1.63723 2.36857 3.22118 2.06672 1.66842 2.60116 1.07941 1.44694 2.30333 1.79711 1.43753 1.03264 2.08627 0.99635 1.5919
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.3465914194000001 0.34608245260000009 0.35331277505000008 0.48654231910000006 0.48368312325000012 41.257948413050009 0.36265381275000008 0.48104847160000008 0.48368312325000012 0.49588335680000006 42.283941020600004 0.52507409960000018 43.521589032450009 43.813842866750008 0.50913146310000013 0.53146612375000013 0.40651477500000005 43.477771593600004 0.47709649410000005 42.759119507950011 0.34545372890000009 0.3453339720000001 43.157831852650006 0.34650160175000005 43.61821939175001 43.895345911700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 8 -1 -10 -4 21 -13 26 -15 16 -16 -18 -19 20 -17 22 23 -2 25 -24 27 -14 -23 -30
right_child=11 -3 10 -5 6 -7 -8 -9 9 -11 -12 12 13 14 15 19 17 18 -20 -21 -22 28 24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00019991125268812318 0.0007476181810464334 0.0010009145626690714 -0.00090646279748142771 0.0017228907165529556 -0.0017802059124603906 0.0012017876611964237 0.0002886772799274555 0.0011193484753155949 0.00018233754343961888 -0.0015929717118583838 3.4653682474820142e-05 0.00090864702717759465 -0.0002241418322343818 -0.0017199640002480319 0.0011681117916334431 -0.0025296525858851241 -0.0039785043724956098 0.0012349633471758978 -0.0017136656383026226 6.1619416528498332e-05 0.00052524649325261024 0.0014409256484571246 -0.0012396991145213496 -0.0016134387702135143 -0.0020247246776879551 0.00069453637925480751 0.00012811587389147271 -0.0022066475108658097 -0.0019955709030150038 0.00013521802559816936
leaf_weight=68.179964765797195 5.6539452203069258 5.8567663717549285 2.6471325548482119 3.5078950319439164 2.1700048139318815 5.6402991749346247 2.9622466845903546 2.8994906693696967 3.2943920791149131 3.0619755163788795 118.72512740718207 11.396851159166543 5.4253859594464284 1.7215294524939952 11.052781877573578 2.5016108001582316 0.83391562383621831 2.7317781149176881 1.3733526922587769 35.74374210798851 1.8746181144233558 1.9562094511165948 3.1938708487432432 2.209288877016661 4.165801864117384 2.7485543806105852 5.3000607391586518 3.2713569924235344 1.4604324109095639 17.512004496893496
leaf_count=656 79 36 42 46 27 47 40 20 15 26 1620 99 33 49 55 145 14 39 90 796 56 23 31 114 53 18 39 23 27 275
internal_value=8.66401e-05 0.000136973 0.000113228 0.000244371 0.000185573 0.000233244 -0.000586082 0.000162696 0.000125482 -0.000672861 1.41279e-05 -3.59535e-06 8.5444e-05 -4.51686e-05 7.80051e-05 0.000133167 0.000663672 -0.000465183 0.000248513 -7.82917e-05 -0.00122104 -0.000194095 -0.000546568 8.42452e-05 -0.00103728 -0.000345056 -0.00055411 -0.000969879 0.000108573 -2.88027e-05
internal_weight=341.072 218.945 213.089 91.7163 88.2084 83.0761 5.13225 77.4358 74.5363 6.35637 121.372 122.127 83.227 71.8301 57.8333 56.1118 15.9918 4.93905 4.10513 40.12 4.37623 38.9001 17.9715 7.86323 10.1082 5.94243 13.9968 8.69674 20.9286 18.9724
internal_count=4633 2575 2539 877 831 764 67 717 697 41 1662 2058 1438 1339 1244 1195 198 143 129 997 201 620 295 193 102 49 95 56 325 302
is_linear=0
shrinkage=0.00196078


Tree=835
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 2 2 1 2 0 0 2 2 0 1 2 2 2 1 1 0 0 2 0 2 1 1 0 1 2
split_gain=0.508197 1.87969 3.08446 2.48471 1.06284 0.846021 1.71625 2.01418 0.749951 0.710201 1.48474 1.71717 1.76201 1.23284 0.620861 2.07332 1.85178 0.927557 0.566222 1.07805 0.856405 1.22098 0.679361 2.1828 0.964049 0.555608 1.09903 1.21235 0.979868 0.960446
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.37407562650000009 42.243697547450004 42.431220712750012 0.34626208795000007 41.600558339100012 0.48104847160000008 0.48368312325000012 43.157831852650006 42.670715716450012 0.48265022005000008 0.34587287805000005 43.477771593600004 43.663128814500006 44.749265482150008 0.36551300860000008 0.36476452800000009 0.48588365620000007 0.48368312325000012 41.444941515100005 0.48911709230000006 38.474425342400004 0.34515433670000012 0.34503457980000002 0.47787491390000009 0.34524415440000006 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 2 5 8 -2 18 7 -7 -3 14 13 12 -12 -11 -8 -16 -17 -18 19 20 21 25 23 -22 -25 26 29 -28 -27 -1
right_child=4 3 -4 -5 -6 6 9 -9 -10 10 11 -13 -14 -15 15 16 17 -19 -20 -21 22 -23 -24 24 -26 28 27 -29 -30 -31
leaf_value=0.00030983197308435533 -0.0012844078488468721 0.00083271444429122308 -0.0023494968639290732 -0.00084800730228640664 5.1541436204578731e-05 -0.0026915335623332536 -1.7664283132973974e-05 0.00030217709130468586 0.0018687738816271454 0.00021066556253596233 0.00026384259577036021 0.00066090206204768307 -0.0016807537140677321 0.0016828617102394811 -0.0026830809298231365 0.0022297664034052183 -0.0025108430416475036 0.0001136248836337035 0.0010948557266096258 -0.00083825621997200644 0.0018691736412422293 -0.00071619743220221934 7.3008728167804499e-05 0.00097480056446031915 -0.00042414242709152845 0.0010683714044849521 0.00013510414695597998 -0.0020001277710649011 0.00027002882245411941 -0.00084549397666521854
leaf_weight=27.662036107241878 2.3267450183629981 5.9239995535463077 1.9077470000775054 2.5520269195549181 143.20615906536784 1.9440952324948733 29.93168077331211 1.5552957812324164 4.9144585225731134 4.3177120266482252 3.4773638620972616 6.3701018206775188 3.6951145231723785 4.4315190315246582 1.5040604199166399 1.0587243312038483 0.86308862408623133 1.2939691580832002 3.0452228961512438 3.4655526969581834 5.2939737960696238 5.3531074938364318 5.3816885873675337 3.5552648045122623 4.0529143679887056 7.0538052837364367 2.1360614506593256 1.9608118077740071 36.478404691260948 3.0738682501832946
leaf_count=362 33 32 22 40 2697 41 421 7 31 28 15 28 31 63 41 5 19 67 14 24 38 35 30 27 44 37 69 19 258 55
internal_value=0.00011679 0.000185198 0.000129756 0.000892639 3.01826e-05 0.00015775 -2.816e-05 -0.00136099 0.00130249 5.37474e-05 0.000326763 -7.99764e-05 -0.000737974 0.000956339 -0.000121887 -0.000782836 0.000105932 -0.000936485 0.000261304 0.000237236 0.000273776 0.000189813 0.000658228 0.000902331 0.000229577 0.000251703 6.71311e-05 -0.000886843 0.000399389 0.000194289
internal_weight=329.787 184.254 170.863 13.3905 145.533 168.955 60.4427 3.49939 10.8385 56.9433 22.2918 13.5426 7.17248 8.74923 34.6515 4.71984 3.21578 2.15706 108.513 105.467 102.002 83.7181 18.2838 12.9022 7.60818 78.365 34.8328 4.09687 43.5322 30.7359
internal_count=4633 1903 1800 103 2730 1778 766 48 63 718 165 74 46 91 553 132 91 86 1012 998 974 835 139 109 71 800 505 88 295 417
is_linear=0
shrinkage=0.00196078


Tree=836
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 1 1 1 2 0 0 1 1 0 1 1 0 0 1 0 2 2 2 1 1 1 0 0 2
split_gain=0.0882371 1.27941 0.533213 0.38683 0.36395 2.45396 0.786652 1.1268 0.89831 1.69401 0.936274 0.769268 1.97155 0.610939 0.998151 1.57832 0.555809 0.591877 1.10867 2.03199 1.15631 0.804881 0.786972 0.960701 0.6628 0.761996 0.414578 0.378458 1.01738 0.696018
threshold=0.52507409960000018 0.5261668812000001 0.38334181610000007 0.38512319990000005 0.52252926560000013 38.751720283100006 0.38906020780000011 0.39019789825000006 0.39048232090000007 40.300545846000013 0.5116313883000001 0.5195503128500002 0.38334181610000007 0.38976377950000002 0.52324780695000006 0.39500314360000005 0.37977904855000005 0.51017933595000009 0.50291907430000016 0.37227927305000003 0.50101793360000013 41.600558339100012 39.852039223600009 43.022303514600004 0.36618664115000005 0.36551300860000008 0.36476452800000009 0.48588365620000007 0.48368312325000012 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=4 -2 -3 -4 6 -6 11 -8 -9 -10 -11 12 16 -7 -15 -16 17 18 20 21 24 -20 -19 -24 25 26 27 28 -1 -29
right_child=1 2 3 -5 5 13 7 8 9 10 -12 -13 -14 14 15 -17 -18 22 19 -21 -22 -23 23 -25 -26 -27 -28 29 -30 -31
leaf_value=0.0018392215936794305 -0.1214813066301091 -0.064143686004230607 0.067947802178128 -0.00043916438282915637 -0.047812259910836437 0.10015018217840832 -0.095729348917034662 0.064697113145404481 -0.17698142660648769 -0.10787055723368429 0.059439464864847469 0.044642275779753715 -0.094184656147867002 0.071332849758494049 -0.11830437605090449 0.082277458394555192 0.037397298360803424 0.016494366231820642 0.02846733943975779 -0.052288111161712197 -0.069133956922504777 0.089608270027339079 -0.13441258820757093 -0.012898677293503547 -0.04950408629851747 0.055667209259268186 -0.037029167585861902 0.033382913326303124 -0.035765092692872695 -7.355758373806296e-05
leaf_weight=109.00219329070026 0.88512888188051775 1.3072742279618967 0.83438451588153739 95.124103970937853 3.4388053485890833 2.1563889579847455 2.0203111711889497 1.2835033480077984 0.64708006358705494 0.46118550410028536 1.2173320608781066 4.1390961770666754 2.1482640281319609 2.7641802710277261 0.87326894979923941 0.71225725244585192 4.37478033453226 1.7709501795470703 5.062932454980908 2.2353250076994291 2.377792850136756 3.7463120650500059 1.2246138290502133 1.3881565084448082 2.539973187740542 2.6006853803992263 2.803058734163641 10.016005034558477 7.7030673406552514 16.398911044001579
leaf_count=1474 51 15 3 2277 30 15 22 6 25 51 17 31 24 21 23 36 21 10 32 38 24 31 18 24 28 13 24 100 57 92
internal_value=0.000647776 -0.00179785 -0.000708717 0.000155478 0.00187808 0.0205144 0.000877136 -0.035932 -0.0024585 -0.0395219 0.0134698 0.00203132 0.00102575 0.0566286 0.0350525 -0.0281981 0.00220637 0.00129471 0.0022612 0.0328621 5.85768e-05 0.0544688 -0.0349699 -0.0698526 0.00114769 0.00201391 0.00105768 0.00180363 -0.000642831 0.0126125
internal_weight=293.257 98.1509 97.2658 95.9585 195.106 9.9449 185.162 5.62941 3.6091 2.3256 1.67852 179.532 175.393 6.5061 4.34971 1.58553 173.245 168.87 164.486 11.0446 153.442 8.80924 4.38372 2.61277 151.064 148.524 145.923 143.12 116.705 26.4149
internal_count=4633 2346 2295 2280 2287 125 2162 121 99 93 68 2041 2010 95 80 59 1986 1965 1913 101 1812 63 52 42 1788 1760 1747 1723 1531 192
is_linear=0
shrinkage=0.1


Tree=837
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 0 2 2 0 2 0 2 0 1 2 2 1 1 0 1 1 1 1 1 2 0 0 0 1 2
split_gain=0.375559 0.94806 0.790269 0.864186 0.517678 1.9241 1.93406 1.18595 2.68783 1.04459 0.870103 0.753965 1.40787 1.19742 0.930206 1.54905 0.700213 1.31095 1.22134 0.882298 0.617915 1.4182 0.605189 1.6028 1.49209 0.54878 1.53131 2.02784 2.35104 1.96907
threshold=42.081757894750005 42.027798546600003 0.57927906350000014 0.47447681205000009 0.48104847160000008 0.48368312325000012 42.206017975500011 42.686561923500008 0.47568935060000012 42.720329370750001 0.48185683060000012 43.477771593600004 0.47880302985000006 0.3447651268000001 43.61821939175001 43.895345911700005 0.34524415440000006 0.3453339720000001 0.48634771415000005 0.34566330350000002 0.34545372890000009 0.34518427590000006 0.34575312120000007 0.34479506600000004 44.749265482150008 0.49588335680000006 0.52507409960000018 0.53146612375000013 0.40651477500000005 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 2 -1 -4 7 10 -7 8 -2 -9 -6 12 13 -11 -13 -16 -8 -18 -19 -20 21 -10 23 -17 -24 -21 29 28 -28 -27
right_child=4 -3 3 -5 5 6 16 9 20 11 -12 14 -14 -15 15 22 17 18 19 25 -22 -23 24 -25 -26 26 27 -29 -30 -31
leaf_value=0.00015544179073850482 0.0006292295769270011 0.00095120748654325591 -0.0020441891469385916 0.00011473083065424608 0.00027350194616586191 -0.0028350239354818208 -0.0011305805518454478 0.0017135460638910739 -0.0024767661236819931 -7.4110106957298412e-05 0.001387965953281988 0.0014693104694235379 0.00024514213187163487 -0.0022295096914347438 -0.0019533967742330922 -0.00010786499020006457 0.0024169350272729034 -0.0014913509339681569 0.001712249903029919 -0.00045186739744096583 -0.0024773439464373724 0.000418648954854736 -0.0024863215327472648 0.001276177365327731 0.00051501164323859976 0.0011137100709302551 -0.0025953954658964494 6.6051577009751674e-05 0.00035096481591116106 -0.00040116878670136305
leaf_weight=206.54650093989039 2.975212732635554 5.7074909205839495 1.3228564708897459 1.5458466310069523 4.9295033034868521 0.91574762342497606 1.9321794882416714 1.3283274471759821 1.3491194178350272 1.643208625617264 5.9375414028763771 1.827897902046973 4.1198143139481544 2.4964294871897437 1.4360463350312809 10.545755589511829 0.90021085739135642 1.9568095877766598 1.2501248493790615 7.4296263065771191 2.2887556236237288 1.2557914257049558 1.0715828109532588 4.6289749508723608 1.5696826921775935 10.595255270833148 2.4859276418574145 36.303731818501547 1.7916837884986305 4.7903491265897165
leaf_count=1937 51 36 180 422 31 26 15 4 26 49 68 23 16 98 27 166 2 19 3 56 36 15 18 22 69 58 147 815 56 142
internal_value=0.000113743 0.000162736 0.000141246 -0.000880821 2.57353e-05 0.000114537 -4.07658e-06 -0.000161421 -0.000840483 1.28167e-05 0.000882423 -6.4183e-05 -0.000566339 -0.00137393 0.00013257 5.65199e-06 3.32591e-05 6.6572e-05 3.48046e-05 8.10002e-05 -0.00173403 -0.00108093 0.00016356 0.00031433 -0.000702654 4.88334e-05 0.000115302 -8.4404e-05 -0.00136131 0.000642048
internal_weight=334.878 215.123 209.415 2.8687 119.755 81.2187 70.3516 38.5366 7.86888 30.6677 10.867 29.3394 8.25945 4.13964 21.0799 19.252 69.4359 67.5037 66.6035 64.6467 4.89367 2.60491 17.816 15.1747 2.64127 63.3966 55.9669 40.5813 4.27761 15.3856
internal_count=4633 2575 2539 602 2058 1438 1339 620 128 492 99 488 163 147 325 302 1313 1298 1296 1277 77 41 275 188 87 1274 1218 1018 203 200
is_linear=0
shrinkage=0.00196078


Tree=838
num_leaves=31
num_cat=0
split_feature=2 2 1 1 0 1 0 0 1 2 0 2 2 0 1 1 2 2 0 1 1 0 2 1 1 0 0 2 2 2
split_gain=0.0999448 0.128541 0.172694 0.155884 0.389805 0.265266 0.223254 0.245178 0.140579 0.114704 0.111356 0.100096 0.182405 2.73926 0.707015 1.11117 0.449365 0.338861 0.490634 0.597308 0.53306 0.304116 0.178316 0.56497 0.945335 0.422625 0.525385 0.352322 0.221642 0.935968
threshold=35.119813570500007 32.724174661450007 0.38045268105000002 0.34377713240000007 0.49877249185000011 0.38723391515000005 0.5380527529500001 0.54450465555000005 0.31753540315000006 35.374259656300005 0.53017873715000008 35.887362732750006 36.257608591500009 0.50730517050000012 0.38512319990000005 0.39019789825000006 36.558960102350007 37.041406607950009 0.50452082270000009 0.38723391515000005 0.39019789825000006 0.54413041525000005 37.892416320650007 0.42307116555000007 0.4529056016000001 0.49194634890000005 0.52324780695000006 38.060777288450005 38.474425342400004 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=1 2 8 -3 -5 -6 -7 -8 -1 -2 -4 -11 13 -13 -15 -16 -14 18 -18 -20 -21 -22 23 25 -25 -19 -27 -24 -29 -30
right_child=9 3 10 4 5 6 7 -9 -10 11 -12 12 16 14 15 -17 17 22 19 20 21 -23 27 24 -26 26 -28 28 29 -31
leaf_value=0.038368033522411735 -0.026245431684513421 0.067357685944565093 0.05004239104430739 -0.04421224333682236 0.047323345880628087 -0.048912863036376236 0.063810046510279578 -0.012188813569163494 -0.10972734013733657 0.01670435330224497 -0.1018154567455468 -0.18484736142840041 0.053781149707654463 0.11998131630427065 0.10899181382005217 -0.11171414892751903 -0.0017829470576947145 -0.022011507327994218 -0.137771537990173 0.065928344704195244 -0.11724518864239181 0.0061005048079977135 -0.040697317136967635 -0.13689246068195549 0.013190757814338218 0.058414881991297407 0.0049174638836674139 0.015809671864619877 -0.046298144218253151 0.00081432689267712925
leaf_weight=0.083020656311417862 1.607017035786156 0.55778430309146632 0.27643385343253613 1.0178557963808996 2.4142651185393333 0.66422004625201259 0.7227596417069434 1.0286167151413108 0.28119867182704184 3.7828715335854204 0.058508156531047462 0.75433752592652981 1.5777543218100607 0.71623082458972909 0.41452932357788086 0.50725962023534521 3.499796259100548 1.6550866449251751 0.70704383403062809 0.43996372818946816 0.51986653474159539 0.32476257884991355 2.0861560437569997 0.62641924936906335 1.2716558571191852 4.004522948525846 3.3895902701187879 9.1958916265866701 4.2910548157378789 243.89001075627493
leaf_count=14 19 19 7 29 15 10 5 103 74 56 146 35 36 2 2 41 28 31 6 2 20 36 35 30 46 26 30 106 53 3571
internal_value=0.000687444 0.0124031 -0.0283103 0.016847 0.012029 0.0238814 0.000452395 0.0191745 -0.0759703 0.000395656 0.0235156 0.000546589 0.000328193 -0.027166 0.0454491 -0.0124625 0.000565241 0.000260924 -0.0243315 -0.063955 -0.0233261 -0.0698184 0.000760342 0.013262 -0.036341 0.0236663 0.0338907 0.000232871 0.000564628 -2.48529e-07
internal_weight=292.366 7.10466 0.699161 6.4055 5.84772 4.82986 2.4156 1.75138 0.364219 285.262 0.334942 283.655 279.872 2.39236 1.63802 0.921789 277.48 275.902 5.49143 1.99164 1.28459 0.844629 270.41 10.9473 1.89808 9.0492 7.39411 259.463 257.377 248.181
internal_count=4633 422 241 181 162 133 118 108 88 4211 153 4192 4136 80 45 43 4056 4020 92 64 58 56 3928 163 76 87 56 3765 3730 3624
is_linear=0
shrinkage=0.1


Tree=839
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 0 2 0 0 0 1 0 1 0 1 2 0 0 1 2 2 1 0 0 2 0 0 0 1
split_gain=0.0895516 0.19652 0.330649 0.274928 0.216672 0.638726 0.207278 0.217746 0.166499 0.218334 0.148651 0.125487 0.146963 0.105818 0.830595 0.790735 0.397674 0.384389 0.32169 0.511023 1.29329 1.5203 1.03883 0.832951 1.88988 1.24785 0.910159 0.604187 1.02997 0.47927
threshold=34.823977857500005 33.96174662340001 33.361153777850006 0.38045268105000002 0.38512319990000005 0.38906020780000011 0.50035927070000008 31.914316944300001 0.54413041525000005 0.56748300950000019 0.56915960600000015 0.38772791230000009 0.54191491270000014 0.35585760905000008 0.49588335680000006 0.35696536035000009 42.844429421150004 0.49194634890000005 0.48032993025000009 0.36880632320000012 38.621016321050007 43.118479346150004 0.37227927305000003 0.5132031975000001 0.50291907430000016 43.321682097200004 0.50101793360000013 0.51657136015000005 0.5195503128500002 0.38906020780000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 -1 -7 -10 -11 -3 -13 14 17 -15 -16 -2 -17 20 -20 -22 -21 24 26 -26 -24 -25 -29 -30
right_child=13 11 -4 4 5 8 -8 -9 9 10 -12 12 -14 15 16 18 -18 -19 19 22 21 -23 23 27 25 -27 -28 28 29 -31
leaf_value=-0.10236911007487909 0.0016294362358223226 0.069314164009388751 -0.076649999263357749 0.10296892443426298 -0.13900568174424446 0.096429413467360892 -0.11488655748811359 0.052360732506727653 -0.11326451629849649 0.097586271518116205 -0.10437361473672645 -0.035292546380546866 0.060983273876775802 -0.079571344473468031 0.067718509092567061 0.031290515661535352 0.013057547809029207 -0.03746004718999757 0.00042779875284386425 0.041760785866659836 -0.10842609235660261 0.01048622565471514 -0.01389909225283256 0.039005442723899733 -0.1045777552041674 0.012706001033322834 0.10676316271265236 -0.07422715686937767 0.024107233185338393 -0.0012264416998675437
leaf_weight=0.13285513207753741 128.14325054856454 0.8536646368447689 0.47564709598293564 0.39989217370748509 0.21041363105177857 0.45577194902580231 0.22759321564808488 0.2883432713788352 0.10828656495141331 0.18840390536934137 0.045185865220361165 0.33243800280615687 0.3031245278825736 1.2831166158430267 2.7374844695441416 3.0724494097667039 2.5905099790543318 2.566032823175191 10.542782535776494 5.8567324485629788 2.8323449920862904 1.7330255174892952 1.592131210752995 3.9759468310512593 3.358793860883452 1.2428464082186108 1.0292683689622206 1.871340577781665 8.0382140781730396 105.20544168311653
leaf_count=78 1394 27 37 6 3 6 6 11 18 2 147 6 39 13 34 130 22 15 62 45 40 29 42 28 57 28 13 23 57 2215
internal_value=0.000621916 0.015441 -0.00151088 0.0158659 0.0406846 0.0159767 -0.0379934 0.00355558 0.0568599 0.00410791 0.0585189 0.0442673 0.0106251 0.000414747 0.00243964 -0.00140186 0.0411419 0.000862047 -0.000734755 -0.00140285 -0.0188254 -0.0632867 0.000588686 -0.00132032 -0.0342937 -0.0729009 0.0334778 0.000679565 -0.000644169 0.000571783
internal_weight=291.693 4.02162 2.53239 2.05675 1.40795 1.00806 0.648792 0.421198 0.797648 0.341876 0.23359 1.48923 0.635563 287.672 136.037 151.634 5.32799 130.709 150.351 147.279 15.1082 4.56537 132.171 126.314 7.22304 4.60164 2.6214 119.091 115.115 113.244
internal_count=4633 386 314 277 182 176 95 89 173 167 149 72 45 4247 1465 2782 56 1409 2769 2639 131 69 2508 2463 140 85 55 2323 2295 2272
is_linear=0
shrinkage=0.1


Tree=840
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 1 0 0 0 2 1 0 2 0 1 2 1 0 2 2 1 0 1 1 2 1 0 0 1 0
split_gain=0.0977765 0.376091 0.546823 0.496466 0.356769 1.30178 0.666463 0.508903 0.365227 0.338495 0.28678 0.572705 2.40208 0.565785 0.521161 0.516462 0.527513 0.743985 0.639686 0.447654 0.384269 0.619629 0.812908 0.349116 0.340474 1.32795 1.73758 1.00122 0.487486 1.11378
threshold=42.243697547450004 42.027798546600003 0.40206880030000008 0.49194634890000005 42.477827694800006 0.34542378970000004 0.48911709230000006 0.52468488970000016 0.56579144335000009 42.498713093000006 0.32467590790000006 0.47697673720000006 41.289992964000007 0.47774018740000007 0.33400197600000009 41.32819714970001 0.32168198560000011 0.41229304515000009 35.771221912400001 41.362929270750008 0.34007963835000005 0.46898296455000005 0.34269932035000011 0.34377713240000007 41.444941515100005 0.34515433670000012 0.48185683060000012 0.48320409570000006 0.34536391125000004 0.48185683060000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 -3 5 -2 -7 -8 -9 -6 15 12 14 19 -12 16 17 -1 -19 -13 -16 22 -22 -24 28 -26 -27 -28 29 -15
right_child=4 2 -4 -5 9 6 7 8 -10 -11 11 13 -14 24 20 -17 -18 18 -20 -21 21 -23 23 -25 25 26 27 -29 -30 -31
leaf_value=0.094734227875420782 -0.11510738175131273 0.025282955975776591 0.063883792841758491 -0.027736207311015677 0.048099749074945825 -0.055553332887769591 0.048385651698784435 -0.036679024570611708 0.023569909670444044 -0.00080930094607616619 -0.088196742279471607 0.0041936680889061925 -0.14338956237049569 0.00085315976916463501 0.070905121191198628 0.10275038606191633 0.091474874321195221 0.046764452155076713 -0.098996025631377077 0.047397940202712957 -0.15667616286208685 0.014658898545175906 0.014957981109993926 -0.10541335526822747 -0.071764085060490243 0.0442253979002519 -0.087038608139771267 -0.0098620365268623639 -0.00040411919485257297 0.05102829277966129
leaf_weight=0.44488865049427762 1.2584047134805576 5.5034386937913933 2.2611497680918538 2.6007529380731285 1.4384257502169919 2.0541206654161197 2.2350908033549786 2.3516879146918654 1.7585272923097361 87.098063522515076 0.66362617868435148 4.9218023940920812 1.4207944169174869 14.449723743833603 0.77576045831665386 0.75587096660456143 0.57808537164964935 0.43703911453485467 0.96785771974828094 4.6773054450750351 0.53294918843312178 5.2463080562301911 1.0927446335554121 0.30910580659383402 3.113184820860627 5.8416685834527042 1.961575150489806 11.750307852069453 115.71700554681681 6.3762834183871737
leaf_count=41 39 43 35 26 17 23 12 30 40 1829 58 25 42 93 23 26 13 7 52 20 9 51 5 147 24 41 10 200 1620 32
internal_value=0.000562134 0.00187257 0.0204006 0.00826834 -0.0020055 -0.0202559 -0.0060452 0.00998171 -0.0109019 -1.46903e-05 0.00081755 0.000287982 -0.0229139 0.0016681 -0.00305763 0.0305667 0.00809363 -0.0179642 -0.0536525 0.0252456 0.00404323 -0.00317973 -0.0515501 -0.0115837 0.000246567 -0.0111035 -0.0014455 -0.0209027 0.00213072 0.0162152
internal_weight=290.594 192.399 10.3653 8.10419 98.1943 9.65783 8.39943 6.34531 4.11022 88.5365 182.034 178.85 10.0413 168.809 8.62049 3.18374 2.42787 1.84979 1.4049 9.59911 7.95687 7.18111 1.9348 1.40185 159.21 22.6667 19.5536 13.7119 136.543 20.826
internal_count=4633 2643 104 69 1990 144 105 82 70 1846 2539 2400 335 2065 293 139 113 100 59 45 235 212 161 152 2020 275 251 210 1745 125
is_linear=0
shrinkage=0.1


Tree=841
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 0 1 1 2 1 2 0 0 1 0 0 0 0 1 2 0 0 0 0 0 0 0 0 1 2
split_gain=0.0929776 0.71745 0.692569 0.510151 0.446131 2.69389 2.47081 0.856723 0.585321 0.961425 0.815887 0.733512 0.937041 0.933661 1.07484 0.745286 0.981744 0.704877 0.57984 0.496324 0.404271 0.651111 1.0672 1.07004 1.05997 0.74209 0.683934 0.885944 0.53017 0.459361
threshold=39.427119987250002 39.788107623550012 39.262923716450011 39.852039223600009 39.032633164100012 0.52252926560000013 0.39078171310000004 0.45218706025000005 38.751720283100006 0.40206880030000008 38.621016321050007 0.50218556330000019 0.50291907430000016 0.36551300860000008 0.5195503128500002 0.52252926560000013 0.52769378160000013 0.52812790035000023 0.37323732825000006 35.771221912400001 0.5641597557000001 0.54695967185000016 0.54284302865000023 0.53998383280000006 0.55131582885000008 0.55877069550000014 0.52925062125000011 0.5380527529500001 0.41461333495000008 37.345948426100009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -3 8 -6 -7 -8 10 -10 11 18 -13 -14 19 -16 -17 -18 -1 -15 21 22 23 26 -23 28 -19 -28 -26 -22
right_child=1 3 -4 -5 5 6 7 -9 9 -11 -12 12 13 14 15 16 17 20 -20 -21 29 24 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.013631313338761747 -0.023725443687273091 0.059576044809170052 0.042402898582998061 0.00050712330298097511 -0.11729172813181188 0.11340416077089904 -0.10498699364309283 0.015116982875845651 0.055549994522612459 -0.020746836655319855 -0.065525104047277502 -0.12826556988139914 0.069561364633894313 -0.01285352855528106 0.051668457711292984 -0.052063781230819277 0.093870230844683378 0.025914736417544326 0.08108664865286401 -0.079752576443645973 0.0030827762139116702 0.10856847093424425 -0.06837186355138701 0.058490988635008234 0.0086646160556267029 0.040201170277657017 -0.11791782135785463 0.0022850356284443841 -0.13103502492226987 -0.11436620434652785
leaf_weight=15.130774889660616 12.51212415473128 1.4723534866789112 4.3451451450237064 210.1812189683933 2.0738854929804793 1.7308918535709379 1.1632251339033248 1.2135051532604846 4.9438367469701907 2.4801293009259098 1.8344016574264959 0.62440073490143078 1.6090312302112604 1.8572112536057854 2.5027669575065401 3.7808648890350041 0.83855343423783679 1.7361145108006875 1.3915026701288287 2.7526607188628986 0.69908040772614188 1.3925563010852773 2.357766926754266 2.7123887855559587 0.52968864142894745 1.9415467283688486 1.1921958725433799 1.2624721489846704 0.55766778235556558 0.63594201330488431
leaf_count=314 134 17 34 3249 19 7 15 27 31 38 17 4 5 19 21 50 4 16 12 27 326 13 22 13 2 22 35 15 46 79
internal_value=0.000509769 -0.000457478 0.00383069 0.000918032 0.00108064 -0.0243854 0.0225219 -0.0436646 0.00395515 0.0300615 -0.000138937 0.0024969 -0.00708909 -0.00442101 -0.00887119 0.000275692 -0.00627445 0.00464404 0.0193124 -0.0528005 -0.000338239 0.00478686 -0.0102862 0.00955284 0.0363581 0.0031589 -0.0221213 -0.0560957 -0.0629825 -0.0528644
internal_weight=289.456 224.166 65.2902 211.654 60.9451 6.18151 4.10762 2.37673 54.7636 7.42397 47.3396 45.5052 28.9829 28.3585 26.7495 22.1396 19.6368 15.856 16.5223 4.60987 15.0174 13.6824 9.26094 6.90317 4.42146 3.0289 4.19078 2.45467 1.08736 1.33502
internal_count=4633 3400 1233 3266 1199 68 49 42 1131 69 1062 1045 719 715 710 664 643 593 326 46 589 184 101 79 83 70 66 50 48 405
is_linear=0
shrinkage=0.1


Tree=842
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 2 1 0 1 1 1 1 0 0 2 2 2 0 1 2 2 0 0 1 1 2 0 0 1 1
split_gain=0.341541 0.962877 0.556996 0.962835 0.704454 0.431247 0.417482 2.40573 0.942101 1.57867 1.04684 0.602664 0.593415 0.942906 0.898158 0.500665 2.97523 0.582357 0.821985 0.875704 0.720631 0.601912 0.475183 1.25364 0.984135 0.548576 0.452769 1.57376 0.592647 1.07187
threshold=42.081757894750005 42.027798546600003 0.57927906350000014 0.47447681205000009 0.47941678395000004 37.345948426100009 0.3584174126500001 0.49194634890000005 0.3465914194000001 0.34608245260000009 0.35331277505000008 0.36476452800000009 0.48654231910000006 0.48368312325000012 41.257948413050009 41.835830569250014 41.600558339100012 0.56685428580000019 0.43837010870000009 39.476991512000005 39.427119987250002 0.56345618395000019 0.55788748840000013 0.4289991317500001 0.43349001525000008 40.574766824850009 0.54353163080000011 0.54191491270000014 0.42209814075000007 0.41917906650000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 8 9 12 -10 -8 13 -1 -15 16 17 21 -19 20 -20 22 23 26 -25 -24 27 -13 29 -28
right_child=-2 -3 3 4 5 -7 11 -9 10 -11 -12 15 -14 14 -16 -17 -18 18 19 -21 -22 -23 25 24 -26 -27 28 -29 -30 -31
leaf_value=0.00017246802750926172 1.057298864364833e-05 0.00093618178643661376 -0.0020413277782658583 0.0016810047717985548 0.00076132316698379436 -0.0020746041462513442 -0.00066186376953474967 0.0017734064273272039 -0.0017366232276210371 0.0012272308604168506 0.00012686113761083113 0.0001085603996454542 0.00106035881117115 6.6764392238652989e-05 -0.0015035502932611582 0.00077932262517686984 -0.0020751819953900149 0.0014184968670135564 0.00014098062266937108 -0.00063093302616944581 0.002182948896133591 -0.00080875541792744317 5.7881801539196354e-05 -0.0021166779160015294 -0.00031890329537770899 0.0012484636051605968 -6.2160305155076746e-05 -0.0014573556853853488 -0.00029753770696174339 0.0011298177887374002
leaf_weight=66.28298801485289 118.27966525130978 5.7149963355332138 1.2371784916749669 0.73043325089747646 0.34391793983286334 0.51465874652785715 4.3606382427969939 3.7332771439105263 2.0576465777703552 5.5180889144539824 2.653831097719376 60.122962477384135 2.601186476647853 3.0115810558199874 2.6174480468034744 3.8149560457095495 2.4586838854011139 3.0261107722762954 1.7401144319919695 2.7787844832637347 1.0749379396438599 2.9518997210543594 3.1189838760765261 1.6364206075086247 4.1134771879005712 2.8452364876866341 5.014051379170267 2.5731237903237334 3.4321839301846913 6.8807049157330766
leaf_count=656 2058 36 180 14 186 222 56 46 27 47 40 500 20 15 26 35 38 35 50 30 4 48 39 53 32 11 51 16 20 42
internal_value=9.47697e-05 0.000142428 0.000120109 -0.000744291 0.000265562 -0.000938624 0.000132298 0.00023296 0.000165097 0.000215259 -0.00068698 5.27385e-05 0.000140317 0.000107038 -0.000663418 8.17034e-05 5.60559e-05 0.000107779 0.000595266 0.00014992 0.000920714 6.24437e-05 9.11017e-05 5.30303e-05 -0.00083055 0.00062585 0.000118146 4.42933e-05 0.000420245 0.000627358
internal_weight=327.24 208.961 203.246 2.82619 1.58901 0.858577 200.419 88.476 84.7428 80.0313 4.71148 111.943 74.5132 71.912 5.62903 107.583 103.768 101.309 8.61995 5.59384 2.81505 92.689 89.7371 83.7729 5.7499 5.96422 78.023 62.6961 15.3269 11.8948
internal_count=4633 2575 2539 602 422 408 1937 877 831 764 67 1060 717 697 41 1004 969 931 119 84 54 812 764 714 85 50 629 516 113 93
is_linear=0
shrinkage=0.00196078


Tree=843
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 2 1 0 1 1 1 0 0 2 0 1 0 0 0 0 2 2 2 2 1 1 1 1 2 0
split_gain=0.107472 0.2378 0.106811 0.483241 0.242708 0.1892 1.94044 0.46277 0.437574 0.630656 0.311037 0.842766 0.292333 1.01382 0.333541 0.286328 0.208986 0.31475 0.319069 0.515637 0.199683 0.190634 0.308391 0.259753 0.360676 0.289697 0.437723 0.401247 0.360692 0.327029
threshold=0.39587138110000003 0.3733870243500001 0.31060447290000009 49.247968080500009 0.31100865245000009 48.96897326980001 0.36042334060000009 0.5054040298000001 0.39670967935000007 0.40272746325000003 0.32467590790000006 0.4560492201000001 0.39672464895000009 48.823707093150006 0.43572048740000008 0.4529056016000001 0.58035687555000015 0.58887458460000019 0.61797550970000004 0.66718062335000017 40.099856909850011 48.393869453650005 47.927946529500012 45.700098835450007 0.37447980600000008 0.37820723930000005 0.39150025445000008 0.43967246490000006 47.309807198350008 0.61540073650000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -7 -8 -9 -10 12 -12 -6 14 20 -11 -17 -18 -19 -20 -14 22 23 -13 -25 -26 -27 -28 29 -29
right_child=2 -3 4 -5 5 6 7 8 9 15 11 21 13 -15 -16 16 17 18 19 -21 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=0.0095581148771988009 0.026975805029564107 -0.10974145751286615 0.030319071580407028 -0.10808625613373174 -0.010592852140307569 -0.14705655071388751 0.10796961102104147 -0.1047509422122692 0.10209223657712932 -0.10387391957542745 -0.088884128717871755 0.00099949273307838146 0.026560383442968308 0.1137058172436462 0.062185766951516869 0.051038321802465286 -0.11972583534601666 0.058139826652661077 -0.11612990400539461 0.050381181436862814 -0.031433040746872982 -0.02521772912268036 0.037010901754530132 -0.11151081328908451 0.061731794266274786 -0.10974956046995887 0.031443940002098977 -0.1284063657569656 0.020202475177484771 -0.014874439598258533
leaf_weight=0.41240240843029496 0.62027877464424708 0.28088342807313893 2.7515829894691697 0.46238565258681774 1.9072807952761639 0.95266893989173596 0.44607087690383229 0.35911485691031009 0.61974196968367357 0.29097111547525889 1.055479829811701 262.5898325874744 0.93660429090960029 1.2307218611240385 0.84734246321022499 0.61703452141955528 0.25333692159620103 0.57294676493620478 0.4118778234696947 0.33908428339054808 1.6218016713391987 2.8202862879261366 2.3465499184094361 0.4223231163341542 0.44487790763378177 0.50777634279802475 1.3299451196799057 0.57533842418342807 0.58119164220988739 0.45386673632310703
leaf_count=18 40 170 16 12 13 21 3 39 12 95 229 3421 45 4 9 24 36 35 27 43 33 39 36 75 8 23 43 16 18 30
internal_value=0.000549316 -0.0387759 0.00064386 -0.0307067 0.000762008 0.000476177 -0.0190795 0.0121006 -0.000244361 0.0118426 0.000816205 0.000300011 0.0223614 0.0359177 0.0078077 -0.0106628 0.00169741 -0.0176053 0.00193605 -0.0409446 -0.0102023 0.000645993 0.000916904 0.000599576 -0.0237356 -0.0142135 -0.024012 -0.0092057 -0.0427762 -0.0783402
internal_weight=289.062 0.693286 288.368 1.08266 287.286 284.534 4.86285 3.91018 3.46411 3.10499 279.671 273.127 6.54375 4.63647 3.40575 2.48525 2.19428 1.57725 1.32391 0.750962 2.55841 272.072 269.252 266.905 4.31532 3.893 3.44812 2.94034 1.6104 1.02921
internal_count=4633 188 4445 52 4393 4377 335 314 311 272 4042 3938 104 91 87 260 165 141 105 70 78 3709 3670 3634 213 138 130 107 64 46
is_linear=0
shrinkage=0.1


Tree=844
num_leaves=31
num_cat=0
split_feature=0 1 2 2 2 2 1 0 1 1 0 0 1 1 0 1 0 1 2 0 0 2 0 2 0 2 1 2 2 1
split_gain=0.0911658 0.218014 0.291683 0.104645 0.210233 0.161034 0.250402 0.196974 0.19051 0.567405 0.16979 0.143803 0.188985 0.166557 0.13972 0.0874936 0.710478 0.63814 0.347987 0.309524 0.787067 2.44316 1.48212 0.785601 0.69569 1.32111 0.916295 0.52022 0.422916 1.24997
threshold=0.39587138110000003 0.30609861980000008 44.952171034750002 34.823977857500005 34.214889417600013 33.361153777850006 0.38045268105000002 0.50035927070000008 0.38512319990000005 0.38906020780000011 0.46482141255000003 0.54413041525000005 0.43540612555000008 0.43643902880000007 0.50947576420000018 0.35585760905000008 0.49588335680000006 0.35696536035000009 42.844429421150004 0.48911709230000006 0.48458129995000004 41.444941515100005 0.48368312325000012 42.720329370750001 0.48185683060000012 42.546237522150008 0.3453339720000001 43.182896969600009 41.976795488650005 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -8 -10 -2 -11 -13 -14 -6 16 19 -17 -18 20 22 -22 24 -24 28 26 -26 -27 29 -5
right_child=3 -3 -4 15 14 -7 8 -9 9 11 -12 12 13 -15 -16 17 18 -19 -20 -21 21 -23 23 -25 25 27 -28 -29 -30 -31
leaf_value=-0.10306933258915547 -0.055401995806333218 -0.10956505174810827 0.071272106911468722 -0.01149319439145477 0.087130651469513057 -0.038873655307274935 0.10273150349753191 -0.11384588097087177 -0.1341942099011911 0.09454234493014893 0.080711552336675318 -0.11106011180593525 0.1054164415717157 -0.10353191469763823 0.017439341894367411 -0.071204289056098852 0.064424667431306107 -0.00069305651834453076 0.012515311683727921 -0.016532705400967629 0.084570079097789352 -0.012482875112221334 -0.10217869848202717 -0.018583866393902585 0.041729805089378368 0.10657882528807897 -0.01202536262633578 0.02331821461894288 -0.0097942841842111328 0.020026314521374242
leaf_weight=0.15040103899087753 0.20113335226324114 0.25306026386897429 0.26513670710846782 25.038846886222018 0.5831938579212872 0.71798048780317447 0.36266899108886697 0.21455938229337335 0.19552248157560825 0.43260622699744999 0.16835580438782927 0.096236988028977066 0.1662071580067277 0.049513957760325411 0.56771048540849733 1.2946957661770273 2.5936970352195194 148.55646081570558 2.5721185896545649 9.5844641141593439 4.4555933848023397 6.2073505036532879 2.0498675927519789 2.4895063638687134 4.8970790691673782 2.1381428390741344 8.9964070692658407 1.1562277004122732 36.493231605243636 25.289438934894861
leaf_count=130 42 50 8 345 19 55 6 6 3 6 11 16 2 149 34 13 34 2769 22 56 39 34 20 20 20 59 39 4 440 182
internal_value=0.000491516 -0.0363917 0.00817042 0.00057727 0.0171601 0.00143336 0.0167713 -0.0376367 0.0411633 0.0174114 0.00661743 0.057223 0.00547061 0.057457 0.0527538 0.000357829 0.00221483 -0.00130226 0.0385784 0.000756339 0.00214636 0.0280715 -0.000400314 -0.0563332 0.00204081 0.020422 0.00692188 0.0773568 -0.00159807 0.00434503
internal_weight=288.237 0.668598 0.415538 287.569 3.75569 2.60478 1.8868 0.584049 1.30276 0.940087 0.369489 0.744564 0.311958 0.215721 1.1509 283.813 133.962 149.851 5.16582 128.796 119.212 10.6629 108.549 4.53937 104.009 17.1879 13.8935 3.29437 86.8215 50.3283
internal_count=4633 188 138 4445 349 296 241 59 182 176 53 173 167 151 53 4096 1314 2782 56 1258 1202 73 1129 40 1089 122 59 63 967 527
is_linear=0
shrinkage=0.1


Tree=845
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 0 2 0 0 1 2 1 2 1 0 1 0 1 1 2 1 2 0 1 1 1 0 0 0 2
split_gain=0.280933 0.673255 0.482238 2.00877 1.13859 2.70634 1.5 1.12206 3.77813 1.1109 1.40147 2.714 1.20235 1.03813 1.14473 1.40164 1.03705 0.902117 0.832152 0.923796 1.37109 1.3404 1.23347 2.18668 0.693118 1.54078 0.670416 1.29705 0.651744 0.613919
threshold=42.081757894750005 42.027798546600003 0.48104847160000008 0.48389269780000005 43.157831852650006 0.48654231910000006 42.620627117000005 0.50386215985000016 0.52507409960000018 0.35799826355000003 42.686561923500008 0.34479506600000004 42.720329370750001 0.35799826355000003 0.4995209724000001 0.36166581840000006 0.54284302865000023 0.34584293880000011 0.34584293880000011 43.895345911700005 0.34479506600000004 43.61821939175001 0.47943175355000006 0.3447651268000001 0.34545372890000009 0.34524415440000006 0.56579144335000009 0.52468488970000016 0.53866650695000018 43.022303514600004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 9 17 5 -5 26 -8 -9 10 11 -2 -12 -6 -15 -16 -10 -4 19 21 -21 22 23 29 25 -13 27 -7 -29 -14
right_child=2 -3 3 4 13 6 7 8 16 -11 12 24 18 14 15 -17 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00010772236420687581 0.00086195863933020338 0.00080810800161166716 0.00038497483859049344 -0.0030154705469583203 0.0008202438371662375 0.00048696797947767691 -0.0016389658265855615 0.0013822224916881939 -0.0027668921725508664 0.00093308265013338811 0.0017110643175406873 -0.0024291940045646698 -0.00064006276591742979 -0.0023486308553477718 -0.0031137901410670473 0.00013948416748807557 -0.00076790226155756575 0.0014710780019823561 -0.0011627366393040077 -0.00015722978502261483 0.0010898225695834096 -0.0022400397357041648 0.00067347212792043698 -0.0022391130283103441 -0.0024592683438907979 0.00045132538886494109 0.00080711693562361263 -0.0017221984523300155 -0.00029605981406775943 0.001404632783928934
leaf_weight=200.7714693499745 2.1414535116782636 5.4191571570700026 7.2062281873077136 1.371780857443812 7.882037832401692 7.077525727450853 3.7027635388076288 2.9884480051696301 1.5521831144578753 3.2315217652358106 1.388572603464129 1.5120984031818809 1.0318332667957348 0.76350239187013613 0.51818003505468624 29.257322314639168 2.7935811290808488 4.9666887354105711 2.8472920989734112 10.279189346576457 5.0573947140946975 1.4779778026568227 3.4658778309822083 2.2741890139877796 2.6591032929718494 1.3525288272649048 4.6086637431872068 1.873082850128412 3.5996533315628767 1.2466848284384466
leaf_count=2539 39 36 36 16 38 39 25 18 28 101 4 29 18 28 5 928 73 67 33 166 26 22 11 73 40 14 69 35 33 44
internal_value=8.22166e-05 0.00012613 6.84214e-06 9.45624e-05 -3.67756e-05 -0.000326024 -0.000195177 -0.000759078 -0.000314856 -0.000169104 -0.000266063 -0.00101189 -6.9396e-05 0.000185821 2.20781e-05 8.28678e-05 -0.00148188 0.000828117 -0.000158712 -4.35933e-05 0.000253998 -0.000524192 -0.000207929 -0.000878921 -0.00173835 -0.00106916 0.000167535 -6.73296e-05 -0.000784166 0.000478687
internal_weight=326.318 206.191 120.127 80.1616 67.9887 29.5677 28.1959 11.037 7.33421 39.9657 36.7342 7.66518 29.069 38.421 30.539 29.7755 4.34576 12.1729 27.6804 24.8331 15.3366 9.49656 8.01858 4.55271 5.52373 2.86463 17.1589 12.5503 5.47274 2.27852
internal_count=4633 2575 2058 1438 1335 336 320 144 119 620 519 122 397 999 961 933 101 103 393 360 192 168 146 135 83 43 176 107 68 62
is_linear=0
shrinkage=0.00196078


Tree=846
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 2 1 0 0 2 0 2 1 1 2 2 0 0 0 0 0 0 1 0 0 1 1 2 1 2
split_gain=0.300709 0.88903 0.417051 0.585646 0.667253 0.501559 0.376099 0.352784 1.78616 0.957446 2.64704 0.929683 0.738071 0.960391 0.710645 2.17135 1.37849 4.38979 1.03077 1.61151 1.5309 0.831666 2.08895 0.79354 2.25189 0.66207 0.794864 1.68229 0.654319 0.586401
threshold=42.081757894750005 42.027798546600003 0.57670429030000014 0.47447681205000009 0.47941678395000004 37.345948426100009 0.44618424600000006 0.48104847160000008 0.48389269780000005 42.686561923500008 0.47757552170000012 42.720329370750001 0.34584293880000011 0.3459626957000001 43.157831852650006 42.686561923500008 0.50386215985000016 0.51809826055000008 0.56579144335000009 0.52507409960000018 0.49588335680000006 0.51017933595000009 0.38045268105000002 0.54284302865000023 0.55234873210000013 0.3465914194000001 0.37043801085000005 48.109449608500007 0.34479506600000004 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 2 -1 6 -5 -6 -4 9 12 10 28 -11 -9 -14 15 18 -17 -18 19 20 -10 25 -23 -19 -25 -16 -27 -28 -2 -13
right_child=7 -3 3 4 5 -7 -8 8 14 11 -12 29 13 -15 21 16 17 23 -20 -21 -22 22 -24 24 -26 26 27 -29 -30 -31
leaf_value=0.00014257572452207727 0.00096092092314405846 0.00092155851475613415 -0.0001418916616700604 0.0016344743291160696 0.0008814331997293607 -0.0020887555594344999 -0.0020319290025558262 0.00042216776733760208 -0.00038910159234158007 0.0016558121220768447 -0.0023621176084862214 -0.00048319899181173978 0.0020993051347825684 0.0001743965143214653 -0.00024417726843642081 -0.0020988767024255578 0.0019473937768344988 -0.0026644642950058978 0.00084220676064295571 -0.00095382132777768476 0.001201592900462908 -0.0025002705040316794 9.8293474795178951e-05 0.0018024727063743833 -0.0025033541103000414 0.0012645528009156211 -0.0022468434655746224 0.001514773999749407 -0.00047421442955757011 0.00012944407197276519
leaf_weight=197.39118350612443 1.9587698165123573 5.6196697035047682 0.63744253438926479 0.76185617546070694 0.37313246115934362 0.52772306493716314 1.1090225612406355 6.8881972664967162 5.0024098977446609 1.2947980910539652 2.5829670145176351 8.3274361291223631 2.9400264024734497 1.5074860798195002 2.4922744855284673 3.157571427524088 1.8992866077460346 1.7718584255781027 5.3519059703394296 5.964177972637116 4.3479172624647617 1.2427733907243261 27.68507311627036 0.75587059184908856 1.221805757799302 5.9602141883224249 0.84392006314010337 0.99725230038166046 3.2446741191670299 21.554327939695213
leaf_count=1911 37 36 37 16 186 223 166 36 27 4 48 163 59 8 12 31 10 30 84 74 26 44 854 4 50 34 47 8 43 325
internal_value=0.000107104 0.000152359 0.000130832 -0.000549124 0.000283778 -0.00085851 -0.00134208 2.85982e-05 0.000103092 -0.000124413 -0.000739458 2.91954e-05 0.0008242 0.00144686 -1.59023e-05 -0.000245965 -0.00106127 -0.000481263 0.000101451 -0.000157418 0.000350574 0.000156978 -1.33438e-05 -0.00171147 -0.000857661 0.000635625 0.000916691 -0.000209402 6.60239e-05 -4.1287e-05
internal_weight=325.413 206.42 200.8 3.40918 1.66271 0.900856 1.74647 118.993 80.03 38.963 7.78641 31.1766 11.3357 4.44751 68.6943 29.4728 8.80639 5.64882 20.6664 15.3145 9.35033 39.2215 28.9278 3.74953 1.97768 10.2937 7.80139 1.84117 5.20344 29.8818
internal_count=4633 2575 2539 628 425 409 203 2058 1438 620 128 492 103 67 1335 336 125 94 211 127 53 999 898 84 54 101 89 55 80 488
is_linear=0
shrinkage=0.00196078


Tree=847
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 0 2 0 1 1 0 2 0 1 1 1 1 2 2 2 0 2 0 0 0 0 2 2 0
split_gain=0.0845087 0.60071 0.578213 0.42654 0.375094 0.337877 0.491962 0.327121 2.13442 2.18673 0.706611 0.558123 0.679046 0.350801 0.232721 0.731118 0.835513 0.601719 0.799728 1.9593 1.71981 0.656825 0.451771 0.424369 0.841459 0.709874 0.557546 0.578605 0.712252 0.207425
threshold=39.427119987250002 39.525197829750006 39.262923716450011 39.476991512000005 0.4560492201000001 0.32012514595000008 0.41973294215000007 39.032633164100012 0.52252926560000013 0.39078171310000004 0.45218706025000005 0.48911709230000006 38.171717059500004 0.49405706415000006 0.42039160505000012 0.4289991317500001 0.43121463430000007 0.40651477500000005 38.751720283100006 37.892416320650007 38.324118171300007 0.53998383280000006 37.500638522700008 0.5485614203000001 0.55877069550000014 0.55980359870000018 0.5619592227500001 38.621016321050007 37.688226470200007 0.47396784530000008
decision_type=2 2 2 2 2 2 2 2 2 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 5 6 -1 11 -9 -10 -11 12 29 -13 17 -16 -17 18 19 22 -21 -19 -15 -18 -25 -26 -27 28 -28 -6
right_child=1 -3 -4 -5 7 -7 -8 8 9 10 -12 13 -14 14 15 16 23 21 -20 20 -22 -23 -24 24 25 26 27 -29 -30 -31
leaf_value=-0.10386470637706705 -0.0064891226874444893 0.00033623936335744732 0.039268355792002302 -0.078007444640380147 0.020285833965262061 -0.090006164464141003 0.088462525091769717 -0.10709435235194716 0.11215288292590603 -0.095142221996694587 0.014122293344327392 -0.055806981351481412 0.056074251095061645 0.0044719725899942013 0.053732495445713097 -0.12330965162864974 0.10032705007237115 0.0020108385819031169 0.057997831221910261 -0.0088356117520641021 -0.13382933057619706 -0.082159996330682494 0.047587138553224301 -0.13660522460710287 0.10985762283547883 -0.14471927995136555 0.010927079310453187 0.070636404275847664 -0.11310164595286243 -0.023977400032928742
leaf_weight=0.22325332594485192 1.6599059771542664 220.7625247558899 4.2923185753170392 1.6758525026962159 2.2993754935814632 0.83930222165963642 0.32898950483649969 1.8990745805203904 1.5995197594165804 1.1556442249566319 1.213212907205161 1.0814140290021885 4.3487787980120629 20.797808042727421 3.2881391542032343 0.54412512725684781 0.44490256253629912 1.8598484266549342 2.4098146362230173 2.5610621968517071 1.9305810134392229 1.8485845236864404 2.7518524695187798 0.42194156633922819 0.62558626098325465 0.26629142649471793 1.8316345610022899 0.97542272090868198 0.61964536364212097 1.9621259926352648
leaf_count=62 17 3352 34 31 34 125 7 17 7 15 27 17 29 172 23 36 5 16 13 29 26 37 26 14 4 3 341 27 65 22
internal_value=0.000617419 -0.000300186 0.00380948 -0.0424192 0.0012782 -0.0500359 0.0107111 0.0024939 -0.0199076 0.0218159 -0.0391823 0.00498004 0.0282746 0.000448206 0.00185717 0.0161461 -0.00542447 -0.00191492 0.00271672 -0.00203403 -0.0625599 -0.0399467 0.00951012 0.00694564 -0.00181829 0.0113509 -0.00533595 0.00549562 -0.0204254 -9.43166e-05
internal_weight=288.519 224.098 64.4202 3.33576 60.1279 1.39155 0.552243 58.7364 5.86745 3.96838 2.36886 52.8689 8.61028 44.2587 43.1772 9.01769 5.72955 34.1596 30.4511 28.0413 4.49164 3.70843 23.5497 5.18542 4.74052 4.31858 3.69299 3.4267 2.45128 4.2615
internal_count=4633 3400 1233 48 1199 194 69 1005 66 49 42 939 85 854 837 518 495 319 266 253 55 53 198 459 454 440 436 433 406 56
is_linear=0
shrinkage=0.1


Tree=848
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 2 1 0 1 1 2 0 0 0 0 1 1 0 0 0 2 0 0 0 0 0 2 0 2 0
split_gain=0.418114 1.26243 0.634386 1.06497 0.608817 0.60081 0.343867 1.70804 1.20638 1.35173 1.14805 0.978591 0.899072 2.33182 1.72458 1.74027 0.840157 1.11337 2.79692 1.67039 2.29455 2.04675 1.38573 1.14804 0.852869 1.12549 1.06811 2.77064 1.02203 0.872162
threshold=42.081757894750005 42.027798546600003 0.57927906350000014 0.47447681205000009 0.47941678395000004 37.345948426100009 0.44844465735000011 0.55788748840000013 0.46097422230000007 0.4690129038000001 42.580420142950011 0.58388970390000006 0.55348642255000013 0.54413041525000005 0.54284302865000023 0.42039160505000012 0.41347564445000012 0.52507409960000018 0.53203496900000014 0.50291907430000016 43.321682097200004 0.50913146310000013 0.52290350590000012 0.49194634890000005 0.48104847160000008 0.48389269780000005 42.686561923500008 0.47568935060000012 42.720329370750001 0.48735067810000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -8 -10 -9 -12 13 14 15 16 17 19 -19 23 -21 -22 -23 24 26 -26 27 -2 -28 -27
right_child=6 -3 3 4 5 -7 8 10 9 -11 11 -13 -14 -15 -16 -17 -18 18 -20 20 21 22 -24 -25 25 29 28 -29 -30 -31
leaf_value=0.00013090558500447843 0.00070629985698067931 0.0010321541843900637 -0.00204454524285469 0.0015682636907355936 0.0010069669311630195 -0.002072243112984221 0.00080745569174331985 7.3176219432292763e-05 -0.0022600986793754572 4.5626985652613801e-05 -0.0023733731129212082 0.00010266445163415139 0.0012223508192741725 -0.0023784005509909995 0.0017633917419834985 -0.0020400282730771778 0.0011821853440621736 -0.0020288634446296566 5.2737647751274981e-05 0.001429638326872369 0.00094862897385246132 -0.0027790031243298072 0.00041979547567458917 -0.00092606876420026334 0.00077531893148031854 -0.00084467018323103804 0.0017000936014812697 -0.0017228454449797169 -6.2121668374248495e-05 0.00028641450948699477
leaf_weight=201.23017077018085 2.903502290864707 5.9678058525023507 1.3829142132944974 0.76617949871433644 0.42531267706613107 0.57029032940044999 8.1607793639996107 1.9855070244520892 1.1004626769572485 8.7512546122743498 2.6449941230239351 0.79908910120138887 2.3159453487023702 1.5774321454809968 2.1452389578334978 1.6031649546639517 2.3332088734023264 3.5412435680627814 8.2940932952333224 7.3559827096760255 2.36396823823452 1.4806627701618711 0.80306943808682252 5.255199382081627 11.128596817143263 3.9560078781796602 1.3225626349449182 4.7724745864979923 29.244574499221926 7.7667526702280156
leaf_count=1937 51 36 180 14 186 222 63 13 74 417 95 19 21 41 8 105 25 173 55 40 19 44 11 36 103 32 4 77 488 44
internal_value=9.00213e-05 0.000143207 0.000117249 -0.000756627 0.000254326 -0.000756832 -4.85618e-07 -4.32e-05 0.000249916 -0.000211929 -0.00111431 -0.00179889 1.48616e-05 -1.37183e-05 2.50281e-05 -1.45916e-05 2.0504e-05 -9.54905e-06 -0.000570097 7.51221e-05 0.000748211 -0.000330295 -0.00165415 -4.665e-05 2.89955e-05 0.000328698 -0.000150085 -0.000804001 1.41249e-05 -9.52857e-05
internal_weight=333.948 210.343 204.375 3.1447 1.76178 0.995603 123.606 105.593 18.0125 9.85172 5.42959 3.44408 100.164 97.8477 96.2703 94.1251 92.5219 90.1887 11.8353 78.3534 12.0037 4.6477 2.28373 66.3497 61.0945 22.8514 38.2431 7.67598 30.5671 11.7228
internal_count=4633 2575 2539 602 422 408 2058 1504 554 491 127 114 1377 1356 1315 1307 1202 1177 228 949 114 74 55 835 799 179 620 128 492 76
is_linear=0
shrinkage=0.00196078


Tree=849
num_leaves=31
num_cat=0
split_feature=0 1 0 1 2 2 0 2 1 0 2 1 2 0 0 2 1 1 2 0 2 1 1 1 2 1 0 2 0 0
split_gain=0.408627 1.05961 0.69671 0.810826 0.577438 1.50623 2.87642 1.17587 0.79965 2.21491 1.23823 1.42346 1.60823 1.0237 1.1281 0.833774 0.96828 0.759069 0.729641 0.788386 1.61659 1.34566 0.944868 0.718595 0.563567 0.542917 0.528462 0.493837 1.69561 1.5531
threshold=0.51657136015000005 0.37644082515000005 0.48185683060000012 0.34458549145000011 41.976795488650005 42.686561923500008 0.47568935060000012 42.455548714850003 0.34515433670000012 0.47976108500000009 40.300545846000013 0.34560342505000002 38.474425342400004 0.47943175355000006 0.47847369840000004 40.636252116050009 0.34569324270000007 0.34479506600000004 42.720329370750001 0.47880302985000006 43.477771593600004 0.3447651268000001 0.34542378970000004 0.34545372890000009 41.641174900500005 0.3453339720000001 0.5195503128500002 42.431220712750012 0.48368312325000012 0.50291907430000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 8 6 17 -8 9 13 11 -10 -13 14 -1 -12 23 -6 -7 20 21 -20 -21 25 -18 -17 -3 -5 -29 -30
right_child=1 26 3 27 5 18 7 -9 10 -11 15 12 -14 -15 -16 16 24 -19 19 22 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=0.0001198155415321432 -0.0016390002838690828 -0.00089047579076716133 0.0014388156825698385 0.00016353946821939561 0.0014242426364270927 0.001590938943295665 -0.00085175174305625681 -0.0025046976123048476 0.00032150173498301832 -0.0017229953229895036 0.0014909618174853612 0.00029593395064810382 -0.0029561683862067119 0.0011465969308453517 -0.0013638976001285558 0.00012662587085321395 0.00044463997149449144 -0.00045007413879192556 4.1841223389913258e-05 -0.00017824497431985424 6.9196366402065717e-05 -0.0022180689284025312 0.0009199238999723575 -0.00042854539642718883 0.0016562645560502761 0.0011903510755936096 5.6009931147618326e-05 0.0016463633530260874 -9.5884212744532906e-05 0.0010348958072478359
leaf_weight=20.643588474111322 1.4612394496798504 2.3076259875670067 2.2967514954507342 61.603970856755041 2.1145049553306294 1.190820425748824 4.2535919859074056 2.708057876676321 4.6631059444043812 2.7539791315793982 3.6567306804354329 1.0342486427434781 1.3447920648613942 3.2999980673193923 2.17806168552488 4.8724421579390782 2.6550986166112116 1.3682682840153573 1.7177652996288113 5.4688116938341391 17.012154629570432 2.4690932010125834 6.7059439346194267 4.8877829611301422 3.3233573755715042 2.9687092080712318 132.1239517274031 4.0809281468391445 14.539545378647746 6.8793982052011406
leaf_count=409 38 25 10 427 38 4 50 40 27 16 19 43 19 14 30 42 18 18 49 26 309 98 31 23 38 12 2511 63 115 71
internal_value=0.00010405 2.17112e-05 0.000162118 0.00028885 5.24286e-05 -0.000114399 -0.000766928 -0.00149474 0.000181264 -5.05117e-05 0.000408857 -0.000308168 -0.00154237 0.000125817 -2.17877e-05 0.000634638 0.000467252 0.000687885 8.27762e-05 2.8963e-05 -0.000199423 -0.00129088 0.000426634 0.000161533 0.00111817 0.000529359 3.97627e-05 0.000258527 0.000488004 0.000267303
internal_weight=328.584 135.893 192.692 89.4006 103.291 45.009 10.4444 6.96165 58.2819 28.8756 29.4063 7.04215 2.37904 26.1216 22.8217 22.3641 18.7074 3.48277 34.5646 33.3738 21.199 4.18686 12.1748 12.7289 5.97846 7.84115 134.432 87.1038 25.4999 21.4189
internal_count=4633 2574 2059 686 1373 663 146 90 710 469 241 89 62 453 439 152 133 56 517 513 456 147 57 77 56 54 2536 676 249 186
is_linear=0
shrinkage=0.00196078


Tree=850
num_leaves=31
num_cat=0
split_feature=2 2 2 1 1 1 0 2 1 1 1 1 2 1 0 1 2 0 1 2 2 1 1 0 0 0 1 1 0 0
split_gain=0.0819409 0.177485 0.248887 0.238236 0.181283 0.491218 0.170461 0.170883 0.136171 0.125711 0.263679 0.163605 0.102694 0.0734262 0.624202 0.512995 0.316978 0.280801 0.484634 1.12838 1.30837 0.956163 0.778467 0.455529 0.405971 1.56418 0.992495 0.565345 0.549141 0.861253
threshold=34.823977857500005 33.96174662340001 33.361153777850006 0.38045268105000002 0.38512319990000005 0.38906020780000011 0.50035927070000008 31.914316944300001 0.38772791230000009 0.40206880030000008 0.43121463430000007 0.43643902880000007 34.424709467050008 0.35585760905000008 0.49588335680000006 0.35696536035000009 42.844429421150004 0.48032993025000009 0.36880632320000012 38.621016321050007 43.118479346150004 0.37227927305000003 0.37323732825000006 0.45995628875000011 0.5132031975000001 0.50452082270000009 0.37644082515000005 0.37644082515000005 0.51657136015000005 0.5195503128500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 6 -5 -6 7 -1 -3 -7 -11 -12 -10 14 -2 -15 -16 23 19 -19 -21 -20 -23 -17 25 26 -24 -27 -26 -30
right_child=13 8 -4 4 5 9 -8 -9 12 10 11 -13 -14 15 16 17 -18 18 21 20 -22 22 24 -25 28 27 -28 -29 29 -31
leaf_value=-0.10193735186107455 0.00088485733817034369 0.070508168852584083 -0.067521486356186627 0.10251410002691497 -0.12990616871179725 0.10642005486754313 -0.11261811933892969 0.046481652613669794 0.051208740685991877 -0.10876719675782592 0.10131866461474191 -0.10325783501915652 -0.03068292620894647 -0.063079204923697701 0.062033277236102115 -0.060844899257208179 0.01208331506433658 -0.00033183257751807482 0.040432551903025193 -0.10419542742078942 0.0076664424752994863 -0.11507118791546977 0.10744277579045394 0.046531375107907572 0.03757364742473205 -0.11827668442223004 -0.015629347193367317 -0.036506231302804094 -0.068982716086109785 0.00073295294937885812
leaf_weight=0.11080878306080411 129.57047561785021 0.80054656602442242 0.45954364811950643 0.33634617552161195 0.18230664543807507 0.27925651520490646 0.20016628690063953 0.25864814663873403 0.28971192548397084 0.11536993971094489 0.25046329479664564 0.046321596732070702 0.32482130905373197 1.3186306229326863 2.4958197697997084 0.46791678946465198 2.5876590013504028 10.497328031808136 5.8415527539327732 2.6869759745895854 1.7116732544382101 0.5949575062841167 1.0513008832931512 2.538614705670625 3.947356312070041 1.4194223037920894 1.7393552434514274 2.0911742918542586 1.800264605320989 112.96448677905937
leaf_count=78 1409 27 37 6 3 2 6 11 23 14 8 149 22 13 34 102 22 62 45 40 29 17 6 28 28 29 53 35 23 2272
internal_value=0.000727099 0.0156065 -0.00191295 0.0150282 0.040131 0.016116 -0.0382981 0.00196732 0.0433293 0.0546181 0.0195195 0.0693888 0.0079236 0.000536531 0.00223345 -0.000979997 0.0366071 -0.000431723 -0.00105322 -0.018148 -0.0606659 0.00088397 -0.00095528 0.02982 -0.000412185 -0.0251467 0.0307346 -0.0695681 0.000900726 -0.000360646
internal_weight=288.979 3.65431 2.23923 1.77969 1.21006 0.873718 0.569623 0.369457 1.41508 0.691411 0.412155 0.296785 0.614533 285.325 134.654 150.671 5.08348 149.352 146.346 14.896 4.39865 131.45 125.608 3.00653 125.013 6.30125 2.79066 3.5106 118.712 114.765
internal_count=4633 386 314 277 182 176 95 89 72 173 171 157 45 4247 1465 2782 56 2769 2639 131 69 2508 2463 130 2446 123 59 64 2323 2295
is_linear=0
shrinkage=0.1


Tree=851
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 0 1 2 2 1 1 0 0 0 2 2 2 0 0 0 2 2 2 0 0 2 0 0
split_gain=0.357699 0.877017 0.632347 2.10197 0.962072 1.34466 1.19269 0.834172 0.680743 0.499044 0.767993 1.13016 1.66719 1.58569 1.52062 0.570984 0.537423 1.1505 0.817502 0.478388 0.462766 0.920484 0.458849 1.35078 1.25761 1.13513 1.81891 0.619375 0.724172 0.443658
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.3465914194000001 0.34608245260000009 0.35331277505000008 0.48032993025000009 0.36476452800000009 41.972095654800007 41.184662530950007 0.41917906650000009 0.40115565405000009 0.52688542260000015 0.5619592227500001 0.58745247150000013 41.087689990200012 40.94178426300001 40.806664626150003 0.59180862850000016 0.48654231910000006 0.48368312325000012 40.003678352300007 39.955516828000007 40.300545846000013 0.54450465555000005 0.5619592227500001 40.148327922700012 0.53998383280000006 0.56859076075000015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 20 -6 -8 -4 10 16 12 13 -12 -13 -16 17 18 22 -17 21 -1 23 -10 27 -26 -27 28 -24 -28
right_child=-2 -3 8 -5 6 -7 7 -9 9 -11 11 14 -14 -15 15 19 -18 -19 -20 -21 -22 -23 24 -25 25 26 29 -29 -30 -31
leaf_value=0.00021711130116048211 2.3070255341127834e-05 0.00092440700277794956 -0.00072767858392915703 0.0017523488656821732 -0.0017898234902906185 0.0012088595255951911 0.0013927257441541413 -0.00082686512669835209 9.9304096212651205e-05 0.0012060850433262735 -0.0015239527160057964 0.00076099745237945726 -0.0029572647901407695 0.00096102464594711556 -0.0018842551521890106 0.001840578637330347 0.0008784402595319095 -0.0013375312652152184 0.0009649930557837481 -0.002094346186264846 0.0010146474759947378 -0.00062874350692231214 0.00015478039628706578 0.0016479312043389206 0.00059654249103704244 -0.0022612726949201214 0.0013547844606677257 -0.0021218144944956329 -0.001562103572538864 -0.00028201853332481707
leaf_weight=66.808966313094061 115.89712318555394 5.6044993849645826 4.2806678221386383 3.4929877351969472 2.0404232195869545 5.2602280825376502 1.2220733835347348 1.3930348493158815 63.253784484382209 1.4656826257705677 2.2747175602707994 4.5556167296599597 1.359611580148339 1.7443269258365033 1.5185334464185873 0.34503691177815188 3.4093901963788076 2.1329292747104764 4.190749971457989 0.18115193229459692 2.4876162111759177 5.3418357558548442 2.1472585001029105 2.2422148473560801 7.6712984640616906 1.6736484915018079 1.0268136300146582 1.4062220267223891 1.686316000879742 1.6756547327386213
leaf_count=656 2058 36 56 46 27 47 28 12 1045 20 47 35 16 15 33 3 24 30 40 76 20 41 17 10 47 16 7 38 41 46
internal_value=0.000110051 0.000159492 0.000137872 0.000261773 0.000200196 0.000250683 -0.000666269 0.000210378 3.8916e-05 6.98853e-05 5.39486e-05 -0.000413204 -0.00108037 -0.000445434 0.000130475 -0.00127432 0.000114435 8.52033e-05 0.000120094 0.000485895 0.000183155 0.000154487 7.73226e-05 0.00015232 -0.000206821 0.000141958 -0.000654925 -0.00100874 -0.000600444 0.000339891
internal_weight=319.79 203.893 198.289 88.0472 84.5542 79.8986 4.65553 2.61511 110.242 105.961 104.495 11.979 5.37866 4.01904 6.60034 2.04472 92.5163 89.1069 86.974 0.526189 74.6384 72.1508 82.7832 65.496 17.2872 12.0474 4.37612 5.2398 3.83357 2.70247
internal_count=4633 2575 2539 877 831 764 67 40 1662 1606 1586 225 78 62 147 112 1361 1337 1307 79 717 697 1267 1055 212 116 69 96 58 53
is_linear=0
shrinkage=0.00196078


Tree=852
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 2 1 0 0 1 2 2 1 2 2 1 2 1 1 0 1 1 1 2 0 1 0 2 2 1
split_gain=0.0786135 0.73865 0.298519 0.519372 2.1168 0.493323 0.896574 1.22214 0.473483 0.436501 0.391953 0.384196 1.82055 0.37733 0.332003 0.547112 0.296336 0.542853 1.09462 0.872674 1.42234 1.78825 0.611348 1.21441 1.3412 1.9483 0.715328 1.77571 0.359078 1.51434
threshold=42.081757894750005 42.027798546600003 0.32467590790000006 0.47697673720000006 41.289992964000007 39.476991512000005 0.32012514595000008 0.41229304515000009 0.47774018740000007 0.33400197600000009 41.362929270750008 39.683197198900011 0.34548366815000003 35.771221912400001 38.983591653800012 0.34007963835000005 41.319407281650008 0.34458549145000011 0.34494476210000008 0.47943175355000006 0.34569324270000007 0.34587287805000005 0.41997245590000004 41.835830569250014 0.54585192060000021 0.46280051495000007 0.5054040298000001 41.444941515100005 40.300545846000013 0.34479506600000004
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 13 7 -7 10 -4 -5 14 -13 -1 15 -11 28 -18 -19 -20 -21 -22 26 24 -24 -26 -23 -28 -10 -30
right_child=-2 -3 3 8 -6 6 -8 -9 16 11 -12 12 -14 -15 -16 -17 17 18 19 20 21 22 23 -25 25 -27 27 -29 29 -31
leaf_value=0.024406647558005604 -0.0014557376378645669 0.039993786762025842 -0.085801182649362442 0.0037700987728143949 -0.13929344114048908 0.094769076756183818 0.10695372339406957 -0.14274613411714063 -0.0012711209230059023 0.082126706458870713 0.044348798923217386 -0.12493474782782327 0.063414148221629232 -0.11475748927237002 0.054138202046978501 -0.015401580926987769 0.050317305989286333 -0.083466514598705493 0.035109416102161194 -0.082097570824550659 0.058792869494095318 -0.018297217933283823 0.067887737196924161 0.072186434697332907 -0.12824694167875469 0.061287970002536142 0.018900895199432208 -0.14843667852227246 0.075410070304273769 0.0045449804858131368
leaf_weight=0.45238517793410382 103.70702967942998 4.9751309913990545 0.59887378643179356 4.9330018498003465 1.3295841070357699 0.43610935688775532 1.3586759865283964 0.43048944137990475 85.368797739874424 0.69072350417263795 4.5999719873070717 1.0668937129084954 0.98882692455663335 0.34222606348339468 1.6361094300227703 3.4389736688444827 1.4815832674503351 1.9798973649740244 4.2495093680918243 2.7182551920413998 3.5896736979484585 7.293320029973982 1.0438635679893189 1.8856630193040471 1.6837975466623905 0.80003975125873683 1.0810492294840517 1.5339423215482382 3.2647545747458926 39.497045433086896
leaf_count=35 2058 36 58 25 42 40 9 6 1296 21 20 83 13 49 15 103 5 16 37 25 14 42 16 38 25 57 13 45 14 377
internal_value=0.000747675 0.00198454 0.000932657 0.000400018 -0.0220345 0.032108 0.0562602 -0.0232184 0.00170978 -0.00351923 0.0233507 0.00278088 -0.0343366 -0.0355291 0.0160146 0.000910773 0.000399688 -0.00866565 -0.0118024 -0.00631974 -0.0144592 -0.0047371 -0.0196214 0.00740311 -0.0272255 -0.0671981 -0.0343861 -0.0792586 0.00247556 0.00995535
internal_weight=288.456 184.749 179.774 176.754 9.74999 3.01989 2.22527 0.866599 167.004 8.4204 9.53297 7.82153 2.05572 0.794611 5.76581 4.1297 157.471 29.3406 27.859 25.8791 21.6296 18.9113 15.3217 5.41336 3.5277 2.48384 9.90831 2.61499 128.131 42.7618
internal_count=4633 2575 2539 2400 335 139 55 46 2065 293 45 235 96 84 139 124 2020 333 328 312 275 250 236 136 98 82 100 58 1687 391
is_linear=0
shrinkage=0.1


Tree=853
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 0 0 0 0 2 1 1 2 2 0 2 2 1 1 2 0 1 0 2 0 0 0 2
split_gain=0.630585 0.731129 0.682623 1.97764 0.744725 1.60949 1.14483 0.699717 0.804281 0.632486 1.91836 1.34988 1.2823 1.20629 1.15582 2.23555 1.1509 1.06798 1.46571 0.961411 1.08582 0.921199 2.66954 1.37927 1.26694 1.19659 1.39536 3.41621 1.01431 0.91734
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.3465914194000001 0.34608245260000009 0.35331277505000008 0.48654231910000006 0.48368312325000012 0.48104847160000008 0.48389269780000005 43.477771593600004 0.3447651268000001 0.3447052483500001 42.686561923500008 42.91168285345001 0.47757552170000012 43.61821939175001 43.895345911700005 0.34584293880000011 0.3459626957000001 43.157831852650006 0.48654231910000006 0.35799826355000003 0.4995209724000001 42.620627117000005 0.52507409960000018 0.50386215985000016 0.54284302865000023 43.219899330700009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 7 -6 8 -1 11 19 12 13 -2 16 -16 -14 -13 -19 -11 -21 22 -12 -23 -25 -24 27 -27 -28 -17
right_child=9 -3 -4 -5 6 -7 -8 -9 -10 10 21 17 14 -15 15 29 -18 18 -20 20 -22 23 25 24 -26 26 28 -29 -30 -31
leaf_value=0.00022938364242766957 -0.00019286688628638435 0.0008851218729712902 6.7811601383743021e-05 0.0017489159434969845 -0.0016064432592044963 0.0012947574321030887 0.00033803701682093838 0.0011666774696153942 -0.00054486552699627817 0.00037051118346315571 -0.0028824316379492889 0.0014923645885311853 -0.00071312702960043748 0.0024166538448312062 0.00059079865580146166 -0.0025661696384836471 -0.0024227574715902211 -0.0019047206215477969 0.00014725161857101805 0.0021083994390624547 0.00011963231083870263 0.00089420973358880947 0.00017295575995643521 -0.0024009722689008963 5.7765138149237431e-05 -0.0013981416405223583 -0.0027619284758897702 0.0014031206953017067 -0.00080191689623543565 -0.00064289180240160863
leaf_weight=65.512742463697577 2.8222801860501963 5.6201818565023123 113.6582384478794 3.4691705023869863 2.0798379489860954 5.6203993037343016 2.643952086862555 2.8061196953058234 5.5991525501012793 7.1940952851437014 1.4377182498574281 2.0246478986082392 3.2767933048307887 0.89769709110259999 4.3462665085680765 1.6465083184593825 2.8139377599582076 1.4441209082142474 18.269506656884914 3.4150398969650269 1.5276060979813335 8.2258889353834075 17.644692930596651 0.82693651597946782 31.423396553713246 3.5717702023684961 1.5821336575318126 3.1498104371130466 2.8323659874295117 2.2652243424672633
leaf_count=656 86 36 1662 46 27 47 40 20 41 36 16 23 43 2 34 62 46 27 275 59 8 38 176 28 933 25 28 18 73 22
internal_value=0.000121565 0.000187573 0.000168107 0.000298041 0.000238307 0.00028323 -0.000518098 0.000206318 0.000168421 1.01467e-05 0.000107763 -0.000192977 -0.000589024 0.000436857 -0.000854989 -0.000377058 -0.00150298 0.000136215 -3.06552e-06 0.000827942 0.00149374 -1.58755e-05 -0.000274921 0.000177521 -5.27978e-06 -0.000144666 -0.000647924 -8.54377e-05 -0.00150437 -0.00145243
internal_weight=329.648 207.01 201.39 87.7314 84.2622 79.5384 4.72379 73.918 71.1119 122.638 82.8315 39.807 18.0687 3.71998 14.3487 8.258 6.09073 21.7383 19.7136 12.1367 4.94265 70.6947 30.2185 40.4762 32.2503 28.7808 11.1361 6.72158 4.4145 3.91173
internal_count=4633 2575 2539 877 831 764 67 717 697 2058 1438 620 295 88 207 118 89 325 302 103 67 1335 336 999 961 320 144 43 101 84
is_linear=0
shrinkage=0.00196078


Tree=854
num_leaves=31
num_cat=0
split_feature=0 1 1 2 2 1 1 0 1 0 1 0 2 1 1 2 2 2 2 2 2 1 0 0 2 1 0 1 1 0
split_gain=0.432826 0.801241 1.03736 1.8677 1.31386 1.12265 1.37439 1.04388 1.01404 0.933432 0.751423 0.750597 1.61765 0.744374 0.714342 1.78768 1.0027 1.46483 1.74118 1.23657 0.707886 0.613001 0.602195 0.814743 0.730299 0.419085 0.337323 0.323702 0.306417 1.28546
threshold=0.47880302985000006 0.35585760905000008 0.34575312120000007 41.257948413050009 42.844429421150004 0.34536391125000004 0.34566330350000002 0.48185683060000012 0.34554354660000003 0.48588365620000007 0.34512439750000007 0.47787491390000009 40.518963363600001 0.34521421515000011 0.3459626957000001 42.684965421050009 41.319407281650008 43.157831852650006 42.620627117000005 40.806664626150003 43.118479346150004 0.34708541665000009 0.47721625100000004 0.47709649410000005 42.455548714850003 0.3584174126500001 0.48149755995000004 0.50634711535000021 0.3447651268000001 0.47673722340000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 8 5 7 -7 -5 10 -3 26 22 -13 -14 15 -4 19 18 21 -16 -6 -18 23 28 -24 -11 -2 -27 -1 -30
right_child=1 9 14 4 20 6 -8 -9 -10 25 -12 12 13 -15 16 -17 17 -19 -20 -21 -22 -23 24 -25 -26 27 -28 -29 29 -31
leaf_value=0.00014325240846899557 5.1557402732352263e-05 -0.0013101372925315893 0.00044279133022134424 -0.00095232539220127576 0.00099145972326061794 -0.0020733731072564011 -0.00028069398989861218 0.00030972534417595912 -0.00031742635279115197 0.00088269793934324609 0.0011764824492456979 0.00031737230041480144 -0.0023988318689231541 -0.00078344137842027326 0.00040984135341368323 0.0021176575294902349 -0.00014238017850186629 0.001008837958569203 -0.0012079869925078089 0.0022550076481685343 -2.3812053882500782e-05 0.00078477281612698185 0.00075049078759908462 -0.0011406752998742047 -0.00023961850250384559 9.7626060015461178e-05 0.00078161438306155234 -0.00073453242190501015 -0.00077155948216616616 0.00056300951210515597
leaf_weight=27.5958681854936 5.3546371459960991 1.8223352150525887 7.776725620031355 3.9583668559789711 3.9169246256351462 3.2806376684457055 3.2963468730449677 6.9330756217241287 4.1585796400904647 2.5945683829486361 8.6298963353037816 5.0350039154291135 1.4941450152546165 4.1231981441378593 3.7645898628979948 3.5771448314189911 6.1321477219462412 5.9789907857775679 4.2175841853022566 2.2197589948773384 8.1012354743434098 4.9587477780878544 9.1775314100086671 2.422948842868208 4.163489192724227 164.49374957956525 4.4600309133529663 1.8170395529185714 6.9281664541467745 4.6286617387086153
leaf_count=558 26 22 31 26 27 34 16 37 18 24 47 29 30 42 39 60 42 28 27 17 37 24 39 17 35 2324 18 554 364 41
internal_value=0.000129074 0.000164798 0.000313712 0.000133155 -0.000191917 -0.000535226 -0.00117489 -0.000148952 0.000557222 8.56739e-05 0.000754424 -1.33698e-05 -0.000489706 -0.00121312 0.000557208 0.000970474 0.000385156 0.000185811 -0.000135637 0.00109426 0.000307082 0.000272151 7.90264e-05 -3.72847e-05 0.000441496 0.000100733 0.000383314 8.85343e-05 3.09982e-05 -0.000237047
internal_weight=327.012 261.443 90.7154 52.0897 29.4866 17.4684 6.57698 10.8914 22.6031 170.728 18.4446 65.569 10.6523 5.61734 38.6257 11.3539 27.2718 21.2875 15.3085 5.98435 12.0182 11.0909 54.9167 41.5756 13.341 168.905 9.81467 166.311 39.1527 11.5568
internal_count=4633 3478 554 286 177 113 50 63 109 2924 91 1155 101 72 268 91 177 121 93 56 64 66 1054 980 74 2902 44 2878 963 405
is_linear=0
shrinkage=0.00196078


