tree version=v4 num_class=1 num_tree_per_iteration=1 label_index=0 max_feature_idx=20 objective=lambdarank feature_names=rel_pace_pressure_score rel_barrier rel_early_speed_rating rel_api_index rel_weight_delta rel_days_since_last_run rel_margin_beaten_last_start rel_track_condition_win_pct rel_track_layout_score rel_distance_mastery_pct rel_last_600m_rank rel_sectional_vs_class_avg rel_jockey_trainer_strike_rate rel_market_firm_factor speed_map_score form_class_score track_env_score sectionals_score human_market_score expert_prior_score projected_settling_position feature_infos=none [0:1] [0:1] [0:1] none [0:1] [0:1] [0:1] none [0:1] [0:1] [0:1] none none [16.666666666666664:83.333333333333343] [12.5:87.5] [16.666666666666664:83.333333333333343] [0:100] none [28.69287634408602:74.943029635361995] -1:0:2:3 tree_sizes=3380 3376 3393 3368 3360 3387 3370 3377 3380 3378 3390 3377 3387 3389 3371 3395 3379 3397 3388 3403 3383 3381 3379 3392 3391 3381 3390 3388 3383 3387 3391 3378 3369 3390 3391 3395 3391 3394 3395 3397 3403 3392 3408 3404 3412 3404 3399 3395 3401 3414 3408 3408 3414 3419 3403 3428 3432 3416 3437 3416 3430 3421 3424 3443 3440 3428 3431 3450 3444 3429 3447 3418 3427 3442 3451 3450 3436 3442 3432 3438 3446 3444 3436 3447 3443 3442 3461 3445 3449 3451 3458 3454 3450 3455 3458 3455 3450 3436 3451 3462 3448 3469 3460 3454 3453 3473 3474 3461 3479 3473 3476 3487 3490 3494 3482 3482 3487 3475 3482 3485 3515 3481 3514 3481 3495 3487 3507 3495 3495 3506 3513 3529 3495 3506 3506 3506 3503 3523 3513 3519 3530 3505 3525 3520 3518 3530 3527 3513 3523 3520 3519 3528 3539 3529 3518 3527 3541 3533 3548 3534 3525 3528 3541 3528 3536 3532 3540 3538 3537 3537 3540 3548 3541 3542 3547 3565 3565 3551 3549 3558 3551 3563 3546 3554 3531 3551 3562 3559 3531 3558 3570 3586 3559 3562 3559 3539 3551 3564 3557 3565 3591 3581 3576 3578 3577 3603 3606 3586 3576 3613 3587 3568 3585 3596 3590 3606 3596 3597 3608 3585 3593 3596 3612 3608 3599 3600 3611 3618 3613 3609 3609 3627 3611 3609 3616 3605 3615 3619 3612 3621 3615 3619 3627 3622 3626 3628 3627 3615 3608 3626 3626 3612 3633 3649 3617 3625 3612 3626 3628 3623 3613 3620 3629 3626 3646 3634 3647 3633 3630 3636 3646 3638 3636 3646 3632 3625 3650 3625 3653 3657 3651 3668 3667 3650 3645 3656 3658 3655 3659 3656 3660 3647 3669 3664 3668 3678 3675 3675 3657 3692 Tree=0 num_leaves=31 num_cat=0 split_feature=3 11 16 15 1 11 6 11 16 15 19 3 15 19 2 19 19 1 19 16 16 15 6 15 17 11 11 7 16 19 split_gain=13.751 11.048 10.3172 8.5195 6.3745 5.84629 8.31812 5.58543 5.05103 6.75769 4.83259 4.12768 4.91394 3.91708 3.85259 3.69591 9.21689 5.19554 7.41328 3.78504 3.65269 3.38282 3.79838 4.27956 3.82794 3.29132 3.34908 3.28697 3.82118 2.87978 threshold=0.72389648318908495 0.37075155745882143 58.908730013640884 36.926230142482041 1.0000000180025095e-35 0.091196342359145602 0.91718573847818885 0.34889712992727279 30.860805881410254 53.895080544470041 54.843944828764144 0.56079672409780368 62.496766859970684 55.453233385105911 0.61486486486486502 48.400558795493097 54.101405921502874 0.59166666666666667 44.561175257095307 55.514211976670886 56.631944333506958 42.792725961009403 0.99346716380928057 61.158593458280485 57.783479891409861 0.46578106956636439 0.46258503542414003 0.66666666333333346 33.787712828365507 55.597941995429551 decision_type=2 2 2 2 2 2 2 2 2 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 5 -3 -5 -2 7 -7 9 -1 25 12 14 -14 21 17 19 18 27 -17 -21 -12 23 24 -23 26 -6 28 -10 -18 right_child=2 3 -4 4 10 6 -8 -9 15 -11 11 -13 13 -15 -16 16 29 -19 -20 20 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.047106050724913869 0.023414093976900745 0.028988994642950867 0.042928384344740299 0.0077310997129782953 -0.026619800235287896 -0.059999999999999928 -0.059999999999999977 0.026659197106597227 0.023029645824727177 0.030087723493140421 -0.060000000000000102 -0.059999999999999998 0.059999999999999713 -0.05999999999999997 -0.059999999999999921 -0.059999999999999984 0.057366186256065252 0.050454916342711049 -0.059999999999999949 0.052006577522278157 -0.059999999999999859 0.059999999999999727 0.039658704089040778 0.047843302654703976 -0.059999999999999956 -0.046733922736897603 0.058214702767332815 0.053670984480948897 -0.059999999999999915 -0.0010872941954894794 leaf_weight=2.8727923694532391 6.000361224170776 3.0738729825243345 9.7974970755167288 4.9763289457187083 2.1262735178461329 0.84120215941220511 2.5486764425877482 3.2770121991634369 2.1167973144911252 1.5830913754180072 0.5227549090050142 1.5148225123994041 0.27938187122345004 1.9788411268964408 0.72221731906756748 2.1761891979258503 1.9454172848491 4.7344570895656943 1.1519032241776583 0.67094190837815382 0.42996707931160927 0.29337316751480136 3.4697972431313246 0.78239514539018262 1.296730432892218 12.483514391002243 0.52154608257114876 2.0363751463592052 0.65266334812622506 1.2433369215577839 leaf_count=78 44 30 49 52 51 11 54 22 22 18 16 34 1 34 14 37 9 25 23 5 10 1 25 5 28 282 2 9 20 13 internal_value=-3.54787e-10 -0.00799654 0.0198112 -0.018647 -0.0233753 0.00193119 -0.0174039 0.00895786 0.0087779 -0.0196806 -0.0293309 -0.0140619 -0.00661574 -0.0451539 0.00566371 0.0161685 -0.0017363 0.026996 0.00835373 -0.0370682 0.00826169 0.0131143 0.0196564 -0.00959708 -0.0378601 -0.0402901 -0.00990979 0.0247373 0.00346251 0.0345744 internal_weight=78.1205 55.6558 22.4647 34.0418 30.968 12.6673 6.66689 4.11821 21.6139 4.45588 25.9916 10.8603 9.34549 2.25822 7.08727 17.158 6.46585 10.6922 5.95774 3.2771 1.10091 6.36505 5.8423 2.3725 1.5901 15.1313 2.64782 4.80584 2.76946 3.18875 internal_count=1024 844 180 575 545 131 87 33 269 96 493 158 124 35 89 173 74 99 74 52 15 75 59 34 29 335 53 51 42 22 is_linear=0 shrinkage=0.03 Tree=1 num_leaves=31 num_cat=0 split_feature=16 11 9 10 6 3 11 19 19 17 19 15 15 15 7 17 15 11 15 1 19 10 17 3 7 6 16 6 11 19 split_gain=28.8997 24.123 24.2552 26.4653 18.883 18.2763 30.1583 19.3544 22.5232 23.3918 16.3431 17.9794 20.0506 30.2107 19.5408 23.3969 16.2091 15.3526 14.4713 17.8687 17.0547 14.7924 14.3061 17.1879 13.7524 25.5518 13.7377 12.7833 13.5688 12.7185 threshold=35.643331541440141 0.2011598542787488 0.93160714667755118 0.9999949408586376 0.99995752904295299 0.1741937691784203 0.49999999802631584 42.18398714788669 49.80348199105773 31.656033024740449 41.944529964733803 49.881244962671211 54.946900020755862 61.158593458280485 0.62361111249382728 87.889994442627241 73.405171817070212 0.93825642195680536 27.338601098636921 0.11805555555555559 55.700820383401258 0.99862129478170047 17.579115561705688 0.021456750914678524 0.52277328750000007 0.9892331827798494 36.666666616666681 0.48419103823666437 0.96895425254766865 36.629429212015346 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 -2 10 16 5 18 7 29 9 -9 -3 22 14 -14 15 -13 17 -4 -1 21 -21 -20 -12 -24 -15 -26 -25 -19 -29 -7 right_child=1 2 3 -5 -6 6 -8 8 -10 -11 11 12 13 24 -16 -17 -18 27 19 20 -22 -23 23 26 25 -27 -28 28 -30 -31 leaf_value=0.05874186730761248 0.023687739596387123 0.030820070510846082 0.041041715771079713 -0.059520967071010081 -0.05853036712948162 0.0061291484184679184 -0.058136977704317173 -0.059616753912624207 -0.058197442029197764 0.033054554743458656 0.058948798746385853 -0.058244409097901642 -0.059218267528190954 0.015919272580250488 0.044506039022815184 0.047308173282519225 -0.059387692649497316 -0.058749148520427792 0.035471351551942643 -0.058516231503463169 0.029492726267575181 -0.058698999576860526 7.8128686160174464e-05 0.026794526320584152 -0.059457733388476243 0.038086029723686465 -0.058623668358248428 -0.059842435930725156 0.025024998526955656 -0.059167308428837481 leaf_weight=1.5907815694808984 53.058884119614959 8.6777025870978814 27.01470715738833 3.7901758141815654 7.8325236625969401 5.3228918388485891 6.9511226639151564 2.6568286381661883 3.1278867200016967 31.706042587757111 1.5080909729003931 4.6974456962198046 10.376387823373078 18.644550219178203 12.595117893069981 3.1623936332762241 2.0659573152661315 2.4078246653080013 4.9087297879159477 17.891517199575905 2.228508483618497 2.1626679301261902 8.4671412371099013 1.865674484521153 7.1748793423175794 3.6446782872080803 18.475003696978092 1.9169726781547076 14.676455903798342 5.4168108850717545 leaf_count=1 101 21 46 17 50 17 54 9 26 63 1 35 49 49 18 5 9 16 11 121 6 11 27 6 29 5 142 6 38 35 internal_value=5.54987e-11 0.00628454 0.000175869 0.0168018 -0.0139813 -0.00982553 0.000282921 0.00870258 0.0188741 0.0258895 -0.00851013 -0.0122767 -0.00280102 -0.015197 0.0213428 -0.0157755 0.0228182 0.0265089 -0.0292056 -0.0343508 -0.0487683 0.00667094 -0.031123 -0.0358382 0.000306031 -0.0265991 -0.050789 0.00584721 0.0152206 -0.0268046 internal_weight=296.016 204.22 151.161 51.8721 91.7963 83.9638 55.1816 48.2305 37.4908 34.3629 99.2891 90.6114 60.2955 39.8405 20.455 7.85984 48.0819 46.016 28.7822 27.1914 20.12 7.0714 30.3159 28.8078 29.4641 10.8196 20.3407 19.0013 16.5934 10.7397 internal_count=1024 620 519 132 404 354 204 150 98 72 387 366 190 132 58 40 115 106 150 149 127 22 176 175 83 34 148 60 44 52 is_linear=0 shrinkage=0.03 Tree=2 num_leaves=31 num_cat=1 split_feature=19 6 11 10 11 15 15 20 1 10 16 15 9 9 11 15 1 6 16 11 6 16 16 19 6 16 7 19 9 7 split_gain=22.8437 26.717 26.3233 19.5517 12.8691 18.6313 16.2118 13.5961 12.8235 26.3105 12.2583 11.9729 16.4031 16.9915 13.624 11.7855 11.6874 10.7994 18.5109 19.5367 34.4905 17.0503 11.3444 10.5241 10.3029 11.6307 16.3268 9.44863 9.12988 8.96935 threshold=54.843944828764144 0.99997618788042197 0.37075155745882143 0.9999949408586376 0.058039049595733465 73.124744826552998 87.046275024160749 0 0.14835164835164841 0.99548094333240156 39.748677266975314 62.532536908280342 0.93160714667755118 0.4166666645833334 0.99392712844662279 36.926230142482041 0.324561403508772 0.90314020540061968 30.860805881410254 0.27871485398697177 0.089841615479160877 32.322303902343755 49.999999972222227 35.683960491586028 0.99994298970506412 36.165698707280605 0.30555555097222226 56.382663974404117 0.20227272500000001 0.57029200624320409 decision_type=2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 17 4 -2 7 -7 10 9 28 -6 12 13 15 -14 -10 -5 18 -1 20 22 -22 23 -20 25 -17 -27 -9 -4 -19 right_child=3 -3 8 16 5 6 -8 27 11 -11 -12 -13 14 -15 -16 24 -18 29 19 -21 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.057205184302036055 0.043192012625509042 -0.056879419371597517 -0.059192075603531472 0.0089419705114214213 -0.055890214227710712 -0.058526284472881628 0.050504357121374459 0.022949214409040474 0.034432129931360286 -0.056533664285855427 0.02328155212227417 0.012603503558112536 0.037331953244213165 -0.056629891746486007 -0.057587879302566543 -0.055875556405192914 -0.057370375815806576 0.0052101090972164928 0.024879069735824016 0.033503272431638052 0.04704688210315263 -0.058409463830746765 0.055080679134834699 -0.058318284927348474 0.059455392921082456 0.049478027542374924 -0.056229330427939442 -0.057641338112368393 0.021169592775147905 0.030366616508344893 leaf_weight=5.179283518344163 13.696500696241854 8.9023964591324312 1.3597084358334601 4.2526795640587789 1.8163250982761372 5.5716643370687953 1.5741345509886739 2.0718654282391062 3.2904869168996838 5.7149873860180369 56.832453783601522 6.7039273902773848 5.1193160563707343 20.579715922474861 1.8537076972424982 8.945838104933495 5.4672994054853916 28.831520875915885 3.9851394593715685 12.739777684211729 1.5679018832743157 11.504077579826115 5.7632742822170258 2.0839620567858219 1.1204389333724982 2.8240794837474832 2.460965421050787 3.5574091598391533 19.806000173091888 22.876818034797907 leaf_count=42 14 59 6 10 16 23 2 6 6 43 128 21 13 164 15 78 38 104 8 26 3 48 5 9 1 4 22 19 50 41 internal_value=5.66724e-11 -0.00618669 -0.00359772 0.0119515 0.0165544 0.0114463 -0.0345081 0.0165551 -0.016288 0.000584502 0.0208296 -0.0248619 -0.0302991 -0.0378367 0.0120985 -0.01709 -0.0283574 0.00711217 -0.00403007 0.00328605 -0.0121715 -0.0457606 0.0249365 -0.00368861 -0.0281335 -0.0350296 0.000255711 -0.0279798 0.0160071 0.0163399 internal_weight=278.054 183.213 174.311 94.8403 85.1204 71.4239 7.1458 64.2781 79.7792 26.8807 58.6488 52.8985 46.1945 39.2215 6.97302 18.6418 9.71998 94.5318 42.8234 37.6441 24.9044 13.072 11.8324 6.0691 15.3513 14.2309 5.28504 5.62927 21.1657 51.7083 internal_count=1024 768 709 256 208 194 25 169 423 99 144 324 303 275 28 111 48 286 141 99 73 51 22 17 105 104 26 25 56 145 cat_boundaries=0 1 cat_threshold=1 is_linear=0 shrinkage=0.03 Tree=3 num_leaves=31 num_cat=0 split_feature=3 3 6 7 15 11 3 11 19 11 10 7 6 15 15 15 19 1 15 1 14 7 9 7 1 14 11 14 15 17 split_gain=17.9419 15.8671 15.9539 17.6534 19.5589 14.5868 24.7025 17.4217 12.6818 18.1835 15.9492 14.0973 12.558 13.2644 12.8034 21.8288 19.3657 19.2145 15.5703 13.665 12.4462 28.8246 14.8888 21.3276 11.9437 13.174 12.0907 11.6076 10.6772 9.93269 threshold=0.49684701577749713 0.50887390657850273 0.998859511401197 0.69883720022325602 60.748825974644717 0.12159573500533551 0.6563792242595583 0.27258654982846803 40.885403179019029 1.0000000180025095e-35 0.35654120693873126 0.12499999718750003 0.38685847728476258 37.379610326174337 41.918079947765683 43.89540657800692 55.267422088656893 0.4701754385964913 72.247640255897025 0.8377192982456142 36.017799175693916 0.64520773460968905 0.93160714667755118 0.5140642921466364 0.97368421052631593 37.828282828282831 0.47512618104850918 61.257309941520482 27.338601098636921 17.579115561705688 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 -2 5 -4 -5 -3 -7 -8 9 -1 29 28 -12 -14 19 -16 18 -18 -17 -15 -9 22 23 -22 25 -19 -26 -21 -11 -10 right_child=1 2 3 4 -6 6 7 20 10 11 12 -13 13 14 15 16 17 24 -20 27 21 -23 -24 -25 26 -27 -28 -29 -30 -31 leaf_value=-0.057385472713023966 0.048047019963596289 0.02930569592896886 -0.043121598225122314 -0.058191498610848769 0.027123884714975444 -0.055989035962180321 -0.056160645869147804 0.039444884722015981 0.02286619875393555 0.053218240466138246 0.043160888822328852 0.029545188259868214 0.020672492887931611 -0.054765488507943057 0.025094379260446081 -0.036630487427634133 0.030893665955574055 0.053885244009129696 0.057624729442776489 0.036881192157457443 -0.056289452877109014 -0.058050514529706831 0.040425216983139653 0.048126926401787951 -0.059281950689455951 -0.056379995935653418 0.024421856940338542 -0.053853788082910532 -0.055068897064139782 -0.054863045847755698 leaf_weight=3.110192276537421 8.7167905420064908 29.247224614024162 11.116538673639297 3.1308179944753656 10.628384575247763 5.7386519610881797 3.2616400122642508 13.355846524238585 1.7273104265332211 1.0795824527740503 4.257813334465026 21.35642421618104 11.748322263360022 11.735869739204647 14.610461078584192 30.640481363981962 12.104844927787783 1.1142011880874632 1.662959337234496 3.3833297640085211 4.3090158626437232 5.3656287491321555 12.378219459205866 2.9767679572105408 1.9855319857597349 7.8155865296721458 7.1313746757805347 2.0304510965943336 3.401653990149498 10.316776812076567 leaf_count=18 12 49 73 14 12 41 21 23 5 1 8 50 30 101 46 208 26 1 1 7 27 23 19 4 4 49 17 21 34 79 internal_value=4.95872e-11 0.00920501 0.00586956 -0.0150053 0.00771092 0.0126457 0.0023629 0.0104033 -0.00670991 0.0111451 -0.0109373 0.0193945 -0.00735559 -0.00938544 -0.0131336 -0.00791656 -0.015639 0.00165214 -0.0317783 -0.0365772 0.0160593 0.00358077 0.0203978 -0.0136278 -0.0179617 -0.0426218 0.00619236 0.00285083 -0.0289813 -0.0437155 internal_weight=261.439 110.226 101.509 24.8757 13.7592 76.633 47.3858 41.6471 151.213 28.9479 122.265 25.8377 110.221 105.963 94.2151 77.0654 62.455 30.1515 32.3034 17.1497 38.3855 25.0296 19.664 7.28578 18.0467 8.92979 9.11691 5.41378 4.48124 12.0441 internal_count=1024 318 306 99 26 207 158 117 706 103 603 85 519 511 481 352 306 97 209 129 96 73 50 31 71 50 21 28 35 84 is_linear=0 shrinkage=0.03 Tree=4 num_leaves=31 num_cat=0 split_feature=19 17 2 10 19 10 10 19 9 1 11 6 3 1 6 6 15 17 2 15 7 19 15 6 3 3 1 3 6 19 split_gain=20.076 22.278 18.4202 12.6079 11.4742 11.3548 23.4424 18.5206 11.8973 9.94491 9.79465 13.6334 10.8075 10.6619 9.26708 13.4671 9.16002 7.9198 10.9567 10.906 9.38795 14.5886 9.31057 7.29649 12.2612 11.4666 10.6847 15.7117 7.18751 6.86158 threshold=54.843944828764144 62.355391892788951 0.49074074074074076 0.9999949408586376 34.456932345825514 0.91890853180826537 0.97612585019922704 52.577670392221044 0.4342857054960001 0.324561403508772 0.46578106956636439 0.99820421038510987 0.99862335826171078 0.11805555555555559 0.99924006583265645 0.99639858162451467 47.452404832666417 49.999449692238279 0.61486486486486502 62.694508768530831 0.83809523358571403 55.597941995429551 70.100727060218972 0.96453178178032339 0.50887390657850273 0.11329309518403594 0.8257575757575758 0.41429282563917641 0.37026353598330514 43.280754447267547 decision_type=2 2 2 2 2 2 2 2 2 2 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 17 -1 -3 8 -8 -7 -5 11 13 28 -4 15 -9 -10 20 19 -19 -2 -22 -21 24 25 -15 27 -27 -12 -13 right_child=3 5 10 9 -6 6 7 14 16 -11 12 29 -14 23 -16 -17 -18 18 -20 22 21 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.056719603609294511 0.047729438894819259 -0.054235557901518711 0.028006205527302607 0.013539250205746537 0.018022760047710154 0.038626317364152951 -0.046447988112646305 -0.053520215966944 -0.054746267423408192 -0.053469790984407607 -0.053865829108533159 0.010975832540721486 0.053033786868225678 -0.053981473301340524 -0.052715260383139249 0.038364267351224703 0.035427494005017206 0.020001471827626384 -0.054084099805571974 -0.054814606942515234 0.053129862117332442 -0.057892313086623862 0.006403488369650016 0.016214588614346062 -0.054797048746892986 -0.053498650804441952 0.043659990063833753 0.034472584547046728 0.0082371187323773999 -0.055462338287162141 leaf_weight=1.92281213402748 12.321746185421945 8.3505403250455839 11.473529070615767 3.6241302862763387 47.864371284842491 8.5072205960750562 20.822235777974132 1.8608354851603488 2.8061519488692275 4.4297241419553757 9.103574879467482 1.828409008681773 1.1803483963012702 3.0942349880933824 2.1455740220844737 6.2821190804243088 1.5873821377754209 43.60036600753665 2.2454399093985549 3.4347355589270574 2.0731406807899466 2.1909725442528725 6.4062675796449184 9.2635290585458261 5.3816358596086493 3.9396952167153341 5.1493478342890739 3.4076279625296593 2.0560546368360528 5.95769427344203 leaf_count=11 14 64 25 10 134 17 187 14 23 38 68 8 1 25 22 14 4 118 16 23 2 8 27 23 35 32 8 7 9 37 internal_value=-9.42334e-11 -0.00601887 0.0015545 0.0122874 0.0151362 -0.0221634 -0.0160782 -0.0301773 0.0179225 -0.0233166 -0.00938082 -0.00341913 -0.0332932 0.00338356 0.00275181 0.0173667 -0.0221665 0.016255 0.0108352 0.0135629 0.034452 -0.00391518 -0.014963 -0.00595987 -0.0157543 -0.00227758 0.0105246 -0.0126983 -0.042424 -0.0398607 internal_weight=244.311 163.985 111.623 80.3265 49.7872 52.3621 44.0115 31.1108 12.9008 8.05385 61.8357 49.4957 12.34 41.7096 10.2885 8.14295 4.39353 72.2727 55.6868 53.4414 16.5859 4.26411 9.841 30.2361 20.9725 15.5909 12.4967 7.34732 11.1596 7.7861 internal_count=1024 768 423 256 145 345 281 237 44 48 278 200 78 155 50 28 27 208 184 168 24 10 50 130 107 72 47 39 77 45 is_linear=0 shrinkage=0.03 Tree=5 num_leaves=31 num_cat=0 split_feature=19 19 6 19 19 19 19 7 17 6 3 17 14 11 15 10 6 15 15 14 15 10 10 7 19 1 3 16 11 1 split_gain=16.1574 18.4652 13.8004 13.4014 14.8564 14.8149 16.5823 13.3188 13.7564 13.5157 12.6354 12.6125 12.5548 12.4193 9.24023 9.89896 10.6601 12.1912 8.73596 8.3534 7.46597 8.76127 15.2455 9.14569 8.44059 18.0363 8.03135 7.62022 9.73295 8.55112 threshold=54.843944828764144 48.400558795493097 0.99928838555771293 49.610940926581463 50.031023377356419 51.636264670105319 53.265269905232039 0.42166666550000004 29.932620902182219 0.99892625939465074 0.49684701577749713 49.999449692238279 35.750035750035757 0.43497495083524745 49.207942235467677 0.98781538592819684 0.95518760709561945 37.516958544458113 36.350462776174844 20.601851851851858 42.792725961009403 0.99968934972807588 0.99991564351682449 0.5140642921466364 61.186917328755129 0.55050505050505061 0.09706849301957339 66.283524448275884 0.89513361565541694 0.13809523809523813 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 3 -3 10 -6 -7 8 -1 14 -5 -2 -13 19 15 16 17 -10 -14 -9 -20 23 -23 24 25 -22 -25 29 -29 -24 right_child=11 2 -4 4 5 6 -8 13 9 -11 -12 12 18 -15 -16 -17 -18 -19 20 -21 21 22 27 26 -26 -27 -28 28 -30 -31 leaf_value=-0.052926069802828199 0.036089661878340576 -0.052168018053699951 -0.05258265534405869 -0.051946211886863394 -0.052371381095088827 0.012273715123403476 -0.039759020644407762 -0.055244705112433158 0.01378845629139272 -0.038261975350004244 0.043134386673548859 0.037078027602278428 0.053437825177349067 -0.016881735934005729 0.02103559518974657 -0.052493588795780644 0.033380816786804192 -0.052473195665371473 -0.053766470507875169 0.023982673205244037 0.02745756614925508 0.037371501391417088 0.026756026049524609 0.021157992922703123 0.035059093356679442 -0.053593474460123899 -0.055464387275883507 0.028869359243355073 -0.054360506287580358 -0.052557744032030083 leaf_weight=5.5528318099677554 14.846231415867804 6.6496996358036986 9.251483101397751 1.5058180689811687 7.6313583552837363 16.954131193459038 8.1679819226264936 1.237938493490218 5.2886074930429476 7.973927676677703 7.6404950171709061 9.483802415430544 2.5772968530654898 9.5303147882223112 17.001041982322931 3.8222100026905528 5.870980415493249 4.7376215979456902 2.4966758452355853 36.866716168820858 4.6860941685736197 11.328713797032835 1.6249804049730281 1.5310116633772839 4.2970494255423537 5.2274639271199703 6.2865826189517975 5.9567618891596794 1.6053103059530256 4.9504460766911507 leaf_count=47 24 56 78 15 68 63 53 8 20 61 11 18 2 52 49 38 15 43 21 91 12 19 3 4 10 42 37 12 11 41 internal_value=-9.70638e-11 -0.00555721 -0.0190022 -0.0126032 -0.00632411 -0.015764 -0.00464375 0.00238229 -0.00839252 -0.00285967 0.0274806 0.0112507 0.00530793 0.013748 0.00482802 -0.00914529 0.00127706 -0.0175217 -0.000423676 0.0214087 -0.00320051 -0.000542373 0.0114413 -0.0143964 -5.90092e-05 -0.015281 -0.0404585 -0.00933714 0.011201 -0.032957 internal_weight=232.582 155.683 57.801 48.5495 41.8998 32.7535 25.1221 97.8822 50.2472 44.6944 9.14631 76.8984 62.0522 47.635 36.7205 19.7194 15.8972 10.0262 52.5684 38.1047 49.9911 47.4944 25.4662 22.0282 14.2106 9.91356 7.81759 14.1375 7.56207 6.57543 internal_count=1024 768 344 266 210 184 116 424 273 226 26 256 232 151 165 116 78 63 214 99 212 191 86 105 64 54 41 67 23 44 is_linear=0 shrinkage=0.03 Tree=6 num_leaves=31 num_cat=0 split_feature=3 11 9 11 10 17 19 1 1 15 15 15 16 1 3 1 17 16 1 11 3 3 9 17 3 17 15 1 1 19 split_gain=15.7996 16.1948 12.8085 15.9947 11.3997 23.7356 17.8675 11.2415 13.8628 11.0264 10.7362 11.3265 10.5192 14.8274 10.7882 10.2227 9.7874 8.65726 7.425 8.70654 7.48057 8.9815 6.2247 8.35234 6.1309 14.2619 5.66366 6.07174 5.23047 11.9758 threshold=0.72389648318908495 0.37075155745882143 0.63624338321502061 0.091196342359145602 0.36997490070417438 55.195072519241698 35.198197531872673 0.8257575757575758 0.46410256410256417 62.499389250037773 43.089885869811418 43.89540657800692 30.860805881410254 0.11805555555555559 0.6563792242595583 0.45804195804195813 73.555640399344 46.045140963052802 1.0000000180025095e-35 0.78028244585457607 0.43418601421005182 0.50727176031642462 0.55829726891280151 86.522054447296298 0.99862335826171078 76.689377963221276 75.121240477873911 0.97368421052631593 0.18465909090909091 39.75696863747261 decision_type=2 2 2 2 2 2 2 2 2 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 6 -6 -3 8 10 -5 -7 -12 13 -1 -15 18 -9 -11 19 -13 -20 -22 23 -18 -4 -26 -2 -28 29 -14 right_child=2 4 24 9 5 7 -8 16 -10 17 11 15 28 14 -16 -17 22 -19 20 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.025281690987449007 0.02538417898249799 0.030673561671786254 0.041069964935014712 -0.051764789434102537 0.042192972567657652 -0.039283717547312726 -0.051103100184171475 -0.052138838349695224 -0.044584746873020512 -0.052669269366108627 0.045788225068644245 -0.052477882801164034 0.022557454061887403 -0.051480365900472648 0.03689904350329521 0.047833514403066602 0.014347003024224224 0.019285270109421018 -0.050797984013347418 0.026248674395111332 0.016508515124055718 -0.051308827669659524 0.027991180865741639 -0.051497474319783319 0.034666897393267074 -0.056777334823336967 -0.054195279965546322 0.035145007328233335 0.016685706783405307 -0.053308829439137867 leaf_weight=5.1260107085108748 17.505955882370476 2.9552240446209899 15.968437805771829 6.381971746683119 7.6605116799473754 9.0152988657355291 12.906444564461706 2.3534749150276211 15.413162847980855 2.0124587304890156 3.8989045321941402 1.6247792541980803 4.3414444811642161 8.110981520265339 1.4680412858724583 2.5292454808950415 5.2621712014079121 5.96683319658041 6.9378077983856183 5.698273628950119 4.9082371145486832 2.7379880174994469 10.470597129315136 2.5858823508024216 5.2856964319944373 2.1632099226117134 1.7841775119304648 1.1109328120946884 45.076128203421831 3.2930133417248726 leaf_count=15 34 7 26 52 12 73 112 20 136 16 5 13 12 78 3 3 24 16 66 15 17 24 26 22 10 13 11 2 136 25 internal_value=2.82719e-10 -0.00475551 0.0134356 0.00188249 -0.0126075 -0.00805817 -0.0358671 -0.0133002 -0.020647 -0.0223716 -0.0107689 -0.00169641 0.00653735 -0.0158988 -0.0379357 -0.00927275 0.00545212 0.0011376 -0.0158659 0.00878147 -0.028242 -0.00777576 0.0128511 -0.00734832 0.0305859 0.00811091 0.0189561 -0.019913 0.0127965 -0.0101664 internal_weight=222.553 164.374 58.1797 34.7623 96.958 81.0963 15.8617 73.4358 52.7637 14.3613 37.3505 28.3352 67.4156 14.705 9.57902 24.4363 20.6721 7.97929 21.9071 7.32305 14.584 7.64623 18.3187 7.84805 23.4173 7.44891 20.4011 2.89511 52.7106 7.63446 internal_count=1024 844 180 131 575 456 119 444 352 84 216 143 269 96 81 138 92 32 135 28 107 41 72 46 49 23 47 13 173 37 is_linear=0 shrinkage=0.03 Tree=7 num_leaves=31 num_cat=0 split_feature=3 3 6 7 11 9 3 14 6 16 1 19 6 14 19 19 14 15 19 17 1 11 1 19 11 11 7 11 3 16 split_gain=12.9502 9.30859 8.64618 17.8073 8.69108 15.5907 13.5167 9.85746 9.70272 7.90594 12.0157 11.1343 10.6816 9.63692 10.2995 15.7231 10.116 9.02757 8.21061 7.22088 6.98516 7.89999 12.9544 6.95266 6.59836 6.36656 6.35056 6.95943 6.30184 5.87944 threshold=0.49684701577749713 0.50887390657850273 0.99956630379945877 0.95477581061942784 0.12159573500533551 0.55829726891280151 0.73637639369454055 39.871794871794883 0.99954402034179202 30.860805881410254 0.11805555555555559 40.885403179019029 0.35674176642190103 33.02469135802469 46.659338853311375 51.636264670105319 56.808236808236813 27.338601098636921 39.703858782147428 17.579115561705688 0.73508771929824579 0.082012485844444274 0.24038461538461539 49.884686786931134 0.5355445089933043 0.27258654982846803 0.1978260859782609 1.0000000180025095e-35 0.43418601421005182 34.572693496376822 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=9 -2 4 -4 20 7 8 23 -7 10 18 26 19 28 -15 16 -16 -12 -1 -13 21 22 -3 25 -5 -6 -11 -28 -14 -18 right_child=1 2 3 24 5 6 -8 -9 -10 11 17 12 13 14 15 -17 29 -19 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.052598531263463887 0.041610733917423821 0.020282062598819022 -0.050059320936395472 0.037114509443776776 -0.051475940941172839 -0.05102130069323129 0.029211306775727017 -0.04179894236944709 0.050306920443756883 -0.05291515137497476 0.049328089692546408 0.026706013983584902 -0.049936965561238368 0.020938429390446055 -0.049564416598480182 0.0025940635707686279 -0.049244122651009484 -0.049252040413842881 0.030851638027165267 -0.048884465351288493 0.040055567966469523 0.0430036416542358 -0.055274585166088526 -0.052188124142011717 -0.021584214242942608 0.030462384394719422 -0.053510614926396673 0.027036195731688115 0.010475611066720396 0.032830586249661904 leaf_weight=1.3977077454328561 7.1704061925411215 5.5878770947456378 6.8709357827901822 4.9356884509325027 1.0105519294738785 3.6503561213612583 18.710617035627365 8.8964322507381421 1.1088560819625852 1.0710811242461229 0.90419453382491966 1.3281267285346965 6.1665955744683725 15.794672742485998 10.2102820482105 42.557640727609396 1.1235494837164872 11.094213157892225 4.4063381105661392 7.9184055961668491 12.665487833321093 4.1184304058551779 3.2186328619718552 1.594265893101692 2.6483378782868385 5.4894100204110146 1.0253321118652845 16.524409629404545 2.0775730013847351 2.6109805554151535 leaf_count=11 12 10 63 8 8 32 41 67 1 8 1 3 63 49 99 198 11 117 13 75 20 6 17 12 6 15 8 37 7 6 internal_value=-4.3891e-11 0.00885676 0.00593947 -0.0150766 0.0105387 0.00188423 0.0177291 -0.0200029 -0.0274127 -0.00615261 -0.0246812 -0.00310992 -0.00748829 -0.0039823 -0.000478055 -0.00646481 -0.0341112 -0.0418231 0.0107555 -0.038027 0.0242222 0.00870662 -0.00733264 0.00395339 0.0166169 0.0177234 0.0180021 0.0223303 -0.0347127 0.00813806 internal_weight=213.887 87.6763 80.5059 14.455 66.0509 40.4605 23.4698 16.9907 4.75921 126.211 17.8025 108.409 89.7878 80.5413 72.2971 56.5025 13.9448 11.9984 5.80405 9.24653 25.5904 12.9249 8.80651 8.09423 7.58403 6.49996 18.6208 17.5497 8.24417 3.73453 internal_count=1024 318 306 77 229 176 74 102 33 706 142 564 511 433 363 314 116 118 24 78 53 33 27 35 14 23 53 45 70 17 is_linear=0 shrinkage=0.03 Tree=8 num_leaves=31 num_cat=0 split_feature=3 3 11 16 3 16 11 16 1 11 19 1 15 15 15 15 19 7 3 3 14 3 17 9 1 19 19 15 15 3 split_gain=11.8679 7.91486 7.32637 13.7993 11.9129 12.4409 8.66152 6.79736 10.6693 10.0247 11.98 16.4571 14.0665 7.92117 7.31959 7.00212 6.93672 6.74633 10.9831 7.35601 6.43315 5.62537 15.7125 6.31566 6.24488 5.41195 9.86605 5.90215 6.67378 5.24033 threshold=0.49684701577749713 0.50887390657850273 0.12159573500533551 36.61712365540496 0.73637639369454055 37.590927318135783 0.34889712992727279 30.860805881410254 0.11805555555555559 0.41363211386884169 52.577670392221044 0.25657894736842113 37.705321989738621 27.338601098636921 47.022097183862023 51.266304059115981 39.703858782147428 0.85714286928571448 0.38129162393218891 0.41429282563917641 22.474747474747478 0.99862335826171078 76.689377963221276 0.66666666333333346 0.73508771929824579 53.265269905232039 54.843944828764144 36.350462776174844 42.792725961009403 0.11329309518403594 decision_type=2 2 2 2 2 2 2 2 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 -5 -6 8 16 17 11 12 -11 -10 -14 -16 -1 18 20 -19 -9 23 -23 24 -8 -12 -27 -28 -29 -22 right_child=1 2 3 4 6 -7 21 9 13 10 25 -13 14 -15 15 -17 -18 19 -20 -21 29 22 -24 -25 -26 26 27 28 -30 -31 leaf_value=-0.050886171027123929 0.039533510192041911 0.017668091920341973 -0.048033911538625157 0.043376121043481028 -0.04992252632780822 -0.03798973766142464 -0.049631811765889607 -0.053679879121369102 0.047729821727109337 0.040334152105038025 0.032025304851879821 -0.047908086341431254 -0.04828993101419557 -0.047716131480206543 0.019229415223366922 -0.048196467023152528 0.028690024330156053 -0.052995878421078037 -0.05006598042716822 0.0241483731756976 -0.00032276412092755385 0.021678626372503815 -0.055282420111958594 0.037178490222634662 0.05293088088882706 -0.048374673621143074 0.049832873441853692 -0.050145553877624142 0.0040534933684678127 0.027225076610803353 leaf_weight=1.2816223055124307 6.885036624968051 29.556084703654051 5.0903594382107249 2.0870096161961547 1.8103927671909357 8.9190889373421651 1.6041054129600536 1.1030090674757946 0.84643107652664085 4.6702807918191018 4.5653526857495299 14.081589814275501 5.0926908291876298 10.370356684550641 4.7245489358901978 1.9617517814040182 4.2726539559662342 3.0386271700263014 2.3118726387619963 1.7549187019467352 8.4225735738873464 9.807007700204851 3.1557864472270003 13.909678399562836 0.8011564016342162 3.7797067798674133 2.2553153038024929 2.2483251765370396 22.577214363962412 23.70898000895977 leaf_count=11 12 82 53 3 15 72 13 8 1 8 12 149 51 117 16 19 13 20 21 5 39 26 17 24 1 37 2 21 97 59 internal_value=4.86628e-11 0.00872062 0.00595614 -0.00138015 0.00426159 -0.0225609 0.0137575 -0.00592574 -0.0236758 -0.00312521 -0.0103302 -0.0241027 -0.00372376 -0.0405137 -0.0211924 -0.000553249 0.0103282 0.00865515 0.0131604 -0.0247533 0.0175586 0.0176952 0.00294249 0.0294167 -0.0154697 0.00153917 -0.00297079 0.00336629 -0.000855044 0.020004 internal_weight=206.694 83.6257 76.7407 47.1846 42.0942 11.0061 31.0881 123.068 16.7711 106.297 65.9568 30.5309 16.4493 11.2168 11.779 6.6863 5.55428 40.34 35.5464 4.79355 33.2346 29.2777 12.9628 16.3149 2.40526 35.4259 30.8606 27.0809 24.8255 32.1316 internal_count=1024 318 306 224 171 75 96 706 142 564 412 243 94 118 86 35 24 152 127 25 106 81 43 38 14 169 157 120 118 98 is_linear=0 shrinkage=0.03 Tree=9 num_leaves=31 num_cat=0 split_feature=3 7 14 14 10 6 14 19 15 1 11 19 3 11 16 1 3 3 11 14 1 10 11 17 7 1 14 6 17 11 split_gain=11.4979 6.84997 14.6503 8.26142 9.91511 11.7222 7.99659 13.8741 12.0511 9.32638 9.24934 9.19935 9.19862 8.94914 7.91208 6.88078 6.63588 6.38108 13.0998 11.3865 6.12131 9.27564 7.49002 10.1638 6.6398 5.88222 8.46811 9.13581 5.85633 8.10382 threshold=0.49684701577749713 0.16666666708333336 46.393762183235879 44.590643274853811 0.9986826595907895 0.95518760709561945 60.858585858585869 46.271546782578149 62.067973099667348 0.4701754385964913 0.20465318554575609 55.267422088656893 0.017760394001241395 0.19386422446074422 30.860805881410254 0.73508771929824579 0.50887390657850273 0.72389648318908495 0.27544730861404498 63.484848484848492 0.85164835164835184 0.9999949408586376 0.7955521877015338 70.782083693553005 0.49999999625000008 0.069047619047619038 36.851851851851862 0.97579174918051637 87.889994442627241 0.85534372268025183 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 7 14 10 11 13 -10 -8 -9 -3 -1 -2 18 -18 20 21 22 23 25 -22 -19 -27 -28 -20 -30 right_child=16 6 -4 -5 -6 -7 12 8 9 -11 -12 -13 -14 -15 -16 -17 17 19 28 -21 24 -23 -24 -25 -26 26 27 -29 29 -31 leaf_value=-0.047576756739120075 0.037439424029142139 -0.047561384420897163 -0.047469638188206313 0.037040979015175661 -0.046684076936031146 0.029922202850238652 -0.048283802249821525 -0.048628648019184595 -0.048488993662077019 -0.05017503550615092 -0.043232548592309079 0.033510430591023162 0.021257162510280807 0.051392148911306078 0.0098036954373142519 0.029619516954017967 0.015869559034705542 -0.051738047806165123 -0.047836370441715084 -0.050789788851363607 -0.012389545097635157 -0.049669173858517171 0.033348856032272341 -0.051011627412781868 0.045891582836142114 0.03516015405194494 -0.035157597037028261 0.019803447128127361 0.035722156069878844 -0.048184825272532691 leaf_weight=4.3155042119324296 6.663465864956378 2.3123250082135192 10.204472560435532 3.695305883884429 5.2786083221435538 6.5349276997148991 1.8861110247671629 1.3459354303777282 1.4949822127819041 2.20776493102312 17.429905634373426 6.9822991937398911 18.536554370075464 2.0035118460655212 33.712634347379208 1.3687718063592909 10.888086184859278 1.2846180349588454 6.7708948329091054 2.4826731644570819 2.1849522292613974 2.2565349712967864 11.231106124818323 2.7105604559183112 9.0309728309512121 9.5492864102125186 4.6983854547142965 6.4706120751798153 2.2648349478840828 1.9092322364449499 leaf_count=46 12 26 109 9 59 19 17 12 14 18 165 14 60 2 133 3 35 9 67 18 13 18 23 22 11 14 31 21 5 19 internal_value=-7.16309e-11 -0.00590901 -0.0179373 -0.00371749 -0.0123251 0.00251768 -0.00161313 -0.00659036 -0.0211449 0.00474635 -0.0344585 0.0190497 0.0148348 0.0112 0.00612162 -0.0289879 0.00876909 0.00617805 -0.00742897 0.0119022 0.0150518 0.00933066 0.0130346 0.00380267 0.034538 0.0105553 0.0144177 -0.00331664 -0.0306064 -0.00265718 internal_weight=199.706 119.31 31.3976 21.1931 17.4978 12.2192 87.912 67.4894 31.4644 10.685 20.7794 8.47728 20.4227 3.34945 36.025 5.68428 80.3962 73.7327 21.833 51.8997 49.417 38.2011 35.9446 24.7135 11.2159 22.0029 20.7183 11.169 10.945 4.17407 internal_count=1024 706 245 136 127 68 461 384 225 46 179 28 77 14 159 49 318 306 126 180 162 138 120 97 24 75 66 52 91 24 is_linear=0 shrinkage=0.03 Tree=10 num_leaves=31 num_cat=0 split_feature=3 7 14 14 10 6 16 19 14 17 11 7 1 14 14 1 3 16 11 6 14 11 11 11 19 11 17 15 7 2 split_gain=10.8615 6.25245 12.8335 7.35584 8.88975 10.112 7.01225 7.92977 12.23 10.8965 13.4137 11.5036 9.57904 11.2258 7.51102 5.83337 5.73612 6.23726 11.6829 9.8185 5.42525 5.78958 5.21155 5.01559 6.30057 5.45845 10.0234 6.50345 8.60398 7.58255 threshold=0.49684701577749713 0.16666666708333336 46.393762183235879 44.590643274853811 0.9986826595907895 0.95518760709561945 30.860805881410254 40.885403179019029 60.858585858585869 49.179826402871477 0.20465318554575609 0.50000000750000029 0.62019230769230782 33.02469135802469 67.592592592592595 0.73508771929824579 0.50887390657850273 36.61712365540496 0.091196342359145602 0.99958483522153452 50.438596491228076 0.35805860966731079 1.0000000180025095e-35 0.89814428072380637 61.186917328755129 0.74933155347879554 76.689377963221276 60.748825974644717 0.62361111249382728 0.49074074074074076 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 -3 22 9 -9 -11 12 13 -12 -10 -1 -2 18 19 -18 21 -15 -8 25 -25 26 27 28 -19 -30 right_child=16 6 -4 -5 -6 -7 7 8 14 10 11 -13 -14 20 -16 -17 17 23 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.04628601770335479 0.035848868326657721 -0.04638819813089911 -0.046148366434489337 0.035026149727447248 -0.045529946769643337 0.027399835782424144 -0.050761470265494969 -0.048129219170153628 0.020751868403832311 0.029640746039659438 -0.046925174283513137 -0.048133176626260488 -0.04751105720645165 -0.051897559498740302 -0.048695386385121039 0.025520029590072057 0.028760222498233189 -0.050782706156830851 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-0.0175698 -0.00414404 -0.0123961 0.00187742 -0.00167485 -2.6517e-05 -0.00467821 -0.0130129 -0.00702208 -0.0152909 -0.00558925 0.00260921 0.0153171 -0.0282807 0.00873045 0.00625839 -0.0119581 0.0105701 0.0123307 0.0170438 0.0185514 0.0106248 -0.0135394 0.0139062 0.00818195 0.0124221 -0.00839094 0.0103548 internal_weight=192.74 115.731 30.1029 20.4812 16.9172 11.8237 85.6283 82.5839 66.0466 46.6156 39.8219 32.4935 25.0837 20.9807 19.431 5.41967 77.0082 70.5748 13.6456 8.227 17.5386 16.2426 16.5373 56.9291 6.80642 50.1227 37.5644 34.9481 9.74445 6.75664 internal_count=1024 706 245 136 127 68 461 426 380 309 247 229 157 113 71 49 318 306 90 30 76 63 46 216 41 175 146 121 47 26 is_linear=0 shrinkage=0.03 Tree=11 num_leaves=31 num_cat=0 split_feature=19 17 2 10 14 15 15 11 9 1 10 10 10 11 19 6 10 10 19 9 3 15 6 1 19 14 14 17 6 17 split_gain=10.2157 12.1249 8.4935 8.49286 6.47128 6.36021 11.8603 5.81799 6.63207 5.76545 5.70047 5.77132 7.05232 5.64589 5.43952 5.51225 5.30681 14.0178 9.51315 6.10619 5.52126 5.03056 4.67578 4.65279 9.66548 4.36892 6.86248 7.31882 4.35841 6.93445 threshold=54.843944828764144 62.355391892788951 0.49074074074074076 0.9999949408586376 37.339743589743598 48.187726421128595 42.280200075999296 0.24262058915929322 0.66666666833333343 0.324561403508772 0.99987012035961731 0.99979472832061644 0.92288712369980386 0.03275418519993667 50.081199231125716 0.99924006583265645 0.91890853180826537 0.97612585019922704 52.577670392221044 0.4342857054960001 0.50727176031642462 47.452404832666417 0.99639858162451467 0.069047619047619038 41.944529964733803 37.339743589743598 56.808236808236813 89.797930577593604 0.35674176642190103 3.6511404627855728 decision_type=2 2 2 2 2 2 2 2 2 2 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 7 23 6 13 -2 10 -5 11 12 -9 -1 -7 -16 -3 19 -19 -18 22 -21 -20 24 -4 -10 27 -27 29 -6 right_child=3 16 4 9 28 14 -8 8 25 -11 -12 -13 -14 -15 15 -17 17 18 20 21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.051391999826859817 0.033146944018528454 -0.045522774253609816 0.027312995746700045 0.011910460492714667 0.032278116841042155 0.025866471005401289 -0.051164427807669208 0.0060216809391921899 0.038942442693195328 -0.046567483666535167 -0.047817322621883762 0.037145987755186301 -0.047519013204122058 0.020285400357142325 -0.050517314067789101 0.032446009385840024 0.033468795731351871 -0.039099856961653925 -0.045641201036814814 -0.046131127661301952 -0.045894569874288506 0.029838192969418701 0.02457925115022357 0.031202661354777596 -0.048438230020635985 -0.049270756516734605 0.024937544596130606 0.012048974537252682 -0.0061433779986647917 -0.037522704784078625 leaf_weight=1.1140142679214466 11.249636583030222 5.6155094020068637 3.4192512482404691 2.5511026531457892 1.4664040207862843 22.281135901808742 3.6237779296934596 8.0204967334866542 6.8335065990686443 3.7446500994265079 2.4812876880168906 3.1702462434768668 3.0584739968180648 8.8155811950564367 1.7933463081717484 1.2051380574703214 6.4292196705937368 16.613090842962269 1.0140966586768607 2.0251775048673157 1.8096164539456365 1.2804988548159597 5.3868076950311661 5.7947577089071274 2.7233988679945469 2.8630667552351978 12.138806931674479 4.513294480741024 23.033484004437923 10.128864903002976 leaf_count=9 22 64 8 10 3 62 28 36 13 38 23 6 30 29 14 3 17 187 11 23 20 4 19 13 24 25 34 19 132 98 internal_value=-1.08039e-11 -0.00488251 0.00151127 0.0101133 -0.00712852 0.0118716 -0.0047097 0.0139356 0.00891881 -0.0228716 -0.0058531 0.00145433 -0.00875883 0.0122438 0.0207614 -0.017173 -0.018474 -0.0140787 -0.0260438 0.0164318 0.000373611 -0.0167034 0.0134542 0.0119193 -0.00627199 0.0182985 0.0110697 -0.0117517 -0.0136948 -0.0286953 internal_weight=186.198 125.573 85.3992 60.6246 46.5662 38.833 13.5534 54.3288 43.0792 6.29575 16.7305 14.2492 11.079 9.9296 25.2796 2.99848 40.174 34.5585 24.8236 9.7349 8.21052 3.30568 6.4009 11.9374 6.14265 26.3487 19.5152 7.37636 34.6288 11.5953 internal_count=1024 768 423 256 278 145 66 208 186 48 95 72 66 38 79 17 345 281 237 44 50 27 30 45 32 91 78 44 233 101 is_linear=0 shrinkage=0.03 Tree=12 num_leaves=31 num_cat=0 split_feature=19 19 7 6 14 19 3 19 19 19 3 14 14 11 14 14 7 1 19 11 1 15 7 14 7 14 1 3 10 6 split_gain=8.97963 11.1884 8.71439 8.22774 7.83211 7.45912 6.96324 6.95826 9.01571 7.81863 7.63645 6.46298 11.6709 5.36219 5.14138 4.82695 8.45128 7.48614 6.74838 4.67414 6.12742 4.59481 5.29044 6.19863 4.43172 3.97842 3.92114 5.59605 5.30666 12.8319 threshold=54.843944828764144 48.400558795493097 0.57029200624320409 0.99928838555771293 67.592592592592595 49.610940926581463 0.99862335826171078 50.031023377356419 51.636264670105319 53.265269905232039 0.49684701577749713 45.534290271132384 63.484848484848492 0.25401201455788713 35.750035750035757 61.257309941520482 0.25000000187500004 0.75961538461538469 61.365741892614672 0.20905265171593151 0.65476190476190488 62.456476085410294 0.11805555531249991 43.025168025168028 0.76895272513848167 33.02469135802469 0.8257575757575758 0.43829777139965226 0.99845980200813611 0.9999140555050009 decision_type=2 2 2 2 2 2 2 2 2 2 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 13 -3 11 10 -9 24 -7 26 -13 -2 -15 17 -17 18 21 -4 -21 22 -16 -24 25 -10 27 28 -1 -30 right_child=4 3 19 -5 -6 7 -8 8 9 -11 -12 12 -14 14 15 16 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0069683154538650125 0.030528585674469783 -0.04482029936173567 0.029175710675785345 -0.045931161982237574 -0.045749723765459063 -0.044909087629300612 0.029283193335589125 -0.04510889003675813 -0.04779053749039773 -0.032546378621240976 0.035899494162420505 -0.045541202586945259 0.029504243345064678 0.030655088522038108 0.030992653770900207 -0.047056286819133958 0.024098566842190659 -0.048245720664346195 -0.048458745554887335 -0.046306466221369649 0.02749805473293274 0.021858075057027034 0.014348281018544289 -0.046344513133911254 -0.048723089030937229 0.018659146640607898 0.031477332836541645 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-0.00749197 0.0072262 -0.00857152 -0.0225614 0.00914256 0.0141218 -0.00142076 -0.00387219 0.000488194 -0.020392 internal_weight=180.752 121.973 77.1815 44.7916 58.779 37.5846 59.4855 32.5241 25.5575 19.5655 6.96657 54.0909 10.3321 56.5673 45.5026 38.3818 15.0877 23.2942 20.0897 17.696 4.06052 17.8902 8.60239 6.3552 13.8429 12.7461 43.7588 40.7242 35.2976 8.36002 internal_count=1024 768 424 344 256 266 369 210 184 116 26 356 97 233 210 192 56 136 104 55 25 84 55 49 63 54 259 252 208 78 is_linear=0 shrinkage=0.03 Tree=13 num_leaves=31 num_cat=0 split_feature=3 11 10 17 14 14 9 3 9 11 16 1 14 3 2 16 1 19 19 7 1 16 17 11 3 3 10 6 3 1 split_gain=8.69475 8.63553 7.69103 14.3626 11.6296 7.61592 7.57558 7.74095 6.25143 9.03571 6.2446 7.56558 5.71199 5.48814 5.07151 4.84015 5.27383 4.76066 4.02321 3.99417 7.96711 7.9575 4.76076 3.85466 3.41887 3.35392 6.06245 5.9698 2.6578 5.1272 threshold=0.72389648318908495 0.37075155745882143 0.36997490070417438 55.195072519241698 20.601851851851858 63.484848484848492 0.97368421000000016 0.46744381648193239 0.63624338321502061 0.097743444111628788 30.860805881410254 0.11805555555555559 22.474747474747478 0.6563792242595583 1.0000000180025095e-35 46.045140963052802 0.39230769230769236 39.703858782147428 39.966508307934902 0.18898809953125004 0.074175824175824148 48.819444343518519 69.005511028111826 0.34889712992727279 0.021456750914678524 0.16397072810818206 0.99974134460868724 0.38685847728476258 0.58090823663827651 0.65476190476190488 decision_type=2 2 2 2 2 2 2 2 2 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 -3 8 14 -8 9 -2 11 17 -12 -13 18 -11 -17 -1 -5 20 -16 22 -21 -18 -23 26 27 -14 -27 -30 right_child=5 2 3 6 -6 -7 7 -9 -10 15 12 13 25 -15 19 16 23 -19 -20 21 -22 24 -24 -25 -26 28 -28 -29 29 -31 leaf_value=-0.046611747238434253 0.019364802033887032 0.031071704691181676 0.037955927846381451 0.023960332503330645 -0.044928390364631983 -0.046753596710181547 0.016768830150305319 -0.04557374811298933 0.027810898551234645 -0.044945514729366282 -0.049137419311691542 -0.043988565157077178 0.011316272357791103 0.026725487927196871 0.020088886013721993 -0.04561557348862718 -0.047245013270733681 0.036442398312465513 -0.04372637849199653 -0.044919784523356383 -0.043418412484382295 0.00047066755616707184 0.015129700038314438 0.027181395682840188 -0.036812607040509718 0.020605190172364025 0.026238561760114819 -0.048697106076560796 -0.047951028137167437 0.018379012822550941 leaf_weight=0.78100135922431801 14.794331088662149 2.1915906816720954 6.0136781781911841 0.87551668658852477 10.464727714657782 1.9336179681122292 12.555497866123913 2.0910738743841639 17.59313141554594 3.6692180261015874 1.4060472473502148 6.1573668792843819 2.7065733224153501 1.1765061616897581 2.3439677506685239 1.7796686962246893 0.74694818258285511 3.0345049574971199 8.1227560639381391 1.3116241246461893 7.3611141182482243 3.2090893834829313 12.630352906882761 3.8770478442311287 7.1357423588633537 27.466597497463226 3.8995379656553268 3.3237224221229553 1.5748154297471035 3.1401645094156265 leaf_count=8 40 5 12 4 114 18 53 24 45 42 12 78 10 3 10 17 7 7 104 15 91 17 57 11 69 85 12 28 14 12 internal_value=-2.16039e-10 -0.00388907 -0.0104092 -0.00616214 -0.0317681 0.0114737 -0.0107653 0.00786825 0.0141254 0.00444311 0.00521202 -0.0148197 0.0103442 -0.0326446 -0.0171137 -0.0174728 -0.00173129 0.0194419 -0.0371406 -0.0118122 -0.0280802 -0.0053115 0.0094804 0.0151587 -0.0252469 0.0123303 -0.00291134 -0.0217613 0.0170331 -0.00377539 internal_weight=175.368 130.974 76.3067 63.6504 12.6563 44.394 57.6367 14.6466 42.4603 24.8672 54.6668 11.1494 43.5175 7.33387 42.9902 10.0729 6.40366 3.81551 8.99827 33.9919 9.70508 24.2868 13.942 4.624 10.3448 42.1114 9.92983 6.0303 32.1816 4.71498 internal_count=1024 844 575 456 119 180 444 77 162 117 269 96 173 81 367 77 35 15 108 259 101 158 72 18 86 161 50 38 111 26 is_linear=0 shrinkage=0.03 Tree=14 num_leaves=31 num_cat=0 split_feature=3 11 15 10 17 14 9 15 15 11 3 14 16 16 15 9 11 15 3 16 15 1 15 1 6 19 9 19 3 6 split_gain=7.46851 8.0192 7.07202 7.49743 13.8345 6.46732 6.40986 7.27798 8.41782 7.54162 6.643 6.26348 5.90161 5.6179 7.60503 5.41683 8.43949 4.74675 4.64274 4.58379 4.5746 3.93728 3.40631 3.10579 7.22328 3.60668 10.04 6.45623 4.03255 3.10208 threshold=0.72389648318908495 0.37075155745882143 36.926230142482041 0.36997490070417438 52.478814359409967 63.484848484848492 0.97368421000000016 43.089885869811418 43.89540657800692 0.78028244585457607 0.46744381648193239 17.543859649122812 49.230158724800638 30.860805881410254 72.247640255897025 0.63624338321502061 0.097743444111628788 62.499389250037773 0.6563792242595583 46.045140963052802 51.441049470813759 0.11805555555555559 70.100727060218972 0.18465909090909091 0.28389176569234903 48.400558795493097 0.37581169000000009 51.636264670105319 0.16397072810818206 0.96453178178032339 decision_type=2 2 2 2 2 2 2 2 2 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 11 -5 15 7 -6 -9 22 29 -4 20 14 18 16 -2 -18 -1 -19 -11 -14 -10 24 -15 -25 -27 -28 -29 -8 right_child=5 2 3 4 6 -7 10 8 9 12 -12 -13 21 23 -16 -17 17 19 -20 -21 -22 -23 -24 25 -26 26 27 28 -30 -31 leaf_value=-0.034026131440996782 0.018516449978671707 0.017668098113702742 0.036216528635771114 0.040610689514712514 -0.042596308916298904 -0.045406138195416904 -0.016067007339511111 0.032262180410799896 -0.038632090836755645 -0.042876489470382834 -0.04457684661086684 -0.043909469984789735 0.018651541162390525 0.018295058614152624 0.040327969072806731 0.026030539092199014 -0.043562985132863517 -0.045722204925130946 0.033720367156252047 0.01500261099921019 0.023327593844859627 -0.045487744600300063 0.015638468816947994 0.020987461542944074 -0.047121159036035816 -0.046366897647929145 -0.045666705505208668 -0.048809639988152506 0.028934972440963953 0.022197288190719221 leaf_weight=7.7225534208118898 14.485520236194136 7.4543192833662024 0.96770015358924766 4.6747108027338973 9.3089829348027688 1.7682564668357361 2.4392612725496283 3.3976786434650448 11.941989075392486 1.0884604305028895 2.0773224979639044 9.475881200283764 1.164031036198139 3.5783832520246497 1.8892860263586033 17.234109692275524 3.8409913629293424 1.5069024041295049 1.0320989862084387 4.3433102816343307 6.8567590564489365 3.3128477856516838 1.1402609199285496 22.236309438943863 2.63992540538311 3.0722601264715168 1.3806344345211989 0.64364006370305915 8.949537627398966 8.7355332523584348 leaf_count=91 40 30 2 8 123 18 19 9 140 13 24 110 4 11 3 45 46 15 2 16 24 33 5 65 26 32 13 5 21 31 internal_value=-8.72503e-11 -0.00366001 -0.0100424 -0.0131448 -0.00880277 0.0107802 -0.0132913 -0.0195264 -0.0120959 -0.0180053 0.00468703 -0.036485 -0.00126393 0.00523134 -0.0142593 0.0131794 0.00401864 -0.0176514 -0.0260394 -0.000638935 0.0142579 -0.0288109 -0.0339018 0.0101126 -0.00947679 0.01347 0.00156902 0.0149893 0.0237188 0.0138449 internal_weight=170.359 127.18 74.0357 66.5814 56.1378 43.1791 51.4631 38.211 28.902 25.5043 13.2521 10.4436 12.4221 53.1446 10.6439 41.4108 24.1767 9.6912 8.75465 5.85021 7.94522 4.47688 13.0822 42.5007 6.21831 36.2824 14.0461 10.9738 9.59318 11.1748 internal_count=1024 844 575 545 433 180 425 351 228 219 74 112 74 269 96 162 117 77 93 31 37 37 145 173 37 136 71 39 26 50 is_linear=0 shrinkage=0.03 Tree=15 num_leaves=31 num_cat=0 split_feature=3 3 7 14 14 10 6 16 19 14 17 11 7 1 14 9 3 1 3 11 14 9 11 15 11 14 11 16 17 11 split_gain=6.73229 4.55222 4.34941 9.53111 5.15997 6.47657 7.93074 5.01727 5.66681 8.79414 7.82275 9.69132 8.20242 6.90935 7.91761 5.7042 4.60419 4.41623 4.18299 8.56217 5.80417 4.68869 7.41176 4.37735 4.17598 4.11936 4.16818 4.10508 3.57439 5.3952 threshold=0.49684701577749713 0.50887390657850273 0.16666666708333336 46.393762183235879 44.590643274853811 0.9986826595907895 0.95518760709561945 30.860805881410254 40.885403179019029 60.858585858585869 49.179826402871477 0.20465318554575609 0.50000000750000029 0.62019230769230782 33.02469135802469 0.15812500262734377 0.017760394001241395 0.73508771929824579 0.72389648318908495 0.27544730861404498 63.484848484848492 0.63624338321502061 0.097743444111628788 62.499389250037773 1.0000000180025095e-35 50.438596491228076 0.35805860966731079 46.045140963052802 87.889994442627241 0.85534372268025183 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 -4 24 10 -10 -12 13 14 -13 -11 -17 -1 19 -3 21 22 -20 -24 -9 26 -16 -25 -21 -30 right_child=1 18 7 -5 -6 -7 -8 8 9 15 11 12 -14 -15 25 16 -18 -19 20 28 -22 -23 23 27 -26 -27 -28 -29 29 -31 leaf_value=-0.042933917106577249 0.033404066136319528 0.013341594999143893 -0.042444363188196749 -0.042394291382117678 0.032370114982341061 -0.041695624920718724 0.026328386158765826 -0.04735275320010604 -0.044323193728407519 -0.044171452673783779 0.027367137493462146 -0.042797356591250578 -0.04417428026190575 -0.043545136222284904 -0.04816961669696522 -0.044384584989136944 0.02358757558800419 0.023409713441307073 0.017509547241564574 -0.043008694306416295 -0.044359585280538433 0.024537786139877758 -0.042656289716409508 -0.044728999278723362 0.021006826147281131 -0.043385265265074323 0.019669518684485045 0.014132237522895085 0.031545572949315946 -0.043715744618027595 leaf_weight=3.5782915018498951 5.5675864070653907 9.1651589944958705 2.563199993222951 8.1318448483943921 3.0454765334725371 4.2616307772696009 5.6334911324083805 0.85449972748756309 5.668484926223754 1.3845862224698091 6.2905431836843482 2.9349446184933283 6.2356490641832343 3.5296548567712298 0.86872246116399665 0.95595439523458381 14.513040319085119 1.2078237682580946 14.164686284959318 5.4752060584723932 1.6827781163156021 16.934882666915655 3.6332954019308072 1.4199120625853536 13.681996405124663 1.1577051356434811 13.213605295866726 4.2827208265662193 1.8157966956496241 1.6239011026918886 leaf_count=46 12 35 35 109 9 59 19 8 62 17 18 37 72 44 8 9 45 3 40 67 18 45 46 15 38 13 55 16 5 19 internal_value=-1.06709e-10 0.00745084 -0.00491431 -0.0155031 -0.00316717 -0.010539 0.00220406 -0.00120678 0.000275907 -0.00400479 -0.0116799 -0.00627436 -0.0138485 -0.00513601 0.00232319 0.0141655 0.019387 -0.0261914 0.00505049 -0.00701952 0.0102318 0.0125037 0.00383171 -0.0169206 0.0169884 0.0110126 0.0154846 -0.000523761 -0.0279522 -0.00398573 internal_weight=165.477 65.7659 99.7111 25.8586 17.7267 14.6812 10.4196 73.8526 71.2894 56.7529 39.8993 34.2308 27.9403 21.7046 18.175 16.8536 15.469 4.78612 60.1983 18.0801 42.1183 40.4355 23.5006 9.33593 14.5365 15.24 14.0823 5.70263 8.9149 3.4397 internal_count=1024 318 706 245 136 127 68 461 426 380 309 247 229 157 113 71 54 49 306 126 180 162 117 77 46 76 63 31 91 24 is_linear=0 shrinkage=0.03 Tree=16 num_leaves=31 num_cat=0 split_feature=3 3 15 19 7 15 9 9 7 16 6 7 15 6 3 15 14 16 6 1 1 7 3 17 16 14 15 3 16 7 split_gain=5.88925 4.12462 4.03898 4.13466 6.29232 4.88365 4.56853 6.05096 5.45961 4.07186 3.90949 7.80268 6.26049 4.85456 6.5844 6.60605 6.01319 5.88224 3.74865 4.94808 3.37349 3.209 4.71491 4.61391 5.11044 3.17361 3.32786 5.16191 4.35441 2.90468 threshold=0.49684701577749713 0.50887390657850273 37.379610326174337 40.885403179019029 0.12499999718750003 38.317677186064678 0.97368421000000016 0.50000000375000009 0.90000000225000021 61.269841119523804 0.998859511401197 0.69883720022325602 60.748825974644717 0.86302248054119735 0.67211499245430273 75.121240477873911 23.571428571428573 43.172043131720436 0.96453178178032339 0.21825396825396828 0.97368421052631593 0.66666666333333346 0.32156330849512121 25.923643148104102 32.322303902343755 28.078078078078082 70.100727060218972 0.27749974649368048 23.472222083333339 0.23166369002891379 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 29 4 -4 -5 7 8 9 25 13 20 -13 14 -3 17 -15 -16 -8 -20 -12 22 23 24 -6 -7 27 28 -27 -1 right_child=1 10 3 5 21 6 18 -9 -10 -11 11 12 -14 16 15 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.018751974728438269 0.032168458896270485 -0.044718878258187489 -0.042133123603481239 -0.042021780859266201 0.028242506033344789 -0.042052132351783594 -0.020529303681327573 -0.042347837947759107 -0.044490026655846858 0.044509362310705285 -0.043174291156841474 -0.045588570820920368 0.026692123148778328 -0.049988777146419736 -0.045383375819835467 -0.047928994102694626 0.019812546380921028 0.019624471581267545 -0.043640396901304307 0.027458697871953843 0.011426602255330905 0.035401392656715075 -0.047898163268582095 0.026264040234592619 -0.05145520675202634 -0.041946082857370337 0.032123244765380705 -0.027315055458082337 0.0017301945529277921 0.02141090187906847 leaf_weight=2.0299516655504695 5.3916516453027716 2.8889252468943623 2.106711499392989 4.0418585091829291 1.2276300415396675 2.2345078252255908 2.8580373376607886 5.2310035191476336 3.5012759044766417 1.4135165214538563 5.3371581472456437 1.3350083902478216 5.6121766194701195 1.1596714779734636 1.4070405215024937 1.8652030751109112 26.335022419691086 11.421794101595877 0.99735633283853342 7.5478682518005371 1.2585633136332033 4.223970115184783 1.3492702916264523 6.4835962504148483 1.7654982209205625 2.2142099104821709 2.0286545604467383 8.9517760686576349 28.460443377494812 8.037901394069193 leaf_count=19 12 30 29 53 5 28 27 71 38 2 66 14 12 9 14 16 99 39 11 23 7 8 13 21 12 31 6 96 185 28 internal_value=-1.32121e-10 0.00705851 -0.00467226 -0.00676227 0.00642649 -0.0100189 -0.00804227 -0.0116837 -0.00839698 -0.00560751 0.00474901 -0.00938551 0.0128023 0.00899552 -0.0033155 0.00482462 0.0168685 0.0124945 0.00921281 0.0191604 -0.0327556 0.0132239 0.00457096 0.0120414 -0.0187672 -0.00722159 -0.00535317 -0.00727175 -0.00142252 0.013313 internal_weight=160.717 64.0122 96.705 86.6372 17.1567 69.4805 65.4386 54.0354 48.8044 45.3031 58.6206 13.5429 6.94719 45.0777 17.583 14.694 27.4947 12.8288 11.4033 8.54522 6.59572 15.05 10.826 9.47672 2.99313 43.8896 41.6551 39.6264 30.6747 10.0679 internal_count=1024 318 706 659 88 571 518 457 386 348 306 99 26 207 99 69 108 53 61 34 73 59 51 38 17 346 318 312 216 47 is_linear=0 shrinkage=0.03 Tree=17 num_leaves=31 num_cat=0 split_feature=3 7 14 16 14 10 6 11 14 1 7 2 7 15 1 3 15 11 15 2 10 17 15 1 7 17 17 9 14 9 split_gain=5.37951 3.92222 8.55412 4.53955 4.48092 5.69075 6.49632 4.31159 5.33519 6.49838 6.2493 5.50689 4.38643 4.21027 4.12409 3.80497 3.79789 7.80513 4.48454 3.77803 7.37825 6.42547 6.49697 5.85525 5.14784 8.46753 4.97272 3.55582 3.27441 3.1533 threshold=0.49684701577749713 0.16666666708333336 46.393762183235879 30.860805881410254 44.590643274853811 0.9986826595907895 0.95518760709561945 0.43331212952061443 60.858585858585869 0.57518796992481214 0.50000000750000029 0.61486486486486502 0.23166369002891379 62.067973099667348 0.73508771929824579 0.50887390657850273 50.358582922520206 1.0000000180025095e-35 66.588585611902587 1.0000000180025095e-35 0.9999949408586376 44.503010927827496 55.44144825564625 0.88194444444444453 0.62361111249382728 52.478814359409967 87.889994442627241 0.40652173913043482 41.885964912280706 0.19090908640000001 decision_type=2 2 2 2 2 2 2 2 2 2 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 14 12 9 10 13 -10 -5 27 -1 -2 17 -14 -18 24 21 23 26 -21 25 -17 -23 -9 -29 -19 right_child=15 3 -4 7 -6 -7 -8 8 11 -11 -12 -13 16 -15 -16 19 18 29 -20 20 -22 22 -24 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.041549997476581987 0.031308103023246346 -0.041289119656323786 -0.041206073353539756 0.046592653247194686 0.031085154886392997 -0.040413777458795583 0.024359816888679164 -0.042772950010176912 0.020401496832956709 -0.042360817525316112 -0.042182515949187156 -0.043886953909619275 -0.047300260324649998 0.024098497563744804 0.024802414361674397 0.021893473133578627 -0.032079898712406338 0.024462235298858683 0.024123785066021999 -0.046524224626659505 -0.04269726271972793 -0.04335782553680681 0.016802586638384048 0.013388660377765246 0.030749756192271983 -0.033921432732727332 0.015400095076065856 0.0067009143584863089 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0.00322543 0.00952231 -0.0241487 0.0150866 0.000326557 -0.0199246 -0.00815331 -0.000516598 0.0166363 internal_weight=156.627 94.3236 24.3039 70.0196 16.6713 13.7786 9.8315 67.5999 36.7988 26.423 20.8577 10.3758 30.8011 17.3158 4.43991 62.3036 28.2632 22.1274 6.13588 57.0642 37.0241 33.5492 27.2751 6.27409 20.0402 10.3175 5.40662 12.1047 9.91708 20.2496 internal_count=1024 706 245 461 136 127 68 426 279 231 159 48 147 113 49 318 144 97 47 306 225 183 136 47 81 59 50 96 68 79 is_linear=0 shrinkage=0.03 Tree=18 num_leaves=31 num_cat=0 split_feature=19 19 7 6 6 1 14 3 17 16 1 11 10 16 7 17 10 6 17 3 17 14 14 7 19 1 19 6 1 11 split_gain=5.165 8.52897 5.80718 5.70932 5.21105 5.58309 5.21092 4.69701 4.47706 4.2674 5.26189 4.16888 3.90442 3.87752 4.13492 3.70974 6.40311 9.088 4.65649 5.70274 4.92754 3.56054 3.91875 5.77646 5.18633 4.84752 3.52263 4.30829 3.33877 3.05024 threshold=54.843944828764144 48.400558795493097 0.57029200624320409 0.99928838555771293 0.99918662710807493 0.17424242424242423 67.592592592592595 0.99862335826171078 25.923643148104102 39.748677266975314 0.10263157894736842 0.25401201455788713 0.99995743658303604 55.514211976670886 0.69999999603333352 55.018963634816672 0.98781538592819684 0.95518760709561945 49.007874055505773 0.31000052468826317 38.546566045719111 35.750035750035757 61.257309941520482 0.25000000187500004 61.365741892614672 0.75961538461538469 43.976898838882086 0.66406920932186486 0.62019230769230782 0.20905265171593151 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 5 9 11 8 -1 -3 -11 -2 13 -7 28 18 17 -17 19 20 -10 -13 24 -24 25 -23 -20 -28 -15 -4 right_child=6 3 29 -5 -6 12 -8 -9 15 10 -12 21 -14 14 -16 16 -18 -19 26 -21 -22 22 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.030253731927452936 0.027879033168292326 0.035469537040632597 0.026127191111971298 -0.042320375586291495 0.038167774200139545 -0.036623339635801097 -0.041921009777921077 0.027091839209595764 0.022178571304090219 -0.042851489886644105 0.022793570043823364 0.026662439492600949 0.0044256144590035093 -0.043580783884072952 -0.043121552111306083 -0.029705312791913629 -0.031263063975604126 0.032410987605776528 0.031427930961730757 -0.043995883982622844 -0.02403527660260843 0.0050538037743541233 -0.04289370373477145 0.021744614252531571 -0.046320350600601426 -0.043410602936384261 0.022784816528118333 -0.045474558180046948 0.02680072586666421 -0.0063396718952498238 leaf_weight=5.5950720533728591 9.2674593925476056 3.1745603233575883 11.819847904145716 5.9101931788027278 1.8856546841561783 12.177707683295017 1.8194258175790299 4.4737510606646529 5.5535089820623416 2.2077988721430302 2.1881079114973545 6.0333411172032347 4.3912580832839003 0.76685739308595602 1.8290220797061918 3.7154052965343016 8.2001943811774236 4.936129242181778 7.7074085436761361 2.8323599249124518 3.3165601305663586 15.370818287134176 1.3982678018510331 11.299905911087988 2.5861622169613829 2.11275940388441 2.0399467870593075 1.4056028872728346 2.9029755853116512 3.3403180576860896 leaf_count=54 23 8 30 78 4 146 23 13 23 27 8 18 31 10 21 43 110 15 23 33 30 84 18 38 26 26 9 16 11 25 internal_value=1.8497e-10 -0.00385725 0.00271742 -0.0152622 -0.0101892 -0.0132658 0.00791506 -0.0022337 -0.0051297 0.00896477 -0.010176 0.00980138 -0.0208921 -0.0271816 -0.00627197 -0.00158951 -0.0122685 0.00573512 0.00628433 -0.00693512 0.004899 0.00548363 0.00158412 0.0146269 -0.0066681 -0.000802757 0.0201551 -0.00506142 0.0120936 0.0189736 internal_weight=152.258 102.37 64.9361 37.4341 31.5239 29.6383 49.8881 49.7759 45.3022 7.57047 4.39591 48.0687 22.0678 17.6766 5.49886 39.7071 16.8517 8.65153 22.8554 11.7024 8.87007 38.8013 32.7679 12.6982 20.0697 17.4836 11.153 3.44555 3.66983 15.1602 internal_count=1024 768 424 344 266 262 256 369 356 43 35 233 219 188 42 302 168 58 134 86 53 210 192 56 136 110 48 25 21 55 is_linear=0 shrinkage=0.03 Tree=19 num_leaves=31 num_cat=1 split_feature=19 19 6 10 7 19 14 3 14 14 1 19 6 9 11 16 1 20 15 11 7 11 1 19 19 10 14 10 19 1 split_gain=4.85369 7.65752 5.27768 4.9664 4.91625 4.8496 4.59429 3.99856 4.23961 7.92151 3.9124 3.72061 4.08788 4.88593 3.43422 4.25649 5.34186 4.53514 2.86311 5.40982 2.84896 2.67971 4.09605 2.50502 3.59005 8.32438 3.46604 6.99876 5.32318 4.82133 threshold=54.843944828764144 48.400558795493097 0.99928838555771293 0.9999949408586376 0.57029200624320409 49.610940926581463 61.257309941520482 0.99862335826171078 45.534290271132384 63.484848484848492 0.324561403508772 49.772413581917931 0.99918662710807493 0.49999999625000008 0.058039049595733465 46.666666816666677 0.4701754385964913 0 63.052914818716417 0.46258503542414003 0.40824915518097654 0.20905265171593151 0.65476190476190488 34.456932345825514 35.198197531872673 0.1698657702988309 36.515151515151523 0.99845980200813611 46.659338853311375 0.34523809523809529 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 14 7 -3 11 8 23 -10 -5 -7 13 -13 -2 16 -16 18 -17 -20 -21 -6 -23 -1 -25 -26 27 29 -28 -27 right_child=3 2 -4 10 21 6 -8 -9 9 -11 -12 12 -14 -15 15 17 -18 -19 19 20 -22 22 -24 24 25 26 28 -29 -30 -31 leaf_value=-0.044025899666395897 0.031272151192268081 -0.040624430898385237 -0.041589974523008055 0.011880266933978017 0.024151358813674494 0.029591102356254617 -0.041679543784930467 0.025247042902529035 -0.041015773456597952 0.027349356849550258 -0.042000938384477257 -0.042204543594312416 0.037179291208536622 -0.0025212135716027669 0.020495583132521297 0.018540731906159572 -0.04215643018220766 -0.044011072550235023 0.027036071380502884 0.015400410962390223 -0.045265067014406531 -0.042165544856681773 0.024798348917506177 0.033531901256924339 -0.044427281767039271 0.014819489241023661 0.02037486337366445 -0.040667036490289653 -0.041719107824732142 -0.044106873428125387 leaf_weight=1.1478241905570019 6.42768321186304 4.0169615708291557 5.6061681434512129 2.0243461430072776 11.757113352417944 3.1169175170362058 2.7860775701701632 4.3515329435467711 6.2318167164921743 2.0197836235165596 3.0256336480379105 3.4177442975342336 1.8318238258361805 15.260687958449124 2.0047124847769728 24.444644603878263 3.1482573822140694 1.2678290493786324 2.7990621626377097 0.95573953166604075 2.570516150444746 1.5405112728476518 1.7628645971417425 2.8089321516454211 3.6573262549936798 8.7122131735086459 12.623637977987526 3.9542636014521113 1.378211062401532 1.4589173607528199 leaf_count=13 14 56 78 10 30 9 36 13 89 8 38 45 4 116 6 95 40 14 8 5 26 19 6 7 40 41 62 59 19 18 internal_value=-1.10167e-10 -0.00379932 -0.014842 0.00776292 0.0024768 -0.00991416 -0.0052437 -0.00218574 -0.00489924 -0.0242817 -0.020402 -0.000947251 -0.00558813 -0.00978239 0.0110238 0.00752422 -0.0177823 0.0115945 0.0138857 -0.00410417 -0.0288226 0.0174436 -0.0064299 -0.00042441 0.0010223 -0.0018507 0.00368544 -0.00679952 0.0142629 0.00636726 internal_weight=148.11 99.4413 36.0364 48.6684 63.4049 30.4302 26.4133 48.3445 43.9929 8.2516 5.04998 23.6272 20.5103 18.6784 43.6184 37.1908 5.15297 32.0378 30.77 6.32532 3.52626 15.0605 3.30338 35.7413 34.5935 31.7846 28.1272 14.1254 14.0018 10.1711 internal_count=1024 768 344 256 424 266 210 369 356 97 48 174 165 161 208 194 46 148 134 39 31 55 25 259 246 239 199 118 81 59 cat_boundaries=0 1 cat_threshold=1 is_linear=0 shrinkage=0.03 Tree=20 num_leaves=31 num_cat=0 split_feature=19 17 6 17 7 14 14 17 9 10 14 10 10 19 9 6 6 15 15 11 16 10 19 10 11 7 3 15 10 6 split_gain=4.48047 7.27411 5.11106 5.21307 6.44934 4.99542 4.54868 7.41894 5.24798 4.43573 4.34707 3.36459 7.75292 5.98238 3.43474 3.34732 3.75401 3.30442 3.23188 3.13397 3.50565 4.8295 5.11525 4.32042 4.08797 2.77805 2.75044 2.64331 2.60544 6.08795 threshold=54.843944828764144 62.355391892788951 0.9999232095811722 48.719291135760791 0.18065267642261776 37.339743589743598 60.858585858585869 5.0449727447399022 0.93160714667755118 0.9999949408586376 58.055555555555564 0.91890853180826537 0.97612585019922704 52.577670392221044 0.4342857054960001 0.99924006583265645 0.99639858162451467 47.452404832666417 37.49879720952611 0.24262058915929322 61.681547104910742 0.95352381100324624 59.215140316609812 0.99987012035961731 0.80247758129407532 0.85714286928571448 0.57130825532815621 55.535604307341643 0.99985549643774885 0.92365541942101947 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 7 -7 -9 19 -5 -3 14 -14 -13 16 -15 -16 -6 25 23 22 26 24 -21 -2 -22 -8 29 -26 right_child=9 11 -4 10 5 6 27 8 -10 -11 -12 12 13 15 17 -17 -18 -19 -20 20 21 -23 -24 -25 28 -27 -28 -29 -30 -31 leaf_value=-0.040707457133529301 0.037895306021386535 -0.040292021126837309 -0.043113927230330897 0.014130817465767848 -0.047958958795045796 0.036280701322817049 0.022811957595285773 -0.042733691626131082 0.034062173433556907 -0.019609994404979812 -0.041810585001878106 0.028834665049745557 -0.033969905928604674 -0.039880104181882724 -0.040929408517075334 -0.039444349911301996 0.026093044780826909 0.028312008669744298 0.01730124335388963 -0.020601655371196719 0.034842136078926771 0.026924836727244338 -0.045614217113275339 -0.042504065996763395 0.021005177292529584 0.00069687982896562755 -0.014930771490645093 -0.041615246274143099 0.041843516305310628 -0.043966076016374631 leaf_weight=4.0277970731258419 6.0580369085073453 4.3220894411206272 2.1931500583887091 31.16272571310401 0.72390504181385296 1.5804078504443158 3.7876803725957862 7.5221163891255838 0.89629045873880375 4.8528738841414443 1.3024293929338444 4.9049853011965778 12.566239893436434 0.96334023028612037 1.5832125842571261 1.3866313360631464 3.9970490410923958 1.0199088603258131 12.077464822679756 4.5714446119964149 2.296638227999213 11.755369026213883 1.9799432381987569 2.216068483889102 5.2547542974352819 2.5749015286564827 1.7687605023384092 0.67531129717826832 2.2885152101516724 1.7237848080694673 leaf_count=58 12 64 27 146 6 4 16 91 2 48 17 17 187 14 23 22 14 4 48 43 5 35 20 27 21 10 13 8 3 19 internal_value=1.37338e-10 -0.00370231 0.00191574 0.00346471 -0.00527317 -3.81948e-05 -0.0121201 -0.0233608 -0.0345574 0.00756186 0.0118866 -0.0157539 -0.0117398 -0.0219788 0.0140527 0.00176182 0.0132806 -0.0138005 0.0136108 0.0106653 0.006551 0.015719 -0.00607124 -0.0036141 0.00261366 0.0268003 0.0131871 0.0130632 0.0140658 0.00495648 internal_weight=144.034 96.6927 65.9493 63.7561 31.291 27.2632 14.4618 9.99881 8.41841 47.3411 32.4652 30.7435 26.4214 18.9133 7.50811 6.34702 4.96039 2.60312 12.8014 42.4882 33.8553 17.8007 6.04534 16.0546 13.8385 8.63294 4.0654 4.46299 9.26705 6.97854 internal_count=1024 768 423 396 233 175 121 97 93 256 163 345 281 237 44 50 28 27 54 208 186 73 38 113 86 22 18 24 43 40 is_linear=0 shrinkage=0.03 Tree=21 num_leaves=31 num_cat=0 split_feature=3 11 15 1 19 16 15 14 3 14 9 17 15 3 11 1 14 19 10 15 15 15 3 17 19 9 19 1 15 15 split_gain=4.26567 5.54984 5.41562 5.30197 5.69907 4.54171 5.33318 3.86886 3.81215 3.77861 3.52732 5.38447 3.23469 3.19343 2.88337 2.84591 6.22724 3.43787 2.77702 4.93178 2.745 2.68883 2.44088 6.05422 2.42502 6.67323 3.91546 2.93559 8.5401 4.54578 threshold=0.72389648318908495 0.41363211386884169 36.926230142482041 1.0000000180025095e-35 52.577670392221044 30.860805881410254 72.247640255897025 63.484848484848492 0.56079672409780368 22.474747474747478 0.63624338321502061 55.195072519241698 62.496766859970684 0.6563792242595583 0.60267944014956132 0.8257575757575758 49.005847953216382 54.843944828764144 0.99986789171774804 50.406786901391165 64.147491065924527 75.364829084636511 0.99862335826171078 76.689377963221276 48.400558795493097 0.37581169000000009 51.636264670105319 0.70714285714285718 40.556266867261066 50.68698899927265 decision_type=2 2 2 2 2 2 2 2 2 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 20 6 13 10 12 -7 11 21 15 -1 -14 16 17 -6 19 -17 -5 -2 -12 -24 27 -26 -27 28 -11 -30 right_child=7 2 3 4 8 9 -8 -9 -10 24 22 -13 14 -15 -16 18 -18 -19 -20 -21 -22 -23 23 -25 25 26 -28 -29 29 -31 leaf_value=-0.031424413811029936 0.015377961054674703 0.017464982867332873 0.0099577581880438849 -0.032569295426764906 -0.039271319885678356 -0.044859262738169939 0.037463893074181125 -0.040973982156758897 -0.040517095440060179 -0.044598248792297165 0.030920016054797203 -0.027838717585878352 0.021000536044949773 0.030688475817881873 -0.041899882585324427 -0.043658412473529466 -0.040751352645676739 0.020203986561601901 0.026693821523971099 0.028740971296379814 0.016607280149239432 -0.022418128518737184 0.026481508972239179 -0.048120296996672543 -0.041424574075076805 -0.041368730900949099 0.019110860091508808 0.03110036781770649 0.024596883110436573 -0.020999511220783112 leaf_weight=6.7899449989199621 13.784953862428667 6.0638295598328105 7.9713577292859545 16.864108450710777 1.0692779310047713 1.133293393999337 1.4888945072889326 1.3426672592759121 2.7934803552925578 2.3103526793420377 9.6390522643923742 4.108692228794097 0.83686910569667761 0.83677341789007176 3.0330542996525764 1.701518047600983 3.5938714556396008 4.8067351244390011 5.679046843200922 1.6857192814350126 1.0874454155564297 1.9313318468630303 3.3369245305657378 1.3855646252632139 2.7452877685427639 1.0939414873719222 8.0734373629093152 7.9582529291510573 12.48838211968541 2.3359203562140456 leaf_count=98 52 28 49 249 17 12 3 18 39 25 24 49 4 2 38 20 49 20 21 6 5 16 9 12 37 13 30 19 40 20 internal_value=-6.54727e-11 -0.0030546 -0.009341 -0.0125206 -0.016673 0.00455306 -0.0144709 0.00897924 -0.00747102 0.00909999 0.0109411 0.00273932 -0.00335099 -0.0246096 -0.0282977 0.0018573 -0.00964445 0.00938106 0.0138711 -0.00762756 -0.0295903 0.0107333 0.0222631 0.00459356 0.0107525 -0.000393448 0.0118938 0.0160439 0.00905092 0.0174121 internal_weight=139.97 104.441 57.1863 51.1225 43.1511 47.2545 9.11561 35.5292 25.1996 38.1389 34.1865 19.825 22.4061 7.62672 3.86992 18.5362 9.46988 5.87601 9.06628 3.38724 17.9516 15.7163 14.3615 4.72249 37.0056 11.9127 9.16738 25.0929 17.1347 14.8243 internal_count=1024 844 545 517 468 299 103 180 214 196 162 117 175 100 42 133 86 37 47 26 254 68 45 21 184 80 43 104 85 60 is_linear=0 shrinkage=0.03 Tree=22 num_leaves=31 num_cat=0 split_feature=19 19 6 19 10 14 11 16 6 1 16 6 15 6 1 19 6 9 1 14 10 11 16 10 19 10 11 15 3 6 split_gain=4.07534 6.27249 4.34354 4.0475 4.02234 3.87114 3.5057 3.94814 3.74266 3.35693 3.31727 5.10066 3.82856 4.49867 3.15267 3.00125 3.35592 4.09651 2.74972 5.40739 4.19909 2.60452 2.961 3.87388 4.28307 3.74134 3.32 2.49047 2.72732 2.41575 threshold=54.843944828764144 48.400558795493097 