Tree=855
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 0 0 2 1 0 2 2 1 2 1 2 1 2 0 2 2 0 1 2 2 0 1 1 0 1
split_gain=0.1021 0.541046 0.367257 0.443461 0.603394 0.287723 0.291481 0.409683 0.273062 0.705881 0.687587 0.317465 1.24746 1.00187 0.841491 0.628724 0.858549 0.468117 1.09164 0.452109 1.1041 2.05532 0.747794 0.557099 0.559389 0.524138 0.514225 0.525303 0.731469 0.623573
threshold=0.48077901860000011 0.34458549145000011 0.48032993025000009 0.35331277505000008 0.47396784530000008 0.46735127690000006 0.45995628875000011 50.189067467950004 0.3459626957000001 0.47880302985000006 42.154118731400011 43.895345911700005 0.34479506600000004 43.067541470150012 0.34446573455000007 43.321682097200004 0.34548366815000003 48.393869453650005 0.48001556840000009 42.686561923500008 41.873095646600007 0.47568935060000012 0.34542378970000004 41.741384785950011 41.559097512700014 0.47976108500000009 0.34560342505000002 0.34554354660000003 0.47943175355000006 0.34548366815000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 8 5 6 7 -5 11 10 -10 13 17 19 -15 16 -16 18 -13 20 23 -22 -23 24 25 26 27 28 29 -1
right_child=1 -3 -4 4 -6 -7 -8 -9 9 -11 -12 12 -14 14 15 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.0047476831176320629 0.051602521480914681 0.0015179111552418292 -0.041314293632962872 -0.10955926022918056 0.066399392339105648 -0.11322752577110987 0.037021546804973 0.10436165732181379 -0.0083502932636370132 0.018402440136834747 -0.1186386263843376 -0.015503638818304709 0.055471170669820227 0.025557718389125867 -0.10965494764891628 -0.1381645484079648 0.063737193649503462 0.00058581042340134825 -0.23313874341373264 0.028404996280643541 0.033708717797789702 -0.12452825144391311 -0.042085070428550732 0.041151865250404616 -0.059390372524248551 -0.037313118018516382 0.054532360040240827 -0.059610993584556238 0.051139923874613982 0.063705761406666159
leaf_weight=23.566380380364578 2.1794882041867814 207.89909278358775 2.3284131232649079 0.37370470288078583 2.1983753796666861 0.24622013588668767 0.92318606958724558 0.1177268847823143 1.0970768509578186 1.8254730850458143 1.1661792910308575 1.0517576740894563 4.5043097501620641 0.87988616198344916 0.67244533437769882 1.2439923388883469 0.49634959583636373 7.9020606038393453 0.29514914751052845 4.6725767257266844 2.3622202128826748 2.1278596215415746 2.2780718114227057 3.3536989428685038 1.5931069400103286 3.2027830295264712 1.9763186126947392 1.3283901810646046 3.0308074131608 1.4103941544890393
leaf_count=446 12 3322 18 118 20 11 14 1 19 27 26 91 30 48 37 18 10 73 2 55 60 52 30 21 20 17 7 8 15 5
internal_value=0.00088918 0.00203752 -0.00219477 -0.000994629 0.0320306 -0.0134617 0.00390292 -0.0583126 -0.00276387 -0.0278624 -0.0651781 -0.0012536 0.012315 -0.00469694 -0.058156 -0.0886844 -0.0360209 -0.00870234 -0.0631943 -0.0012389 -0.00423508 -0.0415511 -0.0819013 0.00216504 -0.00145603 0.00121804 0.0051592 0.00183301 0.00474728 -0.000882239
internal_weight=288.303 210.079 78.2249 75.8965 3.85921 1.66084 1.41462 0.491432 72.0373 4.08873 2.26326 67.9486 13.7533 54.1953 3.29267 2.41279 1.16879 9.24897 1.34691 50.9026 46.23 6.76815 4.40593 39.4619 36.1082 34.5151 31.3123 29.336 28.0076 24.9768
internal_count=4633 3334 1299 1281 164 144 133 119 1117 72 45 1045 196 849 113 65 47 166 93 736 681 142 82 539 518 498 481 474 466 451
is_linear=0
shrinkage=0.1


Tree=856
num_leaves=31
num_cat=0
split_feature=2 2 2 2 2 2 2 2 1 0 2 2 1 0 0 1 1 1 2 0 0 2 0 1 0 1 0 0 1 1
split_gain=0.0849638 0.567301 0.482637 0.426348 0.449655 0.567919 0.616822 0.509288 0.818776 1.47051 1.09584 0.919981 0.414177 1.35788 0.823594 0.411341 0.346072 1.06807 0.48296 1.26074 0.324738 0.306139 0.463625 0.585374 0.506778 0.454657 0.428566 0.663732 0.299657 0.282081
threshold=39.427119987250002 39.788107623550012 39.262923716450011 39.852039223600009 39.896141435400004 40.003678352300007 40.148327922700012 40.467253020850002 0.41808628485000005 0.55688452445000014 40.300545846000013 40.21994457600001 0.38045268105000002 0.53998383280000006 0.5619592227500001 0.44765126795000004 0.34524415440000006 0.36994401365000007 39.746231405950006 0.52252926560000013 0.4560492201000001 40.767054867700004 0.54504356155000011 0.34515433670000012 0.56345618395000019 0.3459626957000001 0.48185683060000012 0.47847369840000004 0.41997245590000004 0.32012514595000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 16 20 -3 -5 -6 12 8 10 -10 11 -8 -7 -14 -15 -11 -2 -18 19 -19 29 22 23 26 -24 -25 27 -9 -21 -1
right_child=1 3 -4 4 5 6 7 21 9 15 -12 -13 13 14 -16 -17 17 18 -20 28 -22 -23 24 25 -26 -27 -28 -29 -30 -31
leaf_value=0.0095166677305421887 0.0073541311231256155 0.055555519269140333 0.03659787866801513 -0.053663871452366188 0.037224935369596444 -0.069873731557281368 0.039542747450685423 -0.023128852084193512 -0.11699984023027162 0.082638380837309316 0.05795726377098237 -0.042503986014753685 0.04963589907980423 -0.15362646608759761 -0.0034078199686403531 -0.021330041381917148 -0.10342470432783686 -0.1133207264163523 0.031341486320132665 0.018228184500528873 0.0027931317780010255 0.00090288112988611891 -0.093111943208839656 0.042331643391014612 -0.0075009134901099618 -0.011563541579257493 0.024704551184442824 -0.14371096517461923 -0.033235350282626967 -0.086364585184580941
leaf_weight=0.51033492596613317 3.2664967998862258 1.428847298331674 4.245241694035939 1.5080140332593135 4.2717589295571079 1.9684353410266329 2.6544822920113784 1.2190120200393706 1.1378977671265595 0.80030208826065041 6.5373500475543551 2.8169272728264332 1.6903133242740298 0.76492016762495019 0.69804417355044279 0.72551777085573121 1.6520858808653409 1.3521629096940158 1.7511980030685661 2.6708357101306319 58.061322984116742 172.18753072864456 1.4245024882256978 2.7399512156844139 1.3436444230501363 3.6508961331564933 0.66468927264213551 0.72976032178848971 1.9629887006285569 0.76948300194180774
leaf_count=69 21 17 34 25 32 18 15 75 8 3 45 25 13 9 32 43 20 16 11 36 1005 2795 15 13 26 36 3 18 30 125
internal_value=0.000799613 -0.000117556 0.00402508 0.0011161 0.000744869 0.00113929 0.000382742 0.00126625 0.0191957 -0.0309618 0.0303214 -0.00269859 -0.0338817 -0.0114137 -0.0819506 0.033202 -0.0206817 -0.0304353 -0.0148502 -0.0283636 0.00169484 -0.000163789 -0.0157652 -0.00476202 -0.0515568 0.011543 -0.0446335 -0.0682835 -0.00357289 -0.0481314
internal_weight=287.205 223.619 63.5864 210.963 209.534 208.026 203.754 198.632 14.6725 2.66372 12.0088 5.47141 5.12171 3.15328 1.46296 1.52582 12.6558 9.38927 7.73719 5.98599 59.3411 183.96 11.7725 9.00431 2.76815 6.39085 2.61346 1.94877 4.63382 1.27982
internal_count=4633 3400 1233 3266 3249 3224 3192 3120 139 54 85 40 72 54 41 46 134 113 93 82 1199 2981 186 145 41 49 96 93 66 194
is_linear=0
shrinkage=0.1


Tree=857
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 0 1 1 1 0 0 2 2 2 0 0 2 2 1 1 2 1 1 2 2 2 2 0 0
split_gain=0.393489 0.94573 0.739113 0.573022 0.658647 0.396453 1.85495 0.88057 1.46199 1.16414 0.593677 1.13714 0.842647 0.539732 2.37024 0.49364 0.854893 0.902091 1.41727 1.47049 1.82671 3.50771 0.902991 2.28026 0.773945 0.833387 1.79346 0.743359 0.988028 0.564727
threshold=42.081757894750005 42.027798546600003 0.57927906350000014 0.47447681205000009 0.47941678395000004 0.3584174126500001 0.49194634890000005 0.3465914194000001 0.34608245260000009 0.35331277505000008 0.48654231910000006 0.48368312325000012 41.257948413050009 41.835830569250014 41.600558339100012 0.47721625100000004 0.47757552170000012 39.571921479100006 40.148327922700012 0.34479506600000004 0.34515433670000012 40.621691032550004 0.34536391125000004 0.34560342505000002 41.808689985400001 41.741384785950011 41.559097512700014 41.489621506400006 0.47642286160000008 0.47604862130000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 8 10 -9 11 15 -13 14 -7 24 -17 -18 -19 -20 21 -21 -22 -24 25 26 27 28 29 -1
right_child=-2 -3 3 4 -6 13 -8 9 -10 -11 -12 12 -14 -15 -16 16 17 18 19 20 22 -23 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=1.62671086379071e-05 2.4910405625289203e-05 0.00094650719518989026 -0.0020261004721741898 0.001409304230220195 -0.0011839262097737844 9.5387607048690138e-05 0.0017088290168767982 -0.0017377528569617129 0.0012304063904321676 0.00022744785063118401 0.0010894041974495172 1.8466424260423748e-05 -0.0015190125965393415 0.00081258114645660969 -0.0019293733735796157 0.001168964543527509 0.00096778682849124305 -0.00089957388000600131 0.0012322709127886439 0.00069040565147167159 0.00087104781489141065 -0.0022774993098864235 -0.0010611541337312161 0.00058683504043489248 -0.0019846345949786756 0.0014575249413045 -0.0028618976740412273 0.0018612736451538302 -0.0013430792870035946 0.0014688271472467847
leaf_weight=10.578646953996213 122.64014243435668 5.7890806295908979 1.0366335234548381 0.62722584065704701 0.94222249830613691 103.74225825670146 3.247316760942339 2.0454726714233393 5.4210721999406806 2.6738758397805213 2.6368065476417533 2.8721866831183425 2.621364489197731 3.7127954903990021 2.2714932835660866 4.1243972778320304 5.6513810455799094 4.5448036082088938 5.1436871252953997 2.9391525611281422 8.1908124536275881 3.1956982249394059 4.7447549849748603 10.098105259239672 0.77472024000598949 1.4192069098353375 0.86128789535723704 0.8220719266682871 1.9704814516007889 1.1399210970848805
leaf_count=349 2058 36 180 14 408 978 46 27 47 40 20 15 26 38 44 16 28 27 20 21 33 24 25 35 32 6 17 6 13 4
internal_value=0.000112831 0.000165214 0.000142605 -0.000894789 -0.000147549 0.000156298 0.000254567 0.00019866 0.000247361 -0.000624315 0.000175664 0.000142058 -0.000715174 7.77398e-05 5.20043e-05 0.000213195 0.000314957 0.00023582 0.000129362 0.000265649 9.51917e-05 -0.000855602 0.000348429 6.00292e-05 -6.85348e-05 1.98689e-05 -0.000112858 5.03076e-05 -5.84468e-05 0.000157565
internal_weight=328.479 205.839 200.05 2.60608 1.56945 197.444 87.7172 84.4699 79.7506 4.71935 74.3295 71.6927 5.49355 109.727 106.014 66.1991 48.6328 44.5084 38.857 34.3122 29.1685 6.13485 23.0337 14.8429 17.5663 16.7916 15.3724 14.5111 13.689 11.7186
internal_count=4633 2575 2539 602 422 1937 877 831 764 67 717 697 41 1060 1022 656 229 213 185 158 138 45 93 60 427 395 389 372 366 353
is_linear=0
shrinkage=0.00196078


Tree=858
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 0 0 0 0 2 0 2 2 1 0 2 1 0 0 2 2 1 2 0 0 2 1 1 1 0
split_gain=0.281945 1.41766 0.957366 0.41328 0.361759 0.509442 0.959888 0.452751 0.405512 0.498966 2.5337 0.647879 1.34458 0.837054 1.20008 0.781286 0.992201 0.504887 1.97981 0.440806 1.05397 0.749873 1.0695 2.16375 1.64966 1.01356 0.971565 1.48157 0.903898 0.898661
threshold=0.52507409960000018 0.52688542260000015 0.40651477500000005 0.38334181610000007 0.39563186730000005 0.5116313883000001 0.5132031975000001 0.52324780695000006 0.48077901860000011 44.026978245600006 0.4995209724000001 42.670715716450012 42.720329370750001 0.34545372890000009 0.50291907430000016 43.384297312450009 0.34608245260000009 0.50730517050000012 0.51017933595000009 41.965446242000006 42.123054668150012 0.34491482290000003 43.276780833950006 0.47757552170000012 0.47774018740000007 44.749265482150008 0.34007963835000005 0.32012514595000008 0.34584293880000011 0.47736594710000008
decision_type=2 2 2 2 2 2 2 2 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 19 11 -11 -10 -13 -14 15 16 -15 -12 -19 -1 -21 26 23 28 25 -24 27 -22 29 -23
right_child=1 3 -4 -5 5 6 7 -9 9 10 17 12 13 14 -16 -17 -18 18 -20 20 21 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00017218840627364104 -0.0023154815329609552 -0.0010128910905649788 0.00060713104850880083 6.8401154369744741e-05 -0.0021142320702620511 0.0020752387584498989 -0.0022516335321487412 0.00059002232498663076 0.00017507005138489175 -0.003004380431558666 0.0013090459398602625 0.0018640162308321225 0.0009703638694749891 0.0001195188274268748 0.00091854397373588529 0.00050068475185389213 -0.0013575336585404778 0.002088932782839632 -0.0025301969529384384 -0.0017714010902827705 0.00012492545959217716 -0.0011270189666166659 -0.0015948725238694229 -0.0018270190518658066 0.00086275886367679169 0.00025770613380051279 0.00083226250809016939 -0.0022906792026866508 0.0014554028090905272 0.0010877261164719547
leaf_weight=50.266104345519125 1.6118086019996547 1.3758006896823634 0.58816532097989682 111.2475321312927 0.64522504236083422 0.53320684842765309 0.59528066118946299 0.33793936183792539 94.599235490197316 1.0902231020736501 1.4696681927889588 2.6059240698814419 6.418685398995879 3.459822013974188 5.0173482485115519 3.566923014819622 3.5350186079740524 0.68195315450429894 0.74810296314535663 1.4097849004901934 9.8595037942395738 2.2828993384027871 2.4608568083494884 4.2226421248633415 5.3703164122998714 2.1080767526291311 6.7361517185345283 1.0834544867975626 1.3607498951605519 1.0186974182724955
leaf_count=658 74 13 15 2244 51 3 24 35 623 23 11 58 29 21 33 15 25 3 40 29 213 63 50 67 25 72 49 39 24 4
internal_value=0.000103092 2.47415e-05 -0.00153412 5.51921e-05 0.000145232 -0.000662318 -2.34793e-05 -0.00122261 0.0001533 0.00022596 -0.000456115 0.000248791 0.000532241 0.000374475 0.000128965 -0.000246123 -0.000626947 0.000501968 -0.000327465 5.17881e-05 -0.000107841 -4.35936e-05 -0.000315945 -0.000810267 0.000125945 -0.000740105 0.000246398 -0.000114242 0.000110595 -0.000443666
internal_weight=328.307 114.823 2.19997 112.623 213.484 2.11165 1.46643 0.93322 211.372 123.193 3.98995 119.203 24.6037 21.9978 15.5791 10.5618 6.99484 2.89972 1.43006 88.1792 37.9131 36.5033 18.8242 8.88499 9.93925 4.56893 17.6791 10.943 4.66235 3.3016
internal_count=4633 2346 89 2257 2287 113 62 59 2174 881 77 804 181 123 94 61 46 54 43 1293 635 606 305 158 147 122 301 252 91 67
is_linear=0
shrinkage=0.00196078


Tree=859
num_leaves=31
num_cat=0
split_feature=0 1 0 2 2 2 2 2 2 1 2 1 1 2 0 1 0 2 0 0 1 0 1 1 0 2 0 1 2 2
split_gain=0.0847615 0.814972 0.389036 0.349295 1.84396 0.844539 0.434118 0.802201 1.76422 0.766605 0.405504 1.11713 1.61473 0.356159 1.74031 2.64975 1.54063 0.778133 0.560632 1.57841 0.797267 1.05404 0.826913 0.59103 0.569458 0.529673 1.14101 0.971188 0.781553 1.31371
threshold=0.48185683060000012 0.34458549145000011 0.48149755995000004 40.165165956550005 39.955516828000007 40.467253020850002 40.94178426300001 40.574766824850009 40.806664626150003 0.34515433670000012 41.289992964000007 0.3453339720000001 0.34479506600000004 42.686561923500008 0.47943175355000006 0.34569324270000007 0.48104847160000008 42.720329370750001 0.47721625100000004 0.47568935060000012 0.34479506600000004 0.47076434840000009 0.32168198560000011 0.3453339720000001 0.47774018740000007 43.477771593600004 0.47880302985000006 0.3447651268000001 43.61821939175001 43.895345911700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -5 7 -7 9 -9 11 12 -8 14 18 -16 17 -15 19 20 21 22 -12 -20 -25 26 27 -19 -27 -30
right_child=1 -3 -4 5 -6 6 10 8 -10 -11 13 -13 -14 16 15 -17 -18 25 23 -21 -22 -23 -24 24 -26 28 -28 -29 29 -31
leaf_value=-0.0035778189541259076 0.066113995540876824 0.0014263136196989018 -0.03812762308549604 0.043134738483072414 -0.12575824515405556 0.017664004623808082 0.03857085876141763 -0.10808214128837741 -0.19304265808457904 0.018207259946770773 0.052915430495412009 0.058392616527157021 -0.099894138053866044 0.078549546128944894 -0.12771892194589093 0.00022607950539376917 0.078122984131491713 -0.0070250703081435467 0.0014867125549574596 -0.058029430724592095 -0.037394466539672613 0.11953579577078172 -0.11742559429531285 0.095268264218230037 0.019201535406800571 0.072815046165515457 0.0098806607267987023 -0.11263742005842964 -0.099643516750513736 0.0062929410836085973
leaf_weight=15.00380859766574 1.9672556724399317 194.91745522263562 2.8280083027202627 4.7875249890494151 1.3460461938811921 2.2696757568046442 2.050710008712485 0.67234452685806978 0.7594625939054821 1.6859443113207815 0.8362106932181701 4.1826839949935675 1.4291546836029736 1.1791431158781112 2.7952159382402888 3.8456044308841228 2.711367559619247 1.5100729874920973 5.4053719918010739 3.9127795756794512 1.1627247661817817 1.4570089131593702 0.43232182459905744 1.736730635166168 2.2712538698688149 1.5398929418697687 3.9979675635695457 2.0564835873956326 1.2645854285874545 15.750006340102116
leaf_count=320 10 3250 17 31 16 34 27 66 10 10 53 20 23 4 30 20 17 49 33 51 30 4 19 7 43 23 16 98 27 275
internal_value=0.00090664 0.00207267 -0.00161947 -0.00044692 -0.0136367 0.00256066 -0.00034228 -0.0275622 -0.0604861 -0.0177977 0.00204114 0.0235654 -0.0182957 -0.00102081 -0.0101411 -0.0536278 0.00622909 -0.000911716 0.00663484 -0.013189 0.031934 0.0615098 -0.00513759 0.0230633 0.0521626 -0.004499 -0.0268018 -0.0679214 0.00459369 -0.00158064
internal_weight=287.765 196.885 90.8801 88.0521 16.3499 71.7022 66.9147 5.38743 3.11775 2.35829 61.5273 7.66255 3.47986 53.8647 23.8552 6.64082 30.0095 27.2982 17.2144 7.80105 3.88827 2.72554 1.26853 9.41336 4.00798 26.119 7.56452 3.56656 18.5545 17.0146
internal_count=4633 3260 1373 1356 336 1020 989 120 86 76 869 70 50 799 290 50 509 492 240 157 106 76 72 83 50 488 163 147 325 302
is_linear=0
shrinkage=0.1


Tree=860
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 2 1 1 2 2 1 0 1 0 1 0 1 2 1 0 1 1 0 0 1 1 1 1 1 2
split_gain=0.469665 1.49056 3.12704 2.33488 1.03256 0.860427 0.768859 1.42725 0.722766 1.59811 1.4765 0.887669 0.94047 2.05568 1.04548 2.01014 0.592244 1.88531 1.67478 1.31056 1.74456 1.2909 1.01178 0.898718 0.594831 1.72528 1.29543 1.46111 1.0797 0.740945
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.37407562650000009 41.600558339100012 0.36551300860000008 0.36510882910000009 42.243697547450004 42.431220712750012 0.34626208795000007 0.48588365620000007 0.35585760905000008 0.47976108500000009 0.34608245260000009 0.48368312325000012 0.3459626957000001 43.219899330700009 0.3475943834000001 0.48634771415000005 0.34626208795000007 0.34584293880000011 0.48265022005000008 0.47774018740000007 0.34560342505000002 0.34542378970000004 0.34527409360000011 0.34524415440000006 0.34515433670000012 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 6 5 -2 -3 7 8 11 10 -10 12 14 -14 15 -1 21 18 -18 20 -19 24 -23 -22 25 26 27 28 -11 -26
right_child=4 3 -4 -5 -6 -7 -8 -9 9 16 -12 -13 13 -15 -16 -17 17 19 -20 -21 23 22 -24 -25 29 -27 -28 -29 -30 -31
leaf_value=0.00019338932437604279 -0.0013584262459121342 0.00071090652481068718 -0.0024133390995405624 -0.00084783766657398746 3.9509357805553792e-05 0.0018461482751210587 0.001085049519167451 -0.0015558821349921756 -0.0026312089487023908 0.00011887704928250587 0.00010957255791551336 0.00062215777092616473 0.0010000298487534171 -0.0030081490660638847 0.00095158462480705473 -0.0014277573549979982 -0.00030505435215759087 -0.0035682943322620691 -0.0023716108619797746 0.0010736526233191786 -0.0010177638493746126 -0.00023608755284096922 0.0020345149062500115 0.0013735386149339268 -0.0014631613930127115 0.0013190311291418177 -0.001187750831615492 0.00176012467776705 -0.0014950182111388018 5.013881826871603e-05
leaf_weight=68.699976583666285 2.0593369379639617 5.6447947612032277 1.8541624439239957 2.6108094021910793 149.88170553137275 4.7074015717953444 3.2948232796043149 1.9117610715329636 1.6899965670454542 21.103082322933925 1.3669139412231741 19.726473713293672 0.9061993440373034 1.0761740906164048 6.3913827926444347 3.0721385702490798 4.0563359064981324 0.61133250175043974 2.3996772429090925 4.3131409734487534 1.2491735859075563 1.1065319222398096 2.3716449737548828 1.1703770849853752 2.0675806002691379 4.298634957522153 3.207197139854542 1.9624222028069187 1.723915479145943 3.1225857762619853
leaf_count=691 33 32 22 40 2697 31 15 13 41 311 7 152 42 13 65 24 29 9 31 18 80 12 58 6 26 35 48 7 20 25
internal_value=0.000100605 0.000169038 0.000118667 0.000809221 2.05624e-05 0.00122713 0.000147487 0.000128132 0.000148548 -2.5915e-05 -0.00140565 0.000249553 0.000157843 -0.0011759 0.000191669 0.000123998 5.11021e-05 -0.00030021 -0.00107319 0.000379301 -0.000608806 0.000169454 0.00131216 0.000138949 6.34256e-05 0.000162444 -1.51396e-05 0.00013657 -3.00578e-06 -0.000552707
internal_weight=329.658 177.717 164.754 12.963 151.941 10.3522 162.899 159.605 157.693 57.8205 3.05691 99.8723 80.1459 1.98237 78.1635 71.7721 54.7636 13.8 6.45601 7.34402 3.03088 40.9636 3.47818 2.41955 37.4854 32.2953 27.9966 24.7894 22.827 5.19017
internal_count=4633 1903 1800 103 2730 63 1778 1763 1750 763 48 987 835 55 780 715 715 173 60 113 95 542 70 86 472 421 386 338 331 51
is_linear=0
shrinkage=0.00196078


Tree=861
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 1 2 0 1 0 1 0 0 2 0 2 0 2 2 1 1 1 2 0 2 0 0 2 1
split_gain=0.0868006 0.626779 0.289308 0.859488 2.81018 2.20975 2.1256 1.33396 1.1021 1.7463 1.07476 1.64362 1.01386 0.953536 1.01194 1.26487 0.751803 1.19573 0.745952 0.616234 0.586821 1.08749 1.13976 0.729344 0.474549 0.458064 0.653225 1.16463 0.398145 0.569518
threshold=42.081757894750005 42.027798546600003 43.182896969600009 0.52507409960000018 0.5380527529500001 0.50291907430000016 0.3475943834000001 42.620627117000005 0.48104847160000008 0.34545372890000009 0.56579144335000009 0.42111014640000005 0.47736594710000008 0.48368312325000012 42.876019054300009 0.48185683060000012 42.546237522150008 0.57299182660000014 42.670715716450012 42.546237522150008 0.34536391125000004 0.34512439750000007 0.3453339720000001 42.498713093000006 0.47500074850000013 43.521589032450009 0.49067393190000008 0.51809826055000008 42.759119507950011 0.34488488370000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 8 -8 9 20 11 -6 -11 14 15 -10 17 -12 -15 -17 21 23 -23 24 -2 26 -4 -28 -25 -30
right_child=2 -3 25 4 10 -7 7 -9 13 12 16 -13 -14 18 -16 19 -18 -19 -20 -21 -22 22 -24 28 -26 -27 27 -29 29 -31
leaf_value=0.0012461522160178355 0.0053118129342754243 0.037607500622110338 -0.0027357389313846453 -0.13422864653783703 0.019597029687881507 0.064478613749345645 -0.013132837619132049 -0.1392799525153319 -0.039077312252760246 -0.0032957211138583348 0.11931955757028966 -0.085994884176557124 -0.12421728064251576 0.022590696675668116 0.11112601724982019 0.014981275740430384 -0.020974760844537421 -0.0048363188708769904 -0.039885193962003351 0.10536296229257275 0.055119322496656423 -0.14343611805399564 0.002267241354388533 0.061295754224872712 -0.12057886358942314 -0.00091372991450003934 0.09988964177071108 0.005889619001605762 -0.043477754287723991 0.067420890337263673
leaf_weight=178.53450435849925 0.61641963480361084 4.869921970908762 5.3036138003972138 2.1205961990635833 2.7086522532626969 4.7637039800174525 1.5063849799334996 1.8900817520770941 1.9613108411431293 1.0228334560524666 1.5141149759292605 3.2344525689259171 2.152682620100677 4.3809054270386696 1.7911572456359861 1.3927327170968056 2.1732156114558165 1.5906070029450345 3.3899163529276848 1.6458299607038498 1.6329872121568767 1.0826189491199329 1.0650387611240149 2.2470530206337571 0.58226867590565234 44.686949005230417 2.3318485468626022 3.031640285764297 1.1937032461919441 0.75658376794308413
leaf_count=2539 24 36 59 56 19 38 15 31 11 18 5 37 43 20 13 5 69 53 26 57 16 36 7 19 21 1252 12 42 47 7
internal_value=0.000903918 0.00221165 -0.00140739 -0.00705319 -0.0286563 0.00116425 -0.00878645 -0.0833318 0.000620931 -0.0213504 -0.00870478 -0.0378699 -0.0852685 0.0192583 0.0466315 0.0235269 0.024136 0.0557122 -0.00466357 0.0639363 0.000767928 -0.0109976 -0.0711808 0.0129558 -0.0558402 0.00353076 0.0221497 0.0467574 0.0326027 -0.000456335
internal_weight=287.174 183.404 103.77 48.4159 13.3416 35.0742 30.3105 3.39647 26.914 12.3522 11.221 5.9431 3.17552 14.5619 6.79103 4.99987 5.27794 3.10472 7.77082 3.03856 9.17667 7.54369 2.14766 5.39603 1.19869 55.3541 10.6671 5.36349 4.19734 1.95029
internal_count=4633 2575 2058 693 239 454 416 46 370 238 183 56 61 132 86 73 127 58 46 62 177 161 43 118 45 1365 113 54 73 54
is_linear=0
shrinkage=0.1


Tree=862
num_leaves=31
num_cat=0
split_feature=1 0 0 0 1 2 2 1 2 0 2 1 1 1 2 0 1 1 2 1 2 2 2 2 2 0 0 1 1 0
split_gain=0.324319 1.25867 2.28093 2.04888 0.883533 0.83158 0.788044 1.53846 0.555685 0.651342 0.675301 0.42852 0.684212 0.920082 1.11224 1.06526 1.91157 0.597095 1.54898 0.595767 0.396368 0.979179 1.11188 1.05776 0.831921 1.50552 1.24368 1.3936 1.20577 0.828965
threshold=0.37227927305000003 0.50291907430000016 0.50101793360000013 0.5116313883000001 0.37407562650000009 41.600558339100012 38.621016321050007 0.36265381275000008 38.983591653800012 0.48077901860000011 40.542362378300005 0.34900152690000003 0.34575312120000007 0.34566330350000002 42.876019054300009 0.48654231910000006 0.34524415440000006 0.3459626957000001 42.684965421050009 0.34626208795000007 41.873095646600007 43.477771593600004 43.61821939175001 43.895345911700005 40.165165956550005 0.47604862130000009 0.47697673720000006 0.32467590790000006 0.34548366815000003 0.43486721955000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -2 -3 -1 8 -8 20 -11 12 13 14 15 16 -12 18 -14 -19 24 -22 -23 -24 25 -10 27 29 -29 -26
right_child=4 3 -4 -5 -6 -7 7 -9 9 10 11 -13 17 -15 -16 -17 -18 19 -20 -21 21 22 23 -25 26 -27 -28 28 -30 -31
leaf_value=0.0005397841712241532 -0.0012963980191795484 0.00066712313054236928 -0.0020206280177669711 -0.00082855987994912299 6.0917109838379467e-05 0.0018190342737396034 -0.00091543373094488145 -0.0015248001180858289 0.00088145203348996462 0.0007799164363440211 0.00016770875090463321 -0.00037577392714589639 0.00033391126294409179 -0.00079915252191739929 0.00083035124308590569 0.00091049072833585204 -0.0015357213220665892 -0.00025252200603070239 0.0021145698582101507 0.00054404799033586017 -0.00049568642470687032 0.0017315926235067795 -0.0016807078854287714 0.00015111243684209316 -0.00050254888794113567 -0.00083957989561144343 0.00050124623823098605 -0.0024527063632024588 8.878909170136992e-05 0.0020958122754720526
leaf_weight=17.600931061982919 1.8677327912300814 5.4320173156447691 1.886018557474016 2.4465926667908198 144.07761265093825 4.330291036516428 1.9441862320527423 2.2057676244294262 2.7358552682562713 9.0959742730483395 7.7795735523104721 4.5121524818241587 5.8472755402326602 4.2646902725100508 7.1534582935273638 3.0837668552994719 3.7554636038839817 5.5614298731088629 2.7670032232999802 10.286931622773407 15.917695159798312 1.5864728519518418 1.3051077777345224 16.977311606024159 0.99502808352554228 6.8398039285093546 24.117107453756034 1.7690143900690602 1.2076702462509272 0.89816612750291824
leaf_count=312 33 32 21 40 2697 31 17 27 27 58 38 33 23 28 34 24 31 23 59 52 326 21 27 268 37 46 138 108 16 6
internal_value=0.000111738 0.000168836 0.000123107 0.00077596 4.35469e-05 0.00117808 0.000148344 0.000100031 0.000125558 0.000140175 0.000285006 0.000203175 0.000254904 3.36769e-05 0.000196809 -0.000113204 -0.000386877 0.000490368 0.000905879 0.00026452 1.52951e-05 -0.00013332 0.000156984 2.03462e-05 0.000153212 -0.000347865 0.00031874 -0.000585088 -0.0014216 0.000730161
internal_weight=320.248 174.303 162.094 12.2089 145.945 9.76231 160.208 142.607 140.401 138.457 64.1077 55.0117 50.4996 26.037 21.7723 14.6188 11.535 24.4626 8.61428 15.8484 74.3492 35.7866 19.8689 18.2824 38.5626 9.57566 28.987 4.86988 2.97668 1.89319
internal_count=4633 1903 1800 103 2730 63 1779 1467 1440 1423 403 345 312 155 127 93 69 157 82 75 1020 642 316 295 378 73 305 167 124 43
is_linear=0
shrinkage=0.00196078


Tree=863
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 2 2 2 1 0 0 2 2 0 1 1 2 2 2 1 1 2 0 1 1 1 0 0 0 1
split_gain=0.442797 1.62503 2.87511 2.07189 1.01907 0.745631 0.744637 1.52783 1.59688 0.574654 0.885927 1.69491 2.08489 0.812725 0.837153 0.583642 1.72555 1.94801 0.780265 0.513132 0.971993 1.56369 1.41329 1.14091 1.30916 1.19112 1.14161 1.00377 0.917973 0.909349
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.37407562650000009 41.600558339100012 42.243697547450004 42.431220712750012 0.34626208795000007 0.48104847160000008 0.48389269780000005 43.157831852650006 42.670715716450012 0.48265022005000008 0.34584293880000011 0.34587287805000005 43.477771593600004 43.663128814500006 44.749265482150008 0.36551300860000008 0.3584174126500001 36.772607578000013 0.49194634890000005 0.3465914194000001 0.35331277505000008 0.34608245260000009 0.48654231910000006 0.49688632075000011 0.48368312325000012 0.35027394390000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -2 -3 19 8 -8 15 13 12 -12 -11 -15 -9 -17 -18 -19 20 22 -22 23 25 -25 26 28 -23 -1 -24
right_child=4 3 -4 -5 -6 -7 7 9 -10 10 11 -13 -14 14 -16 16 17 18 -20 -21 21 27 29 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00022718957518800542 -0.00134834627385078 0.00077483277571002067 -0.0023440645424917055 -0.00074882833939450327 5.0829185072824928e-05 0.0018413359441184459 -0.0026605751314372253 -1.0401948916754747e-05 0.00017193283081218093 0.00015392849232770812 0.0003430272101169594 0.00067741097862545187 -0.0019539177352160034 0.00035935231481772176 0.0020815407776938587 -0.0026704792686370027 0.0022298884967201721 -0.0024823823104107383 -2.8514330296909511e-05 0.001065587011037045 0.00047891791541723478 -0.00026073968414974669 0.0003530566430640048 -0.0019230513310702453 0.00019748845395043625 0.0011384523505348053 0.0013643133125581762 -0.002173787441755472 -0.00061745137421465653 0.0020597069861876208
leaf_weight=69.222622234654409 2.0298742428421965 5.7387622846290451 1.7932542511844065 2.4972646966343737 142.34145662806213 4.494014760479331 1.6789936590503196 28.583827761416615 1.4060523924417792 4.0501364786177891 3.1339376717805845 6.3563902676105499 2.9488625600934029 1.8554199337959287 2.6140932142734528 1.3024802329018701 1.0240632810164245 0.87602092232555184 1.155106345657259 2.8923580329865208 3.8513423438416776 2.0418248459463939 2.1358323507010928 1.9867600930156175 2.5637222258737893 5.7819760702550402 3.1918485611677161 2.1806961260735989 5.3277948386967173 2.7404629830271006
leaf_count=691 33 32 22 40 2697 31 41 421 7 28 14 28 28 8 59 41 5 19 67 14 33 31 13 27 40 50 21 17 41 34
internal_value=0.000111584 0.000177773 0.000124984 0.000852436 3.11566e-05 0.00124322 0.000152502 -2.76268e-05 -0.00136962 4.91837e-05 0.000303004 -3.06226e-05 -0.000770502 0.000790117 0.00136661 -0.000112308 -0.000780751 2.48728e-05 -0.00108686 0.000251279 0.000227966 -0.000424614 0.00028465 0.000227759 -0.000728348 0.000279849 0.000215992 -0.00124872 0.000166827 0.00131219
internal_weight=319.797 175.426 162.696 12.73 144.371 10.2328 160.903 56.9854 3.08505 53.9003 20.9588 12.4392 6.0828 8.51965 4.46951 32.9415 4.35767 3.05519 2.03113 103.917 101.025 8.07386 92.951 88.0747 4.55048 83.5242 77.7423 4.22252 74.5504 4.8763
internal_count=4633 1903 1800 103 2730 63 1778 766 48 718 165 70 42 95 67 553 132 91 86 1012 998 81 917 870 67 803 753 48 732 47
is_linear=0
shrinkage=0.00196078


Tree=864
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 2 2 2 1 0 1 1 1 1 2 2 1 2 0 1 2 2 2 1 0 2 2 2 1 0
split_gain=0.0869743 0.247173 0.213692 0.129301 0.132289 0.647781 0.303115 0.154108 0.332336 0.0867931 0.272711 0.430065 0.365658 0.354867 0.293549 0.554499 0.352955 0.16716 0.439404 0.150628 0.437271 0.138608 0.234834 0.382526 0.938578 0.503803 0.235005 0.363814 0.702393 1.10071
threshold=0.62376874945000005 0.47634801355000006 0.68131193680000013 50.427417695700008 0.51869704500000013 46.095286511800005 48.109449608500007 45.044778924400006 0.48250052395000009 0.60710757165000018 0.46551001470000003 0.46280051495000007 0.48616807880000007 0.4830394299500001 42.123054668150012 41.772405911750006 0.46636328255000009 44.749265482150008 0.61797550970000004 0.4671267327000001 37.817254840650008 49.292797572200008 49.064150740050003 0.31118828780000007 0.39614083410000006 44.952171034750002 47.927946529500012 44.279556297950009 0.4172030777500001 0.47943175355000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 5 7 -6 8 -3 10 11 21 13 14 15 16 -12 18 -11 -20 -21 22 23 24 25 -1 27 -25 29 -29
right_child=1 2 -4 -5 6 -7 -8 -9 -10 17 12 -13 -14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 26 -26 -27 -28 28 -30 -31
leaf_value=-0.10343121225136619 -0.10636046939930893 0.059472829750263217 -0.10211821083149718 0.059789697672776088 -0.10181977029558881 -0.11208463104917221 0.057942081052227035 0.060748322337626871 -0.10333689734099138 -0.10511029609290952 0.0089997727796860064 0.049321157996353671 -0.10397607052395311 0.024261319979422442 -0.11028146882287285 0.11106730390575392 -0.10753025489525003 0.044996743549572733 0.1082813597012629 0.10575054695410863 -0.1039808825007591 -0.022301436929731633 0.038452200627097928 0.0015597226875821951 -0.10119502515152932 0.085826776439810168 0.017899599410453888 0.0051111940518763187 0.021886536526692837 -0.07757024450362271
leaf_weight=0.1841287113147122 0.27355005407346711 0.26797499880194775 0.21779088509848055 0.32711831387132395 0.14735860546250013 0.54451857588719565 0.61186425574123859 0.52451507374644279 0.23561185608173218 0.32357080088149759 0.50260210451961007 1.8593344017863263 0.51656770493991633 1.4065390961186492 0.47474388289265324 0.2637396752834319 0.53831266091765428 1.2472074477700514 0.20763500034809113 0.20331847327179275 0.19451028977346141 2.5153554094395068 1.6890734347980458 251.99972369135958 1.1412437797989694 0.59571660630172119 8.3316036630421859 3.1616945338319038 2.95521371733048 3.2809628783725202
leaf_count=132 38 2 179 15 158 20 7 5 70 88 13 9 147 20 20 1 89 42 1 8 77 162 23 2812 60 13 68 117 52 185
internal_value=0.00099957 -0.0155246 -0.00688706 0.000913159 -0.00734623 -0.0238957 0.0269337 0.0228122 -0.0167005 0.00118313 0.00102929 0.00138873 -0.0259312 -0.013277 -0.0429495 -0.0184484 -0.0512641 0.0210769 -0.011035 0.0392405 0.00320663 0.00106565 0.00128068 0.00104956 -0.0434152 0.0411412 0.00136625 0.000839273 -0.0184793 -0.0369948
internal_weight=286.743 3.1503 2.87675 2.65896 2.33184 1.57262 0.759223 1.0281 0.503587 283.593 281.417 277.714 3.70251 3.18594 1.7794 1.30465 1.04091 2.17624 0.929035 0.605464 0.397829 275.855 273.339 271.65 1.92109 0.779845 269.729 261.398 9.39787 6.44266
internal_count=4633 494 456 277 262 97 165 77 72 4139 3923 3633 290 143 123 103 102 216 174 86 85 3624 3462 3439 205 145 3234 3166 354 302
is_linear=0
shrinkage=0.1


Tree=865
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 1 0 0 0 1 1 1 1 2 2 2 2 0 1 0 2 2 2 0 2 1 1 2 1
split_gain=0.324331 1.14486 0.540584 0.50922 0.507888 1.15535 1.12051 0.888123 0.48938 0.975575 0.850971 0.922628 0.562448 1.68082 0.780135 0.946646 1.44021 0.520924 0.470462 0.463372 0.440908 1.03564 0.420203 2.09673 1.1758 1.08092 0.826021 0.782014 0.728274 0.561177
threshold=0.51657136015000005 0.37644082515000005 0.5195503128500002 0.47880302985000006 0.38906020780000011 0.38723391515000005 0.39019789825000006 0.5218855723000001 0.52252926560000013 0.52324780695000006 0.39394030120000006 0.39170982905000007 0.39563186730000005 0.39995808510000008 36.558960102350007 43.61821939175001 43.663128814500006 49.960114208400007 0.47905751325000007 0.40115565405000009 0.47787491390000009 40.518963363600001 42.759119507950011 43.477771593600004 0.47774018740000007 42.686561923500008 0.34527409360000011 0.34007963835000005 48.109449608500007 0.34458549145000011
decision_type=2 2 2 2 2 2 2 2 2 2 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 20 5 -4 -6 -8 -9 -10 11 -11 -12 14 -14 -16 -17 -18 -5 -15 22 -22 25 29 26 -1 27 -25 -28 -24
right_child=1 2 4 18 6 -7 7 8 9 10 12 -13 13 19 15 16 17 -19 -20 -21 21 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.00014332854904809683 -0.0016874469041401172 -0.00088963481569071987 -0.00019304159561616628 0.00091364956806844037 -0.0010646067153226978 0.0012339479683730822 0.0017447396540846505 -0.0011832690382084555 0.0010594563861794459 -0.00026403082886896002 0.00068506907654477427 -0.0020789271641471711 0.00043012708661838964 0.00094393361949577303 -0.0021626887008369448 0.0023224361068765425 -0.0022115449905347529 0.00064885506869668012 0.00022037309779200263 8.7066155769774042e-05 0.00027632725732815817 -0.00098301765755256414 -0.00039553778619842749 -8.2405168212510051e-05 0.002146692681554404 0.0016711623526013228 -0.0016352676457359002 0.0010476238036885466 0.0011086832119639426 -0.0022698472656885152
leaf_weight=30.979185931411848 1.4543332314351562 2.2564506052585775 4.2746737007983011 3.8852705763420081 3.3980508677195749 4.4545359127223492 1.2157280077226449 1.2044446965883242 3.7301939890603526 4.9705897811800233 5.6307023589033625 1.3747739861719308 1.1507149236276735 2.492768491851165 2.5255594281479716 0.55594382435083378 0.93547697307076283 0.3315336680971086 119.90200611570617 91.131042755341696 5.0337753780186159 5.0087651126086712 0.89378002594822037 9.5769734482601034 1.0489562451839454 1.8888919458258886 1.8390799418557446 3.1220252066850653 0.46613592654466618 1.963039851747453
leaf_count=615 38 25 36 18 28 24 9 11 26 37 48 82 13 12 105 2 101 8 886 1969 29 72 44 182 5 9 99 14 3 83
internal_value=0.000116586 4.27167e-05 6.18322e-05 0.000169553 7.84267e-05 0.000535154 4.53811e-05 7.75501e-05 6.00823e-05 7.31238e-05 4.00073e-05 -0.000657243 8.22426e-05 4.7999e-05 -0.00100553 -0.00138544 -0.000308613 -0.00146308 0.000242133 0.000109881 2.42233e-05 -0.000351777 9.71499e-05 -0.000135728 0.000139705 0.000231131 -6.04832e-07 0.00019541 -0.00108042 -0.00168345
internal_weight=318.695 133.088 131.633 185.608 129.377 8.72921 120.648 117.249 116.034 114.829 111.099 6.34536 104.754 99.123 5.49923 4.34851 1.82295 1.26701 123.787 93.6238 61.8206 10.0425 51.7781 18.91 16.0532 32.8681 15.0042 12.699 2.30522 2.85682
internal_count=4633 2574 2536 2059 2511 60 2451 2423 2414 2403 2377 119 2258 2210 229 216 111 109 904 1981 1155 101 1054 430 303 624 298 196 102 127
is_linear=0
shrinkage=0.00196078


Tree=866
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 2 1 0 1 1 1 1 1 2 0 2 2 1 0 0 0 1 2 2 2 1 1 2 0 1
split_gain=0.0922619 0.226896 0.111701 0.464384 0.241464 0.196061 1.74129 0.433777 0.416138 0.59314 0.284581 0.265276 0.410679 0.632123 0.245731 0.955505 0.3845 0.398571 0.32449 0.214361 0.287558 0.359971 0.140437 0.243103 0.252164 0.377278 0.21621 0.364604 0.307516 0.199269
threshold=0.39587138110000003 0.3733870243500001 0.31060447290000009 49.247968080500009 0.31100865245000009 48.96897326980001 0.36042334060000009 0.5054040298000001 0.39670967935000007 0.40272746325000003 0.4529056016000001 0.32467590790000006 0.33894194785000004 37.572218886150004 0.39672464895000009 48.823707093150006 41.772405911750006 0.32012514595000008 0.41973294215000007 0.58035687555000015 0.58887458460000019 0.50491003265000012 48.393869453650005 47.927946529500012 45.700098835450007 0.37447980600000008 0.43967246490000006 47.309807198350008 0.61540073650000016 0.39150025445000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -7 -8 -9 -10 -11 14 13 -13 -6 16 17 18 -16 -12 -21 -22 23 24 -14 -26 29 28 -28 -27
right_child=2 -3 4 -5 5 6 7 8 9 10 19 12 22 -15 15 -17 -18 -19 -20 20 21 -23 -24 -25 25 26 27 -29 -30 -31
leaf_value=0.012476841605564764 0.024451995574077751 -0.10830767767612559 0.030687935430458498 -0.10799434038914971 -0.0083122504430239216 -0.14233340695367533 0.10533263314486203 -0.1045413688295702 0.098267495309269912 -0.10386550167801363 0.049714900461002243 0.021048159204369008 0.0014205935927114356 -0.11139465874020243 0.042456941429101822 0.11261496459077956 -0.050187770891146781 0.067652524730673846 -0.062456108816171134 -0.11837582376323463 0.025945768531216475 -0.10182789015929711 -0.020865726650774991 0.033360811980225578 -0.11282144627536406 -0.030608454034386435 -0.12693490143009425 0.021728056375788955 -0.017283626358552486 0.030338080214317244
leaf_weight=0.38103539147414167 0.6334048508433614 0.26278858637306257 2.749478538054972 0.45481155067682266 1.9315344020724285 0.92626549047417839 0.42661359254270825 0.3522949881589742 0.61343043920351226 0.29394705484446637 0.63914283271878991 0.65201398849603609 259.72070864742102 0.80564535979647189 0.54957453545648671 1.1552799344062803 0.86878605769015838 1.2165912240743635 0.63595982920378447 0.24552458967082191 1.0595867553493006 0.27842516303644504 2.8873702443670473 2.345344223547726 0.4216963789658611 0.87527067738119591 0.56113858078606405 0.58782350155524898 0.46997870499035344 1.385914900281932
leaf_count=18 40 170 16 12 13 21 3 39 12 95 24 31 3561 63 39 4 30 9 9 36 31 74 37 36 72 31 16 18 30 43
internal_value=0.000989231 -0.0368236 0.00107443 -0.0309029 0.00119668 0.000909042 -0.0190541 0.010158 -0.00150157 0.0100958 -0.0113962 0.00125742 0.000783237 -0.0521527 0.0214484 0.0344356 0.00682278 0.027442 -0.0138219 0.00083282 -0.0188968 -0.000642486 0.00106981 0.00130759 0.00102286 -0.0229902 -0.0132273 -0.0411249 -0.0769563 0.0067466
internal_weight=286.387 0.643824 285.744 1.08822 284.655 281.906 4.83523 3.90897 3.48235 3.13006 2.51663 277.071 270.713 1.45766 6.35773 4.42619 3.27091 2.40213 1.18553 2.22268 1.58354 1.33801 269.255 266.368 264.023 4.30182 3.88013 1.61894 1.03112 2.26119
internal_count=4633 188 4445 52 4393 4377 335 314 311 272 260 4042 3938 94 104 91 87 57 48 165 141 105 3844 3807 3771 210 138 64 46 74
is_linear=0
shrinkage=0.1


Tree=867
num_leaves=31
num_cat=0
split_feature=2 0 0 1 1 0 1 0 1 2 2 2 0 1 1 1 1 2 2 2 2 0 1 1 1 1 2 1 0 1
split_gain=0.0837438 0.345377 0.858755 0.806208 1.73351 0.571403 0.414641 0.547511 0.253962 0.483101 0.249427 0.198862 2.05989 0.638173 0.637022 0.13543 0.132359 0.364429 0.358425 0.412127 0.325242 0.473705 0.5461 0.484144 0.266486 0.191841 0.170655 1.53091 0.38598 0.372764
threshold=35.887362732750006 0.49820364660000011 0.50035927070000008 0.37977904855000005 0.3584174126500001 0.5116313883000001 0.39048232090000007 0.5380527529500001 0.40651477500000005 33.361153777850006 33.96174662340001 36.257608591500009 0.50730517050000012 0.38512319990000005 0.39078171310000004 0.43643902880000007 0.31060447290000009 36.558960102350007 49.247968080500009 44.952171034750002 37.041406607950009 0.50452082270000009 0.38723391515000005 0.39019789825000006 0.42991227810000004 0.31100865245000009 48.96897326980001 0.36042334060000009 0.5054040298000001 0.39670967935000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 4 10 -4 -7 -8 -9 15 -1 12 -2 -14 -15 -10 18 -18 19 -13 21 -19 -23 -24 -25 -22 -27 -28 -29 -30
right_child=11 2 5 -5 -6 6 7 8 9 -11 -12 16 13 14 -16 -17 17 20 -20 -21 25 22 23 24 -26 26 27 28 29 -31
leaf_value=-0.055592673155520744 -0.16253481207272702 0.070425371704080794 -0.041604410223291505 0.11578297205752552 -0.19451385241991578 0.044546324003186366 -0.10871766839234587 0.043558404915519849 0.084863074034417951 -0.11609431601064349 0.036669339976170473 -0.10258171506114172 0.11669444134872826 0.06462752611327402 -0.10908961450482549 -0.103084728977659 0.049149210989592504 -0.0016272367194720067 -0.10708485186684658 0.043862144476119407 0.027463934696348724 -0.13542455828440234 0.064633494483187379 -0.11519583034959034 0.00058937283381625433 0.0012177790327474371 -0.13846646114305233 0.10322843789793623 -0.10411099559389961 0.0094289835374339812
leaf_weight=0.41218739136272109 0.76287746231537257 2.3247781576355901 2.225124703720212 0.34610295295715321 0.5843592811434063 2.8273920761421323 0.47299168305471573 1.0428960870485751 0.25615150242811058 0.34926579059685992 1.0135277029621645 0.26514657611369219 0.6240139454603193 0.45175857096910477 0.39623863012639049 0.045087492634507953 1.5586174204472616 3.470305948809254 0.42063079634681344 0.69823224417632446 2.7422431512968606 0.6815395951271056 0.4116663336753843 0.48936508680344559 0.33475340369841433 255.80765281301683 0.86032366671133687 0.39348871726542745 0.32002030918374691 2.9984772005518607
leaf_count=88 35 17 17 1 17 23 16 7 17 100 45 154 2 3 40 149 36 26 14 25 18 6 2 21 35 3384 21 3 39 272
internal_value=0.000888878 0.00910115 0.017566 -0.0251859 -0.0494585 0.00054322 0.0193233 -0.0135956 0.0129734 -0.0360609 0.00999554 0.00053181 -0.0291758 0.0399382 -0.0165443 0.0567323 0.000776395 0.000934469 -0.0300695 0.00355704 0.000654598 -0.0236676 -0.0635601 -0.0239266 -0.0681644 0.00115261 0.000875511 -0.0182734 0.0095836 -0.00152028
internal_weight=285.587 11.8999 9.54369 2.35618 2.01007 7.21891 4.99378 2.16639 1.6934 0.650505 1.42572 273.687 2.23489 1.47201 0.847997 0.301239 271.452 270.068 1.38401 0.963379 268.51 5.38763 1.91732 1.23578 0.824118 263.122 260.38 4.57231 3.71199 3.3185
internal_count=4633 497 346 151 150 329 312 289 273 266 133 4136 80 45 43 166 4056 3863 193 179 3827 90 64 58 56 3737 3719 335 314 311
is_linear=0
shrinkage=0.1


Tree=868
num_leaves=31
num_cat=0
split_feature=1 2 0 2 1 1 2 2 2 1 1 1 0 0 0 1 1 1 2 2 0 1 2 1 0 0 1 0 2 2
split_gain=0.0788421 0.197912 0.134451 0.231766 0.0794062 0.165147 0.0754009 0.169074 0.185599 0.194882 0.17999 0.437423 0.168016 0.161571 0.129027 0.163561 0.126624 0.115075 0.325592 0.390182 0.24313 0.15803 0.113878 1.41319 0.321652 0.215397 0.196443 0.324696 0.833948 0.350121
threshold=0.50056884525000012 48.109449608500007 0.63013083440000017 45.044778924400006 0.52366695605000013 0.58454836680000011 34.823977857500005 33.96174662340001 33.361153777850006 0.38045268105000002 0.38512319990000005 0.38906020780000011 0.50035927070000008 0.42314601355000009 0.54413041525000005 0.43540612555000008 0.38772791230000009 0.31060447290000009 49.247968080500009 48.823707093150006 0.3733870243500001 0.31100865245000009 48.96897326980001 0.36042334060000009 0.53312775065000018 0.55688452445000014 0.32467590790000006 0.39672464895000009 48.823707093150006 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=6 2 3 -2 -3 -6 7 8 9 12 -11 -12 13 -1 -13 -16 -9 18 19 20 -8 -19 26 -24 -25 -26 27 -23 29 -29
right_child=1 4 -4 -5 5 -7 17 16 -10 10 11 14 -14 -15 15 -17 -18 21 -20 -21 -22 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.10473413245349823 -0.1003262712519891 0.021546206008360162 -0.10731981614404174 0.10371403612321527 0.0096299957290393104 -0.10830480450938003 0.019506654671777347 0.069347603744226952 -0.060612340089919718 0.1022645923854191 -0.12737668877858915 0.090617792231853081 -0.11169525178940282 0.045303800462410122 -0.10954740108097727 0.055360102569692073 0.008178680637915995 0.024837920009926323 -0.10637139038891504 0.1033200852190678 -0.10255483530101293 -0.01404709862644004 -0.13491205457972541 0.065624715734508551 -0.10385223634559181 0.00405707256330808 0.00048712743106364329 0.029020084487449267 0.11126185297325415 -0.046044643039676238
leaf_weight=0.09869263454487498 0.12328748445545912 0.80375643068691693 0.34968431633447494 0.1015024408698082 0.37389533128589392 0.17399151303106919 0.34177097515202948 0.77952156867831923 0.43317964606649173 0.30655700527131535 0.17542173620313406 0.35751256812363863 0.1902844961732626 0.26313409906197194 0.091617550526279956 0.17508376516616408 0.5980546785867773 2.729644098202697 0.38302484154701233 0.2742878794670105 0.31229831704604294 2.0620055058971039 0.79790928802685757 0.87846253368115901 0.20415930857416276 1.9689334043941924 265.19740488357274 2.271844712318853 1.0562508851289747 0.85529093467630435
leaf_count=65 193 33 323 1 23 39 16 27 36 6 3 6 6 24 16 72 36 18 14 3 160 19 21 69 33 133 3149 55 4 30
internal_value=0.000800398 -0.019363 -0.0685319 -0.00819319 0.00153472 -0.0278224 0.000937727 0.0155899 -0.00232703 0.0128982 0.0371169 0.0121412 -0.0356258 0.00437913 0.0513497 -0.00128912 0.042792 0.00075576 -0.0287974 0.00320841 -0.038774 0.000895157 0.000657754 -0.0164213 0.0145613 -0.00608087 0.00089996 0.01843 0.0344381 0.00848942
internal_weight=284.728 1.92612 0.574474 0.22479 1.35164 0.547887 282.802 3.46906 2.09148 1.6583 1.10619 0.799636 0.552111 0.361827 0.624214 0.266701 1.37758 279.333 1.31138 0.928357 0.654069 278.022 275.292 3.84946 3.05156 2.17309 271.443 6.24539 4.18339 3.12714
internal_count=4633 612 517 194 95 62 4021 297 234 198 103 97 95 89 94 88 63 3724 193 179 176 3531 3513 256 235 166 3257 108 89 85
is_linear=0
shrinkage=0.1


Tree=869
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 1 1 2 1 0 1 1 2 0 2 2 0 2 1 1 1 2 2 1 1 2 1 0 0 2
split_gain=0.331318 1.58594 1.45 2.25478 1.28826 0.943256 0.851704 0.692812 1.87993 1.32564 1.41697 1.41827 0.730036 1.30702 1.15925 0.620033 0.706761 0.918398 0.706673 0.73912 0.909367 1.00715 1.1877 1.08178 0.702928 1.5671 0.572513 0.568954 1.33899 0.717104
threshold=0.50913146310000013 0.37644082515000005 0.36166581840000006 37.892416320650007 0.50291907430000016 0.37043801085000005 0.36880632320000012 38.621016321050007 0.36265381275000008 0.48149755995000004 0.38045268105000002 0.38906020780000011 37.041406607950009 0.48654231910000006 36.558960102350007 38.983591653800012 0.48077901860000011 40.542362378300005 0.34900152690000003 0.34575312120000007 0.34566330350000002 42.876019054300009 41.489621506400006 0.34524415440000006 0.3459626957000001 42.684965421050009 0.34626208795000007 0.50035927070000008 0.49877249185000011 36.165040341950011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 7 6 -6 12 15 -10 -11 -12 14 -14 27 -9 -17 -18 19 20 21 22 23 -19 25 -21 -26 28 29 -1
right_child=1 -3 3 -5 5 -7 -8 8 9 10 11 -13 13 -15 -16 16 17 18 -20 24 -22 -23 -24 -25 26 -27 -28 -29 -30 -31
leaf_value=-0.00015052125256753915 0.00039652673569835111 8.0114338685230102e-05 0.00082791020064437271 -0.0023468627464812769 0.00039496757101321141 -1.5401971208435163e-06 0.0016839661635705604 -0.00098658426163052712 0.00042662631591276691 -0.0026027947000940169 0.0025062796779791452 -0.0021235263315560683 0.00033166622625930328 0.001919182216455956 -0.0010083226644928122 -6.1232256900015957e-06 0.00083574792243487953 0.0009881781179994424 -0.00053289857245330781 0.00035594423124468927 -0.00079399804558417757 0.0007833622247031502 -0.00074844107363508466 -0.00040469877869151241 -0.00026381049672664605 0.0021185704159528296 0.00051325864103497721 -0.00055943115325478895 0.002146829550923175 0.0019058976782705783
leaf_weight=3.9781693024833675 2.2400859463959923 138.17484059126309 1.1564432531595228 3.3560938914306462 3.3242092188447696 4.0157032744027665 4.8406480401754379 1.9518286287784565 1.4871309631853353 2.4271711464971308 0.50057357549667336 0.51724652899429202 5.7669424928026256 3.0476231835782528 2.6438532825559369 73.440848455829837 9.550874484702943 4.7915766090154701 4.904633115977048 5.9061643853783625 4.413290210068225 7.2030863617546848 6.403058908879756 3.8793465867638588 5.5594775862991836 2.8872738182544708 10.586763124912975 1.6153813395649192 1.8645749068818984 0.77974335034377862
leaf_count=167 14 2587 7 70 25 37 25 17 17 30 1 41 69 18 26 1020 62 19 37 23 28 34 40 34 23 59 53 9 11 30
internal_value=0.0001044 3.47704e-05 -0.000893076 -0.00153325 0.000161 0.000776504 0.00115917 0.000115866 6.94194e-05 -0.00112057 -0.00178846 0.000153456 0.000461119 0.000880548 0.000121367 0.000110904 0.000126257 0.000273371 0.000178363 0.00024593 1.91505e-05 0.000180243 -0.000107957 0.000365009 0.000488629 0.000934692 0.000245698 0.000483929 0.000738429 0.000186492
internal_weight=323.215 144.927 6.75262 4.51254 178.287 12.1806 8.16486 166.107 146.41 4.93212 3.44499 1.01782 19.6963 8.81457 10.8817 141.478 139.526 66.0855 56.5347 51.63 26.6904 22.2771 15.074 8.67092 24.9397 8.79344 16.1462 8.23787 6.62249 4.75791
internal_count=4633 2678 91 77 1955 87 50 1868 1538 89 72 42 330 87 243 1449 1432 412 350 313 155 127 93 53 158 82 76 217 208 197
is_linear=0
shrinkage=0.00196078


Tree=870
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 0 0 0 2 0 2 2 1 1 1 0 0 0 2 2 0 2 1 2 1 0 1 1 2
split_gain=0.078885 0.282157 0.370407 0.772624 0.276756 0.157048 0.224799 0.131709 0.24597 0.306856 0.275939 0.122568 0.254044 0.462797 0.907308 0.664256 1.02752 0.398965 1.19131 0.485838 0.445487 0.333081 0.31909 0.615031 0.612487 0.243908 0.559134 0.453569 0.697721 0.681413
threshold=49.292797572200008 49.064150740050003 0.31118828780000007 0.31060447290000009 48.823707093150006 36.952388736350009 0.3733870243500001 0.66718062335000017 0.58035687555000015 52.834037000700008 0.57927906350000014 47.927946529500012 44.202975721700007 0.4172030777500001 0.39170982905000007 0.44618424600000006 0.60134427115000011 0.47774018740000007 0.47943175355000006 44.749265482150008 45.205561619650005 0.6310290111500001 43.895345911700005 0.42209814075000007 44.131787411600008 0.46636328255000009 0.58745247150000013 0.45824975300000009 0.4529056016000001 37.817254840650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 -7 8 10 -10 -2 12 22 14 17 -15 -17 19 -19 -14 -21 -18 25 -24 -25 27 -27 28 -4 -30
right_child=7 -3 11 -5 -6 6 -8 -9 9 -11 -12 -13 13 15 -16 16 21 18 -20 20 -22 -23 23 24 -26 26 -28 -29 29 -31
leaf_value=0.10169053326327107 -0.020532014883504406 0.041929210242647529 0.00096002216147000961 -0.12365344818827335 0.10301774646373324 0.017606831772217908 -0.10233556856208433 0.048217795496033285 -0.10989119942127666 0.022834872447694991 0.056855704017629842 0.012268951088231096 -0.11563296134149206 0.062391153547058924 -0.11018562322701841 -0.084928069821982782 0.070655520770469937 0.093852129782043048 -0.030541364209382218 0.016019842997658584 -0.10839048962156757 -0.026636603918168342 0.033521393484093102 -0.11322261952602658 0.023904520321886922 -0.10819814674833006 -0.0037756091698349856 0.034497170415901772 0.0041900585139279505 -0.11113619486333343
leaf_weight=0.094025094062145653 2.2688093590586509 1.6747807628125873 239.75903628076094 0.72834048728691414 0.25077605992555618 0.34415185078978539 0.28621398804170894 0.32102825242327515 0.54571820449200448 0.25585729471640661 0.5781701412051915 9.4015624956227821 0.70803098380565499 1.623707565013319 1.1699897188227621 1.261873758165166 1.0067989788949487 1.0948293358087542 2.5940166132641025 1.1398708168417213 0.38504588685464103 0.54093985990039062 6.5891516208648673 0.62370116857346125 0.68177843280136585 0.67148217074100047 2.1695444413034579 3.9799925766446895 0.95783943428978036 1.1015245485468765
leaf_count=2 147 31 2592 24 3 16 160 40 87 22 18 100 18 34 123 31 12 5 67 13 85 46 39 128 8 75 555 76 20 56
internal_value=0.000808342 0.00100621 0.000760697 -0.0457271 0.0124752 -0.0188696 -0.0368523 -0.01319 -0.0185931 -0.067526 -0.00481597 0.00104612 0.0006525 -0.0138716 -0.0297154 0.011473 -0.0179532 -0.0138166 0.00637795 -0.0471782 -0.0153941 0.0366516 0.00130501 0.0210976 -0.0416088 0.000676571 -0.0284561 0.0010133 0.000462199 -0.0574963
internal_weight=284.809 280.839 279.164 1.70351 0.975167 0.724391 0.630366 3.96958 3.64855 0.801575 2.84698 277.461 268.059 11.5251 7.09178 4.43332 2.80961 5.92179 3.68885 2.23295 1.52492 1.54774 256.534 7.89463 1.30548 248.639 2.84103 245.798 241.818 2.05936
internal_count=4633 4319 4288 205 181 178 176 314 274 109 165 4083 3983 434 311 123 89 188 72 116 98 58 3549 175 136 3374 630 2744 2668 76
is_linear=0
shrinkage=0.1


Tree=871
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 0 2 2 1 2 2 0 0 2 1 2 1 1 1 0 0 1 2 1 2 2 2 2 1 2
split_gain=0.413443 1.75133 0.889749 0.696942 2.89269 2.97518 2.61508 0.982919 2.58371 1.21982 0.810834 1.28099 1.13982 0.647527 0.570226 0.538885 0.483626 1.62147 1.47559 1.10953 1.21343 1.02485 1.70461 1.0117 1.32605 1.78459 0.876652 0.57011 0.454508 1.65683
threshold=0.51657136015000005 0.36880632320000012 0.5195503128500002 0.50291907430000016 0.37227927305000003 0.5116313883000001 44.026978245600006 38.621016321050007 0.36265381275000008 40.767054867700004 37.041406607950009 0.50101793360000013 0.48654231910000006 38.983591653800012 0.37043801085000005 41.600558339100012 0.38906020780000011 0.38723391515000005 0.39019789825000006 0.52324780695000006 0.53146612375000013 0.39431454150000006 38.324118171300007 0.39563186730000005 43.968221017800005 44.279556297950009 36.654713368950006 39.117456157700005 0.36551300860000008 36.558960102350007
decision_type=2 2 2 2 2 2 2 2 2 2 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 15 6 -6 10 13 -10 11 28 -12 -9 -11 -5 17 -4 -18 27 21 22 -21 -23 26 -26 -25 -20 29 -1
right_child=1 2 16 4 5 -7 -8 8 9 14 12 -13 -14 -15 -16 -17 18 -19 19 20 -22 23 -24 24 25 -27 -28 -29 -30 -31
leaf_value=0.00041718932556254583 -0.0025662406730597646 -0.0010809428673670589 -0.00030587841410470933 0.00075422769082634925 -0.0024074552176634074 0.00060441482925561562 0.00096337399176406693 -0.0009761783847990061 -0.0029132866589202436 -0.001641778616911192 0.00047315647185915214 -0.0020576375445628373 0.0019375315886565598 0.00012884388676591256 -2.1013762772908218e-05 0.0016001183517633548 -0.0011539753952519894 0.0012846585268540937 0.00020829568673593832 -0.00013313076954977199 9.9089402488745348e-05 0.00074949488768382626 -0.0022886458011413357 0.00019092546537262221 0.0019831702668755137 -0.0020118364963795815 -0.0021181269923953336 0.001353617755851227 0.00094712427069376204 -0.0025708306395782069
leaf_weight=6.3725834365432092 0.99546251364517857 2.6537302255164823 4.9632320245727879 5.8566258111968654 3.1993492795154435 6.5806004488840699 1.2231410137610508 2.0689053568057707 1.3736797173041839 1.4734171564632563 6.2591938646510226 0.91147290170192796 3.0342154204845428 140.13035188031063 1.9248671303503213 5.7269190449733287 3.9033348541706792 4.8941378630697727 3.0165642653591922 2.9599446184001854 103.85460069062651 3.3747019991278631 2.694615594111383 0.89304594695568118 1.2737027704715727 0.64891658119449847 2.163829059805721 3.7458838748498238 3.4685474932193756 0.80341157456859935
leaf_count=201 27 27 45 33 58 45 18 17 20 21 69 6 18 1432 48 37 28 24 19 28 1985 16 79 11 6 139 113 27 18 18
internal_value=0.000105459 2.53974e-05 4.36891e-05 0.000165181 0.000488539 -0.000231438 -0.00147518 0.000121661 6.51415e-05 -0.00135403 0.000520075 0.000173313 0.000951262 0.000112767 -0.00072374 0.00117244 6.52553e-05 0.000483816 3.31544e-05 7.03358e-05 2.60202e-05 -0.000515682 -0.00116032 -7.93592e-05 -0.00064109 0.000634788 -0.00144355 0.000842717 0.000364345 8.2656e-05
internal_weight=332.443 142.036 141.04 190.407 22.5866 11.0031 4.42249 167.821 146.971 4.77196 20.8494 11.556 9.29341 142.199 3.39828 11.5835 138.387 9.85737 128.529 124.626 117.863 14.0088 5.65456 8.3542 4.97949 1.92262 3.05688 6.76245 10.6445 7.176
internal_count=4633 2574 2547 2059 191 121 76 1868 1538 89 330 243 87 1449 69 70 2520 69 2451 2423 2377 392 107 285 269 145 124 46 237 219
is_linear=0
shrinkage=0.00196078


Tree=872
num_leaves=31
num_cat=0
split_feature=2 0 2 2 2 2 1 2 1 1 1 0 0 2 1 1 1 0 2 1 0 0 0 1 1 2 0 0 1 2
split_gain=0.0785203 0.357372 0.35408 0.549517 0.42837 0.674602 0.390194 0.329935 1.90481 0.882368 1.32253 0.704721 0.743207 0.484319 1.85377 0.857543 1.75218 0.346065 0.332479 0.302973 0.999517 2.20578 0.596055 0.807514 0.611079 1.05435 0.516804 1.61318 0.873119 1.40077
threshold=42.243697547450004 0.57670429030000014 41.808689985400001 40.722669576350008 40.858951393400005 41.772405911750006 0.49146732130000009 41.835830569250014 0.42473279245000012 0.34494476210000008 0.34458549145000011 0.49194634890000005 0.48104847160000008 41.559097512700014 0.34545372890000009 0.34608245260000009 0.37043801085000005 0.56974342085000018 42.055256506450007 0.42307116555000007 0.55619592225000014 0.5485614203000001 0.56065686655000013 0.46280051495000007 0.43643902880000007 38.911218973650008 0.54353163080000011 0.54088200950000009 0.41917906650000009 40.858951393400005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 -5 -6 -3 13 9 10 -9 12 18 17 -15 -16 -17 19 -11 26 21 -21 -22 24 -24 -26 27 -1 -28 -30
right_child=-2 2 -4 4 5 -7 -8 8 -10 11 -12 -13 -14 14 15 16 -18 -19 -20 20 22 -23 23 -25 25 -27 28 -29 29 -31
leaf_value=0.003447999413371003 -0.0015250769499275518 -0.10325727268311057 -0.11312597509933447 0.10230132927145606 -0.10524952022914798 0.10547392201476768 0.031114789947313499 0.025142229300134929 0.097567148958441249 -0.041002426899711585 -0.13311318018027338 -0.018275308297307113 0.048764736251301559 0.031661408385846239 -0.10717015255888732 0.037409963003232134 -0.082808525574254693 0.031508144273652693 0.023678679402345193 -0.0092068781591875069 0.041525165935564726 -0.14587375024398494 0.020655310349528177 0.052310198266884211 0.018730142081200728 -0.079837680978830095 -0.0097257090798667026 -0.06835053352951577 0.0071635336253907033 0.099358333235890994
leaf_weight=118.94760504088299 95.572572308465169 0.81275685695027255 0.46886459366942279 0.48725389931496443 0.38587753540741687 0.25057555548846722 0.29437555517768033 1.0117905923980353 2.4363726526498786 1.7057931544259175 1.1045303568243978 5.0582270440645507 6.0473031178116798 4.4143551248707791 1.9670340418815611 2.1942298421636224 2.7093801180599257 4.0203829608653896 1.4879150688648222 4.9531025269534465 3.5110200672279452 1.5506897928135002 2.1831302192877029 1.7975680320851095 1.7200817388948051 2.9401778527535498 4.5884106894955021 3.2138853520154944 3.8275132471462712 2.8940659314393997
leaf_count=1281 1990 227 48 10 90 4 264 33 11 27 9 69 20 33 12 35 43 54 16 38 35 48 27 24 25 41 53 20 26 20
internal_value=0.000810814 0.00199211 -0.0341304 -0.0175275 0.0317365 -0.0222864 -0.0675291 0.00251561 0.0150576 0.00281171 -0.0574529 0.011731 0.0281555 0.00110346 -0.0189026 -0.0513898 -0.0290141 0.00254932 -0.0108682 0.00178401 -0.0101527 -0.0417922 0.00678083 -0.0073366 -0.0230042 -0.0434567 0.00345245 0.00155909 0.023903 0.0468592
internal_weight=284.557 188.984 2.6997 2.23084 1.12371 0.636453 1.10713 186.285 18.8519 16.4156 2.11632 14.2992 9.24101 167.433 11.285 6.87064 4.90361 156.148 3.19371 152.127 18.6558 6.50379 12.152 8.64096 6.84339 4.66026 133.471 122.161 11.31 6.72158
internal_count=4633 2643 643 595 104 94 491 2000 185 174 42 132 63 1815 123 90 78 1692 43 1638 238 86 152 117 93 66 1400 1301 99 46
is_linear=0
shrinkage=0.1


Tree=873
num_leaves=31
num_cat=0
split_feature=0 1 0 1 1 0 2 1 0 1 0 2 0 0 2 0 1 2 1 1 1 1 2 2 2 2 2 1 2 2
split_gain=0.388112 1.26713 0.616818 2.37537 2.02114 1.11476 0.818474 1.92204 1.64561 1.24845 1.12027 0.653616 0.598443 0.598301 0.9287 1.11633 0.821113 0.695383 0.888644 0.636544 0.899979 1.49395 0.800583 1.20777 0.775828 0.632431 0.629521 1.81411 1.51876 1.00152
threshold=0.51657136015000005 0.36880632320000012 0.50291907430000016 0.37227927305000003 0.37644082515000005 0.5116313883000001 38.621016321050007 0.36265381275000008 0.48149755995000004 0.37977904855000005 0.50218556330000019 38.983591653800012 0.5054040298000001 0.48077901860000011 41.319407281650008 0.48588365620000007 0.34900152690000003 41.741384785950011 0.34536391125000004 0.34503457980000002 0.3459626957000001 0.34575312120000007 43.219899330700009 42.409092016550012 42.982930821650008 42.684965421050009 40.165165956550005 0.34422622080000004 40.467253020850002 39.656620114300004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 6 12 -5 -6 -1 11 -9 -10 -11 -8 -4 26 15 -15 -17 18 -16 -19 21 24 23 -22 -21 -23 27 -13 -28 -29
right_child=1 -3 3 4 5 -7 7 8 9 10 -12 13 -14 14 17 16 -18 19 -20 20 22 25 -24 -25 -26 -27 28 29 -30 -31
leaf_value=0.00049529666541080675 -0.0024346096449084547 3.9000709323761707e-05 0.001521323369770386 -0.0014010622941496495 -0.00084475424548341243 0.00097306434243991122 -0.0009743563732089426 0.00061706776120858153 -0.0027219666407940998 -0.0021658593269699581 0.0019899116996016084 0.00088972078967842875 0.00060814429619260432 0.00032343063139895047 0.00036060191549360117 0.0018175254008008488 0.00024544333001691741 -0.00065621752191285458 -0.00091362321142736088 -0.00026532428984711988 0.00032000877985795289 0.00076316808953400352 0.00068699551957826987 -0.00093678645237802241 0.00076519419348891138 0.0021138571204165767 0.0010863410835178584 -0.00032291379015720863 -7.621126534118536e-06 -0.0017769361733485523
leaf_weight=20.023366489351247 0.80111003358615462 129.72322884727441 6.0044990256428736 3.5615371474996191 1.8255965552525593 4.4793402198702097 2.0931884460151187 1.3990068315179076 2.2840071739628915 0.49991446040803555 0.49765143357217312 2.8472662335261685 5.1048295199871063 15.28023933619261 3.563254848122595 4.0789895914494982 1.8597463481128214 2.8880778974853447 5.1390456557273865 5.9700399860739726 6.0338479354977625 2.5191587805747977 4.4129893109202376 5.7330000847578049 5.3042781725525856 2.8300738483667374 5.3116217713104552 4.2142572820885107 59.927708869468916 3.2074726227438077
leaf_count=330 27 2547 42 53 34 34 17 17 29 37 6 20 28 65 19 37 28 15 34 39 25 9 21 34 27 59 27 28 920 25
internal_value=0.000106041 2.38186e-05 0.000162857 0.000479878 -0.000220284 0.000446714 0.000123255 7.28848e-05 -0.00116357 -0.00192269 -9.26876e-05 0.000113295 0.00110171 0.000129428 0.000266389 0.00060381 0.00132522 0.000105111 -0.000391877 0.000226287 0.000303984 0.000624398 -2.52171e-05 -0.000292322 0.000219508 0.00147777 1.04157e-05 -0.000440846 8.14465e-05 -0.000951303
internal_weight=319.418 130.524 188.894 20.9758 9.86647 6.30494 167.918 147.895 4.68058 3.28157 0.997566 143.214 11.1093 141.121 65.6127 21.219 5.93874 44.3938 8.7023 35.6915 32.8034 16.6236 16.1798 11.7668 11.2743 5.34923 75.5083 10.269 65.2393 7.42173
internal_count=4633 2574 2059 191 121 68 1868 1538 89 72 43 1449 70 1432 412 130 65 282 53 229 214 134 80 59 66 68 1020 73 947 53
is_linear=0
shrinkage=0.00196078


Tree=874
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 1 0 0 0 0 1 2 0 1 1 2 1 1 2 0 1 1 2 2 0 2 2 2 2 2
split_gain=0.0783335 0.221992 0.189696 0.103908 0.61498 0.514372 0.585406 0.412028 0.389971 0.880575 0.778006 0.746164 1.08342 0.729585 0.722902 0.696951 0.62044 0.512691 0.496696 0.478663 0.376339 0.315744 0.308147 0.788727 1.06603 0.513087 0.808673 1.00979 0.918998 0.755553
threshold=0.62376874945000005 0.47634801355000006 0.68131193680000013 0.44618424600000006 0.55619592225000014 0.43967246490000006 0.56300709560000006 0.56065686655000013 0.57161462230000015 0.55688452445000014 0.43584024430000007 42.580420142950011 0.56579144335000009 0.42926858475000007 0.43349001525000008 41.087689990200012 0.42473279245000012 0.42802610700000004 41.935569238650011 0.55348642255000013 0.42307116555000007 0.44393880420000004 47.309807198350008 43.564719632750005 0.60134427115000011 41.559097512700014 39.476991512000005 40.574766824850009 39.427119987250002 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=3 -2 -3 5 -5 8 -7 -6 9 10 13 12 15 16 -15 -11 -1 -18 -10 -12 -13 -8 23 25 -25 26 28 -28 -9 -29
right_child=1 2 -4 4 7 6 21 22 18 11 19 20 -14 14 -16 -17 17 -19 -20 -21 -22 -23 -24 24 -26 -27 27 29 -30 -31
leaf_value=0.0010101130731900042 -0.10582999282466168 0.00048490328344760096 -0.1020410197001867 -0.058297301632899146 0.054857944113235815 0.0032579363580697374 -0.11949988797957048 0.00031633578369895962 0.076003953789120865 -0.11978809678807695 0.014930505096713793 -0.029552493330660751 0.030544130299340073 -0.087355025281458637 0.014242441212355857 -0.021089509785995719 0.011843128314438024 0.0862038211481026 -0.02479337749228458 0.11264539032340271 -0.13313954331284539 -0.02959690444219186 0.036827669013896752 -0.11812174565050887 0.036772387374687597 0.032559382252490686 -0.12841504874145898 0.055128462264287963 0.10941912105531382 -0.054743117480185038
leaf_weight=236.42949565720028 0.24886908359215398 2.4557051661020641 0.19477825583740571 1.3419072265242018 1.987535565043802 1.6130149457603686 0.93702432846475836 4.5993605086287115 1.4811580178011348 1.1294212805805721 1.0065604641495149 0.54658093152102061 2.5829324316000566 1.8216851674951606 1.1377586960916231 1.9519496150314806 2.3358859808649863 1.5374587622936813 0.72971924787270825 0.99871841073036183 0.97878809180110693 0.669956207983887 2.9654669438605188 1.1662291730754066 0.71779806219274167 5.8821124034184313 0.98782554614626894 1.0632138212677094 0.92778211637050834 1.5216225221593047
leaf_count=2882 38 277 179 27 15 11 23 211 32 41 38 35 24 57 35 14 19 31 36 4 17 28 132 85 66 123 78 6 6 63
internal_value=0.000824464 -0.0155284 -0.0070495 0.000993163 0.00740928 0.000416934 -0.0393006 0.0114504 0.000919118 0.000552919 0.00156409 -0.033942 -0.0172243 0.00105273 -0.0482959 -0.0572657 0.00166049 0.0413593 0.0427349 0.0635969 -0.0960215 -0.082019 0.00709998 0.00187309 -0.0591084 0.00954172 -0.00533689 -0.0424156 0.0186302 -0.00954993
internal_weight=283.948 2.89935 2.65048 281.049 23.1609 257.888 3.22 21.8189 254.668 252.457 245.268 7.18967 5.6643 243.262 2.95944 3.08137 240.303 3.87334 2.21088 2.00528 1.52537 1.60698 19.8314 16.8659 1.88403 14.9819 9.0998 3.57266 5.52714 2.58484
internal_count=4633 494 456 4139 812 3327 62 785 3265 3197 3066 131 79 3024 92 55 2932 50 68 42 52 51 770 638 151 487 364 147 217 69
is_linear=0
shrinkage=0.1


Tree=875
num_leaves=31
num_cat=0
split_feature=0 0 2 2 2 2 0 0 0 1 1 1 2 1 2 2 1 0 1 1 2 2 2 0 0 1 1 0 1 2
split_gain=0.0784595 0.525422 0.868582 0.508789 1.21079 0.868585 0.496104 1.08596 0.404162 0.295823 0.823848 0.757349 1.87779 1.10628 0.857521 0.986491 1.0955 3.51595 2.05472 0.787606 0.427101 0.287061 0.735802 0.278989 0.271519 0.912352 0.664231 1.05474 0.906951 0.314946
threshold=0.47880302985000006 0.47787491390000009 39.571921479100006 40.330620469300008 40.518963363600001 41.257948413050009 0.47905751325000007 0.47938684470000009 0.47736594710000008 0.3459626957000001 0.34608245260000009 0.34575312120000007 42.684965421050009 0.34566330350000002 40.574766824850009 42.844429421150004 0.34479506600000004 0.48588365620000007 0.34518427590000006 0.34536391125000004 40.00488309970001 41.529896397300007 41.873095646600007 0.47757552170000012 0.47568935060000012 0.34479506600000004 0.34521421515000011 0.47396784530000008 0.35696536035000009 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 8 -3 -4 -5 -6 -2 -8 24 11 -11 13 -13 14 20 16 -16 18 -18 -20 -9 -7 -23 -10 26 -26 27 -1 -28 -27
right_child=6 2 3 4 5 21 7 9 23 10 -12 12 -14 -15 15 -17 17 -19 19 -21 -22 22 -24 -25 25 29 28 -29 -30 -31
leaf_value=-0.0020723910105396467 0.038556699178663029 0.045848061625195669 -0.092154240464745629 0.047386541908117322 -0.12818503582985724 0.0037358343427534631 -0.09033019839111403 0.013293070898735774 0.042820820358914415 -0.060667693016191418 0.00029115361011562647 0.0068725704735421462 0.10887127336343061 -0.036791974492721868 0.026898866339008579 0.02871143840792665 -0.12254369318586628 0.063461886940655549 0.011287118768397442 -0.053749339243141486 0.05739367543722769 0.014099538878096672 -0.11000621554638629 0.0066651236561978333 -0.07533964509361539 0.008265818432848555 -0.11168755768577804 0.052609296303360635 0.0036684320627625583 -0.030539586504791934
leaf_weight=17.077290226615339 3.567529681895393 1.4768644496798495 1.4103430286049841 1.6678553894162176 1.1304655726999042 1.6065532192587855 1.295242448337375 4.2110444605350477 3.4995621182024461 2.2465747371315947 168.64626513175045 6.7646076902747136 2.4617523550987244 6.1383515372872344 5.2636302039027276 8.5823016797658038 3.1297009624540788 3.3160195313394061 3.218819335103035 4.4176544118672609 4.5894053652882576 0.87693094462156285 1.0494078837800769 5.4701279774308205 2.082140200684079 7.3653454580344242 1.13119406824353 4.4457415137439957 1.714670856723387 2.9208884687395766
leaf_count=608 18 10 13 6 24 6 12 25 18 11 3085 30 60 40 27 43 23 28 17 38 21 4 38 36 19 66 64 38 137 68
internal_value=0.000741092 -0.00265156 -0.0244302 -0.0378373 -0.0257376 -0.0518905 0.00155893 0.000970422 0.00174087 0.00150075 -0.000510218 0.00809777 0.0340876 0.00250392 0.00907134 0.000494013 -0.012024 -0.0265725 -0.0543034 -0.0263361 0.0362914 -0.0274776 -0.0535093 0.0207714 -0.00290559 -0.0149729 0.00321912 0.00922252 -0.0421841 -0.0027534
internal_weight=282.774 54.9254 9.21842 7.74156 6.33121 4.66336 227.849 224.281 45.707 222.986 170.893 52.0933 9.22636 42.8669 36.7286 27.9281 19.3458 14.0822 10.7662 7.63647 8.80045 3.53289 1.92634 8.96969 36.7373 12.3684 24.3689 21.523 2.84586 10.2862
internal_count=4633 1155 101 91 78 72 3478 3460 1054 3448 3096 352 90 262 222 176 133 106 78 55 46 48 42 54 1000 153 847 646 201 134
is_linear=0
shrinkage=0.1


Tree=876
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 1 2 0 1 0 1 0 1 0 2 0 1 1 1 2 0 2 2 2 0 2 1 2 0
split_gain=0.0847597 0.581899 0.315617 0.661474 2.54324 1.94748 1.73087 2.20565 0.859036 1.36185 0.851248 1.44059 0.972425 0.917087 1.40589 0.625279 1.08854 0.492585 0.90146 1.01537 0.581571 0.412774 0.381413 0.407834 0.792628 0.445086 0.40909 0.707658 0.354683 0.627457
threshold=42.081757894750005 42.027798546600003 43.182896969600009 0.52507409960000018 0.5380527529500001 0.50291907430000016 0.3475943834000001 42.546237522150008 0.56579144335000009 0.42111014640000005 0.48104847160000008 0.34545372890000009 0.47736594710000008 0.34542378970000004 0.48320409570000006 42.546237522150008 0.57299182660000014 0.34536391125000004 0.34512439750000007 0.3453339720000001 42.498713093000006 0.47500074850000013 43.276780833950006 43.384297312450009 43.521589032450009 0.48119816770000007 43.735142172100005 0.39814676205000005 42.759119507950011 0.47774018740000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 10 -8 9 -6 11 17 -13 -12 -15 16 -10 18 20 -20 21 -2 -4 -24 25 -25 27 -26 -22 -30
right_child=2 -3 22 4 8 -7 7 -9 15 -11 13 12 -14 14 -16 -17 -18 -19 19 -21 28 -23 23 24 26 -27 -28 -29 29 -31
leaf_value=0.0010294932553125079 0.004161981800918443 0.03626197481565898 0.034237605879991931 -0.13088826751407717 0.018248172266815698 0.059405186203197027 0.017758435510176904 -0.14779739081675128 0.1169546573759595 -0.07825232196328516 -0.031084376279561583 -0.0016483016029309372 -0.12200520412303362 0.07583921553860995 0.0013780934640677518 -0.019023216189304332 -0.0052383780219411218 0.049872667199603996 -0.14021824877708691 0.00015312599820024462 0.055407317090973629 -0.11761378729157042 -0.0352903173544881 0.0014137943802086106 -0.063362680523117165 0.073016209841791579 0.0025895075496148094 0.032746297346689275 -0.045884564026934263 0.073464081779077914
leaf_weight=176.7292040132221 0.58688116396297629 4.8154442920058491 3.7783292973472262 1.9896386492764566 2.7048127716407162 4.704146195203065 1.3896008012816303 1.9119460749789139 1.3770255446434023 3.1837883945554495 3.2587260976433745 1.0180597712751471 1.9708492336794732 4.0695328488945943 6.7273936569690704 2.1233171719795791 1.5492663094337329 1.5806355257518587 0.99700371688231837 1.0665740701369941 2.1816333220849629 0.52946975466329604 2.8732715466194341 1.3510678684669977 2.4180605822039065 2.42874891491374 39.113680541242502 1.1214179490343665 1.2403192581850815 0.68311315402388562
leaf_count=2539 24 36 32 56 19 38 14 32 5 37 22 18 43 73 37 69 53 16 36 7 19 21 33 24 39 24 1188 25 50 4
internal_value=0.000676583 0.00196403 -0.00166238 -0.00764504 -0.0268923 -0.000308483 -0.00992454 -0.078116 -0.00797565 -0.0339267 -0.00123541 -0.0209722 -0.0810101 0.0154106 0.0294437 0.0222872 0.052262 -0.000731298 -0.0117109 -0.0676664 0.0104035 -0.0535946 0.00361693 0.00127047 0.00353285 0.0474225 -0.000356535 -0.0329123 0.0278074 -0.00349751
internal_weight=281.473 181.545 99.9283 46.8437 12.9278 33.9159 29.2117 3.30155 10.9382 5.8886 25.9102 11.8545 2.98891 14.0557 10.7969 5.04961 2.92629 8.86563 7.28499 2.06358 5.22142 1.11635 53.0846 49.3062 46.433 3.77982 42.6532 3.53948 4.10507 1.92343
internal_count=4633 2575 2058 693 239 454 416 46 183 56 370 238 61 132 110 127 58 177 161 43 118 45 1365 1333 1300 48 1252 64 73 54
is_linear=0
shrinkage=0.1


Tree=877
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 1 1 1 1 0 0 0 1 0 0 0 1 1 0 0 0 0 1 2 0 2 2 2 2
split_gain=0.0755586 0.3227 0.88412 2.55292 0.619557 1.25523 0.872862 1.15253 1.12079 1.47517 0.77846 1.09761 2.255 0.714536 0.342353 1.45633 1.07705 0.940797 0.866746 0.876099 0.787442 0.574893 0.517254 1.78014 1.44788 0.689727 0.833257 1.1073 0.520051 1.00015
threshold=42.243697547450004 42.982930821650008 0.56579144335000009 0.42111014640000005 0.34584293880000011 0.3459626957000001 0.34560342505000002 0.34542378970000004 0.34515433670000012 0.3453339720000001 0.49588335680000006 0.52507409960000018 0.5380527529500001 0.3447052483500001 0.55788748840000013 0.54191491270000014 0.53499895210000015 0.44844465735000011 0.42473279245000012 0.54353163080000011 0.58984760935000013 0.53146612375000013 0.51657136015000005 0.40651477500000005 44.578137159850009 0.49688632075000011 43.521589032450009 45.044778924400006 43.067541470150012 43.426369480700011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -10 -7 -12 -13 -2 15 16 21 20 19 -17 -16 22 25 -24 -25 28 -27 -28 -3 -30
right_child=1 14 -4 -5 5 10 -8 -9 9 -11 11 12 -14 -15 17 18 -18 -19 -20 -21 -22 -23 23 24 -26 26 27 -29 29 -31
leaf_value=0.0017720889045713579 -0.053389562391700021 0.040766837353607067 0.031298119915990096 -0.11651035990693726 0.075071639842857002 -0.03871568182906085 -0.082250509083718767 0.065588597910810689 -0.13915073190603938 -0.011233110070059421 0.043939353883705665 -0.13062336915410544 0.029863459481267854 0.041424170637596479 -0.11238111704234098 0.078721905922665078 -0.060214098932262997 0.00046955740430590462 0.10932793160416587 -0.059188729211472627 0.04510349773148576 0.042631170686793389 -0.10216921867423315 0.10912534098719927 -0.10262435533202002 0.075000794722531766 -0.074814689166729217 0.049901900193992738 -0.040875375365061063 0.0048336754226868022
leaf_weight=186.43629319539832 1.1708421076291471 2.7008767228981041 4.5669993300907654 2.3259240391198537 2.230335257947444 4.6987060476094475 2.1659375708550206 1.5936248544603584 1.60619703901466 2.0549271898344159 4.7579375915229303 1.3715868457220497 2.4207780351862311 2.4751029133331031 1.4631454386690155 0.99755266308784418 2.6992102283402337 8.1427767610657593 2.0569542897865176 0.85582746917498298 0.40548899862915266 3.6923631844110778 1.8438656550715671 1.0511284768581388 0.4661068551140487 2.8522043847478917 1.1995203963597307 1.7512242858647367 6.1303971069182834 21.844304260772333
leaf_count=2643 41 30 93 34 65 48 29 15 32 15 30 43 11 28 89 6 35 445 14 42 13 29 143 5 88 19 38 32 107 371
internal_value=0.000608244 -0.00171015 -0.00958574 -0.0160528 -0.00725084 0.00566649 -0.0253188 -0.0114648 -0.0282697 -0.0673527 -0.00601716 0.0119519 -0.0281799 0.0109761 0.00266787 0.00603886 0.00108241 -0.0142155 0.0646381 0.0150395 -0.0782073 0.00488312 0.0013846 -0.0361535 0.0440741 0.00484333 0.0364582 -0.000797197 -0.00113732 -0.00518304
internal_weight=280.028 93.5918 33.4389 28.8719 26.546 15.4793 11.0666 8.90069 7.30707 3.66112 13.249 8.5503 3.79236 3.64595 60.1529 50.1415 46.2312 10.0114 3.91033 1.85338 1.86863 43.532 39.8396 3.3611 1.51724 36.4785 5.80295 2.95074 30.6756 27.9747
internal_count=4633 1990 484 391 357 197 160 131 116 47 132 84 54 69 1506 959 897 547 62 48 102 862 833 236 93 597 89 70 508 478
is_linear=0
shrinkage=0.1


Tree=878
num_leaves=31
num_cat=0
split_feature=1 1 2 2 2 2 2 2 0 1 2 2 1 1 1 2 0 2 1 2 2 1 2 0 0 2 0 2 0 1
split_gain=0.310339 0.513347 0.505508 0.619472 0.90307 0.35661 0.338935 0.424593 0.326066 0.309327 0.297481 0.405808 0.932036 1.97528 1.02587 0.75439 0.71904 1.11408 1.47439 0.716456 0.674238 0.8764 1.64045 1.49664 1.00349 0.490089 1.1095 0.84635 0.766809 0.41715
threshold=0.46551001470000003 0.46280051495000007 44.749265482150008 42.527280425250005 42.498713093000006 45.205561619650005 41.808689985400001 41.772405911750006 0.62143349005000015 0.46636328255000009 44.202975721700007 43.182896969600009 0.34626208795000007 0.34560342505000002 0.35585760905000008 44.026978245600006 0.48077901860000011 43.895345911700005 0.3447052483500001 42.783136484500005 42.982930821650008 0.34587287805000005 43.067541470150012 0.48847339900000003 0.5132031975000001 43.521589032450009 0.53312775065000018 43.813842866750008 0.53499895210000015 0.34614233110000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 3 4 6 -4 7 8 9 -2 11 19 13 16 -14 25 17 18 -13 -1 29 22 -22 -24 -23 -16 27 -27 -28 -21
right_child=2 -3 5 -5 -6 -7 -8 -9 -10 -11 -12 12 14 -15 15 -17 -18 -19 -20 20 21 24 23 -25 -26 26 28 -29 -30 -31
leaf_value=0.00012348492295085605 -0.00018637016242261959 0.001102873822121159 0.0020359562602307413 -0.0020837532545321907 0.0023485223280303997 1.7906326745679115e-05 -0.0021458601351240425 0.0020014987194937228 0.00038273360684813068 -0.0020742551648447794 -9.2089066634947525e-05 0.00065263294325935799 0.0013943499651555148 -0.0015998907469468113 0.00057770499354406653 0.0014112720732057753 0.0010690552476317545 0.00087938343114604136 -0.0025402586279960446 -0.0013286104128146143 0.0016295455336458342 -0.0016956031568904765 -0.0024976993025580762 0.0012187680558633919 0.00034515566134514454 -0.0028526655012806081 0.0015502368476043088 -0.00026461507703019017 -0.00022426594621665738 -0.00026896627063641826
leaf_weight=232.42907811816258 0.58699348157097098 1.9922299219761033 0.36051533056888718 1.0186162982572566 0.42083782784175117 5.0874076211475767 0.52846810096525576 0.25117693049833167 0.70609875154275403 0.77320534250884521 27.010010990095907 1.0085947067782419 4.7247462123632458 2.6203823816031218 5.3749619589652848 2.1255098623223594 3.2660747766494751 2.0969628757593455 1.2392172883264718 3.151266722888975 2.5606551113305613 1.8336894657986706 0.94504712226625975 0.74501535296440125 1.8722178349271414 0.89997462159954 1.3492453992366789 1.0556480046361683 3.0587371699512005 2.6124692572047934
leaf_count=2423 13 15 4 146 2 231 72 4 283 196 683 36 21 23 48 17 10 34 20 47 24 26 52 2 23 23 4 32 84 35
internal_value=9.9779e-05 0.000110815 -0.000244867 -0.000748697 -0.000332412 0.00015145 -0.00072885 -0.00040572 -0.000698339 -0.00125954 0.00010427 0.000123558 0.000343699 -0.000131594 0.000605298 0.000336397 0.000373934 -0.000148605 -0.00110761 9.77832e-05 -0.000337616 3.23326e-05 0.000639953 -0.000859402 -0.000664615 0.000141768 -0.000226442 -0.00145563 0.000318894 -0.000848316
internal_weight=313.705 303.972 9.73332 4.2854 3.26678 5.44792 2.84594 2.31747 2.0663 1.3602 301.98 274.969 28.8201 10.2312 18.5888 13.8641 7.61085 4.34477 2.24781 246.149 13.7204 7.95662 4.25072 1.69006 3.70591 11.7386 6.36361 1.95562 4.40798 5.76374
internal_count=4633 3682 951 716 570 235 568 496 492 209 3667 2984 352 123 229 208 100 90 56 2632 209 127 78 54 49 191 143 55 88 82
is_linear=0
shrinkage=0.00196078


Tree=879
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 0 2 2 0 1 2 2 2 0 1 1 1 1 1 1 0 0 0 0 2 2 1 1 1 1
split_gain=0.0817848 0.405603 0.330955 0.189817 0.491114 0.423085 0.329039 0.54228 0.320708 0.267995 0.357843 0.167721 0.208771 0.194124 0.138588 0.641688 0.873276 0.453168 0.264933 0.43977 0.800367 1.15418 0.567023 0.511412 0.781579 1.33884 0.499543 0.407439 0.390127 1.19851
threshold=0.46551001470000003 0.56685428580000019 0.46280051495000007 0.59751205050000011 0.59930840395000018 0.58887458460000019 44.749265482150008 40.767054867700004 0.6310290111500001 0.47634801355000006 49.960114208400007 40.722669576350008 37.345948426100009 0.62376874945000005 0.4529056016000001 0.46097422230000007 0.45736654595000009 0.45420795785000007 0.44618424600000006 0.43837010870000009 0.56300709560000006 0.57559653900000007 0.57161462230000015 0.55688452445000014 40.300545846000013 41.11191809080001 0.43643902880000007 0.42209814075000007 0.43349001525000008 0.42926858475000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 14 5 -5 9 7 11 -8 -3 -11 12 13 -6 18 16 17 -16 19 22 -21 -22 23 28 -25 -26 27 -27 29 -1
right_child=1 3 -4 4 6 -7 8 -9 -10 10 -12 -13 -14 -15 15 -17 -18 -19 -20 20 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.0013868631864511806 -0.11040567887655457 0.045375552917661585 0.044395331438056893 0.11723002525386035 0.094467488482581574 -0.10696083031433404 0.053213674635652623 -0.10543246700580029 -0.010887217768032795 -0.10646711659061033 0.0080168280652179909 0.10224915982320898 -0.10173495315552894 -0.10226563551443178 -0.015398879495857621 -0.11049931302571354 0.044030186509868813 -0.11343996085377291 0.016006202039983455 0.014880761782449846 -0.13015978857471489 0.01642124842573929 0.060538299770385419 -0.094503526164819163 0.071359483067124987 -0.022142020135904751 -0.013715604262747504 -0.13401707349834044 0.039754860770380762 -0.081755355644458058
leaf_weight=236.80158456487652 0.37903704401108385 0.67071189241869467 1.7399392805527885 0.37285288669045247 0.19426989163730446 0.52292054230201745 1.3045672895095779 0.68952577982418006 1.9430101497855501 0.4302559588572874 0.74712627491680905 0.18910405412316322 0.15849378289749438 0.067612197771126148 1.4881606377894052 0.62694646186719172 2.0895923104822032 0.69007829408292298 11.192893475552408 1.9655169528778049 1.3646414193208332 0.8859007729033691 1.5802442888380017 1.361939244205131 1.4730231761932371 0.54028748522978298 2.4066900406032801 0.81899326574057341 2.595947321260609 1.7465911171748292
leaf_count=2932 13 58 15 7 29 57 45 258 127 29 49 2 127 150 26 86 47 46 135 20 34 39 48 52 6 35 18 17 69 57
internal_value=0.00063442 -0.00954918 0.000922231 -0.00430556 0.00689655 -0.027548 -0.00215159 -0.0446874 0.0148624 -0.00507799 -0.0338195 0.0240355 -0.0111485 0.0436753 0.000641695 -0.0160315 -0.0021541 -0.0464588 0.000949972 0.000285296 -0.0317418 -0.0724598 0.000826871 0.000446001 -0.0270152 -0.00947074 -0.0410867 -0.0895489 0.00119771 0.000778116
internal_weight=279.038 7.66949 271.369 7.29045 4.91944 2.37101 4.54658 1.29901 3.24758 1.84809 1.17738 0.60948 0.420376 0.261882 269.629 4.89478 4.26783 2.17824 264.734 253.541 4.21606 2.25054 249.325 247.745 6.60093 5.23899 3.76597 1.35928 241.144 238.548
internal_count=4633 951 3682 938 745 193 738 566 172 136 78 308 306 179 3667 205 119 72 3462 3327 93 73 3234 3186 128 76 70 52 3058 2989
is_linear=0
shrinkage=0.1


Tree=880
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 0 0 2 1 1 0 1 1 1 1 2 1 1 1 0 1 2 1 2 2 2 2 1 0 2
split_gain=0.0787566 0.204337 0.0914843 0.16285 0.119418 0.115147 0.32084 0.254373 0.354269 0.194937 0.121968 0.146622 0.15135 0.0897915 0.731353 0.697435 0.552063 0.260446 1.07493 1.01706 0.763391 0.599624 0.596713 0.620391 1.49121 0.442741 0.656018 0.524896 0.319949 1.36588
threshold=0.39587138110000003 0.3733870243500001 34.823977857500005 34.214889417600013 0.50947576420000018 0.49877249185000011 0.51484985480000012 33.361153777850006 0.38906020780000011 0.34007963835000005 0.54413041525000005 0.43540612555000008 0.43643902880000007 0.35585760905000008 0.35210023650000005 41.873095646600007 0.35696536035000009 0.36880632320000012 0.37227927305000003 0.50101793360000013 0.37407562650000009 36.859113051050009 0.3584174126500001 38.911218973650008 42.123054668150012 42.154118731400011 48.109449608500007 0.36166581840000006 0.5132031975000001 47.079243513300007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 9 -7 8 -8 -2 -10 -12 -13 14 -4 -16 -15 19 -19 22 -20 -21 -18 -24 -25 -26 27 -27 29 -22
right_child=2 -3 13 4 -6 6 7 -9 10 -11 11 12 -14 16 15 -17 17 18 20 21 28 -23 23 24 25 26 -28 -29 -30 -31
leaf_value=0.011567827641591703 0.015005605825276958 -0.10795316230785959 0.0012749623322881646 0.082653919108338358 0.017017293588057057 0.076031847304193378 -0.073878274442248773 -0.11789894325650314 0.089769973661910155 -0.10938571358575869 -0.10884551280783145 0.10352972440830122 -0.1037570477952359 -0.066724451623414227 0.10305414643543181 0.0003881467491699274 0.058571799734395295 0.042580956187211104 -0.068226216217170968 -0.016359832282083438 -0.047517204952893133 -0.089896545629718022 0.010250148638348762 -0.12099514653557152 0.10522435752478282 0.044404823512117213 0.06589944261566448 -0.11419590819882597 0.00095102932376718184 0.071320160471456853
leaf_weight=0.36188946641050179 0.28392748770423271 0.23653149843084975 125.38308710293495 0.53061606711707987 0.58036892844029353 0.56173362908884872 0.35817578621208646 0.20214861034003206 0.35180698428303003 0.22647426792264014 0.084420614351984113 0.13707590522244573 0.047405751634727267 1.2766773672774423 1.3941186757292592 1.2594523541629312 1.6378264410886938 5.891589182894676 1.673575673252343 2.1977708861231795 4.6761180829198556 2.2379709776723757 7.3055177559144777 1.3941165270807689 0.41612894833087954 0.30710728350095429 0.66525151673704386 0.65102649537584512 114.40598471229396 1.2193931334186343
leaf_count=18 31 170 1270 19 34 10 10 35 5 38 16 2 149 13 28 16 23 46 33 10 110 39 40 33 3 67 5 28 2319 13
internal_value=0.000564688 -0.035674 0.000642876 0.0170331 0.0483659 0.00158365 0.0138176 -0.0157734 0.0053165 -0.040189 0.0510153 0.000312176 0.0502638 0.000441632 0.00237445 0.0543262 -0.00125389 -0.000676169 0.000862324 -0.012377 -0.00115275 -0.0534614 0.00234717 -0.00622764 -0.0412864 0.0131988 -0.0103905 -0.0633602 -0.000219659 -0.0229376
internal_weight=277.955 0.598421 277.357 3.36415 1.11098 2.25317 1.74277 1.18103 0.978885 0.510402 0.620709 0.268902 0.184482 273.993 128.037 2.65357 145.956 144.679 127.867 16.8127 121.975 4.43574 12.377 10.7391 3.43363 2.03951 1.62339 0.958134 120.301 5.89551
internal_count=4633 188 4445 349 53 296 227 217 182 69 172 167 151 4096 1314 44 2782 2769 2521 248 2475 49 199 176 136 103 100 95 2442 123
is_linear=0
shrinkage=0.1


Tree=881
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 2 1 1 2 2 1 0 0 2 0 2 1 2 2 2 1 0 1 0 0 0 0 0 0
split_gain=0.304011 1.8166 2.53699 1.25506 1.00805 0.867203 0.545492 0.811554 0.776156 0.539282 1.36539 1.29901 0.840231 0.824615 0.591181 2.50159 1.0729 0.499374 1.9351 1.72257 0.992472 0.824314 0.738017 0.615232 1.746 2.09479 0.767234 0.976177 0.959749 0.863398
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5054040298000001 0.37407562650000009 0.5116313883000001 35.771221912400001 0.36476452800000009 0.36476452800000009 42.243697547450004 42.431220712750012 0.34626208795000007 0.48588365620000007 0.48368312325000012 41.444941515100005 0.48911709230000006 38.474425342400004 0.34569324270000007 40.767054867700004 41.873095646600007 42.055256506450007 0.34554354660000003 0.48119816770000007 0.34515433670000012 0.48185683060000012 0.47976108500000009 0.47943175355000006 0.47774018740000007 0.47721625100000004 0.47642286160000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -2 -5 8 9 -1 12 11 -11 13 17 15 -14 -17 19 -19 21 -21 23 -20 24 25 26 27 28 29 -8
right_child=4 3 -4 5 -6 -7 7 -9 -10 10 -12 -13 14 -15 -16 16 -18 18 22 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=8.2241046654972882e-05 -0.001342526187631161 0.0015284952445835094 -0.0022157474756121015 0.00082606783535461696 5.6265663711004448e-05 -0.00068539337849108327 0.00016363721546840877 -0.00070451187809190529 0.0017062222904052277 -0.0025396107349126241 5.4097911081452822e-05 7.0930071981736327e-05 0.0020144774995792996 -0.00061758663691102549 0.00011174692375029861 0.0011974255674698669 -0.00060426521923524724 -0.00073303103703449926 0.0013890656406321091 -0.0027445135059280413 -0.00050589098103670993 -0.00052605366406748217 0.00042376336545533626 0.0005709204570398008 0.0013935338385159988 -0.0017301529342017049 0.0010384999501706535 -0.0009129735962341909 0.0009830987053970426 -0.001170413773688444
leaf_weight=2.5782564539085788 2.0089445188641539 5.9852658882737142 1.7940262871416042 3.9995505278930068 141.30987664930308 2.2979728515492752 9.4581156998756502 4.5706375911831847 2.016373373568058 1.5672214556543616 51.53493246231119 1.3764979150146244 4.4812497906386835 5.1197951436042777 5.2151811942458144 1.9826535359024999 3.5390229038894176 3.7310004571336313 5.7784676904557255 1.1200486215966514 2.3778859906597063 5.4092570170760146 6.4374223873019218 17.679770878632553 3.5605942979454985 2.6281718611717215 3.0224409177899352 3.8186123967170706 4.2970686405897132 2.3233876191079608
leaf_count=140 33 42 22 21 2697 40 256 28 15 41 713 7 36 34 30 16 44 43 56 32 29 26 23 96 13 16 14 40 16 14
internal_value=0.000103152 0.000159308 0.00010264 0.000885575 3.66584e-05 0.000274534 0.000129366 0.000109118 0.000794932 0.00013451 -2.00916e-05 -0.00131891 0.000226078 0.000142636 0.000646975 0.000926024 4.26631e-05 0.000196964 0.000502899 0.000109367 -0.0012227 0.000198634 0.000880379 0.000282416 0.000107186 -7.20927e-05 0.000118036 -2.17857e-05 0.000189869 -9.94462e-05
internal_weight=313.02 169.701 157.418 12.2828 143.319 6.29752 155.624 151.029 4.59463 146.459 54.4787 2.94372 91.9801 76.762 15.2181 10.0029 5.52168 71.6422 15.9469 55.6954 3.49793 52.1974 12.2159 46.7882 29.1084 25.5478 22.9196 19.8972 16.0786 11.7815
internal_count=4633 1903 1800 103 2730 61 1778 1623 155 1595 761 48 834 708 126 96 60 674 122 552 61 491 79 465 369 356 340 326 286 270
is_linear=0
shrinkage=0.00196078


Tree=882
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 2 2 2 0 0 0 1 0 0 0 0 2 2 0 0 0 1 1 1 1 0 0 0 1 0
split_gain=0.306123 0.674153 0.510935 0.647927 0.415907 0.456309 0.350753 1.03737 0.739881 1.89379 1.30709 1.28548 1.00857 0.914316 1.36326 1.13541 0.915791 0.721303 1.95582 0.46567 1.32596 1.31278 1.24088 0.981298 0.890798 0.889989 0.811795 0.600928 1.59099 0.913535
threshold=42.081757894750005 42.027798546600003 0.57927906350000014 0.47447681205000009 0.47941678395000004 37.345948426100009 42.982930821650008 42.783136484500005 0.47709649410000005 0.48104847160000008 0.48320409570000006 0.34545372890000009 0.48265022005000008 0.56579144335000009 0.52507409960000018 0.49588335680000006 42.546237522150008 42.546237522150008 0.47449178170000011 0.55788748840000013 0.54191491270000014 0.41861022125000008 0.44844465735000011 0.42473279245000012 0.41347564445000012 0.54353163080000011 0.58984760935000013 0.51657136015000005 0.38334181610000007 0.4995209724000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 11 12 -10 -11 14 15 -12 -16 18 -2 20 21 24 26 25 27 -22 -21 29 -29 -8
right_child=6 -3 3 4 5 -7 19 -9 9 10 13 -13 -14 -15 16 -17 -18 -19 -20 22 23 -23 -24 -25 -26 -27 -28 28 -30 -31
leaf_value=0.00013785078075610773 0.0011511655924936475 0.00083000977065364706 -0.0020204733996117552 0.0014383108203397084 0.00092599655872999522 -0.0020733347104478442 8.0148041513762662e-05 -0.00086927886380833055 -0.00041006329575031108 0.00019960226609905713 -0.00041630496170767095 -0.002422951461655283 0.0020807554780354594 0.00064562704221565953 -0.00057002041202876947 0.00085878164974932929 -0.0022339217046972678 0.0014262969067733082 -0.0022736800474624438 -0.0022067250796953025 0.0015014477531520931 -0.0017056023343942988 4.7960928637910304e-05 0.0021362563381291545 0.001573225015674095 -0.00096338860095134752 0.00066894966374805517 -0.0025875205639090157 -4.536130949970784e-05 0.00093511489507018509
leaf_weight=195.86293632978777 1.8998188052573817 5.3883053821045896 0.96079758491668998 0.5307398865043067 0.33864703210241487 0.45979931043621036 36.453466016992024 6.102657387207727 3.0840728622861233 2.3586656078696278 6.5243071615696007 2.0179065940901637 2.0465042293071747 4.986603998571808 4.5910517689771941 4.5625549703836441 1.7590012513101099 2.5676165110198781 0.96756472811102856 1.7182251318590709 1.1518095582723611 1.5164551019697672 10.204505598419926 2.2038099665660411 1.6268970046658058 1.1021146545535883 0.48366100038401771 1.0964047375600765 6.9227814642363228 5.5344084876123807
leaf_count=1937 35 36 180 14 186 222 512 92 30 10 36 36 57 89 58 31 28 24 26 89 6 107 445 14 20 42 13 37 166 55
internal_value=0.000100197 0.000145693 0.000127085 -0.00079373 9.30171e-05 -0.000801221 1.8597e-05 -0.000119751 2.66371e-06 -0.00011117 9.70688e-05 -0.00120619 0.00107353 -9.47595e-05 -0.000306495 0.000108429 -0.00103093 0.000671436 -4.50814e-06 0.00010449 0.000178699 9.25485e-05 -0.000240093 0.00120589 0.000145359 0.000296202 -0.00157506 9.89057e-05 -0.000392932 0.000192841
internal_weight=317.024 203.541 198.153 2.28998 1.32919 0.798446 113.483 43.4683 37.3657 31.9307 26.8287 5.10198 4.40517 22.4235 17.4369 11.0869 6.35005 5.435 2.86738 70.0145 57.6081 53.1504 12.4064 4.45773 51.634 2.25392 2.20189 50.0071 8.01919 41.9879
internal_count=4633 2575 2539 602 422 408 2058 552 460 375 309 66 67 242 153 67 86 85 61 1506 959 897 547 62 790 48 102 770 203 567
is_linear=0
shrinkage=0.00196078


Tree=883
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 1 2 2 2 2 2 0 0 2 2 0 0 1 1 0 0 2 1 2 2 0 2 1 2 0
split_gain=0.369156 1.41712 0.933179 0.746211 1.14292 0.687439 0.631593 1.08417 1.26476 0.662636 0.570937 0.90343 0.490537 0.682353 1.026 0.954314 0.719021 0.639529 1.36097 0.4503 0.857887 0.421218 0.527845 0.39847 0.730046 0.935876 0.396224 1.31077 0.799345 0.526514
threshold=0.39563186730000005 0.39995808510000008 0.5218855723000001 0.39431454150000006 0.39170982905000007 0.39394030120000006 36.558960102350007 43.61821939175001 43.663128814500006 49.960114208400007 37.232443001650005 0.52366695610000014 0.54504356155000011 40.636252116050009 40.00488309970001 0.54284302865000023 0.53938504835000012 0.41917906650000009 0.40651477500000005 0.47721625100000004 0.47709649410000005 34.424709467050008 0.46280051495000007 44.578137159850009 45.321989007550009 0.53146612375000013 38.396531328800009 0.44765126795000004 38.474425342400004 0.5641597557000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 19 -6 -4 -8 -9 -10 21 -12 13 14 -13 16 23 18 -14 20 -1 -3 -23 -15 -25 -26 27 -19 -28 -29
right_child=1 10 6 -5 5 -7 7 8 9 -11 11 12 17 15 -16 -17 -18 26 -20 -21 -22 22 -24 24 25 -27 28 29 -30 -31
leaf_value=3.2814066783938149e-05 0.0013149330852408204 8.5753069676315638e-05 0.00022613777150465501 0.00092000304433956996 -0.0020776701209962441 0.00012183373107492169 -0.002188345938268547 0.0022940340607280562 -0.002204878922216122 0.0010767714307615872 -0.0020905994141354558 0.00030640925232406393 0.0012994251134967017 0.00073921120484297768 -0.000823332274000625 0.001263541937932805 -0.00054863103580147458 -0.0024341350487109216 -0.0022690540378492983 0.00019294116301822283 -0.0011917313878871696 -0.0022722565715501421 0.00070119854644402012 -0.0023160147586415015 -0.0020162812790093486 0.0011744211700463075 0.0020638188884745095 0.0011891713396705087 4.6116926808629202e-05 -0.00094948150509809189
leaf_weight=36.567174802599766 0.66226249001920123 0.97225504462812695 1.0544419307261703 4.7521736978087565 1.4283646330586628 0.8846891775028779 2.90552684571594 0.53012053854763497 0.89315701043233253 0.32179715018719435 0.72167298024578386 11.08530973177403 0.6045335850212713 7.8031130710151064 4.2854585498571387 5.1906671039760104 3.1354468613862982 1.0366545134456822 1.2828896568971684 170.41557009331882 2.3403582200407973 1.0343828302211475 0.2949911365230945 0.48796040611341629 0.47153447948221572 1.4110995522933079 0.76703691994771261 1.0934205651283262 47.641613565549051 0.74353090396834876
leaf_count=956 5 217 13 35 91 16 110 2 101 8 66 54 16 39 22 34 21 40 42 1230 17 86 86 11 71 14 7 4 1154 65
internal_value=0.000106628 5.72705e-06 -0.000888241 0.000151594 0.00013434 -0.00123641 -0.00114399 -0.00145465 -0.000233048 -0.00133569 6.89287e-05 9.42109e-05 0.000112326 0.000296753 -8.56918e-06 0.000550434 0.000272316 -5.15992e-06 -0.00112609 0.000149487 -4.08445e-05 -0.000895089 -0.00161244 0.000525325 -0.000178708 0.000375261 3.60953e-05 -0.000671303 7.80875e-05 0.000323523
internal_weight=312.819 96.4309 6.36731 216.388 211.636 2.31305 5.70504 4.6506 1.74507 1.21495 90.0636 87.7619 87.0403 33.8706 15.3708 18.4998 13.3092 53.1697 1.88742 209.323 38.9075 2.30163 1.32937 10.1737 2.37059 1.88263 51.2823 2.87361 48.4087 1.83695
internal_count=4633 2288 239 2345 2310 107 234 221 111 109 2049 1660 1594 266 76 190 156 1328 58 2203 973 389 172 135 96 85 1270 109 1161 69
is_linear=0
shrinkage=0.00196078


Tree=884
num_leaves=31
num_cat=0
split_feature=2 0 1 2 2 2 1 1 2 0 2 0 1 1 1 1 0 2 1 2 2 2 2 0 2 1 0 2 0 1
split_gain=0.440313 0.781599 0.614794 0.426484 1.2671 0.717105 0.940449 1.70889 1.97915 1.58854 0.899767 0.897088 1.38212 1.81384 2.1649 1.95011 1.14173 1.12193 0.984928 0.881599 0.747071 2.02174 0.769794 0.896913 1.08086 0.75329 0.744095 0.676723 0.673147 0.628968
threshold=42.243697547450004 0.57927906350000014 0.47447681205000009 40.300545846000013 40.467253020850002 40.767054867700004 0.34569324270000007 0.34545372890000009 41.289992964000007 0.48119816770000007 40.890797847750008 0.5619592227500001 0.41917906650000009 0.3584174126500001 0.40651477500000005 0.39431454150000006 0.5054040298000001 41.257948413050009 0.42307116555000007 41.037275035300006 41.873095646600007 42.081757894750005 41.741384785950011 0.47721625100000004 41.444941515100005 0.32636747405000005 0.54504356155000011 41.559097512700014 0.48032993025000009 0.40115565405000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 29 26 7 19 -9 -8 -11 12 13 27 15 16 -15 -18 -14 -7 22 -22 23 25 28 -21 -6 -12 -25 -5
right_child=-2 2 -4 4 5 6 9 8 -10 10 11 -13 18 14 -16 -17 17 -19 -20 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=8.531250018531828e-05 7.0145784235798084e-06 -0.0020249855820664558 -0.00010757273280704042 0.001341231846227771 1.1973439798168924e-05 -0.00084551542734850958 0.0013892132225742551 0.00018330819292493346 -0.0020284016624751568 0.0010459761002020692 0.0010632083301074309 -0.00081695103493869235 0.0017336411530344815 -1.9082053588367689e-05 -0.0026549140969485702 0.00074029653999062902 -0.00049780709800566398 -0.0031067970952684699 0.00042241457069348045 0.00078025641884286632 -0.002243998619047163 0.00065624036335559799 0.0013768252971673404 0.00037317496178718092 -0.00022784089163398579 -0.00117721436876897 -0.0011422845178258021 0.00015354375847207157 0.0014322770536616654 0.00026583192592445214
leaf_weight=103.70922869997048 109.75577974700172 1.0926492628768749 1.5620300859006873 5.9036713261739333 9.8400204535573703 2.6742765894814537 5.9354673501802599 3.1296465620398513 3.0927566718310118 5.4709609760902813 5.3804046288132685 3.0935629550367585 3.5859219506382924 2.1718672141432744 1.608727317303418 4.4652245864272118 1.1380789168179037 1.4298630014527587 5.7087733023799956 1.1044152638642217 1.4884885320061578 2.4371487646785681 3.1810413305938701 4.3359975973144156 4.5774660110473624 2.3948016290087253 2.7466021683067074 7.5649903826415539 4.9312200248241425 3.2377116186544299
leaf_count=1142 1990 181 436 40 145 20 59 13 29 32 33 35 24 20 24 38 7 51 31 31 35 22 19 20 25 33 24 32 27 15
internal_value=0.000107578 0.00016039 -0.000896768 0.000173991 0.000263603 0.000195474 0.00026321 1.07559e-05 -0.000915991 0.000440245 0.000304906 0.000192744 0.000287243 3.64627e-05 -0.000556303 -0.000189537 -0.0010655 -0.00195053 0.00092829 0.00022335 0.000340257 -0.000443447 0.00049015 0.000327525 0.000551694 -0.000559402 -0.000239904 0.000531621 0.000936738 0.000960345
internal_weight=318.749 208.993 2.65468 206.338 102.629 93.4877 80.9011 33.3473 6.2224 47.5538 41.6184 36.1474 33.0539 23.7592 10.8138 9.20503 4.73981 2.56794 9.2947 27.1249 24.4506 3.92564 20.5249 17.3439 13.8447 3.49922 12.5866 12.9454 9.26722 9.14138
internal_count=4633 2643 617 2026 884 829 660 274 42 386 327 295 260 205 140 116 78 58 55 232 212 57 155 136 72 64 169 65 47 55
is_linear=0
shrinkage=0.00196078


Tree=885
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 0 0 2 1 0 2 1 2 0 0 2 1 1 0 2 2 2 1 2 0 2 0 1 0 1
split_gain=0.363436 1.26355 2.09744 1.76774 0.823416 0.819291 1.81023 2.54937 1.19767 1.78873 0.73872 1.75724 0.687669 0.65083 1.48001 1.4285 1.36231 1.12545 0.932252 1.13821 0.835084 1.52928 0.657636 0.654522 1.69097 1.27317 1.75096 1.86485 1.4166 1.15799
threshold=0.37227927305000003 0.50291907430000016 0.50101793360000013 0.5116313883000001 41.600558339100012 0.5116313883000001 0.50291907430000016 48.109449608500007 0.37644082515000005 0.49688632075000011 38.621016321050007 0.36265381275000008 38.983591653800012 0.48458129995000004 0.48368312325000012 41.444941515100005 0.34900152690000003 0.34554354660000003 0.48265022005000008 42.546237522150008 42.527280425250005 43.219899330700009 0.34548366815000003 41.976795488650005 0.48149755995000004 40.165165956550005 0.47697673720000006 0.32467590790000006 0.47604862130000009 0.34548366815000003
decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 8 -8 -2 -10 -1 12 -12 14 18 16 -15 -17 23 -20 -19 -22 -16 25 -25 28 27 -27 -14 -29
right_child=5 3 -4 -5 -6 -7 7 -9 9 -11 11 -13 13 15 22 17 -18 20 19 -21 21 -23 -24 24 -26 26 -28 29 -30 -31
leaf_value=0.00052812559336859845 0.0017877273983747243 0.00065965297038469203 -0.0018974834284179239 -0.00071382645762717572 0.0018151171948519757 7.9016168763824371e-05 -0.0023822082163256508 0.0012424252068394621 -0.0024054723922198691 0.0012242046412941905 -0.00099811495547116598 -0.0016108761343008966 0.00081082060960189605 0.0015935293450068148 -0.00019575848123264713 -0.00085209958064833642 -0.00015093369950624417 0.00089448202298793582 0.00024809432835103026 0.0015751143643266789 -0.00083330886239141788 0.00079934839226272791 -0.0016411802852802299 -2.5036536720293469e-05 -0.0019326969713119788 0.00079971118069578075 0.00052961265125136907 -0.0024204117712389455 -0.00075409137947647425 -9.4777097180875317e-05
leaf_weight=18.239132654642162 1.4727624431252473 5.4171967664733511 1.9347094334661949 2.4048574210610232 4.2170596793293953 135.12737564096187 3.0209005405195057 0.99070980586111534 1.0052290170569906 1.0858727928716687 2.0247630011290303 2.2473386219935483 2.9830034881597376 6.0269752480089682 2.2578959912061682 3.6551486179232624 2.4090771935880184 6.4638552777469149 8.0057806670665723 3.6035377681255332 4.5005139820277673 4.3259528093039989 2.6080956682562828 41.59942665104245 1.8666250780224789 2.1288186015372039 36.820783892646432 2.1492745950818066 8.7400642093270999 1.3341138700488953
leaf_count=312 7 32 21 40 31 2586 67 9 37 24 17 27 27 45 10 26 28 27 31 63 27 19 30 640 12 49 190 125 53 21
internal_value=0.000117555 0.000176666 0.000132162 0.000790031 0.00116542 4.38386e-05 -0.00058364 -0.00148707 0.000433287 -0.000520644 0.000156107 0.000109553 0.000136496 0.000152734 8.75847e-05 0.000424207 0.00109536 0.000125353 0.000134719 0.000660002 0.000359013 -3.31248e-05 -0.000970482 7.22517e-05 -0.00010696 0.000216088 0.00037411 -0.000646115 -0.00035589 -0.00152971
internal_weight=320.667 177.964 165.925 12.0391 9.63426 142.703 7.57547 4.01161 3.56386 2.0911 163.99 145.751 143.504 141.479 114.097 27.3815 8.43605 18.9455 109.231 11.6093 15.2903 8.82647 4.86599 97.6221 43.4661 54.1561 42.433 5.61221 11.7231 3.48339
internal_count=4633 1903 1800 103 63 2730 144 76 68 61 1779 1467 1440 1423 1251 172 73 99 1211 94 73 46 40 1117 652 465 385 195 80 146
is_linear=0
shrinkage=0.00196078


Tree=886
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 2 2 2 1 1 1 0 2 1 1 1 1 1 0 0 1 2 2 1 2 1 0 0 0 0
split_gain=0.34652 1.66623 2.72325 2.0217 0.834708 0.70536 0.559617 1.56267 1.47436 0.511929 0.924547 1.49775 1.3995 1.57945 0.879841 0.809516 1.37999 1.13316 0.696735 0.654836 0.63056 1.61972 0.929467 0.837815 0.714189 0.596412 1.64852 2.321 0.834106 1.4515
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.37407562650000009 41.600558339100012 42.243697547450004 42.431220712750012 0.34626208795000007 0.36551300860000008 0.3584174126500001 0.49194634890000005 35.771221912400001 0.36476452800000009 0.35027394390000005 0.3465914194000001 0.34626208795000007 0.35331277505000008 0.48654231910000006 0.48368312325000012 0.34569324270000007 41.873095646600007 41.681597818500002 0.34554354660000003 42.081757894750005 0.34515433670000012 0.48185683060000012 0.47976108500000009 0.47943175355000006 0.47774018740000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -2 -3 9 8 -8 10 11 15 -12 -14 -13 16 18 -17 19 20 21 23 -22 25 -23 26 27 28 29 -1
right_child=4 3 -4 -5 -6 -7 7 -9 -10 -11 12 14 13 -15 -16 17 -18 -19 -20 -21 22 24 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00024629654388005819 -0.0012230578999241628 0.00078612681156219164 -0.0023357289365578014 -0.00079671345985020522 5.3950695820112063e-05 0.0018387522831592844 -0.00265007342614847 6.0888707294443687e-05 0.00010082811627519624 0.0010561859757456276 0.00092613894971753808 0.00037575816256737689 -0.00015556845505371408 -0.0022957757464272676 0.0020586582964481756 -0.0016827603122698759 0.0016699733022174697 0.00028564085163407986 0.001064937036945196 -0.00045364660524286666 0.00010081596010179546 -0.00214306539918439 0.0011768717249676136 -0.00051861888456494396 -0.00036479155457421131 0.00057870140601402561 0.001383019641275157 -0.001789327182689141 0.0011061701594458156 -0.0010757491668025099
leaf_weight=18.590836905970733 1.9965334385633458 5.5881012510508281 1.7260173404356454 2.289016696275211 137.29269655287385 4.3548646699637175 1.6352494331367773 52.734157667830004 1.3821931155398486 2.7806287216953924 2.0873490896774447 2.1315883547067633 3.564415784785524 2.1107973158359528 2.716567125171423 2.058209416572935 2.5269791558384886 2.4783274330839049 3.4156799875199786 6.1528645157814017 6.4529399499297124 1.575975111278239 5.9152326136827469 5.4557005465030661 1.9337416999187551 17.761746632933864 3.5809812098741522 2.6136668771505347 3.087849222123622 3.8549738219007841
leaf_count=384 33 32 22 40 2697 31 41 718 7 14 25 13 41 15 34 27 19 40 23 43 27 36 38 26 25 99 13 16 14 40
internal_value=0.000108396 0.00016712 0.0001139 0.000864683 3.56464e-05 0.00124716 0.000140559 -1.76363e-05 -0.00138997 0.000226314 0.000203253 0.00025791 -0.000446663 -0.000951582 0.00131874 0.000199102 0.000243227 -0.000607415 0.00019838 0.000159928 0.000213233 0.00012813 0.000615453 0.000210621 -0.00116329 0.000291011 0.00012996 -2.94573e-05 0.000150686 1.92407e-05
internal_weight=311.846 172.557 160.325 12.232 139.289 9.94297 158.599 55.7516 3.01744 102.847 100.066 92.3039 7.76256 5.67521 4.84816 87.4557 82.9192 4.53654 80.3922 76.9765 70.8236 58.4555 12.3682 54.9458 3.50972 49.4901 31.7283 28.1473 25.5337 22.4458
internal_count=4633 1903 1800 103 2730 63 1778 766 48 1012 998 917 81 56 47 870 803 67 784 761 718 653 65 592 61 566 467 454 438 424
is_linear=0
shrinkage=0.00196078


Tree=887
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 0 0 0 1 2 0 1 1 2 0 1 2 2 0 0 1 2 0 0 0 2 1 1 2 2
split_gain=0.0842044 0.698137 0.338115 0.244312 0.711105 1.10786 1.29555 0.680842 0.633681 0.565199 0.268341 0.254431 1.08339 0.914126 0.395331 0.714969 1.91852 4.02789 0.714652 0.65601 0.738511 1.59241 1.06291 1.04995 0.43388 0.504861 0.250182 0.243081 1.09296 0.909715
threshold=0.47721625100000004 0.47709649410000005 0.47757552170000012 0.34512439750000007 0.48119816770000007 0.47976108500000009 0.47943175355000006 0.48368312325000012 0.34527409360000011 41.489621506400006 0.47811442770000007 0.34542378970000004 0.34545372890000009 42.027798546600003 0.47905751325000007 0.34569324270000007 41.184662530950007 42.477827694800006 0.47976108500000009 0.48104847160000008 0.3459626957000001 41.741384785950011 0.48185683060000012 0.48271009850000007 0.47868327295000007 42.154118731400011 0.3447651268000001 0.36042334060000009 41.319407281650008 43.118479346150004
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -6 9 -5 -4 13 -13 -10 24 16 -16 -18 -17 -20 21 -21 -22 -23 25 -14 -12 28 -24 -30
right_child=2 -3 3 8 7 -7 -8 -9 11 -11 26 12 14 -15 15 18 17 -19 19 20 22 23 27 -25 -26 -27 -28 -29 29 -31
leaf_value=0.0001619133250905109 0.02490194882100788 -0.057872652295713436 -0.01704207787942106 0.057591544270535915 0.031899745210135465 -0.084524650021127801 0.047794486960938402 -0.020250913900778433 0.0070643482983274598 0.0067256799797353328 -0.092432792162336144 0.086326479742146189 0.036988236626227404 -0.060086005379624545 0.024845270554715332 0.059113256230993963 -0.17052944450083019 0.0021238040557826025 -0.043706904147994607 -0.011975480906744274 -0.0948390537680944 0.11316034144491419 0.044718074049024344 0.02361263795460131 0.055968416062992743 -0.036015569667286515 -0.029733936088317828 -0.00067587622784265626 -0.019865837355905133 0.028518513192294717
leaf_weight=31.858013754207121 6.1193008385598651 2.217104408890008 3.2849831562489289 3.7721085697412473 5.9234959043096733 2.5489948317408553 2.7055267989635468 4.3357431273907423 6.0711337476968747 5.1902007320895791 1.2413731483393351 1.5023092506453384 2.0712776146829124 3.0435578357428312 4.2886014431714994 2.1421508677303782 2.1815422791987658 3.550158740952611 3.2218485865741959 5.1149726212024671 1.1680831725243468 2.5092314481735229 6.6325339521281448 2.7381914705038071 2.7021607011556625 1.7456451714970169 1.3058981357607988 142.35346354243703 11.203759144991638 5.9494616712909183
leaf_count=963 38 17 19 20 26 16 13 28 36 32 15 22 15 28 17 29 27 25 23 24 10 60 78 11 14 30 25 2869 67 36
internal_value=0.00104544 -0.00361412 0.00168926 0.00109863 -0.00911385 -0.0266714 -0.00939902 0.00985992 0.00209335 0.0281344 -0.0359305 0.000982982 0.00172373 -0.0153584 0.00108687 0.000269005 -0.0257403 -0.0635897 0.0016929 0.00101292 0.00182387 0.0277298 0.000219349 0.0664329 0.025307 0.00360041 -0.0602893 0.000887681 0.0102453 -0.0030841
internal_weight=280.693 34.0751 246.618 240.498 21.346 11.0868 8.53778 10.2592 219.152 8.96231 5.83225 210.19 201.075 9.11469 199.573 193.054 10.0203 5.7317 183.034 180.892 177.67 10.3624 167.307 5.24742 6.51908 3.81692 2.54727 166.139 23.7858 17.1532
internal_count=4633 980 3653 3615 142 88 72 54 3473 52 59 3421 3357 64 3335 3276 69 52 3207 3178 3155 95 3060 71 59 45 40 3050 181 103
is_linear=0
shrinkage=0.1


Tree=888
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 0 0 2 0 0 2 2 0 0 1 0 0 2 2 0 2 2 1 1 1 2 2 0 1 1
split_gain=0.0816265 0.212508 0.343814 0.718504 0.43965 0.128831 0.266696 0.268178 0.242625 0.114935 0.128677 0.102313 0.092062 0.165408 0.0886737 0.508619 0.4283 0.364488 0.498464 0.422089 0.336809 0.422601 0.287783 0.273465 0.272697 0.15616 0.194231 0.178401 0.118807 0.610775
threshold=49.292797572200008 49.064150740050003 0.31118828780000007 0.39614083410000006 44.952171034750002 0.66718062335000017 0.58035687555000015 52.834037000700008 0.55688452445000014 0.3972336157500001 35.771221912400001 50.189067467950004 0.3972336157500001 0.47648274005000008 0.46551001470000003 0.59751205050000011 0.59930840395000018 44.749265482150008 40.767054867700004 0.66505493850000008 41.909642283050012 41.772405911750006 0.46280051495000007 0.46636328255000009 0.57854555250000017 40.722669576350008 37.345948426100009 0.62376874945000005 0.4529056016000001 0.46097422230000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 12 -5 -11 -10 -2 -14 22 20 -17 18 25 -19 21 23 28 -16 -21 26 27 -18 -4 -30
right_child=5 -3 14 9 -6 -7 7 -9 11 10 -12 -13 13 -15 15 16 17 19 -20 24 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10322652349390207 -0.012492005700163787 0.036314785932775588 0.00150758267811759 -0.1232218201323409 0.085003740724913346 0.04712939528947277 -0.10942025281553501 0.013612903420844896 0.075401198041800635 0.018712061279451186 -0.10223469940991481 0.0092703965836861742 0.024956032877897862 -0.10385108461502986 0.0021822781414852529 0.11551396905916839 0.091623833596301885 0.050289314157123489 -0.10498400417293181 -0.11011043866606041 -0.10696968934205518 0.10507067405820357 0.04220728852126656 -0.1062721329899087 0.016804280780310338 0.10058550736703774 -0.10161490069007571 -0.10209248423507584 -0.0010214120153233218 -0.10968970561503795
leaf_weight=0.16647213286341767 1.4685786669142542 1.7090849598753255 259.86205833898066 0.63864050060510613 0.48737360531231388 0.32562926143873472 0.54376887012040231 0.26278291229391471 0.39927916525630269 0.14874108508229256 0.21528521791333333 0.5650000418536365 0.14502639323472966 0.31895931823601131 0.48862722167541395 0.34774284210652728 0.18601415651937736 1.6261764332884925 0.64897887719962455 0.32302463316591445 0.72844422108755669 0.21857886877842247 1.724165986641309 0.44352242252534779 0.35575249008252285 0.17806186387315392 0.15074054825890926 0.063862067387788102 4.2110768593447565 0.58964186429511745
leaf_count=132 11 31 3074 12 13 40 87 22 12 4 44 37 5 100 13 7 29 29 258 27 39 2 15 98 19 2 127 150 109 85
internal_value=0.000955791 0.00116243 0.000943013 -0.0444769 0.0370794 -0.0131749 -0.0184773 -0.0693348 -0.00431731 -0.0976604 -0.0528159 0.0366532 -0.0247601 -0.0635903 0.00121948 -0.0110566 0.00962342 -0.000800222 -0.0448138 0.0226421 -0.0537593 -0.0200756 0.0014849 -0.049421 -0.0435934 0.0226662 -0.0119665 0.0421148 0.00121961 -0.0143685
internal_weight=279.541 275.512 273.803 1.65651 0.653846 4.02902 3.7034 0.806552 2.89684 1.00267 0.364026 0.964279 1.93256 0.463986 272.146 5.75953 3.88035 3.53261 1.22766 2.30495 1.87917 1.15073 266.387 0.93215 0.678777 0.578679 0.400617 0.249876 264.663 4.80072
internal_count=4633 4319 4288 205 145 314 274 109 165 60 48 49 116 105 4083 800 648 641 566 75 152 113 3283 111 46 308 306 179 3268 194
is_linear=0
shrinkage=0.1


Tree=889
num_leaves=31
num_cat=0
split_feature=0 0 2 2 0 0 1 1 2 2 0 2 0 2 2 0 0 1 1 0 2 1 1 1 0 1 2 2 0 2
split_gain=0.0786004 0.459359 0.618297 0.824807 0.416657 0.364678 0.248195 0.767995 0.832272 0.743955 0.423682 0.39081 1.49993 0.454648 0.433133 0.985841 0.453589 0.406012 1.12884 1.05278 0.685093 0.716487 0.369416 0.355889 0.941763 1.18702 0.491881 0.756715 0.490672 0.278592
threshold=0.47880302985000006 0.47787491390000009 40.518963363600001 41.257948413050009 0.47905751325000007 0.47736594710000008 0.34524415440000006 0.34536391125000004 42.720329370750001 44.749265482150008 0.47697673720000006 41.529896397300007 0.47642286160000008 41.909642283050012 39.955516828000007 0.41212837940000008 0.47396784530000008 0.34007963835000005 0.32012514595000008 0.47568935060000012 44.026978245600006 0.34503457980000002 0.35696536035000009 0.34269932035000011 0.46898296455000005 0.34007963835000005 39.476991512000005 37.345948426100009 0.4560492201000001 42.123054668150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -2 6 11 -8 10 -10 22 12 14 -13 16 -16 23 18 -15 -19 21 -21 -9 24 25 26 27 28 -1 -24
right_child=4 2 3 -5 -6 -7 7 8 9 -11 -12 13 -14 17 15 -17 -18 19 -20 20 -22 -23 29 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.015507465837266841 0.036189861585536685 0.0030401110762471417 -0.12646142405477548 -0.025535624773395427 0.001144947659657106 0.019825644026248642 -0.12363256776299672 -0.045252568687643303 -0.11148982527179502 0.0072412034859325727 0.046244301203076543 0.049971694734310533 -0.09966396756038573 0.0016311307329087148 0.095991181151301314 -0.085231152842445923 0.050726091843083777 0.05366019443337882 -0.11609140119320122 -0.1208673784490491 0.03140688995691461 0.0053391625223278829 -0.018512901853671972 -0.040835662991822841 0.1174004542509146 -0.1571863207699857 0.10653020340514396 -0.1129404782625167 0.10444474720895042 0.097406439630251487
leaf_weight=0.8784253297981508 3.4454550721566184 4.4394457638263685 1.0650051021948455 3.3784307087771595 221.03013334838326 8.7718233093619329 0.64409246849299862 1.4635796374832355 1.2274349022118261 0.92577856546267856 2.2211355939507484 2.4768670585181125 1.7136410512030114 7.6608623257006894 0.39009241588428256 1.302377988991793 2.1992455497384071 4.2377979559823862 0.9114496029797009 0.97747863689437531 1.3461336866021154 0.83330489136278629 0.42321575712412585 1.7104432377127521 0.71388965845108021 0.46513537399005134 0.49166104942560185 0.48928315314697091 0.55740988627076149 0.4064329257234931
leaf_count=103 18 29 24 48 3460 54 43 35 65 67 12 27 13 223 22 93 17 33 46 24 7 19 44 49 2 8 3 32 7 6
internal_value=0.000856866 -0.00255636 -0.0233546 -0.0497256 0.00168285 0.00150949 -0.00287225 -0.0193574 -0.00928439 -0.0604412 0.0151158 0.00123377 -0.0137672 0.0101085 0.00223589 -0.0434618 0.0125406 0.00392479 -0.0108857 0.0210938 -0.0226228 -0.0627884 -0.015034 -0.00328589 0.0145757 -0.0108954 0.0172599 -0.00553913 0.0310595 0.0382743
internal_weight=278.797 54.3219 8.88288 4.44344 224.476 45.439 36.6672 7.31167 6.66758 2.15321 4.51436 29.3555 10.9116 18.4439 9.19796 1.69247 7.50549 15.967 8.57231 7.39472 3.15692 1.81078 2.29323 5.30625 3.5958 2.88191 2.41678 1.92512 1.43584 0.829649
internal_count=4633 1155 101 72 3478 1054 1000 272 229 132 97 728 349 379 336 115 221 352 269 83 50 43 85 204 155 153 145 142 110 50
is_linear=0
shrinkage=0.1


Tree=890
num_leaves=31
num_cat=0
split_feature=0 0 1 0 2 2 1 1 1 2 1 1 1 2 2 0 1 1 0 0 1 0 2 2 0 2 1 2 2 2
split_gain=0.430513 1.15585 1.06898 0.523303 0.885731 1.62762 1.685 1.17245 2.18602 1.86981 0.473476 2.16574 0.930185 0.937902 1.58087 0.548055 1.86068 0.464596 0.741725 1.42202 1.37032 1.15803 0.924746 0.974659 0.87092 0.789374 1.3453 0.693713 0.647095 0.544042
threshold=0.52324780695000006 0.52290350590000012 0.37644082515000005 0.53146612375000013 44.279556297950009 43.968221017800005 0.3975479776000001 0.38976377950000002 0.39431454150000006 38.324118171300007 0.38906020780000011 0.39019789825000006 0.39078171310000004 40.300545846000013 42.686561923500008 0.5195503128500002 0.38334181610000007 0.37977904855000005 0.51017933595000009 0.50291907430000016 0.37043801085000005 0.5054040298000001 39.852039223600009 43.118479346150004 0.50101793360000013 38.621016321050007 0.36265381275000008 41.404176814550006 38.983591653800012 37.041406607950009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 4 5 6 7 -4 9 -9 15 -12 -13 -14 -15 16 17 18 19 24 27 -22 -20 -24 25 29 28 -21 -27 -1
right_child=2 -3 3 -5 -6 -7 -8 8 -10 -11 11 12 13 14 -16 -17 -18 -19 22 20 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.000206834213400735 -0.0023637571596987678 0.0015054758386016209 0.0010838585956371349 7.9762880163070668e-05 -0.0022401014224832567 0.0019816751424773333 -0.0021320294627880537 -9.7575017592150555e-05 0.0006193002054743831 -0.002329667074665912 -0.0016244353886118096 0.0010245487681098291 -0.0025921549180515945 0.0014513367742697548 -0.0022131349911542254 0.0008369086004600862 -0.0016375344715677689 0.00078361265341210192 0.00042219774202878279 0.00071746538198111181 0.0010993705610213989 -0.0010561311735186889 -0.0025726703823145381 -0.0002175760078132175 -0.0010337626938576358 -0.0010034176557332931 -0.0012455685366840538 0.0018192562818738366 0.00013700570765691773 0.00088815277105478427
leaf_weight=9.5421320055120322 0.7246060308534642 2.4271631733281529 2.4976038187742224 98.212113684933911 0.85504662269522747 1.222764857113362 1.8315289707388718 2.8935247305780631 4.4410575721412897 2.8780749540310353 3.105750651098786 3.6134279798716307 0.63151289115194265 1.2769578895531593 0.70113937057612918 4.5601627811556673 2.2149080950766793 4.6313003636896601 1.9135770611464966 4.6812763093039376 1.6450542286038392 2.2952560018748045 1.3108979007229211 1.394099152414128 2.4553705640137187 1.9404635848477472 2.82766534431721 4.1401375848799944 134.73930288611155 8.5376797815551964
leaf_count=234 18 18 9 2007 147 6 82 28 58 81 26 17 25 11 57 33 24 21 10 24 11 36 19 23 24 17 33 30 1423 81
internal_value=0.000105662 0.000160582 1.03313e-05 2.53122e-05 -0.000296459 -0.000191039 -0.000373735 -0.000120367 -0.000414872 -0.00121063 0.000144109 -0.000287107 0.000380318 -0.000511724 0.00015246 0.000165413 0.000148795 0.000170528 0.000154524 0.000175251 0.000805147 -0.000156223 -0.000620954 -0.0013589 0.000125023 0.000143078 9.31198e-05 0.00123457 0.000120815 0.000528568
internal_weight=316.142 200.585 115.556 114.832 16.6196 15.7646 14.5418 12.7103 10.2127 5.7716 198.158 9.32879 6.22304 2.60961 1.9781 188.829 184.269 182.054 177.423 172.804 12.7617 3.94031 4.61857 2.705 160.043 157.587 139.507 8.82141 136.68 18.0798
internal_count=4633 2197 2436 2418 411 264 258 176 167 109 2179 136 110 93 68 2043 2010 1986 1965 1913 101 47 52 42 1812 1788 1473 54 1440 315
is_linear=0
shrinkage=0.00196078


Tree=891
num_leaves=31
num_cat=0
split_feature=1 2 2 1 2 1 1 0 1 1 1 1 1 2 0 0 2 0 2 2 0 0 1 0 2 2 2 1 2 0
split_gain=0.0794578 0.380382 0.242171 0.15641 0.159521 1.19387 0.35231 0.25342 0.371969 0.429201 0.306676 0.156163 0.386285 1.15416 0.552364 0.273259 0.796925 0.311399 0.173841 0.146899 0.204115 0.131518 0.125245 0.183499 0.349306 0.0872351 0.979168 1.33069 0.448724 0.240221
threshold=0.31060447290000009 49.247968080500009 48.823707093150006 0.31100865245000009 48.96897326980001 0.36042334060000009 0.50491003265000012 0.5054040298000001 0.39670967935000007 0.40272746325000003 0.4529056016000001 0.32467590790000006 0.34007963835000005 37.572218886150004 0.4560492201000001 0.39672464895000009 48.823707093150006 0.43572048740000008 40.099856909850011 36.952388736350009 0.3733870243500001 0.44825005235000009 0.4995808509000001 0.58035687555000015 49.247968080500009 39.427119987250002 39.525197829750006 0.42209814075000007 39.262923716450011 0.46898296455000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 19 -2 11 -6 7 -7 -9 -10 -11 15 13 14 21 -5 17 18 -17 -1 -21 -13 23 -12 -25 28 27 -27 29 -14
right_child=3 -3 -4 4 5 6 -8 8 9 10 22 12 25 -15 -16 16 -18 -19 -20 20 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.10160625594991859 0.025076634133691163 -0.10660427408540724 0.1026419280462426 -0.012675745547707687 -0.13170526593296758 0.098670443080565523 -0.10191226917124606 -0.10369877985312177 0.094598425425052993 -0.10368968982681043 0.035053442226162183 0.0071122707708309273 -0.035566066848349225 -0.1155802110082149 0.10386275459462629 0.024105892556089262 0.1102943316895284 0.062321213698947157 -0.032154252736245503 0.016172990726969781 -0.10204702881984627 -0.11208716874396588 0.054442117556722847 0.027290199316364706 -0.11117143984789156 -0.11751522253722833 0.00084646438294159955 0.01802762129787781 0.035796315785381741 0.0030999990283141678
leaf_weight=0.089552979916333042 2.6661065510706967 0.38867796631529927 0.22115544229745865 2.0891879470582344 0.76449419785058026 0.32709317374974567 0.27893951779697079 0.28028234599332824 0.56744408572558347 0.26622846308964687 0.62943008507136233 0.17777112031671904 1.6545524255334658 1.0401537473662754 0.53475011512637138 0.87762942293193269 0.98232732713222493 0.76637995708733786 1.4677484845742581 0.33217827044427395 0.26064147270972171 0.1931146178394556 0.49011375382542599 0.38277401775121689 0.34770657864282839 1.6317294463515275 197.36342143800903 1.3024596248869782 4.2133970274589947 55.624503975803663
leaf_count=2 18 14 3 47 21 3 74 39 12 95 24 39 90 68 10 45 4 9 33 16 160 5 8 3 56 33 2692 12 34 964
internal_value=0.000857004 -0.0238825 0.0117026 0.000972447 0.000738123 -0.0182937 0.00599263 0.0151383 0.00591998 0.0173684 -0.00333972 0.00104375 0.00067545 -0.0437159 0.0388228 0.0167527 0.0317699 0.00698107 -0.011102 -0.0177707 -0.0358041 -0.0549531 0.0111012 -0.00451895 -0.0386171 0.00100539 -6.04947e-06 -0.057349 0.00429994 0.0019831
internal_weight=278.212 1.29221 0.903528 276.92 274.254 4.33451 3.57001 3.29107 2.96398 2.6837 2.11625 269.919 263.736 1.94579 0.905636 6.18327 4.09409 3.11176 2.34538 0.682373 0.59282 0.370886 1.85002 1.35991 0.730481 261.79 200.298 2.93419 61.4925 57.2791
internal_count=4633 195 181 4438 4420 335 314 240 237 198 186 4085 3947 122 54 138 91 87 78 178 176 44 91 83 59 3825 2737 45 1088 1054
is_linear=0
shrinkage=0.1


Tree=892
num_leaves=31
num_cat=0
split_feature=0 1 1 1 0 0 1 1 1 2 2 2 0 0 0 2 0 2 0 2 1 1 1 1 2 1 2 1 1 0
split_gain=0.0732949 0.209895 0.18656 0.134868 0.29471 0.204807 0.269277 0.41911 0.196748 0.0744252 0.254299 0.178197 0.221763 0.619906 0.30235 0.292191 0.180129 0.164368 0.79283 0.642178 0.469185 0.390154 0.945866 0.517008 0.391708 0.306606 0.273946 0.371582 0.73581 0.322117
threshold=0.62376874945000005 0.47634801355000006 0.58454836680000011 0.57854555250000017 0.66977036620000019 0.66011496660000013 0.50491003265000012 0.49041944850000008 0.5225142959500001 49.292797572200008 49.064150740050003 48.96897326980001 0.39614083410000006 0.39587138110000003 0.39672464895000009 48.823707093150006 0.3733870243500001 44.202975721700007 0.58887458460000019 48.393869453650005 0.34482500525000009 0.39170982905000007 0.4172030777500001 0.42209814075000007 47.927946529500012 0.34527409360000011 44.749265482150008 0.3584174126500001 0.39150025445000008 0.48634771415000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 -2 3 4 5 6 7 -3 -8 10 11 12 13 16 -14 17 -1 -16 19 20 -19 24 -23 -24 25 -22 -27 -28 29 -29
right_child=1 2 -4 -5 -6 -7 8 -9 -10 -11 -12 -13 14 -15 15 -17 -18 18 -20 -21 21 22 23 -25 -26 26 27 28 -30 -31
leaf_value=0.0095250713402913745 -0.1057835612013153 0.031232247449590751 -0.10768963337482861 0.070108239582389167 -0.10508754438744645 0.058083638686702188 0.075989030107262948 -0.10937001645566309 -0.10222364713836807 -0.013899724319805885 0.041042349280295848 -0.032601033781418001 -0.043474166677747034 0.10759397396846884 0.001384073716305249 0.035265977545334219 -0.10772333335522295 -0.11101210680566412 0.038278651593701633 -0.11999424329514473 0.028883519352066303 -0.10942727879976036 0.071930596456240836 -0.040858385527762164 0.068141549939028531 -0.058462146844466448 0.062584140229627092 -0.0088826967504207349 0.1037181323685966 -0.10692620224553201
leaf_weight=0.34689184627495595 0.2350774284516598 0.3769391664311581 0.17174326927846539 0.24747866445977695 0.27208785653610323 0.54201938503456393 0.38271127660664206 0.48450757148907542 0.073912847314829833 3.3405462328992135 1.5860813278704871 1.5800195802003134 1.5277404936787196 0.67785190790891647 250.0345460779522 2.4855379071086636 0.21056546489944594 0.49730577057925707 2.66883376892656 0.63923357240855772 1.6600671783089618 1.1994603836501485 0.70680215395987012 0.95625418616691604 0.80152701586484898 1.3633486344479027 0.64410108420997891 0.64109500171616651 0.34434894658625115 0.70207935490179807
leaf_count=18 38 16 115 13 113 30 44 38 87 253 26 14 16 5 3187 20 167 45 39 12 8 129 10 37 5 28 6 65 3 46
internal_value=0.000771748 -0.015365 -0.00703417 0.000230277 -0.00788035 0.0063388 -0.0149398 -0.0478474 0.0471421 0.000935486 0.00111817 0.00088337 0.0010807 0.0433528 0.00088503 0.00114043 -0.0347626 0.000817748 -0.0102237 -0.0229699 -0.0164526 -0.0112386 -0.0417409 0.00707715 0.00294352 -0.00681513 -0.0228537 -0.00203274 -0.026696 -0.0601302
internal_weight=277.401 2.78648 2.5514 2.37966 2.13218 1.86009 1.31807 0.861447 0.456624 274.614 271.274 269.688 268.108 1.23531 266.872 265.345 0.557457 262.859 12.8245 10.1556 9.51639 9.01908 2.86252 1.66306 6.15657 5.35504 3.69497 2.33162 1.68752 1.34317
internal_count=4633 494 456 341 328 215 185 54 131 4139 3886 3860 3846 190 3656 3640 185 3620 433 394 382 337 176 47 161 156 148 120 114 111
is_linear=0
shrinkage=0.1


Tree=893
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 1 2 1 1 1 2 2 1 0 2 2 0 1 2 1 0 1 0 0 2 2 0 0 2 1
split_gain=0.254349 0.813813 0.488951 0.675422 0.49128 0.517695 1.46655 0.793628 0.843908 0.36624 0.34164 0.668906 0.578371 0.877753 0.516106 0.490731 0.470984 0.432321 0.310085 0.413116 1.94439 0.778432 0.485846 1.39497 0.386109 0.563609 0.372324 0.657133 0.573006 0.865707
threshold=0.57212358910000016 0.57403969940000021 0.43643902880000007 0.43837010870000009 40.574766824850009 0.44922307715000004 40.94178426300001 0.46112391845000006 0.4690129038000001 0.49146732130000009 44.749265482150008 42.527280425250005 0.48616807880000007 0.61400856260000014 42.498713093000006 41.808689985400001 0.6310290111500001 0.47941678395000004 44.279556297950009 0.37820723930000005 0.53146612375000013 0.37447980600000008 0.47820424540000012 0.49405706415000006 48.823707093150006 49.064150740050003 0.47938684470000009 0.47961138885000004 43.157831852650006 0.34503457980000002
decision_type=2 2 2 2 2 2 2 2 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 9 6 -6 -7 -9 -5 11 14 -12 -14 15 17 -15 -10 26 21 -21 22 -20 -24 -22 -26 -1 -28 -29 -30
right_child=1 2 3 4 5 7 -8 8 10 -11 12 -13 13 16 -16 -17 -18 -19 19 20 24 -23 23 -25 25 -27 27 28 29 -31
leaf_value=-1.5271596599874586e-06 -0.0022368035540813016 -0.0022700634117646659 0.0019774467268030378 -0.0020076764729670188 0.0012219439219554502 0.00084791817139524665 -0.002216980910964503 -0.0023185726136817908 0.0016727739367506293 0.00038518502505809895 0.0013045821371710196 -0.0020769653825473719 -0.0020699079714559801 0.0013878283663735587 0.0022445408693777566 -0.0021254942075773962 -0.00018176878713324808 -0.0020127385061428998 9.0825639395503109e-05 -0.0023091415491287202 -0.00027020490193644054 0.0015183940772972658 -0.002699100686799241 0.00063175286330867939 0.0018858479546377757 -0.00034932098303149482 0.00090092472668350297 0.0001266368936086738 -0.00095040890932158756 0.00055314485280213478
leaf_weight=55.199608177417758 0.67046672709693922 0.36816393630579369 0.64776044327300297 0.8180896963231159 0.77493914961814825 4.431415118277072 1.2391481820959596 0.65207727975211849 0.42889044154435418 0.35161233246128631 1.4905688542639834 0.80520017749950046 0.73098215617937956 1.0542777739465239 0.3461344561073928 0.42873260102351196 2.4270682600908913 0.17122005250348593 12.671267092489872 1.7110350000148162 3.7391027943231165 1.3290739832445968 0.92775496386457135 1.0093103949329814 0.93330174684524514 0.81028772844001651 4.7401793599128714 187.76094871637179 1.5786520391702676 21.851679579587653
leaf_count=961 33 24 7 217 3 37 49 27 8 256 22 142 72 18 2 71 119 87 220 208 65 13 14 26 3 52 40 1600 7 230
internal_value=0.000109811 -0.000117546 -3.47735e-05 1.42173e-05 -6.45242e-05 3.10357e-05 -0.000893822 0.000174693 -0.000174842 -0.00128838 2.48406e-06 -0.000657705 0.00025487 -0.00011658 0.000173428 -0.000523358 0.000293562 0.000621245 0.000123593 -9.4326e-05 -0.000484357 8.17238e-05 -4.89853e-05 -0.000963555 8.51207e-05 0.000847111 0.000142184 0.000178922 0.000162716 0.000451841
internal_weight=312.099 17.8367 17.1663 16.7981 16.1504 14.9807 2.01409 12.9666 8.53515 1.1697 7.88307 2.18018 5.7029 4.21233 1.37498 1.02884 3.48135 0.60011 294.262 23.1311 7.19373 15.9374 14.6083 1.93707 5.48269 1.74359 271.131 215.931 211.191 23.4303
internal_count=4633 1194 1161 1137 1130 657 52 605 568 473 541 310 231 209 168 166 137 95 3439 601 328 273 260 40 120 55 2838 1877 1837 237
is_linear=0
shrinkage=0.00196078


Tree=894
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 1 0 1 2 2 0 0 0 2 2 1 2 1 0 2 1 2 1 2 1 0 2 1
split_gain=0.401508 0.67512 0.627326 1.98599 1.01446 1.23189 1.12849 0.498054 0.48652 0.709473 0.416751 2.0984 0.414394 0.901438 0.432913 0.563481 1.53018 1.22273 1.06539 1.74636 1.20484 0.501889 0.409996 0.456921 0.353139 0.619729 0.890717 1.06159 0.597822 1.60396
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.3465914194000001 0.34608245260000009 0.35331277505000008 0.36476452800000009 0.57927906350000014 0.47447681205000009 41.835830569250014 41.600558339100012 0.48654231910000006 0.48368312325000012 0.47721625100000004 39.571921479100006 40.148327922700012 0.34479506600000004 40.574766824850009 0.34560342505000002 0.47905751325000007 41.16018805045001 0.47941678395000004 37.345948426100009 0.32467590790000006 39.476991512000005 0.32012514595000008 0.41229304515000009 39.656620114300004 0.34494476210000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -6 -4 10 -10 11 -9 13 14 24 -16 -17 -18 -19 20 -20 -22 -11 -24 25 -1 27 -27 -26 -30
right_child=-2 -3 7 -5 6 -7 -8 8 9 22 -12 -13 -14 -15 15 16 17 18 19 -21 21 -23 23 -25 28 26 -28 -29 29 -31
leaf_value=-0.00068771394933753464 1.0647269740194922e-05 0.0008420559199530948 -0.00060596546988425984 0.0017323703796850707 -0.0017867936390881839 0.0011783195003805045 0.0001736329578311074 0.00010730100354551349 -0.0020213926129602111 0.0014730279228684987 0.00075858135018493859 -0.0018794161934744525 0.00098609339983419153 -0.00061426487790063207 0.0009050417795490465 -0.00075942918540324001 0.0012017707406452283 0.00085806575143806615 0.00019500714924043584 0.00071704268334108249 -0.00047659716508200036 -0.0014977643134747747 0.00093539674634154284 -0.0020598003796881226 0.00020937956659038796 0.0017173719862988519 0.0020950488232334575 -0.0026570535683993015 -0.0024134094803415509 -7.85408017439862e-05
leaf_weight=1.0825486511093942 109.12163934593991 5.4006506473524487 4.3554126950912169 3.4136817231774321 2.019248564814915 5.2248111627995959 2.5602928528460325 101.38125063032567 1.0403121183871911 0.53230886446908676 3.4646793650463215 2.0860334187746039 2.4400020912289611 5.2849965356290332 5.6591819748282424 5.1072407104074946 5.923427188768982 7.6895457059145 6.6841019480489212 8.4690980836749059 3.9737392067909241 3.4630711302161217 0.34798573970999769 0.44780235983489547 6.9998582810912904 0.42966019711093428 1.3781027495861051 0.42355452012270689 1.4743459733435882 4.8596661414485425
leaf_count=84 2058 36 56 46 27 47 40 931 180 14 35 38 20 41 29 30 24 41 34 30 18 23 186 222 137 40 9 6 46 105
internal_value=0.000106618 0.00015805 0.000139413 0.000267298 0.000205666 0.000259283 -0.000690774 4.42665e-05 7.0177e-05 -0.000808835 8.9646e-05 6.72462e-05 0.000191976 0.000163854 0.000228496 0.000324794 0.000245304 0.000387044 0.000227664 1.30773e-05 -0.00040913 -0.00095212 0.000140974 -0.000750047 -4.31931e-05 0.00052965 0.00112027 -0.000454189 -0.000185562 -0.00062202
internal_weight=312.738 203.617 198.216 84.5602 81.1465 76.567 4.57954 113.656 109.3 2.36841 106.932 103.467 71.3421 68.9021 63.6171 46.9694 41.3102 36.203 30.2796 22.59 14.1209 7.43681 1.3281 0.795788 16.6477 3.31387 2.23132 0.853215 13.3339 6.33401
internal_count=4633 2575 2539 877 831 764 67 1662 1606 602 1004 969 717 697 656 229 200 170 146 105 75 41 422 408 427 139 55 46 288 151
is_linear=0
shrinkage=0.00196078


Tree=895
num_leaves=31
num_cat=0
split_feature=1 2 1 1 2 1 1 0 1 1 1 1 1 2 0 0 2 0 2 2 0 1 0 1 0 1 1 1 2 1
split_gain=0.0819916 0.348906 0.21987 0.126041 0.118161 1.06793 0.320319 0.22749 0.340175 0.381899 0.285521 0.137424 0.340557 1.04821 0.500973 0.210623 0.713503 0.271149 0.149753 0.139883 0.107607 0.235152 0.327392 0.0934998 0.419377 0.683682 0.53542 0.391668 0.609096 0.543287
threshold=0.31060447290000009 49.247968080500009 0.30560462260000004 0.31100865245000009 48.96897326980001 0.36042334060000009 0.50491003265000012 0.5054040298000001 0.39670967935000007 0.40272746325000003 0.4529056016000001 0.32467590790000006 0.34007963835000005 37.572218886150004 0.4560492201000001 0.39672464895000009 48.823707093150006 0.43572048740000008 35.119813570500007 40.099856909850011 0.61797550970000004 0.48616807880000007 0.6052363701500002 0.34458549145000011 0.47673722340000008 0.3447651268000001 0.34515433670000012 0.34518427590000006 42.206017975500011 0.34548366815000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -6 7 -7 -9 -10 -11 15 13 14 18 -5 17 19 -13 -17 21 -12 -23 -14 25 -25 -27 -28 29 -29
right_child=3 -3 -4 4 5 6 -8 8 9 10 20 12 23 -15 -16 16 -18 -19 -20 -21 -22 22 -24 24 -26 26 27 28 -30 -31
leaf_value=-0.10130027652843006 0.022756722470751382 -0.10627356589377693 0.034447545119182237 -0.010023622917951603 -0.12767173545204621 0.096816379951452702 -0.10172689890543485 -0.10329323374753618 0.091747693552772638 -0.10347599785263401 0.056816283887230312 0.018762468224495982 0.0093645997587390364 -0.1146147963559119 0.10353956575754431 0.021585545646660542 0.10898755232557555 0.059665433543799731 -0.11090814212665175 -0.028813098266784777 -0.027479943637201437 -0.10274049121035356 0.076586767577391579 0.027900489654308663 0.0012569191769831521 -0.11468715985094219 0.065779945476276566 -0.10511764502261722 -0.084894273087788519 0.020943963483020078
leaf_weight=0.14454912216387927 2.6338650651741764 0.36799023905768991 0.68352874289121246 2.0519088964429093 0.70936548570170899 0.31221254728734571 0.25035160320112471 0.25507460464723442 0.54957682319218326 0.24477166028009412 0.86830153269693233 0.16369607921205787 12.687571614924279 0.95342320232884958 0.49244181206449866 0.88352084206417325 0.87790581583976735 0.73812988121062506 0.19534149393439293 1.4620284452103076 0.50635118491481979 0.26414311525877565 0.16565258614718914 1.8710186363314267 242.41466085156449 0.86108219036304934 0.40176061517558981 0.42471253461508318 1.6010892725971642 1.7527401410816308
leaf_count=137 18 14 44 47 21 3 74 39 12 95 21 39 87 68 10 45 4 9 5 33 13 54 3 14 3361 115 3 31 141 73
internal_value=0.000872552 -0.0252533 0.0107514 0.000985527 0.000776217 -0.0160191 0.00716375 0.0157741 0.00690805 0.0177244 -0.00212775 0.00103302 0.000692303 -0.0425967 0.0380439 0.0159807 0.0294497 0.00680569 -0.0517874 -0.00982895 0.01162 0.0268718 -0.0336239 0.000990502 0.000564367 -0.0237231 -0.0428823 -0.0280915 -0.0380726 -0.00364438
internal_weight=277.789 1.19607 0.828078 276.593 273.959 4.1258 3.41644 3.16608 2.85387 2.5988 2.04922 269.833 263.82 1.8049 0.851479 6.01349 3.96158 3.08368 0.359038 2.34555 1.80445 1.2981 0.429796 262.015 249.327 6.9124 5.04138 4.1803 3.77854 2.17745
internal_count=4633 195 181 4438 4420 335 314 240 237 198 186 4085 3947 122 54 138 91 87 44 78 91 78 57 3825 3738 377 363 248 245 104
is_linear=0
shrinkage=0.1


Tree=896
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 2 2 1 1 1 0 0 2 2 0 0 0 1 1 0 0 1 1 1 1 1 0 0 1 2
split_gain=0.0756059 0.661012 0.402821 0.610178 0.379237 1.03952 0.439135 0.540849 0.598679 0.323113 0.197757 0.36173 0.359389 0.473183 0.389099 0.353688 0.168059 0.23259 0.91794 0.719149 0.376953 0.529977 0.558587 0.597872 0.767425 0.744271 1.89287 0.998191 1.34544 0.683617
threshold=0.57212358910000016 0.57403969940000021 0.43643902880000007 0.43837010870000009 0.44922307715000004 40.94178426300001 40.574766824850009 0.46112391845000006 0.4690129038000001 0.49146732130000009 0.59751205050000011 0.59930840395000018 44.749265482150008 40.767054867700004 0.6310290111500001 0.58887458460000019 0.56974342085000018 0.45107930900000009 0.44618424600000006 0.5619592227500001 0.54986377655000018 0.43349001525000008 0.4289991317500001 0.42473279245000012 0.42209814075000007 0.41917906650000009 0.54353163080000011 0.53998383280000006 0.39670967935000007 40.542362378300005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 -2 -3 -4 5 -5 9 -8 -9 -6 15 -12 13 -13 -14 -10 17 18 20 -19 21 22 23 24 25 27 -27 -1 -29 -30
right_child=1 2 3 4 6 -7 7 8 10 -11 11 12 14 -15 -16 -17 -18 19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31
leaf_value=0.0016668559681260776 -0.11299385354421761 -0.11368165098075939 0.1001036874632299 0.047976345113403651 -0.10232717744927147 -0.11181871853213428 0.03934051867907648 -0.11458342147972587 -0.00088790495803562166 0.031445375078838066 0.11404223571762276 0.085080992470785405 0.065407191493484285 -0.10474469431548622 -0.0096271200352534888 -0.10617677744003245 0.025122576742520355 -0.07258547787039496 0.045721600103409962 0.0013591127440466776 -0.015842582012113967 0.05878879471341722 -0.055968990536737886 0.042956374675143939 -0.053257217100632505 -0.032158559310831634 0.063453054045709251 0.037695110291077284 -0.030911929530054269 -0.10040413929868441
leaf_weight=209.03243201237501 0.55851207974046602 0.31495601679489382 0.59029968385584553 0.67859754955679719 0.63560999560445353 1.017548404401168 3.6902086518239212 0.49497521657031018 1.1811042992994769 0.25220427153681158 0.32025390061608083 0.17209047053256687 1.112407670618268 0.55423481467914826 1.8247487400367388 0.43712717307789706 2.8950443989597252 1.7508090694318514 4.5869010049937051 5.2867876199561579 13.239153209491631 1.6037587810569665 1.7022329529863771 3.4314646509010336 2.5866096634417763 3.2049993984401208 5.8501462005078793 1.9395780062186521 3.598898442578502 2.3334427382797003
leaf_count=2662 33 24 7 30 190 49 37 27 65 256 3 12 44 255 127 35 32 29 31 136 255 63 44 29 17 21 35 17 35 33
internal_value=0.000782871 -0.00642255 -0.00193929 0.000775993 -0.00396353 -0.0478876 0.00301557 0.00912427 -0.00916428 -0.064326 0.00015028 0.0121251 0.00321575 -0.0597687 0.0187911 -0.0293292 0.00116185 0.000895198 0.00139379 -0.0170368 0.000575645 0.00149948 0.0011063 0.00152512 0.000903053 0.00152304 0.0296121 0.0003504 -0.034607 -0.0582462
internal_weight=276.877 13.8349 13.2764 12.9614 12.3711 1.69615 10.675 9.78715 6.09694 0.887814 5.60197 3.98374 3.66348 0.726325 2.93716 1.61823 263.042 260.147 253.11 7.0376 248.523 235.284 233.68 231.978 228.546 225.959 9.05515 216.904 7.87192 5.93234
internal_count=4633 1194 1161 1137 1130 79 1051 605 568 446 541 441 438 267 171 100 3439 3407 3242 165 3211 2956 2893 2849 2820 2803 56 2747 85 68
is_linear=0
shrinkage=0.1