0.99928838555771293 49.610940926581463 0.9999949408586376 61.257309941520482 0.60267944014956132 48.717948756410259 0.99997618788042197 0.324561403508772 30.860805881410254 0.95518760709561945 53.895080544470041 0.98841791479206254 0.24038461538461539 49.772413581917931 0.99918662710807493 0.49999999625000008 0.90454545454545465 45.534290271132384 0.9999949408586376 0.24262058915929322 61.681547104910742 0.95352381100324624 59.215140316609812 0.99987012035961731 0.80247758129407532 70.100727060218972 0.87243824132241599 0.99986348347970677 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 -3 21 15 8 -8 10 -6 11 -1 13 -13 -9 -5 17 -17 19 29 -21 -2 25 24 -24 26 27 -23 -29 -12 right_child=4 2 -4 5 9 -7 7 14 -10 -11 18 12 -14 -15 -16 16 -18 -19 -20 20 -22 22 23 -25 -26 -27 -28 28 -30 -31 leaf_value=-0.039126089820007988 0.02565776823880769 -0.039158282549197627 -0.039931293442688962 0.027801870089114031 0.011374959025185908 -0.040249408020311003 -0.03175578298578835 0.024752197318734546 -0.039942246220887413 -0.040397160072624047 0.0098729201587506987 0.021855204586223691 0.027825280226839527 -0.039041427885154509 -0.040991820014149208 -0.040585287005889335 0.035239805765229136 -0.0024630873178718973 0.033142334004920462 -0.041427704934265785 0.043624377901285927 -0.041367735572429239 0.012747247203010563 0.025618019266415725 -0.043918843010040703 -0.041108525834331021 0.013515982561469315 0.027831310669058688 -0.044349803581815381 0.041196676826001616 leaf_weight=3.2408012002706519 8.1492359638214094 3.6074092313647297 4.9709411598741999 2.826326731592423 1.9234540686011303 2.529025573283433 5.2425750121474248 2.7439191713929181 1.5892848148941983 2.7227835655212402 26.263260230422024 1.8881534188985805 3.7198166996240616 2.5886089652776718 0.8629016876220702 3.0856511630117955 1.6736509017646302 14.264642436057327 4.5218287855386725 2.9705231972038741 0.63391745090484608 2.1652666404843357 3.823080305010083 11.078842349350451 1.7499707229435442 2.009731449186801 8.7167559377849084 1.442456763237715 0.69962497428059567 2.4200644567608824 leaf_count=54 22 56 78 9 10 36 75 11 24 38 131 8 10 43 12 45 4 116 11 40 1 29 18 35 20 27 43 6 8 4 internal_value=1.68306e-10 -0.00361637 -0.0140896 -0.0094996 0.0074507 -0.005111 0.00226533 -0.015135 0.0053551 -0.0189645 0.00684723 -0.00726495 0.00533246 -0.0133572 0.00902349 -0.00104396 -0.00532949 -0.0092429 0.0112321 0.00816365 -0.0264695 0.0105317 0.00664143 0.0153553 -0.00504624 -0.00301031 0.00286857 -0.0186785 0.00425625 0.0125158 internal_weight=136.125 91.6433 32.9576 27.9867 44.4812 24.3793 58.6857 8.8494 49.8363 4.64624 48.247 11.4374 8.19658 4.47676 3.60682 21.8503 19.0239 17.3503 36.8096 32.2878 3.60444 39.835 31.6857 16.6519 5.57305 15.0338 13.0241 4.30735 2.14208 28.6833 internal_count=1024 768 344 266 256 210 424 98 326 48 302 115 61 51 23 174 165 161 187 176 41 208 186 73 38 113 86 43 14 135 is_linear=0 shrinkage=0.03 Tree=23 num_leaves=31 num_cat=0 split_feature=3 11 15 10 17 9 15 15 11 3 3 10 9 11 16 15 19 16 15 1 7 15 16 3 16 11 16 11 15 3 split_gain=3.7967 4.88819 4.31234 4.62912 8.86473 3.79634 4.60526 5.22767 4.79145 4.11858 3.67032 4.78944 3.57774 4.50873 3.50492 3.46843 3.23887 2.8588 2.80875 2.59198 2.41263 3.47922 4.82515 3.26179 4.69042 2.4096 3.51653 2.40419 2.80159 2.23998 threshold=0.72389648318908495 0.37075155745882143 36.926230142482041 0.36997490070417438 52.478814359409967 0.97368421000000016 43.089885869811418 43.89540657800692 0.78028244585457607 0.46744381648193239 0.10880302876976193 0.9999949408586376 0.63624338321502061 0.091196342359145602 49.230158724800638 62.499389250037773 35.198197531872673 46.045140963052802 51.441049470813759 0.11805555555555559 0.60000000300000023 66.588585611902587 35.104669932367152 0.38129162393218891 20.538720666666674 0.12571081022335107 33.333333388888896 1.0000000180025095e-35 51.365163843455043 0.6563792242595583 decision_type=2 2 2 2 2 2 2 2 2 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 16 -5 6 -6 -8 -9 -7 11 -1 13 -2 18 -15 -4 -17 -10 -16 21 22 23 24 -12 26 -26 28 -22 -25 right_child=12 2 3 4 5 9 7 8 14 -11 20 -13 -14 15 19 17 -18 -19 -20 -21 27 -23 -24 29 25 -27 -28 -29 -30 -31 leaf_value=-0.030580419668944696 0.012414885724645337 0.015308862533172742 0.022130525408966834 0.037005395010466693 -0.038333147319882806 0.011924140559242263 0.028633991760653336 -0.030412144510179557 -0.038772891379708262 -0.040207359530420678 -0.039181109535337814 0.027591287681411274 0.020462478705726959 -0.039415055107763323 0.018066940125941514 -0.040576049911294841 -0.039391214158937503 0.013935324898862631 0.020620645375030899 -0.040703436725988654 -0.044384121647691607 0.029114720663615076 -0.043636147291765869 -0.03965175367718362 -0.042124104568518603 0.026372229392130388 0.042316726508835827 0.023929923641335948 0.015546000350201551 0.014378170550727008 leaf_weight=4.9297423884272566 11.754978425800802 6.0615500137209883 0.86534102633595367 3.6689349710941306 7.0713981464505222 8.8005738034844381 2.6939556561410454 10.055991951376201 0.8270634636282902 1.614072449505328 1.4625577218830645 1.7176290340721605 13.768820218741892 3.4587736390531045 0.92099621146917376 1.1543427966535089 7.0016465336084366 3.4648330882191658 5.3653965219855309 2.5327091068029404 1.092958748340606 3.4925372600555411 2.3515538088977328 2.2946378886699672 1.2186999768018703 7.399275828152895 0.69813460111618031 11.947999011725186 1.9627575874328611 0.98790433257818211 leaf_count=59 47 30 4 8 123 50 9 145 13 24 25 7 49 52 4 16 108 16 24 33 12 10 26 35 16 26 1 39 8 5 internal_value=5.8981e-11 -0.00295648 -0.00862358 -0.0114449 -0.00761916 -0.0117244 -0.0172269 -0.0105628 -0.0159223 0.00384475 0.00488209 -0.0155493 0.00871377 0.000557349 -0.000816914 -0.0166977 -0.032624 0.000312806 0.0126881 -0.0250312 0.00877263 0.00192543 -0.00386029 0.0027917 0.0107654 0.0186066 -0.0113697 0.0178568 -0.00588961 -0.0233911 internal_weight=132.638 99.036 57.4796 51.4181 43.5511 39.8822 29.4675 22.3961 19.7022 10.4146 41.5564 6.64737 33.6017 19.8329 9.64617 8.07795 7.86699 4.61918 6.19246 3.45371 34.909 19.9053 16.4128 14.0612 10.7787 9.31611 1.91683 15.0037 3.05572 3.28254 internal_count=1024 844 575 545 433 425 351 228 219 74 269 66 180 131 74 84 112 32 37 37 203 144 134 108 68 43 17 59 20 40 is_linear=0 shrinkage=0.03 Tree=24 num_leaves=31 num_cat=0 split_feature=3 3 6 7 3 11 3 9 3 17 19 16 11 10 14 17 9 7 3 10 14 7 14 16 19 3 11 1 19 17 split_gain=3.48266 2.8888 2.69744 5.1883 3.90327 2.76847 5.87245 3.89854 2.75395 3.14643 2.44996 3.74442 5.93322 3.64889 3.02299 2.98345 5.19286 3.40029 2.81317 2.69548 2.47194 2.48693 5.44268 2.88539 3.78803 3.41222 3.25281 2.60908 2.43165 2.37936 threshold=0.49684701577749713 0.50887390657850273 0.998859511401197 0.69883720022325602 0.92963742575175978 0.12159573500533551 0.6563792242595583 0.66666666333333346 0.6697099613288412 48.719291135760791 40.885403179019029 38.88888870833334 0.19127394815951335 0.35654120693873126 23.571428571428573 55.018963634816672 0.97368421000000016 0.90000000225000021 0.0028881696736229143 0.99998660616445367 33.02469135802469 0.18898809953125004 35.300925925925931 39.834943466250685 58.916383571022031 0.16397072810818206 0.27258654982846803 0.8377192982456142 44.846258493344592 17.579115561705688 decision_type=2 2 2 2 2 2 2 2 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 5 -4 -5 -3 -7 8 -8 -10 11 12 -1 29 -14 17 20 18 -15 -18 -17 22 -22 27 26 -26 -25 28 -23 -12 right_child=1 2 3 4 -6 6 7 -9 9 -11 13 -13 14 15 -16 16 19 -19 -20 -21 21 23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.042269570053387433 0.029681141998315286 0.018265821919321298 -0.030722090563780009 -0.041661195473525828 0.023121402683446271 -0.039659292148536009 0.030447224808880975 0.017809009576118275 0.0026246042573929169 -0.040189807540400892 0.014662479517771264 0.023712740150238564 -0.042102849953100561 -0.041581548977601322 0.01716287788376402 -0.038714675482039364 0.014823028134694185 -0.044704789465199159 0.015155141217681963 -0.039615808951574391 0.021340510148942463 -0.042891990048304449 -0.037858879893746908 0.018817423081465823 0.018841540951658377 -0.040599329011985333 -0.039459185015656033 -0.039202634927066403 0.018997108008392966 -0.038207584665127595 leaf_weight=2.8105151839554328 4.2793682366609564 14.045513831079004 5.2162273786962015 1.0293108746409414 4.4815016388893127 2.765431601554158 1.263846162706616 11.811754133552311 3.1834565214812756 3.0012364611029625 0.91345164179801841 6.6309843547642222 0.8899785242974757 0.83988079056143661 5.9742915034294128 3.3893989399075535 9.3654307648539508 1.0433247722685326 12.380172636359928 0.89698101580143053 1.774333998560907 0.62445143610239195 6.5850984677672386 1.0208427086472491 3.6517364531755447 1.1406809464097021 5.540257416665554 0.94577149301767338 6.7211091704666615 4.7489746771752834 leaf_count=38 12 49 73 13 13 41 4 49 22 42 5 20 12 10 33 57 48 11 67 13 10 8 120 5 16 16 87 15 36 79 internal_value=-1.81115e-10 0.00608778 0.00393034 -0.00927722 0.0110213 0.00785807 0.00122118 0.00709088 -0.00990573 -0.0181519 -0.00399228 0.00634775 -0.00555401 -0.00673014 0.00947885 -0.00440636 -0.00846117 0.00743569 0.0115506 0.0100648 -0.0145172 -0.0115886 -0.0252935 -0.00575673 -0.015582 0.00469355 -0.0303919 0.00769731 0.0137359 -0.0296787 internal_weight=128.965 51.0776 46.7983 10.727 5.51081 36.0712 22.0257 19.2603 7.44854 6.18469 77.8877 16.3058 9.67479 61.5819 6.86427 55.9195 41.6561 14.2634 13.2201 10.2624 31.3937 28.0043 8.35943 19.6448 11.3535 4.79242 6.5611 8.29133 7.34556 5.66243 internal_count=1024 318 306 99 26 207 158 117 68 64 706 103 83 603 45 519 431 88 77 61 370 313 130 183 124 32 92 59 44 84 is_linear=0 shrinkage=0.03 Tree=25 num_leaves=31 num_cat=0 split_feature=3 11 1 1 17 16 15 1 14 14 1 14 7 7 1 3 17 17 1 14 15 7 15 11 1 9 6 1 15 1 split_gain=3.15418 4.35869 4.04441 4.30781 3.82838 3.48033 4.24759 3.23534 3.18523 3.02202 2.86426 4.27808 5.6338 2.54437 2.72504 2.48903 2.29159 4.0056 2.59524 2.49951 2.10448 3.60373 3.54743 4.02934 2.89751 1.96452 2.62364 3.41548 1.93049 6.39256 threshold=0.72389648318908495 0.41363211386884169 1.0000000180025095e-35 0.8257575757575758 73.555640399344 30.860805881410254 72.247640255897025 0.57518796992481214 63.484848484848492 22.474747474747478 0.68990384615384626 37.339743589743598 0.18898809953125004 0.36181818209454558 0.73508771929824579 0.6563792242595583 49.999449692238279 52.478814359409967 0.21825396825396828 49.005847953216382 51.913768473940287 0.16666666708333336 66.588585611902587 0.27258654982846803 0.65476190476190488 0.55829726891280151 0.90648846447597375 0.8377192982456142 40.556266867261066 0.70714285714285718 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -3 7 -5 6 15 16 10 -7 11 -2 -13 14 -12 -1 -4 -18 -19 -20 21 -11 23 -22 -25 26 -6 -28 29 -23 right_child=8 2 3 4 25 9 -8 -9 -10 20 13 12 -14 -15 -16 -17 17 18 19 -21 22 28 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.029663197274203901 0.0155051475614704 0.010881706483270658 -0.039694740083416571 -0.025368366513364281 0.031143083232953363 -0.042817727968901362 0.035429896953283004 -0.03809544713571638 -0.039701366344683547 -0.040393569533520426 0.04089119116243474 0.022900094129992499 -0.029519838316119477 0.027394326596330138 -0.041580297438568385 0.029039075367288166 0.027807904737856687 -0.038490216859456992 -0.0038662780682830905 -0.038841288390527313 -0.041841149502453712 -0.042449225619617212 0.02189971555589704 -0.04047975307816068 0.026049381829672983 0.020729446543454641 0.033169042197193403 -0.038569902326712494 0.021703262808818048 0.027214014080804531 leaf_weight=5.9480121619999391 10.732224036008125 8.0115109011530858 2.6894351728260579 3.6819632425904265 1.2619276344776134 1.0040469281375397 1.3317312225699423 6.2800017129629842 1.2064610943198193 1.0237884521484399 0.5483735203742971 2.6979406960308534 5.8382432162761688 9.9937875457108003 1.0529679395258424 0.72983904927968968 2.2176089286804226 3.4057317562401321 11.847896337509153 2.1768947690725318 2.8579119108617288 1.9146769419312502 3.4733731672167778 0.80834033340215716 2.1730193719267845 6.3603476509451866 0.80425927042961154 2.3209802657365799 18.058656137436628 3.1130562163889408 leaf_count=98 49 51 42 49 4 12 3 113 18 14 1 11 55 31 15 2 8 58 118 34 35 24 13 11 9 26 2 40 68 10 internal_value=-3.29317e-11 -0.00278474 -0.00869002 -0.0123325 0.00103247 0.00432035 -0.0134914 -0.0190714 0.00811848 0.00846433 0.00998777 0.00289821 -0.012952 0.021769 -0.0133382 -0.0232475 -0.013723 -0.0101679 -0.0149994 -0.00929502 0.0100049 0.0146834 -0.00210768 -0.016388 0.00801124 0.0100771 -0.00536637 -0.0201084 0.0171258 0.000684643 internal_weight=125.565 93.495 51.0586 43.047 14.4295 42.4365 8.00958 28.6176 32.07 34.4269 30.8635 19.2684 8.53618 11.5951 1.60134 6.67785 22.3376 19.6481 17.4305 14.0248 33.4228 24.1102 9.31264 5.83927 2.98136 10.7475 4.38717 3.12524 23.0864 5.02773 internal_count=1024 844 545 494 121 299 103 373 180 196 162 115 66 47 16 100 260 218 210 152 184 116 68 55 20 72 46 42 102 34 is_linear=0 shrinkage=0.03 Tree=26 num_leaves=31 num_cat=0 split_feature=19 19 6 19 7 14 14 17 17 10 6 6 19 11 11 5 15 15 7 17 17 11 6 1 1 9 19 7 7 17 split_gain=3.10895 5.46437 3.51071 3.29287 3.23397 3.20256 3.10505 2.70278 3.87847 4.52663 6.13609 2.69069 2.61192 2.49053 2.46325 2.68852 2.16508 2.33587 2.81772 2.17503 2.11547 2.22382 1.9398 2.83929 2.73765 2.03079 2.38913 3.12275 2.37807 1.9189 threshold=54.843944828764144 48.400558795493097 0.99928838555771293 49.610940926581463 0.57029200624320409 67.592592592592595 61.257309941520482 25.923643148104102 55.018963634816672 0.98781538592819684 0.95518760709561945 0.39785753266677215 53.265269905232039 0.39668541922381539 0.64773546531581017 1.0000000180025095e-35 62.694508768530831 87.046275024160749 0.22539682200000002 78.38605981861933 13.773594544823817 0.23264735320436811 0.99918662710807493 0.17424242424242423 0.51315789473684226 0.93160714667755118 49.80348199105773 0.6666666583333335 0.71008403352941196 49.999449692238279 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 3 -3 7 13 12 20 14 10 11 -10 22 -2 -9 -16 -15 18 19 -18 21 -1 23 -5 -25 26 -26 -28 -29 -6 right_child=5 2 -4 6 29 -7 -8 8 9 -11 -12 -13 -14 16 15 -17 17 -19 -20 -21 -22 -23 -24 24 25 -27 27 28 -30 -31 leaf_value=-0.023294067701548682 0.022312612213318522 -0.037900469388385323 -0.038477684683673637 0.018885458485416062 0.0049800751309386727 -0.038268529003664696 -0.038729240436608914 0.013087810775256222 0.0388084126333611 -0.029159147067084886 0.029379213471040437 -0.039090402307832152 -0.026277541774950602 0.0079880301662694324 0.028240559502103534 -0.03848571821990756 0.029060051522766014 0.037380378159979695 -0.041715125355543656 -0.040107641686869505 -0.041552932652536151 0.036325581782846172 0.036778282990222261 -0.039291972105898798 0.025553721032473047 0.024789406194695437 -0.039611596524344435 0.032301470226392903 -0.038574328178851362 0.028448434680048519 leaf_weight=1.6233222186565393 8.9665386155247671 3.1778115704655709 4.3643832821398965 4.9351226054132082 6.8638714477419835 1.3668319918215264 2.2399948779493561 18.624822523444895 0.47274997830390786 6.5685214083641768 4.0843682549893856 2.5603438429534435 3.2050161659717551 24.499570354819301 0.78020748496055525 1.790900306776166 1.2626132853329171 0.70399242639541615 2.5847536250948906 0.60533426702022541 2.5379101745784283 0.86210452765226353 1.4240076914429654 2.1063730455934992 1.3570666611194591 2.0645410791039467 2.8422903995960951 1.3315811380743978 0.62652816250920285 5.772967953234911 leaf_count=21 33 56 78 25 39 23 36 108 1 112 15 42 41 151 2 31 5 1 34 9 34 3 3 33 4 9 45 4 10 16 internal_value=2.01192e-11 -0.00333714 -0.0136285 -0.00934359 0.0024752 0.006861 -0.00524336 -0.00171312 0.00124971 -0.0111994 0.00537514 -0.0269488 -0.00147269 0.0084581 0.00928799 -0.0182375 0.0042692 -0.013399 -0.0214275 0.0066453 -0.022287 -0.00261417 0.00329135 0.000167184 -0.00877681 -0.000959216 -0.00959249 -0.0195283 0.00962363 0.0157013 internal_weight=122.206 82.2168 29.6747 25.3103 52.5421 39.9896 22.1325 39.9053 34.8819 13.686 7.11746 3.03309 19.8925 38.6228 21.1959 2.57111 29.6563 5.15669 4.4527 1.86795 5.02334 2.48543 16.6875 15.2635 10.3284 8.22201 6.15747 4.8004 1.95811 12.6368 internal_count=1024 768 344 266 424 256 210 369 311 170 58 43 174 233 141 33 200 49 48 14 58 24 133 130 105 72 63 59 14 55 is_linear=0 shrinkage=0.03 Tree=27 num_leaves=31 num_cat=0 split_feature=3 14 3 1 14 7 17 17 14 19 7 14 9 15 9 14 7 1 1 7 17 19 19 15 2 14 1 19 15 15 split_gain=2.95171 2.81178 2.49155 2.45332 3.62578 4.87252 2.2622 3.3211 3.18011 6.39746 3.30392 2.86009 2.75611 2.60023 3.2705 3.12758 2.20629 2.42632 2.16197 2.78944 3.7785 2.73687 3.49259 2.6995 2.43574 4.0827 4.54648 2.29997 2.4416 2.26007 threshold=0.72389648318908495 63.484848484848492 0.67613034477124045 0.68990384615384626 37.339743589743598 0.18898809953125004 62.355391892788951 49.007874055505773 63.484848484848492 40.885403179019029 0.21387659657296884 33.02469135802469 0.55314009797101449 42.039542400439153 0.55829726891280151 23.571428571428573 0.36181818209454558 0.73508771929824579 1.0000000180025095e-35 0.18898809953125004 98.119103773584911 46.659338853311375 52.577670392221044 27.338601098636921 0.61486486486486502 60.858585858585869 0.57518796992481214 59.070421115753156 48.868277556722724 43.089885869811418 decision_type=2 2 2 2 2 2 2 2 2 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 4 -2 -6 7 8 9 10 -1 -8 -9 14 -12 -15 17 -5 29 20 23 -21 -23 -20 25 26 27 28 -24 -13 right_child=1 -3 -4 16 5 -7 11 12 -10 -11 13 18 -14 15 -16 -17 -18 -19 19 21 -22 22 24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.038673936089919002 0.014943183326149065 -0.038798773597992199 -0.03978442874059071 0.040103859348409154 0.021960966726264984 -0.028007293361119179 -0.027409745276960797 0.011989237390523976 0.018928031795890372 -0.033794839441808243 -0.042975928883396172 -0.038574915767052055 -0.038799596964870127 -0.042467393937183351 0.040006952184311495 0.026783499986859662 0.026385778273648058 -0.040567265136677286 0.03853272177857902 0.028972312988974586 0.010604679363834767 -0.037781656916068898 -0.0415252587680583 -0.037182851698708753 -0.03870585430662124 0.021904350454415977 -0.039124976253451703 -0.038627888741727665 0.020532300247672219 0.022537140660553515 leaf_weight=1.4288200847804606 10.266569236293444 1.1100757624953974 1.6064143516123284 0.51075750589370617 2.5882188342511636 5.4644549675285816 5.4428173080086699 23.829765196889642 3.6884447149932376 7.004795763641595 1.4632708765566333 0.62581183016300101 1.002054564654826 0.6520387977361678 0.60383254289627064 5.8796574808657169 9.488485958427189 0.97816335037350655 0.45375394821167159 2.4227828271687057 2.5453794784843922 2.5216459743678596 0.64982452243566324 6.4185897819697857 1.3442182876169688 6.3593031205236921 3.0761643871665001 0.91045888140797604 4.6799435541033745 4.1990579478442669 leaf_count=25 49 18 24 1 11 55 86 141 20 107 17 10 16 8 1 20 31 15 1 10 20 47 9 130 21 26 49 14 22 20 internal_value=8.99953e-11 0.00806742 -0.00276216 0.00984322 0.00312297 -0.0119469 -0.00208014 0.00254018 -0.00632742 -0.0117966 0.00357028 -0.00713343 0.00993972 0.0105898 -0.0187354 0.0198704 0.0210581 -0.0128939 -0.00408538 -0.00695981 -0.020619 -0.00110311 -0.0048319 -0.0321836 4.98944e-05 0.00337327 -0.00927592 0.00543839 0.012966 0.0146106 internal_weight=119.216 30.4067 88.8088 29.2966 18.3192 8.05267 87.2024 45.5527 20.7209 17.0324 10.0276 41.6498 24.8318 8.5988 2.0671 6.5317 10.9774 1.48892 36.2069 31.3821 9.41772 21.9643 19.5416 6.87234 17.0199 15.6757 9.31639 6.24023 5.32977 4.82487 internal_count=1024 180 844 162 115 66 820 355 198 178 71 465 157 46 18 28 47 16 379 349 151 198 188 131 141 120 94 45 31 30 is_linear=0 shrinkage=0.03 Tree=28 num_leaves=31 num_cat=0 split_feature=16 14 15 1 1 17 17 17 19 3 16 7 14 15 6 3 11 17 17 2 17 15 7 1 11 3 3 3 7 3 split_gain=2.83808 3.87349 3.01936 2.74962 4.11423 2.7609 2.74734 3.15232 4.53782 2.61992 2.52385 2.59818 2.40938 2.39671 2.37741 3.1164 3.08504 2.26168 4.19622 2.47628 5.44661 3.94422 2.37905 2.24813 2.1991 3.14945 2.0245 3.01332 2.55016 2.43051 threshold=33.333333388888896 52.904040404040408 41.918079947765683 0.8257575757575758 0.75961538461538469 5.0449727447399022 27.557399545180974 62.355391892788951 54.101405921502874 0.017760394001241395 38.260026902266752 0.22182539799285722 57.676767676767689 37.379610326174337 0.99880700509453846 0.2514559456132896 0.49999999802631584 54.5717743212141 51.414974203745274 0.49074074074074076 44.503010927827496 62.499389250037773 0.49999999625000008 0.074175824175824148 0.43094791655243309 0.99862335826171078 0.73637639369454055 0.51499963853226183 0.52277328750000007 0.5027676419693663 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -2 -7 17 10 -5 11 -9 24 -3 16 -16 -4 18 19 -8 -21 22 -22 -18 -10 26 27 28 -26 -30 right_child=3 13 14 9 -6 6 7 8 12 -11 -12 -13 -14 -15 15 -17 23 -19 -20 20 21 -23 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.022932678951376753 0.033741892421539584 0.017361598037332768 0.013406650385337702 -0.0380780847961164 -0.03973008561651515 -0.028868908474122001 0.019603367420246407 -0.036533877929096119 0.036862132912688132 0.013956631967691431 -0.030318208713019483 0.036856107396015345 -0.038919728871255437 -0.036992165636291541 0.01014804209051547 -0.0389909683706555 0.02531973846114632 0.022479960928303878 -0.042711068801269236 -0.040033530442435551 0.020053105402196944 0.035521426648859523 -0.02868245431680113 -0.037494384628198284 0.018502185410587551 -0.04502588625499146 0.022995176654921665 -0.038645336527954127 -0.039903613424962806 0.03814505312679093 leaf_weight=5.2699638847261694 2.2507755272090426 0.85081759095191856 13.968705963343387 0.90726553648710506 2.3016021288931361 2.8448135107755652 8.1227469742298197 0.70205281302333045 1.8685029074549699 21.696607626974583 7.5836108401417732 1.1377011910080908 1.1368770822882641 5.1470632143318653 2.1439338047057381 2.5350135341286659 0.68694688379764501 7.5989724583923808 1.6421705298125733 2.5940282847732306 1.4732774943113329 3.181005485355854 2.3227061070501804 2.0228255745023489 4.8235303759574837 1.1646001040935523 4.4020899087190637 1.6368501260876653 1.5414259992539885 0.46815696358680714 leaf_count=80 6 4 90 15 37 30 33 15 4 123 126 3 18 104 15 46 3 33 19 39 8 8 22 37 24 13 18 27 23 1 internal_value=2.39359e-10 -0.00750178 -0.00259575 0.00293457 -0.000386811 0.0011612 -0.000142585 0.00138776 -0.00596555 0.0118681 -0.0226712 0.00885038 0.00327181 -0.0292819 0.00242241 -0.0164751 0.00772386 0.0086129 0.00316318 0.0074208 -0.00291833 0.010881 -0.00976746 -0.0215706 0.0062876 0.00221765 0.00649201 -0.00208518 0.00667269 -0.0217212 internal_weight=116.027 32.6253 26.6274 83.4014 60.7975 58.4959 56.2451 53.4003 26.4654 22.6039 9.42336 1.83975 17.042 5.99788 21.3574 4.67895 16.6785 26.9349 19.3359 17.6938 9.57102 6.97699 3.79598 2.70977 15.9052 14.0367 12.8721 8.46996 6.83311 2.00958 internal_count=1024 379 271 645 507 470 464 434 272 138 144 18 128 108 191 61 130 162 129 110 77 38 30 40 110 106 93 75 48 24 is_linear=0 shrinkage=0.03 Tree=29 num_leaves=31 num_cat=0 split_feature=3 11 15 6 17 14 14 9 15 15 11 3 3 14 16 1 7 1 9 15 17 7 16 15 1 3 5 3 6 6 split_gain=2.76104 3.55183 3.11761 3.4764 6.225 2.89555 2.76004 2.72549 3.42573 3.8799 3.71544 3.08045 2.59347 2.55694 2.49667 2.21605 2.45665 2.4192 2.24777 2.84435 2.40889 2.17533 2.96392 2.06896 1.98213 1.93146 2.70188 1.85043 2.24042 3.7098 threshold=0.72389648318908495 0.37075155745882143 36.926230142482041 0.37026353598330514 52.478814359409967 17.543859649122812 22.474747474747478 0.97368421000000016 43.089885869811418 43.89540657800692 0.78028244585457607 0.46744381648193239 0.10880302876976193 63.484848484848492 49.230158724800638 0.85164835164835184 0.49999999625000008 0.77350427350427353 0.66666666333333346 75.364829084636511 69.839000566793842 0.49999999625000008 36.666666616666681 51.441049470813759 0.11805555555555559 0.93555715803169825 1.0000000180025095e-35 0.40570666712679937 0.9983615571453025 0.99346716380928057 decision_type=2 2 2 2 2 2 2 2 2 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 -4 -1 8 -6 -10 -11 27 21 15 23 17 -17 18 19 20 -2 -8 -23 -12 -16 -20 -27 28 29 -9 right_child=13 2 3 4 7 -7 12 11 9 10 14 -13 -14 -15 24 16 -18 -19 25 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.040623509431114896 0.0091962683218565731 0.013993819987774804 0.030425482390608383 0.032969253150825571 -0.036403600259027905 -0.037487622047501001 -0.037940383315230239 -0.020289071195360091 0.026869730002658163 -0.028952552200480767 -0.037118716961747171 -0.038238504552415065 0.0095747444941489731 -0.038150050579290953 0.017172198490514694 -0.013304185478145519 0.035370750039580297 -0.042575719845782671 0.030494893508745083 -0.041186670207401695 -0.03742575508711516 0.020130891925963939 -0.040149873095090161 0.019048885885665768 -0.038512850358861234 -0.026535241994578022 0.02576537786638464 0.033526614463553629 -0.041160121362567664 0.033351734541488119 leaf_weight=1.1814925707876671 9.4375597890466576 5.1763553768396369 0.62549065798520942 3.1905924864113322 5.7325001042336252 5.8447882477194071 1.9944081343710411 2.0818736180663091 2.2696028910577324 8.3977723158895987 0.67768646404146959 1.3849787041544912 28.974821014329791 1.0398220531642426 0.79711674153804812 1.1573153808712948 4.819027379155159 0.90957893058657546 5.2426862865686399 1.4037430845201004 1.1152890995144833 2.3693533651530747 1.0636422485113142 4.5737603604793549 2.0674479380249977 1.6340551525354385 1.9496918767690659 2.2143298909068108 0.9383702129125594 2.6216088905930519 leaf_count=17 53 30 2 9 123 109 36 23 9 145 13 24 189 18 4 13 11 11 14 19 20 12 15 24 33 15 6 7 13 7 internal_value=-3.21752e-11 -0.00273996 -0.00801324 -0.010637 -0.00708458 -0.0309224 0.00446141 -0.0108703 -0.0161039 -0.00990866 -0.0149634 0.0030139 0.00600979 0.00803393 -0.000488526 0.00976956 0.0259449 0.00531324 0.00740912 -0.00106767 0.00426897 -0.0130222 0.00145415 0.0118006 -0.0230175 0.0188921 0.00191824 0.0102864 0.00116495 0.00960903 internal_weight=112.887 84.178 48.5943 43.4179 36.9476 6.47028 35.5837 33.757 24.5159 18.7834 16.5138 9.24116 34.4022 28.7088 8.11601 27.6689 5.97634 21.6926 20.783 11.9566 10.5528 5.4274 3.433 5.25145 2.86456 8.82643 3.58375 7.85618 5.64185 4.70348 internal_count=1024 844 575 545 434 111 269 425 351 228 219 74 252 180 74 162 24 138 127 92 73 63 27 37 37 35 21 50 43 30 is_linear=0 shrinkage=0.03 Tree=30 num_leaves=31 num_cat=0 split_feature=3 3 15 6 7 11 11 14 14 19 7 19 10 11 7 15 17 9 15 15 3 15 15 7 17 6 11 15 11 6 split_gain=2.60509 2.234 2.14888 1.91709 5.54461 2.24911 3.24088 2.51042 4.01664 3.52261 2.02732 1.89532 2.74933 2.73539 2.92216 2.47174 2.37547 3.64525 3.14265 3.59441 3.63295 3.43929 3.24437 2.55173 2.57493 4.32892 2.1214 2.2194 2.07398 1.9468 threshold=0.49684701577749713 0.50727176031642462 50.543653354934797 0.99958483522153452 0.95477581061942784 0.12159573500533551 0.27258654982846803 40.175438596491233 51.172839506172842 56.992129644156272 0.57029200624320409 40.885403179019029 0.35654120693873126 1.0000000180025095e-35 0.12499999718750003 37.379610326174337 51.998258730574783 0.97368421000000016 41.918079947765683 43.762300029104495 0.22965414141855103 61.158593458280485 62.496766859970684 0.90000000225000021 49.007874055505773 0.37026353598330514 0.98331324883171101 44.171470566912113 0.7981975039896495 0.79185304427395797 decision_type=2 2 2 2 2 2 2 2 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 5 -5 -4 -7 -8 -9 -10 -11 13 -13 -1 28 29 23 18 -18 20 -20 -21 -23 24 25 -17 -19 -28 -15 -14 right_child=1 2 3 4 -6 6 7 8 9 10 -12 12 15 14 -16 16 17 26 19 21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.039036659782250696 0.030184792120350419 -0.038791573088114241 0.017806250403776525 -0.037873875436475565 0.017090150129883918 -0.038344512052847363 0.015679061802303839 -0.03959600394806919 -0.038521500545534576 0.030149744160756758 -0.013327692014181278 -0.028249200108372688 0.03933433313395885 -0.037161369732444681 0.016347116291814599 0.036479153543144946 -0.036403572446260891 0.019312296671156789 -0.036733310484531177 -0.030942267081102523 0.027140392575857999 0.020559073994829563 -0.019642062562359293 -0.043027260934975317 0.023485005613408962 -0.03881639940335576 0.011555788639400787 -0.039789382000031896 0.037793656062236891 0.00092874729470132427 leaf_weight=1.1117530353367318 3.1185130029916754 1.0373058393597592 12.699522212147711 3.2309628855437031 3.3795620016753674 1.6708152368664766 9.7544997334480303 2.3897941298782808 1.2497436664998529 3.460865207016468 1.3385743051767347 4.6933368276804677 1.9337615370750416 1.6835088599473231 10.731445610523222 1.0881261043250527 5.3014384396374252 5.0082324706017953 1.0329785216599727 8.0474110506474954 3.5750499702990055 3.1355894282460204 4.2632512170821428 0.84397041797638017 5.6583255976438522 1.865082014352083 1.6208790838718417 1.422697842121124 0.41391998529434193 3.0797089673578739 leaf_count=18 9 17 50 62 14 27 54 37 22 12 14 84 3 34 50 3 115 27 21 144 14 16 55 10 23 30 9 22 1 27 internal_value=-1.47023e-10 0.00572402 0.00382702 0.00495553 -0.00977409 0.00794567 0.00164167 0.00531384 -0.00666718 0.0063417 0.0180238 -0.00372908 -0.00633697 0.00610526 0.0100173 -0.00418892 -0.00652017 -0.0102775 -0.0158618 -0.0104315 0.0128219 -0.0173686 -0.00260503 0.00675482 0.0116337 -0.0110733 0.00730801 -0.0124451 -0.0223693 0.0157423 internal_weight=109.841 43.3302 40.2116 39.1743 6.61052 32.5638 19.8643 18.1935 8.43898 6.04918 4.79944 66.5105 52.5698 13.9406 12.8289 47.8765 42.863 33.4075 25.3557 20.0543 4.60803 15.4463 7.39884 9.4555 8.61153 2.95321 8.05181 3.04358 2.09743 5.01347 internal_count=1024 318 309 292 76 216 166 139 85 48 26 706 603 103 85 519 489 423 365 250 35 215 71 66 56 33 58 31 35 30 is_linear=0 shrinkage=0.03 Tree=31 num_leaves=31 num_cat=0 split_feature=19 19 6 7 6 1 16 1 10 3 14 14 10 1 16 1 10 7 3 17 6 6 17 7 19 16 10 3 7 6 split_gain=2.41245 4.53677 2.73663 2.69363 2.65169 2.59632 2.52839 3.11099 2.51758 2.39757 2.40657 4.40752 2.28398 2.27356 2.12001 2.31022 1.92267 1.81726 1.79168 1.64761 4.5439 2.87733 1.6024 2.56647 2.40271 2.36859 2.76722 2.94509 2.43076 2.40167 threshold=54.843944828764144 48.400558795493097 0.99928838555771293 0.57029200624320409 0.99918662710807493 0.17424242424242423 39.748677266975314 0.10263157894736842 0.9999949408586376 0.99862335826171078 45.534290271132384 63.484848484848492 0.99995743658303604 0.324561403508772 55.514211976670886 0.62019230769230782 0.9999949408586376 0.71008403352941196 0.75603007065444527 49.999449692238279 0.062932073462562035 0.99986348347970677 49.999449692238279 0.83809523358571403 55.80269559944859 61.681547104910742 0.95352381100324624 0.45023486063213275 0.48418602832601426 0.93174347812620695 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 9 5 6 -3 -8 22 10 18 -12 14 -10 -7 -16 -14 -17 -1 20 -5 -22 23 -2 -25 28 27 -27 29 -24 right_child=8 2 -4 19 -6 12 7 -9 13 -11 11 -13 16 -15 15 17 -18 -19 -20 -21 21 -23 25 24 -26 26 -28 -29 -30 -31 leaf_value=0.0011629844768110088 0.032923430929742384 0.031390083024074429 -0.037094241000041828 0.027749072747134146 0.032636165638260897 -0.032711358176461695 -0.039059148493527873 0.019379296618857282 0.010706182415263606 0.022621019187209268 -0.036970665281262236 0.023765795757935339 0.028875583691519748 -0.037672433579993274 -0.039095695070496018 0.023206821301069512 -0.018582251417157795 -0.037327986351694868 -0.042850528430287846 0.027813289122778327 -0.043524202590787174 0.025174269817096834 0.019192144993701674 0.027169004159247695 -0.046573824638467695 0.013916466653865818 0.022962933820827654 -0.040673900638837905 -0.025041633864844867 -0.014325621541455311 leaf_weight=25.153464376926429 4.9995886683464077 2.13663899526001 3.7108147684484711 3.4228492230176908 1.2816541083157051 8.2100645303726179 1.6802368275821211 1.6011368930339811 1.509432636201381 3.3206938058137885 4.2963909376412621 1.4343023747205732 1.5208976287394753 2.077615138143301 1.2707910574972623 2.0682440623641019 1.5526365954428911 0.56914437934756268 0.86088575795292754 5.1139091625809669 1.9525471925735476 0.76317077875137318 4.52719469740987 0.7720573768019674 0.81999669969081879 2.2622271105647083 9.4784879013895971 1.4656706564128397 3.5200855098664761 3.3460168763995171 leaf_count=248 14 8 78 14 4 146 27 8 10 13 89 8 8 38 21 11 23 10 11 16 23 2 25 3 7 13 37 21 47 41 internal_value=7.75092e-11 -0.00313689 -0.0132715 0.00246497 -0.00923326 -0.011837 0.00599289 -0.0105443 0.00648697 -0.00163327 -0.0041704 -0.0217693 -0.0181958 -0.0173147 -0.024054 -0.00586721 0.00490163 0.0101435 -0.000293543 0.0152362 0.00475846 -0.0242186 0.0092242 0.02236 -0.0108127 0.00570437 0.0143508 -0.00754643 -0.00431797 0.00494751 internal_weight=106.699 71.9205 25.6023 46.3182 21.8914 20.6098 5.41801 3.28137 34.7784 35.0657 31.745 5.73069 15.1918 3.58705 12.1182 3.90818 3.07353 2.63739 26.0144 11.2525 6.13857 2.71572 31.1913 6.59164 1.59205 24.5997 13.2064 3.7279 11.3933 7.87321 internal_count=1024 768 344 424 266 262 43 35 256 369 356 97 219 48 188 42 31 21 259 55 39 25 208 24 10 184 71 34 113 66 is_linear=0 shrinkage=0.03 Tree=32 num_leaves=31 num_cat=0 split_feature=16 14 17 19 19 11 3 14 16 3 3 7 16 7 14 14 3 16 11 3 14 7 3 1 3 19 14 3 16 6 split_gain=2.325 2.56533 2.59074 2.41252 2.44495 2.27444 2.85128 2.6051 2.99463 2.94616 2.99787 4.06773 2.76533 2.67309 2.22576 1.96005 2.28261 1.94537 1.87325 1.8535 1.72189 2.21295 1.72033 3.1701 1.8788 2.56454 3.40258 2.14663 1.56655 2.43411 threshold=35.643331541440141 45.534290271132384 54.5717743212141 45.366729762590616 49.97201467679951 0.2011598542787488 0.73637639369454055 64.863547758284611 38.260026902266752 0.50727176031642462 0.49979292638972167 0.52277328750000007 47.350607053921571 0.21387659657296884 23.571428571428573 17.543859649122812 0.46906387144662093 57.597402400000014 0.40551276709632517 0.0055798573600568963 51.683501683501689 0.51767990750000015 0.1741937691784203 0.11805555555555559 0.18849347877832853 42.372925393540044 24.216524216524217 0.73637639369454055 48.819444343518519 0.96453178178032339 decision_type=2 2 2 2 2 2 2 2 2 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 -3 -5 -2 7 8 13 10 11 12 15 -7 -1 -10 -17 -9 22 -20 28 -22 23 -16 -24 26 -26 -27 -14 -30 right_child=5 2 -4 4 -6 6 -8 17 9 -11 -12 -13 20 -15 18 16 -18 -19 19 -21 21 -23 24 -25 25 27 -28 -29 29 -31 leaf_value=-0.03811701897159693 0.01185391029870605 -0.036742198888360181 -0.035706486014916147 0.014864251735414023 -0.03805958114825219 -0.03617124626435695 0.011139310007323683 -0.007825580920993936 0.02131565089707093 -0.037313730225950061 0.030324022951140745 -0.032626379364409722 0.031446951442812753 0.030613428873899434 0.021740174647215553 -0.036594311187138351 0.027486314226295067 0.026164217560757111 0.0086242206856600254 -0.025071492144673833 -0.038016222113172508 0.037595834041834045 0.04178182017357842 -0.039663830202941563 0.040640038266119553 0.029755599166027526 -0.03887313345386282 -0.01086491569287353 -0.01513415142905206 0.018724878130150082 leaf_weight=1.3239600062370325 19.142340701073408 1.7396566029638032 4.5588997583836317 3.9528543949127197 0.98048288747668255 0.66454137302935423 14.428998662158845 2.4760526660829774 0.83243176713587175 3.4355332236737004 1.7379655763506878 5.6620121002197257 2.3062010481953603 2.8640889413654804 1.4019020944833784 4.0554088540375233 0.57069187238812435 3.9063508808612823 2.4426950756460419 3.6866072621196508 1.533231709152459 0.4507850408554076 1.8347120881080616 1.6441552117466924 0.66268020868301247 4.3808537349104881 1.8000594619661567 1.5979534685611723 3.5171780120581388 4.1841034516692162 leaf_count=24 101 38 109 25 19 15 89 27 4 63 5 97 8 10 7 86 3 14 22 66 26 1 3 26 1 16 31 17 45 26 internal_value=6.24619e-11 -0.00672396 -0.0182749 -0.00636586 0.00434583 0.00299879 -0.000222222 -0.00451411 -0.00802327 -0.0112742 -0.00767418 -0.0105315 -0.00336243 0.018036 -0.000479188 -0.0210633 -0.0286891 0.0129779 0.0020826 -0.0116428 0.00469502 -0.0208365 0.00839737 -0.0114036 0.0142667 0.00828648 -0.0174775 0.018899 0.00975673 0.00326145 internal_weight=103.775 32.0075 11.2319 6.67299 4.93334 71.7679 52.6256 38.1966 31.8142 28.2855 24.85 23.112 17.45 3.52863 20.7756 5.45853 4.6261 6.3824 19.4516 6.1293 11.9915 1.98402 13.3223 3.04606 10.2763 8.44155 2.46274 5.97881 10.0075 7.70128 internal_count=1024 404 191 82 44 620 519 430 389 364 301 296 199 25 213 93 89 41 189 88 106 27 101 33 68 65 32 33 79 71 is_linear=0 shrinkage=0.03 Tree=33 num_leaves=31 num_cat=0 split_feature=19 19 7 6 19 14 19 17 17 10 6 14 11 11 7 19 17 11 7 19 15 15 15 15 11 1 17 6 1 1 split_gain=2.16824 4.09179 2.52222 2.49339 2.41174 2.28526 2.17086 1.87309 2.61425 3.49313 4.698 1.8584 1.8398 1.6148 2.18035 1.59877 1.57074 1.6689 1.52655 3.3186 1.4712 2.25569 1.43333 2.04316 1.42654 2.1572 1.41438 1.41107 1.84717 1.99104 threshold=54.843944828764144 48.400558795493097 0.57029200624320409 0.99928838555771293 49.610940926581463 67.592592592592595 53.265269905232039 25.923643148104102 55.018963634816672 0.98781538592819684 0.95518760709561945 61.257309941520482 0.25401201455788713 0.60430614650028514 0.46153845730769233 39.75696863747261 13.773594544823817 0.23264735320436811 0.85714286928571448 55.050838116242957 36.350462776174844 42.792725961009403 62.694508768530831 70.100727060218972 0.20905265171593151 0.65476190476190488 75.148090668079462 0.99918662710807493 0.17424242424242423 0.51315789473684226 decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 12 11 16 13 10 15 27 18 -9 -15 -10 17 -1 -2 -20 -14 -22 -23 -24 -4 -26 -25 28 -6 -30 right_child=5 3 24 -5 6 -7 -8 8 9 -11 -12 -13 20 14 -16 -17 -18 -19 19 -21 21 22 23 26 25 -27 -28 -29 29 -31 leaf_value=-0.022213683642681264 0.032798132839605622 -0.03620699140161223 0.02075760482788918 -0.036612568163793935 0.016487296639480904 -0.036353054193183271 -0.027332905551807229 0.012166811768460168 0.025815860875240699 -0.027888935726359882 0.027674603729609025 -0.036835543908230448 0.03759429104083415 -0.03670541461415415 0.015273151494432039 -0.037086514895793767 -0.039122670681431646 0.034012941362564574 0.036422363481907354 -0.044667676600250845 -0.038637218280684678 0.0084947469993564458 -0.038768279375995383 0.012968836683918001 -0.037639158586252559 0.021785568993693091 -0.037001160476328503 0.034606574488831282 -0.037219348434459641 -0.00084051988336028246 leaf_weight=1.3289988040924066 4.1634936593472984 2.5760826189071002 8.4096460677683336 3.4464043509215108 4.0634508654475239 1.0920369774103154 3.2632676512002936 14.921813303604727 0.44136560708284234 5.3448509443551302 3.5363515019416809 1.1556148231029499 1.142254084348681 1.5433732233941548 1.3719354905188081 2.0655520763248205 2.059953423216939 0.73945329338312138 1.0100753307342527 0.82537697255611409 1.1299291495233799 18.77112810686231 1.5098873209208239 2.6582199595868592 1.0441769398748868 1.1611998677253721 0.63075057789683331 1.1486665010452259 1.6929890513420085 6.7626153267920017 leaf_count=21 13 56 30 78 25 23 53 99 2 112 15 24 2 33 9 41 34 3 2 8 20 134 25 17 19 6 12 3 33 72 internal_value=3.87241e-11 -0.00305707 0.00238914 -0.0129895 -0.00904935 0.00631942 -0.00518127 -0.00166436 0.00100767 -0.0102216 0.0054039 -0.000304724 0.00778293 0.00817702 -0.0122445 -0.026012 -0.0205798 -0.00211316 0.0227501 -4.2682e-05 0.00430849 0.00276918 0.00475417 -0.0098774 0.0151257 -0.00635018 0.00338572 0.00278398 -0.000135852 -0.00812432 internal_weight=101.011 68.0778 43.9687 24.1091 20.6627 32.9332 18.0866 33.3536 29.2252 11.3881 6.04327 14.8233 31.8411 17.8371 2.91531 2.50692 4.12841 2.06845 5.99895 1.83545 25.8422 24.6999 23.57 4.79886 10.615 2.20538 3.28897 13.6677 12.5191 8.4556 internal_count=1024 768 424 344 266 256 210 369 311 170 58 157 233 141 42 43 58 24 23 10 210 208 188 54 55 25 29 133 130 105 is_linear=0 shrinkage=0.03 Tree=34 num_leaves=31 num_cat=0 split_feature=16 14 15 1 1 17 17 17 19 3 14 15 16 7 17 17 2 17 15 7 6 3 11 11 3 1 1 1 17 16 split_gain=2.01663 2.89372 2.39461 2.11237 3.11922 2.10359 2.08634 2.3444 3.35025 1.91286 1.86165 1.85872 1.84763 1.96234 1.82022 3.15957 1.81214 3.89357 3.11089 1.77104 1.75513 2.45394 2.40828 1.65781 2.36056 1.63721 4.38351 1.60891 1.55575 1.43402 threshold=33.333333388888896 52.904040404040408 41.918079947765683 0.8257575757575758 0.75961538461538469 5.0449727447399022 27.557399545180974 62.355391892788951 54.101405921502874 0.017760394001241395 57.676767676767689 37.379610326174337 38.260026902266752 0.22182539799285722 54.5717743212141 51.414974203745274 0.49074074074074076 44.503010927827496 62.499389250037773 0.49999999625000008 0.99880700509453846 0.2514559456132896 0.49999999802631584 0.43094791655243309 0.99862335826171078 0.51315789473684226 0.2264957264957265 0.074175824175824148 25.923643148104102 20.871212097410474 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 29 4 5 -2 -7 14 12 -5 23 -3 13 -9 15 16 -8 -18 19 -19 22 -22 25 -10 -25 26 28 -24 -4 -1 right_child=3 11 20 9 -6 6 7 8 10 -11 -12 -13 -14 -15 -16 -17 17 18 -20 -21 21 -23 27 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0030461272177154963 0.031584067190459128 0.016363838802671699 -0.037682316566576536 -0.036353978471875381 -0.037863382124907675 -0.027572987648314125 0.017604476686479902 -0.03517170786906014 0.034784617841109498 0.013114349743789895 -0.037284011566455021 -0.035479672442160562 -0.028690906245722268 0.035008508235930942 0.021284975030688994 -0.040889826187630103 -0.038170980918313099 0.017852819009813007 0.033270477385398289 -0.02778070707232283 0.0096280447450344635 -0.037502174955265595 0.022728956696663249 0.0059119105308612823 -0.042603216207700939 0.025044329328345969 -0.038424484680210806 -0.036038147565027337 0.021802939802788794 -0.0371373392650277 leaf_weight=1.9986672829836667 1.9438557252287854 0.73143072053789993 0.43208240345120597 0.73154394328594463 1.9317227490246285 2.3898391779512158 7.0889195650816008 0.58066299371421581 1.560742273926732 18.35846184939146 0.97168470546603281 4.1751683633774519 6.3164252992719412 0.93756450340151787 6.543118104338645 1.378736838698386 2.1125310827046633 1.2344804592430594 2.6690345779061317 2.0144699141383171 1.8887369614094489 2.0995204504579306 0.55928033217787687 10.917555348947641 0.98396771401166994 5.3206447586417198 1.7301556784659622 1.6749686188995836 4.6992076002061367 2.498926455155015 leaf_count=29 6 4 8 15 37 30 33 15 4 123 18 104 126 3 33 19 39 8 8 22 15 46 3 93 13 26 31 37 25 51 internal_value=8.51178e-11 -0.00684361 -0.00236432 0.00269315 -0.000462472 0.000992866 -0.000253785 0.00118715 -0.00575425 0.0112187 0.0028187 -0.0277513 -0.0215484 0.0081673 0.00789577 0.00258566 0.00655017 -0.00320798 0.00927269 -0.0104417 0.00243111 -0.0151825 0.00730389 0.00571325 0.00190088 0.012555 0.00287029 -0.0213275 0.016794 -0.0219877 internal_weight=98.4741 27.8088 22.9022 70.6653 51.5753 49.6436 47.6997 45.3099 22.2686 19.09 14.434 4.9066 7.83465 1.51823 23.0413 16.4982 15.1194 8.03052 5.91798 3.24895 18.4046 3.98826 14.4163 13.4623 11.9015 12.1821 6.86145 2.23425 5.13129 4.49759 internal_count=1024 379 271 645 507 470 464 434 272 138 128 108 144 18 162 129 110 77 38 30 191 61 130 110 106 90 64 40 33 80 is_linear=0 shrinkage=0.03 Tree=35 num_leaves=31 num_cat=0 split_feature=16 14 15 11 3 14 7 3 15 16 10 1 14 6 3 11 6 1 1 16 16 15 15 15 6 1 7 6 19 10 split_gain=1.90849 2.7023 2.18395 2.06388 3.16366 2.60022 3.03426 2.2752 1.83418 1.79433 1.78872 1.76695 1.64274 1.48773 2.3252 2.11625 1.52899 1.48223 3 2.18832 1.35481 1.33036 1.32053 2.92799 1.60621 1.31825 4.76701 1.79695 1.73972 3.23093 threshold=33.333333388888896 52.904040404040408 41.918079947765683 0.28765439064893567 0.73637639369454055 64.863547758284611 0.52277328750000007 0.47295159966673511 37.379610326174337 46.666666816666677 0.99998964906937782 0.88194444444444453 23.571428571428573 0.99892625939465074 0.2514559456132896 0.49999999802631584 0.99805384706694611 0.8257575757575758 0.46410256410256417 66.283524448275884 20.871212097410474 49.881244962671211 37.603483049593031 43.762300029104495 0.37026353598330514 0.31009615384615391 0.66666666333333346 0.006064697447093371 48.400558795493097 0.99994678320575947 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 20 25 5 6 7 11 -3 -7 -8 17 -4 15 -15 -14 -17 18 22 -20 -1 -12 -5 -24 -25 26 -2 -27 -29 -30 right_child=3 8 12 4 -6 9 10 -9 -10 -11 21 -13 13 14 -16 16 -18 -19 19 -21 -22 -23 23 24 -26 27 -28 28 29 -31 leaf_value=-0.0030945450816703204 -0.042550542251013609 0.017306583760139497 -0.037196891138292901 0.025692314840652375 0.011463492072433544 -0.037711666350644012 -0.037460569065547192 -0.028272827252716515 -0.035207939958653185 0.017676575697791123 -0.036132707312598496 -0.037668673956332686 0.013865242499012692 0.011216779117138045 -0.037416386322727618 -0.035818374566185411 0.023846239554411786 0.02620014189683088 -0.036443118386558587 0.03407620834092983 -0.036728714742050438 0.018791094385710989 -0.036317411509332986 -0.037740083751417651 0.01243844633296623 -0.038484432394879156 0.018396177790773644 0.027639304880131617 0.01410693545368422 -0.039821505233158361 leaf_weight=1.9744202382862628 1.7930394969880605 0.70337769016623397 0.90192319452762859 2.4185718670487537 13.28058100864291 0.58406831882893939 4.6704432107508174 3.0403775535523883 4.0177560802549124 5.3306513614952564 0.63017962314188469 1.0678465776145447 11.43939780443907 1.7808022163808339 1.7584808990359304 1.4405307825654734 0.52833107858896244 2.0259652230888596 2.8155082482844587 0.46086573973298062 2.3736309800297022 1.0722540877759454 1.586367279291151 0.62428492307662953 7.1461759191006422 0.56408255547285335 3.2459428049623966 6.7785927169024971 8.6195504348725063 1.1310484074056137 leaf_count=29 23 4 18 11 85 11 91 56 104 30 14 21 83 14 40 33 3 11 62 2 51 7 36 12 59 9 15 22 51 17 internal_value=9.97376e-11 -0.00677347 -0.00238986 0.00264686 -0.000925862 -0.00584132 -0.00971489 -0.00425529 -0.0273841 0.0122071 -0.0278648 -0.000231043 0.00225449 0.00435403 -0.0129464 0.00892071 -0.0198078 0.00210988 -0.00113267 -0.0265236 -0.0214557 -0.00153972 0.00593209 0.000824425 0.00840706 0.0101942 -0.00329072 0.0141695 0.0159664 0.00785135 internal_weight=95.805 26.9187 22.1975 68.8864 46.7541 33.4736 27.5588 21.186 4.72113 5.91472 6.37288 18.1456 17.8495 16.9475 3.53928 13.4083 1.96886 17.0777 15.0518 3.27637 4.34805 1.70243 11.7754 9.35683 7.77046 22.1323 5.03898 17.0933 16.5292 9.7506 internal_count=1024 379 271 645 508 423 382 270 108 41 112 214 191 173 54 119 36 193 182 64 80 21 118 107 71 137 38 99 90 68 is_linear=0 shrinkage=0.03 Tree=36 num_leaves=31 num_cat=0 split_feature=16 14 15 11 3 14 19 6 17 15 15 15 6 7 9 16 14 16 15 6 3 11 6 16 10 3 16 7 7 1 split_gain=1.80448 2.5284 2.03722 2.00558 2.91994 2.34586 2.86387 2.96728 1.90126 1.76213 2.1463 1.75661 1.7446 1.73446 1.66339 1.62156 1.54308 1.46374 1.45932 1.36619 2.18107 1.94187 1.41419 1.29434 1.17889 1.14763 1.81034 1.17988 2.45637 1.1247 threshold=33.333333388888896 52.904040404040408 41.918079947765683 0.28765439064893567 0.73637639369454055 64.863547758284611 41.944529964733803 0.96453178178032339 44.14030061524155 62.067973099667348 62.532536908280342 37.379610326174337 0.99924006583265645 0.72363635280000027 0.55829726891280151 46.666666816666677 23.571428571428573 41.468253826388896 62.499389250037773 0.99892625939465074 0.2514559456132896 0.49999999802631584 0.99805384706694611 20.871212097410474 0.99290039490077409 0.76119045293467036 46.045140963052802 0.64520773460968905 0.95477581061942784 0.31009615384615391 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 23 29 5 6 8 9 14 -8 -11 -3 13 -9 -5 -7 -4 -12 -14 21 -21 -18 -23 24 -1 -6 -27 -28 -29 -2 right_child=3 11 16 4 25 15 7 12 -10 10 17 -13 18 -15 -16 -17 19 -19 -20 20 -22 22 -24 -25 -26 26 27 28 -30 -31 leaf_value=0.014374453242744341 -0.0025806727969901622 0.016735833056423035 -0.036871689125773405 -0.039754488632053608 0.033593922238542087 -0.03728770692585015 -0.032929160375896965 0.0096056098152418976 0.031642337628175907 0.024348872720564723 0.017078341561053548 -0.034962778437441763 -0.027926827178049667 -0.036688743138042844 0.029809644672906348 0.016751047011230653 0.013256449335745421 -0.036849674825000629 0.021996315214336346 0.010754103949465755 -0.037043434658826119 -0.035530029026922962 0.022758130406405397 -0.036414020450619956 -0.034804263985158387 -0.037449939713750734 0.019434923340186292 -0.04032418400293885 0.011493691698004951 0.013841593511637716 leaf_weight=1.2418321222066939 4.8413610905408886 0.6989760547876348 0.86868538334965961 0.82036471366882613 1.7539869956672181 0.55275427363812824 7.4609599709510821 7.236756179481743 2.3106693215668201 1.2515420876443388 0.59680624306201968 3.8471135310828686 3.1882325969636436 0.80988178774714459 0.49665037542581558 5.2131338268518448 11.277196167036893 1.8796256259083746 0.63132431358098973 1.7513761632144444 1.6866884119808672 1.3723984323441971 0.51527078449726094 2.2845071889460087 0.67831796593964089 0.75230025127529998 6.0141568519175035 1.0799334757030008 3.4651262499392033 16.700299503281713 leaf_count=11 38 4 18 12 4 11 155 72 7 5 5 104 66 18 2 30 83 37 3 14 40 33 3 51 18 14 31 16 20 99 internal_value=1.90501e-10 -0.00667251 -0.00240637 0.0026093 -0.000960048 -0.00578174 -0.00953139 -0.01343 0.0152458 -0.0245136 -0.00767105 -0.0270139 -0.00297909 0.00494615 -0.0135216 0.0115706 0.0021054 -0.0238533 -0.0196752 0.00414472 -0.012695 0.0085425 -0.0196193 -0.0211541 -0.00299857 0.0110148 0.00751365 0.0107171 -0.000818547 0.0101508 internal_weight=93.2782 26.2224 21.6763 67.0559 45.5142 32.4487 26.6828 23.0551 3.62768 11.1889 3.72797 4.54609 11.8662 8.04664 1.31702 5.76589 17.4716 2.47643 3.81956 16.6029 3.43806 13.1649 1.88767 4.20466 1.92015 13.0655 11.3115 10.5592 4.54506 21.5417 internal_count=1024 379 271 645 508 423 382 361 21 202 47 108 159 90 14 41 191 42 69 173 54 119 36 80 29 85 81 67 36 137 is_linear=0 shrinkage=0.03 Tree=37 num_leaves=31 num_cat=0 split_feature=19 19 7 6 19 10 3 19 1 14 14 17 6 6 14 17 17 10 15 3 14 6 17 7 19 16 1 19 14 10 split_gain=1.68562 3.61209 2.09567 2.09318 2.00207 1.88662 1.84654 1.81028 1.79646 1.77575 3.5672 1.49151 3.59247 2.19624 1.47893 1.29425 2.85364 3.64486 3.3351 2.29728 1.75171 1.68302 1.25624 2.04616 1.72827 1.68555 1.66027 2.2669 1.9287 1.52171 threshold=54.843944828764144 48.400558795493097 0.57029200624320409 0.99928838555771293 49.610940926581463 0.9999949408586376 0.99862335826171078 53.265269905232039 0.324561403508772 45.534290271132384 63.484848484848492 49.999449692238279 0.062932073462562035 0.99986348347970677 61.257309941520482 49.007874055505773 51.021680433429047 0.98781538592819684 48.298685894865123 0.31000052468826317 37.339743589743598 0.99994298970506412 49.999449692238279 0.83809523358571403 55.80269559944859 58.333333145833343 0.55050505050505061 59.804028863810764 43.756496881496894 0.95352381100324624 decision_type=2 2 2 2 2 2 2 2 2 2 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 22 9 14 -7 15 -11 12 -4 -14 -6 19 -17 18 -18 20 -1 -19 23 -2 -25 26 28 -28 -24 -27 right_child=5 3 11 -5 7 8 -8 -9 -10 10 -12 -13 13 -15 -16 16 17 21 -20 -21 -22 -23 25 24 -26 29 27 -29 -30 -31 leaf_value=0.0083880642318431755 0.031306811546800976 -0.035438079566452334 0.026234197484545627 -0.035811745957920103 0.0022299409458575235 0.0098300768962086282 0.021495885642502984 -0.026657499266788103 -0.036320930037371725 -0.035695911139524743 0.023022858950834373 0.02763420999756314 -0.041897776387410782 0.022936835608222555 -0.035793613022278133 0.02541389931366058 0.019197251973928926 -0.035435304424054577 -0.037938329036407641 -0.038011514062007486 -0.03711573700628059 0.012562042990554585 -0.040412956515664913 0.024033693013558146 -0.043961522386662774 -0.0030401876549950337 -0.036872822362740365 0.0051290002566837254 0.017609026066920979 0.019328495740752027 leaf_weight=4.1048291735351183 4.2340391129255357 2.2551236320287051 2.8951638974249345 3.0375116728246203 12.37040363624692 1.3380797952413552 2.8708867244422427 2.9245429653674355 1.7543409485369919 3.5561660733073941 1.2614340186119077 4.3804782032966614 1.6826127618551256 0.6526060178875922 0.99465288780629713 4.2930042073130599 5.711239615455268 3.2774250414222479 1.0959048084914682 2.0060806702822447 0.93478236347436894 0.82251303642988194 0.60611361637711691 0.6503649055957792 0.69697650149464607 4.0404020622372618 2.483579708263278 2.164273988455534 3.4531785063445568 8.4854500330984575 leaf_count=29 14 56 14 78 133 10 13 53 38 89 8 16 23 2 24 19 40 83 20 39 19 10 9 3 7 39 52 21 20 43 internal_value=3.00776e-10 -0.00285539 0.00253208 -0.0127268 -0.00894568 0.00583622 -0.00138113 -0.00527809 -0.0163515 -0.00380793 -0.0203211 0.0147203 0.00390474 -0.0237789 -0.000599844 -0.000231799 0.00469479 -0.00346021 0.0099988 -0.0108602 -5.22988e-05 -0.0258063 0.00839506 0.0210602 -0.0111401 0.00506587 -0.00507213 -0.0173147 0.00894547 0.0121131 internal_weight=91.0342 61.1274 39.5451 21.5822 18.5447 29.9068 29.9343 16.2896 3.09242 27.0634 4.8176 9.61086 5.23038 2.33522 13.3651 22.2458 15.2001 10.9071 6.80714 7.04569 5.03961 4.09994 26.8144 5.58138 1.34734 21.233 8.70715 4.64785 4.05929 12.5259 internal_count=1024 768 424 344 266 256 369 210 48 356 97 55 39 25 157 259 172 153 60 87 48 93 208 24 10 184 102 73 29 82 is_linear=0 shrinkage=0.03 Tree=38 num_leaves=31 num_cat=0 split_feature=11 9 1 10 15 15 14 1 7 15 19 15 3 10 11 10 17 17 15 19 17 10 6 14 14 10 10 1 1 7 split_gain=1.62685 3.19346 2.63964 2.01266 1.85576 2.96919 1.78445 1.64792 1.71418 2.00092 1.731 2.33323 1.49769 2.28093 2.25471 1.45276 2.55015 1.40388 2.00299 1.29085 2.04182 1.23739 2.26325 2.02621 2.50803 1.90705 2.23135 2.08669 2.37254 3.27982 threshold=0.41363211386884169 0.93160714667755118 1.0000000180025095e-35 0.9999949408586376 36.926230142482041 49.966181478571009 20.601851851851858 0.20526315789473684 0.89087301500000005 61.158593458280485 49.850216959740344 62.496766859970684 0.10880302876976193 0.9999949408586376 0.40953379342528756 0.99985549643774885 90.107381584354172 85.273159092093152 55.898728179029639 42.542167774788609 87.889994442627241 0.99991750267989132 0.9999232095811722 40.608465608465622 50.438596491228076 0.99974134460868724 0.99776766111806114 0.12916666666666668 0.73508771929824579 0.42166666550000004 decision_type=2 2 2 2 2 2 2 2 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 19 15 -4 -6 -1 -7 9 -9 -11 -12 13 14 -8 16 17 18 -3 -2 -21 25 23 -23 -25 26 27 -14 29 -29 right_child=1 3 4 -5 5 7 12 8 -10 10 11 -13 21 -15 -16 -17 -18 -19 -20 20 -22 22 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.038053466703701529 0.027844160701092264 -0.036017198785650927 0.010555196301323948 -0.0371637172182347 -0.028932547428014779 -0.037432449548161065 -0.028083674817995289 -0.027052526376755908 0.019764703583309461 0.030466738147217363 0.015823779471512485 -0.0262397933238088 0.027135903196384797 0.027337406467256221 0.042271493219680413 0.023389024386503306 -0.020624948614650321 0.031589643937852581 0.012733857030799607 -0.03629037163402396 0.017640303909276758 -0.039041642364331441 -0.036800851790332226 0.021635766657800044 -0.038458547992005945 0.026120399535751668 -0.039536307036834341 -0.038208645407882866 0.01609200410253888 0.0031518133311611994 leaf_weight=0.87798549421131511 2.1831726469099548 0.93369297683238439 2.6132979523390558 0.87566966563463289 9.5355972442775983 1.4359806105494488 3.6621475704014292 3.5125002190470678 2.3155973441898814 1.4127052240073679 2.157292652875185 2.6382549405097961 4.2738136090338328 1.1645736135542391 0.46163731813430775 4.7257200963795194 2.8848872967064381 2.3827295787632465 4.0423533767461777 1.0322389174252751 1.6287236921489237 0.80864308215677638 1.4854350369423626 4.0296874549239874 0.73978762701153744 5.4380045086145392 0.91451102681457896 2.1957503892481354 8.0009051747620088 8.0574966538697463 leaf_count=16 9 21 21 17 241 27 68 79 14 7 16 45 17 7 1 23 37 8 26 22 12 15 34 23 13 26 17 42 55 65 internal_value=1.20706e-10 -0.00388037 -0.00956178 0.0070433 -0.0134015 -0.0161226 0.0042674 -0.00705575 -0.0034317 -0.00895735 0.00128052 -0.00731736 0.00516856 -0.00973762 -0.0202078 0.0096293 0.00328151 0.0126536 0.00358633 0.0107469 -0.00328045 0.00736167 -0.00389348 0.00486965 0.0123146 0.0101144 0.0064015 0.00826632 0.00384842 -0.0057056 internal_weight=88.4208 46.3104 30.4654 15.8451 25.6212 23.0079 42.1104 13.4723 12.0364 9.72075 6.20825 4.79555 41.2324 5.28836 4.12378 14.9694 10.2437 7.35878 4.97605 4.84414 2.66096 35.944 7.06355 5.57812 4.76948 28.8805 23.4425 22.528 18.2542 10.2532 internal_count=1024 625 493 132 450 429 399 188 161 147 68 61 383 76 69 115 92 55 47 43 34 307 85 51 36 222 196 179 162 107 is_linear=0 shrinkage=0.03 Tree=39 num_leaves=31 num_cat=0 split_feature=16 14 17 19 19 17 1 1 10 15 15 17 1 14 17 19 9 9 14 2 14 19 17 3 10 3 7 15 14 7 split_gain=1.56004 1.77345 1.98297 1.81922 1.75623 1.67727 1.82656 2.32004 1.73918 1.64306 1.94753 1.55344 1.47147 1.66412 3.86835 2.53301 1.55131 2.34552 1.64261 1.59522 1.48246 1.43608 2.13266 1.90567 2.41306 1.4133 1.39819 1.35433 2.08123 1.51164 threshold=35.643331541440141 45.534290271132384 54.5717743212141 45.366729762590616 49.97201467679951 3.6511404627855728 0.8257575757575758 0.75961538461538469 0.36585021758611397 41.918079947765683 42.280200075999296 25.923643148104102 0.68990384615384626 35.750035750035757 48.719291135760791 60.825532092385352 0.53939394166666677 0.37581169000000009 37.828282828282831 0.49074074074074076 35.63492063492064 60.317263436921401 56.517936944834034 0.34314317800296129 0.98585884903483401 0.017760394001241395 0.42857142857142855 39.535646452479597 49.005847953216382 0.30000000075000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 9 3 -3 -5 -2 7 12 -8 -1 -11 -12 13 20 -15 16 17 19 -19 -16 21 22 -7 -24 -25 -10 -18 -27 -29 -30 right_child=5 2 -4 4 -6 6 8 -9 25 10 11 -13 -14 14 15 -17 26 18 -20 -21 -22 -23 23 24 -26 27 -28 28 29 -31 leaf_value=-0.019145318955503827 0.029789994107011265 -0.035275604294932685 -0.03435923814698133 0.014025996981028617 -0.036399992984361113 0.010382990841157411 -0.019222663391057444 -0.036936324841435039 -0.035307296575949269 0.0370097861134197 -0.038585013097757317 0.0032471013517547187 0.015897871223921924 -0.038582055671497348 0.030215985114709409 -0.038429438047797533 -0.0017771731853247947 -0.037565227717270909 0.01743967153359811 -0.038429621756619056 0.033789159856312451 0.035467749371128253 -0.036008950810670612 0.017424691428135783 -0.028918290977473664 0.036985674036773476 -0.038348261312063321 -0.038313613327238746 -0.019304420613828123 0.018447866737193463 leaf_weight=3.3830668088048759 1.9837066531181324 1.3829698301851729 3.5479334499686956 3.3071624431759119 0.76548673771321762 7.4384746477007848 1.5991939157247532 1.6021222043782462 0.50898042879998584 1.4555228762328614 0.8597188163548698 11.302125738933681 4.5739946942776433 3.1396924629807499 0.3893346711993243 1.5738854948431242 2.913733832538127 0.51941347867250343 8.2425650563091022 1.4011472202837465 1.4560478031635291 1.0751876831054694 2.1809054017066956 2.4854953028261662 1.7048071306198833 2.2314249724149695 1.3895949870347974 0.70983177609741588 1.0589692760258902 9.6821170896291715 leaf_count=66 7 38 109 25 19 50 26 35 12 4 15 128 38 58 2 28 40 10 63 26 5 3 52 18 32 5 25 14 16 55 internal_value=9.69669e-11 -0.00613526 -0.0169008 -0.00554704 0.00454803 0.00266521 0.00173552 -0.00152895 0.0104363 -0.000433778 0.00421487 0.000289996 -0.000127741 -0.00216897 -0.00807036 -0.00223961 0.0015945 0.00778532 0.014179 -0.0235028 0.00489835 0.00207223 -0.000527863 -0.0132664 -0.00142976 0.0137785 -0.0135864 0.0156045 0.011438 0.0147258 internal_weight=85.8646 26.004 9.00355 5.45562 4.07265 59.8606 57.8769 42.0864 15.7905 17.0004 13.6174 12.1618 40.4843 35.9103 19.5694 16.4297 14.8558 10.5525 8.76198 1.79048 16.3409 14.8849 13.8097 6.37121 4.1903 14.1913 4.30333 13.6823 11.4509 10.7411 internal_count=1024 404 191 82 44 620 613 485 128 213 147 143 450 412 252 194 166 101 73 28 160 155 152 102 50 102 65 90 85 71 is_linear=0 shrinkage=0.03 Tree=40 num_leaves=31 num_cat=0 split_feature=16 14 17 19 19 11 15 15 9 10 17 19 15 16 17 15 19 14 14 16 9 16 14 15 11 15 15 19 19 1 split_gain=1.48791 1.69183 1.86885 1.6987 1.62631 1.62419 1.51892 1.79478 1.47826 1.82123 1.43535 1.37383 1.88637 1.71121 1.51168 1.49667 1.60628 1.58818 1.47826 1.75965 1.3874 1.32766 1.32289 1.52368 1.27127 1.89204 1.45865 1.44109 1.39513 1.17568 threshold=35.643331541440141 45.534290271132384 54.5717743212141 45.366729762590616 49.97201467679951 0.2011598542787488 41.918079947765683 42.280200075999296 0.93160714667755118 0.9999949408586376 25.923643148104102 41.944529964733803 49.881244962671211 38.260026902266752 44.14030061524155 51.595536126581578 54.101405921502874 35.750035750035757 47.527472527472533 37.987013003787887 0.55829726891280151 20.871212097410474 64.863547758284611 40.556266867261066 0.9347840739207719 44.171470566912113 46.164559784129679 61.186917328755129 62.146108536096008 0.4701754385964913 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 -3 -5 -2 21 -8 11 24 -9 14 13 -13 20 16 -14 -17 19 -19 -7 -1 -15 -24 26 -26 -10 -27 -29 -20 right_child=5 2 -4 4 -6 8 7 10 9 -11 -12 12 15 22 -16 17 -18 18 29 -21 -22 -23 23 -25 25 27 -28 28 -30 -31 leaf_value=0.0026811360525021404 0.01090136457612516 -0.035036996591264739 -0.034160002582485777 0.013307141959863558 -0.036079521907479387 -0.038569105107464294 0.036313490413953937 -0.038129245890736858 -0.037919112386024169 -0.036488764187790797 0.0030997874934509044 0.011633160158178651 -0.034665313359961994 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25 19 12 4 15 8 17 128 16 11 147 7 33 11 1 13 55 2 45 4 9 18 33 42 2 12 66 internal_value=1.23716e-10 -0.00606653 -0.0167881 -0.00565901 0.00415491 0.00264169 -0.000463924 0.00403713 -0.000398546 0.00722722 0.000289429 -0.00449881 -0.00692638 -0.0183699 0.0139079 -0.000857877 0.0189973 -0.00510453 -0.0117487 -0.0289192 -0.0131873 -0.0187065 -0.0244291 0.00185059 0.00974728 -0.000702377 0.0175305 -0.0164544 0.00292153 -0.00346808 internal_weight=83.5598 25.3484 8.69979 5.30268 3.97485 58.2114 16.6486 13.3538 42.5497 14.8784 11.9645 27.6712 24.447 8.47169 3.22419 15.9753 2.8148 13.1605 9.35723 3.04442 1.17679 3.29482 7.04829 1.38516 14.0675 6.00513 8.06236 3.20268 1.66195 6.31281 internal_count=1024 404 191 82 44 620 213 147 519 132 143 387 366 176 21 190 22 168 135 56 14 66 160 13 115 65 50 47 14 79 is_linear=0 shrinkage=0.03 Tree=41 num_leaves=31 num_cat=0 split_feature=19 19 6 7 19 14 19 11 17 17 10 6 6 1 9 19 16 16 7 19 17 6 6 11 14 19 16 17 17 2 split_gain=1.45421 2.99302 1.83462 1.80743 1.74512 1.59312 1.53632 1.36571 1.31147 1.75216 2.38281 3.47396 1.26858 1.77336 1.53658 1.38011 1.72184 1.6623 1.23785 2.43983 1.2034 2.81518 1.75849 1.15901 1.38496 1.11811 1.07993 1.80905 1.07633 1.16594 threshold=54.843944828764144 48.400558795493097 0.99928838555771293 0.57029200624320409 49.610940926581463 67.592592592592595 53.265269905232039 0.25401201455788713 25.923643148104102 55.018963634816672 0.98781538592819684 0.95518760709561945 0.99918662710807493 0.17424242424242423 0.93160714667755118 49.772413581917931 55.514211976670886 56.335522333333344 0.85714286928571448 55.050838116242957 49.999449692238279 0.062932073462562035 0.99986348347970677 0.64773546531581017 20.601851851851858 39.75696863747261 39.748677266975314 59.926638776869282 13.773594544823817 0.49074074074074076 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 8 -3 7 12 18 28 23 11 25 13 26 15 -15 -17 -18 -2 -20 21 -5 -23 -10 -25 -11 -6 -28 29 -1 right_child=5 2 -4 20 6 -7 -8 -9 9 10 -12 -13 -14 14 -16 16 17 -19 19 -21 -22 22 -24 24 -26 -27 27 -29 -30 -31 leaf_value=0.01681246045318411 0.031629865068992583 -0.034779609314392064 -0.035184676702742113 0.024903627119181686 0.034180180838782367 -0.034916269567179532 -0.025813626208358906 0.0037617063086666123 0.010604519849848594 0.021737917852916944 -0.026131401343995674 0.02591167561779311 0.033129755065476038 0.01523880102988228 0.01500556253729594 -0.035864189377154507 0.02345883881206676 -0.036523180594162097 0.035082302499771983 -0.042041826890231837 0.026624399898662127 -0.04018416053310761 0.021605152946605505 0.022175306456110776 -0.03554245632076293 -0.035561854670693657 0.02331690497243873 -0.037447834387439836 -0.036867261228235478 -0.035623348991424532 leaf_weight=1.0471716914325981 3.327401250600821 2.0090293362736764 2.7017196891829363 2.5610473789274675 1.4786028899252381 0.84076459892094035 2.6199650522321454 21.146199697628617 12.778416808694603 0.37495228648185586 4.1235883664339781 2.8956609666347504 0.93286585062742311 0.96351140923798073 1.6187826525419948 3.5352863371372223 1.0844510067254303 0.67442884296178807 0.78173136711120583 0.69949747622013092 3.9315323922783136 1.4429332930594685 0.58161804080009449 0.56609759852290054 1.1035580104216931 1.6786778047680853 1.1407676152884958 0.71879378519952286 1.5955991446971891 0.60050744377076615 leaf_count=9 13 56 78 14 5 23 53 210 108 2 112 15 3 8 12 87 7 15 2 8 16 23 2 3 30 41 6 14 34 15 internal_value=-1.37035e-11 -0.00280228 -0.0122417 0.00240904 -0.00854688 0.00572674 -0.00497807 0.00704331 -0.0014214 0.00104457 -0.00928811 0.00474517 -0.000484262 -0.00328038 -0.0110467 -0.0177861 -0.0237965 0.000459198 0.0214743 -0.0013389 0.0144458 0.00400433 -0.0224332 0.00753313 -0.0159732 -0.0251 0.0150444 -0.000171062 -0.0193051 -0.00229811 internal_weight=81.5552 54.7596 19.4782 35.2814 16.7765 26.7956 14.7675 25.9548 26.7642 23.521 9.07288 4.94929 12.1475 11.2146 7.87646 6.25768 5.29417 1.75888 4.80863 1.48123 8.51713 4.5856 2.02455 14.4481 1.66966 2.05363 3.33816 1.85956 3.24328 1.64768 internal_count=1024 768 344 424 266 256 210 233 369 311 170 58 157 154 129 117 109 22 23 10 55 39 25 141 33 43 25 20 58 24 is_linear=0 shrinkage=0.03 Tree=42 num_leaves=31 num_cat=0 split_feature=16 14 15 11 3 14 7 3 10 15 1 16 9 14 1 14 19 19 1 15 6 19 11 1 11 15 16 3 16 7 split_gain=1.32765 1.94963 1.54818 1.48584 2.27849 1.81479 2.29634 1.76302 1.44785 1.33128 1.31071 1.30274 1.22472 1.21282 1.13742 2.2245 1.88196 2.47999 1.40925 1.10278 1.61138 2.24196 1.34104 1.13812 1.07294 1.02298 1.00289 0.926067 1.32374 0.92384 threshold=33.333333388888896 52.904040404040408 41.918079947765683 0.28765439064893567 0.73637639369454055 64.863547758284611 0.52277328750000007 0.47295159966673511 0.99998964906937782 37.379610326174337 0.88194444444444453 46.666666816666677 0.39999999880000009 23.571428571428573 0.8257575757575758 50.438596491228076 54.843944828764144 48.195990100219682 0.34523809523809529 43.762300029104495 0.99892625939465074 55.700820383401258 0.47186090983555667 0.074175824175824148 0.40953379342528756 49.881244962671211 20.871212097410474 0.76119045293467036 46.045140963052802 0.64520773460968905 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 26 -2 5 6 7 10 -8 -3 14 -7 -9 -4 15 16 17 18 24 -15 22 -22 -21 -24 -5 -10 -1 -6 -29 -30 right_child=3 9 13 4 27 11 8 12 25 -11 -12 -13 -14 19 -16 -17 -18 -19 -20 20 21 -23 23 -25 -26 -27 -28 28 29 -31 leaf_value=-0.0030183567422496869 0.0094510469973561884 0.014644395778775103 -0.035709035351997424 -0.03654463679717395 0.032668968279551167 -0.036069062155451373 -0.036106133624976416 0.027513520829592974 -0.034718873295731582 -0.033986638667390698 -0.035880271483358268 0.015767864091902905 -0.035229287535923831 0.023151402127104443 0.025232410974121974 -0.034778420309011647 0.023983242482975498 -0.035041647382080723 -0.035012441336177529 0.010880947831235339 -0.036611889401919145 0.03168585563198846 0.021754747896423746 -0.034810346599945106 0.014429369914252452 0.018552543576700654 -0.035228795073956043 -0.035966764295655644 0.018420017127055696 -0.00099102116205860365 leaf_weight=1.6285640522837701 18.364089589565992 0.60530403628945295 0.73268363066017528 0.40218931995332763 1.4805831126868714 0.48269387520849605 3.8323486531153312 0.3212039172649378 0.50587088242173173 3.1075982274487615 0.86171699315309602 4.543305192142725 2.1824775617569685 2.2488462757319203 1.701233176514507 1.530829844996332 3.015144532546401 1.7790929023176429 0.69041019678115834 7.9778417423367483 1.9253180678933852 0.55792384967207898 0.44219152256846417 1.1598042920231817 4.8924619294703007 0.90452395752072334 1.8676378950476646 0.59999048709869285 5.1208643577992898 3.8776634205132723 leaf_count=29 137 4 18 9 4 11 91 2 14 104 21 30 54 15 11 42 16 48 20 71 50 2 3 32 47 7 51 14 31 36 internal_value=-4.22569e-12 -0.00621561 -0.00224197 0.0024229 -0.000910002 -0.00551672 -0.00913992 -0.00388951 -0.0265421 -0.0260585 3.11073e-05 0.0107895 -0.0271798 0.00193706 0.0022397 -0.000937839 0.00386806 -0.00394351 0.00530059 0.00386431 0.000268739 -0.0212671 0.00585115 -0.0191969 0.0105573 -0.000554488 -0.0202249 0.0105851 0.00717859 0.0100554 internal_weight=79.3424 22.2537 18.5408 57.0887 38.7246 27.6455 22.6195 17.3768 5.24274 3.7129 14.8731 5.026 2.50368 15.0446 14.0114 12.3101 10.7793 7.76415 5.98506 14.3119 12.0631 2.48324 9.57984 1.602 5.29465 1.41039 3.4962 11.0791 9.59852 8.99853 internal_count=1024 379 271 645 508 423 382 270 112 108 214 41 56 191 193 182 140 124 76 173 158 52 106 35 56 21 80 85 81 67 is_linear=0 shrinkage=0.03 Tree=43 num_leaves=31 num_cat=0 split_feature=19 19 6 7 19 10 14 3 14 14 11 15 15 10 19 9 3 16 14 14 7 19 17 6 6 11 11 19 11 19 split_gain=1.25263 2.69732 1.66085 1.656 1.59797 1.45639 1.38037 1.3745 1.35681 2.80881 1.19146 1.30084 1.37675 1.17198 2.13761 1.62967 1.42335 2.20642 2.14857 1.20229 1.16239 2.23826 1.09777 2.51865 1.59894 1.06494 1.61785 1.77221 1.05145 1.11953 threshold=54.843944828764144 48.400558795493097 0.99928838555771293 0.57029200624320409 49.610940926581463 0.9999949408586376 61.257309941520482 0.99862335826171078 45.534290271132384 63.484848484848492 0.24262058915929322 62.694508768530831 70.100727060218972 0.99994169540161015 53.078844494742057 0.30555555862139927 0.66655724980818831 35.283725448298654 54.093035343035346 44.590643274853811 0.85714286928571448 55.050838116242957 49.999449692238279 0.062932073462562035 0.99986348347970677 0.71760287412543067 0.61204350697756149 56.992129644156272 0.93825642195680536 55.387005204487686 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 4 7 -3 10 13 8 -1 -10 20 25 -13 14 15 -6 17 -17 -19 -15 -2 -22 23 -5 -25 26 27 -12 29 -27 right_child=5 2 -4 22 6 -7 -8 -9 9 -11 11 12 -14 19 -16 16 -18 18 -20 -21 21 -23 -24 24 -26 28 -28 -29 -30 -31 leaf_value=-0.00032340576088579965 0.031868835425709896 -0.0344502699911204 -0.034819250138531127 0.024173972259216869 -0.036651792062289093 -0.015867011002069394 -0.034766381637441127 0.019971148592819545 -0.034740714012009198 0.021824695640228951 -0.038506131765976274 -0.03665344960524497 0.0015139563979838452 -0.034680676702695125 -0.036545563744593827 0.033667443007001405 0.022938877402914074 -0.036202997541857782 0.013986351860745951 0.021615743538506368 0.034895196068477068 -0.041186573035930159 0.026061248778678495 -0.039599021106441874 0.020777772463609956 -0.037490714767960787 -0.037512624677081309 0.021641244410839859 0.0029751849549719141 0.024259699656603569 leaf_weight=19.018905511125929 3.1112933717668119 1.8660134021192814 2.4775613956153384 2.4254778418689948 0.96626290492713263 2.5970368050038806 1.263530509546398 2.4488192535936824 2.9349532322958103 1.0810830015689132 0.57833071239292966 1.2679814193397754 2.5838393587619066 0.39199091307818834 1.7943033780902622 0.99159727431833733 2.5064519047737122 2.0497853010892872 1.2272861134260891 2.6464858967810869 0.73600657284259774 0.66015195101499557 3.7532599903643131 1.3475775476545093 0.55831634998321522 0.27681931387632897 1.0297600179910658 1.8550996761769054 5.0842151064425707 5.8152386620640755 leaf_count=259 12 56 78 14 22 48 36 13 89 8 11 27 29 11 41 4 16 48 12 20 2 8 16 23 2 6 22 12 50 29 internal_value=2.27576e-11 -0.00268501 -0.0119915 0.00235557 -0.00839001 0.00542857 -0.00487578 -0.00139748 -0.00366916 -0.0195138 0.00783328 0.00446203 -0.0110504 -0.00187219 -0.00704223 -0.000203923 0.00499425 -0.00554238 -0.0174067 0.014353 0.0216635 -0.00107889 0.0141857 0.00389513 -0.0219121 0.00854353 -0.00599205 0.00734658 0.0130477 0.0214538 internal_weight=77.3454 51.7497 18.1813 33.5684 15.7037 25.5958 13.8377 25.4838 23.0349 4.01604 22.9987 18.4913 3.85182 12.5742 9.53569 7.74138 6.77512 4.26867 3.27707 3.03848 4.50745 1.39616 8.08463 4.33137 1.90589 14.6395 3.46319 2.43343 11.1763 6.09206 internal_count=1024 768 344 424 266 256 210 369 356 97 208 186 56 174 143 102 80 64 60 31 22 10 55 39 25 130 45 23 85 35 is_linear=0 shrinkage=0.03 Tree=44 num_leaves=31 num_cat=0 split_feature=14 19 19 7 6 19 14 11 3 14 14 10 19 1 1 3 11 17 11 1 3 15 15 15 15 7 19 1 1 17 split_gain=1.20579 1.551 2.40982 1.55393 1.51801 1.50334 1.28552 1.26221 1.23655 1.27922 2.63923 1.09212 1.98769 1.91963 1.88188 1.13212 1.18937 1.38338 1.01997 1.29552 1.00385 0.97235 1.39501 1.0015 1.24232 0.968856 2.08682 0.912412 1.47383 0.910103 threshold=67.592592592592595 54.843944828764144 48.400558795493097 0.57029200624320409 0.99928838555771293 49.610940926581463 61.257309941520482 0.25401201455788713 0.99862335826171078 45.534290271132384 63.484848484848492 0.99994169540161015 53.078844494742057 0.18465909090909091 0.8257575757575758 0.26175930613209147 0.19386422446074422 59.926638776869282 0.20905265171593151 0.65476190476190488 0.75603007065444527 36.350462776174844 42.792725961009403 62.694508768530831 70.100727060218972 0.85714286928571448 55.050838116242957 0.11805555555555559 0.27922077922077926 75.148090668079462 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 8 5 -4 11 25 9 20 -11 12 13 -7 -13 -15 -17 -18 -5 -20 -1 -9 -23 27 -25 -3 -27 -24 -29 -26 right_child=-2 7 4 18 -6 6 -8 21 -10 10 -12 14 -14 15 -16 16 17 -19 19 -21 -22 22 23 24 29 26 -28 28 -30 -31 leaf_value=0.00085148359263780287 -0.034215196724470938 0.030615654291568855 -0.034213842659176485 0.019277489395271779 -0.034702456256813792 0.019890745358622276 -0.034565883833047359 0.035425529004604453 0.019043567009507149 -0.034520524824684665 0.021265899444487167 -0.014187534678661028 -0.036218612409110562 -0.035054885554523858 0.034257195508031323 -0.039537413470638709 0.016930287480749963 -0.035020149328379331 -0.035478350076729732 0.018963842877916484 -0.038909672356781173 -0.036262622762682842 0.030011327241438773 -0.036384093108313476 0.010176986124590379 0.034826450460748358 -0.040705858515390207 -0.039452565190187638 0.007156271893960865 -0.035210291361346492 leaf_weight=18.205761935561906 0.91570132877677579 3.0382823236286667 1.7674686657264853 6.2601928748190394 2.2368623837828627 2.7030470184981805 1.1866656094789494 0.82031586766243236 2.3944243229925624 2.8091509500518437 1.04797644354403 1.2413984704762691 1.702629283070564 1.3471357971429823 1.7237700279802082 0.63652380183339152 2.1815437711775307 0.58503982797265042 0.77202419750392415 0.80208391323685646 0.58999194391071696 0.81780317611992615 1.4408643469214464 1.1283265687525266 2.0600824430584912 0.71124792098999001 0.61286806687712669 0.64242486283182998 12.323041655123232 0.49271614290773857 leaf_count=248 30 13 56 30 72 21 35 2 13 89 8 25 41 37 6 10 19 15 19 6 11 20 6 25 17 2 8 10 118 12 internal_value=9.25163e-11 0.000421785 -0.00258126 0.00218839 -0.0116405 -0.00821854 -0.00476598 0.00667943 -0.00145897 -0.0036261 -0.0193634 -0.00184854 -0.00697314 -0.0002923 0.0139753 -0.0117771 -0.00256252 0.00594451 0.0138495 -0.00773743 -0.000396605 0.00344994 0.00206249 0.00379531 -0.0101698 0.0212823 -0.000133735 0.00736371 0.00484685 0.00141678 internal_weight=75.1974 74.2817 50.1937 32.8816 17.3121 15.0752 13.3078 24.088 25.0473 22.6529 3.85713 12.1211 9.15592 7.45329 2.96517 4.75024 3.40311 2.76658 7.8343 1.57411 18.7958 19.7256 18.9053 18.0875 3.68113 4.3624 1.32412 14.4063 12.9655 2.5528 internal_count=1024 994 761 424 337 265 209 233 369 356 97 174 143 102 31 81 44 34 55 25 259 210 208 188 54 23 10 134 128 29 is_linear=0 shrinkage=0.03 Tree=45 num_leaves=31 num_cat=0 split_feature=11 9 10 14 1 15 15 1 16 6 6 11 1 11 10 3 15 3 11 19 7 15 19 15 19 15 19 7 7 3 split_gain=1.14953 2.60265 1.48603 1.45177 1.38987 1.64117 1.98324 1.53013 1.3493 1.76472 1.6984 1.31428 1.64955 1.09014 1.66768 1.58861 1.10034 0.963518 0.92447 0.90138 1.12226 1.69978 1.07456 1.37483 0.862734 0.860532 2.04127 1.85557 1.26294 1.85389 threshold=0.43331212952061443 0.93160714667755118 0.9999949408586376 20.601851851851858 1.0000000180025095e-35 36.926230142482041 49.966181478571009 0.27922077922077926 30.860805881410254 0.9206293545468085 0.99937119491397863 0.10478523555994486 0.12916666666666668 0.9347840739207719 0.99985549643774885 0.34314317800296129 35.871237244241243 0.83361461283055316 0.83745046729689798 61.670252649140131 0.89087301500000005 61.158593458280485 49.850216959740344 62.496766859970684 59.804028863810764 51.913768473940287 54.900677582907242 0.16666666708333336 0.24999999625 0.92963742575175978 decision_type=2 2 2 2 2 2 2 2 2 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 13 -1 -2 -6 -7 -8 9 -5 11 -11 -13 15 16 -3 -15 -18 -17 20 21 24 -23 -24 -9 27 28 -10 -27 -30 right_child=1 2 -4 8 5 6 7 19 25 10 -12 12 -14 14 -16 18 17 -19 -20 -21 -22 22 23 -25 -26 26 -28 -29 29 -31 leaf_value=-0.036812190651419927 0.0072713033041387504 -0.036303967732355884 -0.035564597926151402 -0.034673072730585466 0.012295635026293534 -0.027602031914189074 -0.035897448596204432 -0.034145558710442871 -0.035102117191607385 0.026613867988397759 -0.035014572112318613 0.024511894453328003 -0.034705851152962826 0.023495672694878466 0.020654458772700293 0.0078869777296348038 -0.036382855203830257 8.7399539547547409e-05 0.030641153328520975 -0.035520270861879102 0.026057697623217711 0.03307652506921404 0.016523535629491982 -0.021702701943136646 0.007618879016879806 0.023479287600541729 0.016615653510600098 0.014564127245026001 -0.025722428067477075 0.0035647671959875252 leaf_weight=0.77714197896420856 3.6601808350533274 0.46739585697650543 0.69933189824223596 1.6442804606631387 2.0912278611212995 7.4492453793063786 1.4483254179358471 1.9147613570094075 0.70991659909487026 2.0483426451683049 0.92381348833441723 0.74940281361341454 0.97306068986654282 0.58171338215470347 2.01570999994874 2.8018806334584951 1.6478163730353119 1.078796900808811 3.7682095654308796 0.69229513593018133 1.2696515060961244 1.0471650119870899 1.7775872629135849 1.6170925889164207 0.57998718321323384 1.0862450674176196 5.3690085895359507 14.606591839343308 3.8836104031652212 3.8973264563828707 leaf_count=16 42 11 17 49 19 232 34 63 19 8 33 5 28 3 13 24 39 10 14 17 7 5 15 32 6 6 40 111 71 35 internal_value=-5.71932e-11 -0.00376059 0.00697994 0.00375439 -0.00971792 -0.0128447 -0.015799 -0.00730133 0.00463276 -0.00792669 0.00144118 0.0103725 -0.00894162 0.00938683 -0.000855898 0.0171357 -0.0139618 -0.0219532 0.0209374 -0.00264703 0.000126218 -0.0046202 0.00650931 -0.00168595 -0.024436 0.0073267 0.00201676 0.0122621 -0.00682275 -0.011053 internal_weight=73.2771 36.6084 13.0609 36.6687 23.5475 19.8873 17.7961 10.3469 35.8916 6.3389 4.69462 3.77081 1.72246 12.3615 5.32404 7.03749 3.30833 2.72661 6.57009 8.89854 8.20624 6.93659 4.44184 3.39468 2.49475 29.5527 14.2362 15.3165 8.86718 7.78094 internal_count=1024 603 131 421 472 430 411 179 405 123 74 41 33 114 65 49 52 49 38 145 128 121 52 47 69 282 152 130 112 106 is_linear=0 shrinkage=0.03 Tree=46 num_leaves=31 num_cat=0 split_feature=14 19 19 6 6 6 7 17 1 1 16 3 6 10 9 1 19 14 15 11 1 3 6 11 1 19 17 17 15 15 split_gain=1.11484 1.35614 2.14325 1.47305 1.41351 1.39653 1.37805 1.648 1.55342 1.96537 1.69851 1.53526 1.22343 2.46853 1.2095 1.26515 1.205 1.19782 1.39138 1.14 1.13002 1.59389 1.00041 0.993261 0.971197 1.24989 0.897311 0.956614 0.894653 1.23789 threshold=67.592592592592595 54.843944828764144 48.400558795493097 0.99997618788042197 0.99928838555771293 0.99918662710807493 0.66666666333333346 25.923643148104102 0.5590277777777779 0.40833333333333338 32.151675802657756 0.6563792242595583 0.9999140555050009 0.99845980200813611 0.30555555862139927 0.85164835164835184 39.08617465374801 38.278388278388285 36.926230142482041 0.25401201455788713 0.8257575757575758 0.49684701577749713 0.16126538947698418 0.03275418519993667 0.55050505050505061 35.198197531872673 34.491784579986323 69.839000566793842 36.350462776174844 42.792725961009403 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 7 24 9 12 11 16 13 17 -4 20 -10 -9 -19 -3 21 -16 -12 -15 -1 -26 -23 -28 -21 -30 right_child=-2 19 4 -5 -6 -7 -8 8 10 -11 22 -13 -14 23 15 -17 -18 18 -20 28 -22 26 -24 -25 25 -27 27 -29 29 -31 leaf_value=-0.036439789172639007 -0.033959054604159995 0.020738314627242356 -0.028656415845547973 -0.035783241827104226 -0.034422455387088741 0.029728739236403817 0.017537133553042837 0.010088192549403846 0.035348679497588173 -0.035475832847666471 -0.033897388096836838 0.024198391657932718 0.037356928123815164 0.014129843899092399 -0.020106283035036133 -0.034600465736095362 -0.034292649233959645 0.026086250632654129 -0.035524369404174187 0.035100491636293488 0.02759482678491423 -0.037115153042446905 0.029191634017397126 -0.035572426492405149 0.034699854728025038 -0.021796751852331413 0.017733355279397237 -0.016811071635293422 -0.035782636132289783 0.0035779179312339735 leaf_weight=1.5861531551927428 0.85956278070807357 4.1061115302145508 2.5981452614068994 0.89745820034295221 2.080789520405232 0.83365907706320364 5.0450360383838406 8.6655572559684497 0.26833325624465887 1.4446712117642153 0.23876569513231505 1.0311777628958223 0.79827651381492692 0.43545120954513672 3.8084560446441156 1.2184890508651722 1.3417119327932594 0.46095492690801521 1.1602896554395554 0.76310378313064831 1.0266597056761373 0.39508184790611256 4.3020273502916098 2.141559861600399 0.52369786798953999 1.0776296043768523 3.2937472611665726 0.92384132370352734 0.75043437164277094 17.232558852061629 leaf_count=37 30 23 70 26 72 4 32 80 1 42 9 4 2 3 96 36 45 3 31 2 8 8 23 60 3 23 25 18 20 188 internal_value=-1.55156e-10 0.000414336 -0.00246973 0.00209847 -0.011341 -0.00793432 0.00321235 0.000375631 0.00326107 -0.00219978 0.0147475 -0.0043816 0.00131893 -0.000917441 -0.0103014 -0.00583041 -0.0226861 0.00566025 -0.0180071 0.00642141 -0.00211991 -0.00574258 0.0258743 -0.027174 -0.0198011 -0.00332011 0.00611683 0.0101666 0.00328546 0.00193539 internal_weight=71.3094 70.4498 47.5976 31.4188 16.1789 14.0981 30.5213 25.4763 22.2888 15.1068 7.18202 2.64122 13.6621 12.8638 13.2644 10.6663 1.61005 10.2868 1.62124 22.8522 9.44779 8.42113 4.54079 2.57701 3.18748 1.60133 4.61267 4.21759 18.7461 17.983 internal_count=1024 994 761 424 337 265 398 366 303 221 82 50 179 177 261 191 46 114 34 233 155 147 32 63 63 26 51 43 210 208 is_linear=0 shrinkage=0.03 Tree=47 num_leaves=31 num_cat=0 split_feature=14 19 19 6 6 19 7 17 1 1 16 3 3 16 11 19 14 6 10 19 19 17 19 6 11 10 19 1 1 16 split_gain=1.0478 1.2491 2.00603 1.36659 1.34698 1.33661 1.24623 1.54703 1.41205 1.88826 1.56182 1.41905 1.17329 1.16804 1.98081 1.14313 1.12625 1.1148 1.80047 1.05481 1.507 1.81816 1.38092 1.27493 1.04584 0.990764 1.72337 1.62306 1.59243 1.38687 threshold=67.592592592592595 54.843944828764144 48.400558795493097 0.99997618788042197 0.99928838555771293 49.610940926581463 0.66666666333333346 25.923643148104102 0.5590277777777779 0.40833333333333338 32.151675802657756 0.6563792242595583 0.11329309518403594 47.350607053921571 0.59563704038758469 39.08617465374801 61.257309941520482 0.9999140555050009 0.99845980200813611 43.524576723190414 38.80106502149372 26.285329840577184 45.511400210444101 0.94305128108668179 0.25401201455788713 0.99994169540161015 53.078844494742057 0.8257575757575758 0.18465909090909091 55.514211976670886 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 11 15 -8 14 17 -10 25 18 19 20 21 -9 -21 -24 -3 26 28 -27 -7 -30 right_child=-2 24 4 -5 -6 16 12 8 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 22 -22 -23 23 -25 -26 27 -28 -29 29 -31 leaf_value=-0.01956718481651196 -0.033766230632224711 0.020088933703033475 -0.033779747309038349 -0.035478244535358125 -0.034217598452573252 0.018827966888888097 -0.036066628034940269 0.036891226361826741 0.035222753316184352 -0.035230101903834105 0.025260420754567407 0.023424371424715651 0.020915235851714273 0.018769358206671315 -0.034243140866871004 -0.034086769875347367 -0.034026078166834339 0.037046988417355597 -0.025459020096461549 -0.039172301754272131 0.028109567650921395 -0.037131717173721067 -0.035283851410214291 0.032202906586182016 0.0031864519975165558 -0.013147652446341543 -0.035589633488536832 0.033684503650958618 -0.026327142863789774 0.007848318194701203 leaf_weight=3.0623581353575089 0.81736231129616399 4.0109673663973835 1.5759337693452824 0.84812588151544233 1.9866985529661167 2.4903682302683574 0.34997006319463153 0.46299922466278054 0.25731831789016668 1.3964055208489288 4.374295162037015 1.002960506826639 4.5980759672820568 2.7714137732982627 1.5665961569175113 1.2770925927907226 1.055384431965648 0.76132181286811906 2.0238947812467813 0.86877300217747722 2.8361188340932131 0.84123622626066208 0.36883967183530308 0.79487686231732368 18.447827672585845 1.1458783801645034 1.5224626697599886 1.5904345940798519 2.425960935652256 1.9101497065275905 leaf_count=63 30 23 56 26 72 21 8 1 1 42 32 4 24 23 50 45 35 2 45 14 14 17 10 3 210 25 41 6 59 22 internal_value=7.36291e-11 0.000402176 -0.00242083 0.0020691 -0.0111308 -0.00778695 0.00314442 0.000388092 0.00321673 -0.00204371 0.0143991 -0.00432526 0.016885 0.00144166 -0.00312118 -0.0224637 -0.00441292 0.00232147 -0.000903874 0.00714704 0.0158359 -0.0108538 -0.0105529 0.010813 0.0062051 -0.00159357 -0.0067281 0.0140727 -0.000291305 -0.0112721 internal_weight=69.4421 68.6247 46.1659 30.4627 15.7033 13.7166 29.6145 24.6665 21.6041 14.6925 6.91167 2.53737 4.94805 13.2961 10.5247 1.53441 12.1406 8.95806 8.19674 6.17284 4.14035 1.30424 2.03249 1.16372 22.4588 11.0853 8.34894 2.73631 6.82648 4.33611 internal_count=1024 994 761 424 337 265 398 366 303 221 82 50 32 179 156 46 209 106 104 59 32 18 27 13 233 174 143 31 102 81 is_linear=0 shrinkage=0.03 Tree=48 num_leaves=31 num_cat=0 split_feature=14 19 19 6 6 19 7 17 1 1 16 3 3 19 7 14 16 11 16 17 3 11 2 10 19 1 1 16 7 19 split_gain=0.989069 1.15252 1.89175 1.28426 1.28092 1.26118 1.13983 1.40696 1.285 1.77124 1.4062 1.32523 1.11204 1.08262 1.08027 1.06978 1.03425 2.12038 1.13579 1.03022 1.40289 0.994303 0.934765 0.931689 1.61062 1.5273 1.46386 1.29047 1.09491 0.99115 threshold=67.592592592592595 54.843944828764144 48.400558795493097 0.99997618788042197 0.99928838555771293 49.610940926581463 0.66666666333333346 25.923643148104102 0.5590277777777779 0.40833333333333338 32.151675802657756 0.6563792242595583 0.11329309518403594 39.08617465374801 0.50000000750000029 61.257309941520482 47.350607053921571 0.59563704038758469 40.32283075845335 51.632998619356549 0.26611393131170485 0.058039049595733465 0.49074074074074076 0.99994169540161015 53.078844494742057 0.8257575757575758 0.18465909090909091 55.514211976670886 0.69999999603333352 49.772413581917931 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 11 13 -8 -10 16 23 17 18 19 -9 22 -3 -21 24 26 -25 -7 29 -29 -28 right_child=-2 21 4 -5 -6 15 12 8 10 -11 -12 -13 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 25 -26 -27 27 28 -30 -31 leaf_value=-0.018893048190505711 -0.033603525833857874 0.023314303780133102 -0.033595600547020217 -0.035220988794243784 -0.034006156667614459 0.018220333214120133 -0.035821571488571596 0.01792896497069112 0.035115146307013304 -0.03493793668567529 0.024464795076710313 0.022948410497079207 0.020403202260537892 -0.033874817178772054 -0.039691911759833769 -0.033838389660327838 0.020002169607199454 -0.03403669311811866 -0.037248716211921371 -0.034398660661641149 -0.035406902716515858 0.0036564744341531564 0.01528371748877522 -0.012628754899947213 -0.035310356963845622 0.033350299392102954 0.015593423882656936 0.019547178057538372 -0.03587801758985143 -0.034992343904051912 leaf_weight=2.9723281878978112 0.77921234909444947 2.6281926743686226 1.4998567700386036 0.80900032445788284 1.9026805330067862 2.4146966952830535 0.3407167699187984 4.1238674409687501 0.24626527726650183 1.3271214198321093 4.2372380401939154 0.97420052811503399 4.4722852520644665 1.213271672837436 0.54930045083165246 1.0143725061789144 2.6262041870504627 1.4980609789490689 0.54001396149396885 0.40535660646855909 0.94612254761159409 19.478911845944822 2.1411700900644064 1.1314327437430614 1.4506182689219711 1.5286943446844814 0.42549125850200686 1.4721837881952522 0.41014892328530539 1.9289892641827462 leaf_count=63 30 15 56 26 72 21 8 29 1 42 32 4 24 45 10 35 20 50 12 12 25 218 21 25 41 6 3 12 10 56 internal_value=1.10537e-10 0.000392516 -0.00238364 0.00205409 -0.0109855 -0.00768638 0.00310798 0.000415387 0.00317083 -0.00194424 0.0140261 -0.00414809 0.016423 -0.0222343 0.00146857 -0.00438661 0.00330961 -0.00123104 0.00479418 0.00777504 -0.00421398 0.00599349 0.00737527 -0.0016107 -0.00666844 0.013794 -0.000421965 -0.0110468 0.00747036 -0.0258507 internal_weight=67.488 66.7088 44.6017 29.4225 15.1792 13.2765 28.6135 23.8005 20.8282 14.1572 6.67098 2.43374 4.813 1.45954 12.8301 11.7766 12.2808 9.65459 8.15653 7.61652 3.49265 22.1071 2.54653 10.7623 8.10213 2.66013 6.65151 4.23681 1.88233 2.35448 internal_count=1024 994 761 424 337 265 398 366 303 221 82 50 32 46 179 209 169 149 99 87 58 233 33 174 143 31 102 81 22 59 is_linear=0 shrinkage=0.03 Tree=49 num_leaves=31 num_cat=0 split_feature=11 9 10 1 15 15 1 14 3 10 6 17 11 10 3 15 3 11 7 14 19 10 14 14 10 10 1 16 1 10 split_gain=0.950649 2.24365 1.27253 1.1998 1.32488 1.66532 1.28478 1.17351 1.03539 1.42447 1.5055 1.33003 1.01003 1.37652 1.36429 0.901962 0.870973 0.863747 0.853797 0.823315 1.89996 0.819977 1.61076 2.12671 1.25408 1.62844 1.52694 2.50131 1.07019 1.76179 threshold=0.43331212952061443 0.93160714667755118 0.9999949408586376 1.0000000180025095e-35 36.926230142482041 49.966181478571009 0.27922077922077926 20.601851851851858 0.10880302876976193 0.9999949408586376 0.47578412449695873 27.975693397844299 0.9347840739207719 0.99985549643774885 0.34314317800296129 35.871237244241243 0.83361461283055316 0.83745046729689798 0.53333335000000004 62.06349206349207 50.738900048420284 0.99991750267989132 50.438596491228076 40.608465608465622 0.99974134460868724 0.99776766111806114 0.12916666666666668 30.860805881410254 0.73508771929824579 0.96514820870662332 decision_type=2 2 2 2 2 2 2 2 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 12 18 -5 -6 -7 -1 9 10 11 -9 14 15 -3 -14 -17 19 -2 20 -16 24 23 -23 25 26 -10 -28 29 -29 right_child=1 2 -4 4 5 6 -8 8 21 -11 -12 -13 13 -15 17 16 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.035774475001438925 0.012308122925812733 -0.035621331055981975 -0.034944658039164488 0.011258509563034109 -0.026948093851232941 -0.035324477287321181 -0.0028109940931343625 -0.034809135278777374 0.025250017999935252 0.025798949482023655 -0.035112020312367626 0.030845002333883813 0.02240346626530643 0.019201231766191113 0.029718722594698443 -0.035755949581024196 9.1572530862293438e-05 0.030360641632463659 -0.03596263417205206 0.026658030894535834 -0.039137442162322081 -0.037014107168544509 -0.035584506443401692 0.015886661981996925 0.024018949301712871 -0.037418934728230838 -0.034763668861161633 -0.010402790367274175 0.017118120880792904 0.021073021460943375 leaf_weight=0.66610262356698413 2.9887844789773257 0.41627822443842522 0.62286982685327608 1.8783490480855132 6.5724725434556595 1.2657673675566901 8.0520216319709998 0.43169768899679517 3.5025874320417776 0.8043904211372136 1.9643185306340454 0.77849512919783592 0.5191346034407619 1.8530579777434466 0.6668033152818682 1.4841988086700442 1.035642761737108 3.4456413798034191 0.37068494036793698 1.1256776135414837 0.78556163422763348 0.86899927165359159 1.1493440233170984 3.2119156764820218 4.0834436239674679 0.75755467545241018 1.4115402605384577 4.9704395625740272 5.636393878608942 2.3605239875614643 leaf_count=16 33 11 17 19 232 34 145 13 19 7 57 4 3 13 4 39 10 14 9 6 14 21 34 33 27 19 44 70 43 14 internal_value=1.47609e-10 -0.00358265 0.00680349 -0.00945942 -0.0125679 -0.0153844 -0.00722776 0.00363597 0.00445809 -0.00986028 -0.018896 0.00742498 0.00909821 -0.00117797 0.0169044 -0.0136045 -0.0210228 0.0205343 0.00698191 0.00740097 -0.00752451 0.00649622 -0.00421345 0.00462185 0.00896137 0.00566256 0.00748772 0.00316096 0.00728918 -0.000267778 internal_weight=65.6807 33.0829 11.9549 21.1281 17.7686 15.8903 9.31779 32.5977 31.9316 3.9789 3.17451 1.21019 11.332 4.89203 6.43996 3.03898 2.51984 6.02368 3.35947 2.57804 1.45236 27.9527 5.23026 4.08091 22.7225 18.639 17.8815 14.3789 12.9674 7.33096 internal_count=1024 603 131 472 430 411 179 421 405 81 74 17 114 65 49 52 49 38 42 24 18 324 88 54 236 209 190 171 127 84 is_linear=0 shrinkage=0.03 Tree=50 num_leaves=31 num_cat=0 split_feature=14 19 19 6 6 6 7 17 1 1 16 3 9 1 19 7 16 11 16 1 3 17 19 14 15 7 1 17 15 6 split_gain=0.893059 1.03154 1.72981 1.17764 1.17709 1.17344 1.0419 1.22893 1.12202 1.61334 1.21346 1.17108 1.00326 1.0823 0.980045 0.968845 0.910438 1.91079 1.01379 0.903252 1.30155 0.900948 0.889951 0.990054 1.47309 1.32723 1.20465 0.880135 1.62549 0.87417 threshold=67.592592592592595 54.843944828764144 48.400558795493097 0.99928838555771293 0.99918662710807493 0.99997618788042197 0.66666666333333346 25.923643148104102 0.5590277777777779 0.40833333333333338 32.151675802657756 0.6563792242595583 0.30555555862139927 0.85164835164835184 39.08617465374801 0.50000000750000029 47.350607053921571 0.59563704038758469 40.32283075845335 0.8257575757575758 0.49684701577749713 13.773594544823817 54.941146460112286 61.257309941520482 48.868277556722724 0.15192307962500004 0.75961538461538469 51.632998619356549 43.968747242829785 0.16126538947698418 decision_type=2 2 2 2 2 2 2 2 2 2 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 12 6 7 21 9 15 11 14 -4 19 -10 16 17 18 27 20 -14 -1 -3 24 -24 -25 -26 -9 -29 -12 right_child=-2 22 3 -5 -6 -7 -8 8 10 -11 29 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 23 25 26 -27 -28 28 -30 -31 leaf_value=-0.0016469983281756969 -0.033353254842525326 0.030335613148963683 -0.027938510746221969 -0.033740471565352613 0.029168318751816854 -0.034885607125267178 0.016154335765887609 0.017111680349667889 0.034888886525359028 -0.034571803984255738 -0.033651538486553646 0.022124513778110404 -0.019182047519510945 -0.034025245424957579 -0.033536530173775697 -0.039026127954719943 0.019261597108156961 -0.033693738529024048 -0.036752613731690635 0.02648739184569928 0.0059575622019274188 -0.035559065016429164 -0.035721987313669649 -0.035283207319037502 0.0055582843891297615 0.016454459041640342 -0.025293231748001608 0.010380921767945413 -0.035017097703318921 0.027076397572915474 leaf_weight=1.4523173477500777 0.71441756095737119 1.249429147690537 2.2462316360324595 1.7720909845083941 0.73716884106397706 0.75430258363485236 4.5411569550633422 3.9249231815338117 0.22696638107299749 1.2301933364942659 0.22627247218042645 0.91699443385004986 3.3828827422112209 1.0713288988918055 1.1083411620929835 0.50892625190317708 2.5092475153505811 1.3777570649981496 0.49762049503624428 0.89462462253868569 4.0996981887146831 1.3703516758978365 1.0029923003166938 0.47762140445411105 10.366104161366819 6.7933833003044128 1.2796860598027695 2.2519911993294959 1.0365492906421421 3.7310388665646315 leaf_count=26 30 7 70 72 4 26 32 29 1 42 9 4 96 36 45 10 20 50 12 8 51 37 26 14 110 50 26 29 29 23 internal_value=-4.68929e-11 0.000377995 -0.00235079 -0.0108609 -0.00759952 0.00201855 0.00305297 0.000393299 0.00306537 -0.001839 0.0135991 -0.0039796 -0.00991715 -0.00563287 -0.021906 0.00148698 0.0032647 -0.00115172 0.00466264 -0.00200188 -0.00540808 -0.0181107 0.00577504 0.00423453 -0.000836327 0.0130559 0.0021682 0.00751966 -0.00392855 0.0236041 internal_weight=63.7526 63.0382 41.869 14.204 12.4319 27.665 26.9106 22.3695 19.5468 13.3372 6.20961 2.2523 11.6948 9.44853 1.33531 12.107 11.5981 9.08884 7.71108 8.37721 7.48258 2.82267 21.1692 19.9198 12.6488 7.271 11.6458 7.21346 3.28854 3.95731 internal_count=1024 994 761 337 265 424 398 366 303 221 82 50 261 191 46 179 169 149 99 155 147 63 233 226 162 64 136 87 58 32 is_linear=0 shrinkage=0.03 Tree=51 num_leaves=31 num_cat=0 split_feature=14 19 19 6 19 6 19 11 15 10 1 1 16 16 17 1 19 11 15 15 15 15 19 3 16 6 6 19 17 17 split_gain=0.845963 0.959584 1.63474 1.12439 1.11238 1.09729 0.983153 1.21616 1.36457 0.962477 1.51408 1.09393 1.05877 1.03565 1.18011 0.975084 0.839946 0.837853 0.941148 1.35787 0.877174 1.21316 1.42068 0.817134 0.796271 0.779333 1.22099 0.795118 1.22436 1.58103 threshold=67.592592592592595 54.843944828764144 48.400558795493097 0.99928838555771293 49.610940926581463 0.99997618788042197 47.948464106425483 0.60267944014956132 27.338601098636921 0.99994169540161015 0.17424242424242423 0.8257575757575758 55.514211976670886 39.748677266975314 58.099527451826468 0.62019230769230782 49.772413581917931 0.058039049595733465 73.124744826552998 87.046275024160749 72.247640255897025 62.694508768530831 55.503967525423 0.26175930613209147 57.089946851851856 0.9999140555050009 0.99954402034179202 34.456932345825514 3.6511404627855728 25.923643148104102 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 5 4 -4 6 7 25 -9 10 13 24 16 -6 -15 -14 -12 -3 20 -20 21 -19 -23 -17 -11 26 27 -1 -29 -30 right_child=-2 17 3 -5 9 -7 -8 8 -10 11 12 -13 15 14 -16 23 -18 18 19 -21 -22 22 -24 -25 -26 -27 -28 28 29 -31 leaf_value=-0.034527847922139032 -0.033213646318557374 0.022164531222058192 -0.033245732320323955 -0.03358254636145757 0.03262510285871769 -0.034634612985234028 0.021922228513166192 0.020207005633312826 -0.026413437168046245 -0.034064978261233454 0.01022566307290328 0.028243500857642222 -0.035175600520137192 0.017021125514696197 -0.035495552412944907 -0.034622993328252978 -0.034192525072908597 0.0063701091222927815 -0.037134714209359439 0.029793074409929725 0.032480411205459032 0.036382863154355106 -0.036321329733097582 0.02010124572429622 0.019090189067743322 0.036071679103227311 -0.036075599655827288 0.032307451097431876 -0.017912996089785978 0.0069591516125608911 leaf_weight=0.46406561136247759 0.6825877670198669 2.4316716678440597 1.3424578998237837 1.6939543532207597 1.0514315664768203 0.71573574654757877 2.2611211370676747 0.72986042872071211 2.5022760583087802 0.60475354082882338 0.43967220094054971 1.5008627399802206 0.5829514712095264 0.88362209126353242 0.68257771618664265 0.30103464052081097 2.9806107403710485 14.356786383315926 1.0625307336449612 0.36708249710500229 1.0120609663426865 0.30204248428344627 1.2146300151944158 1.3328457605093715 0.4368573697283864 0.65638357400894065 0.69983319099992414 1.3909012153744722 2.7282151877880123 14.659740996547042 leaf_count=14 30 15 56 72 5 26 18 4 85 20 5 9 16 7 18 9 103 159 23 2 4 1 29 12 5 2 21 5 58 191 internal_value=1.90402e-10 0.000369307 -0.00231053 -0.0106863 -0.00749138 0.00201156 0.0030168 0.00122304 -0.0158859 -0.00428925 -0.00926017 0.01185 -0.0180155 0.00959449 -0.00586658 -0.00186596 -0.0284826 0.00561895 0.00342222 -0.0199496 0.005401 0.00367447 -0.0218424 0.0100186 -0.0117714 0.00390755 0.00284892 0.00426454 0.00522318 0.00305665 internal_weight=62.0712 61.3886 40.6418 13.8336 12.1397 26.8081 26.0924 23.8313 3.23214 10.7972 8.25475 2.54247 5.63711 2.61763 1.5662 2.21683 3.42028 20.7468 18.3151 1.42961 16.8855 15.8735 1.51667 1.63388 1.04161 20.5991 19.9428 19.2429 18.7789 17.388 internal_count=1024 994 761 337 265 424 398 380 89 209 175 34 145 30 25 37 108 233 218 25 193 189 30 21 25 291 289 268 254 249 is_linear=0 shrinkage=0.03 Tree=52 num_leaves=31 num_cat=0 split_feature=11 9 10 1 15 15 1 14 11 15 3 3 19 16 6 6 11 1 7 11 14 19 19 7 15 15 19 6 17 15 split_gain=0.803652 1.96 1.12194 1.08417 1.14927 1.44901 1.15125 1.05448 0.94838 1.20077 1.19507 1.17538 0.981513 0.897341 1.3432 1.27027 0.941725 1.17704 0.787351 0.745989 0.755707 1.61259 0.720612 0.942843 1.27288 0.868913 0.697238 0.684334 0.721281 0.659719 threshold=0.43331212952061443 0.93160714667755118 0.9999949408586376 1.0000000180025095e-35 36.926230142482041 49.966181478571009 0.27922077922077926 20.601851851851858 0.9347840739207719 44.171470566912113 0.34314317800296129 0.83361461283055316 53.200192576622285 30.860805881410254 0.9206293545468085 0.99937119491397863 0.10478523555994486 0.12916666666666668 0.53333335000000004 0.83745046729689798 62.06349206349207 50.738900048420284 61.670252649140131 0.89087301500000005 61.158593458280485 70.327432428522073 59.804028863810764 0.96324453565461976 99.99320619753739 51.913768473940287 decision_type=2 2 2 2 2 2 2 2 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 8 18 -5 -6 -7 -1 10 12 -3 -11 -10 14 -9 16 -16 -18 -2 20 21 -12 23 24 26 27 -8 -26 -29 -15 right_child=1 2 -4 4 5 6 22 13 9 11 19 -13 -14 29 15 -17 17 -19 -20 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.035313417858036662 0.012414323397568709 -0.035087445152993488 -0.034498660474157845 0.010754219151356978 -0.026318324391853269 -0.03492310644731083 -0.033542762189881919 -0.033726730811339839 -0.035249539165041748 -0.035454684658681866 0.028614403086800286 0.0059973327161477324 0.023958289354064584 0.011456457762455314 0.025231696651368811 -0.034484371490882168 0.023238247236118607 -0.033553883065000949 -0.035626990268820262 0.02974409539697772 0.026664430071159956 -0.038250848941168585 -0.034761594752274021 0.025067030017905379 0.019642365244153644 -0.037203858208241014 0.0063920022522972152 -0.033967180804194877 0.015512936604460565 0.001556454206219816 leaf_weight=0.61702497489750641 2.7738976515829594 0.3736917171627282 0.56422041542828161 1.7543886965140725 5.9727438809350124 1.1627924423664788 1.5851915245875718 1.2826546570286179 0.29394760914146933 1.2805122416466477 0.5980429854243996 1.1857145801186559 1.7653176225721834 12.610859784297647 1.6851828955113894 0.70162426587194193 0.5873780809342859 0.74504717066884041 0.34524354711174954 3.2040189150720835 1.0312359128147361 0.70998849906027317 0.58754757978022087 1.1187595929950473 2.2916497476398954 0.38431739807128895 0.52339706756174553 0.53625477384775855 0.5244612917304039 11.658579819835721 leaf_count=16 33 11 17 19 232 34 63 49 8 36 4 11 10 130 8 33 5 28 9 14 6 14 17 7 21 9 6 19 3 152 internal_value=-1.14614e-10 -0.00342026 0.0067068 -0.00911871 -0.012195 -0.0149363 -0.00713515 0.00349796 0.00893318 -0.00140461 0.0168399 -0.0155253 0.0155067 0.00431608 -0.00725414 0.00187548 0.0103295 -0.00851799 0.00709685 0.0203405 0.00746058 -0.00767949 -0.00285636 -0.000164555 -0.00499377 0.0055226 -0.0236301 0.0104208 -0.00950219 0.00670068 internal_weight=60.4557 30.5673 11.0067 19.5606 16.4415 14.6871 8.71437 29.8884 10.4425 4.52549 5.91698 2.46623 2.05927 29.2713 5.00189 3.71923 3.01761 1.33243 3.11914 5.54329 2.33927 1.30803 7.55158 6.96403 5.84527 3.73668 2.10859 3.35237 1.06072 24.2694 internal_count=1024 603 131 472 430 411 179 421 114 65 49 47 18 405 123 74 41 33 42 38 24 18 145 128 121 52 69 43 22 282 is_linear=0 shrinkage=0.03 Tree=53 num_leaves=31 num_cat=0 split_feature=14 19 19 6 6 6 19 17 19 7 11 15 17 19 16 16 6 6 1 1 9 1 3 6 19 19 19 7 7 7 split_gain=0.77957 0.863743 1.51696 1.03035 1.06941 1.00819 0.902219 1.21102 0.94763 1.41449 0.915202 1.55298 1.12932 1.58356 1.14531 0.993556 1.2242 1.21182 0.975958 1.23861 0.87656 0.94527 0.848905 0.958414 0.797138 0.820677 1.51514 0.835931 1.13781 1.07948 threshold=67.592592592592595 54.843944828764144 48.400558795493097 0.99928838555771293 0.99918662710807493 0.99997618788042197 34.456932345825514 3.6511404627855728 47.948464106425483 0.83333333749999994 0.60267944014956132 27.338601098636921 25.923643148104102 35.028787228769609 57.86307182258065 32.151675802657756 0.95518760709561945 0.99904991760722217 0.5590277777777779 0.40833333333333338 0.30555555862139927 0.85164835164835184 0.26487936451817945 0.98983796483818509 49.610940926581463 50.031023377356419 51.636264670105319 0.76895272513848167 0.6666666583333335 0.065042080669899985 decision_type=2 2 2 2 2 2 2 2 2 2 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 20 6 -1 -8 9 10 12 -12 13 -9 -15 16 -14 22 19 -17 -4 24 23 -18 -22 -26 -27 28 29 -28 right_child=-2 -3 3 -5 -6 -7 7 8 -10 -11 11 -13 15 14 -16 18 17 -19 -20 -21 21 -23 -24 -25 25 26 27 -29 -30 -31 leaf_value=-0.035782892685542661 -0.033051214832630404 0.0054641331284922979 -0.027506810347079552 -0.033357105160306322 0.028909448066141517 -0.034398575372986316 0.031804188571660209 0.036513397035011198 0.021164699097397679 -0.038960999725761995 0.028774457445344039 -0.025290738350168259 -0.033964720279000667 -0.035270257508544588 0.033667363964722488 0.010400183126800824 0.02729167278093576 -0.035184628396101654 0.026890173955494371 -0.035247429676230312 -0.032947044843690175 -0.033610509125767088 0.021744350414854469 -0.034959338130703885 0.022538162729184272 -0.033999089457618703 0.016090102225297762 -0.035524718725570323 0.032180774037674297 -0.020763026299086572 leaf_weight=0.52946033142507687 0.63535039126872916 19.736131374724209 2.0355909839272472 1.5747219314798702 0.68368416279554445 0.66755225043743749 1.3149728700518633 0.44160963315518076 2.1512357033789149 0.79628250934183498 0.60613156110048239 2.264780979603529 0.96861455123871465 1.6913786968216298 0.24880125559866417 6.5056344987824541 0.35135036706924516 0.59960455913096655 3.0723004210740328 0.58291864115744818 0.68784053344279339 0.96577691752463568 2.1727587282657623 0.60737420059740543 1.2874657735228536 1.1963844019919632 1.4380806758999827 0.43628689553588618 1.2382165510207412 1.4233374921604989 leaf_count=15 30 233 70 72 4 26 5 2 18 15 3 83 34 50 2 70 2 22 19 18 31 36 20 20 13 42 16 11 6 36 internal_value=-8.10992e-11 0.000360337 -0.00225328 -0.0106115 -0.00746755 0.00198499 0.0029602 0.00380173 0.00220498 0.000254345 0.00180688 -0.013876 0.00441814 -0.0147596 -0.02643 0.00749187 -0.00391404 0.00388731 0.0127674 0.00664641 -0.00978993 -0.00563189 0.0113687 -0.0121458 -0.00212612 0.000893904 -0.00396736 0.00395374 0.00815508 -0.00224152 internal_weight=58.9116 58.2763 38.5401 12.9674 11.3927 25.5728 24.9052 24.3757 23.0608 20.9095 20.1133 2.87091 17.2423 2.38179 1.94018 14.8606 4.6997 3.73109 10.1609 7.08855 10.709 8.67339 3.13148 0.958725 7.70761 7.01977 5.73231 4.53592 4.09963 2.86142 internal_count=1024 994 761 337 265 424 398 383 378 360 345 86 259 54 52 205 98 64 107 88 261 191 42 22 155 124 111 69 58 52 is_linear=0 shrinkage=0.03 Tree=54 num_leaves=31 num_cat=0 split_feature=3 11 17 19 14 16 14 14 14 17 7 7 3 11 16 1 14 3 3 19 15 14 1 15 15 11 7 1 11 10 split_gain=0.752796 1.13373 1.24479 1.76018 1.17941 1.18268 1.06857 1.05805 1.05559 1.01881 1.27096 1.12069 1.03571 1.13031 0.984573 1.64216 0.956497 0.951518 0.940794 0.905217 0.883331 0.875581 2.10688 0.791308 1.22504 1.2477 0.966752 0.952527 0.840842 1.74534 threshold=0.72389648318908495 0.41363211386884169 49.355240818367726 42.372925393540044 64.863547758284611 46.666666816666677 63.484848484848492 22.474747474747478 17.543859649122812 96.56276391061165 0.46966911707031261 0.452272723875 0.25434369456103484 0.9412468062937388 30.860805881410254 0.11805555555555559 61.257309941520482 0.6563792242595583 0.22965414141855103 52.978019117504893 56.588063540219672 36.237373737373744 0.57518796992481214 51.913768473940287 66.588585611902587 0.27258654982846803 0.16666666708333336 0.65476190476190488 1.0000000180025095e-35 0.9999949408586376 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 8 -4 9 -6 16 -1 -3 10 11 18 19 -14 15 -9 20 -17 -5 -11 -2 -22 -23 26 25 -25 -16 -27 29 -28 right_child=6 2 3 4 5 -7 -8 14 -10 12 -12 -13 13 -15 23 17 -18 -19 -20 -21 21 22 -24 24 -26 27 28 -29 -30 -31 leaf_value=-0.035070316941284763 0.024084058939979204 0.024220216437109643 0.023686685773104094 -0.025340880247032904 -0.033467799410979181 0.016011559981853433 -0.035162043488540587 0.019047445035291228 -0.033989639329853334 -0.03371287442846848 -0.02999691118718761 0.027077725745408499 0.036829938302587455 -0.034666163056264979 -0.034004271341375535 -0.03343822390079746 0.027477565721882934 0.022091628734982403 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-0.00654427 -0.00410222 -0.00688678 0.00881289 0.00584116 0.00328063 -0.0265107 -0.0105202 -0.0154019 -0.00817836 0.00190992 -0.0207734 0.00454894 -0.0101982 0.00743164 -0.0252677 -0.0121202 0.0115539 0.00440662 0.00113122 -0.00529231 0.00771971 -0.00328108 -0.0154721 0.0118704 0.00498253 0.0135453 -0.00612702 internal_weight=57.3004 42.5536 22.9764 20.4725 18.6079 3.49715 14.7469 19.5771 2.50394 15.1108 10.8497 7.25764 4.26104 1.27117 18.9504 3.35349 14.1962 2.21312 6.5278 2.98987 12.3348 10.5746 6.8061 15.5969 4.27276 2.7112 11.3242 1.34875 10.9253 1.65859 internal_count=1024 844 545 458 439 47 180 299 87 392 321 204 71 33 282 98 162 86 198 38 149 137 98 184 68 55 116 20 102 21 is_linear=0 shrinkage=0.03 Tree=55 num_leaves=31 num_cat=0 split_feature=14 19 19 6 6 6 7 1 17 1 15 19 9 7 16 9 1 19 14 15 7 1 16 16 17 15 6 19 2 19 split_gain=0.710414 0.769321 1.33563 0.964727 0.978198 0.905582 0.817113 1.01703 1.2562 1.16334 0.872501 0.83931 1.02861 0.838395 0.831403 0.792156 0.864934 0.767108 0.787239 1.23956 1.13431 0.965994 0.756057 1.02 0.855647 1.28284 1.25323 0.869507 0.778904 0.739262 threshold=67.592592592592595 54.843944828764144 48.400558795493097 0.99928838555771293 0.99918662710807493 0.99997618788042197 0.66666666333333346 0.55050505050505061 25.923643148104102 0.40833333333333338 40.349669967364619 46.467503095184107 0.16904762014795915 0.50000000750000029 30.860805881410254 0.30555555862139927 0.85164835164835184 54.941146460112286 61.257309941520482 48.868277556722724 0.15192307962500004 0.75961538461538469 47.350607053921571 40.000000200000009 51.021680433429047 43.968747242829785 0.16990463739753811 43.637861992558278 0.49074074074074076 49.610940926581463 decision_type=2 2 2 2 2 2 2 2 2 2 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 15 6 7 8 -1 13 -8 12 14 22 -9 -4 29 -3 19 -19 -20 -21 23 24 26 28 -10 -28 -26 -17 right_child=-2 17 3 -5 -6 -7 10 11 9 -11 -12 -13 -14 -15 -16 16 -18 18 20 21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.034765810474223453 -0.032841979871324763 0.029570804686931903 -0.026997086489842274 -0.03313817590949681 0.02847022909532964 -0.034062461119924982 -0.034687784335204079 -0.011044214728934413 -0.03429535157526406 -0.033748439824379681 0.01919244209406518 0.022661804063333561 -0.033924429907001882 -0.038487881286433434 0.019328892664051467 -0.032774896794316451 -0.033307361939832143 -0.03498781744796145 -0.034768548533192507 0.005072232383389632 0.015432599953020612 -0.024246383469888933 0.01846644286452916 -0.034907660334691441 -0.033116936772575392 -0.034281913900189927 0.026835939099195797 -0.010118003311065384 0.012639583801015665 0.00099734656310923901 leaf_weight=1.1398675292730427 0.58652985375374456 1.099682942964139 1.890511746518311 1.4672183948568989 0.65003404952585775 0.61456272378563781 0.29195828922092859 1.3220888404175632 0.46187567710875965 0.93916890770196992 3.6783466525375843 2.6975085688754916 0.63722155801951874 0.46069187857210714 2.0985852107405663 0.64003175776451637 0.89190228097140778 0.89117691107094543 0.43410448636859555 9.2784327976405603 6.0597182232886553 1.1351568829268206 2.1966524291783571 0.74213354848325241 0.40838773827999886 1.1699109617620704 2.5369918365031485 0.74026165530085553 1.8588613821193576 6.5856513939797878 leaf_count=37 30 7 70 72 4 26 9 43 16 39 23 25 25 10 18 31 36 26 14 110 50 26 20 25 17 39 17 10 25 124 internal_value=-4.01972e-12 0.000350114 -0.00221587 -0.0103311 -0.00719145 0.00188497 0.00282986 0.000293375 -0.00472393 -0.00175008 0.0152303 0.00969223 0.00107063 0.0010915 0.0075897 -0.0095077 -0.00543459 0.00525451 0.00375213 -0.00102978 0.0120767 0.00187629 0.00289415 -0.00142577 0.00203675 -0.00876773 0.0119687 0.0184888 0.0043977 -0.00199411 internal_weight=55.6052 55.0187 36.1204 12.1253 10.6581 23.9951 23.3805 19.4102 12.6548 11.5149 3.9703 6.7554 4.0579 10.5758 3.42067 10.0081 8.11759 18.8983 17.7986 11.3048 6.49382 10.4136 10.1151 7.91842 7.17629 3.43716 3.73913 3.27725 2.26725 7.22568 internal_count=1024 994 761 337 265 424 398 366 255 218 32 111 86 179 61 261 191 233 226 162 64 136 169 149 124 81 43 27 42 155 is_linear=0 shrinkage=0.03 Tree=56 num_leaves=31 num_cat=0 split_feature=11 9 10 3 19 1 14 10 7 14 19 11 15 3 3 19 7 7 15 3 10 6 17 3 5 11 14 19 10 14 split_gain=0.680905 1.63571 0.941813 0.89176 1.00314 1.4827 0.913427 0.957975 0.904511 0.863402 0.863271 0.79749 1.02557 1.01359 0.978402 0.834262 0.790283 1.2742 0.970262 0.777833 1.07874 1.18952 0.960279 0.766096 1.08352 0.700986 0.691497 1.34403 0.640725 1.24128 threshold=0.43331212952061443 0.93160714667755118 0.9999949408586376 0.13407624546342944 55.700820383401258 0.25657894736842113 35.750035750035757 0.98781538592819684 0.49999999625000008 20.601851851851858 38.428579889325512 0.9347840739207719 44.171470566912113 0.83361461283055316 0.34314317800296129 53.200192576622285 0.33333333166666673 0.30000000075000011 64.147491065924527 0.10880302876976193 0.9999949408586376 0.47578412449695873 27.975693397844299 0.66655724980818831 1.0000000180025095e-35 0.83745046729689798 62.06349206349207 50.738900048420284 0.99991750267989132 50.438596491228076 decision_type=2 2 2 2 2 2 2 2 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 11 4 5 8 7 23 -2 -1 -7 14 15 -14 -3 -13 17 18 -8 20 21 22 -11 24 -5 26 27 -16 -21 -30 right_child=1 2 -4 6 -6 10 16 -9 -10 19 -12 12 13 -15 25 -17 -18 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.034556299709264937 0.01529637306267673 -0.034361248611859567 -0.034055329549001354 0.015099881495528926 0.014085424237132969 0.034443158950911441 -0.032719070005927574 -0.032729109765547527 -0.035375131422038769 -0.03379162900212497 -0.033053979954267287 -0.034731738557869145 -0.034885248418906736 0.0053668036837113417 0.027221045388715989 0.023145289699103427 -0.030424290135792391 0.025997457648358924 0.0063188406989121097 0.0084635685201285733 0.025005018601128418 -0.034298137752330531 0.029365820628087909 0.025280790443988153 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-0.00138168 -0.0150078 0.016215 0.0150655 -0.0207675 -0.0100994 -0.0197845 0.00416583 -0.00967662 -0.0184052 0.00788455 0.00628595 -0.00705737 0.0194988 0.00623931 -0.00899062 0.00609225 -0.00446007 internal_weight=54.1692 27.3884 9.91255 17.4758 7.13602 4.51787 10.3398 3.43572 2.35896 26.7808 2.15891 9.42055 4.11857 2.25246 5.30198 1.86611 6.90408 3.28026 2.58633 26.2521 3.20712 2.56226 0.965366 2.72036 1.59789 4.97872 2.08537 1.17339 23.045 4.22845 internal_count=1024 603 131 472 170 142 302 78 38 421 104 114 65 47 49 18 224 106 100 405 81 74 17 42 33 38 24 18 324 88 is_linear=0 shrinkage=0.03 Tree=57 num_leaves=31 num_cat=0 split_feature=17 19 6 19 19 7 19 11 15 17 19 16 16 6 6 1 1 11 6 7 7 7 1 17 7 16 11 14 14 11 split_gain=0.657372 0.69903 1.18361 0.927132 0.828827 1.18505 0.826279 0.81641 1.00256 0.961551 1.18298 1.00055 0.943285 1.1468 1.02365 0.872874 1.01928 0.755504 0.955757 0.737246 0.775102 1.19214 0.80325 0.733357 1.77183 0.807832 1.38023 0.824658 1.5495 1.57149 threshold=3.6511404627855728 54.843944828764144 0.99997618788042197 48.400558795493097 47.948464106425483 0.83333333749999994 49.610940926581463 0.60267944014956132 27.338601098636921 25.923643148104102 35.028787228769609 57.86307182258065 32.151675802657756 0.95518760709561945 0.99904991760722217 0.5590277777777779 0.40833333333333338 0.095846338505267345 0.98841791479206254 0.76895272513848167 0.6666666583333335 0.42857142857142855 0.13809523809523813 49.999449692238279 0.88194444468750022 58.333333145833343 0.80247758129407532 61.257309941520482 37.339743589743598 0.63517244753617952 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -5 9 -9 10 -2 -12 13 -11 17 16 -14 -15 -19 20 21 22 -8 24 -3 26 -25 28 -27 -30 right_child=1 23 -4 6 -6 -7 19 8 -10 12 11 -13 15 14 -16 -17 -18 18 -20 -21 -22 -23 -24 25 -26 27 -28 -29 29 -31 leaf_value=0.020170404282901414 0.029868423033834121 0.027516462551722326 -0.033220075482915154 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1.8783696889877317 1.9504184788092969 3.3576810918748379 2.1704454645514479 0.67849685251712788 1.943268645554779 4.3520175023004413 3.1521396283060312 1.2508500106632712 2.1711573945358396 leaf_count=14 4 15 59 63 18 15 17 4 83 37 50 2 70 7 22 19 18 8 27 38 23 66 104 67 9 14 63 24 11 53 internal_value=2.20155e-10 -0.000556927 -0.00318335 -0.00210252 0.00164098 -0.000283971 -0.00913998 0.00121393 -0.0143696 0.00382788 -0.0147918 -0.0258856 0.00683672 -0.00477345 0.00359721 0.0123354 0.0063 0.0108521 -0.00498029 -0.00626557 -0.00323345 -0.00797649 6.00549e-05 0.00411679 0.016701 0.00127242 -0.00667284 0.00735673 0.000201707 -0.0119475 internal_weight=52.6672 51.2521 32.8128 31.6731 20.6752 18.7495 10.9979 18.038 2.59105 15.447 2.14891 1.72132 13.2981 4.27392 3.31274 9.02417 6.36208 2.78556 1.3743 9.80042 8.62869 6.75032 4.7999 18.4393 3.39943 15.0399 6.52246 8.51742 5.36528 3.42201 internal_count=1024 1010 754 695 384 366 311 351 87 264 56 52 208 101 64 107 88 42 35 248 210 187 121 256 24 232 130 102 78 64 is_linear=0 shrinkage=0.03 Tree=58 num_leaves=31 num_cat=0 split_feature=14 19 19 7 1 17 1 11 10 14 3 19 19 19 10 19 7 14 15 17 19 19 19 3 14 15 7 1 3 19 split_gain=0.631666 0.648786 1.13817 0.790271 0.919659 1.029 0.955316 0.922352 0.902758 1.61966 0.826705 0.779036 0.716278 0.829045 1.13775 1.09709 0.722288 0.674811 0.980058 0.669185 0.666561 0.641409 0.774773 0.899555 0.635179 1.08379 0.995879 0.82893 0.658622 0.987839 threshold=67.592592592592595 54.843944828764144 48.400558795493097 0.66666666333333346 0.55050505050505061 25.923643148104102 0.40833333333333338 0.36103448144347211 0.99845980200813611 40.608465608465622 0.99862335826171078 49.610940926581463 49.772413581917931 51.636264670105319 1.0000000180025095e-35 53.265269905232039 0.76895272513848167 38.278388278388285 36.926230142482041 86.178050906578662 54.941146460112286 43.920075132703637 35.198197531872673 0.6563792242595583 61.257309941520482 48.868277556722724 0.15192307962500004 0.75961538461538469 0.92963742575175978 58.331901377913276 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 17 -10 19 -4 -13 14 -14 16 -15 -7 -19 -9 -3 22 -6 -24 25 -22 -26 28 -27 -30 right_child=-2 20 11 -5 7 6 -8 10 9 -11 -12 12 13 15 -16 -17 -18 18 -20 -21 24 -23 23 -25 26 27 -28 -29 29 -31 leaf_value=-0.034309378082211676 -0.032609519791330963 0.028758992003196496 -0.032523115000136313 0.014436126280267121 0.032625062060627458 0.0089639300889246161 -0.033280292214232912 -0.033117445341213171 -0.034359983923418838 0.013734758505937065 0.036003657714979716 0.017707227117728923 0.016472209548748496 0.0079982222926064522 -0.033121193169309934 -0.023213968964662709 -0.034747965062364328 0.025733907868530914 -0.03410064573093545 0.029467916835244128 -0.034463807059542613 0.021570162361687174 -0.034158502155685208 0.032777456348700607 -0.034454873871793433 0.010097501851899233 0.014609580387146794 -0.023436208583793635 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0.00501731 0.0147894 -0.00274476 -0.0173049 0.00357152 -0.000889386 0.0113505 0.00188548 0.00493209 -0.00836217 internal_weight=51.1151 50.586 33.1091 21.9338 18.2103 11.9283 10.8999 6.28197 10.0407 2.63828 1.4267 11.1753 9.95307 9.00833 2.69843 6.3099 4.4589 7.40244 1.16451 1.16911 17.4769 4.85527 1.354 0.959162 16.4737 10.4698 6.00396 9.67053 8.63197 2.41541 internal_count=1024 994 761 424 390 272 235 118 194 80 51 337 269 257 107 150 81 114 34 50 233 67 31 28 226 162 64 136 110 31 is_linear=0 shrinkage=0.03 Tree=59 num_leaves=31 num_cat=0 split_feature=3 3 3 16 14 10 9 17 6 15 15 16 3 17 15 19 19 10 7 6 15 17 17 9 15 15 15 3 15 3 split_gain=0.606431 0.949219 1.4192 1.06545 0.907781 0.907593 0.79921 0.985224 0.837133 0.747323 0.750911 0.758321 0.695017 1.59943 0.626361 0.559193 0.535998 0.97497 0.793501 0.746755 0.850102 0.971031 1.0611 1.15512 1.07809 1.32827 1.23322 1.16759 1.09017 0.959329 threshold=0.72389648318908495 0.56079672409780368 0.49684701577749713 46.540315885395167 63.484848484848492 0.57193409442153997 0.63624338321502061 55.195072519241698 0.99999725812554507 75.364829084636511 60.748825974644717 26.944444351111116 0.99862335826171078 76.689377963221276 53.008506935293923 58.068303178409323 40.885403179019029 0.35654120693873126 0.12499999718750003 0.38685847728476258 37.379610326174337 49.007874055505773 51.998258730574783 0.97368421000000016 41.918079947765683 43.762300029104495 61.158593458280485 0.22965414141855103 62.532536908280342 0.46906387144662093 decision_type=2 2 2 2 2 2 2 2 2 2 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 14 6 -4 7 9 -9 10 11 -2 -8 -14 -3 -11 18 -18 -1 -19 -21 -22 -23 24 -24 27 -27 -26 -28 -30 right_child=4 3 5 -5 -6 -7 12 8 -10 15 -12 -13 13 -15 -16 -17 17 19 -20 20 21 22 23 -25 25 26 28 -29 29 -31 leaf_value=-0.02093302627694648 0.032934976353017321 -0.033591198565089665 -0.034917030303364786 -0.034451229627341831 -0.034871672891771378 0.021850349478113353 0.024365943767149026 -0.034024216924757683 0.014976034228027528 -0.037188480515954629 0.015561922849382617 -0.037472505784844068 0.021002419743443166 -0.038075626570998188 0.0094450094512617943 0.018585812170654824 -0.02559210032573301 0.02576396645357483 0.0093502010717010746 0.013372085466623097 -0.034699580109551514 0.012699418013513288 -0.032542846201169429 0.006895906773776975 -0.032591092472096878 -0.027433745135473427 0.011429008201896601 0.023388201898854943 -0.034107795952498375 0.027354426473880863 leaf_weight=0.90613724011928098 0.18972890079021087 0.3968105381354684 0.27467572316527311 1.6412970665842292 0.48055148730054575 3.2841142108663917 3.3238950204104185 1.1271397918462751 0.43485165014863003 0.55019918456673611 4.2335512526333332 0.50181809160858393 1.2481284309178589 0.61598298139870156 1.3065038914792237 0.22917104698717594 1.847751020919534 0.7888027355074908 5.5383082991465926 2.2664026524871614 1.00967422872782 2.7416195226833251 1.9764923145994533 3.7018865905702105 0.4159607850015149 3.389068553224206 2.1385661438107495 1.7300489628687499 1.1782958339899776 0.28355887904763211 leaf_count=36 1 16 8 52 18 34 24 41 8 13 39 12 9 12 28 3 84 8 67 30 34 27 115 57 21 142 29 14 40 2 internal_value=2.38957e-10 -0.00196325 -0.000440525 -0.017202 0.00558786 0.0174689 0.00714898 0.000727603 -0.0203828 0.00650802 0.0108275 -0.0181559 0.0161429 0.00148048 -0.000580867 -0.0207882 -0.00257126 -0.00467567 0.00509215 -0.00288808 -0.00397301 -0.00609047 -0.00444507 -0.00761801 -0.0124532 -0.00810678 -0.0144454 0.0125377 -0.00221941 -0.0221858 internal_weight=49.751 36.816 33.4714 3.34461 12.935 3.55879 12.4545 7.26646 1.56199 5.70447 4.9251 0.691547 5.18801 1.86411 1.70331 0.77937 29.9126 23.4681 6.44445 21.6204 20.8316 18.5652 17.5555 14.8139 11.112 9.1355 6.98949 2.14601 3.60042 1.46185 internal_count=1024 844 748 96 180 42 162 117 49 68 52 13 45 21 44 16 706 603 103 519 511 481 447 420 363 248 213 35 71 42 is_linear=0 shrinkage=0.03 Tree=60 num_leaves=31 num_cat=0 split_feature=19 17 19 17 14 6 11 9 14 3 11 11 11 19 1 10 11 10 3 10 19 15 3 7 11 11 10 1 15 15 split_gain=0.585019 1.10269 0.653017 1.13944 0.910356 0.934106 0.854803 1.73906 1.05283 0.852587 0.908001 1.41802 1.07401 0.873924 0.898535 0.849413 0.815387 0.822445 0.785007 0.779617 1.10907 0.744256 0.660562 0.644254 0.716413 0.640792 0.995215 0.627014 0.854646 0.853965 threshold=34.456932345825514 3.6511404627855728 35.198197531872673 25.923643148104102 22.474747474747478 0.47578412449695873 0.43331212952061443 0.93160714667755118 28.474903474903478 0.09706849301957339 0.81902880181828008 0.78028244585457607 0.5996202143961159 55.700820383401258 0.26969696969696977 0.9999949408586376 0.9347840739207719 0.99985549643774885 0.15692685995915734 0.9999949408586376 39.75696863747261 33.702403105948484 0.34314317800296129 0.39130035467927587 0.55525857029752357 0.83745046729689798 0.96238207547169818 0.43303571428571436 43.762300029104495 55.535604307341643 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 -4 5 -5 8 9 -6 13 11 12 23 14 -8 16 22 -18 19 20 -10 -16 -9 -11 -25 26 -24 28 -20 -30 right_child=1 2 3 4 6 -7 7 15 18 10 -12 -13 -14 -15 21 -17 17 -19 27 -21 -22 -23 25 24 -26 -27 -28 -29 29 -31 leaf_value=-0.034835602255123055 0.030128403496947866 0.023236796942751561 -0.022228224509271286 0.0095849743861547501 0.025207275612813485 -0.035010323797361714 0.0098856964859469747 -0.034269719236442404 0.010675168848846667 0.0032182486988327056 -0.03375048242099063 0.019590203215240982 -0.033359920791581184 0.016555609777194998 0.034208202504973022 -0.033775927062473191 -0.011750002169675521 0.017838920568038714 0.021450416383552485 0.018265413866821612 -0.034232427349239425 -0.032853594387091949 -0.034979442825050944 -0.034292444365607064 0.0069839950107067035 0.031166267558271888 0.019980142282227133 0.0099732986787683647 -0.034275200747639928 -0.00089752261971925507 leaf_weight=0.43001132551580568 1.0909372195601452 1.0302679566666473 2.1512932940386227 0.63389330171048541 2.1946632349863675 1.2689767228439448 1.1504929158836614 0.20062655210494984 0.7375328149646555 2.3638002322986704 1.8199093006551263 1.2110337442718444 2.0976262809708714 1.910955145023763 0.16768714785575856 0.41872640885412682 2.2217726036906247 1.3648115955293176 0.93859383743256231 0.63187885470688332 1.5048044784925876 1.3323086900636552 0.38862328231334675 1.1655757059343157 0.56039587594568718 2.4598175249993801 1.2513723988085983 10.311346357688306 0.99079052824527059 2.2714763972908258 leaf_count=15 5 9 63 8 13 46 21 7 10 63 74 16 96 22 1 16 48 12 10 10 59 81 11 47 11 12 10 150 36 42 internal_value=3.06762e-11 0.000313108 -0.000382633 -0.000914871 0.0001375 -0.0201545 0.00106422 -0.00298177 0.00562769 -0.00951748 -0.0147667 -0.0100969 -0.0159075 0.00109079 -0.0100591 0.00786139 0.0100719 -0.000490458 0.00315619 -0.0111677 -0.0194618 -0.0253566 0.018881 -0.00695622 -0.0208906 0.021482 0.00695659 0.0059931 -0.00377661 -0.0110347 internal_weight=48.272 47.842 46.7511 45.7208 43.5695 1.90287 41.6666 22.0855 19.5811 13.7798 9.21834 7.39843 6.1874 4.56144 2.65049 8.30575 7.88702 3.58658 17.3864 2.87422 2.24234 1.5 4.30044 4.08977 1.72597 4.09981 1.64 14.5122 4.20086 3.26227 internal_count=1024 1009 1004 995 932 54 878 548 330 432 307 233 217 125 103 116 100 60 317 79 69 82 40 121 58 33 21 238 88 78 is_linear=0 shrinkage=0.03 Tree=61 num_leaves=31 num_cat=0 split_feature=14 19 17 19 6 19 19 19 7 7 10 19 10 1 16 17 17 14 17 14 6 16 3 19 10 11 7 19 3 1 split_gain=0.575405 0.557752 1.00558 0.646084 1.00702 0.81474 0.701634 0.666468 1.01253 0.617782 0.67407 0.91959 0.955187 0.968265 1.02622 0.612134 0.750019 1.4183 0.876124 0.756771 0.660329 0.596238 1.0929 0.891261 0.612731 0.593099 0.776104 1.35406 0.571903 1.25838 threshold=67.592592592592595 34.456932345825514 3.6511404627855728 54.843944828764144 0.99997618788042197 48.400558795493097 49.610940926581463 47.948464106425483 0.83333333749999994 0.76895272513848167 0.99994169540161015 53.078844494742057 0.99611291962353399 0.18465909090909091 55.514211976670886 75.587773389435014 44.14030061524155 37.339743589743598 33.019141569562926 64.863547758284611 0.86302248054119735 33.333333388888896 0.24460414278169243 42.18398714788669 0.66506357917859904 0.25401201455788713 0.85714286928571448 55.050838116242957 0.28550160969270283 0.324561403508772 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 10 11 12 13 -8 -15 16 17 18 -4 -19 -17 22 24 -24 -18 26 -5 -28 -23 -30 right_child=-2 2 3 25 -6 6 9 -9 -10 -11 -12 -13 -14 14 -16 20 21 19 -20 -21 -22 28 23 -25 -26 -27 27 -29 29 -31 leaf_value=-0.034610819858128784 -0.032430607571882694 0.02966084012218255 0.014499181489180054 0.02819815584547845 -0.032944381707651731 -0.032310248043500495 0.023725657675529671 0.01976751128909527 -0.037290142372890002 -0.028019673280217237 0.01214289002827792 -0.033517410995549723 -0.033621017829429188 -0.02352576702594919 0.014783438077152662 0.034146097580386559 0.0190151761658711 -0.033317294223697592 -0.034215182860660033 0.016449602628848495 -0.03235511961945349 0.022790283681068134 -0.033182072144197508 0.016258874190734889 -0.024343677091975907 0.0021183769575210498 0.033443120993483309 -0.038757851305721527 -0.037480462478471699 0.023179196957510865 leaf_weight=0.40730489417910476 0.48726651631295581 1.0507721304893483 2.3444413160905344 1.9089296981692343 0.95860607596114178 1.0126699209213246 1.3704906012862905 1.7344181491062034 0.62329942919313985 1.0079022925347088 1.9614589074626563 1.0560759399086235 0.74829371878877271 1.5013192580081525 1.0835243100300429 0.16101986169815141 0.35772355925291588 1.7279147026129069 0.38714060094207514 0.32704463321715582 0.81233990006148815 3.1993317203596234 0.36548824515193734 3.212220492772758 1.6295339385978875 13.201421190053223 0.43779999017715443 0.50162655860185623 0.51038208417594411 0.77540141250938177 leaf_count=15 30 5 25 13 54 63 13 18 15 38 37 46 35 62 15 1 5 84 12 5 48 35 16 41 54 210 2 8 12 7 internal_value=-2.3669e-10 0.000340745 0.000650433 -2.82135e-05 -0.00271098 -0.00167255 -0.00867237 0.00208084 0.000214132 -0.00593011 -0.00304659 -0.00821935 -0.00253933 0.00334089 -0.00746717 0.00169272 0.0032047 -0.00656911 0.00759501 -0.0253969 -0.021354 0.00785966 0.0012997 0.0112081 -0.0165387 0.00479716 0.0172126 -0.00511011 0.015999 -0.000899198 internal_weight=46.8632 46.3759 45.9686 44.9178 28.868 27.9094 9.74173 18.1677 16.4333 8.72907 7.72116 5.7597 4.70363 3.95533 2.58484 15.81 14.8366 4.78654 2.73158 2.05496 0.97336 10.0501 5.56497 3.57771 1.98726 16.0498 2.84836 0.939427 4.48512 1.28578 internal_count=1024 994 979 974 741 687 309 378 360 246 208 171 125 90 77 345 296 126 37 89 49 170 116 57 59 233 23 10 54 19 is_linear=0 shrinkage=0.03 Tree=62 num_leaves=31 num_cat=0 split_feature=14 1 1 7 14 17 16 15 1 17 14 2 17 15 11 15 15 3 3 14 16 7 6 7 19 14 1 14 15 7 split_gain=0.545009 0.540362 1.33503 0.770063 1.35875 0.711544 0.669756 0.63134 1.4209 0.762627 0.828902 0.778937 1.62945 1.31388 0.937091 0.90197 0.999656 1.13677 1.12287 1.20249 0.765404 0.733616 0.733025 0.731132 0.671144 0.759242 0.702383 0.764381 0.576433 0.57003 threshold=67.592592592592595 0.8257575757575758 0.75961538461538469 0.25000000187500004 45.534290271132384 48.719291135760791 34.572693496376822 41.918079947765683 0.25657894736842113 3.6511404627855728 23.571428571428573 1.0000000180025095e-35 44.503010927827496 44.531201388720469 0.9347840739207719 61.821807432354881 43.89540657800692 0.49979292638972167 0.50727176031642462 37.339743589743598 30.860805881410254 0.12499999718750003 0.47578412449695873 0.11805555531249991 61.365741892614672 48.601398601398607 0.074175824175824148 43.756496881496894 62.456476085410294 0.90000000225000021 decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 -6 8 21 -9 22 14 13 -13 20 16 -14 -18 -19 -20 -12 -1 -11 -21 25 26 -17 28 -28 -5 right_child=-2 3 -4 29 5 -7 -8 9 -10 10 11 12 15 -15 -16 24 17 18 19 23 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.033075684578141987 -0.032318865940548017 0.023938881652841457 -0.033693036987991976 0.014043499760120801 -0.032333389792892936 -0.033812426872321215 0.030248670731412644 0.029482238067160559 -0.027496018592380184 0.0051466462240264748 -0.032565033273490279 0.017657485629900212 0.014524937815359728 -0.034652751887792238 -0.034232377529737894 0.019012012973763082 -0.027109574746923149 0.031293610985753451 0.018168031874820492 0.0023555688530246589 0.015739495219824602 0.010457098560173994 -0.034689232097006494 -0.034240428935578639 -0.019288215232921079 0.023079743188645328 0.019989595396822792 0.011353728307695925 -0.035219432690911427 -0.0068738373719362334 leaf_weight=0.40704513993114178 0.46481298562139173 0.85871628858148996 1.1251517739146937 7.0369219961576146 0.25973094534128893 1.3271401803940532 0.37774665094912052 0.84052311256528156 2.3206619289703667 0.67356722988188522 0.31042746361345308 0.54947213362902703 1.8890737527981381 2.0237147053703666 0.39532737433910359 1.4590908288955682 2.3077922761440277 0.793344717472792 1.023181898519397 0.75895057758316431 6.0296149747446179 2.4181936094537377 1.0860502673313019 1.3933510975912211 0.65065695345401753 3.252238592132926 0.20910578034818195 0.97468770714476693 0.91489861439913511 1.4069802816957233 leaf_count=19 30 8 49 96 15 63 3 6 115 11 16 10 27 77 15 15 96 4 12 17 77 41 42 51 16 27 3 13 28 22 internal_value=7.08643e-11 0.000333284 -0.00156305 0.00602303 -0.00754029 -0.0212996 0.00475052 -0.000456868 -0.0101022 0.00134571 0.000459779 0.0018641 -0.00136156 -0.0234825 0.0105801 0.00228109 -0.0046083 -0.0103668 -0.000631258 -0.00860719 0.0133744 0.00418513 -0.0194404 -0.0213358 0.00982151 0.0126028 0.00302557 -0.00808881 -0.0249485 0.0105581 internal_weight=45.5382 45.0734 33.8061 11.2672 2.82333 1.96462 0.637478 32.681 5.1459 27.5351 26.6945 24.9349 18.1996 2.57319 6.73537 15.6264 8.16569 6.27662 3.96883 3.17548 6.34004 2.82524 1.75962 2.1523 7.46068 6.81002 3.55778 2.09869 1.124 8.4439 internal_count=1024 994 787 207 89 81 18 738 175 563 557 504 396 87 108 309 207 180 84 80 93 60 53 68 102 86 59 44 31 118 is_linear=0 shrinkage=0.03 Tree=63 num_leaves=31 num_cat=0 split_feature=14 19 17 19 6 19 19 19 7 17 17 14 17 15 6 7 10 19 10 1 11 7 19 16 3 14 15 15 10 16 split_gain=0.514831 0.507248 0.882244 0.579583 0.929449 0.741224 0.648099 0.569491 0.915594 0.578253 0.701459 1.27033 0.773811 0.72021 0.591216 0.561152 0.623881 0.828092 0.869194 0.874692 0.558303 0.67568 1.21095 0.552379 0.971703 0.645796 0.541308 0.71424 0.54828 0.882182 threshold=67.592592592592595 34.456932345825514 3.6511404627855728 54.843944828764144 0.99997618788042197 48.400558795493097 49.610940926581463 47.948464106425483 0.83333333749999994 75.587773389435014 44.14030061524155 37.339743589743598 33.019141569562926 37.49879720952611 0.86302248054119735 0.76895272513848167 0.99994169540161015 53.078844494742057 0.99611291962353399 0.85164835164835184 0.25401201455788713 0.85714286928571448 55.050838116242957 33.333333388888896 0.10880302876976193 28.078078078078082 36.350462776174844 42.792725961009403 0.95352381100324624 66.283524448275884 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 10 11 12 -4 -13 -11 16 17 18 19 -8 21 -5 -23 24 -12 -26 -22 -28 -29 -30 right_child=-2 2 3 20 -6 6 15 -9 -10 14 23 13 -14 -15 -16 -17 -18 -19 -20 -21 26 22 -24 -25 25 -27 27 28 29 -31 leaf_value=-0.034265280685941826 -0.032210473018876806 0.028846578705314253 0.013795766571580803 0.027764885446116914 -0.032811468099962153 -0.032150818144871522 0.0090215342417810252 0.018918311781497502 -0.036623733781604141 0.033829126068023109 -0.033368574080944527 0.017554420307908134 -0.033876694747820721 -0.033050975993472093 -0.03220245619021158 -0.027626576642046222 0.012002747821171399 -0.033277701655855613 -0.033405737496057249 -0.03272718278148623 0.0332564668287001 0.033223193131350005 -0.038053840630554156 0.015885767663825302 -0.033629713220587887 0.00931978624696949 -0.034091368589101001 -0.005367889908818653 -0.0060889361018939825 0.016286623943388354 leaf_weight=0.3782261535525312 0.44211920257657666 0.97471735626459022 2.21693059429527 1.7786151710897677 0.88960582949221034 0.93842587154358525 3.1903193597681807 1.6305168904364098 0.58237192034721452 0.14549763500690538 0.63799264188855698 0.3003500448539852 0.35558941774070252 1.6092361933551727 0.75677961762994528 0.94062559353187669 1.8560473965480921 0.96917539369314898 0.69660018943250168 0.52614730689674605 0.48057056963443656 0.40419111400842656 0.45715003833174706 4.2480609901249409 0.34026578813791264 4.2568692173808813 0.50619962625205417 4.8624693909659964 2.54651821218431 4.2034990815445781 leaf_count=15 30 5 25 13 54 63 63 18 15 1 30 4 12 85 48 38 37 46 35 27 2 2 8 54 14 72 20 90 54 44 internal_value=1.39946e-10 0.000326031 0.000628177 -2.16498e-05 -0.00265476 -0.00163072 -0.00853756 0.00205606 0.000276496 0.0017219 0.00322575 -0.00655413 0.00720619 -0.0250915 -0.0215545 -0.00582824 -0.00299552 -0.00816762 -0.00265307 0.00311109 0.00465866 0.017203 -0.00460653 0.00784809 0.00132588 0.0061408 0.0020302 0.000791916 0.00231251 0.0078452 internal_weight=44.1217 43.6796 43.3013 42.3266 27.0874 26.1978 9.11734 17.0805 15.4499 14.8676 13.9653 4.48211 2.57252 1.90959 0.902277 8.17892 7.23829 5.38224 4.41307 3.71647 15.2392 2.63996 0.861341 9.48319 5.23513 4.59714 12.5993 12.1187 11.6125 6.75002 internal_count=1024 994 979 974 741 687 309 378 360 345 296 126 37 89 49 246 208 171 125 90 233 23 10 170 116 86 210 208 188 98 is_linear=0 shrinkage=0.03 Tree=64 num_leaves=31 num_cat=0 split_feature=14 1 1 7 14 17 16 17 11 3 3 7 10 11 17 6 7 14 3 3 10 10 1 19 10 14 16 6 1 10 split_gain=0.488076 0.478382 1.23114 0.691251 1.24288 0.648166 0.602512 0.547888 1.28252 0.57554 1.0619 0.863551 0.535392 0.565533 0.495105 1.48948 1.13413 0.653404 0.518061 0.637789 0.594349 0.77107 0.843456 1.0854 0.707135 0.706965 0.576993 0.550588 0.674781 0.534419 threshold=67.592592592592595 0.8257575757575758 0.75961538461538469 0.25000000187500004 45.534290271132384 48.719291135760791 34.572693496376822 72.668319985788443 0.73678840970239012 0.99862335826171078 0.73637639369454055 0.50000000750000029 0.36585021758611397 0.34305841776474361 44.14030061524155 0.28389176569234903 0.34749550576117022 43.899521531100483 0.10880302876976193 0.0055798573600568963 0.99991750267989132 0.99974134460868724 0.11805555555555559 44.846258493344592 0.99998602282094473 40.608465608465622 51.111111666666666 0.47578412449695873 0.70714285714285718 0.99255236869289865 decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 6 -6 14 -9 10 11 -10 13 -5 15 16 -1 -18 19 27 21 22 26 -24 -22 -26 -20 -16 -29 -25 right_child=-2 3 -4 12 5 -7 -8 8 9 -11 -12 -13 -14 -15 18 -17 17 -19 20 -21 24 -23 23 29 25 -27 -28 28 -30 -31 leaf_value=-0.032815161300311389 -0.032118230935499516 0.023474569657253044 -0.03345445422150236 0.012007956384754126 -0.032120524209030658 -0.033583010464368013 0.029904290314960207 -0.023135148736116763 0.0012554317282527938 -0.037030777676866258 0.024196903671975717 -0.033742966481600821 0.013074679686775502 -0.033905125921854781 0.027450871674977718 -0.034813109250399439 0.011991731091520463 -0.033113877216561345 0.024517224266152889 -0.033127478204690489 -0.033977186196512736 0.024264963730546808 -0.035084485442655716 0.0065933537437783043 -0.036259048636690203 0.013020960464603468 -0.0088823138967851385 -0.033875003323256665 0.032809640160079742 -0.035139351706424737 leaf_weight=0.69932943303138984 0.42163764219730993 0.80637663230299894 1.0507131996564556 0.48728008568286707 0.23708065319806326 1.23538624914363 0.34763921331614256 2.8771385992877168 4.1111659775488079 0.3441268503665923 1.5751692149788139 0.75030310358852137 7.0476314425468445 0.47859837859869003 0.49838385172188171 1.2068680603988466 3.7688605580478907 0.31305210758000601 2.4791740700602518 0.6696780826896428 0.62237369362264794 2.632983812596648 0.74605817347764958 4.3120886087417603 0.32499743811786186 1.3515919167548416 0.57312943972647179 0.46604567766189575 0.19317832868546247 0.29506387282162894 leaf_count=40 30 8 49 6 15 63 3 138 105 7 13 31 93 19 7 43 53 17 23 36 26 26 23 71 11 23 14 19 2 10 internal_value=2.92916e-11 0.00031863 -0.00152063 0.00582631 -0.00753018 -0.0212665 0.00475569 -0.000431623 -0.00635213 0.000769053 0.00278997 -0.00414611 0.010204 -0.0107422 0.00227154 -0.00503241 0.00248475 0.00853247 0.00515566 -0.00982488 0.00720805 0.0100982 0.00566051 -0.00151541 -0.00666891 0.00346831 0.0182458 0.00365571 -0.0143338 0.00392059 internal_weight=42.9231 42.5015 31.8615 10.64 2.62648 1.82011 0.58472 30.8108 9.6579 6.78077 6.43664 4.86147 8.01351 0.965878 21.1529 5.98811 4.78124 4.08191 15.1647 1.82729 13.3375 11.0385 8.40551 5.35321 2.29896 1.67659 3.0523 1.15761 0.659224 4.60715 internal_count=1024 994 787 207 89 81 18 738 294 156 149 136 118 25 444 153 110 70 291 64 227 167 141 104 60 34 37 28 21 81 is_linear=0 shrinkage=0.03 Tree=65 num_leaves=31 num_cat=0 split_feature=16 11 19 3 3 1 3 19 6 11 17 3 17 17 16 11 15 2 19 19 14 17 1 19 19 6 19 3 15 11 split_gain=0.464226 0.582995 0.985544 0.958525 0.881097 0.78837 0.639791 0.904179 0.662295 0.787789 0.690823 0.624808 0.573241 0.576208 0.804859 0.57695 0.67013 0.66594 0.611379 0.780846 0.550787 0.465542 0.443652 0.969095 0.752531 0.726255 0.704403 0.533345 0.498392 1.01453 threshold=35.643331541440141 0.49999999802631584 49.80348199105773 1.0000000180025095e-35 0.1741937691784203 0.11805555555555559 0.18796659312783645 42.18398714788669 0.99918662710807493 0.40121919739351658 31.656033024740449 0.19822857849826692 3.6511404627855728 27.557399545180974 57.597402400000014 0.97072649462307703 35.871237244241243 0.49074074074074076 63.16583432409341 60.584702304254542 36.851851851851862 86.178050906578662 0.8257575757575758 60.401423635208062 60.317263436921401 0.36592304316571911 59.070421115753156 0.90599638785615977 47.022097183862023 0.60267944014956132 decision_type=2 2 2 2 2 2 2 2 2 2 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 21 5 20 -6 -8 10 -10 -9 -12 -2 14 -14 22 -17 -18 19 -19 -1 -3 23 24 26 -24 28 -27 29 -15 right_child=12 3 -4 -5 6 -7 7 8 9 -11 11 -13 13 15 -16 16 17 18 -20 -21 -22 -23 25 -25 -26 27 -28 -29 -30 -31 leaf_value=-0.03363203008201484 0.024694245713520333 -0.032521750563594583 -0.032565789603555356 -0.032224449833834351 0.032267280809586567 -0.033028589881739963 -0.018543783403716065 -0.034741545511179993 -0.034411627574447871 0.03101876266506931 -0.035189672632074426 0.021166737882318779 -0.034701140423576776 0.0026933688595148406 0.012732546782457941 0.020556186022194212 -0.033912220889822958 -0.017105677512983971 -0.034879319610905325 0.017454204905460114 0.024956919270134541 0.015211609497454552 -0.034321598050147492 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0.0148539 0.018182 0.00200487 0.00124071 -0.0175654 0.00219865 -0.00763094 -0.0123935 -0.00514657 0.00129025 0.00781171 0.0046013 0.00412721 0.0015259 0.00296721 0.0108305 0.00157318 0.0130917 0.0026972 -0.00672927 internal_weight=41.6908 11.9348 9.28863 2.64619 8.45428 1.78777 6.66652 5.89244 4.56576 0.798929 3.76683 3.52996 29.756 28.7865 1.39523 27.3913 4.49269 3.84331 2.87506 2.36341 0.697629 1.06372 22.8986 16.4967 15.8731 6.40182 15.1816 6.0965 14.7358 3.75993 internal_count=1024 404 265 139 213 73 140 135 84 28 56 47 620 613 39 574 113 108 68 51 14 27 461 368 349 93 346 82 333 123 is_linear=0 shrinkage=0.03 Tree=66 num_leaves=31 num_cat=0 split_feature=16 11 19 3 3 1 3 19 6 11 17 3 17 17 16 11 15 2 19 19 14 11 11 17 9 11 17 15 3 1 split_gain=0.4456 0.551861 0.936641 0.904068 0.825287 0.739897 0.60491 0.847102 0.616384 0.7369 0.637173 0.571402 0.521934 0.528022 0.768021 0.538866 0.617242 0.642201 0.576762 0.72324 0.514735 0.441266 0.680655 0.428644 0.426937 0.726341 0.785696 0.889336 0.813453 0.552065 threshold=35.643331541440141 0.49999999802631584 49.80348199105773 1.0000000180025095e-35 0.1741937691784203 0.11805555555555559 0.18796659312783645 42.18398714788669 0.99918662710807493 0.40121919739351658 31.656033024740449 0.19822857849826692 3.6511404627855728 27.557399545180974 57.597402400000014 0.97072649462307703 35.871237244241243 0.49074074074074076 63.16583432409341 60.584702304254542 36.851851851851862 0.32907755158786706 0.33333333166666673 86.178050906578662 0.93160714667755118 0.61204350697756149 87.54349360173471 51.441049470813759 0.1372605161330652 0.97368421052631593 decision_type=2 2 2 2 2 2 2 2 2 2 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 23 5 20 -6 21 10 -10 -9 -12 -2 14 -14 24 -17 -18 19 -19 -1 -8 -23 -3 25 -15 28 -28 29 -27 right_child=12 3 -4 -5 6 -7 7 8 9 -11 11 -13 13 15 -16 16 17 18 -20 -21 -22 22 -24 -25 -26 26 27 -29 -30 -31 leaf_value=-0.033444958092950158 0.023980053335854668 -0.032405790218384446 -0.032463412995737129 -0.032136100823806191 0.031899803793287676 -0.032895945895715227 -0.033141146441135388 -0.034492020227061902 -0.03422740452150172 0.030647688783796399 -0.034900797597622171 0.020614342982589965 -0.034476456079107563 0.0051593289862546599 0.012388465416930972 0.019834619784727305 -0.033744797619186043 -0.016630097888240325 -0.034670752559252685 0.017142532133530623 0.024411532687257397 0.034206533501879369 -0.032914943756848711 0.01446725896399732 0.011988896419310453 -0.015060774311034426 -0.032940320341208244 0.023723571510281313 -0.033080460207144613 0.029093035523171908 leaf_weight=0.19529515597968927 0.93895088508725422 0.22428895300254159 0.80040632933378297 1.5093177664093671 0.74414827208966006 1.0358855202794073 0.74903080053627469 0.22383268130943212 0.53638222906738509 0.22312800399959087 0.17592205759137902 3.2405981086194515 0.84763983543962484 13.682092709001163 0.50057193171232939 0.6345320288091888 0.93122419249266419 1.0729017029516406 0.48519215639680613 1.2191665600985286 0.47501194290816784 0.28635400533676147 0.25891163293272257 0.80864332523196936 4.7823821976780883 0.71660487353801705 0.3332404908724127 0.9894692599773407 1.5286330329254267 0.39552260003983974 leaf_count=8 7 15 52 112 5 59 36 9 26 2 6 41 31 256 8 5 40 37 17 14 6 1 14 12 67 30 19 9 77 3 internal_value=-1.08878e-10 -0.00500208 -0.00149658 -0.0173362 0.00154671 -0.0170041 0.0064628 0.00313853 0.00941437 -0.0151685 0.0145432 0.0177558 0.00197741 0.0012427 -0.0170762 0.00216525 -0.00750702 -0.0121852 -0.00495626 0.00133379 0.00755494 -0.0181957 0.00233485 0.00428933 0.00403822 0.00188339 -0.00942529 0.0094478 -0.0188785 0.000642308 internal_weight=40.5453 11.4872 8.94491 2.54225 8.1445 1.70619 6.43831 5.69416 4.39986 0.75951 3.64035 3.41652 29.0581 28.1192 1.34821 26.771 4.34302 3.70848 2.77726 2.29207 0.670307 1.2943 0.545266 1.03293 22.4279 17.6456 3.96347 1.32271 2.64076 1.11213 internal_count=1024 404 265 139 213 73 140 135 84 28 56 47 620 613 39 574 113 108 68 51 14 51 15 27 461 394 138 28 110 33 is_linear=0 shrinkage=0.03 Tree=67 num_leaves=31 num_cat=0 split_feature=19 17 19 17 16 14 6 14 3 10 6 3 3 17 14 1 15 14 17 15 6 17 9 7 14 6 7 1 14 19 split_gain=0.427174 0.693777 0.477814 0.780919 0.885407 0.634289 0.701823 0.571804 0.587655 0.816589 0.749816 0.673667 0.672053 0.628858 0.479229 1.14654 0.537811 0.497222 0.519964 0.488017 0.660476 0.465609 0.420021 0.744656 0.550042 0.549981 0.500678 1.60495 1.46505 0.718693 threshold=34.456932345825514 3.6511404627855728 35.198197531872673 25.923643148104102 57.597402400000014 22.474747474747478 0.47578412449695873 24.216524216524217 0.49684701577749713 0.2776137893878331 0.66406920932186486 0.34735238035374444 0.50727176031642462 49.179826402871477 36.237373737373744 0.4701754385964913 51.365163843455043 41.447368421052637 55.77727698071012 75.121240477873911 0.90544724102527985 94.456055697667423 0.97368421000000016 0.88194444468750022 35.63492063492064 0.81230804094250619 0.12499999718750003 0.074175824175824148 36.515151515151523 47.309600758140384 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 4 -4 6 -5 -7 9 -9 11 -11 -10 -12 -14 17 -17 18 -16 21 -21 -18 23 25 -24 -15 27 -27 -28 -30 right_child=1 2 3 5 -6 7 -8 8 12 10 13 -13 14 22 15 16 19 -19 -20 20 -22 -23 24 -25 -26 26 28 -29 29 -31 leaf_value=-0.033884010367717224 0.027014173322127046 0.022251916177610864 -0.033837296898359639 0.0088174634893019802 0.014406432369537349 0.020740008475182405 -0.033996458932005272 -0.032277651654027864 0.027020064885414415 0.01493017410412672 -0.034182304369165702 -0.033519274840550686 0.013819039349688719 -0.033689579829309986 0.0094273902033873321 -0.033496059092559149 0.010712829554044715 -0.03359736444033689 -0.033220219611905064 -0.036361779517273478 0.019701011635768775 -0.034539224507935312 -0.033684707318051885 -0.034489175956860976 0.011513714389193562 0.017873049392353728 -0.033025829632397939 -0.032170388942299753 0.021654465287161341 -3.0687888048998954e-05 leaf_weight=0.33203812967985769 0.85502418875694175 0.82657666876912017 1.2449122113175679 0.53242994658648857 0.47225644905120123 1.2693274375051249 0.9767184853553772 0.83440786646679299 1.12987502478063 3.0760102602653236 0.62999267783015866 0.28196815401315678 2.8353953468613318 0.53275960264727196 0.7466490110382431 0.31101504620164444 6.681385129224509 1.0922747016884384 0.39256947906687856 0.50419739447534073 0.30265003209933639 0.21110412944108237 0.26893284544348661 0.77437504986301142 2.4488620581105351 0.90504876896738862 0.9612457170151173 1.590209011454135 1.9919190462678669 4.4448557789437473 leaf_count=15 5 9 56 8 7 14 46 56 9 62 25 13 44 23 11 14 113 47 17 13 6 7 11 29 36 15 48 120 23 122 internal_value=1.04799e-10 0.00028756 -0.000309564 -0.000807617 -0.0205693 0.000142222 -0.0188916 0.000981714 0.000220515 -0.00326792 -0.0019161 0.0108619 0.00482211 -0.00486549 0.0029042 -0.000117504 0.00518035 -0.0191351 -0.00526878 0.00674268 -0.0153325 0.00932684 -0.00353849 -0.00610567 0.00704121 -0.00399754 -0.0023986 -0.0140193 0.00152089 0.00667998 internal_weight=39.457 39.1249 38.2699 37.4433 1.71717 35.7262 1.50915 34.217 32.9477 18.7406 17.9062 3.35798 14.2071 14.5482 13.0772 10.2418 8.01035 2.23149 1.13922 7.69934 0.806847 6.89249 13.9182 11.2004 2.71779 10.426 9.89328 2.49526 7.39802 6.43677 internal_count=1024 1009 1004 995 63 932 54 878 864 583 527 75 281 452 272 228 153 75 28 139 19 120 427 380 47 351 328 135 193 145 is_linear=0 shrinkage=0.03 Tree=68 num_leaves=31 num_cat=0 split_feature=14 19 19 19 6 19 19 7 10 1 1 16 3 7 10 6 19 7 7 7 19 1 14 6 17 17 16 16 16 17 split_gain=0.419935 0.410412 0.633125 0.47586 0.781506 0.607366 0.558176 0.523073 1.23946 0.767582 0.741407 0.693441 0.667935 0.573209 0.565606 1.50945 0.495612 0.492185 0.527815 0.870126 0.768668 0.543413 0.560557 0.467788 0.457682 1.0665 0.87765 0.442383 0.77194 0.564582 threshold=67.592592592592595 34.456932345825514 35.198197531872673 54.843944828764144 0.99997618788042197 48.400558795493097 49.610940926581463 0.72922775967741937 1.0000000180025095e-35 0.5590277777777779 0.40833333333333338 32.151675802657756 0.6563792242595583 0.50000000750000029 0.99974134460868724 0.062932073462562035 54.941146460112286 0.76895272513848167 0.6666666583333335 0.42857142857142855 51.636264670105319 0.85164835164835184 33.02469135802469 0.16126538947698418 51.632998619356549 69.005511028111826 64.468864119611183 48.196881000000012 40.000000200000009 51.021680433429047 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 10 13 12 23 27 15 -9 -5 18 19 21 -20 22 -8 -11 26 -26 -18 28 29 -10 right_child=-2 2 3 16 -6 6 17 14 9 11 -12 -13 -14 -15 -16 -17 24 -19 20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.033725697677831019 -0.031883097597383551 0.024061588024384416 -0.03319438227241895 0.028094803387340217 -0.032552499652584145 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2.7616991472896188 0.64724841900169849 0.73248516395687957 9.2266579275019449 0.63271823991090048 0.95425280742347229 0.59420317085459817 2.2731731361709535 leaf_count=15 30 10 54 7 54 63 17 8 36 1 43 28 4 11 5 16 17 38 9 66 14 28 74 47 23 175 11 13 27 80 internal_value=6.05312e-11 0.000309417 0.000595446 -4.99096e-05 -0.00265205 -0.00163776 -0.00826448 0.00203966 -0.000552866 0.00230407 -0.00333769 0.0134364 -0.00404284 -0.000220653 0.0146273 0.0020221 0.00444461 -0.00561033 -0.00277522 -0.0075162 0.0129642 0.000492339 0.00480489 -0.0222339 0.00303997 6.32738e-05 0.013958 0.00193872 -0.00146292 0.0026278 internal_weight=38.3107 37.9425 37.6263 36.6192 23.192 22.4311 8.00538 14.4257 11.962 10.9993 7.29983 3.69948 1.31604 6.59847 2.46368 1.3927 13.4272 7.19741 6.36601 4.89235 1.47366 3.49284 3.0833 0.763164 12.6744 9.95914 2.71527 6.22708 5.27283 4.67863 internal_count=1024 994 979 969 736 682 309 373 344 290 210 80 52 167 29 24 233 246 208 185 23 119 91 48 226 198 28 156 143 116 is_linear=0 shrinkage=0.03 Tree=69 num_leaves=31 num_cat=0 split_feature=16 11 19 3 3 1 3 19 6 3 17 3 14 11 1 7 2 7 1 19 19 19 1 3 3 19 16 17 17 14 split_gain=0.402363 0.488878 0.805427 0.797052 0.716142 0.655993 0.530296 0.723843 0.527203 0.654308 0.56683 0.496552 0.457412 0.438428 0.455314 0.836137 0.573247 0.463916 0.411749 0.811635 0.682229 0.60194 0.54505 0.53845 0.637379 0.504208 0.677039 0.477759 0.754127 0.93523 threshold=35.643331541440141 0.49999999802631584 49.80348199105773 1.0000000180025095e-35 0.1741937691784203 0.11805555555555559 0.18796659312783645 42.18398714788669 0.99918662710807493 0.2514559456132896 31.656033024740449 0.19822857849826692 36.851851851851862 0.97072649462307703 0.11805555555555559 0.26568627183823534 0.49074074074074076 0.49999999625000008 0.8257575757575758 60.401423635208062 60.317263436921401 59.070421115753156 0.75961538461538469 0.90599638785615977 0.13407624546342944 66.52963373194811 38.696969736666674 5.0449727447399022 42.504914136602203 36.017799175693916 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 4 -3 5 12 -6 -8 10 -10 -9 -12 -1 18 17 16 -16 -15 19 20 21 22 27 24 -20 26 -26 -2 29 -29 right_child=13 3 -4 -5 6 -7 7 8 9 -11 11 -13 -14 14 15 -17 -18 -19 23 -21 -22 -23 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.033183497416459609 0.028181390095224062 0.0038269149562283767 -0.032156034481950875 -0.031968520502378632 0.031408016228184649 -0.032617988266770592 -0.018113267415093177 -0.03429922150607808 0.030406646673739584 -0.033965177302425972 -0.034519735076861791 0.019877114692247639 0.024115172969895259 -0.033176092847124194 -0.032990662219127408 -0.02787480817849753 0.015783799047316357 0.017612783184511909 0.020548474904946722 -0.034612837786473456 0.033244246660663973 -0.035129936080673163 -0.032393770402865951 0.025373246503646675 0.021556308028499206 0.033757744054772568 -0.014295106934436546 0.0042754898927592194 0.0049344257087190115 -0.033868461740922555 leaf_weight=0.17682143952697316 0.64702750369906681 0.95361200859770123 0.7052510599605738 1.3558603161945937 0.66628129314631213 0.93100774427875876 1.1412077178247271 0.2058839509263638 0.20141851622611273 0.48265508888289332 0.15916174743324552 2.9555902425199747 0.43108313530683517 0.1955969184637063 0.27958794217556737 1.6125993290916083 0.96677676308900118 0.93848325032740831 1.5864817025139917 0.55481845606118518 0.61636029183864671 0.40290033444762308 0.40283215185627419 1.5579093256965277 0.60121993906796056 0.30697348713874806 2.2416283022612333 1.2206793855875724 11.59379790863022 1.0996657046489415 leaf_count=8 5 27 52 112 5 59 51 9 2 26 6 41 6 10 15 59 16 13 20 19 3 13 25 14 8 1 58 23 267 51 internal_value=-2.15044e-10 -0.00501974 -0.0015315 -0.0171881 0.00140656 -0.0167908 0.00622472 0.00296404 0.00897037 -0.0150115 0.0139108 0.0170975 0.00744869 0.00193972 -0.00723135 -0.0136117 0.00484258 0.00885313 0.00354361 0.00105825 0.00229648 0.00105517 0.00202945 0.0100739 0.00504154 -0.00276889 -0.00671307 0.00298176 0.00180994 -0.0138018 internal_weight=37.1912 10.3658 8.05636 2.30947 7.35111 1.53891 5.8122 5.14592 4.00471 0.684074 3.32064 3.11475 0.607905 26.8253 3.99304 2.85896 1.24636 1.13408 22.8323 16.5381 15.9833 15.3669 14.964 6.29421 4.7363 3.14982 2.84285 14.5612 13.9141 2.32035 internal_count=1024 404 265 139 213 73 140 135 84 28 56 47 14 620 113 90 31 23 507 406 387 384 371 101 87 67 66 346 341 74 is_linear=0 shrinkage=0.03 Tree=70 num_leaves=31 num_cat=0 split_feature=14 19 17 19 6 19 19 7 14 7 7 14 19 19 7 17 17 14 17 11 15 19 19 3 6 15 15 19 11 15 split_gain=0.379247 0.373075 0.577304 0.42387 0.725501 0.553925 0.527036 0.458716 0.490618 0.524607 0.829312 0.460013 0.450035 0.421426 0.627904 0.460086 0.47309 0.955326 0.59655 0.552112 0.526779 0.421086 0.588021 0.764352 0.418672 0.412006 0.847844 0.564779 0.408927 0.606559 threshold=67.592592592592595 34.456932345825514 3.6511404627855728 54.843944828764144 0.99997618788042197 48.400558795493097 49.610940926581463 0.76895272513848167 61.257309941520482 0.6666666583333335 0.42857142857142855 33.02469135802469 54.941146460112286 47.948464106425483 0.83333333749999994 75.587773389435014 44.14030061524155 37.339743589743598 33.019141569562926 0.15767089996659242 37.49879720952611 53.612396149262672 52.577670392221044 0.49684701577749713 0.86302248054119735 36.350462776174844 47.639929940851601 62.146108536096008 0.058039049595733465 73.124744826552998 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 9 10 11 -8 -5 14 15 16 17 18 19 -4 -19 22 23 -13 -17 -14 27 -27 -28 -30 right_child=-2 2 3 12 -6 6 7 -9 -10 -11 -12 21 25 -15 -16 24 -18 20 -20 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31 leaf_value=-0.033443700790088966 -0.031722347625458114 0.02634516077320679 -0.035054760739025824 0.027685984982877186 -0.032411705280987906 -0.031801973221199133 -0.032480943140433566 -0.026974410481134182 -0.032158386098296646 0.016682262269012607 -0.026587210019630964 -0.032267012670013043 0.032869831997961438 0.018148534817480275 -0.035070051552726932 0.033056015955477962 0.0073126095987731971 0.016109916416889802 -0.033243085273613728 0.018955393602869016 -0.032420078165910693 -0.031807267393047456 0.028083328528265211 0.012910235231464028 -0.031804668926655184 -0.034168626693895539 0.021225498278165618 0.0072382421962550458 0.0052461478095786008 -0.020775491130205027 leaf_weight=0.29252306371927161 0.33603221131488581 0.76552713662385841 0.19012635946274059 0.70292461616918345 0.70715924166142841 0.7558823456056406 0.29786011483520303 0.78491519019007672 0.46619141660630692 1.2861688067205248 1.1788680311292408 0.49153438070789057 0.40162044763564964 1.3258355939760793 0.43457313440740186 0.10552563518285829 7.6669046897441149 0.24074310855939973 0.28624793235212553 1.6368615189567206 1.228766957297921 0.23392837587743986 1.0093545876443384 1.0724343818146733 0.59230437129735947 0.89722041739150771 1.2149730678647745 0.44277064129710197 8.2368526700884068 0.8936779052019127 leaf_count=15 30 5 5 7 54 63 17 38 33 19 56 35 2 18 15 1 170 4 12 20 85 17 10 21 48 35 12 6 146 25 internal_value=-6.19787e-11 0.000297423 0.000575079 7.90193e-06 -0.00251767 -0.0015245 -0.00803391 -0.00540011 -0.00259477 -0.000120452 -0.00516509 0.0029679 0.00435057 0.00207363 0.000352379 0.00164082 0.00310707 -0.00589258 0.0070256 0.0133348 -0.0244696 0.00672916 0.0102323 -0.00128837 -0.0219965 0.00299351 0.00196668 -0.0204866 0.00487493 0.0026992 internal_weight=36.1763 35.8403 35.5478 34.7822 21.9922 21.285 7.57714 6.82126 6.03634 5.57015 4.28398 3.10511 12.79 13.7079 12.3821 11.9475 11.2497 3.58275 2.11324 1.82699 1.46951 2.80725 2.57332 1.56397 0.69783 12.0871 11.6855 1.33999 10.3455 9.13053 internal_count=1024 994 979 974 741 687 309 246 208 175 156 100 233 378 360 345 296 126 37 25 89 83 66 56 49 226 224 41 183 171 is_linear=0 shrinkage=0.03 Tree=71 num_leaves=31 num_cat=0 split_feature=16 14 15 15 6 1 1 19 15 14 14 3 17 17 16 17 9 10 7 16 15 19 3 1 6 19 3 15 16 17 split_gain=0.383991 0.600778 0.550992 0.44302 0.409875 0.567843 1.21172 0.567694 0.555957 0.419204 0.391339 0.370031 0.35193 0.471496 0.654155 0.410155 0.699319 0.582765 0.556232 0.822087 0.875563 0.579527 0.5205 0.56685 0.494168 0.660817 0.4816 0.661433 0.455844 0.613379 threshold=33.333333388888896 52.904040404040408 41.918079947765683 37.379610326174337 0.99880700509453846 0.51315789473684226 0.2264957264957265 55.700820383401258 43.762300029104495 23.571428571428573 37.339743589743598 0.1741937691784203 3.6511404627855728 27.557399545180974 57.597402400000014 62.355391892788951 0.97368421000000016 0.9999949408586376 0.18898809953125004 39.834943466250685 49.881244962671211 61.670252649140131 0.99862335826171078 0.89181286549707617 0.92236412195065343 61.365741892614672 0.80361729743996568 48.896995163993381 64.468864119611183 61.3312347169487 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 6 9 8 -6 -4 -11 -7 -2 14 -14 28 18 22 -17 -20 -21 24 26 -24 25 -22 27 -18 -15 -30 right_child=12 3 4 -5 7 11 -8 -9 -10 10 -12 -13 13 15 -16 16 17 -19 19 20 21 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.01930140857254041 0.021443675026020237 0.012308689674933803 -0.032588079514600993 -0.031726146078765859 0.019249787035357357 -0.032374207967011494 -0.033009733124390817 0.027391547539238534 -0.033532632780308984 0.019989167746780338 -0.012579378126718421 0.021630977991002553 -0.033748516801156273 0.0084157890026100544 0.01215271327780253 -0.031931717501649665 0.013726256086940758 -0.033015977614055385 0.020932436448400139 -0.027265715172939776 -0.033752913809302398 -0.033551235273874755 -0.036070591310033581 0.023843990440332922 0.0097192946798050472 0.032314069916187016 0.027187304506106059 -0.017659519344494164 -0.019806252564856096 0.03302402006033537 leaf_weight=1.3724418762139956 0.79959214851260441 0.25199660379439581 0.19702140893787223 1.1173887702170757 0.22703116759657838 0.12179482495412219 0.84575749607756723 0.25299248099327076 0.85965320025570691 1.6052644178271296 0.41864198725670565 1.8275409881025551 0.76871258532628661 10.150317555293443 0.43901528231799603 0.76949265738948991 2.4474140233360235 0.31908789696171869 0.94197888113558281 1.6972290123812852 0.57363628502935249 0.4383084988221525 0.43480012007057656 0.2111237645149231 2.463548946660012 0.17870305478572845 1.3693638499826191 0.80245598638430227 1.0922366958111513 0.24152848124504078 leaf_count=80 8 4 11 104 3 7 47 2 56 19 19 27 34 194 8 58 35 17 16 97 23 19 11 2 48 1 11 32 30 1 internal_value=1.50855e-10 -0.00530844 -0.00206324 -0.0236228 0.00165915 0.00559634 -0.00245122 -0.0130825 -0.0225053 0.00918584 0.0132524 0.0182567 0.0018476 0.00122923 -0.0170632 0.00214474 -0.00158225 0.00635138 -0.00785493 -0.00491107 -0.00946015 -0.00119017 0.00873719 -0.0164872 0.00322047 -0.01806 0.0122644 0.0059765 0.00624918 -0.0102393 internal_weight=35.2361 9.09753 7.72814 1.36939 6.3557 5.01602 3.06669 1.33968 1.08668 2.22093 2.02391 1.94934 26.1385 25.339 1.20773 24.1312 12.6471 5.58425 7.0629 6.2934 5.35143 3.6542 5.26516 0.645924 3.21589 0.752339 4.61923 3.24987 11.4841 1.33377 internal_count=1024 379 271 108 191 130 96 61 59 49 38 34 645 637 42 595 370 108 262 204 188 91 91 13 72 24 78 67 225 31 is_linear=0 shrinkage=0.03 Tree=72 num_leaves=31 num_cat=0 split_feature=16 14 15 15 6 1 1 19 15 14 11 15 2 14 19 9 11 17 15 3 7 7 17 1 15 17 17 1 19 3 split_gain=0.352167 0.559214 0.517291 0.431549 0.382964 0.544099 1.15479 0.528798 0.526947 0.389874 0.3829 0.504707 0.508572 0.462324 0.451628 0.385025 0.596021 0.627013 0.706917 0.67218 0.444742 0.592458 0.515578 0.505137 0.897753 0.746517 0.700474 0.442482 1.0039 0.641781 threshold=33.333333388888896 52.904040404040408 41.918079947765683 37.379610326174337 0.99880700509453846 0.51315789473684226 0.2264957264957265 55.700820383401258 43.762300029104495 23.571428571428573 0.97072649462307703 35.871237244241243 0.49074074074074076 62.731481481481488 54.843944828764144 0.93160714667755118 0.61204350697756149 87.54349360173471 51.441049470813759 0.1372605161330652 0.24999999625 0.30000000075000011 3.6511404627855728 0.15587044534412961 38.071944059653894 27.557399545180974 13.773594544823817 0.68990384615384626 57.87683031874392 0.34314317800296129 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -3 5 6 9 8 -6 -4 15 -12 -13 14 -14 16 20 19 -19 -18 -2 -22 -23 24 -24 -25 -26 28 29 -17 right_child=10 3 4 -5 7 -7 -8 -9 -10 -11 11 12 13 -15 -16 27 17 18 -20 -21 21 22 23 25 26 -27 -28 -29 -30 -31 leaf_value=-0.018910122529179441 0.017704420020805883 0.012159079111428921 -0.032455571229193528 -0.031642339866927667 0.018882103743493962 0.018171707397893908 -0.032892802042782138 0.026982716154031434 -0.033365173094289102 0.01301100014990029 0.019672474181162775 -0.033153093426293932 -0.032501549478246704 -0.034112849903461272 0.0073113994192473934 -0.03297315314898757 0.00055848385914275154 -0.032409211948682119 0.021722677357421082 -0.032605558289841796 -0.033552826718387191 0.028370251850980577 0.026317377281410023 -0.022457447763478341 0.036125928721592281 0.0068705644265711222 -0.03440308130939769 0.020992129601121862 -0.034655028648545777 0.021842973450042297 leaf_weight=1.3378414865583161 1.8659949949942625 0.25027975067496289 0.18583769071847278 1.0590854203328488 0.22072840481996514 1.8784007788635788 0.81411324115470041 0.24233020283281792 0.8159861012827605 1.9594360752962527 0.53635504283010904 0.76110903173685107 0.30373217677697573 0.40498555125668634 1.6467014709487555 0.22563347686082069 0.93169557442888606 0.28994843643158652 0.86444749217480421 1.3427479476667938 0.40809595724567671 0.69044255651533504 0.38291093707084556 0.85723583959042926 0.14332026243209828 8.797014049254356 1.0952230608090756 2.1424723649397492 0.51690376363694657 1.2982962559908626 leaf_count=80 37 4 11 104 3 34 47 2 56 38 5 40 19 16 33 12 33 20 10 81 22 6 3 34 1 175 42 21 19 16 internal_value=1.34116e-10 -0.00518807 -0.00201212 -0.0232699 0.00168373 0.00554345 -0.00247204 -0.0129151 -0.0222411 0.00907239 0.00178271 -0.00720772 -0.0118338 -0.00494489 0.00111151 0.00328557 0.00134794 -0.00988078 0.00812643 -0.0190203 0.00405165 0.00199286 0.00320512 0.00166419 -0.0138297 0.00426642 -0.0262417 0.0114695 0.00147268 0.0137269 internal_weight=34.2693 8.76404 7.45467 1.30937 6.11683 4.83779 2.95939 1.27904 1.03671 2.14527 25.5053 3.65288 3.11653 2.35542 1.95043 21.8524 17.6691 3.42884 1.1544 2.27444 14.2402 12.3742 11.9661 11.2757 1.62145 9.65425 1.23854 4.18331 2.04083 1.52393 internal_count=1024 379 271 108 191 130 96 61 59 49 645 113 108 68 52 532 464 144 30 114 320 283 261 255 46 209 43 68 47 28 is_linear=0 shrinkage=0.03 Tree=73 num_leaves=31 num_cat=0 split_feature=16 14 15 15 15 17 11 3 3 14 7 3 1 11 11 16 3 14 14 3 6 3 11 11 11 3 16 16 15 16 split_gain=0.339377 0.523676 0.472005 0.411997 0.370654 0.390677 0.365672 0.630069 0.814124 0.635867 0.781251 1.07526 0.475152 0.444035 0.389645 1.07448 0.381699 0.483288 1.39384 0.367593 0.362062 0.498332 0.391949 0.60309 0.439504 0.437334 0.353718 0.345241 0.47894 0.330399 threshold=33.333333388888896 52.904040404040408 41.918079947765683 37.379610326174337 42.280200075999296 25.923643148104102 0.28765439064893567 0.73637639369454055 0.56079672409780368 64.863547758284611 0.52277328750000007 0.49979292638972167 0.88194444444444453 0.40953379342528756 0.60267944014956132 48.448773333333342 0.84576928212696123 54.093035343035346 37.339743589743598 0.46744381648193239 0.99880700509453846 0.2514559456132896 0.095846338505267345 0.28765439064893567 0.49999999802631584 0.013239327145811554 37.179894203888907 57.597402400000014 51.441049470813759 20.871212097410474 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 29 -3 -4 -6 -2 8 9 10 12 -12 13 -8 -15 -16 -9 18 -18 -17 22 -22 -7 -24 -25 -26 -10 28 -11 -1 right_child=6 3 4 -5 5 20 7 16 26 27 11 -13 -14 14 15 19 17 -19 -20 -21 21 -23 23 24 25 -27 -28 -29 -30 -31 leaf_value=-0.0021027324974840348 0.007128860456254168 0.011721221313650543 0.030628547467729021 -0.031570515512723052 -0.03249781534297607 0.01982059878834502 -0.032955848715297421 0.02278941052617357 0.020802568442652086 -0.03338738621232961 -0.032948894508995366 0.022289054126191227 -0.032500318028287234 0.014688110334418405 -0.031894399929273967 0.0085147468235858993 0.015115950943144722 0.015879548161790533 -0.034743203868997284 -0.032493457415974036 0.0055310784092070693 -0.032799168003769162 -0.032791783769128641 0.01378435186835095 0.020605969755092258 -0.031958692284635236 -0.033064088586180485 0.021968711263689572 0.016271208255213384 -0.032380603041974376 leaf_weight=0.60226067062467137 7.8441207488067475 0.24616719502955664 0.36911327205598343 1.00789103587158 0.32184218196198333 1.2532639661803839 0.31972767971456217 1.2349096103571344 0.12193552777171035 0.29152516787871663 1.5856115415226666 0.39646359626203764 0.39280453510582436 1.87286583147943 0.84934894181787957 3.1089732591062789 1.1866486808285124 1.6000530691817401 0.8779819170013069 0.21001872839406122 0.64056693762540795 0.58318732352927327 0.43587491940707002 1.6788387643173339 0.20923431823030103 0.44631035765632987 1.0945623749867079 1.3650342943146823 0.43655148986726999 0.70295849977992475 leaf_count=29 137 4 3 104 21 13 16 16 2 14 90 5 24 47 67 70 20 20 29 13 15 46 21 33 5 34 54 13 8 51 internal_value=5.93851e-11 -0.00517383 -0.00207503 -0.0230725 0.0015153 -0.000414283 0.00177355 -0.000705516 -0.00439498 -0.0017809 -0.00533931 -0.0219 -0.000479127 0.00149827 0.00332173 -0.00178526 0.00836486 0.00350413 -0.0060866 0.00591984 0.00155356 -0.0127354 0.00589956 -0.000398313 0.00565018 -0.0151813 -0.0276648 0.0130705 -0.00361232 -0.0184096 internal_weight=33.2866 8.49751 7.24345 1.25406 5.93823 5.56912 24.7891 16.945 12.0454 10.8289 8.73581 1.98208 6.75374 6.36093 6.04121 4.16834 4.89959 3.66468 2.06463 3.31899 5.24728 1.22375 4.02352 2.77026 2.33438 0.655545 1.2165 2.09311 0.728077 1.30522 internal_count=1024 379 271 108 191 188 645 508 423 367 332 95 237 213 197 150 85 69 49 83 167 61 106 93 72 39 56 35 22 80 is_linear=0 shrinkage=0.03 Tree=74 num_leaves=31 num_cat=0 split_feature=14 19 19 11 9 15 15 19 15 15 11 19 3 10 11 3 17 15 1 11 19 3 10 17 15 6 17 15 11 2 split_gain=0.324429 0.329728 0.491814 0.402561 0.669187 0.613861 1.24777 0.609796 0.618256 0.752593 0.829864 0.636066 0.604551 0.523629 0.496373 0.488033 0.478539 0.476485 0.554081 0.487165 0.453938 0.442203 0.417631 0.695156 0.394765 0.418157 0.388694 0.584516 0.375094 0.373036 threshold=67.592592592592595 34.456932345825514 35.198197531872673 0.2011598542787488 0.93160714667755118 49.881244962671211 51.595536126581578 39.703858782147428 43.762300029104495 48.187726421128595 0.12360104052581206 39.75696863747261 0.021456750914678524 0.9999949408586376 0.5797059441468021 0.50727176031642462 78.38605981861933 62.430615041272382 0.75961538461538469 0.34889712992727279 59.804028863810764 0.16397072810818206 0.99985549643774885 90.107381584354172 75.121240477873911 0.90544724102527985 85.273159092093152 55.898728179029639 0.85534372268025183 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 7 5 12 15 -4 -9 11 21 -10 -5 22 16 -7 -14 29 19 -19 -17 -11 23 26 -23 -26 27 -6 -29 -8 right_child=-2 2 3 4 13 6 17 8 9 10 -12 -13 14 -15 -16 20 -18 18 -20 -21 -22 24 -24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.033283827080285926 -0.031566731256487242 0.023389041264019236 -0.033061028644992239 0.0029531376608977859 -0.032341779710770242 0.029689147828840697 0.00042002033372194933 0.022604975774247641 0.035950375652294989 -0.034313151102423931 -0.032774933213258271 -0.034696182703124169 -0.014343501913442644 -0.0327683576815904 -0.032031376298713443 -0.032037952300248355 0.032870567357549722 -0.033337025796564848 -0.033196935596987963 0.0072534505376079623 0.032751922774256842 0.013734661271997168 0.020087913967100943 -0.017591975208526334 -0.036522512934697993 0.015410865618724321 0.027496593780707179 -0.0083983425199156032 0.021525901234097738 -0.021748363818393179 leaf_weight=0.26118671335279842 0.29039422189816733 0.82733394112438219 0.3601641701534416 1.6759798808489019 0.34305576188489784 1.4407888930290917 0.99292463203892145 1.7729068947955946 0.13629133999347676 0.20023906137794245 0.45074746478348959 0.72401509992778301 3.1008280811365698 0.29501524614170183 1.5378693828824905 0.25511295720934857 0.20604248344898213 0.28820044081658158 0.395246420521289 3.4727195953018963 0.15735629200935364 5.0145699228160083 1.8207460078410802 1.0950643080286679 0.30515044555068005 0.25710261519998312 0.85210802778601635 0.5897404309362172 1.0450508762151001 2.1898582940921187 leaf_count=15 30 10 19 64 21 15 35 24 1 9 26 30 162 17 128 18 1 12 21 76 1 77 21 37 7 6 8 14 12 107 internal_value=8.63567e-13 0.000285896 0.000561599 -4.81183e-05 -0.0022748 -0.00553727 -0.000543078 0.00520486 0.00676021 0.00279705 0.0064303 -0.0235042 -0.0125775 0.00621134 -0.0179502 0.0214521 -0.0114017 -0.00609737 0.000592008 0.00414299 -0.00732073 0.00948923 0.00821274 0.00270407 0.011062 -0.0127748 0.0105577 0.00326 0.0107309 -0.0148325 internal_weight=32.3538 32.0634 31.8022 30.9749 21.7537 15.7129 9.19221 9.22119 8.86102 7.08812 6.22781 0.860306 6.52072 6.04078 4.84474 1.85326 3.30687 7.33895 4.15617 3.76092 0.412469 5.77706 5.74577 3.92502 5.57682 0.562253 2.82996 1.97785 1.63479 3.18278 internal_count=1024 994 979 969 770 640 285 199 180 156 125 31 355 130 291 34 163 251 109 88 19 99 113 92 90 13 55 47 26 142 is_linear=0 shrinkage=0.03 Tree=75 num_leaves=31 num_cat=0 split_feature=14 19 19 11 9 19 15 15 11 19 15 15 3 10 11 3 11 15 11 19 15 3 19 3 19 7 10 17 17 15 split_gain=0.307455 0.310329 0.449499 0.367079 0.641385 0.587577 0.57077 0.708151 0.789934 0.604219 0.561955 1.16047 0.563729 0.492868 0.490386 0.461941 0.452291 0.431519 0.505729 0.479352 0.427902 0.447876 0.427015 0.411865 0.399587 0.463423 0.394556 0.639727 0.361215 0.551066 threshold=67.592592592592595 34.456932345825514 35.198197531872673 0.2011598542787488 0.93160714667755118 39.703858782147428 43.762300029104495 48.187726421128595 0.12360104052581206 39.75696863747261 49.881244962671211 51.595536126581578 0.021456750914678524 0.9999949408586376 0.5797059441468021 0.50727176031642462 0.33898563685099398 62.430615041272382 0.34889712992727279 60.825532092385352 46.513162806328275 0.11329309518403594 59.804028863810764 0.16397072810818206 60.317263436921401 0.55555555500000009 0.99985549643774885 90.107381584354172 85.273159092093152 55.898728179029639 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 10 -4 -7 9 23 -8 12 15 -5 26 16 -12 -14 -13 -19 24 21 -18 -17 -9 25 -20 27 28 29 -6 right_child=-2 2 3 4 13 6 7 8 -10 -11 11 17 14 -15 -16 22 20 18 19 -21 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.033138870660785184 -0.031494845859321177 0.022752344702235534 -0.032994807016151255 0.0028376932545730853 -0.032233612823101811 0.022049409266617723 0.035822894705899805 -0.034132019706346328 -0.032674567400004455 -0.034466192542355924 0.029342778693711949 -0.014381311386680258 -0.033133404831870869 -0.032645823803911497 -0.031941328462264842 -0.031939448469360539 -0.032301619340235302 -0.033156321159243586 0.0062632165551326745 -0.0334446860276175 -0.03183894258641759 0.006204861212485418 0.032624342069924296 0.01080884889832588 0.029226894716998891 -0.034227473119638245 0.019921451901640793 -0.01690727820000398 0.02707422088873147 0.010584109047998346 leaf_weight=0.24809539737180486 0.2765077764634033 0.79929997585714119 0.35112611250952142 1.6458118523005421 0.32586975768208493 1.7212696932256202 0.13078773021697987 0.18993986630812276 0.43482145760208357 0.69477632641792297 1.3776475787162761 3.1051966603845358 0.66170324385166202 0.27930683316662896 1.4679660429246721 0.24413326615467656 0.3205322674475618 0.36634202022105444 2.5369039364159121 0.28699360787868489 0.45090328948572267 1.7899834725540129 0.14813849329948425 5.441053259652108 0.59664192982017983 0.28274917695671309 1.764268524944782 1.0702779060229657 0.82255348470062006 1.5926661621779201 leaf_count=15 30 10 19 64 21 24 1 9 26 30 15 142 36 17 128 18 26 17 63 13 35 66 1 90 5 11 21 37 8 26 internal_value=1.82046e-10 0.000279589 0.000547908 -4.17195e-05 -0.00219918 0.00504558 0.00659643 0.00273672 0.00628455 -0.0233308 -0.00543392 -0.000591737 -0.0122688 0.00624363 -0.0175688 0.0211645 -0.0110228 -0.00595866 0.000467958 0.00379419 -0.00531088 0.000356732 -0.00755742 0.00929294 0.00692252 0.00220289 0.00819176 0.00276213 0.0104422 0.00331138 internal_weight=31.4243 31.1478 30.8997 30.1004 21.1366 8.96377 8.61265 6.89138 6.06581 0.825564 15.2816 8.94475 6.3369 5.85494 4.69109 1.76992 3.22312 7.17483 4.06963 3.70329 2.56142 2.11052 0.392272 5.63099 3.4163 2.81965 5.57564 3.81137 2.74109 1.91854 internal_count=1024 994 979 969 770 199 180 156 125 31 640 285 355 130 291 34 163 251 109 92 127 92 19 99 79 74 113 92 55 47 is_linear=0 shrinkage=0.03 Tree=76 num_leaves=31 num_cat=0 split_feature=16 14 15 15 1 6 1 17 14 11 3 3 14 7 3 1 11 3 14 14 3 16 16 15 11 16 15 16 6 1 split_gain=0.300005 0.476933 0.429554 0.367289 0.3218 0.740219 0.600993 0.425915 0.403411 0.306957 0.552284 0.702391 0.525985 0.721256 0.893004 0.422929 0.383243 0.343686 0.401314 1.23073 0.337971 0.337564 0.318325 0.433421 0.291079 1.01113 0.284212 0.276972 0.504238 0.6229 threshold=33.333333388888896 52.904040404040408 41.918079947765683 37.379610326174337 0.51315789473684226 0.99719640794628928 0.2264957264957265 99.99320619753739 23.571428571428573 0.28765439064893567 0.73637639369454055 0.56079672409780368 64.863547758284611 0.52277328750000007 0.49979292638972167 0.88194444444444453 0.40953379342528756 0.84576928212696123 54.093035343035346 37.339743589743598 0.47295159966673511 37.179894203888907 57.597402400000014 51.441049470813759 0.60267944014956132 48.448773333333342 27.338601098636921 49.046840643518529 0.96453178178032339 0.21825396825396828 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 26 -3 6 -6 8 -8 -4 -2 11 12 13 15 -15 16 -11 -12 19 -19 24 -13 23 -14 -18 -26 -1 -27 29 -29 right_child=9 3 4 -5 5 -7 7 -9 -10 10 17 21 22 14 -16 -17 20 18 -20 -21 -22 -23 -24 -25 25 27 -28 28 -30 -31 leaf_value=0.032666093060822618 0.0068109270212181111 0.011381871929935687 -0.032028629169866964 -0.03146645896966728 0.019204588243117885 -0.033459869605829973 -0.032492619384144668 0.0092769020679255802 0.0087855518130842102 -0.032657645385217933 0.022352076766900632 0.021621488213440333 -0.033137566461476552 -0.032654532814403274 0.020874341578964936 -0.032266058528999171 0.0152150288932149 0.014772264589854615 0.014976107287303839 -0.034352247630459333 -0.032106566073076603 -0.03277959117234612 0.021528933158338343 0.015834540209702559 -0.031729216799728663 0.032929241343003054 -0.022663627276281934 0.014003779514141085 0.015646595358116983 -0.032808659843979696 leaf_weight=0.090490207076075246 7.2980700801126686 0.22421519737690665 0.24226839095354158 0.91395333246327937 1.6317090708762405 0.28165853768587101 0.84972126805223502 0.29632836487144232 2.1718541006557643 0.27937814500182678 1.1465174057520915 0.11465066857635864 0.27478380128741253 1.4171282704919574 0.34970936551690091 0.35151785984635342 1.682461460586637 1.0928440270945432 1.4896775893867014 0.79137174505740393 0.23170757712796319 0.98122176853939891 1.2246544631198046 0.39857474248856306 0.71901711821556125 0.35290393233299289 1.0900883215945212 0.46804482582956575 1.5036807651631532 0.5642018960788846 leaf_count=1 137 4 18 104 31 18 62 4 58 16 16 2 14 90 5 24 43 20 20 29 17 54 13 8 64 2 79 11 27 33 internal_value=4.09607e-11 -0.00507983 -0.00201027 -0.0230255 0.00152969 0.0114521 -0.00380298 -0.0216925 0.00468966 0.0017413 -0.000655896 -0.0043082 -0.00176547 -0.00516482 -0.0220596 -0.000313409 0.00162266 0.00816187 0.00333975 -0.00586006 0.00335702 -0.0270881 0.0124188 -0.00414997 0.00491028 0.000104822 -0.0184227 0.00802817 0.0045629 -0.0115828 internal_weight=30.5244 7.79229 6.65412 1.13817 5.47354 1.91337 3.56017 1.14605 2.41412 22.7321 15.434 10.9136 9.81776 7.91975 1.76684 6.15291 5.8014 4.52041 3.37389 1.88422 5.52202 1.09587 1.89801 0.673359 5.29031 3.60785 1.18058 2.88883 2.53593 1.03225 internal_count=1024 379 271 108 191 49 142 66 76 645 508 423 367 332 95 237 213 85 69 49 197 56 35 22 180 137 80 73 71 44 is_linear=0 shrinkage=0.03 Tree=77 num_leaves=31 num_cat=0 split_feature=14 19 17 19 6 19 11 7 15 15 15 15 19 1 17 17 17 11 7 19 10 10 6 6 14 1 16 14 14 1 split_gain=0.288191 0.281264 0.412758 0.318524 0.571268 0.439472 0.359154 0.480668 0.41713 0.562465 0.448027 0.501903 0.674038 0.374777 0.550042 0.332714 0.54811 0.682161 0.575635 0.516778 0.790311 1.15189 0.623727 0.447021 0.447008 0.376971 0.346645 0.328378 1.08344 0.308914 threshold=67.592592592592595 34.456932345825514 3.6511404627855728 54.843944828764144 0.99997618788042197 53.265269905232039 0.058039049595733465 0.83809523358571403 73.124744826552998 87.046275024160749 72.247640255897025 62.694508768530831 55.503967525423 0.087121212121212169 99.995893107219175 62.355391892788951 48.719291135760791 0.12571081022335107 0.18065267642261776 52.577670392221044 0.97612585019922704 0.9552989067815697 0.99994298970506412 0.99761720997787873 58.055555555555564 0.10263157894736842 29.166666729166671 60.858585858585869 39.871794871794883 0.34523809523809529 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 7 -5 10 -10 11 13 -13 -8 29 16 17 25 -19 20 21 26 -22 -21 -18 -4 -17 28 -20 -15 right_child=-2 2 3 6 -6 -7 8 -9 9 -11 -12 12 -14 14 -16 19 24 18 27 23 22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.03292646444667581 -0.031438490347575322 0.02461348219395907 0.010669807988398118 0.032171223675158067 -0.032074106948753588 -0.021253727947529645 0.026925090913224599 -0.0083644741572382521 -0.034177466947973779 0.028886706075413531 0.030206656479572127 0.034358749656179931 -0.033871050194426162 -0.01832725884399319 -0.033045855814299988 0.010165925944109904 0.0092077003638716126 -0.031799527569024391 0.011245074753991053 -0.031764811422576839 -0.03162927680939169 0.025260272421433937 0.028415248414988565 0.025146834069583693 -0.032684507002722442 -0.03346201485535278 -0.031904525734135748 0.024332872332478449 -0.032079136145143183 0.0066634319805032568 leaf_weight=0.22781083779410138 0.26011861581355233 0.62710074335336941 0.21331081539393693 0.8386795874685038 0.56599992630071838 0.95342508284374972 0.62464368902146272 0.38374000787734985 0.55662062019109804 0.16501893848180771 0.54919638857245523 0.16306683421134938 0.64870517700910568 0.48269996885210265 0.3676375513896345 0.23354776762425833 6.707699591293931 0.43190170172601972 2.0948850433342168 0.15299844276159991 1.6603668872267006 0.93741441518068314 0.17181236762553442 0.66021890565752983 0.23735190089792002 0.9500773036852479 0.71869452972896397 0.63990025129169215 0.69081451394595195 5.7252187137492001 leaf_count=15 30 5 3 8 54 60 6 7 23 2 4 1 29 16 19 9 142 40 43 13 163 14 2 8 16 49 58 12 55 118 internal_value=2.35653e-12 0.000278338 0.000537814 8.54e-06 -0.0024119 -0.00145004 0.00416051 0.0194463 0.00214758 -0.0197564 0.00399391 0.00219711 -0.0201652 0.0047183 0.00260877 -0.000305782 0.00231674 -0.00523468 0.000838042 -0.00722543 -0.0119592 0.00165319 -0.0259986 0.0144395 0.00777601 -0.0253703 -0.0215863 0.00495301 0.000501277 0.00472027 internal_weight=29.6407 29.3806 29.1527 28.5256 18.0204 17.4544 10.5052 1.22242 9.28281 0.72164 8.56117 8.01197 0.811772 7.2002 6.57556 16.501 11.9659 5.02089 3.8575 4.53505 3.72184 1.88966 1.83218 0.813217 6.94505 1.16339 0.952242 3.4256 2.7857 6.20792 internal_count=1024 994 979 974 741 687 233 15 218 25 193 189 30 159 153 627 360 202 150 267 246 81 165 21 158 52 67 110 98 134 is_linear=0 shrinkage=0.03 Tree=78 num_leaves=31 num_cat=0 split_feature=16 14 15 15 1 6 1 19 14 11 15 19 19 1 19 19 19 7 19 1 11 14 15 17 17 17 14 17 15 19 split_gain=0.280967 0.425216 0.396718 0.344524 0.303246 0.668552 0.543295 0.634266 0.362842 0.281799 0.392737 0.361251 0.577644 0.297824 0.595789 0.501367 0.39488 0.991494 0.388533 0.39947 0.315022 0.524276 0.360481 0.357937 0.351307 0.595594 0.703595 0.572456 0.513826 0.429382 threshold=33.333333388888896 52.904040404040408 41.918079947765683 37.379610326174337 0.51315789473684226 0.99719640794628928 0.2264957264957265 55.700820383401258 23.571428571428573 0.97072649462307703 35.871237244241243 60.584702304254542 63.16583432409341 0.8257575757575758 60.401423635208062 60.317263436921401 63.882424053905332 0.90000000225000021 59.070421115753156 0.75961538461538469 0.85534372268025183 33.02469135802469 55.44144825564625 96.56276391061165 5.0449727447399022 44.14030061524155 36.017799175693916 62.355391892788951 51.913768473940287 52.8945715638447 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 -3 6 -6 8 -8 -4 13 -11 -12 -13 14 15 18 17 -15 19 20 24 -22 23 -23 -2 26 -26 28 -27 -30 right_child=9 3 4 -5 5 -7 7 -9 -10 10 11 12 -14 16 -16 -17 -18 -19 -20 -21 21 22 -24 -25 25 27 -28 -29 29 -31 leaf_value=-0.01838061688096471 0.025198988278429781 0.011264434935912209 -0.031904890514675162 -0.031370810537744626 0.018830129890160884 -0.033254685124099022 -0.032898102440639204 0.025222952048669811 0.0083188551613875786 0.019581739707577546 -0.022574998339149978 0.011791902161831463 -0.03348702525475275 0.010890840273348669 -0.03384214759502141 0.032566446903592026 0.030200204902978256 -0.034690409761035303 -0.03386911161206145 -0.03184976317885703 -0.032698818012360582 -0.032606175069002138 0.029978835303928204 0.028371957779125229 0.0021707123987362476 0.018604504046189817 -0.0333748242229484 -0.0076915858958669578 -0.013744735433670217 0.012058814016265585 leaf_weight=1.1094966332893843 0.49474460445344348 0.21406900882720925 0.22385915787890631 0.83962252782657743 1.5402919487096367 0.25910747749730934 0.8637749603949485 0.21008430793881416 2.0514249741099775 0.43568743020296041 1.2746526238042863 0.96307075489312388 0.34420739579945803 3.9661514884792259 0.4334968840703376 0.46301713585853654 0.69967807177454222 0.48165604006499041 0.28472674125805575 0.31325126672163683 0.18387643713503976 0.19260579301044334 1.0492400433868168 0.15746732661500573 1.021002016961573 2.5489253783598542 0.98439173656515766 2.8137531222309917 1.1663916436955335 1.1552596818655727 leaf_count=80 6 4 18 104 31 18 64 2 58 5 73 17 18 86 19 3 6 17 13 27 11 13 9 3 26 33 58 146 38 18 internal_value=-1.45099e-10 -0.00507793 -0.00210932 -0.022709 0.0013971 0.0113301 -0.00393961 -0.0215276 0.00436135 0.00173277 -0.00676487 -0.0112107 -0.000130076 0.00312566 0.000748443 0.0019173 0.0092504 0.00595482 0.000769681 0.00158606 0.00247611 0.0149255 0.0211836 -0.00517744 0.000540828 -0.000718185 -0.0152776 0.00308141 0.00930502 -0.000904823 internal_weight=28.739 7.31173 6.25804 1.05369 5.14854 1.7994 3.34914 1.07386 2.27528 21.4273 3.01762 2.58193 1.30728 18.4096 13.2621 12.8287 5.14749 4.44781 12.3656 12.0809 11.7677 1.58319 1.39931 0.350073 10.1845 9.68972 2.00539 7.68433 4.87058 2.32165 internal_count=1024 379 271 108 191 49 142 66 76 645 113 108 35 532 423 404 109 103 401 388 361 36 25 16 325 319 84 235 89 56 is_linear=0 shrinkage=0.03 Tree=79 num_leaves=31 num_cat=0 split_feature=16 6 3 19 3 19 9 1 19 3 15 17 15 15 19 19 14 10 7 14 10 17 19 10 16 7 10 16 6 10 split_gain=0.263766 0.302631 0.308898 0.643703 0.446822 0.586553 0.43887 0.412173 0.420776 0.349419 0.318733 0.292927 0.283928 0.401653 0.264351 0.487841 0.36556 0.372968 0.638217 0.708114 0.540984 0.477307 0.566553 0.49256 0.701095 0.626896 0.441806 0.485492 0.48565 0.407242 threshold=35.643331541440141 0.99995752904295299 0.1741937691784203 49.80348199105773 0.18191514218725999 42.18398714788669 0.37581169000000009 0.11805555555555559 55.700820383401258 0.19822857849826692 32.495338758123587 31.656033024740449 49.881244962671211 49.966181478571009 41.944529964733803 44.381580150331558 23.571428571428573 0.96238207547169818 0.8964285727500001 30.947430947430949 0.97612585019922704 94.264144955621092 54.900677582907242 0.38626299634628347 38.888888944444453 0.36181818209454558 0.99968934972807588 61.269841119523804 0.99880700509453846 0.99987012035961731 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 -4 12 9 -1 10 -7 -9 -11 -6 -14 -2 -16 -17 18 21 -20 -19 22 23 25 -25 -18 27 -22 -29 -28 right_child=14 -3 3 -5 5 6 -8 8 -10 11 -12 -13 13 -15 15 16 17 20 19 -21 26 -23 -24 24 -26 -27 29 28 -30 -31 leaf_value=0.0065115074408151176 0.011602701001753507 -0.031404448740835339 0.030734030100032211 -0.03183317061072885 -0.032303802443736498 -0.033474564834436338 -0.031924636357770354 0.026260784939547754 0.014906020747760028 -0.033782946359345971 -0.032107487105480177 0.015106071555805369 0.032696386148505951 -0.03184462784975961 -0.032628551211669909 -0.024961474773491484 -0.032959975438222391 0.023624383152258482 0.032070633773714073 -0.033745578166423956 -0.032464121172204354 -0.033213653420055757 0.010308987854495581 0.013853159648911116 -0.032850160961380909 0.012561013063430104 0.020456090856306876 0.023456002826735788 -0.034514634802173198 0.002171837382327034 leaf_weight=0.69534313306212725 2.202517841942611 0.36504985112696875 0.50900478824041773 0.49334543291479338 0.59788911812938739 0.15380381885916072 0.2376991077326237 0.090479984879493602 0.24348509078845371 0.11522780964151058 1.2132589037064461 2.5797740495763719 0.18120869994163513 0.16653230600059032 0.3892161487601723 0.4636404137127127 0.33687094575725707 1.3790023331530372 0.17415896058082558 0.94772351998835802 0.60370685113593914 0.35417530080303539 3.8024213728494942 0.4010084532201289 1.0383100225590167 1.4200457294937221 1.4272360156755892 0.42008385341614485 0.18838866008445621 4.7285708398558199 leaf_count=22 36 50 6 45 45 7 18 2 6 7 120 62 1 13 29 28 27 19 1 44 39 19 73 11 64 41 27 6 7 149 internal_value=-3.25239e-12 -0.00474981 -0.00341269 0.000712522 0.00424826 0.000904772 0.00723814 -0.0126736 -0.0212957 0.0105058 -0.0280567 0.0130158 -0.0197671 0.00178785 0.00179012 0.00059439 0.00132556 0.00203325 -0.00245199 -0.0235284 0.00637887 0.000763814 0.00248328 -0.00682661 -0.0198382 0.00383283 0.00315118 -0.0134035 0.00550776 0.00641108 internal_weight=27.9192 7.6421 7.27705 5.03449 4.54114 4.03213 3.0865 2.24257 1.54722 2.84881 1.30374 2.695 0.94563 0.347741 20.2771 18.0746 17.6853 17.2217 8.47471 1.12188 8.74699 7.35283 6.99866 3.19624 1.43932 1.75692 7.36799 1.21218 0.608473 6.15581 internal_count=1024 404 354 204 159 153 94 150 128 76 122 69 59 14 620 584 555 527 280 45 247 235 216 143 75 68 228 52 13 176 is_linear=0 shrinkage=0.03 Tree=80 num_leaves=31 num_cat=0 split_feature=14 1 1 10 7 14 17 14 15 17 17 17 15 15 17 17 2 17 15 15 6 15 10 17 14 3 3 10 1 1 split_gain=0.256306 0.25189 0.686206 0.431218 0.322227 0.65875 0.495798 0.317162 0.293389 0.711809 0.540363 0.401873 0.430563 0.453726 0.521576 0.443122 0.371474 0.934694 0.665996 0.663895 0.632645 0.525257 0.49269 0.622338 0.446782 0.428477 0.471593 0.470741 0.333125 0.382335 threshold=67.592592592592595 0.8257575757575758 0.75961538461538469 0.35654120693873126 0.25000000187500004 45.993589743589745 49.989260835253894 49.005847953216382 43.089885869811418 60.705257403866185 49.999449692238279 3.6511404627855728 43.89540657800692 46.420188995357954 25.923643148104102 28.407401921511511 1.0000000180025095e-35 44.503010927827496 61.03235434090373 61.821807432354881 0.16990463739753811 87.046275024160749 0.99987012035961731 99.999377634900469 51.683501683501689 0.49979292638972167 0.50727176031642462 0.98425434299674475 0.12916666666666668 0.54195804195804198 decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 -7 -6 9 10 -1 -10 -13 15 -15 -14 18 -18 -16 24 -20 -22 -21 -24 25 -19 -27 28 -28 -30 right_child=-2 3 -4 4 7 6 -8 -9 11 -11 -12 12 13 14 16 -17 17 19 20 22 21 -23 23 -25 -26 26 27 -29 29 -31 leaf_value=-0.013361654835601349 -0.031318858138768162 -0.015781838072960349 -0.032302861320754245 0.024160777398378415 -0.015717339494802807 0.015254033506678191 -0.032436254357970887 0.014161290945200767 0.030176780039053164 -0.023870766122635941 0.016665883369984508 0.020356013932816251 0.0059843422509641428 -0.03244603019499203 0.01628765948215135 -0.032959608153634627 -0.033451444780343766 -0.022297347261441045 0.03360675197843347 0.013468726637934669 -0.033276408396738857 0.0315559908907612 -0.034114686438948716 0.02000557901555761 -0.032765357492258375 0.03003158626402018 0.026029186231101824 -0.023445340089193873 -0.033373082231931292 0.027918830311965372 leaf_weight=0.99317568354310015 0.23315176228061218 0.77553446311503549 0.62713952222838898 0.48419477790594079 0.34597234101966012 0.27505571534857154 0.68429779238067567 4.2177190168295056 0.42380283260717888 1.5095187146216629 1.1804491304792462 0.92932259105145831 0.4118386567570258 0.41045771655626495 3.1081101135350755 0.72740159742534161 0.75805948651395549 0.80091207125224251 0.22458408027887322 3.7488882143516093 0.71212719939649105 0.13356220722198486 0.47885613609105337 0.31836152635514736 0.57297018007375289 0.46799673885107074 0.50371554400771834 0.66425256174989045 0.24875038303434849 0.14498397242277861 leaf_count=51 30 41 49 7 16 8 57 78 5 130 26 14 13 27 72 54 46 54 2 76 38 1 22 4 38 4 7 41 11 2 internal_value=1.23907e-10 0.000271633 -0.00141534 0.00527062 0.00798849 -0.00436551 -0.018763 0.0118962 -0.000420548 -0.00804492 0.00294566 0.00135802 0.000563135 -0.000711053 0.000845754 -0.0188813 0.00190619 -0.00162219 0.00925933 0.00141295 -0.0111512 -0.0230372 0.00891438 -0.0125023 -0.00860658 -0.00371638 0.0036156 -0.0043005 0.00986966 -0.0108037 internal_weight=27.1152 26.882 20.0992 6.78277 6.00724 1.44355 0.959354 4.56369 19.4721 3.68314 2.17362 15.789 15.3652 14.4358 13.2966 1.13924 12.8861 8.70775 4.17838 7.94969 1.07027 0.845689 4.54611 0.797218 3.40358 2.83061 2.0297 1.5617 0.89745 0.393734 internal_count=1024 994 787 207 166 72 65 94 738 207 77 531 526 512 445 67 418 305 113 259 41 39 102 26 157 119 65 61 20 13 is_linear=0 shrinkage=0.03 Tree=81 num_leaves=31 num_cat=0 split_feature=11 9 1 10 7 14 19 3 7 7 7 16 14 11 19 3 11 15 3 3 11 14 19 15 7 15 7 16 15 14 split_gain=0.247299 0.59354 0.504888 0.392892 0.383725 0.382949 0.335718 0.514086 0.329947 0.569377 0.416525 0.397004 0.358736 0.345412 0.341075 0.301982 0.29237 0.419531 0.458104 0.413915 0.422676 0.34836 0.580444 0.270002 0.261984 0.429834 0.410223 0.531816 0.449477 0.433724 threshold=0.41363211386884169 0.93160714667755118 1.0000000180025095e-35 0.9999949408586376 0.18898809953125004 20.601851851851858 42.542167774788609 0.0028881696736229143 0.46966911707031261 0.86755556312175819 0.452272723875 39.834943466250685 20.972222222222225 0.81308231302330214 55.90404564327347 0.55864843220863347 0.9347840739207719 44.171470566912113 0.83361461283055316 0.34314317800296129 0.83745046729689798 62.06349206349207 50.738900048420284 27.338601098636921 0.49999999625000008 75.121240477873911 0.21428570946428574 33.333333388888896 53.895080544470041 64.863547758284611 decision_type=2 2 2 2 2 2 2 2 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 6 16 23 -1 -2 -8 10 12 11 -6 -10 14 -11 -13 19 -18 -19 -3 21 22 -21 -4 26 -26 27 28 -7 -28 right_child=1 3 4 -5 8 24 7 -9 9 13 -12 15 -14 -15 -16 -17 17 18 -20 20 -22 -23 -24 -25 25 -27 29 -29 -30 -31 leaf_value=-0.032581497768357691 0.023943118535172996 -0.032366405775278335 0.032158681323469301 -0.032411503463590036 0.012311548632531961 -0.020019209176468131 0.024892635645621913 -0.022902984061690369 0.020586771583743713 -0.032188099845733946 0.027514985390213353 -0.031898024816675474 -0.02488144755827176 -0.032426444573172931 0.018091493106136839 0.0006966049940052713 0.013538141803480737 -0.032786275949644089 0.0055833124875251383 0.025285361778257496 0.027912384909781755 0.02390185593828973 -0.034055648434697459 -0.026592310385774889 0.0087493405139082801 -0.021406583981942819 -0.021523623151502851 0.029386665365322539 0.0086122437538846686 0.021576634319899559 leaf_weight=0.26555841974914329 0.6799088791012744 0.16177043085917775 0.073865965008735546 0.23372173216193903 0.72591109247878227 0.79999093641526897 0.33135765604674816 0.5209659906104207 0.16848342074081379 0.14128218614496268 0.45590292429551471 0.54753722460009135 2.1371634514071047 0.19690964091569174 0.86393413972109556 0.48015358811244369 0.96721319900825653 0.55520607857033588 0.56507129967212677 0.24006780143827222 1.408338690176606 0.42015094496309757 0.38831369485706091 1.5008445114362983 7.5144060703460127 0.45092810690402974 1.2931484375149009 0.61483003851026286 1.2879277952015398 0.25090550328604866 leaf_count=16 9 11 1 17 20 68 5 29 5 13 7 49 140 13 14 15 18 36 11 4 14 6 15 173 172 16 70 9 41 7 internal_value=-6.41483e-11 -0.00277287 -0.00743401 0.00555346 -0.0107234 0.00305874 0.00822057 -0.00432149 -0.00711171 -0.0128315 0.00196894 -0.00467255 -0.0215589 0.00390739 0.0110247 -0.0166693 0.00743893 -0.000936005 -0.0134325 0.0141151 0.0171757 0.00275463 -0.0113849 -0.0238364 0.00383375 0.00704217 -0.00218399 0.00486341 -0.00235796 -0.0145199 internal_weight=26.2418 13.7641 8.82422 4.93985 7.29199 12.4777 1.53223 0.852324 5.71728 3.50777 2.2095 1.7536 2.30565 1.20213 1.00522 1.02769 4.70613 2.08749 1.12028 2.61864 2.45687 1.04853 0.628381 1.57471 12.2121 7.96533 4.2468 2.70275 2.08792 1.54405 internal_count=1024 625 493 132 450 399 43 34 276 185 91 84 145 40 27 64 115 65 47 50 39 25 19 174 383 188 195 118 109 77 is_linear=0 shrinkage=0.03 Tree=82 num_leaves=31 num_cat=0 split_feature=19 19 11 19 15 15 11 19 11 16 11 7 10 19 3 10 11 3 3 14 17 19 7 7 3 15 6 6 1 7 split_gain=0.240814 0.364468 0.285649 0.438375 0.451632 0.58564 0.612346 0.496426 0.422417 0.323856 0.472869 0.3971 0.42559 0.665319 0.686851 0.501946 0.380189 0.503723 0.471746 0.371056 0.452992 0.512941 0.370927 0.483928 0.485773 0.348407 0.333917 0.4793 0.405288 0.318454 threshold=34.456932345825514 35.198197531872673 0.2011598542787488 39.703858782147428 43.762300029104495 48.187726421128595 0.12360104052581206 39.75696863747261 0.23096553144836274 61.681547104910742 0.93825642195680536 0.74074074166666681 0.97612585019922704 52.577670392221044 0.56079672409780368 0.96350340497825504 0.49999999802631584 0.75603007065444527 0.16992978980892989 37.339743589743598 52.102753425102598 46.467503095184107 0.47510147958635363 0.452272723875 0.11689353410358329 70.100727060218972 0.99986940936477675 0.99639858162451467 0.13809523809523813 0.6666666583333335 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 -3 -5 7 -7 -6 -4 11 29 12 15 -14 26 16 19 18 22 -10 21 -21 23 24 -18 -20 27 -15 -28 -11 right_child=1 2 8 4 5 6 -8 -9 9 10 -12 -13 13 14 -16 -17 17 -19 25 20 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.032632188180914123 0.022511353628429709 -0.032494223500162067 -0.032715602708683705 0.02100918008754173 0.035208118984429937 0.0086368630171422111 -0.032267229530826794 -0.033866543486829576 0.018499172787573924 0.023978027486446334 -0.013521801406265632 -0.032410445524592435 -0.026031703898470877 -0.031692354005447024 -0.0323615322754272 0.024060441246573149 -0.024368242624851478 0.01638315277909257 -0.031893845830184675 -0.031881410108174787 -0.033004651520059859 0.015397443627955809 -0.032090902571423031 0.032227503321806947 0.017133716261170533 0.0088717722674017622 0.021810218121002721 0.019079493148042422 -0.033009870763108427 0.004347644056592409 leaf_weight=0.20192040316760795 0.64562508882954972 0.27701688138768332 0.40558043215424078 1.438704806845635 0.11078747361898411 4.7512709300499409 0.35392246535047878 0.60498042451217771 1.3044245005585255 1.0543652661144727 0.966075506992638 0.43551791831851083 1.6082879621535537 0.19020644947886545 0.52293306565843511 0.76699983421713103 0.59399663866497643 0.64520870149135578 1.202255507931113 0.2615084866993127 0.35404325765557576 0.9823005311191082 0.30835934821516264 0.3994714394211768 0.4432284333743155 0.22381309373304237 0.18407131172716606 1.3920745304785667 0.35634140460751951 2.5247144431341439 leaf_count=15 10 19 25 25 1 107 26 32 23 18 38 31 179 18 37 15 52 12 99 23 22 23 25 3 11 8 2 30 28 67 internal_value=1.27596e-10 0.000260356 -0.000322141 0.00454478 0.00595813 0.00223812 0.00580115 -0.0231751 -0.00246397 -0.00173016 0.00510325 -0.00428119 -0.00323763 -0.0108149 -0.0015645 0.00106835 -0.00155644 -0.00777984 -0.0126961 0.00662699 -0.003065 0.00545715 -0.00223607 0.0041717 -0.00663357 -0.0254959 0.00602246 0.0129762 -0.0143375 0.0101306 internal_weight=25.51 25.3081 24.6625 7.53668 7.25967 5.82096 5.10519 0.715768 17.1258 16.7202 4.54516 12.175 11.7395 4.25391 2.64563 7.48561 6.71861 3.81633 3.17112 2.90228 1.59785 1.24381 1.74506 1.4367 1.03723 1.42607 2.12269 1.58228 0.540413 3.57908 internal_count=1024 1009 999 210 191 166 133 33 789 764 123 641 610 294 115 316 301 210 198 91 68 46 91 66 63 107 78 48 30 85 is_linear=0 shrinkage=0.03 Tree=83 num_leaves=31 num_cat=0 split_feature=14 19 17 1 1 10 7 14 17 14 17 14 17 15 14 17 11 14 1 17 1 17 7 1 11 19 19 10 15 15 split_gain=0.229877 0.229562 0.331095 0.241553 0.596435 0.438004 0.307185 0.572312 0.426107 0.273657 0.238804 0.911505 0.428141 0.59103 0.376357 0.326811 0.347054 0.298683 0.293504 0.382392 0.567139 0.547004 0.375066 0.337951 0.624884 0.336946 0.656801 0.529977 0.260146 0.293028 threshold=67.592592592592595 34.456932345825514 3.6511404627855728 0.8257575757575758 0.75961538461538469 0.35654120693873126 0.25000000187500004 45.993589743589745 49.989260835253894 49.005847953216382 42.504914136602203 37.339743589743598 62.355391892788951 43.089885869811418 23.571428571428573 35.091731700726733 0.15767089996659242 57.359307359307373 0.68990384615384626 54.112207364577678 0.55050505050505061 52.102753425102598 0.62361111249382728 0.11805555555555559 0.10478523555994486 43.524576723190414 45.511400210444101 0.99988432448669451 43.89540657800692 46.420188995357954 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 10 -5 7 -7 -9 -8 11 15 18 -14 -15 16 -4 28 19 20 21 25 23 -21 -25 -12 -27 -28 -16 -30 right_child=-2 2 3 5 -6 6 9 8 -10 -11 12 -13 13 14 17 -17 -18 -19 -20 22 -22 -23 -24 24 -26 26 27 -29 29 -31 leaf_value=-0.032512216076285447 -0.03122247769105331 0.024064565983166954 -0.033969694378719828 -0.020193839092357609 -0.032097210205111353 0.023067185696511214 -0.01497520138389815 0.014168916849559857 -0.032238600125093157 0.013931001980566213 0.020958816022535878 -0.032241849410758715 -0.022808051979982553 -0.032159990907635626 0.022398726289839199 -0.032481108636025886 0.014895776163809014 -0.032750482940188931 0.020191987151014952 0.017984247662590869 -0.03387610575538514 -0.034168931130845466 0.027999784402956595 0.032462765432598455 -0.032174427605029483 -0.033954734631160936 0.015841486777805096 -0.033131175429182265 -0.031710946614661645 0.0020615877528233754 leaf_weight=0.1907740361057283 0.21042053168639441 0.52615195512771862 0.14613225683570918 0.55586106888949771 0.56470699887722631 0.43771845148876287 0.31911962153390039 0.24935100879520178 0.62288088724017143 3.8612845377065241 0.93357256054878179 0.96369162248447526 1.2789038401097057 0.31999666290357698 0.53853296441957343 0.18684092722833145 1.2474220017902551 0.22420052951201785 1.114243193529546 0.65775680867955111 0.45521638169884671 0.33854594361037005 0.9122593868523835 0.19284991919994354 0.44573191716335714 0.42460414487868536 1.283310556784272 0.23535440210252989 0.24236543430015434 5.0279008389916271 leaf_count=15 30 5 5 39 49 7 16 8 57 78 16 87 124 30 8 10 26 15 18 14 24 16 10 1 34 19 26 11 24 202 internal_value=-2.52453e-10 0.000268187 0.00052547 4.65562e-06 -0.00176079 0.00518289 0.00775211 -0.00492449 -0.0189718 0.0117244 -0.000763021 -0.00924605 0.000712606 -0.00420089 -0.000455138 0.00477631 0.0097716 0.00122652 0.00607467 0.00339912 -0.00253568 0.00190132 0.0132625 0.00289163 -0.0126542 0.00614606 -0.000970191 0.00825197 0.00253792 0.000508479 internal_weight=24.7077 24.4973 24.3065 23.7804 17.7341 6.04622 5.49035 1.30995 0.872232 4.1804 17.1694 2.54409 14.6253 7.6319 6.353 1.5804 1.39355 6.033 6.99345 5.8792 3.6706 3.21539 2.2086 1.29634 0.638582 2.87684 1.94327 1.51866 5.8088 5.27027 internal_count=1024 994 979 974 769 205 166 72 65 94 720 128 592 403 279 41 31 249 189 171 112 88 59 49 35 72 56 37 234 226 is_linear=0 shrinkage=0.03 Tree=84 num_leaves=31 num_cat=0 split_feature=14 11 9 1 10 7 14 10 17 7 7 7 16 11 11 14 11 15 14 14 3 7 17 15 11 3 10 6 17 3 split_gain=0.219842 0.209707 0.515893 0.411107 0.35468 0.345463 0.341032 0.290981 0.462138 0.271585 0.487805 0.342135 0.377117 0.374522 0.307483 0.293875 0.272169 0.341012 0.265403 0.375579 0.256759 0.311333 0.254845 0.394397 0.251541 0.248979 0.432733 0.386406 0.329982 0.235519 threshold=67.592592592592595 0.41363211386884169 0.93160714667755118 1.0000000180025095e-35 0.9999949408586376 0.18898809953125004 20.601851851851858 0.99985549643774885 90.107381584354172 0.46966911707031261 0.86755556312175819 0.452272723875 39.834943466250685 0.52656173259658834 0.81308231302330214 20.972222222222225 0.59563704038758469 87.046275024160749 36.017799175693916 33.02469135802469 0.55864843220863347 0.38529014942982459 85.273159092093152 55.898728179029639 0.85534372268025183 0.10880302876976193 0.9999949408586376 0.47578412449695873 27.975693397844299 0.27900820232322138 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 6 3 29 7 -5 -1 8 22 11 15 12 13 -7 16 -11 17 -12 19 -10 -14 -22 23 -4 -25 26 27 28 -8 -3 right_child=-2 2 4 5 -6 9 25 -9 18 10 14 -13 20 -15 -16 -17 -18 -19 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.032345965723201246 -0.031172415029963721 0.014181211964844287 -0.031764998308745115 -0.02345353377875627 -0.032274322323960207 -0.03342613521576767 -0.031709604797054446 0.019013082945950395 -0.032272290352383319 0.019768041337079271 -0.032464975697763743 0.026891882030994525 -0.031704498976183604 0.023850360389688914 -0.032243118634294375 -0.02414501807700704 0.022906315224919521 0.031316113258261495 -0.033521035969983799 0.025223811139808202 0.018210280125980152 -0.034556571735228539 0.026103839591103472 -0.0080349301611732492 0.020276592621551837 0.0055965669111674287 0.023831859622929021 -0.032298122533852155 0.026150007672930558 -0.016210360591286332 leaf_weight=0.23777207452804461 0.20190066285431285 1.093162789940832 0.24446978233754713 1.392620255006477 0.21101754065603007 0.12676414661109425 0.13680272549390682 1.361889205407351 0.18041778588667501 0.14802965009585101 0.22244619182310976 0.3990472275763749 0.48264319938607514 0.54228829126805067 0.17847266281023622 1.8673949283547697 0.59650677628815174 0.11416443437337875 0.41820820746943355 0.23600603360682726 0.29006250528618693 0.15409634821116924 0.60914677195250977 0.44383333623409249 0.77670773584395647 9.8361408000346255 0.29175220523029555 0.62253676052205265 0.25235634855926037 0.29046709509566415 leaf_count=16 30 29 21 170 17 8 13 21 13 5 18 7 49 11 13 132 8 1 20 4 7 8 8 14 12 294 7 50 4 14 internal_value=1.03203e-10 0.000264919 -0.00243713 -0.00705032 0.00569277 -0.0102046 0.00320505 0.00756875 0.00221054 -0.00660232 -0.01212 0.00204661 -0.00416601 0.0129983 0.00383481 -0.0209197 0.0107352 -0.0108331 -0.01664 0.000313326 -0.0165568 -9.66367e-05 0.00979593 0.00301515 0.00998149 0.00396388 -0.00835677 -0.0176393 0.00581037 0.00780107 internal_weight=23.9591 23.7572 12.3799 7.89817 4.4817 6.51454 11.3774 4.27068 2.90879 5.12192 3.12701 1.9949 1.59585 0.669052 1.11159 2.01542 0.933117 0.336611 0.834632 0.416424 0.926802 0.444159 2.07416 1.46501 1.22054 11.1396 1.30345 1.0117 0.389159 1.38363 internal_count=1024 994 610 480 130 437 384 113 92 267 177 90 83 19 40 137 27 19 37 17 64 15 55 47 26 368 74 67 17 43 is_linear=0 shrinkage=0.03 Tree=85 num_leaves=31 num_cat=0 split_feature=14 11 9 1 10 14 7 19 17 11 6 19 7 7 7 16 19 19 14 6 11 14 19 15 7 7 15 7 16 15 split_gain=0.210216 0.198996 0.485824 0.382315 0.333786 0.327243 0.324953 0.282951 0.428507 0.273073 0.327344 0.347863 0.254867 0.451132 0.3194 0.354771 0.298822 0.368557 0.269446 0.243117 0.241122 0.40642 0.43621 0.239709 0.238857 0.229291 0.364562 0.34171 0.437064 0.394354 threshold=67.592592592592595 0.41363211386884169 0.93160714667755118 1.0000000180025095e-35 0.9999949408586376 20.601851851851858 0.18898809953125004 42.542167774788609 87.889994442627241 0.9347840739207719 0.48419103823666437 63.16583432409341 0.46966911707031261 0.86755556312175819 0.452272723875 39.834943466250685 60.453705795652432 55.90404564327347 20.972222222222225 0.9983615571453025 0.83745046729689798 62.06349206349207 50.738900048420284 27.338601098636921 0.35634920100000006 0.49999999625000008 75.121240477873911 0.21428570946428574 33.333333388888896 53.895080544470041 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 7 9 -1 23 -3 -9 20 -11 19 14 18 15 -8 17 -15 -14 -12 21 22 -4 -5 -22 27 -27 28 29 -7 right_child=-2 2 4 6 -6 25 12 8 -10 10 11 -13 13 16 -16 -17 -18 -19 -20 -21 24 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.032248868449008906 -0.031128945052867705 0.022952723081671098 0.019513538026568036 0.032060253324035351 -0.032172311395663566 -0.019779560449380708 0.012843164287557078 -0.032324267812113339 0.013631967814659935 -0.032957195176537946 0.015324147085846703 -0.033518658525620838 0.019064311838406386 -0.031946036425148122 0.026538464149073297 -0.016384042151731414 -0.032905871278084767 0.019216391213956439 -0.023709726067826561 -0.015322760145460428 -0.0039683967725648722 0.028410680914568578 -0.033553226841548336 -0.026001232722247924 0.028647518088022097 0.0086772909028951725 -0.020616775640425786 -0.014026253397201045 0.028853519165327669 0.0087380140823343916 leaf_weight=0.23030676413328066 0.19362583104520936 0.59555119276046553 0.23042707238346372 0.067345328629016765 0.20093153417110432 0.70405368180945416 0.64525615191087105 0.30318366410210729 0.45914027467370033 0.25067785126157094 1.1343015120364723 0.19677256420254696 0.14306258223950896 0.1525459769181905 0.38302058400586236 0.88841368979774415 0.16910890676081181 0.74849549541249871 1.8023316052276639 0.2931728116236626 0.24816351430490602 0.34696545265614986 0.35294070653617382 1.2866041668457908 1.0881951376795767 6.7805439683143049 0.40519296191632737 1.3753095113206653 0.52736638532951463 1.1480684783309696 leaf_count=16 30 9 7 1 17 66 19 22 12 17 27 9 5 15 7 64 10 15 132 12 9 4 16 169 12 164 15 77 9 37 internal_value=-1.09929e-10 0.000260278 -0.0024244 -0.00697662 0.00558873 0.00314101 -0.0100948 0.00745895 -0.00464528 0.00742071 -0.00104922 0.00387529 -0.00652115 -0.011958 0.00203272 -0.00408737 0.00368683 0.0105546 -0.0205642 0.00902993 0.0144267 0.00269976 -0.0125921 -0.0231133 0.0225907 0.003886 0.00702544 -0.00212211 0.00475831 -0.00210247 internal_weight=23.3511 23.1574 11.9866 7.64406 4.34255 11.1708 6.28618 1.35788 0.762324 4.14162 1.87492 1.62425 4.93223 3.01554 1.91669 1.53367 1.07015 0.901041 1.94539 1.42747 2.26669 0.930333 0.583368 1.35395 1.33636 10.9405 7.18574 3.7548 2.37949 1.85212 internal_count=1024 994 610 480 130 384 437 43 34 113 65 48 267 177 90 83 40 30 137 39 48 27 23 170 21 368 179 189 112 103 is_linear=0 shrinkage=0.03 Tree=86 num_leaves=31 num_cat=0 split_feature=14 19 17 19 19 11 7 19 15 15 14 10 7 14 10 14 10 15 1 14 10 10 11 11 3 3 16 3 7 17 split_gain=0.201578 0.205267 0.298623 0.209824 0.345483 0.283272 0.421727 0.355977 0.268156 0.361607 0.251304 0.378567 0.366204 0.325306 0.316065 0.349079 0.355039 0.23164 0.221726 0.433718 0.414664 0.385693 0.650406 0.703172 0.490396 0.318204 0.259542 0.311689 0.232826 0.300941 threshold=67.592592592592595 34.456932345825514 3.6511404627855728 54.843944828764144 53.265269905232039 0.25401201455788713 0.85714286928571448 56.50880708927783 36.350462776174844 42.792725961009403 35.750035750035757 0.99968934972807588 0.90000000225000021 47.527472527472533 0.99987012035961731 61.257309941520482 0.99998731928945495 50.406786901391165 0.55050505050505061 41.885964912280706 0.99991564351682449 0.99994169540161015 0.082012485844444274 0.36103448144347211 0.75603007065444527 0.11329309518403594 35.643331541440141 0.6563792242595583 0.1818181733884297 52.102753425102598 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 6 -5 -8 -7 -10 -11 12 13 -12 -13 16 -16 -15 19 20 -4 22 -20 25 -25 -24 27 -23 29 -21 right_child=-2 2 3 5 -6 8 7 -9 9 10 11 14 -14 17 15 -17 -18 -19 21 28 -22 26 23 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.032304470149131938 -0.031093670374441145 0.023608125317328626 0.0011598103827677308 0.02691886913883474 -0.021153331361194346 0.031988402735458964 0.016342278698461474 -0.035529221717196698 -0.032890488300290427 0.016189720476441419 -0.032650574587379071 0.023652333476065941 -0.03339445936792354 -0.032898794904653007 -0.033707211336775206 0.018860941305555157 0.003716508786616112 0.0034137696635401105 -0.03325688549384128 0.01690783450017232 -0.024414072076455365 -0.031263649947668976 -0.031386088578237985 -0.026675940014210198 0.016858135571765832 0.016612591382716091 0.025636279317878489 0.02364590265664385 -0.031975445306912542 -0.031020901720783929 leaf_weight=0.17291251849383726 0.18611174996476521 0.49257592111826198 5.9822051185183227 0.99079456180333891 0.81905986019410271 0.24481958150863636 0.2607503067702055 0.21914220787584782 0.2873769849538802 0.89889559429138888 0.30526481894776303 0.77632209681905839 0.44156972272321571 0.17204881180077825 0.37408978305757024 0.56396830268204212 0.58483544830232859 1.9506575413979588 0.4937594388611618 0.26019483758136608 0.63078568759374309 0.18601241917349376 0.13231905084103424 0.86746434471569933 0.3183409315533936 2.052408576477319 0.97826624847948551 0.18614660436287522 0.70429784245789051 0.21560426778160036 leaf_count=15 30 5 245 13 69 2 4 6 20 17 17 11 22 9 17 11 24 60 31 13 52 25 16 109 9 53 15 4 67 33 internal_value=1.62733e-11 0.000256479 0.000507939 -1.16931e-05 -0.00225527 0.00383213 0.0157385 -0.00734477 0.00117896 -7.93592e-06 0.00154945 -0.000996629 -0.00826409 -0.00369369 0.00807355 0.000131983 -0.010883 0.000470577 -0.00106532 -0.00426929 -0.00127958 0.00372282 -0.00110029 0.00361042 -0.0149888 0.0137055 0.0175243 -0.00379897 -0.021023 -0.00481066 internal_weight=22.749 22.5629 22.39 21.8974 13.8269 8.07054 1.47069 0.479893 6.59985 6.35503 6.06765 5.16876 2.86954 2.42797 2.29922 1.52289 0.958925 2.12271 13.0078 7.79309 6.61299 5.21472 3.86429 3.37053 1.18581 2.18473 1.35043 0.372159 1.1801 0.475799 internal_count=1024 994 979 974 741 233 23 10 210 208 188 171 108 86 63 52 41 69 672 410 297 262 218 187 118 69 44 29 113 46 is_linear=0 shrinkage=0.03 Tree=87 num_leaves=31 num_cat=0 split_feature=14 1 1 10 7 14 17 14 15 9 7 17 17 11 15 1 17 14 2 17 15 10 10 10 3 10 19 19 10 10 split_gain=0.192233 0.17647 0.533433 0.308428 0.273189 0.490761 0.355402 0.225333 0.219286 0.212436 0.568135 0.29493 0.544213 0.209385 0.207546 0.467159 0.295113 0.319718 0.347154 0.651831 0.55942 0.440131 0.418544 0.44525 0.349202 0.334674 0.332924 0.772174 0.381886 0.303748 threshold=67.592592592592595 0.8257575757575758 0.75961538461538469 0.35654120693873126 0.25000000187500004 45.993589743589745 49.989260835253894 49.005847953216382 42.918667989097024 0.97368421000000016 0.98850573344827619 55.018963634816672 78.38605981861933 0.34305841776474361 40.556266867261066 0.25657894736842113 3.6511404627855728 22.474747474747478 0.41641641641641647 44.503010927827496 44.531201388720469 0.99989183949596561 0.99998602282094473 0.9999949408586376 0.22120634098646441 0.47560602543288766 48.195990100219682 55.700820383401258 0.19670495108475164 0.99976530832476895 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 14 13 5 -5 -7 8 -6 10 11 -9 -13 -3 15 -1 -16 25 26 20 -20 29 -23 -24 -25 -18 -19 28 -28 -21 right_child=-2 3 -4 4 7 6 -8 9 -10 -11 -12 12 -14 -15 16 -17 17 18 19 21 -22 22 23 24 -26 -27 27 -29 -30 -31 leaf_value=0.0039780190082372019 -0.031053860458971499 0.0021827664890954443 -0.031851499575617899 0.02229109387207159 0.023192351440743345 0.013090539215029303 -0.032011113165457968 0.02184222847807123 -0.032624260461316189 0.026083131690451872 -0.034540071699931132 -0.032684955362256816 0.017452335049112134 -0.032211325526380612 0.027590734131954019 -0.02500577254859479 0.0071863661348224202 0.015227120477109529 0.015957002757041185 0.0021292792921711111 -0.032739479285986396 -0.032488198085336081 0.029868883965832697 0.015737206446816671 -0.023648840853604764 -0.032704556144375702 0.023084941197408636 0.018963007236795202 -0.0322397529847527 0.019878623206446924 leaf_weight=1.0883551710285329 0.177963359747081 0.32365373941138287 0.49904627026990134 0.38648960972204782 0.094586864579469299 0.22009570244699717 0.5506586495321244 1.4644426596350979 0.1917996765114367 0.89496377203613509 0.24296761490404595 0.30230331420898426 0.54814222361892462 0.31370845530182123 0.36447366653010149 0.92659614712465543 0.29978578281588752 2.5576027783099535 0.27156298875343032 4.4102004487067461 0.97319054394029081 0.5774088327307253 0.30564612988382556 0.29071310139261186 0.66841566096991301 0.51352456118911505 0.13498783297836758 0.78093935735523701 0.66778493346646428 1.080301073612645 leaf_count=44 30 9 49 7 3 8 57 27 13 11 9 18 13 32 6 98 10 66 12 169 77 46 4 9 52 43 2 14 57 29 internal_value=1.29454e-10 0.000251839 -0.0013104 0.00488465 0.00743993 -0.00529772 -0.0191319 0.0113821 -0.0141893 0.0135031 0.00910144 0.013682 -0.000369699 -0.0147459 -0.000352507 -0.00935048 0.000952168 0.000234683 0.00140076 -0.00204314 -0.0221156 0.00136424 -0.0113246 -0.00166269 -0.0117109 -0.0180008 0.00853373 -0.00227571 -0.0229368 0.00562161 internal_weight=22.1223 21.9443 16.4105 5.53381 4.89645 1.15724 0.770754 3.73921 0.286387 3.45282 2.55786 2.31489 0.850446 0.637362 15.9115 2.01495 13.8965 13.5321 12.7188 8.57744 1.24475 7.33269 1.84218 1.26477 0.959129 0.81331 4.14131 1.58371 0.802773 5.4905 internal_count=1024 994 787 207 166 72 65 94 16 78 67 58 31 41 738 142 596 590 537 398 89 309 111 65 61 53 139 73 59 198 is_linear=0 shrinkage=0.03 Tree=88 num_leaves=31 num_cat=0 split_feature=19 19 11 9 19 15 15 11 19 15 15 15 15 9 3 3 1 15 3 1 3 19 15 19 11 15 1 1 15 2 split_gain=0.185504 0.276261 0.211841 0.348394 0.346037 0.382259 0.47242 0.489008 0.405931 0.287659 0.753226 0.3718 0.353632 0.613658 0.373784 0.297883 0.28649 0.416335 0.441126 0.334498 0.266996 0.257676 0.255747 0.33448 0.251938 0.403238 0.350236 0.246938 0.257917 0.462044 threshold=34.456932345825514 35.198197531872673 0.2011598542787488 0.93160714667755118 39.703858782147428 43.762300029104495 48.187726421128595 0.12360104052581206 39.75696863747261 49.881244962671211 51.595536126581578 36.926230142482041 43.089885869811418 0.39999999880000009 0.26611393131170485 0.50727176031642462 0.68990384615384626 62.339596078328476 0.25360777348336344 0.57518796992481214 0.16397072810818206 59.804028863810764 75.121240477873911 58.068303178409323 0.92558962228493125 40.414124592518313 0.77350427350427353 0.85164835164835184 62.430615041272382 1.0000000180025095e-35 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 4 9 -3 -6 8 20 -7 11 15 -4 -13 14 -14 -11 17 18 -5 -20 -8 -17 -22 -24 -18 -26 -27 28 29 -12 right_child=1 2 3 16 5 6 7 -9 -10 10 27 12 13 -15 -16 21 24 -19 19 -21 22 -23 23 -25 25 26 -28 -29 -30 -31 leaf_value=-0.032147607091890351 0.021366706909619743 -0.032110927539952074 0.0095256102225010075 -0.032171531264894603 0.020538843468667047 0.034590197077450861 -0.03322543399612865 -0.031958717837883781 -0.033402366145972619 0.028184014222906908 0.01075460784398289 -0.026904650050720017 0.020275841157354015 -0.025371172118286274 -0.013692080420405215 -0.031341271682005435 0.024074403553879565 -0.032894375516395506 0.01512939247583631 -0.032959825940179689 0.011961364657021349 0.03176683076048812 -0.034229813699880374 0.023175102147782262 0.030197529276547688 0.033837500547883342 -0.021771901738231288 -0.023133032768102958 0.0023824994398612908 -0.023342894701901176 leaf_weight=0.16033849492669361 0.54295585257932799 0.22777751693502324 0.65417326660826614 0.26341380039229978 1.2268688217736778 0.093384489417076 0.13676066906191398 0.29584618238732208 0.51397875929251313 0.93412979203276314 0.51869309321045864 1.3894633153686302 0.72745647490955911 0.96692269365303207 0.48657147423364222 0.16122578270733356 0.98512256145477273 0.34203154314309347 1.255657897563651 0.14523596223443735 3.5506987948901956 0.091150835156440735 0.2525546490214764 0.14311873586848378 0.31862042006105185 0.1264691948890686 0.52535575930960476 0.67372106108814467 2.5708259264938533 1.1521214321255682 leaf_count=15 10 19 23 20 25 1 9 26 32 16 23 186 16 96 40 18 15 20 38 10 83 1 10 5 3 1 25 52 96 90 internal_value=1.79734e-10 0.00024231 -0.000310993 -0.00234718 0.00420598 0.00553737 0.00184632 0.00528532 -0.0229482 -0.00524881 -0.00108256 -0.0112664 -0.0150759 -0.00753999 0.0066618 0.0203708 0.00521573 -0.00274876 0.00344646 0.0101438 0.00798386 -0.00854853 0.00941196 -0.0134659 0.013387 0.00253797 -0.0109824 -0.00626113 -0.00358128 -0.0127576 internal_weight=21.4326 21.2723 20.7294 14.2884 6.44099 6.21321 4.98634 4.37898 0.607363 10.3265 6.10187 4.22459 3.57041 2.18095 1.21403 1.18651 3.96191 2.00634 1.66431 1.40089 4.08313 0.252377 3.94637 0.395673 1.95557 0.970445 0.651825 4.91536 4.24164 1.67081 internal_count=1024 1009 999 789 210 191 166 133 33 657 296 361 338 152 56 35 132 88 68 48 107 19 98 15 44 29 26 261 209 113 is_linear=0 shrinkage=0.03 Tree=89 num_leaves=31 num_cat=0 split_feature=14 19 6 19 7 1 7 1 19 7 7 7 1 10 19 1 17 19 19 6 3 16 1 19 10 6 16 16 19 19 split_gain=0.176806 0.158501 0.407156 0.318486 0.316683 0.330521 0.351255 0.331506 0.289711 0.278079 0.282747 0.446204 0.279462 0.299916 0.444377 0.319109 0.276662 0.242892 0.365646 0.356865 0.300814 0.251482 0.39373 0.24213 0.241604 0.818448 0.226968 0.309772 0.227504 0.293376 threshold=67.592592592592595 54.843944828764144 0.99997618788042197 48.400558795493097 0.66666666333333346 0.55050505050505061 0.50000000750000029 0.40833333333333338 49.610940926581463 0.76895272513848167 0.6666666583333335 0.42857142857142855 0.13809523809523813 0.99995743658303604 50.031023377356419 0.8257575757575758 25.923643148104102 43.920075132703637 38.264561842001818 0.062932073462562035 0.6563792242595583 32.151675802657756 0.59166666666666667 54.941146460112286 0.99974134460868724 0.062932073462562035 47.350607053921571 40.000000200000009 36.341506065730165 43.524576723190414 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 16 -5 10 11 12 -10 14 -14 -15 -1 18 -7 -19 -20 22 -21 -3 25 -6 27 28 -18 -30 right_child=-2 23 -4 8 24 17 -8 -9 9 -11 -12 -13 13 15 -16 -17 26 19 20 21 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.031839798540716134 -0.030978424721229424 0.026821820351075634 -0.031597542265300496 -0.031152427611394178 0.027147193481171148 0.02496789888174088 -0.033543173591655609 -0.031473378375262616 0.018920271017552715 -0.026391738368316937 0.01296202230780007 -0.02645537085329841 0.013546706921697245 -0.030965287199479871 -0.031694578771548874 0.030178726457699773 -0.032434681864652301 -0.034121021614479163 -0.03162809905329083 0.030951012883833728 0.031140123151910941 0.024941141599777238 -0.032188913956442931 0.0024996138527357812 0.029458400744554043 -0.033400205214137557 0.01649360622978107 -0.032302657976149611 0.012127052459728529 -0.008801051320329779 leaf_weight=0.23131997417658778 0.1645006345352148 0.38905140687711437 0.39781867165584195 0.41787680191919285 0.54736643703654386 0.23279475374147329 0.3534211367368697 0.32638349570333947 0.55207721376791719 0.4749985965900122 0.86272917001042504 0.74508608574978996 0.2942915402818469 0.10286866803653538 0.58148837136104703 0.30336665059439838 0.16858608601614955 0.12430657807271916 0.3989951687399298 0.16273396578617383 0.083013243973255157 1.258723593316972 0.195871596573852 6.9298101840540767 0.62012846302241087 0.31746517634019256 0.76835060212761153 0.27224075910635281 1.4750502759125086 1.0195208908990023 leaf_count=21 30 7 54 63 10 6 22 43 17 38 23 66 14 15 69 4 13 9 45 2 1 25 23 226 6 16 20 25 58 53 internal_value=-1.10294e-10 0.000247284 -0.00170526 -0.00078278 0.00257354 -7.12942e-05 -0.00480328 -0.00241976 -0.0074077 -0.00487448 -0.001905 -0.00687799 0.00107517 -0.00660951 -0.016492 0.0146956 -9.9843e-06 0.00881862 -0.00590655 0.0148621 -0.0208179 0.0186269 -0.00353623 0.00379252 0.0151681 0.00492126 0.00197797 -0.00182155 0.00129437 0.00357382 internal_weight=20.7722 20.6077 13.2889 12.8911 8.55627 7.07131 4.61487 4.26145 4.33478 3.91691 3.44191 2.57918 1.83409 1.28202 0.87578 0.406235 3.93507 2.45644 0.714803 1.74164 0.482008 1.61733 0.358606 7.31886 1.48496 0.864832 3.70375 2.9354 2.66316 2.49457 internal_count=1024 994 761 707 398 366 255 233 309 246 208 185 119 102 83 19 190 111 52 59 46 50 25 233 32 26 169 149 124 111 is_linear=0 shrinkage=0.03 Tree=90 num_leaves=31 num_cat=0 split_feature=19 17 14 19 6 19 19 7 7 7 1 10 19 1 11 7 6 19 17 19 11 15 16 15 15 15 15 15 15 1 split_gain=0.168949 0.250655 0.164206 0.17629 0.374218 0.263119 0.276955 0.262879 0.265334 0.418588 0.255801 0.281378 0.42061 0.300898 0.24808 0.369008 0.348498 0.240727 0.240859 0.388294 0.293762 0.361869 0.268794 0.229352 0.306326 0.227838 0.321594 0.258409 0.294995 0.233396 threshold=34.456932345825514 3.6511404627855728 67.592592592592595 54.843944828764144 0.99997618788042197 48.400558795493097 49.610940926581463 0.76895272513848167 0.6666666583333335 0.42857142857142855 0.13809523809523813 0.99995743658303604 50.031023377356419 0.8257575757575758 0.25401201455788713 0.85714286928571448 0.99999725812554507 48.152411074080796 25.923643148104102 35.028787228769609 0.60267944014956132 27.338601098636921 57.86307182258065 36.350462776174844 42.792725961009403 62.694508768530831 70.100727060218972 73.124744826552998 87.046275024160749 0.11805555555555559 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 -7 8 9 10 -8 12 -12 -13 15 -5 -17 18 19 -3 -20 -22 -21 -16 -25 29 -27 -28 -29 -26 right_child=1 2 -4 14 -6 6 7 -9 -10 -11 11 13 -14 -15 23 16 -18 -19 20 22 21 -23 -24 24 25 26 27 28 -30 -31 leaf_value=-0.032026928539240142 0.022775920499995543 0.031199570507637824 -0.03092807917691421 0.026603446859176129 -0.031530545112048822 -0.031104147132330881 0.01831958965161656 -0.026118982300470391 0.012633145820293618 -0.026077233024499703 0.013163814183840973 -0.030924750596194355 -0.031621656675159704 0.029925968571772786 0.031780533764377707 -0.034747015944662028 0.020081269155083795 0.023647730763809296 0.0052610024191670508 -0.032042696416251133 0.025975411816474159 -0.022835202974397069 0.018425398553063944 -0.032552105130660702 0.025578802286323078 -0.032506188499200971 0.017046349398550594 -0.032710169508014884 0.027885443723733819 0.0023228542727646911 leaf_weight=0.14715961203910666 0.43437613546848552 0.13926631817594515 0.1559234019368877 0.87977616116404422 0.37966944172512818 0.39869456784799684 0.53692062105983618 0.45832958281971503 0.84528706921264518 0.72133015352301288 0.28698854800313689 0.097746395505964756 0.55125934537500143 0.29047589469701052 0.21140179038047779 0.21109701320528984 0.20630126819014549 0.43722094409167755 5.5168154822895303 0.57588892010971904 0.16936581395566452 0.70874017605092376 0.1137372893281281 0.24942793184891332 0.43210942484438408 0.38997717574238755 0.4169361530803144 0.28201443701982498 0.097236619330942631 3.8386989906430244 leaf_count=15 5 2 30 13 54 63 17 38 23 66 14 15 69 4 2 7 3 8 221 54 3 87 3 20 6 25 8 19 2 128 internal_value=1.3724e-10 0.000235265 -0.000264317 -1.84044e-05 -0.00221273 -0.00127324 -0.00732059 -0.00481754 -0.00188569 -0.00682491 0.00105041 -0.00650964 -0.0162886 0.014605 0.00370047 0.0155822 -0.00764785 0.00203185 0.000723547 -0.014492 0.00269575 -0.0134208 -0.0237192 0.00109601 -4.07455e-05 0.00144529 -0.0101864 0.000746038 -0.017174 0.00467583 internal_weight=20.1802 20.033 19.5986 19.4427 12.2277 11.8481 4.18703 3.78834 3.33001 2.48472 1.76339 1.22647 0.838248 0.388222 7.21498 1.29717 0.417398 7.66103 7.22381 0.828893 6.39492 0.878106 0.689626 5.9178 5.7064 5.45697 1.18616 0.796187 0.379251 4.27081 internal_count=1024 1009 1004 974 741 687 309 246 208 185 119 102 83 19 233 23 10 378 370 59 311 90 57 210 208 188 54 29 21 134 is_linear=0 shrinkage=0.03 Tree=91 num_leaves=31 num_cat=0 split_feature=11 9 10 3 3 7 19 3 1 1 15 15 7 19 15 15 16 6 3 10 11 3 11 15 3 11 1 19 6 19 split_gain=0.154759 0.36183 0.278825 0.255467 0.516234 0.279013 0.360255 0.394125 0.284259 0.27272 0.315822 0.346463 0.299694 0.268505 0.235976 0.228102 0.225748 0.286903 0.219538 0.402331 0.218481 0.304273 0.287639 0.265488 0.343592 0.217068 0.18233 0.37492 0.175878 0.160079 threshold=0.37075155745882143 0.93160714667755118 0.9999949408586376 0.26611393131170485 0.46906387144662093 0.98850573344827619 49.884686786931134 0.56079672409780368 0.20526315789473684 0.25657894736842113 43.244333204858485 62.496766859970684 0.21387659657296884 59.070421115753156 51.441049470813759 27.338601098636921 49.999999708333341 0.42708859797773047 0.10880302876976193 0.9999949408586376 0.9347840739207719 0.34314317800296129 0.83745046729689798 44.171470566912113 0.83361461283055316 0.46258503542414003 0.86190476190476206 50.738900048420284 0.28389176569234903 47.073369524681183 decision_type=2 2 2 2 2 2 2 2 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 3 20 9 -5 6 25 14 -7 29 13 12 -12 15 -8 -11 -14 -18 19 28 21 -3 26 -22 -25 -6 27 -23 -1 -2 right_child=1 2 -4 4 5 8 7 -9 -10 10 11 -13 16 -15 -16 -17 17 -19 -20 -21 23 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.0039573597910655218 0.013179260278072346 -0.031949531442910267 -0.032010838591595682 -0.031580668519573703 -0.031826673039023611 -0.03268371454335145 -0.031201839623657527 -0.032525868482750922 0.022645297028786173 0.031846759542801757 -0.031059013320828496 -0.032301505414213026 0.02446438393386028 0.031566431861746576 0.025185449781106744 -0.031090797472478886 0.022940058790001425 -0.032389864940071872 0.0045304928546613006 0.023005499324676354 0.01220971473002744 0.024033378012942797 0.027197197357042895 -0.032165542473156332 0.0060193672629161137 0.019454217001865632 0.019601421190396279 -0.032995894425905579 -0.031976375645564242 -0.0063658502331295636 leaf_weight=0.16278379526920783 1.259780133375896 0.12229155702516492 0.17220364185050119 0.9263333237031478 0.091214412357658481 0.10124181862920512 0.097293556435033457 0.77103023650124669 0.47877933084964752 0.055515605956316327 0.15452034748159327 0.2348706203047185 0.63466004119254649 0.077204547822475433 0.21308819996193051 0.77991303254384547 0.1618820452131331 0.17609355063177645 7.9393890566425398 0.22964565106667578 0.71671084477566183 0.17422221042215813 1.0425669765099881 0.41362385847605765 0.43525060825049877 0.40036967769265175 0.33422936964780092 0.25648848153650761 0.49645895720459521 0.53828342433553178 leaf_count=10 43 11 17 112 8 6 13 65 10 1 23 22 15 1 5 133 4 13 297 7 18 4 14 36 11 16 7 14 49 39 internal_value=8.33657e-11 -0.00240504 0.00525608 -0.00633366 -0.0128542 -0.00479721 -0.0113552 -0.0210349 0.0129877 -0.00140352 -0.00830563 0.000844756 0.00775159 -0.0219618 0.00751006 -0.0269085 0.0139173 -0.00588818 0.00294754 -0.0111911 0.00709208 0.0138477 0.0169462 -0.00123511 -0.0125867 0.00993895 0.00297468 -0.00992759 -0.0231034 0.00732807 internal_weight=19.6479 10.8197 3.66759 7.15207 3.07935 2.15302 1.573 1.08141 0.580021 4.07272 2.27466 1.36203 1.12716 0.912633 0.310382 0.835429 0.972636 0.337976 8.82828 0.888888 3.49538 1.9298 1.80751 1.56559 0.848874 0.491584 0.76494 0.430711 0.659243 1.79806 internal_count=1024 661 132 529 235 123 107 83 16 294 212 77 55 135 18 134 32 17 363 66 115 50 39 65 47 24 25 18 59 82 is_linear=0 shrinkage=0.03 Tree=92 num_leaves=31 num_cat=0 split_feature=14 11 9 10 14 3 3 7 19 3 1 1 19 19 10 11 6 19 1 11 19 15 11 14 19 7 3 10 1 14 split_gain=0.153334 0.151234 0.33388 0.266044 0.257102 0.251116 0.492966 0.26809 0.344209 0.372643 0.269634 0.233369 0.333333 0.250934 0.296145 0.217151 0.252334 0.270762 0.207904 0.203659 0.19632 0.32261 0.182032 0.310478 0.325006 0.18649 0.181704 0.352597 0.163607 0.431556 threshold=67.592592592592595 0.37075155745882143 0.93160714667755118 0.9999949408586376 20.601851851851858 0.26611393131170485 0.46906387144662093 0.98850573344827619 49.884686786931134 0.56079672409780368 0.20526315789473684 0.25657894736842113 55.700820383401258 40.885403179019029 0.9999949408586376 0.9347840739207719 0.48419103823666437 63.16583432409341 0.45804195804195813 0.46258503542414003 61.186917328755129 44.891528652949596 0.83745046729689798 62.06349206349207 50.738900048420284 0.35634920100000006 0.10880302876976193 0.9999949408586376 0.4701754385964913 64.863547758284611 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 5 15 -1 11 -7 8 19 -10 -9 -3 13 -13 -15 22 -17 20 -14 -8 21 -18 23 24 -4 -24 27 -6 -20 -30 right_child=-2 2 3 -5 26 6 7 10 9 -11 -12 12 18 14 -16 16 17 -19 28 -21 -22 -23 25 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.031866273398477918 -0.030866612241562192 0.0070047838872164623 0.018448940262243682 -0.031928255909611195 -0.022021869801418584 -0.031515553034568225 -0.031745616724045314 -0.032572609813536213 0.0076253675233764247 -0.032417894994828493 0.022685286246911809 0.012491287467590961 -0.032388599199922735 -0.031156734098414393 0.012673490175273368 -0.032457338069560165 0.011655963420734831 -0.032933021934304856 0.031638552593651253 0.019018118608037302 0.026112274624957594 -0.031836059837554102 -0.0035351251563900937 0.027644620767797379 -0.032858805371835616 0.027949236181965723 0.0053615285487226029 0.022441051138070826 -0.031820465161760091 0.023114479654460309 leaf_weight=0.18446928076446667 0.14375580183695902 1.7598543853964641 0.18468906870111879 0.16476493002846826 0.57766895252279749 0.87844882567878846 0.086943145841360425 0.09608947904780496 0.29226947552524485 0.73553841467946768 0.45963304070755839 0.2029107837006453 0.11115883151069272 0.85429380543064304 0.16563965450040996 0.20217035873793077 0.56851159734651424 0.16103317402303208 0.24775002151727676 0.39101126813329756 0.38451073504984379 0.21027002646587789 0.20968365948647238 0.27876796014606953 0.27891814243048429 0.879606026224792 7.633459101896733 0.22228595917113125 0.20753302611410618 0.33881937246769667 leaf_count=16 30 82 7 17 54 110 8 6 17 64 10 9 7 149 12 17 12 9 2 16 6 21 9 4 16 12 271 7 18 6 internal_value=-9.92235e-11 0.000233925 -0.0022103 0.00529073 0.00316965 -0.00608053 -0.0126967 -0.00467755 -0.0112499 -0.0210311 0.0131307 -0.00107762 -0.00776143 -0.0179771 -0.0240386 0.00711684 -0.0012397 0.00352596 0.00603805 0.00978385 0.00857294 -8.68263e-05 0.0140811 0.00262514 -0.0124191 0.0218886 0.00393601 -0.00966682 0.011417 0.00224733 internal_weight=19.1125 18.9687 10.3508 3.52293 8.61788 6.82789 2.93993 2.06148 1.50576 1.02781 0.555723 3.88796 2.12811 1.22284 1.01993 3.35816 1.5265 1.32433 0.905261 0.477954 1.16329 0.778782 1.83166 0.742375 0.463607 1.08929 8.43341 0.799955 0.794102 0.546352 internal_count=1024 994 646 130 348 516 231 121 105 81 16 285 203 170 161 113 65 48 33 24 39 33 48 27 23 21 332 61 26 24 is_linear=0 shrinkage=0.03 Tree=93 num_leaves=31 num_cat=0 split_feature=19 19 11 11 19 15 15 11 19 3 9 11 3 16 10 15 19 15 2 10 16 3 19 10 16 14 11 3 11 11 split_gain=0.155668 0.227809 0.178783 0.302741 0.285702 0.336031 0.4025 0.418614 0.343724 0.230325 0.220214 0.274542 0.408382 0.26299 0.247828 0.215105 0.280902 0.211525 0.213245 0.221926 0.263935 0.521636 0.248409 0.216876 0.196817 0.220238 0.192557 0.283272 0.250694 0.243249 threshold=34.456932345825514 35.198197531872673 0.2011598542787488 0.23096553144836274 39.703858782147428 43.762300029104495 48.187726421128595 0.12360104052581206 39.75696863747261 0.16397072810818206 0.93160714667755118 0.61204350697756149 0.077729198247129053 23.472222083333339 0.9999949408586376 75.121240477873911 58.068303178409323 72.247640255897025 1.0000000180025095e-35 0.99988432448669451 46.386507941914857 0.99862335826171078 45.590123832226759 0.99984004415445416 74.993814098822824 64.863547758284611 0.9347840739207719 0.34314317800296129 0.83745046729689798 0.96895425254766865 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 4 -4 -3 -6 8 9 -7 -8 11 13 -13 -5 26 17 -17 18 23 20 21 -20 -21 -11 25 -14 27 -12 -29 -28 right_child=1 2 3 10 5 6 7 -9 -10 15 14 12 24 -15 -16 16 -18 -19 19 22 -22 -23 -24 -25 -26 -27 29 28 -30 -31 leaf_value=-0.031948539388937942 0.020976492490481335 -0.031821725148722869 -0.032113837819732177 -0.031208522858967514 0.02056498805875295 0.034178883277420156 -0.032988201045029281 -0.031791285201562672 -0.033039699441987654 0.001900872252483527 -0.031904929623257777 0.0021201523888683357 -0.028579518282790151 0.001231398360427343 -0.031853652768384158 -0.033809047405324984 0.022620984141664593 0.029171444733792563 -0.033209264194437774 0.031375241049857186 0.020394011035054373 0.022830956285967863 -0.032767423583439134 0.02969381201412119 0.010241422407369256 -0.00093015735035157157 -0.033399499101679088 0.0029247567507219036 0.026511473379086822 0.003266196685167643 leaf_weight=0.13625329080969351 0.46462027216330426 0.19235956063494342 0.29959273524582286 0.23487422824837079 1.0575832908507434 0.080782756209373363 0.12094991304911751 0.25862384121865023 0.44904772832524031 0.42019446566701046 0.11654725531116095 1.2267253688769417 1.3632450654404236 5.3055981989018619 0.15780163020826865 0.21962743112817396 0.12433849344961345 0.51451503299176682 0.32230653613805749 0.067667260766029247 0.6468933867290616 0.27880027564242482 0.27589191356673837 0.63387445313856006 0.17345748562365759 0.32017054012976576 0.18625593581236888 0.70566975558176614 0.95359974447637796 1.2955524697899818 leaf_count=15 10 19 25 39 25 1 9 26 32 10 11 89 173 307 17 10 5 6 21 1 13 5 19 8 6 18 9 25 14 56 internal_value=-7.05873e-11 0.000235721 -0.000299569 -0.00232499 0.00411327 0.00537671 0.00173724 0.00508349 -0.0227909 0.00771426 -0.00158372 -0.00413705 -0.0113119 -0.00014381 0.0048635 0.00911917 -0.0134104 0.0115714 0.0081486 0.00121722 0.00709492 -0.00721716 -0.0201339 0.0186144 -0.0201857 -0.0233209 0.00664211 0.0133048 0.0164803 -0.0013425 internal_weight=18.6034 18.4672 18.0025 12.3391 5.66346 5.4711 4.41351 3.88368 0.52983 3.62506 12.0395 8.62407 3.0836 5.54047 3.41543 3.50411 0.343966 3.16014 2.64563 1.59156 1.248 0.601107 0.343559 1.05407 1.85687 1.68342 3.25763 1.77582 1.65927 1.48181 internal_count=1024 1009 999 789 210 191 166 133 33 107 764 632 286 346 132 98 15 83 77 59 39 26 20 18 197 191 115 50 39 65 is_linear=0 shrinkage=0.03 Tree=94 num_leaves=31 num_cat=0 split_feature=19 17 17 15 17 17 16 16 6 3 7 15 19 6 16 19 17 17 10 11 1 3 16 17 10 11 10 10 19 3 split_gain=0.147441 0.222969 0.141221 0.374846 0.237237 0.173425 0.334399 0.273661 0.528584 0.292035 0.286177 0.268587 0.292394 0.309069 0.268509 0.267568 0.221134 0.311242 0.263801 0.299892 0.576879 0.297226 0.240421 0.313684 0.192228 0.19074 0.175103 0.359159 0.287107 0.261484 threshold=34.456932345825514 3.6511404627855728 25.923643148104102 45.135019768894487 17.579115561705688 58.099527451826468 64.468864119611183 66.283524448275884 0.92365541942101947 0.92336588590477464 0.71428571250000006 75.121240477873911 54.900677582907242 0.9999232095811722 71.299533693249074 58.068303178409323 54.112207364577678 52.890334956943029 0.99998602282094473 0.12159573500533551 0.10263157894736842 0.92963742575175978 39.90018480754059 54.5717743212141 0.9999949408586376 0.66642052186993095 0.99548094333240156 0.99985549643774885 52.577670392221044 0.56079672409780368 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 9 -9 10 26 12 13 16 -8 -13 17 18 19 20 -4 -22 23 -18 -10 -26 -7 -28 -29 -30 right_child=1 2 5 -5 -6 7 14 8 24 -11 -12 15 -14 -15 -16 -17 22 -19 -20 -21 21 -23 -24 -25 25 -27 27 28 29 -31 leaf_value=-0.031860004036136098 0.022367824958356763 0.017981944419183486 0.030325151282225717 -0.03195491207020993 -0.031516299865765152 0.0020899689422284053 -0.033519713981186534 -0.032149128472322396 0.014827891106575413 -0.032033298069858579 -0.032228810026767217 -0.033656034626453162 0.021658947404076562 -0.032150352020089965 0.010561627409680972 0.018044130281456419 0.020227723315573931 -0.033060030918923754 0.022531646324886054 0.0072322902300061094 -0.032516310734699155 0.0046358491489182155 0.0266784604575796 -0.031611767352058111 0.023683262491434744 -0.03193862155845173 -0.03122261838323457 -0.017004750453015055 0.010296838628165146 -0.031548482829267963 leaf_weight=0.12979117943905549 0.40034781023860233 0.37216510996222751 0.23944204673171332 0.43461831891909242 0.11379069346003234 3.1786054628901166 0.37107266299426545 0.28420096915215287 1.8325182078406217 0.35783939110115159 0.31027127406559873 0.2939964469987898 1.0141435393597928 0.20317198440898199 0.18705312069505453 0.12990091159008443 0.25489054992794968 0.21241987333632995 0.60211456660181273 2.361687891301699 0.67242663179058582 0.27227767556905746 0.78759141732007265 0.17871004156768322 0.083513868506997713 0.16533965058624744 0.50112376979086581 0.81968016631435636 1.1844071809900922 0.15160111349541683 leaf_count=15 5 11 3 42 14 192 20 23 46 32 27 15 20 20 7 6 5 16 12 128 46 6 15 18 3 16 81 109 55 16 internal_value=-2.12241e-11 0.000230102 -0.000274309 -0.0117125 0.00639151 0.000358104 0.00362695 -0.00250967 0.00622797 -0.00568787 -0.00415388 0.00535579 0.0068003 0.00419538 -0.0187461 -0.0178128 0.00551838 0.00235828 0.00417208 0.00105446 -0.0112667 -0.0218085 0.0168018 -0.00113811 0.0114682 -0.0132722 -0.00266113 -0.00834534 -0.00302715 0.00554852 internal_weight=18.1007 17.9709 17.5706 0.920574 0.485956 16.65 7.7809 8.8691 2.36557 6.50353 6.14569 7.22277 6.79888 5.78473 0.558126 0.423897 5.58156 4.36037 4.14795 3.54583 1.18415 0.944704 1.22119 0.433601 2.08137 0.248854 5.83542 2.65681 2.15569 1.33601 internal_count=1024 1009 1004 67 25 937 337 600 88 512 480 310 289 269 27 21 249 211 195 183 55 52 38 23 65 19 453 261 180 71 is_linear=0 shrinkage=0.03 Tree=95 num_leaves=31 num_cat=0 split_feature=14 19 19 11 11 19 15 15 11 19 15 15 1 3 3 16 6 6 1 6 7 7 14 1 11 11 15 17 1 3 split_gain=0.141006 0.141138 0.20453 0.168113 0.2836 0.269443 0.30459 0.351289 0.385908 0.31406 0.213542 0.476806 0.306617 0.256005 0.204651 0.179962 0.434962 0.202686 0.267434 0.177726 0.327177 0.231631 0.27684 0.235642 0.205576 0.274319 0.353997 0.469919 0.33629 0.271969 threshold=67.592592592592595 34.456932345825514 35.198197531872673 0.2011598542787488 0.23096553144836274 39.703858782147428 43.762300029104495 48.187726421128595 0.12360104052581206 39.75696863747261 42.792725961009403 36.926230142482041 0.8377192982456142 0.11689353410358329 0.16397072810818206 43.172043131720436 0.92956389104511905 0.99904991760722217 0.97368421052631593 0.99994298970506412 0.49999999625000008 0.71428571250000006 30.947430947430949 0.97368421052631593 0.37075155745882143 0.73678840970239012 43.46706814429325 52.102753425102598 0.59166666666666667 0.75603007065444527 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -7 9 14 -8 11 -6 -13 -14 -9 16 -16 -18 -19 21 -21 24 -23 -24 -12 26 -26 28 -28 -27 right_child=-2 2 3 4 10 6 7 8 -10 -11 19 12 13 -15 15 -17 17 18 -20 20 -22 22 23 -25 25 29 27 -29 -30 -31 leaf_value=-0.031774816361903713 -0.030809883587778454 0.020748557833693483 -0.031696444885246151 -0.031990619461830849 0.0097750556606006327 0.020598384049500471 0.033904046278599283 -0.032716671817270802 -0.031639390830375889 -0.032825311014433201 0.011297012580648304 -0.031181319855666727 0.016021825431720014 -0.032124286511397766 -0.03347155621607837 0.015553177213197952 0.01646497194446855 -0.032460962886054434 0.031884766059652604 -0.031098627222496039 0.017421890753883382 0.013217233652574599 -0.026905653785560295 0.0039919986514259055 0.024467491357921135 -0.0013717259309110473 0.011750742386258714 -0.026207192975297656 -0.032387590256729257 0.018318671847276969 leaf_weight=0.12310109799728408 0.13268093345686693 0.43601809721440332 0.17943968623876827 0.27812070026993652 0.70137958158738856 0.9929496336262672 0.075494632124900707 0.10784481477458108 0.23770478880032886 0.3987889604177326 1.4643930085003338 0.87138820800464578 0.28989783942233771 0.15125643042847514 0.26388904661871526 1.807328477501869 0.85990035161375977 0.19296572799794376 0.083196274936199188 0.14241799339652139 1.0271823976654557 0.31117297452874471 0.83742718445137121 0.30235762009397149 0.25167942908592555 2.0743116263765846 0.74120038910768959 1.1336467158980665 0.19655190571211278 0.9075377583503722 leaf_count=15 30 10 19 25 28 24 1 9 26 30 59 146 19 19 16 38 19 16 1 27 27 13 58 10 8 125 31 131 24 20 internal_value=1.48457e-10 0.00023439 0.000461927 -6.20413e-05 -0.00205933 0.00442535 0.0057165 0.00204713 0.00528448 -0.0222036 -0.00132935 -0.0101937 -0.0208644 -0.000485799 0.00793203 0.00929885 0.00122454 0.00928389 -0.0130762 0.000571853 0.0115137 -0.000984982 -0.0118623 -0.0187092 0.00134649 -0.00140029 -0.00912923 -0.0132113 0.00249939 0.00462113 internal_weight=17.5732 17.4405 17.3174 16.8814 11.6819 5.1995 5.02006 4.02711 3.55283 0.474284 11.4038 2.01392 1.31254 0.441154 3.31512 3.20728 1.39995 1.13606 0.276162 9.38988 1.1696 8.22028 1.45096 1.13978 6.76932 5.30493 2.32308 2.0714 0.937752 2.98185 internal_count=1024 994 979 969 770 199 180 156 125 31 745 212 184 38 99 90 52 36 17 533 54 479 81 68 398 339 194 186 55 145 is_linear=0 shrinkage=0.03 Tree=96 num_leaves=31 num_cat=0 split_feature=14 11 9 1 7 14 10 19 3 7 7 7 16 19 19 14 11 10 19 16 3 7 7 16 15 14 19 15 7 3 split_gain=0.133985 0.120589 0.29927 0.288013 0.221729 0.221534 0.215826 0.19454 0.324036 0.183557 0.312282 0.23236 0.24078 0.204725 0.251905 0.181528 0.179081 0.216861 0.243175 0.178501 0.176988 0.167284 0.244315 0.314391 0.275087 0.269594 0.301731 0.230098 0.199477 0.423127 threshold=67.592592592592595 0.41363211386884169 0.93160714667755118 1.0000000180025095e-35 0.18898809953125004 20.601851851851858 0.9999949408586376 42.542167774788609 0.0028881696736229143 0.46966911707031261 0.86755556312175819 0.452272723875 39.834943466250685 60.453705795652432 55.90404564327347 20.972222222222225 0.9347840739207719 0.48884973638036394 63.16583432409341 27.777777722222222 0.55864843220863347 0.49999999625000008 0.21428570946428574 33.333333388888896 53.895080544470041 64.863547758284611 35.198197531872673 75.121240477873911 0.85714286928571448 0.41429282563917641 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 3 7 19 -1 16 -3 -9 11 15 12 -6 14 -12 -11 -4 -18 -19 -5 -14 22 23 24 -7 26 -24 28 -23 -30 right_child=-2 2 6 4 9 21 -8 8 -10 10 13 -13 20 -15 -16 -17 17 18 -20 -21 -22 27 25 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.031684274888296018 -0.030775769347687103 0.022614450759011449 0.01365396800600293 -0.002610097411052348 0.01222072723872137 -0.019668863029225516 -0.031584380485146418 0.024201938355492419 -0.021482770073398324 0.018517881384496421 -0.031501370841447808 0.026388292260785248 -0.031288319173054004 -0.032127634052462349 0.018719946553393773 -0.023233278763806535 -0.032158816673099111 0.0085195669700976508 -0.032740113530863098 -0.030932283276221311 0.00026417685750409087 0.011789867180723265 0.0187399660428023 0.0284131977341083 0.0079418826982671515 0.021559300525092837 -0.029217301025674148 -0.019396651341460298 -0.032843804932507874 0.0073119021594296417 leaf_weight=0.16404531407170608 0.12637177656870235 0.4522570688277463 1.614118867553771 0.28516354621388007 0.47516387584619246 0.51852406410034591 0.13735752017237235 0.2298321845009923 0.35643089702352881 0.10106208175420794 0.10789152467623342 0.28506610891781736 0.32943568262271583 0.12133633624762297 0.53869445435702801 1.2907165626529602 0.17615135130472492 1.053930247435346 0.14642202388495196 0.67279221047647297 0.31108680390752852 3.6605802804697305 0.14214482810348261 0.38028270099312056 0.86904509388841689 0.15854036877863109 0.6972514798399061 0.28872398822568346 0.30413942132145155 1.0567078432068227 leaf_count=16 30 9 48 42 19 66 17 5 29 5 15 7 49 10 15 132 17 39 9 128 15 115 7 9 37 7 63 15 20 29 internal_value=-1.33543e-10 0.000229791 -0.00223678 -0.00641493 -0.00968928 0.00282954 0.00518581 0.00783115 -0.00357304 -0.00624213 -0.0117279 0.00221592 -0.00396031 0.00362973 0.0103398 -0.0202016 0.00687464 -0.00107494 0.00348661 -0.0225014 -0.015964 0.00353062 -0.00245206 0.00424703 -0.00237604 -0.0143195 -0.0210961 0.00664669 0.00814414 -0.0016626 internal_weight=17.0513 16.9249 8.68491 5.55693 4.51841 8.23999 3.12798 1.03852 0.586263 3.56045 2.1597 1.40075 1.11569 0.767922 0.646586 1.39178 2.99062 1.3765 1.20035 0.957956 0.640522 8.07594 2.76579 1.76785 1.38757 0.997937 0.839396 5.31015 5.02143 1.36085 internal_count=1024 994 610 480 437 384 130 43 34 267 177 90 83 40 30 137 113 65 48 170 64 368 189 112 103 77 70 179 164 49 is_linear=0 shrinkage=0.03 Tree=97 num_leaves=31 num_cat=0 split_feature=19 17 17 15 17 17 16 14 9 17 16 15 15 19 17 3 3 15 1 17 11 1 1 19 11 7 14 2 14 7 split_gain=0.130027 0.20897 0.127537 0.32834 0.203669 0.137875 0.280153 0.274793 0.238621 0.239954 0.235257 0.22539 0.254345 0.244372 0.205153 0.32199 0.230118 0.35181 0.197874 0.401898 0.304044 0.365323 0.280124 0.260711 0.237859 0.227 0.226092 0.205546 0.196437 0.24027 threshold=34.456932345825514 3.6511404627855728 25.923643148104102 45.135019768894487 17.579115561705688 58.099527451826468 64.468864119611183 23.571428571428573 0.97368421000000016 73.555640399344 71.299533693249074 75.121240477873911 72.247640255897025 58.068303178409323 79.430183082994219 0.99862335826171078 0.80361729743996568 49.207942235467677 0.72077922077922085 78.38605981861933 0.42708089526489273 0.46410256410256417 0.45804195804195813 54.101405921502874 0.82934766914913627 0.24999999625 35.63492063492064 0.49074074074074076 37.339743589743598 0.49999999625000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -7 18 -10 -8 12 -4 -13 -11 16 17 -16 20 -20 23 22 25 26 -21 27 -9 -22 -28 -30 right_child=1 2 5 -5 -6 7 10 8 9 14 -12 13 -14 -15 15 -17 -18 -19 19 24 21 -23 -24 -25 -26 -27 28 -29 29 -31 leaf_value=-0.031657182423738092 0.022607818544743388 0.01733408580835372 0.0045185199209442067 -0.031770409817444605 -0.03132238336474414 -0.031374068798640617 -0.033161527827925009 -0.021974401728863786 -0.032013694107978143 0.030975996149142326 0.010262616754986563 -0.033381741497773162 0.025976385194669351 0.018292336160547002 0.0092820147054062784 -0.032941508115717097 0.026031668713712045 -0.031720023735492694 -0.031692337427416784 0.01092102259687122 -0.030820780674137762 -0.031149660474786536 0.029369852953360347 0.030147358165260745 -0.031222901039064763 -0.01553712190896947 0.027702170689106926 0.011787765615510681 -0.031179557129810423 0.012495741247201271 leaf_weight=0.11595474276691931 0.36696936935186641 0.33568269526586192 5.6911331659648559 0.38997151458170265 0.10063802800141275 0.28293516882695069 0.32801543455570925 0.2728937247302381 0.13827542052604291 0.32006177352741394 0.17072796728461981 0.26443283702246834 0.5447427351027726 0.11962790740653872 1.1155644846148791 0.18197897914797057 0.51004589349031437 0.22659449419006694 0.65209386614151277 0.52529644616879523 0.11918510240502733 0.4887262318516149 0.22396110626868893 0.39391121920198191 0.15641921281348914 1.029647162184119 0.32503345631994307 0.70243956963531673 0.17060043406672776 0.33788399072363973 leaf_count=15 5 11 280 42 14 41 20 24 12 5 7 15 9 6 37 10 9 24 81 35 24 82 5 6 26 85 7 42 30 15 internal_value=-1.53991e-10 0.000222668 -0.000286973 -0.0117671 0.0061114 0.000333336 0.00338569 -0.00232508 -0.00128347 0.00639405 -0.0182967 0.00501923 0.006393 -0.0172862 0.00864991 0.00513709 0.00887831 0.00235971 -0.00482849 -0.0148548 -0.00153808 -0.00781482 -0.00231937 0.00918849 0.00125113 -0.00615303 0.00172659 0.00560696 0.0094863 -0.00215766 internal_weight=16.6014 16.4855 16.1185 0.826292 0.436321 15.2922 7.11868 8.17355 7.89061 2.49252 0.498743 6.61994 6.23588 0.384061 2.35425 2.03418 1.8522 1.34216 5.39809 1.33381 4.06428 2.56396 2.07523 1.50032 0.681716 1.85127 1.10641 0.821625 0.833518 0.508484 internal_count=1024 1009 1004 67 25 937 337 600 559 97 27 310 289 21 85 80 70 61 462 142 320 238 156 82 61 151 76 66 52 45 is_linear=0 shrinkage=0.03 Tree=98 num_leaves=31 num_cat=0 split_feature=14 19 17 17 15 17 17 14 16 16 10 7 10 19 15 17 11 15 15 19 6 19 17 17 10 11 1 3 16 17 split_gain=0.125306 0.124974 0.190045 0.126449 0.307966 0.188748 0.129001 0.2674 0.266009 0.223119 0.223014 0.513035 0.414123 0.462845 0.311156 0.368417 0.243879 0.217101 0.203676 0.277433 0.258902 0.252168 0.198623 0.264933 0.237922 0.26315 0.511828 0.258515 0.205693 0.270475 threshold=67.592592592592595 34.456932345825514 3.6511404627855728 25.923643148104102 45.135019768894487 17.579115561705688 58.099527451826468 23.571428571428573 64.468864119611183 71.299533693249074 0.95352381100324624 0.46966911707031261 0.97612585019922704 52.577670392221044 61.158593458280485 86.178050906578662 0.20465318554575609 41.918079947765683 75.121240477873911 54.900677582907242 0.9999232095811722 58.068303178409323 54.112207364577678 52.890334956943029 0.99998602282094473 0.12159573500533551 0.10263157894736842 0.92963742575175978 39.90018480754059 54.5717743212141 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 -4 8 -8 18 -10 11 14 -12 16 15 -9 17 -14 19 20 22 -20 23 24 25 26 -5 -28 29 -24 right_child=-2 2 3 6 -6 -7 7 10 9 -11 12 -13 13 -15 -16 -17 -18 -19 21 -21 -22 -23 28 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.03159108272006219 -0.030737682204775289 0.022071915513508289 0.016638655941094798 0.030041307254093923 -0.031689953372201811 -0.031265431893559723 -0.031322966186055817 -0.031298848008403483 -0.033002926238972191 0.0098857751920147351 0.019961706577500304 -0.027500547980885623 0.027176744434701489 0.0046079943698741754 0.015695412881494498 0.011098035716667841 -0.02436437147780781 -0.031521150278563129 -0.03321219128777006 0.022127890249646124 -0.032101044510191641 0.0215403238581535 0.019613108033139221 -0.032754788947918591 0.0220302239959708 0.0066746280397043363 -0.032336696248603435 0.0037885012177078228 0.026127886538218334 -0.031444599320417134 leaf_weight=0.11033186852001264 0.11848703038412978 0.35757040604948898 0.32675386918708582 0.21388294361531668 0.37036318832542747 0.095707508968189359 0.27132168016396452 0.40164241939783119 0.31186931882984925 0.16796105750836432 0.98358464310877014 0.8387660669395699 0.17721154028549768 3.0414442995097488 0.73604299477301538 0.34114495990797877 0.95099316001869738 0.083398474846035242 0.25191781064495433 0.87152938148938108 0.1743327232543378 0.10822929535061121 0.23001148272305705 0.18841530056670297 0.54495751159265626 2.1433894272195175 0.61125071858987212 0.25169333443045616 0.7010299526154995 0.15719600697048008 leaf_count=15 30 5 11 3 42 14 41 58 20 7 29 74 5 153 25 16 170 9 15 16 16 4 5 16 12 128 46 6 15 18 internal_value=1.66695e-11 0.000227428 0.00044817 -4.91922e-05 -0.0117206 0.00578611 0.000578019 -0.00206141 0.00355954 -0.0179901 -0.00101044 -0.00875861 0.0024187 -0.0016384 0.00187147 -0.0118269 -0.0173185 0.00839268 0.0051632 0.00646008 0.00384226 -0.0167583 0.00508508 0.0019611 0.00369834 0.000596035 -0.0115032 -0.0218001 0.0164346 -0.00111497 internal_weight=16.1324 16.0139 15.9036 15.546 0.792825 0.422461 14.7532 7.82555 6.92767 0.47983 7.55423 2.3176 5.23663 4.25305 1.47883 0.742787 1.2116 0.26061 6.44784 6.08769 5.21616 0.360147 5.04183 3.95359 3.76517 3.22022 1.07683 0.862944 1.08824 0.387207 internal_count=1024 994 979 974 67 25 907 580 327 27 539 173 366 337 99 74 184 14 300 281 265 19 249 211 195 183 55 52 38 23 is_linear=0 shrinkage=0.03 Tree=99 num_leaves=31 num_cat=0 split_feature=14 11 9 1 7 14 10 16 11 15 3 15 11 14 19 19 3 3 14 3 7 19 19 14 7 15 3 11 15 19 split_gain=0.118799 0.111237 0.26813 0.265333 0.196719 0.196206 0.193326 0.165294 0.165198 0.196094 0.267147 0.169362 0.189596 0.229686 0.277406 0.164528 0.298388 0.15821 0.242161 0.32162 0.303016 0.25375 0.241451 0.21393 0.149372 0.219227 0.277024 0.242823 0.400719 0.225135 threshold=67.592592592592595 0.41363211386884169 0.93160714667755118 1.0000000180025095e-35 0.18898809953125004 20.601851851851858 0.9999949408586376 27.777777722222222 0.9347840739207719 44.171470566912113 0.83361461283055316 46.164559784129679 0.83745046729689798 62.06349206349207 50.738900048420284 42.542167774788609 0.0028881696736229143 0.09706849301957339 35.750035750035757 0.73637639369454055 0.33333333166666673 52.577670392221044 35.683960491586028 37.828282828282831 0.49999999625000008 51.913768473940287 0.85447014998304061 1.0000000180025095e-35 51.365163843455043 55.267422088656893 decision_type=2 2 2 2 2 2 2 2 2 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 15 7 -1 8 -5 11 -10 -11 -4 13 14 -13 -3 -17 23 19 22 21 -20 -19 -6 -7 27 29 28 -26 -27 right_child=-2 2 6 4 17 24 -8 -9 9 10 -12 12 -14 -15 -16 16 -18 18 20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.031543994374084589 -0.030703516651418676 0.021990636715466728 -0.031925482067553766 -0.0024008923164472178 -0.031968878215046438 -0.0024019249266962173 -0.031427200759343923 -0.030869256089491429 0.011155385762909488 -0.031772887651200225 0.006198257405909441 0.020456422654451117 0.025145265489973589 0.026743782466081851 -0.032471824947963558 0.024203260679012826 -0.021229473489994339 0.031237885939385854 -0.031791671156619773 0.025806690183036329 -0.024707727781167827 0.019079763818318888 -0.031255690463834834 0.0091558074606919206 -0.032610983312809629 -0.020996625867789068 0.0093582572200345028 0.017108797325852534 0.031810314231535311 0.007209735299511944 leaf_weight=0.14654264366254022 0.11260019137989807 0.41668714769184578 0.070390718290583076 0.26214420748874534 0.1312586474232379 2.5311533436179161 0.12505709775723506 0.61230949894525111 0.60366748459637143 0.32756181596778333 0.33968922309577465 0.1473996923305092 0.81778235267847776 0.22676798328757286 0.22541191661730409 0.21666991990059614 0.32563550595659763 0.072412773966789579 0.12334469810593862 0.32596530066803098 1.1854088495019821 0.31012915633618832 0.24024637194816023 0.85806839482393116 0.2386596426367763 0.70845049316994868 1.360658172285184 2.0338154078926891 0.13666199147701263 0.39761549513787031 leaf_count=16 30 9 8 42 13 189 17 128 18 36 11 5 15 4 16 5 29 1 17 9 133 12 34 48 15 51 44 58 1 10 internal_value=1.08594e-10 0.000222794 -0.00225089 -0.00639815 -0.00970538 0.00283089 0.00505537 -0.022335 0.00670921 -0.00123372 -0.0124422 0.0134945 0.0157502 0.002936 -0.0115454 0.00781473 -0.00307751 -0.00630391 -0.0106878 0.00495603 -0.0168591 0.00460433 -0.016782 0.0036996 0.00351098 0.00658048 0.000293921 0.0130173 -0.00915392 -0.0108568 internal_weight=15.6302 15.5176 7.96401 5.08028 4.12129 7.55356 2.88373 0.874454 2.75867 1.27092 0.667251 1.48775 1.41736 0.59958 0.372812 0.958993 0.542305 3.24683 2.25751 0.638624 1.61888 0.433474 0.312659 0.989327 7.40701 4.87586 2.46672 2.40914 0.375322 1.10607 internal_count=1024 994 610 480 437 384 130 170 113 65 47 48 40 25 21 43 34 267 206 44 162 29 35 61 368 179 105 74 16 61 is_linear=0 shrinkage=0.03 Tree=100 num_leaves=31 num_cat=0 split_feature=14 16 6 6 6 19 3 1 19 1 1 6 1 15 19 19 14 10 7 14 10 1 15 7 10 17 16 6 3 15 split_gain=0.11222 0.0974704 0.139372 0.157877 0.142352 0.294891 0.157065 0.345513 0.322679 0.237814 0.301123 0.205894 0.231467 0.17466 0.1301 0.24064 0.180451 0.193092 0.320614 0.357424 0.277338 0.243617 0.289568 0.269535 0.239593 0.215168 0.208397 0.221424 0.195766 0.243271 threshold=67.592592592592595 35.643331541440141 0.99995752904295299 0.9999140555050009 0.99880700509453846 55.700820383401258 0.1741937691784203 0.11805555555555559 50.031023377356419 0.51315789473684226 0.2264957264957265 0.9206293545468085 0.21825396825396828 27.338601098636921 41.944529964733803 44.381580150331558 23.571428571428573 0.96238207547169818 0.8964285727500001 30.947430947430949 0.97612585019922704 0.88194444444444453 54.843549151562044 0.69204980000000005 0.99968934972807588 27.557399545180974 61.269841119523804 0.99880700509453846 0.32441886818549254 73.405171817070212 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 4 6 -6 7 -1 9 10 11 12 -8 -9 -3 -16 -17 18 21 -20 -19 22 -18 25 26 -24 -22 -28 -27 -30 right_child=-2 14 -4 -5 5 -7 8 13 -10 -11 -12 -13 -14 -15 15 16 17 20 19 -21 24 -23 23 -25 -26 28 27 -29 29 -31 leaf_value=0.010716627701277622 -0.030671503787396883 0.011164328918857073 -0.03099658079669532 0.024616023052772527 -0.031660598862894421 0.021600918423997563 -0.032109773902344332 0.031533263460268669 -0.031402492561051966 0.015801503336260569 -0.031531730752632728 0.017128307811160065 0.020107972945872406 -0.031193546203139633 -0.031622845251688229 -0.024256526827937872 -0.023324772172405715 0.022440994431071535 0.031292318535541652 -0.032251545032641216 -0.031464534666817999 0.012485347103203549 -0.033091846449016693 -0.032177003915665227 0.0061784777984291647 -0.014658643416147274 0.021336955944839715 -0.032650056896483766 0.016234849698224293 -0.014536525439222124 leaf_weight=0.36775800166651595 0.10660719516454342 1.1713938026223321 0.16130220657214511 0.18366740585770447 0.38348890957422543 0.12374696345068514 0.21252255979925461 0.043185241520404816 0.23000770760700096 1.1008577214088289 0.26866410730872303 0.50121625396423042 0.11928129475563765 0.533490436791908 0.20444509747903694 0.24279759940691192 0.56005695404019107 0.7893576999194919 0.093997731804847606 0.5225563170388341 0.31162387551739845 1.1274542235769329 0.13162413239479143 0.20342539204284538 3.2686979157151654 0.32553855702280987 0.20512229285668582 0.10256015427876264 1.3233158786315469 0.28018517070449878 leaf_count=16 30 36 37 7 63 4 20 1 32 50 36 19 4 98 29 28 79 19 1 44 39 45 10 15 164 26 6 7 42 17 internal_value=7.99592e-11 0.000216639 -0.00364734 -0.00256287 -0.00384804 -0.0186667 -0.00162221 -0.0120057 0.00240915 0.00594005 -0.00391401 0.0049932 -0.0133378 -0.0264962 0.0017208 0.00057953 0.0012734 0.00194384 -0.00244316 -0.0225639 0.00622841 0.000696202 -0.00401025 0.000767486 0.00293687 0.00401971 -0.0141723 0.0033414 0.00655195 0.0108581 internal_weight=15.1999 15.0933 4.22919 4.06789 3.88422 0.507236 3.37698 0.944434 2.43255 2.20254 1.10168 0.83302 0.331804 0.576676 10.8642 9.69276 9.48831 9.24552 4.56815 0.616554 4.67736 3.9516 2.82415 2.26409 3.888 2.06066 0.619306 0.307682 1.92904 1.6035 internal_count=1024 994 387 350 343 67 276 115 161 129 79 43 24 99 607 571 542 514 279 45 235 234 189 110 216 95 52 13 85 59 is_linear=0 shrinkage=0.03 Tree=101 num_leaves=31 num_cat=0 split_feature=11 9 1 15 15 14 7 1 1 15 14 15 10 11 19 17 3 3 3 6 6 6 17 3 17 3 10 6 17 10 split_gain=0.107923 0.244363 0.249762 0.184231 0.250926 0.179766 0.179751 0.255637 0.27495 0.253734 0.20729 0.182443 0.177102 0.167668 0.146846 0.280493 0.146002 0.331246 0.193251 0.198898 0.244853 0.188718 0.188458 0.179293 0.339683 0.131269 0.227512 0.223151 0.188345 0.155211 threshold=0.41363211386884169 0.93160714667755118 1.0000000180025095e-35 36.926230142482041 49.966181478571009 20.601851851851858 0.89087301500000005 0.39230769230769236 0.59166666666666667 62.456476085410294 64.863547758284611 59.026730709274524 0.9999949408586376 0.80247758129407532 42.542167774788609 87.889994442627241 0.75603007065444527 0.46744381648193239 0.40570666712679937 0.9983615571453025 0.99346716380928057 0.74795752427060103 77.871392421069544 0.99862335826171078 76.689377963221276 0.10880302876976193 0.9999949408586376 0.47578412449695873 27.975693397844299 0.99991750267989132 decision_type=2 2 2 2 2 2 2 2 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 14 -4 -5 -1 7 -6 9 -9 -10 -8 16 -12 -2 -16 17 18 19 20 21 22 -3 -18 -25 26 27 28 -7 -27 right_child=1 12 3 4 6 25 11 8 10 -11 13 -13 -14 -15 15 -17 23 -19 -20 -21 -22 -23 -24 24 -26 29 -28 -29 -30 -31 leaf_value=-0.031475176605518615 0.021447844421276844 -0.031098867147870374 0.0086835281252260598 -0.022787405638633025 -0.03132906823709164 -0.031086325511909839 0.026202506487940893 -0.031277796565611853 -0.031584900104900428 0.01657961921276873 -0.031673165879518649 -0.012087617550678172 -0.031363280903167694 0.023580470705204772 -0.031619392335760138 0.014202855402072103 0.024075166831297293 -0.031461107532007794 0.028749200634556445 -0.032450825905191945 0.023747362714920204 -0.032035446017879401 0.022887067200407223 0.021475705537697575 -0.032897117683396773 0.0069730489441411081 0.02211253301253489 -0.03146401238187102 0.025519476453542234 -0.0050754545377216269 leaf_weight=0.13653696351684619 0.39173415536060918 0.082705518929288457 0.42846738209482316 1.2699939892627301 0.4054581468808468 0.080859862035140284 0.27409651922062028 0.11978886474389561 0.40061715582851321 0.59472736902534962 0.075126084149815142 0.18936959700658917 0.11764123057946552 0.14449737337417901 0.19209634361322969 0.32137004798278213 0.68193475995212771 0.24859236483462144 0.27341707632876933 0.14314168272539973 0.37773637473583221 0.18736156076192856 0.19638270558789372 0.25362842157483101 0.17459010146558285 5.1248976581264287 0.17178501724265516 0.37131545157171786 0.15300562046468258 1.1847223568474872 leaf_count=16 9 12 21 241 56 13 6 22 55 19 11 13 17 6 22 12 14 29 6 9 6 18 5 6 10 222 7 52 4 85 internal_value=1.52539e-11 -0.00250941 -0.00658339 -0.00987685 -0.0121662 0.00262105 -0.00604517 -0.0104669 -0.00412959 0.00855631 -0.0187437 0.0105574 0.00464592 0.00467999 0.00761407 -0.00294001 0.00626309 0.000188873 0.00642958 0.000248693 0.00579328 -0.00874614 0.00688878 0.0145214 -0.000692781 0.00327798 -0.00835749 -0.0170066 0.00594781 0.00471077 internal_weight=14.7676 7.54447 4.80734 3.90214 3.47368 7.22312 2.20368 1.74021 1.33476 0.714516 0.620241 0.463466 2.73713 0.219623 0.905201 0.513466 2.61949 1.50934 1.26074 0.987328 0.844186 0.46645 0.279088 1.11015 0.428219 7.08659 0.776966 0.605181 0.233865 6.30962 internal_count=1024 625 493 450 429 399 188 169 113 41 72 19 132 17 43 34 115 85 56 50 41 35 17 30 16 383 76 69 17 307 is_linear=0 shrinkage=0.03 Tree=102 num_leaves=31 num_cat=0 split_feature=11 9 1 15 15 10 15 15 3 1 7 16 16 19 15 19 19 3 3 3 6 6 6 17 3 17 3 10 11 19 split_gain=0.102857 0.228971 0.232854 0.172845 0.238518 0.167626 0.157123 0.166808 0.220355 0.170542 0.194082 0.223654 0.191967 0.173223 0.150616 0.272905 0.197368 0.141618 0.312655 0.18198 0.187103 0.229332 0.183047 0.181129 0.167797 0.215775 0.139289 0.22744 0.208921 0.134998 threshold=0.41363211386884169 0.93160714667755118 1.0000000180025095e-35 36.926230142482041 43.244333204858485 0.9999949408586376 43.46706814429325 49.966181478571009 0.064926310265293177 0.20526315789473684 0.89087301500000005 49.230158724800638 48.448773333333342 45.511400210444101 62.49659569498192 56.093491686254445 59.804028863810764 0.75603007065444527 0.46744381648193239 0.40570666712679937 0.9983615571453025 0.99346716380928057 0.74795752427060103 77.871392421069544 0.96300119801132034 76.689377963221276 0.10880302876976193 0.9999949408586376 0.40953379342528756 42.542167774788609 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=26 2 29 -4 -5 17 -6 8 -8 -9 11 12 14 -13 16 -16 -11 18 19 20 21 22 23 -3 -19 -26 27 28 -1 -2 right_child=1 5 3 4 6 -7 7 9 -10 10 -12 13 -14 -15 15 -17 -18 24 -20 -21 -22 -23 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.02391217398641755 0.020932512167392489 -0.031058360157025292 0.0084318125628062776 -0.030791426251087092 0.027634972782702934 -0.031319951132607965 0.021123552488655696 -0.031520897588092935 -0.031040300456424998 -0.03088069249521877 0.015397889269174443 0.032164364982023491 0.0311346105520828 -0.031480380415295342 0.016412173672195308 -0.032408321969579754 0.029227662800304879 0.025245954575643072 -0.031400035863699736 0.028444493644020019 -0.032338521478230103 0.023222425946550204 -0.03195284658642885 0.02311352586018495 0.021053440047796135 -0.018914563032741243 0.004055619618534124 0.021841518181903906 0.0321630688789648 -0.0028257761732774379 leaf_weight=0.5474885496078058 0.37814436783082772 0.078936473233625959 0.41848798538558218 0.51535199733916703 0.10373259009793434 0.11216775397770096 0.084618537919596171 0.21223145397380028 0.52552097872830927 0.29605128092225619 0.4003202081657945 0.042413488030433544 0.14848285913467407 0.41581748798489571 0.41123736696317792 0.1375079978024587 0.058954785810783505 0.58555880933999993 0.23785747587680806 0.26033929502591491 0.13671426381915808 0.36570554040372372 0.18224163656122983 0.18749512266367674 0.24729154072701931 0.23911736160516739 6.2995507848681882 0.16542171826586127 0.067129246890544891 0.49967436969745904 leaf_count=71 9 12 21 138 2 17 5 27 96 61 14 1 2 49 18 14 2 12 29 6 9 6 18 5 6 12 320 7 1 34 internal_value=-5.39862e-11 -0.00250332 -0.00650727 -0.00974689 -0.0120163 0.00456449 -0.00860558 -0.00998103 -0.0238058 -0.00600788 -0.00317414 -0.00809631 -0.000478322 -0.0255895 -0.0056722 0.00417843 -0.0208987 0.00616095 4.61024e-05 0.00622036 0.000137031 0.00558888 -0.00878391 0.00706386 0.0144282 0.00140527 0.00257488 -0.0093835 -0.0177876 0.00740875 internal_weight=14.3616 7.28197 4.64855 3.77073 3.35224 2.63343 2.83689 2.73316 0.61014 2.12302 1.91079 1.51047 1.05223 0.458231 0.903751 0.548745 0.355006 2.52126 1.44929 1.21143 0.951093 0.814379 0.448673 0.266432 1.07197 0.486409 7.07959 0.78004 0.614618 0.877819 internal_count=1024 625 493 450 429 132 291 289 101 188 161 147 97 50 95 32 63 115 85 56 50 41 35 17 30 18 399 79 72 43 is_linear=0 shrinkage=0.03 Tree=103 num_leaves=31 num_cat=0 split_feature=14 17 7 17 15 17 17 16 14 16 6 3 7 19 6 17 19 10 16 6 3 1 7 3 6 16 17 16 7 16 split_gain=0.101521 0.0879552 0.179615 0.111842 0.264798 0.161796 0.0973881 0.225147 0.2129 0.182804 0.367324 0.222124 0.23041 0.176054 0.220602 0.204064 0.277043 0.223026 0.189701 0.18884 0.290753 0.23664 0.200805 0.182467 0.259826 0.175835 0.232105 0.17409 0.161603 0.154343 threshold=67.592592592592595 3.6511404627855728 0.66666666333333346 25.923643148104102 44.800764537007758 17.579115561705688 58.099527451826468 64.468864119611183 23.571428571428573 66.283524448275884 0.92365541942101947 0.92336588590477464 0.71428571250000006 54.900677582907242 0.9999232095811722 54.112207364577678 50.031023377356419 0.99998602282094473 56.173780781250009 0.66406920932186486 0.3992448929483971 0.12916666666666668 0.65896712488566533 0.96942735691857884 0.90544724102527985 39.90018480754059 54.5717743212141 71.299533693249074 0.50000000750000029 27.670939802884611 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -8 11 -11 12 -10 14 15 16 17 19 -18 28 -21 -22 -23 -15 -25 26 -17 -9 29 -5 right_child=-2 3 -4 6 -6 -7 8 27 9 10 -12 -13 -14 23 -16 25 18 -19 -20 20 21 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.010512858819022397 -0.030619305599713147 0.015737930739748385 0.031753043929271696 -0.031144102494884258 -0.031527173377832202 -0.031088931123037025 -0.031087809825059036 -0.032692905539002094 -0.00099039584457713743 -0.031629938119710779 0.012208141267627629 -0.0316738672536786 -0.031752425387011993 0.024309116640597112 -0.03188117417060253 0.019086602454453167 -0.032210424993574065 0.023085555712549142 0.0030758214491509632 -0.032010707172761943 0.030721758509898337 -0.032391314340158052 0.010693088742784821 -0.033506294292590361 0.027328155620791918 0.025584815300738473 -0.031346185946788292 0.008615075839866277 -0.031444427260334439 0.011140472166035389 leaf_weight=0.15262377564795215 0.096781571337488326 0.29578571114689012 0.22228377684950829 0.08201964851468746 0.32831676909700036 0.085633715149015188 0.21958746411837626 0.26520141260698427 4.2797741149552166 0.19371573324315239 1.5362229698803274 0.2489623250439762 0.23096215073019255 0.70554290176369239 0.163434563204646 0.2031021574512123 0.35721151740290213 0.46501114917919029 0.22254756512120366 0.34780681517440815 0.18463426223024726 0.19172107498161495 0.19781020190566778 0.13646289519965649 0.11767357029020786 0.61079068761318922 0.13788931141607463 0.14045237074606121 0.094765995396301039 1.4718158348696304 leaf_count=11 30 11 3 13 43 15 41 20 404 22 58 29 26 14 17 5 38 10 11 34 3 16 5 7 4 15 18 7 13 81 internal_value=2.94648e-11 0.00021335 0.0145467 -0.000184263 -0.0117764 0.00522468 0.00045824 0.00320297 -0.00203558 -0.00105255 0.00729922 -0.00408805 -0.0025655 0.00474236 0.0023656 0.00359112 0.000337425 0.00396672 -0.0186654 0.000508168 -0.0103649 0.00274728 -0.0105124 0.0164582 -0.00533794 0.0159503 -0.00130729 -0.0183906 0.00658888 0.00890847 internal_weight=13.9865 13.8898 0.374908 13.5149 0.709736 0.381419 12.8051 6.09589 6.70922 6.48964 1.72994 4.7597 4.51074 5.69024 4.73056 4.56713 3.61534 3.03558 0.579759 2.57057 0.921972 0.574166 0.389531 0.959679 0.254136 0.951782 0.340991 0.405654 1.6486 1.55384 internal_count=1024 994 14 980 69 26 911 331 580 539 80 459 430 304 279 262 224 175 49 165 58 24 21 25 11 38 23 27 107 94 is_linear=0 shrinkage=0.03 Tree=104 num_leaves=31 num_cat=0 split_feature=11 9 1 14 15 15 10 15 3 3 14 3 15 7 3 3 3 6 6 6 6 3 6 6 3 7 7 15 15 1 split_gain=0.100093 0.216678 0.220886 0.167022 0.162589 0.220924 0.158939 0.149076 0.1557 0.314397 0.206359 0.430499 0.163177 0.182734 0.132686 0.28719 0.16637 0.173145 0.211264 0.169982 0.167794 0.150136 0.124667 0.218955 0.122198 0.20853 0.116819 0.183124 0.175471 0.155396 threshold=0.41363211386884169 0.93160714667755118 1.0000000180025095e-35 20.601851851851858 36.926230142482041 43.244333204858485 0.9999949408586376 43.46706814429325 0.1372605161330652 0.46906387144662093 36.237373737373744 0.56079672409780368 62.496766859970684 0.452272723875 0.75603007065444527 0.46744381648193239 0.40570666712679937 0.9983615571453025 0.99346716380928057 0.74795752427060103 0.6207777045029309 0.96300119801132034 0.42708859797773047 0.99999725812554507 0.16795132874883173 0.23076923615384623 0.49999999625000008 72.247640255897025 75.121240477873911 0.324561403508772 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=3 2 24 -1 -4 -6 14 -7 12 -10 -11 -12 13 -9 15 16 17 18 19 20 -3 -16 -23 -24 -2 -26 27 29 -28 -5 right_child=1 6 4 26 5 7 -8 8 9 10 11 -13 -14 -15 21 -17 -18 -19 -20 -21 -22 22 23 -25 25 -27 28 -29 -30 -31 leaf_value=-0.031361176477853338 0.016690503228932098 -0.030998254838808637 0.0082084479215606843 -0.018472858078220647 -0.030753659594426292 0.027553148482271469 -0.03126771419245386 -0.030647717409799942 -0.0310375203343826 0.014387530516513328 0.011841848617575789 -0.031791191878321058 -0.032001907383996497 0.014494956975753863 0.024926862800201007 -0.031318053739241049 0.02814267486076856 -0.032217968852155887 0.022769524223053096 -0.031856267350847879 0.022691855727029222 0.025176547710358925 -0.032598979685675558 0.017243052537420266 0.015026105902478357 -0.032248679645625666 0.0075960416537183689 0.019048528653470589 -0.019163463841769431 -7.2569454092977212e-05 leaf_weight=0.12781033990904678 0.5019912200514226 0.074227291392163108 0.40048991271760348 0.59392725769430432 0.48312627378618378 0.098265748471021985 0.10671451489906747 0.095305939670652484 0.67543833050876845 0.33911038050428011 0.35224683454725891 0.48195944755570963 0.11038369557354599 0.52667977474629879 0.55240347888320662 0.22024994622915972 0.24262439250014722 0.12763321399688721 0.34927345812320709 0.17088187509216368 0.17805502330884337 0.14110387302935123 0.16548903379589319 0.15235058218240738 0.18324959848541766 0.15500943898223341 4.0923855107976124 0.31286879652179767 0.23310471279546607 1.3565901057445442 leaf_count=16 20 12 21 60 138 2 17 24 122 19 24 63 15 22 12 29 6 9 6 18 5 3 11 4 8 15 172 11 16 124 internal_value=5.53362e-11 -0.00254207 -0.00653716 0.00260549 -0.00980014 -0.0120807 0.00454836 -0.00871372 -0.0100944 -0.014732 -0.0053454 -0.013367 0.0016123 0.00757781 0.00615815 4.90343e-05 0.00609492 0.000151689 0.00550027 -0.00875352 0.00689498 0.0143911 0.00170985 -0.00870812 0.00729921 -0.00663788 0.00326437 -0.00225781 0.00615395 -0.00567541 internal_weight=13.601 6.88426 4.40326 6.71669 3.56301 3.16252 2.48101 2.67939 2.58112 1.84875 1.17332 0.834206 0.732369 0.621986 2.37429 1.36295 1.1427 0.900071 0.772438 0.423164 0.252282 1.01135 0.458943 0.31784 0.84025 0.338259 6.58888 2.26339 4.32549 1.95052 internal_count=1024 625 493 399 450 429 132 291 289 228 106 87 61 46 115 85 56 50 41 35 17 30 18 15 43 23 383 195 188 184 is_linear=0 shrinkage=0.03 Tree=105 num_leaves=31 num_cat=0 split_feature=17 7 17 17 15 7 11 14 9 1 14 14 16 7 10 10 14 17 17 6 7 10 19 19 16 6 11 11 19 15 split_gain=0.100191 0.14253 0.128579 0.0967566 0.250444 0.129429 0.105094 0.243801 0.191748 0.1997 0.176196 0.294003 0.164898 0.202883 0.300532 0.208121 0.341398 0.181694 0.18952 0.170753 0.155015 0.150109 0.145454 0.149201 0.141896 0.145295 0.133608 0.170206 0.186381 0.143701 threshold=3.6511404627855728 0.66666666333333346 1.0000000180025095e-35 25.923643148104102 44.800764537007758 0.42166666550000004 0.41363211386884169 22.474747474747478 0.93160714667755118 1.0000000180025095e-35 28.474903474903478 35.63492063492064 32.151675802657756 0.85714286928571448 0.99976530832476895 0.99989183949596561 41.447368421052637 49.997939526889276 58.897539295194612 0.99918662710807493 0.18898809953125004 0.9999949408586376 48.00380149832209 49.939409432043142 27.777777722222222 0.8583276215741823 0.9347840739207719 0.96895425254766865 53.200192576622285 44.171470566912113 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -2 7 -5 9 -8 -9 22 17 -14 -15 -16 -17 -13 19 -19 24 26 -12 -24 25 -11 -10 -28 -29 -30 right_child=3 -3 -4 6 -6 -7 8 10 21 20 11 12 13 14 15 16 -18 18 -20 -21 -22 -23 23 -25 -26 -27 27 28 29 -31 leaf_value=-0.032890115526885047 -0.031161269763609334 0.031651229377668129 0.026448820525673419 -0.032550089254071199 -0.031459415135598502 0.013964317910570727 0.0070913424570790808 0.020785012026809185 0.012905354240279028 0.019292643234193368 -0.03183333395904514 -0.031808971162348043 0.011281680221052422 -0.032493601368783528 0.031545522663976568 0.031844154108661996 -0.032603454825591419 0.01979988470856997 -0.030747399769994313 -0.031001618346972286 -0.0061325641863890796 -0.03122008986323753 0.021174452416409396 -0.031840768063381444 -0.030727333835006903 -0.030475002414646377 -0.032754037708923323 -0.031424346210072777 0.020407583430882992 -0.0046363391195480821 leaf_weight=0.078261480899528446 0.070902626495807364 0.20717281103134155 0.056657999288290739 0.16659661801531722 0.30745977105107158 0.29608674184419215 0.81614678446203459 0.52664515445940185 1.1985797327943153 0.12561488559003953 0.31114195543341328 0.20565232087392349 2.8978629230987285 0.25739020807668556 0.19579675979912281 0.11998270452022552 0.19292338471859694 0.34580647014081478 0.12739639513893053 0.071933560073375702 2.682567669718992 0.10187626664992411 0.12464350392110646 0.077471544034779072 0.49572916340548545 0.091074569092597812 0.13796693063341059 0.12374897208064795 0.41815999615937471 0.4068132855463773 leaf_count=9 12 3 2 16 43 14 43 12 49 8 32 25 129 21 3 1 14 14 31 18 268 17 5 7 129 34 9 18 9 29 internal_value=-1.79161e-10 0.0160243 -0.00797136 -0.000425143 -0.0114868 0.00524602 0.000185399 0.00319967 -0.00238253 -0.00623299 0.00429154 0.00252892 0.0050274 0.00765198 -0.00607791 0.00728773 -0.00789125 -0.00778092 0.00128365 0.011052 -0.00943612 0.00441 -0.0189616 0.000853496 -0.0218755 -0.0016247 0.00599838 -0.00161978 0.00290789 0.00805785 internal_weight=13.2361 0.342092 0.134919 12.894 0.674449 0.366989 12.2195 5.62124 6.59828 4.21113 5.45465 4.928 4.41474 3.66396 0.766093 0.508703 0.312906 0.750789 0.545136 0.41774 3.39499 2.38715 0.513257 0.202115 0.712419 0.216689 2.28527 1.08669 0.948722 0.824973 internal_count=1024 14 11 1010 69 26 941 328 613 482 312 300 256 168 39 18 15 88 63 32 439 131 44 12 171 42 114 65 56 38 is_linear=0 shrinkage=0.03 Tree=106 num_leaves=31 num_cat=0 split_feature=17 7 17 17 19 16 11 14 9 1 14 14 7 16 7 10 10 14 17 6 11 1 10 19 19 6 3 2 16 6 split_gain=0.0972616 0.134809 0.121504 0.0903554 0.194027 0.246697 0.0960034 0.229912 0.180025 0.187532 0.158257 0.280457 0.152553 0.152147 0.193382 0.28062 0.201744 0.3242 0.171965 0.178923 0.177394 0.206567 0.142039 0.136529 0.140149 0.134555 0.252478 0.166328 0.134184 0.135964 threshold=3.6511404627855728 0.66666666333333346 1.0000000180025095e-35 25.923643148104102 35.028787228769609 57.597402400000014 0.41363211386884169 22.474747474747478 0.93160714667755118 1.0000000180025095e-35 28.474903474903478 35.63492063492064 0.18898809953125004 32.151675802657756 0.85714286928571448 0.99976530832476895 0.99989183949596561 41.447368421052637 49.997939526889276 0.99820421038510987 0.12571081022335107 0.13809523809523813 0.9999949408586376 48.00380149832209 49.939409432043142 0.99805384706694611 0.2609929831223966 0.49074074074074076 27.777777722222222 0.8583276215741823 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -6 7 -5 9 -8 -9 23 28 18 25 -16 -17 -18 -13 20 -20 -22 -10 -12 -25 -15 -27 -28 29 -11 right_child=3 -3 -4 6 5 -7 8 10 22 12 11 13 -14 14 15 16 17 -19 19 -21 21 -23 -24 24 -26 26 27 -29 -30 -31 leaf_value=-0.032764011276893157 0.026370334290783431 0.031624894380171728 0.026107320603224196 -0.0324249685761578 -0.03139212829297211 0.012678471538344558 0.0069251890253079033 0.020121224810028013 0.0059215196188932397 0.018817348676397783 -0.031759908366636398 -0.031723069552495833 -0.0059470649053301695 0.014245954461424126 -0.03239461535957542 0.03147801408074212 0.031731500698988502 -0.03249194099122632 0.031172805830781799 -0.030833639218389813 0.031377627464199177 -0.03092688941586836 -0.031174157400200977 0.020605989872570458 -0.031765836635376181 0.02093182490652002 0.02038119742794876 -0.031631774863369932 -0.030697625465988278 -0.030453542175040364 leaf_weight=0.074236943386495891 0.10361507697962125 0.19886970147490501 0.054874672088772058 0.15912143443710913 0.38734123192261904 0.16218076134100556 0.80582252726890136 0.50647461833432306 2.2289715817896654 0.12075398419983718 0.29725225246511389 0.19463214534334827 2.6449779832619242 2.2847283564042309 0.24577111401595164 0.18612003140151501 0.11362051218748093 0.18744290946051478 0.19758589938282967 0.12037719204090536 0.074784360826015472 0.1331835703458637 0.096937207505106815 0.12015060009434819 0.074503184296190739 0.24085583968553681 0.071540812961757183 0.24424076324794441 0.47294553177198395 0.086524291196838021 leaf_count=9 4 3 2 16 58 7 43 12 114 8 32 25 268 84 21 3 1 14 3 34 1 25 17 5 7 11 2 32 129 34 internal_value=-7.70808e-11 0.0161276 -0.00774268 -0.000421061 -0.0112854 -0.0183855 0.000174765 0.00310594 -0.00230038 -0.00605912 0.00417403 0.00248671 -0.00920572 0.00494424 0.00747946 -0.00625961 0.00692481 -0.00825419 -0.00763165 0.0012839 0.0108171 -0.00852246 0.00437548 -0.0189702 0.000560822 0.0110236 -0.00220274 -0.0198482 -0.0218766 -0.00174983 internal_weight=12.8904 0.327981 0.129112 12.5625 0.653137 0.549522 11.9093 5.45239 6.45693 4.13102 5.29326 4.78679 3.3252 4.29488 3.57432 0.732955 0.487183 0.301063 0.720563 0.525931 0.405554 0.207968 2.32591 0.491906 0.194654 2.84137 0.556637 0.315782 0.680224 0.207278 internal_count=1024 14 11 1010 69 65 941 328 613 482 312 300 439 256 168 39 18 15 88 63 29 26 131 44 12 129 45 34 171 42 is_linear=0 shrinkage=0.03 Tree=107 num_leaves=31 num_cat=0 split_feature=14 1 1 7 14 6 17 14 11 19 15 1 17 14 6 2 17 15 19 19 6 15 14 15 3 3 3 14 11 7 split_gain=0.0893649 0.0808536 0.28862 0.166143 0.230288 0.159997 0.152028 0.132781 0.128441 0.123789 0.120931 0.235448 0.16447 0.149285 0.185252 0.183655 0.355288 0.288795 0.171568 0.380033 0.201096 0.163104 0.212665 0.191324 0.227954 0.211621 0.252138 0.249145 0.17131 0.153859 threshold=67.592592592592595 0.8257575757575758 0.75961538461538469 0.25000000187500004 45.534290271132384 0.36592304316571911 35.745482008411699 49.005847953216382 0.34305841776474361 44.299449601148773 40.556266867261066 0.25657894736842113 3.6511404627855728 22.474747474747478 0.47578412449695873 0.41641641641641647 44.503010927827496 44.531201388720469 48.195990100219682 55.700820383401258 0.19674811970369729 61.821807432354881 54.235485485485491 43.89540657800692 0.24460414278169243 0.49979292638972167 0.50727176031642462 37.339743589743598 0.040897340993512242 0.11805555531249991 decision_type=2 2 2 2 2 2 2 2 2 2 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 8 -6 9 -5 -7 11 -1 -12 14 -14 18 17 -17 -15 20 -20 22 23 24 28 -25 -27 -28 -18 -29 right_child=-2 3 -4 5 6 7 -8 -9 -10 -11 12 -13 13 15 -16 16 21 -19 19 -21 -22 -23 -24 25 -26 26 27 29 -30 -31 leaf_value=0.002958558206921493 -0.030556748697068207 0.016693850152184671 -0.03122723126880687 0.0062230521562031023 0.017057469683800446 0.02341025265875139 -0.027335762683619952 0.013356438758788421 -0.031757501487640866 -0.031818384842951561 0.027702560130152199 -0.02449855427492623 0.0083760873214129387 0.014709662585385036 -0.031830388200691333 0.014757221262804224 0.031689207658190319 -0.031716979485878816 0.021759617206219557 0.017868874752725639 -0.031412860112137182 0.007971863208930216 -0.031107478116831157 -0.022975036071058573 0.026021850799165681 0.029004439127398907 0.015782724465184778 0.0018497399863500136 -0.031152286965184985 -0.03160695062063474 leaf_weight=0.62337172392289708 0.085550695250277253 0.22730793012306039 0.27936480118660334 0.17094432841986451 0.083608459332026541 0.053393511101603841 0.40933349373517558 1.9368127100169656 0.15085114573594183 0.11561555438674986 0.2030148257035761 0.51188904891023412 0.16572731162887056 1.4404862800147387 0.27308413747232407 0.15387595392530773 0.054310437291861358 0.5521602010121569 0.077943331561982521 0.42854091245681047 0.35818589071277529 1.8859082902781663 0.23244659020565439 0.48249563819263119 0.41125977761112154 0.22718058992177226 0.28624719963409007 0.19860717531992123 0.13887433579657227 0.32803297636564821 leaf_count=44 30 8 49 6 6 3 75 78 18 13 6 98 10 66 43 12 1 77 2 14 57 90 40 71 8 4 12 16 26 41 internal_value=-3.71615e-11 0.000209789 -0.00119516 0.00436634 -0.00828692 0.00812044 -0.0198062 0.0111311 -0.0115815 -0.0143705 -0.000266418 -0.00942185 0.00104952 0.000346378 -0.0166455 0.00137389 -0.00188255 -0.0215882 0.00836862 -0.00219515 -0.0219101 0.00139466 -0.0038625 -0.000885073 0.013395 -0.00655414 0.00106364 -0.00674508 -0.0134855 -0.0189897 internal_weight=12.5464 12.4609 9.31301 3.14787 0.72025 2.42762 0.492942 2.10582 0.321795 0.169009 9.03364 1.13526 7.89838 7.69537 0.438811 7.25656 4.9514 0.706036 2.30516 0.86467 0.436129 4.24536 2.35945 2.12701 0.604445 1.52256 1.04007 0.812887 0.193185 0.52664 internal_count=1024 994 787 207 89 118 81 94 24 16 738 142 596 590 53 537 398 89 139 73 59 309 219 179 35 144 73 69 27 57 is_linear=0 shrinkage=0.03 Tree=108 num_leaves=31 num_cat=0 split_feature=17 7 17 14 14 7 14 6 11 14 7 6 17 11 1 14 7 7 1 11 1 17 6 15 15 15 7 14 3 3 split_gain=0.0876109 0.12272 0.112529 0.0825106 0.100436 0.287941 0.212465 0.145742 0.344879 0.273801 0.185295 0.18622 0.170033 0.257757 0.163383 0.263637 0.145439 0.262319 0.176757 0.150809 0.221155 0.236518 0.145366 0.14253 0.135614 0.149694 0.223398 0.196112 0.12848 0.123935 threshold=3.6511404627855728 0.66666666333333346 1.0000000180025095e-35 67.592592592592595 60.858585858585869 0.15192307962500004 57.359307359307373 0.90314020540061968 0.11203913260129782 22.474747474747478 0.74074074166666681 0.87035768472432784 72.668319985788443 0.73678840970239012 0.29285714285714293 41.447368421052637 0.49999999625000008 0.1818181733884297 0.080128205128205135 0.082012485844444274 0.70714285714285718 49.992567413100154 0.35674176642190103 72.632889488571763 62.532536908280342 47.452404832666417 0.056277783793160001 44.590643274853811 0.1372605161330652 0.093961866410014236 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 6 -6 7 8 -2 -9 11 -10 16 14 15 -14 17 -11 -18 20 21 -20 28 -8 25 26 27 -15 -7 -24 right_child=3 -3 -4 -5 5 22 23 9 10 12 -12 -13 13 24 -16 -17 18 -19 19 -21 -22 -23 29 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.032584070796519024 -0.032147769565840978 0.031523372186216592 0.025716947701621213 -0.030533191965746172 -0.030988250066868901 0.018357240603830059 -0.031792531487455346 -0.031267202497905322 0.0019155385609277446 0.0065322985534087916 -0.026144987288309701 -0.03115587794360488 -0.031005633690078544 -0.031095289266519929 -0.030936096766761758 0.024889884669960633 -0.031321983714954531 -0.031349642766094338 0.0088859936977820179 0.021449197813042692 0.024668318959661036 -0.032686014177934673 -0.013014681707579389 0.019021491641569473 -0.031459259879202846 0.012095815299351578 -0.031781394590324787 0.02581677361904498 -0.031769250550240158 0.014193137849112412 leaf_weight=0.069043941097334804 0.38622933544683524 0.18177811801433563 0.052415257785469294 0.081260385399219426 0.17739597486797842 0.06928167154546816 0.31326307897688899 0.20987630344461639 2.7429532863898212 0.83507639926392607 0.26482553139794607 0.16230431711301196 0.14387127861846272 0.075780784594826289 0.38302183378254995 0.16085208463482559 0.078622337896377181 0.204878477496095 0.31697824248112771 1.1753759316634385 0.31296095903962851 0.20144728617742658 0.16615842143073667 0.059043681249022484 0.092007029452361055 1.0977761374088002 0.20388725737575442 0.19398141955025494 0.13706056878436357 1.6172683241311459 leaf_count=9 39 3 2 30 44 5 50 40 218 63 32 28 26 19 92 6 9 34 13 42 7 14 19 2 13 53 28 6 15 63 internal_value=-1.03913e-10 0.0159231 -0.00742449 -0.000407006 -0.000199229 0.00563498 -0.00151422 -0.000619186 -0.00538276 0.00235999 -0.00212182 6.798e-05 0.00364868 -0.00244587 -0.0178939 -0.00150048 0.00823358 -0.000930712 0.0128037 0.0145325 0.00475396 -0.00726786 0.00890009 -0.023734 0.0039411 0.00601379 -0.0080825 0.00982921 -0.0149387 0.0116582 internal_weight=12.1667 0.303237 0.121459 11.8634 11.7822 2.16716 9.61501 9.24271 3.55631 5.68639 3.17008 2.90526 5.47652 2.35118 0.687745 0.304723 3.12534 1.03995 2.08538 2.00676 0.831386 0.518426 1.98977 0.372307 1.66343 1.57143 0.473649 0.269762 0.206342 1.78343 internal_count=1024 14 11 1010 980 146 834 782 317 465 278 246 425 243 124 32 182 97 85 76 34 27 102 52 119 106 53 25 20 82 is_linear=0 shrinkage=0.03 Tree=109 num_leaves=31 num_cat=0 split_feature=19 17 19 17 16 14 6 11 9 3 14 11 3 19 1 14 14 10 11 17 14 6 11 6 16 7 10 10 14 17 split_gain=0.0916843 0.161685 0.0908796 0.163162 0.22105 0.136246 0.17383 0.100722 0.202449 0.16205 0.250682 0.206706 0.263285 0.150408 0.218928 0.136109 0.237916 0.134775 0.134922 0.150019 0.168736 0.159884 0.136809 0.193132 0.132248 0.174569 0.250602 0.177881 0.289188 0.154879 threshold=34.456932345825514 3.6511404627855728 35.198197531872673 25.923643148104102 57.597402400000014 22.474747474747478 0.47578412449695873 0.41363211386884169 0.93160714667755118 0.09706849301957339 35.750035750035757 0.49999999802631584 0.66655724980818831 55.700820383401258 0.26969696969696977 28.474903474903478 35.63492063492064 0.9999949408586376 0.9347840739207719 98.119103773584911 56.808236808236813 0.9983615571453025 0.83745046729689798 0.96324453565461976 32.151675802657756 0.85714286928571448 0.99976530832476895 0.99989183949596561 41.447368421052637 49.997939526889276 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 4 -4 6 -5 15 9 13 11 -11 -13 14 -9 -7 -17 18 22 20 -20 -21 23 -10 29 -26 -27 -28 -29 -18 right_child=1 2 3 5 -6 7 -8 8 17 10 -12 12 -14 -15 -16 16 24 -19 19 21 -22 -23 -24 -25 25 26 27 28 -30 -31 leaf_value=-0.031344768446673943 0.024193149208587564 0.01758391451354013 -0.031281348876016885 0.0082544794600617512 0.012552327422411915 0.019451490009128346 -0.031628024948981592 0.0099644264275654138 -0.031405743294627649 0.023520831820133366 -0.017602980116628801 -0.031155218000508703 0.015646010579370692 0.015725443873380963 -0.024489275442161632 -0.018693014129014609 -0.031604931448080638 -0.031135852676419006 -0.031653134606789875 0.02354864874015649 0.0039045996365078173 -0.013890710542124133 0.023706092045741142 0.014317968089921503 0.010581092269826719 -0.032280413316136812 0.031335807355255513 0.031618263815052915 -0.032276621866506275 0.0012266894060027412 leaf_weight=0.083393198437989535 0.24790596030652423 0.25030533876269956 0.33469325723126431 0.15731930430047114 0.14992327871732414 0.4595452065113913 0.26242503023240715 0.34994979575276397 0.11650347453542076 0.28585175191983614 1.6005432605743406 0.23191894550109282 0.20276406453922391 0.47465347783872858 0.31575054762652144 0.43768514995463181 0.17755952384322915 0.086708044866099843 0.22628003312274803 0.30943750264123082 0.25599368149414659 0.15362228010781109 0.60717764496803284 0.29032663651742041 2.6077789551927713 0.22630667337216426 0.16374869830906391 0.10217597335577011 0.16952490992844105 0.47593638632679358 leaf_count=15 5 9 56 8 7 12 46 22 14 10 252 45 13 22 86 43 25 16 30 8 11 11 16 11 129 21 3 1 14 63 internal_value=-7.95239e-11 0.000222836 -0.000294684 -0.000693106 -0.0177208 7.46906e-05 -0.0166801 0.000755647 -0.00201601 -0.00643815 -0.010988 0.00370618 -0.00932412 0.00282253 -0.00637742 0.00392246 0.00228596 0.00546521 0.00708494 -0.00106841 -0.0127789 0.011128 0.0146861 0.00122412 0.00462654 0.00708908 -0.00667185 0.00663712 -0.00824828 -0.0076939 internal_weight=11.8137 11.7303 11.4824 11.2321 0.484617 10.7475 0.419744 10.3277 5.50748 3.46143 2.32108 0.720535 0.434683 1.14035 0.6657 4.82026 4.36072 2.04605 1.95934 0.945333 0.482274 0.46306 1.01401 0.40683 3.92303 3.26954 0.661756 0.43545 0.271701 0.653496 internal_count=1024 1009 1004 995 63 932 54 878 567 450 320 68 58 130 108 311 299 117 101 60 41 19 41 25 256 168 39 18 15 88 is_linear=0 shrinkage=0.03 Tree=110 num_leaves=31 num_cat=0 split_feature=19 19 11 11 11 15 19 7 10 14 15 19 11 10 15 15 1 3 19 15 2 16 16 16 3 11 11 10 7 6 split_gain=0.086982 0.12951 0.0887618 0.170173 0.136801 0.145283 0.190518 0.203464 0.207923 0.17763 0.133843 0.164445 0.131884 0.257516 0.126269 0.305416 0.177641 0.158045 0.121343 0.173254 0.250839 0.109321 0.128844 0.315429 0.182283 0.136664 0.151204 0.135298 0.307764 0.221483 threshold=34.456932345825514 35.198197531872673 0.2011598542787488 0.23096553144836274 0.18537525602968116 60.748825974644717 48.400558795493097 0.58337246973150669 0.99998602282094473 64.863547758284611 75.121240477873911 58.068303178409323 0.014456316437946886 0.9999949408586376 42.792725961009403 36.926230142482041 0.8377192982456142 0.11689353410358329 54.900677582907242 62.406453114742256 0.49074074074074076 23.472222083333339 40.000000200000009 46.045140963052802 0.76119045293467036 0.59563704038758469 0.78028244585457607 0.95352381100324624 0.46966911707031261 0.56777378262287082 decision_type=2 2 2 2 2 2 2 2 2 2 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 8 9 -3 18 -12 13 -9 15 -5 -17 -18 19 -7 -21 -16 24 -24 25 -23 -27 28 -25 -30 right_child=1 2 3 14 -6 10 -8 12 -10 -11 11 -13 -14 -15 21 16 17 -19 -20 20 -22 22 23 27 -26 26 -28 -29 29 -31 leaf_value=-0.031289270308307339 0.019728226948111695 -0.031577225569860583 -0.031421465151610171 0.0095913182356768337 0.02211534854871695 0.022646027324313579 -0.025033232184294821 -0.032298089275812437 0.01576333592252881 0.021550305774299811 -0.032375179565528794 0.021568330883611875 0.02128118252576244 0.031512797237661233 -0.03081793899911308 -0.030868335685613302 0.01454208643606318 -0.031715128366951388 0.025512800618321303 0.010869972178035791 -0.03185874714499104 0.01463194863545327 -0.031219583646454559 0.008569921321228335 -0.031296129302915393 -0.030708113590080275 0.0068115268306452028 0.0058890937895471817 -0.0045558916946657419 -0.031694504407706998 leaf_weight=0.079408055171371283 0.2981988952960809 0.36178297275910043 0.17417711485177267 0.46401916060131021 0.32814992149360467 0.33628389239311196 0.32480705308262248 0.14013322303071618 0.17222740850411355 0.067152653587982059 0.14220598759129632 0.079180457862094045 0.45279947016388178 0.09585203230381012 0.099556180415674933 0.54476887016789988 0.18785053014289588 0.10288464475888759 0.4152896940940991 0.33568963222205639 0.19575910060666502 1.3083940671640446 0.30896803981158871 0.8286566354800019 0.10343726736027736 0.13751797808799882 0.32544077868806198 1.9377518367255104 0.66938302281778284 0.45435998926404864 leaf_count=15 10 58 25 28 12 8 35 11 12 3 12 5 10 1 27 146 21 20 10 12 21 88 56 48 21 38 28 131 58 54 internal_value=-8.85894e-11 0.000218089 -0.000306307 -0.00210796 0.00369029 0.00175189 -0.00449752 0.000673341 -0.01208 -0.0232598 0.0084597 -0.0130819 0.0118043 -0.00637951 -0.00142473 -0.00992427 -0.0207628 -0.0018273 0.0121767 0.00579417 -0.00486915 0.000364431 0.000875535 -0.00204402 0.0074147 0.0096752 -0.00433336 0.000273196 -0.00530057 -0.0155288 internal_weight=11.4721 11.3927 11.0945 7.64717 3.44731 3.11916 1.61475 1.28995 0.601163 0.428936 1.50441 0.221386 0.688785 0.235985 7.47299 1.29952 0.835504 0.290735 1.28302 0.867733 0.531449 6.17347 6.07391 4.19912 