Tree=897
num_leaves=31
num_cat=0
split_feature=0 1 0 2 1 2 0 0 2 2 2 1 2 2 0 0 2 0 0 0 0 0 2 0 2 1 0 1 1 2
split_gain=0.275952 0.719872 0.815192 0.806799 1.72322 1.29988 2.67181 1.27438 0.960744 1.0265 1.07859 0.693464 0.765949 1.08942 0.697883 0.603153 1.39272 1.01187 1.19162 0.557111 1.16566 0.5374 0.517049 1.1456 0.497854 0.436297 0.362842 0.327023 1.07739 1.1978
threshold=0.47880302985000006 0.35585760905000008 0.48588365620000007 41.257948413050009 0.34569324270000007 42.720329370750001 0.48185683060000012 0.47976108500000009 40.94178426300001 40.574766824850009 40.250747516500006 0.34587287805000005 43.157831852650006 42.409092016550012 0.48271009850000007 0.47787491390000009 39.571921479100006 0.47811442770000007 0.47847369840000004 0.48368312325000012 0.48654231910000006 0.47736594710000008 43.564719632750005 0.48149755995000004 42.027798546600003 0.34545372890000009 0.48149755995000004 0.34524415440000006 0.34536391125000004 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=15 3 -3 8 5 6 7 -5 9 10 25 14 13 24 26 21 -17 -18 -19 -8 -21 27 23 -7 -13 -2 -6 -1 -29 -30
right_child=1 2 -4 4 11 22 19 -9 -10 -11 -12 12 -14 -15 -16 16 17 18 -20 20 -22 -23 -24 -25 -26 -27 -28 28 29 -31
leaf_value=7.0050742307660335e-05 0.00062679837966757269 -0.0012663654237202819 7.3717103153026335e-05 -0.00091655524667323023 0.0010097989035834239 0.0010511523060575646 0.00060916417666774005 -0.0030426534986546278 0.0011447177762867282 -0.0005349131611571378 0.0014902297451610533 0.00016147918038046769 0.00092590012908778778 -0.00053138171391577593 0.00014392125891201054 0.001147544020794405 -0.0020782339859599466 0.000153386629221273 -0.0016086697662836937 -0.0014009619046864322 0.00050544240473370851 0.00048466031367972145 -0.00042512473571700623 -0.00039708155483550732 0.0010138543692885331 -7.9385799015474037e-05 0.002118273408735312 -0.002494942025668159 0.00092739800472362943 -0.00066725107686359448
leaf_weight=31.609528844495799 7.0622684434056371 1.7643771398579691 160.9476591010623 2.2747934889048365 3.356938716024163 5.2048862054944021 3.216124087572096 2.070433808490634 7.6282625794410697 4.1989244930446139 3.6634766012430182 7.6309299692511612 5.48968931287527 6.8099538832902899 2.6551078110933304 1.7504468522965897 1.8002385701984147 4.514017908833921 2.1921300701797009 2.4456509426236153 2.4871244430541992 9.9498065672814828 3.5011777101317412 3.520265020430088 4.0236305668950081 6.422525480389595 1.7155506610870359 0.82098651884734763 2.7090700085536792 5.4628423703834414
leaf_count=728 34 22 2902 20 14 24 12 23 48 21 31 51 28 40 12 10 17 34 40 26 14 54 21 25 15 38 57 43 61 168
internal_value=0.000106681 0.000135695 5.91858e-05 0.000281506 0.000144889 -0.000243108 -0.000687892 -0.00192961 0.00054744 0.000334007 0.000546771 0.000447632 0.000282866 9.16854e-05 0.000958379 -1.16939e-05 -0.000445228 -0.000772989 -0.000422601 -2.57726e-05 -0.000439745 7.62683e-05 0.000211417 0.000466845 0.000455754 0.000290458 0.00138469 -2.381e-05 -0.000353725 -0.000138609
internal_weight=308.899 248.09 162.712 85.3777 56.4023 24.7205 12.4941 4.34523 28.9755 21.3472 17.1483 31.6818 23.9542 18.4645 7.7276 60.8091 10.2568 8.50639 6.70615 8.1489 4.93278 50.5522 12.2263 8.72515 11.6546 13.4848 5.07249 40.6024 8.9929 8.17191
internal_count=4633 3478 2924 554 382 165 95 43 172 124 103 217 134 106 83 1155 101 91 74 52 40 1054 70 49 66 72 71 1000 272 229
is_linear=0
shrinkage=0.00196078


Tree=898
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 2 1 1 1 0 1 0 1 1 1 1 1 1 1 2 2 0 2 2 2 2 2 1 1 0
split_gain=0.0761113 0.472562 0.852639 0.422101 0.8161 0.747826 0.766671 0.384415 0.359973 0.822433 0.579035 0.356518 0.662521 0.482536 0.641442 1.05697 0.992406 0.365312 1.33051 0.772218 0.498425 0.451504 0.414066 1.1208 0.566018 0.426349 0.491811 0.412967 0.668982 0.349104
threshold=0.54504356155000011 0.54353163080000011 0.41917906650000009 0.42802610700000004 0.55688452445000014 41.404176814550006 0.42307116555000007 0.40437412050000004 0.43075057630000008 0.55348642255000013 0.43220262865000009 0.56345618395000019 0.43349001525000008 0.43694799560000003 0.44618424600000006 0.45107930900000009 0.46280051495000007 0.43837010870000009 0.44844465735000011 40.94178426300001 37.232443001650005 0.56859076075000015 39.476991512000005 40.574766824850009 39.427119987250002 38.983591653800012 38.621016321050007 0.46097422230000007 0.4690129038000001 0.5485614203000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 29 -7 -6 -5 -10 -11 13 -13 -12 -15 -16 -17 21 19 -19 -20 -14 24 -24 25 26 -22 -25 -29 -2
right_child=3 2 -4 8 7 6 -8 -9 9 10 11 12 17 14 15 16 -18 18 20 -21 22 -23 23 27 -26 -27 -28 28 -30 -31
leaf_value=0.00075002742433011565 -0.01575335114560799 -0.017423630427676799 0.054577926857114448 0.051023775321110625 -0.0009623183854105664 -0.12261447677866229 0.018047102742398746 -0.11774863033453419 -0.0639026928201855 -0.11531683707461556 0.061057680775453906 -0.14758237188106438 -0.0039714604287721961 -0.035435050392628308 0.074284517632623268 -0.065683525069937049 0.045340763073230067 -0.0042996973285251315 -0.13133988352366302 -0.11946994366564428 0.0061447226561128195 0.06684798465043372 -0.12872599976029916 0.022885804846223125 0.10822428665284245 -0.032254336180861647 0.10739057377313251 -0.10939932677564611 -0.0022913409578731469 0.028374508274478689
leaf_weight=220.8943670678041 3.8495905462186766 2.6547867363551623 4.3225898575037718 1.4448962635360647 0.3751839699834808 1.0318639569159129 0.62049937952542666 1.1329630277759859 1.9013609312241886 0.40439606187282962 2.2872424665838471 0.30726191482972609 1.906115929421506 2.3164038081304152 2.5951885171234608 1.6486495662393283 1.5735273321624843 0.95858286002294635 0.26579328898455656 1.4826512466243 1.3175663338879564 1.7059243418625554 0.66256094620075501 6.2600827680435014 0.82924076859490004 1.1818226701798265 0.7545419705347739 0.65106223290786136 5.5893850132124498 3.3554553459398448
leaf_count=2847 24 23 33 29 31 50 5 50 24 20 17 9 23 20 13 29 13 40 263 63 83 29 99 60 6 38 17 88 547 40
internal_value=0.000794365 0.00155938 0.0271824 -0.00280667 -0.0206958 -0.00911754 -0.0697929 -0.0886955 0.00206742 0.000134683 0.00364377 0.00504657 -0.00169001 0.0204788 0.00906791 0.0267884 -0.0114656 0.000212241 -0.00508518 -0.0742468 0.00455617 0.0294757 0.00665055 -0.00197938 0.0344712 0.0156758 0.0430126 0.00473853 -0.0134659 0.00479739
internal_weight=276.282 227.872 6.97738 48.4098 10.3656 8.85741 1.65236 1.50815 38.0443 36.5994 34.698 34.2936 23.8726 10.421 8.13377 5.81737 3.22218 23.5653 19.9533 2.44123 17.5121 3.61204 17.2463 13.1631 4.08317 3.25393 2.07211 12.5005 6.24045 7.20505
internal_count=4633 2903 56 1730 200 119 55 81 1530 1501 1477 1457 1365 92 75 55 42 1356 1304 103 1201 52 938 794 144 138 100 695 635 64
is_linear=0
shrinkage=0.1


Tree=899
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 0 2 2 1 2 2 0 2 0 0 2 1 1 1 2 2 2 1 2 1 1 2 0 2 1
split_gain=0.270824 1.14154 0.580563 0.503807 2.14125 2.04157 2.77031 0.877337 1.63052 1.241 0.836841 0.952802 0.801047 0.97614 1.63832 0.925702 0.755548 0.857477 0.740417 0.650095 0.633253 0.869387 0.81087 0.657818 1.02236 0.989862 0.698771 0.602786 0.583479 1.38823
threshold=0.51657136015000005 0.37644082515000005 0.5195503128500002 0.50291907430000016 0.37227927305000003 0.5116313883000001 47.309807198350008 38.621016321050007 0.36265381275000008 40.767054867700004 37.041406607950009 0.47787491390000009 36.558960102350007 0.50035927070000008 0.49877249185000011 36.165040341950011 0.36510882910000009 0.36476452800000009 0.34007963835000005 41.600558339100012 40.148327922700012 40.574766824850009 0.34422622080000004 40.94178426300001 0.34545372890000009 0.3447052483500001 40.767054867700004 0.47880302985000006 42.243697547450004 0.34569324270000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 19 6 -6 10 20 -10 12 -12 13 14 15 16 17 18 -1 -5 22 -22 -9 24 25 -23 -27 -24 29 -25
right_child=1 2 -4 4 5 -7 -8 8 9 -11 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 21 23 27 28 -26 26 -28 -29 -30 -31
leaf_value=0.00045877437093359272 -0.001726397148927715 -0.00092108183586538822 7.9220859607980409e-05 0.00058441731423808949 -0.0023378789317615306 0.00050901811141713417 0.0014240977305457875 0.00055038654489748405 -0.0028027335901991933 -0.00045884358616271251 0.00028999965844792714 0.0015661798242489252 -0.00078377971628740327 -0.00099887187981966496 0.0021899586546264738 0.0019305262465246563 -0.0018351599968114 0.0020692474085613056 -0.0018765733790300323 0.0015524713638556554 0.00064343527636475599 0.00070332819290950534 -0.0013023099480978335 3.7956331674220302e-05 0.00012633654642523254 -0.001354710562635787 -0.0038826256059069867 -0.00026691078033216518 -2.4791333560198519e-06 0.00071610882587413668
leaf_weight=1.4137809504954959 1.3888012296520162 2.2718689668836296 123.18076524971116 5.4730026917532104 2.8066167151555406 5.8928463039919734 1.0283303523901848 3.5612918380647889 1.2116906291339535 3.066049549379386 4.3431007815524918 4.6654505021870136 2.6949875770369536 1.4806401315145192 2.1200900538824499 0.88259421056136478 0.93015411682426918 0.71002540737390507 0.82743633589961962 5.2022213565651327 12.475937227834946 0.60581909247412058 2.8508916667196891 31.33714961597434 3.8036462180316448 1.3021610789000986 0.62085004895925511 8.943001748993991 56.155185195211743 18.431604214245453
leaf_count=98 38 25 2511 33 66 45 10 30 20 69 57 30 26 9 11 30 7 5 57 37 98 11 29 260 21 64 5 55 759 117
internal_value=0.000111307 4.15344e-05 6.1106e-05 0.000159187 0.000449801 -0.000215622 -0.00132912 0.000123128 6.97276e-05 -0.00112276 0.000507272 0.000950922 0.000145902 0.000445431 0.000756075 0.000117962 -0.000294199 0.000191472 -0.000403414 0.00105617 0.000106142 0.000152396 -0.000269592 9.78235e-05 -0.000516062 -0.0014823 -0.00217086 -0.000517194 0.000134524 0.000289107
internal_weight=311.678 126.841 125.453 184.837 20.403 9.72779 3.83495 164.434 144.365 4.27774 20.0683 9.00855 11.0597 8.36472 6.88408 4.76399 3.8814 2.95124 2.24122 10.6752 140.088 124.732 15.3552 112.256 6.33248 2.52883 1.92301 11.7939 105.924 49.7688
internal_count=4633 2574 2536 2059 191 121 76 1868 1538 89 330 87 243 217 208 197 167 160 155 70 1449 1335 114 1237 101 80 69 84 1136 377
is_linear=0
shrinkage=0.00196078


Tree=900
num_leaves=31
num_cat=0
split_feature=1 2 2 2 0 1 2 1 1 0 1 1 0 0 1 1 0 1 0 0 2 2 1 0 0 1 2 2 1 2
split_gain=0.0727781 0.319062 0.196451 0.129782 0.176007 0.0994378 0.111367 0.943145 0.293921 0.206179 0.293948 0.346272 0.300115 0.394943 0.297781 0.212013 0.278662 0.116402 0.602044 0.17701 0.558936 0.218995 0.300586 0.23309 0.14639 0.270243 0.222132 0.501692 0.249004 0.803777
threshold=0.31060447290000009 49.247968080500009 48.823707093150006 36.952388736350009 0.3733870243500001 0.31100865245000009 48.96897326980001 0.36042334060000009 0.50491003265000012 0.5054040298000001 0.39670967935000007 0.40272746325000003 0.66718062335000017 0.61797550970000004 0.4529056016000001 0.48616807880000007 0.6052363701500002 0.32467590790000006 0.4560492201000001 0.39672464895000009 46.645430295100006 41.772405911750006 0.32012514595000008 0.41973294215000007 0.46482141255000003 0.34269932035000011 37.572218886150004 42.123054668150012 0.3584174126500001 42.957059535450007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2 17 -8 9 -9 -11 -12 13 14 -13 -16 -17 19 -19 -7 21 22 23 -21 26 -26 -20 -28 -29 -30
right_child=5 -3 -4 4 -6 6 7 8 -10 10 11 12 -14 -15 15 16 -18 18 24 20 -22 -23 -24 -25 25 -27 27 28 29 -31
leaf_value=0.10145695307929795 0.020287961985797617 -0.1057264025386878 0.10211995399993311 0.012887037775427022 -0.10176348698252934 -0.0088777520904285163 -0.12509557581407343 0.094310277266711845 -0.10160677613841912 -0.10302792173656539 0.088257596446447151 -0.10325855522615712 0.10856799591476157 -0.12044594520055779 0.052248698759489204 -0.10253942506686176 0.069703643205746069 -0.081922594640122817 0.099730840889426464 0.034060261712982508 0.099706280211184287 -0.04004974928407791 0.05929320313829365 -0.055244888181750086 -0.036506601662354886 0.0010227832829292178 -0.10460479697531411 0.10533138971872019 0.10446858832105708 -0.11981469471886728
leaf_weight=0.081493157893418156 2.6236806279048315 0.33935357024893165 0.17928014695644379 0.32963181519880891 0.22549824188808998 2.0602781616325947 0.65916471957461853 0.2923025172203787 0.23502840116270807 0.22695530219061799 0.52209178009070489 0.21704267362292728 0.21368880569934834 0.3047226111521012 0.83861516998149432 0.24476618463813793 0.15241706930100918 0.87988045984457031 0.36147660228016221 0.55577484698733426 0.83797673322260369 0.73534582112915803 1.135237820446491 0.61640260368585587 1.9331199066946272 257.57041601971991 0.29172424634452898 0.40308611933141925 0.36109866946935654 0.28661531256511807
leaf_count=2 18 14 3 16 160 47 21 3 74 39 12 92 1 15 21 54 3 238 9 39 10 24 9 9 44 3570 17 4 3 62
internal_value=0.000807859 -0.0242388 0.00965386 -0.0163856 -0.0336849 0.000913247 0.000726316 -0.0160357 0.00609999 0.0145027 0.00592724 0.0158448 -0.0033339 -0.0169392 0.00477057 0.0237437 -0.036442 0.00097064 0.00065688 0.0148121 0.0273891 0.00747289 0.0226178 -0.0129018 0.00093505 0.000743216 0.0301496 0.0114148 0.0436242 0.00522259
internal_weight=275.714 1.15526 0.815903 0.636623 0.55513 274.559 271.935 3.9068 3.24763 3.0126 2.7203 2.49334 1.97125 1.75756 1.45284 1.2358 0.397183 268.028 262.087 5.94102 3.88074 3.04276 2.30742 1.17218 261.208 259.504 1.704 1.34252 1.0508 0.647714
internal_count=4633 195 181 178 176 4438 4420 335 314 240 237 198 186 185 170 78 57 4085 3947 138 91 81 57 48 3709 3614 95 86 69 65
is_linear=0
shrinkage=0.1


Tree=901
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 0 0 2 0 2 2 0 0 2 0 1 2 1 0 2 2 2 2 2 0 1 2 1 2 2
split_gain=0.071162 0.235767 0.364044 0.590995 0.18402 0.118989 0.218501 0.210839 0.194376 0.0956677 0.422725 0.597588 1.38821 1.20171 0.951583 0.723985 0.554028 0.474602 1.0649 0.312911 0.312365 0.624364 0.371895 0.343362 0.265783 2.28053 0.865871 0.78429 0.818501 0.535485
threshold=49.292797572200008 49.064150740050003 0.31118828780000007 0.31060447290000009 0.30560462260000004 0.66718062335000017 0.58035687555000015 52.834037000700008 0.55688452445000014 43.182896969600009 42.783136484500005 0.48001556840000009 0.48149755995000004 43.022303514600004 0.50386215985000016 0.34458549145000011 42.759119507950011 0.3465914194000001 0.5132031975000001 43.276780833950006 43.384297312450009 43.521589032450009 43.735142172100005 43.930205408700004 0.47976108500000009 0.34524415440000006 48.823707093150006 0.34575312120000007 44.749265482150008 44.131787411600008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 8 -8 -2 10 16 15 -13 14 -14 -12 -4 -15 -19 -11 -21 -22 -23 -24 26 -26 27 29 -29 -25
right_child=5 -3 9 -5 -6 -7 7 -9 -10 19 11 12 13 17 -16 -17 -18 18 -20 20 21 22 23 24 25 -27 -28 28 -30 -31
leaf_value=-0.10112518569641871 -0.024180208078907153 0.040481196916167889 0.00072484640135556089 -0.12055508443322088 0.030880711789742794 0.050809562009576682 -0.1085292354613249 0.01161662366635512 0.034249098253854061 0.033254736961680548 0.017535211900123197 0.05222621270079425 -0.13445646452010587 0.042368098965867296 -0.021916073284436441 -0.11315054781580887 0.059371656603615763 -0.088350937424317336 0.031611564064611485 -0.029295789560710744 0.045130085063728759 -0.030643591746193435 0.026240846690992994 0.099057972604838021 -0.17161401386589126 0.00035319540038327292 -0.049209775226058322 -0.11426566326526327 0.024538288486884292 0.028228023415670385
leaf_weight=0.12632503768327186 1.7845413917821136 1.4975027026957821 210.47158040624186 0.64452823344618082 0.64379406502484926 0.26749274562462222 0.45121969930187322 0.21597108017886057 0.83610835555009533 3.6515994027577099 0.63743768492713471 2.7740448042750341 1.5429977034218612 1.7580545023083685 1.4643723436311118 1.2654802568940793 1.6232278785901133 1.3611883074045183 1.6214297888436702 2.8390841406653626 3.5308058637237982 3.3580755948496508 5.8334643743874066 1.5415977463126198 0.81182864494622009 15.394351214970809 1.7528256624937055 0.67203563824295987 1.1549162997398523 3.4697138619376346
leaf_count=137 116 31 2940 24 44 40 87 22 49 32 7 17 24 7 39 72 15 13 32 29 39 53 64 7 8 534 13 17 68 53
internal_value=0.000727992 0.000912095 0.000692587 -0.0499029 0.00922737 -0.0133279 -0.018546 -0.0696378 -0.00553856 0.00095913 0.000123458 -0.017804 -0.00847763 -0.0302115 -0.0796574 -0.0693736 0.00117369 0.00115576 -0.0231362 0.00522234 0.002686 0.00510604 0.000948289 0.00441174 -0.00072348 -0.00826129 0.0134958 0.0295689 -0.0265201 0.050017
internal_weight=274.998 271.442 269.945 1.41465 0.770119 3.55533 3.28784 0.667191 2.62065 268.53 224.52 12.425 10.5221 7.74804 3.00737 1.90292 212.095 4.74067 2.98262 44.0103 40.3587 37.5196 33.9888 30.6307 24.7973 16.2062 8.59109 6.83826 1.82695 5.01131
internal_count=4633 4319 4288 205 181 314 274 109 165 4083 3166 211 132 115 63 79 2955 52 45 917 885 856 817 764 700 542 158 145 85 60
is_linear=0
shrinkage=0.1


Tree=902
num_leaves=31
num_cat=0
split_feature=0 0 2 1 2 1 0 0 0 2 1 1 2 2 1 1 1 2 2 2 0 2 1 2 2 1 0 1 2 1
split_gain=0.389759 0.709201 0.493845 0.482875 0.549179 0.889531 0.500638 0.956745 0.800418 0.500282 0.376264 0.610396 0.436758 0.861787 1.27742 0.549566 0.596749 0.40521 0.487287 0.614495 0.43389 0.397938 0.389032 0.358793 0.5753 0.661708 1.26833 1.03972 0.454948 0.338059
threshold=0.57212358910000016 0.57403969940000021 44.279556297950009 0.39170982905000007 47.079243513300007 0.3584174126500001 0.53146612375000013 0.53312775065000018 0.5541600551000001 48.96897326980001 0.43643902880000007 0.43837010870000009 40.722669576350008 40.858951393400005 0.44922307715000004 0.46112391845000006 0.4690129038000001 44.749265482150008 42.527280425250005 42.498713093000006 0.58984760935000013 45.458122212500008 0.45107930900000009 43.895345911700005 43.930205408700004 0.40651477500000005 0.48032993025000009 0.42209814075000007 44.131787411600008 0.45218706025000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 23 4 5 -4 -5 -8 -9 -6 -3 -12 22 -14 -15 -16 -17 18 19 20 -18 -19 -13 -1 -25 26 -26 -27 -29 -24
right_child=1 10 3 6 9 -7 7 8 -10 -11 11 12 13 14 15 16 17 21 -20 -21 -22 -23 29 24 25 27 -28 28 -30 -31
leaf_value=0.00012576419319998539 -0.0022266781690606615 -0.0021988189286094848 -0.00013781445145742263 -0.0020253093292016675 0.00051498953216099603 -0.0021511475775825963 0.0010005447089358112 -0.002189826164338726 0.00010656970687126999 -0.00032990980765180983 0.0018383289907058988 -0.0025497918458460582 0.002006223243035002 -0.0021789744851285825 0.00073745086204471638 -0.0022452265921778171 0.00072877562922110087 0.0020261150567801576 -0.0020595478568047275 0.0022184839433118473 -0.0020990237938942808 5.1639251745521759e-05 0.00061723314466312861 0.0014702389465322029 0.00058570942685346632 0.0021571723857402849 -0.0015432875876604225 -0.0020172166782187985 0.0006321581092567309 -0.0012129291964381782
leaf_weight=264.53257442769427 0.63557438610587524 0.32561007406911713 4.111482355030609 0.9266846388054536 7.6013440110255015 1.0615365331759674 1.2205867702141406 1.2753865168779159 1.0757859156001357 4.1739304011571221 0.61905401665717263 0.4681242585756985 0.76542098923528001 1.0740594121161837 3.2428427999839169 0.5255067420657723 0.35690621294634162 0.43069281964562822 0.75874734781245923 0.33156624739058316 0.50208294625190319 4.4183757355203852 0.62167058838531364 1.9347974083939314 3.044424422114389 1.4496290269307794 1.6637506484985349 0.41044847876764812 0.63427351601421833 1.0325139893504909
leaf_count=2688 33 24 80 182 73 103 9 53 42 59 7 57 12 49 33 25 8 5 142 2 138 226 4 14 40 7 15 66 8 429
internal_value=0.000100294 -0.000196707 0.000116505 -0.000170019 -1.84415e-05 -0.000550963 -0.000741101 -0.000407916 -0.0011391 0.000215502 -0.000113324 -6.84941e-05 -0.000149743 -9.13043e-06 -0.000141647 6.54383e-05 -0.000232113 -7.65017e-05 -0.000831519 -4.8889e-05 -0.000924086 0.000227012 -0.000971711 0.000138959 0.000520964 0.000265962 -0.000166625 0.00108248 -0.000408723 -0.000525123
internal_weight=311.225 16.1087 295.117 21.4467 16.9483 5.17302 4.49844 3.57176 2.35117 11.7753 15.4732 15.1476 14.5285 12.4062 11.6408 10.5667 7.32388 6.79837 1.9493 1.19056 0.858989 4.84907 2.12231 273.67 9.13732 7.20253 4.70818 2.49435 1.04472 1.65418
internal_count=4633 1194 3439 601 315 183 286 104 95 132 1161 1137 1130 640 628 579 546 521 290 148 146 231 490 2838 150 136 55 81 74 433
is_linear=0
shrinkage=0.00196078


Tree=903
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 0 1 1 2 2 2 0 2 2 1 0 2 1 1 1 2 0 2 2 2 0 0 0 2 0
split_gain=0.385951 1.36808 2.79636 1.42085 1.14031 1.13498 0.61027 1.50754 0.685357 1.2525 0.604046 0.53985 0.516172 1.41731 1.72513 0.919706 0.893779 0.923733 0.578993 1.28721 1.19829 1.59918 0.954241 1.071 0.886126 0.560107 0.636002 0.509502 1.56689 1.94492
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5054040298000001 0.37407562650000009 0.5116313883000001 0.36551300860000008 0.36510882910000009 38.621016321050007 38.983591653800012 40.467253020850002 0.47604862130000009 42.243697547450004 42.431220712750012 0.34626208795000007 0.48588365620000007 41.319407281650008 0.35027394390000005 0.34560342505000002 0.34548366815000003 40.986363433950011 0.48119816770000007 41.873095646600007 42.081757894750005 41.741384785950011 0.47943175355000006 0.48233585820000008 0.5116313883000001 47.079243513300007 0.50291907430000016
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -2 -5 7 8 11 -10 -3 -1 15 14 -14 18 17 -17 19 22 -20 -22 24 -24 25 -11 -27 28 29 -6
right_child=4 3 -4 5 27 -7 -8 -9 9 12 -12 -13 13 -15 -16 16 -18 -19 20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=6.5508818735101861e-05 -0.0014209134717959313 0.00081372028804924091 -0.0023072833961916865 0.00078837711449369365 6.3907294542479243e-05 -0.00093422470859079205 0.0010045168393280968 -0.0016351387476558512 -0.0013252965717991544 -9.9041376759192938e-05 0.0020611819627806027 0.00087123374882414398 -0.0026610813154341524 5.7544963558842371e-05 0.00028161541673837778 0.0017975076654102025 0.00023016616428119308 5.9548941180233785e-05 -0.00032305196577394767 -0.0009355531213470948 0.0014121214148528152 0.00013228031152647945 -0.0022069046010890908 0.00016428158089410006 0.0011830543962482198 0.00063728130256486657 -0.00020826782083095994 7.005823527964757e-05 0.0013550539594171164 -0.0024914925296757253
leaf_weight=5.1496845134897731 2.0681562013924113 2.8110262677073461 1.8138228779134795 3.9107106234878302 2.623101422621402 2.356757789675612 3.0876717530190936 1.8501727078109969 2.3175551567692301 20.264143061962386 3.1813204251229763 8.4320948293898237 1.6708798207109787 49.63949939266422 1.4142113630659876 4.0283295623958093 6.612117663025856 1.6604247912764547 6.1520057661109631 4.8804399520158759 6.7713103468995532 8.4223937727510911 1.3827862738253309 1.5569211607216855 3.2787715082231434 11.599376618862154 4.850213758647441 136.85486298859405 1.3392536096507681 2.0322902206098661
leaf_count=233 33 14 22 21 64 40 15 13 22 255 28 59 41 715 7 41 36 24 41 34 60 33 35 20 20 51 23 2581 13 39
internal_value=9.88768e-05 0.000162515 0.000113204 0.000793327 2.46216e-05 0.000140627 0.000141525 0.000123987 0.000145673 0.000103877 0.00147599 0.000565734 0.000128561 -2.26001e-05 -0.00131214 0.0002264 0.000720414 0.00129023 0.000138533 1.86579e-05 0.000407043 0.000702661 0.000127131 -0.000951082 0.000206386 0.000119163 0.000387968 4.55498e-05 -0.000513965 -0.00105164
internal_weight=314.012 169.095 156.835 12.2598 144.918 6.26747 155.021 151.933 150.083 136.501 5.99235 13.5818 134.184 52.7246 3.08509 81.4592 12.3009 5.68875 69.1584 47.8127 21.3457 15.1937 42.9322 2.93971 39.9925 36.7137 16.4496 142.85 5.99465 4.65539
internal_count=4633 1903 1800 103 2730 61 1778 1763 1750 1458 42 292 1436 763 48 673 101 65 572 438 134 93 404 55 349 329 74 2697 116 103
is_linear=0
shrinkage=0.00196078


Tree=904
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 2 1 1 2 0 2 2 2 1 2 0 1 2 2 0 2 0 2 1 1 2 2 0 0
split_gain=0.515145 1.59377 2.878 1.34243 1.09621 1.02691 0.674523 1.02498 0.804048 0.69434 0.784619 0.73265 1.24358 1.06183 0.733805 1.37406 0.767554 0.67827 1.31839 0.944496 2.33269 1.72125 1.0054 1.32626 0.924516 1.59713 1.28223 1.63326 2.65944 0.834237
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5054040298000001 0.5116313883000001 0.37407562650000009 35.771221912400001 0.36476452800000009 0.36476452800000009 38.621016321050007 0.47604862130000009 40.148327922700012 40.574766824850009 40.722669576350008 0.34569324270000007 39.656620114300004 0.47943175355000006 0.34569324270000007 42.206017975500011 42.684965421050009 0.48911709230000006 42.720329370750001 0.47774018740000007 43.219899330700009 0.34545372890000009 0.34542378970000004 41.067148236900003 42.477827694800006 0.47820424540000012 0.48119816770000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 -2 7 -1 9 10 -8 14 -13 -14 15 16 -11 24 29 20 -20 -21 -23 -24 25 -15 -26 28 -28 -19
right_child=5 3 -4 4 -6 -7 8 -9 -10 11 -12 12 13 17 -16 -17 -18 18 19 21 -22 22 23 -25 26 -27 27 -29 -30 -31
leaf_value=6.0167648608642376e-05 -0.0013610252818952639 0.0015266337978197938 -0.0023511223068592513 0.00085469105238187334 -0.00084288968525607431 6.4696082298754514e-05 1.9423229505355791e-05 0.0017892330313974112 -0.00064157440876627648 -2.4142349787661174e-05 0.0011850598429275737 0.000774509300818748 -0.00142105601156183 6.9977394362416581e-05 -0.0011030464150626118 -0.00089685107652869099 0.0012574217070389058 0.0013646360379316667 -0.0020580886338954205 0.0020420695628417681 0.00037071929441361706 -0.001368168985401506 -0.00073355306826203585 0.00075082470504338151 0.00084354166217163562 0.0017802297035127237 -0.00016004182242982884 1.1976414473252277e-05 -0.003161024394792618 0.00046438290855054545
leaf_weight=2.8228029303372741 1.9701087567955244 6.201520808041094 1.7468421749654215 4.0655915029346943 2.2841639786493033 137.7472715442492 3.7807794733089377 2.4727764646522701 4.7126221582293502 4.6598525291774404 5.3788307718932629 12.826402831589801 1.673436659388243 52.794875047908135 3.1430574387777588 4.5085496031679213 2.9243108704686165 5.5369761206675348 2.5771072115749147 1.8676258176565159 3.7074013128876686 1.7215403630398203 3.4923119498416764 6.8599819913506508 2.2824548333883277 2.1862513720989218 2.3081415705382806 4.7070208815857768 2.2343829274177551 13.873195916414259
leaf_count=140 33 42 22 21 40 2697 107 15 28 35 34 98 70 644 34 34 14 56 33 58 17 111 25 33 8 24 14 47 29 70
internal_value=0.000132725 0.000205436 0.000151619 0.000877758 0.000244029 4.45925e-05 0.000179815 0.000867557 0.000155495 0.000181393 0.000703924 0.000146171 0.000197334 0.000128675 -0.000258986 -3.96028e-05 0.000470005 0.000153106 0.000356146 5.82428e-06 -0.000625269 0.000290308 1.93385e-05 0.000250075 3.21118e-05 0.000137983 -0.000472652 -0.000797441 -0.00163617 0.000721191
internal_weight=309.068 169.351 156.8 12.5513 6.34976 139.717 155.053 5.29558 149.757 145.044 9.15961 135.885 120.649 107.823 15.2358 12.0927 7.58416 106.149 39.6361 20.226 6.28451 13.9415 12.0738 10.3523 66.5131 54.9811 11.532 9.24955 4.54252 19.4102
internal_count=4633 1903 1800 103 61 2730 1778 155 1623 1595 141 1454 1337 1239 117 83 49 1169 403 277 50 227 169 58 766 668 98 90 43 126
is_linear=0
shrinkage=0.00196078


Tree=905
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 1 2 2 2 0 0 0 1 0 0 2 2 0 2 2 1 1 1 0 1 0 2 0 1 0
split_gain=0.0753191 0.29252 0.178154 0.1152 0.174991 0.093702 0.10321 0.277029 0.228145 0.268949 0.413967 0.119944 0.0807617 0.45827 0.343325 0.29996 0.4243 0.378672 0.289519 0.398845 0.280424 0.234034 0.169207 0.127858 0.114931 0.540798 0.650907 0.487666 0.167851 0.308411
threshold=0.31060447290000009 49.247968080500009 48.823707093150006 36.952388736350009 44.952171034750002 0.31100865245000009 49.064150740050003 49.960114208400007 51.757767929250001 0.58035687555000015 0.66718062335000017 0.61400856260000014 0.46551001470000003 0.59751205050000011 0.59930840395000018 44.749265482150008 40.767054867700004 0.6310290111500001 41.909642283050012 41.772405911750006 0.46280051495000007 0.46636328255000009 0.51869704500000013 0.62143349005000015 0.4529056016000001 0.58249753000000004 37.817254840650008 0.58634472020000017 0.44618424600000006 0.5485614203000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 -1 -5 -2 12 -8 9 -9 -11 -10 20 18 -15 16 23 -17 19 21 24 -14 -19 -16 28 26 -26 -27 29 -7
right_child=5 -3 -4 4 -6 6 7 8 11 10 -12 -13 13 14 15 17 -18 22 -20 -21 -22 -23 -24 -25 25 27 -28 -29 -30 -31
leaf_value=0.1013006237825169 0.019995210417756523 -0.10544702133296607 0.10189000094804863 -0.10278605025100312 0.014111825718503269 0.0017273439460699991 -0.079225054453695196 0.058768319306470897 -0.10161097303304326 -0.10993786112905611 0.066931652601519551 -0.0070172436189607727 -0.0035252143456941231 0.11232707270720806 -0.10065500781706936 0.078020172070117466 -0.10422865873771306 -0.045300812854333052 -0.1061342711998053 0.10354162419152822 0.041664072171274914 -0.10621546488387623 0.02439192509135454 0.042431428768280766 0.0072837647801376696 0.073171719276322267 -0.10552402126427525 -0.017027479567343944 0.0135066810542542 -0.012223845469578413
leaf_weight=0.072934843599795185 2.5813141898252061 0.32119734771549702 0.16055638343095779 0.21357186152090435 0.31981926102889702 230.36247146195819 0.59086824629048296 0.78923087409930281 0.27600475644067035 0.3038404057151638 0.23443197613232769 0.26062232608092017 0.48229036766860989 0.2975695026070756 0.072781376864441194 0.7649849280714992 0.5518551576333266 0.67879809689475201 0.64761189572891442 0.20611406257376075 1.7085711930412788 0.41111147653828084 0.71566456201253459 0.43994150100559182 0.95917849071702166 0.9429971229983497 1.0958926923340184 1.645048777305419 10.794542790557896 17.015997600252376
leaf_count=2 18 14 3 154 22 2641 70 28 136 42 22 24 13 7 72 13 258 17 39 2 15 98 45 236 17 9 114 54 112 336
internal_value=0.000928348 -0.0253298 0.00822611 -0.0165763 -0.0326945 0.00103231 0.00085251 -0.0195586 -0.000646325 0.0215963 -0.0329065 -0.0556699 0.00103824 -0.0112211 0.00955195 6.60665e-05 -0.0433764 0.0214826 -0.0530923 -0.0218507 0.00128242 -0.0507796 -0.00953318 0.0221202 0.0010199 -0.0145736 -0.0528724 0.0158381 0.00130034 0.000767707
internal_weight=275.918 1.08808 0.766882 0.606326 0.533391 274.83 272.248 2.455 1.86413 1.3275 0.538272 0.536627 269.793 5.26872 3.5216 3.22403 1.06458 2.15945 1.74713 1.09952 264.525 0.893402 1.39446 0.512723 262.816 4.64312 2.05507 2.58805 258.173 247.378
internal_count=4633 195 181 178 176 4438 4420 322 252 92 64 160 4098 800 648 641 566 75 152 113 3298 111 62 308 3283 194 131 63 3089 2977
is_linear=0
shrinkage=0.1


Tree=906
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 2 2 2 1 1 1 0 0 2 0 2 0 2 2 2 1 1 1 2 2 2 0 0 2 1
split_gain=0.269373 1.82734 3.05667 2.42377 1.06875 0.730873 0.687482 1.29338 1.7139 0.59705 0.782417 0.833129 0.896038 0.494066 2.62572 1.136 0.512329 0.456718 1.9073 1.30149 0.804622 0.43258 2.84866 1.35943 1.21705 1.08158 1.49769 0.877058 0.715477 0.504331
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.37407562650000009 41.600558339100012 42.243697547450004 42.431220712750012 0.34626208795000007 0.36551300860000008 0.36476452800000009 0.48588365620000007 0.48368312325000012 41.444941515100005 0.48911709230000006 38.474425342400004 0.49405706415000006 42.684965421050009 42.720329370750001 42.580420142950011 0.34566330350000002 0.34560342505000002 0.34554354660000003 41.873095646600007 42.055256506450007 40.767054867700004 0.48119816770000007 0.48185683060000012 38.474425342400004 0.34548366815000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -2 -3 9 8 -8 10 11 12 21 14 -13 -16 -17 19 -19 20 -9 22 23 29 -25 27 -27 28 -23 -1
right_child=4 3 -4 -5 -6 -7 7 17 -10 -11 -12 13 -14 -15 15 16 -18 18 -20 -21 -22 25 -24 24 -26 26 -28 -29 -30 -31
leaf_value=0.00022243203615306741 -0.0013696656269962131 0.00080029497811105266 -0.0024939055269540449 -0.00096258001819855745 4.910457444968416e-05 0.0018520811518450064 -0.0026402527002672891 0.00080636815000357707 0.00028157533770973669 0.0010851792707008724 -0.00074680150634676503 0.0019254196035924827 -0.00066329919713134261 0.00011711917936899171 0.00086012959958001916 -0.001520583300368891 -5.8662263767045245e-06 0.001744701383702919 -8.8226921053527256e-06 -0.0015752333297444983 -0.00064176784461260122 0.00041796621936589766 -0.0021527981191003707 -0.0027207431758049837 -0.00016635436530577699 0.0013477848143278153 7.100774806518115e-05 0.00062414827007130802 -0.0016109346972883977 0.0011045093178392146
leaf_weight=44.704146346764901 2.0724503863602868 5.6854039262980205 1.744856242003151 2.2847823940683147 135.89352881758896 4.5913616651669145 1.670745522656943 3.0309473170491383 1.4346333183348177 2.9232632694765917 3.3397836666554204 4.92974901199341 5.0839816578663877 5.3378350771963587 3.3294775579124689 1.6811277531087401 1.7544769551604984 2.5347993075847617 40.306569730435513 2.5474276941167773 2.8737918641418219 0.9679743315136905 2.0802171081304541 1.1011497440340456 2.0562449587305309 7.211230301181784 6.9236152842640877 2.2431597113609314 2.1580625843489543 2.6392063722014418
leaf_count=556 33 32 22 40 2697 31 41 31 7 14 24 38 35 30 27 12 32 60 570 35 22 39 14 32 25 63 27 8 26 10
internal_value=9.20935e-05 0.000144534 8.68184e-05 0.000864088 2.77926e-05 0.0012702 0.000115896 -6.1645e-05 -0.00129042 0.000212029 0.000185861 0.000218927 0.000132296 0.000611425 0.000837039 4.39308e-05 -0.000747055 1.27465e-05 9.49282e-05 -0.000403807 0.000101571 0.000188407 9.58971e-05 0.000188525 -0.0010572 0.000437805 0.000722386 -0.000311379 -0.000982687 0.000271604
internal_weight=307.136 169.17 156.608 12.5615 137.966 10.2768 154.864 54.3989 3.10538 100.465 97.5414 94.2017 77.169 17.0327 11.6948 6.76508 3.4356 51.2935 42.8414 8.45217 5.90474 72.085 52.581 50.5007 3.15739 19.504 14.1348 5.3692 3.12604 47.3434
internal_count=4633 1903 1800 103 2730 63 1778 766 48 1012 998 974 835 139 109 71 44 718 630 88 53 800 637 623 57 163 90 73 65 566
is_linear=0
shrinkage=0.00196078


Tree=907
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 1 0 0 2 1 0 0 2 0 1 2 1 0 2 1 1 0 1 2 0 2 2 2
split_gain=0.418353 1.01849 0.711957 2.39223 0.758561 1.32097 1.22836 0.815764 0.663444 1.18777 0.824354 0.507211 0.442087 1.20699 1.09508 1.98486 0.822945 1.70939 0.939311 1.65268 0.814278 0.74981 1.0777 0.664546 1.42217 0.898984 0.587136 0.527935 0.988347 0.761747
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.3465914194000001 0.34608245260000009 0.35331277505000008 0.35585760905000008 0.48654231910000006 0.48368312325000012 41.257948413050009 0.36476452800000009 0.48104847160000008 0.48389269780000005 42.686561923500008 0.47568935060000012 0.34524415440000006 42.206017975500011 0.34566330350000002 0.48634771415000005 42.720329370750001 0.34584293880000011 0.3459626957000001 0.47774018740000007 0.34518427590000006 44.749265482150008 0.47757552170000012 43.564719632750005 44.131787411600008 43.067541470150012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 8 -6 -8 9 -1 -11 -4 14 21 15 -2 -15 -18 -19 -20 -16 -14 -23 24 27 -26 -17 29 -29 -22
right_child=12 -3 11 -5 6 -7 7 -9 -10 10 -12 -13 13 16 20 26 17 18 19 -21 23 22 -24 -25 25 -27 -28 28 -30 -31
leaf_value=0.00022106971264773974 0.00052316790522670994 0.0009853898992127734 -0.00060152155093851263 0.0017905045144815221 -0.0016531173539016148 0.0011862455539042764 0.0014824297139716237 -0.00070209198577529566 0.0011181848989708172 2.2566492711834434e-05 -0.001453623441241022 6.5569603836854008e-05 0.00029410540007703115 -0.0012483178832641264 0.0015665503057088954 -0.00089574313388133913 -0.0028225664178509842 0.0012816933670679385 -0.0026139494806922702 6.6477119837404046e-05 -0.0001235785799898534 0.0020930197778137381 1.8056671733438922e-06 0.0003378931830384895 -0.0022234253942924791 -9.0388428745789959e-05 -0.0023353993211548589 0.0014027437567351131 -0.00012023334353474515 -0.0025504344972324101
leaf_weight=65.463234000042576 2.5051210436213287 5.6594906381797037 4.5677693982433984 3.8250372800976029 2.1496626932930658 5.4077056124806395 1.2616145047359171 1.371886816803453 2.8026037588715544 2.9577531069517127 2.8615083992481232 107.78160398386706 6.4969440135173482 1.9750090967863787 1.2281939387321497 2.0374356396496296 0.7932257885549906 2.3814057558774939 0.89808976650237937 57.951576772917178 1.6421376078033127 2.7033559530973434 1.4586967583745716 9.7588003260898386 2.1175907208234999 1.1846142327412961 2.3400065249297768 2.0188192894238446 8.6906930947225174 0.71323415056212969
leaf_count=656 51 36 56 46 27 47 16 24 20 15 26 1606 36 15 4 29 26 7 13 1274 30 59 8 58 95 70 48 42 142 51
internal_value=0.000113149 0.000165089 0.000141928 0.00027389 0.000205055 0.000250687 -0.000553312 0.000344433 0.000182398 0.000145606 -0.000703321 3.84478e-05 1.48413e-05 9.94444e-05 -0.000169649 -0.000868756 -2.30076e-06 3.73755e-05 7.4425e-05 2.55718e-05 6.2537e-06 0.000710348 0.0013601 -6.70968e-05 -0.00030857 -0.00145823 -0.00166533 -1.79883e-05 0.000166859 -0.000858459
internal_weight=315.005 206.11 200.45 88.101 84.276 79.4928 4.78316 2.6335 74.0851 71.2825 5.81926 112.349 108.895 74.6583 34.2366 6.88256 63.9993 62.0243 61.2311 58.8497 27.3541 10.659 4.16205 26.1259 16.3671 3.3022 4.37744 13.0649 10.7095 2.35537
internal_count=4633 2575 2539 877 831 764 67 40 717 697 41 1662 2058 1438 620 128 1335 1320 1294 1287 492 103 67 488 430 165 77 265 184 81
is_linear=0
shrinkage=0.00196078


Tree=908
num_leaves=31
num_cat=0
split_feature=1 2 0 1 2 2 0 0 0 1 1 0 2 1 1 2 0 2 1 1 2 2 2 1 0 0 1 2 1 1
split_gain=0.252677 0.396997 0.253641 0.596295 0.883967 0.937513 0.759202 1.72814 0.594697 0.997241 0.61213 0.579603 0.443956 0.376897 0.93418 0.485685 1.27079 1.20051 0.878557 0.716513 0.927681 0.589619 1.4836 0.857993 1.01741 1.59945 1.38804 0.985024 1.06822 1.22004
threshold=0.50056884525000012 48.109449608500007 0.47721625100000004 0.3447651268000001 40.408647214050006 41.289992964000007 0.47568935060000012 0.47396784530000008 0.47673722340000008 0.35799826355000003 0.34512439750000007 0.45995628875000011 43.968221017800005 0.35585760905000008 0.35210023650000005 41.976795488650005 0.48001556840000009 44.026978245600006 0.3453339720000001 0.34545372890000009 42.957059535450007 40.148327922700012 39.571921479100006 0.34608245260000009 0.48265022005000008 0.48588365620000007 0.34479506600000004 40.574766824850009 0.34560342505000002 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 12 -10 -11 -7 14 15 21 17 18 -17 -20 -21 22 -4 24 26 -26 -23 -28 29 -29
right_child=1 -3 13 4 5 8 -8 -9 10 11 -12 -13 -14 -15 -16 16 -18 -19 19 20 -22 23 -24 -25 25 -27 27 28 -30 -31
leaf_value=-1.8518013803162177e-05 -0.0015835392958127134 5.0608706974685168e-05 0.00054295691883745343 -0.0023075581953501344 0.00094034506289493317 -0.0022398107348235285 -0.0011232290688348071 0.0013578838910042672 0.00062047134842954904 -0.0013455159357007235 -0.00070131708490790408 0.00094730917944257985 -0.00045516008919904287 7.0780472452508874e-05 0.0012465649586469924 -0.0024231459186102393 0.00020673950508364613 0.00050495478874464778 0.00013500088016648313 -0.0023397189459577316 -7.4510515372148418e-06 0.0013202457097938409 -0.00085017735843377672 0.0010070092510531738 -0.00083990932139678257 0.00063622218314394877 0.00093257872555974433 -0.0011203255671166617 0.00069751410213068432 0.00014694449388693163
leaf_weight=20.340820803387039 0.87361408948538555 1.6531211709952911 6.3714258372783643 0.85753754661163739 2.1089963819831601 2.0164132455247441 1.7350834581302468 4.2377466689795247 2.6256254911422729 0.67008556929067697 2.7661831239238381 1.1536949090659616 0.72989977430552233 164.29454522490505 3.3067478239536277 1.4610034038778374 30.785368796437979 2.5442627035081387 2.215656878426671 1.5764257060363891 1.1226442353799937 5.9074483737349501 5.4552622474730015 7.3308727126568547 6.6830329820513708 4.8850535601377487 6.4717881307005909 4.3492124076001373 6.5759395137429228 8.8927997052669507
leaf_count=521 517 95 34 88 82 89 14 23 17 93 34 9 10 2319 39 26 215 16 18 33 14 23 34 65 38 37 37 28 24 41
internal_value=0.000103148 -0.000514395 0.00010819 -3.91159e-05 -0.000383944 -0.000247287 0.000130305 0.000218796 -0.000498716 -0.00101908 -5.76515e-05 0.000104889 -0.0017655 0.000129581 0.000220775 0.000187724 1.79175e-05 -0.000633759 -0.00108817 -0.000691319 -0.00136964 0.000294874 -9.96501e-05 0.000386191 0.000282201 -0.000216558 0.000461399 0.000268412 5.15202e-05 -0.000269278
internal_weight=311.998 2.52674 309.472 39.2421 12.9284 12.0709 26.3137 24.5786 9.9619 4.57009 5.39181 1.82378 2.74631 270.229 105.935 102.628 39.7054 8.91999 6.37573 4.91473 2.69907 62.9228 11.8267 51.0961 43.7653 11.5681 32.1972 26.2897 19.818 13.242
internal_count=4633 612 4021 980 422 334 558 544 252 201 51 102 99 3041 722 683 322 107 91 65 47 361 68 293 228 75 153 130 93 69
is_linear=0
shrinkage=0.00196078


Tree=909
num_leaves=31
num_cat=0
split_feature=2 2 0 1 1 1 0 1 1 1 1 0 0 2 2 0 2 1 2 0 0 0 1 1 0 2 1 2 2 0
split_gain=0.409243 1.03919 0.588296 0.643347 0.504286 0.409645 2.32775 0.829599 1.27924 1.11699 0.537944 0.484744 0.856073 0.461171 2.26629 0.354075 0.669113 0.353809 0.328933 0.316133 0.497786 0.587913 1.10399 1.00003 1.11642 0.637887 0.452834 0.60699 0.644071 0.309322
threshold=42.081757894750005 42.027798546600003 0.57927906350000014 0.47447681205000009 0.47941678395000004 0.3584174126500001 0.49194634890000005 0.3465914194000001 0.34608245260000009 0.35331277505000008 0.36476452800000009 0.48654231910000006 0.48368312325000012 41.835830569250014 41.600558339100012 0.48032993025000009 40.542362378300005 0.34569324270000007 37.345948426100009 0.56685428580000019 0.56345618395000019 0.55788748840000013 0.4289991317500001 0.43121463430000007 0.54986377655000018 40.858951393400005 0.43837010870000009 39.476991512000005 39.427119987250002 0.48104847160000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 5 -4 -5 6 7 8 11 -9 -7 12 15 14 19 -1 -17 -18 -6 20 21 22 -12 -24 -25 -23 -21 28 -28 -2
right_child=29 -3 3 4 18 10 -8 9 -10 -11 13 -13 -14 -15 -16 16 17 -19 -20 26 -22 25 23 24 -26 -27 27 -29 -30 -31
leaf_value=9.3378991131348095e-05 -0.00014633429834850871 0.00099185333846916047 -0.0020244853817899485 0.0016408497570393902 0.00064661441837980758 -0.00060834231504801122 0.0017764612939250909 -0.0017111910473794935 0.0011674635365440322 0.00025427049254896702 0.00012847380303682469 0.0010106717686838742 -0.00062245280874279843 0.00080339346705980035 -0.0019413562311718906 0.00095152116557350617 -0.00010015898119493212 0.00052611244453758135 -0.0020498703096566619 0.0011702435166723478 -0.00072795666288316522 0.00016383608893129619 -0.0024037517851381801 0.00068807800350657628 -0.0013470095794325589 0.0015054953314570861 7.9276975373623562e-05 -0.00054086124097545174 0.0021432865204444288 8.2779934669216686e-05
leaf_weight=42.51959169458496 32.945218361091975 5.6393550951033822 1.0066563055988802 0.4864294679064185 0.29481743691553675 4.3119581128412383 3.68470574915409 2.0334828433260546 5.2231253497302523 2.4523574933955388 78.087747263663914 2.4949172362685195 5.3467047959566107 3.4492641901597372 2.1000913218595079 6.095310844480994 7.9237795397639257 6.1678042188286781 0.42416847305503325 2.5751043045893303 2.8052025211509308 3.250628816895186 1.1614477457478631 2.0411787293851376 2.1053467880847165 2.3455381505191326 1.5905314480933159 2.4359321179508697 0.9160170555114745 72.533565043697308
leaf_count=571 620 36 180 14 186 56 46 27 47 40 629 20 41 35 38 28 35 22 222 35 48 41 42 14 29 9 50 30 4 1438
internal_value=0.000110125 0.000162036 0.000138078 -0.000867359 9.89705e-05 0.000149595 0.000252585 0.000182622 0.000231128 -0.000636696 7.04092e-05 0.000161805 0.000130685 9.83191e-05 7.43385e-05 0.000194901 0.000408737 0.000173956 -0.000944187 0.000116962 8.53041e-05 0.00011094 6.96554e-05 -0.000795645 -0.000345212 0.00072617 0.000503536 0.000156172 0.000833568 1.12184e-05
internal_weight=306.448 200.969 195.33 2.21207 1.20542 193.118 83.9418 80.2571 75.7712 4.48584 109.176 70.5481 68.0532 104.864 101.415 62.7065 20.1869 14.0916 0.718986 99.3147 91.7971 88.9919 83.3957 5.30797 4.14653 5.59617 7.51758 4.94248 2.50655 105.479
internal_count=4633 2575 2539 602 422 1937 877 831 764 67 1060 717 697 1004 969 656 85 57 408 931 812 764 714 85 43 50 119 84 54 2058
is_linear=0
shrinkage=0.00196078


Tree=910
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 1 2 1 2 0 2 1 2 0 1 1 2 0 2 1 1 0 2 2 2 2 0 2 1 0
split_gain=0.524148 1.77841 2.0124 1.70919 1.30874 1.14766 0.713892 1.49399 0.71603 0.733174 0.785795 1.67046 1.317 1.22144 1.91321 1.3896 0.968002 2.29054 0.95324 0.922436 0.968365 1.08265 0.712257 1.03001 0.706431 0.65559 0.958677 0.695391 0.645361 0.640854
threshold=0.37227927305000003 0.50291907430000016 0.50101793360000013 0.5054040298000001 0.5116313883000001 0.37407562650000009 38.621016321050007 0.36265381275000008 38.983591653800012 0.48077901860000011 40.165165956550005 0.34422622080000004 41.873095646600007 0.47697673720000006 0.32467590790000006 0.34548366815000003 42.686561923500008 0.47774018740000007 39.656620114300004 0.34626208795000007 0.34479506600000004 0.47736594710000008 40.518963363600001 40.94178426300001 42.720329370750001 41.319407281650008 0.48588365620000007 41.741384785950011 0.3453339720000001 0.47604862130000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 -2 29 8 -8 10 11 -10 13 14 -12 -16 17 19 -13 20 -14 -22 -15 -24 -18 26 -11 -27 -25 -1
right_child=5 3 -4 4 -6 -7 7 -9 9 25 12 18 16 22 15 -17 24 -19 -20 -21 21 -23 23 28 -26 27 -28 -29 -30 -31
leaf_value=-1.6863987188822808e-05 -0.0013561758793079895 0.0015919237171977015 -0.0018840402859821239 0.00085518792999516105 -0.00096606612064109284 5.7703238415129462e-05 -0.0010265628506555616 -0.0015253628141539931 0.00081386934851010342 0.00034419281906241804 0.0011042302018018551 -0.0003627488166388726 0.00046985823087139061 0.0012669697151540286 -0.0025267338458870815 0.00012767244323795522 0.0015046623182178832 -0.0023521553007169269 -0.0017975174000676635 0.001332709414889153 -0.0023032247479869306 0.00017227648062021825 -0.00041929007998935559 0.00033960196973605147 -3.798976914117953e-05 -0.00030893921897521176 0.0012982743435520638 0.0003004014534566217 0.0011521029724592857 0.00079369551216673315
leaf_weight=5.4737836849690238 2.2430415600538245 6.6165101733058673 1.8673597369343031 4.0641011754050851 2.4203615628648549 138.27591872628977 1.9871234549209464 2.0966768515645517 2.7575418809428793 15.190107434988024 1.8337349796929654 4.147963551688008 2.2314145975396951 4.7177856266498592 1.8179765824461358 1.300798689946532 1.1994266659021402 2.4037199488375336 3.1190110536990687 1.350492106284946 1.6168700451962652 1.1712863892316816 4.391908383928242 9.7187573080882412 23.543417156091891 9.0498259514570218 5.5207484550774089 35.238541399361566 6.1285934150218955 11.909461273578925
leaf_count=233 33 42 21 21 40 2697 17 27 20 65 43 28 55 17 108 16 4 49 25 16 43 6 36 44 469 53 59 226 41 79
internal_value=0.000124307 0.000195956 0.00013969 0.000890798 0.000175395 3.51341e-05 0.000163321 0.000117569 0.000142098 0.000158871 2.46431e-05 -0.000485496 0.000105271 0.000404369 -0.000485128 -0.00141962 -0.000161638 -0.000721227 -0.000978557 -0.000105802 -0.000492827 -0.00126328 0.000580882 0.000420954 3.67914e-05 0.000310552 0.000598516 0.00017589 0.000653818 0.00053846
internal_weight=315.404 174.885 161.784 13.101 6.48446 140.519 159.917 142.534 140.437 138.45 73.4507 10.0245 63.4262 29.9096 4.95251 3.11878 33.5166 8.77378 7.26697 6.37006 5.01957 2.78816 24.957 20.2393 24.7428 64.9992 20.7109 44.2884 15.8474 17.3832
internal_count=4633 1903 1800 103 61 2730 1779 1467 1440 1423 1020 73 947 305 167 124 642 169 53 120 104 49 138 121 473 403 124 279 85 312
is_linear=0
shrinkage=0.00196078


Tree=911
num_leaves=31
num_cat=0
split_feature=0 0 1 2 1 1 0 1 0 0 1 2 0 1 1 2 2 2 1 2 0 2 2 0 1 0 2 1 0 2
split_gain=0.0768599 0.966853 0.608084 0.963004 0.775492 1.11726 0.8772 0.798503 0.512084 0.813415 0.697686 0.795351 1.76922 0.584571 1.3484 0.471734 0.867382 1.24302 0.44726 0.442993 1.39174 0.82634 0.742421 0.421308 1.91735 1.95882 1.68296 0.581344 0.545118 0.454149
threshold=0.51657136015000005 0.5195503128500002 0.38045268105000002 36.654713368950006 0.38906020780000011 0.39019789825000006 0.5218855723000001 0.38723391515000005 0.52252926560000013 0.52324780695000006 0.39394030120000006 35.887362732750006 0.52769378160000013 0.39563186730000005 0.39995808510000008 36.558960102350007 43.61821939175001 43.663128814500006 0.40115565405000009 41.835830569250014 0.53634621715000008 42.081757894750005 41.600558339100012 0.50291907430000016 0.37227927305000003 0.5116313883000001 43.813842866750008 0.37977904855000005 0.5054040298000001 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=23 -2 3 -3 7 -6 -7 -4 -8 -10 11 -11 -13 -12 15 -15 -17 -18 -16 20 -20 -21 -22 -1 28 26 -26 -27 29 -25
right_child=1 2 4 -5 5 6 8 -9 9 10 13 12 -14 14 18 16 17 -19 19 21 22 -23 -24 24 25 27 -28 -29 -30 -31
leaf_value=0.00083477663214613922 -0.062260753915315326 0.02274721001501705 -0.0077577328357748727 -0.11675820901021193 -0.058752536696684836 0.088345170488791647 -0.065671908267456489 0.061578328389122278 0.048655806062956886 0.054223494758757068 0.03488836561086598 -0.11818107606823532 0.003226865409674793 0.0099938085737956393 0.04503129635364797 -0.10944407315940369 0.11726115744643671 -0.076194218658231824 -0.11614771283203894 0.051817480237413539 -5.5167232062913545e-05 0.0040258362122390584 -0.080918880634091542 0.043773795624493975 -0.12010396305523784 -0.017615292589048412 0.032733921561097105 0.048848556194590026 0.022619922295103765 0.10404842026002181
leaf_weight=145.77918576499403 2.4987843803683054 0.89929359033703704 2.7578281343448898 1.1001582628814501 3.1957607375225043 1.1448957236716513 1.1625040032595269 4.1760923685505986 3.4673069218988521 0.85947249596938391 4.9590323424781664 2.1408783863298595 2.7319990913383663 0.94280631002038617 2.4118796002585432 2.1790814851410691 0.50412288494408108 0.9735445793485269 1.0975503472145636 4.2098161019457647 43.507738413644717 25.730457068420947 1.1658080795205013 2.8313425052911061 2.4530650516971932 2.2635794151574373 1.0200484130764378 3.1437688758596778 4.5190091507975012 2.2382636442780495
leaf_count=1868 34 7 25 33 28 9 11 24 26 5 48 69 45 13 12 105 2 109 26 61 998 828 56 19 55 20 21 25 28 23
internal_value=0.0012535 -0.00074371 0.000637179 -0.0540128 0.00163674 -0.00055513 0.00131993 0.0340013 0.000303703 0.00109536 -0.000669967 -0.0344696 -0.0501132 0.00153974 -0.000459427 -0.0530768 -0.0693381 -0.0101947 0.00263846 0.00128798 -0.00489859 0.0107457 -0.0021654 0.00263748 0.0168665 -0.0166137 -0.0752157 0.021026 0.0478741 0.0703854
internal_weight=278.065 113.817 111.318 1.99945 109.319 102.385 99.1889 6.93392 98.044 96.8815 93.4142 5.73235 4.87288 87.6818 82.7228 4.59956 3.65675 1.47767 78.1232 75.7114 45.7711 29.9403 44.6735 164.248 18.4691 8.88046 3.47311 5.40735 9.58862 5.06961
internal_count=4633 2574 2540 40 2500 2451 2423 49 2414 2403 2377 119 114 2258 2210 229 216 111 1981 1969 1080 889 1054 2059 191 121 76 45 70 42
is_linear=0
shrinkage=0.1


Tree=912
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 1 1 2 2 2 1 2 0 1 2 2 0 2 0 0 2 1 1 2 2 2 0 0 2
split_gain=0.395128 1.5222 3.01217 1.42451 1.26862 1.05789 0.736324 1.45851 0.704097 1.2327 1.8364 1.35433 1.54925 0.823646 0.819396 1.38851 1.11601 2.50799 1.91827 1.06841 0.975397 0.917593 0.870463 2.0954 1.68252 1.1526 1.58623 3.00854 1.07832 0.893812
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5054040298000001 0.5116313883000001 0.37407562650000009 0.36551300860000008 0.36510882910000009 38.621016321050007 40.148327922700012 40.574766824850009 0.34569324270000007 39.656620114300004 0.47868327295000007 0.34569324270000007 42.206017975500011 42.684965421050009 0.48911709230000006 42.720329370750001 0.48119816770000007 0.47774018740000007 43.219899330700009 0.34545372890000009 0.34542378970000004 40.94178426300001 41.067148236900003 42.477827694800006 0.47820424540000012 0.47787491390000009 41.873095646600007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -3 -5 -2 7 8 -1 11 -11 12 13 -10 22 19 17 -17 -18 -16 -20 -22 23 24 28 -24 27 -27 -12 -26
right_child=5 3 -4 4 -6 -7 -8 -9 9 10 14 -13 -14 -15 15 16 18 -19 20 -21 21 -23 25 -25 29 26 -28 -29 -30 -31
leaf_value=0.00055370797351871244 -0.001369497285385072 0.0014890853848017272 -0.0023898788258444274 0.00084329132560809108 -0.00094907585202636446 4.4337104091414191e-05 0.0010682552349034972 -0.0015989686832951851 -0.00022547000757460248 0.00083537704091198571 0.0003461639776825414 -0.0014408781067278792 -0.00098884458216916531 0.00099967369314191731 0.001345243906036059 -0.0021837589114789362 0.0020427551453913047 0.00030962695434438343 -0.0013719711836152561 0.0003707661675694773 -0.0006104959195399384 0.00062528905992553297 0.0006340818123869382 0.0018400337038742248 0.0003485588629134177 -0.00010143409618147255 -2.6617852959667435e-05 -0.0032027785758215917 -0.0023807275060990052 -0.0001693067614489389
leaf_weight=14.492987613544754 2.0648181829601517 6.2006623856723291 1.8294157306663681 4.0720421066507697 2.4208173759980127 139.58324967097474 3.2223580572754136 1.8720796834677447 4.106071514310317 14.044399889418854 0.80045406043427592 3.7211776519543482 4.8238466745242468 4.3392741829156876 6.1325457505881813 2.6856504920870092 1.9657815098762501 3.671033538877964 1.8133014291524876 14.681483414024113 3.5678167548030597 6.5528682395815849 2.5843966528773299 2.4174846000969401 22.361458319472149 2.4356441497802717 4.6486026486381888 2.3754458148032427 1.8371737264096735 30.010006033679019
leaf_count=292 33 42 22 21 40 2697 15 13 30 98 67 36 34 19 56 33 58 17 113 73 25 33 10 24 156 14 47 29 13 473
internal_value=0.000100783 0.00016291 0.000111976 0.000816928 0.00017502 2.37275e-05 0.000140375 0.000121444 0.000142081 9.99433e-05 0.00016751 -0.000395503 -0.00010234 0.000404017 8.26564e-05 0.000302215 -6.32416e-05 -0.00074381 0.000247998 0.000657882 -4.76369e-05 0.000189641 -4.71448e-05 5.33711e-05 -2.51474e-05 -0.000526408 -0.000843454 -0.0016327 -0.00155318 5.18104e-05
internal_weight=317.334 175.686 162.993 12.6935 6.49286 141.648 161.163 157.941 156.069 141.576 124.586 16.9904 13.2692 8.44535 110.541 41.0705 20.2565 6.35668 13.8998 20.814 11.934 10.1207 69.4707 57.4266 55.0091 12.0441 9.45969 4.81109 2.63763 52.3715
internal_count=4633 1903 1800 103 61 2730 1778 1763 1750 1458 1339 119 83 49 1241 408 279 50 229 129 171 58 833 733 709 100 90 43 80 629
is_linear=0
shrinkage=0.00196078


Tree=913
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 1 0 2 1 1 0 0 1 1 1 0 1 2 2 1 1 2 2 2 2 2 2 2 1 0
split_gain=0.223352 1.02466 0.611472 1.36567 0.52517 1.87645 2.52404 1.4743 0.984224 2.59444 0.531913 0.499447 0.48453 1.26259 1.11299 0.936358 0.950057 0.966723 1.46871 0.599833 1.56421 0.649438 0.880387 1.22999 0.576568 0.513775 0.486976 0.484289 0.841561 0.817397
threshold=0.51657136015000005 0.37644082515000005 0.38512319990000005 0.5116313883000001 0.50291907430000016 0.37227927305000003 0.5132031975000001 43.111435027700004 0.37323732825000006 0.36618664115000005 0.5054040298000001 0.5195503128500002 0.38906020780000011 0.39019789825000006 0.38723391515000005 0.52324780695000006 0.39394030120000006 47.74983977685001 38.324118171300007 0.39563186730000005 0.39995808510000008 36.558960102350007 43.61821939175001 43.663128814500006 39.117456157700005 49.960114208400007 37.232443001650005 35.771221912400001 0.36476452800000009 0.49877249185000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 4 -4 8 10 7 -7 9 27 -6 -3 14 -14 -13 24 17 18 -17 -18 21 -21 -23 -24 -15 -25 -22 29 -29 -1
right_child=1 11 3 -5 5 6 -8 -9 -10 -11 -12 12 13 15 -16 16 19 -19 -20 20 26 22 23 25 -26 -27 -28 28 -30 -31
leaf_value=6.4446448951668213e-05 -0.0016571570744137536 -0.00083954302017888308 -0.0021693553443423628 0.0012642168934056694 0.0014467528034792199 -0.0021003028605823984 0.00083059868730269077 0.00043027198456293007 0.0013003059421128136 -0.0022034382241514442 0.00055957161661791377 -0.00019302079303019917 -0.0011138148754479776 0.00015151167059391531 0.0011998665557039591 -9.6638086668149645e-05 0.00072498167112174832 0.00088833972810472444 -0.0022370931031848768 0.00038056526656392639 -0.00078868779469630371 -0.0021370749756591959 0.0022385938862203416 -0.0021822557828638008 0.0013489175655042251 0.00076234586007518478 0.00013858041029157011 0.00014747387855305476 -0.00070525028972861635 0.0016862450011817455
leaf_weight=2.8346525690631088 1.3348384835990135 2.2798958519415455 1.241264552285428 0.69457433372735966 5.6090445108711737 2.826227053999899 4.3823603829368949 1.2887460952624676 2.7360920757055274 1.8355289051687567 4.8403779433574528 4.2541907154954952 3.4605675081256768 2.7517490063328287 4.5800729487091303 2.6737417348194858 5.4284128797007716 1.1844018164556471 2.2864606704097241 1.0341619988903392 2.2338678391623707 2.3472317052073777 0.51698197424411763 0.85313942108768948 3.5285949756944319 0.31080890959128737 86.279437755441904 147.55736489797891 4.5880261957645407 2.0653638485819101
leaf_count=143 38 25 72 8 42 52 25 16 15 23 28 36 28 19 24 26 48 14 79 13 383 105 2 101 27 8 1598 1595 28 12
internal_value=0.000114771 5.17471e-05 0.000158746 -0.000937398 0.000170498 0.000479343 -0.000204939 -0.00130777 0.000134292 0.000114212 0.00103579 6.98506e-05 8.66082e-05 5.25824e-05 0.000529114 8.88064e-05 4.48784e-05 -0.000703261 -0.0010833 9.1311e-05 5.45512e-05 -0.0010055 -0.00136135 -0.000278127 0.000824271 -0.00139596 0.000115178 0.0001413 0.00012176 0.000748037
internal_weight=309.838 127.339 182.5 1.93584 180.564 18.9468 8.49733 4.11497 161.617 158.881 10.4494 126.004 123.724 114.89 8.83426 111.429 105.149 6.1446 4.9602 99.004 93.5756 5.06232 4.02816 1.68093 6.28034 1.16395 88.5133 157.045 152.145 4.90002
internal_count=4633 2574 2059 80 1979 163 93 68 1816 1801 70 2536 2511 2451 60 2423 2377 119 105 2258 2210 229 216 111 46 109 1981 1778 1623 155
is_linear=0
shrinkage=0.00196078


Tree=914
num_leaves=31
num_cat=0
split_feature=1 0 1 1 0 2 2 2 0 2 1 1 1 0 0 0 1 2 1 0 2 2 2 1 2 2 1 2 0 2
split_gain=0.468212 1.28402 0.760686 2.15981 0.943325 1.04528 0.848016 2.29654 0.869681 0.83591 0.51303 0.488856 0.91553 0.410176 0.595885 0.430586 1.32478 1.39304 2.47954 1.18353 0.88767 1.51064 0.864684 2.18089 2.41752 1.52881 0.792831 0.760945 1.25902 1.22485
threshold=0.39078171310000004 0.53146612375000013 0.39431454150000006 0.39563186730000005 0.52252926560000013 38.324118171300007 43.968221017800005 44.202975721700007 0.5132031975000001 36.654713368950006 0.39170982905000007 0.39019789825000006 0.38976377950000002 0.47721625100000004 0.47709649410000005 0.50913146310000013 0.37820723930000005 37.892416320650007 0.36166581840000006 0.50291907430000016 38.110427674550003 40.250747516500006 38.621016321050007 0.35585760905000008 40.679780036550007 37.041406607950009 0.37043801085000005 41.976795488650005 0.48001556840000009 44.026978245600006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 4 -4 -2 -6 8 -8 -5 -10 -3 12 13 14 -1 19 17 -17 -19 22 -18 -22 25 27 -25 -15 -21 -24 29 -29
right_child=1 10 3 6 5 -7 7 -9 9 -11 -12 -13 -14 15 -16 16 20 18 -20 26 21 -23 23 24 -26 -27 -28 28 -30 -31
leaf_value=3.8716662109897068e-05 0.00084597667228474276 0.001558129108301989 0.0010946883523662481 0.00038819222277161928 -0.00030568593583764358 -0.0023539693988822667 0.0016679977403313681 -0.002039376687487555 -7.9643598130715417e-05 -0.0021789875396001279 7.8544886727891715e-05 0.00066852756803914841 -0.001157980424554138 0.00018782882906400198 -0.00098879639281145102 0.00077066799449858727 -0.00043564378271291753 0.00045467992836869761 -0.0023406721610339403 0.0011782724002322254 0.0013066913206277702 -0.0001354742983219355 0.00033346760988635046 -0.0028253059495142495 -0.0001885695762212098 0.0015648562579530267 7.7218166408839919e-05 -0.0010911431660779803 0.00017667608700321731 0.00050500092522790647
leaf_weight=34.262318804125243 0.75387981039238994 0.90956574678420921 3.3120128989685309 0.97150437714299176 1.5834343316964803 2.4246443416923285 1.5178063306957486 1.1137931226840008 0.95712747471407045 3.0622585630044341 95.640814208716847 7.1671112179756156 2.0448016503360114 9.2256079465150815 2.3166610300540915 1.7071026228368307 4.8605821412056711 1.974672737997025 3.1922173905186355 8.1656126864254457 5.4525294452905637 5.7239645323716104 63.561208969913423 1.9152631480246771 4.427066455129534 4.6682608090341082 3.6329929884523144 6.6511410232633335 31.462965380400419 2.5597877443069592
leaf_count=956 19 3 18 27 20 75 11 172 15 122 1981 39 16 60 17 9 39 14 77 50 26 50 364 25 44 30 30 91 217 16
internal_value=0.000109722 7.92596e-06 -0.000512195 -0.00022734 -0.00116629 -0.00154477 -0.000801768 9.88957e-05 -0.00127667 -0.00167908 9.24835e-05 0.000165468 0.00014724 0.000160874 -2.63589e-05 0.000203899 -4.48098e-05 -0.000764982 -0.00127235 0.000245715 0.000263879 0.000568096 0.000189455 0.000131525 -0.000984814 0.000650502 0.000839239 0.00019945 -9.97933e-06 -0.000647562
internal_weight=317.219 112.247 15.6965 10.9345 4.76196 4.00808 7.62249 2.6316 4.99089 4.01939 96.5504 204.972 197.805 195.76 36.579 159.181 22.9111 6.87399 5.16689 136.27 16.0371 11.1765 124.471 110.577 6.34233 13.8939 11.7986 104.235 40.6739 9.21093
internal_count=4633 2463 479 365 114 95 347 183 164 137 1984 2170 2131 2115 973 1142 215 100 91 927 115 76 847 757 69 90 80 688 324 107
is_linear=0
shrinkage=0.00196078


Tree=915
num_leaves=31
num_cat=0
split_feature=2 2 0 2 2 0 1 1 1 1 1 1 1 0 0 0 1 2 2 0 0 1 1 0 0 0 1 1 1 1
split_gain=0.0886208 0.286123 0.463901 0.632239 0.279237 0.74268 2.16133 0.61586 1.07909 0.732063 0.917019 0.980555 1.45896 0.647745 0.962503 1.40152 0.623896 1.05787 0.439855 0.362684 0.351096 0.391558 0.388386 0.47016 0.297718 1.24224 0.911747 0.903087 0.835407 0.792248
threshold=42.243697547450004 42.027798546600003 0.48320409570000006 42.081757894750005 42.982930821650008 0.56579144335000009 0.42111014640000005 0.34584293880000011 0.3459626957000001 0.34560342505000002 0.34542378970000004 0.34515433670000012 0.3453339720000001 0.49588335680000006 0.52507409960000018 0.53866650695000018 0.3447052483500001 42.580420142950011 42.455548714850003 0.48265022005000008 0.56859076075000015 0.45051046375000009 0.46112391845000006 0.59751205050000011 0.55788748840000013 0.54191491270000014 0.41861022125000008 0.44844465735000011 0.42473279245000012 0.41347564445000012
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 19 10 11 16 -13 -10 -15 18 17 -2 -16 -9 -7 -22 -23 -24 25 26 29 -26 -27 -6
right_child=4 2 3 -5 24 20 -8 8 13 -11 -12 12 -14 14 15 -17 -18 -19 -20 -21 21 22 23 -25 27 28 -28 -29 -30 -31
leaf_value=0.0016949500639862163 0.036367164640479566 -0.0079177205910973703 0.062005111200738754 -0.0052857519634892545 0.0015671822300361287 0.082976492549128505 -0.1093073292154626 0.018436346104468981 -0.033487738933000159 -0.076476871710839556 0.056888255542735446 -0.1366086294530563 -0.008526189613971424 0.042817350811843805 -0.029596472927194941 0.035318787184338854 0.038576204802436287 -0.15517572506496957 -0.12837163856890385 0.10310000478033486 -0.046175313910037062 0.060251261675925344 -0.11110142223984097 0.048292877306809312 -0.080181329891337513 0.012169846849061654 -0.082587123944734248 0.0011680179492863164 0.10833933473138008 0.078741103828548084
leaf_weight=177.72903053979604 0.63727854537865469 3.8225635619965015 3.7164236499229446 2.236544341998524 42.182277883430743 0.97884178161620994 2.2116837034700429 0.80218276195228044 4.8081463830312705 2.1711100907996288 1.5983279573265461 1.5585335351061078 2.0712007936090231 4.6682564467191678 0.77497313823550973 1.8909254120662806 2.4583697495982051 0.52659523775218986 1.0778667537961153 1.3703120350837705 0.79849560558795962 1.7354291286319496 0.34714094963419473 0.39633279749978101 1.6629519585403594 1.7267596911406138 1.2509989401551127 7.6075854130649532 1.8941054865717886 1.3735238665249188
leaf_count=2539 20 40 28 36 770 3 34 7 48 29 15 32 15 30 16 9 28 21 29 58 9 9 12 60 102 48 107 445 14 20
internal_value=0.00137032 0.00261109 0.0192674 0.0367238 -0.00119811 -0.00855293 -0.014348 -0.0063969 0.00652377 -0.0244421 -0.0116772 -0.0267889 -0.0635222 -0.00420951 0.0125254 -0.025247 0.0100203 -0.0502965 -0.0870577 0.0718384 0.0304222 0.0147261 0.0343434 -0.0261311 0.00299337 0.00613625 0.00158332 -0.0134245 0.0624769 0.00400085
internal_weight=278.085 187.505 9.77553 5.95297 90.5802 32.882 28.6258 26.4141 15.3927 11.0214 8.85031 7.25198 3.62973 13.2202 8.41202 3.74377 3.62224 1.16387 1.85284 2.17249 4.25624 3.2774 2.4789 0.743474 57.6982 48.4277 44.8068 9.27054 3.62087 43.5558
internal_count=4633 2643 104 64 1990 484 391 357 197 160 131 116 47 132 84 54 69 41 45 65 93 90 81 72 1506 959 897 547 62 790
is_linear=0
shrinkage=0.1


Tree=916
num_leaves=31
num_cat=0
split_feature=1 0 1 1 1 1 1 2 2 0 0 2 2 2 0 0 2 2 0 0 2 2 2 1 1 1 2 1 0 2
split_gain=0.0912785 0.680257 0.456768 0.291715 0.374799 0.874861 0.61478 0.534741 0.386715 0.65741 1.98938 1.58211 1.4143 1.20276 0.864514 0.810977 1.01102 0.351985 0.281305 0.24745 0.485262 0.372807 0.797629 0.717011 0.521741 1.24879 1.63745 0.979863 0.656895 0.591824
threshold=0.35585760905000008 0.49820364660000011 0.35696536035000009 0.3584174126500001 0.36880632320000012 0.37227927305000003 0.37407562650000009 35.476804824450006 36.257608591500009 0.49820364660000011 0.50035927070000008 37.041406607950009 43.022303514600004 37.817254840650008 0.49194634890000005 0.48735067810000005 42.123054668150012 42.283941020600004 0.50452082270000009 0.47938684470000009 39.571921479100006 40.250747516500006 41.257948413050009 0.34488488370000009 0.34527409360000011 0.34569324270000007 42.477827694800006 0.34587287805000005 0.48271009850000007 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 19 -2 -4 7 18 -7 -5 -9 13 -11 -12 -13 -10 15 16 -15 -18 -6 -1 -21 -22 -23 -24 29 26 -26 28 -27 -25
right_child=2 -3 3 4 5 6 -8 8 9 10 11 12 -14 14 -16 -17 17 -19 -20 20 21 22 23 24 25 27 -28 -29 -30 -31
leaf_value=-0.0029039664001727274 -0.059992710000416651 0.053670960226706012 0.038361980662638372 0.021238268756365072 0.013590019276901056 -0.060861837190236828 0.00034273390981092366 -0.067520624142435828 0.10748186258256692 -0.12953545880369671 0.047887885837925526 -0.15382673360238208 0.011413291905197529 -0.15563821740064684 -0.13604330451128452 0.11250589556242918 0.10426774373742442 -0.011589600812503688 0.058196342194135497 0.038167120748839933 -0.020153300158821188 0.028380353697751215 -0.038464785491820974 -0.0001745166152727731 -0.095245814072110579 0.066121535662470698 -0.0051793726025990416 -0.001191341394655338 0.0022619026172681564 0.054426394269883077
leaf_weight=54.953836998952283 1.2774981889378967 2.6147164762951425 1.9621195069703379 3.1905216392478897 2.453680643811821 1.6635889094322909 121.75608656381871 1.8013417124748219 1.0324097275733932 1.7094068080186842 2.6321175098419189 1.0078941062092783 1.065627315896563 0.44829824398038987 0.51210850290954102 0.55992501229047764 0.3461988866329192 1.0810992134647675 3.3359180469997227 4.4067685212939969 5.8741750307381144 12.832137554883955 4.3363642431795588 3.9369218163192263 2.8517231401056033 4.3841307424008873 6.9091096539050341 19.252135384827852 2.5463979169726372 4.0042394697666168
leaf_count=1036 16 43 35 34 25 33 2697 9 6 13 9 18 23 19 11 3 3 92 25 28 30 82 27 27 32 71 51 108 12 15
internal_value=0.00123964 0.00318459 -0.000456222 6.27373e-05 -0.00045697 0.00129994 -0.00048225 -0.0152103 -0.0247451 -0.0173326 -0.037141 -0.00357703 -0.0689063 0.0145945 -0.0179393 0.00689396 -0.0246345 0.0165122 0.0392918 0.0021393 0.00602449 0.00390809 0.00622314 0.000326863 0.00415997 -0.000965133 -0.0314932 0.0104156 0.0426584 0.0273574
internal_weight=276.738 128.903 147.836 146.558 144.596 129.209 123.42 15.3869 12.1964 10.3951 6.41505 4.70564 2.07352 3.98004 2.94763 2.43552 1.8756 1.4273 5.7896 126.288 71.3341 66.9273 61.0532 48.221 43.8847 35.9435 9.76083 26.1827 6.93053 7.94116
internal_count=4633 1562 3071 3055 3020 2780 2730 240 206 197 63 50 41 134 128 117 114 95 50 1519 483 455 425 343 316 274 83 191 83 42
is_linear=0
shrinkage=0.1


Tree=917
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 2 1 1 1 1 0 2 2 2 1 2 2 0 0 2 2 2 2 0 2 2 2 2
split_gain=0.318885 1.06414 0.551203 2.12535 0.780563 1.22072 1.11521 0.598683 1.83796 2.18649 1.86621 1.19182 2.67949 0.70264 0.81079 1.1118 0.65884 0.59857 0.532859 0.664744 1.36294 0.577729 0.431843 1.41582 0.643757 0.401862 0.645731 0.396852 0.305807 1.52006
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.3465914194000001 0.34608245260000009 0.35331277505000008 41.184662530950007 0.41917906650000009 0.40115565405000009 0.42926858475000007 0.39431454150000006 0.5054040298000001 41.11191809080001 40.94178426300001 40.858951393400005 0.44618424600000006 41.741384785950011 41.909642283050012 0.48654231910000006 0.48368312325000012 41.16018805045001 41.741384785950011 41.600558339100012 41.529896397300007 0.48032993025000009 40.542362378300005 41.808689985400001 40.003678352300007 39.955516828000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 -6 13 9 11 -10 12 -9 14 15 28 -12 -14 19 20 22 -22 23 24 25 -1 -27 -7 29 -4
right_child=-2 -3 7 -5 6 27 -8 8 10 -11 16 -13 17 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=8.1925203476659051e-05 1.7492642721138299e-05 0.00099372648240277518 5.9285669195989549e-05 0.0017471486075195956 -0.0016559359689951867 0.0016387940881768491 0.00025315869354599447 0.0001807921146505172 0.0015387888161587724 -0.0031690450706559187 -0.001115243837464966 0.0007373325021129692 -0.0051081242795760857 0.0010723555657673608 -0.00092536190194537622 0.0012703794128956902 0.0005328550301466837 -0.0022003508195854479 -0.00086315601053981285 0.0011969762621186692 -0.00016984643183810035 -0.0014540115109307247 0.00076131990044685412 -0.0014487524053026363 0.0011639060151667428 0.00095793178665869313 0.00014440467099548866 0.00056306742945802719 -0.00017034648204339726 0.0016669412196534798
leaf_weight=36.883246842251538 104.51662015349939 5.5999927922093766 67.045668714759472 3.471931815147399 2.1042215374473008 2.8264249600470057 2.6680582412045624 1.8517315378412589 2.9112668801099062 1.5190512128174303 2.5829354298766702 1.900831200648099 0.55988538172095992 2.7126959792549306 3.1036418693765873 2.9862604110530802 1.4594933485022918 0.52966618631035089 1.8982020282128349 2.4317288026213637 2.778562292456626 2.6141333132982254 5.4676454745640504 1.9703056629223272 2.7705285625415845 6.0662265941500655 9.8293466195464116 2.4714097902178764 18.478428896403784 2.3401053808629504
leaf_count=496 2058 36 1083 46 27 38 40 24 22 17 28 20 23 19 39 30 103 17 34 19 14 26 29 20 12 28 39 9 227 10
internal_value=0.000105403 0.000150927 0.000126875 0.000244223 0.000181188 0.000228282 -0.000588611 3.48466e-05 -0.00035495 -0.00111662 0.000341821 -0.000472746 -0.00125477 8.85371e-05 6.01317e-05 9.37982e-05 -0.000520208 -0.00369456 0.000162072 0.000189555 0.000153729 -0.000792351 0.000234728 0.000184672 0.000242608 0.000194247 0.000454871 0.00113697 5.38095e-05 0.000113505
internal_weight=306.35 201.834 196.234 86.252 82.78 78.0078 4.77228 109.982 13.3149 6.36117 6.9537 4.84211 2.94128 96.6668 93.9541 90.8505 4.04243 1.08955 72.7099 70.8117 68.38 5.3927 62.9873 57.5197 55.5493 52.7788 15.8956 5.29783 87.8642 69.3858
internal_count=4633 2575 2539 877 831 764 67 1662 254 101 153 84 64 1408 1389 1350 131 40 717 683 664 40 624 595 575 563 67 47 1320 1093
is_linear=0
shrinkage=0.00196078