1.87479 1.77135 0.462959 3.89015 1.9524 1.12374 internal_count=1024 1009 999 789 210 198 130 95 73 61 68 17 22 12 764 215 187 41 51 41 33 549 522 347 175 154 66 291 160 112 is_linear=0 shrinkage=0.03 Tree=111 num_leaves=31 num_cat=0 split_feature=17 7 17 14 14 7 14 6 15 17 14 9 15 17 14 1 11 11 1 1 19 9 7 17 11 3 7 14 11 9 split_gain=0.0809105 0.103614 0.100703 0.0756235 0.0897643 0.257355 0.188211 0.129212 0.127143 0.122409 0.256042 0.335187 0.169642 0.167768 0.145033 0.139881 0.124248 0.184418 0.138483 0.163497 0.121838 0.116831 0.19928 0.181622 0.280614 0.114009 0.11026 0.10595 0.122413 0.101407 threshold=3.6511404627855728 0.66666666333333346 1.0000000180025095e-35 67.592592592592595 60.858585858585869 0.15192307962500004 57.359307359307373 0.35674176642190103 72.632889488571763 48.719291135760791 37.339743589743598 0.93160714667755118 84.709773389544637 62.355391892788951 23.571428571428573 0.88194444444444453 0.35805860966731079 0.40551276709632517 1.0000000180025095e-35 0.20526315789473684 61.365741892614672 0.97368421000000016 0.98850573344827619 49.995301529503166 0.5715601859572651 0.1372605161330652 0.21387659657296884 35.136452241715411 0.15767089996659242 0.7453703714583334 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 6 -6 9 25 -8 10 26 12 -12 -11 -15 16 -16 -18 -19 -20 29 22 23 -9 -25 -7 -2 28 -28 -21 right_child=3 -3 -4 -5 5 7 8 21 -10 13 11 -13 -14 14 15 -17 17 18 19 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.032361988702159533 -0.030965853957767946 0.031424027431341157 0.025742500049665197 -0.030493713924881385 -0.030922045814354093 0.017877440697613312 -0.031641800274960351 0.024102903061142385 0.018035735949390067 0.0064134799455387373 -0.031400114129309903 0.027553509829996423 0.031712748776373777 -0.030850558998504109 -0.030966392936126356 -0.031261976443674358 0.019981191499761776 0.010867063228948391 -0.030999688367399397 -0.007152961739300889 -0.031592227692888795 0.024477161673200382 -0.032305460042443335 -0.03163781745802912 0.012845416013166921 -0.031627861504245722 -0.032035918596809695 0.020179211145325771 0.0047125626467569952 0.0067953043285703448 leaf_weight=0.060201425221749427 0.079218390863381449 0.1618068553507328 0.048450002912431955 0.074654761992861363 0.16012751543894488 0.063254423788748571 0.2819082222995356 0.48337064147926845 0.055495551787316799 3.0564660649979487 0.66105676849838346 0.11480930307880044 0.040689334273338318 0.16223685781005803 0.11696350586135018 0.13947534130420525 0.38530373189132694 0.58389733219519291 0.20607913890853558 1.076272629783489 0.12547450978308905 0.44870721595361818 0.1081806938163935 0.18261632928624749 0.4238943203818053 0.12382971902843565 0.098817003890872002 0.30733799329027534 0.46774018788710237 0.83153431874234218 leaf_count=9 13 3 2 30 44 5 50 18 2 175 115 4 1 41 24 25 22 30 42 173 18 12 9 22 21 15 8 10 27 54 internal_value=2.05533e-11 0.0162081 -0.00645195 -0.000403669 -0.000195378 0.00555135 -0.00149889 0.00873612 -0.0234709 -0.000621908 -0.00763767 -0.0199662 -0.0277406 0.00123568 -0.00312735 -0.00182931 -0.000594877 0.000512273 -0.00214474 -0.00553748 -0.00295681 0.0114202 0.00652998 0.0103848 -0.00054819 -0.0148898 0.00292445 0.0059966 -0.00169698 -0.00107349 internal_weight=11.1299 0.270458 0.108651 10.8594 10.7848 1.99398 8.79078 1.83385 0.337404 8.45337 1.76967 0.816555 0.701746 6.6837 3.62724 3.465 3.32553 3.20856 2.82326 2.23936 2.03328 1.64677 1.19806 1.08988 0.606511 0.187084 0.953114 0.873895 0.566557 1.90781 internal_count=1024 14 11 1010 980 146 834 102 52 782 178 120 116 604 429 388 363 339 317 287 245 82 70 61 43 20 58 45 35 227 is_linear=0 shrinkage=0.03 Tree=112 num_leaves=31 num_cat=0 split_feature=17 7 17 14 14 7 14 6 15 6 11 14 7 6 17 11 1 14 7 7 9 1 11 1 17 14 15 15 7 14 split_gain=0.0766264 0.0979939 0.0957636 0.0722551 0.0876793 0.245743 0.178126 0.12264 0.118429 0.117536 0.298083 0.228903 0.158264 0.163355 0.128122 0.21802 0.149162 0.232985 0.125493 0.222761 0.163529 0.149722 0.130147 0.178124 0.209873 0.119618 0.113186 0.119182 0.174507 0.174531 threshold=3.6511404627855728 0.66666666333333346 1.0000000180025095e-35 67.592592592592595 60.858585858585869 0.15192307962500004 57.359307359307373 0.35674176642190103 72.632889488571763 0.90314020540061968 0.11203913260129782 22.474747474747478 0.74074074166666681 0.87035768472432784 72.668319985788443 0.73678840970239012 0.29285714285714293 41.447368421052637 0.49999999625000008 0.1818181733884297 0.37581169000000009 0.080128205128205135 0.082012485844444274 0.70714285714285718 49.992567413100154 51.967592592592602 63.052914818716417 47.452404832666417 0.056277783793160001 44.590643274853811 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 6 -6 9 -7 -8 10 -2 -11 13 -12 18 16 17 -16 19 20 -13 -20 23 24 -23 26 27 28 29 -17 right_child=3 -3 -4 -5 5 7 8 -9 -10 11 12 14 -14 -15 15 25 -18 -19 21 -21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.03227287461200809 -0.031898396626748891 0.031382868688246905 0.025396352771511498 -0.030474867695254315 -0.030887631718749198 -0.014783885831577309 -0.031571696794065976 0.011438158039477057 0.017249363929908657 -0.031092842263082718 0.0019076380165131241 0.011078298519795887 -0.025638387984420818 -0.031060471380049502 -0.030908069966662243 -0.030988312344061606 -0.030837933311574625 0.024654162012668131 -0.031177997796867054 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0.0161405 -0.00625137 -0.000394496 -0.000190015 0.00561511 -0.0014845 0.0087796 -0.0234071 -0.000632831 -0.00514398 0.00220424 -0.00200173 0.000108461 0.00342359 -0.00217699 -0.0173501 -0.000931278 0.00762981 -0.00129882 0.00582518 0.0121549 0.0138311 0.00417341 -0.00702977 0.0039827 0.00603118 0.00795995 -0.00614436 0.00985699 internal_weight=10.8308 0.258404 0.104657 10.5724 10.501 1.91467 8.58634 1.76193 0.321096 8.26525 3.19113 5.07412 2.85573 2.62167 4.89487 2.09945 0.606202 0.273397 2.79542 0.940229 0.759466 1.85519 1.7861 0.737372 0.467489 1.49325 1.41112 1.34196 0.384648 0.236404 internal_count=1024 14 11 1010 980 146 834 102 52 782 317 465 278 246 425 243 124 32 182 97 63 85 76 34 27 119 104 94 46 24 is_linear=0 shrinkage=0.03 Tree=113 num_leaves=31 num_cat=0 split_feature=17 7 1 14 14 7 14 15 6 9 7 17 11 17 14 9 15 17 14 1 11 11 1 1 19 3 7 14 11 15 split_gain=0.0745896 0.092072 0.109043 0.0687549 0.0799506 0.230317 0.165426 0.115393 0.112974 0.114914 0.183945 0.16551 0.262196 0.112541 0.243441 0.305011 0.153289 0.147504 0.133318 0.130297 0.117026 0.162087 0.123542 0.152226 0.112028 0.105737 0.101414 0.0985184 0.11137 0.0921498 threshold=3.6511404627855728 0.66666666333333346 0.97368421052631593 67.592592592592595 60.858585858585869 0.15192307962500004 57.359307359307373 72.632889488571763 0.35674176642190103 0.97368421000000016 0.98850573344827619 49.995301529503166 0.5715601859572651 48.719291135760791 37.339743589743598 0.93160714667755118 84.709773389544637 62.355391892788951 23.571428571428573 0.88194444444444453 0.35805860966731079 0.40551276709632517 1.0000000180025095e-35 0.20526315789473684 61.365741892614672 0.1372605161330652 0.21387659657296884 35.136452241715411 0.15767089996659242 70.100727060218972 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 6 -6 13 -8 25 10 11 -10 -13 14 26 16 -16 -15 -19 20 -20 -22 -23 -24 29 -7 -2 28 -28 -25 right_child=3 -3 -4 -5 5 8 7 -9 9 -11 -12 12 -14 17 15 -17 -18 18 19 -21 21 22 23 24 -26 -27 27 -29 -30 -31 leaf_value=-0.032027316604077018 -0.030907199376728794 0.031346278419027061 0.031672006734778893 -0.030454404768647643 -0.030852238434562865 0.017542814118835355 -0.031493858709014617 0.01712279898128281 0.023412787085515759 0.024421060981383361 -0.032207420246917404 -0.031574439775528262 0.012525288221409893 0.0061496137266617125 -0.031313672224865738 0.027123887776327911 0.031591585488629385 -0.030782881852981597 -0.030939697168060658 -0.031184713690140635 0.019455094213469845 0.010612412008877744 -0.030928232168758101 -0.0033722106214133145 -0.031478880174510449 -0.031507673670797709 -0.031883105124849008 0.019854605196541666 0.0043849467055046588 0.017843242044563137 leaf_weight=0.059062814572826805 0.073498821584500496 0.1474522203207016 0.040959067642688751 0.068016265722690927 0.14540089358342889 0.060665445402264484 0.25361933425301764 0.053146765567362309 0.45435815653763689 0.42068118439055968 0.1027954127639531 0.17394461936783046 0.40120782074518502 2.9239838413195685 0.61643157323123887 0.10592082515358925 0.036954369395971298 0.14891300059389356 0.11004151753150004 0.13008236000314344 0.3599637632723901 0.55566084734164212 0.18960682570468668 1.6150421390775589 0.11501796543598164 0.11365647136699408 0.091531519312411547 0.29369480768218637 0.45498247211799026 0.20799027918837953 leaf_count=10 13 3 1 30 44 5 50 2 18 12 9 22 21 175 115 4 1 41 24 25 22 30 42 217 18 15 8 10 27 10 internal_value=-1.08016e-10 0.0162753 -0.00594238 -0.000391922 -0.000191631 0.00540969 -0.00144997 -0.0230711 0.00846214 0.0110326 0.00605848 0.00987929 -0.00081189 -0.000623923 -0.00754685 -0.0201003 -0.0277559 0.00119823 -0.00301984 -0.0017607 -0.000546884 0.000552085 -0.00198373 -0.00527335 -0.00276344 -0.0144377 0.0028853 0.00584136 -0.00168932 -0.000951734 internal_weight=10.5243 0.247474 0.100022 10.2768 10.2088 1.87271 8.33608 0.306766 1.72731 1.55299 1.13231 1.02951 0.575152 8.02932 1.67301 0.759307 0.653386 6.3563 3.43232 3.28341 3.15332 3.04328 2.68332 2.12766 1.93805 0.174322 0.913708 0.840209 0.546514 1.82303 internal_count=1024 14 11 1010 980 146 834 52 102 82 70 61 43 782 178 120 116 604 429 388 363 339 317 287 245 20 58 45 35 227 is_linear=0 shrinkage=0.03 Tree=114 num_leaves=31 num_cat=0 split_feature=17 7 1 14 14 7 14 15 6 11 14 7 6 17 11 1 14 7 7 9 1 11 1 15 14 14 10 1 1 14 split_gain=0.070699 0.0868565 0.104288 0.0657087 0.0740235 0.218283 0.157319 0.107636 0.106897 0.270308 0.208175 0.146533 0.152027 0.108681 0.199409 0.144401 0.217398 0.115618 0.204134 0.149526 0.138373 0.120919 0.160126 0.20129 0.14249 0.110329 0.107194 0.160559 0.171512 0.284763 threshold=3.6511404627855728 0.66666666333333346 0.97368421052631593 67.592592592592595 60.858585858585869 0.15192307962500004 57.359307359307373 72.632889488571763 0.90314020540061968 0.11203913260129782 22.474747474747478 0.74074074166666681 0.87035768472432784 72.668319985788443 0.73678840970239012 0.29285714285714293 41.447368421052637 0.49999999625000008 0.1818181733884297 0.37581169000000009 0.080128205128205135 0.082012485844444274 0.70714285714285718 60.748825974644717 39.141414141414145 51.967592592592602 0.86849033259616892 0.77350427350427353 0.68990384615384626 38.278388278388285 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 6 -6 8 -8 9 -2 -10 12 26 17 15 16 -15 18 19 -12 -19 22 23 -22 -25 -16 27 28 29 -11 right_child=3 -3 -4 -5 5 -7 7 -9 10 11 13 -13 -14 14 25 -17 -18 20 -20 -21 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.031952385852850027 -0.031772465474676305 0.031301468679722007 0.03162723142504642 -0.030436799736620945 -0.030825062847505188 0.0083151968681712055 -0.031431111702933008 0.016346307754361564 -0.031012341322369061 0.0068373732881848413 0.010550081542407117 -0.025295320533489297 -0.031007490871236866 -0.030844200740793387 0.0060369619209483917 -0.030781814932231824 0.024384804125524576 -0.031117902628696428 -0.031171491638933208 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0.0162357 -0.00576562 -0.000382401 -0.000185883 0.00530658 -0.00140521 -0.0230127 -0.000600269 -0.00500108 0.00218524 -0.00201389 5.59747e-05 0.00335951 -0.00192491 -0.0169467 -0.000430184 0.007347 -0.00142093 0.0054756 0.0118328 0.0134895 0.00394901 -0.00686396 0.00912804 0.00405967 0.00180855 0.000298038 0.00234272 -0.000812497 internal_weight=10.2486 0.235833 0.0958536 10.0128 9.94777 1.8072 8.14056 0.292367 7.84819 3.04206 4.80613 2.73669 2.51325 4.64194 1.99632 0.568737 0.259245 2.64562 0.89543 0.726921 1.75019 1.68519 0.699405 0.446211 0.273764 1.42758 2.37903 2.2523 2.11451 1.86076 internal_count=1024 14 11 1010 980 146 834 52 782 317 465 278 246 425 243 124 32 182 97 63 85 76 34 27 12 119 218 214 187 178 is_linear=0 shrinkage=0.03 Tree=115 num_leaves=31 num_cat=0 split_feature=17 7 1 14 19 6 19 11 7 6 15 15 15 15 15 15 14 15 14 19 19 9 19 19 16 19 1 6 10 1 split_gain=0.0682928 0.0819258 0.0986798 0.0626814 0.069937 0.178837 0.129835 0.125744 0.143199 0.160522 0.111088 0.135539 0.11789 0.141758 0.122416 0.12662 0.10163 0.148833 0.187252 0.148694 0.117649 0.102517 0.101409 0.169397 0.187711 0.139408 0.139055 0.163343 0.217616 0.173084 threshold=3.6511404627855728 0.66666666333333346 0.97368421052631593 67.592592592592595 54.843944828764144 0.99997618788042197 53.265269905232039 0.25401201455788713 0.85714286928571448 0.99999725812554507 36.350462776174844 42.792725961009403 62.694508768530831 70.100727060218972 73.124744826552998 87.046275024160749 35.750035750035757 62.456476085410294 61.257309941520482 54.900677582907242 61.365741892614672 0.57346938817784276 52.577670392221044 48.400558795493097 55.514211976670886 51.636264670105319 0.55050505050505061 0.99809818261536731 0.98425434299674475 0.25657894736842113 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 8 -6 -10 -9 -12 16 -14 -15 -16 -13 18 19 -18 21 -20 23 26 -25 -26 27 28 29 -2 right_child=3 -3 -4 -5 7 -7 -8 10 9 -11 11 12 13 14 15 -17 17 -19 20 -21 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.031845445362738568 0.0029464769047774795 0.03126567835507138 0.031564594239691358 -0.030418777978176839 0.025175231361160153 -0.030886676202045566 -0.019604241979713589 0.031088185615085646 -0.032576504421305517 0.021195757472510193 -0.0315900566077362 0.020360978533367838 -0.031644096713969894 0.015671458766615378 -0.031703889145562728 0.026843139620899046 0.026723587015256553 0.01661236206631922 0.0073642214341180755 -0.018283690704349462 0.020662352996711993 -0.031626825078587419 0.013748204049625937 -0.018133545979656347 -0.011288727642069852 0.022644380349474046 0.0098885888499497341 0.012137345538916999 -0.031806431076615863 -0.019375574462781795 leaf_weight=0.053394608665258469 1.3168493380071566 0.13394453376531601 0.037671666592359543 0.062112105719280275 0.42717229807749424 0.18845501611940552 0.32625351822935034 0.10334335640072856 0.099560101050883532 0.10030049737542868 0.12138136790599707 0.29915301455184895 0.19880692451260973 0.20210442808456719 0.14262128993868828 0.043351160595193505 0.073456990998238103 0.43903753347694863 0.17792689928319305 0.65649363677948713 0.3358110161498189 0.092104633804410696 0.43658872309606511 0.91758148727240019 0.21666481561260298 0.21920731413410977 1.3003281671553848 0.56026184622896824 0.25972401612671081 0.40995610010577355 leaf_count=10 97 3 1 30 13 54 60 2 7 3 20 11 25 8 19 2 2 15 12 74 11 9 31 179 30 9 118 51 41 77 internal_value=-1.09407e-10 0.0163396 -0.00561442 -0.000377992 -0.000184925 -0.00211333 -0.00120404 0.0031924 0.0153689 -0.00559077 0.00054648 -0.000587956 0.000826274 -0.0110444 -0.00049139 -0.0180563 0.00418536 0.00145891 -0.0035216 -0.0137545 0.00880751 -0.00593517 -0.000139115 -0.00130496 -0.0104334 0.00577679 0.0019065 -0.00216895 -0.00620377 -0.00235294 internal_weight=9.95162 0.225011 0.0910663 9.72661 9.6645 6.15187 5.96342 3.51263 0.627033 0.199861 2.88559 2.78225 2.66087 0.586884 0.388077 0.185972 2.07398 1.77483 1.33579 0.729951 0.605843 0.270032 5.63716 5.20057 1.35345 0.435872 3.84712 2.54679 1.98653 1.72681 internal_count=1024 14 11 1010 980 747 693 233 23 10 210 208 188 54 29 21 134 123 108 76 32 21 633 602 218 39 384 266 215 174 is_linear=0 shrinkage=0.03 Tree=116 num_leaves=31 num_cat=0 split_feature=14 19 19 19 11 11 15 15 11 6 16 16 10 1 11 6 14 15 15 1 3 16 16 16 3 10 7 6 16 3 split_gain=0.0612508 0.0699621 0.0970945 0.0806436 0.0611277 0.136074 0.106074 0.195877 0.209424 0.132494 0.108552 0.147608 0.105058 0.191334 0.10264 0.131631 0.147216 0.101793 0.241746 0.158099 0.123982 0.0909365 0.112855 0.27133 0.156549 0.124673 0.261989 0.184682 0.1531 0.195814 threshold=67.592592592592595 34.456932345825514 35.198197531872673 36.341506065730165 0.2011598542787488 0.23096553144836274 43.762300029104495 48.187726421128595 0.12360104052581206 0.089841615479160877 38.39743598750001 20.871212097410474 0.9998481929294637 0.15587044534412961 0.18537525602968116 0.997584212532721 64.863547758284611 42.792725961009403 36.926230142482041 0.8377192982456142 0.11689353410358329 23.472222083333339 40.000000200000009 46.045140963052802 0.76119045293467036 0.95352381100324624 0.46966911707031261 0.56777378262287082 66.283524448275884 0.56079672409780368 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 9 10 -8 11 12 13 -9 15 16 -5 18 -7 -20 -21 -19 24 -24 -23 26 -25 -28 29 -27 right_child=-2 2 3 4 5 17 7 8 -10 -11 -12 -13 -14 -15 -16 -17 -18 21 19 20 -22 22 23 25 -26 28 27 -29 -30 -31 leaf_value=-0.031095339240547564 -0.030402036534135684 0.018722053977666252 -0.031176318901705198 -0.031358814011874313 -0.031286672186307485 0.009341612096767803 0.02107801458412226 0.032150392273925951 -0.031048843218780715 -0.031894309164836543 0.012417657598867612 -0.016849971158353121 0.030165963069453093 -0.031945137755558753 0.030962440539304564 0.023098899514930847 0.030897355861870153 -0.030735200328402712 -0.030768165133144006 0.014866853960217958 -0.031477171641061563 0.010280333569633596 -0.031086311011108286 0.0089568203816656079 -0.03125254343935336 0.0055278697944628414 -0.0045002465901879968 -0.03151610527443216 0.01421568545034144 -0.031144722223238455 leaf_weight=0.063916216953656568 0.059276676445734533 0.25330925476737221 0.074563617119564607 0.12175096175633227 0.13487796037225042 0.39686573040671624 0.051902341190725898 0.073654159903526195 0.14038181270007033 0.23446612630505115 1.1758134812116621 0.33216290979180485 0.14854619151446968 0.097273435676470399 0.22796882269904017 0.17747565661557019 0.047530051320791245 0.080494845868088194 0.44039229594636708 0.15846243384294212 0.077295592869631946 1.5066167538170701 0.26001713919686187 0.69173020345624558 0.086360510205849894 0.47783451061695792 0.56850788235897198 0.37992842076346278 0.96979103656485677 0.18055403197649866 leaf_count=15 30 10 15 17 23 28 3 1 26 32 49 36 4 12 5 8 1 24 142 19 18 147 56 48 20 44 58 53 51 29 internal_value=2.16708e-10 0.000187129 0.000396134 -0.00010231 0.000148483 -0.00147268 0.00382169 0.000888439 0.00426198 -0.0222934 0.0069745 -0.00284714 0.0117119 -0.00432583 0.0153265 0.005047 -0.0138788 -0.00083183 -0.00924488 -0.0201542 -0.000327492 0.000903585 0.00140087 -0.00159145 0.0080287 0.000755048 -0.00508277 -0.0153224 0.00663584 -0.00452909 internal_weight=9.68972 9.63044 9.56653 9.31322 9.23866 6.40973 2.82893 2.2542 1.96783 0.286368 1.82745 0.651637 0.319474 0.170928 0.574725 0.346757 0.169281 6.27485 1.07302 0.67615 0.235758 5.20184 5.12134 3.52836 1.59298 3.26835 1.64017 0.948436 1.62818 0.658389 internal_count=1024 994 979 969 954 760 194 163 128 35 102 53 17 13 31 26 18 737 207 179 37 530 506 339 167 283 159 111 124 73 is_linear=0 shrinkage=0.03 Tree=117 num_leaves=31 num_cat=0 split_feature=14 19 17 19 17 16 14 6 14 14 14 3 10 3 3 3 16 16 10 15 6 14 19 19 17 3 15 6 3 6 split_gain=0.0583718 0.0661355 0.0993409 0.0593143 0.121914 0.170701 0.0930765 0.140469 0.074766 0.0904318 0.078103 0.0616714 0.225583 0.135665 0.178869 0.172418 0.149825 0.135489 0.131876 0.12738 0.136596 0.123254 0.12225 0.302483 0.147839 0.115388 0.109842 0.101752 0.0905212 0.0752949 threshold=67.592592592592595 34.456932345825514 3.6511404627855728 35.198197531872673 25.923643148104102 57.597402400000014 22.474747474747478 0.47578412449695873 24.216524216524217 27.003205128205131 28.867623604465717 0.72389648318908495 0.2776137893878331 0.56079672409780368 0.45612578053007097 0.4084826716999968 46.540315885395167 20.538720666666674 0.9999949408586376 75.121240477873911 0.86302248054119735 51.172839506172842 46.558015754952372 51.636264670105319 35.091731700726733 0.55864843220863347 68.31423731892761 0.27765661922845181 0.6563792242595583 0.99514392597517831 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 -4 5 -5 7 -6 -8 -10 -11 12 -12 14 15 17 28 27 19 -13 -21 -16 -19 24 -24 -23 -25 -14 -15 -20 right_child=-2 2 3 4 6 -7 8 -9 9 10 11 18 13 16 21 -17 -18 22 29 20 -22 25 23 26 -26 -27 -28 -29 -30 -31 leaf_value=-0.031049098077286588 -0.030386172667199143 0.022078987565564877 0.015793989347882117 -0.031040512778162214 0.0081335806337387087 0.012395528176178196 0.016257209092030937 -0.031281191903092705 -0.030732369701856287 0.015439292645323378 -0.030779826737808751 0.0098172445131078055 0.031120204558527251 -0.020695970865333591 0.019794954588222419 -0.031159647797558587 -0.031332662916393875 0.01003058322088126 0.015826034870044189 -0.032124108455802283 0.010378057544771026 -0.031169672207131856 0.030874757462244849 0.0051885507573931795 -0.025825789636910734 0.030873864371953511 -0.031312778269231525 -0.030877975624011123 0.013944306874580909 -0.031572032563670034 leaf_weight=0.060621807002461447 0.056555483781267735 0.18620946258306403 0.20764455967582662 0.2550760880112638 0.13775341724976797 0.11961387493647635 0.27731050574220528 0.19884372199885547 0.083041956648230442 0.31232732569333155 0.22792405303334806 1.6666887358296665 0.027281355112791839 0.11159084044629697 0.64982221974059928 0.16625932970782731 0.25322413188405335 1.0539520311285744 0.039080730522982665 0.14572677039541293 0.12768325489014387 0.089270596159622073 0.044936519116163587 1.7759926411090416 0.52386248367838562 0.03866172581911087 0.077432959107681998 0.18802816804964095 0.17338319856207818 0.13220151129644364 leaf_count=15 30 5 9 56 8 7 14 46 21 21 64 97 1 21 37 33 39 79 3 14 10 15 1 146 127 1 11 59 16 18 internal_value=2.98834e-11 0.000183769 0.000387561 -5.60769e-05 -0.000425998 -0.0171742 0.000310354 -0.0151506 0.00094611 0.00040922 0.000739693 0.000128608 -0.00157072 -0.000283933 0.00137137 -0.00127466 -0.014541 7.13139e-05 0.00447606 0.00670381 -0.0122755 0.014496 0.0015017 -0.00220936 -0.0213463 -0.0124198 0.00366359 -0.0230223 0.000379781 -0.0207574 internal_weight=9.408 9.35145 9.29082 9.10461 8.89697 0.37469 8.52228 0.336597 8.18568 7.90837 7.82533 7.513 5.40162 5.1737 4.6355 3.85775 0.538198 3.69149 2.11138 1.9401 0.27341 0.777755 3.47618 2.42222 0.568799 0.127932 1.85343 0.21531 0.284974 0.171282 internal_count=1024 994 979 974 965 63 902 54 848 834 813 792 650 586 510 457 76 424 142 121 24 53 364 285 128 16 157 60 37 21 is_linear=0 shrinkage=0.03 Tree=118 num_leaves=31 num_cat=0 split_feature=17 6 3 14 14 14 16 19 15 6 11 14 6 15 10 14 14 10 6 6 14 1 19 6 15 6 3 15 17 9 split_gain=0.0620292 0.0714826 0.0887302 0.0540979 0.061379 0.13552 0.107091 0.111072 0.100158 0.0929379 0.240573 0.18051 0.122975 0.354109 0.127728 0.128505 0.218445 0.123149 0.0959336 0.163345 0.173749 0.124834 0.0934066 0.154221 0.147882 0.0882388 0.0947936 0.0851581 0.0840404 0.0981897 threshold=3.6511404627855728 0.006064697447093371 0.99862335826171078 67.592592592592595 60.858585858585869 57.359307359307373 34.572693496376822 45.511400210444101 72.632889488571763 0.90314020540061968 0.11203913260129782 22.474747474747478 0.66406920932186486 70.100727060218972 0.62554621347666373 39.871794871794883 56.808236808236813 0.57193409442153997 0.99880700509453846 0.99986348347970677 24.216524216524217 0.97368421052631593 54.900677582907242 0.99997618788042197 62.49659569498192 0.35674176642190103 0.1372605161330652 36.624897014627649 93.408692492300403 0.97368421000000016 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 9 7 -6 -7 10 -2 -11 14 -14 15 -12 17 -17 27 20 -20 -22 23 24 -21 26 -8 -13 29 -27 right_child=3 -3 -4 -5 6 8 25 -9 -10 11 12 18 13 -15 -16 16 -18 -19 19 22 21 -23 -24 -25 -26 28 -28 -29 -30 -31 leaf_value=-0.031770392617988065 -0.031594049742931715 0.031201560079680907 0.031383836719131829 -0.030369792231267706 0.020355834758332754 -0.031346522781737891 0.019265736866304724 -0.030626587661715346 0.016661726522358304 -0.030922953580778439 0.0048124352344045751 -0.030849375603821338 -0.031205751109054446 0.0149882008287425 0.023902991406591509 -0.030882488362688011 0.027182322113481552 0.012843542709112862 0.028610455630003626 0.025173854758917879 -0.031110619327861865 0.016816873842346768 0.013898063229501016 -0.030833999974535217 -0.031369461266245173 0.0078532797710495292 -0.031357240231350891 0.007064674734911576 -0.012444180294315486 0.027890872283549896 leaf_weight=0.047465867130086603 0.27355850540334037 0.11994249001145363 0.034629501402378082 0.053776404762175711 0.053725646168459096 0.21379983075894404 0.050570697640068718 0.13535291684092954 0.04786745086312294 0.14337109378539015 1.1105037595261822 0.054343196912668978 0.38652608089614648 0.24339950457215309 0.2121207178570329 0.33156484854407597 0.095767253893427551 0.070250721648335457 0.063921145396306889 0.15146541775902733 0.35662757145473734 0.056685389252379537 0.44541471498087049 0.14263575430959463 0.057406531414017081 0.86170598468743242 0.097428952110931277 2.8242695397348143 0.13027452595997591 0.29560198402032256 leaf_count=10 39 3 1 30 6 50 4 49 2 40 85 11 71 15 9 89 4 5 2 9 87 4 21 43 8 53 14 240 11 9 internal_value=1.21028e-11 0.0164385 -0.00513065 -0.000370671 -0.000189533 -0.00136594 0.00508295 -0.0161402 -0.0225643 -0.000575762 -0.00491102 0.00217273 -0.00193184 -0.0133567 0.00202199 -0.000864304 -0.0135336 -0.0232377 0.00331533 -0.00353826 -0.0174187 -0.0245374 0.00477402 -0.00678755 0.00963345 0.00787822 -0.0140596 0.00634892 0.0103998 0.0129713 internal_weight=9.16197 0.202038 0.0820954 8.95994 8.90616 7.2815 1.62466 0.189079 0.261667 7.01983 2.72369 4.29614 2.45013 0.629926 1.82021 1.60809 0.497583 0.401816 4.15277 1.27416 0.477234 0.413313 0.796922 0.351508 0.208872 1.43558 0.148 2.87861 1.28758 1.15731 internal_count=1024 14 11 1010 980 834 146 55 52 782 317 465 278 86 192 183 98 94 425 174 93 91 81 60 17 91 18 251 73 62 is_linear=0 shrinkage=0.03 Tree=119 num_leaves=31 num_cat=0 split_feature=17 6 3 9 11 3 19 14 14 7 16 10 11 3 10 11 14 19 11 14 14 7 10 10 6 6 3 3 7 17 split_gain=0.0594345 0.0681326 0.0843982 0.0517576 0.131979 0.139501 0.113791 0.106239 0.104833 0.116073 0.103226 0.102467 0.0975651 0.125732 0.116534 0.114165 0.0999912 0.155177 0.095105 0.175697 0.100109 0.106257 0.277445 0.201255 0.192679 0.119179 0.236387 0.136608 0.105606 0.101653 threshold=3.6511404627855728 0.006064697447093371 0.99862335826171078 0.93160714667755118 0.61204350697756149 0.077729198247129053 35.683960491586028 33.02469135802469 50.438596491228076 0.86755556312175819 74.993814098822824 0.9999949408586376 0.9347840739207719 0.34314317800296129 0.99985549643774885 0.83745046729689798 62.06349206349207 50.738900048420284 0.59356130317165301 22.474747474747478 28.474903474903478 0.84999997001428584 0.99976530832476895 0.99987012035961731 0.99585235244702253 0.99928838555771293 0.2514559456132896 0.16397072810818206 0.57029200624320409 27.557399545180974 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 18 7 -7 -6 -9 -10 -8 12 13 -5 -14 16 17 -15 19 -2 -21 25 -23 -24 -25 28 27 -27 29 -22 right_child=3 -3 -4 11 5 6 10 8 9 -11 -12 -13 14 15 -16 -17 -18 -19 -20 20 21 22 23 24 -26 26 -28 -29 -30 -31 leaf_value=-0.031703248399585306 -0.031442324619560209 0.031173193468868283 0.031338336839437757 -0.031172402346881043 -0.03125917978195606 0.030823519578305647 -0.022376582045481961 0.013604401791776523 -0.030913432042262972 0.030900199307826934 0.013421041370966228 -0.031011834224410624 -0.011730527280321821 0.021436729824745641 0.012934679597811487 0.025915136004777198 0.023347469564587404 -0.031558889437697378 0.018557630730520656 0.014832885981119823 -0.016641262241150544 -0.031708418670840441 0.031036400116397484 0.026178591523789322 -0.03164621930985391 -0.030483500809372358 -0.031105841316559461 0.02872407197007593 0.011410793028599675 0.0021896144415268701 leaf_weight=0.045306667219848218 0.15683822555001636 0.11484728753566742 0.033058390021324158 0.054304165532812254 0.078445484046824054 0.043142993003129959 0.79002953044255264 0.42145405837800354 0.11154275736771524 0.036217819899320602 0.079822374042123556 0.070198829402215668 0.43908946053124964 0.08338859211653471 0.28383469022810459 0.45003649545833468 0.13089707144536078 0.1231849251780659 0.25601669214665879 0.41958435939159233 0.29227567953057709 0.3231074841460212 0.1651898454874754 0.078013308462686837 0.15471246768720448 0.047464346978813299 0.26639363417052664 0.13433412625454366 1.027548012556508 2.2000543780159205 leaf_count=10 29 3 1 11 15 1 191 39 36 1 6 17 52 4 13 14 6 15 18 25 53 44 4 3 19 21 72 6 65 230 internal_value=-2.11068e-10 0.0164575 -0.00510908 -0.000364775 -0.00147545 -0.00917857 -0.0167329 0.00147061 0.00598122 -0.0157622 -0.0190916 0.00444645 0.00603721 0.0129793 -0.00204647 0.0160238 0.00283318 -0.0101659 0.000701826 -0.000166348 0.000793835 -0.000462392 -0.0110567 0.00571255 -0.0122624 0.00146266 -0.0131074 0.013266 0.00331789 -1.86835e-05 internal_weight=8.91033 0.193212 0.0783651 8.71712 7.08219 1.56066 0.912995 0.64766 0.569215 0.147761 0.869852 1.63493 1.56474 0.841811 0.722924 0.787507 0.337471 0.206574 5.52153 5.26552 5.10868 4.68909 0.721023 0.397916 0.232726 3.96807 0.448192 0.181798 3.51988 2.49233 internal_count=1024 14 11 1010 878 289 198 91 76 37 197 132 115 50 65 39 25 19 589 571 542 517 70 26 22 447 99 27 348 283 is_linear=0 shrinkage=0.03 Tree=120 num_leaves=31 num_cat=1 split_feature=19 19 6 7 10 10 6 3 15 20 7 19 17 3 17 17 17 3 6 10 10 10 3 15 6 19 3 19 10 11 split_gain=0.0518504 0.0785821 0.05497 0.202268 0.141555 0.172201 0.0985215 0.0886047 0.103736 0.0778193 0.077573 0.0773798 0.084783 0.0704284 0.0680914 0.124115 0.129416 0.0642943 0.128453 0.105447 0.177596 0.142715 0.132122 0.136742 0.146552 0.141924 0.146154 0.153231 0.141269 0.153371 threshold=67.20204536709997 66.52963373194811 0.998859511401197 0.16666666708333336 0.99974134460868724 0.99987012035961731 0.99867110564283157 0.2609929831223966 41.918079947765683 0 0.69883720022325602 52.665352302363068 99.999735410537028 0.97995177123573007 99.995893107219175 98.119103773584911 94.456055697667423 0.72389648318908495 0.99761720997787873 0.99998964906937782 0.98781538592819684 0.96350340497825504 0.52692171345882943 70.100727060218972 0.66406920932186486 57.558050003808937 0.26487936451817945 47.674369128716016 0.62554621347666373 0.64773546531581017 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -4 -5 -6 9 8 -7 14 -9 -10 -13 -12 15 16 17 18 19 20 21 22 23 24 28 26 -26 -28 29 -1 right_child=-2 -3 3 4 5 7 -8 10 11 -11 13 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 -30 -31 leaf_value=0.0039430317880928319 -0.03138877817815524 0.023843449893917693 -0.030816309765648506 -0.031004508969416467 0.016897110849765369 -0.030807527264228203 0.020653554926672962 -0.031052940197646935 0.026554647624995889 -0.031136743295532003 -0.01715060720263327 -0.031960365051416105 0.0170857030440239 0.014977142921330224 -0.031388663371661844 0.019395778408545849 -0.031598046308361424 0.0055983452969100454 -0.031958189262366099 0.016255612434081745 -0.025820860712328704 0.013737302848108191 -0.022181251239955936 0.026135645468561258 -0.031011893179923169 0.0055691054509930393 0.014657265960577683 -0.031255822871798948 0.023967682879123528 -0.021238455915164406 leaf_weight=1.2283964316011418 0.047106071840972485 0.1243903392460205 0.2361688578093889 0.12628896709065873 0.45975766365881987 0.060092698375228792 0.22190978453727428 0.17065602182992734 0.15860685089137405 0.06997245864476731 0.16308270255103707 0.05722608685027808 0.071171319345012307 0.098498116247355938 0.059099994366988429 0.31285555416252453 0.11428931413684029 1.6906074581202117 0.11952005440252822 0.31590548850363109 0.25801533076446492 0.56958555971505109 0.2818095969269051 0.16179687716066826 0.39355873136082653 0.3001864836551249 0.17385519715026021 0.1048910798272118 0.24713972967583675 0.26456480164779339 leaf_count=138 8 4 96 32 29 17 12 40 7 17 19 10 3 5 10 22 18 111 22 26 65 36 50 6 87 22 15 19 11 67 internal_value=7.20791e-11 0.000171653 -0.000175192 -0.0051815 -0.000747471 0.00233634 0.000988848 -0.00625359 0.00503458 0.000334218 -0.0153183 0.0125392 -0.00477389 -0.00505292 0.000668068 0.000957889 3.11087e-05 0.000622757 -0.00128069 -0.00042794 -0.0017509 -8.40295e-05 -0.00257831 -0.000656402 -0.00225446 -0.0115821 -0.0192401 -0.00261964 0.00295846 -0.000519331 internal_weight=8.66101 8.6139 8.48951 1.60155 1.36538 1.23909 6.88796 0.779334 0.347097 6.66605 0.432237 0.287004 0.128397 0.261581 6.59608 6.53698 6.22412 6.10983 4.41923 4.29971 3.9838 3.72578 3.1562 2.87439 2.71259 0.972491 0.672305 0.278746 1.7401 1.49296 internal_count=1024 1016 1012 258 162 130 754 101 37 742 64 20 13 24 725 715 693 675 564 542 516 451 415 365 359 143 121 34 216 205 cat_boundaries=0 1 cat_threshold=1 is_linear=0 shrinkage=0.03 Tree=121 num_leaves=31 num_cat=0 split_feature=14 17 6 14 14 7 14 15 6 9 7 17 17 17 14 9 15 17 15 14 6 7 11 15 10 7 17 11 7 16 split_gain=0.0486782 0.0464689 0.0759071 0.0715912 0.0572626 0.171288 0.112431 0.0938959 0.0868014 0.0865097 0.14389 0.133577 0.170004 0.0823212 0.201614 0.227599 0.116676 0.107234 0.108346 0.175332 0.135357 0.195004 0.196195 0.187902 0.172905 0.151306 0.0831515 0.215857 0.1416 0.14796 threshold=67.592592592592595 3.6511404627855728 0.006064697447093371 21.862348178137655 60.858585858585869 0.15192307962500004 57.359307359307373 72.632889488571763 0.35674176642190103 0.97368421000000016 0.98850573344827619 55.018963634816672 78.38605981861933 48.719291135760791 37.339743589743598 0.93160714667755118 84.709773389544637 49.763219951123993 33.702403105948484 22.474747474747478 0.95372126032243798 0.46966911707031261 0.20465318554575609 55.44144825564625 0.98425434299674475 0.46153845730769233 70.782083693553005 0.8589217209546437 0.69883720022325602 36.666666766666673 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 6 -6 13 -8 -7 10 11 -10 -13 14 -3 16 -16 -15 -19 -20 21 23 -23 25 -22 -21 28 -28 29 -26 right_child=-2 4 -4 -5 5 8 7 -9 9 -11 -12 12 -14 17 15 -17 -18 18 19 20 24 22 -24 -25 26 -27 27 -29 -30 -31 leaf_value=0.025508523730768558 -0.030336239988873675 0.0030462676850102422 0.031146987747357458 -0.031893721169361434 -0.030687502366698923 -0.014646388666322297 -0.031179034827549475 0.016986336672441506 0.020427421976828886 0.023670457436909865 -0.031875957000366599 -0.031219695361621034 0.011055627516212639 0.017934227525733003 -0.031095633104899392 0.026616112335120418 0.031315987335212458 0.029328559111773424 -0.03104316144629363 -0.030737348670636214 0.017403660004059403 0.020056809233314855 -0.031158760013483673 0.010492206028611756 0.0025850357939188918 0.031292077070857009 -0.024523316659870103 0.003485146519519013 0.016203570162970832 -0.031799946899430186 leaf_weight=0.034170150756834938 0.047337805066491323 0.75981069460976669 0.10910694487392902 0.045716230291873217 0.11116460178163823 0.13701883552130301 0.18769533702288743 0.045198496431112289 0.45666995784267761 0.33038410521112382 0.083113300381228328 0.13153638655785471 0.24519685842096806 0.32025294890627254 0.48529815534129739 0.080523239681497216 0.028543882071971893 0.11077129654586304 0.16523102490464214 0.21202082996023797 0.66332365327980403 0.080632131081074476 0.4076592005440034 0.58556566201150417 0.68959240801632427 0.04248359426856041 0.37375665493891552 0.73394390422618017 0.59179514087736607 0.13461544632446021 leaf_count=2 30 58 3 9 44 20 50 2 23 12 9 21 17 13 115 4 1 4 46 60 38 5 77 43 78 1 122 68 30 19 internal_value=2.02688e-10 0.00017131 0.0148784 -0.00734081 -0.000167916 0.00514065 -0.00135273 -0.0218314 0.00801858 0.0105092 0.00576482 0.00951864 -0.0037048 -0.000615106 -0.00719181 -0.0202797 -0.0276287 0.00112719 3.82231e-06 -0.000690175 0.000420527 -0.00762489 -0.0227015 0.00113838 0.00377388 -0.020383 0.000191465 -0.00596538 0.00500779 -0.00303096 internal_weight=8.43013 8.38279 0.188993 0.0798864 8.1938 1.49508 6.69871 0.232894 1.38392 1.2469 0.916517 0.833403 0.376733 6.46582 1.35418 0.594365 0.513842 5.11164 4.79139 4.68062 4.51539 1.32836 0.488291 0.84007 3.18703 0.254504 2.5237 1.1077 1.416 0.824208 internal_count=1024 994 14 11 980 146 834 52 102 82 70 61 38 782 178 120 116 604 591 587 541 186 82 104 355 61 317 190 127 97 is_linear=0 shrinkage=0.03 Tree=122 num_leaves=31 num_cat=1 split_feature=19 19 6 7 10 10 6 14 10 1 19 9 20 1 10 17 17 17 6 1 3 15 6 14 1 1 6 6 15 17 split_gain=0.0476097 0.0711007 0.0497223 0.187163 0.127943 0.14697 0.0905516 0.0844616 0.0842782 0.0991081 0.110254 0.097313 0.0717652 0.0656595 0.108547 0.0621279 0.111007 0.119305 0.062458 0.0797603 0.0600865 0.13355 0.125306 0.115466 0.14092 0.101713 0.0983389 0.16294 0.148622 0.143484 threshold=67.20204536709997 66.52963373194811 0.998859511401197 0.16666666708333336 0.99974134460868724 0.99987012035961731 0.99867110564283157 62.361111111111121 0.99998921853968536 0.97368421052631593 45.790744646066109 0.27222222083333342 0 0.43303571428571436 0.99976530832476895 99.995893107219175 98.119103773584911 94.456055697667423 0.99648019331286752 0.074175824175824148 0.46906387144662093 62.694508768530831 0.99437093449493597 63.484848484848492 0.86190476190476206 0.97368421052631593 0.95518760709561945 0.66406920932186486 62.456476085410294 57.783479891409861 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 6 -4 -5 13 12 8 9 10 -7 -10 15 14 -6 16 17 20 19 -18 21 22 23 24 26 -24 27 -1 -29 -28 right_child=-2 -3 3 4 5 7 -8 -9 11 -11 -12 -13 -14 -15 -16 -17 18 -19 -20 -21 -22 -23 25 -25 -26 -27 29 28 -30 -31 leaf_value=0.0022862020982304509 -0.03131040527570729 0.023539645354018979 -0.030767561616529042 -0.030911606835398883 0.027074374859605069 0.015669805392519037 0.020344936416461821 -0.03123810186265372 -0.031262237022206249 0.031104546159483163 -0.031337752948052904 0.01470274367137034 -0.031080516152341166 0.022949987119809053 -0.031222278370847931 -0.031303214574094074 0.030838296587417539 -0.031517890194997809 0.027029240957605557 -0.030661388800938823 0.0041148291360890267 -0.024207980620024352 -0.031230911334019826 0.016096722234665739 -0.030913904686846322 0.014874402079125508 -0.031343278183737243 -0.026018459000794573 0.030751225325247059 0.016538646360063077 leaf_weight=1.2662936507258566 0.043475289479830148 0.11547926813364107 0.21828354566241603 0.11511730769416306 0.054927320918068068 0.058322988799773157 0.21006419422337774 0.10234644814045168 0.048251159372739494 0.038553271442651749 0.19519506272627041 0.29423508874606341 0.064822775020727863 0.32232647249475121 0.060306616360321641 0.054290251689962932 0.033211655914783367 0.10596454143524159 0.21902588603552431 0.044289576529990882 2.4931944187264889 0.2280886829830705 0.19177531389868807 0.41055428102845315 0.13486372760962684 0.055534621758852154 0.063227218575775512 0.36163640237646166 0.046885155141353607 0.51598061987897381 leaf_count=170 8 4 96 32 2 6 12 25 9 1 36 24 17 16 11 10 1 18 8 13 209 37 54 31 33 5 8 85 1 42 internal_value=-1.4273e-10 0.000167576 -0.000169479 -0.00507756 -0.000729095 0.0022293 0.000969147 -0.00594836 -0.00186943 -0.0137086 -0.0205234 0.00822697 0.000322025 0.0160015 -0.00343464 0.000649039 0.000930165 2.60971e-05 0.0188391 -0.00430689 0.000605592 -0.00206605 -0.000408445 0.00139987 -0.00112594 -0.0208777 0.000656351 -0.00302866 -0.0195031 0.0113118 internal_weight=8.16652 8.12305 8.00757 1.50787 1.28958 1.17446 6.4997 0.736904 0.634558 0.292071 0.253518 0.342486 6.28964 0.43756 0.115234 6.22482 6.17053 5.874 0.296527 0.0775012 5.76803 3.27484 3.04675 2.79944 2.38889 0.24731 2.25402 1.67482 0.408522 0.579208 internal_count=1024 1016 1012 258 162 130 754 101 76 43 42 33 742 29 13 725 715 693 22 14 675 466 429 370 339 59 306 256 86 50 cat_boundaries=0 1 cat_threshold=1 is_linear=0 shrinkage=0.03 Tree=123 num_leaves=31 num_cat=0 split_feature=17 6 14 19 6 19 19 15 15 10 10 16 17 19 11 1 17 19 6 1 7 15 15 19 19 19 19 16 1 11 split_gain=0.0457683 0.0722301 0.0655941 0.0450893 0.138422 0.102699 0.0996115 0.0881699 0.125753 0.081367 0.0919902 0.0811145 0.0920125 0.0793474 0.0787344 0.142174 0.110023 0.114298 0.118956 0.130185 0.140001 0.0996404 0.0928279 0.0772107 0.13618 0.165278 0.189938 0.115814 0.105467 0.0983884 threshold=3.6511404627855728 0.006064697447093371 21.862348178137655 54.843944828764144 0.99997618788042197 53.265269905232039 55.304068650854454 36.350462776174844 47.639929940851601 0.99998964906937782 0.9999949408586376 46.386507941914857 99.99320619753739 62.146108536096008 0.94819136767473278 0.11805555555555559 87.54349360173471 55.503967525423 0.99999725812554507 0.70714285714285718 0.8964285727500001 83.847810303848561 72.632889488571763 52.577670392221044 50.031023377356419 51.636264670105319 51.992336716125877 55.514211976670886 0.97368421052631593 0.28219947157556041 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 23 -5 -8 13 -7 -11 12 -10 -9 16 -16 17 -13 19 21 -21 -19 -17 24 -2 -26 27 28 -27 -25 right_child=3 -3 -4 6 -6 9 7 8 11 10 -12 14 -14 -15 15 22 -18 18 -20 20 -22 -23 -24 29 25 26 -28 -29 -30 -31 leaf_value=0.025006870914918194 0.001089822483976549 0.0311210386704492 -0.031775332576720168 0.017624777259082215 -0.030685922363752019 -0.030843790555781545 0.030988676703163735 -0.03115724050067923 -0.025335530024857639 0.031532274896957903 -0.031207096834425772 0.028286425260306326 0.012430355933285819 0.0024535982126513531 0.016332306303036673 -0.031177228661637035 0.020724248296705671 -0.031486852996569913 0.020067593757819656 0.010630135905664969 -0.031865060205994868 0.021874058697602117 0.0086361287505589343 -0.030964450518230668 -0.030972192804331181 -0.031320128225197585 -0.031420466912231791 0.030770798579399669 0.031077493155348673 0.018942732653657739 leaf_weight=0.031978775048628338 3.5085872295603622 0.10434294492006302 0.042835908709093928 0.3512240597046915 0.14764465895132151 0.17927372705889855 0.082827057689428663 0.18146064327447708 0.18388544162735376 0.049117892980575562 0.036785173520911485 0.13298010081052758 0.084854509215801954 0.097008939366787672 0.14746442809700955 0.19430488091893494 0.40815592813305546 0.22343872813507915 0.18312143720686436 0.37048564665019512 0.085963941412046552 0.036661828402429819 0.072325007175095379 0.040079828584566601 0.28529237190377887 0.071029914717655629 0.12348683452000841 0.15092700143577531 0.037120100110769272 0.31467843794962391 leaf_count=2 480 3 9 24 59 49 2 35 37 1 10 4 3 7 6 36 19 33 10 23 9 2 6 7 80 16 21 5 1 25 internal_value=-2.37713e-10 0.0149914 -0.00750436 -0.000345214 -0.00207498 -0.00119427 0.00267013 0.000556428 -0.000492904 -0.0193405 0.00466619 0.0019927 -0.013411 -0.0194484 0.0042244 -0.00730473 0.00753792 0.00232602 -0.00151118 -0.00702585 0.00262694 -0.0239655 -0.0203776 -0.000132307 -0.00127365 -0.0136902 -0.000802313 0.0137916 -0.00990353 0.0133043 internal_weight=7.95934 0.179158 0.0748147 7.78019 4.94402 4.79638 2.83616 2.48494 2.40211 0.265177 0.0859031 2.12364 0.26874 0.27847 1.8549 0.414094 1.44081 1.03265 0.899672 0.71655 0.45645 0.260101 0.26663 4.5312 4.17644 0.667856 0.382564 0.259077 0.10815 0.354758 internal_count=1024 14 11 1010 754 695 256 232 230 60 11 188 40 42 148 48 100 81 77 67 32 35 42 635 603 123 43 22 17 32 is_linear=0 shrinkage=0.03 Tree=124 num_leaves=31 num_cat=0 split_feature=19 19 11 3 3 16 10 11 7 10 16 10 14 15 15 15 16 6 15 15 15 19 19 6 7 19 19 11 16 19 split_gain=0.043064 0.0615459 0.0497625 0.0936321 0.165567 0.13691 0.100262 0.116965 0.111488 0.120997 0.103614 0.0891717 0.0844101 0.076366 0.0779948 0.248677 0.122151 0.116661 0.126077 0.184724 0.0759197 0.0708264 0.0849656 0.149191 0.0923927 0.157514 0.0887933 0.152007 0.11154 0.0972744 threshold=67.20204536709997 66.52963373194811 0.37075155745882143 0.73637639369454055 0.26611393131170485 46.045140963052802 0.57193409442153997 0.9347840739207719 0.36181818209454558 0.99987379293617418 66.283524448275884 0.99931181921051015 20.601851851851858 62.532536908280342 42.792725961009403 39.132358133365109 37.987013003787887 0.37026353598330514 50.68698899927265 61.158593458280485 27.338601098636921 58.124693378715342 54.900677582907242 0.9999232095811722 0.88194444468750022 55.050838116242957 48.400558795493097 0.35928169721635889 55.514211976670886 46.467503095184107 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 4 13 -5 -6 8 9 -8 -10 -12 -1 14 15 16 20 -16 -19 -20 -4 22 23 26 -24 -26 29 28 -28 -14 right_child=-2 -3 3 5 6 -7 7 -9 10 -11 11 -13 21 -15 17 -17 -18 18 19 -21 -22 -23 24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.0308278675559517 -0.031204356634701783 0.022649939281386373 0.031003510673405937 -0.031307726485675466 -0.030916598832015568 0.0090458966971264862 0.015338544123964591 -0.03103958028802279 -0.030860009703389542 -0.030562444631286153 -0.031228865799490704 0.016175379749461025 0.0023335460519669548 -0.030921301462250233 -0.03066805560224484 -0.030798491887121977 0.012817369619950881 0.019970508156603006 -0.030716001367132699 0.010338642786129448 -0.030628071384595178 -0.031677266272297465 0.022405297236696757 -0.030835588318856032 0.030818371695623976 -0.032176550279805802 -0.021570358843155352 0.024037107357540895 0.004566803472222926 0.017268088933797894 leaf_weight=0.067278512462508266 0.039600646588951238 0.10798170301131893 0.021598825231194829 0.082612226251512655 0.24702186422655337 0.90016686718445271 0.30618717876495793 0.17963210328889545 0.19292446214240044 0.062182597379432991 0.051833121804520488 0.11483996931929141 1.4581120471411866 0.067734890850260743 0.069567234197165595 0.24433505506021902 0.44398804137017578 0.50671786570455879 0.13845604757079855 0.34297976625384763 0.10760952229611576 0.051910054375184589 0.38365035143215198 0.1222327748837414 0.061787879094481468 0.084684283705428243 0.39309768599923689 0.12829162972047925 0.23466775892302394 0.53710072138346721 leaf_count=16 8 4 1 19 65 61 39 42 51 27 9 11 151 18 22 96 44 32 39 24 50 10 18 40 2 8 67 5 17 28 internal_value=-1.50499e-10 0.000160249 -0.000159152 -0.00241427 -0.00497402 0.00565378 -0.0139713 -0.00935925 -0.00400945 0.00759024 -0.0158921 0.00143329 0.00245289 0.000372609 0.00150296 -0.00545621 0.00534638 0.00688183 0.00952538 -0.00146826 -0.0203256 0.00310086 0.00363127 0.00159538 0.0146667 -0.00560275 0.00303622 -0.0057189 -0.0117999 0.00635385 internal_weight=7.75078 7.71118 7.6032 4.08039 3.09761 0.982779 1.15462 0.907599 0.727967 0.36837 0.359598 0.166673 3.52281 1.94299 1.87525 0.817531 0.573196 1.05772 0.988154 0.481436 0.129208 3.45554 3.40363 2.8735 0.530123 0.146472 2.75127 0.756057 0.627765 1.99521 internal_count=1024 1016 1012 650 570 80 244 179 137 66 71 20 362 326 308 191 95 117 95 63 51 346 336 308 28 10 268 89 84 179 is_linear=0 shrinkage=0.03 Tree=125 num_leaves=31 num_cat=0 split_feature=17 6 14 9 11 3 11 11 19 14 1 1 1 10 11 14 7 6 10 6 6 3 3 7 11 16 14 10 14 10 split_gain=0.0437301 0.0674307 0.0621696 0.0421203 0.112124 0.108635 0.0961578 0.20467 0.127724 0.0854503 0.107955 0.0929394 0.109815 0.083801 0.0768532 0.145995 0.0839857 0.217058 0.122804 0.157304 0.0918067 0.193097 0.104283 0.0893171 0.0949029 0.0942336 0.0847037 0.17372 0.149211 0.132615 threshold=3.6511404627855728 0.006064697447093371 21.862348178137655 0.93160714667755118 0.61204350697756149 0.077729198247129053 0.78028244585457607 0.81902880181828008 42.651889143321064 33.02469135802469 0.17424242424242423 0.45804195804195813 0.4701754385964913 0.9999949408586376 0.59356130317165301 22.474747474747478 0.84999997001428584 0.9892331827798494 0.99987012035961731 0.99585235244702253 0.99954402034179202 0.2514559456132896 0.16397072810818206 0.57029200624320409 0.28765439064893567 57.089946851851856 37.108262108262117 0.9986826595907895 40.608465608465622 0.53999952233593318 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 9 -7 -8 -9 -6 -11 -12 -13 -5 15 -2 20 -18 -19 -20 23 22 -22 26 -25 -26 27 -17 -28 -30 right_child=3 -3 -4 13 5 6 7 8 -10 10 11 12 -14 -15 -16 16 17 18 19 -21 21 -23 -24 24 25 -27 28 -29 29 -31 leaf_value=0.024926734687404459 -0.031298499922523912 0.031099545812960021 -0.031689538477678733 0.0059729525279479997 -0.03108522574352135 -0.030668020834897374 0.016457638230897749 0.030680281410882242 -0.030821322187682208 0.027930798739919941 -0.031386033058739576 0.030193800062846065 -0.010608011737579822 -0.030905161376478672 0.018151440293332329 0.011742820454544558 -0.031484310337316357 0.022102857716407093 0.025420838527033508 -0.031323560636987269 -0.030412662341744699 -0.030936225584099378 0.02848510063435112 0.016233864924820388 -0.031012002392346503 0.010863789669200829 -0.031163649008355387 -0.03070016675369552 -0.021117229690672097 0.0043110437825560543 leaf_weight=0.030745907686650642 0.13123679364798579 0.098691431805491447 0.040382627979852259 1.3072325181565245 0.065103908826131152 0.27611537536722608 0.18366821110248566 0.034326944500207901 0.26504502986790612 0.13756011775694788 0.08202134381281212 0.09784619027050212 0.15096213662764058 0.057913586730137356 0.21714632102521125 0.8921721260994685 0.24359880556585256 0.18726892070844769 0.066853010561317205 0.12844192341435701 0.035754959390032925 0.20430370303802192 0.11120018444489688 0.79465940548107017 0.084315099869854748 0.11342674598563462 0.15959602361544956 0.09614554513245821 0.22589752060594026 1.0093635959783567 leaf_count=2 29 3 9 115 15 99 20 1 78 5 21 3 47 17 18 57 40 10 3 20 20 67 6 40 19 10 32 27 63 128 internal_value=-5.9723e-12 0.0150509 -0.00721668 -0.000347314 -0.00143045 -0.00925544 -0.0165461 -0.00847369 -0.0237694 0.00111906 0.0055953 -0.00369188 0.00543768 0.00440847 0.000721039 -0.000123017 0.00081688 -0.00934927 0.0047453 -0.0118989 0.00252494 -0.0120716 0.014155 0.00404384 0.011606 -0.00699162 0.000894781 0.00761388 -0.003866 -0.000339134 internal_weight=7.529 0.16982 0.0711285 7.35918 5.99403 1.29265 0.759156 0.48304 0.299372 0.533494 0.46839 0.33083 0.248808 1.36515 4.70138 4.48423 4.353 0.626163 0.382564 0.195295 3.72683 0.351259 0.146955 3.37558 0.992401 0.197742 2.38317 0.988318 1.39486 1.23526 internal_count=1024 14 11 1010 878 289 198 99 79 91 76 71 50 132 589 571 542 73 33 23 469 93 26 376 69 29 307 84 223 191 is_linear=0 shrinkage=0.03 Tree=126 num_leaves=31 num_cat=0 split_feature=19 17 19 17 16 14 6 17 17 11 15 6 11 16 11 3 11 10 17 1 9 16 10 17 19 9 15 6 3 14 split_gain=0.0493997 0.0758785 0.048211 0.0947487 0.131786 0.0625634 0.109675 0.0566243 0.124909 0.105161 0.0917718 0.0621692 0.0579398 0.101925 0.144528 0.132489 0.123566 0.0930768 0.109765 0.0932175 0.105182 0.10299 0.0956886 0.10429 0.0946267 0.119703 0.115291 0.0898378 0.100267 0.0941953 threshold=34.456932345825514 3.6511404627855728 35.198197531872673 25.923643148104102 57.597402400000014 22.474747474747478 0.47578412449695873 33.019141569562926 44.14030061524155 0.85534372268025183 37.49879720952611 1.0000000180025095e-35 0.2011598542787488 61.681547104910742 0.93825642195680536 0.92336588590477464 0.32153832717697822 0.36997490070417438 52.478814359409967 0.074175824175824148 0.97368421000000016 48.819444343518519 0.99894956112113298 99.999735410537028 58.916383571022031 0.4166666645833334 70.100727060218972 0.99954402034179202 0.2514559456132896 33.02469135802469 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 4 -4 6 -5 11 9 10 -9 -7 27 15 -15 16 -14 -18 -19 22 21 24 -20 -24 25 -21 -27 -10 -29 -30 right_child=1 2 3 5 -6 7 -8 8 12 -11 -12 -13 13 14 -16 -17 17 18 19 20 -22 -23 23 -25 -26 26 -28 28 29 -31 leaf_value=-0.030815670893018329 0.021979853887031251 0.015603596277988531 -0.030889540629724856 0.008872483771248529 0.011873774811482907 -0.030630006912837397 -0.031038714156618474 0.012293866520291288 0.0092427688197883832 0.031008017966128312 -0.031048211171803848 0.013849372963242982 -0.024490974571165048 0.012594497931259746 -0.012029408127346932 -0.031308007824439758 -0.030544405172337787 0.019685693839714843 0.022064885257096347 0.0010267520343609535 0.0083162047329120182 -0.02310976480112575 -0.03101906738940054 0.024663427452718507 0.021668402893146452 -0.030511498839590923 0.018625177450232448 0.020904086239494076 0.024367429809824894 -0.02712930524831408 leaf_weight=0.046520952892023959 0.14113160781562317 0.16887126141227771 0.20225792087148864 0.10605789092369367 0.095474974950775504 0.030294878582935669 0.14905862120212987 0.053310718154534587 1.3024660496157592 0.035651057958602905 0.25087300108862109 0.42551390361040831 0.2112677931727388 0.87390081200282999 0.28432185930432752 0.15150512952823181 0.089930401882157063 0.2422376134200025 0.2612066350411627 0.55695136482245267 0.42907410906627763 0.33639773959293962 0.078717917669564486 0.049189167097210884 0.11521382645878475 0.25647120011853985 0.051626880071125925 0.076980190933681913 0.038299832493066788 0.19335904435138218 leaf_count=15 5 9 56 8 7 11 46 4 87 1 69 31 50 66 36 31 32 11 13 115 39 80 19 3 8 116 4 7 2 43 internal_value=9.80802e-11 0.000197527 -0.000234453 -0.000619418 -0.0171765 0.000121886 -0.0144467 0.000703094 -7.89782e-05 -0.0177389 -0.0234522 0.0108931 0.000992879 -0.000946817 0.00654979 -0.00401515 -0.00247125 -0.000585549 0.000547861 -0.00162368 -0.00458329 -0.00878699 0.0116545 -0.00960528 -0.00387183 -0.00727347 -0.0222778 0.00579426 -0.00875854 -0.0186154 internal_weight=7.30413 7.25761 7.11648 6.94761 0.297733 6.64988 0.255117 6.39476 5.93895 0.339835 0.304184 0.455809 5.59912 3.98801 1.15822 2.82979 2.67828 2.46702 2.37709 2.13485 1.74574 1.31666 0.389114 0.127907 0.980263 0.865049 0.308098 1.61111 0.308639 0.231659 internal_count=1024 1009 1004 995 63 932 54 878 836 74 73 42 762 623 102 521 490 440 408 397 362 323 35 22 243 235 120 139 52 45 is_linear=0 shrinkage=0.03 Tree=127 num_leaves=31 num_cat=0 split_feature=19 19 11 3 3 16 10 11 7 10 16 10 14 15 10 14 17 17 14 15 19 17 19 19 6 19 11 16 7 1 split_gain=0.0389123 0.0556404 0.0440755 0.0865228 0.147164 0.119048 0.0908732 0.104719 0.0990963 0.106965 0.0904389 0.078699 0.0742346 0.067299 0.0678717 0.172328 0.166939 0.125935 0.108177 0.0651844 0.0714027 0.149117 0.0637285 0.0778816 0.127595 0.0793899 0.136369 0.0980553 0.0897726 0.180226 threshold=67.20204536709997 66.52963373194811 0.37075155745882143 0.73637639369454055 0.26611393131170485 46.045140963052802 0.57193409442153997 0.9347840739207719 0.36181818209454558 0.99987379293617418 66.283524448275884 0.99931181921051015 20.601851851851858 62.532536908280342 0.36997490070417438 20.601851851851858 55.195072519241698 70.002779192075266 33.02469135802469 56.588063540219672 60.317263436921401 45.241783603344352 58.124693378715342 54.900677582907242 0.9999232095811722 48.400558795493097 0.35928169721635889 55.514211976670886 0.66666666333333346 0.55050505050505061 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 4 13 -5 -6 8 9 -8 -10 -12 -1 14 15 -4 -16 -18 -19 -7 21 -21 23 24 25 28 27 -27 29 -14 right_child=-2 -3 3 5 6 19 7 -9 10 -11 11 -13 22 -15 16 -17 17 18 -20 20 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.030757987872776522 -0.031101483998093149 0.022293637909087435 0.025917285516296174 -0.031152120878701187 -0.030868280390429676 0.025126065818965974 0.015082433162330272 -0.030947475427855552 -0.030774874628504097 -0.030504684695901667 -0.031142133696139225 0.015407990551327046 -0.0079724579058643146 -0.030821640091954788 0.028805812091306532 -0.030738614439100215 -0.03075850150536974 -0.030485249979426157 0.0051788529667669047 0.015468669004587392 0.013726727820173602 -0.026315653697167839 -0.031538873514493145 0.014632024058734655 -0.030730544825402738 -0.02125242902529206 0.023771264368929814 0.0041168491692583232 0.018281596371851169 0.013228329120522306 leaf_weight=0.059711102629080748 0.036021441454067715 0.10074740275740612 0.069001710973680797 0.072800098045263328 0.22395255736773811 0.17503176722675562 0.27806144984788261 0.1615209283772856 0.17125188745558262 0.055582978529855609 0.047376629197970033 0.10541716363513842 0.72813169466098926 0.060443261463660636 0.20600837771780778 0.16118861245922744 0.11152211233275 0.082441577455028781 1.0701398360833989 0.14939330262131989 0.35401442227885127 0.15833588561508805 0.047360436350572743 0.48116489429958154 0.10602326167281706 0.36355541739612807 0.11724260449409485 0.22015153663232923 0.42083560384344298 0.71547406620811671 leaf_count=16 8 4 3 19 65 7 39 42 51 27 9 11 92 18 7 60 36 35 167 8 23 23 10 28 40 67 5 17 22 65 internal_value=1.59336e-10 0.000158374 -0.000161435 -0.00239604 -0.00500419 0.005644 -0.0139334 -0.00930378 -0.00398835 0.00748792 -0.0158046 0.000974237 0.00238429 0.000285954 0.00139178 -0.0137555 0.00376354 -0.000317544 0.00262788 0.00884529 0.00453901 -0.00603062 0.00300273 0.00352164 0.00152048 0.00285336 -0.00575377 -0.0116841 0.00608926 0.00253499 internal_weight=7.1099 7.07388 6.97314 3.71348 2.80391 0.909575 1.04316 0.819211 0.65769 0.333644 0.324046 0.152794 3.25965 1.76075 1.7003 0.23019 1.47011 1.2641 1.15258 0.836775 0.661744 0.307729 3.19994 3.15258 2.67141 2.56539 0.70095 0.583707 1.86444 1.44361 internal_count=1024 1016 1012 650 570 80 244 179 137 66 71 20 362 326 308 63 245 238 202 61 54 31 346 336 308 268 89 84 179 157 is_linear=0 shrinkage=0.03 Tree=128 num_leaves=31 num_cat=0 split_feature=14 19 17 14 7 14 15 6 9 7 17 17 19 6 11 14 7 17 7 10 16 14 19 14 17 11 1 14 14 7 split_gain=0.0375809 0.0460642 0.0632712 0.0442986 0.134301 0.0891796 0.079651 0.068723 0.0697412 0.110777 0.103343 0.134115 0.0639246 0.0577908 0.188128 0.126956 0.0972258 0.188356 0.0887521 0.190876 0.0840089 0.110453 0.0801298 0.168797 0.0678673 0.125372 0.0994182 0.140631 0.0688149 0.0653784 threshold=67.592592592592595 34.456932345825514 3.6511404627855728 60.858585858585869 0.15192307962500004 57.359307359307373 72.632889488571763 0.35674176642190103 0.97368421000000016 0.98850573344827619 55.018963634816672 78.38605981861933 48.400558795493097 0.90314020540061968 0.11203913260129782 22.474747474747478 0.4654761950555556 50.125468776837529 0.34749550576117022 0.38626299634628347 40.000000200000009 56.808236808236813 55.453233385105911 37.108262108262117 72.668319985788443 0.73678840970239012 0.29285714285714293 41.447368421052637 51.967592592592602 0.49999999625000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 -7 12 9 10 -9 -12 -6 14 -4 -15 18 22 19 -16 -21 -22 23 -18 29 26 27 -26 -27 -17 right_child=-2 2 3 4 7 6 -8 8 -10 -11 11 -13 -14 15 16 24 17 -19 -20 20 21 -23 -24 -25 25 28 -28 -29 -30 -31 leaf_value=-0.030753077368559603 -0.030277342751883405 0.020953992585824345 -0.031342708261600939 -0.030574017247764519 0.01587523895609556 -0.03102630859992642 0.019246628572690324 0.01987442962987462 0.023519880185134116 -0.031482757100565202 -0.030972667166056504 0.010865796078646791 -0.031087040475222712 -0.030754375923437147 -0.030846918221363737 -0.0010120060998480163 0.0086519471338788231 -0.031054151909360346 0.015858821142100018 0.014493086766069941 -0.03086559551788905 0.026188328665274135 0.026123082866043468 -0.030774405607697827 -0.030595165282880796 0.005600757564270524 -0.030602031678979933 0.023672983932920586 -0.030799717261968604 0.011004023652147544 leaf_weight=0.043106339871883281 0.036699557662359328 0.13163770921528328 0.20981174724875051 0.087885634216945507 0.040707723586819955 0.1512924596609081 0.034908360801637173 0.37290381209459134 0.26848797174170613 0.065797813236713409 0.10575882799457759 0.1981507686432451 0.072627159766852856 0.10310918319737572 0.15852031973190583 0.6209361320943575 0.28904118086211372 0.24690252891741693 0.39327860332559794 0.36437480105087161 0.096317280782386661 0.04471658868715167 0.092029779683798552 0.1476572375104297 0.075977361120749043 0.91501375462394208 0.20750506350304931 0.098945370060391724 0.049258673912845552 1.1857283417484721 leaf_count=15 30 5 38 44 4 50 2 23 12 9 21 17 16 39 54 97 23 58 34 36 23 2 3 41 26 104 92 6 15 85 internal_value=1.70286e-10 0.000161686 0.000356819 -4.80044e-05 0.00514176 -0.001195 -0.0216013 0.0079333 0.0104164 0.00567886 0.00929161 -0.00369375 -0.0142191 -0.000477965 -0.00443368 0.00200329 -0.00135331 -0.00942013 0.004565 -0.0021249 0.00688369 -0.0127759 0.000682405 -0.00467896 0.00307441 -0.00202322 -0.0165581 0.000101715 0.00374128 0.00687421 internal_weight=6.90909 6.87239 6.82928 6.69764 1.21232 5.48532 0.186201 1.12443 1.0111 0.742611 0.676813 0.30391 0.113335 5.29912 2.04265 3.25647 1.83284 0.775631 1.05721 0.663929 0.505409 0.141034 0.528728 0.436698 3.15336 1.3467 0.382428 0.174923 0.964272 1.80666 internal_count=1024 994 979 974 146 828 52 102 82 70 61 38 20 776 312 464 274 125 149 115 61 25 67 64 425 243 124 32 119 182 is_linear=0 shrinkage=0.03 Tree=129 num_leaves=31 num_cat=0 split_feature=19 17 19 17 16 14 6 17 17 11 15 6 11 6 14 11 16 11 3 11 11 7 6 7 7 14 9 6 11 11 split_gain=0.0431694 0.0719653 0.0446481 0.0821652 0.120507 0.0527112 0.0974473 0.0489813 0.115708 0.0928293 0.084108 0.0550921 0.0663788 0.139214 0.0634817 0.0512041 0.0866161 0.123371 0.116724 0.110899 0.0829315 0.126169 0.165031 0.106134 0.0950745 0.0916717 0.0843398 0.082444 0.0815922 0.124168 threshold=34.456932345825514 3.6511404627855728 35.198197531872673 25.923643148104102 57.597402400000014 22.474747474747478 0.47578412449695873 33.019141569562926 44.14030061524155 0.85534372268025183 37.49879720952611 0.16126538947698418 0.27871485398697177 0.59287391644726839 33.02469135802469 0.2011598542787488 61.681547104910742 0.93825642195680536 0.92336588590477464 0.32153832717697822 0.37444525125657907 0.46966911707031261 0.99986348347970677 0.44605943343834525 0.33333332694444451 51.172839506172842 0.36053946891651212 0.99956630379945877 0.18537525602968116 0.12360104052581206 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 4 -4 6 -5 11 9 10 -9 14 13 -13 -7 28 18 -18 19 -17 26 23 -23 24 27 -24 -21 -22 29 -10 right_child=1 2 3 5 -6 7 -8 8 15 -11 -12 12 -14 -15 -16 16 17 -19 -20 20 21 22 25 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.030716926546621413 0.022929480774372294 0.01576309758790163 -0.030819351720562105 0.0085248961122242253 0.011961818894619454 0.026820160994978089 -0.030958538914053889 0.012116677261030702 0.0055617815693408271 0.030925136990638188 -0.030997474102511198 -0.031495666398184685 0.027534097050003637 0.026951740452562309 -0.030821496716170998 -0.024324360881704886 0.012098034965829259 -0.011499345501924274 -0.03118074654819861 -0.0046758543410246704 0.0031873277268079027 -0.030635103574015853 0.014522803708092483 0.027049779410994384 -0.030655866187911718 -0.030970169891051447 0.026143896022808623 -0.030407774702764068 0.024799928818146546 -0.030742899556706726 leaf_weight=0.040926516405306645 0.12293260172009457 0.15325599396601308 0.18133161333389569 0.09856915590353299 0.088023991556838155 0.025464599486440309 0.13105875044129789 0.049469499615952262 1.2362022712768519 0.031528443098068237 0.23032723346841522 0.066462984017562121 0.19018081249669194 0.081839185208082199 0.052954647137084976 0.1920051876222727 0.80229452397907131 0.26535127469105646 0.13405186790623691 0.13667030347278375 1.1316030768794005 0.28969033004250366 0.16886852821335196 0.13402187661267806 0.090466759342234471 0.052183757943566889 0.19242785277310759 0.069798107520909869 0.1761891352944075 0.091030110255814978 leaf_count=15 5 9 56 8 7 2 46 4 105 1 69 11 8 4 17 50 66 36 31 20 210 94 9 8 27 16 8 48 8 26 internal_value=4.75143e-12 0.000188582 -0.000238662 -0.00062244 -0.0168387 9.11925e-05 -0.01401 0.000640843 -0.000114069 -0.0178756 -0.0233747 0.0105533 0.0158025 0.000757996 -0.0121039 0.000956971 -0.000957999 0.00623317 -0.00392029 -0.00243343 -0.000578319 -0.00294433 -0.0157386 0.00163849 -0.000997743 0.00378329 0.0133448 0.00123554 0.00561814 0.00307177 internal_weight=6.70718 6.66625 6.54332 6.39007 0.269356 6.12071 0.229628 5.89108 5.47418 0.311325 0.279797 0.416902 0.338483 0.148302 0.0784192 5.16285 3.65943 1.06765 2.59179 2.45774 2.26573 1.93663 0.510743 1.42589 1.29187 0.221052 0.329098 1.2014 1.50342 1.32723 internal_count=1024 1009 1004 995 63 932 54 878 836 74 73 42 23 15 19 762 623 102 521 490 440 412 119 293 285 25 28 258 139 131 is_linear=0 shrinkage=0.03 Tree=130 num_leaves=31 num_cat=0 split_feature=19 19 11 3 3 11 14 6 10 11 7 10 11 14 15 15 15 6 15 15 3 11 11 19 19 6 19 11 15 1 split_gain=0.0376251 0.0468934 0.0392519 0.0741182 0.128948 0.113769 0.11035 0.0915045 0.0846134 0.0960449 0.0888353 0.0952616 0.0806711 0.0653425 0.0608869 0.0627253 0.20358 0.0868777 0.108165 0.141156 0.0824048 0.0706 0.0723391 0.0557711 0.0682206 0.117204 0.0725458 0.119657 0.0897597 0.0803013 threshold=67.20204536709997 66.52963373194811 0.37075155745882143 0.73637639369454055 0.26611393131170485 0.69709632923960152 36.237373737373744 0.99999725812554507 0.57193409442153997 0.9347840739207719 0.36181818209454558 0.99987379293617418 0.93097847059092997 20.601851851851858 62.532536908280342 42.792725961009403 39.132358133365109 0.37026353598330514 50.68698899927265 61.158593458280485 0.15692685995915734 0.52656173259658834 0.97072649462307703 58.124693378715342 54.900677582907242 0.9999232095811722 48.400558795493097 0.35928169721635889 44.011986506397335 0.55050505050505061 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 13 4 14 6 -5 -8 -6 10 11 -10 -12 -1 15 16 20 -17 -19 -20 21 -4 -23 24 25 26 29 28 -28 -15 right_child=-2 -3 3 5 8 -7 7 -9 9 -11 12 -13 -14 23 -16 17 -18 18 19 -21 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.030698038175685394 -0.031054772914585003 0.021443856809583509 -0.030687683947257918 0.015059807113764478 -0.030799741152513674 0.014126207742721733 -0.031339234662376807 0.020446819488741032 0.01475592152737455 -0.03087332979171506 -0.020849416502572649 -0.030465853194230182 0.031796037446556444 0.00021221591250091123 -0.030773905295846466 -0.030531689549479876 -0.030713857139357745 0.019458886260350305 -0.030607605465274634 0.0090319130778268569 0.028697761864769109 0.01033937994834927 -0.030784781539953992 -0.031381454814106327 0.014385157893416127 -0.030686322217587762 0.018848841820456014 0.023156536598528902 -0.016484628988206493 0.013229463635406688 leaf_weight=0.052849126921501344 0.034924702020361909 0.091907222056761273 0.061810566694476377 0.11339896882418532 0.2032881766790523 0.51589889684692025 0.16719824762549251 0.037617584806866944 0.26051662367535755 0.14514984788547736 0.26210889109643176 0.049964954843744636 0.029105100780725479 0.94991323683643869 0.054874741123057791 0.053115827962756157 0.20205862956936471 0.43079801503336057 0.11299732030602172 0.28419823595322669 0.10486615647096187 0.26690716203302145 0.044984763982938603 0.041959479334764072 0.43658172106370319 0.097673130861949065 0.075262638740241417 0.10743207111954689 0.46136638679308817 0.77405606265529059 leaf_count=16 8 4 21 12 65 35 30 3 39 42 70 27 1 107 18 22 96 32 39 24 5 53 16 10 28 40 4 5 80 72 internal_value=-1.69878e-10 0.000167119 -0.000138524 -0.00234443 -0.00486913 0.00542463 -0.00868262 -0.0218279 -0.0136401 -0.00896934 -0.00368534 0.0074785 -0.0155878 0.00236456 0.000285851 0.0013772 -0.00546348 0.00666139 0.00904732 -0.00224505 0.0051976 -0.00139687 0.00440796 0.00295803 0.00345449 0.00151909 0.00284745 -0.00574338 -0.0115291 0.00605691 internal_weight=6.52478 6.48986 6.39795 3.40086 2.56675 0.834114 0.318215 0.204816 0.950134 0.746845 0.601696 0.310482 0.291214 2.99709 1.61661 1.56174 0.680627 0.881109 0.827994 0.397196 0.478569 0.373702 0.311892 2.94424 2.90229 2.4657 2.36803 0.644061 0.536629 1.72397 internal_count=1024 1016 1012 650 570 80 45 33 244 179 137 66 71 362 326 308 191 117 95 63 95 90 69 346 336 308 268 89 84 179 is_linear=0 shrinkage=0.03 Tree=131 num_leaves=31 num_cat=1 split_feature=19 17 19 17 16 14 6 14 10 11 9 15 1 20 19 5 17 17 17 11 15 14 17 19 1 17 14 11 14 16 split_gain=0.0400888 0.0657034 0.039537 0.0750414 0.113775 0.0482407 0.0914931 0.0460454 0.0991602 0.0952171 0.0976279 0.0463633 0.044048 0.0398502 0.0757741 0.0810593 0.0417092 0.0475526 0.0960776 0.0827574 0.0762751 0.0552263 0.0372781 0.0367184 0.0546968 0.0344349 0.0793944 0.0655784 0.0946148 0.0946886 threshold=34.456932345825514 3.6511404627855728 35.198197531872673 25.923643148104102 57.597402400000014 22.474747474747478 0.47578412449695873 28.867623604465717 0.99994169540161015 0.43497495083524745 0.7453703714583334 78.167606002640881 0.91287878787878796 0 55.700820383401258 0.75000000000000011 27.557399545180974 33.019141569562926 44.503010927827496 0.85534372268025183 37.49879720952611 31.101190476190478 99.999735410537028 58.251322711180435 0.41885964912280704 98.119103773584911 45.993589743589745 0.9347840739207719 48.601398601398607 58.599415579060825 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 4 -4 6 -5 8 9 -7 -11 13 -13 16 -15 -16 -9 -18 19 20 -19 -20 25 -17 -25 27 -27 -23 -29 -30 right_child=1 2 3 5 -6 7 -8 11 -10 10 -12 12 -14 14 15 23 17 18 21 -21 -22 22 -24 24 -26 26 -28 28 29 -31 leaf_value=-0.030668820082428484 0.022501281346645211 0.015268358354007769 -0.03077696317465755 0.008563719988012591 0.011692036613127125 0.025789332276329402 -0.030921860874211129 -0.030974545216781748 -0.032468331870379841 -0.03053922242067553 0.015742290286076339 -0.03117435142945248 0.012457401859952501 -0.031221529840709219 -0.030746842757594206 0.024730711479970951 0.012549830581648264 0.011776031987381381 -0.030832891771894182 0.030873507762052454 -0.030911748800362761 0.0026411619037970055 -0.030578217819128714 0.018414317288437249 -0.03100396491152008 0.021796169228606197 -0.011477163410875135 -0.030968767116251687 0.013785768318948965 -0.031330464198612212 leaf_weight=0.038128937419969477 0.11654736474156369 0.14459393522702146 0.16936163627542544 0.093071445589885005 0.085401357500813901 0.25366215396206815 0.12210396968293935 0.036584980087354668 0.045464448863640428 0.069571188068948686 0.099957451224327087 0.079146114469040074 0.028259194921702147 0.10284847934963171 0.057437369134277105 0.082776313880458474 0.30919599084882055 0.046680695144459494 0.046917876752558985 0.029101530089974403 0.19520531941088848 3.3312217417405927 0.031546681013423838 0.045188003219664097 0.036389569810125977 0.21504757244838391 0.092218988778768107 0.13271413231268514 0.15235594485420734 0.05773190368199721 leaf_count=15 5 9 56 8 7 10 46 9 9 26 11 16 3 33 20 4 31 4 15 1 67 498 12 2 12 17 16 33 18 11 internal_value=9.91921e-11 0.00018537 -0.000234682 -0.000605376 -0.0165406 9.54896e-05 -0.0138429 0.000633247 0.00963295 0.014156 -0.00325072 -0.000192378 -0.0196945 0.000226451 -0.00993748 -6.77003e-05 0.000932022 0.0011836 0.000372099 -0.0169231 -0.0226736 0.00152655 0.0019049 0.0106539 -0.00362985 0.00216228 0.0118099 0.00135543 -0.0111388 0.00138788 internal_weight=6.34643 6.3083 6.19176 6.04716 0.254763 5.7924 0.215175 5.57722 0.468655 0.423191 0.169529 5.10857 0.107405 5.00116 0.32464 0.221791 4.67652 4.63994 4.33074 0.270988 0.241886 4.05975 4.01284 0.164354 0.0815776 3.98129 0.307267 3.67402 0.342802 0.210088 internal_count=1024 1009 1004 995 63 932 54 878 56 47 37 822 19 803 71 38 732 723 692 72 71 620 605 18 14 593 33 560 62 29 cat_boundaries=0 1 cat_threshold=1 is_linear=0 shrinkage=0.03 Tree=132 num_leaves=31 num_cat=0 split_feature=19 19 11 3 10 17 14 11 14 17 6 7 14 17 16 19 19 6 7 19 19 11 15 19 19 7 1 16 1 6 split_gain=0.0360714 0.0440532 0.0369954 0.0695465 0.120021 0.191665 0.138538 0.105531 0.0991315 0.0948726 0.0885868 0.0837148 0.0598851 0.0552134 0.0751567 0.0518127 0.0606928 0.110137 0.068896 0.128109 0.0645274 0.110879 0.0864665 0.123296 0.110486 0.0772026 0.151415 0.140656 0.126569 0.107586 threshold=67.20204536709997 66.52963373194811 0.37075155745882143 0.73637639369454055 0.36997490070417438 55.195072519241698 20.601851851851858 0.69709632923960152 36.237373737373744 69.005511028111826 0.99999725812554507 0.52277328750000007 20.601851851851858 82.854834898997808 66.283524448275884 58.124693378715342 54.900677582907242 0.9999232095811722 0.88194444468750022 55.050838116242957 48.400558795493097 0.35928169721635889 62.482209638942827 51.636264670105319 51.929330755065983 0.66666666333333346 0.55050505050505061 33.539299204166674 0.2264957264957265 0.9999140555050009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 4 6 -6 -4 8 -5 -7 -10 -11 -1 14 -13 16 17 20 -18 -20 25 22 23 -22 -25 26 27 28 -14 -30 right_child=-2 -3 3 7 5 9 -8 -9 10 11 -12 13 15 -15 -16 -17 18 -19 19 -21 21 -23 -24 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0306600749896274 -0.030984437483985623 0.021082576515485531 0.017678820845606114 0.014619341531677725 0.023584093542404396 -0.030745658475946094 -0.030688737275902572 0.013956981717732016 -0.031259421978652807 -0.00049914122415987278 0.020722346653673066 -0.030681929004675663 0.011801797172194563 -0.030892172610668192 0.011461735762985439 -0.031314350323569003 0.021668827001339427 -0.03065616161359155 0.030755092127804879 -0.031898425515574869 -0.023016524991855827 0.023169427213146718 -0.031029760433434507 0.031352870141798342 -0.012465699890733322 0.017994004206053543 0.012897679053191606 -0.031670913784720714 -0.031035696014274972 0.031160817788014945 leaf_weight=0.048651708464604204 0.033632578153628745 0.089335423428565153 0.066069751046598735 0.10625385405728582 0.23142641643062267 0.12374696804909024 0.27569037859211676 0.49043063167482615 0.15659300179686397 1.4273182376200564 0.036356351105496287 0.063596467953175195 0.31271899945568449 0.14871884175227024 0.094936091685667634 0.039258064090972655 0.29776276182383288 0.091967264655977377 0.051120040938258171 0.069039767375215888 0.16381372296018515 0.10175856202840805 0.14193851873278618 0.11563894711434841 0.09379443567013368 0.37005733989644785 0.63216947991168126 0.16476325783878565 0.14306634970125742 0.03033800981938839 leaf_count=16 8 4 5 12 12 41 115 35 30 322 3 22 30 40 13 10 18 40 2 8 40 5 28 3 13 22 65 24 37 1 internal_value=2.57073e-10 0.000168668 -0.000138173 -0.00234464 -0.00485669 -0.00216128 -0.0213382 0.00539069 -0.0086505 -0.00536749 -0.0214648 -0.00355697 0.00234009 -0.0177619 -0.0054445 0.00290959 0.00339289 0.00152833 0.0139311 -0.0052435 0.00283223 -0.00544726 -0.0110996 -0.00352052 0.0117288 0.00592214 0.00244039 -0.00771619 0.00040286 -0.0201541 internal_weight=6.21196 6.17833 6.08899 3.22114 2.4315 2.08974 0.34176 0.789634 0.299203 1.85832 0.192949 1.73457 2.86786 0.307251 0.158533 2.81921 2.77995 2.36202 0.417923 0.12016 2.27006 0.616944 0.515186 0.373247 0.209433 1.65311 1.28306 0.650887 0.486123 0.173404 internal_count=1024 1016 1012 650 570 450 120 80 45 438 33 397 362 75 35 346 336 308 28 10 268 89 84 56 16 179 157 92 68 38 is_linear=0 shrinkage=0.03 Tree=133 num_leaves=31 num_cat=0 split_feature=19 19 11 3 3 9 19 6 10 11 7 10 11 14 3 17 15 19 19 19 19 3 1 15 6 3 10 6 7 3 split_gain=0.0344685 0.0414395 0.0347377 0.0653693 0.115027 0.097937 0.0791017 0.0799034 0.076886 0.0860785 0.0818118 0.0877292 0.0743825 0.0571501 0.0565871 0.128883 0.0561595 0.0579822 0.250302 0.0720912 0.0642005 0.127619 0.0591251 0.0586675 0.0519347 0.0504958 0.106643 0.0514252 0.0454385 0.108156 threshold=67.20204536709997 66.52963373194811 0.37075155745882143 0.73637639369454055 0.26611393131170485 0.66666666833333343 48.400558795493097 0.99999725812554507 0.57193409442153997 0.9347840739207719 0.36181818209454558 0.99987379293617418 0.93097847059092997 20.601851851851858 0.99862335826171078 71.717949816997717 62.532536908280342 52.577670392221044 46.271546782578149 53.265269905232039 55.700820383401258 0.25360777348336344 0.34523809523809529 27.338601098636921 0.99999725812554507 0.10880302876976193 0.9999949408586376 0.28898587753220278 0.1978260859782609 0.26487936451817945 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 13 4 16 6 -5 -8 -6 10 11 -10 24 -1 -7 -16 17 18 22 -19 21 -21 28 -24 -12 26 27 -15 29 -4 right_child=-2 -3 3 5 8 14 7 -9 9 -11 12 -13 -14 25 15 -17 -18 19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.030635599480871491 -0.030955568125562515 0.020811501343430676 -0.03062771187475348 0.017654356372513853 -0.030738483239353836 0.019397160627058263 -0.031112166886758202 0.01857926402947355 0.014424811146782587 -0.030788063119436042 -0.026653528620968057 -0.030446193346169118 0.03170646156525516 0.0044190534945913688 0.021653430968756035 -0.031233861754269 -0.030733697888382414 0.027046287045711364 -0.030536230910076286 -0.03104487857027147 0.0089947729316450318 0.030856171985140214 0.030932404403583622 -0.030332965170692578 0.011794944341669257 0.0042138905335470361 0.021649921421160109 -0.030753063735819083 0.016989778593483804 0.031041913491172968 leaf_weight=0.046576028922573065 0.032200192508753278 0.086243191035464295 0.063004090567120086 0.065910800592973717 0.18206368217943225 0.35576751502230763 0.14077626547077671 0.036720216972753406 0.24562702793627977 0.13057150015083607 0.2077598663745448 0.046665578702231869 0.026950500905513763 0.051092137058731502 0.093825068790465593 0.074318397557362914 0.050679236475843825 0.13792560808360577 0.22884221962885931 0.10859270545188338 0.40798003319650888 0.041404027491807938 0.0181744284927845 0.06224875440238975 0.037294294335879385 2.4582585204334464 0.071367142489179969 0.13973788320436142 0.33038559346459806 0.043105866760015488 leaf_count=16 8 4 24 6 65 21 33 3 39 42 65 27 1 10 5 12 18 10 115 38 42 1 1 42 5 283 7 46 34 1 internal_value=-8.06122e-11 0.00016641 -0.000135184 -0.00229661 -0.00476128 0.00531364 -0.0104106 -0.0208321 -0.0133844 -0.00883743 -0.00375832 0.00726099 -0.0155995 0.00231492 0.0126191 -0.00172243 0.000305849 0.00139699 -0.00441481 0.00762519 0.00282451 -0.0139582 0.00714926 -0.0164879 -0.0208021 0.00287905 -0.00963586 -0.0213362 0.0115043 -0.00557518 internal_weight=6.02207 5.98987 5.90362 3.13659 2.36928 0.767318 0.243407 0.177496 0.876932 0.694869 0.564297 0.292293 0.272005 2.76703 0.523911 0.168143 1.49234 1.44166 0.745761 0.695902 0.557977 0.149997 0.516919 0.0804232 0.245054 2.72046 0.262197 0.19083 0.436496 0.10611 internal_count=1024 1016 1012 650 570 80 42 36 244 179 137 66 71 362 38 17 326 308 217 91 81 39 102 43 70 346 63 56 59 25 is_linear=0 shrinkage=0.03 Tree=134 num_leaves=31 num_cat=0 split_feature=19 19 11 9 3 3 14 3 10 3 3 3 17 1 15 15 7 19 15 16 6 6 6 19 14 14 11 3 10 6 split_gain=0.0331513 0.038252 0.0338397 0.0615517 0.070129 0.143122 0.0772196 0.145168 0.0688553 0.0711069 0.0976104 0.0644522 0.078974 0.0602341 0.0793392 0.0909544 0.0806505 0.0743174 0.0664105 0.0637502 0.0744547 0.0565915 0.065824 0.0694764 0.0542608 0.0513317 0.0509231 0.0477716 0.100452 0.0486731 threshold=67.20204536709997 66.52963373194811 0.37075155745882143 0.93160714667755118 0.26611393131170485 0.46906387144662093 36.237373737373744 0.56079672409780368 0.9999949408586376 0.75603007065444527 0.46744381648193239 0.99862335826171078 71.717949816997717 0.25657894736842113 43.244333204858485 62.496766859970684 0.21387659657296884 59.070421115753156 27.338601098636921 49.999999708333341 0.42708859797773047 0.99901006406882187 0.96453178178032339 55.387005204487686 20.601851851851858 42.628342628342629 0.39668541922381539 0.10880302876976193 0.9999949408586376 0.28898587753220278 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 24 4 13 -6 -7 25 9 10 21 -11 -13 -4 17 16 -16 18 -15 -18 -21 22 23 -5 -1 -8 -9 28 29 -26 right_child=-2 -3 3 8 5 6 7 26 -10 11 -12 12 -14 14 15 -17 19 -19 -20 20 -22 -23 -24 -25 27 -27 -28 -29 -30 -31 leaf_value=-0.030606707915580969 -0.030900737362112827 0.020299057582936 0.0068929977006060668 -0.03063449261639058 -0.030632484282546422 0.012103342968258693 -0.030486302474134471 0.0019563141724123303 -0.030891639814641568 0.023168871034117394 -0.030622744073783556 0.018021154764612936 -0.031361702769972459 0.03091471050937402 -0.030374511895057306 -0.031139934044003482 0.024213915048820037 0.030615344169649551 -0.030394174184632805 0.022456665806853286 -0.030829798351801982 -0.030889667396495336 0.017665191050469372 0.0086621041392982451 0.0040369547672718907 0.018053116023513831 -0.030880675554448817 0.0041325729275953184 0.021214156304801182 -0.030719961765972383 leaf_weight=0.044371472147759383 0.031081101449672022 0.083703176118433364 0.53964923744206383 0.066790938959456869 0.25461396180617146 0.18842939333990216 0.022760813997592777 0.052871535765007138 0.048706510744523257 0.27908332645893097 0.086592355568427593 0.06780574843287468 0.051118456292897463 0.01725434698164463 0.04248279967578128 0.063472953450400382 0.18545687140431255 0.023430321365594864 0.20277719110890757 0.04415492934640497 0.050693442986812443 0.037859025876969099 0.23712274269200861 0.10283729759976268 0.049860667146277016 0.1415668775443919 0.21676119274343364 2.4273209786479129 0.069125623791478574 0.13295452072634362 leaf_count=16 8 4 82 24 112 24 9 6 17 14 28 4 7 1 23 19 15 1 133 4 13 8 13 9 10 18 66 283 7 46 internal_value=-1.82286e-10 0.000164693 -0.00012851 -0.00231296 -0.00527156 -0.0116844 -0.00393297 -0.0108961 0.00387819 0.00570073 -0.00148277 0.0152882 -0.0032056 -0.000462044 -0.00676504 0.00168902 0.0081445 -0.0201777 -0.0255865 0.0139824 -0.00602326 0.00419254 0.00745788 -0.00681089 0.00229707 0.01133 -0.0244418 0.002842 -0.00959206 -0.0212404 internal_weight=5.86271 5.83163 5.74793 3.02429 2.04638 0.877004 0.62239 0.43396 0.977916 0.92921 0.531202 0.398008 0.118924 1.16937 0.629723 0.386261 0.322788 0.243462 0.220032 0.280305 0.0948484 0.44461 0.406751 0.169628 2.72363 0.164328 0.269633 2.67926 0.251941 0.182815 internal_count=1024 1016 1012 650 526 235 123 99 124 107 82 25 11 291 209 74 55 135 134 32 17 54 46 33 362 27 72 346 63 56 is_linear=0 shrinkage=0.03 Tree=135 num_leaves=31 num_cat=0 split_feature=19 17 19 17 16 19 3 3 10 6 10 19 3 7 10 19 11 15 15 15 19 15 9 3 6 6 7 11 11 6 split_gain=0.036187 0.0552101 0.0348478 0.0645397 0.105702 0.0346285 0.0368539 0.108342 0.0952663 0.0978906 0.116177 0.112165 0.0982548 0.0895917 0.0892347 0.0786873 0.127053 0.106005 0.156104 0.0775853 0.0589882 0.0827152 0.0660237 0.134021 0.055251 0.0490659 0.154338 0.0701776 0.138977 0.0894682 threshold=34.456932345825514 3.6511404627855728 35.198197531872673 25.923643148104102 57.597402400000014 67.20204536709997 0.49684701577749713 0.50887390657850273 0.1698657702988309 0.66406920932186486 0.9552989067815697 55.267422088656893 0.34735238035374444 0.49999999625000008 0.97582149462217549 52.577670392221044 0.20905265171593151 42.738685029631078 72.247640255897025 36.350462776174844 53.265269905232039 42.792725961009403 0.97368421000000016 0.22965414141855103 0.99994298970506412 0.99956630379945877 0.95477581061942784 0.12159573500533551 0.74933155347879554 0.59287391644726839 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 4 -4 6 8 -8 -5 12 11 -11 -10 -13 -12 16 17 -16 -19 -15 -17 -22 23 -23 -18 27 -27 29 -29 -9 right_child=1 2 3 5 -6 -7 7 25 9 10 14 13 -14 19 15 20 24 18 -20 -21 21 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-0.030616989124965251 0.021582123086400611 0.015206779383855897 -0.030714331261260854 -0.030574857381818251 0.012299377155710129 -0.030913534636707356 0.025151436762138168 -0.031568936603365405 0.013658140010288776 -0.026429491996598685 0.015261782260710342 0.013529269003885579 -0.030705025944064285 0.030588359816989204 0.016461161093589971 0.021955766094768781 -0.030477706706562621 -0.031446596344917851 0.031533835354532545 -0.031129668241164785 -0.030937753445021868 0.012324728273647154 0.018500195371683334 -0.030815764277264145 0.0030728858085654 -0.030770056334139755 0.010675420078223596 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-0.00282416 -0.00992457 0.00147777 -0.015019 -0.020134 0.00457574 -5.24785e-05 0.00457205 -0.00483897 -0.0245043 0.00121185 -0.00949825 0.00323982 -0.00168853 0.0107367 internal_weight=5.71893 5.68439 5.57789 5.44919 0.229619 5.21957 5.18736 2.21882 2.96854 2.86783 2.2763 0.628249 0.591529 0.290029 1.64805 1.34784 0.687839 0.385977 0.183711 0.125199 0.66 0.521205 0.453327 0.270533 0.301862 2.03315 0.323687 1.70946 1.03142 0.67804 internal_count=1024 1009 1004 995 63 932 924 293 631 579 490 153 89 41 337 312 208 47 29 24 104 90 64 47 161 281 76 205 160 45 is_linear=0 shrinkage=0.03 Tree=136 num_leaves=31 num_cat=0 split_feature=19 19 11 3 10 17 14 17 11 14 6 7 14 11 19 17 7 3 10 6 14 1 10 1 3 17 17 14 11 17 split_gain=0.0324932 0.0342495 0.0311844 0.0563761 0.10139 0.165172 0.121529 0.0839852 0.0791249 0.0855395 0.0771666 0.0676152 0.0504498 0.0476779 0.0534128 0.0469283 0.059072 0.0445345 0.0920255 0.044773 0.0444017 0.059199 0.122913 0.107978 0.0649077 0.0588709 0.0544642 0.0458581 0.0427083 0.102718 threshold=67.20204536709997 66.52963373194811 0.37075155745882143 0.73637639369454055 0.36997490070417438 55.195072519241698 20.601851851851858 69.005511028111826 0.69709632923960152 36.237373737373744 0.99999725812554507 0.52277328750000007 20.601851851851858 0.89304175887706738 61.186917328755129 82.854834898997808 0.85994399693277335 0.10880302876976193 0.9999949408586376 0.28898587753220278 33.02469135802469 0.46410256410256417 0.99989183949596561 0.8257575757575758 0.2413765621824833 78.38605981861933 99.999735410537028 36.017799175693916 0.34889712992727279 62.355391892788951 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 4 6 -6 -4 -7 9 -5 -11 20 -1 -10 -15 16 -13 18 19 -14 -9 22 -22 27 25 -25 -24 -23 29 -19 right_child=-2 -3 3 8 5 7 -8 11 13 10 -12 15 17 14 -16 -17 -18 28 -20 -21 21 23 26 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.030578336995484765 -0.030871451413882818 0.019691606416609424 0.017764077539265222 0.01447019035876874 0.023448638406436188 -0.030673997062213423 -0.030614637731980202 -0.016555317591027293 0.021373402732835872 -0.031092778167404887 0.020981399317762373 -0.030610607688277638 0.0037226348191216887 -0.016019309518480504 0.016194838118912751 -0.030774039504132933 0.010098996952094551 0.0041166325038392553 0.020585445921342916 -0.030684829835872788 0.01612795590962017 0.0048649981211742804 -0.030777483526907685 -0.030509098383244473 -0.016448471770747222 0.016805885328342717 0.0088372071606582572 -0.030471910088901401 0.017468636573133314 -0.030738215769688434 leaf_weight=0.041436847473960703 0.03051569394301612 0.079722070833668002 0.058243884705007853 0.096476118953432777 0.20267373207025219 0.10923689859919239 0.23644004590460099 0.13943103654310096 0.25246041174978018 0.13332294055726379 0.03170067275641486 0.051508238131645956 0.046950347372331058 0.085807068506255746 0.1006682941224426 0.12354570181923918 0.085048426524735987 2.0451303701556762 0.065595574327744544 0.12375366583000869 0.42898447898915015 0.041714508784934878 0.087318574485834688 0.026294926123227924 0.098724696377757937 0.23682688479311764 0.048630854405928403 0.15916956440196373 0.19561549584614102 0.079037127259652951 leaf_count=16 8 4 5 12 12 41 115 63 16 30 3 20 10 11 8 40 15 237 7 46 53 9 33 11 24 33 6 90 15 31 internal_value=-1.47541e-10 0.000170928 -0.000115578 -0.00229169 -0.00471584 -0.00209816 -0.0210526 -0.00526216 0.00509318 -0.00797029 -0.0210894 -0.00344451 0.00225884 0.0128759 0.00137142 -0.017377 -0.00525639 0.00279117 -0.00961604 -0.0212214 -0.000584523 0.0013902 0.00825045 -0.00549691 0.00429459 0.0120775 -0.0166068 -0.023134 0.004055 0.00281974 internal_weight=5.54199 5.51147 5.43175 2.83423 2.13379 1.83911 0.294684 1.63643 0.700436 0.2615 0.165024 1.5272 2.59752 0.438936 0.186475 0.260102 0.136557 2.55608 0.2363 0.170704 1.2671 1.12766 0.564934 0.562731 0.361847 0.263122 0.135949 0.200884 2.31978 2.12417 internal_count=1024 1016 1012 650 570 450 120 438 80 45 33 397 362 35 19 75 35 346 63 56 322 259 92 167 68 44 39 99 283 268 is_linear=0 shrinkage=0.03 Tree=137 num_leaves=31 num_cat=0 split_feature=19 19 17 9 11 3 10 11 11 15 15 11 14 14 15 6 16 6 5 3 14 1 1 17 9 5 17 19 19 3 split_gain=0.0306774 0.0346608 0.0500113 0.0358977 0.0758057 0.0757361 0.0682121 0.0640448 0.139336 0.0786949 0.0559345 0.0500165 0.0926522 0.0549086 0.0585492 0.0863305 0.0545372 0.155056 0.0486105 0.0736458 0.048 0.0672507 0.0651489 0.072531 0.0461201 0.0874072 0.111424 0.0733029 0.0795424 0.0755562 threshold=67.20204536709997 34.456932345825514 3.6511404627855728 0.93160714667755118 0.61204350697756149 0.077729198247129053 0.9999949408586376 0.78028244585457607 0.81902880181828008 36.926230142482041 51.441049470813759 0.59356130317165301 22.474747474747478 28.474903474903478 49.207942235467677 0.99952425239934983 61.681547104910742 0.99999725812554507 0.75000000000000011 0.75603007065444527 33.02469135802469 0.17424242424242423 0.45804195804195813 81.905491730850699 0.27222222083333342 1.0000000180025095e-35 29.932620902182219 48.672267603329345 47.227984995557485 0.038988514270501283 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 11 20 18 -7 10 -10 -9 12 -4 14 15 -14 24 -18 -5 -20 -6 -22 -23 -24 25 27 -27 28 29 -15 right_child=-2 2 3 6 5 7 -8 8 9 -11 -12 -13 13 16 -16 -17 17 -19 19 -21 21 22 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.030583267473702002 -0.03083069534444054 0.021105170831113147 -0.031076334873016628 0.011267463245493683 -0.030692348831640848 -0.030484113252321001 -0.03088004105039488 -0.030471965347010934 0.030460243531817335 -0.030600085001883118 0.024421676045625305 0.017852477788120154 -0.031807995949059399 -0.030818734077696312 0.023484501633597332 0.029550092487217676 -0.03119836316492464 0.023557494888301438 -0.019418660878253936 0.012411554681396117 0.026919019794758407 -0.031131987150015639 -0.030352666600971454 0.016428830764339621 0.0050975767153525189 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0.000791802 1.51538e-05 0.000840536 0.0138586 -0.00664371 -0.000358725 -0.0146834 0.00692835 -0.00400654 0.00150107 0.00526131 -0.00348454 0.00583258 0.000823495 -0.00280376 -0.0138729 0.00210332 0.00626836 0.000539583 internal_weight=5.40091 5.37202 5.33923 5.2367 4.2696 0.872289 0.9671 0.515427 0.328283 0.200262 0.128021 3.39731 3.24939 3.16536 0.267005 0.0853077 2.89835 0.220966 0.922056 0.261942 0.356862 0.31954 0.227621 0.170248 2.67739 1.44828 0.444839 1.00344 0.793954 0.582087 internal_count=1024 1016 1001 996 869 285 127 198 99 79 20 584 566 540 25 14 515 35 110 48 87 73 68 47 480 277 103 174 113 98 is_linear=0 shrinkage=0.03 Tree=138 num_leaves=31 num_cat=0 split_feature=1 1 7 14 15 3 17 6 6 3 15 1 16 6 17 14 1 15 9 10 10 10 3 11 15 15 15 11 14 15 split_gain=0.0277923 0.115073 0.0605337 0.0958166 0.069649 0.0956772 0.0628301 0.0542052 0.0719144 0.0601238 0.0485829 0.111785 0.0695269 0.0673685 0.0907171 0.0847959 0.0978398 0.0602817 0.0802879 0.0522918 0.0968452 0.095431 0.0793446 0.0758615 0.0787603 0.0674224 0.0744469 0.0714945 0.0677907 0.062499 threshold=0.8257575757575758 0.75961538461538469 0.25000000187500004 45.534290271132384 43.46706814429325 0.90599638785615977 35.745482008411699 0.36592304316571911 0.42708859797773047 0.40570666712679937 41.918079947765683 0.25657894736842113 37.987013003787887 0.019660395024390157 44.14030061524155 37.339743589743598 0.10263157894736842 37.736634013669509 0.19090908640000001 0.99991564351682449 0.99998602282094473 0.9999949408586376 0.59680365296803661 0.064232639200190053 49.966181478571009 43.089885869811418 50.68698899927265 0.11925233817970692 23.571428571428573 53.008506935293923 decision_type=2 2 2 2 2 2 2 2 2 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 -4 7 -5 -6 -9 -10 11 12 -1 -12 15 16 -15 -14 -19 25 -21 -22 23 -23 -25 -16 27 -27 -28 -30 right_child=2 -3 4 6 5 -7 -8 8 9 -11 13 -13 17 14 19 -17 -18 18 -20 20 21 22 -24 24 -26 26 28 -29 29 -31 leaf_value=-0.015296575738644506 0.016647430840621442 -0.030770618984431571 0.020314074967482876 0.018180214588881118 -0.031288039802003439 0.016572360401023972 -0.026967963144889296 0.028379025982021615 -0.019554768947357633 0.0047587036802081879 0.014860448978743746 -0.024426254695680678 0.027757586599121548 -0.031109618431815519 -0.030676155594601955 -0.030787847885014472 0.015753320632451787 0.030477888604018667 -0.03063810482570286 -0.027148332204722455 0.026552901494003699 0.026037805756470182 -0.030977540648337496 -0.031228674457602544 0.012312940524073786 -0.030659687436994494 -0.031066249856912826 0.016689358582541083 -0.030560867195819796 0.0035995038131834915 leaf_weight=0.1168368555663627 0.095792945940047391 0.11554705057642412 0.26844937686109893 0.033071921323426068 0.063340370572404936 0.28029270956176333 0.17211837621289305 0.061817173380404711 0.17169423453742638 0.19606762856710702 0.2880393092054877 0.23245232134649996 0.11608113953843713 0.061668488895520901 0.049918632779736849 0.16033565643010661 0.11461952095851302 0.03238203376531601 0.048053984966827556 0.15050295110268042 0.099560113623738289 0.079164203605614603 0.089887353868107311 0.07767918094759807 0.072084704122971743 0.030388397630304431 0.05672012036666263 0.51679071906255558 0.04997840174473811 1.3566300536185734 leaf_count=31 8 50 28 6 16 21 80 3 39 26 44 116 5 11 17 60 11 1 23 49 7 4 27 31 10 9 17 74 22 178 internal_value=1.09182e-10 -0.00127724 0.00372458 -0.00812577 0.00714869 0.00257784 -0.0196911 -0.00537998 -0.0015599 -0.00659235 -0.000380375 -0.00866307 0.00303038 0.00100893 -0.000336277 -0.0149996 -0.000640118 0.0139264 -0.00603395 0.00154104 -0.00651064 0.000913389 -0.00709335 0.00228464 -0.0102711 0.00376409 0.0046192 0.0140598 0.00108911 0.00238575 internal_weight=5.25797 3.91532 1.34264 0.300983 1.04166 0.773212 0.20519 0.492919 0.429579 0.367762 3.79977 0.545806 0.313354 3.25397 2.96593 0.336624 0.176288 0.196517 0.080436 2.6293 0.568879 0.418376 0.318815 0.228928 0.149764 2.06043 2.01051 0.547179 1.46333 1.40661 internal_count=1024 797 227 94 133 105 86 84 68 65 747 176 60 571 527 82 22 29 24 445 128 79 72 45 41 317 300 83 217 200 is_linear=0 shrinkage=0.03 Tree=139 num_leaves=31 num_cat=0 split_feature=19 19 11 9 10 3 3 3 3 3 11 17 15 6 15 1 7 15 17 16 17 16 15 6 6 19 14 15 15 17 split_gain=0.0287686 0.0299361 0.0289083 0.0513788 0.05754 0.0574873 0.0830879 0.0570201 0.0561048 0.121731 0.0634907 0.0784035 0.0760938 0.0609774 0.0603621 0.0514256 0.0936922 0.0675335 0.0659532 0.0529379 0.0771047 0.0637403 0.0527202 0.0485201 0.0530657 0.0602395 0.0459109 0.0384466 0.0825799 0.0807709 threshold=67.20204536709997 66.52963373194811 0.37075155745882143 0.93160714667755118 0.9999949408586376 0.75603007065444527 0.46744381648193239 0.96300119801132034 0.26611393131170485 0.46906387144662093 0.80939438791171125 87.54349360173471 62.499389250037773 0.99999725812554507 71.517063235329289 1.0000000180025095e-35 0.21387659657296884 62.496766859970684 44.14030061524155 48.819444343518519 59.926638776869282 67.542735138888901 27.338601098636921 0.99901006406882187 0.96453178178032339 55.387005204487686 20.601851851851858 72.247640255897025 75.121240477873911 45.241783603344352 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 26 8 5 6 23 -7 15 -10 11 12 13 -11 -14 -4 22 18 -18 -20 -21 -22 -17 24 25 -5 -1 -28 -29 -30 right_child=-2 -3 3 4 -6 7 -8 -9 9 10 -12 -13 14 -15 -16 16 17 -19 19 20 21 -23 -24 -25 -26 -27 27 28 29 -31 leaf_value=-0.030534438233723538 -0.03079115958746478 0.01919188504950212 0.010979830700079058 -0.030556298080656717 -0.030820883951332294 0.024320412085292481 -0.030549137724885003 -0.00062183468984617404 -0.030552252056477849 -0.030478909696199662 -0.030647724298949998 0.028631385030425237 0.015737113518653173 0.021353182677527595 -0.016201433600578154 0.030767827198431155 -0.03067814489797533 -0.031067507636598952 0.014995909185054191 0.021606009453328752 -0.030538461772904615 0.028883077664979617 -0.03031085481919207 -0.030778263965423158 0.017310152777308248 0.008779364758047083 0.0012482260009942139 0.025215769695635951 -0.031510931477070132 0.014874649220632464 leaf_weight=0.037844512058655133 0.027163952705450245 0.07334500947035838 0.25640124233905248 0.056755537400022038 0.041249348025303334 0.21384874172508717 0.074131894041784108 0.13429048890247941 0.21456608116568532 0.12477207629126497 0.068981761753093451 0.073467445094138384 0.16229059908073395 0.0244265029032249 0.07927008077967912 0.013936339877545834 0.044501353317173198 0.053660033503547311 0.30685038564843126 0.06067014712607488 0.09406955903978087 0.019638661004137248 0.14556179751525633 0.032777553657069802 0.20398852019570768 0.091573065496049821 2.0496723685646434 0.18876598950009782 0.059921575302723795 0.077459727675886825 leaf_count=16 8 4 31 24 17 12 28 13 112 60 22 5 18 6 12 1 21 15 53 5 42 2 121 8 13 9 317 10 9 10 internal_value=3.33455e-10 0.00016469 -0.000114122 -0.00231433 0.00373942 0.00550515 -0.00146489 0.0146992 -0.00526161 -0.0114711 -0.00379269 0.00019783 -0.00514802 -0.0219931 0.00525622 -0.000596355 -0.0046134 0.0009916 0.0042638 0.00749503 -0.00570412 -0.0202757 -0.024974 0.00413392 0.00738195 -0.00627179 0.00224836 0.00277055 0.0123376 -0.00535734 internal_weight=5.10585 5.07869 5.00534 2.59168 0.848615 0.807366 0.459227 0.348139 1.74306 0.747775 0.533208 0.464227 0.390759 0.149199 0.241561 0.99529 0.738888 0.57939 0.52573 0.481229 0.174378 0.113708 0.159498 0.385095 0.352317 0.148329 2.41366 2.37582 0.326147 0.137381 internal_count=1024 1016 1012 650 124 107 82 25 526 235 123 101 96 66 30 291 260 138 123 102 49 44 122 54 46 33 362 346 29 19 is_linear=0 shrinkage=0.03 Tree=140 num_leaves=31 num_cat=0 split_feature=19 19 11 9 10 3 3 14 3 3 3 3 15 15 15 11 6 1 17 6 6 19 14 11 15 15 3 15 7 11 split_gain=0.027144 0.0282361 0.0279704 0.0478209 0.0544094 0.0534297 0.116174 0.0601373 0.117986 0.0531848 0.0788617 0.0546283 0.0485226 0.136605 0.0618955 0.0910103 0.0691551 0.0496656 0.0564418 0.0450318 0.0492916 0.0573429 0.0437522 0.0413792 0.0396598 0.0375802 0.0776535 0.0642441 0.129418 0.0934434 threshold=67.20204536709997 66.52963373194811 0.37075155745882143 0.93160714667755118 0.9999949408586376 0.26611393131170485 0.46906387144662093 36.237373737373744 0.56079672409780368 0.75603007065444527 0.46744381648193239 0.96300119801132034 43.089885869811418 37.516958544458113 50.68698899927265 0.81308231302330214 0.37026353598330514 0.27922077922077926 81.905491730850699 0.99901006406882187 0.96453178178032339 55.387005204487686 20.601851851851858 0.39668541922381539 49.966181478571009 72.247640255897025 0.96942735691857884 51.441049470813759 0.12499999718750003 0.091196342359145602 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 22 5 9 12 -7 -8 24 10 19 -11 13 17 16 -16 -14 -4 -19 20 21 -5 -1 -10 -9 27 -27 28 -24 -29 right_child=-2 -3 3 4 -6 6 7 8 23 11 -12 -13 14 -15 15 -17 -18 18 -20 -21 -22 -23 25 -25 -26 26 -28 29 -30 -31 leaf_value=-0.030513052606985964 -0.030755635110917726 0.018780129449055497 0.018607676636845497 -0.030537241481307036 -0.030794294689353005 -0.030531305892737073 0.011561411536415137 -0.030377008673286559 0.0017152149215616263 0.023983436530560901 -0.03052865457913664 -0.00071917260575871664 -0.030489532088291499 -0.030368610654805735 -0.030471411352093056 0.0056309229287353725 0.020333263281333447 -0.03044000013313931 0.016262652704034826 -0.030738496682928249 0.016812728669571925 0.0084917610307336279 -0.030406588344489935 -0.030744279557076939 0.017764282996804312 0.020007313800180584 -0.016585433336220465 0.0028792964883294844 0.0090721409313065798 -0.016676692293861175 leaf_weight=0.036202848190442061 0.025693313858937361 0.072223891038447507 0.12559858005261071 0.054380991088691988 0.039405875257216394 0.20469856309500756 0.15850600670091808 0.017734102963004261 0.044250219129025936 0.20558114349842072 0.070751873077824712 0.13249834114685655 0.026737306790892035 0.1572147519182181 0.086441206774907187 0.23020726325921714 0.24394504039082676 0.053625943750375882 0.041168970026774332 0.030799636384472251 0.19889495940878987 0.089872236014343798 0.080690377450083228 0.17565627169096842 0.11708289000671357 0.24948816141113628 0.066000560793327168 0.57796855639026024 1.0121328029199501 0.35495539853582159 leaf_count=16 8 4 10 24 17 112 24 10 6 12 28 13 13 131 42 34 23 28 10 8 13 9 44 66 17 16 13 65 120 88 internal_value=-3.69466e-11 0.000159487 -0.000115957 -0.00232801 0.00360208 -0.00522523 -0.0114225 -0.00380101 -0.0106656 0.00533363 -0.00148459 0.0143021 -0.00061441 -0.00900445 0.00477973 -0.00422458 0.0153131 0.0062354 -0.0101573 0.00401061 0.00712956 -0.0062215 0.00221483 -0.0242127 0.0114317 0.00272091 0.0123521 0.00122096 0.00615716 -0.00456129 internal_weight=4.98041 4.95471 4.88249 2.50505 0.822185 1.68287 0.717928 0.513229 0.354723 0.782779 0.4447 0.338079 0.964939 0.377608 0.587331 0.316648 0.270682 0.220393 0.0947949 0.373948 0.343148 0.144253 2.37744 0.219906 0.134817 2.34124 0.315489 2.02575 1.09282 0.932924 internal_count=1024 1016 1012 650 124 526 235 123 99 107 82 25 291 179 112 76 36 48 38 54 46 33 362 72 27 346 29 317 164 153 is_linear=0 shrinkage=0.03 Tree=141 num_leaves=31 num_cat=0 split_feature=19 19 17 7 15 15 1 1 15 1 1 9 17 15 16 16 6 10 2 1 7 16 17 16 10 6 10 17 19 7 split_gain=0.0260197 0.0264865 0.0253274 0.0464789 0.0268346 0.0967801 0.0564538 0.0888322 0.0448311 0.0587175 0.0699285 0.0537062 0.0463096 0.06136 0.0390214 0.0730793 0.0586711 0.0785114 0.0489815 0.0641176 0.0363511 0.0315686 0.041957 0.0856898 0.0324807 0.154916 0.11044 0.081716 0.157352 0.0749335 threshold=67.20204536709997 66.52963373194811 3.6511404627855728 0.66666666333333346 72.247640255897025 73.124744826552998 0.88194444444444453 0.24038461538461539 62.694508768530831 0.324561403508772 0.57518796992481214 0.30555555862139927 52.478814359409967 70.100727060218972 30.860805881410254 23.809523648809527 0.99820421038510987 0.9241429008428842 0.49074074074074076 0.8257575757575758 0.18898809953125004 31.649831500000001 25.923643148104102 57.597402400000014 0.97612585019922704 0.99305329760125727 0.96238207547169818 55.77727698071012 55.387005204487686 0.8964285727500001 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 8 -6 7 20 14 -10 11 -11 -13 -14 15 16 17 -4 19 -19 -7 -16 23 -23 26 -26 27 29 -29 -24 right_child=-2 -3 4 -5 5 6 -8 -9 9 10 -12 12 13 -15 21 -17 -18 18 -20 -21 -22 22 24 -25 25 -27 -28 28 -30 -31 leaf_value=-0.0088983175209766084 -0.030718116444440557 0.01838498499935725 -0.030398217659178169 0.030793806595876914 0.027672121057863021 0.029214740851878921 0.015987317431823286 -0.031010792703008314 -0.030862012035247102 -0.030869915503430049 -0.023828706294052718 0.027709521106807324 -0.030931188889126656 0.030919027986131369 0.025714330053177394 -0.030431179508708803 -0.030781544435718414 -0.030493532922555251 0.022534261994104982 0.023370235621111627 -0.0081084088605953893 -0.030692100268360795 0.0086947584591834798 0.012215363513217229 -0.031130785056374535 0.001280661190950279 0.020391843036063485 -0.030521017102967292 0.0043789157185667301 -0.022313623195302366 leaf_weight=0.04567643062910054 0.02469107083743427 0.070695065427571424 0.048757383003249166 0.063413741067051888 0.13551661185920227 0.043509569542948157 0.095767543418332934 0.10510115450597368 0.099052013014443108 0.028080143849365413 0.10221727073076181 0.091700512450188398 0.036055296135600656 0.024075303226709366 0.045403784781229084 0.10543470739503391 0.052033581960131414 0.045345808030106127 0.13830975157907233 0.03542987396940589 0.051031811744906008 0.10613176450715434 0.8036836212850178 0.069203944061882794 0.14703252792241972 1.3636414106440495 0.3089332662639207 0.19139537587761879 0.29621688311453909 0.076845612988108769 leaf_count=11 8 4 31 3 6 3 8 27 27 7 28 5 11 1 4 59 39 21 16 3 8 40 130 7 44 297 22 94 40 20 internal_value=5.22028e-12 0.000157172 -0.000113831 0.0141746 -0.000449336 0.00668133 -0.002948 -0.0120312 -0.00117835 -0.0109905 -0.0040138 0.00724411 0.014293 -0.00616738 -0.00020277 -0.00877089 -0.00163142 0.00403155 0.0116939 -0.00686778 0.00906835 0.000866359 0.000530895 -0.0137568 0.00131676 -0.00187392 0.00419085 0.00053259 -0.00931985 0.00598859 internal_weight=4.85038 4.82569 4.755 0.10909 4.64591 0.430927 0.29541 0.199643 4.21498 0.381181 0.282129 0.179911 0.151831 0.0601306 3.8338 0.425311 0.319876 0.267843 0.219085 0.0807757 0.0945414 3.40849 3.36308 0.175336 3.18775 1.51067 1.67707 1.36814 0.487612 0.880529 internal_count=1024 1016 1012 14 998 52 46 38 946 79 52 24 17 12 867 169 110 71 40 24 11 698 694 47 647 341 306 284 134 150 is_linear=0 shrinkage=0.03 Tree=142 num_leaves=31 num_cat=0 split_feature=14 19 17 14 14 3 3 11 19 17 6 16 15 17 14 9 15 17 15 14 6 3 2 19 1 17 11 15 6 3 split_gain=0.0248768 0.0309709 0.0438368 0.034279 0.0633243 0.0529108 0.0710032 0.0736966 0.0780589 0.105146 0.0912522 0.0562638 0.0469549 0.0412265 0.128527 0.117094 0.0596887 0.0568434 0.0504972 0.0851258 0.0689725 0.0765123 0.0584278 0.0437352 0.0673897 0.0424467 0.0853493 0.0612762 0.0536531 0.0459529 threshold=67.592592592592595 34.456932345825514 3.6511404627855728 60.858585858585869 57.359307359307373 0.093961866410014236 0.23756813852572153 0.93825642195680536 63.882424053905332 49.763219951123993 0.36592304316571911 67.542735138888901 72.632889488571763 48.719291135760791 37.339743589743598 0.93160714667755118 84.709773389544637 49.763219951123993 33.702403105948484 22.474747474747478 0.90314020540061968 0.34314317800296129 0.49074074074074076 55.503967525423 0.70714285714285718 72.668319985788443 0.73678840970239012 37.244739313696307 0.99999725812554507 0.99862335826171078 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 11 -7 8 9 10 -8 -5 -6 14 -4 16 -16 -15 -19 -20 21 -21 -23 -24 -25 -22 27 -27 -29 -28 right_child=-2 2 3 5 12 6 7 -9 -10 -11 -12 -13 -14 17 15 -17 -18 18 19 20 25 22 23 24 -26 26 29 28 -30 -31 leaf_value=-0.030564297475347883 -0.030202122656694579 0.020833912300165305 0.0043120007274375918 -0.030575489640510965 -0.030823421472756678 0.021376692547265933 -0.030605407501852176 -0.031052421109180942 0.029385571897203772 -0.019153632400430672 0.02324976839946976 0.030480936558279062 0.015777413506659399 0.017043466932595928 -0.030761938276120726 0.025591730866854828 0.030804188657081052 0.028728401634805254 -0.030672018338165949 -0.0243576489808498 0.0065412880827855164 -0.030725350204140172 0.014656217287811767 -0.031071804549982096 0.024931659388657507 0.012130226412631548 0.0054288625688898272 -0.030437067729398359 0.017774487626321955 -0.0312151984160376 leaf_weight=0.029349100805120432 0.024418033986876142 0.092172436416149028 0.41443696228088889 0.06374526469153341 0.10352020181016985 0.24064751210971735 0.034366343432338908 0.055454054672736675 0.097335372236557305 0.15796672060969286 0.16083486343268305 0.017261678352952003 0.023964559659361839 0.18766370206140015 0.27445907847140916 0.042780631221830845 0.014944359660148621 0.053834013990126883 0.082196723931702187 0.19478715377044897 1.1622925781121014 0.047367768944241107 0.16460797440959141 0.056131685734726489 0.029501071898266673 0.05128749762661744 0.61461679500644095 0.1738254691590555 0.023594620754010975 0.032424690667539835 leaf_count=15 30 5 52 36 50 25 14 12 5 41 12 1 2 13 115 4 1 4 46 79 168 17 18 14 2 6 114 111 7 5 internal_value=-4.71988e-11 0.000156998 0.000350151 -6.24587e-05 -0.00128257 0.0054634 0.00796199 0.00158158 0.00559862 -0.000957219 0.0137682 -0.017565 -0.0220634 -0.000550887 -0.00683166 -0.0207346 -0.0275828 0.00108069 -3.43958e-05 -0.000622558 0.00034589 -0.00974018 -0.000172922 0.00561031 -0.0117782 0.00275903 -0.0021487 -0.0170852 -0.0246751 0.00359255 internal_weight=4.72179 4.69737 4.66802 4.57585 3.74824 0.827612 0.746605 0.505957 0.450503 0.353168 0.195201 0.0810069 0.127485 3.62075 0.746621 0.332184 0.289403 2.87413 2.68647 2.63263 2.55044 0.492396 0.297609 0.250241 0.0856328 2.05804 0.895749 0.248708 0.19742 0.647041 internal_count=1024 994 979 974 828 146 109 84 72 67 26 37 52 776 172 120 116 604 591 587 541 130 51 34 16 411 243 124 118 119 is_linear=0 shrinkage=0.03 Tree=143 num_leaves=31 num_cat=0 split_feature=14 19 17 14 7 14 15 3 3 6 17 9 16 17 17 14 9 15 17 15 14 6 7 3 7 7 11 11 2 14 split_gain=0.023725 0.0295123 0.0404439 0.0320253 0.089456 0.0591245 0.0455416 0.0445999 0.0704045 0.0709727 0.069334 0.126866 0.0509453 0.043554 0.0382947 0.12197 0.111584 0.0569168 0.0551047 0.0473104 0.0810943 0.0635631 0.126021 0.075094 0.067281 0.0438841 0.0655107 0.0789171 0.0821548 0.0742605 threshold=67.592592592592595 34.456932345825514 3.6511404627855728 60.858585858585869 0.15192307962500004 57.359307359307373 72.632889488571763 0.093961866410014236 0.23756813852572153 0.36592304316571911 49.763219951123993 0.97368421000000016 67.542735138888901 90.304451852226336 48.719291135760791 37.339743589743598 0.93160714667755118 84.709773389544637 49.763219951123993 33.702403105948484 22.474747474747478 0.90314020540061968 0.46966911707031261 0.34314317800296129 0.46153845730769233 0.57029200624320409 0.43094791655243309 0.082012485844444274 0.49074074074074076 43.025168025168028 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 14 -7 12 -9 -10 -11 13 -6 -12 15 -4 17 -17 -16 -20 -21 22 23 24 -22 -23 27 28 -27 -28 right_child=-2 2 3 4 7 6 -8 8 9 10 11 -13 -14 -15 18 16 -18 -19 19 20 21 25 -24 -25 -26 26 29 -29 -30 -31 leaf_value=-0.03053885369121262 -0.030194286919490818 0.020312995600575645 0.0041476130721073501 -0.030462625428064313 -0.030636700216961521 -0.030792396176358063 0.015476281081569034 0.024532959483187979 -0.030798103815017439 0.023901352905214807 -0.030830107983455545 0.020394759219681674 0.030459358286759622 0.011140379205125773 0.016976657965310178 -0.030728544886561789 0.025633527296910666 0.03078717471603434 0.028544607953658204 -0.030644718143034533 -0.030488246497481733 -0.00076337687574713916 -0.030807949116580333 0.012159142022189855 0.030673135187632015 0.015284677938479022 0.0062523810546788305 0.023350897067775159 -0.024613252234640181 -0.03065435165290975 leaf_weight=0.028021986014209577 0.023301779314351623 0.089477731846272834 0.40808172972174439 0.058062928830622584 0.049250542855588719 0.098253295276663155 0.023779718670994043 0.21794770786073059 0.047768030810402706 0.15193494479171932 0.10500942636281252 0.12211899389512837 0.016364989802241325 0.028236277401447296 0.18277576356194947 0.26101835559529718 0.040782963274978101 0.014277058653533459 0.051028973073698913 0.078525412332965394 0.085666901693912556 1.2667951288312909 0.16426559988758527 0.20683011785149574 0.019958952441811562 0.11468818550929416 0.16402956529054791 0.32525482686469331 0.078065305948257446 0.070009087095968425 leaf_count=15 30 5 52 44 22 50 2 15 15 10 27 9 1 3 13 115 4 1 4 46 45 309 58 26 1 6 32 24 14 26 internal_value=-2.63983e-10 0.000154014 0.000343447 -5.80172e-05 0.00539195 -0.00124626 -0.0217763 0.00821043 0.0105122 0.0037972 0.00785453 -0.00169288 -0.0153989 -0.0219361 -0.000536945 -0.00668801 -0.0206776 -0.0275383 0.00104942 -5.95225e-05 -0.000626573 0.000317978 -0.00953479 0.00164902 -0.0189313 0.00264457 0.00838513 0.0143367 -0.000874013 -0.0047877 internal_weight=4.59158 4.56828 4.54026 4.45078 0.796694 3.65409 0.122033 0.738631 0.673015 0.455068 0.4073 0.255365 0.0656155 0.133246 3.53205 0.72416 0.316078 0.275295 2.80789 2.62512 2.57409 2.49556 0.476722 0.312456 0.105626 2.01884 0.752047 0.518008 0.192753 0.234039 internal_count=1024 994 979 974 146 828 52 102 79 64 49 39 23 30 776 172 120 116 604 591 587 541 130 72 46 411 102 44 20 58 is_linear=0 shrinkage=0.03 Tree=144 num_leaves=31 num_cat=0 split_feature=19 9 11 11 11 15 14 10 15 3 3 10 19 11 17 15 3 10 6 6 5 3 10 14 14 17 1 17 11 11 split_gain=0.0229025 0.0251418 0.0666665 0.0596087 0.0562627 0.0910493 0.0564837 0.0525746 0.0510724 0.0473514 0.0573528 0.0441088 0.036298 0.041519 0.0443802 0.0820516 0.0643218 0.0811865 0.0453633 0.0534184 0.0362249 0.0540262 0.0358659 0.0767645 0.117079 0.0683638 0.0801698 0.0688011 0.0550062 0.0702872 threshold=67.20204536709997 0.93160714667755118 0.61204350697756149 0.78028244585457607 0.81902880181828008 62.430615041272382 20.972222222222225 0.9999949408586376 62.496766859970684 0.021456750914678524 0.0028881696736229143 0.9999949408586376 60.401423635208062 0.5715601859572651 72.668319985788443 36.926230142482041 0.10880302876976193 0.9999949408586376 0.47578412449695873 0.27765661922845181 0.75000000000000011 0.75603007065444527 0.99991750267989132 50.438596491228076 40.608465608465622 54.112207364577678 0.85164835164835184 52.890334956943029 0.35365765278415479 0.23264735320436811 decision_type=2 2 2 2 2 2 2 2 2 2 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 9 -5 6 -6 20 -7 10 -4 -10 13 14 16 -16 17 18 19 -1 -3 -22 25 24 -24 27 -27 28 29 -18 right_child=-2 7 3 4 5 8 -8 -9 11 -11 -12 -13 -14 -15 15 -17 22 -19 -20 -21 21 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.030628453210659736 -0.030647058437041547 0.010694130149040821 -0.030502128097231278 0.014498139011863715 0.027557533321394496 0.019834102280756043 -0.030460776685082524 -0.030756997298670357 -0.030972461637892471 -0.030388928593385267 0.02377090686284164 0.014198291108271486 -0.030904072730345965 0.016231863378077374 0.019494841308254532 -0.030351859628853933 0.0010284453662855132 0.020453353476505572 -0.030562100167627608 0.016286406582954854 -0.0185511301152653 0.01161775131187886 -0.031229648382070825 -0.030840094582911023 0.011973276045940832 0.015698394331417276 -0.03059294712763792 -0.031421861550005738 -0.011918968671559097 0.019924206901526124 leaf_weight=0.037415356608109795 0.021838041720911749 0.55041853972943489 0.032241016684565582 0.12216012312273961 0.016735307115595788 0.10137929441407323 0.1547435107131605 0.035433894314337522 0.046850068203639239 0.16381676726450678 0.038389541645301506 0.033274111105129123 0.031565358978696056 0.16129383767838579 0.042103274026885518 0.10105455474695191 0.80453805628349095 0.055906154389958829 0.13964422726712655 0.052481728518614545 0.10967449055169709 0.10415983968414366 0.07405609544366587 0.082500468517537229 0.2375197287183255 0.58342424500733603 0.035733052151044831 0.05666668532649044 0.2022959780297241 0.22720322903478518 leaf_count=19 8 62 18 25 2 7 94 17 15 114 8 3 8 31 3 72 124 7 69 7 39 9 22 34 33 70 15 13 54 22 internal_value=6.56328e-11 0.000150918 -0.000908572 -0.00915778 -0.00305001 -0.00912307 -0.0247985 0.00496685 0.00568662 -0.0215361 -0.00100332 -0.0122139 0.00109237 0.00144138 0.000568341 -0.0156918 0.0014673 -0.0119657 -0.0198616 -0.00323966 0.00662315 -0.00385571 0.0031316 -0.0051086 0.0017047 0.00483186 0.0130268 0.000900699 0.00238494 0.00518954 internal_weight=4.45652 4.43468 3.63499 0.70959 0.475142 0.352982 0.171479 0.799687 0.181503 0.234447 0.0706306 0.0801242 2.9254 2.89384 2.73254 0.143158 2.58939 0.285447 0.229541 0.0898971 0.764253 0.213834 2.30394 0.394076 0.311576 1.90986 0.619157 1.2907 1.23404 1.03174 internal_count=1024 1016 889 286 146 121 96 127 25 140 26 18 603 595 564 75 489 102 95 26 110 48 387 89 55 298 85 213 200 146 is_linear=0 shrinkage=0.03 Tree=145 num_leaves=31 num_cat=0 split_feature=19 19 19 19 9 11 3 10 3 11 11 19 14 10 15 1 15 19 19 19 7 19 7 16 16 16 19 19 6 16 split_gain=0.0265812 0.0358696 0.033805 0.0216708 0.0234815 0.0669917 0.0711239 0.0493439 0.0432802 0.0464117 0.0786925 0.0363264 0.0442405 0.0429379 0.0411285 0.0392613 0.0354106 0.0347968 0.0401799 0.0769481 0.0607233 0.074126 0.07519 0.0676481 0.0726377 0.060103 0.0554189 0.0609338 0.0499688 0.0458171 threshold=34.456932345825514 35.198197531872673 36.341506065730165 67.20204536709997 0.93160714667755118 0.61204350697756149 0.077729198247129053 0.9999949408586376 0.55864843220863347 0.80939438791171125 0.78028244585457607 55.700820383401258 52.506265664160409 0.99611291962353399 37.454455352083833 0.14835164835164841 33.702403105948484 60.401423635208062 54.900677582907242 48.400558795493097 0.76895272513848167 51.636264670105319 0.6666666583333335 38.888888944444453 36.165698707280605 29.166666729166671 55.597941995429551 56.992129644156272 0.99997618788042197 32.151675802657756 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 17 11 -6 -8 10 -10 13 -13 15 -14 -7 -17 18 19 28 21 25 23 24 -23 -21 -20 -28 29 -4 right_child=1 2 3 -5 7 6 8 -9 9 -11 -12 12 14 -15 -16 16 -18 -19 26 20 -22 22 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.030496846035582743 0.016975608002679252 -0.030645730507574347 -0.0048122052738273201 -0.030617829878556293 0.0063938646013925789 0.021777509007729286 -0.026107555613970317 -0.03072277293848584 -0.030413329225455452 -0.030593325479823432 0.025963393381054519 0.026141275992485277 0.030420266710783104 -0.030830395105129721 -0.030759908835630175 0.030710532385803964 -0.030242397587200234 -0.030861035059451727 0.0214326546360432 0.010923183952894527 -0.030751301343645773 -0.030315662225503057 0.018866659406919718 -0.030792357966680624 0.027263824122658185 -0.025696266258112242 -0.015393588668159021 0.01238322594683953 -0.030517014719902494 0.0073389312384911781 leaf_weight=0.025570494995918014 0.1114922622218727 0.032706164231058099 0.37242493229860141 0.020737429411383235 0.75078764790669072 0.050377761013805755 0.23222242124029435 0.033681957545923069 0.034142054209951311 0.044333529251161963 0.064153648097999394 0.085322580067440867 0.014726034365594387 0.050176972319604829 0.030108940729405731 0.011168086901307106 0.036987129584304057 0.030284565698820987 0.19914952767430794 0.051478323133778647 0.096998149587307125 0.029750143687124364 0.16057215363252908 0.075821821606950834 0.058475826168432832 0.18639969432842918 0.12097495392663404 0.17232875667104963 0.038047001668019109 1.1166201251908203 leaf_count=15 10 15 106 8 110 4 152 17 22 15 6 5 1 27 12 1 35 8 18 18 39 23 13 27 3 79 20 26 24 165 internal_value=-2.85301e-11 0.00018083 -0.000264899 -2.6516e-05 0.00012644 -0.000963776 -0.00958364 0.00480023 -0.0181186 -0.00511142 0.00638149 0.00188902 0.0134626 -0.00824071 -0.0106653 0.00326287 -0.0161063 0.00111607 0.00147754 -0.000266008 -0.00882974 -0.00504955 0.00427302 -0.0100114 0.0078478 -0.0177716 0.00921925 0.000926505 0.00343236 0.00429981 internal_weight=4.33802 4.31245 4.20096 4.16825 4.14751 3.36305 0.653719 0.78447 0.374852 0.142629 0.0982957 0.278868 0.130158 0.14871 0.044835 0.098533 0.0481552 2.70933 2.67904 2.18659 0.659496 0.562498 0.32462 0.164048 0.088226 0.237878 0.492453 0.293304 1.52709 1.48905 internal_count=1024 1009 999 984 976 849 280 127 195 43 28 85 18 67 13 40 36 569 561 497 202 163 66 53 26 97 64 46 295 271 is_linear=0 shrinkage=0.03 Tree=146 num_leaves=31 num_cat=0 split_feature=19 17 1 1 7 14 15 11 19 7 16 17 1 1 14 10 6 7 14 17 15 17 7 6 14 19 11 19 14 19 split_gain=0.0251619 0.0377479 0.0218195 0.0901808 0.0497538 0.0719341 0.0553163 0.0697275 0.0602349 0.0799957 0.0527684 0.0494742 0.044109 0.0816068 0.0565548 0.0553151 0.0776222 0.0847753 0.0741934 0.0627548 0.051259 0.0465063 0.0525935 0.0500153 0.0745357 0.0443274 0.0557579 0.0845599 0.0435659 0.0457916 threshold=34.456932345825514 3.6511404627855728 0.8257575757575758 0.75961538461538469 0.25000000187500004 45.534290271132384 43.46706814429325 0.93825642195680536 63.882424053905332 0.90000000225000021 38.632130013230928 35.745482008411699 0.68990384615384626 0.62828947368421062 57.359307359307373 0.99991564351682449 0.95372126032243798 0.60303030300000016 22.474747474747478 11.662570106898389 72.632889488571763 48.719291135760791 0.6666666583333335 0.99892625939465074 40.608465608465622 54.101405921502874 0.018806648056820332 45.590123832226759 51.683501683501689 55.267422088656893 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 12 5 -4 -6 8 9 10 -8 -7 13 15 -14 16 17 28 -18 -19 -16 -20 23 -23 -25 26 27 -17 29 -3 right_child=1 2 4 -5 6 11 7 -9 -10 -11 -12 -13 14 -15 20 25 18 19 21 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.030475613604431399 0.020038631337136965 -0.0020283153808349245 0.015000848675346914 -0.03070310997489005 0.02015130409755048 0.01804684758632424 -0.017584335814643436 -0.030948737794951768 0.028252398213188906 -0.030858366926641314 0.011264952904303585 -0.027065677337683922 0.017399460236138919 -0.024545236251087926 -0.030685393348285715 0.030899347717355009 -0.03060705241683627 0.022329585234479164 -0.031629299417172546 -0.027411896372967478 0.029862534724572749 0.010684607529578869 0.020616122066072783 -0.030562113432111886 0.0078762355939180143 0.00064902649227738143 -0.030769318377833546 -0.030762556363647074 -0.030544076339330095 0.015472049311828412 leaf_weight=0.024243087973445543 0.084381462074816116 0.73565676661383095 0.079362453252542542 0.092329911727574543 0.21440016585984267 0.026052236120449379 0.069455826233024709 0.051619757956359535 0.088000800460577011 0.060899853589944541 0.3197750409017317 0.13658376107923687 0.22955165020539414 0.13489688110712439 0.046963778651843313 0.040499260649084934 0.044355297955916972 0.02605002629570663 0.024625049671158195 0.18451019172789529 0.017189877893542871 0.45999018079601228 0.29577506601344794 0.076211677544051781 0.11230900847294834 0.16950068387086503 0.14488862625148613 0.03957467176951468 0.040740620286669582 0.1646907448885031 leaf_count=15 5 191 8 50 28 6 24 16 6 15 42 80 37 52 28 2 27 2 3 63 2 60 25 40 30 37 83 9 22 16 internal_value=-1.14317e-10 0.000175457 -0.000230722 -0.00150204 0.00351258 -0.00841355 0.00710159 0.00235746 0.00555232 0.00111445 0.00611698 -0.0198392 -0.000599716 -0.00180317 0.0104401 -0.00060451 0.00127809 -0.00405029 0.00733418 -0.021258 -0.0144617 0.00907107 0.0101325 0.00535102 -0.00766291 -0.0109367 -0.0196661 0.000424391 -0.000200221 0.00117284 internal_weight=4.23508 4.21084 4.12646 3.08031 1.04615 0.241998 0.804151 0.589751 0.538132 0.450131 0.389231 0.162636 2.98798 2.69427 0.293705 2.55938 2.16491 1.15165 1.01327 0.21056 0.0641537 0.968911 0.944286 0.648511 0.188521 0.394463 0.224963 0.0800739 0.941088 0.900348 internal_count=1024 1009 1004 779 225 94 131 103 87 81 66 86 729 662 67 610 479 294 185 65 30 158 155 130 70 131 94 11 229 207 is_linear=0 shrinkage=0.03 Tree=147 num_leaves=31 num_cat=0 split_feature=19 17 19 17 16 14 6 17 7 17 11 15 14 14 3 3 3 9 3 3 14 1 17 7 6 6 15 16 3 3 split_gain=0.0242601 0.0357265 0.0214623 0.0466768 0.0741011 0.0281766 0.0544929 0.0327521 0.0596488 0.0593772 0.0485289 0.05008 0.0318936 0.0916769 0.0281451 0.0764691 0.0874027 0.0614079 0.0549541 0.0467682 0.0413974 0.0951099 0.0473145 0.0425709 0.0923219 0.0878995 0.0410052 0.0608889 0.0427169 0.100845 threshold=34.456932345825514 3.6511404627855728 35.198197531872673 25.923643148104102 57.597402400000014 22.474747474747478 0.47578412449695873 33.019141569562926 0.88194444468750022 44.14030061524155 0.85534372268025183 37.49879720952611 60.858585858585869 38.278388278388285 0.45612578053007097 0.56079672409780368 0.6563792242595583 0.57346938817784276 0.46457263373795238 0.43829777139965226 37.339743589743598 0.54195804195804198 49.999449692238279 0.70271319582990877 0.99933257987117596 0.99999725812554507 72.247640255897025 20.538720666666674 0.27819415932997332 0.34314317800296129 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 4 -4 6 -5 8 12 10 11 -9 13 -7 19 17 -17 -16 -19 26 -18 22 -22 24 -23 -25 27 -11 -29 -30 right_child=1 2 3 5 -6 7 -8 9 -10 14 -12 -13 -14 -15 15 16 20 18 -20 -21 21 23 -24 25 -26 -27 -28 28 29 -31 leaf_value=-0.030461583747079943 0.019750285093802906 0.014144929828558932 -0.030563170111972918 0.0074892164570549025 0.011901551440000966 0.022650604164825332 -0.030681023903772399 0.013162613640082236 -0.031044059155332149 -0.024138831938219057 0.030620844061732592 -0.030615935648021658 0.029801227241235979 -0.030593816422040006 0.021562641751101255 -0.026000530981197045 0.01292480109159313 0.031261395994601135 -0.030494456192908439 -0.030675104770252346 0.0023407318858923365 0.015005301979946971 -0.030714257440699038 -0.031176901933558321 -0.030870514269402967 0.018436143596014674 0.03120068652871202 0.0024968692387310511 -0.031094665626699217 0.0025634610739874632 leaf_weight=0.023396686941850819 0.082217709161341079 0.091383155668154248 0.10915027253213372 0.061817844281904732 0.055937087861821055 0.098594662034884428 0.07390413066605106 0.028846807545051312 0.027234502136707306 0.10159947990905527 0.017161430791020393 0.12728615054220427 0.090338005218654871 0.041293515241704881 0.29593418768490654 0.10577112114697207 0.26148187872604467 0.018723098561167717 0.042193187226075679 0.049044530547689535 0.057598779676482081 0.36409095476847142 0.12052021929412149 0.074015606427565217 0.044281923837843351 0.056805810076184571 0.034947350621223339 1.2108084496430818 0.12434018327621732 0.22524750547745498 leaf_count=15 5 9 56 8 7 8 46 4 8 62 1 69 6 20 37 43 37 1 19 22 8 40 43 14 23 5 1 311 43 53 internal_value=-2.53388e-10 0.000174145 -0.000227193 -0.000562325 -0.0161747 0.000124273 -0.0132955 0.000627666 0.01094 -0.000162354 -0.0172642 -0.0225275 0.0159065 0.00693341 0.000767448 0.00387008 -9.34734e-05 0.0159164 -0.0115133 -0.00179396 0.00270611 -0.0010189 -0.0200252 0.00525968 0.0100308 -0.00963372 -0.000959245 -0.00163548 -0.00017026 -0.00940795 internal_weight=4.11597 4.09257 4.01035 3.91897 0.165087 3.75388 0.135722 3.61816 0.257461 3.3607 0.173294 0.156133 0.230226 0.139888 3.1874 1.44142 1.08457 0.35685 0.0609163 1.74599 0.978795 0.717313 0.178119 0.539194 0.408373 0.130821 1.69694 1.662 1.5604 0.349588 internal_count=1024 1009 1004 995 63 932 54 878 42 836 74 73 34 28 762 270 213 57 20 492 170 133 51 82 63 19 470 469 407 96 is_linear=0 shrinkage=0.03 Tree=148 num_leaves=31 num_cat=0 split_feature=19 17 1 1 7 14 15 11 19 7 16 17 16 1 1 14 15 17 11 17 15 1 15 15 17 14 17 15 15 15 split_gain=0.0231498 0.0327868 0.0207358 0.0833597 0.0449561 0.0665347 0.0506249 0.06455 0.055968 0.0727745 0.0473527 0.0457011 0.0407159 0.0398795 0.0745027 0.0522763 0.0460505 0.0366438 0.0633139 0.0307051 0.0287584 0.0928243 0.0441983 0.0879121 0.0600017 0.0515008 0.0499663 0.0475557 0.066509 0.0499545 threshold=34.456932345825514 3.6511404627855728 0.8257575757575758 0.75961538461538469 0.25000000187500004 45.534290271132384 43.46706814429325 0.93825642195680536 63.882424053905332 0.90000000225000021 38.632130013230928 48.719291135760791 34.572693496376822 0.68990384615384626 0.62828947368421062 57.359307359307373 72.632889488571763 57.392056067376267 0.80247758129407532 42.504914136602203 40.556266867261066 0.25657894736842113 44.531201388720469 46.420188995357954 72.668319985788443 45.534290271132384 25.923643148104102 50.68698899927265 54.767259663352014 49.881244962671211 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 13 5 -4 -6 8 9 10 -8 12 -7 14 20 19 -17 -12 -19 -15 21 -3 24 -24 -22 -26 -25 29 -29 -28 right_child=1 2 4 -5 6 11 7 -9 -10 -11 17 -13 -14 15 -16 16 -18 18 -20 -21 22 -23 23 26 25 -27 27 28 -30 -31 leaf_value=-0.03044347559854645 0.019174800701106602 0.0040989218739728413 0.014733206277702152 -0.030665650009159908 0.019813483974291998 -0.030362533368862323 -0.017102027032638648 -0.030884694691248854 0.028118162306639782 -0.030796415176552641 0.018006674425989671 -0.030609521468360244 0.02691322700115191 -0.030618785658008962 -0.024297955806204464 -0.030632387175079545 0.029621995229750852 -0.021815814682662405 0.030412508749602885 0.019686764518067158 0.017401122893027827 -0.030483552138609871 -0.031130411525218369 -0.030424896571629931 -0.03062894288537317 0.016191727846262976 0.00099533003136288733 -0.022923024424088067 0.00045927965499010766 0.022833467544001281 leaf_weight=0.022354662854922824 0.080063461326063012 0.17867526429472702 0.076328385795932152 0.085564343506120966 0.20438579682377167 0.018131357326637954 0.065875853630132042 0.0480487504391931 0.082430570852011442 0.055885678739286959 0.20786063669947907 0.10501297860173509 0.029095015139319003 0.011532015749253222 0.12574750461499196 0.043520091880054679 0.015474747924599797 0.063139289704849944 0.031218015588819981 0.20574473790475167 0.26522196899168227 0.11469476133061107 0.084821141441352554 0.046727769338758551 0.051175144733861089 0.036030046991072595 0.22252801107242692 0.12111145236121945 1.1403139403264502 0.16356668135267682 leaf_count=15 5 36 8 50 28 15 24 16 6 15 21 68 3 5 52 28 2 19 2 32 37 77 39 23 32 8 72 57 211 18 internal_value=-2.73784e-11 0.000170997 -0.000219148 -0.00149288 0.00353782 -0.00812586 0.00705097 0.00234643 0.00549943 0.00110188 0.00594482 -0.0195867 0.00492366 -0.000609875 -0.00178258 0.0102168 -0.0148273 0.0109684 -0.00453613 0.0170168 -0.000614986 -0.0094213 0.000597078 -0.00132566 0.0103031 -0.0112843 0.000166492 0.00103414 -0.00178569 0.0102469 internal_weight=4.00228 3.97993 3.89986 2.91245 0.987412 0.228568 0.758845 0.554459 0.50641 0.423979 0.368094 0.152239 0.0472264 2.82689 2.55061 0.276272 0.0589948 0.302218 0.0943573 0.217277 2.42487 0.29337 2.1315 1.77907 0.352427 0.0872052 1.69425 1.64752 1.26143 0.386095 internal_count=1024 1009 1004 779 225 94 131 103 87 81 66 86 18 729 662 67 30 42 21 37 610 113 497 420 77 40 381 358 268 90 is_linear=0 shrinkage=0.03 Tree=149 num_leaves=31 num_cat=0 split_feature=19 17 19 6 19 19 15 15 3 19 17 17 11 3 3 15 7 19 11 1 10 10 1 1 10 1 6 6 10 11 split_gain=0.022202 0.0311337 0.0196006 0.0669376 0.0523677 0.0419416 0.0392296 0.0720836 0.0461416 0.0604574 0.0689673 0.0531772 0.0913516 0.045664 0.0788667 0.0519269 0.0672036 0.0441682 0.0405153 0.0519079 0.0325319 0.0399054 0.03146 0.060376 0.0729606 0.100611 0.0706453 0.0593738 0.0691447 0.129156 threshold=34.456932345825514 3.6511404627855728 54.843944828764144 0.99997618788042197 53.265269905232039 54.941146460112286 36.350462776174844 47.639929940851601 0.99862335826171078 58.068303178409323 80.774225547235076 49.999449692238279 0.54082558374134437 0.73637639369454055 0.56079672409780368 62.496766859970684 0.32953560918668051 62.146108536096008 0.60267944014956132 0.06458333333333334 0.99998964906937782 0.9999949408586376 0.55050505050505061 0.2264957264957265 0.99776766111806114 0.18465909090909091 0.99986348347970677 0.99928838555771293 0.99995743658303604 0.082012485844444274 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 -4 -7 17 11 -10 -11 -9 -13 14 15 16 -14 -8 -17 -20 -6 -22 23 24 -3 -26 -25 28 29 -24 right_child=1 2 5 -5 20 6 7 8 9 10 -12 12 13 -15 -16 18 -18 -19 19 -21 21 -23 27 26 25 -27 -28 -29 -30 -31 leaf_value=-0.030432907770432702 0.018884347907272156 0.0067922052774274507 0.025213543921661467 -0.030383513903336708 -0.030497008331898588 0.030695266281148513 -0.03081159544962862 0.021363637670482799 -0.031208054558156666 0.014928010756171679 -0.03114576373995713 -0.030730619888908961 -0.030490074137252434 0.018306619741561673 -0.030430964477918297 0.030761482680180904 0.019135562027468831 0.0042893029819689541 0.01794482991533734 -0.030718379969142291 0.030708124798541753 -0.030772976313973372 -0.031080130283856675 -0.015257753988891447 -0.030563873435506966 0.012630280182632868 0.022717614241529488 -0.030803946223442676 0.022342634984534222 0.0067646376038516228 leaf_weight=0.021455993351992553 0.078375524841249322 0.65465629188111207 0.070557716477196553 0.071636512308032141 0.084126177040161454 0.03997846134006966 0.098151562153361627 0.16933506564237155 0.073923700023442507 0.10506654807250015 0.040515572880394757 0.066828963230364025 0.027570953534450382 0.19300896930508316 0.06243379384977743 0.018301326781511307 0.22486595559166744 0.048062748042866588 0.026892543770372868 0.074044518420123495 0.020965032279491425 0.017376682633766904 0.093773116474039742 0.43105977801315021 0.12467562076926697 0.0794675312936306 0.04911118489690125 0.041314968751976267 0.18415893553174101 0.60341287992196158 leaf_count=15 5 113 8 59 49 2 40 12 14 17 8 23 12 19 32 1 26 7 2 33 1 10 29 181 69 10 5 27 25 170 internal_value=-1.2508e-10 0.000168567 -0.00021793 -0.00181022 -0.000951655 0.00270116 0.00144943 0.000498084 0.00316793 -0.00911351 0.00210566 0.00629072 0.00261267 0.0061659 0.000768023 0.00600881 0.0137155 -0.0192734 -0.0103068 -0.0177531 -0.0200586 0.00284454 8.299e-05 -0.00285415 0.00190928 -0.0137495 -0.0113737 0.00434539 0.0059931 0.00167443 internal_weight=3.8951 3.87365 3.79527 2.45573 2.3841 1.33954 1.26898 1.229 1.08279 0.219506 0.145582 0.863282 0.693947 0.627118 0.434109 0.371675 0.252437 0.146214 0.119238 0.100937 0.122468 0.0383417 2.26163 1.33897 0.858799 0.204143 0.480171 0.92266 0.881345 0.697186 internal_count=1024 1009 1004 748 689 256 248 246 199 39 25 160 148 125 106 74 38 47 36 35 60 11 629 378 192 79 186 251 224 199 is_linear=0 shrinkage=0.03 Tree=150 num_leaves=31 num_cat=0 split_feature=19 17 17 19 17 16 14 6 17 7 17 11 15 14 14 11 11 11 11 11 7 14 11 7 15 14 6 1 19 1 split_gain=0.0210509 0.0287598 0.0187166 0.0220595 0.0311229 0.063203 0.0258111 0.050608 0.0290418 0.0531373 0.0527868 0.0426551 0.0458235 0.0284702 0.0819748 0.0259547 0.0547628 0.068703 0.0540461 0.0887526 0.053084 0.0609505 0.0482501 0.0380921 0.06837 0.0372241 0.0468019 0.0676484 0.0661676 0.0492456 threshold=34.456932345825514 3.6511404627855728 6.5395202085248636 35.198197531872673 25.923643148104102 57.597402400000014 22.474747474747478 0.47578412449695873 33.019141569562926 0.88194444468750022 44.14030061524155 0.85534372268025183 37.49879720952611 60.858585858585869 38.278388278388285 0.2011598542787488 0.18537525602968116 0.12360104052581206 0.082012485844444274 0.040897340993512242 0.60000000300000023 52.506265664160409 0.32153832717697822 0.62361111249382728 58.881037347161552 33.02469135802469 0.99782760350006006 0.73508771929824579 43.717045808123252 0.40833333333333338 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 -4 5 -5 7 -6 9 13 11 12 -10 14 -8 16 17 18 19 25 21 -20 23 -17 -25 -12 27 29 -28 -27 right_child=1 2 3 4 6 -7 8 -9 10 -11 15 -13 -14 -15 -16 22 -18 -19 20 -21 -22 -23 -24 24 -26 26 28 -29 -30 -31 leaf_value=-0.030413104045219873 0.018376466779349298 -0.030547077440451542 0.015318250507547461 -0.03051313549743077 0.0077879640279115052 0.011591781942019003 0.022313181434042779 -0.030629495277951987 0.012959585414044338 -0.03094757288692708 0.028272431112341047 0.030556458328559934 -0.030555593668211801 0.029698013892639957 -0.030539513676581056 -0.030571888844854567 0.025761089009344838 -0.03050020018124585 -0.030692325966873296 -0.031523053521465574 0.030630454461577521 0.024939879326722626 0.00024227911521799441 0.027396428764988504 -0.03072984334295558 0.0078845283614886828 0.023823160982191251 0.024540574828356369 -0.020449668644535922 -0.031266768335716698 leaf_weight=0.020372439554194322 0.076454942114651536 0.018216449767351484 0.082043985137716269 0.08429180791426949 0.056315763969906008 0.051806107279844582 0.090896792709827756 0.068274537974502891 0.026910203741863703 0.024503259570337832 0.053047418827191328 0.015249126590788364 0.11423405403911602 0.080777649534866214 0.037228419649181888 0.085586515342584213 0.10157888347748667 0.053385925260954536 0.034474845509976149 0.070241191453533247 0.12024040520191193 0.036478657886618748 1.8694167815265244 0.037201274069957435 0.035679390886798501 0.081070830579847097 0.039277816889807582 0.13398015894927084 0.13414222616120242 0.044944497174583375 leaf_count=15 5 8 7 50 8 7 8 46 4 8 3 1 69 6 20 47 8 26 11 14 5 3 563 3 10 7 4 13 36 9 internal_value=9.96556e-11 0.000164874 -0.000213332 -6.24913e-05 -0.000414855 -0.0144858 0.000141007 -0.0132645 0.000643996 0.0108475 -0.000127451 -0.0171093 -0.0222591 0.0157499 0.00695615 0.000778752 0.00500983 0.00237919 0.00472616 1.17361e-08 0.0184874 -0.00209066 -0.00110502 -0.016999 -0.00105982 0.00455168 0.0016484 0.00969973 -0.0104223 -0.00607913 internal_weight=3.77832 3.75795 3.68149 3.66328 3.58123 0.136098 3.44514 0.12459 3.32055 0.233406 3.08714 0.156393 0.141144 0.208903 0.128125 2.93075 0.902863 0.801284 0.747898 0.556704 0.191194 0.0709535 2.02788 0.158467 0.0728807 0.486463 0.433416 0.259995 0.17342 0.126015 internal_count=1024 1009 1004 996 989 57 932 54 878 42 836 74 73 34 28 762 139 131 105 86 19 14 623 60 13 72 69 29 40 16 is_linear=0 shrinkage=0.03 Tree=151 num_leaves=31 num_cat=0 split_feature=19 17 17 19 17 16 14 6 17 7 17 7 7 14 14 3 3 3 11 10 19 3 6 14 1 11 15 16 6 19 split_gain=0.0201302 0.0270582 0.0183191 0.0201252 0.0292114 0.0610733 0.0241402 0.0475754 0.0267201 0.050553 0.0504551 0.0408166 0.0482591 0.027346 0.0764377 0.0249788 0.0608683 0.0760079 0.0495775 0.042918 0.0493335 0.0409732 0.0405462 0.0391995 0.0647214 0.0403626 0.0350089 0.0515235 0.038763 0.0359283 threshold=34.456932345825514 3.6511404627855728 6.5395202085248636 35.198197531872673 25.923643148104102 57.597402400000014 22.474747474747478 0.47578412449695873 33.019141569562926 0.88194444468750022 44.14030061524155 0.38117386420443455 0.29965985907993203 60.858585858585869 38.278388278388285 0.45612578053007097 0.56079672409780368 0.6563792242595583 0.60430614650028514 0.9999949408586376 50.625671339663953 0.43829777139965226 0.99871254059081649 37.339743589743598 0.54195804195804198 0.018806648056820332 72.247640255897025 20.538720666666674 0.6207777045029309 46.558015754952372 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 -4 5 -5 7 -6 9 13 11 12 -10 14 -8 21 18 -18 -17 23 -21 26 -20 -19 25 -25 27 28 -12 -29 right_child=1 2 3 4 6 -7 8 -9 10 -11 15 -13 -14 -15 -16 16 17 19 22 20 -22 -23 -24 24 -26 -27 -28 29 -30 -31 leaf_value=-0.030403139683859812 0.01809513936434656 -0.030528606391954982 0.014817481938998765 -0.030496817038469012 0.0072703261827523876 0.01166613390606258 0.021785860180127181 -0.030595740483958252 -0.030277993312906037 -0.030919097146794507 0.0307207425337978 -0.030593466728517173 0.022672519202965702 0.029589132586944032 -0.030509838418847478 0.022040874973182044 -0.02568117335548924 0.015918831346944582 -0.030457233759732739 0.011661655829114801 -0.030700488520946211 -0.030609831117957273 0.01349202756711199 0.003553163313905934 0.0067894033483451022 -0.030680551705298018 0.031053265942700997 0.0064603036000782568 -0.030506783658768539 -0.0036194997745192976 leaf_weight=0.019496051463648079 0.074187827296555375 0.017845631984528487 0.080025458009913897 0.080545442513539789 0.055609318311326539 0.050183783518150449 0.087620047735981976 0.064498111722059548 0.026189890835667362 0.023556054220534861 0.010520041920245027 0.085870672643068247 0.037920934497378767 0.076825284195365384 0.035284365818370134 0.23941337160067611 0.092681075751897879 0.22394249023636803 0.033476638200227171 0.039301589829847217 0.066784847716917284 0.043066073994850629 0.043366184021579102 0.050616516673471779 0.41730275073496159 0.079966672201408073 0.030176835134625324 0.48363880001124904 0.080645249283406883 0.93068778867746005 leaf_count=15 5 8 7 50 8 7 8 46 29 8 1 41 4 6 20 29 43 32 16 7 31 22 12 7 62 31 1 92 61 315 internal_value=5.81089e-11 0.000161874 -0.000208971 -5.73982e-05 -0.000398508 -0.0143115 0.000142978 -0.0130639 0.000632732 0.0106465 -0.000108733 -0.0170707 0.00104172 0.0155488 0.0067724 0.000779039 0.00388139 0.000157019 0.0153115 0.00288475 -0.0150067 -0.00174974 -0.0056545 0.00534389 0.0010215 -0.0174109 -0.000940388 -0.00158169 -0.0234414 -0.000172641 internal_weight=3.68125 3.66175 3.58756 3.56972 3.48969 0.130729 3.35896 0.120107 3.23885 0.223286 3.01557 0.149981 0.0641108 0.19973 0.122904 2.86559 1.28685 0.970596 0.316256 0.877915 0.106086 1.57873 0.0768428 0.771828 0.547886 0.130583 1.53567 1.50549 0.0911653 1.41433 internal_count=1024 1009 1004 996 989 57 932 54 878 42 836 74 33 34 28 762 270 213 57 170 38 492 28 132 100 38 470 469 62 407 is_linear=0 shrinkage=0.03 Tree=152 num_leaves=31 num_cat=0 split_feature=14 19 19 7 19 19 10 11 10 3 14 7 16 19 11 3 19 10 10 3 10 17 11 11 17 19 3 3 19 14 split_gain=0.0177142 0.0194299 0.0243745 0.0284505 0.0264267 0.0613087 0.0353528 0.050789 0.0296197 0.0236662 0.0725697 0.0692655 0.0770262 0.0572137 0.0509353 0.0580303 0.050188 0.0464047 0.0555741 0.0443 0.0435635 0.0423813 0.0456122 0.0501866 0.0787365 0.0467386 0.0429967 0.0530243 0.0429661 0.0421506 threshold=67.592592592592595 34.456932345825514 35.198197531872673 0.42166666550000004 39.703858782147428 39.75696863747261 0.1698657702988309 0.28765439064893567 0.2838778801425742 0.37978877614412931 40.608465608465622 0.90000000225000021 32.151675802657756 44.950884979406652 0.35805860966731079 0.25434369456103484 45.511400210444101 0.66506357917859904 0.36997490070417438 0.40570666712679937 0.4151390115918564 29.479868914828241 0.9347840739207719 0.73678840970239012 70.782083693553005 61.186917328755129 0.46906387144662093 0.50887390657850273 61.976834998761312 37.339743589743598 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -3 6 -6 -4 -8 -9 10 17 12 -12 -11 -14 20 -15 18 -7 -18 -16 -21 23 24 26 -24 -23 -28 -27 -30 right_child=-2 2 4 -5 5 9 7 8 -10 13 11 -13 14 16 15 -17 19 -19 -20 21 -22 22 25 -25 -26 28 27 -29 29 -31 leaf_value=-0.030390589342108171 -0.030151259067787331 -0.0057407940138582293 -0.030744441716075613 0.027934375518195262 0.029583018111240044 -0.030462757016401845 -0.030353515264471304 0.030475037980302808 -0.0093480477769524745 0.017274138045469737 -0.030299117724581777 -0.030595590244677388 0.015502136905851267 -0.030919317466608233 -0.030197228292678686 -0.023687948687462861 -0.030670969815722496 -0.018649791569237066 0.015572128947009314 -0.020241501690197904 0.0064651316388271247 -0.030620540704862493 -0.030629606152332858 0.015570563084332625 -0.018335880145573392 0.026332126686260303 0.026114418581883504 0.0035524702124994996 0.030793427000178161 -0.030577125599319181 leaf_weight=0.018653970939340847 0.017451763189455849 0.036286556161940431 0.057816383632598778 0.05977370566688478 0.063866058597341513 0.032345195417292638 0.036088919528992847 0.039637291803956032 0.029187194799305871 0.20144952560076479 0.056971959405927919 0.05681396386353299 0.30957382800988853 0.045028000837191828 0.03111203019216191 0.077770985240931623 0.038242582959355675 0.33351493638474494 0.087308789137750864 0.073165425856131949 0.46710085548693314 0.02878395907464415 0.068610966845881083 0.30997513476177119 0.14926510929944925 0.038357959943823516 0.10904999281046912 0.66811863478505984 0.013429181650280952 0.040293320722412318 leaf_count=15 30 6 22 4 4 16 20 2 11 38 64 28 40 10 40 45 15 143 12 22 119 15 33 45 72 4 11 123 1 14 internal_value=-2.9144e-11 0.00014708 0.000307142 0.0152137 -0.000106365 0.000475592 -0.0119084 -0.00152813 0.0135868 -9.88255e-05 -0.00294179 0.00157377 0.00351288 0.00221618 0.00568816 0.000413443 0.000299114 -0.0128997 0.00312785 0.00121352 0.00417567 0.00202693 0.00316957 0.00508179 0.00167811 -0.0118862 0.00538477 0.0067183 0.00207996 -0.0152361 internal_weight=3.59504 3.57759 3.55894 0.0960603 3.46288 3.30015 0.16273 0.104913 0.0688245 3.23628 1.45251 0.999344 0.94253 1.78377 0.885558 0.575984 1.58232 0.453169 0.119654 1.53729 0.498213 1.49905 1.42588 1.26519 0.955218 0.160691 0.805953 0.777169 0.0920805 0.0537225 internal_count=1024 994 979 10 969 914 55 33 13 910 507 336 308 403 244 204 365 171 28 355 159 340 318 266 221 52 149 134 19 15 is_linear=0 shrinkage=0.03 Tree=153 num_leaves=31 num_cat=0 split_feature=19 17 1 1 10 1 14 16 15 1 1 10 6 14 14 14 15 3 17 6 6 16 19 14 14 6 3 15 15 10 split_gain=0.0182012 0.024901 0.0184504 0.0699881 0.0397792 0.0373346 0.0640744 0.0379294 0.0421894 0.0328035 0.0634205 0.0461987 0.0642388 0.0584332 0.0448402 0.0441785 0.0393941 0.038342 0.0381276 0.0380848 0.0648182 0.0367279 0.035198 0.0384007 0.0597008 0.0601909 0.0665894 0.046732 0.0438736 0.0351297 threshold=34.456932345825514 3.6511404627855728 0.8257575757575758 0.75961538461538469 0.35654120693873126 0.87083333333333346 49.005847953216382 34.572693496376822 37.410404278941542 0.68990384615384626 0.62828947368421062 0.99991564351682449 0.95372126032243798 22.474747474747478 57.359307359307373 51.683501683501689 72.632889488571763 0.24460414278169243 48.719291135760791 0.99880700509453846 0.99986348347970677 20.538720666666674 59.070421115753156 48.601398601398607 38.278388278388285 0.66406920932186486 0.73637639369454055 66.78753416551335 70.100727060218972 0.99998602282094473 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 9 -4 -6 -7 8 -8 10 11 12 15 -14 -11 22 -16 21 -19 -20 -21 -15 23 24 25 27 -27 -3 -26 -13 right_child=1 2 4 -5 5 6 7 -9 -10 14 -12 29 13 17 16 -17 -18 18 19 20 -22 -23 -24 -25 28 26 -28 -29 -30 -31 leaf_value=-0.030373706035503167 0.017737905609706745 0.0089103033883739576 -0.01762029887477036 -0.030564143508409712 0.016857010046653395 -0.030795186683244213 0.030405874656588398 0.0085909102103219077 -0.020791110290840679 0.016634070238398357 -0.024046791788107195 -0.026623786922873729 -0.030515765079142609 -0.03070206870874103 -0.030541248954002793 -0.030511463476281697 0.029428485734130552 -0.03147154388226911 0.019953960889353899 -0.030446777154007662 0.0146262277759849 0.0037426401878488617 -0.030711074358645476 0.014550519090625857 -0.030378583495951201 -0.026213979090163621 0.01154486381701582 -0.030838116633854343 0.018453576936010723 -0.0047870451292769227 leaf_weight=0.017666457817540837 0.071004586294293737 0.39983128511812738 0.07281625730684016 0.072409764296025858 0.19715461354644503 0.049769259727327153 0.017553325742483139 0.43846693652449176 0.082908030482940376 0.18915922951418895 0.10942921341484169 0.093079931699321494 0.03536781165166758 0.031364130118163303 0.038004697184078395 0.053777495631948113 0.013311487826285884 0.016385282389819622 0.37848371255677193 0.040335902944207191 0.099667309259530157 0.2494313857605448 0.038178567541763186 0.11897504719672725 0.1054409121570643 0.12951751143555157 0.062232448253780603 0.028519373736344278 0.019643987063318491 0.23049300204729661 leaf_count=15 5 71 39 50 39 21 1 74 51 37 52 55 27 14 28 31 2 2 37 28 21 56 14 24 77 58 8 8 3 76 internal_value=1.08504e-11 0.000154074 -0.000211881 -0.00149133 0.00359224 0.00555777 0.00177366 0.00478135 -0.0118456 -0.000642691 -0.001773 -0.000629068 0.00124016 0.00723536 0.00988672 -0.00409615 -0.014985 0.00887227 0.013585 0.0150089 0.00164038 -0.000104744 -0.00252186 -0.00127646 -0.00380337 1.03694e-05 -0.0139593 0.00626387 -0.0227097 -0.0110687 internal_weight=3.50038 3.48271 3.41171 2.55304 0.858668 0.785852 0.588698 0.538928 0.100461 2.48063 2.24015 2.13073 1.80715 0.851036 0.240475 0.956117 0.0513162 0.815668 0.534872 0.518487 0.140003 0.280796 0.902339 0.864161 0.745186 0.620101 0.19175 0.428351 0.125085 0.323573 internal_count=1024 1009 1004 779 225 186 147 126 52 729 662 610 479 185 67 294 30 158 88 86 49 70 263 249 225 145 66 79 80 131 is_linear=0 shrinkage=0.03 Tree=154 num_leaves=31 num_cat=0 split_feature=14 1 1 7 14 15 3 6 15 1 17 17 15 1 16 15 9 17 17 14 16 15 7 11 9 15 15 9 14 1 split_gain=0.0166066 0.0166569 0.0686585 0.0398463 0.0549582 0.0405921 0.0582292 0.0380584 0.0408767 0.0455602 0.0484807 0.037522 0.0364785 0.0622132 0.04518 0.0417392 0.0506471 0.0381425 0.0490412 0.0352209 0.0329471 0.0317643 0.0392127 0.0287285 0.0425847 0.026778 0.0677534 0.0656841 0.0402379 0.0719647 threshold=67.592592592592595 0.8257575757575758 0.75961538461538469 0.25000000187500004 45.534290271132384 43.46706814429325 0.90599638785615977 0.36592304316571911 46.164559784129679 0.97368421052631593 48.309724535747442 48.719291135760791 41.918079947765683 0.25657894736842113 37.987013003787887 37.736634013669509 0.19090908640000001 13.773594544823817 25.923643148104102 56.808236808236813 34.572693496376822 51.913768473940287 0.48418602832601426 0.059575548434246547 0.97368421000000016 73.405171817070212 72.247640255897025 0.66666666333333346 54.235485485485491 0.5590277777777779 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 12 4 -3 -5 7 -7 -9 10 -10 20 13 14 -1 -16 -17 -14 -19 -15 -6 -11 -23 -8 -25 26 28 -27 29 -20 right_child=-2 3 -4 5 11 6 23 8 9 21 -12 -13 17 19 15 16 -18 18 25 -21 -22 22 -24 24 -26 27 -28 -29 -30 -31 leaf_value=-0.016237601827908416 -0.030143174573985351 0.014151021627365394 -0.03054674818966862 0.019660687161645353 -0.030314713035018401 -0.031187528201189221 0.030641024660139113 -0.030783918641957283 0.014730556885405293 0.025418982164178452 -0.030679543444568205 -0.030539707086778594 0.018675182480395933 -0.030388882570945609 0.027612780192826734 0.030319488670505823 -0.030509773983252893 -0.030541144054249767 -0.0014680500860794847 0.009307374754539981 0.02617470164510043 0.022148008967047786 -0.030693109330366796 -0.010331569444697861 0.028259538242116012 -0.030813012938227666 0.025049313046928968 0.015835336596338311 -0.015161489225349304 0.014143792705342752 