Tree=918
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 2 2 0 0 2 2 2 2 1 2 2 2 0 1 1 1 1 0 0 0 0 1 2 0 0
split_gain=0.338763 0.924987 2.09675 1.98889 1.51091 0.977661 1.12542 1.01433 0.964525 1.29952 0.952378 0.820866 1.85994 1.72889 1.21296 0.764499 2.30122 1.16933 1.47355 1.35417 1.10401 1.23694 2.71013 1.00444 0.688882 1.21016 0.591734 0.579458 0.530321 0.648264
threshold=0.3584174126500001 0.48458129995000004 41.444941515100005 0.48368312325000012 42.759119507950011 43.157831852650006 42.620627117000005 0.49067393190000008 0.48265022005000008 42.546237522150008 39.852039223600009 41.976795488650005 42.686561923500008 0.34479506600000004 42.455548714850003 40.165165956550005 39.656620114300004 0.47697673720000006 0.32467590790000006 0.34548366815000003 0.34479506600000004 0.34515433670000012 0.47774018740000007 0.48119816770000007 0.43486721955000007 0.42314601355000009 0.34422622080000004 42.720329370750001 0.47938684470000009 0.47787491390000009
decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -5 6 7 -4 11 -10 -3 15 13 26 -15 16 -1 18 24 -20 -19 22 -22 28 25 -17 -13 -14 29 -23
right_child=-2 2 5 4 -6 -7 -8 -9 9 -11 -12 12 27 14 -16 17 -18 20 19 -21 21 23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00026983175918037248 3.4700025711935656e-05 3.5741072427541594e-05 -0.00041522548110861353 -0.0022921691414907164 -9.8173555187774738e-05 0.00073255513103569106 -0.0011482362186228511 0.00080415587210939336 0.00022527397540394022 0.0016243038036092706 0.001480296095774093 -0.00038859323798598146 0.001445031130187418 -0.00076267192364887183 -0.0024394430843819349 0.0018989850330320495 -0.001320394631471513 0.0012776296207148373 -0.00242255459310566 0.00021064875874050011 0.00083687345055349536 0.0010421203302126145 -0.0014112634268797191 -0.00027215700181449628 0.0020959899109553519 -0.0027098173440511116 0.0016700178999303989 3.6564549348403258e-05 0.0011808691687694578 6.1799897265800107e-05
leaf_weight=14.861871254691325 165.62792757677721 2.2240750864148167 5.8621026575565356 2.3130759894847861 2.5231525152921677 6.4503570252563796 3.5267036519944659 4.7463445514440536 8.0968085229396802 3.7278934493660918 8.3142450675368291 1.0873742395997381 1.1699778586626077 4.5134101796429604 2.6223939871415496 0.44966757816655334 4.575856407871469 5.7382525578141204 1.8393138834508138 1.2688611298799513 4.0467004999518412 4.6778259277343803 4.20263069588691 4.2926871776580802 0.90004435181617737 0.42707803845405579 1.0602925778366623 27.982775900489287 7.5168826952576628 5.8202246204018593
leaf_count=290 3020 25 34 21 19 35 26 22 33 63 71 37 4 55 44 39 36 23 125 10 14 20 39 19 6 4 6 418 49 26
internal_value=9.54897e-05 0.000164058 0.00046413 8.33476e-05 -0.00114752 9.99956e-05 -0.000188663 0.00013034 0.000137035 0.000666337 0.00117543 7.38486e-05 -0.000150312 -0.000914666 -0.00137888 0.000215983 -0.000104525 0.000367268 -0.000533363 -0.00134759 0.000488484 0.000340292 -0.000308442 0.000580193 0.000890985 -0.000346043 0.000627733 9.30901e-05 0.000783295 0.000498621
internal_weight=312.467 146.839 31.1238 115.715 4.83623 20.5855 14.1352 10.6084 110.879 11.8247 10.5383 99.0541 38.4362 9.28347 7.1358 60.6179 19.4377 41.1802 4.88496 3.10818 36.2952 30.557 8.24933 22.3076 1.77679 0.876746 2.14767 29.1528 18.0149 10.4981
internal_count=4633 1613 213 1400 40 117 82 56 1360 96 96 1264 564 142 99 700 326 374 184 135 190 167 53 114 49 43 43 422 95 46
is_linear=0
shrinkage=0.00196078


Tree=919
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 2 0 0 0 2 2 0 2 1 0 2 2 0 2 0 2 0 0 2 2 0 1 1 2 1
split_gain=0.410918 1.48428 2.73866 2.22316 0.833351 0.805858 0.670185 1.35304 1.23415 1.20786 1.1075 2.94767 1.05403 0.886176 2.33103 0.87997 1.32068 1.10973 0.844097 1.76022 1.4788 1.99583 1.54451 1.15075 1.93392 1.38206 1.36227 1.57796 1.17442 1.20797
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.37407562650000009 41.600558339100012 0.48588365620000007 0.48368312325000012 0.48265022005000008 42.546237522150008 41.529896397300007 0.48911709230000006 35.771221912400001 0.35986946500000005 0.49194634890000005 43.157831852650006 42.620627117000005 0.49067393190000008 41.976795488650005 0.48149755995000004 42.686561923500008 0.47568935060000012 0.48104847160000008 40.165165956550005 39.656620114300004 0.47697673720000006 0.32467590790000006 0.34548366815000003 40.467253020850002 0.34479506600000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -2 -3 7 8 18 -10 11 -8 -13 14 -14 16 17 -12 23 20 21 -20 -22 24 -1 26 -25 -28 -27 -30
right_child=4 3 -4 -5 -6 -7 10 -9 9 -11 15 12 13 -15 -16 -17 -18 -19 19 -21 22 -23 -24 25 -26 28 27 -29 29 -31
leaf_value=0.00015210599528053351 -0.0012006200597614435 0.00072731574603640938 -0.0023096728926319944 -0.00089711868935370902 3.9322972686533796e-05 0.0018465771403968184 0.001792237444854892 -0.00070053668995401263 0.00029643173189934505 0.0016252273746019136 -0.00064246753449689387 0.0011000836302850136 -0.00096714533957235893 -0.00065417639263975948 0.0020252706521935505 0.0006931175602150467 -0.0012991072651244819 0.0007484975821071408 0.00059141639917955908 -0.0020430093500256119 -1.1310554123196054e-05 -0.0014098012843309304 0.0015186031056365981 0.0008353554294830319 -0.0012539326726650664 0.0013269307068353615 -0.0024829383147557918 0.00025360434563155766 0.0012361079126227603 0.00019650917441256597
leaf_weight=15.768761748562612 2.1161155160516492 5.6231038663536292 1.7738217711448658 2.3552881971700108 137.03317162134931 4.4150031860917807 6.3324226886034038 8.1663768519647402 8.334880091249941 3.8425022587180129 3.9784713238477725 3.4321040688082567 1.9791412204503993 5.7775107026100159 2.0247215870767832 5.1709449477493754 3.455939181149005 4.9474210329353809 2.7992233357654168 1.8357592821121205 26.401379237771838 6.0723966143559664 2.8066724392119786 1.7095729605207441 4.9389881311799391 5.7177219837903968 1.9055914488853889 1.4092233878327531 5.1124456487596026 26.947327214293182
leaf_count=302 33 32 22 40 2697 31 41 57 33 63 25 26 12 39 30 24 23 22 56 12 486 88 17 49 37 22 125 21 20 148
internal_value=9.99976e-05 0.000163223 0.00011338 0.000817326 2.04665e-05 0.00121959 0.000140098 7.08088e-05 0.000125298 0.000715725 0.000371262 0.000692308 0.000165178 -0.000162863 0.000546096 1.37603e-05 -0.000269955 0.000128513 5.57805e-05 -0.00016766 -7.72527e-05 -0.000778366 0.000135703 0.000196212 -0.000183247 0.000379796 -0.000586336 -0.00131956 0.000508291 0.00036229
internal_weight=314.184 175.035 162.641 12.3934 139.149 10.0381 160.867 123.769 115.602 12.1774 37.0987 19.5459 13.2135 9.78137 4.00386 17.5528 12.3818 8.92589 103.425 39.9154 38.0797 8.87162 29.2081 63.5096 20.7077 42.8019 5.02439 3.31481 37.7775 32.0598
internal_count=4633 1903 1800 103 2730 63 1778 1536 1479 96 242 148 107 81 42 94 70 47 1383 659 647 144 503 724 339 385 195 146 190 168
is_linear=0
shrinkage=0.00196078


Tree=920
num_leaves=31
num_cat=0
split_feature=1 0 0 0 2 1 2 1 2 0 0 2 1 0 2 1 2 0 2 1 1 2 1 0 2 0 2 2 2 2
split_gain=0.368026 1.17215 2.07159 1.89196 0.693369 0.674283 0.649217 1.31727 0.719993 0.703905 1.65518 1.2972 1.522 0.764399 1.05531 0.960701 0.760297 1.10856 1.07259 0.756916 0.730683 0.593398 1.31399 1.71152 1.1214 1.95237 1.1894 0.631684 1.47506 1.62338
threshold=0.37227927305000003 0.50291907430000016 0.50101793360000013 0.5116313883000001 41.600558339100012 0.37407562650000009 38.621016321050007 0.36265381275000008 38.804629908750009 0.48458129995000004 0.48368312325000012 41.444941515100005 0.34900152690000003 0.48185683060000012 42.546237522150008 0.3453339720000001 40.165165956550005 0.47550971530000002 40.467253020850002 0.34575312120000007 0.34548366815000003 41.976795488650005 0.34515433670000012 0.47976108500000009 42.686561923500008 0.47568935060000012 42.455548714850003 43.067541470150012 43.477771593600004 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=1 2 6 4 -3 -2 -1 8 -8 10 13 12 -11 16 15 -15 17 -10 -18 -13 -12 22 23 -20 25 -23 -27 -26 -29 -30
right_child=5 3 -4 -5 -6 -7 7 -9 9 11 20 19 -14 14 -16 -17 18 -19 21 -21 -22 24 -24 -25 27 26 -28 28 29 -31
leaf_value=0.0005253287002080886 -0.0011322713165627576 0.00071831125755768082 -0.0019295675978951224 -0.00085436165335662302 0.0018010523278162082 6.1383613514643634e-05 -0.0012920513584528644 -0.0014604187239012649 0.00067578606499305125 0.0015975477592405402 -0.00026295165506468168 -0.00057742959548873381 -0.00025227062258712126 0.00095277798525630897 0.0015204742031993757 -0.00010096176043503812 0.00098534327750914095 -0.00079595473371890646 5.601658701556942e-05 0.00036443053069199654 -0.0018372287723315464 0.00065523374100510034 0.00059189284399165196 -0.0020814065244058933 0.00054846288581076935 -0.00065380619167311612 -0.002447200056631614 -0.0014112114437614587 0.0018050874827446101 -9.268499663208721e-05
leaf_weight=16.860395050051011 1.8440759722143401 5.4631938450038415 1.8419931586831797 2.1931856927694744 3.8951989021152258 136.34642557632435 1.3346246108412732 2.0040503763593724 2.6110368836671096 6.0588741302490252 2.19792541489005 4.2575568743050125 2.3825245797634125 5.208042316138747 3.2253013998270026 9.2072505056858045 5.2174633824033654 7.9858376327902079 10.678959860317265 14.294109694659708 2.3406095430254936 2.7392658702046884 18.712067699292675 1.6648711338639248 8.109027107235308 3.7054723917972296 2.3069849433377385 2.8354476099684716 1.9389469177658636 16.313563877658453
leaf_count=312 33 32 21 40 31 2697 8 27 29 45 10 30 28 20 63 37 30 55 191 69 30 56 135 11 86 50 40 95 22 300
internal_value=0.000120366 0.000182138 0.000137519 0.000784824 0.00116898 4.54549e-05 0.000162213 0.000117632 0.000141002 0.000155276 8.3894e-05 0.000438226 0.00107545 0.000135221 0.000506588 0.00027974 5.79843e-05 -0.000433322 0.000128129 0.000148276 -0.00107484 6.33152e-05 0.000264313 -0.000232268 -0.000101174 -0.000716825 -0.00134193 8.33658e-05 -9.54796e-05 0.000108914
internal_weight=305.774 167.584 156.032 11.5516 9.35839 138.191 154.19 137.33 135.326 133.991 106.998 26.9931 8.4414 102.46 17.6406 14.4153 84.8189 10.5969 74.2221 18.5517 4.53853 69.0046 31.0559 12.3438 37.9487 8.75172 6.01246 29.197 21.088 18.2525
internal_count=4633 1903 1800 103 63 2730 1779 1467 1440 1432 1260 172 73 1220 120 57 1100 84 1016 99 40 986 337 202 649 146 90 503 417 322
is_linear=0
shrinkage=0.00196078


Tree=921
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 1 2 1 1 2 2 2 2 1 1 0 1 0 1 1 0 2 2 1 2 0 2 2 1
split_gain=0.418082 0.974485 0.951846 0.866683 0.98832 0.990782 0.79242 0.767304 0.760934 1.85554 0.690717 0.917914 1.12715 0.683135 0.463928 1.48592 2.30174 0.684074 0.715344 1.01644 0.80105 0.886713 1.73911 0.516102 0.951742 0.834587 0.658801 0.482978 0.47869 0.431837
threshold=0.38906020780000011 0.39019789825000006 0.5116313883000001 0.52324780695000006 0.39394030120000006 0.39170982905000007 0.39048232090000007 39.117456157700005 0.39563186730000005 0.39995808510000008 36.558960102350007 43.61821939175001 43.663128814500006 49.960114208400007 0.40437412050000004 0.41625999220000004 0.5276039639500002 0.41808628485000005 0.53998383280000006 0.42111014640000005 0.41917906650000009 0.54504356155000011 40.636252116050009 38.396531328800009 0.44765126795000004 38.474425342400004 0.5641597557000001 37.500638522700008 33.361153777850006 0.38723391515000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=29 -2 -3 6 5 -5 -4 -8 -6 10 -10 -12 -13 -14 -11 16 -16 -17 19 -19 -20 22 -22 24 28 -25 -26 -18 -23 -1
right_child=1 2 3 4 8 -7 7 -9 9 14 11 12 13 -15 15 17 27 18 20 -21 21 23 -24 25 26 -27 -28 -29 -30 -31
leaf_value=0.00015324058183814127 -0.00095507073458799626 -0.002099889415097555 0.0017101396382853701 -0.00028829625882564831 0.0007844505482946805 -0.0021025869286722104 -0.00053126806329709835 0.0010289697134520724 0.00031073672925697305 0.00048699185046678135 -0.002158569819900064 0.0021491550165925327 -0.0021976230477363016 0.00098268355663160326 0.0010578490575562085 0.00081980307656025827 -0.00056140238107242884 -0.00011465068038051989 -0.0013227049692080078 -0.0024042732034742303 -0.00014023801388690993 0.00063694856752341208 0.0013695275387993928 0.002083725440876886 0.00093216119367969038 5.5455003930834618e-05 -0.0011765749365921401 -0.0023992379534954057 -0.0023636960762006714 0.00070828314168254133
leaf_weight=187.07769435825867 3.8076181274373075 0.783765617699827 2.1991534680128089 4.7463956549763671 5.4421491695102295 1.5303669632412491 2.2974772960878909 2.5645565117738442 1.1102479118853796 10.463311550149227 2.6228918111883104 0.50366399064660061 0.92993894545361377 0.36027673445641994 1.3849801840260614 4.9307571431854731 0.7124468769761737 2.5329180974513288 1.4645465686917294 1.0563216985538018 5.7472227206453663 0.24404234755638698 5.9913702011108398 0.79323920386377622 1.4679508765693756 46.638404548521066 0.93075249779383273 2.4075610160361975 1.2583789774216709 5.5490876324474803
leaf_count=2067 32 64 9 37 48 82 21 31 13 65 105 2 101 8 14 31 21 18 16 72 31 23 38 7 10 1154 329 70 82 32
internal_value=0.000113088 2.0596e-05 5.34384e-05 6.84627e-05 2.38565e-05 -0.000730647 0.000733465 0.000291704 7.16965e-05 3.02335e-05 -0.0010718 -0.00141933 -0.000338465 -0.00130956 9.943e-05 4.71461e-05 -0.00104577 0.000114541 6.34953e-05 -0.000788492 0.00011088 0.000144168 0.000630345 3.29908e-05 -0.00065256 8.93755e-05 0.000113923 -0.00197957 -0.00187629 0.00016923
internal_weight=309.549 116.923 113.115 112.331 105.27 6.27676 7.06119 4.86203 98.9934 93.5512 5.52702 4.41677 1.79388 1.29022 88.0242 77.5609 4.50499 73.0559 68.1251 3.58924 64.5359 63.0714 11.7386 51.3328 3.90112 47.4316 2.3987 3.12001 1.50242 192.627
internal_count=4633 2534 2502 2438 2377 119 61 52 2258 2210 229 216 111 109 1981 1916 105 1811 1780 90 1690 1674 69 1605 444 1161 339 91 105 2099
is_linear=0
shrinkage=0.00196078


Tree=922
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 2 1 1 2 0 0 0 0 1 2 0 0 0 0 2 0 0 2 2 1 2 2 2 1 1
split_gain=0.406548 1.01413 0.841668 1.75498 1.06102 0.837537 0.971054 1.68748 1.11458 1.3297 0.753871 1.25409 1.3918 0.5582 0.356325 1.09933 1.13826 0.961131 0.655395 1.09426 0.54291 0.359391 0.775764 0.434655 0.404261 0.345511 0.377727 0.700767 0.343507 0.909279
threshold=0.39078171310000004 0.53146612375000013 44.202975721700007 43.968221017800005 42.654057868200006 36.377496227400009 0.39431454150000006 0.39563186730000005 36.654713368950006 0.5132031975000001 0.52863686715000002 0.52688542260000015 0.52252926560000013 0.39170982905000007 44.131787411600008 0.51017933595000009 0.50386215985000016 0.48119816770000007 0.47774018740000007 44.749265482150008 0.53312775065000018 0.43572048740000008 41.559097512700014 39.476991512000005 0.32012514595000008 43.895345911700005 43.61821939175001 43.426369480700011 0.39019789825000006 0.38906020780000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 4 5 -2 10 -8 -9 -10 11 12 -7 -3 21 16 17 18 19 -16 -17 22 23 -1 -25 26 27 28 29 -23
right_child=1 13 -4 -5 -6 6 7 8 9 -11 -12 -13 -14 -15 15 20 -18 -19 -20 -21 -22 25 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.00083688721162132661 -0.0021741329998399513 0.0016038467797763686 -0.0020405249869878111 0.0016898049947402839 -0.002178365010544078 0.00086861817187900174 0.0013474205406395318 0.0019393286474252609 0.00086520435513661484 -0.0021552234851052007 -0.0024743592450318869 0.0014074334759308466 -0.0025685690894894165 8.5782316751413306e-05 -0.0022461390544684968 -0.0025722632987199511 0.0018718027809006658 -0.0018175218445756712 0.0011420582821470881 5.7261833288388642e-05 -0.00018276851671970512 0.00019780012808578128 -0.0021313500151932882 -0.00016285558431414337 0.0018769289186106011 0.0007039443387502354 -0.00040998376188887365 0.0011714959116326078 0.00062071057802987148 -0.00077230136490602269
leaf_weight=1.1313084315825106 0.89106342615559597 0.94075238704681297 1.1770359795118555 1.4989480488002289 1.3785859418567259 0.70201773568987746 2.9957486316561699 0.51124706864357028 0.80982607987243715 1.8191753472201524 0.95250357408076514 0.93424647767096747 1.2765013109892605 92.254529907774554 0.86271200972260231 0.9688289466430422 1.2254617139697064 1.1485203129705031 1.8266913052066218 9.8051083396567247 0.58711201243568212 157.7671587344521 0.79224532810439985 0.81528469181284868 0.68945283076027408 5.3037021681666365 3.867879045661538 2.8634970467537633 6.9319196157157412 3.8042602865025392
leaf_count=162 26 3 185 11 68 7 12 2 15 75 19 7 52 1981 33 48 9 17 9 195 12 1296 152 28 67 29 30 16 37 30
internal_value=0.000121953 2.50636e-05 -0.000449069 -0.000313033 -0.000557689 -0.000352568 -0.000190276 0.000294646 -0.000709685 -0.00122482 -0.000960074 -0.000464887 -0.00134899 0.000101106 0.00017424 -0.000102479 6.16227e-05 -0.000100974 5.6815e-05 -0.000129015 -0.00167062 0.000198945 -0.000429966 8.13729e-05 0.000771749 0.000210888 0.000195965 0.000209642 0.000193296 0.000174959
internal_weight=308.533 108.142 14.9469 13.7699 12.2709 10.8923 10.0013 6.136 3.14025 2.629 3.86527 2.91277 1.97852 93.1953 200.391 16.4244 14.8685 13.643 12.4945 10.6678 1.55594 183.967 3.42829 2.63605 1.50474 180.538 175.235 171.367 168.503 161.571
internal_count=4633 2463 479 294 283 215 189 104 92 90 85 66 59 1984 2170 323 263 254 237 228 60 1847 409 257 95 1438 1409 1379 1363 1326
is_linear=0
shrinkage=0.00196078


Tree=923
num_leaves=31
num_cat=0
split_feature=2 0 1 1 2 2 1 0 2 1 0 2 1 0 1 1 1 0 0 1 2 2 1 1 1 1 2 2 2 2
split_gain=0.0934834 0.30945 0.443817 0.272656 0.284461 0.262835 0.486777 0.47807 0.240068 1.19151 1.1916 0.251775 0.202617 1.69978 0.83118 1.1337 1.09108 0.388608 0.762108 0.382444 0.514212 0.343048 1.15818 1.38891 1.32212 1.09877 1.0838 0.72586 1.23666 0.851282
threshold=42.243697547450004 0.57927906350000014 0.47447681205000009 0.47941678395000004 37.345948426100009 42.027798546600003 0.40206880030000008 0.49194634890000005 42.477827694800006 0.34626208795000007 0.47774018740000007 42.498713093000006 0.3584174126500001 0.49194634890000005 0.3465914194000001 0.35331277505000008 0.34608245260000009 0.48654231910000006 0.48368312325000012 0.36476452800000009 36.165040341950011 41.184662530950007 0.41997245590000004 0.40115565405000009 0.42926858475000007 0.39431454150000006 41.873095646600007 41.087689990200012 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=1 5 -3 -4 -5 12 7 -7 9 10 -2 -10 13 14 16 -16 17 18 -1 20 -14 27 23 25 -24 26 -23 28 29 -21
right_child=8 2 3 4 -6 6 -8 -9 11 -11 -12 -13 19 -15 15 -17 -18 -19 -20 21 -22 22 24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.0043541076873271477 -0.0040806858547257066 -0.10229020667310662 0.05960844339014796 0.039188961517157422 -0.10363892934528784 0.025541464623733225 0.063304180496317905 -0.027785248568891953 0.044660461626682239 0.0075618533520235053 -0.13717560709475551 -5.6799292589440939e-05 0.018629601268392287 0.083664604819845223 -0.096565965403429155 0.0080470722310027037 0.052605884142604156 0.043697910013650886 -0.036656030642529522 0.0006290588386982564 -0.057121012608412895 -0.11358317870338586 0.082885315672715634 -0.12208450999262428 -0.02181763685330668 0.044161721750179649 0.025225730872748209 0.049829047811207949 -0.077370574831849892 0.049650135623609801
leaf_weight=58.78178772866795 1.3145116676205346 0.67867434259278425 0.45582289768935857 0.23938177078980516 0.33400479617557721 5.0549854090713762 1.9972266182303426 2.5188118908554316 1.2791683692375944 6.1592477999292896 1.3776835090247912 80.276998279980035 1.3670078067516436 2.7333230846561483 1.9157734595937643 2.2556087111679517 4.6782319135963908 2.2261118441820136 4.9099163338541976 75.859063189341214 2.6015450517588761 1.4491716143675133 1.9762079324573276 1.7113730115815995 3.0944740277482197 1.7868399841245262 0.91931534372270096 3.1600974760949603 1.9658016366884101 3.7160155065357676
leaf_count=656 32 181 15 186 235 43 20 26 17 87 25 1829 17 46 27 40 47 20 41 792 39 35 20 19 38 20 20 19 15 26
internal_value=0.00159025 0.00285878 -0.0395142 0.00188117 -0.0440101 0.00324644 0.0193876 0.00780664 -0.00105306 -0.0166948 -0.0721897 0.000644569 0.00237417 0.00620869 0.00337708 -0.0399981 0.00594004 0.00262813 0.00119269 -0.000609345 -0.031028 0.000652888 -0.0160138 -0.0462668 0.0189885 -0.0150412 -0.0597053 0.00280504 0.000982639 0.00291826
internal_weight=278.794 188.387 1.70788 1.02921 0.573387 186.679 9.57102 7.5738 90.4076 8.85144 2.6922 81.5562 177.108 77.5008 74.7674 4.17138 70.596 65.9178 63.6917 99.6069 3.96855 95.6384 10.9374 5.8667 5.07068 4.15533 2.36849 84.701 81.5409 79.5751
internal_count=4633 2643 617 436 421 2026 89 69 1990 144 57 1846 1937 877 831 67 764 717 697 1060 56 1004 152 94 58 75 55 852 833 818
is_linear=0
shrinkage=0.1


Tree=924
num_leaves=31
num_cat=0
split_feature=1 1 0 0 1 1 1 2 2 2 2 1 2 2 1 0 1 1 1 0 1 0 2 2 1 2 0 2 0 2
split_gain=0.0964854 0.950476 0.790463 0.674844 0.508752 0.775083 0.563072 0.504026 0.891362 1.08058 0.481233 0.363842 0.342033 0.464148 0.437942 0.297215 0.454877 3.11068 0.851875 0.639861 0.782826 0.643763 1.45444 0.343983 1.23589 0.751949 0.462808 0.39745 0.338377 0.33395
threshold=0.39563186730000005 0.39995808510000008 0.52366695610000014 0.5218855723000001 0.39431454150000006 0.39170982905000007 0.39394030120000006 36.558960102350007 43.61821939175001 43.663128814500006 49.960114208400007 0.40115565405000009 37.232443001650005 34.424709467050008 0.46280051495000007 0.5276039639500002 0.41625999220000004 0.40437412050000004 0.41808628485000005 0.53998383280000006 0.41917906650000009 0.54504356155000011 40.636252116050009 38.396531328800009 0.44765126795000004 38.911218973650008 0.5641597557000001 37.345948426100009 0.53866650695000018 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=4 3 -3 -2 5 -1 -7 -5 -9 -10 -11 -4 13 -13 -15 -14 17 -17 -18 28 -21 22 -22 24 -23 -25 -26 -28 -20 -27
right_child=1 2 11 7 -6 6 -8 8 9 10 -12 12 15 14 -16 16 18 -19 19 20 21 23 -24 25 26 29 27 -29 -30 -31
leaf_value=0.0025632668257929894 0.057137195739987129 -0.1066653136248838 0.040892273472087834 0.0092817222656821508 0.03724800577902778 -0.10540721479129374 0.0046174093122834095 -0.11015415430629756 0.11280956629149377 -0.11280423426308564 0.048048243473107342 0.015835264985969766 0.052711851215608757 -0.11595784416267968 0.041312113429260874 0.0128698477224939 0.046589875797219217 -0.12179233215602665 -0.016556665767806622 -0.071566921124504995 -0.0095824007934870326 -0.12645853150071334 0.064575946780685942 0.057284065894447456 0.057747405460668311 -0.015870151984641697 0.066034150861762786 -0.10755952062512529 -0.084353823208959983 0.0048379865236757918
leaf_weight=187.17107162613138 0.60543057328322802 0.6714099941054873 2.369406867073848 0.96930883266031731 4.1643298147246233 1.154466067731845 0.77900599275017146 2.3086844848003243 0.47893950715661027 0.71410585416015238 0.25149906845763326 0.82546422535932507 1.1458260777544627 0.8623062919014044 0.22281325126095908 7.2392425067373534 4.4574728286825112 2.2480989155446878 1.8860859527849234 1.3484058203175653 5.259146109223364 0.94227708669495713 5.3199970293790102 2.3578855782106976 1.0376588925719259 10.750708501076586 0.19368147407658387 0.41340945008232666 1.2074603959918022 28.253746567985218
leaf_count=2203 5 72 12 13 35 91 16 110 2 101 8 214 45 83 86 46 22 72 40 14 25 40 38 40 4 249 8 57 10 872
internal_value=0.0014424 -0.00137973 0.00137694 -0.0422605 0.00267394 0.00191258 -0.0610777 -0.0550034 -0.0716056 -0.009997 -0.070909 0.0023029 0.00109938 -0.040676 -0.0836648 0.00217707 0.00138294 -0.0190394 0.00443765 0.00125144 0.00370241 0.0055637 0.0277101 0.000232807 -0.035142 0.00244534 0.0171732 -0.0521776 -0.043019 -0.00086975
internal_weight=277.609 84.3405 79.0125 5.32797 193.269 189.105 1.93347 4.72254 3.75323 1.44454 0.965605 78.3411 75.9717 1.91058 1.08512 74.0611 72.9153 9.48734 63.4279 58.9705 55.8769 54.5285 10.5791 43.9494 2.58703 41.3623 1.64475 0.607091 3.09355 39.0045
internal_count=4633 2288 2049 239 2345 2310 107 234 221 111 109 1977 1965 383 169 1582 1537 118 1419 1397 1347 1333 63 1270 109 1161 69 65 50 1121
is_linear=0
shrinkage=0.1


Tree=925
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 1 2 1 2 2 2 2 1 2 2 0 0 1 1 1 2 2 2 0 0 0 0 0 0 0
split_gain=0.42113 1.31461 1.22548 1.24362 1.26018 1.13059 0.720908 1.73687 1.49471 0.838062 1.50179 1.30142 0.811719 1.28058 0.742839 1.67731 0.95872 0.606996 0.532623 0.52116 0.510736 1.14463 1.03148 1.04857 0.786021 0.951862 1.56523 1.51687 0.88981 0.770856
threshold=0.50913146310000013 0.50291907430000016 0.37644082515000005 0.36166581840000006 38.238138001450004 0.37043801085000005 38.621016321050007 0.36265381275000008 40.767054867700004 40.148327922700012 40.574766824850009 40.722669576350008 0.34569324270000007 39.656620114300004 37.041406607950009 0.50101793360000013 0.48654231910000006 0.3447651268000001 0.37043801085000005 0.36880632320000012 38.238138001450004 37.892416320650007 38.324118171300007 0.51657136015000005 0.52157121045000021 0.52432561900000019 0.52252926560000013 0.53017873715000008 0.52812790035000023 0.5195503128500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 3 -2 -5 19 14 9 -9 12 -11 -12 13 17 15 -1 -16 -8 -10 -3 21 29 -22 -24 -25 26 -26 28 -27 -4
right_child=2 5 20 4 -6 -7 7 8 18 10 11 -13 -14 -15 16 -17 -18 -19 -20 -21 22 -23 23 24 25 27 -28 -29 -30 -31
leaf_value=0.00036674597335604249 0.00041566449669102424 0.0006535695728770159 -0.0012337476670080485 8.2634106280262933e-05 -0.0022780002111717902 -9.5184871483148587e-05 -0.00014773751230683801 -0.00289738902764764 -0.0014010874513162486 0.00079852476084612905 -0.0016256732796234795 0.0001249003566741283 -0.0012145151054254711 -0.00090546846968066197 0.00046233150718368265 -0.0025111669714459749 0.0018625585637066049 0.00095101561830441487 0.00022228174313518662 0.0016483096752774736 0.0018448723822515329 -0.0014416640086384735 0.0010904423568286899 -0.00091681769174622909 -0.00028876338152997497 -0.00036396331911930593 0.0013061724596249084 0.00010897614221910606 -0.0017770311479155553 0.00010494478680684806
leaf_weight=9.7346796239689866 1.9927564966492344 3.6260550413280708 1.8537794724106849 1.3067565513774755 2.5979102234123275 3.7095762295648447 3.8733093815390003 1.2902010662946839 1.2673243456811181 13.205787546467034 1.6582255668472488 106.23084869801824 3.0638851884868918 4.6050582730676979 5.8563447769265604 0.84629659354686815 2.7688244506716728 3.8589603409636766 2.0085754113388248 4.5858868062496185 1.3166856360912778 2.5736484204389845 3.9577298210933796 3.0595798258436835 3.9315918951324402 6.1352883309518784 5.9394553732563509 86.366904336737207 2.3770975517400075 15.326678189102152
leaf_count=237 14 25 22 9 68 37 29 20 21 98 70 1167 31 34 69 6 18 20 48 25 11 60 36 29 29 207 60 1506 90 537
internal_value=0.00011028 0.000175054 2.98869e-05 -0.000844732 -0.00148798 0.000803232 0.000128327 7.98027e-05 -0.00110978 0.000119597 0.00017439 9.79945e-05 -0.00031122 -8.68937e-05 0.000484722 0.000136562 0.000911828 0.00040062 -0.00040574 0.00120907 6.8716e-05 -0.000222181 0.000119531 9.92057e-05 6.28172e-05 9.14306e-05 0.000670917 3.11421e-05 -0.000758565 -3.95008e-05
internal_weight=310.926 172.19 138.736 5.89742 3.90467 11.9215 160.268 141.062 4.5661 136.496 121.095 107.889 15.4012 12.3373 19.2061 10.581 8.62517 7.73227 3.2759 8.21194 132.838 19.7541 113.084 111.768 107.81 104.75 9.87105 94.8793 8.51239 17.1805
internal_count=4633 1955 2678 91 77 87 1868 1538 89 1449 1335 1237 114 83 330 243 87 49 69 50 2587 619 1968 1957 1921 1892 89 1803 297 559
is_linear=0
shrinkage=0.00196078


Tree=926
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 2 2 0 2 2 1 0 0 2 0 0 2 2 2 2 0 1 2 0 1 1 1 1 2 2
split_gain=0.463701 1.06262 0.793754 0.939845 1.17265 0.779536 1.67404 1.16245 2.08487 1.23847 0.569844 0.497773 1.12738 1.06055 1.77839 0.678308 0.563893 0.406251 1.26839 0.63496 0.575496 1.55211 1.61588 1.50691 1.67267 0.545995 1.91314 1.04636 0.647233 1.02154
threshold=0.39078171310000004 0.53146612375000013 36.377496227400009 38.324118171300007 39.262923716450011 44.202975721700007 43.968221017800005 0.52432561900000019 41.404176814550006 41.11191809080001 0.39170982905000007 0.47938684470000009 0.47905751325000007 43.930205408700004 0.51017933595000009 0.47961138885000004 43.735142172100005 41.873095646600007 41.741384785950011 41.559097512700014 0.47568935060000012 0.34626208795000007 44.026978245600006 0.47757552170000012 0.34506451900000007 0.34007963835000005 0.3447651268000001 0.32012514595000008 43.968221017800005 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=11 2 -2 -4 -5 6 7 -6 9 -9 -3 12 17 15 -15 -13 -17 18 19 -1 25 22 23 24 -22 27 -27 -19 29 -28
right_child=1 10 3 4 5 -7 -8 8 -10 -11 -12 13 -14 14 -16 16 -18 20 -20 -21 21 -23 -24 -25 -26 26 28 -29 -30 -31
leaf_value=0.00016823298646515407 -0.0022025507780139421 0.0016070403638203154 0.00072482997080009761 -0.0026639198803685669 0.00056643305137051589 -0.0020295590696778614 0.0017128311671067867 -0.0011124954828237799 -0.002325130635070696 0.0015534415404179376 7.5115953393258805e-05 0.00098085753805655343 -0.001688448545983009 0.00011007721820325937 -0.0021687281383006478 0.00022702244575783376 0.0010022184095460848 5.0018321784105276e-05 0.0014927484335223956 -0.0010214081668811848 -0.0024729273844573971 0.00089917857819766275 0.00044620460474841558 -0.0025651528526471389 9.5473263937905561e-05 0.001487947098957867 0.0010121125689549321 -0.0022078361247476631 0.00054672693530725275 -0.0022020318677278736
leaf_weight=31.778684443333987 0.95890155248343845 0.94301876425743003 2.5177104629110536 0.96800913440529157 2.3357434647623432 1.0216024176770577 1.4449383020400999 1.4450516011565926 2.6538254937622696 1.2490204935893414 93.049965173920782 5.0773755908012381 1.431273778900503 4.6630752733908585 1.8346893207053652 122.31600597803481 3.7173658013343802 7.7549211754785592 2.7328125115745925 1.8239439912722435 1.3683654414489845 2.7267997171729794 2.9686487844737712 2.339262151857838 3.3900411302456632 3.8139265999197951 0.52760547981597516 0.87852875387761731 1.1811020560562608 1.3605109811469445
leaf_count=515 26 3 40 20 34 185 11 37 106 20 1981 40 12 39 62 834 17 223 17 24 27 24 30 48 63 15 10 43 67 60
internal_value=0.000117536 1.40526e-05 -0.000478188 -0.000356928 -0.000601892 -0.000405239 -0.000223457 -0.000587584 -0.00109161 0.000123481 9.04855e-05 0.000172705 3.28217e-05 0.000239873 -0.000533359 0.000278194 0.000249887 7.09314e-05 0.000208134 0.00010366 -0.000105167 -0.000413056 -0.000768518 -0.00127658 -0.000643117 0.00014868 0.000560611 -0.000179738 -0.000591731 -0.00130389
internal_weight=312.273 108.588 14.5948 13.6359 11.1182 10.1502 9.12858 7.68364 5.3479 2.69407 93.993 203.685 66.0764 137.609 6.49776 131.111 126.033 64.6452 36.3354 33.6026 28.3097 12.7931 10.0663 7.09767 4.75841 15.5166 6.88315 8.63345 3.06922 1.88812
internal_count=4633 2463 479 453 413 393 208 197 163 57 1984 2170 1178 992 101 891 851 1166 556 539 610 192 168 138 90 418 152 266 137 70
is_linear=0
shrinkage=0.00196078


Tree=927
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 1 1 2 1 1 1 1 2 1 2 2 2 2 2 2 2 0 1 0 0 0 2 1 1
split_gain=0.340112 0.714985 0.527956 1.97809 0.771662 1.22612 1.15919 0.664621 0.50728 1.01496 1.78828 1.40786 0.861891 1.07936 0.697971 0.579729 1.19973 0.690523 0.485161 1.67374 1.61764 1.36517 1.06217 1.86053 0.516354 1.71519 1.56956 0.964738 1.47823 1.91714
threshold=42.081757894750005 42.027798546600003 0.3584174126500001 0.49194634890000005 0.3465914194000001 0.35331277505000008 0.34608245260000009 0.36476452800000009 41.184662530950007 0.41997245590000004 0.42926858475000007 0.40115565405000009 0.39431454150000006 41.873095646600007 0.44618424600000006 41.087689990200012 40.94178426300001 40.806664626150003 40.003678352300007 39.955516828000007 40.300545846000013 40.371455563000005 0.54504356155000011 0.45107930900000009 0.50913146310000013 0.51484985480000012 0.51809826055000008 39.476991512000005 0.39019789825000006 0.41997245590000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 11 -11 12 13 -10 -12 16 17 18 19 24 -20 -22 -23 -24 -9 -26 -27 -28 -29 -30
right_child=-2 -3 7 -5 5 -7 -8 8 9 10 14 -13 -14 -15 -16 -17 -18 -19 20 -21 21 22 23 -25 25 26 27 28 29 -31
leaf_value=0.00017629426619411348 2.1785733305706423e-05 0.00086342706837287274 -0.00070656715911187793 0.0017275383522134397 -0.0016851080096531175 0.00031445219549479879 0.0011250289278550193 0.00046597518678277781 -0.001958881277345499 0.0017118830676275414 -0.0011264294967101094 -0.00236999673283714 0.00076715186122784684 0.00051144636739662531 0.00051071071168112597 0.0009247606354414661 -0.0013660476686523605 0.00092727487547564008 -0.0011050836081229472 0.0017364076324499751 0.0013037963349735375 0.0002939767514201307 -0.0030409852801151303 7.7268686612645625e-05 -0.0016827362174778675 0.0015395854420903574 0.00013555567734920384 -0.0025075336812548574 0.00044750909984977386 -0.0020553887934437001
leaf_weight=73.932255332116256 108.0672775914245 5.376422933273715 4.3037799604353486 3.3618498304858795 2.1171567146666339 2.6608163879318454 5.3067661039531222 12.637279678368939 1.6859686537645742 2.1664823666214943 2.5431070567574352 1.6996844178065655 1.8216966949403284 1.1396899549290536 1.6513334675837539 3.3942798911593846 2.0981428595769094 4.0280377825547466 5.2489797253947499 2.5309614539146414 3.169678146208752 5.9535111323930305 1.1940568313002589 1.9162352800631195 2.1692778766155234 2.7448959574103347 39.335369526820159 1.3323697708547104 4.3846417181193829 1.6081285186446619
leaf_count=717 2058 36 56 46 27 40 47 77 35 20 28 19 20 20 103 24 30 40 96 10 24 37 14 41 35 12 812 16 45 48
internal_value=0.000110686 0.000157893 0.000138749 0.000252703 0.000193689 -0.000571568 0.000239833 4.8848e-05 7.93884e-05 -0.000288242 0.00026529 -0.000842984 -0.000284507 -0.000962509 -0.000481894 0.000129223 9.93371e-05 0.000134175 9.62457e-05 0.00017241 -0.000194526 0.000196164 -0.000191184 -0.00111984 0.000110764 2.37265e-05 9.86534e-05 1.38877e-05 -0.000639459 -0.00022413
internal_weight=311.58 203.513 198.136 87.3788 84.017 4.77797 79.239 110.758 106.454 12.708 6.36092 6.34704 4.64736 2.82566 4.19444 93.7458 90.3516 88.2534 84.2254 66.7429 17.4825 12.2335 9.0638 3.11029 64.212 51.5747 49.4054 46.6605 7.32514 5.99277
internal_count=4633 2575 2539 877 831 67 764 1662 1606 245 151 94 75 55 131 1361 1337 1307 1267 1055 212 116 92 55 1045 968 933 921 109 93
is_linear=0
shrinkage=0.00196078


Tree=928
num_leaves=31
num_cat=0
split_feature=1 0 1 0 1 2 2 2 2 0 1 0 0 1 2 2 0 0 0 0 2 1 2 0 1 0 1 0 1 2
split_gain=0.289805 1.57777 2.80419 2.26015 0.856377 0.731377 0.628217 1.60974 2.09595 0.919967 1.74793 0.523445 0.990671 0.878968 2.00145 1.02264 1.23568 2.30347 0.499361 0.558722 1.37535 1.13027 0.423655 0.399014 1.46433 1.72148 0.374853 0.568509 0.354891 0.502517
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5116313883000001 0.37407562650000009 41.600558339100012 42.243697547450004 42.684965421050009 42.720329370750001 0.48735067810000005 0.34479506600000004 0.48588365620000007 0.48368312325000012 0.36166581840000006 35.771221912400001 41.444941515100005 0.48911709230000006 0.49194634890000005 0.49194634890000005 0.47880302985000006 43.477771593600004 0.3447651268000001 38.474425342400004 0.5116313883000001 0.38334181610000007 0.50452082270000009 0.34575312120000007 0.48149755995000004 0.34545372890000009 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 2 6 5 -2 -3 11 9 -9 10 -8 12 -1 15 -15 16 -13 -18 19 20 21 -10 -19 24 25 -6 27 -21 -12 -30
right_child=4 3 -4 -5 23 -7 7 8 18 -11 28 13 -14 14 -16 -17 17 22 -20 26 -22 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00019836499454283215 -0.0012620608965059925 0.00076569972735794091 -0.0023501024048714347 -0.000893911047722896 0.0012281614001801292 0.0018314623848594812 0.00093870495982756807 0.0017841178045777013 2.5904296917727778e-06 -7.3781402063973753e-05 -0.0010708412164631576 0.0018144229270767925 -0.00068890501997993488 0.0011213784732284474 -0.00081185831743241395 5.9022253592907312e-05 -0.0013624550087731741 0.0021612348021991913 -0.00082707614603010223 0.00045602309736508584 9.450219115965371e-05 -0.0021853823759155721 0.00071646619270069256 7.1612483319380982e-05 -0.0022104023758491302 -0.0012237614218707869 0.00067969465752756907 -0.0003668996132002188 -0.0028341620873969225 -0.0012383595020819922
leaf_weight=74.97987455943985 1.9387632496654976 5.6790730981156212 1.7769512949598709 2.3812910149572408 2.3879012838006011 4.3887000624090433 1.2102747762546622 2.7600153833627692 1.5981927576340269 5.1554718166589737 2.1771258527878672 4.9939369112253207 5.1718467306345692 3.4571836218237859 5.0904949251562357 5.2713804095983496 1.7654673308134077 1.5630799643695357 2.5173353515565386 7.7008356165606546 15.029683468157598 2.1011117917951196 1.5582238174974916 135.46161687524318 1.3877481481758875 2.042601668741554 6.7166201565414658 5.55640509724617 1.6640750616788866 1.394381660968065
leaf_count=800 33 32 22 40 13 31 27 60 49 27 39 38 35 20 32 30 14 16 15 38 306 97 27 2581 73 30 30 35 25 18
internal_value=9.75507e-05 0.000151401 9.94641e-05 0.000823961 3.22548e-05 0.00123028 0.000126766 -4.14773e-05 0.000129906 -0.000691184 -0.00118499 0.00021681 0.000141113 0.000472811 -2.99437e-05 0.000756428 0.0011285 0.000427527 1.91432e-05 7.41835e-05 -0.00016911 -0.00124012 0.00143997 5.00166e-05 -0.000452784 9.77476e-05 0.000302313 0.000111118 -0.00167591 -0.00210662
internal_weight=316.878 173.659 161.21 12.4491 143.219 10.0678 159.433 55.5815 43.9802 11.6013 6.44586 103.851 80.1517 23.6998 8.54768 15.1521 9.88071 4.88677 41.2202 38.7028 18.729 3.6993 3.1213 141.28 5.81825 4.4305 19.9739 13.2572 5.23558 3.05846
internal_count=4633 1903 1800 103 2730 63 1778 766 630 136 109 1012 835 177 52 125 95 57 570 555 452 146 43 2697 116 43 103 73 82 43
is_linear=0
shrinkage=0.00196078


Tree=929
num_leaves=31
num_cat=0
split_feature=2 0 2 1 1 0 1 1 1 0 0 1 1 2 1 1 0 1 0 2 2 2 0 0 1 0 1 2 0 1
split_gain=0.36519 0.606223 0.606733 0.434031 0.390249 1.77723 0.637823 1.19162 0.997146 0.474613 0.567383 0.351152 0.308771 0.305087 0.937308 1.86985 1.07171 0.842063 2.8508 0.529598 0.803355 0.866847 0.451127 2.12993 0.792605 1.15515 0.693183 0.615101 0.81641 1.46622
threshold=42.081757894750005 0.57927906350000014 42.027798546600003 0.47447681205000009 0.3584174126500001 0.49194634890000005 0.3465914194000001 0.34608245260000009 0.35331277505000008 0.48654231910000006 0.48368312325000012 0.47941678395000004 0.36476452800000009 41.184662530950007 0.41917906650000009 0.40115565405000009 0.54986377655000018 0.39431454150000006 0.5054040298000001 41.087689990200012 40.890797847750008 40.806664626150003 0.52401125715000008 0.52769378160000013 0.39563186730000005 0.53499895210000015 0.3975479776000001 40.00488309970001 0.55688452445000014 0.41861022125000008
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 9 -8 10 -1 -5 -6 19 15 17 -16 18 -15 20 21 22 -14 -24 -25 26 -26 -27 29 -29
right_child=-2 3 -4 11 12 -7 8 -9 -10 -11 -12 -13 13 14 16 -17 -18 -19 -20 -21 -22 -23 23 24 25 27 -28 28 -30 -31
leaf_value=0.00019945401337241654 2.3764769857961859e-05 -0.0020113708088694434 0.00083443746237413447 0.0010717797772255627 -0.00043778588074156691 0.0017008139734070824 -0.0014931861873700579 0.0011522479792987028 0.00030778338622059647 0.0010174145877271887 -0.0004666223811984113 -0.0010895454671420188 0.0002670145183484225 0.00062446311691965583 0.001200084361968165 -0.0028045413313534193 -0.00048601870214548732 0.00086444504975897866 -0.0035960263630679303 0.0009141625204098729 -0.00096515962308099646 0.0011141532802106304 -0.0017915247957395297 0.00077234913907773162 8.1776950271264778e-05 0.00022909878774858721 -0.0021702504583383264 0.0001347683566447724 0.00046104108945344664 -0.0015917840574898592
leaf_weight=64.873971543209336 109.76752271071928 0.81541836158794367 5.2262753900140515 0.51133303430106003 4.2710823747038367 3.1532655535265794 2.1301119973941232 5.1803332045674315 2.6554200025966566 2.5058195888996115 5.3200779408216468 0.66471556900717133 36.006442886544392 1.7589421011507496 2.9122960839886218 1.3206602470017967 2.8851552689447999 1.8506595636717973 0.94638651330023993 3.2608859334141007 2.5957740368321529 3.3874635547399512 2.4847480985335997 5.4773011542856684 0.81349301431328003 25.316295922213612 1.4842577991075812 3.977859824895857 3.4806764428503811 3.6046529226005077
leaf_count=656 2058 180 30 15 56 46 27 47 40 20 41 413 253 16 25 17 35 20 39 19 20 21 67 30 11 301 43 19 41 27
internal_value=0.000114711 0.000164409 0.000175188 -0.000912046 0.000157396 0.000256064 0.000200954 0.000243648 -0.000493855 0.000178905 0.000148971 -0.000149825 7.88727e-05 0.00010018 -0.000198399 -0.000750239 0.00036098 -0.000154751 -0.000851962 0.000138113 0.00010956 0.000141986 0.000102139 -2.51474e-05 7.42535e-05 -2.46077e-05 -0.00137295 6.05541e-05 -0.000325133 -0.000686018
internal_weight=310.639 200.872 198.88 1.99147 193.654 85.819 82.6657 77.8802 4.78553 72.6999 70.194 1.17605 107.835 103.564 11.6741 5.87665 5.79745 4.55599 2.70533 91.8899 88.629 86.0332 82.6457 46.6393 44.1545 38.6772 2.29775 36.3795 11.0632 7.58251
internal_count=4633 2575 1967 608 1937 877 831 764 67 717 697 428 1060 1004 152 92 60 75 55 852 833 813 792 539 472 442 54 388 87 46
is_linear=0
shrinkage=0.00196078


Tree=930
num_leaves=31
num_cat=0
split_feature=1 0 1 1 2 2 0 0 2 0 0 2 0 0 0 2 0 1 2 1 2 2 2 1 0 1 1 0 1 2
split_gain=0.335192 0.963233 1.27509 1.13152 1.11716 1.40908 0.839045 1.90885 1.40248 0.487431 0.669049 1.55697 0.940335 1.14027 0.783297 0.667553 2.07356 1.37172 0.64543 0.653824 0.616759 0.984901 0.878569 0.893818 0.786174 0.732523 0.775309 0.735181 1.11046 1.08136
threshold=0.38906020780000011 0.52252926560000013 0.39019789825000006 0.39048232090000007 40.300545846000013 42.686561923500008 0.52432561900000019 0.5261668812000001 39.065416244600009 0.47880302985000006 0.47787491390000009 39.571921479100006 0.47811442770000007 0.47847369840000004 0.47736594710000008 43.930205408700004 0.51017933595000009 0.35394149875000008 43.157831852650006 0.34626208795000007 41.243661560350013 41.32819714970001 41.489621506400006 0.3453339720000001 0.48233585820000008 0.34554354660000003 0.34512439750000007 0.48458129995000004 0.35986946500000005 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=9 2 -2 -4 -5 -6 8 -8 -3 10 14 -12 -13 -14 -1 18 17 -17 20 -20 25 -22 -23 24 -24 26 -11 -27 29 -29
right_child=1 6 3 4 5 -7 7 -9 -10 15 11 12 13 -15 -16 16 -18 -19 19 -21 21 22 23 -25 -26 27 -28 28 -30 -31
leaf_value=-1.0338727508798938e-05 -0.0019349071719763973 -0.00034398073124966962 0.0013718828633509129 -0.0028249749379740717 0.0012112443933693913 -0.002180387618287555 -0.0022310264377702685 5.6585285577356821e-05 0.0013655578333115741 0.00029265471701706339 0.0012048529373761255 -0.0020856058209901751 0.00011313220864104761 -0.0016268296834031776 0.00059990228198572983 -0.00064950215288617685 -0.0021007207515214683 0.0013514184540024542 0.00019097507698581035 0.0010467551225531034 -0.0010091890239873975 0.00086389192782200183 1.5016280613258355e-05 0.00015766172091538364 -0.0012805771663451922 -0.00034486825011024493 0.001116539241213898 -1.697561129114331e-05 0.00017908905131225518 0.0017611275762036147
leaf_weight=41.589440699968691 2.1659046513959757 3.037323339842259 1.379891589283943 0.76087784022092853 1.2785558972973379 0.74559040616441041 1.4221181267639611 101.06119148251014 4.6999687677598558 9.325605886057021 1.8074090257287014 1.7385331932455281 4.372452809009701 2.1651010264176875 10.038969743996857 2.8329138229601076 1.9134391964180393 2.462021728977561 6.2456275969743711 7.6201801337301731 3.1678216233849517 5.4034839868545523 3.7726007252931586 33.339920751284808 3.4450560659170151 7.6465051155537358 8.2996640950441343 2.0580002684146157 31.690809785155579 3.6421128595247865
leaf_count=993 22 20 6 25 11 57 76 2265 52 44 10 17 34 40 54 20 59 20 24 39 27 26 21 281 28 40 45 24 210 43
internal_value=0.000112283 2.91273e-05 -0.000714642 -8.00601e-05 -0.000799452 -3.80567e-05 7.18477e-05 2.48411e-05 0.000694468 0.000162094 1.80938e-05 -0.000443876 -0.00080394 -0.000463107 0.000108321 0.000228977 -0.000351309 0.000280879 0.000262265 0.000661283 0.000212774 4.82917e-05 0.000121177 2.22257e-05 -0.000603383 0.000341731 0.000680618 0.000209109 0.000322398 0.00111915
internal_weight=311.129 116.551 6.33082 4.16492 2.78502 2.02415 110.221 102.483 7.73729 194.578 61.7119 10.0835 8.27609 6.53755 51.6284 132.866 7.20837 5.29494 125.657 13.8658 111.792 49.1289 45.9611 40.5576 7.21766 62.6627 17.6253 45.0374 37.3909 5.70011
internal_count=4633 2534 121 99 93 68 2413 2341 72 2099 1148 101 91 74 1047 951 99 40 852 63 789 383 356 330 49 406 89 317 277 67
is_linear=0
shrinkage=0.00196078


Tree=931
num_leaves=31
num_cat=0
split_feature=2 2 2 0 0 0 1 2 0 1 0 0 2 0 2 2 1 0 2 1 1 2 2 1 2 2 0 2 2 2
split_gain=0.102165 0.479358 0.225757 0.496095 2.09654 1.42941 1.77877 1.74271 0.939632 1.2906 0.953614 0.774426 0.944711 0.893322 0.821083 0.713108 0.720641 0.798947 0.538149 0.407728 0.843741 0.787736 0.315152 0.272432 0.246096 0.617218 0.423311 0.316563 0.354195 0.563458
threshold=42.081757894750005 42.027798546600003 43.182896969600009 0.52507409960000018 0.5380527529500001 0.50291907430000016 0.3475943834000001 42.546237522150008 0.48104847160000008 0.34545372890000009 0.47736594710000008 0.48368312325000012 42.876019054300009 0.48185683060000012 42.670715716450012 42.546237522150008 0.43643902880000007 0.57299182660000014 42.546237522150008 0.3447651268000001 0.3453339720000001 42.686561923500008 43.276780833950006 0.44922307715000004 43.384297312450009 43.521589032450009 0.48119816770000007 43.735142172100005 43.930205408700004 43.895345911700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 5 -5 6 8 -8 9 19 -11 12 13 -10 -13 16 -6 -18 -15 -2 21 -21 -4 -17 -24 26 -26 -27 29 -29
right_child=2 -3 22 4 15 -7 7 -9 11 10 -12 14 -14 18 -16 23 17 -19 -20 20 -22 -23 24 -25 25 27 -28 28 -30 -31
leaf_value=0.0023069492141807859 0.029981538722783627 0.034607601434171444 0.031983851500909072 -0.1256871802718614 -0.023309611924992951 0.053114916402224592 0.010648698606548501 -0.14250940493705286 -0.02977460831924808 0.0012144651455690092 -0.12060392079670908 0.025759401707926684 0.11098366953089081 0.015927873390619306 -0.041048866103697665 -0.060441695224791758 0.086328454493431461 -0.013503765226764969 0.10639680250994224 -0.11767596989309695 0.025018803976346898 -0.013242932385544429 -0.026682660853585782 -0.0085433035316524308 -0.00064852813441888162 -0.029532096001066994 0.070095983514024754 0.0043173925022354787 -0.0016902903818057343 0.071206620656548578
leaf_weight=178.82873369642795 2.8356666824702241 4.715643462695879 3.6387549002101869 1.7208483854774375 2.6377856540493649 4.421607654890976 1.2572990301996463 1.8159519295149946 1.9463624805212001 0.97924539796076659 1.8692958597093818 4.2503207698464394 1.5938884466886518 1.3630718216300013 3.243428710848093 2.364391703158617 2.0138971395790581 1.3317328310440641 1.2702492997050283 1.1443201119545849 2.6570279786828905 1.958379953575786 2.9185040173406369 1.7676450680446576 1.3678860970267117 3.3710294848406184 2.2161101610472542 4.0811947921756646 32.184152796526178 1.8213952125151989
leaf_count=2539 76 36 32 56 24 38 14 32 11 18 43 20 13 5 26 39 10 52 57 34 23 44 33 58 24 64 24 60 1112 16
internal_value=0.00175404 0.00313682 -0.000888578 -0.0061127 -0.0236485 0.000252944 -0.00804008 -0.0798508 0.000748503 -0.0203912 -0.0787263 0.0184492 0.0446751 0.0215974 -0.00315641 -0.00628958 0.0157748 0.0465901 0.0595679 -0.00105875 -0.0163407 -0.0517593 0.00361097 -0.0382401 0.00145832 0.00328172 0.0430953 -0.00016013 0.00243956 0.0249578
internal_weight=279.586 183.544 96.0414 44.4424 11.8363 32.6061 28.1845 3.07325 25.1113 11.4439 2.84854 13.6673 6.17357 4.57968 7.49375 10.1155 5.98342 3.34563 2.63332 8.59539 5.75973 3.1027 51.599 4.13204 47.9603 45.0418 3.584 41.4578 38.0867 5.90259
internal_count=4633 2575 2058 693 239 454 416 46 370 238 61 132 86 73 46 183 86 62 62 177 101 78 1365 97 1333 1300 48 1252 1188 76
is_linear=0
shrinkage=0.1


Tree=932
num_leaves=31
num_cat=0
split_feature=1 0 2 0 0 1 0 2 0 1 2 2 0 1 0 2 2 1 1 1 2 0 1 2 1 1 2 2 0 1
split_gain=0.642557 0.855831 1.66703 0.690362 0.85343 0.587366 0.569892 0.546768 2.14195 0.828736 0.499482 0.841222 1.45426 1.15358 1.04529 0.902091 1.08342 0.816074 0.76507 0.754435 0.699395 0.623073 0.554787 2.076 1.58459 1.2161 0.67723 0.617802 0.48458 0.464535
threshold=0.39078171310000004 0.52688542260000015 40.300545846000013 0.5116313883000001 0.52432561900000019 0.40651477500000005 0.47721625100000004 43.930205408700004 0.51017933595000009 0.35331277505000008 43.182896969600009 42.055256506450007 0.48077901860000011 0.34545372890000009 0.48119816770000007 42.431220712750012 42.783136484500005 0.3453339720000001 0.34626208795000007 0.3475943834000001 43.022303514600004 0.47757552170000012 0.34512439750000007 41.444941515100005 0.34524415440000006 0.34491482290000003 40.408647214050006 41.873095646600007 0.47709649410000005 0.38723391515000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 -2 -4 -5 -6 28 10 9 -9 11 21 13 17 -14 -16 19 -13 -12 -17 -18 -8 23 25 -24 26 -23 -26 -1 -10
right_child=1 -3 3 4 5 -7 7 8 29 -11 18 12 14 -15 15 16 20 -19 -20 -21 -22 22 24 -25 27 -27 -28 -29 -30 -31
leaf_value=3.7379958078717682e-05 -0.0024930607348750658 5.0696131498913528e-05 -0.0021089700020365514 0.0010526181912479168 -0.0021268299255509777 0.00062692453112894427 0.0010827737018253155 -0.00026437034119782113 -0.0028308741757883142 0.0010521612539293337 7.055035896002904e-05 -0.0012797745245375189 0.0012686257039692846 -0.002288898218770949 -0.00065022076965985903 0.0011804419950070776 -0.0010754143527929355 0.0005192984004163256 0.0010307026632819733 -9.76060565476859e-05 0.00020472298481431203 0.00017003750043719914 0.0013508894822639103 -0.0014570277705118161 0.00024397392505485686 -0.00055216684644432477 0.0011569911906083882 0.00093302003422255394 -0.00088653407671494052 -0.00080983349390350982
leaf_weight=35.15243117845057 1.5187465216731642 98.296003861537997 0.54473655973561141 2.0433678514091302 0.73530191183090188 0.50049417035188526 3.9426843076944342 4.7065709113376197 1.184863588074222 3.0164489690214396 5.3805033974349481 1.8981092488393216 2.8602648675441769 1.7233220934867857 5.8199553005397346 5.2969596013426763 2.7550956690683961 1.9811685206368563 7.839537251740694 2.6713121943175793 4.0571913495659828 5.5669147595763224 5.7239366844296447 3.1981970854103556 82.075227057095617 4.7034333646297446 5.1420183498412371 5.3275278229266396 2.3270168751478186 0.69297556509263802
leaf_count=956 56 2226 51 49 57 24 16 31 51 29 24 27 18 42 37 70 30 16 41 22 23 30 24 24 547 35 21 28 17 11
internal_value=0.000134988 9.15549e-06 -0.000755125 -6.48649e-05 0.000274703 -0.00101157 0.000198589 0.000247478 -0.000206844 0.000249839 0.000275091 0.000241769 -5.6454e-05 -0.000953993 0.000157885 3.66459e-06 0.000261137 -0.000360978 0.000639925 0.000751985 -0.000313003 0.000316695 0.000289664 -1.94023e-05 0.000351428 0.000278917 0.000643935 0.000285974 -1.99838e-05 -0.00208505
internal_weight=308.682 103.639 5.34265 3.8239 3.27916 1.2358 205.044 167.564 9.60086 7.72302 157.963 144.743 29.0634 5.6026 23.4608 20.6005 14.7806 3.87928 13.22 7.96827 6.81229 115.68 111.737 18.6106 93.1267 15.4124 10.7089 87.4028 37.4794 1.87784
internal_count=4633 2463 237 181 130 81 2170 1197 122 60 1075 1010 285 85 200 182 145 43 65 92 53 725 709 110 599 86 51 575 973 62
is_linear=0
shrinkage=0.00196078


Tree=933
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 2 2 1 2 1 0 0 1 1 1 1 1 1 1 2 0 2 2 2 2 1 1 2 2 2
split_gain=0.0975439 0.406566 0.675053 0.343359 0.823785 1.52373 0.416745 0.394726 0.601344 0.291682 0.689609 0.287023 0.911959 0.376953 0.903787 0.688785 0.604348 0.342328 1.24532 0.799658 0.489051 0.44227 0.375353 1.03155 0.579682 0.356658 0.671374 0.31726 0.467272 0.470911
threshold=0.54504356155000011 0.54353163080000011 0.41917906650000009 0.42802610700000004 0.42307116555000007 41.404176814550006 49.064150740050003 0.41997245590000004 38.110427674550003 0.43075057630000008 0.55348642255000013 0.56345618395000019 0.43349001525000008 0.45107930900000009 0.46280051495000007 0.44618424600000006 0.43694799560000003 0.43837010870000009 0.44844465735000011 40.94178426300001 0.56859076075000015 37.232443001650005 39.476991512000005 40.574766824850009 39.427119987250002 0.46097422230000007 0.4690129038000001 38.983591653800012 38.621016321050007 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=1 -1 -3 4 5 7 -7 8 -2 -5 -11 13 -13 15 -15 16 -12 20 19 -19 -14 -20 24 -24 27 -25 -27 28 29 -23
right_child=3 2 -4 9 -6 6 -8 -9 -10 10 11 12 17 14 -16 -17 -18 18 21 -21 -22 22 23 25 -26 26 -28 -29 -30 -31
leaf_value=0.0017985908654915056 0.038805237331449943 -0.012845466548237339 0.051060226663909442 0.046207305299813518 -0.066401418453892788 -0.11601476178624193 0.0081103734848105603 0.047537633650359866 -0.048159580407081737 -0.058172098773292859 0.042191696208133019 -0.13683452820127093 -0.00735338626652755 -0.062842929243216814 0.042409499703747106 0.072124546806793907 -0.029257339169324766 -0.0027623756056180618 -0.12322051351576541 -0.11888869355652604 0.065855329850950314 0.035086976265332186 -0.12674678385486762 0.021153607941896857 0.10809068070112784 -0.10923049740929812 -0.0014464975188112482 -0.026090118233329119 0.10238672913022116 -0.10703321226588978
leaf_weight=223.07921001565046 1.6363262180821023 2.6964848184143184 4.2711827727034688 1.435283612780039 2.6695690687629394 1.2452281735604627 0.34555066416214675 2.9025622941553593 1.5466977413743732 1.9149682440329332 2.4357779823767469 0.49505441123619931 1.8646468799561291 1.6552868410217345 1.6087132780812679 2.5254941061139107 2.3032973017543554 1.00109491102194 0.26740550977251842 1.4545895232004111 1.7869673825625794 1.0246048167828155 0.62906964802641496 6.3840334396809322 0.81909106823150057 0.6421121903695165 5.779304975993 1.2307854565297018 0.72953095405682677 0.30182480070652662
leaf_count=2847 26 23 33 29 35 60 40 16 23 24 34 12 23 29 13 13 20 40 263 63 29 26 99 60 6 88 547 38 17 57
internal_value=0.00168134 0.00254156 0.0263287 -0.00238759 -0.0185517 -0.00191128 -0.0890522 0.0208674 -0.00345278 0.00198007 0.000257614 0.00346011 -0.00249246 0.0172609 -0.0109676 0.0299442 0.00746586 0.000288489 -0.00479043 -0.0715481 0.0284723 0.00441544 0.00636127 -0.00172579 0.0328226 0.00441588 -0.0122244 0.014065 0.0381035 0.00274798
internal_weight=278.682 230.047 6.96767 48.6349 10.3459 7.67637 1.59078 6.08559 3.18302 38.2889 36.8537 34.9387 24.4101 10.5286 3.264 7.26457 4.73908 23.9151 20.2634 2.45568 3.65161 17.8078 17.5404 13.4345 4.10584 12.8055 6.42142 3.28675 2.05596 1.32643
internal_count=4633 2903 56 1730 200 165 100 65 49 1530 1501 1477 1368 109 42 67 54 1356 1304 103 52 1201 938 794 144 695 635 138 100 83
is_linear=0
shrinkage=0.1


Tree=934
num_leaves=31
num_cat=0
split_feature=0 1 0 1 0 1 1 0 0 0 2 1 0 2 2 2 2 2 0 1 2 1 1 1 1 1 0 2 1 1
split_gain=0.0933221 0.915879 0.393792 0.357759 1.15523 1.12367 0.35413 1.14819 0.561868 1.26014 1.52887 0.916088 0.415829 0.463673 0.87214 0.730451 0.662553 0.875035 0.811601 0.930798 0.685211 0.952895 0.862997 1.76858 0.933272 0.553623 1.20774 0.551719 1.53767 0.675681
threshold=0.51657136015000005 0.37644082515000005 0.5195503128500002 0.38906020780000011 0.52157121045000021 0.38723391515000005 0.38334181610000007 0.5116313883000001 0.5132031975000001 0.50913146310000013 41.404176814550006 0.36880632320000012 0.50101793360000013 38.621016321050007 38.983591653800012 39.032633164100012 40.148327922700012 40.574766824850009 0.48032993025000009 0.34524415440000006 40.94178426300001 0.34545372890000009 0.34503457980000002 0.34524415440000006 0.34515433670000012 0.35331277505000008 0.47820424540000012 41.319407281650008 0.34560342505000002 0.34479506600000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 -2 -3 5 -5 -4 8 -8 9 11 -11 12 13 -1 -15 -16 18 -18 19 -17 21 22 -19 24 -24 27 -27 28 29 -22
right_child=1 2 3 4 -6 -7 7 -9 -10 10 -12 -13 -14 14 15 16 17 20 -20 -21 25 -23 23 -25 -26 26 -28 -29 -30 -31
leaf_value=0.019196433749051483 -0.088218327441391492 -0.041917673800266404 -0.017387878202847037 -0.13372940149346416 0.00031820872523814878 0.057802405135317481 -0.11027433078105715 0.034528862039125495 0.037933303543571328 -0.13132043117739711 0.029550461686688092 0.033422810209254708 -0.028217242235134374 -0.063866890442772245 0.081776318147396748 -0.0169021539681142 0.029510504622303507 -0.025547496925996366 0.017844445832698532 -0.091380820660311446 0.043245386058284367 0.00016113306043555848 -0.1376091796023825 -0.30042998322247505 0.11030136813099799 0.018943540988779758 -0.10057321954405062 0.00083948240603486611 0.0847693324338471 -0.015549816671904242
leaf_weight=15.147643636643805 1.1832444201572787 2.1737617705221046 3.8448847697582087 0.64704652840737154 100.57719849463206 4.1143830828368664 1.0807379828474943 1.1100261234678326 4.6231072919908902 1.5053780060261481 0.97235724516212929 9.7167797228321415 4.4990452365018418 2.059122293489053 1.1302284849807609 5.4621476096799579 11.48264360509347 1.238586887775454 3.5418665092438459 2.4220701534068212 2.8542132383881818 3.4716512262821198 0.38943122210912384 0.44628813117742538 0.24890834093093872 1.7986471323383733 1.595521326176822 78.841816845919311 3.0807635225355616 6.201381288934499
leaf_count=310 38 25 36 10 2441 24 73 14 27 35 17 77 45 19 6 43 94 15 26 22 30 21 60 4 1 109 24 912 19 56
internal_value=0.0015176 -0.000702508 0.000227405 0.00106648 -0.000538652 0.0214802 0.00303259 -0.0369048 0.00357025 0.00256546 -0.0681886 0.00369192 0.00171204 0.00266423 0.000680918 0.00175101 0.00101612 0.00336329 -0.0219192 -0.0397824 0.000365905 -0.0330113 -0.0825819 -0.147712 -0.0409412 0.00241541 -0.0372386 0.0038948 0.0237432 0.00298172
internal_weight=277.461 112.541 111.357 109.184 101.224 7.95927 164.92 2.19076 162.73 158.106 2.47774 155.629 145.912 141.413 126.265 124.206 123.076 111.65 11.4261 7.88422 100.167 5.79487 2.32321 1.08463 0.63834 94.3723 3.39417 90.9782 12.1364 9.05559
internal_count=4633 2574 2536 2511 2451 60 2059 87 1972 1945 52 1893 1816 1771 1461 1442 1436 1345 91 65 1251 101 80 65 61 1150 133 1017 105 86
is_linear=0
shrinkage=0.1


Tree=935
num_leaves=31
num_cat=0
split_feature=0 1 1 1 1 0 0 1 2 1 0 0 2 2 0 1 1 2 0 1 0 0 0 2 1 1 2 2 2 0
split_gain=0.0865135 0.377777 0.209373 0.18066 0.142709 0.27405 0.219073 0.202592 0.393121 0.268622 0.220412 0.159722 0.334119 0.0955558 0.656367 0.518306 0.486844 0.296111 0.569071 0.572728 0.789218 0.545618 1.25104 1.0876 0.593256 0.507443 0.60362 0.445095 0.545071 0.339244
threshold=0.61797550970000004 0.45824975300000009 0.45932756505000005 0.58454836680000011 0.57854555250000017 0.66977036620000019 0.66011496660000013 0.51869704500000013 45.921757303800007 0.5225142959500001 0.63528038085000016 0.62572976855000018 37.817254840650008 47.927946529500012 0.58887458460000019 0.40272746325000003 0.48522499325000007 44.279556297950009 0.60134427115000011 0.45824975300000009 0.58984760935000013 0.47943175355000006 0.47774018740000007 44.908704241950012 0.4172030777500001 0.36166581840000006 47.74983977685001 44.749265482150008 45.205561619650005 0.58634472020000017
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 -2 -3 4 5 6 7 8 10 -9 11 12 -4 17 15 -15 -17 29 19 20 21 22 27 -23 25 -25 -27 -19 -29 -1
right_child=1 2 3 -5 -6 -7 -8 9 -10 -11 -12 -13 -14 14 -16 16 -18 18 -20 -21 -22 23 -24 24 -26 26 -28 28 -30 -31
leaf_value=0.0021182611689347687 -0.12173012309644293 0.10624479489217281 0.090108172329723443 -0.10753411795973966 0.065586274117495486 -0.10485272437193394 0.0543745093881456 0.099883181073360625 -0.10878805531802943 -0.10221355469777614 -0.10616663548207227 0.07530450798024424 -0.10247883182985998 0.010279990600756211 0.074772794571346363 -0.108420154467611 0.0043893841482087912 -0.11333970248091901 0.072790736128164821 -0.12944560135800109 0.10964042235177728 -0.13120691697903478 0.095463305980233573 0.050669115272308531 0.033324344201080061 -0.10788094010510565 0.017280538284049698 0.020799473352712761 -0.10632085341273523 -0.043883211486736511
leaf_weight=247.98761555882538 0.29930739201336054 0.16287568074676562 0.15921204988262772 0.17919367253296048 0.2669131246220785 0.27863792425080181 0.5619386741582274 0.26525390590541054 0.47277036352897994 0.087453236777378152 0.14911454216462516 0.35406358852924313 0.2074762612755876 10.311809235499821 1.3937010775553051 0.76610030828305642 0.76413872095872648 0.5464560869731877 0.67467066645622331 0.47371852654032487 0.4689984470605858 1.132383214891888 1.0855732113122938 0.41072475910186845 1.3588701960397882 1.3441106740501707 0.54017403325997282 1.3730211599468019 0.44715640792855982 1.6135613613369049
leaf_count=3015 15 3 11 115 13 115 32 8 27 90 52 24 81 149 53 111 51 23 8 15 2 42 5 4 24 150 10 21 99 265
internal_value=0.00137345 -0.0143762 -0.00415911 -0.0101893 -0.00396572 -0.0112863 0.000263523 -0.0176721 -0.0353899 0.0497736 0.00450181 0.0273977 -0.0188597 0.00157238 0.00986039 0.00222079 -0.0520877 0.00114958 -0.0158513 -0.0223651 -0.0165395 -0.0237226 0.00657936 -0.0455787 -0.0190414 -0.050047 -0.0720005 -0.0341916 -0.0104297 0.00182088
internal_weight=276.137 3.44421 3.1449 2.98203 2.80283 2.53592 2.25728 1.69534 1.34264 0.352707 0.869866 0.720752 0.366688 272.693 13.2357 11.842 1.53024 259.457 9.85586 9.18119 8.70747 8.23847 3.45221 4.78626 3.65388 2.29501 1.88428 2.36663 1.82018 249.601
internal_count=4633 586 571 568 453 440 325 293 195 98 168 116 92 4047 364 311 162 3683 403 395 380 378 148 230 188 164 160 143 120 3280
is_linear=0
shrinkage=0.1


Tree=936
num_leaves=31
num_cat=0
split_feature=0 0 0 1 0 1 1 1 2 2 0 1 1 1 1 0 0 0 2 2 1 0 2 1 0 0 0 1 2 2
split_gain=0.089647 0.562905 0.325122 0.208305 0.638778 1.11936 1.15311 0.614399 0.582503 0.569598 0.189435 0.825812 0.651522 0.794173 0.474438 0.515241 0.430041 0.444565 0.351104 0.414226 0.359973 0.305361 0.734621 0.197493 0.154921 0.15468 2.75851 1.62393 0.760943 1.46761
threshold=0.47721625100000004 0.47709649410000005 0.47757552170000012 0.34512439750000007 0.48119816770000007 0.34494476210000008 0.3447651268000001 0.34527409360000011 41.529896397300007 41.489621506400006 0.47697673720000006 0.34482500525000009 0.34506451900000007 0.34518427590000006 0.34548366815000003 0.47642286160000008 0.47396784530000008 0.47500074850000013 42.206017975500011 44.749265482150008 0.3584174126500001 0.47673722340000008 43.968221017800005 0.34377713240000007 0.45798030000000006 0.48458129995000004 0.48368312325000012 0.34587287805000005 39.427119987250002 40.148327922700012
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 10 -2 4 5 6 -4 9 -6 -5 11 16 -13 21 -15 18 23 -18 -16 -20 -21 22 -14 -1 -22 26 28 -27 -9 -30
right_child=2 -3 3 7 8 -7 -8 25 -10 -11 -12 12 13 14 15 -17 17 -19 19 20 24 -23 -24 -25 -26 27 -28 -29 29 -31
leaf_value=9.3179722067165212e-05 0.024908198412850691 -0.052238376213365412 -0.045303972887364707 0.057525328453788716 0.034783614503403476 -0.080718744487073196 0.028329838121574653 0.056175293064288458 -0.012971758208146457 0.0061675044541024664 0.025125294299213303 -0.12253429356766794 -0.12181453607480125 -0.10837755025104723 0.017664148655744623 -0.13659755684357963 0.058790810385142125 0.0033100104178945162 -0.11191823586895099 0.10874727492071762 0.022760553892630944 0.12143484644619361 0.11297312176763274 -0.057522241258989186 -0.12138068328429497 0.065555368057375718 -0.10193737631346562 0.00096745772424065238 -0.066326177852435539 0.0049127849696337135
leaf_weight=15.956224660838426 5.9904726557433596 2.2238894235342732 4.0664498561527598 3.7680817171931249 4.9202941507101041 2.6960176313295952 4.4586007865145802 2.4701452367007724 5.3114344689529389 5.058647396042943 2.706023438833653 0.75972126182750699 0.24053867962720676 0.86258952572188707 1.7325867279032543 0.3655148937832563 2.7446745773777357 3.0483449190796819 0.5881512957421362 0.21744126081466675 0.13034472521394491 0.42730677127838135 0.29881343245506287 0.61798499860924572 0.17424127832055092 3.9903047941625109 2.7052877806127062 159.36112429263363 3.1604280576575539 34.029974150238559
leaf_count=507 38 17 30 20 21 24 34 18 33 32 25 47 64 64 73 12 19 30 41 1 58 1 1 16 4 26 34 3036 20 287
internal_value=0.00123415 -0.00364738 0.00190175 0.00131776 -0.0080776 -0.0245551 -0.0067935 0.00225723 0.00999313 0.0280919 -0.000146923 -0.00257506 -0.0362096 -0.0231907 -0.042539 -0.0248374 0.0061425 0.0295963 -0.0104676 -0.054371 0.0104656 0.0582902 0.00826321 -0.00205507 -0.0596968 0.00114874 -0.00423563 0.00254519 0.00242871 -0.00114108
internal_weight=275.082 33.0944 241.987 235.997 21.4528 11.2211 8.52505 214.544 10.2317 8.82673 30.8705 28.1645 5.79725 5.03753 4.07087 3.20828 22.3672 5.79302 2.84277 1.11018 0.522027 0.966659 0.539352 16.5742 0.304586 205.717 42.3658 163.351 39.6605 37.1904
internal_count=4633 980 3653 3615 142 88 64 3473 54 52 963 938 366 319 253 189 572 49 177 104 63 66 65 523 62 3421 359 3062 325 307
is_linear=0
shrinkage=0.1


Tree=937
num_leaves=31
num_cat=0
split_feature=1 2 0 2 0 0 0 1 2 2 1 2 1 2 0 1 1 1 1 0 0 0 1 1 0 2 0 2 0 0
split_gain=0.0847863 0.21676 0.0855127 0.174765 0.078717 0.454418 0.261979 0.175672 0.529542 1.71669 0.804291 0.647697 0.502205 0.496767 0.155158 0.713704 0.588561 0.690673 0.444821 0.461202 0.357801 0.386826 0.310784 0.501764 0.285597 0.283965 0.269596 0.653772 0.160638 0.462977
threshold=0.50056884525000012 48.109449608500007 0.63013083440000017 45.044778924400006 0.47721625100000004 0.47709649410000005 0.47757552170000012 0.34512439750000007 41.444941515100005 42.206017975500011 0.34491482290000003 40.408647214050006 0.34527409360000011 41.489621506400006 0.47697673720000006 0.34482500525000009 0.34506451900000007 0.34518427590000006 0.34548366815000003 0.47642286160000008 0.47396784530000008 0.47500074850000013 0.34554354660000003 0.35696536035000009 0.45995628875000011 50.189067467950004 0.47673722340000008 43.968221017800005 0.45995628875000011 0.4560492201000001
decision_type=2 2 2 2 2 2 2 2 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 14 -6 8 10 -10 11 -8 13 -9 15 20 -17 26 -19 22 28 -22 -20 -24 25 -25 27 -18 29 -1
right_child=1 -3 -4 -5 6 -7 7 12 9 -11 -12 -13 -14 -15 -16 16 17 18 19 -21 21 -23 23 24 -26 -27 -28 -29 -30 -31
leaf_value=-0.0011733401579548455 -0.10027540876298023 0.0018026343599726509 -0.10594208568286699 0.10251675826202256 0.022630491201013937 -0.046958969284716795 -0.0043067573139202375 0.054120441617591379 -0.08435166506325259 0.01223141635122792 -0.030901214025426844 0.04822887044059733 0.0012251489675161502 0.0055583947630358458 0.022794052155636985 -0.12048934248980869 -0.11947000331526694 -0.10761857147347809 0.047575270093352072 -0.13365937363209113 0.055326325574920357 0.0029809540536578109 -0.11271134485635577 -0.10953467750633464 0.026749482294994832 0.10277592183542193 0.11898374518798097 0.11158724754895646 -0.018098751819013201 0.076320844503998453
leaf_weight=11.297302096120813 0.10722203153636556 1.2292478108138309 0.3303275776743817 0.070397727191448212 5.9370093997567883 2.2263807523995629 4.8965811543166655 3.6129172816872579 3.1880373656749716 4.3532120936142746 4.40691342530772 4.5065414570271969 203.56961195452345 5.0520603079348803 2.6856302954256526 0.69849461238481936 0.22169960153587442 0.78572746232566748 0.70255432091653425 0.33763233153149474 2.6309649851173154 3.0464603057480417 0.53534420634241575 0.34133045298949571 1.0961810442386193 0.077255785465240479 0.39419642090797424 0.27356311678886414 4.4503082592273122 0.82740440801717419
leaf_count=452 193 95 323 1 38 17 30 20 27 29 35 21 2809 32 25 47 64 64 4 12 19 30 36 108 28 1 1 1 60 11
internal_value=0.0011179 -0.0209041 -0.0758551 -0.0199009 0.00125847 -0.00334944 0.00188618 0.00135892 -0.00728726 -0.0285988 0.00435032 0.0208715 0.00222875 0.0258066 -0.00015586 -0.00237963 -0.0347632 -0.022198 -0.040435 -0.0233531 0.005572 0.0272382 -0.00982334 -0.0294933 -8.26603e-05 -0.0703499 0.0572738 0.00815669 -0.00184931 0.00411496
internal_weight=273.889 1.7372 0.507947 0.17762 272.151 32.6284 239.523 233.586 21.3513 7.54125 13.81 9.40312 212.235 8.66498 30.402 27.7164 5.46398 4.76548 3.87603 3.0903 22.2524 5.67743 2.75267 2.05011 1.51477 0.418586 0.889459 0.495263 16.575 12.1247
internal_count=4633 612 517 194 4021 980 3041 3003 142 56 86 51 2861 52 963 938 366 319 253 189 572 49 177 173 137 109 66 65 523 463
is_linear=0
shrinkage=0.1


Tree=938
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 1 2 2 2 2 1 2 1 1 0 1 1 1 2 0 2 2 1 0 0 2 2 1 1 1
split_gain=0.0852916 0.207224 0.373174 0.57836 0.191152 0.184771 0.21044 0.179576 0.148873 0.280674 0.356909 0.18477 0.538837 0.243439 0.211448 0.166733 0.404366 0.581818 0.654524 0.330125 0.305343 0.915133 0.364313 0.792457 0.232901 1.28823 0.561022 0.316854 0.62342 0.244726
threshold=49.292797572200008 49.064150740050003 0.31118828780000007 0.31060447290000009 0.50491003265000012 0.4995808509000001 51.757767929250001 48.823707093150006 47.927946529500012 45.700098835450007 0.37447980600000008 48.823707093150006 0.39078171310000004 0.37644082515000005 0.59336546810000013 0.46551001470000003 0.45824975300000009 0.4529056016000001 37.817254840650008 0.56685428580000019 41.559097512700014 39.571921479100006 0.46097422230000007 0.56579144335000009 0.57212358910000016 40.94178426300001 40.806664626150003 0.43837010870000009 0.45107930900000009 0.44618424600000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 7 5 6 -2 -1 9 15 -11 12 -10 -13 -14 16 17 24 -19 -17 21 -18 -22 -24 29 26 27 -26 -29 -4
right_child=4 -3 8 -5 -6 -7 -8 -9 11 10 -12 13 14 -15 -16 19 20 18 -20 -21 22 -23 23 -25 25 -27 -28 28 -30 -31
leaf_value=-0.016245188674161658 -0.0085761315071209848 0.037843079804263068 0.0012364018969479313 -0.11921523075926804 -0.10184138432797384 0.05443506324131786 -0.10166091102971762 0.10189220340166164 0.062141804066121291 -0.1084841346498867 -0.01469622529220007 -0.024948751584694378 -0.043027309348333646 0.022001131660566935 0.022305239982670623 -0.11070015211258973 0.08562207319437877 0.006189714974018037 -0.11134996585182155 -0.0098989799696159644 0.094786399631475116 -0.063424893066456683 0.11409182707011772 -0.10785608565456406 0.077875190676029646 -0.11371145736184195 0.11099055381769048 -0.12653275903621519 0.027095614126375636 0.018480712120194542
leaf_weight=0.64494496180941385 2.7557303980283909 1.5358252153964702 233.36114858059594 0.65472972381394356 0.23273075468023297 0.41426902171224345 0.26634176988954994 0.16073628142476082 2.2821450997143966 0.45863776287296731 3.518974004604388 2.0910137668251991 0.95414010155946005 2.3405794545542449 1.0303334631025789 0.36575171817094032 0.75185455060090978 0.92355921894522797 0.97275005449773744 2.908709503558697 1.2279235874302683 0.91118607914540917 0.31824690103530873 0.32530832942575216 0.31697571073891539 1.0783724791835991 0.52445837855339039 0.44665695847834264 0.64641950419172645 8.5306102950125915
leaf_count=178 111 31 2654 24 69 8 126 3 15 95 138 15 19 26 25 12 34 20 58 713 9 14 1 63 15 38 2 62 5 50
internal_value=0.00100924 0.00121558 0.00100548 -0.0494061 -0.0141346 -0.00819456 -0.0167799 0.00732364 0.00128195 0.000847458 -0.0255104 0.0141491 0.0290029 -0.000151816 -0.00910682 0.00126085 0.0015541 0.00107313 -0.0541046 -0.0211583 0.0351382 0.00395869 0.0628451 0.00190021 0.00150038 -0.0261313 0.0226894 -0.0101536 -0.0356806 0.00184454
internal_weight=272.951 269.282 267.746 1.46041 3.66907 3.43634 3.02207 0.805681 266.286 257.588 3.97761 8.69821 4.26662 4.43159 1.98447 253.61 250.335 246.801 1.89631 3.27446 3.53452 1.66304 1.87148 0.643555 244.905 3.01288 1.93451 1.41005 1.09308 241.892
internal_count=4633 4319 4288 205 314 245 237 181 4083 3983 233 100 59 41 44 3750 3025 2904 78 725 121 48 73 64 2826 122 84 82 67 2704
is_linear=0
shrinkage=0.1


Tree=939
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 2 2 1 2 0 1 2 0 0 1 0 1 0 2 2 0 0 2 2 0 0 0 1 1
split_gain=0.347044 1.34441 2.34092 1.14 0.865353 0.717282 0.532926 0.952437 1.4538 0.437361 0.433953 0.937358 0.984252 1.5344 1.74555 0.85011 1.58475 0.872531 1.70116 0.811071 0.577096 0.450425 0.37514 1.3164 1.39095 1.16395 0.60526 0.440669 0.364912 1.08972
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5054040298000001 0.5116313883000001 0.37407562650000009 42.243697547450004 42.431220712750012 0.34626208795000007 41.600558339100012 0.48588365620000007 0.36166581840000006 41.444941515100005 0.48911709230000006 0.49194634890000005 0.35585760905000008 0.47976108500000009 0.34608245260000009 0.48368312325000012 36.772607578000013 41.808689985400001 0.49688632075000011 0.5132031975000001 47.079243513300007 41.16018805045001 0.50291907430000016 0.51657136015000005 0.5195503128500002 0.38906020780000011 0.39019789825000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -5 -2 10 8 -8 -3 15 12 13 -12 -15 17 -17 18 -1 -13 -19 -16 23 24 25 -7 -24 -28 -29 -30
right_child=5 3 -4 4 -6 22 7 -9 -10 -11 11 19 -14 14 21 16 -18 20 -20 -21 -22 -23 26 -25 -26 -27 27 28 29 -31
leaf_value=0.00018591303017113011 -0.0011501295052642002 0.00094731202792827087 -0.0021873849343472867 0.00078067082607551378 -0.00074482982257775463 0.00099170235477007715 -0.002527851496715393 4.1271641059458073e-05 0.00028392794697469609 0.0020495208138748139 0.0018889543471631008 0.00052178445547807406 6.3463293338739447e-05 -0.0011835394617029137 0.00054562942784635508 0.00082870407300402696 -0.0028403424577110323 0.001550662743057767 -0.0013418651452625349 -0.00070326078467083724 0.00033576923112269951 0.0021203168253968005 0.00078352276944158015 0.0014143854812946033 -0.0023419785606904908 -0.0011178214838527892 -0.00079200447909616521 0.00045098620286168888 -0.0010406823153343097 6.5507824924922772e-05
leaf_weight=66.440429240750746 1.9570777229964722 3.0866530202329141 1.6821980094973685 3.8766727782785892 2.2648966877022758 1.7942118956707407 1.4207059638792991 49.573630825712826 1.4072399279102681 2.5093563422560692 4.9336980059742945 4.3231736030429584 5.1240597367286673 1.8123650550842283 1.4861980620771649 0.8306117049360171 0.99450038396753371 2.7987466253398443 2.9254799634218207 4.0007168520241976 3.2475701477378607 1.3174821734428404 4.407719242386519 1.2613057277631012 1.6115834705997256 2.2878697627456859 2.3769612958858479 8.5523224014323187 3.5343767704907796 109.49496331217529
leaf_count=691 33 19 22 21 40 21 41 718 7 23 38 27 30 14 25 42 13 49 24 25 16 18 29 13 69 27 26 61 28 2423
internal_value=0.000101377 0.000161679 0.000113022 0.000801396 0.000218095 2.84332e-05 0.000138375 -2.18656e-05 -0.00112866 0.00144156 0.000222146 0.000458582 0.00075673 0.00112871 0.000316155 0.000151747 -0.00117055 0.000183749 0.00012148 -6.70098e-05 0.000898125 0.00128559 4.54781e-05 -0.00039805 -0.000799555 -0.000190615 6.95087e-05 4.41198e-05 6.04663e-05 3.09178e-05
internal_weight=303.335 166.056 154.319 11.7376 6.14157 137.278 152.637 52.4016 2.82795 5.59601 100.235 22.9977 14.6738 9.54974 4.61605 77.2373 1.82511 75.4122 69.3659 8.32389 6.04632 2.80368 135.321 6.95497 5.69367 4.08208 128.366 123.959 121.582 113.029
internal_count=4633 1903 1800 103 61 2730 1778 766 48 42 1012 177 125 95 57 835 55 780 715 52 65 43 2697 130 117 48 2567 2538 2512 2451
is_linear=0
shrinkage=0.00196078


Tree=940
num_leaves=31
num_cat=0
split_feature=1 2 1 1 2 2 1 0 0 2 2 1 2 2 2 0 0 0 0 2 2 0 1 2 2 1 0 0 2 0
split_gain=0.0890121 0.302944 0.176526 0.0893769 0.105205 0.290484 0.239659 0.178318 0.228121 0.403508 0.291844 0.092824 0.322755 0.0915109 0.270686 0.220785 0.182644 0.447187 0.139859 0.591047 0.369296 0.329467 0.470033 0.639028 0.502036 0.135923 0.430693 1.38017 0.493265 0.486868
threshold=0.31060447290000009 49.247968080500009 0.30560462260000004 0.31100865245000009 49.064150740050003 49.960114208400007 0.50491003265000012 0.66718062335000017 0.58035687555000015 51.757767929250001 52.497658770700006 0.4995808509000001 48.109449608500007 47.74983977685001 46.095286511800005 0.54191491270000014 0.48634771415000005 0.58984760935000013 0.43572048740000008 41.675153845500006 35.476804824450006 0.41160444300000004 0.32012514595000008 39.476991512000005 40.300545846000013 0.34458549145000011 0.48119816770000007 0.47811442770000007 41.772405911750006 0.47396784530000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -6 7 8 9 -7 -10 13 -13 14 18 -15 -16 -18 19 20 -5 -22 24 -24 -23 26 27 28 29 -20
right_child=3 -3 -4 4 5 6 -8 -9 10 -11 -12 12 -14 15 16 -17 17 -19 25 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=-0.10109948347224029 0.019610273578966948 -0.10582457977008611 0.027518200462205086 -0.10579515031536238 -0.07848955406831333 0.057219749770268481 -0.10171804992280248 0.10692829625153299 -0.10870337102152271 -0.10155244229263678 0.056785626652820102 -0.081250909769525759 0.01913462578089116 0.0019865778194750232 0.019064860371517538 0.038318098428427656 -0.10471230361715406 0.0013964855274364882 -0.014631017681295731 -0.10824696102057363 0.10362848587793655 0.027597899588305955 -0.11507339061439226 0.10041756477321516 -0.13566116803089373 0.00086047518841919071 0.053960694394387922 -0.067734999739925972 0.053168834858978588 0.036637035612969493
leaf_weight=0.12707033563765324 2.5846728753531343 0.34079685900360346 0.66600051551358774 0.27223171945115598 0.6255366555997165 0.85416681400965877 0.20689677094924253 0.17813417315483082 0.33018925142823707 0.19698107607473503 0.15734614999382757 0.57744512310159624 0.7191673491615802 6.5341094634495658 0.47789507999550496 2.248123697238043 0.79116424111998618 0.79757808009162545 4.7158854389563185 0.6081779858941444 0.36867658980190743 0.35918072622735031 0.1772518323850818 0.61537618891452439 0.39604376256465912 236.39395609024541 1.99342581629753 2.221225657965987 3.0139764514751732 3.0505229528062046
leaf_count=137 18 14 44 75 70 28 58 1 53 98 14 528 17 64 19 36 62 14 78 45 6 39 37 67 4 2924 9 17 36 21
internal_value=0.000986641 -0.0269734 0.00691034 0.00110343 0.000925525 -0.0192927 -4.3632e-05 0.0122093 0.00124367 0.0274665 -0.0552938 0.00111905 -0.025572 0.00124963 0.000905632 0.0112869 -0.0351391 -0.0514437 0.00119869 -0.0210396 0.00319226 0.0186733 -0.00156185 0.0522283 -0.058016 0.00144611 0.0106786 0.00404248 0.0188318 0.00550627
internal_weight=272.599 1.13387 0.793071 271.465 268.881 2.54925 1.92371 1.71682 1.53868 1.05115 0.487535 266.331 1.29661 265.035 256.253 8.78223 2.06664 1.58874 254.186 2.79694 2.18876 1.91653 1.54785 0.792628 0.755224 251.389 14.995 13.0016 10.7804 7.76641
internal_count=4633 195 181 4438 4420 322 252 194 193 126 67 4098 545 3553 3453 100 95 76 3358 273 228 153 147 104 43 3085 161 152 135 99
is_linear=0
shrinkage=0.1


Tree=941
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 1 1 0 1 1 2 1 1 2 1 1 1 1 0 1 2 2 2 0 2 0 0 1 1 2
split_gain=0.0775685 0.184332 0.185556 0.284194 0.279865 0.327977 0.155317 0.151575 0.148355 0.188377 0.139765 0.0975721 0.789127 0.531455 0.439535 0.428424 0.352952 0.837257 0.567775 0.509024 0.500262 1.24527 0.442067 0.309454 0.840382 2.58635 0.700024 0.632816 0.426834 0.547968
threshold=34.823977857500005 34.214889417600013 0.49877249185000011 0.51484985480000012 33.361153777850006 0.38906020780000011 0.34007963835000005 0.54413041525000005 0.43540612555000008 0.43643902880000007 31.914316944300001 0.35585760905000008 0.35210023650000005 41.873095646600007 0.35799826355000003 0.3584174126500001 0.36880632320000012 0.37227927305000003 0.50101793360000013 0.37407562650000009 38.911218973650008 42.123054668150012 36.859113051050009 0.48588365620000007 41.444941515100005 0.48911709230000006 0.48368312325000012 0.34575312120000007 0.3475943834000001 42.477827694800006
decision_type=2 2 2 2 2 2 2 2 2 2 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 10 -7 -9 -10 -1 12 23 -14 -13 -16 18 -18 20 -19 -17 -22 -20 26 25 -25 -2 -28 29 -26
right_child=11 -3 3 4 -6 7 -8 8 9 -11 -12 14 13 -15 15 16 17 19 22 -21 21 -23 -24 24 28 -27 27 -29 -30 -31
leaf_value=-0.1025844576108844 0.0015235306785257787 0.047609343357818107 0.073055971284171461 -0.061530692861839022 -0.11569450413150117 0.091319812298842118 -0.1101740341863528 -0.10872726263169724 0.10354186896995715 -0.10576616144831746 0.043928059615942983 -0.049096586373760492 0.1018825006441106 0.011110106311734294 0.060189267633127222 0.010732057353489198 0.038420836163464922 -0.056741592785746489 -0.016556711088455627 -0.00025872712465557145 -0.11659507267985923 0.015283301805911345 -0.081955234119444831 0.10809475701242943 -0.038115353902498865 -0.037145011852613354 -0.058405177275242005 0.003920000388135279 0.024515449847565009 0.0092156456814272668
leaf_weight=0.095894209976904565 96.369623368521388 1.1934154263681191 0.57651533978059877 0.41335228551179148 0.21423887567152622 0.39822581736370921 0.24794822940566519 0.091741104144603014 0.15026939811650664 0.060234350106725287 0.20282097591552883 1.8828856050968159 1.3174785117153072 1.2636384330689905 1.1551998157519836 7.3956545402761531 5.635262480005621 1.61748114414513 2.2241457924246779 117.56336441148051 1.1986124708782884 1.7782884898479094 1.9309431761503217 2.9720015116035965 4.2588346935808641 2.0870808027684689 3.8415350206196299 2.8286981731653214 5.1435402557253829 5.7465503187850118
leaf_count=58 1225 54 10 10 35 5 38 16 2 149 9 22 28 16 16 40 46 33 10 2442 33 103 37 33 31 22 37 14 32 27
internal_value=0.000888145 0.0153786 -0.000313245 0.014427 -0.011024 0.00910891 -0.0516683 0.0507938 -0.00260167 0.0436497 -0.00310571 0.000691237 0.00272014 0.057443 -0.00110179 -0.000458596 -0.000961384 0.000755641 -0.0157134 -0.00102529 -0.0032011 -0.0378159 -0.0469486 0.00157411 0.012889 0.0481773 -0.000644944 -0.0319744 0.0011042 -0.010931
internal_weight=271.855 3.64466 2.45124 1.90458 1.32806 1.11382 0.546663 0.700471 0.302245 0.210504 0.298715 268.211 125.829 2.58112 142.382 140.499 139.344 124.816 14.5276 119.181 10.3726 2.9769 4.15509 123.248 20.208 5.05908 103.04 6.67023 15.1489 10.0054
internal_count=4633 386 332 227 217 182 105 172 167 151 67 4247 1465 44 2782 2760 2744 2521 223 2475 176 136 47 1421 145 55 1276 51 90 58
is_linear=0
shrinkage=0.1


Tree=942
num_leaves=31
num_cat=0
split_feature=0 1 2 1 0 1 1 2 2 2 0 0 2 1 1 0 1 0 0 1 2 1 0 2 0 0 2 1 0 0
split_gain=0.224525 1.14148 1.06256 2.17488 0.698826 0.885891 0.713554 0.604622 0.742729 1.7163 1.05574 1.95141 1.13805 0.691897 1.16479 0.659788 1.82839 1.03821 0.838538 1.22677 1.60789 1.24224 1.07019 0.716938 0.630344 0.676696 1.37081 0.834168 0.658475 0.791027
threshold=0.50913146310000013 0.37644082515000005 37.892416320650007 0.36166581840000006 0.50291907430000016 0.37043801085000005 0.36880632320000012 41.976795488650005 42.684965421050009 42.720329370750001 0.48185683060000012 0.47568935060000012 42.455548714850003 0.37323732825000006 0.36510882910000009 0.49194634890000005 0.35986946500000005 0.48911709230000006 0.48654231910000006 0.35585760905000008 40.679780036550007 0.34608245260000009 0.48368312325000012 41.808689985400001 0.49194634890000005 0.47880302985000006 43.477771593600004 0.3447651268000001 0.48149755995000004 0.48847339900000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 7 6 -6 13 10 -10 11 -9 -13 14 15 17 -17 18 19 21 -21 22 -1 -23 25 26 27 -11 -27 -30
right_child=1 -3 3 -5 5 -7 -8 8 9 24 -12 12 -14 -15 -16 16 -18 -19 -20 20 -22 23 -24 -25 -26 28 -28 -29 29 -31
leaf_value=0.00020766479940020132 0.00086076448918003391 7.5318917559438409e-05 0.00037268693108340911 -0.002370301290108488 0.00032914709196483729 -0.00019010667708407815 0.0015592278327263179 0.00057300261011138229 0.001706556341945736 -0.00021031495174736388 7.4066898541568874e-05 -0.00077252954931145482 -0.0024912370773595978 0.0012110634776867622 -0.00070278920751317418 0.0020623589620546536 6.4999954894231102e-05 -0.001215489642909437 0.0011645849627782132 -0.0030463937539257913 0.00058832156514960132 0.0016139855681992501 -0.00071367520241002601 0.00028921242868390452 -0.00089130598800554078 0.00066423680350118823 5.4992148845828686e-05 -0.0021757436714445271 -0.0004052927031251548 0.00077536345939995747
leaf_weight=63.139844193563476 1.1575191766023625 127.64154796446121 1.8885147774126378 2.7005261325393803 3.2640327261760813 3.4675761970574968 4.0787163451313972 2.5640412724242214 2.4147284775972357 1.4567492417754722 9.7585505247116071 3.689875018550083 2.4745648875832558 2.5727583360858253 5.4124998589977613 2.7548727970570317 4.8892614878714085 1.9926650635898102 3.438659965991973 1.0249420158543205 0.86100644571706642 3.6279251474188632 5.2501477450132361 2.7695442568510771 2.8066127220517947 10.298942568770146 14.4994385321188 1.9304082680173449 7.0278216818696801 3.1639886945486069
leaf_count=652 7 2587 14 70 25 37 25 56 60 49 50 50 40 26 37 38 35 15 25 36 16 59 40 13 43 49 309 98 59 13
internal_value=9.70992e-05 3.68319e-05 -0.000818034 -0.00124149 0.000144212 0.000626696 0.00101243 0.000111577 -3.97386e-05 9.9913e-05 -0.000369085 -0.000864533 -0.00146246 0.0002077 0.000180574 0.000233847 0.000784829 0.000182549 0.000217323 0.00017484 -0.00138701 0.000214226 0.000136936 0.00104047 5.71115e-06 7.13118e-05 -0.000207367 -0.00133045 0.000314574 -3.87648e-05
internal_weight=304.018 133.388 5.74656 4.58904 170.63 10.8103 7.34275 159.82 62.0857 43.5987 18.487 8.72848 6.16444 97.7341 95.1614 89.7489 7.64413 82.1047 80.1121 76.6734 1.88595 74.7875 68.39 6.39747 41.184 38.3773 17.8866 3.38716 20.4908 10.1918
internal_count=4633 2678 91 84 1955 87 50 1868 876 680 196 146 90 992 966 929 73 856 841 816 52 764 692 72 620 577 456 147 121 72
is_linear=0
shrinkage=0.00196078


Tree=943
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 0 0 2 1 1 2 2 0 2 2 0 1 1 1 2 2 1 0 1 2 0 1 2 1 2
split_gain=0.376184 1.11874 0.566368 1.27786 0.511406 0.812124 0.689691 0.878311 0.964213 0.596927 0.507199 1.15931 1.59157 1.18619 0.80788 1.31625 2.09796 1.20396 1.00725 1.34381 0.732501 1.02461 2.4504 4.3708 1.05617 0.570089 0.544794 0.806088 0.536224 0.527734
threshold=0.51657136015000005 0.37644082515000005 0.38512319990000005 0.5116313883000001 0.48588365620000007 0.48368312325000012 0.48185683060000012 42.546237522150008 0.3453339720000001 0.34587287805000005 41.976795488650005 42.686561923500008 0.47568935060000012 42.455548714850003 40.165165956550005 0.47697673720000006 0.32467590790000006 0.34548366815000003 0.34560342505000002 38.474425342400004 40.467253020850002 0.34515433670000012 0.47774018740000007 0.34479506600000004 41.641174900500005 0.43486721955000007 0.34536391125000004 39.656620114300004 0.34569324270000007 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=2 -2 4 -4 5 6 10 8 -8 -7 14 12 -12 -14 18 16 25 -18 26 -20 -17 22 -22 -24 -23 -16 27 -1 -26 -13
right_child=1 -3 3 -5 -6 9 7 -9 -10 -11 11 29 13 -15 15 20 17 -19 19 -21 21 24 23 -25 28 -27 -28 -29 -30 -31
leaf_value=8.7043133831012353e-05 -0.001718869467355105 3.6915759968341297e-05 -0.0021621059731441673 0.0011260914885886466 0.00031929869215563704 -0.00096652167710865888 0.00097047279876693465 0.0014532717730476757 -7.9159939676874674e-05 0.00013384225366900937 0.00051648005487001667 0.00079859431799832929 -0.00061503109673535599 -0.0024225767760656975 -5.7006574127626872e-05 0.0012048635328107747 -0.0024635110944717297 -4.2709270464505413e-05 0.00024239073866290923 -0.0028492678387175892 0.00080237163685146443 0.00030569520595982404 0.00069812381374970329 -0.0031930143934615252 0.00072073022360387635 0.0021120724831591698 0.00094492485993437022 -0.0011545643314523604 0.0018788220233406561 -1.4634089555568889e-05
leaf_weight=12.989819133697898 1.4105698265484523 128.33384609118343 1.1859461358981196 0.73662304691970337 57.816027893219143 4.6234342306852332 5.2221593260765102 3.0324997156858435 9.4604108780622465 3.2123857885599136 2.6786790611949964 3.4729548336108591 3.6546892577316612 2.2583861397579312 0.87282635011433629 4.9300147965550449 1.9817878463072705 1.313292689155787 1.0226669784024118 1.1465024338685905 5.0197930261492747 11.119301825761797 2.2788039334118366 2.1636087540537119 2.9800925478339186 0.99911907315254211 2.1676285713911048 2.3784585255198172 3.1747135519981384 26.308662302086304
leaf_count=245 38 2536 72 8 438 40 20 63 39 18 56 25 50 40 43 20 125 21 39 18 18 50 12 31 13 6 8 24 28 489
internal_value=9.83319e-05 1.7827e-05 0.000156295 -0.000902249 0.000167711 9.49559e-05 0.000137421 0.000492582 0.000294164 -0.000515415 7.11314e-05 -0.000102855 -0.000737379 -0.00130539 0.000189218 0.000360654 -0.000556953 -0.00149867 -0.000131234 -0.00139169 0.00051038 0.000382322 -0.000136311 -0.001197 0.000666413 0.0011007 2.46829e-05 -0.000105113 0.00131809 8.01998e-05
internal_weight=309.946 129.744 180.201 1.92257 178.279 120.463 112.627 17.7151 14.6826 7.83582 94.9118 38.3734 8.59175 5.91308 56.5384 36.8334 5.16703 3.29508 19.7051 2.16917 31.6663 26.7363 9.46221 4.44241 17.2741 1.87195 17.5359 15.3683 6.15481 29.7816
internal_count=4633 2574 2059 80 1979 1541 1483 122 59 58 1361 660 146 90 701 367 195 146 334 57 172 152 61 43 91 49 277 269 41 514
is_linear=0
shrinkage=0.00196078


Tree=944
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 2 0 1 2 1 1 2 1 1 2 1 1 2 1 2 1 2 2 2 2 2 2 2 2 1
split_gain=0.346577 1.15767 1.89991 1.13272 0.7705 0.629815 0.586222 0.52354 0.557599 1.43642 0.459926 0.393385 1.31012 1.07579 2.34415 1.0568 0.817431 0.679982 0.676964 1.54391 0.94402 0.598503 0.765874 0.456301 0.420821 0.402508 0.357598 0.481204 1.98758 0.301401
threshold=0.37227927305000003 0.50291907430000016 0.50101793360000013 0.5054040298000001 0.5116313883000001 40.371455563000005 0.47938684470000009 0.36510882910000009 38.621016321050007 0.35210023650000005 0.37407562650000009 41.257948413050009 0.34569324270000007 0.34536391125000004 42.720329370750001 0.3459626957000001 0.34488488370000009 41.741384785950011 0.34545372890000009 40.250747516500006 0.34512439750000007 42.409092016550012 43.219899330700009 43.022303514600004 42.027798546600003 42.154118731400011 42.283941020600004 42.759119507950011 42.684965421050009 0.34626208795000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 5 -5 -3 29 8 -8 11 -2 18 13 16 -15 17 -13 -14 20 -20 -10 24 -23 25 -17 -18 -19 28 -28 -1
right_child=10 3 -4 4 -6 -7 7 -9 9 -11 -12 12 15 14 -16 21 23 26 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=-2.3337530802609166e-05 -0.00092725141853964134 0.00071409065291922391 -0.0018513373809815159 0.00072952091020413862 -0.00073665457008472433 0.0020498499495576789 0.00084154243201421794 -0.00036882125394425676 0.00036317337167466555 -0.0010613821771148291 6.0034998607213429e-05 -0.00053247611957143548 0.0002184890638696798 -0.0020691721011360143 0.00011648555354982896 0.00021233096920333152 0.00063260662844747935 0.001733933249030729 -0.00080304779112632936 0.00072499282576639519 0.0013985297081890999 -0.00065399369071811092 0.00048892532192644001 0.0010225873791576917 0.0010980638825568499 -0.00030729551004399989 -0.0027582213842944387 0.0015044242649149776 0.001500543396556836 0.00047799612378131035
leaf_weight=59.137939324589752 1.839042855426668 2.5376794338226301 1.8278139084577549 3.7462747534736991 2.1798887441400439 2.9171739816665649 6.6338123518507919 4.8179002543911329 8.1909577473998088 3.0875070095062247 133.75273534886048 4.5397731240373131 3.3497017100453395 3.0679755769670001 4.8994259238243103 5.2905295267701167 3.5441497564315778 3.5513614490628242 4.1356428340077382 6.5981942843645811 5.7714897468686095 5.2218058928847295 3.9663886055350304 3.6556194871664047 3.3797638937830925 3.4637203365564346 0.61040493100881565 2.2792832255363464 1.3601615279912946 5.0003692709833549
leaf_count=993 33 13 21 21 40 29 50 37 37 39 2697 27 14 34 36 38 18 10 22 40 35 31 17 14 13 23 7 7 57 180
internal_value=0.000120462 0.000179771 0.000136099 0.000783679 0.000190201 0.00142843 0.000159453 0.000260278 0.000295278 0.00024996 4.66443e-05 0.000302626 0.000206131 -0.000141512 -0.000725137 0.000483803 0.000164342 0.000957415 0.000506508 0.000136254 0.000791146 0.000188077 -0.000160615 0.000460999 0.000557598 0.000168049 0.0012747 0.000890939 0.000181344 1.57476e-05
internal_weight=304.354 168.763 157.382 11.381 5.92616 5.45485 155.554 91.4156 86.5977 79.9639 135.592 76.8763 52.1801 23.1707 7.9674 29.0094 15.2033 11.1509 24.6963 10.7338 13.9624 17.8585 9.18819 10.6635 8.67029 7.00787 7.80121 4.24985 1.97057 64.1383
internal_count=4633 1903 1800 103 61 42 1779 606 569 519 2730 480 346 152 70 194 82 95 134 62 72 99 48 55 51 41 81 71 64 1173
is_linear=0
shrinkage=0.00196078


Tree=945
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 2 2 2 1 1 0 0 1 2 2 2 2 2 0 1 1 0 1 2 2 1 0 0 1 0
split_gain=0.0822843 0.46875 0.98543 0.448691 0.401276 0.282456 1.57254 0.720548 0.34585 0.75475 0.350323 0.502058 0.448331 0.316135 1.25277 0.271916 1.73016 0.472831 0.781341 1.10302 0.703364 0.991658 0.845754 0.424564 0.630215 0.521228 0.564453 0.219873 0.232638 0.410809
threshold=0.47880302985000006 0.47905751325000007 0.47938684470000009 0.47961138885000004 0.47847369840000004 42.759119507950011 43.477771593600004 42.686561923500008 0.34494476210000008 0.34007963835000005 0.47774018740000007 0.47550971530000002 0.3584174126500001 42.982930821650008 43.067541470150012 41.16018805045001 40.806664626150003 41.873095646600007 0.47697673720000006 0.32636747405000005 0.34626208795000007 0.47568935060000012 0.34542378970000004 40.408647214050006 40.467253020850002 0.3447651268000001 0.47736594710000008 0.46898296455000005 0.31753540315000006 0.43486721955000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 -2 -3 -4 5 7 13 15 9 -8 11 12 -10 -7 -15 16 23 18 19 -17 21 -19 -23 25 -25 27 -27 28 -1 -30
right_child=1 2 3 -5 -6 6 8 -9 10 -11 -12 -13 -14 14 -16 17 -18 20 -20 -21 -22 22 -24 24 -26 26 -28 -29 29 -31
leaf_value=-0.075749174828888544 0.038140966186581582 -0.08774411557467135 0.033061227641771024 0.0011626569959186104 -0.041619763606970034 -0.1435787561376542 -0.0038861416016872717 0.074684762128728363 0.070358613833392675 0.062064907048742082 0.02185498465625477 -0.084385350153987237 -0.073251172501128239 0.068837909810867584 -0.11861675289497085 0.052644293717226655 -0.13623872508281962 0.025641805662083291 0.036824297894188868 -0.069985274968535294 0.066796376636104077 -0.12295625388305134 -0.011580418331826502 0.098303944131556353 0.0016540121909427935 -0.11823750333489409 -0.018420059553655201 0.019636740935117442 0.067495641579797497 -0.01935416715264349
leaf_weight=0.50757337719547901 3.513171174330636 1.2352427961304773 4.5037274584174147 211.12685479121413 2.4977498955558977 0.68562064919205967 7.4495945826583903 1.4036598292877887 0.5271984115242957 2.2621684521436691 1.0642515830695627 1.4225806756876407 0.36991759482771158 0.50605485919368209 1.2064750146046206 1.2078563056420564 0.98639504818129431 1.9076855456914916 8.6899566873908025 1.8676438943948594 0.90312139783054579 1.3904300013091417 1.3378168968483803 1.0122755244374286 2.022847319021821 0.76779947867180398 2.1610299311578274 4.4686496080830693 0.66631981612590641 2.9821969128679484
leaf_count=65 18 12 41 3407 44 38 182 9 3 11 10 34 69 11 89 25 38 60 35 28 16 42 16 6 82 89 14 30 62 47
internal_value=0.00105962 0.0019057 0.0013187 0.0018289 -0.00250728 -0.000544671 -0.0117499 0.00451939 0.00188316 0.0114759 -0.0256475 -0.0474411 0.0111424 -0.0861968 -0.0632237 0.00152397 -0.00806162 0.0101516 0.0214935 -0.0218244 -0.0139397 -0.0296678 -0.0683423 0.0006049 0.0338887 -0.00813877 -0.0445874 0.00423864 -0.0123175 -0.003493
internal_weight=272.654 220.379 216.866 215.631 52.2749 49.7771 15.4939 34.2833 13.0957 9.71176 3.38395 2.3197 0.897116 2.39815 1.71253 32.8796 15.5751 17.3045 11.7655 3.0755 5.53905 4.63593 2.72825 14.5887 3.03512 11.5536 2.92883 8.62474 4.15609 3.64852
internal_count=4633 3478 3460 3448 1155 1111 447 664 309 193 116 106 72 138 100 655 433 222 88 53 134 118 58 395 88 307 103 204 174 109
is_linear=0
shrinkage=0.1


Tree=946
num_leaves=31
num_cat=0
split_feature=0 1 1 0 2 0 1 2 0 0 1 2 2 2 0 0 0 2 0 1 0 0 2 0 1 1 1 2 2 2
split_gain=0.394761 0.88662 1.37086 0.833853 0.743706 1.3135 1.41341 1.11075 0.825904 1.95925 0.645454 0.578631 0.531223 0.795736 0.599075 0.991647 1.18831 0.824227 0.52836 1.67278 0.561733 0.991175 0.477301 0.458174 0.49306 1.86268 1.08384 0.979005 1.5573 0.473801
threshold=0.52324780695000006 0.39995808510000008 0.3975479776000001 0.52290350590000012 41.404176814550006 0.52688542260000015 0.39048232090000007 42.320906304050006 0.52507409960000018 0.53312775065000018 0.39431454150000006 43.61821939175001 38.238138001450004 37.995872310650007 0.54191491270000014 0.54284302865000023 0.54986377655000018 37.572218886150004 0.54504356155000011 0.41917906650000009 0.54353163080000011 0.54191491270000014 38.911218973650008 0.47880302985000006 0.38906020780000011 0.39019789825000006 0.39078171310000004 40.300545846000013 42.686561923500008 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=3 2 4 23 5 6 -2 -6 -9 -10 -7 -4 13 14 -3 -16 -17 -18 20 -20 21 -14 -21 -1 29 -26 -27 -28 -29 -25
right_child=1 12 11 -5 7 10 -8 8 9 -11 -12 -13 18 -15 15 16 17 -19 19 22 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=1.2657641731694166e-05 9.4976460246143544e-05 -0.002244262584662894 -0.0021669917543283602 0.0013494302850950324 -0.0023079982689570675 1.144754100801413e-05 -0.0022674445772214494 0.0011069944188703579 -0.0023880949952850162 0.00023354571731196188 0.001119882179488162 -0.00042017002411165352 0.00039261078294018902 -0.0023456362350326972 0.0016442269972263813 -0.0022745377838172642 -0.00089434532371115494 0.001076262297612671 -0.0022450593313586933 0.00088012028746748837 0.00087817361856692619 -0.00066217654052319727 3.7973735049541759e-05 0.00037774734308377634 -0.0014769113832662532 0.0010844317008953629 -0.0026448023720186263 0.0014449238820343536 -0.0022271806211858021 0.00013841241669634638
leaf_weight=58.826407834425481 2.8669823184609475 0.49434428801759978 1.9770430745556944 2.2824120720761121 1.2451633501332242 3.6367144277319294 1.4744075206108389 1.3056904655531978 1.6507786418078465 3.2610729307634756 4.5427870638668537 1.1549749742262063 21.700310874017308 0.73153400724913797 1.1305980719625948 1.0142902815714476 1.5337921913383072 1.7437840445491017 1.2122372776502732 2.7526188698830074 6.3268124740570775 4.0671000629663459 43.128440693537414 60.186076854821295 3.0347856944426876 3.6486783791333437 0.65574235981330309 1.2383148607332257 0.69223291442176549 67.429897906258702
leaf_count=1155 16 20 68 18 37 24 49 13 120 63 32 33 201 36 4 22 372 36 54 53 39 23 1121 389 26 17 21 8 57 506
internal_value=0.000118957 2.41641e-05 -0.000316686 0.000171119 -0.000127648 0.000164379 -0.000707341 -0.000617611 -0.000279084 -0.000647537 0.000627057 -0.00152283 0.000115955 -0.000416405 -0.000177882 1.05021e-05 -0.000419867 0.000154086 0.000160651 2.84295e-05 0.000354664 0.000226124 8.8498e-05 0.000157378 0.000219571 -0.000217064 0.000396149 -0.000574864 0.000128224 0.000251287
internal_weight=306.946 108.951 23.1156 197.995 19.9836 12.5209 4.34139 7.46271 6.21754 4.91185 8.1795 3.13202 85.8359 6.64834 5.91681 5.42246 4.29187 3.27758 79.1875 47.0933 32.0942 25.7674 45.8811 195.712 136.886 9.26975 6.23497 2.58629 1.93055 127.616
internal_count=4633 2436 455 2197 354 121 65 233 196 183 56 101 1981 490 454 434 430 408 1491 1228 263 224 1174 2179 1024 129 103 86 65 895
is_linear=0
shrinkage=0.00196078


Tree=947
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 0 2 0 1 0 1 1 1 2 1 0 2 1 0 0 0 0 0 0 0 0 1 1 2 0
split_gain=0.220398 0.580532 0.453185 1.1608 2.74881 1.55766 0.955783 2.00573 0.453168 1.84562 0.865977 1.14963 0.789018 0.442467 0.872878 0.837461 0.801558 0.880631 1.88765 2.90974 0.788658 2.19704 0.608054 0.662076 1.00931 0.556431 1.83691 0.44217 0.418292 0.413772
threshold=42.081757894750005 42.027798546600003 0.48104847160000008 0.48149755995000004 0.48185683060000012 0.48320409570000006 42.686561923500008 0.47757552170000012 0.3584174126500001 0.49194634890000005 0.3465914194000001 0.34608245260000009 0.35331277505000008 43.157831852650006 0.35799826355000003 0.4995209724000001 42.686561923500008 0.34608245260000009 0.50386215985000016 0.51809826055000008 0.54284302865000023 0.54986377655000018 0.56579144335000009 0.52507409960000018 0.49588335680000006 0.50913146310000013 0.38045268105000002 0.34479506600000004 42.720329370750001 0.48654231910000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 6 -4 -5 -6 7 27 9 10 11 29 -12 16 -15 -16 22 -18 -19 -20 -21 -22 23 24 -7 -17 -27 -2 -8 -1
right_child=2 -3 3 4 5 13 28 -9 -10 -11 12 -13 -14 14 15 25 17 18 19 20 21 -23 -24 -25 -26 26 -28 -29 -30 -31
leaf_value=0.00013441441340741449 0.00075768847380015868 0.00079809171002769854 0.0012334375814442302 -0.003133372850986073 0.001504131182888337 -0.00033027457367248742 0.0012459515758624529 -0.0023340852494999052 4.434333457400984e-05 0.0017011598574492696 -0.0015599323547264769 0.0011194767109297149 8.9269392895190505e-05 0.00076448552107526158 -0.0022750973674896067 0.001138443908602939 0.00045771497537591146 -0.0027248449052645076 0.0017531757777595979 -0.0025248284976638839 0.0022756850652510649 -0.0023480640598635113 0.00071631379954847278 -0.00066132431136112495 0.00096534087071888292 -0.0025018738641465785 0.00011649932511956343 -0.0005502382579026762 -4.1914925575624925e-05 0.00096471010091476583
leaf_weight=68.271879001951675 1.6471094717562653 5.0950753528741179 3.4334226204082361 1.0177301615476597 2.9594612121582022 5.6128569170832687 1.0082360953092599 2.2383488893974572 109.13703576666762 3.1806257702410212 2.0378455130703506 5.1798964738845816 2.463722418899124 7.9968821965157977 0.59378481458407151 1.7799350314307982 2.1493820399045926 1.7596223745495079 1.6535938205197451 1.4465408023679631 0.64779447019100178 1.0128739108913576 4.5199322566259061 5.29299965314567 3.9305294677615166 1.0764473042800116 23.930304828405497 2.5052963015623391 25.310338854367728 2.3882953971624366
leaf_count=697 37 36 21 10 61 31 4 48 1662 46 27 47 40 40 28 30 18 18 10 30 2 52 84 74 26 45 858 43 488 20
internal_value=0.00010644 0.000144812 3.3142e-05 0.000121313 6.46437e-05 0.000113688 -0.000157743 -0.000837931 0.000127535 0.00023624 0.000178246 0.000227841 -0.000657319 4.87867e-05 0.000194578 2.81283e-05 -0.000135246 -0.000630722 -0.000989512 -0.000348123 -0.00146639 -0.000544429 8.66806e-05 -0.000105138 0.000203336 7.91843e-05 3.78814e-06 -3.14309e-05 7.42184e-06 0.000162478
internal_weight=301.278 197.754 103.523 70.8141 67.3807 66.3629 32.7093 6.39075 192.659 83.5223 80.3416 75.8401 4.50157 63.4035 35.3774 27.3805 28.0261 8.66981 6.52043 4.7608 3.10721 1.66067 19.3563 14.8364 9.54339 26.7867 25.0068 4.15241 26.3186 70.6602
internal_count=4633 2575 2058 1438 1417 1407 620 128 2539 877 831 764 67 1346 1001 961 345 130 112 94 84 54 215 131 57 933 903 80 492 717
is_linear=0
shrinkage=0.00196078


Tree=948
num_leaves=31
num_cat=0
split_feature=2 2 1 1 1 2 2 1 0 0 0 0 2 1 0 2 1 0 2 2 2 2 2 1 1 1 0 1 1 2
split_gain=0.077138 0.200575 0.330748 0.535218 0.163999 0.116691 0.226123 0.494443 0.789826 1.23113 0.478344 0.74795 0.625669 0.460516 0.896925 0.364087 0.290857 0.386147 0.431403 0.354198 0.360914 0.294231 0.486582 0.624109 0.944317 0.34026 0.672861 0.318342 0.487272 0.621273
threshold=49.292797572200008 49.064150740050003 0.31118828780000007 0.31060447290000009 0.30560462260000004 47.927946529500012 44.279556297950009 0.4172030777500001 0.47943175355000006 0.47774018740000007 0.5054040298000001 0.51017933595000009 47.74983977685001 0.44618424600000006 0.60134427115000011 45.711398460000005 0.46636328255000009 0.58745247150000013 42.527280425250005 42.498713093000006 41.808689985400001 43.895345911700005 43.930205408700004 0.40651477500000005 0.42209814075000007 0.43593006200000012 0.56300709560000006 0.45824975300000009 0.4529056016000001 37.817254840650008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 16 8 9 -8 -10 -12 -13 -9 -15 -16 21 -18 19 20 -19 27 -23 -24 -25 -26 -27 28 -4 -30
right_child=-2 -3 5 -5 -6 -7 7 13 10 -11 11 12 -14 14 15 -17 17 18 -20 -21 -22 22 23 24 25 26 -28 -29 29 -31
leaf_value=-0.10103517043580888 -0.013521678835115914 0.037748434700472254 0.0012281411104491211 -0.11780005923633036 0.025422476853703024 0.012733578131009943 -0.045337277627206428 0.057725582700439718 -0.13235447314278409 0.092800057346503526 0.099665051150216497 -0.10764032245459297 0.02593983057580276 -0.078074287163863984 0.10420209358520288 -0.0033258572318319822 -0.10681082825934492 0.022568079463618509 -0.10330641430191428 0.11181121285982834 -0.1065916919012555 0.067316942856266451 -0.015198845798643477 0.10826269312040303 -0.11331349087579766 0.11423057562801178 -0.10305381906198563 0.03135444429862165 0.0063898374605159906 -0.11060760223498119
leaf_weight=0.12066014129322755 3.5481654281538786 1.5029947993461963 232.14027992489397 0.60953485046047717 0.68341129677719437 8.7419213282410038 1.7712272077915243 1.4603996666846799 0.85644692744244855 1.0148478373885153 0.31028204597532782 1.2155132151965515 0.49279711535200466 1.135805187514052 0.56302705465350278 0.71450427293893881 0.54910371084997622 0.83182118875484412 0.39681815609947069 0.29669652984011907 0.29239399643847719 1.7546517252922047 4.0770075218752027 1.2325155159924182 0.30235615780111391 0.32060012221336365 0.25657276622951031 3.4659926733038438 0.92903440745430887 0.88739205419551581
leaf_count=137 314 31 2592 24 44 100 112 33 25 5 3 149 8 30 10 45 75 416 133 2 69 7 35 7 12 1 62 76 20 56
internal_value=0.00112658 0.00131985 0.00111511 -0.0471278 0.00644606 0.00137148 0.000985394 -0.0141264 -0.0329635 0.00498024 -0.0697331 -0.0431642 -0.0691064 0.0134024 -0.0134191 0.0440633 0.00156702 -0.0333206 -0.0111205 0.0146243 -0.0110247 0.00190355 0.0208351 0.00765709 0.0517773 -0.0273777 0.0176404 0.00127014 0.000824448 -0.0507678
internal_weight=272.475 268.927 267.424 1.41361 0.804071 266.01 257.268 9.53485 5.66111 2.78608 2.87504 2.01859 1.70831 3.87374 2.41334 1.27753 247.733 2.36683 1.81773 1.42091 1.12422 245.366 7.9437 6.18905 2.11204 0.879529 0.577173 237.423 233.957 1.81643
internal_count=4633 4319 4288 205 181 4083 3983 420 302 117 185 160 157 118 85 55 3563 695 620 487 485 2868 124 117 82 75 63 2744 2668 76
is_linear=0
shrinkage=0.1


Tree=949
num_leaves=31
num_cat=0
split_feature=0 1 1 0 0 2 2 2 2 1 1 2 2 2 2 1 1 0 0 1 2 1 2 0 1 2 2 1 1 0
split_gain=0.314105 1.0455 1.52598 0.875835 0.831332 1.05551 1.83785 0.986727 1.44655 1.76087 2.27721 1.27695 0.771727 0.688276 0.554062 0.535222 1.89402 1.03844 0.735252 1.46036 0.621754 1.3182 0.900767 0.605812 0.490203 0.87176 1.53942 0.833303 2.07528 0.512455
threshold=0.52324780695000006 0.39995808510000008 0.3975479776000001 0.52290350590000012 0.52769378160000013 41.444941515100005 43.895345911700005 39.065416244600009 42.686561923500008 0.38976377950000002 0.39431454150000006 37.041406607950009 37.232443001650005 43.61821939175001 34.424709467050008 0.40437412050000004 0.41347564445000012 0.53866650695000018 0.54504356155000011 0.41917906650000009 38.396531328800009 0.44765126795000004 38.474425342400004 0.5641597557000001 0.39078171310000004 40.300545846000013 42.686561923500008 0.39019789825000006 0.38906020780000011 0.5195503128500002
decision_type=2 2 2 2 2 2 2 2 2 2 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 24 7 -6 -7 11 9 -9 -11 -2 14 -4 -3 -14 17 -17 -18 -20 21 -21 -22 -23 27 -26 -27 28 29 -1
right_child=1 12 13 -5 5 6 -8 8 -10 10 -12 -13 15 -15 -16 16 18 -19 19 20 22 23 -24 -25 25 26 -28 -29 -30 -31
leaf_value=0.00013983291567041696 -0.00030916142415004155 0.0001235147312012691 -0.0021798703731904017 0.0013471200191260122 0.00063043097453651959 -0.002294096824309597 0.00030145254533639693 0.0019956838586660071 -0.0023600620792601913 -0.0022682108415676178 0.0011912677928318633 -0.0029632340200930387 0.00056411219815880823 -0.00037037876265464238 -0.0017148403130255088 3.0847292447000615e-05 0.00044877301659139804 -0.0025585084255593492 -0.0023466738005663841 -0.0024615240488413456 0.0021320941557833079 0.0011716104515424319 8.4978288963878133e-05 -0.0011569414063823491 -0.0025923200105843272 0.0012439578741090679 -0.0022436540164121593 0.0010807812742175756 -0.001457906040324343 0.00082007511831346793
leaf_weight=178.95532707313942 1.4685524296946879 1.0926121444639414 2.265770079568028 2.3200550660840227 7.6932679824531061 1.5545399775728581 3.2242021253332496 1.576240502297878 0.931005919643212 1.494515471858904 1.4329671859741209 1.3265131218358872 10.561550917977 1.2562902306672183 1.4897244473831959 0.95983773982152287 22.094979754918313 1.5686025869217699 0.98344844748498772 1.1361592599423596 0.84184291097335417 1.0726430192589758 45.031294944354158 0.71649854929637502 0.6905828386661591 1.3110268271993848 0.77377602813066904 3.6053892113268367 3.1152134086005381 4.3616044149966902
leaf_count=2010 18 214 68 18 48 45 65 6 87 49 14 22 58 33 169 26 188 28 28 40 7 4 1154 65 25 11 57 17 26 33
internal_value=0.000102092 1.92103e-05 -0.000341308 0.000149568 -0.000138317 0.000180865 -0.000542888 -0.000622029 -0.000135128 0.000324809 -0.000574838 -0.00156876 0.000118962 -0.00153444 -0.000937014 0.000151055 9.24233e-05 -0.00157555 0.000151098 1.89793e-05 6.6655e-05 -0.000809801 0.000122546 0.000239094 0.000135158 -0.000682945 -5.04717e-05 0.000147106 0.00012905 0.000156018
internal_weight=306.906 111.773 24.2239 195.133 20.7018 12.472 4.77874 8.22979 5.43473 4.50372 2.92748 2.79507 87.5492 3.52206 2.58234 84.9669 74.4053 2.52844 71.8769 49.7819 48.7984 2.9253 45.8731 1.78914 192.813 2.77539 2.0848 190.038 186.432 183.317
internal_count=4633 2436 455 2197 354 158 110 196 156 69 63 40 1981 101 383 1598 1540 54 1486 1298 1270 109 1161 69 2179 93 68 2086 2069 2043
is_linear=0
shrinkage=0.00196078


Tree=950
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 0 0 1 0 0 1 1 0 2 0 2 1 2 1 2 2 0 0 2 1 1 2 0 1 0
split_gain=0.0853768 0.28589 0.162341 0.147185 0.222098 0.240603 0.0873741 0.779776 0.348334 0.318156 1.61568 1.63289 1.04074 0.654852 0.773943 0.512549 0.457231 0.341621 1.1661 1.34971 0.644044 1.29899 1.15915 0.532367 1.04371 0.76357 0.494792 0.655655 0.608311 0.884752
threshold=0.31060447290000009 49.247968080500009 48.823707093150006 45.044778924400006 44.952171034750002 0.41973294215000007 0.51657136015000005 0.37644082515000005 0.5195503128500002 0.50291907430000016 0.37227927305000003 0.37644082515000005 0.5132031975000001 39.571921479100006 0.5054040298000001 39.117456157700005 0.38334181610000007 38.621016321050007 0.36265381275000008 40.767054867700004 37.041406607950009 0.50101793360000013 0.48654231910000006 39.788107623550012 0.34545372890000009 0.34479506600000004 40.574766824850009 0.48458129995000004 0.34560342505000002 0.47976108500000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 9 -8 -9 17 13 15 16 -11 -15 -12 -13 20 23 -20 21 -2 -22 24 25 -19 27 28 29 -25
right_child=6 -3 -4 -5 -6 -7 7 8 -10 10 11 12 -14 14 -16 -17 -18 18 19 -21 22 -23 -24 26 -26 -27 -28 -29 -30 -31
leaf_value=-0.10273598851160404 0.0085770667751832296 -0.10555502176321485 0.10169452226509162 -0.10266939957644772 0.088089308500814131 0.10142489822857013 -0.083907692688549168 -0.039754008017035256 0.0006992037098428643 0.0064392136592799415 -0.017737779519101479 -0.065751745869223763 0.059048676950912593 0.10381637447107382 0.032116707057909644 -0.10262985097560254 0.020046775580909251 -0.0293193634071931 -0.14670367875518317 -0.015866023545457027 0.0089790991898734823 -0.12255034549594486 0.092849443451024916 0.0035358727553826846 -0.075822695324046785 0.036728296352180945 0.00028693151764236884 0.065467663448831828 -0.02681090445808007 0.069768490593805479
leaf_weight=0.20974470023702341 8.6317008682526648 0.3245533793233335 0.14450418949127197 0.14921117358608171 0.21247992664575577 0.079642198979854584 1.1213694631005626 2.1712664346632655 108.27151555579621 3.0170546770095843 1.087899181991814 1.4522589640691879 2.842668236233294 2.6681274920701981 3.4548741226317361 2.0540605075657368 1.0852917854208497 4.1960543561726791 1.1356457961956032 2.5789680190355284 5.0508301197551182 0.82793419063091356 2.4458555467426777 6.8946844322490488 2.5870284853735939 3.0031569451093674 95.567818708906998 2.5871143992990246 3.2916796476056325 2.8507984653115273
leaf_count=154 233 14 3 19 3 2 38 25 2511 15 9 19 23 32 23 44 26 38 20 69 69 6 18 67 27 18 1046 27 20 15
internal_value=0.00109375 -0.0264573 0.00581014 -0.015471 0.0104541 -0.0465488 0.00120768 -0.000938511 -9.60923e-05 0.00271063 0.0153662 -0.0159561 0.0174944 0.0445711 0.0633602 -0.0732361 -0.0290563 0.00113261 -0.000678356 -0.0558662 0.01445 -0.00289958 0.0363425 0.00101618 -0.0213443 -0.00176753 0.00298416 0.0194821 0.0103567 0.0229106
internal_weight=271.996 1.12014 0.795582 0.651078 0.501867 0.289387 270.876 111.564 110.443 159.312 17.6622 8.52218 5.38022 9.14006 6.123 3.14196 2.53755 141.649 124.693 3.71461 16.9563 9.45964 7.49669 120.978 9.78624 7.19921 111.192 15.6243 13.0372 9.74548
internal_count=4633 195 181 178 159 156 4438 2574 2536 1864 191 121 68 70 55 53 45 1673 1347 89 326 239 87 1258 83 56 1175 129 102 82
is_linear=0
shrinkage=0.1


Tree=951
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 1 2 2 2 2 2 0 1 1 1 1 1 2 1 1 2 1 0 1 0 2 2 0 1 1
split_gain=0.0827469 0.363233 0.196464 0.132081 0.137566 0.159612 0.330613 0.234223 0.177129 0.342641 0.0966106 0.743156 0.484097 0.52831 0.431114 0.44708 0.67295 0.317845 0.49384 0.725122 0.345624 0.174039 0.272458 0.25636 0.458493 0.947515 0.801873 0.256503 0.371055 0.817109
threshold=0.61797550970000004 0.45824975300000009 0.58454836680000011 0.68131193680000013 0.45932756505000005 0.51869704500000013 48.109449608500007 46.095286511800005 45.044778924400006 40.94178426300001 47.309807198350008 0.58887458460000019 0.40272746325000003 0.48522499325000007 0.39150025445000008 0.39170982905000007 0.39670967935000007 45.700098835450007 0.43967246490000006 0.41808628485000005 47.079243513300007 0.46551001470000003 0.56685428580000019 0.45824975300000009 0.57559653900000007 40.94178426300001 40.806664626150003 0.5619592227500001 0.46280051495000007 0.46097422230000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=10 -2 3 4 -3 7 -7 8 9 -6 17 12 14 -14 -12 -16 -17 21 19 20 -19 23 -23 24 -1 26 -26 -25 29 -29
right_child=1 2 -4 -5 5 6 -8 -9 -10 -11 11 -13 13 -15 15 16 -18 18 -20 -21 -22 22 -24 27 25 -27 -28 28 -30 -31
leaf_value=0.0013173274462082358 -0.12141788834743872 0.10508053301083875 -0.10760501580143436 -0.1022851742063718 0.042129037997508334 -0.10171085458741545 0.083196913003087916 -0.058268628816945736 0.062993244207154769 -0.1035305737138289 -1.9551992189703281e-05 0.070884780572361056 -0.10800474446116798 0.0094673772611640478 0.1165331380464936 -0.10643426248097332 0.07741721848711472 -0.10556687419015293 -0.12017152515748752 0.10207729342713734 0.0047687796952573039 -0.10966017122906291 -0.012135039416377877 -0.014657161575915057 -0.10258924157705077 -0.11540698691470526 0.11009034334196782 0.06196094978314616 0.1068251359508315 -0.10646002643253244
leaf_weight=244.14382971371469 0.29166996036474246 0.13566230966353154 0.17286851393370728 0.11539851075278296 0.39324000430451655 0.120888982261249 0.48318300442770123 0.70543558048666444 0.45943678170442581 0.27403744623734383 9.250046650762668 1.7175945927447163 0.80135310122932313 0.73305246874224395 0.69503760337829479 0.31882176920044003 0.53013445739634335 0.57498564379056849 0.54241708107292641 0.4246629625558852 0.56080926733557135 0.33458353136666064 1.9916951551117561 0.93234947721066364 0.2779686282538012 0.97765802382491529 0.48939448595046997 1.1539988504664509 0.72191889211535443 0.38389063789509226
leaf_count=2969 15 3 115 87 82 141 10 35 5 93 118 59 118 51 2 38 15 114 17 3 23 12 282 9 84 29 2 17 6 79
internal_value=0.000997213 -0.0151112 -0.00427033 0.00237703 0.00707314 0.00161555 0.0461925 -0.0130818 0.0152097 -0.0176904 0.00118697 0.0092598 0.000674228 -0.0518832 0.00814542 0.0570617 0.00837261 0.000739685 -0.0379764 -0.00940533 -0.0510876 0.00106352 -0.0261619 0.00131779 0.000952259 -0.0501241 0.0330496 0.0294745 0.0476823 0.0199194
internal_weight=270.708 3.15182 2.86015 2.68728 2.57188 2.43622 0.604072 1.83215 1.12671 0.667277 267.556 14.046 12.3284 1.53441 10.794 1.54399 0.848956 253.51 2.10287 1.56046 1.13579 251.407 2.32628 249.081 245.889 1.74502 0.767363 3.19216 2.25981 1.53789
internal_count=4633 586 571 456 369 366 151 215 180 175 4047 401 342 169 173 55 53 3646 157 140 137 3489 294 3195 3084 115 86 111 102 96
is_linear=0
shrinkage=0.1


Tree=952
num_leaves=31
num_cat=0
split_feature=2 2 0 0 2 1 1 0 2 1 1 2 2 2 1 2 0 2 1 1 2 0 2 2 1 2 2 2 1 0
split_gain=0.0769986 0.158715 0.174114 0.247159 0.262154 0.287209 0.153605 0.141559 0.14058 0.136529 0.176195 0.086893 1.21723 0.71836 0.619883 0.467356 0.634627 0.522528 0.388044 0.405726 0.387112 0.375469 0.315405 0.358514 0.503632 0.436936 0.571148 0.479505 0.443211 2.30017
threshold=34.823977857500005 34.214889417600013 0.49877249185000011 0.51484985480000012 33.361153777850006 0.38906020780000011 0.34007963835000005 0.54413041525000005 31.914316944300001 0.43540612555000008 0.43643902880000007 40.300545846000013 40.467253020850002 40.21994457600001 0.40115565405000009 40.767054867700004 0.54504356155000011 40.636252116050009 0.34515433670000012 0.3459626957000001 40.890797847750008 0.54413041525000005 40.165165956550005 40.040404835300002 0.38045268105000002 39.896141435400004 39.427119987250002 39.262923716450011 0.34524415440000006 0.48458129995000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 6 -4 5 -5 8 -7 -1 -9 -11 13 14 22 -13 16 18 -18 -14 -20 21 -17 23 25 -25 26 27 -2 -28 -30
right_child=11 -3 3 4 -6 7 -8 9 -10 10 -12 12 15 -15 -16 20 17 -19 19 -21 -22 -23 -24 24 -26 -27 28 -29 29 -31
leaf_value=-0.10243773720358521 0.00033027903243821216 0.044634749534593038 0.070980640160716382 -0.054901056162553578 -0.11403426139300077 0.089494062996082827 -0.10971068983540155 -0.1079998703005193 0.047108723649508251 0.10257024719721747 -0.10533732120774575 0.061205179196835172 -0.039634096622253007 -0.049668091375811158 0.0044055287057494777 0.0021609050191150089 -0.020535747717357458 -0.11205584557441305 0.036789422551212349 -0.015063953594542188 0.00055769823017133991 0.051044828697944959 0.042787118579497144 -0.059516051065868429 0.0088831926667859995 0.026064866091503991 0.010774482536935873 0.035647064087463091 -0.15744216316190632 -0.013069975929699315
leaf_weight=0.092841030022100202 56.033096797565122 1.2264251815167879 0.54970924649387587 0.41844778694212414 0.20093487018516487 0.39181571360677481 0.23870588234967727 0.086479787540156394 0.19465074593608733 0.14119781460613012 0.057304898488666822 5.074045052577274 2.5529032775666547 3.0322236326137491 3.0924187098135008 3.2383097871206692 1.3155090673826628 1.1865218699313116 2.5998852029442787 3.5961570749059319 150.04097190722905 3.0521505792166863 1.6773792240619503 2.4090013511013231 1.9461558486218562 6.1770448938768814 3.743079997599124 4.1276157243410116 1.2398079503036559 10.041479017347227
leaf_count=58 813 54 10 10 35 5 38 16 9 2 149 40 96 34 31 21 19 22 13 36 2741 33 17 20 32 69 25 34 15 136
internal_value=0.000897447 0.0154274 0.000326501 0.0147916 -0.00903806 0.0102246 -0.0504169 0.0504903 -0.001185 -0.00313512 0.0425503 0.000701012 0.00199703 -0.00181786 0.0396967 0.000159886 -0.0195252 -0.0639367 -0.00682437 0.00669394 0.0015766 0.0258795 -0.000157657 -0.000998032 -0.028951 0.000498237 -0.00160226 0.00275336 -0.0190431 -0.0289364
internal_weight=269.774 3.59851 2.37209 1.84589 1.29618 1.09525 0.526198 0.676798 0.287492 0.284983 0.198503 266.176 175.749 90.4269 8.16646 167.582 11.251 2.50203 8.74895 6.19604 156.331 6.29046 87.3947 85.7173 4.35516 81.3621 75.1851 60.1607 15.0244 11.2813
internal_count=4633 386 332 227 217 182 105 172 67 167 151 4247 3052 1195 71 2981 186 41 145 49 2795 54 1161 1144 52 1092 1023 847 176 151
is_linear=0
shrinkage=0.1


Tree=953
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 0 0 0 2 1 1 2 2 0 1 0 0 0 2 1 1 0 2 1 1 0 1 1 2 2
split_gain=0.239493 0.436689 0.421276 1.18705 0.405464 0.606161 0.405359 1.2968 0.635737 2.16689 0.509249 0.355039 1.16287 1.19328 0.799469 0.962414 0.774443 1.54718 1.13616 1.54566 0.977804 2.04031 0.875035 0.723382 0.628802 0.656465 0.558086 0.437562 0.354164 1.41619
threshold=42.081757894750005 42.027798546600003 0.50913146310000013 0.5116313883000001 0.37644082515000005 0.51657136015000005 0.48588365620000007 0.48368312325000012 41.529896397300007 0.34587287805000005 0.36994401365000007 38.238138001450004 37.345948426100009 0.54986377655000018 0.39078171310000004 0.52863686715000002 0.52252926560000013 0.52366695610000014 38.474425342400004 0.39394030120000006 0.39591628995000006 0.53499895210000015 39.427119987250002 0.39431454150000006 0.3975479776000001 0.54353163080000011 0.46280051495000007 0.42473279245000012 40.165165956550005 39.656620114300004
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 28 9 -8 -11 12 14 -14 -7 -16 22 -18 -19 -20 -21 -22 -13 -17 -25 -26 -27 -15 29 -1
right_child=-2 -3 3 4 5 11 8 -9 -10 10 -12 16 13 27 15 23 17 18 19 20 21 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=0.00029290638650636896 1.8004537487581934e-05 0.00070836971550878507 -0.0018484929696709295 -0.00082658075791395679 0.0008786800850221232 0.00072686238284141406 0.0021368952731536947 -0.00088813562866895703 -0.00034213373979792696 0.00016503526841658931 0.00089278617814298497 0.00018830085807789706 -0.0015802765762488226 0.0016799311419492856 -0.0021977599532552084 -0.0030066416133030598 0.0013037884787627109 0.0010404651442348632 -0.0016530101387043073 0.0013598230847328525 -0.0021355800608538261 9.0404212792008796e-05 -0.0013286388251097514 0.00098342284244474425 0.00051294270764564017 -0.0018490399805494444 0.00053881187413398876 -0.0002814849329190431 0.0002925495545497603 -0.0008646982150872514
leaf_weight=15.19787031242504 102.66787544161343 4.9780799938598639 1.2863377272151399 1.9872779352590431 3.4154319735243908 5.2372765373438614 2.8072271011769834 4.5341638235840938 3.8639745190739623 18.320663372520361 4.6312994136242187 2.9067389965057364 3.7961120589170596 0.57049747370183501 0.88543409295380104 0.2942126765847205 4.3127370439469805 4.3708796135833827 2.0893413356970987 2.1578873395919791 1.6436866810545314 42.957148786132166 2.9414824144914746 2.1510480400174856 1.7208147468045356 1.322994669075342 0.52589419001765225 1.8726360909422508 45.513413343283901 5.5457633225305463
leaf_count=311 2058 36 38 18 21 30 23 35 32 150 35 17 44 6 26 3 22 34 49 8 63 598 23 14 27 135 241 78 416 42
internal_value=9.45752e-05 0.000135131 0.000120022 2.13478e-05 4.89437e-05 6.93719e-05 0.000206934 0.000126345 0.000399521 0.000510772 0.000311883 3.55626e-05 -0.000204401 -0.000892356 0.000149236 -0.000289173 0.00010514 0.000174244 8.27088e-05 -2.99039e-06 7.07382e-05 8.36941e-06 -0.000574675 -8.21866e-06 0.000145987 -0.000358638 -0.00116984 0.000176526 0.000195769 -1.65766e-05
internal_weight=296.506 193.838 188.86 88.4459 87.1595 85.1723 100.414 70.7912 29.6232 25.7592 22.952 81.7568 18.3769 6.23925 12.1377 6.9004 63.3799 57.5317 53.2189 48.8481 46.7587 44.6008 5.84822 6.01496 5.72075 3.5697 1.84889 2.44313 66.257 20.7436
internal_count=4633 2575 2539 1495 1457 1439 1044 804 240 208 185 1418 604 128 476 446 814 774 752 718 669 661 40 420 417 403 376 84 769 353
is_linear=0
shrinkage=0.00196078


Tree=954
num_leaves=31
num_cat=0
split_feature=0 0 2 0 2 2 1 0 0 0 2 2 0 2 1 1 1 1 0 1 1 1 0 2 2 2 2 0 0 1
split_gain=0.32071 0.882347 0.759437 1.54035 1.4263 1.29849 0.772192 1.07887 1.15999 1.14981 1.31067 1.03307 0.598287 0.57651 0.525777 0.838757 0.987998 0.932148 0.510086 1.82754 1.06307 0.610898 0.579597 0.497293 0.398382 0.597841 1.39457 2.15241 1.21841 2.09457
threshold=0.52324780695000006 0.52290350590000012 38.238138001450004 0.52366695610000014 38.324118171300007 37.995872310650007 0.39995808510000008 0.52507409960000018 0.53017873715000008 0.53499895210000015 47.74983977685001 41.404176814550006 0.52863686715000002 48.109449608500007 0.40651477500000005 0.42209814075000007 0.42307116555000007 0.43121463430000007 0.53938504835000012 0.4172030777500001 0.40272746325000003 0.41808628485000005 0.53447501570000011 40.040404835300002 38.751720283100006 40.574766824850009 40.003678352300007 0.55688452445000014 0.54695967185000016 0.44720217960000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 7 -6 11 -10 -11 23 -5 -12 -14 -16 -17 -18 21 20 -20 -8 -23 -9 -21 26 28 -28 -26 -30
right_child=2 -3 4 5 6 -7 18 8 9 10 13 -13 14 -15 15 16 17 -19 19 24 -22 22 -24 -25 25 -27 27 -29 29 -31
leaf_value=0.00012512840878647295 -0.0033789568180469646 0.0013572531592187099 0.0022937767893831743 -0.0010242420073679726 0.00063796875371312668 -0.0024044399633209954 0.00063800615670127933 -0.0012225631438076028 0.00062778243256410217 -0.0023115487829749293 0.0018052083735290989 -0.0023323491881954016 0.00050455508555190829 -0.00088750890234840689 -0.0023508859491936161 0.0018498795235953832 -0.0026847642980026222 -2.8387731326181408e-05 -0.00018646628680004908 0.00071323661061202157 -0.0024149438884902802 0.00077238299545329733 -0.0012873469776662637 0.00060473756532164783 0.00080231533700620501 0.00021313062013865675 -0.0024379112259891962 0.0002294877989719118 -0.0023271517907530407 0.00027234558257776539
leaf_weight=192.34106080968741 0.64322861284017463 2.2608138642535769 1.0968742446566455 2.2398136910051099 3.1266964401002033 1.0189955609130255 11.782569595612584 1.4415623894892617 3.5137863976415247 1.4835455706343057 0.59853909304365494 2.3245741674909368 5.5735172485001367 0.6247940564644523 0.70715721690794442 0.84699638187885273 0.6228714750031944 2.7511564937867661 1.5465286178514355 4.129829295728995 1.7591993792739229 0.86003032184817074 1.3493303348659536 0.94991663843393315 5.428259611129759 38.593937253321201 2.3920510765165082 2.2637819737174141 1.6897903950884936 4.0431703015674429
leaf_count=2179 5 18 10 39 39 45 89 37 39 32 8 165 46 35 31 2 34 372 13 42 50 59 18 15 20 956 18 86 36 95
internal_value=9.2261e-05 0.000139443 5.15059e-06 -0.00041319 7.13677e-05 -0.000274557 4.42525e-05 -0.000377743 -0.000668124 -0.000112113 -0.00107257 -0.00140153 -0.000104221 0.000429954 9.20022e-05 -0.000374574 -4.34778e-05 -0.000518775 0.000122507 4.60199e-05 -0.00137239 0.000460592 -0.000485563 -0.000496743 0.000126116 8.15528e-05 -0.0002395 -0.00114096 0.000136537 -0.000493856
internal_weight=300.004 194.602 105.403 14.4037 90.9988 13.7605 89.9019 14.0634 10.9367 6.22067 2.70688 4.71605 12.7415 1.22333 10.5017 4.92818 4.22102 3.37403 75.8385 61.8465 3.30573 13.9919 2.20936 2.39148 58.5408 54.411 15.8171 4.65583 11.1612 5.73296
internal_count=4633 2197 2436 574 1862 569 1852 370 331 114 75 217 524 43 485 439 408 406 1482 1316 63 166 77 52 1253 1211 255 104 151 131
is_linear=0
shrinkage=0.00196078


Tree=955
num_leaves=31
num_cat=0
split_feature=1 1 0 1 1 0 2 2 2 2 2 2 1 0 0 1 1 0 1 0 1 0 1 0 2 2 1 2 0 0
split_gain=0.0820372 0.975553 0.602941 0.508788 0.732044 0.595348 0.489564 0.824727 1.02251 0.426114 0.426609 0.412735 0.32634 0.258662 0.315634 0.248308 1.51165 1.05346 0.421725 0.730601 0.878651 0.726471 0.635228 0.542124 1.38704 0.356454 1.10863 0.792985 0.408669 0.277673
threshold=0.39563186730000005 0.39995808510000008 0.5218855723000001 0.39431454150000006 0.39170982905000007 0.53146612375000013 36.558960102350007 43.61821939175001 43.663128814500006 37.232443001650005 34.424709467050008 49.960114208400007 0.46280051495000007 0.54191491270000014 0.54413041525000005 0.40437412050000004 0.41347564445000012 0.5276039639500002 0.41808628485000005 0.53998383280000006 0.42111014640000005 0.53998383280000006 0.41917906650000009 0.54504356155000011 40.636252116050009 38.396531328800009 0.44765126795000004 38.474425342400004 0.5641597557000001 0.62143349005000015
decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -8 -9 10 13 -10 -12 -3 -15 -11 17 -17 21 20 -20 -18 -21 24 -24 26 -25 -27 -28 -30
right_child=1 9 6 -5 5 -7 7 8 11 15 12 -13 -14 14 -16 16 18 -19 19 22 -22 -23 23 25 -26 27 28 -29 29 -31
leaf_value=0.0019629610609164854 0.054699094441969888 -0.11630119577217984 0.0064105240994014878 0.036900119710091821 -0.10823121193182768 0.0063363777707524912 -0.1097574615620317 0.10915359078798584 -0.1120165719077626 0.017268783484955013 -0.11306450753560336 0.038213684132344654 0.030262123512264406 0.10758986991850968 -0.029660791251701527 0.025661347570627879 0.059072348916516949 -0.12478850829266525 -0.0092030165174852869 -0.064375358152706952 -0.11848544070164534 -0.016330264429977561 -0.010622732488574354 -0.12393558596167471 0.062224628024259723 0.10543476741014204 0.053612094616290309 0.00033083493932413454 -0.10789445281082713 0.04124072143223062
leaf_weight=182.44233639287037 0.55838817486073722 0.1369693661108603 1.0089670112356541 4.1097528551472342 1.0981203223054752 0.77275561727583397 2.2529819554183637 0.46503004804253556 0.68969052273314446 9.7043039002746792 0.8792263626528436 0.2488638807553798 0.19389386069178727 0.31444492191076279 0.35867802149087424 0.65920846100198049 3.2889782931888467 1.5830685550463384 2.2564294012263413 1.3518734741955984 1.0916739837994098 2.0895118839398492 5.2815992012619954 0.91772540070814956 5.1744314469397068 0.73133663146290828 0.98302808031439759 38.895073598014278 0.34853365085291443 0.19452543837360281
leaf_count=2203 5 5 13 35 84 23 110 2 101 62 86 8 86 2 210 14 31 50 18 14 111 27 25 40 38 7 4 1154 35 30
internal_value=0.000953378 -0.00169405 -0.0435032 0.00210072 0.00132477 -0.0609097 -0.0552564 -0.0722723 -0.0121026 0.0011634 -0.0458148 -0.072182 -0.0871679 0.00896529 0.0344549 0.0023501 0.000117525 -0.0805577 0.00300702 0.00049083 -0.0448354 0.0297789 0.0033075 0.00504946 0.0254276 -1.52831e-05 -0.037081 0.00227061 0.0151497 -0.0544738
internal_weight=270.081 81.6584 5.22392 188.423 184.313 1.87088 4.66553 3.65657 1.40358 76.4345 1.88321 0.938554 1.07312 0.810092 0.673123 74.5513 64.847 2.24228 62.6047 57.2262 3.3481 5.37849 53.8781 52.5263 10.456 42.0702 2.44381 39.6264 1.52609 0.543059
internal_count=4633 2288 239 2345 2310 107 234 221 111 2049 389 109 172 217 212 1660 1598 64 1534 1476 129 58 1347 1333 63 1270 109 1161 69 65
is_linear=0
shrinkage=0.1


Tree=956
num_leaves=31
num_cat=0
split_feature=1 0 1 0 0 1 2 2 2 1 1 1 1 2 0 1 2 2 0 0 0 0 0 0 2 1 0 2 1 0
split_gain=0.320134 1.23499 2.55382 1.16989 0.847755 0.66324 0.604906 1.24698 1.59197 0.811118 1.90805 1.40132 1.8102 0.566837 0.541868 1.03771 1.73579 0.828731 1.33035 1.78564 0.822581 0.434439 0.400027 0.345941 1.41289 0.823017 0.692384 1.58805 0.648624 0.333494
threshold=0.37227927305000003 0.50291907430000016 0.36618664115000005 0.5054040298000001 0.5116313883000001 0.37407562650000009 42.243697547450004 42.684965421050009 42.720329370750001 0.34626208795000007 0.34560342505000002 0.34542378970000004 0.34479506600000004 40.467253020850002 0.48588365620000007 0.36166581840000006 35.771221912400001 41.444941515100005 0.48911709230000006 0.49194634890000005 0.48368312325000012 0.49688632075000011 0.48320409570000006 0.47880302985000006 43.477771593600004 0.3447651268000001 0.48149755995000004 43.157831852650006 0.34542378970000004 0.5132031975000001
decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -5 -2 14 9 -9 10 11 12 -8 -3 20 17 -17 18 -16 -20 22 -21 -1 24 25 -10 28 -28 -25 -7
right_child=5 3 -4 4 -6 29 7 8 23 -11 -12 -13 -14 -15 15 16 -18 -19 19 21 -22 -23 -24 26 -26 -27 27 -29 -30 -31
leaf_value=0.0001673132533526038 -0.0011209859028101755 0.000795494053761304 -0.0022976712219343943 0.00074349096502020749 -0.00077785854066456713 -0.00036889732187727367 0.00080276347878561474 0.00168467855884132 -0.00019767390858625069 5.7473843831078815e-06 -0.0028117867586502274 0.0011018220443640599 -0.0023014221025382813 0.0020511571377855682 0.0018832790425880117 0.0010427179845412281 -0.00078090986902401853 0.00019087842521960092 -0.0011471474702806953 0.0005970100419590618 -0.00062039886200662448 0.0021241183720340285 0.00084929033441721175 4.511342314819493e-05 9.2228315971589454e-05 -0.0021820467114272266 -0.0011090270966161986 0.00039574308014407697 0.001063586179194971 6.7524619249797083e-05
leaf_weight=68.315333387603459 1.904131932184099 2.75235767662525 1.6752331613824925 3.7825846802443266 2.243438197474461 7.1082519878982557 1.1345063405751701 2.3649376183748236 1.4007142005830275 4.6557460464537144 1.7557680895552037 1.561097261495888 1.9876283988123757 2.7765567768365145 4.7471126243472117 3.3133822176605445 5.0884614679962397 5.4211484044790259 1.7623687721788881 1.4312740210443737 5.0236501321196547 1.4336263723671434 3.4750158786773673 4.5434229172533396 14.04507124507654 1.8849065038084516 4.1114965826272947 7.8342240937054157 5.1057785078883171 127.12684643283319
leaf_count=788 33 14 22 21 40 130 27 60 49 28 25 12 44 28 38 20 32 30 14 25 35 18 12 21 306 97 35 36 26 2567
internal_value=9.85568e-05 0.000156458 0.00011009 0.000774723 0.000177105 2.81144e-05 0.000136557 -3.41319e-05 0.000122683 -0.00061774 -0.00106856 -0.000415008 -0.00117344 0.00142607 0.000225963 0.000488598 -6.17372e-05 0.000801113 0.00115401 0.000405851 0.000146649 0.00136119 0.000200324 2.77837e-05 -0.000178555 -0.00133608 0.000193378 -0.000122171 0.000584028 4.44144e-05
internal_weight=301.766 165.627 154.072 11.5549 6.02602 136.139 152.397 52.3853 41.2906 11.0947 6.439 4.68323 3.12213 5.52891 100.011 23.1974 8.40184 14.7955 9.37438 4.62727 76.814 2.8649 71.7903 38.9256 17.3307 3.28562 21.5949 11.9457 9.6492 134.235
internal_count=4633 1903 1800 103 61 2730 1778 766 630 136 108 83 71 42 1012 177 52 125 95 57 835 43 800 570 452 146 118 71 47 2697
is_linear=0
shrinkage=0.00196078


Tree=957
num_leaves=31
num_cat=0
split_feature=1 0 0 0 0 1 2 2 1 0 0 0 0 2 0 0 2 1 0 1 0 0 0 2 2 2 1 1 1 1
split_gain=0.234428 1.25776 1.96053 0.991077 0.801045 0.576446 0.543966 0.487911 0.814494 2.13486 0.694219 0.636081 0.467478 0.712601 0.411771 0.415822 0.518285 1.47487 0.481735 0.417662 0.579277 0.403901 0.403457 0.370864 0.610063 1.26865 1.3816 0.982564 0.969803 0.628853
threshold=0.37227927305000003 0.50291907430000016 0.50101793360000013 0.5054040298000001 0.5116313883000001 0.37407562650000009 40.467253020850002 38.621016321050007 0.35331277505000008 0.47976108500000009 0.49588335680000006 0.45995628875000011 0.47604862130000009 37.041406607950009 0.47938684470000009 0.47787491390000009 40.518963363600001 0.34566330350000002 0.47847369840000004 0.34569324270000007 0.47721625100000004 0.48735067810000005 0.47961138885000004 41.257948413050009 42.684965421050009 42.283941020600004 0.34569324270000007 0.34626208795000007 0.34503457980000002 0.3459626957000001
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 6 -5 -2 -3 12 10 11 14 -10 -1 -14 15 19 -17 18 -18 20 -9 -11 -16 -24 25 26 28 -27 -25 -28
right_child=5 3 -4 4 -6 -7 -8 8 9 21 -12 -13 13 -15 22 16 17 -19 -20 -21 -22 -23 23 24 -26 27 29 -29 -30 -31
leaf_value=-5.1513096324576489e-05 -0.0010852557327551079 0.00077500554618955609 -0.0019640015018273726 0.00076924002126350249 -0.00073379542800489236 4.6921032063307962e-05 0.0020425371892844445 -3.1190904445174717e-05 -0.0012818412599237316 -0.00076958972826770449 0.00098096950737017793 0.0012321873194672023 0.00028796210444130582 0.0013026047920486883 0.00073116132351197212 7.2226295908397553e-05 -0.00073785563842051875 0.0006395319056357342 -0.0019684846400141428 -0.0006578011855447051 0.00053001043395864574 -0.0021063036466609855 0.00036385387392426453 0.00014820074997783165 0.00032352518900854641 -0.001780736953056407 0.00091319655294847684 -0.00016473105812135551 -0.0011597055822139448 3.1765560840293415e-05
leaf_weight=5.1989501855896405 1.7521451339125622 2.6264719590544683 1.7551061138510693 3.8062854055315256 2.1239832869614474 130.76789830256985 2.5807596035301685 26.634993140498409 0.47581316943978835 1.4365610387176277 3.459679475054144 2.0713151954114437 7.3166316482238454 4.1824678853154182 4.8897637352347365 6.2511348649859411 2.7000431348569691 2.1855127457529306 2.2355255440343171 2.881432406109524 9.6275097969919425 2.2000169958919287 20.871986094862223 4.289036683738237 18.390023349318653 2.8242757618427268 6.6453821659088117 2.9653766453266144 4.4319648370146751 5.8526800945401192
leaf_count=233 33 14 21 21 40 2697 28 599 99 16 28 18 51 28 41 31 27 24 39 48 47 33 118 22 148 29 24 15 38 23
internal_value=9.31925e-05 0.000143009 9.63376e-05 0.000779008 0.000230913 3.19517e-05 0.00140321 0.000120442 8.08678e-05 -0.000614055 0.000114668 0.000762557 0.00043641 0.000657009 9.04342e-05 -4.12661e-05 -0.000339782 -0.000701457 -0.00129526 6.07119e-05 0.000117805 -0.00157826 0.000187628 0.000147524 4.80668e-05 -0.000139491 8.2488e-05 -0.000953042 -0.00051647 0.000500434
internal_weight=295.431 162.911 151.773 11.1375 5.93027 132.52 5.20723 150.018 133.32 6.18371 127.136 2.54713 16.698 11.4991 123.677 52.5162 13.3722 7.12108 4.93557 39.1439 36.2625 3.63658 71.1605 66.2707 45.3987 27.0087 21.2191 5.78965 8.721 12.4981
internal_count=4633 1903 1800 103 61 2730 42 1779 1467 166 1301 117 312 79 1273 815 121 90 66 694 646 49 458 417 299 151 107 44 60 47
is_linear=0
shrinkage=0.00196078


Tree=958
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 2 2 2 0 0 0 2 0 1 2 1 2 0 2 0 1 0 2 0 1 2 1 2 2 2
split_gain=0.477001 1.15419 0.736302 0.787831 1.36639 0.761648 1.1433 1.82819 0.975904 0.738185 2.2611 1.46694 0.525596 0.637583 1.04796 0.527399 0.596018 0.702267 0.718903 0.502118 0.715739 0.478987 0.546983 2.44573 1.38519 0.509667 0.718053 0.499801 1.01998 0.711723
threshold=0.39078171310000004 0.53146612375000013 36.377496227400009 0.39431454150000006 0.39563186730000005 36.654713368950006 43.968221017800005 44.202975721700007 0.5132031975000001 0.52863686715000002 0.52769378160000013 42.546237522150008 0.54504356155000011 0.43540612555000008 42.081757894750005 0.42307116555000007 41.087689990200012 0.55619592225000014 39.065416244600009 0.54353163080000011 0.41917906650000009 0.47880302985000006 43.930205408700004 0.51017933595000009 0.35331277505000008 43.157831852650006 0.34626208795000007 41.243661560350013 41.32819714970001 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=21 2 -2 9 -5 -6 8 -8 -7 10 11 -4 19 14 15 -14 17 18 -17 -3 -21 -1 25 24 -24 27 -27 -23 -29 -30
right_child=1 12 3 4 5 6 7 -9 -10 -11 -12 -13 13 -15 -16 16 -18 -19 -20 20 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=3.5226250653076939e-05 -0.0021972613609014522 0.00016144790884169534 -0.0025099971712344666 0.0010419578229316163 0.0017402910974268495 0.00040324886588595401 0.0017323222722012391 -0.0020194419248414229 -0.002170900053066833 -0.0025135429186610501 0.0024466603842650484 0.0010716201810573658 0.00025363154841763632 0.00011007853022028288 -0.0016496689440405174 -0.00053517891843153002 0.00031073823911659146 -0.00025255899824265602 -0.0028722487925388128 -7.9751388562633108e-05 0.0011667878762451377 0.00033831169837067801 -0.00059511016825160377 -0.0022517507674933894 0.0014510551814335222 0.00014428692862529342 0.0010530978291307393 -0.0010263052429580915 0.00082882939331572385 6.3723028933206308e-05
leaf_weight=59.034214516346765 0.9296553167514493 29.590486974688247 1.6641944618895648 2.8981818610336614 0.48600707203149784 0.7385579518741 1.30124695179984 0.81031373218866054 2.426888425485231 1.0565655133686958 0.71022748760879029 0.59750804680516001 6.2087388192885538 37.576603764466711 2.1075185499503268 0.93755547370528836 2.1612057611346245 2.5504572981735691 1.0994857978075741 2.750406405539251 4.9728666786104441 70.599404050502926 2.606811753998044 1.8074452473083509 2.4841344496235251 6.1821295469999296 7.2768385820090771 3.0070000812411299 5.2909991368651381 40.111799438018352
leaf_count=1148 26 210 63 14 2 24 11 172 122 22 4 19 68 1444 103 30 14 47 14 21 33 470 17 62 24 24 39 27 26 333
internal_value=0.000126949 1.90919e-05 -0.000512865 -0.000389465 -5.62665e-05 -0.000608556 -0.000824883 0.000292579 -0.0015703 -0.00110584 -0.000605376 -0.00156379 9.96309e-05 -2.65556e-05 -0.000367363 -0.000158796 -0.000538226 -0.00093818 -0.0017966 0.000277652 0.000722871 0.000183255 0.000245959 -0.000292335 0.000403319 0.000273991 0.000635652 0.00023309 7.96384e-05 0.000152884
internal_weight=301.975 103.575 13.6193 12.6897 8.6612 5.76301 5.27701 2.11156 3.16545 4.0285 2.97193 2.2617 89.9553 52.6416 15.065 12.9574 6.7487 4.5875 2.03704 37.3138 7.72327 198.401 139.367 6.89839 5.09095 132.468 13.459 119.009 48.4098 45.4028
internal_count=4633 2463 479 453 345 331 329 183 146 108 86 82 1984 1720 276 173 105 91 44 264 54 2170 1022 103 41 919 63 856 386 359
is_linear=0
shrinkage=0.00196078


Tree=959
num_leaves=31
num_cat=0
split_feature=1 1 1 1 2 2 2 2 0 1 1 1 2 2 0 0 0 0 2 2 2 1 0 2 1 2 2 2 2 2
split_gain=0.213716 0.261503 0.450884 0.200792 0.326991 0.257213 0.212244 0.313245 0.32858 0.195152 0.410607 0.16671 0.191798 0.550153 0.399577 0.930703 1.24094 1.33592 0.809984 0.729457 1.25057 0.710495 1.47895 0.57339 0.803665 1.17832 0.550676 1.71745 0.957713 0.69694
threshold=0.50634711535000021 0.51869704500000013 0.5225142959500001 0.31060447290000009 49.247968080500009 48.823707093150006 45.044778924400006 44.952171034750002 0.41973294215000007 0.57854555250000017 0.58454836680000011 0.31100865245000009 42.081757894750005 42.027798546600003 0.48104847160000008 0.48149755995000004 0.48265022005000008 0.48320409570000006 43.477771593600004 43.61821939175001 43.895345911700005 0.34545372890000009 0.47709649410000005 48.914776625700007 0.34575312120000007 44.749265482150008 43.022303514600004 42.686561923500008 42.759119507950011 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 4 5 6 7 8 -1 -4 -11 -5 13 -13 18 -16 -17 -18 21 -20 -21 -14 -23 24 -22 -26 27 -19 -29 -30
right_child=1 2 9 11 -6 -7 -8 -9 -10 10 -12 12 14 -15 15 16 17 26 19 20 23 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0020264678569489152 -0.0020995081503985165 0.0019052291514655042 -0.0020085371069388687 0.00058234108244620969 -0.0020990042732111206 0.0020055491478753015 -0.0020406582780482596 0.0016845952606853282 0.0019992652373378729 0.001368108427546541 -0.0021268495863002996 0.00011869818278522395 -0.00018232789504261623 0.0007754571522236276 0.0011227507862720707 -0.0015850914760103612 0.0016378596926785829 8.0945968945777256e-05 0.0013859646706589682 -0.0018542403286732399 0.00066237653425341527 0.00052009763067833797 -0.0018138505335615564 -0.00086804048991143807 -0.0024110758512180877 0.00051772522429380176 0.00019734495784236902 -0.0027774962092116128 0.00014116810306690961 -0.0015874445961128016
leaf_weight=0.30824024838875519 0.35801650342091207 0.29666859407734569 0.35668952800676834 2.7827787068672469 0.41241586115211237 0.1924535259604454 0.24754684965591878 0.2779226116836071 0.10433307290077209 0.30132720962865278 0.2263058489904779 192.63676902970019 9.7651533157331887 5.03187730628997 3.3276468422263852 1.7171384599059809 2.1110733523964873 19.017602525535043 1.6616026875562955 1.2552296184003342 8.0608000496868026 1.5065569164871693 3.3985479157418013 1.6531452508643258 0.89253417588770334 1.2935586147941647 38.269563728332287 1.1692470484413195 1.7710029943846168 1.816477518295869
leaf_count=154 153 14 259 18 14 3 19 3 2 13 115 2196 144 31 21 12 59 166 11 19 75 43 53 24 18 68 847 19 18 42
internal_value=9.72871e-05 -0.000631531 -0.000186515 0.000101017 -0.000604512 -5.93066e-05 -0.000482943 7.55075e-05 -0.00100843 -0.000888244 -0.000130906 0.000104657 0.000100171 0.000135417 2.95744e-05 0.000111019 5.991e-05 0.000103939 -0.000161559 0.000161806 7.18577e-06 -0.000488155 -0.001097 0.000203531 0.000376409 -0.000678041 5.17469e-05 -0.000182623 -0.00123638 -0.000734094
internal_weight=302.22 1.53901 1.18099 300.681 1.54291 1.1305 0.938043 0.690496 0.412573 0.884323 0.527633 299.138 296.356 197.669 98.6869 69.1998 65.8721 64.155 29.4871 14.8169 13.1553 14.6703 4.9051 11.9 10.2469 2.18609 62.0439 23.7743 4.75673 3.58748
internal_count=4633 554 401 4079 195 181 178 159 156 387 128 3884 3866 2227 1639 1184 1163 1151 455 215 204 240 96 185 161 86 1092 245 79 60
is_linear=0
shrinkage=0.00196078


Tree=960
num_leaves=31
num_cat=0
split_feature=1 2 2 2 2 0 1 0 1 0 2 0 1 0 2 1 1 1 1 1 1 0 1 2 1 2 0 1 1 2
split_gain=0.0833793 0.260242 0.15365 0.134864 0.204932 0.217561 0.0850909 1.13771 0.48203 0.706011 1.03811 0.839155 1.15945 0.839047 0.723171 0.682577 0.514184 0.515897 0.334058 0.456774 0.658603 0.69982 0.754454 0.832191 0.672919 0.732852 1.66708 0.42299 1.07862 0.420719
threshold=0.31060447290000009 49.247968080500009 48.823707093150006 45.044778924400006 44.952171034750002 0.41973294215000007 0.38334181610000007 0.5116313883000001 0.37977904855000005 0.51017933595000009 39.852039223600009 0.50291907430000016 0.37227927305000003 0.50101793360000013 41.600558339100012 0.36166581840000006 0.36618664115000005 0.36551300860000008 0.38723391515000005 0.38906020780000011 0.39019789825000006 0.52324780695000006 0.39048232090000007 39.525197829750006 0.39394030120000006 35.887362732750006 0.52769378160000013 0.39563186730000005 0.39995808510000008 36.558960102350007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 -1 8 -8 9 11 -11 13 14 16 -13 -12 17 -2 -9 -20 -21 22 -22 -24 25 -23 -27 -26 29 -29
right_child=6 -3 -4 -5 -6 -7 7 18 -10 10 15 12 -14 -15 -16 -17 -18 -19 19 20 21 24 23 -25 27 26 -28 28 -30 -31
leaf_value=-0.10252567461155018 0.0020094492782954921 -0.10513506344739659 0.10157205100720385 -0.10247944039137154 0.084355596249218553 0.10127260627423679 -0.10985540206645004 -0.033217849744341693 0.033608287031591119 0.0086936814928427805 -0.019111772890588366 0.024232169489201167 -0.037415314513186422 -0.06147177464152357 0.086465158688473778 -0.11956980599629866 -0.044907899022526884 0.047796472471481208 0.032103221418528137 -0.042583615347449207 0.083914735034776144 0.049842936614653874 -0.025947571278200601 0.062559212188065996 0.029828867587017617 -0.11810504262010282 0.002235838433676831 0.0060790604357073459 0.0021120801387735444 -0.067658898517098623
leaf_weight=0.19727474795490596 133.72722966112997 0.3029343793168664 0.13438335433602333 0.14059487992199138 0.20498695224523544 0.071318788453936577 0.94964225988951412 2.9307992558460674 4.9052122803404918 2.9292804095894089 1.1791769140399995 4.7751415474340302 1.9603887954726813 2.1103122718632212 3.0662389295175672 1.5861967576493041 2.2921231932996298 2.5069415867328635 4.5214422307908526 3.5677242166129863 2.0065539777278891 0.86220416612923045 2.6198563759680837 1.7869773886304754 4.8348331740708081 2.0488481643842533 2.6273022014065646 1.0205114074051369 75.700908583145122 3.2002313888515346
leaf_count=154 1552 14 3 19 3 2 73 28 32 22 10 32 38 24 31 57 28 13 29 31 9 5 24 28 48 69 45 13 1981 216
internal_value=0.00117284 -0.026932 0.00471602 -0.0164764 0.00905593 -0.0484118 0.00128241 -0.000879721 0.00274154 0.0017718 -0.0327906 0.00308012 0.0313705 0.0011084 0.0485673 -0.0767337 0.00206175 0.00285201 8.09181e-05 0.00101216 -0.000389733 0.00116687 0.0330859 0.00994206 -0.00110025 -0.0348714 -0.0504913 0.00110651 -0.000631043 -0.0498302
internal_weight=270.768 1.05149 0.748559 0.614175 0.47358 0.268594 269.716 108.678 161.038 156.133 5.69465 150.438 9.80177 140.637 7.84138 2.76537 138.526 136.234 107.728 104.797 100.276 96.7082 6.41339 4.40683 90.2948 5.53835 4.67615 84.7565 79.9217 4.22074
internal_count=4633 195 181 178 159 156 4438 2599 1839 1807 89 1718 101 1617 63 67 1593 1565 2526 2498 2469 2438 61 52 2377 119 114 2258 2210 229
is_linear=0
shrinkage=0.1


Tree=961
num_leaves=31
num_cat=0
split_feature=2 0 1 0 1 1 1 1 1 2 1 2 0 1 1 2 1 0 0 0 0 1 2 2 0 1 1 2 1 0
split_gain=0.0794963 0.154345 0.377271 0.390874 0.34037 0.262649 0.246068 0.323175 0.231893 0.25272 0.187476 0.165026 0.118271 0.0821296 0.605645 0.603877 0.444902 0.284628 0.684929 0.432838 0.39229 0.464467 0.691847 1.47273 0.565232 0.768516 1.21515 1.50252 0.669376 0.931925
threshold=34.823977857500005 0.49405706415000006 0.36551300860000008 0.5116313883000001 0.34007963835000005 0.38045268105000002 0.38512319990000005 0.38906020780000011 0.40651477500000005 33.361153777850006 0.33894194785000004 33.036871954450007 0.41973294215000007 0.35585760905000008 0.35210023650000005 41.873095646600007 0.35696536035000009 0.48032993025000009 0.48735067810000005 0.45995628875000011 0.49588335680000006 0.36880632320000012 38.474425342400004 43.118479346150004 0.5054040298000001 0.36994401365000007 0.37644082515000005 39.852039223600009 0.38045268105000002 0.5195503128500002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -3 -4 10 -5 -7 -8 -9 11 12 -10 -1 14 -2 -16 -15 19 -19 -18 -20 22 -22 -24 -23 -26 27 -27 -28 -30
right_child=13 2 3 5 -6 6 7 8 9 -11 -12 -13 -14 16 15 -17 17 18 20 -21 21 24 23 -25 25 26 28 -29 29 -31
leaf_value=-0.10435211776553002 0.0017495223329300636 0.10460300835005912 -0.11419841707482098 -0.11224584628705224 -0.10815447158384853 0.10217057737906149 -0.11787355889821186 0.066498611177737962 -0.10171852332158804 -0.10957732909705808 0.10086229726705315 0.07212403280106576 0.02731482661061448 -0.060061993052374078 0.1008665537176289 0.00062708371279270264 -0.066114203335695718 -0.081673118594003599 0.051693410283706609 0.050214175327421708 -0.0057751356441692863 0.030981170576614772 -0.12483125893114991 0.016469157897405596 0.10976058234211206 0.010568548894416023 0.04092410463197714 -0.11118339090534556 -0.055378204863017678 0.00092937906952791872
leaf_weight=0.11237149158844717 123.11800242932259 0.51242922060191665 0.22943398286588523 0.13257919717580069 0.29387099673112971 0.40646642819046963 0.16445649228990067 0.75365642085671403 0.069782358701417024 0.19698879678537651 0.20512112602591515 0.25108216959051788 0.17364341067150235 1.2554747411049891 1.2430689695756876 1.1635415665805338 0.37556815459538428 1.0413144460471802 1.4379516960761964 2.1562160465400666 8.9985804036259633 5.9902037389110765 1.6420684866607183 1.3392074142757335 0.62849956215359171 1.8894241303205479 4.0164174663368604 2.1866852585226297 3.0244891177062518 104.3831341917321
leaf_count=57 1421 8 6 4 43 7 3 9 160 62 11 8 8 13 28 16 102 19 34 28 47 71 33 24 4 15 38 50 44 2260
internal_value=0.00105931 0.0160279 0.0273128 0.00934651 -0.0230286 0.0236985 0.0334809 0.0140375 0.0310989 -0.0204201 0.0279064 0.0343164 -0.0244154 0.000862166 0.00272067 0.052403 -0.000799844 -0.000265 -0.000880861 0.0329579 -0.000260143 -0.000817245 -0.0196074 -0.0613582 0.00102607 -0.000519089 -0.00111918 -0.054747 0.000842628 -0.000656185
internal_weight=269.392 3.50188 2.71688 2.20445 0.785007 1.97501 1.84243 1.43597 1.27151 0.517853 0.491136 0.320865 0.286015 265.89 125.525 2.40661 140.365 139.11 136.578 2.53178 135.537 134.099 11.9799 2.98128 122.119 116.129 115.5 4.07611 111.424 107.408
internal_count=4633 386 267 259 119 253 249 242 239 230 76 168 65 4247 1465 44 2782 2769 2639 130 2620 2586 104 57 2482 2411 2407 65 2342 2304
is_linear=0
shrinkage=0.1


Tree=962
num_leaves=31
num_cat=0
split_feature=0 0 0 0 0 0 2 2 2 2 2 2 1 1 1 2 2 0 1 1 2 2 0 1 1 2 0 2 1 2
split_gain=0.0761358 0.387423 0.25474 0.185482 0.384032 0.326716 0.743255 0.372792 1.04316 0.721341 0.221638 0.68923 0.18885 0.916647 0.986962 0.643129 0.823193 0.926976 0.809761 0.614739 1.60197 3.52949 0.685829 0.613141 0.573363 1.41888 1.41626 0.471107 1.28715 0.537248
threshold=0.47721625100000004 0.47709649410000005 0.47757552170000012 0.47880302985000006 0.47905751325000007 0.47787491390000009 39.656620114300004 40.330620469300008 40.518963363600001 41.257948413050009 41.529896397300007 41.873095646600007 0.34536391125000004 0.34542378970000004 0.34545372890000009 41.489621506400006 42.759119507950011 0.48233585820000008 0.34512439750000007 0.34569324270000007 41.184662530950007 42.477827694800006 0.47943175355000006 0.34479506600000004 0.3459626957000001 41.741384785950011 0.48185683060000012 42.283941020600004 0.34575312120000007 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 -1 -2 5 -5 -4 -7 -8 -9 -10 -11 -12 15 -14 -15 18 17 -17 23 20 -16 -22 -21 -6 25 -24 -26 -27 -29 -30
right_child=2 -3 3 4 12 6 7 8 9 10 11 -13 13 14 19 16 -18 -19 -20 22 21 -23 24 -25 26 27 -28 28 29 -31
leaf_value=-0.00061706505271905501 0.022214440033698282 -0.044041006835684966 0.0097453042728925417 0.034744962206294437 0.029554044609685883 0.040915964042431974 -0.083893322545969609 0.044205417248368933 -0.1219689913580862 6.4847394165140588e-05 0.013246085017641202 -0.10994632919270582 -0.070701508604904317 0.083642844868403177 0.022333312534383205 0.0033568475147187221 0.017147979339370911 -0.078216080046257311 0.058606979482847099 0.086014116704215923 -0.16403953142628103 0.0017118765910667717 -0.014791964696669685 -0.022615980523197202 -0.068275799963111755 0.080929362356478823 0.00078118574522771482 -0.060304647872113287 0.021224162758512469 0.11506434395694519
leaf_weight=29.336386380502038 5.8307348433881989 2.2093292064964762 5.2586814593523732 3.4762590376194558 5.2012887746095675 1.564645279198883 1.2858926467597482 1.6161646544933317 1.051625800784677 1.5885482951998713 0.87012278288602807 0.94996644905768335 1.8088857941329468 1.4280950874090184 4.1810135915875417 2.9107186412438733 6.2521063317544758 2.671829592436552 4.5363522544503203 0.95600493997335334 2.0422324230894446 3.4633341319859028 5.7421766743063909 3.9739887379109859 3.0265130777843288 3.1679830700159073 158.50711703444395 1.1296413689851763 1.2034033611416819 1.2374475002288816
leaf_count=963 38 17 36 18 24 11 12 6 24 6 4 38 13 21 17 19 29 25 30 22 27 25 28 23 26 10 3050 8 59 4
internal_value=0.000956815 -0.0036583 0.00157128 0.00105045 0.00177493 -0.0100278 -0.0216757 -0.0349777 -0.0246262 -0.0495671 -0.0272298 -0.0510522 0.00123795 0.000141155 0.000829799 0.00930496 -0.00777363 -0.0356843 0.0240457 0.000189341 -0.0243329 -0.0597719 0.00154692 0.00695821 0.00108287 0.0217336 -0.000512674 0.0528588 0.0279526 0.0687987
internal_weight=268.478 31.5457 236.933 231.102 216.916 14.1856 8.92697 7.36232 6.07643 4.46026 3.40864 1.82009 213.44 187.894 186.085 25.5463 11.8347 5.58255 13.7116 184.657 9.68658 5.50557 174.97 9.17528 174.014 12.4807 161.534 6.73848 3.57049 2.44085
internal_count=4633 980 3653 3615 3478 137 101 90 78 72 48 42 3460 3310 3297 150 73 44 77 3276 69 52 3207 47 3185 109 3076 81 71 63
is_linear=0
shrinkage=0.1


Tree=963
num_leaves=31
num_cat=0
split_feature=1 1 1 0 0 0 1 2 0 1 1 0 2 2 1 1 1 2 2 1 1 0 0 0 1 2 2 2 1 2
split_gain=0.241934 0.300691 0.476828 0.23722 0.773098 0.269029 1.12051 1.30286 0.472942 0.922875 1.61498 0.858492 0.796423 1.31947 0.746797 0.662522 0.938855 1.74601 2.18402 2.44701 1.50139 1.05754 0.747614 1.24451 1.17266 0.938435 0.516359 0.50129 1.03273 1.60208
threshold=0.50634711535000021 0.51869704500000013 0.5225142959500001 0.47736594710000008 0.47757552170000012 0.51809826055000008 0.38045268105000002 36.654713368950006 0.48588365620000007 0.34494476210000008 0.34587287805000005 0.48368312325000012 39.571921479100006 40.148327922700012 0.34650160175000005 0.34479506600000004 0.34569324270000007 40.574766824850009 42.844429421150004 0.34515433670000012 0.34524415440000006 0.48104847160000008 0.47976108500000009 0.47880302985000006 0.3459626957000001 41.741384785950011 41.835830569250014 43.157831852650006 0.3584174126500001 48.109449608500007
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 11 -10 -11 12 -6 -14 -12 -15 17 -17 19 -19 -21 -22 23 -18 25 -24 -13 -16 -29 -30
right_child=1 2 -4 4 5 6 -8 -9 9 10 14 26 13 15 27 16 22 18 -20 20 21 -23 24 -25 -26 -27 -28 28 29 -31
leaf_value=-5.5998161153856977e-05 -0.0021620991263732754 0.0019385950039328274 -0.00092123461944916443 0.0010049940236952644 0.00078582704109996188 0.00041526419050075665 5.5992075252134604e-05 -0.0024820558268144914 -0.0010210369958765489 0.0013178897584990659 -0.00089477557819085641 -0.0010866428387619892 -0.00093712226404087432 0.00077166662031600208 0.00018288194326544023 0.00083791241353884098 -0.00014974680555990575 -0.0020535473870537621 0.00055871180342851852 0.00073940950646417193 -0.00030354248616878444 -0.0016292627788453437 -9.8708285686569715e-05 0.0017074287279316533 -0.00058674763063574565 0.0011961509938986474 -8.4600966070972036e-05 0.0012870482513607732 -0.00108671124691832 0.0016417366177204501
leaf_weight=38.501017137565213 0.39582250237481176 0.30175474536372326 0.87159369778908058 3.6497347615659228 6.3518801797181359 1.0190025046467774 118.01695050194166 1.4398900246014816 2.0046973098069421 5.7536162137985221 2.2006788253784171 3.7391459378413847 4.7421586215496054 5.7295477122534058 41.151730585843325 5.7626453787088421 2.2551455218344953 4.066840957850224 7.2662947438657275 3.7310292012989512 7.7518898202106339 3.2974883839488029 4.0067228600382787 3.6046185977756977 5.1251252787187687 4.6483774483203888 4.1957303360104561 4.9355715124402177 2.2796744084334937 1.2987817644316235
leaf_count=1000 153 14 387 18 38 7 1956 40 18 36 11 31 30 29 339 35 32 34 46 16 54 19 16 32 28 69 27 26 78 14
internal_value=8.36088e-05 -0.000684291 -0.000185761 8.76452e-05 0.000108914 9.61574e-05 2.86969e-05 -0.00128136 0.000155962 0.00028679 0.000332292 5.36917e-05 0.000124575 5.68162e-05 0.000222958 0.000139153 6.88056e-05 -0.00013897 -0.000354545 -0.000706639 -0.000336036 -0.00069918 0.000406031 0.00099269 0.000156566 0.000596719 -0.000556792 0.000272484 0.000705568 -9.64355e-05
internal_weight=300.095 1.56917 1.17335 298.526 260.025 256.375 120.476 2.45889 135.899 59.6248 57.6201 76.2746 68.3398 61.9879 51.8664 57.2457 51.5162 31.8762 26.1135 18.8472 14.7804 11.0494 19.64 5.85976 13.7802 8.6551 7.93488 49.6658 8.51403 3.57846
internal_count=4633 554 401 4079 3079 3061 2003 47 1058 522 504 536 478 440 468 410 381 204 169 123 89 73 177 64 113 85 58 457 118 92
is_linear=0
shrinkage=0.00196078


Tree=964
num_leaves=31
num_cat=0
split_feature=0 1 1 0 1 0 0 2 2 0 1 2 0 1 1 2 0 1 0 0 1 0 0 0 2 2 2 0 1 0
split_gain=0.0764434 0.331044 0.183318 0.123706 0.133535 0.190532 0.138204 0.196228 0.274375 0.43532 0.218987 0.0870659 0.494953 0.36118 0.467571 0.240095 0.416908 0.457982 0.693868 0.410224 0.632792 0.756228 1.0294 0.492201 0.356654 0.379224 0.235595 0.541186 0.56593 0.937148
threshold=0.61797550970000004 0.45824975300000009 0.58454836680000011 0.68131193680000013 0.57854555250000017 0.66977036620000019 0.66011496660000013 49.247968080500009 48.823707093150006 0.63528038085000016 0.49284452560000008 47.927946529500012 0.58887458460000019 0.40272746325000003 0.48522499325000007 44.279556297950009 0.60134427115000011 0.45824975300000009 0.58984760935000013 0.55688452445000014 0.4172030777500001 0.47943175355000006 0.47774018740000007 0.54191491270000014 44.749265482150008 45.205561619650005 43.895345911700005 0.53499895210000015 0.3465914194000001 0.48001556840000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 -2 3 4 5 6 7 8 9 10 -3 15 13 -13 -15 26 17 18 19 20 21 22 24 -23 -17 -26 -1 28 29 -28
right_child=1 2 -4 -5 -6 -7 -8 -9 -10 -11 -12 12 -14 14 -16 16 -18 -19 -20 -21 -22 23 -24 -25 25 -27 27 -29 -30 -31
leaf_value=0.00072055686759393714 -0.11956677656518117 0.056687005994203767 -0.10702438267327444 -0.10213865980251868 0.081750117780647474 -0.1066795091041676 0.051102469962997048 -0.10323743658948731 0.10873880070033815 -0.10673316573099086 -0.053723182307394438 0.009218706621991108 0.068215714729340002 -0.10708235025100948 0.0085479817607386922 -0.11170924953862738 0.065295123104343031 -0.12313956446076356 0.10846748445242847 -0.10976834859614835 0.051980456041564677 -0.090810463041859607 0.090559484211590713 0.0229652366057462 0.012283493081754715 -0.10509128726992263 0.048787377812417154 -0.049076925867138632 0.058270635107867119 -0.054787958269731513
leaf_weight=235.33888840555886 0.27432583825432688 0.62066083460013233 0.16420538088752312 0.10965711304464765 0.21497037683730003 0.15790403169989975 0.53701091037100912 0.18884759521461081 0.2172645330429076 0.35394876188036051 0.25281043170912199 10.107594216431606 1.2775784120603919 0.6498583370084805 0.75715095933992416 0.47537905514400058 0.59282438457012254 0.4209527471102773 0.42309854924678791 0.50982615567045275 1.117586470179958 2.1091926642693584 0.93665523082017887 0.46384581085294474 1.2679831239947814 0.35158616991247971 1.8780277317600842 1.0340810171328483 3.3035321276402101 1.6332924515008924
leaf_count=3124 15 26 115 87 9 32 32 21 1 124 124 149 53 111 51 23 8 15 2 27 31 163 5 9 21 99 43 76 29 8
internal_value=0.000932181 -0.0147013 -0.00449029 0.0018558 0.00633943 -0.000622752 0.00709273 -0.00737513 0.00515589 -0.0131792 0.0247308 0.00111481 0.00916291 0.00261083 -0.0448584 0.000706035 -0.0156472 -0.0215887 -0.0160045 -0.0232865 -0.0167275 -0.0304282 0.00341252 -0.0702999 -0.0355511 -0.013197 0.00128898 0.0183323 0.0285609 0.000609255
internal_weight=267.741 3.09161 2.81728 2.65307 2.54342 2.32845 2.17054 1.63353 1.44468 1.22742 0.873471 264.649 12.7922 11.5146 1.40701 251.857 8.66893 8.07611 7.65515 7.23205 6.72223 5.60464 3.0316 2.57304 2.09495 1.61957 243.188 7.84893 6.81485 3.51132
internal_count=4633 586 571 456 369 360 328 296 275 274 150 4047 364 311 162 3683 403 395 380 378 351 320 148 172 143 120 3280 156 80 51
is_linear=0
shrinkage=0.1


Tree=965
num_leaves=31
num_cat=0
split_feature=1 0 1 2 0 0 0 2 0 0 0 1 1 0 0 1 0 1 2 1 0 2 2 2 1 2 2 2 0 0
split_gain=0.0782793 0.150783 0.158078 0.215037 0.191548 0.0781531 0.335154 0.757882 0.351295 0.338398 0.317644 0.260133 0.228404 0.96622 0.462377 0.18121 0.974813 0.510616 1.59808 0.525291 0.662509 0.820553 1.30299 2.12868 1.20922 0.455125 0.248326 1.83044 1.60929 2.72693
threshold=0.50056884525000012 0.62572976855000018 0.58454836680000011 48.109449608500007 0.63013083440000017 0.47880302985000006 0.47787491390000009 39.571921479100006 0.47847369840000004 0.47736594710000008 0.47905751325000007 0.34527409360000011 0.34446573455000007 0.47938684470000009 0.47961138885000004 0.3459626957000001 0.48185683060000012 0.34575312120000007 42.684965421050009 0.34566330350000002 0.48654231910000006 40.574766824850009 42.844429421150004 41.741384785950011 0.34479506600000004 41.16018805045001 43.157831852650006 42.686561923500008 0.50386215985000016 0.51809826055000008
decision_type=2 2 2 2 2 2 2 2 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 9 -8 -9 -1 -7 -10 -12 -14 -15 17 -17 19 -19 20 21 -16 23 24 -23 -26 27 -18 -29 -30
right_child=1 2 -4 -5 -6 10 7 8 11 -11 12 -13 13 14 15 16 26 18 -20 -21 -22 22 -24 -25 25 -27 -28 28 29 -31
leaf_value=-0.0033120470905487788 -0.10148730173298746 0.074208627185592194 -0.10634965031432067 0.029492672193923038 -0.10507432176438358 0.032010372671749061 0.045285807151670736 -0.021405799434883993 -0.11427219311312589 0.019076426931958657 -0.045097841600079791 -0.036268835853143458 -0.088761963215060413 0.036239004806747424 0.03255926212690962 -0.057362108627123223 0.0017130047078113789 0.0054474953217882264 0.1079973752323963 -0.026506626938088002 0.049205005438976969 0.039845988065079246 0.026713123687766096 -0.10229623404744669 -0.0078221631300252788 -0.058921779926225708 0.010028761472738772 -0.13721047639564596 0.091868794093261291 -0.079393124721453434
leaf_weight=34.104920217133895 0.20488193054597914 0.077027624036418052 0.14947375557832732 0.85486745979869738 0.26329986378559056 3.4267417548107906 1.4607339445501546 5.525603324174881 0.81226752465590812 8.4174071466550213 1.0548583418130864 0.90262006456032395 1.1779439421370614 3.8846488595008841 6.6138074696064058 2.9254368161782613 125.68607310113862 6.6407739073038083 1.9704996496438978 5.5435102954506865 3.3090293183922759 3.8053049072623271 7.1755798086524001 2.8801387110725036 4.0108833611011505 3.0825717523694038 25.033818077103206 1.7059773886576284 1.399358896538615 2.7702530613169074
leaf_count=1000 204 9 115 37 247 18 10 51 25 54 10 15 12 39 35 25 1564 30 60 37 27 20 37 31 19 28 777 18 10 69
internal_value=0.000838667 -0.0215721 -0.00939569 0.00272958 -0.0644965 0.000969553 -0.00253924 -0.0204208 -0.0336768 0.00111981 0.00180905 -0.0732156 0.00131779 0.00155137 0.00206176 0.0014127 -0.000168691 0.00701461 0.0289138 0.00183681 0.00692541 0.00185058 -0.00784193 -0.025837 -0.00563167 -0.0300283 0.000899767 -0.000837317 -0.0553918 -0.0219161
internal_weight=266.87 1.54955 1.34467 1.19519 0.340327 265.321 51.2236 8.70122 7.24049 42.5223 214.097 1.71489 210.67 209.616 208.438 204.553 159.521 45.0321 8.61127 36.4208 30.8773 27.5683 20.9545 13.7789 10.8988 7.09346 156.595 131.562 5.87559 4.16961
internal_count=4633 612 408 293 256 4021 1155 101 91 1054 2866 40 2848 2838 2826 2787 2463 324 90 234 197 170 135 98 67 47 2438 1661 97 79
is_linear=0
shrinkage=0.1


Tree=966
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 2 0 1 2 0 0 1 0 0 2 0 2 1 1 1 1 1 0 0 0 2 0 1 2 2
split_gain=0.0786343 0.295618 0.492683 0.392979 0.713436 0.237061 0.397907 1.14019 0.616652 0.80538 0.472301 2.00583 1.17388 1.97722 0.662031 0.832257 0.542089 2.24005 0.391206 1.31218 1.27189 0.859591 0.554804 0.343238 0.828994 0.743235 1.42616 0.684409 0.260491 0.254769
threshold=42.243697547450004 42.027798546600003 0.48077901860000011 0.49194634890000005 0.40206880030000008 43.182896969600009 0.56579144335000009 0.42111014640000005 42.546237522150008 0.57299182660000014 0.50291907430000016 0.34900152690000003 0.52507409960000018 0.5380527529500001 43.067541470150012 0.48847339900000003 42.431220712750012 0.34626208795000007 0.34626208795000007 0.34527409360000011 0.34524415440000006 0.35585760905000008 0.47787491390000009 0.48104847160000008 0.48368312325000012 42.876019054300009 0.48265022005000008 0.34545372890000009 43.968221017800005 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=1 -1 -3 -4 -5 6 7 10 9 -8 11 14 -12 -14 16 -16 17 -2 19 20 22 -20 -7 27 25 26 -25 -18 -21 -23
right_child=5 2 3 4 -6 18 8 -9 -10 -11 12 -13 13 -15 15 -17 23 -19 21 28 -22 29 -24 24 -26 -27 -28 -29 -30 -31
leaf_value=0.00099773490104222164 -0.13227455906692231 -0.028104386634029227 0.057470553692116934 -0.024977251830347103 0.056739237934062575 0.0050865153005642885 0.11420606337264559 -0.07439816696488602 -0.021739936798365448 -0.0035910242122014326 0.055501370897872916 -0.12109327818865395 -0.12426367565823562 0.028905399900327023 -0.12777606671673192 0.0084734728122350025 0.0076761576194440424 0.05622189322258328 0.050621071417148458 -0.082102507868925839 0.085887923298953353 0.033794638903318346 -0.04703773144566864 -0.045186789368725618 -0.0090191223685673304 0.11132081494705921 0.105996576547104 -0.06111163266673883 -0.031246217300833393 -0.00054015206646080931
leaf_weight=171.89069616969277 1.3272190969110078 1.7694408822171661 3.1468506008386612 2.4237678081262857 1.9106044174041015 10.308266271174942 1.1678415685892098 2.6452537820441639 1.8490069965446307 1.1538643279127425 3.737661648541688 1.5989148247172114 1.2844875799492004 2.4507995508611202 0.94288747187329025 0.85471460223197937 6.7333837590813364 1.2009010463953016 4.4536845460534122 2.1878763870336106 1.7388092875480659 2.3970769471052362 2.5464637573459195 1.4128921702504147 4.2970981746912003 1.4526814967393873 1.1174566522240637 1.8421271278057245 1.8663117182441054 21.954262368359196
leaf_count=2539 41 33 10 26 35 214 5 39 69 44 30 34 48 12 57 4 92 4 27 24 5 26 19 9 31 13 57 36 27 1023
internal_value=0.00075969 0.0019349 0.0193488 0.0305723 0.0110436 -0.00175894 -0.0077509 -0.0114398 0.0213474 0.0556621 -0.00593495 -0.0130913 0.0158801 -0.0237663 -0.00493855 -0.0629928 0.000445264 -0.0427355 0.00292187 -0.00836291 0.00561865 0.0102274 -0.00523906 0.00692179 0.0214441 0.0543095 0.021579 -0.00710032 -0.0586912 0.00283967
internal_weight=265.663 181.141 9.25066 7.48122 4.33437 84.5219 37.0692 32.8985 4.17071 2.32171 30.2532 22.7803 7.47295 3.73529 21.1814 1.7976 19.3838 2.52812 47.4528 18.6477 14.5935 28.805 12.8547 16.8556 8.28013 3.98303 2.53035 8.57551 4.05419 24.3513
internal_count=4633 2643 104 71 61 1990 625 507 118 49 468 378 90 60 344 61 283 45 1365 289 238 1076 233 238 110 79 66 128 51 1049
is_linear=0
shrinkage=0.1


Tree=967
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 2 2 1 0 2 0 2 2 1 2 1 2 2 2 0 1 0 1 0 2 0 2 2 0
split_gain=0.0785715 0.395401 0.521334 0.310162 0.70437 0.970739 0.661741 1.0938 0.641597 0.854444 0.555672 0.380728 1.9602 0.358304 0.254591 0.254801 0.470448 0.411253 1.55198 0.729213 0.72932 1.21174 0.26197 0.246684 0.326277 0.241849 0.659979 0.201534 1.56168 1.05217
threshold=0.54504356155000011 0.54353163080000011 0.41917906650000009 0.43540612555000008 41.362929270750008 41.087689990200012 41.935569238650011 42.081757894750005 0.42209814075000007 0.55619592225000014 38.983591653800012 0.54695967185000016 38.751720283100006 49.960114208400007 0.43593006200000012 37.572218886150004 0.46280051495000007 39.476991512000005 40.00488309970001 39.354247760400007 0.56065686655000013 0.45218706025000005 0.56345618395000019 0.45420795785000007 0.57161462230000015 40.806664626150003 0.56685428580000019 43.276780833950006 42.654057868200006 0.55788748840000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 5 8 -6 -8 11 10 -10 -2 -13 -9 -5 16 -16 19 -19 20 -17 -22 -23 -24 -25 26 -11 28 -20 -29
right_child=3 2 -4 14 6 -7 7 13 9 25 -12 12 -14 -15 15 17 -18 18 27 -21 21 22 23 24 -26 -27 -28 29 -30 -31
leaf_value=0.00071832467393134248 0.035304846767718827 -0.0091953630147441571 0.047502738785523059 0.068867583306327806 -0.13519673477050564 0.066596586675039302 0.069685979671964174 -0.10593371006711071 -0.031118316219424437 -0.10803621232092252 -0.14142570975515559 0.058330272731798929 -0.12134846827833363 0.014665263703537221 -0.11923378203112996 0.077029263423871591 0.028995213784865605 -0.14621742731094603 0.0032214505693025893 0.10726891444584088 -0.13091119475656049 -0.036095545898569677 0.053395188830303579 0.027323380516404285 -0.1038758318583311 0.030612254384805273 0.039939423803751262 0.10681685086179159 -0.12190775692286973 0.00019129967832996807
leaf_weight=211.87410170425662 2.4952819242607784 2.671804492478258 4.1263260832056403 0.5649225188826702 0.81715133786201422 1.6627086773514737 0.73511478118598494 1.1428502774215301 0.78349610150326032 0.60940112295793392 1.0948078241199253 1.391234620678006 1.0773410499095915 0.31405533126962826 0.47482926405246217 1.2790008224546934 0.38995625347050122 0.7360968783486922 14.097593848029648 0.92942588994628739 0.68407949520042155 0.76780791953206096 1.6618794982787224 0.64345714077353466 0.26870547357430041 1.0610361248254774 0.5963578469818458 1.0597636119928191 1.073356049004359 7.3031593987398082
leaf_count=2847 11 23 33 7 14 6 5 80 28 31 17 27 23 28 79 6 246 56 363 7 17 7 8 12 94 4 12 11 67 464
internal_value=0.0006918 0.00148001 0.0252192 -0.00307854 -0.0156173 -0.00366794 -0.0583914 -0.0297595 -0.0164937 -0.0455366 -0.0954132 0.00775867 -0.0200855 -0.079937 0.00233245 0.00113423 -0.0523931 0.0026517 -0.00323314 0.025561 0.0112458 -0.00965301 0.0151686 0.0304602 -0.0113254 -0.00420792 -0.0348488 0.00123915 -0.00563153 0.0137031
internal_weight=264.387 218.672 6.79813 45.7149 13.7808 10.7717 3.00917 2.19202 9.10896 4.1451 1.8783 4.96386 2.46858 1.45691 31.934 31.3691 0.864786 30.5043 24.27 6.23436 5.30493 4.02593 3.34185 2.57404 0.912163 2.2668 1.20576 23.5339 15.1709 8.36292
internal_count=4633 2903 56 1730 286 159 127 113 153 92 45 61 50 108 1444 1437 325 1112 961 151 144 138 121 114 106 47 43 905 430 475
is_linear=0
shrinkage=0.1


Tree=968
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 2 2 2 0 0 0 2 1 1 1 2 2 2 1 2 0 0 0 0 0 1 2 2 0 0
split_gain=0.464542 0.902884 0.773138 0.781036 1.37383 0.883157 0.917463 1.52499 1.11999 0.785972 2.1187 1.32122 0.439631 0.425448 0.83822 0.378675 0.525247 1.28103 0.694019 1.16423 0.626202 1.23204 0.933693 0.744028 0.631467 1.28103 0.610806 0.605774 0.594946 0.610582
threshold=0.39078171310000004 0.53146612375000013 36.377496227400009 0.39431454150000006 0.39563186730000005 36.654713368950006 43.968221017800005 44.202975721700007 0.5132031975000001 0.52863686715000002 0.52769378160000013 42.546237522150008 0.39170982905000007 0.39019789825000006 0.38976377950000002 42.055256506450007 42.684965421050009 42.720329370750001 0.34708541665000009 42.527280425250005 0.51657136015000005 0.4995209724000001 0.53312775065000018 0.49194634890000005 0.47774018740000007 0.34494476210000008 43.321682097200004 48.109449608500007 0.48735067810000005 0.48119816770000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=13 2 -2 9 -5 -6 8 -8 -7 10 11 -4 -3 14 15 -1 18 -18 19 28 21 23 -22 24 25 -19 -23 -27 29 -17
right_child=1 12 3 4 5 6 7 -9 -10 -11 -12 -13 -14 -15 -16 16 17 20 -20 -21 22 26 -24 -25 -26 27 -28 -29 -30 -31
leaf_value=0.00020751615851773394 -0.0022018499625450698 0.0014574334429003715 -0.0024410437620990531 0.001077060725649822 0.0018056270877325324 0.00061106520847495154 0.0016348726147248352 -0.0020173447805696878 -0.0021625494765485313 -0.0025345106485001167 0.0024123296049752218 0.0010665646944620873 4.0496235296822181e-05 0.00061928442691857027 -0.0011380523537401462 -0.00020057668287685692 0.0016010433717202341 6.7495124817230909e-05 0.0002794012816897821 -0.0018681584125801324 -0.0019404745803130968 0.0017054067229229 0.00033536332890434412 -0.0011372611012465761 0.00028393419888112669 -0.0015758794708452164 0.00036399289201059272 0.00090947760076868134 0.00053452330923596341 -0.0014965270021111319
leaf_weight=120.20627277038238 0.94843131769448419 0.85023504495620628 1.5755182607099416 2.8555867730174196 0.53032021969556797 0.73246772272978011 1.1453208252787588 0.71331333966008958 2.3735605290858075 1.0552643178962169 0.69845034927129734 0.55948188563343126 85.60785573244334 7.0395651571452609 1.9882981171831478 5.1362725176368276 2.1698340363800517 12.026317656600439 5.9722980582155278 2.0907237623177926 1.4377066292800003 2.5186490789055815 1.3381690876558421 2.1059269998222581 20.914714786049444 3.1100822408479867 2.7085783901857212 0.42906104773282994 2.6625412479043007 1.9203226640820501
leaf_count=1160 26 3 63 14 2 24 11 172 122 22 4 19 1981 39 16 94 61 256 45 35 43 17 14 18 137 171 37 3 14 10
internal_value=9.05215e-05 -1.84646e-05 -0.000496362 -0.000364202 -2.61899e-05 -0.000599518 -0.000856433 0.000233211 -0.00150847 -0.00109004 -0.000552081 -0.00152187 5.44305e-05 0.000145993 0.00012834 0.000141823 2.31499e-05 0.000128354 -0.000265321 -0.000540789 5.9765e-05 0.000116984 -0.000843359 -4.03673e-06 6.1382e-05 -0.000237653 0.00101033 -0.00127457 -0.000255253 -0.000553246
internal_weight=295.421 99.6458 13.1877 12.2393 8.35057 5.49498 4.96466 1.85863 3.10603 3.88871 2.83345 2.135 86.4581 195.775 188.736 186.747 66.5412 48.759 17.7822 11.8099 46.5892 43.8133 2.77588 38.5861 36.4802 15.5655 5.22723 3.53914 9.71914 7.0566
internal_count=4633 2463 479 453 345 331 329 183 146 108 86 82 1984 2170 2131 2115 955 757 198 153 696 639 57 585 567 430 54 174 118 104
is_linear=0
shrinkage=0.00196078


Tree=969
num_leaves=31
num_cat=0
split_feature=1 0 2 1 1 1 0 2 2 2 2 0 0 1 1 2 2 0 2 1 1 2 1 0 2 2 1 1 1 0
split_gain=0.282134 0.73646 1.62272 0.699005 0.503913 1.02346 0.501941 0.670422 0.382774 0.365332 0.726038 0.606911 1.44738 0.705211 0.777164 0.720583 0.704983 0.995818 0.85302 0.626272 1.75477 1.38548 0.885407 1.67713 0.865401 1.6113 1.04723 1.09627 0.958353 0.823072
threshold=0.39078171310000004 0.52688542260000015 40.300545846000013 0.41284692075000012 0.39019789825000006 0.38906020780000011 0.52432561900000019 43.61821939175001 51.757767929250001 40.574766824850009 40.300545846000013 0.51657136015000005 0.52290350590000012 0.34569324270000007 0.34587287805000005 47.079243513300007 43.521589032450009 0.48634771415000005 43.157831852650006 0.34545372890000009 0.34542378970000004 40.94178426300001 0.34503457980000002 0.48032993025000009 41.873095646600007 42.081757894750005 0.34527409360000011 0.34524415440000006 0.34512439750000007 0.47787491390000009
decision_type=2 2 2 2 2 2 2 2 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 6 5 9 -4 -8 -3 10 -1 13 -13 19 -15 16 18 -18 -16 20 21 22 -11 29 -23 -26 27 28 -27 -24
right_child=1 8 3 -5 -6 -7 7 -9 -10 11 -12 12 -14 14 15 -17 17 -19 -20 -21 -22 24 23 -25 25 26 -28 -29 -30 -31
leaf_value=0.00017469238470372935 -0.0024684974658041991 5.2260349878787642e-05 0.0009104959185881786 -0.0020270780019079884 0.00064708801977112743 -0.00088625868377890102 -0.0021255349707240039 0.0014882684902141363 -0.0012666653368608183 -0.00041187011761084912 0.00081881005602743389 -0.0020912315171408295 0.00022815896344397134 0.00077778430626287466 6.6612151977689377e-05 0.0012108042631351005 -0.0019442390634796657 -2.5450987623308986e-05 0.00098543353786472538 -0.00045695749344756663 0.001777071375565948 0.00034753155986692646 0.0017083673482160976 -0.0065140236563336236 -0.0022522624202316118 0.0001024929385272905 -0.0011431037510422147 0.0015359362827448071 -0.0011230315117397222 -0.0026730903424092012
leaf_weight=56.551195163679949 1.4633137868950132 93.654926295661312 2.0389195159223172 0.55266858853428846 6.9905919916927806 3.8753962803166351 0.56737716239877034 0.30264903139322996 0.85369478739448723 1.3155871765084151 7.6365786121459669 1.6605156601290207 2.7434106342843734 9.4329981505870801 28.69524242792977 2.332346817944198 1.4872749438509334 3.4569384027272463 4.4929341517854473 11.360490541206671 2.1696876166388384 21.178666494495701 0.25078352144919314 0.32680171728134155 1.367692173836988 19.449054087503111 3.1032652438152573 1.8070227260468517 2.8073574928566805 0.48099662130698562
leaf_count=591 56 2112 33 90 39 32 52 6 114 15 77 30 39 105 248 24 86 31 34 100 24 156 57 3 35 348 51 8 32 5
internal_value=8.68223e-05 1.8251e-06 -0.000737395 -5.6134e-06 0.00013017 0.000110947 0.000378443 -0.00086843 4.03465e-05 0.000131938 0.000251325 6.80349e-05 -0.000646375 9.52712e-05 0.000270958 0.000152808 8.80967e-05 -0.000602644 0.000191 -3.83271e-05 4.93271e-05 -2.26419e-05 -0.00148598 -0.00282086 4.72433e-05 -0.000175635 -7.10886e-05 6.71605e-05 -5.20911e-05 -0.00117155
internal_weight=294.406 99.4335 4.92493 3.46161 194.973 187.982 2.90895 0.870026 94.5086 184.107 64.1878 119.919 4.40393 115.515 49.8977 40.4647 38.1324 4.94421 33.1882 65.6174 54.2569 52.0872 2.37417 1.05858 49.7131 28.5344 27.1667 24.0634 22.2564 0.73178
internal_count=4633 2463 237 181 2170 2131 91 58 2226 2099 668 1431 69 1362 528 423 399 117 282 834 734 710 80 65 630 474 439 388 380 62
is_linear=0
shrinkage=0.00196078


Tree=970
num_leaves=31
num_cat=0
split_feature=1 0 2 1 0 2 0 2 0 2 2 2 0 2 2 2 0 2 1 1 0 0 2 1 1 2 0 1 2 1
split_gain=0.341744 0.83897 1.5552 0.670584 0.511259 0.723584 0.474093 0.760774 2.09469 0.920087 0.516625 0.996358 1.80772 1.10591 0.712659 0.569943 0.460027 1.23958 1.02716 0.973998 0.433185 3.36946 1.01273 0.977945 0.669338 1.1447 0.809273 0.693887 0.621241 0.610474
threshold=0.39078171310000004 0.52688542260000015 40.300545846000013 0.41284692075000012 0.52432561900000019 43.61821939175001 0.48185683060000012 43.968221017800005 0.51017933595000009 43.735142172100005 41.976795488650005 42.686561923500008 0.47568935060000012 42.455548714850003 41.741384785950011 42.720329370750001 0.47880302985000006 43.477771593600004 0.3447651268000001 0.34542378970000004 0.48368312325000012 0.48458129995000004 42.546237522150008 0.3453339720000001 0.3465914194000001 41.444941515100005 0.49194634890000005 0.34575312120000007 40.806664626150003 0.35986946500000005
decision_type=2 2 2 2 2 2 2 2 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 -4 -6 10 9 -9 20 14 12 -12 -14 -1 -13 17 18 -17 -18 22 -22 23 -8 25 -23 28 -27 -26 -28
right_child=1 -3 3 -5 5 -7 7 8 -10 -11 11 15 13 -15 -16 16 19 -19 -20 -21 21 24 -24 -25 26 27 29 -29 -30 -31
leaf_value=0.00010631646549660772 -0.002434698900561711 6.66163694890504e-05 0.00083247366702290557 -0.002030188139143125 -0.0021168030855832423 0.0014455419318574662 0.00099463887800545713 0.00054180488441475118 -0.0022488047985795108 0.001414667779494533 0.00054497477252512432 0.0014059610155520478 -0.00064370427029977067 -0.0024122690690293056 0.0008167376677367242 -5.236795417086221e-05 -0.00031253977649599649 6.8411427687802416e-05 -0.0021865955970137851 0.00088840743097914714 -0.0017069428534811229 0.001442595427579064 0.0015404511965286664 -6.4948240102428339e-05 0.00028124401389532136 -0.00034103052609015921 0.00073323574348381655 0.0008366385598786479 -0.00089181754720275895 0.00018761541992704295
leaf_weight=47.530195454774002 1.4894164793076914 96.861144342551711 2.1393497860990474 0.56196372373960901 0.63366417633369554 0.33517231699079275 5.2449956983327892 2.6542021967470637 1.6942818640382027 2.7315296828746787 2.9650587908108701 1.1625406742095972 3.4351279051043093 2.249582152813673 6.128913294953235 1.5701298518524773 4.8328521678340604 14.494567000419918 1.9360267074225701 5.6106282398104668 3.4145338945090762 4.8616668172180635 3.1764409169554702 9.2636773362755758 2.9177280045114449 3.9847673028707504 9.5429307315498573 3.7186043560504913 4.2844937611371279 45.351832261309028
leaf_count=640 56 2226 33 90 52 6 20 26 62 15 56 4 50 40 62 49 26 309 98 31 38 42 63 39 20 27 84 14 29 326
internal_value=0.00011751 2.5578e-05 -0.000744841 -5.90647e-05 0.000297317 -0.000884398 0.000165667 0.000257126 -0.000545489 0.000292561 6.33369e-05 -0.00011076 -0.000696195 -0.00134357 0.00018746 6.02773e-05 5.27796e-06 -0.000184656 -0.00123084 0.000332654 0.000260554 0.00019779 0.000537648 0.000318101 0.000284899 0.00069762 0.000201387 0.000227459 -0.000416593 0.000282466
internal_weight=296.778 102.021 5.15957 3.67015 3.10819 0.968836 194.757 102.842 4.34848 98.4932 91.9156 38.2565 8.64977 5.68471 53.6591 29.6067 28.4442 18.0007 3.50616 10.4435 95.7617 78.0766 17.6851 14.5087 74.662 12.565 62.097 7.70337 7.20222 54.8948
internal_count=4633 2463 237 181 91 58 2170 805 88 717 1365 663 146 90 702 517 513 456 147 57 702 580 122 59 542 83 459 41 49 410
is_linear=0
shrinkage=0.00196078


Tree=971
num_leaves=31
num_cat=0
split_feature=1 0 2 0 2 0 2 0 0 2 0 2 0 0 1 1 1 2 1 2 1 1 1 1 0 0 2 1 0 1
split_gain=0.0767355 0.620355 1.33956 0.619639 0.849675 0.391266 0.380714 0.445717 0.824068 0.707252 0.366343 1.09771 1.07649 0.630704 0.526051 1.12217 0.40958 0.805182 0.381555 0.87101 0.411656 0.369257 0.350036 0.710505 0.331263 0.692307 0.606823 0.483962 1.18762 0.876951
threshold=0.39078171310000004 0.5261668812000001 40.300545846000013 0.52432561900000019 42.686561923500008 0.52366695610000014 37.232443001650005 0.52863686715000002 0.5296248615500001 35.119813570500007 0.52812790035000023 39.427119987250002 0.53017873715000008 0.5276039639500002 0.39431454150000006 0.39500314360000005 0.39591628995000006 42.081757894750005 0.39995808510000008 43.61821939175001 0.40115565405000009 0.41284692075000012 0.39019789825000006 0.38976377950000002 0.5380527529500001 0.53866650695000018 43.477771593600004 0.4172030777500001 0.53938504835000012 0.40437412050000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 -2 4 -4 -6 7 -3 -9 -10 11 -8 14 -13 -12 -16 17 -14 19 -18 -20 -17 23 -1 26 -26 -22 28 -27 -30
right_child=1 6 3 -5 5 -7 10 8 9 -11 12 13 16 -15 15 21 18 -19 20 -21 24 -23 -24 -25 25 27 -28 -29 29 -31
leaf_value=0.0018917446573127915 -0.13022722791039573 -0.11332544214734924 0.064626903904048363 -0.10920089364131268 -0.11083261770058689 0.062465397902711176 0.12136719867131401 0.11899112636168847 0.0082826057186293212 -0.092164677934870529 -0.12632388604125547 0.019665967735080489 0.1039320442738355 -0.11989680710103619 0.11830639576820207 -0.11256586888417019 -0.11039579688466981 -0.010379975033431551 0.044562981776896181 0.022004135424066065 -0.06921669326158944 0.014050867838458898 0.025161167272341689 -0.059876978538617447 0.046921106212605784 0.016933212810055494 0.016249719842422097 0.0029874144064075269 -0.013128081556954607 -0.1209301449692428
leaf_weight=167.65770959589418 1.1675521568395191 0.55717765493318383 1.4507549763657159 0.44192084215683269 0.53813795042879053 0.17189848630368942 1.0068867835216218 0.39430072903633151 1.6179183587053105 1.2368238288963764 0.89003091282211189 1.9476829492487016 1.1440434753894799 0.38837528635121987 0.384496510028839 0.85758845077361889 0.96406945725902815 1.3354717005859127 2.2267330819740883 1.0253187849884851 1.8024929091334336 0.31490300577570451 6.327241252642124 1.883130631642415 3.322127401828765 3.1007139459252349 1.5409682217868974 56.018046834733468 1.4042203686112773 1.6311790601175742
leaf_count=2115 48 14 14 55 68 18 8 1 255 144 22 56 5 74 1 54 33 35 11 24 22 25 39 16 16 11 23 1365 14 47
internal_value=0.000857216 -0.00153757 -0.0412313 -0.00130859 0.0207573 -0.0688775 0.000220777 -0.0306906 -0.0165195 -0.0352364 0.00166786 0.0340841 0.000277885 -0.00353668 -0.0649992 -0.0299438 0.00239314 0.0423634 0.00103618 -0.0421577 0.00224566 -0.0785597 0.00206752 0.00120566 0.000876439 0.00244422 -0.0298261 6.69421e-05 -0.0265947 -0.0710593
internal_weight=264.75 88.8818 3.77026 2.60271 2.16079 0.710036 85.1116 3.80622 3.24904 2.85474 81.3053 3.34295 77.9624 2.33606 2.44702 1.55699 75.5154 2.47952 73.0359 1.98939 71.0465 1.17249 175.868 169.541 68.8197 65.4763 3.34346 62.1542 6.13611 3.0354
internal_count=4633 2463 203 155 100 86 2260 414 400 399 1846 138 1708 130 102 80 1606 40 1566 57 1509 79 2170 2131 1498 1453 45 1437 72 61
is_linear=0
shrinkage=0.1


Tree=972
num_leaves=31
num_cat=0
split_feature=2 2 1 0 2 2 2 0 0 2 0 1 2 1 0 0 0 1 0 2 2 1 0 2 2 0 2 2 2 1
split_gain=0.0773019 0.191126 0.339418 0.463548 0.300413 0.137484 0.195842 0.234069 0.361975 0.116008 0.197192 0.324539 0.197131 0.372918 0.643857 0.989317 0.386906 0.299154 0.687801 0.316541 0.240984 0.23615 0.362214 0.363274 0.334006 0.350888 0.266822 0.227648 0.464244 0.56088
threshold=49.292797572200008 49.064150740050003 0.31118828780000007 0.39614083410000006 44.952171034750002 51.757767929250001 49.960114208400007 0.58035687555000015 0.66718062335000017 47.927946529500012 0.51809826055000008 0.44922307715000004 44.279556297950009 0.4172030777500001 0.47943175355000006 0.47774018740000007 0.54191491270000014 0.44618424600000006 0.60134427115000011 45.711398460000005 44.749265482150008 0.46636328255000009 0.58745247150000013 42.527280425250005 42.498713093000006 0.58887458460000019 40.767054867700004 43.895345911700005 43.930205408700004 0.40651477500000005
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 -1 6 -2 -8 -9 12 -11 -12 21 14 15 20 -16 -15 -19 -20 -14 27 -23 24 25 -24 -27 -4 -29 -30
right_child=5 -3 9 -5 -6 -7 7 8 -10 10 11 -13 13 17 16 -17 -18 18 19 -21 -22 22 23 -25 -26 26 -28 28 29 -31
leaf_value=-0.10286020758693371 -0.028504390195136328 0.036930227970820538 0.00090388954220019637 -0.096230758918215933 0.078963573117516034 -0.060276212923787431 0.052908881326572989 -0.10873437191008493 0.06479982120369758 0.026512875678306236 -0.032473959239402182 0.02586113135694687 -0.11171703084870147 0.048886202695557816 -0.087246375702524012 0.088292513396568018 0.01031738362949162 -0.072221569491355636 0.10273675257766977 -0.0037018513026187611 -0.021243724097759629 -0.10600574320771945 0.097229449867362636 -0.10305929714860931 0.11076260182605252 0.0073654586642092641 -0.10467922542501143 0.064939488403587653 -0.015617373230499122 0.051502735590024343
leaf_weight=0.12481002938920827 1.6789841455756684 1.4694301696727041 230.3740255084908 0.81140040537866298 0.33415171346860006 0.54064227953494981 0.88959003417403415 0.27621410269057378 0.21281043760245666 4.5980832166969758 1.9699000949040057 1.848703359137289 0.37821598118170952 1.3050930436875208 2.0062083651137077 0.89971984177827824 0.50974753274931561 1.0042657828889789 0.48279133602045454 0.6632308729167562 1.3286070545436812 0.5023534411952818 0.23336871640640289 0.33377892123280606 0.27976201847195614 0.49322491409921554 0.37347814735221618 1.6787213683128346 4.0065733883529902 1.8062551809707654
leaf_count=132 61 31 2744 60 13 160 29 42 22 30 33 37 14 33 163 5 22 30 10 45 98 75 4 133 2 332 149 7 35 82
internal_value=0.000765812 0.000967411 0.000762861 -0.0507996 0.0295184 -0.0137909 -0.0055714 0.0223582 -0.0332169 0.00101766 0.012564 -0.00423215 0.000626836 -0.014269 -0.0313937 0.00343781 -0.0674794 0.0111179 -0.0118051 0.0411381 -0.0412918 0.00115905 -0.0313346 -0.00944444 0.0132008 -0.0116104 -0.0409166 0.00146176 0.018617 0.00523926
internal_weight=263.414 259.816 258.346 1.27036 0.458962 3.59824 3.0576 1.37861 0.489025 257.076 8.41669 3.8186 248.659 8.57788 5.1225 2.60654 2.51596 3.45538 2.15029 1.14602 1.70682 240.082 2.21597 1.71361 1.37983 1.10007 0.866703 237.866 7.49155 5.81283
internal_count=4633 4319 4288 205 145 314 154 93 64 4083 100 70 3983 420 302 117 185 118 85 55 112 3563 695 620 487 485 481 2868 124 117
is_linear=0
shrinkage=0.1


Tree=973
num_leaves=31
num_cat=0
split_feature=1 2 1 2 1 1 0 2 0 1 1 2 2 2 2 2 2 1 1 2 0 2 1 0 1 0 2 1 0 0
split_gain=0.0788891 0.135175 0.0793222 0.248481 0.135129 0.086952 0.0874488 0.576244 0.377563 0.334314 0.296075 0.397758 0.50858 0.31572 0.761667 0.357486 1.00697 0.335625 0.299683 0.241764 0.246204 0.424511 0.187142 0.351751 0.448916 0.323366 1.09135 0.600962 0.317876 0.372722
threshold=0.50056884525000012 48.109449608500007 0.31060447290000009 49.247968080500009 0.30560462260000004 0.31100865245000009 0.47396784530000008 48.96897326980001 0.47500074850000013 0.34422622080000004 0.34422622080000004 42.123054668150012 42.283941020600004 40.767054867700004 39.525197829750006 38.983591653800012 38.110427674550003 0.33400197600000009 0.3584174126500001 48.823707093150006 0.43572048740000008 48.393869453650005 0.34458549145000011 0.47673722340000008 0.3447651268000001 0.47568935060000012 41.489621506400006 0.3447651268000001 0.47709649410000005 0.47721625100000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 3 4 -1 -4 7 10 -8 -10 13 -12 -13 14 15 16 17 -7 -14 20 21 -15 -11 25 -25 27 -27 -24 -26 -30
right_child=1 -3 5 -5 -6 6 8 -9 9 22 11 12 18 19 -16 -17 -18 -19 -20 -21 -22 -23 23 24 28 26 -28 -29 29 -31
leaf_value=-0.10106987627374722 -0.073388567800240764 -0.0043617036401338814 0.019381073684727503 -0.10496684247962668 0.025500527676828449 -0.042079795585362872 0.035967685508571615 -0.096757064345150356 -0.037167929570513986 0.021900985524201513 -0.11144593602975404 0.10362300818415766 0.020863372240193759 -0.028956259324679351 -0.092868592363423819 0.057494361023509646 -0.13541665656282634 0.031726226685550994 -0.11299030291240353 -0.017340270727737774 0.056900518295105507 0.046655907566298213 0.064195741056488967 -0.028015156116096254 0.03104790964771062 0.033867297326660037 -0.11832706974626178 -0.053414861903248879 -0.039436717558210398 0.0018175074983483412
leaf_weight=0.099555985256300938 0.38424561609917773 1.0841916254430541 2.5277153602801254 0.29100157646462321 0.55224853655818151 0.85531163710765667 3.0816851805429897 0.67940373532474119 2.3039809538167892 4.2513302764855316 0.55417734698767229 0.29756683856248856 0.302138058032142 1.408626035845373 1.0130728199146686 0.95203810743987549 0.55416684300871555 2.2032565444533248 0.37469466907350579 1.4736096262931822 1.9093115940340792 1.5701980404555795 0.81513966619968348 5.1342631243169299 3.6777252415195099 0.78366957418620575 1.1814928094390778 0.93031892739236355 2.2121253013610831 219.17132175149891
leaf_count=137 517 95 18 14 44 105 35 16 24 22 163 3 5 37 29 7 13 27 86 9 43 12 4 32 41 4 60 40 17 2974
internal_value=0.000689425 -0.0224239 0.000819385 -0.0281341 0.00616829 0.000924287 0.000743243 -0.00689994 0.00118724 0.000741504 -0.00236709 -0.043805 -0.00533505 0.00293803 -0.0144284 0.00298001 -0.0113858 0.0110868 -0.053238 0.0181646 0.0288681 0.0109004 0.00110825 0.000730331 0.00122268 -0.0298134 -0.0576348 0.00151 0.00188967 0.00140528
internal_weight=262.63 1.46844 261.161 0.942806 0.651805 260.218 257.691 14.1476 243.543 240.461 13.4682 1.52858 0.9744 11.9396 5.57785 4.56477 3.61274 3.05857 0.676833 6.36175 4.88814 2.97882 238.157 233.906 230.195 3.71062 1.96516 1.74546 225.061 221.383
internal_count=4633 612 4021 195 181 3826 3808 555 3253 3218 539 257 94 282 181 152 145 132 91 101 92 49 3194 3172 3064 108 64 44 3032 2991
is_linear=0
shrinkage=0.1


Tree=974
num_leaves=31
num_cat=0
split_feature=0 1 1 2 0 0 0 1 2 2 2 0 2 1 0 2 1 2 0 0 2 1 0 2 2 1 2 1 2 0
split_gain=0.329912 0.832696 0.955643 1.83882 0.586905 0.978232 0.621351 0.854173 0.90311 0.571785 1.12602 1.39684 1.12631 0.710319 1.98687 0.87605 1.14242 1.21602 0.705564 1.07855 0.554346 2.29595 1.17005 0.613297 1.85135 0.596509 0.552683 0.506276 0.493721 0.571133
threshold=0.50913146310000013 0.37644082515000005 0.36166581840000006 37.892416320650007 0.48588365620000007 0.48368312325000012 0.48185683060000012 0.34482500525000009 42.081757894750005 41.976795488650005 42.686561923500008 0.47568935060000012 42.455548714850003 0.34515433670000012 0.47976108500000009 40.300545846000013 0.34560342505000002 38.474425342400004 0.47943175355000006 0.47847369840000004 41.529896397300007 0.34587287805000005 0.48735067810000005 43.157831852650006 42.620627117000005 0.36994401365000007 40.986363433950011 0.34587287805000005 42.720329370750001 0.47880302985000006
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 -4 5 6 9 -8 26 13 11 -11 -13 14 18 16 -15 -18 19 -1 21 -6 -22 24 -24 -23 -9 -7 -12 -30
right_child=1 -3 3 -5 20 27 7 8 -10 10 28 12 -14 15 -16 -17 17 -19 -20 -21 22 25 23 -25 -26 -27 -28 -29 29 -31
leaf_value=0.00014992194571965704 0.00040963708490805543 5.2471871609481706e-05 0.00076746395663637756 -0.002316223028763107 0.0021622680048884054 -0.0010303102527931707 0.0014124756200163051 0.00046419134631821995 0.0011150042418054014 0.00046575612032583643 0.0013445386255820538 -0.00061459551038322506 -0.0024101136455759089 0.00034450740647090552 -0.0016762966969607878 0.00061733669018310925 0.00030340655724557606 -0.0027892907645014832 0.0010361991844979488 -0.0014122765346591903 -0.001165945038636958 0.00016282991907359348 0.00044978487708207369 0.00074784986285196889 -0.0012738869101063042 0.00094650519197502392 -0.00043235480846808667 1.1033867490397002e-05 -0.00022791399649251922 0.00036263313800164219
leaf_weight=19.099851443536874 1.8116769255138923 124.17509454603714 1.0833305586129429 2.3697593077085912 2.9323243871331242 4.4502919651567927 3.0171876996755627 4.8692127640824747 3.5865584388375273 2.4315898407221521 1.0959584116935754 3.4614756098017097 2.1949044736102223 4.3382929184090271 2.5728030875325194 19.972454941249453 0.86234808595327184 1.1283812902402131 2.9429485201835623 1.8650562507100392 2.4727921598823768 18.519869669340554 9.4565114220604318 6.6669382003019555 3.2086175298318258 4.6773812329629427 5.7835334539413452 3.0083623393438756 16.20430219747141 10.297536761790978
leaf_count=409 14 2587 7 70 23 40 10 22 66 56 4 50 40 27 16 152 43 19 14 30 25 150 59 78 31 35 25 18 456 57
internal_value=9.38034e-05 2.00893e-05 -0.000743688 -0.00134878 0.000153024 7.60094e-05 0.000124427 0.000464778 0.000263969 5.80383e-05 -0.000133674 -0.000777061 -0.00131133 0.000187654 -3.90394e-05 0.000415892 -0.000219808 -0.00144959 0.000137151 1.09474e-05 0.000334873 0.000527495 0.000104046 0.000266492 1.31053e-05 0.000320846 -2.25568e-05 -0.000610296 5.48812e-05 1.5486e-06
internal_weight=290.557 129.44 5.26477 3.45309 161.117 113.183 105.724 17.2565 14.2393 88.4679 35.6858 8.08797 5.65638 52.7821 26.4807 26.3015 6.32902 1.99073 23.9079 20.9649 47.9344 26.1296 21.8049 19.3321 12.6651 23.1973 10.6527 7.45865 27.5978 26.5018
internal_count=4633 2678 91 77 1955 1554 1496 123 113 1373 663 146 90 710 469 241 89 62 453 439 401 208 193 168 90 185 47 58 517 513
is_linear=0
shrinkage=0.00196078


Tree=975
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 1 1 0 0 2 1 1 0 2 1 2 1 0 2 0 0 0 2 0 1 2 1 1 2
split_gain=0.0774834 0.128254 0.159678 0.119319 0.175456 0.207693 0.117778 0.109002 0.217829 0.12537 0.194001 0.302053 0.0989164 0.652604 0.447692 0.317214 0.256831 0.515367 0.7073 0.884506 0.423998 0.689322 1.01522 0.954478 1.25944 1.11651 1.1655 0.661507 0.538996 0.411693
threshold=34.823977857500005 32.724174661450007 0.38045268105000002 0.31060447290000009 49.247968080500009 44.952171034750002 0.38512319990000005 0.38723391515000005 0.49877249185000011 0.5380527529500001 34.214889417600013 0.43121463430000007 0.35585760905000008 0.49820364660000011 42.388109226950007 0.35696536035000009 41.976795488650005 0.34608245260000009 0.48911709230000006 41.808689985400001 0.49194634890000005 0.48265022005000008 0.48149755995000004 42.686561923500008 0.48104847160000008 0.34479506600000004 42.455548714850003 0.34587287805000005 0.34569324270000007 43.895345911700005
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 8 -3 -9 11 -11 13 16 -15 -14 17 -5 19 -19 21 22 23 25 27 -18 -27 28 29 -25
right_child=3 7 6 12 -6 -7 -8 9 -10 10 -12 -13 15 14 -16 -17 20 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 -30 -31
leaf_value=-0.078448628104821116 -0.1021391237653172 0.0052936506949546108 0.10141448806519258 0.0024561962888368736 -0.10448128379043611 0.031692672308456425 -0.022952021980284523 -0.034378757078112457 0.0852936384658603 -0.11179633401783853 0.081749315928044158 0.055518231467792438 -0.05226505952136469 0.10208543907651468 0.015767573665156107 -0.00076818654938254328 0.030564321317279999 0.084948404368318381 -0.016733851364854554 0.0053277022696841805 -0.036428406659150606 0.017536995422796003 -0.085506481550329069 -0.021404730661173647 0.075625187376695449 -0.023335181051137046 -0.12143184670160799 -0.060785465394744165 0.057201567603286797 0.01011411611960409
leaf_weight=0.29438718713390644 0.16151272978913667 0.68145370695856422 0.12094061449170113 62.415943129322841 0.26488131424412131 0.41113369929371402 0.2056000184851996 0.50263950461521723 0.67998110223561525 0.18835698231123388 0.37700126081654162 0.25259619683987466 1.206817170837893 1.0771702416241162 1.3588734343647955 135.48866563778438 1.7684467420913339 3.063431363698327 2.3402239978313446 2.5621901135891676 3.7094931639730921 13.614132795482872 1.660352125763892 7.0126751082716643 2.2542578543070695 3.0988172247307375 1.9882790273986755 1.8132287821208581 1.6416607708670188 10.131058583676348
leaf_count=88 154 40 3 583 14 25 150 8 9 11 30 47 13 27 16 2769 20 59 16 13 22 131 11 110 16 50 42 31 15 110
internal_value=0.000694357 0.0159139 -0.0250401 0.000500298 -0.0371832 -0.00605407 0.0231095 0.0253953 0.0452504 0.00492623 0.0290795 -0.0159516 0.00062253 0.0026985 0.0539356 -0.00122283 0.00165028 0.0055132 0.0294662 0.0486851 -0.00393332 -0.00125363 -0.00940881 -0.00515584 0.00466149 -0.0378818 -0.061676 -0.00310458 0.00246297 -0.00277872
internal_weight=262.346 3.30296 0.620928 259.043 0.837528 0.572646 0.326541 2.68203 1.36143 1.32059 0.817954 0.440953 258.206 121.51 2.43604 136.695 119.074 70.3818 7.96585 5.62562 48.6924 44.9829 31.3688 29.7084 22.8529 6.85554 5.0871 20.5986 18.7854 17.1437
internal_count=4633 386 241 4247 193 179 153 145 49 96 88 58 4054 1272 43 2782 1229 671 88 72 558 536 405 394 282 112 92 266 235 220
is_linear=0
shrinkage=0.1


Tree=976
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 1 0 0 0 0 1 2 1 1 1 1 0 2 1 2 2 2 0 0 0 0 1 0 1 0
split_gain=0.284744 0.524993 0.746488 0.407284 0.953817 0.37277 1.9132 0.814987 0.707402 0.824741 0.62552 0.507414 1.54185 1.62112 1.50974 0.975325 2.24906 0.721515 0.886582 0.64131 1.00444 0.677344 0.51633 2.22644 0.75181 0.56856 1.10062 1.48901 1.01525 0.77478
threshold=42.243697547450004 42.027798546600003 0.48077901860000011 0.49194634890000005 0.5380527529500001 0.3584174126500001 0.49194634890000005 0.48735067810000005 0.48588365620000007 0.48368312325000012 0.36476452800000009 41.184662530950007 0.41917906650000009 0.42926858475000007 0.40115565405000009 0.39431454150000006 0.5054040298000001 41.835830569250014 0.46280051495000007 41.087689990200012 40.94178426300001 40.858951393400005 0.52401125715000008 0.52769378160000013 0.52812790035000023 0.52252926560000013 0.38906020780000011 0.5195503128500002 0.39019789825000006 0.50913146310000013
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 -4 -5 6 7 8 9 -1 -7 19 14 -14 15 16 -13 18 -15 20 21 22 25 -24 -25 26 27 29 -28 -12
right_child=-2 2 3 4 -6 10 -8 -9 -10 -11 11 12 13 17 -16 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 28 -29 -30 -31
leaf_value=0.00019365128402065398 3.9193719276009526e-07 -0.00050847770494129036 0.0013396765630714553 -0.00054765380741353094 0.0011770267580330051 -0.00072398137993557297 0.0017041573482082504 -0.00080351949727372539 0.00094506559082533097 -0.00070236414037454047 0.00038299979907031634 0.00025036415000381112 0.0014914472781517238 -0.0015739028662223734 -0.0028911425567645917 0.00059207964697311486 -0.0037205039808866605 0.00094103250750536462 0.00084484138413545471 0.00094867816299052505 -0.0012636349779884635 0.0010571560511911148 -0.0019051961745045704 0.0015562752994421891 2.7360654709343644e-06 0.00075147047363340828 -0.001692244193741403 0.00149783782286767 0.00013000311344337279 -0.00042840544295659922
leaf_weight=69.029785925520628 92.406025600887006 2.0339159563700369 3.3984129130840284 2.1042873696424067 2.9769569011114072 4.0454832530231206 3.15586860384792 3.3188944961875668 4.479508824646472 4.189223237335681 13.126732286065826 1.3643256127834305 2.6881760396063328 2.2609950770856817 1.350203381385654 1.7760086809284983 0.91696414258331049 1.0398832375358322 0.78489935976176628 3.3877622932595832 2.0904360864369655 2.8192971148819188 2.3681496921926728 1.2302308753132809 45.196117198390652 7.215711072087287 2.2252545654773703 3.4510453641414633 2.4917637542821467 6.9040433736518017
leaf_count=735 1990 33 10 24 37 56 46 31 36 29 76 16 22 29 17 20 39 34 68 24 30 30 67 6 951 38 21 17 36 65
internal_value=9.06499e-05 0.000131651 0.000558336 0.000814221 0.000462788 0.000108396 0.000206361 0.000148017 0.000188662 0.000142386 3.25588e-05 6.17939e-05 -0.000314389 0.000308884 -0.00109516 -0.000497487 -0.00134573 -0.000469166 -0.000950614 0.000111331 7.94996e-05 0.000111762 8.01104e-05 -5.06933e-05 4.39026e-05 0.000260333 0.000134657 0.000308277 -0.000729643 0.000103331
internal_weight=295.826 203.42 10.5136 8.47966 5.08124 192.907 84.1733 81.0174 77.6985 73.219 108.733 104.688 12.1815 6.77395 5.4075 4.0573 2.28129 4.08578 3.04589 92.5065 89.1188 87.0283 84.209 48.7945 46.4263 35.4146 28.1988 23.4818 4.71702 20.0308
internal_count=4633 2643 104 71 61 2539 877 831 800 764 1662 1606 245 153 92 75 55 131 97 1361 1337 1307 1277 1024 957 253 215 158 57 141
is_linear=0
shrinkage=0.00196078


Tree=977
num_leaves=31
num_cat=0
split_feature=2 2 1 1 2 2 1 2 2 0 0 0 2 2 1 1 0 0 0 2 1 0 2 2 0 2 2 2 0 1
split_gain=0.0718477 0.187226 0.312954 0.443051 0.117341 0.129781 0.133401 0.114464 0.181242 0.199539 0.324444 0.117642 0.0961319 0.169954 0.262799 0.206424 0.22317 0.420139 0.173894 0.166244 0.396156 0.114089 0.592298 0.282195 0.352909 0.561565 0.421319 0.300231 0.148371 0.330959
threshold=49.292797572200008 49.064150740050003 0.31118828780000007 0.31060447290000009 48.823707093150006 45.044778924400006 0.30560462260000004 51.757767929250001 49.960114208400007 0.58035687555000015 0.66718062335000017 0.61400856260000014 47.927946529500012 46.095286511800005 0.37447980600000008 0.45824975300000009 0.54191491270000014 0.51484985480000012 0.60861950240000018 48.553014326500012 0.39078171310000004 0.43572048740000008 41.675153845500006 41.529896397300007 0.41160444300000004 39.571921479100006 39.476991512000005 35.771221912400001 0.44825005235000009 0.33894194785000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 5 6 -1 8 -2 -10 -11 -9 13 21 -15 16 17 -16 -17 20 -14 22 23 24 -4 26 27 -26 -23 -30
right_child=7 -3 12 -5 -6 -7 -8 11 9 10 -12 -13 19 14 15 18 -18 -19 -20 -21 -22 28 -24 -25 25 -27 -28 -29 29 -31
leaf_value=-0.10103271755899049 -0.027975199924592898 0.0373413279789011 0.074087699306317603 -0.11565472467572993 0.10126549223712972 -0.10227328995106236 0.043833166386544747 -0.10172790931581983 0.049178222206691297 -0.1079046471925092 0.06053276856788057 -0.0074561609907268615 0.072819003399769669 -0.11010940954867934 0.041032440953986789 -0.12208747811048526 0.033593740532308784 -0.10736602977494346 -0.0051015961495841644 0.0019750578472696747 -0.0051862423038499805 0.037913514999670647 -0.10835376969282216 0.10946484311103054 0.02613211384729457 -0.13022328166325034 0.10589654028569849 -0.10925316861726436 -0.052542692044409825 0.0011668900981082258
leaf_weight=0.079406892323759193 1.6636084883066358 1.4021244757459488 0.40702904350655433 0.55560630495892838 0.10883448645472527 0.12386990408413112 0.31864747226063628 0.27463003933371499 0.88497441826621048 0.25346560848993249 0.2083659132476896 0.25554909216589294 1.2574550397694095 0.31707229057792519 0.3592103719711307 0.27974547073245037 1.0229507394251411 0.40687819925369695 0.23280337735195644 5.7321013584733009 1.3500566622242329 1.0884940910109424 0.58720898195679172 0.23220424354076374 0.35950146186814869 0.40857806167332456 0.30915054678916931 0.30089632933959365 1.1527890225406725 240.14581723640762
leaf_count=134 61 31 61 24 3 19 25 136 29 42 22 24 10 30 9 10 27 31 37 53 37 38 45 1 21 70 2 65 56 3480
internal_value=0.000705019 0.00089878 0.000700065 -0.050542 0.00681279 -0.012883 0.0149342 -0.0134436 -0.00589801 0.0213723 -0.0319102 -0.0562884 0.000937579 0.000581911 -0.0247587 -0.0130006 0.00302907 -0.0377836 -0.0689516 0.0114977 0.0324313 0.000852771 -0.0199649 0.00576313 -0.00772588 -0.0318895 0.00954942 -0.0355533 0.00107647 0.000910296
internal_weight=262.079 258.538 257.136 1.18637 0.630759 0.521924 0.398054 3.54059 3.01041 1.34681 0.461832 0.530179 255.95 247.61 2.61866 2.30159 1.78904 0.766089 0.512549 8.33961 2.60751 244.992 2.60457 2.01736 1.78516 1.37813 0.969548 0.660398 242.387 241.299
internal_count=4633 4319 4288 205 181 178 159 314 154 93 64 160 4083 3983 144 114 67 40 47 100 47 3839 265 220 219 158 88 86 3574 3536
is_linear=0
shrinkage=0.1


Tree=978
num_leaves=31
num_cat=0
split_feature=0 0 1 1 0 1 0 2 1 1 2 0 1 2 2 0 2 1 1 2 1 1 0 1 0 2 0 2 2 0
split_gain=0.0713237 0.34355 0.440046 0.286317 0.825103 0.442854 0.545975 0.805125 0.317369 0.530369 0.807942 1.48838 0.316502 0.229578 0.447512 0.299405 0.230457 0.96422 0.678311 0.658954 0.667163 1.09093 0.740023 0.556024 0.327276 0.327534 0.278335 0.311741 0.948877 0.522682
threshold=0.54504356155000011 0.54353163080000011 0.41917906650000009 0.42802610700000004 0.55688452445000014 0.4289991317500001 0.5541600551000001 41.16018805045001 0.42307116555000007 0.41997245590000004 38.110427674550003 0.54585192060000021 0.40115565405000009 38.396531328800009 37.995872310650007 0.55980359870000018 41.243661560350013 0.44618424600000006 0.4373072662500001 40.722669576350008 0.46280051495000007 0.46636328255000009 0.56685428580000019 0.44720217960000008 0.5619592227500001 41.772405911750006 0.61797550970000004 47.309807198350008 43.321682097200004 0.60134427115000011
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 7 -7 9 10 -2 -12 -6 14 -8 -15 19 18 -18 20 22 -22 -17 -21 -19 -26 27 28 -27 -30
right_child=3 2 -4 5 12 6 13 -9 -10 -11 11 -13 -14 15 -16 16 17 24 -20 23 21 -23 -24 -25 25 26 -28 -29 29 -31
leaf_value=0.00067284281497512167 0.03295157199283557 -0.008162690729580464 0.044433429938968566 0.10646709613128438 -0.0075372716362398888 -0.096136047938673641 -0.0062052378458710665 0.011844360534822887 -0.041511353018408463 0.036151963954754361 0.059679366441514253 -0.12345343720845503 -0.11812134534254569 0.032488679998136746 -0.11746559027871679 -0.074606579690018923 -0.021171199352792738 0.11287063914326659 -0.11305329302895058 0.072798096626299325 0.10788451750525743 -0.10483026595810514 0.0042741570306338451 -0.0089864042130625831 -0.10492061307767925 0.029602550453175214 -0.020743412563995839 0.049381085537831805 -0.1119413194769549 0.011714802602445876
leaf_weight=210.08457770928723 1.5406770647969081 2.623003775428514 4.0418931506574154 0.39534441567957301 0.34654680726816778 1.3932385166990564 2.1772206151750058 1.3690339265158398 1.9722039594489613 2.8892431212589145 0.66097706928849254 1.3506397772725902 1.0223503312445243 3.790545990108515 0.43349112161740766 1.7282051001675443 2.6287453235127027 0.29699167609214683 1.1571393272606654 2.6105399988591675 1.0314750266261397 0.31465126111652342 3.8142851876909845 1.2196762491785191 0.25771561155670397 4.2105918977395032 2.3851786184368393 2.2852080260490766 0.88803036324679829 0.55575023955316283
leaf_count=2847 21 23 33 3 25 26 380 15 15 21 4 58 56 36 40 33 26 1 41 21 8 118 70 51 62 96 275 129 86 13
internal_value=0.000631714 0.00138196 0.023734 -0.0030041 -0.0181257 0.00122933 2.50474e-05 -0.0426189 -0.00641139 0.00433516 -0.0215429 -0.0632797 -0.0901261 0.00373097 -0.0246793 0.00627327 0.0023586 -0.00578734 -0.0492546 0.0135037 -0.00498466 0.0581633 -0.0203217 0.046755 0.00933858 0.006433 0.00921249 0.0182117 0.00561468 -0.0643427
internal_weight=261.475 216.749 6.6649 44.7257 9.78264 34.9431 34.5477 2.76227 8.41374 6.44154 3.55229 2.01162 1.3689 31.7854 2.61071 29.1747 25.3842 14.6654 3.78588 10.7188 6.88862 1.34613 5.54249 3.83022 10.8795 10.5825 10.3248 7.93958 5.65437 1.44378
internal_count=4633 2903 56 1730 200 1530 1527 41 119 104 83 62 81 1486 420 1066 1030 729 67 301 229 126 103 72 662 661 599 324 195 99
is_linear=0
shrinkage=0.1


Tree=979
num_leaves=31
num_cat=0
split_feature=0 0 1 1 2 2 0 2 0 1 2 2 0 2 0 1 1 1 0 1 1 1 2 0 0 0 1 1 0 0
split_gain=0.0687866 0.734816 0.509032 0.522631 0.407598 1.27048 1.14451 0.895812 0.538609 0.963989 0.706396 0.947623 1.36159 1.33695 0.418451 0.35088 0.735337 0.32178 0.28482 0.27744 1.17966 0.809742 1.34676 0.868878 0.475283 0.440639 1.55926 0.399795 0.927276 0.73391
threshold=0.52324780695000006 0.52290350590000012 0.38045268105000002 0.38512319990000005 38.238138001450004 38.324118171300007 0.52366695610000014 37.995872310650007 0.52432561900000019 0.39995808510000008 48.823707093150006 41.404176814550006 0.53447501570000011 39.955516828000007 0.52863686715000002 0.42307116555000007 0.43121463430000007 0.39431454150000006 0.5641597557000001 0.38906020780000011 0.39019789825000006 0.39048232090000007 39.117456157700005 0.52252926560000013 0.5116313883000001 0.5195503128500002 0.38334181610000007 0.37820723930000005 0.51017933595000009 0.50291907430000016
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 -2 -4 6 -6 -5 14 -7 10 11 13 -13 17 -8 -16 -17 -10 -18 25 -21 -22 -23 24 -24 26 27 28 29 -1
right_child=2 -3 3 4 5 8 7 -9 9 -11 -12 12 -14 -15 15 16 18 -19 -20 20 21 22 23 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00059190880267213897 -0.062565952553443924 0.062694244725438872 0.062285333480405047 -0.15763570670804913 0.11210481548112308 0.059033613435140769 -0.046372335279561368 -0.11823956144261988 -0.12087260175718517 0.0023206589573004032 0.062317894940327981 -0.12787961985173613 -0.014550810220606959 0.047547926873005422 0.021334301989249509 -0.1387207521485028 0.028966492889653597 -0.029063662574437987 -0.0453675783186476 -0.069708201212951335 0.07316556471704018 -0.11233285603592434 -0.10708228388700808 0.10842825894712288 0.014585074554798714 0.035966528447446924 -0.094100604761707354 0.030605499739096043 -0.052127539790654924 0.029679543701294015
leaf_weight=136.76676614404963 1.3513250227551896 1.956169454344489 1.2971029533073295 0.57010430097579856 1.0139498551143322 1.4865475299593516 1.8810681893955878 0.73918846041669972 0.7720978283323332 66.444582191981681 0.70889103005174536 2.2270645721582696 2.0232756561599672 2.0950931394472718 5.1647187149501406 0.45768631147802841 1.3540804989752362 0.75512507185339928 0.83228981084502596 2.7737437174655488 1.496974596288055 1.0071104408707472 0.43251074868021566 0.82775670289993275 1.2461530805412619 3.7186555982625569 1.7004073318094004 4.795980919210705 3.1824055425240649 9.2615175009705109
leaf_count=1811 27 18 8 5 10 33 37 45 11 1461 33 180 38 37 75 34 20 30 352 26 7 24 55 5 19 33 24 33 45 97
internal_value=0.00056682 0.00176015 -0.0016473 -0.000730823 -0.00165415 0.000901696 -0.0196689 -0.0121269 -0.000571974 -0.00175298 -0.0332941 -0.0419034 -0.0739321 -0.00432178 -0.0040321 0.0061673 -0.0234589 -0.0754783 0.000669598 0.00104729 -0.0173869 0.0115774 -0.0146628 0.0245822 -0.0167627 0.00194737 0.00113491 0.00218642 0.00127297 0.00243673
internal_weight=260.34 169.166 91.1742 89.8229 88.5258 77.5266 10.9991 10.429 76.5127 75.0261 8.58155 7.87266 4.25034 3.62232 9.68984 7.80878 2.64406 1.52722 2.18637 167.21 7.78425 5.01051 3.51353 2.50642 1.67866 159.426 155.707 154.007 149.211 146.028
internal_count=4633 2197 2436 2409 2401 1833 568 563 1823 1790 329 296 218 78 518 481 406 41 372 2179 136 110 103 79 74 2043 2010 1986 1953 1908
is_linear=0
shrinkage=0.1


Tree=980
num_leaves=31
num_cat=0
split_feature=0 0 1 1 1 2 2 0 2 2 2 0 0 0 1 1 1 1 0 1 1 2 2 2 2 0 2 0 1 1
split_gain=0.262501 0.917248 0.873469 0.942383 0.790879 1.00204 0.563491 1.41913 1.43981 1.06208 0.774471 0.608207 1.17618 0.700858 0.652743 1.21009 0.533561 0.978787 1.70532 0.999601 0.851247 1.01912 0.969709 0.908085 1.17078 0.796047 0.464775 0.436665 0.42905 1.15078
threshold=0.52324780695000006 0.52252926560000013 0.38906020780000011 0.39019789825000006 0.39048232090000007 40.300545846000013 38.238138001450004 0.52863686715000002 36.016191615950007 37.995872310650007 38.474425342400004 0.5296248615500001 0.54191491270000014 0.54284302865000023 0.40437412050000004 0.43121463430000007 0.39995808510000008 0.38976377950000002 0.52507409960000018 0.39150025445000008 0.39563186730000005 41.404176814550006 47.74983977685001 43.61821939175001 43.663128814500006 0.52537349185000015 49.960114208400007 0.5641597557000001 0.40437412050000004 0.41625999220000004
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -2 11 -8 -9 -13 -14 -15 -16 17 18 -12 -19 21 -21 25 -22 -25 -23 -26 -17 -18 -30
right_child=6 -3 3 4 5 -7 10 9 -10 -11 16 12 13 14 15 27 28 19 -20 20 23 22 -24 24 26 -27 -28 -29 29 -31
leaf_value=0.0001355443958470598 0.00013963337152879889 0.00094478593873474192 -0.0016279271007753953 0.0012537276175817156 -0.0027634161178751982 0.00011710820462342116 0.00087717207951788312 0.0012265506219698093 -0.0027206359452785168 -0.0022979100203366024 0.0019671146313730435 -0.0015551548680583463 0.001692358603398578 0.00083447839833293775 -0.0024812847378320796 0.00077870847363751584 0.00049167242369884832 -0.0024437966535511895 -0.00069507670007385673 0.0010795295509363949 -0.002130528745592733 0.00032471832850561859 0.00095099326035554585 0.0022695948181277225 -0.0021665514145435437 -0.0022726817018986611 0.000547359121454803 -0.00077338033842205454 -0.0011605483836458071 9.5255758787988058e-05
leaf_weight=178.17865163367424 1.1166603919118636 5.218471290980232 2.2567674946039906 1.2426212765276434 0.64393162069609422 1.6644234975683501 4.3339102484133027 1.6182420402765245 1.7170723746530709 0.74750191171915581 1.7077316277136554 1.6839885050430874 1.117955934256315 2.2605383656919003 0.90029383730143342 1.6556858881958763 9.130443021305835 1.070729310158639 2.0185796821024269 2.1997855026274902 1.8452030909247699 0.67153217038139779 0.96397714701015491 0.53072624653577793 0.73938543908297993 1.3981895875185726 0.36109627177938819 1.203466690103596 2.9417036729282691 60.586315780306904
leaf_count=2041 13 35 22 6 25 68 35 7 35 41 10 39 4 10 54 19 52 14 35 24 83 7 26 2 101 58 8 352 83 1324
internal_value=9.05783e-05 0.000134145 0.000111153 -0.000637163 -7.49787e-06 -0.000686434 1.17124e-05 -0.00035405 -0.00159352 -4.01042e-05 6.83814e-05 0.000121552 -8.11428e-05 0.000266607 1.83459e-06 -0.00049883 2.77012e-05 -0.000330165 0.000524979 -0.000655965 -0.000436182 6.34163e-05 -0.000673384 -0.00118829 -0.000122445 -0.00142994 -0.00127605 0.000125407 9.42271e-05 3.7105e-05
internal_weight=293.726 189.205 183.986 5.80774 3.55098 2.30836 104.521 14.0214 2.83373 11.1877 90.4993 10.4402 8.82193 7.13794 6.01998 3.75945 86.1654 13.5069 3.72631 9.78062 8.7099 5.23348 3.0337 3.47641 1.63121 2.06972 1.10048 2.85915 72.6585 63.528
internal_count=4633 2197 2162 121 99 93 2436 574 48 526 1862 485 478 439 435 425 1827 368 45 323 309 115 91 194 111 65 109 371 1459 1407
is_linear=0
shrinkage=0.00196078


Tree=981
num_leaves=31
num_cat=0
split_feature=2 0 1 1 0 1 1 1 0 1 1 1 0 2 2 2 1 2 0 2 0 2 2 0 0 2 2 1 1 0
split_gain=0.0844696 0.13035 0.333057 0.317655 0.346848 0.240994 0.214014 0.276831 0.221851 0.14897 0.114998 0.227928 0.11333 0.0826331 0.967174 0.543901 0.532076 0.374853 0.557164 0.480068 0.326922 0.486441 1.07137 0.756521 0.479452 0.295938 0.386006 0.869345 1.17364 1.46994
threshold=34.823977857500005 0.49405706415000006 0.34007963835000005 0.36551300860000008 0.5116313883000001 0.38045268105000002 0.38512319990000005 0.38906020780000011 0.54413041525000005 0.33894194785000004 0.43540612555000008 0.43643902880000007 0.41973294215000007 40.300545846000013 40.467253020850002 40.21994457600001 0.4172030777500001 40.767054867700004 0.54504356155000011 40.636252116050009 0.48458129995000004 40.574766824850009 40.722669576350008 0.48320409570000006 0.48185683060000012 40.165165956550005 40.003678352300007 0.34569324270000007 0.38045268105000002 0.53998383280000006
decision_type=2 2 2 2 2 2 2 2 2 2 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 -7 -8 -9 12 -10 -12 -1 15 16 25 -15 18 20 -20 21 -16 23 24 -23 26 -2 -28 -29 -30
right_child=13 3 -4 4 5 6 7 8 10 -11 11 -13 -14 14 17 -17 -18 -19 19 -21 -22 22 -24 -25 -26 -27 27 28 29 -31
leaf_value=-0.10360706500273785 0.00048932132807946141 0.10383365573921502 -0.10777067080752845 -0.11242409585249842 -0.11114675249332609 0.10200495885466043 -0.11449327701237735 0.05948071666418684 -0.10465334294933176 0.10077811524195567 0.10115057828376116 -0.1032053695302915 0.030525784122385664 0.053888001054654244 0.0079765936338091169 -0.043225959989555689 -0.0021373180972622235 0.001311179785994143 -0.017883439515493701 -0.10720709910647806 0.018282734360449384 -0.14572168098360988 0.014962950126406339 -0.23698274221351157 -0.0011611510281052235 0.042056558281515811 0.02596053800243512 -0.14749602971844306 0.044260845766624257 -0.097990137343087189
leaf_weight=0.094976542846779366 76.871062352235185 0.44802856538444791 0.27384721925318445 0.20527059980668161 0.12212668079882849 0.36668478325009335 0.1453698445111512 0.84965473646298029 0.14078200364019722 0.1852689990773797 0.12364914547652006 0.097705861079134593 0.18703665304929018 5.3220502269687122 2.6600287314504367 3.1033881286348324 2.4874083140093717 149.97088677143029 1.2674682118231424 1.1454467286348515 3.3837377773597836 0.42674699297640473 1.1891548028215766 0.37162227183580399 0.49618904292583466 1.5956973970114621 2.1091992899309835 0.99464221057132851 1.5659447875223125 1.3549777598218495
leaf_count=57 1055 8 43 6 4 7 3 11 29 11 2 197 8 42 37 34 29 2795 19 22 31 65 7 3 2 17 13 10 13 53
internal_value=0.000584624 0.016629 -0.0202022 0.0275508 0.0108893 0.0246017 0.0342188 0.015904 0.0315468 0.0311167 -0.0339924 0.0109481 -0.0146475 0.000381787 0.00167552 -0.00211013 0.0360432 7.56187e-06 -0.0178624 -0.0602867 -0.00585815 -0.0217389 -0.0535639 -0.116511 -0.068003 -0.000599942 -0.00142106 -0.0257959 -0.0536756 -0.0217275
internal_weight=259.556 3.2404 0.741129 2.49927 2.05124 1.84597 1.72385 1.35716 1.21179 0.467282 0.362137 0.221355 0.282013 256.316 168.721 87.5949 7.80946 160.911 10.9404 2.41291 8.52748 5.14374 2.48371 1.29456 0.922936 84.4915 82.8958 6.02476 3.91556 2.92092
internal_count=4633 386 119 267 259 253 249 242 239 76 228 199 65 4247 3052 1195 71 2981 186 41 145 114 77 70 67 1161 1144 89 76 66
is_linear=0
shrinkage=0.1


Tree=982
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 0 2 0 2 0 2 2 0 2 1 0 0 2 2 1 1 1 0 2 1 2 0 1 0 0
split_gain=0.0758876 0.145266 0.115256 0.569891 0.473191 0.19742 0.137174 0.127392 0.671403 0.291782 0.339866 0.528256 0.370076 0.108809 0.143612 0.358009 0.291142 0.108268 0.126797 0.196679 0.133867 0.113198 0.613732 0.327462 0.289702 0.594121 1.55127 0.574288 0.605971 2.25643
threshold=49.292797572200008 49.064150740050003 0.39614083410000006 0.39587138110000003 0.39672464895000009 0.3733870243500001 48.823707093150006 0.43572048740000008 41.675153845500006 0.41160444300000004 41.529896397300007 39.571921479100006 0.41973294215000007 51.757767929250001 0.48522499325000007 0.58035687555000015 0.66718062335000017 34.823977857500005 32.724174661450007 0.38045268105000002 0.38723391515000005 0.35585760905000008 0.49820364660000011 44.131787411600008 0.36880632320000012 43.276780833950006 0.47820424540000012 0.37227927305000003 0.5132031975000001 0.50452082270000009
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 7 8 9 -6 11 12 -11 14 -2 -16 -17 18 19 -9 -20 22 23 -19 25 -23 -27 -26 29 -29
right_child=13 -3 4 -5 6 -7 -8 17 -10 10 -12 -13 -14 -15 15 16 -18 21 20 -21 -22 24 -24 -25 27 26 -28 28 -30 -31
leaf_value=0.017075070759114557 -0.020313064002557391 0.032823109227078838 -0.05274996711207889 0.10703923048398821 0.091171837217722151 -0.11047266668207344 0.019445410008148731 -0.10704434898451608 -0.10635650766862757 -0.103147328629951 0.10850845308842932 -0.12715444288497368 0.041604755416068014 -0.056605493488639524 0.10220335804939029 -0.10770798934637056 0.054451857088060253 0.0026595191711385005 0.055063089959917447 0.024500206750061232 0.0069836518672545637 -0.007249051946106963 0.054282385394903591 -0.030964262138856054 0.033527030826331801 0.014916756420356468 -0.17148682440565155 0.025645277975366601 0.0005832806300458866 -0.095869124116715665
leaf_weight=0.25556889222931889 2.1479611520771869 1.4023304864531372 1.6631293192040164 0.52055498957633972 0.3497980650281528 0.23107029346692798 3.8710537533042944 0.18589366438754895 0.68810203811881354 0.22584676197902787 0.2124367207288741 0.38480086062918406 0.81032178208988626 0.51438774552480016 0.36675043404102314 0.23492519851424731 0.20941143191885203 106.93583713431144 1.1076033987337726 0.29251346572451098 1.2136417339652323 14.672153439052638 2.2697690688073626 2.9770967044751151 4.9665835155174127 1.0036034414079029 0.80421142207342189 3.2333981898555058 102.23570456744619 2.8975882754893973
leaf_count=18 77 31 18 5 24 167 39 23 81 81 1 70 23 160 6 39 32 937 40 153 96 134 42 47 46 71 27 73 1999 73
internal_value=0.00052666 0.000726321 0.000549121 0.0343099 0.00041472 -0.0434883 0.000766516 0.000474328 -0.0212453 0.00828534 -0.00946501 -0.0271022 0.0100541 -0.0141549 -0.0067755 0.0290754 -0.0312837 0.00071134 0.0202638 -0.0266138 0.0299252 0.000485138 0.00281169 0.00174879 -0.00152543 -0.0139139 -0.0680054 0.000275992 -0.00124795 -0.0317841
internal_weight=258.884 255.411 254.008 1.00719 253.001 0.486639 251.338 247.467 2.67131 1.9832 1.63341 1.42097 1.03617 3.47344 2.95905 0.811087 0.444337 244.796 2.79965 0.478407 2.32125 241.996 112.183 109.913 129.813 16.48 1.80781 113.333 108.367 6.13099
internal_count=4633 4319 4288 190 4098 185 4080 4041 280 199 175 174 104 314 154 77 71 3761 312 176 136 3449 1026 984 2423 232 98 2191 2145 146
is_linear=0
shrinkage=0.1


Tree=983
num_leaves=31
num_cat=0
split_feature=2 2 2 2 0 1 1 2 0 2 2 0 1 1 1 1 0 2 1 0 2 2 1 2 2 2 0 2 1 2
split_gain=0.30166 0.45803 0.686716 0.547749 0.680107 0.551064 1.67069 1.4937 1.30919 1.12803 0.779161 2.1833 1.22578 1.76987 1.51241 1.72244 1.04207 1.21942 0.873211 1.27408 0.75258 1.8445 0.790506 0.730812 0.7213 0.537471 1.01845 1.24126 1.22074 0.456322
threshold=42.243697547450004 40.300545846000013 40.467253020850002 40.767054867700004 0.54504356155000011 0.34569324270000007 0.34545372890000009 41.289992964000007 0.48119816770000007 41.037275035300006 40.890797847750008 0.56345618395000019 0.41917906650000009 0.3584174126500001 0.40651477500000005 0.39431454150000006 0.5054040298000001 41.257948413050009 0.42307116555000007 0.55544744170000004 41.873095646600007 42.081757894750005 0.3453339720000001 41.559097512700014 41.741384785950011 41.741384785950011 0.47721625100000004 41.444941515100005 0.32636747405000005 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 29 -3 4 -4 6 9 -8 -7 -5 -10 12 13 23 15 16 -15 -18 -14 -20 22 -22 25 -12 -19 26 28 -28 -11 -1
right_child=-2 2 3 5 -6 8 7 -9 10 20 11 -13 18 14 -16 -17 17 24 19 -21 21 -23 -24 -25 -26 -27 27 -29 -30 -31
leaf_value=0.00014309738420616649 8.5668364919738552e-06 0.00077472517575455824 4.1422126349227126e-05 -0.0009539953763919904 -0.0010976213028711327 0.00127426656010695 5.2171858313293688e-05 -0.0019259624838786076 0.00097833311020604705 0.00097090374161080538 0.0010629131588137867 -0.0016667818378639345 0.0017591764650354438 -1.6697404488058925e-05 -0.0026490801163149445 0.00060273509625268277 -0.00052609503157838213 -0.005158460779422001 -0.00035775663257940198 0.0013537796512363991 -0.0021968823452532425 0.00067324393689609447 0.0014257827271730653 0.00011373360508601896 -0.0021519727589343314 0.0012012718467443225 0.00098753265222241123 -0.00034907025286418677 -0.0016648300444720601 -0.00014049907812377886
leaf_weight=67.701478439201878 90.54873131855129 8.4493488875668827 9.6804216690361482 2.6295307411710409 2.5452808963746056 5.6491876735817632 3.0845274403691283 2.7997049894183874 5.1150735227638497 1.0162647718025355 5.3543782979250008 2.348164099323184 2.9734456576406938 1.6614673882722835 1.2194995549507428 4.020870462525636 1.1023511700332167 0.50645695184357442 3.4075498948805034 3.2834834279492497 1.3916769353636476 2.2570228931472229 3.2889729887247077 7.4689759761095047 0.77824504696764052 2.5775133873976293 7.2692521428689343 4.2232016921043396 2.0153097358997911 32.183259980727598
leaf_count=1233 1990 71 145 20 41 59 13 29 43 31 33 158 24 20 24 38 7 23 23 19 35 22 20 32 28 16 32 24 32 348
internal_value=0.000102317 0.00014519 0.000240342 0.000189988 -0.000195716 0.000250878 5.66476e-05 -0.00088902 0.000391731 0.000265301 0.000264677 0.000157705 0.000292527 3.7929e-05 -0.000613853 -0.000306276 -0.00120908 -0.00203902 0.000875045 0.000482144 0.000398674 -0.000421472 0.000545432 0.000510063 -0.00333719 0.000376122 0.000229687 0.000496363 -0.000781262 5.17215e-05
internal_weight=288.551 198.002 98.1172 89.6678 12.2257 77.4421 32.553 5.88423 44.8891 26.6687 39.24 34.1249 31.7767 22.1122 9.28889 8.06939 4.04852 2.38705 9.66448 6.69103 24.0392 3.6487 20.3905 12.8234 1.2847 17.1015 14.524 11.4925 3.03157 99.8847
internal_count=4633 2643 1062 991 186 805 274 42 531 232 472 429 271 205 140 116 78 58 66 42 212 57 155 65 51 135 119 56 63 1581
is_linear=0
shrinkage=0.00196078


Tree=984
num_leaves=31
num_cat=0
split_feature=2 2 0 0 0 0 2 0 2 0 2 2 2 2 2 1 0 0 0 2 2 0 0 2 0 0 0 0 0 0
split_gain=0.0641047 0.115654 0.101209 0.512632 0.38331 0.180467 0.111521 0.113029 0.608866 0.251793 0.30255 0.47028 0.347139 0.317966 0.0918433 0.122461 0.324818 0.259407 0.118972 0.0908733 0.18163 0.288836 0.444556 0.205846 0.177544 0.170968 0.313339 0.108394 0.152265 0.261419
threshold=49.292797572200008 49.064150740050003 0.39614083410000006 0.39587138110000003 0.39672464895000009 0.3733870243500001 48.823707093150006 0.43572048740000008 41.675153845500006 0.41160444300000004 41.529896397300007 39.571921479100006 39.476991512000005 35.771221912400001 51.757767929250001 0.48522499325000007 0.58035687555000015 0.66718062335000017 0.61400856260000014 48.109449608500007 47.74983977685001 0.4413939702500001 0.45798030000000006 46.095286511800005 0.46482141255000003 0.48634771415000005 0.58984760935000013 0.46898296455000005 0.47500074850000013 0.47673722340000008
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 5 -4 -1 7 8 9 -6 11 12 13 -11 15 -2 -17 -18 -16 20 21 -9 -23 24 -24 -25 -27 -26 -29 -30
right_child=14 -3 4 -5 6 -7 -8 19 -10 10 -12 -13 -14 -15 18 16 17 -19 -20 -21 -22 22 23 25 27 26 -28 28 29 -31
leaf_value=0.015415475725679556 -0.018404706462274014 0.029386411074415409 -0.047418659233198795 0.10636189323356256 0.086610539425765048 -0.10943272488897691 0.017657644314295996 0.056892081855079137 -0.10576287396005374 0.026151351196222278 0.10766203587260136 -0.12424791605204211 0.10516428938413656 -0.10867216932327656 -0.10159234268894485 0.10200020828119219 -0.10695811642766534 0.050151139722581589 -0.0043092894207165458 -0.022556772707286833 0.034533629801418823 -0.08797796184750295 0.036157254655426532 0.027393831010950699 -0.022153607719697384 -0.10416441949346732 -0.008439244770972517 0.017498679564347201 -0.023004998366715962 0.0010007329614967434
leaf_weight=0.2557427273131897 2.1489407283079345 1.4018338813912112 1.6609839987941075 0.47568949311971664 0.33372603697352987 0.21155554442430002 3.8543622633442274 0.91032775747589667 0.62927227113686957 0.44674592602768803 0.19432330131530751 0.35749312212283246 0.27454283833503723 0.28749251025146805 0.24922440906084364 0.33425113558769215 0.21472942884429358 0.20583554342738353 0.25365354659152217 1.6639943642076094 1.5943368258886028 0.56708814945068198 1.4212223282083858 0.36684966634493221 2.0561151454166966 0.59674691333202623 0.80086286790901795 5.4039416676387182 4.6298085665912359 224.72677000542132
leaf_count=18 77 31 18 5 24 167 39 23 81 25 1 70 2 77 136 6 39 32 24 33 35 112 33 7 31 62 47 65 115 3198
internal_value=0.000560355 0.000742317 0.000584054 0.0332841 0.000462066 -0.0411059 0.000778769 0.000515658 -0.0205395 0.00777076 -0.00908873 -0.025694 0.00923161 -0.0266391 -0.0130667 -0.00623369 0.0284169 -0.0300647 -0.0525224 0.000732766 0.000892198 0.000670085 0.000457337 0.000666296 0.000918333 -0.0333638 -0.0493117 0.000706852 0.000907072 0.000516152
internal_weight=258.528 255.122 253.72 0.942988 252.777 0.467298 251.116 247.262 2.5236 1.89432 1.5606 1.36627 1.00878 0.734238 3.40663 2.90376 0.754816 0.420565 0.502878 244.738 243.074 241.48 240.569 240.002 238.238 1.76446 1.39761 236.817 234.761 229.357
internal_count=4633 4319 4288 190 4098 185 4080 4041 280 199 175 174 104 102 314 154 77 71 160 3761 3728 3693 3670 3558 3442 116 109 3409 3378 3313
is_linear=0
shrinkage=0.1


Tree=985
num_leaves=31
num_cat=0
split_feature=1 2 1 1 2 2 1 0 0 0 2 2 2 1 2 2 0 0 1 0 0 1 2 0 2 2 2 1 1 0
split_gain=0.0766731 0.215707 0.0998943 0.0935428 0.13807 0.298301 0.218968 0.117619 0.253425 0.111831 0.167399 0.0635412 0.82309 0.475927 0.447688 0.32178 0.45874 0.488742 0.308548 0.318824 0.580414 0.30176 0.256123 0.333167 0.275243 0.28285 0.615072 0.735307 0.569655 0.406776
threshold=0.31060447290000009 49.247968080500009 0.30560462260000004 0.31100865245000009 49.064150740050003 49.960114208400007 0.50491003265000012 0.61400856260000014 0.58035687555000015 0.5796383342000001 51.757767929250001 40.300545846000013 40.467253020850002 0.4172030777500001 40.21994457600001 40.767054867700004 0.54504356155000011 0.56345618395000019 0.34515433670000012 0.48185683060000012 0.47847369840000004 0.3459626957000001 40.890797847750008 0.54413041525000005 40.986363433950011 41.243661560350013 41.16018805045001 0.34560342505000002 0.3975479776000001 0.48588365620000007
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -6 7 8 9 10 -7 14 13 -13 -5 16 18 -18 19 20 -14 -20 23 -17 -24 26 27 -26 -29 -28
right_child=3 -3 -4 4 5 6 -8 -9 -10 -11 -12 12 15 -15 -16 22 17 -19 21 -21 -22 -23 24 -25 25 -27 29 28 -30 -31
leaf_value=-0.10078450550733696 0.020116930397669638 -0.10458729338258868 0.022461078634426986 -0.00015212937562953549 -0.083037900768082651 0.022254834191980297 -0.10176999570421973 0.063861403705739506 -0.10606076806348144 0.082070271154647378 -0.10121761127302727 0.051246466611241805 -0.016296498265476522 -0.0020080321619356614 -0.038534440436834336 -0.0009660616118208796 -0.099439699872106019 -0.0088752331095249531 0.033733855174859079 0.025159361818425176 -0.13451039842399645 -0.012035091633338121 -0.032474745964253482 0.045826314323548001 -0.052645021472527309 -0.00015399276264468876 0.018550719747256823 0.0537513632458127 -0.014175660054747796 0.082407796928157945
leaf_weight=0.076320495039907565 2.4326791494386262 0.26331416983157396 0.47553154506749706 87.068320319384782 0.62352642917539869 0.58959413820411988 0.19390987284714345 0.3299663807847536 0.20024832844501361 0.21044575609266758 0.13493149062378507 5.1436130305519319 1.2416309906402587 2.4907668841660779 3.1487795622197146 3.1625126823782912 1.2175619546324008 1.1670567387154731 2.4672527983784676 0.65708686411380757 0.62410629028454412 3.4616124033927917 2.4708798194405963 2.9327133602491813 1.9964810074307004 124.18605133460369 2.1830817461013794 2.4320484339259565 2.5075103952585778 1.8369418863294411
leaf_count=137 18 14 44 1539 70 24 58 11 57 6 96 42 75 29 34 21 15 26 13 3 18 36 31 33 25 2063 14 15 33 33
internal_value=0.000503506 -0.0301169 0.00541636 0.000600587 0.000414168 -0.0240695 -0.00190789 0.0113084 -0.00396687 0.0178992 -0.000739965 0.000635594 0.001819 0.0338718 -0.00149176 0.000235615 -0.0163814 -0.0551165 -0.0054524 -0.0347433 -0.0558401 0.00701131 0.00148862 0.0215481 0.000600137 0.00120486 0.0166074 -0.00143086 0.019269 0.0477301
internal_weight=257.926 0.815166 0.551852 257.111 254.679 2.28262 1.6591 1.46519 1.13522 0.934971 0.724526 252.396 162.179 7.63438 90.2171 154.545 10.8363 2.38462 8.45169 2.52282 1.86574 5.92887 143.708 6.09523 137.613 135.142 10.9561 6.93604 4.93956 4.02002
internal_count=4633 195 181 4438 4420 322 252 194 183 126 120 4098 2525 71 1573 2454 186 41 145 96 93 49 2268 54 2214 2183 120 73 48 47
is_linear=0
shrinkage=0.1


Tree=986
num_leaves=31
num_cat=0
split_feature=0 0 0 1 1 2 2 0 2 1 2 2 2 1 0 2 0 2 0 2 0 2 0 0 2 1 1 1 2 1
split_gain=0.261334 0.736851 0.410393 1.38403 1.57433 0.943533 0.686036 0.647023 0.59161 1.23253 1.26582 0.640663 1.04763 0.636182 0.682265 0.610418 1.11811 0.783649 0.668402 0.605592 1.09956 0.687425 0.734482 1.41621 0.776041 0.634001 0.784234 0.84955 0.592723 1.13223
threshold=0.51657136015000005 0.5195503128500002 0.50291907430000016 0.37227927305000003 0.37644082515000005 39.746231405950006 39.262923716450011 0.5054040298000001 38.621016321050007 0.36265381275000008 40.767054867700004 40.148327922700012 40.574766824850009 0.34422622080000004 0.47880302985000006 40.94178426300001 0.48588365620000007 40.722669576350008 0.48320409570000006 37.041406607950009 0.47787491390000009 36.558960102350007 0.50035927070000008 0.49877249185000011 36.165040341950011 0.36510882910000009 0.36476452800000009 0.3584174126500001 41.319407281650008 0.34515433670000012
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 -5 -6 -4 -8 19 11 -11 13 -13 -10 -15 16 17 18 -14 21 -21 22 23 24 25 26 27 -1 29 -17
right_child=1 -3 3 4 5 -7 7 -9 9 10 -12 12 15 14 -16 28 -18 -19 -20 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31
leaf_value=0.00011778819934391702 -0.0010357884777754394 4.3017317280598765e-05 0.00017626681472011514 -0.0012486972911262488 -0.00090868264846690513 0.00096729486454784038 0.0020355074549946802 0.00076809609977099953 0.00048620944942641685 -0.0028098474158634815 -0.00031381510191035033 0.00069366651443422917 -0.0013642565984054223 -0.001376405101928586 -0.00024330034036980551 -0.0003822358070028321 0.0011621995692404786 -0.0004675067261289054 -0.004459156128114615 8.6851683840670762e-05 0.0015320303548990737 -0.00075368651687450288 -0.000829559948172842 0.0021632101539192788 0.0019093111437198014 -0.0016819069999599212 0.0020586302078018865 -0.00362467726087901 5.579659120152581e-05 0.00090997786728754014
leaf_weight=1.5483477408070054 2.4865230977738966 115.63752692849886 3.0353924632072466 3.1565226064994913 1.3808659143978728 4.0656021974282339 2.7061430737376213 3.6204591338755563 3.1367120796348891 1.1035886601312079 2.6735247372998856 11.908848549646789 0.92838678043335565 2.677931608457583 8.6170715214684588 3.7448949069294022 1.1863449737429617 3.3450169957868638 0.37733398377895355 3.8989329395699297 4.2094201855361462 2.5893110603792593 1.4554358804598448 1.8251313974615184 0.74103787972126145 0.93322328478097905 0.65283059328794468 0.27455407494562667 81.167942788175424 8.5788310237694514
leaf_count=142 34 2540 14 53 22 46 33 23 30 20 69 98 66 29 55 40 6 26 3 57 30 26 9 11 30 7 5 13 1024 72
internal_value=9.07627e-05 2.03083e-05 0.000141037 0.000420852 -0.000146888 0.00049167 0.000942563 0.00131022 0.000106973 6.0514e-05 -0.0010431 9.36842e-05 0.000144111 -0.000295 -0.000511948 7.82232e-05 -0.000536946 -0.000970377 -0.00225864 0.000438722 0.000837111 0.000116335 0.00041951 0.000723761 9.0704e-05 -0.000304624 0.00021454 -0.000445879 0.000116631 0.000517304
internal_weight=283.664 118.124 165.54 17.965 8.60299 5.44647 9.36199 6.3266 147.575 129.446 3.77711 125.669 111.238 14.4317 11.295 99.3288 5.83708 4.65074 1.30572 18.1282 8.10835 10.0199 7.43056 5.97512 4.14999 3.40896 2.47573 1.8229 93.4917 12.3237
internal_count=4633 2574 2059 191 121 68 70 56 1868 1538 89 1449 1335 114 84 1237 101 95 69 330 87 243 217 208 197 167 160 155 1136 112
is_linear=0
shrinkage=0.00196078


Tree=987
num_leaves=31
num_cat=0
split_feature=0 1 0 0 1 1 0 0 2 1 2 0 0 2 1 2 0 0 0 0 1 2 0 2 2 1 1 2 2 0
split_gain=0.0637947 0.565006 0.326054 0.271749 0.248758 0.984192 0.962079 0.70733 1.20167 0.989507 0.419691 0.418774 0.754548 0.569102 0.402132 0.320527 0.579123 1.03234 0.853293 0.629035 0.464064 1.0967 0.439274 0.440224 0.376424 0.313024 0.940554 0.689002 0.929159 0.369517
threshold=0.51657136015000005 0.37644082515000005 0.51484985480000012 0.5195503128500002 0.38906020780000011 0.38723391515000005 0.52252926560000013 0.52401125715000008 39.065416244600009 0.39078171310000004 37.232443001650005 0.52863686715000002 0.5296248615500001 35.119813570500007 0.46280051495000007 38.474425342400004 0.54284302865000023 0.54695967185000016 0.55131582885000008 0.55877069550000014 0.39394030120000006 47.74983977685001 0.55980359870000018 37.688226470200007 38.621016321050007 0.39563186730000005 0.39995808510000008 43.61821939175001 43.663128814500006 0.53866650695000018
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 -2 -1 -3 5 -5 -6 8 -8 -9 11 -11 -13 -14 -15 16 -12 -18 -19 -20 21 -17 -21 -24 -22 -26 27 -27 -29 -28
right_child=1 3 -4 4 6 -7 7 9 -10 10 15 12 13 14 -16 20 17 18 19 22 24 -23 23 -25 25 26 29 28 -30 -31
leaf_value=0.0012628728552761138 -0.077756483175596774 -0.036373540059925255 0.039054676933093196 -0.019384250176913424 -0.052100071196181486 0.053465336412835941 -0.017089047227860706 -0.11863299065747777 0.071438036959485154 -0.11046814029253947 0.042662884057361281 0.11678036828498051 0.0035697233427767379 -0.1133622868014847 0.047835315120809935 -0.10878957223950954 -0.083578741400654008 0.11752108536874002 -0.11959865345815793 0.0976088653077163 -0.059580519422748057 0.035609832197297735 0.023527909295591315 -0.10497077899667691 0.035127499885551222 -0.10743487649445363 0.021063887825793215 0.1095033763553131 -0.069187852486595008 -0.0010754321914326088
leaf_weight=150.96833288781338 0.95942484015540586 2.087872613912622 2.3179944287985554 3.6430239959154269 3.5883392636296767 3.7773867174983025 2.7012594060506663 0.71765776153188099 3.5462958034913754 0.59615790494717602 4.7344871982932073 0.36171606183052096 1.5218210948731044 1.01048809191343 0.1827451433950954 1.2329455798026168 1.2725389897823332 0.73517587780952487 0.40401648147963021 0.50532554741948832 1.0446653310646059 0.9172688610269687 0.96855136254453078 0.36787329736580432 2.5716643243795252 1.3872358163353049 8.7717714868576859 0.45231474936008431 0.81589269952382892 53.636448487869529
leaf_count=2042 38 25 17 36 38 24 19 12 38 21 38 1 255 80 64 71 9 2 26 4 24 13 31 54 33 82 134 2 109 1291
internal_value=0.000535435 -0.00136967 0.00183436 -0.000661946 7.29007e-05 0.0177001 -0.00131794 0.000696553 0.0331615 -0.00171206 -0.000707057 -0.0337584 -0.0188951 -0.0369706 -0.0886747 0.000813841 0.0186032 -0.00817732 0.0240109 -0.00660066 -0.00144353 -0.0471896 0.0181872 -0.0118435 -1.13235e-05 0.000908756 -0.000443752 -0.0587312 -0.00545642 0.00203635
internal_weight=257.799 104.512 153.286 103.553 101.465 7.42041 94.0447 90.4563 6.24756 84.2088 83.4911 3.67293 3.07677 2.71505 1.19323 79.8182 8.98797 4.25348 2.98094 2.24577 70.8302 2.15021 1.84175 1.33642 68.68 67.6353 65.0637 2.65544 1.26821 62.4082
internal_count=4633 2574 2059 2536 2511 60 2451 2413 57 2356 2344 421 400 399 144 1923 164 126 117 115 1759 84 89 85 1675 1651 1618 193 111 1425
is_linear=0
shrinkage=0.1


Tree=988
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 1 1 1 0 0 0 0 0 2 0 1 1 2 0 2 0 1 0 1 0 2 0 2 0 0
split_gain=0.0707513 0.50725 1.51158 1.48401 0.795738 0.694583 0.777322 0.846972 0.585442 0.6481 0.44637 0.753419 0.438949 0.417405 0.483226 0.485577 0.398349 0.366176 0.241731 0.206242 0.777566 0.617348 0.19946 0.19567 0.140819 0.100466 0.878101 1.53003 0.889551 1.87861
threshold=36.558960102350007 0.50035927070000008 0.50452082270000009 0.49877249185000011 36.165040341950011 0.36510882910000009 0.36476452800000009 0.3584174126500001 0.5218855723000001 0.52366695610000014 0.52401125715000008 0.52863686715000002 0.5296248615500001 37.041406607950009 0.50452082270000009 0.38723391515000005 0.39019789825000006 35.119813570500007 0.41973294215000007 37.500638522700008 0.52324780695000006 0.42209814075000007 0.4413939702500001 0.42991227810000004 0.54695967185000016 38.751720283100006 0.54695967185000016 38.474425342400004 0.50730517050000012 0.52769378160000013
decision_type=2 2 2 2 2 2 2 2 2 2 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 18 -4 -10 -11 -12 -13 14 -2 -16 -17 24 -1 20 -15 -22 -20 -18 -14 26 27 28 -21 -30
right_child=13 2 8 -5 -6 -7 -8 -9 9 10 11 12 17 19 15 16 23 -19 22 25 21 -23 -24 -25 -26 -27 -28 -29 29 -31
leaf_value=-0.10381613181076817 -0.005840731639472639 -0.090387262191548079 0.044933184619136229 0.10964601116277926 0.098246264435153233 -0.098198078403408981 0.10438689259236232 -0.18882037129723953 -0.14808227024130155 0.068448506423700581 -0.1112823895542344 0.11493084046970836 0.02844128952834123 0.05273222982765257 -0.13639426377707325 0.055370828600608317 -0.11459915513808956 -0.10582954638174152 0.074087216144203882 0.027125172298468378 -0.071676450115344445 0.026909724553747783 -0.012874111432169528 -0.0061202583427970433 -0.024275538697901892 0.00083250214546468299 0.038348397096930893 -0.082829616892357627 -0.096738360268591075 0.013775476691523347
leaf_weight=0.18045841435468934 3.3163281359302337 1.7593468273989836 3.2148023126646876 1.6802035064902154 0.63423558836802829 0.90760589577257622 0.58579284697771061 0.27834493934642512 0.31985470792278636 0.76912851631641377 0.66666230605915222 0.33228996396064792 1.2852618229808292 3.1449843978043637 0.68596554547548283 0.36967108398675896 0.43227586086140946 0.32830464464950626 0.4319028875470392 5.6909403081226646 1.2516410565003755 1.2896548961907681 0.67749260226446495 0.27021894047902606 0.83650956887072414 212.24911316916928 3.4990678932199435 2.8802548814564934 2.4301426173187792 4.1906288210302591
leaf_count=87 28 12 33 11 30 7 5 13 4 2 20 1 14 25 6 2 21 75 16 64 13 37 39 35 244 3571 120 32 35 31
internal_value=0.00048038 0.007171 -0.00670555 0.0317237 -0.00370149 -0.0248208 0.00609741 -0.0306181 0.0122843 -0.0108446 -0.000438168 -0.0157998 0.00707808 6.82538e-05 -0.0283094 -0.0706915 -0.0286553 -0.00754938 0.00352123 0.000676813 0.0194913 -0.021646 0.0209811 -0.0728721 0.00765765 0.000213556 -0.00681499 -0.0172172 -0.00186752 -0.0267884
internal_weight=256.589 14.8882 9.51216 5.37604 3.69583 3.0616 2.15399 1.5682 7.75281 4.53801 4.21816 3.44903 2.78237 241.701 5.07446 1.75813 1.07217 2.45008 1.28985 236.626 5.68628 2.5413 1.1094 0.702495 2.12177 230.94 18.691 15.192 12.3117 6.62077
internal_count=4633 613 405 208 197 167 160 155 393 360 356 354 334 4020 92 64 58 333 142 3928 75 50 55 56 258 3853 282 162 130 66
is_linear=0
shrinkage=0.1


Tree=989
num_leaves=31
num_cat=0
split_feature=2 2 2 1 2 0 1 1 1 2 2 0 1 2 1 0 2 1 0 2 0 0 0 1 1 2 1 0 0 1
split_gain=0.071526 0.776977 0.440397 0.699607 0.614274 0.37796 0.477146 0.685939 0.610312 0.316202 0.33553 0.283088 0.34826 0.2795 0.615818 1.17792 0.602776 0.319149 0.798035 0.258269 0.368811 0.406739 0.281213 0.426404 0.739739 0.255632 0.723274 0.406674 0.822915 1.16203
threshold=39.427119987250002 39.788107623550012 40.003678352300007 0.37977904855000005 40.148327922700012 0.4560492201000001 0.3459626957000001 0.35331277505000008 0.34479506600000004 35.771221912400001 35.476804824450006 0.5054040298000001 0.41997245590000004 40.467253020850002 0.41808628485000005 0.55688452445000014 40.300545846000013 0.44765126795000004 0.56065686655000013 40.767054867700004 0.54504356155000011 0.56345618395000019 0.48458129995000004 0.34554354660000003 0.34515433670000012 39.065416244600009 0.39078171310000004 0.50218556330000019 0.51484985480000012 0.36551300860000008
decision_type=2 2 2 2 2 2 2 2 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 -3 -4 9 8 -8 -7 10 -1 -2 -13 14 16 -16 -6 -17 -19 20 22 -22 23 24 -15 27 -27 -9 29 -29
right_child=1 2 4 -5 13 6 7 25 -10 -11 -12 12 -14 19 15 17 -18 18 -20 -21 21 -23 -24 -25 -26 26 -28 28 -30 -31
leaf_value=-0.049779405070555782 -0.04645333337658511 -0.0063792628642221696 -0.036014591971356577 0.057890998899194246 0.00098958714937496975 0.0092322021371321113 -0.083322659429101664 0.016865744270683693 0.068780605850327775 -0.11205702057503897 0.10166237612982883 -0.0007780772867609473 -0.050318275047173157 -0.041549951046940009 -0.10156611903957763 0.081033603432549783 0.04780897620934639 0.11074981402796472 -0.12721661319548852 0.0010000303559282362 -0.090740187862332219 -0.0079383956723276961 0.017264748394104544 -0.076900218233394005 0.046193010186783401 0.055981477898119997 -0.010042901844236625 0.011534042342275643 0.00097449974019705315 -0.086276090489060514
leaf_weight=0.55306236451360635 4.1846259258163609 3.3507083393633357 4.5803623529136521 3.4248660001103417 5.3511262480169517 5.7895374740473908 0.94708287715911765 10.490180101958684 2.4492319636046886 0.50446666509378701 0.19891650089994073 5.3827987257391214 1.9270239470861268 2.3171743077691631 1.1949118822813027 0.71274485439062096 5.6566369580687024 0.25764456391334534 0.31107929852259986 148.71237398603353 1.2014307668432587 1.1719265056526635 3.345489040017128 1.0480252912966532 1.6415257230401037 3.1145588662475339 3.5507119485846488 2.1630204962566486 27.408736856899651 2.7703055542660877
leaf_count=102 40 35 72 39 40 50 8 99 16 90 3 60 34 95 8 3 45 1 42 2795 15 26 31 11 8 21 49 12 748 35
internal_value=0.000438057 -0.000487362 0.00108603 0.0261076 0.000130909 0.00346061 0.00462254 0.000978429 0.0269348 -0.0508083 -0.00971941 -0.0257118 -0.0138379 0.00108833 0.0149128 -0.0301434 0.025049 0.036455 -0.0194125 -8.08477e-05 -0.0150675 -0.049854 -0.00518256 -0.0201818 -0.00516621 0.00259144 0.0208091 -0.000243468 -0.00579286 -0.0433912
internal_weight=255.712 195.772 184.278 6.77557 177.502 59.9398 58.6834 50.4446 8.23877 1.25645 0.751979 11.4944 7.30982 172.922 13.4841 2.47638 11.0078 1.28147 0.568724 159.438 10.7256 2.37336 8.35221 5.00673 3.9587 49.4975 6.66527 42.8322 32.3421 4.93333
internal_count=4633 3400 3266 74 3192 1233 1038 972 66 195 105 134 94 3120 139 54 85 46 43 2981 186 41 145 114 103 964 70 894 795 47
is_linear=0
shrinkage=0.1


Tree=990
num_leaves=31
num_cat=0
split_feature=1 0 2 2 2 2 1 1 2 0 0 0 2 1 1 1 2 2 1 2 2 1 0 2 0 0 2 2 2 1
split_gain=0.199104 0.729664 0.566973 0.586585 1.23699 0.812006 0.557184 1.21638 0.857605 0.854634 0.688011 0.788612 1.32683 0.401183 0.30454 0.612447 0.278381 0.642264 0.443135 0.274713 1.27891 1.19122 0.43137 1.26476 0.844334 1.78127 0.776341 2.07482 1.33283 0.976203
threshold=0.39078171310000004 0.53146612375000013 36.377496227400009 44.202975721700007 43.968221017800005 42.654057868200006 0.39431454150000006 0.39563186730000005 36.654713368950006 0.5132031975000001 0.52863686715000002 0.52688542260000015 42.371983470600007 0.39170982905000007 0.39019789825000006 0.38906020780000011 37.232443001650005 35.119813570500007 0.46280051495000007 42.243697547450004 42.431220712750012 0.34626208795000007 0.49588335680000006 43.61821939175001 0.50913146310000013 0.53312775065000018 42.684965421050009 42.580420142950011 42.720329370750001 0.34566330350000002
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 -2 4 5 6 10 -8 -9 -10 11 12 -4 -3 15 19 17 -15 -19 -1 21 -21 26 -24 -25 -26 27 29 -28 -22
right_child=1 13 3 -5 -6 -7 7 8 9 -11 -12 -13 -14 16 -16 -17 -18 18 -20 20 22 -23 23 24 25 -27 28 -29 -30 -31
leaf_value=0.00020187112684201999 -0.0021290885826965623 0.0014650955284595494 -0.0024626608320155951 -0.0020145175883692005 0.0017696792486247088 -0.0021388720960919773 0.0011555280684152913 0.0017541420696098723 0.00057848981398756004 -0.0021514152205469729 -0.0024625680196365923 0.0012415788016298009 0.0013807134351241886 0.00023316154142770992 0.00056855635850986503 -0.0006730031215138228 0.00010878898239053341 -0.0022312981823391148 0.00074086419751105584 -0.0025359076542740568 0.00083518751651586397 -7.495190458255576e-05 0.0010279308346086422 0.00053862932097427103 -0.0027259149505226531 0.00055967004768882637 0.001639733385059411 -0.0023733331331953363 4.189398539795666e-05 -0.00088224880092439351
leaf_weight=118.85177852778088 0.70546009810641308 0.81960681080818076 1.0203159181401069 0.72855396516024562 1.100585293024779 0.95797437068540681 2.4654914736747742 0.42356805875897441 0.63782260729931328 1.4281009172555057 0.78784746350720514 0.79569042241200794 0.52203164529055346 1.8150135412919888 6.3307334017008534 3.57043079775758 78.514245001353629 0.9421499503241646 0.24250630278038443 1.3911423295903653 2.8090456469763003 1.6568885208107529 6.3458872977644187 2.398746863938868 1.2693833669763992 1.2682210584171114 2.1220684498548499 1.832030871282768 37.043494466217453 2.3261413378641009
leaf_count=1198 26 3 45 185 11 68 12 2 15 75 19 7 14 254 39 32 1588 75 64 41 31 10 43 21 55 13 60 34 572 21
internal_value=0.000109124 3.53147e-05 -0.000425684 -0.000315113 -0.000193004 -0.000431984 -0.000229635 0.00017931 -0.000787496 -0.0013086 -0.000877873 -0.00034388 -0.00116181 0.000100116 0.000145756 0.00013112 8.63917e-05 -0.000499842 -0.00162288 0.000147131 3.95296e-05 -0.00119815 0.000105235 0.000448911 -0.000295443 -0.00108387 2.11856e-05 -0.000581893 0.000128468 5.72218e-05
internal_weight=283.123 93.907 11.5734 10.868 10.1394 9.03884 8.08087 4.95498 2.48949 2.06592 3.12589 2.33804 1.54235 82.3335 189.216 182.885 81.5139 2.99967 1.18466 179.315 60.4631 3.04803 57.415 11.2822 4.93635 2.5376 46.1328 6.96722 39.1656 5.13519
internal_count=4633 2463 479 453 268 257 189 104 92 90 85 66 59 1984 2170 2131 1981 393 139 2099 901 51 850 132 89 68 718 86 632 52
is_linear=0
shrinkage=0.00196078


Tree=991
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 0 0 0 1 1 2 0 0 0 0 0 0 0 2 0 0 2 2 2 2 2 2 2 0
split_gain=0.226071 0.920373 0.442181 1.6455 1.06221 0.853406 1.24956 0.81696 0.5882 0.943261 1.06435 0.557687 0.480129 0.516893 0.535299 0.733958 1.27433 0.467997 1.44586 0.418701 0.891756 0.516501 0.408985 0.654459 1.27617 0.875499 0.749356 0.428342 0.52195 0.383801
threshold=42.081757894750005 42.027798546600003 0.39563186730000005 0.53499895210000015 0.39431454150000006 0.39078171310000004 0.52769378160000013 0.5132031975000001 0.52401125715000008 0.39019789825000006 0.38976377950000002 36.654713368950006 0.5218855723000001 0.5206281249000001 0.5195503128500002 0.50913146310000013 0.5132031975000001 0.47697673720000006 0.47642286160000008 41.559097512700014 0.44825005235000009 0.47604862130000009 41.935569238650011 41.319407281650008 41.542492784600007 41.600558339100012 41.772405911750006 38.238138001450004 37.995872310650007 0.47774018740000007
decision_type=2 2 2 2 2 2 2 2 2 2 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 7 5 8 -7 -4 9 10 12 -9 13 14 15 17 -17 18 19 21 -21 -1 23 27 -25 -26 -27 28 -5 -19
right_child=-2 -3 3 22 -6 6 -8 11 -10 -11 -12 -13 -14 -15 -16 16 -18 29 -20 20 -22 -23 -24 24 25 26 -28 -29 -30 -31
leaf_value=-8.1482323142549699e-06 1.7861541522947334e-05 0.00094695825590073335 0.00061272540639562272 -0.00020282376082118931 0.0012677064485367409 -0.0023844878803506585 0.00013153478776537419 -0.00039760205532497815 -0.00074870015626619306 0.00095040095629135026 -0.0012089212444385796 -0.0021482509046031164 0.0011049850051062572 -0.00080523638789916133 0.0011717260392345697 -0.001764046909751262 5.5415437311197451e-05 0.0006184205459381307 -0.0028894648685210654 0.0011275229136832447 -0.0024168293550500975 0.0013997350394938045 0.0010774114307333705 -0.0026186627933278495 0.00095158694356070627 -0.0024430244659998141 -3.6149986218684479e-05 0.00017762550599778143 -0.0022375022849893777 0.0002096766268429419
leaf_weight=10.51663616644236 94.925557595157443 5.21828740411729 0.76076999155338754 5.6406870318415931 3.3282441245391956 1.2501584438141429 1.931304092518985 0.98882022616453502 2.6172897433862081 5.9782501235604277 2.1687399074435225 2.3919176617637277 2.106958493590354 2.0922667719423762 2.0477131307125083 2.0166963543742886 5.5609048213809729 9.9600249938666803 0.69553343579173166 0.43339912000010439 0.73704842803999782 1.1073233168572194 1.4790080894017581 1.0093745057929471 1.6173060373112096 0.81190874792810097 1.2835515378392299 39.694910884130877 0.53029706206325489 77.989558831090108
leaf_count=401 2058 36 18 449 16 48 24 20 23 28 15 96 8 19 9 45 32 45 6 30 26 4 24 28 21 42 32 480 36 514
internal_value=9.62687e-05 0.000134641 0.000112183 -3.35509e-05 0.000173987 0.000145815 -0.000857138 -0.00122309 0.000171133 0.000190641 0.000151963 -0.00163621 0.000177569 0.000160301 0.00017849 0.000159833 -0.000428815 0.000203806 -0.000136257 1.34132e-05 -0.00110441 0.00012597 6.10675e-05 3.13534e-05 -0.000663707 -0.000132221 -0.00096872 0.000102914 -0.000377672 0.000255966
internal_weight=288.89 193.965 188.747 56.2086 132.538 129.21 3.18146 4.14151 126.028 123.411 117.433 3.38074 115.264 113.157 111.065 109.017 7.5776 101.44 13.4899 12.7944 1.17045 11.624 52.067 50.588 4.72214 3.71277 2.09546 45.8659 6.17098 87.9496
internal_count=4633 2575 2539 1246 1293 1277 72 134 1205 1182 1154 116 1139 1131 1112 1103 77 1026 467 461 56 405 1112 1088 123 95 74 965 485 559
is_linear=0
shrinkage=0.00196078


Tree=992
num_leaves=31
num_cat=0
split_feature=2 1 0 2 1 1 1 2 2 1 1 1 0 0 1 2 1 0 1 0 2 2 2 0 0 0 0 2 0 0
split_gain=0.227017 0.482067 1.40185 1.09097 0.796221 0.993681 0.883015 0.567796 0.675072 1.38244 1.37714 1.33955 1.50521 2.04619 0.57024 0.620371 0.499711 0.451645 0.482475 0.659205 0.443944 0.885754 0.699724 0.47312 1.67965 0.701037 0.489021 0.565067 1.16314 1.63515
threshold=42.243697547450004 0.3584174126500001 0.49194634890000005 41.808689985400001 0.3465914194000001 0.34626208795000007 0.35331277505000008 41.976795488650005 41.184662530950007 0.41917906650000009 0.42926858475000007 0.40115565405000009 0.52688542260000015 0.5054040298000001 0.46280051495000007 41.559097512700014 0.36476452800000009 0.48654231910000006 0.34608245260000009 0.48368312325000012 41.087689990200012 40.94178426300001 40.858951393400005 0.52401125715000008 0.52769378160000013 0.52812790035000023 0.5380527529500001 40.003678352300007 0.56685428580000019 0.54413041525000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -6 8 16 11 -11 12 13 -10 -12 -16 -3 18 19 -1 21 22 23 -18 -25 -26 -27 -28 29 -29
right_child=-2 7 3 -5 6 -7 -8 -9 9 10 14 -13 -14 -15 15 -17 20 -19 -20 -21 -22 -23 -24 24 25 26 27 28 -30 -31
leaf_value=0.00018253975604978266 1.8266934358794011e-05 -0.00061021884252770769 0.0020706800801658341 0.00014431871596125309 -0.0016251625199679223 0.0015635978566132778 0.0001980624337750819 0.00072865726233657636 -8.5241267527248245e-05 0.0013980003541707385 -0.0010424870102002564 -0.0029227694135667581 0.00070878421589344283 -0.0041105242248887768 -0.0021306000535878289 0.0015636369926642761 0.00025490364413173358 0.00093045581344411541 0.00093962805560168707 -0.00056631857788291091 0.00083655467848877275 -0.0011985048509780536 0.0010835251378557241 -0.0017648622024866595 0.0015573087088003035 -0.00054037822914713811 0.00023533094429955078 7.6809275669699378e-05 0.00071340513038851635 -0.0016874378678380442
leaf_weight=64.167622303488315 89.575144884859583 3.9208059540251261 2.7872574422508469 1.9013606831431387 1.9191822379507346 2.0947739183902732 2.1829175766015396 4.5311519311071597 1.1579146153526365 2.2790227681398392 2.5637435517273848 1.2836529351770876 1.7765481881797311 0.83611772954463948 0.22709568212667353 0.75847069649535115 33.1981181774172 3.0738904327154151 2.9492731094360343 4.8618278615176669 3.0796521233860394 2.0373999483053913 2.7452220819250206 2.1012028246186665 1.1254236698150624 5.7884244024753562 25.457834715333206 4.7175564244389516 3.2047751264799436 3.5318760368973017
leaf_count=691 1990 47 44 10 27 19 40 67 21 21 36 16 25 34 30 61 253 23 29 41 24 30 30 67 6 79 704 21 99 48
internal_value=9.97959e-05 0.000137781 0.00024699 0.00128949 0.000186831 0.000231589 -0.00065494 4.95093e-05 1.92775e-05 -0.000442238 0.000208555 -0.00119271 -0.000603725 -0.00177308 -0.000555191 0.000712405 7.45252e-05 0.000194412 0.000162979 0.000129797 0.000105389 7.8553e-05 0.000110333 7.65689e-05 -5.23393e-05 2.97665e-05 -1.04938e-05 7.2601e-05 -0.000289079 -0.000678528
internal_weight=281.835 192.26 85.9381 4.68862 81.2495 77.1474 4.1021 106.322 101.791 10.8826 5.82833 5.05423 3.77058 1.99403 3.54931 0.985566 90.9083 75.0526 71.9787 69.0295 86.9875 83.9078 81.8704 79.1252 45.9271 43.8259 42.7005 36.912 11.4542 8.24943
internal_count=4633 2643 924 54 870 803 67 1719 1652 244 148 96 80 55 127 91 1408 784 761 732 1361 1337 1307 1277 1024 957 951 872 168 69
is_linear=0
shrinkage=0.00196078


Tree=993
num_leaves=31
num_cat=0
split_feature=2 0 0 0 2 2 2 1 0 0 1 1 0 0 0 2 0 0 1 1 2 1 2 2 0 0 2 2 0 1
split_gain=0.067106 0.409159 1.34654 1.23474 0.705962 1.23912 0.886308 0.636806 0.538819 0.567096 0.485139 0.666356 0.374433 0.686721 0.396029 0.369323 2.54988 1.67509 0.429334 0.344059 0.337025 0.226728 0.176506 0.167442 0.134882 1.60745 1.48256 1.21936 0.454103 1.62751
threshold=36.558960102350007 0.50035927070000008 0.49877249185000011 0.50452082270000009 36.165040341950011 35.771221912400001 35.374259656300005 0.36551300860000008 0.5218855723000001 0.52366695610000014 0.36476452800000009 0.3584174126500001 0.52401125715000008 0.52863686715000002 0.5296248615500001 37.041406607950009 0.50035927070000008 0.50452082270000009 0.38723391515000005 0.39019789825000006 35.119813570500007 0.43075057630000008 37.345948426100009 33.96174662340001 0.51809826055000008 0.52157121045000021 37.688226470200007 37.817254840650008 0.50386215985000016 0.37043801085000005
decision_type=2 2 2 2 2 2 2 2 2 2 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 6 7 10 -5 -10 11 23 -11 -14 -15 16 -2 -18 -19 -20 -16 -21 -17 -1 27 -26 -27 -24 -29 -30
right_child=15 3 -4 8 -6 -7 -8 -9 9 12 -12 -13 13 14 20 22 17 18 19 21 -22 -23 24 -25 25 26 -28 28 29 -31
leaf_value=-0.057360771796538958 -0.16929824220091366 -0.07994837937988776 0.1085385316060711 0.043796090537956744 0.097041994266273801 -0.19981404862120661 0.086930621567878619 -0.1684705076892449 -0.14225128935944506 0.063447097920421261 0.10357302189386422 -0.17808809914911961 -0.11024235766351456 0.11350786410553293 0.007248989471327196 0.021029554110454741 0.064624847474220745 -0.13166223661813989 0.051139067144734533 -0.11271509053539097 -0.10531765881678173 0.0080012268643162507 0.07593120934461281 0.031647112996618924 -0.075371687815138394 -0.094962015813584794 0.0016410318895049365 -0.00055359421871518488 0.065871722274232519 -0.0090725948378019422
leaf_weight=0.32566957486778869 1.0015459806018032 1.7847543526440839 1.5305823723319916 3.1887354264035821 0.58199766220059235 0.3510925001464783 0.81322187581099559 0.31306107528507698 0.30272976146079589 0.7500765174627303 0.29374437779188145 0.27003120686276816 0.61458106525242362 0.30820584297180209 2.1290886181737396 4.2490140369045539 2.3003504276275639 0.63460143655538548 0.363727807998657 0.43419964099302888 0.30394647225784854 0.24247219877725001 2.2201078827492884 0.60210998626280343 2.9318880678838459 1.6180908953974711 87.324794734523493 126.35543468303285 4.6930583471694245 7.5742169887089403
leaf_count=88 21 12 11 33 30 20 10 4 4 2 3 13 20 1 258 57 7 6 2 23 75 33 30 29 38 36 2008 1601 42 116
internal_value=0.000660954 0.00727754 0.0301315 -0.00510054 -0.00366486 -0.0234064 0.000252635 -0.0388074 0.0124825 -0.0101664 -0.0115926 -0.0398351 -0.000427699 -0.0147047 0.0067147 0.000265408 -0.026694 0.00923357 -0.0668376 -0.0272973 -0.00681338 -0.0694587 0.000831623 0.000403528 0.000462845 -0.00251795 -0.000116416 0.00240728 0.00122976 0.0195986
internal_weight=256.407 14.4636 5.08151 9.38212 3.55093 2.96893 2.61784 1.80462 7.59736 4.40863 1.49156 1.19781 4.1059 3.35582 2.74124 241.944 4.9769 3.97535 1.675 1.0404 2.43304 0.676672 236.967 0.92778 232.718 91.8748 88.9429 140.843 138.623 12.2673
internal_count=4633 613 208 405 197 167 147 137 393 360 133 130 356 354 334 4020 92 71 64 58 333 56 3928 117 3871 2082 2044 1789 1759 158
is_linear=0
shrinkage=0.1


Tree=994
num_leaves=31
num_cat=0
split_feature=2 2 1 0 1 1 0 0 2 2 2 2 2 2 0 0 2 2 0 2 0 2 0 1 0 2 1 2 1 2
split_gain=0.230244 1.23302 0.477914 1.72271 0.859812 0.846983 1.21098 0.805196 0.550722 0.645372 1.60329 0.896793 0.790124 0.448318 0.601463 0.775008 0.784957 0.728244 0.597256 0.711803 0.817748 1.47375 0.768874 0.996574 1.00845 0.726159 0.592455 0.576115 1.06293 2.27844
threshold=42.081757894750005 42.027798546600003 0.39563186730000005 0.53499895210000015 0.39431454150000006 0.39078171310000004 0.52769378160000013 0.5132031975000001 41.935569238650011 41.319407281650008 41.542492784600007 41.600558339100012 41.772405911750006 40.806664626150003 0.54191491270000014 0.54353163080000011 40.679780036550007 37.572218886150004 0.54413041525000005 39.476991512000005 0.55688452445000014 40.00488309970001 0.54585192060000021 0.43967246490000006 0.55131582885000008 39.354247760400007 0.46280051495000007 40.890797847750008 0.42307116555000007 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 4 7 5 -1 -7 -4 9 13 -11 -12 -13 14 -5 -16 17 26 -19 22 -21 -22 -20 24 -24 -25 -17 -15 -29 -30
right_child=-2 -3 3 8 -6 6 -8 -9 -10 10 11 12 -14 27 15 16 -18 18 19 20 21 -23 23 25 -26 -27 -28 28 29 -31
leaf_value=0.00016296018272262471 7.3124054669045988e-06 0.0010438125444508432 0.00056565049528367465 0.00036399822989640896 0.0011700667499055959 -0.0024846389900444648 6.3985124249776637e-05 -0.0017159546402656571 0.0011671618845397365 -0.0027363903958112297 0.00099827505431298734 -0.0024486536101054049 -1.224102643570964e-05 0.0011021639233362234 -0.0011920681374732916 -0.0017865385469360382 -0.001754753627792384 0.001196180484098229 0.0016829794581350349 -0.0012883272036645159 -0.0023428930329954206 0.00062889705893453716 7.933820577728702e-05 0.00028420365214258149 -0.0022632453707460876 0.002112848453429639 0.00058224740403280974 0.0008725496968221896 -0.0018103475977230196 0.0016350088539582976
leaf_weight=124.72049134676672 96.647860520576614 5.4513808076444539 0.72815004549920503 10.732452852185814 3.1800394710153332 1.1374822680372738 1.9379875194281337 3.244181714951992 1.619042477745096 1.1142962058511319 1.7044881581823577 0.8016529957603783 1.4150707476364912 3.3865121045382676 2.6562378071248558 1.4384780412401661 1.017817712840041 1.8094096779823328 1.4087008535861993 2.8169890493154517 0.78849924305541197 3.4430871106887935 1.8898006752133354 5.210219091426552 1.1283730673603711 0.99421171122230578 0.56553654501919925 3.4715550430119038 2.2425455305055952 1.099895842533442
leaf_count=1205 2058 36 18 57 16 48 24 116 24 28 21 42 32 28 16 145 18 6 4 28 59 83 12 139 43 7 246 15 43 16
internal_value=8.54446e-05 0.000124539 9.78411e-05 -5.2497e-05 0.000162954 0.000137894 -0.00087864 -0.00129772 4.1266e-05 5.61833e-06 -0.000660885 -7.10863e-05 -0.000893342 7.84201e-05 -2.46507e-05 -0.000190387 -7.21925e-05 7.48538e-06 0.000123222 1.34118e-05 -0.000469772 7.51439e-05 0.000333764 0.000127679 -0.000796459 0.00057723 -0.00111806 0.000441169 0.000112659 -0.000676586
internal_weight=289.802 193.155 187.703 56.7272 130.976 127.796 3.07547 3.97233 52.7549 51.1358 5.03551 3.92121 2.21672 46.1003 35.8998 25.1674 22.5111 21.4933 19.4893 17.6799 7.04858 4.23159 10.6313 9.2226 3.01817 6.20443 2.00401 10.2005 6.814 3.34244
internal_count=4633 2575 2539 1246 1293 1277 72 134 1112 1088 123 95 74 965 863 806 790 772 381 375 170 142 205 201 55 146 391 102 74 59
is_linear=0
shrinkage=0.00196078


Tree=995
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 2 1 1 0 1 2 1 0 0 2 2 2 2 0 0 0 0 2 1 0 0 0 1 0 2
split_gain=0.0694011 0.336185 0.466716 0.321806 0.594658 0.246451 1.92611 0.275641 0.406201 0.199047 0.48204 0.582716 0.757147 0.448876 1.21455 0.372979 0.270404 0.657721 0.267583 0.444859 0.240372 0.567646 0.320113 1.06506 1.43893 0.838419 0.366861 1.32881 1.14439 0.927191
threshold=42.243697547450004 42.027798546600003 0.48077901860000011 0.49194634890000005 0.40206880030000008 42.431220712750012 0.34626208795000007 0.35027394390000005 0.56579144335000009 0.32467590790000006 39.476991512000005 0.32012514595000008 0.41229304515000009 0.47396784530000008 39.065416244600009 35.771221912400001 37.140760352250005 35.119813570500007 0.47500074850000013 0.47604862130000009 0.47774018740000007 0.47721625100000004 41.444941515100005 0.34515433670000012 0.48185683060000012 0.48320409570000006 0.49688632075000011 0.41997245590000004 0.5054040298000001 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 9 -3 -4 -5 6 -2 -8 -9 10 15 12 -12 14 16 -1 17 -11 -15 -20 21 -21 -22 -24 -25 -26 -27 28 -28 -29
right_child=5 2 3 4 -6 -7 7 8 -10 13 11 -13 -14 18 -16 -17 -18 -19 19 20 22 -23 23 24 25 26 27 29 -30 -31
leaf_value=0.031548431991843734 -0.13051648055940909 -0.026833971227072609 0.056040499788038628 -0.018938434580973107 0.056988536228013136 -0.00022078820959800703 0.050557330914315891 -0.03093937882660221 0.043227384671546853 0.028357411477547875 0.097971670059432622 0.10466031152241484 -0.1231283430507866 0.04271929990179775 -0.1157291719521812 -0.11366265861157665 0.016017116980738648 -0.15216434196795478 -0.074576256753906112 -0.0075056081540645679 0.0020459040430495161 0.037727922929810136 -0.067465501321030685 0.040999707977007423 -0.081890119826234328 0.016587169506580013 -0.012097388148876141 -0.024090591956375043 -0.14556135678353255 0.072795411714920474
leaf_weight=0.36116418689928709 1.2677520788438403 1.6838545671762384 3.09603451192379 2.4088063915260136 1.8040588081057647 75.533190503996593 1.1814069747924802 2.1741523742675786 1.118273023770598 0.46649992001539375 0.29598946858641273 1.0419759005308149 0.32488609477877617 1.5413774326443661 1.2248203829949487 0.34666356313391589 2.6102612574468367 0.35573563172511058 0.77807125821709533 5.4763057054951769 124.78243103015038 5.6229152530431747 2.9109123870730427 5.3684350401163128 1.9136114716529835 3.4844962656497938 1.2609099186956885 2.7394745059773413 1.309853082289919 1.5447168140890424
leaf_count=35 41 33 10 26 35 1882 4 32 31 80 40 9 6 18 123 49 30 42 30 31 1745 26 24 41 10 16 17 84 45 38
internal_value=0.000675199 0.001798 0.0206289 0.0315636 0.0135755 -0.00173901 -0.0217119 0.00912012 -0.00574862 0.000776402 0.0295446 0.0589646 -0.0177235 0.000358997 -0.0302406 -0.0395697 0.00026433 -0.0497443 0.0012568 0.000850236 0.00122544 0.0154099 0.000142023 -0.0114285 -0.0021717 -0.0210864 -0.00983293 -0.0232627 -0.0800998 0.0108428
internal_weight=256.029 174.754 8.99275 7.3089 4.21287 81.2748 5.74158 4.47383 3.29243 165.762 2.37068 1.66285 0.620876 163.391 4.65732 0.707828 3.4325 0.822236 158.734 157.192 156.414 11.0992 145.315 20.5324 17.6215 12.2531 10.3395 6.85495 2.57076 4.28419
internal_count=4633 2643 104 71 61 1990 108 67 63 2539 139 55 46 2400 275 84 152 122 2125 2107 2077 57 2020 275 251 210 200 184 62 122
is_linear=0
shrinkage=0.1


Tree=996
num_leaves=31
num_cat=0
split_feature=2 2 0 1 0 1 1 0 0 1 0 1 1 0 1 0 0 0 1 2 0 1 2 2 2 1 0 1 2 2
split_gain=0.260752 0.397198 0.489894 0.361626 1.44646 0.956646 1.03656 0.921501 0.691582 0.413417 0.371034 0.872984 0.553969 0.424056 0.527785 0.744918 1.58164 0.362191 0.956233 1.21474 0.565243 1.63524 0.43044 1.06784 0.877096 0.763703 1.57696 1.33511 0.85638 0.883902
threshold=42.243697547450004 42.027798546600003 0.48077901860000011 0.39563186730000005 0.53499895210000015 0.39394030120000006 0.39078171310000004 0.52769378160000013 0.5132031975000001 0.3975479776000001 0.52401125715000008 0.39019789825000006 0.38906020780000011 0.5195503128500002 0.38045268105000002 0.51484985480000012 0.50913146310000013 0.47396784530000008 0.34269932035000011 38.171717059500004 0.46898296455000005 0.34007963835000005 38.621016321050007 40.148327922700012 40.574766824850009 0.34560342505000002 0.48119816770000007 0.34548366815000003 41.037275035300006 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 -3 5 8 6 10 -8 -5 -10 11 12 13 14 15 16 17 18 20 -20 21 -1 -19 -24 -25 27 -27 28 -26 -30
right_child=-2 2 -4 4 -6 -7 7 -9 9 -11 -12 -13 -14 -15 -16 -17 -18 22 19 -21 -22 -23 23 24 25 26 -28 -29 29 -31
leaf_value=0.00036259661642105642 9.9235178681626049e-07 -0.00036805873226205963 0.00072035347718739536 0.00053586666665864091 5.7528329388301399e-05 0.0011506674480197907 -0.0024782928781110687 -1.3459925850582196e-05 -0.00050015121835593663 -0.002136612442360936 -0.00060166954574022145 0.00092401614831678631 -0.00061523956702243146 0.00078104908938873082 -0.00064866531493427135 0.0012037261486377568 -0.0016469052219487785 0.00048793301864805453 0.00013239684756791723 -0.0026550863398296658 0.0016018154267059622 -0.0030825540724247471 -0.00032274723683390976 0.00073340741322339825 -0.00064339892938463544 0.0013341179213060574 9.4605457185961486e-05 -0.0011723532481711526 0.0011536947290290527 8.0938741733669402e-05
leaf_weight=4.3011266237299406 91.555969722898226 1.9779785166028876 8.1039994712482422 0.68416676070773919 52.141929078067051 3.6708431188017121 1.0872125045862042 1.2577969627454875 0.83881902275607023 2.0296001057140529 2.4126748079434028 5.6992382779717436 3.6366062313318244 4.1034244932234278 3.1756365597248069 2.5777473822236052 1.8768600812181819 16.895499810110778 1.1993418517085959 1.2049204092181751 0.9350248435512184 0.60408994770841662 15.189279207959769 11.999000269453971 4.8041650033555987 5.4389107599854496 14.378494230099021 3.6604508087038985 3.6299009053036597 15.835249779745935
leaf_count=216 1990 33 71 18 1112 22 46 20 32 84 23 28 29 23 26 11 43 117 75 92 15 10 106 83 28 39 87 28 35 91
internal_value=8.73374e-05 0.000127805 0.000506818 0.00010718 -2.4953e-05 0.000163975 0.000135206 -0.00115623 -0.00123555 -0.00165806 0.000159717 0.00017488 0.000137897 0.000162393 0.000138823 0.000162747 0.000136427 0.000169873 -0.000223811 -0.00126458 0.000204644 -6.16825e-05 0.000205217 0.000141474 0.000259493 0.000140397 0.000434791 -6.8488e-05 9.80039e-05 0.000280988
internal_weight=286.906 195.35 10.082 185.268 55.6945 129.573 125.903 2.34501 3.55259 2.86842 123.558 121.145 115.446 111.809 107.706 104.53 101.952 100.075 8.2445 2.40426 5.84024 4.90522 91.831 74.9355 59.7462 47.7472 19.8174 27.9298 24.2693 19.4652
internal_count=4633 2643 104 2539 1246 1293 1271 66 134 116 1205 1182 1154 1125 1102 1076 1065 1022 408 167 241 226 614 497 391 308 126 182 154 126
is_linear=0
shrinkage=0.00196078


Tree=997
num_leaves=31
num_cat=0
split_feature=2 2 0 0 1 1 0 1 1 0 0 2 2 1 0 2 1 1 2 2 1 1 2 2 0 1 2 1 0 0
split_gain=0.248489 0.518316 0.725587 0.41172 0.900106 0.398278 1.59384 0.842128 0.921258 1.01044 0.814369 0.510342 0.397099 1.36997 0.666725 0.37023 0.359838 0.792142 0.567306 0.862243 0.670936 0.514738 0.472286 1.09983 1.94858 1.02567 0.793442 0.641791 1.27652 0.702569
threshold=42.243697547450004 42.027798546600003 0.48077901860000011 0.49194634890000005 0.40206880030000008 0.39563186730000005 0.53499895210000015 0.39431454150000006 0.39078171310000004 0.52769378160000013 0.5132031975000001 36.654713368950006 42.477827694800006 0.34542378970000004 0.48911709230000006 42.498713093000006 0.40115565405000009 0.41625999220000004 41.835830569250014 41.600558339100012 0.41808628485000005 0.40437412050000004 40.574766824850009 40.003678352300007 0.55688452445000014 0.45051046375000009 39.955516828000007 0.42307116555000007 0.55619592225000014 0.56345618395000019
decision_type=2 2 2 2 2 2 2 2 2 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 10 8 -1 -10 -7 -12 13 -2 -15 -14 -8 21 19 20 -19 -18 23 26 -25 -26 -22 -24 -29 -30
right_child=12 2 3 4 -6 6 16 -9 9 -11 11 -13 15 14 -16 -17 17 18 -20 -21 22 -23 27 24 25 -27 -28 28 29 -31
leaf_value=0.00017815350700545987 -0.0022694249537591306 -0.00047983352116221217 0.0013436749249848578 -0.00031754000899425445 0.0013493655880522646 0.00072684037069486085 0.00076801865171642375 0.0012036161521020426 -0.0024653501564964398 -6.7915714283325754e-05 -0.00035642216705999335 -0.0021481922045876608 0.0010944716046600662 -0.0010987062650023196 0.00025603629345530927 4.373823008262764e-05 -0.00024470717806320257 0.00084449379451809984 0.0011564298228482698 -0.0014947890370499168 -6.0206019910786011e-05 -0.0017374589292285898 0.00096679745102144212 -0.0023935848057312654 0.0010628837015531445 -0.0020529346366684373 0.0015316375957947891 -0.00095400975849387992 0.0011559800231571399 -6.0390413244603578e-05
leaf_weight=123.74945381277394 1.2599287246048314 2.0527128298162998 3.42727532237768 2.6649365066550672 2.3382536800345406 0.66073884599609245 2.6780437976121894 2.9994596815668038 1.0585608957335346 1.8696691859513519 0.83404997247271273 2.2869708559010178 1.3098531592877396 1.8295674989931283 5.9027304019546136 82.070055659889476 2.2179994881153102 4.2398669860558575 1.8780634657450708 1.3364818758200261 17.285514791198018 1.4812181571614926 3.9911832883954039 2.1068202061578623 1.5865378100425007 0.54596221449537541 1.2939739450812329 3.3672939315438253 3.4065448753535748 3.9339353173018026
leaf_count=1205 39 33 10 26 35 18 13 16 48 24 20 96 17 23 82 1829 12 24 39 54 644 36 27 17 11 75 4 25 13 118
internal_value=0.000101819 0.000141453 0.000565584 0.00082013 0.000461493 0.000117395 -2.22084e-05 0.000176746 0.000152432 -0.000934593 -0.00125071 -0.00166937 1.80253e-05 -0.000373451 -6.45143e-05 6.02447e-05 6.82675e-05 2.97651e-05 0.000101508 5.55338e-05 0.000105153 -0.000842426 2.16003e-05 -0.000154967 -0.00105615 0.000265173 5.06584e-05 0.000295705 4.55645e-05 0.000504099
internal_weight=287.664 195.292 10.4832 8.43047 5.00319 184.808 55.1312 129.677 126.678 2.92823 3.78176 3.12102 92.3721 8.99223 7.7323 83.3799 51.3494 48.6714 44.9722 43.0941 41.7576 3.69922 37.5178 22.8188 4.23932 2.1325 18.5795 14.699 10.7078 7.34048
internal_count=4633 2643 104 71 61 2539 1246 1293 1277 72 134 116 1990 144 105 1846 1112 1099 1051 1012 958 48 934 751 103 86 648 183 156 131
is_linear=0
shrinkage=0.00196078


Tree=998
num_leaves=31
num_cat=0
split_feature=1 2 1 1 2 2 1 1 0 0 2 0 0 2 0 2 0 0 1 2 0 0 0 0 1 2 2 2 1 1
split_gain=0.0727894 0.200079 0.0935757 0.0774542 0.122097 0.279701 0.210932 0.106447 0.245583 0.0971927 0.164751 0.0731552 0.356205 0.721967 0.34921 0.332635 0.384648 0.313293 0.268203 0.343801 0.265613 0.906067 0.328729 0.208678 0.200426 0.197923 1.02185 0.733948 0.637227 0.547763
threshold=0.31060447290000009 49.247968080500009 0.30560462260000004 0.31100865245000009 49.064150740050003 49.960114208400007 0.50491003265000012 0.4995808509000001 0.58035687555000015 0.5796383342000001 51.757767929250001 0.47880302985000006 0.47787491390000009 39.571921479100006 0.47847369840000004 48.823707093150006 0.41160444300000004 0.47736594710000008 0.32012514595000008 35.771221912400001 0.47905751325000007 0.47938684470000009 0.47961138885000004 0.47757552170000012 0.34527409360000011 42.759119507950011 43.564719632750005 42.686561923500008 0.34527409360000011 0.35799826355000003
decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -6 7 8 9 10 -7 12 15 -14 -15 16 -5 18 19 -18 -13 -22 -23 -19 -16 27 -27 -20 -28 -30
right_child=3 -3 -4 4 5 6 -8 -9 -10 -11 -12 20 13 14 24 -17 17 23 25 -21 21 22 -24 -25 -26 26 28 -29 29 -31
leaf_value=-0.10075327975983656 0.018597166909490908 -0.10426166216778124 0.019628783224218078 0.048725779993842679 -0.07996504867175741 0.023023567280142918 -0.10166276993947765 0.062299447224352426 -0.10536371299337116 0.078883731923356348 -0.10115768448551224 0.02960547729501585 0.04370432093500029 -0.022375084915001356 -0.1135802120436777 -0.03964782807480613 0.028623128401148001 0.038199550230598157 -0.0030886757970159072 -0.11372136739546711 -0.08830898361970943 0.029235611465621515 0.0011425618301371561 0.0056213592172852864 -0.042370870624451759 -0.080364281627665568 0.039291069696868748 0.073102449685761892 -0.10968274264823574 0.020992786883660686
leaf_weight=0.074399082147435958 2.4374254714930421 0.24673347407951951 0.48882386058539851 1.7968222629096988 0.615337663359241 0.61328098207013659 0.18479618345736515 0.32399575505405653 0.19335181164206006 0.20694991573691368 0.12937284836880281 3.3554900214076033 1.4220810011029223 5.4326827139593661 0.74282380269141846 1.8682003933936346 0.2622009795159127 3.1800232473760826 17.513636220055112 0.48085035907570273 1.1236675749532867 4.2556628510355941 196.04773744427499 5.1510054739192128 0.84474707115441561 1.8311373163742235 2.5563432386261415 1.3626918469090004 0.6690064165741203 0.61626813671318814
leaf_count=137 18 14 44 76 70 24 58 7 61 6 96 17 10 51 25 14 5 18 400 57 12 41 3099 36 15 88 31 9 26 68
internal_value=0.000761389 -0.0291692 0.00372688 0.000856376 0.000685311 -0.0224174 -0.000978697 0.0117048 -0.00263739 0.018279 0.00139077 0.000894385 -0.0027218 -0.02127 -0.0344317 0.00147765 0.00364678 0.00123776 -0.00430227 -0.0634922 0.00170192 0.00123709 0.00173943 0.0180567 -0.0756897 -0.00251071 -0.0188899 0.0024116 0.0104123 -0.047026
internal_weight=256.028 0.809956 0.563223 255.218 252.78 2.26709 1.65175 1.46695 1.14296 0.949604 0.742654 250.513 45.7305 8.44233 7.02025 37.2882 35.42 33.6232 25.2921 0.743051 204.783 201.427 200.303 8.33103 1.58757 24.5491 5.67276 18.8763 3.84162 1.28527
internal_count=4633 195 181 4438 4420 322 252 194 187 126 120 4098 929 101 91 828 814 738 684 62 3169 3152 3140 54 40 622 213 409 125 94
is_linear=0
shrinkage=0.1


Tree=999
num_leaves=31
num_cat=0
split_feature=1 1 1 1 0 2 2 2 2 2 2 1 1 0 1 1 2 2 0 1 2 2 1 1 2 1 2 1 1 2
split_gain=0.234916 1.40475 0.708802 1.24345 0.644818 0.607652 0.532965 0.852534 0.990293 0.486489 0.465159 0.392968 0.330236 0.321831 0.55028 1.46566 1.52104 1.10462 0.962646 0.64447 0.699675 1.09859 1.15901 0.935411 0.716256 0.542174 0.799939 0.598115 0.763191 3.98076
threshold=0.39563186730000005 0.39995808510000008 0.39431454150000006 0.39170982905000007 0.5218855723000001 37.232443001650005 36.558960102350007 43.61821939175001 43.663128814500006 34.424709467050008 49.960114208400007 0.39394030120000006 0.46280051495000007 0.48185683060000012 0.3453339720000001 0.34575312120000007 41.184662530950007 41.489621506400006 0.48389269780000005 0.35986946500000005 41.319407281650008 40.806664626150003 0.34708541665000009 0.34587287805000005 43.118479346150004 0.36880632320000012 35.476804824450006 0.37227927305000003 0.37644082515000005 37.892416320650007
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 3 13 -2 9 -6 -8 -9 -3 -10 -5 -11 -1 17 16 -16 -15 -19 20 21 22 -17 -22 -25 26 -21 -27 29 -29
right_child=1 5 -4 11 6 -7 7 8 10 12 -12 -13 -14 14 15 19 -18 18 -20 25 23 -23 -24 24 -26 27 -28 28 -30 -31
leaf_value=4.4814024263958337e-05 0.00093964392697989398 7.9673425679406879e-05 0.00091805213315050065 -0.0020857990862797916 0.00021910030365283981 0.00010573050718367984 -0.0021536581994906034 0.0020030855728758769 -0.0022032237773563978 -0.0022003867701025173 0.00052096997160259377 -0.00028054321504039946 0.00029875725000516704 0.0011708014855117519 0.00024925871739370459 -0.00028198551088155115 -0.001611129921637456 0.00076488307090714761 -0.0006564674459798044 0.00053974554426692407 0.0012359339727217988 0.0022295905843668692 0.0014862228768128514 -0.00012657180429318936 0.00066934427501649969 0.00078634073054244268 -0.00057367270191424668 0.0019277673142713617 0.00021124684985860954 -0.0020375393373343628
leaf_weight=88.823931936242388 0.63086352922255073 1.0597921568861459 4.3277726933592922 1.2642231138306659 0.88592124450951804 79.891127212327774 2.5775546757504344 0.48620368912816037 0.7680065131280569 1.0407600525541054 0.35117153683677316 0.73203537741210301 0.25262641374320072 6.3470135703682882 3.2190388366580001 3.120847791433337 3.5562710389494896 3.6596378684043884 3.6683440795168281 3.4165560661349437 3.355312034487727 1.9477150738239286 2.6231298069469631 14.106476113200189 6.2832937651546663 5.7199124745093277 9.0583212748751958 1.4855803996324528 30.523911832366139 2.8229861173313111
leaf_count=1365 5 217 35 91 13 1660 110 2 101 86 8 16 86 30 22 17 35 13 30 24 65 17 42 76 36 49 88 7 230 57
internal_value=9.60297e-05 1.15671e-05 0.000133158 0.000115804 -0.000929784 7.68049e-05 -0.00116245 -0.00145506 -0.000333399 -0.000905228 -0.00134844 -0.00142381 -0.00171225 0.000131668 0.000205201 0.000150224 -0.000727235 0.000572003 5.33635e-05 0.00022061 0.000443057 0.000957023 0.000525511 0.000276569 0.000118697 8.87345e-05 -0.000268735 0.000198701 0.000102203 -0.000670314
internal_weight=288.006 87.944 200.062 195.735 5.69972 82.2443 5.06886 4.18294 1.60538 2.35318 1.11918 1.99626 1.29339 193.738 104.914 91.2394 6.77531 13.675 7.32798 84.464 31.4368 7.69169 5.74398 23.7451 20.3898 53.0273 12.4749 40.5524 34.8325 4.30857
internal_count=4633 2288 2345 2310 239 2049 234 221 111 389 109 107 172 2203 838 765 57 73 43 708 253 76 59 177 112 455 112 343 294 64
is_linear=0
shrinkage=0.00196078


end of trees

feature_importances:
lst_pka_pred_nshell3=10187
atom_v_bur_frac_3_5_Cs=10071
atom_v_bur_frac_3_5_Hs_min=9742

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:[]