leaf_weight=0.078510397011997912 0.016370252043998224 0.065363845555111655 0.069197808610624523 0.17499737694743089 0.015006081943283789 0.043328369880327955 0.074436064343899488 0.035508294706232846 0.034717219299636781 0.088280781696084887 0.054183378466404974 0.088275707414140925 0.10718534071929786 0.12435221697523957 0.072195146000012755 0.019784791395068169 0.03264538171060849 0.045332237976254297 1.2695905367872908 0.023998209406272508 0.024404587806202471 0.025155803305096924 0.025402845116332173 0.059800091781653464 0.045176340499892831 0.071213096030987688 0.10713945911265899 0.043921280128415674 0.13659139651281282 0.33608399433433067 leaf_count=31 30 8 49 26 15 16 5 12 7 8 19 63 19 103 5 1 23 28 359 12 3 4 8 9 4 23 8 7 60 59 internal_value=2.17116e-11 0.000145485 -0.00107412 0.0037695 -0.00822103 0.00727149 0.00281033 -0.00513359 -0.000845345 0.00382256 -0.0129461 -0.0196735 -0.000247947 -0.00919813 0.00158785 0.0128174 -0.00755554 0.00123801 0.000308099 -0.0239673 0.00466568 0.0145597 -0.00440165 0.0163848 0.00627602 0.00101995 0.00189386 -0.0130177 0.000469934 0.00179967 internal_weight=3.40815 3.39178 2.53774 0.854037 0.19305 0.660987 0.485989 0.306577 0.263248 0.22774 0.0889006 0.127686 2.46854 0.351486 0.203136 0.124625 0.0524302 2.11706 2.00987 0.14835 0.0394107 0.138839 0.0505586 0.179412 0.104976 1.96454 1.84941 0.115134 1.74227 1.60567 internal_count=1024 994 787 207 89 118 92 74 58 46 26 81 738 175 60 29 24 563 544 115 18 20 12 18 13 516 486 30 478 418 is_linear=0 shrinkage=0.03 Tree=155 num_leaves=31 num_cat=0 split_feature=19 17 19 6 19 19 15 15 19 3 19 17 17 11 3 3 15 7 11 1 10 10 1 6 10 11 11 3 1 10 split_gain=0.0172516 0.0231166 0.0176719 0.0568408 0.0426744 0.0355906 0.0339109 0.0586935 0.0383939 0.0364755 0.0514706 0.0579543 0.0449432 0.0758055 0.0370294 0.0664677 0.0468242 0.0571722 0.0330892 0.0461584 0.0287233 0.033645 0.0253959 0.0495646 0.0580112 0.104673 0.0967448 0.0566612 0.0493698 0.0589616 threshold=34.456932345825514 3.6511404627855728 54.843944828764144 0.99997618788042197 53.265269905232039 54.941146460112286 36.350462776174844 47.639929940851601 62.146108536096008 0.99862335826171078 58.068303178409323 80.774225547235076 49.999449692238279 0.54082558374134437 0.73637639369454055 0.56079672409780368 62.496766859970684 0.32953560918668051 0.60267944014956132 0.06458333333333334 0.99998964906937782 0.9999949408586376 0.55050505050505061 0.99928838555771293 0.99995743658303604 0.082012485844444274 0.36103448144347211 0.75603007065444527 0.2264957264957265 0.99776766111806114 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 22 -4 -7 8 -8 12 -11 -12 -9 -14 15 16 17 -15 -18 -20 -6 -22 28 24 25 -24 -27 -28 29 -3 right_child=1 2 5 -5 20 6 7 9 -10 10 11 -13 13 14 -16 -17 18 -19 19 -21 21 -23 23 -25 -26 26 27 -29 -30 -31 leaf_value=-0.030371479156175621 0.01765082175540187 0.0065226136137802983 0.02529261944967888 -0.03034145467693054 -0.03042938023028471 0.030643152771024664 -0.030730764549120545 0.02148794184776558 0.0047980153448957891 -0.031021453602480636 0.014918644466118342 -0.030967552455704497 -0.030641834388739676 -0.030431709743185941 0.017895915805524711 -0.030377119308230314 0.030633938194906951 0.018879551338246467 0.017974014878497768 -0.030654426077754357 0.030628349948244725 -0.03062853572134425 -0.03091759120030137 -0.030703138317658495 0.022047678803923349 0.014743651679224291 -0.024989667753245234 0.017331457035637158 -0.011211231534922515 -0.013499905707256723 leaf_weight=0.016747243731515815 0.066588927991688585 0.56240788669674768 0.059940095801721216 0.06116473716974713 0.071094483457272761 0.034889540635049232 0.082068985866498911 0.13957790122367442 0.041075154673308134 0.062009264947846532 0.090888541104504839 0.034053703537210822 0.05601687851594761 0.023670583905186504 0.16457360610365868 0.052788429573411122 0.014942397363483906 0.19958850715192966 0.02401790302246809 0.065413728982093744 0.018247254192829132 0.014467836532276124 0.077763982400938292 0.035004285571631044 0.15671105368528515 0.36449033477401827 0.1097082187407068 0.038450463034678251 0.40708942808851134 0.17310673266183585 leaf_count=15 5 113 8 59 49 2 40 12 7 14 17 8 23 12 19 32 1 26 2 33 1 10 29 27 25 64 99 7 186 79 internal_value=2.06731e-10 0.000154049 -0.000206079 -0.00184768 -0.000988537 0.00278862 0.00154606 0.000579847 -0.01888 0.00316342 -0.00867735 0.00241211 0.00615245 0.00259097 0.00600677 0.000863429 0.00589692 0.0136514 -0.0106902 -0.0175947 -0.0197246 0.00353826 2.19868e-05 0.0041871 0.00582178 0.001515 0.00643471 -0.0140064 -0.00282909 0.00181022 internal_weight=3.31856 3.30181 3.23522 2.08971 2.02854 1.14552 1.08558 1.05069 0.123144 0.927541 0.186952 0.124942 0.74059 0.601012 0.544995 0.380422 0.327633 0.223259 0.104374 0.0894316 0.10381 0.0327151 1.92473 0.782128 0.747124 0.590413 0.512649 0.148159 1.1426 0.735515 internal_count=1024 1009 1004 748 689 256 248 246 47 199 39 25 160 148 125 106 74 38 36 35 60 11 629 251 224 199 170 106 378 192 is_linear=0 shrinkage=0.03 Tree=156 num_leaves=31 num_cat=0 split_feature=19 9 11 11 10 11 15 14 15 3 3 10 5 3 1 10 11 14 11 1 1 17 3 10 6 10 14 14 14 16 split_gain=0.0155445 0.0177659 0.0464338 0.0422292 0.0374368 0.0373841 0.065246 0.0404062 0.0365396 0.0337811 0.0406169 0.0308793 0.027228 0.0374835 0.0258568 0.0257985 0.0243709 0.029002 0.0249719 0.0397115 0.0445175 0.0505821 0.0305273 0.0503903 0.0500047 0.0333765 0.056358 0.0788533 0.0425873 0.0538469 threshold=67.20204536709997 0.93160714667755118 0.61204350697756149 0.78028244585457607 0.9999949408586376 0.81902880181828008 62.430615041272382 20.972222222222225 62.496766859970684 0.021456750914678524 0.0028881696736229143 0.9999949408586376 0.75000000000000011 0.75603007065444527 0.069047619047619038 0.80056732471997749 0.59356130317165301 20.601851851851858 0.49311782270730814 0.24038461538461539 0.43303571428571436 78.38605981861933 0.10880302876976193 0.9999949408586376 0.47578412449695873 0.99991750267989132 50.438596491228076 40.608465608465622 37.339743589743598 49.999999972222227 decision_type=2 2 2 2 2 2 2 2 2 2 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 9 12 15 7 -7 -8 10 -4 -10 -3 14 -14 -5 17 -1 22 -20 -21 -22 23 24 -19 28 27 -27 -24 -30 right_child=-2 4 3 5 -6 6 8 -9 11 -11 -12 -13 13 -15 -16 -17 -18 18 19 20 21 -23 25 -25 -26 26 -28 -29 29 -31 leaf_value=-0.030348405340409883 -0.030490775712195176 0.010608434630839235 -0.030394229132813411 -0.030426481676970575 -0.030655018285169085 0.027868110900562099 0.019351025600016961 -0.03034683378208972 -0.030748151184422645 -0.030301210902195452 0.023793623838420732 0.013039586629556201 0.004347851136444203 0.011417915600330163 -0.030403907902623761 0.019651299473305916 0.016455430360867506 0.0068974151217768218 -0.030842043158034745 0.017283641703798164 -0.030285484414248734 0.018718365005200899 0.012524843657208053 0.020454686934108325 -0.030464623199741945 -0.030841298137424474 -0.030602329401643629 0.010944064957963661 -0.0049372783146410457 0.010675666181690699 leaf_weight=0.027269240032185116 0.014978090039221459 0.40353452542331059 0.022839321609353536 0.010498885079869069 0.025550044258125126 0.011884401814313605 0.075761412503197789 0.11051997797767399 0.034025444969302043 0.1163219961890718 0.02736612394801341 0.025251483311876655 0.030138980131596327 0.074285884154960513 0.053428470579092391 0.078374588221777231 0.088607747165951767 0.048682719148928189 0.055132793306256533 0.066822447784943506 0.061318112886510789 0.027441297628683969 0.47323979745851807 0.039358962269034237 0.095452594403468538 0.053078419092344009 0.064631729255779646 0.17352603934705257 0.50165207502141129 0.32931860181270167 leaf_count=21 8 62 18 8 17 2 7 94 15 114 8 3 8 9 31 17 18 20 24 14 60 5 68 7 66 24 40 35 147 54 internal_value=-9.84199e-11 0.00014248 -0.00091497 -0.00900986 0.00485985 -0.0030403 -0.00883158 -0.0246947 0.00554739 -0.0214243 -0.000857363 -0.0120949 0.00647621 -0.00408737 -0.0178705 0.0137355 0.0010567 0.0003802 0.000801351 -0.00896409 -0.00121131 -0.0151352 0.00195806 -0.00963009 -0.0178453 0.00329083 -0.00589147 0.00115652 0.00534128 0.00125022 internal_weight=3.22029 3.20531 2.61838 0.512844 0.586938 0.346316 0.257443 0.122404 0.135038 0.166527 0.0502054 0.0592769 0.561388 0.157853 0.0835675 0.0888735 2.10553 2.01692 1.98966 0.210715 0.155582 0.0887594 1.77894 0.183494 0.144135 1.59545 0.291236 0.226604 1.30421 0.830971 internal_count=1024 1016 889 286 127 146 121 96 25 140 26 18 110 48 39 25 603 585 564 103 79 65 461 93 86 368 99 59 269 201 is_linear=0 shrinkage=0.03 Tree=157 num_leaves=31 num_cat=0 split_feature=19 17 17 14 7 3 3 6 17 9 14 16 15 17 10 11 14 17 7 10 6 6 15 14 3 16 11 19 6 7 split_gain=0.0159739 0.0212413 0.0159637 0.0159451 0.0598621 0.0377918 0.0437364 0.0392528 0.046555 0.086708 0.0360252 0.0326941 0.0308694 0.0275368 0.0236067 0.0663712 0.0553288 0.0495246 0.0416755 0.0373776 0.04726 0.0357294 0.0618887 0.0606113 0.0578571 0.0418122 0.0347615 0.10537 0.0322709 0.0318842 threshold=34.456932345825514 3.6511404627855728 6.5395202085248636 60.858585858585869 0.15192307962500004 0.093961866410014236 0.23756813852572153 0.36592304316571911 49.763219951123993 0.97368421000000016 57.359307359307373 67.542735138888901 72.632889488571763 90.304451852226336 0.901548481233715 0.11203913260129782 22.474747474747478 78.874162867636173 0.74074074166666681 0.97612585019922704 0.97579174918051637 0.90926966808288112 43.089885869811418 37.339743589743598 0.67613034477124045 37.499999718750004 0.23264735320436811 52.978019117504893 0.99994298970506412 0.12613636292231409 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 -7 -8 -9 13 14 -6 -12 -10 15 -4 -16 18 -17 20 21 -18 -23 -24 25 -25 -21 28 -28 -29 right_child=1 2 3 4 5 6 7 8 9 -11 12 -13 -14 -15 16 17 19 -19 -20 26 -22 22 23 24 -26 -27 27 29 -30 -31 leaf_value=-0.030344076691466586 0.017279219711935093 -0.03046318826760442 -0.030687982786786441 -0.030333153964001363 -0.030467982769204597 0.023533459348212039 -0.030605455592673778 0.023429727520416312 -0.030533097085812009 0.019806158407680369 -0.030539112820887671 0.030313202477341084 0.018209580890088298 0.011931362652331289 -0.030521550596346918 0.0023182136682369445 0.027838731361219459 -0.030428252995677359 -0.023007349295912024 0.0055264958734448817 0.030831092620586149 -0.030492895930376931 0.023803369067826603 -0.03076839314860063 -0.030839692622589128 0.01612844225820996 -0.030335094083442971 0.020881305862723878 0.0022118550772641707 -0.00082130203967297865 leaf_weight=0.015536405597231684 0.063830767758190965 0.015613748517353421 0.078381109924522518 0.040723880345467367 0.03808560389734339 0.1484131031029392 0.027394895820179954 0.099468845757655799 0.073694542377779726 0.08319558878429234 0.06197435608919466 0.010070871561765671 0.014408909482881427 0.016894520726054907 0.04621137243520923 0.68887681754131336 0.055139511707238742 0.050826936872908846 0.063904644644935615 0.48527261134586275 0.080307601951062679 0.046069708667346276 0.1145208076632116 0.021010754629969597 0.05186767817940563 0.092170007963431999 0.14717383546667406 0.076508857135195285 0.033695116086164489 0.29910778035991825 leaf_count=15 5 8 31 54 28 18 13 10 37 10 50 1 2 3 40 207 6 31 32 86 4 27 15 9 15 17 135 13 23 79 internal_value=6.95077e-12 0.000150869 -0.000206309 -5.11804e-05 0.00463546 0.00749952 0.010208 0.00362993 0.00706218 -0.00230609 -0.00105665 -0.0177569 -0.0213432 -0.0226136 -0.000419249 -0.00433707 0.00181145 -0.00176689 0.000168292 0.00280566 0.00991718 0.00550636 0.00172489 0.007034 -0.00460163 0.00742256 -0.000341921 -0.00545936 -0.0242717 0.00359927 internal_weight=3.14035 3.12481 3.06098 3.04537 0.537942 0.497218 0.449061 0.300648 0.273253 0.173785 2.50743 0.0481565 0.0763833 0.0905891 2.43105 0.88199 1.54906 0.803608 0.752781 1.50284 0.461086 0.380778 0.325639 0.279569 0.165048 0.113181 1.04176 0.556486 0.180869 0.375617 internal_count=1024 1009 1004 996 174 120 91 73 60 50 822 29 52 40 770 301 469 270 239 429 93 89 83 56 41 26 336 250 158 92 is_linear=0 shrinkage=0.03 Tree=158 num_leaves=31 num_cat=0 split_feature=19 17 19 6 19 1 6 10 1 19 19 11 3 3 19 1 6 6 19 9 11 6 19 19 14 1 15 19 15 15 split_gain=0.0151541 0.0198045 0.0152874 0.0517289 0.0390207 0.0443459 0.0538483 0.0637823 0.0528909 0.0495383 0.0429292 0.0411322 0.0580087 0.0433576 0.0449322 0.0409549 0.0391632 0.0435595 0.0485735 0.076236 0.0365638 0.0475228 0.0345535 0.0447731 0.0340875 0.0530153 0.0394547 0.0321134 0.029728 0.0544198 threshold=34.456932345825514 3.6511404627855728 54.843944828764144 0.99997618788042197 48.400558795493097 0.55050505050505061 0.99809818261536731 0.98425434299674475 0.40833333333333338 46.467503095184107 49.610940926581463 0.15767089996659242 0.99862335826171078 0.31000052468826317 48.152411074080796 0.39230769230769236 0.99928838555771293 0.99918662710807493 49.772413581917931 0.49999999625000008 0.14037184096761532 0.99994298970506412 42.372925393540044 46.060453615193545 37.108262108262117 0.8257575757575758 42.280200075999296 54.941146460112286 36.350462776174844 47.639929940851601 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 5 6 7 8 11 24 -6 12 -3 22 15 -15 17 18 -12 -20 -8 -22 -13 -24 -7 -26 -27 -4 -29 -30 right_child=1 2 27 -5 10 9 20 -9 -10 -11 16 13 -14 14 -16 -17 -18 -19 19 -21 21 -23 23 -25 25 26 -28 28 29 -31 leaf_value=-0.030326256684573553 0.016897772274304345 -0.03071867750277478 0.025081381808203587 -0.030315270890601688 -0.030297291922021501 0.019060230378828185 0.021211010153125411 -0.030788477570941997 -0.030579735055473331 0.021503697141164093 0.021633805434464588 0.017681262803283124 0.024244960527054278 -0.030648583176826356 0.030817987870820768 0.030881655329094856 -0.030519076615752771 0.027385343506415132 -0.030594102079885152 -0.0011151913247981181 -0.030330262739801904 0.030593469257319254 -0.030348629969199473 0.013284842168866041 -0.030394718965265032 0.019838650963011017 -0.016537874773473543 0.030585566583795423 -0.019069014990579676 0.0031636211376633101 leaf_weight=0.014758120247279627 0.062224983237684106 0.069898083689622803 0.054792101567727292 0.055539891756779869 0.063314801031083223 0.066355855582514778 0.12702161964261904 0.08185281007172307 0.053727856444311328 0.18924521785811521 0.056901604431914166 0.20332206122111529 0.022957677487283945 0.068214450802770443 0.017834385856986046 0.011356658302247524 0.047278724741772749 0.041766308306250721 0.10201912307820749 0.34924111256259494 0.032832845681696199 0.017754266038537025 0.036295680431067012 0.050771294278092682 0.055282054832787253 0.068036435040994547 0.044312562007689849 0.030615064315497875 0.11226490579065285 0.84415670121961739 leaf_count=15 5 23 8 59 63 11 16 41 38 28 11 27 2 39 1 1 38 4 62 133 34 1 26 11 45 17 17 2 47 199 internal_value=-2.05445e-10 0.000147359 -0.000202996 -0.00178175 -0.000937716 0.00224834 -0.00193297 -0.00612768 -0.00235029 0.0100911 -0.00680832 0.000805248 -0.0171295 0.00509964 -0.0122205 -0.0218668 -0.00431806 -0.00206549 -0.00448608 -0.00777967 0.012621 -0.00894821 0.0109093 -0.00490468 0.000860693 -0.0063435 0.00549106 0.00272641 0.00148545 0.000553951 internal_weight=3.05195 3.03719 2.97496 1.93313 1.87759 1.21707 0.79384 0.616231 0.534378 0.423232 0.660522 0.48065 0.0928558 0.387795 0.0974055 0.0795711 0.597207 0.549928 0.508162 0.45126 0.177609 0.0505871 0.290389 0.087067 0.233987 0.167631 0.112349 1.04183 0.987037 0.956422 internal_count=1024 1009 1004 748 689 378 260 209 168 118 311 130 25 105 41 40 248 210 206 195 51 35 64 37 90 79 34 256 248 246 is_linear=0 shrinkage=0.03 Tree=159 num_leaves=31 num_cat=0 split_feature=19 19 11 17 1 3 15 3 3 14 3 14 19 3 3 1 11 19 17 9 19 17 15 19 10 19 14 1 3 10 split_gain=0.0140874 0.0151148 0.0152132 0.029027 0.0305436 0.0337696 0.0426956 0.0422119 0.0403243 0.0409431 0.0718624 0.0507653 0.0388166 0.0354038 0.0493955 0.0353268 0.0612459 0.0311982 0.0809594 0.0278191 0.0300693 0.0597368 0.0349916 0.0275757 0.026899 0.0268946 0.0505145 0.025596 0.0333519 0.0250267 threshold=67.20204536709997 66.52963373194811 0.37075155745882143 27.557399545180974 1.0000000180025095e-35 0.73637639369454055 56.588063540219672 0.25434369456103484 0.21554254848290463 64.863547758284611 0.077729198247129053 49.005847953216382 56.992129644156272 0.43418601421005182 0.56079672409780368 0.45804195804195813 0.67994794102347189 60.317263436921401 45.241783603344352 0.20227272500000001 42.542167774788609 77.871392421069544 53.61886273758882 53.200192576622285 0.57193409442153997 60.584702304254542 56.808236808236813 0.57518796992481214 0.55864843220863347 0.99985549643774885 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 19 7 -7 8 9 10 11 15 -11 -9 24 16 -6 18 -8 -5 -21 -22 -23 -17 -15 -19 -27 -26 -29 -10 right_child=-2 -3 3 4 5 6 17 13 29 12 -12 -13 -14 14 -16 23 -18 25 -20 20 21 22 -24 -25 27 26 -28 28 -30 -31 leaf_value=0.002135184209757497 -0.030451585005897865 0.017965090767116627 -0.030668040036937419 -0.030437146945234698 0.012978561635096392 0.025645171189318833 0.018111951376866175 -0.026983259388088678 -0.0088571090777945245 -0.030320223585095521 -0.030383654524321384 -0.030446092717151135 0.024079427846818657 -0.0304358989476026 -0.030281240585310523 -0.0079846105158394246 -0.030617361046865403 0.03043530305671141 -0.027236178524444869 0.027015773966838044 -0.030427871170383997 -0.030556875689223332 0.02004326935819983 0.030434919262831612 0.014029963101236628 -0.030729444617263978 0.018282464567285016 -0.030308202259032267 0.030424135681121529 0.023774074069877329 leaf_weight=1.3991154199247842 0.013609877321869024 0.042203465709462651 0.031577548434142844 0.015637662290828191 0.069586233687004784 0.068860439932905138 0.057247632183134556 0.13079462652967777 0.028815883793868124 0.014441569888731465 0.1061175840877695 0.043168681397219189 0.064662269040127285 0.02102005694177933 0.061515583081927616 0.023015970888081938 0.049727090416126885 0.040528229437768459 0.092976590647595003 0.071319036651402712 0.035869512124918401 0.013999313174281269 0.10132579249329865 0.062394456937909126 0.10137429495807737 0.029644500697031617 0.052342949726153165 0.030248385533923283 0.011133495718240738 0.079551087779691443 leaf_count=362 8 4 24 9 18 7 7 107 14 15 110 41 9 12 55 15 32 3 37 5 20 11 14 3 29 10 7 24 1 11 internal_value=-4.41886e-13 0.000140479 -0.000118207 -0.00220765 -0.00159931 -0.00349037 0.00453736 -0.00654561 -0.00126977 -0.00536484 -0.00972499 -0.000881447 0.014148 -0.0145683 -0.00736068 0.00535265 -0.00519123 -0.000791863 -0.00995486 0.00824041 0.0109586 0.00338433 0.0139009 0.0200818 0.00124845 0.0104435 0.00056105 0.00591379 -0.0139686 0.0150971 internal_weight=2.96383 2.95022 2.90801 1.5089 1.47732 1.23917 0.3416 0.897567 0.541481 0.433114 0.35401 0.247892 0.0791038 0.356086 0.225292 0.204724 0.119313 0.27274 0.150224 0.238151 0.222514 0.151195 0.115325 0.0854104 0.163776 0.122516 0.0819875 0.142756 0.0413819 0.108367 internal_count=1024 1016 1012 650 626 567 71 496 268 243 219 109 24 228 121 68 50 64 44 59 50 45 25 18 66 20 17 54 25 25 is_linear=0 shrinkage=0.03 Tree=160 num_leaves=31 num_cat=0 split_feature=14 19 19 7 19 15 15 19 19 17 3 14 7 10 7 16 19 11 3 19 3 17 11 19 11 17 6 3 3 6 split_gain=0.0137435 0.0142231 0.017473 0.0225545 0.0216433 0.031922 0.031196 0.0267236 0.0234425 0.0222601 0.0202887 0.0672813 0.0624556 0.0552107 0.054538 0.0606115 0.0430818 0.0410436 0.0418706 0.0379981 0.0332107 0.0337962 0.0356834 0.0372255 0.0353559 0.0603178 0.0435321 0.0349423 0.0418192 0.0327441 threshold=67.592592592592595 34.456932345825514 35.198197531872673 0.42166666550000004 38.80106502149372 49.881244962671211 27.338601098636921 40.119323944489764 39.703858782147428 32.215562997196777 0.37978877614412931 40.608465608465622 0.4615384753846154 0.99611291962353399 0.90000000225000021 32.151675802657756 44.950884979406652 0.35805860966731079 0.25434369456103484 45.511400210444101 0.40570666712679937 29.479868914828241 0.9347840739207719 61.186917328755129 0.73678840970239012 70.782083693553005 0.99999725812554507 0.46906387144662093 0.50887390657850273 0.41517852434411151 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 8 9 -6 11 12 13 -9 15 -13 -12 -17 29 -18 -21 -22 24 -24 25 27 -27 -23 -29 -19 right_child=-2 2 4 -5 7 -7 -8 10 -10 -11 16 14 -14 -15 -16 17 19 18 -20 20 21 22 23 -25 -26 26 -28 28 -30 -31 leaf_value=-0.030305869212350307 -0.03012338356989501 -0.0060339683979814219 0.030629109868439711 0.027520811358588759 0.018585971081458989 0.01589585555774729 -0.030584587480548982 0.0045934579928889963 0.024453316234376635 -0.030334934531779871 0.016742181725966074 -0.030264478049159462 -0.030710715091220999 -0.030496905785957998 -0.030504036576200332 0.015310287640426939 -0.03073753589229437 -0.030159804531636865 -0.023015382419065859 -0.030532321656352921 -0.019725993756401421 -0.030568384395540094 -0.030527355865483809 0.0021899969567876617 0.0148979610751409 -0.030393159027082312 0.0079853016646335324 0.025844861686301759 0.0036302241882513113 0.0060098213550950448 leaf_weight=0.013741454560659672 0.013567092628363642 0.029475014773197805 0.0084518529474738591 0.046425620326772332 0.016802928643301462 0.024404100957326591 0.066032272268785164 0.15901590483554195 0.07420438711415045 0.01668174093356356 0.16200822868267994 0.044994487332587596 0.129775717650773 0.054078014451079071 0.044985537781030871 0.25374226916756015 0.03450010495726008 0.023983966842934024 0.060373743443051353 0.029021200025454053 0.061488230770919361 0.02341699192766078 0.054804671177407616 0.072973887319676578 0.24541171299642883 0.08044776992755942 0.039739357947837561 0.088733885146211833 0.54286074468109291 0.3706027577718487 leaf_count=15 30 6 1 4 3 5 37 51 12 9 37 63 69 45 28 40 10 40 45 15 22 15 33 19 45 62 10 11 123 119 internal_value=1.50321e-10 0.000142242 0.000288565 0.0144903 -9.86822e-05 -0.0138821 -0.0236386 0.000409025 0.0150508 -0.00578595 -0.000202842 -0.00318778 -0.0143036 -0.00431162 0.0015842 0.00349943 0.00217102 0.00564305 0.000251406 0.000317203 0.001182 0.00194273 0.00310293 -0.0118426 0.00497409 0.0018324 -0.0177035 0.00541701 0.0067512 0.00381134 internal_weight=2.88675 2.87318 2.85944 0.0759006 2.78354 0.0988882 0.0744841 2.68465 0.107689 0.0334847 2.57696 1.14155 0.34287 0.213094 0.798683 0.753697 1.43541 0.708703 0.45496 1.2734 1.2389 1.20988 1.14839 0.127779 1.02061 0.775199 0.120187 0.655012 0.631595 0.394587 internal_count=1024 994 979 10 969 43 38 926 24 12 902 500 165 96 335 307 402 244 204 365 355 340 318 52 266 221 72 149 134 159 is_linear=0 shrinkage=0.03 Tree=161 num_leaves=31 num_cat=0 split_feature=19 9 11 3 14 1 1 1 15 11 11 15 15 19 19 6 3 6 19 19 6 19 7 19 7 16 16 16 7 1 split_gain=0.0130238 0.0141235 0.0418445 0.0370069 0.0295538 0.034762 0.034252 0.0398904 0.0332529 0.027733 0.0609167 0.0352959 0.0220937 0.0218734 0.0607545 0.0330194 0.0246415 0.0517779 0.021129 0.0266754 0.0474566 0.0411104 0.0390238 0.0510231 0.0450264 0.0436278 0.04135 0.0395074 0.0379507 0.0409947 threshold=67.20204536709997 0.93160714667755118 0.61204350697756149 0.077729198247129053 33.02469135802469 0.17424242424242423 0.45804195804195813 0.4701754385964913 36.350462776174844 0.78028244585457607 0.81902880181828008 36.926230142482041 73.405171817070212 60.317263436921401 58.592459656317111 0.99876987635771686 0.75603007065444527 0.6207777045029309 60.401423635208062 54.900677582907242 0.99997618788042197 48.400558795493097 0.76895272513848167 51.636264670105319 0.6666666583333335 38.888888944444453 36.165698707280605 29.166666729166671 0.66666666333333346 0.55050505050505061 decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 -6 -7 -8 -9 -5 -11 -12 13 14 15 16 17 -3 19 20 21 28 23 27 25 26 -25 -23 29 -1 right_child=-2 12 3 9 5 6 7 8 -10 10 11 -13 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.003857527043207618 -0.030426181953106826 -0.030334472889660433 -0.030485147196564123 -0.030270950602869103 0.026577699683383763 -0.030752456096818561 0.029852060235029031 0.019084982511546725 -0.030313269072812097 0.013799229779963635 0.030240224277510837 -0.030343382907946699 -0.030552941089674792 0.014435747987252735 -0.030821770980427262 -0.030487628550709366 0.023889645218978767 0.010919773591212214 -0.030560356344591845 0.0093983036368176613 -0.030317258772879548 0.011757914056982677 -0.030524920815250736 -0.030273665623983214 0.019898841899253835 -0.030585906354418317 0.026565448056607988 -0.024988964016957677 0.016551119589381907 0.0094015711659698777 leaf_weight=0.53860983971390053 0.012604742369148769 0.033443977517890633 0.023930614552227669 0.088925422613101546 0.048459282028488815 0.030881289931130596 0.03671874845167622 0.02009636745788157 0.031470170135435183 0.062208799870859366 0.0096153020858764648 0.086638618988217786 0.015562858170596883 0.17093160137301311 0.045860485421144404 0.020217953293467872 0.074436860857531428 0.15103672374971211 0.018770609749480971 0.31344836084463157 0.045715231564827152 0.03388613206334401 0.05631873695529066 0.016456263532745652 0.10458873037714511 0.044013944352627732 0.038396129850298166 0.11811502224009018 0.17640310744172893 0.34384245635010302 leaf_count=181 8 22 15 99 5 21 3 5 39 20 1 78 8 28 16 12 8 33 8 64 49 16 36 15 12 23 3 72 29 95 internal_value=-5.71393e-11 0.000137018 -0.000870673 -0.00919735 0.000701818 0.00515413 -0.00355779 0.00595462 -0.0110619 -0.0168624 -0.00933788 -0.0242914 0.00464366 0.00574817 0.00117895 0.00643649 0.00931977 0.00344091 0.00110651 0.00143136 -0.000215514 0.000720213 -0.00732308 -0.00364696 0.00617732 -0.0083384 0.00951315 -0.0167969 0.00384814 0.0013088 internal_weight=2.8116 2.799 2.28751 0.438945 0.191556 0.167626 0.119167 0.0882853 0.0515665 0.247388 0.158463 0.0962539 0.51149 0.495928 0.324996 0.279136 0.258918 0.184481 1.84856 1.82979 1.51635 1.47063 0.411775 0.355456 0.203455 0.0988663 0.0548524 0.152001 1.05886 0.882452 internal_count=1024 1016 889 286 88 73 68 47 44 198 99 79 127 119 91 75 63 55 603 595 531 482 177 141 53 41 18 88 305 276 is_linear=0 shrinkage=0.03 Tree=162 num_leaves=31 num_cat=0 split_feature=14 19 17 14 7 14 3 3 10 17 9 15 16 17 14 19 11 17 3 1 14 1 16 7 9 19 17 14 14 10 split_gain=0.0125845 0.0131534 0.0167485 0.0171382 0.0490463 0.0305496 0.0294391 0.035406 0.0395899 0.0355885 0.0728904 0.0285268 0.0259591 0.0247703 0.0699055 0.0624443 0.0321619 0.0318538 0.0412957 0.0383581 0.0301813 0.0267574 0.0404583 0.0524625 0.0340924 0.0292193 0.0395562 0.0420004 0.0268516 0.0268123 threshold=67.592592592592595 34.456932345825514 3.6511404627855728 60.858585858585869 0.15192307962500004 57.359307359307373 0.093961866410014236 0.23756813852572153 0.36585021758611397 49.763219951123993 0.97368421000000016 72.632889488571763 67.542735138888901 48.719291135760791 37.339743589743598 58.068303178409323 0.85534372268025183 58.099527451826468 0.0028881696736229143 0.88194444444444453 23.571428571428573 0.57518796992481214 39.99999990666668 0.18898809953125004 0.3333333366666667 45.209063676140779 49.763219951123993 39.141414141414145 36.851851851851862 0.99984004415445416 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 12 -8 -9 -10 -11 -7 -6 14 -4 16 -16 18 -15 20 -19 22 23 24 -20 -24 -27 28 29 -28 right_child=-2 2 3 4 6 11 7 8 9 10 -12 -13 -14 17 15 -17 -18 19 21 -21 -22 -23 25 -25 -26 26 27 -29 -30 -31 leaf_value=-0.030283650683327865 -0.030113624541764705 0.016280156885031743 0.0034048300061777152 -0.030303223262735299 -0.030438419874601417 -0.03052678589908461 0.023455469390776706 -0.030497051862691964 0.022986168973868019 -0.022310385449390784 0.020331045200848694 0.018284156575769903 0.030261390410538127 -0.030706000848627749 -0.030479680484810166 0.030455355116568179 0.019895941289281693 -0.030236477439380183 0.012069529530715706 -0.030411068515606061 -7.9822554348155699e-05 0.015512491656039558 0.025837454145165601 -0.030879624973634112 -0.030412124784345788 0.026525806935797556 -0.030520478517086565 -0.030630880778898958 0.030692031703243798 0.019460880870564981 leaf_weight=0.012732028655592198 0.012433005762431892 0.057630918920040464 0.2517404168029328 0.032481062924489268 0.029511623113648966 0.05479836139420502 0.12616642459761351 0.026728036813437939 0.088862658012658358 0.072690775035880506 0.071631250553764403 0.013413935201242566 0.0080762952566146851 0.026261149032506981 0.15426301494881045 0.019144001416862011 0.012316971406107768 0.030842400170513207 0.089798696833895519 0.041704246454173699 0.94598376925569028 0.24396022838482168 0.079321505967527628 0.059603105386486277 0.020972708938643336 0.046517291106283665 0.021403709484729916 0.040648060414241627 0.027626956813037395 0.017604736378416419 leaf_count=15 30 5 52 44 22 50 15 15 10 30 9 2 1 11 115 2 3 41 15 30 396 34 8 22 10 4 11 18 2 2 internal_value=-2.52743e-10 0.000137424 0.000280257 -6.71669e-05 0.0052246 -0.0011654 0.00794839 0.0104159 0.00408624 0.00805023 -0.00114619 -0.0209281 -0.0173962 -0.000532419 -0.00689578 -0.0208578 -0.0267549 0.00111258 0.00617336 -0.00223493 -0.00103199 0.00766921 0.00292704 -0.00818502 0.00402634 0.0110481 0.00342068 -0.00659753 0.00806298 -0.0079636 internal_weight=2.73687 2.72444 2.7117 2.65407 0.456148 2.19793 0.423667 0.386079 0.259913 0.233185 0.144322 0.0682123 0.0375879 2.12971 0.437464 0.185724 0.16658 1.69225 0.673718 1.01853 0.976826 0.647457 0.403497 0.170375 0.110771 0.233122 0.153801 0.107283 0.0666354 0.0390084 internal_count=1024 994 979 974 146 828 102 79 64 49 39 52 23 776 172 120 118 604 137 467 437 126 92 47 25 45 37 33 15 13 is_linear=0 shrinkage=0.03 Tree=163 num_leaves=31 num_cat=0 split_feature=19 17 17 3 14 14 17 17 11 15 17 16 16 17 19 1 11 17 11 14 10 7 10 19 6 11 3 19 15 6 split_gain=0.0124433 0.015754 0.013097 0.0479406 0.0287404 0.0306587 0.0203964 0.0347367 0.0249568 0.0259056 0.02101 0.0272821 0.0321102 0.0341153 0.035138 0.0484648 0.0491226 0.0366317 0.0302077 0.0268932 0.027019 0.0814747 0.0696059 0.06799 0.0412496 0.0373229 0.0362977 0.0309823 0.0425072 0.0277088 threshold=34.456932345825514 3.6511404627855728 27.557399545180974 0.31680395395082145 37.339743589743598 64.863547758284611 33.019141569562926 44.14030061524155 0.85534372268025183 37.49879720952611 58.099527451826468 64.468864119611183 39.90018480754059 54.5717743212141 49.850216959740344 0.51315789473684226 0.014456316437946886 44.503010927827496 0.03275418519993667 23.571428571428573 0.95352381100324624 0.46966911707031261 0.97612585019922704 52.577670392221044 0.92365541942101947 0.20465318554575609 0.18849347877832853 55.267422088656893 73.124744826552998 0.19674811970369729 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 -3 -6 -4 8 9 -8 11 12 13 14 15 16 -9 -18 -17 -12 21 24 -22 25 27 26 -24 28 29 -21 right_child=1 2 6 -5 5 -7 7 10 -10 -11 19 -13 -14 -15 -16 18 17 -19 -20 20 22 -23 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.030271517704621553 0.015865245134261994 0.015393865754129306 0.011048181919353195 -0.030497898788096365 -0.030400877249615904 0.023810328845197584 0.012392129752261937 0.0094366097287527772 0.030404305158282217 -0.026257895621896118 -0.03022854644473965 -0.017948136789178969 0.01133014643148454 -0.030441437977852964 -0.023134269633939466 -0.0033648497435821859 0.020430173891695824 -0.030714041180547519 0.026071229537718624 0.030590330465325451 0.018727085266650682 -0.026969064739459807 0.025980587018941327 0.0033334383120464483 -0.030447240783414924 -0.024328940982256252 -0.030444347956771853 0.016435259508960784 0.024567985372343955 -0.030301095157649432 leaf_weight=0.012165278341854324 0.056116119958460664 0.068375998176634645 0.15089662490208899 0.057695447670994326 0.033436658122809604 0.013054705981630832 0.018711699172854757 0.097767175291665231 0.0096565838903188705 0.094084886797645595 0.029483753765816689 0.047634651680709794 0.41203033890633378 0.031631258891138714 0.04433530005189823 0.043872862297575921 0.015328070847317576 0.070919386285822839 0.11015396373113617 0.0078095011413095152 0.1722367852635216 0.13176752386061708 0.02983898128150031 0.50362932046118658 0.030062700985581614 0.15508365527784918 0.015638311597285792 0.12682263480382971 0.025935665937140584 0.048471184156369418 leaf_count=15 5 9 35 37 30 3 4 13 1 74 41 14 85 22 20 13 2 28 14 1 29 75 5 171 21 170 10 25 3 49 internal_value=9.617e-11 0.000138837 -0.000201063 -0.0081865 0.00302004 -0.0151785 0.00036746 -0.000341625 -0.0158836 -0.0198463 0.000543378 0.00412808 0.00540114 -0.000499549 0.00197733 0.0052708 -0.00512174 -0.0216246 0.0176867 -0.00190956 -0.00124015 -0.00802778 0.00163211 -0.00254912 0.00241064 -0.0173208 0.0065777 0.00713606 -0.00720839 -0.0218518 internal_weight=2.66465 2.65248 2.59637 0.172563 0.114867 0.0464914 2.4238 2.27291 0.122453 0.112797 2.15045 0.873673 0.826038 0.414008 0.382377 0.338041 0.184015 0.0862475 0.154027 1.27678 1.2473 0.370869 0.876427 0.70419 0.239102 0.200561 0.0454773 0.209039 0.0822164 0.0562807 internal_count=1024 1009 1004 79 42 33 925 890 79 78 811 211 197 112 90 70 43 30 27 600 559 174 385 356 99 185 15 78 53 50 is_linear=0 shrinkage=0.03 Tree=164 num_leaves=31 num_cat=0 split_feature=19 9 11 3 10 14 1 1 1 15 11 11 15 15 3 6 3 11 14 11 1 1 10 9 15 15 19 14 3 1 split_gain=0.0120487 0.0129963 0.0383515 0.0337903 0.0301942 0.0264877 0.0310387 0.0312027 0.0360882 0.0302346 0.0250762 0.0552444 0.0307351 0.0224218 0.0229866 0.0430791 0.0232559 0.0196848 0.0225182 0.0196091 0.031576 0.0349899 0.0303392 0.0223512 0.0305457 0.0562712 0.0286939 0.027515 0.0340614 0.0318641 threshold=67.20204536709997 0.93160714667755118 0.61204350697756149 0.077729198247129053 0.9999949408586376 33.02469135802469 0.17424242424242423 0.45804195804195813 0.4701754385964913 36.350462776174844 0.78028244585457607 0.81902880181828008 36.926230142482041 73.405171817070212 0.75603007065444527 0.6207777045029309 0.96300119801132034 0.59356130317165301 20.601851851851858 0.49311782270730814 0.24038461538461539 0.43303571428571436 0.9999949408586376 0.63624338321502061 75.121240477873911 72.247640255897025 58.068303178409323 54.235485485485491 0.33697626465956027 0.51315789473684226 decision_type=2 2 2 2 2 2 2 2 2 2 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 5 13 -4 -7 -8 -9 -10 -5 -12 -13 14 15 -3 -16 18 -1 23 -21 -22 -23 24 25 27 -26 29 -29 -20 right_child=-2 4 3 10 -6 6 7 8 9 -11 11 12 -14 -15 16 -17 -18 -19 19 20 21 22 -24 -25 26 -27 -28 28 -30 -31 leaf_value=-0.030301669990330182 -0.030408198564013264 -0.030304519358318696 -0.03043990763978522 -0.030252824884666778 -0.030560861310337049 0.026281035572084128 -0.030715753612762946 0.029794711978014671 0.018785742563772016 -0.030293344502997296 0.013409443590595092 0.030213092775501018 -0.030317312139014865 -0.030520206104348489 0.025081809686464399 0.0063948348105761577 0.0037521801020764614 0.016531777597909591 -0.0016553200290686974 -0.030691320129985503 0.016896955156386704 -0.030227820499027561 0.01122765426262131 0.024673345335972124 -0.030852412588244799 0.024967808714169246 0.012024049610412224 0.001769793751607441 -0.021101438309832347 0.0091515548020177397 leaf_weight=0.021200116141700476 0.011674601322738343 0.033140813364297972 0.021581272289040387 0.081098193819343578 0.020973322127247229 0.044147080625407398 0.028183936403365806 0.033450839400757104 0.018662958289496601 0.02862143145466689 0.057486610174237285 0.0083525553345680237 0.078545234584453283 0.014441543957218528 0.10216864664107561 0.21910761637263931 0.083690153434872627 0.071180872080731095 0.59426328507834092 0.044091139236115739 0.054322741110809147 0.044114234631706495 0.024832249371684156 0.037915908003924303 0.048001413902966195 0.092007637198548653 0.019858962812577374 0.12986061451374542 0.10680159124603961 0.41846353615983389 leaf_count=21 8 25 15 99 17 5 21 3 5 39 20 1 78 8 11 53 13 18 203 24 14 57 8 5 15 10 8 63 57 100 internal_value=-7.05214e-11 0.000137568 -0.0008717 -0.00923121 0.00462854 0.000674644 0.00506158 -0.00353908 0.00594804 -0.010922 -0.0169038 -0.00940587 -0.0244992 0.00625938 0.00747177 0.00157321 0.0154773 0.00108791 0.000415855 0.000819201 -0.00890292 -0.00110961 -0.0152969 0.00194353 0.00133199 0.0023254 -0.0183049 0.000657966 -0.0085516 0.00281013 internal_weight=2.59224 2.58057 2.10704 0.40013 0.473522 0.174648 0.153066 0.108919 0.0807352 0.0472844 0.225483 0.144384 0.0868978 0.452549 0.438107 0.252248 0.185859 1.70691 1.63573 1.61453 0.16736 0.123269 0.0689465 1.44717 1.40926 1.3414 0.0678604 1.24939 0.236662 1.01273 internal_count=1024 1016 889 286 127 88 73 68 47 44 198 99 79 110 102 78 24 603 585 564 103 79 65 461 456 433 23 423 120 303 is_linear=0 shrinkage=0.03 Tree=165 num_leaves=31 num_cat=0 split_feature=19 9 11 3 10 14 1 1 1 15 11 11 15 19 19 6 19 19 7 7 16 16 16 7 17 1 16 3 1 7 split_gain=0.0115371 0.0119566 0.0377386 0.0319023 0.0285125 0.0250714 0.029722 0.029171 0.0340361 0.0285932 0.0240289 0.0521801 0.0288047 0.0185714 0.0225255 0.0423172 0.0376001 0.0348272 0.0431716 0.0393712 0.0376537 0.0363241 0.0352076 0.033136 0.031774 0.0342729 0.0514542 0.0444898 0.0403084 0.0374965 threshold=67.20204536709997 0.93160714667755118 0.61204350697756149 0.077729198247129053 0.9999949408586376 33.02469135802469 0.17424242424242423 0.45804195804195813 0.4701754385964913 36.350462776174844 0.78028244585457607 0.81902880181828008 36.926230142482041 60.401423635208062 54.900677582907242 0.99997618788042197 48.400558795493097 51.636264670105319 0.76895272513848167 0.6666666583333335 38.888888944444453 29.166666729166671 36.165698707280605 0.66666666333333346 25.923643148104102 0.5590277777777779 32.151675802657756 0.6563792242595583 0.40833333333333338 0.50000000750000029 decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -3 -4 -7 -8 -9 -10 -5 -12 -13 14 15 16 23 21 19 20 22 -18 -19 24 -1 28 27 -27 29 -26 right_child=-2 4 3 10 -6 6 7 8 9 -11 11 12 -14 -15 -16 -17 17 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.013899016605407724 -0.030396052212295223 0.0060722102977843855 -0.030425362293139659 -0.03024402511311252 -0.030538075034104314 0.026345856215963977 -0.030683784934742369 0.029736431640239536 0.018306053758615104 -0.030281364168122386 0.012873533937990077 0.030200927714106526 -0.030304263789887591 -0.030508686376458212 0.0091229756431081225 -0.030291874451531992 0.011229244065341365 -0.030241707724818954 -0.030577617340649829 0.019641316867220603 -0.030519995446055478 -0.025576524255718082 0.025888140211931126 0.016359701270938519 0.004036376152828966 -0.030290676325960844 0.022448621806595324 0.014528223856121467 -0.030534248115171247 -0.031055709124802093 leaf_weight=0.10626469938142802 0.011188743636011966 0.44305527805408917 0.020580857482855097 0.077984052055398934 0.020010457912576385 0.041680306254420429 0.026679661008529365 0.031414980738190934 0.018150824238546193 0.027290595055092126 0.056193276388512459 0.0078205009922385216 0.074931113384081982 0.016566195205086731 0.28287114705017291 0.040739886906521749 0.030024902291188482 0.014286876859841868 0.034125164689612575 0.094172413751948625 0.038456387643236667 0.12297183201008011 0.03397449292242527 0.15929379925364628 0.3889685187896248 0.038244794675847515 0.16340245735773351 0.041632379638031125 0.038445736608991865 0.029481067787855864 leaf_count=62 8 110 15 99 17 5 21 3 5 39 20 1 78 8 64 49 16 15 20 12 23 88 3 29 109 42 22 4 27 10 internal_value=-2.15657e-10 0.000134973 -0.000845624 -0.00934443 0.00449017 0.000562936 0.00495477 -0.0036566 0.00572552 -0.0108739 -0.0169166 -0.0094364 -0.0245862 0.00109755 0.00141347 -0.00017316 0.00074683 -0.00741292 0.00037203 0.00621072 -0.00837443 -0.0183536 0.00927195 0.00385626 0.0013865 0.00370636 0.0128023 -0.00693084 -0.0011369 0.00156403 internal_weight=2.5309 2.51971 2.05665 0.382726 0.463066 0.165797 0.145216 0.103536 0.0768564 0.0454414 0.216929 0.138945 0.0827516 1.67392 1.65736 1.37449 1.33375 0.368012 0.215015 0.18089 0.0867178 0.152997 0.0482614 0.965733 0.80644 0.700175 0.24328 0.0798772 0.456895 0.41845 internal_count=1024 1016 889 286 127 88 73 68 47 44 198 99 79 603 595 531 482 177 73 53 41 104 18 305 276 214 68 46 146 119 is_linear=0 shrinkage=0.03 Tree=166 num_leaves=31 num_cat=0 split_feature=14 19 19 19 15 15 19 19 3 14 7 10 7 16 19 11 3 19 1 19 6 19 11 11 11 3 10 2 19 6 split_gain=0.0110291 0.0112062 0.0144712 0.0193965 0.0280085 0.0256844 0.0227055 0.0193124 0.0174729 0.054354 0.0526101 0.0475354 0.0449817 0.050576 0.0360409 0.0326108 0.034744 0.0323621 0.0278687 0.0354845 0.0262385 0.0244486 0.0459917 0.0235727 0.0410803 0.0366372 0.0362663 0.0625855 0.0331478 0.032101 threshold=67.592592592592595 34.456932345825514 35.198197531872673 38.80106502149372 49.881244962671211 27.338601098636921 40.119323944489764 39.703858782147428 0.37978877614412931 40.608465608465622 0.4615384753846154 0.99611291962353399 0.90000000225000021 32.151675802657756 44.950884979406652 0.35805860966731079 0.25434369456103484 45.511400210444101 0.15587044534412961 40.885403179019029 0.41517852434411151 46.830410746004773 0.5715601859572651 0.9347840739207719 0.7955521877015338 0.43418601421005182 0.53999952233593318 0.49074074074074076 61.186917328755129 0.99648019331286752 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 -4 7 -5 9 10 11 18 13 -11 -10 -15 20 -16 -8 -20 -17 -22 -23 24 25 -19 27 -27 -25 -28 right_child=-2 2 3 6 -6 -7 8 -9 14 12 -12 -13 -14 15 17 16 -18 23 19 -21 21 22 -24 28 -26 26 29 -29 -30 -31 leaf_value=-0.030244430675882828 -0.030102558991665789 0.014425522955536129 0.030551658488858671 -0.0055666547090411789 0.015338380413865121 -0.030528782772824906 0.014246486677864885 0.023996910110252127 0.016602926165702969 -0.030235735489247097 -0.030611106274959065 -0.030465049092833311 -0.030448815066673417 0.014784066041620659 -0.030655022322881011 -0.030133281184908309 -0.022849139073418206 -0.030407022187270094 0.029283436928231061 -0.030428952135671417 0.029178384423156366 -0.030292360947752887 0.0073171296710682881 -0.030447527302835984 0.016845958972074141 0.017186551027713149 0.0085380189756740447 -0.030784662610626248 0.0024023729448400541 -0.0058412417411632268 leaf_weight=0.010880379122682693 0.010905562354309839 0.063305372954346573 0.0069410530850294574 0.028717101260554379 0.02181607234524563 0.057719299424206838 0.091138899675570761 0.064674635679693893 0.13831935476628121 0.037992868361470755 0.10834323850576766 0.046448534849332646 0.037561542354524136 0.21599622114445083 0.029483432648703345 0.019384202147193719 0.05097925485461019 0.034159123533754387 0.012227422615978867 0.033485489839222282 0.035770504022366367 0.033225398437934928 0.24541478218452539 0.04860305214242544 0.15555606296402402 0.03692087036324665 0.44697927497327328 0.072621247112692799 0.064114645909285173 0.20327467221068218 leaf_count=15 30 10 1 12 5 37 22 12 37 63 69 45 28 40 10 40 45 25 2 27 4 30 85 35 31 10 104 37 19 94 internal_value=-2.07381e-11 0.000133882 0.000269279 -0.000107599 -0.0140549 -0.023972 0.000418767 0.0149064 -0.000196804 -0.00321201 -0.0140378 -0.00424176 0.00145625 0.00333238 0.002176 0.00545523 0.000218413 0.000348119 0.00465863 -0.0144569 0.00374144 0.0058299 0.00283253 0.00120865 0.00274844 -1.36209e-05 0.00135281 -0.0146161 -0.0117623 0.00404295 internal_weight=2.46296 2.45205 2.44117 2.37787 0.0864764 0.0646604 2.29139 0.0933917 2.198 0.967968 0.291644 0.1833 0.676325 0.638763 1.23003 0.60077 0.384774 1.09171 0.136852 0.0457129 0.333795 0.314411 0.27864 1.06223 0.949511 0.793955 0.759796 0.109542 0.112718 0.650254 internal_count=1024 994 979 969 43 38 926 24 902 500 165 96 335 307 402 244 204 365 51 29 159 119 115 355 301 270 245 47 54 198 is_linear=0 shrinkage=0.03 Tree=167 num_leaves=31 num_cat=0 split_feature=19 9 11 3 10 14 1 1 1 15 11 11 15 5 3 1 19 19 6 19 19 15 19 3 9 16 3 15 6 1 split_gain=0.0108107 0.0111947 0.0363219 0.0294711 0.0267452 0.0228538 0.0278376 0.0264441 0.0314097 0.026281 0.0224922 0.0483477 0.0259975 0.0178869 0.0280749 0.0183495 0.0177243 0.0211884 0.0383888 0.0344243 0.0319732 0.0348716 0.0359428 0.0373075 0.0337994 0.0333082 0.0320055 0.0285257 0.0242679 0.0243106 threshold=67.20204536709997 0.93160714667755118 0.61204350697756149 0.077729198247129053 0.9999949408586376 33.02469135802469 0.17424242424242423 0.45804195804195813 0.4701754385964913 36.350462776174844 0.78028244585457607 0.81902880181828008 36.926230142482041 0.75000000000000011 0.75603007065444527 0.069047619047619038 60.401423635208062 54.900677582907242 0.99997618788042197 48.400558795493097 51.636264670105319 62.482209638942827 51.929330755065983 0.51146094342529735 0.66666666333333346 29.166666729166671 0.22965414141855103 49.966181478571009 0.9999140555050009 0.55050505050505061 decision_type=2 2 2 2 2 2 2 2 2 2 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 5 13 -4 -7 -8 -9 -10 -5 -12 -13 -3 15 -15 17 18 19 28 25 22 -22 26 -23 -21 -24 -19 29 -1 right_child=-2 4 3 10 -6 6 7 8 9 -11 11 12 -14 14 -16 -17 -18 27 -20 20 21 24 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.0010601055816300315 -0.030379920107194574 0.0097539779655985374 -0.030405543505545182 -0.030232795898165465 -0.030526871648764407 0.02612946493079556 -0.030649547453604722 0.029666153466072702 0.017803102134051407 -0.030271137001962958 0.012458816158402105 0.030184150057385017 -0.030288498601245144 0.0037247971265899679 0.011416184070335728 -0.030319797463500758 -0.030474512480355952 -0.030387938230236514 -0.030269482309817741 0.010731472722034268 0.02945688765371169 -0.030561056695018178 -0.030253445089892753 -0.030536269745025504 0.01804660628500894 -0.025361439003075706 0.023415615142474391 0.011409112437678656 0.03066231819977612 0.0091793878202487168 leaf_weight=0.54368905627052366 0.0104958049050764 0.30918757335166436 0.018978273059474193 0.073569845444581006 0.018871780310291797 0.038990311790257692 0.024742887268075719 0.028606805455638096 0.017095628078095615 0.025499894596578088 0.053338176054239739 0.0070454543456435195 0.069641083635360701 0.022370139748090878 0.055793962790630758 0.039246292901225388 0.015840491600101703 0.015586637484375276 0.037073079285619204 0.028752622769388836 0.04940165116568096 0.048167228960664943 0.012904433693620376 0.028749248682288453 0.01757163273578044 0.11525206051737769 0.044438817567424849 0.25707014939689543 0.029212717898190022 0.33866960836894577 leaf_count=198 8 62 15 99 17 5 21 3 5 39 20 1 78 8 9 31 8 12 49 16 5 25 15 16 4 88 8 52 2 105 internal_value=-1.62535e-10 0.000133674 -0.000851178 -0.00948751 0.00442241 0.000419009 0.00475439 -0.00393204 0.00535233 -0.0109766 -0.0169767 -0.00947614 -0.0247327 0.00596849 -0.00400017 -0.0179597 0.00110004 0.00141931 -0.000182313 0.000705192 -0.00736261 0.000360526 0.0090593 -0.00264525 -0.0175685 -0.018155 0.011338 0.00901975 0.00376069 0.00287005 internal_weight=2.39585 2.38536 1.93989 0.357508 0.44547 0.153914 0.134936 0.0959452 0.0712023 0.0425955 0.203595 0.130025 0.0766865 0.426598 0.11741 0.0616164 1.58238 1.56654 1.29388 1.25681 0.345238 0.201233 0.135494 0.0860925 0.0657389 0.144005 0.0573433 0.272657 0.911571 0.882359 internal_count=1024 1016 889 286 127 88 73 68 47 44 198 99 79 110 48 39 603 595 531 482 177 73 44 39 29 104 23 64 305 303 is_linear=0 shrinkage=0.03 Tree=168 num_leaves=31 num_cat=0 split_feature=19 17 17 1 1 16 19 3 19 15 14 10 6 7 17 14 10 10 6 3 3 17 1 14 3 7 16 19 1 14 split_gain=0.0104084 0.0148258 0.0117152 0.0109439 0.0398024 0.0310038 0.0361115 0.0337062 0.039729 0.0397677 0.057492 0.0263811 0.0404366 0.0438181 0.0415174 0.0389911 0.0250212 0.034829 0.0350705 0.0259796 0.0250066 0.025514 0.0245083 0.0288612 0.0476701 0.0398339 0.0240365 0.0232899 0.0232134 0.0225186 threshold=34.456932345825514 3.6511404627855728 6.5395202085248636 0.68990384615384626 0.62828947368421062 32.151675802657756 48.400558795493097 0.75603007065444527 52.577670392221044 39.535646452479597 60.858585858585869 0.99991564351682449 0.95372126032243798 0.60303030300000016 11.662570106898389 22.474747474747478 0.99998602282094473 0.9999949408586376 0.9999140555050009 0.51755841571760708 0.24460414278169243 48.719291135760791 0.5590277777777779 35.136452241715411 0.26260248430506733 0.76615553109715939 20.538720666666674 53.265269905232039 0.4701754385964913 51.683501683501689 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 4 11 -5 -7 8 -8 -10 -11 12 13 29 -15 -14 -13 -18 -19 -20 26 -22 23 -23 -25 -26 -17 -12 -28 -4 right_child=1 2 3 5 -6 6 7 -9 9 10 27 16 15 14 -16 20 17 18 19 -21 21 22 -24 24 25 -27 28 -29 -30 -31 leaf_value=-0.030226728869879944 0.016343444702093222 -0.030366891806999887 0.00099172240103042393 -0.016953885632230877 -0.023820557971992833 0.017655588845902393 -0.030310650558766677 0.010004747652188197 0.025360302720791091 -0.030461128254765008 0.030396394292319689 -0.026269996119974912 -0.030410071050500944 0.031000310971011084 -0.027302154716748035 -0.030546221819316988 0.022285587874860693 -0.030607876026687568 0.01297542728178837 -0.030342475467992513 -0.031156494626313327 0.018698830782631421 0.028021134454757721 0.030449957040703874 -0.030516985825416242 0.012476482516633552 0.0073113117967957423 -0.0011990314091115581 -0.030459877094276624 -0.030400640782972665 leaf_weight=0.010208088162471873 0.049690769985318517 0.011543312866706734 0.49781286597863095 0.065433433861471602 0.069038807974720728 0.1508962416119175 0.047629858327127295 0.2288031796051655 0.044451629582908936 0.061886969779152423 0.024252820760011673 0.061861147871240862 0.023983685787243303 0.012341923080384731 0.10054305164521793 0.020969313263776712 0.035705636924831197 0.049982832570094615 0.051515975501388311 0.016436177451396361 0.011276550823822618 0.1470500442374032 0.091642775980290025 0.030492859892547131 0.04913002774992492 0.032045694417320192 0.14766516042436706 0.15642067077351385 0.016256107715889812 0.021451519132824615 leaf_count=15 5 8 205 68 51 33 63 46 10 51 2 55 27 1 63 14 6 40 19 11 2 30 12 2 36 6 46 67 10 20 internal_value=-6.04406e-11 0.00013253 -0.000221004 -6.75026e-05 -0.00157683 0.00281112 0.00462159 0.00113095 -0.00493628 -0.000725388 -0.00550585 -0.000493967 0.00123808 -0.0039878 -0.0209278 0.00702855 -0.0101601 -0.00367364 -0.011533 0.00249775 0.00867149 0.0132599 0.0146895 0.00996715 -0.00153111 -0.0135445 -0.00030324 0.0030422 0.00356553 -0.000305139 internal_weight=2.33842 2.32821 2.27852 2.26698 1.4872 0.779775 0.714341 0.563445 0.334642 0.287012 0.24256 1.41816 1.20266 0.632149 0.112885 0.570512 0.215502 0.153641 0.117935 0.0679522 0.546529 0.361638 0.350361 0.258719 0.111669 0.0811757 0.184891 0.180673 0.163921 0.519264 internal_count=1024 1009 1004 996 656 340 272 239 193 130 120 605 474 289 64 185 131 76 70 30 158 88 86 74 44 42 70 69 56 225 is_linear=0 shrinkage=0.03 Tree=169 num_leaves=31 num_cat=0 split_feature=19 7 6 7 14 19 10 10 1 10 17 1 10 10 10 6 17 16 19 6 10 14 15 15 1 14 17 6 14 7 split_gain=0.0101237 0.011726 0.022938 0.0332699 0.025953 0.026809 0.0279996 0.0313275 0.0253192 0.0490735 0.0547998 0.0390654 0.0348706 0.0584849 0.0490225 0.0312946 0.0339275 0.0235013 0.0243733 0.036953 0.0371836 0.0450318 0.0330375 0.0233854 0.0230223 0.0223587 0.0189485 0.0253752 0.0500618 0.0406723 threshold=67.20204536709997 0.58337246973150669 0.99924006583265645 0.16666666708333336 40.608465608465622 46.060453615193545 0.99987012035961731 0.99986043541689329 0.11805555555555559 0.99845980200813611 27.975693397844299 0.21825396825396828 0.99931181921051015 0.97582149462217549 0.96238207547169818 0.92365541942101947 47.816934578343457 60.239316333333342 56.992129644156272 0.66406920932186486 0.64192711778394318 40.175438596491233 64.147491065924527 64.688230081949982 0.080128205128205135 63.484848484848492 3.6511404627855728 0.86861855165276247 56.808236808236813 0.90000000225000021 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 8 -4 -5 -6 7 -7 9 10 -1 -10 13 14 15 17 -17 18 19 20 21 -13 25 -24 -8 -23 -3 28 -28 -30 right_child=-2 26 3 4 5 6 24 -9 11 -11 -12 12 -14 -15 -16 16 -18 -19 -20 -21 -22 22 23 -25 -26 -27 27 -29 29 -31 leaf_value=-0.03082375474307188 -0.030363461554464455 0.026429420541677299 -0.030367293924438786 -0.030280467671509888 0.027647324904014035 -0.030355770248278239 0.010348852500462457 0.025378164698455583 -0.023283849649660605 -0.030371711691707999 0.016212697331145002 0.012936469303028745 0.010540270481581676 -0.03054124297936606 0.022278521064750884 0.03022312339982073 -0.030448032664160518 -0.030532455650397479 0.012849387895203457 -0.018656749354993254 0.029901711911618455 -0.030484451626113185 0.030334910540438638 -0.013558886907790951 -0.030492961167590409 0.0096182111389027172 -0.020886533961203307 0.0057036627279788621 0.018542819454890568 -0.030469238571634982 leaf_weight=0.02457161329221047 0.0098400537972337387 0.030280648905318119 0.055739386851200723 0.027331026576575823 0.028481663641287014 0.012005400218185969 0.017467966303229332 0.037207605899311602 0.072911644776468165 0.0273328083276283 0.2403022067155689 0.10265446921403054 0.20203878722531954 0.065722779778297991 0.073222715262090787 0.0095753795467317104 0.062049103449680842 0.023385463704471476 0.10766887455247343 0.10299350299828802 0.038140722361276858 0.075348757614847273 0.02141485083848238 0.0222990105394274 0.042998650595109211 0.015004071210569236 0.10719045533187455 0.52359752594929887 0.077482828928623348 0.018968770440551452 leaf_count=9 8 5 87 29 4 12 3 5 48 24 55 31 90 45 14 2 40 15 27 73 5 100 2 8 39 11 60 147 13 13 internal_value=1.24334e-10 0.000131888 -0.00139793 -0.0103211 -0.00356941 0.00171457 -0.00501967 0.011782 0.000136379 0.00789994 0.0118493 -0.00214489 -0.000472351 -0.00356483 -0.000852868 -0.00377043 -0.022337 -0.00115735 0.000257513 -0.00333051 0.00241239 -0.00201671 -0.0134663 0.00794411 -0.0186943 -0.023825 0.00317704 0.00220886 -0.00677685 0.0089038 internal_weight=2.27523 2.26539 1.50787 0.221232 0.165492 0.138161 0.10968 0.049213 1.28664 0.292207 0.264874 0.99443 0.921518 0.71948 0.653757 0.580534 0.0716245 0.50891 0.485524 0.377855 0.274862 0.236721 0.134067 0.0437139 0.0604666 0.0903528 0.75752 0.72724 0.203642 0.0964516 internal_count=1024 1016 778 179 92 63 59 17 599 88 64 511 463 373 328 314 42 272 257 230 157 152 121 10 42 111 238 233 86 26 is_linear=0 shrinkage=0.03 Tree=170 num_leaves=31 num_cat=0 split_feature=19 17 1 1 16 19 16 3 14 3 10 6 7 14 6 10 10 6 3 3 17 1 14 3 7 7 6 14 19 17 split_gain=0.00995856 0.0133397 0.0104809 0.0382917 0.0274622 0.0318852 0.0306722 0.0243603 0.032348 0.0372102 0.0233842 0.0377978 0.040292 0.0358344 0.0323623 0.0234293 0.0322416 0.0331815 0.0238211 0.0228791 0.0238962 0.0229337 0.0259669 0.0434541 0.0367832 0.0223755 0.0221134 0.0219306 0.0232934 0.0437662 threshold=34.456932345825514 3.6511404627855728 0.68990384615384626 0.62828947368421062 32.151675802657756 48.400558795493097 36.165698707280605 0.75603007065444527 60.858585858585869 0.067577346035110855 0.99991564351682449 0.95372126032243798 0.60303030300000016 22.474747474747478 0.062932073462562035 0.99998602282094473 0.9999949408586376 0.9999140555050009 0.51755841571760708 0.24460414278169243 48.719291135760791 0.5590277777777779 35.136452241715411 0.26260248430506733 0.76615553109715939 0.85714286928571448 0.99999725812554507 51.683501683501689 55.267422088656893 65.704503000194521 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -6 -7 8 9 -8 11 12 27 -13 -14 -12 -17 -18 -19 -15 -21 22 -22 -24 -25 -9 -27 28 29 -3 right_child=1 2 4 -5 5 6 7 25 -10 -11 15 13 14 19 -16 16 17 18 -20 20 21 -23 23 24 -26 26 -28 -29 -30 -31 leaf_value=-0.030221085480772354 0.016103327327359387 0.0013321645357622189 -0.0164720771971179 -0.023720256314127507 0.016947988798990603 -0.020286457302396355 0.013846979913788382 0.016953831865330112 0.0044019142376043475 -0.030414964896405217 -0.02613812391810336 -0.030385541080102545 0.0072704889471260263 -0.00032393984559388384 -0.030445549614060839 0.022057783545521355 -0.030583769466884118 0.012791551370404141 -0.03032400480731122 -0.031115783727703197 0.018312906723906123 0.027855692207148629 0.030420613519347259 -0.030475683591191145 0.012098365494182483 -0.03071847889464055 0.012426569812856211 -0.030367786869189936 0.015058127572772416 -0.030219264240302253 leaf_weight=0.0097699839752752871 0.046092349104583596 0.34882499858213145 0.061752613681164692 0.067806353436026146 0.144123831516481 0.054465059754875256 0.023914218865684234 0.15340128011303023 0.20028779337008018 0.059937694204563741 0.05788015313737549 0.022268359367444646 0.027555254346225411 0.17470517692709109 0.079690159815072548 0.03387943291454576 0.046804342331597582 0.048999720209394582 0.015082817481015809 0.010676972335204482 0.13765424089797307 0.085389156578457914 0.027956647798418999 0.045347360828600358 0.030581266735680401 0.019894023425877094 0.023112686816602945 0.021173040033318102 0.085158011730527505 0.044630502670770511 leaf_count=15 5 135 68 52 34 60 11 28 70 61 55 27 10 70 55 6 40 19 11 2 30 12 2 36 6 7 3 22 16 56 internal_value=-8.01443e-11 0.000134267 -0.000207613 -0.0017238 0.0026821 0.00442375 0.00104992 0.00346817 -0.00214758 -0.0177916 -0.000614266 0.0010528 -0.00406986 0.00686974 -0.0207549 -0.0100057 -0.00355564 -0.0113813 0.00264364 0.0084891 0.0130497 0.0144921 0.00976776 -0.00155508 -0.0133284 0.0115924 -0.00753145 -0.000489543 0.00083222 -0.00224678 internal_weight=2.20882 2.19905 2.15295 1.41206 0.740889 0.679137 0.535013 0.480548 0.28414 0.0838519 1.34426 1.14161 0.607032 0.534579 0.107245 0.202646 0.144766 0.110887 0.0640825 0.512311 0.337606 0.326929 0.24154 0.103885 0.0759286 0.196408 0.0430067 0.499787 0.478614 0.393456 internal_count=1024 1009 1004 662 342 274 240 180 142 72 610 479 294 185 65 131 76 70 30 158 88 86 74 44 42 38 10 229 207 191 is_linear=0 shrinkage=0.03 Tree=171 num_leaves=31 num_cat=0 split_feature=19 17 17 15 14 19 17 16 15 19 6 19 3 17 14 11 11 9 1 6 6 6 11 16 14 10 7 10 19 6 split_gain=0.00957773 0.0127255 0.0100341 0.0405695 0.0142377 0.0245965 0.0122523 0.0280634 0.029743 0.0337131 0.0293179 0.0244001 0.0243695 0.0276781 0.0347267 0.0328526 0.0302111 0.0294869 0.0250511 0.0454656 0.0591714 0.0241758 0.0270175 0.0227772 0.0212913 0.0208204 0.0634833 0.0518635 0.0524886 0.0321009 threshold=34.456932345825514 3.6511404627855728 25.923643148104102 45.135019768894487 37.339743589743598 48.195990100219682 58.099527451826468 64.468864119611183 75.121240477873911 54.900677582907242 0.9999232095811722 58.068303178409323 0.92963742575175978 49.007874055505773 55.246913580246918 0.12571081022335107 0.33333333166666673 0.55829726891280151 0.51315789473684226 0.99809818261536731 0.66406920932186486 0.42708859797773047 0.1478896198879025 71.299533693249074 23.571428571428573 0.95352381100324624 0.46966911707031261 0.97612585019922704 52.577670392221044 0.92365541942101947 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 -3 -6 7 8 9 10 12 -10 13 15 18 -4 21 -18 19 20 -15 -17 -23 -9 -8 26 29 -27 -29 -26 right_child=1 2 6 -5 5 -7 24 23 11 -11 -12 -13 -14 14 -16 16 17 -19 -20 -21 -22 22 -24 -25 25 27 -28 28 -30 -31 leaf_value=-0.030216789059831363 0.015934018855221482 0.019748498121374542 -0.030459229286822823 -0.030342031249347704 -0.030329211041048861 0.030415693156048286 -0.03019223373008998 -0.030645414625567195 -0.030749079509540787 0.020291162174223682 -0.030377382050796063 0.014012050104771977 0.015120891418627222 0.012199349596819176 -0.030471524704285626 0.02646248983628828 -0.021683235151636924 0.017406305450947925 0.018602416796605046 0.019403260874095989 -0.030691680617511367 0.030268653109348346 -0.030386807379622443 0.0082262918591339221 0.0068768742074877065 0.018164398125012107 -0.02683199092326367 -0.017103034968379185 0.0031813499021498513 -0.030395118615790265 leaf_weight=0.0093995271672614455 0.044907742179930543 0.034207690157927906 0.04363980295966019 0.046215466936700977 0.017500354355433956 0.0091285677626729012 0.023574302686028892 0.03917502895637881 0.037745846144389361 0.11751641999580897 0.022963750940107275 0.015445577679201961 0.14327251096256077 0.055749206454493105 0.021564399256021716 0.046089819632470608 0.073328072867298033 0.022758436178264674 0.13786102121230215 0.079309610460768454 0.06021549753495492 0.010312341153621674 0.018404808535706252 0.020754087119712494 0.16745546927268151 0.13514070515520871 0.10448525714673451 0.15959848028433044 0.40912673893035389 0.023745729558868334 leaf_count=15 5 5 28 42 19 1 41 20 15 20 20 6 21 18 17 6 63 13 28 15 24 1 15 7 78 29 75 185 171 21 internal_value=-1.03578e-10 0.000132647 -0.000205858 -0.00915294 0.00694369 -0.00950546 0.000275636 0.00269855 0.00401345 0.00537069 0.00298663 -0.0177515 0.00406194 0.00127847 0.00642319 -0.00722758 -0.00129508 -0.0124247 0.00881144 0.00189915 -0.0100721 0.0130005 -0.0086054 -0.0171837 -0.00201225 -0.00134763 -0.00802787 0.00145867 -0.00251095 0.00224798 internal_weight=2.15059 2.14119 2.09629 0.107052 0.0608366 0.0266289 1.98923 0.966106 0.906177 0.852986 0.735469 0.0531914 0.712506 0.569233 0.3547 0.214533 0.170893 0.0960865 0.333135 0.195274 0.115965 0.074807 0.0287171 0.0599291 1.02313 0.999552 0.295686 0.703866 0.568725 0.191201 internal_count=1024 1009 1004 67 25 20 937 337 310 289 269 21 249 228 102 126 98 76 85 57 42 22 16 27 600 559 174 385 356 99 is_linear=0 shrinkage=0.03 Tree=172 num_leaves=31 num_cat=0 split_feature=11 9 10 3 3 19 19 11 17 15 15 14 7 3 19 10 14 11 3 11 11 19 14 19 15 3 17 9 14 16 split_gain=0.00924077 0.0215167 0.0214718 0.0210351 0.0454559 0.0239563 0.0537847 0.0229104 0.0257969 0.0294495 0.0232642 0.0262652 0.0228374 0.031011 0.0238504 0.0201408 0.0382473 0.019305 0.0299059 0.0294035 0.0258136 0.0285986 0.0257723 0.0405651 0.020358 0.028919 0.019106 0.0268171 0.0166983 0.0151578 threshold=0.37075155745882143 0.93160714667755118 0.9999949408586376 0.26611393131170485 0.46906387144662093 46.271546782578149 52.577670392221044 0.80939438791171125 87.54349360173471 62.499389250037773 71.517063235329289 29.743589743589748 0.49999999625000008 0.11124881574542121 55.700820383401258 0.36997490070417438 20.601851851851858 0.9347840739207719 0.34314317800296129 0.83745046729689798 0.96895425254766865 53.200192576622285 62.06349206349207 50.738900048420284 44.171470566912113 0.83361461283055316 55.195072519241698 0.4342857054960001 20.601851851851858 23.472222083333339 decision_type=2 2 2 2 2 2 2 2 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 17 5 -5 15 -7 8 9 -6 -11 -12 -8 14 -14 16 -2 18 -3 22 -19 -22 23 -20 -23 -26 -17 29 -1 -28 right_child=1 2 -4 4 7 6 12 -9 -10 10 11 -13 13 -15 -16 26 -18 20 19 -21 21 24 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.030285380728902359 0.026616236041104888 -0.030497330122653883 -0.030445743004208357 -0.030297006059472189 -0.02106347885242996 -0.030209996694067074 0.018293390917733802 -0.030280432738522278 0.027336756983469851 0.015788640508055552 0.030190400286158339 -0.0305771924915413 -0.030605284128935737 -0.030318887099016169 0.013003303365239508 0.030377242398614484 -0.030347923126488884 -0.030755073546871948 0.022643906383850634 0.024974809385639112 -0.030344600102467787 0.019148237518697854 0.024393521957357063 -0.030678000602606448 -0.030431625297440198 0.010381653106454652 -0.0098838716741841536 -0.030267740215023924 0.0025525449019129145 0.021950585440094362 leaf_weight=0.014137147751171475 0.016810305532999115 0.01428160592331551 0.015983113436959684 0.081179806285945233 0.061414959011017345 0.064470956403965829 0.05324826388823567 0.026020894540124573 0.026250484021147713 0.06546012157923542 0.0086179981008172035 0.024889105756301433 0.013869685164536349 0.03228064626455307 0.060625725527643226 0.04233192652463913 0.028752323931257706 0.024462961824610829 0.020461835665628314 0.10634388891048729 0.020820795994950458 0.067150615621358156 0.028369511943310499 0.034474723710445687 0.024238037643954158 0.043971194652840495 0.018242084290250205 0.015292141819372773 0.98342379775203881 0.051363388047320768 leaf_count=16 3 11 17 112 66 106 28 22 5 18 1 11 11 31 18 4 36 9 4 14 18 9 6 15 20 9 18 21 347 18 internal_value=1.45224e-10 -0.00190723 0.00362507 -0.00511363 -0.0111994 -0.000612564 -0.00707561 -0.00390901 -0.000232229 -0.00474457 0.00538227 -0.0149478 0.00224483 -0.00575845 0.00488418 0.00778436 -0.00933103 0.00504106 0.0113671 0.0145198 -0.00210056 0.00238767 0.00117342 -0.0108176 0.00742249 -0.00412128 0.0139136 0.00570446 0.00208718 0.0136075 internal_weight=2.08924 1.09168 0.400558 0.691121 0.293833 0.397287 0.224495 0.212654 0.186633 0.160382 0.0989672 0.0335071 0.160024 0.106776 0.0744954 0.172792 0.0455626 0.384575 0.203932 0.18965 0.180644 0.156181 0.0833061 0.0549366 0.13536 0.0682092 0.12723 0.0848976 0.997561 0.0696055 internal_count=1024 661 132 529 235 294 194 123 101 96 30 12 88 60 29 100 39 115 50 39 65 56 25 19 38 29 61 57 363 36 is_linear=0 shrinkage=0.03 Tree=173 num_leaves=31 num_cat=0 split_feature=7 11 19 16 17 6 3 3 6 16 6 3 11 19 7 19 19 19 14 7 7 7 14 16 16 14 6 17 17 17 split_gain=0.00908378 0.0238156 0.0441013 0.0416863 0.027464 0.0344957 0.0285508 0.0218594 0.0200083 0.0238093 0.0184463 0.0370124 0.0238753 0.0218499 0.0240576 0.0222303 0.0203632 0.0182967 0.0191076 0.0363487 0.0238724 0.0285794 0.0164948 0.0161314 0.0240711 0.0172044 0.025026 0.0374796 0.0379507 0.0171386 threshold=0.57029200624320409 0.28765439064893567 56.50880708927783 57.089946851851856 54.112207364577678 0.99768491937017512 0.92963742575175978 0.038988514270501283 0.99999725812554507 58.0286518076961 0.99924006583265645 0.24718718063853909 0.41363211386884169 61.186917328755129 0.5156402724242426 59.070421115753156 55.700820383401258 56.454481054187234 34.731934731934736 0.90750000036900014 0.85994399693277335 0.6666666583333335 48.032407407407412 58.333333145833343 50.598845557661967 52.904040404040408 0.99918662710807493 48.719291135760791 29.932620902182219 85.273159092093152 decision_type=2 2 2 2 2 2 2 2 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 4 -3 5 7 -7 -2 9 -5 13 12 -12 14 15 23 -14 -11 -19 20 21 -20 -18 24 25 29 27 28 -27 -1 right_child=1 3 -4 8 -6 6 -8 -9 -10 17 11 -13 16 -15 -16 -17 22 18 19 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=-9.6557861230015706e-05 -0.030737290608726375 -0.030372987824933251 -0.030865879034427779 0.026237523861812752 0.023859120545607619 -0.030672706787641585 0.011492318036425284 0.013561047267229117 0.014928209490457438 -0.023916476991716777 0.019878470672616683 -0.024980056149041682 -0.030388250098624441 0.018271932281850766 -0.03056665283708869 -0.030591550556197812 0.030294005541921208 0.018333368090559635 0.017167352864725649 -0.030396825722506467 0.030258811970341228 -0.030467398024773194 -0.0091278007030053399 0.013463547024625657 -0.030532792635260087 -0.030927676092875122 0.030350115451421723 -0.030249591881584929 0.014658555760134253 0.012024646167675448 leaf_weight=0.64862827694014435 0.010573985564405919 0.044170849978399929 0.024933458305895329 0.021487401012564078 0.098988976067630574 0.037551464163698256 0.023496283101849258 0.19326715658826288 0.069591897074133158 0.044409735484805424 0.040158473253541049 0.084198080770875094 0.025697026423586067 0.055992748209973686 0.024130998426698969 0.021320011495845281 0.013871218077838421 0.032528107170946896 0.022167681672726758 0.040500485585653223 0.023129485081881285 0.023198503506137058 0.030681123796966858 0.07811181279248558 0.0237629128532717 0.023490423307521269 0.013207757845520973 0.062083516804705141 0.054729679075535387 0.1252591232478153 leaf_count=319 5 43 8 4 15 14 5 46 16 39 16 110 38 13 17 12 1 6 4 29 3 13 14 27 21 20 1 82 27 56 internal_value=5.06467e-11 0.00273824 0.00773205 -0.00330704 0.0103768 0.00533851 -0.0144441 0.0112631 0.00100873 -0.00366139 -0.00146692 -0.00999819 0.00142712 1.38839e-06 -0.0009505 -0.000270249 -0.00912071 -0.00711665 -0.00184494 -0.00786682 0.00545484 -0.00719121 0.00314604 0.000357816 -0.00071846 4.5478e-05 -0.0091289 -0.0128453 0.00096847 0.00186534 internal_weight=2.03532 0.709995 0.388811 0.321184 0.363878 0.264889 0.0610477 0.203841 0.277013 0.207421 1.32532 0.194606 0.110408 1.13072 1.07472 1.05059 0.0702494 0.185934 0.141524 0.108996 0.0684957 0.0453662 0.0445523 1.02927 0.951162 0.927399 0.153511 0.140304 0.0782201 0.773887 internal_count=1024 250 93 157 85 70 19 51 114 98 774 179 69 595 582 565 53 94 55 49 20 17 15 553 526 505 130 129 47 375 is_linear=0 shrinkage=0.03 Tree=174 num_leaves=31 num_cat=0 split_feature=14 11 17 1 9 7 6 10 11 7 11 14 14 14 19 7 16 11 14 11 9 19 17 14 19 7 6 6 7 16 split_gain=0.00901646 0.0090564 0.0194761 0.01854 0.0216733 0.0215871 0.0235137 0.0332143 0.0204949 0.0282621 0.0256873 0.0350472 0.0409276 0.0207112 0.019374 0.0297018 0.038218 0.0321697 0.024113 0.0220665 0.0180031 0.0202058 0.0387237 0.0175937 0.0164249 0.0325632 0.0344865 0.0319856 0.0188689 0.033658 threshold=67.592592592592595 0.37075155745882143 27.557399545180974 1.0000000180025095e-35 0.93160714667755118 0.18898809953125004 0.58118575791302551 0.57193409442153997 0.89814428072380637 0.53759398464520725 0.85063441316470112 61.257309941520482 24.216524216524217 35.63492063492064 47.18909035132571 0.86755556312175819 48.819444343518519 0.54082558374134437 43.756496881496894 0.81308231302330214 0.20227272500000001 42.542167774788609 77.871392421069544 27.003205128205131 54.900677582907242 0.85714286928571448 0.99999725812554507 0.9999232095811722 0.57029200624320409 39.300976721153852 decision_type=2 2 2 2 2 2 2 2 2 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 20 5 6 7 -5 10 13 11 12 -6 -10 23 16 17 -16 -19 -17 -4 -22 -23 -7 27 -26 -27 28 29 -1 right_child=-2 2 3 4 8 14 -8 -9 9 -11 -12 -13 -14 -15 15 19 -18 18 -20 -21 21 22 -24 -25 25 26 -28 -29 -30 -31 leaf_value=0.0010291206113661484 -0.030088849085194103 -0.030447931376807166 -0.030319719797715455 -0.030213916653421283 0.022487572048077342 -0.015890438279279134 -0.030146122877496701 0.030296529704471584 -0.030308022143060463 -0.030501284964326653 0.023803051112063864 0.025272210217111547 -0.030605541664619176 0.0055969376204480182 -0.030375387279924348 0.013044187439000793 -0.030270757279136407 -0.030462827750781494 0.010617926381439428 -0.03022891533218048 0.026754158393647445 -0.030300502765412955 0.013640616943509817 0.012978665460568237 0.021215061717069942 -0.030771796007970434 0.021719391767812103 -0.030294273456651574 0.0075437860137964365 -0.022951954568391646 leaf_weight=0.41376698293970537 0.0089229577824881945 0.020960776048013718 0.010207650208030827 0.015779266344907228 0.019232348306104541 0.02423933582031168 0.064386068384919781 0.016916557215154171 0.016394028658396564 0.030574099902878515 0.072679296870774124 0.032048533903434873 0.040763488417724147 0.12249915585562121 0.03157865880348254 0.074478330701822415 0.080210825995891355 0.015166047494858503 0.084545276291464688 0.012366743321763352 0.048447173554450274 0.023737143637845293 0.075337276852224022 0.087882673644344322 0.099244319222634658 0.027410909126047045 0.019123701611533761 0.02913807809818536 0.30477501203858992 0.06035722210071981 leaf_count=176 30 24 9 34 3 20 137 2 15 17 11 6 24 39 30 28 91 18 37 13 5 20 25 38 17 10 3 34 83 25 internal_value=-1.88707e-10 0.000135992 -0.00182845 -0.00122824 -0.00299696 -0.00690315 -0.019625 0.0010937 0.00293553 -0.00438905 0.010471 -5.60875e-05 -0.0135859 0.00135895 -0.00389424 -0.00788979 -0.0139553 -0.0039875 0.00436956 0.0068821 0.00821071 0.0108768 0.00311281 0.00673754 0.00223763 0.0115061 -0.0092002 0.000565494 0.00171994 -0.00202373 internal_weight=1.98317 1.97425 1.02043 0.99947 0.841741 0.50755 0.0970819 0.0326958 0.334191 0.169467 0.164724 0.0920444 0.0599958 0.138893 0.410468 0.298346 0.211501 0.13129 0.0997113 0.0868451 0.157729 0.147522 0.0990744 0.112122 0.953816 0.145779 0.0465346 0.808037 0.778899 0.474124 internal_count=1024 994 646 622 563 448 173 36 115 71 44 33 27 54 275 217 176 85 55 41 59 50 45 58 348 30 13 318 284 201 is_linear=0 shrinkage=0.03 Tree=175 num_leaves=31 num_cat=0 split_feature=19 17 17 19 17 16 11 11 11 11 11 9 15 3 17 15 11 6 6 15 17 5 9 15 15 10 6 7 19 2 split_gain=0.00861332 0.0126106 0.00962834 0.00899024 0.0164545 0.0331706 0.0109235 0.024341 0.0201673 0.0194514 0.0268613 0.0211707 0.0213873 0.0208744 0.0331333 0.0258011 0.0198386 0.0186473 0.0209127 0.0281122 0.0178541 0.0175127 0.0171511 0.0235532 0.0413344 0.0233908 0.0712532 0.0268326 0.0346812 0.0262265 threshold=34.456932345825514 3.6511404627855728 6.5395202085248636 35.198197531872673 25.923643148104102 57.597402400000014 0.49311782270730814 0.52550931890161545 0.53082749819672792 0.73678840970239012 0.61204350697756149 0.52562500021187508 43.244333204858485 0.73637639369454055 77.871392421069544 62.532536908280342 0.89304175887706738 0.85369586504356854 0.96453178178032339 62.456476085410294 99.995893107219175 0.75000000000000011 0.63624338321502061 75.121240477873911 72.247640255897025 0.66506357917859904 0.90314020540061968 0.49999999625000008 43.280754447267547 0.41641641641641647 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 -4 5 -5 22 -8 -9 10 11 12 -10 14 -11 17 -15 -16 19 -19 -20 -22 23 24 25 -6 -27 28 -28 -29 right_child=1 2 3 4 6 -7 7 8 9 13 -12 -13 -14 16 15 -17 -18 18 20 -21 21 -23 -24 -25 -26 26 27 29 -30 -31 leaf_value=-0.030196776188353695 0.016445297545924283 -0.030321093922400774 0.013815889288122487 -0.030322834599102851 0.010994687113366904 0.012757555447559618 -0.030226810046623132 0.024022340977732995 -0.030427570101140927 -0.030183310872906616 -0.020460641977684456 -0.030260942459556427 0.010943223408436764 0.02081921229187314 0.021137104289503873 -0.030259592297389597 -0.0010786895170065566 -0.030364354904873481 0.0074524276409721341 0.030209704053103307 -0.030414614211442266 0.010476821179445686 0.023043930667377796 -0.018374106268784319 0.024593268451363389 -0.030489968268396742 0.0066616578268549947 0.015087537253545572 -0.018991265412831856 -0.00059229865686200489 leaf_weight=0.008464167345664575 0.04172682762145985 0.0095210075378416859 0.041009102831594535 0.044343294735881389 0.16126843394886214 0.025242233008611947 0.027389403454435524 0.027000010362826288 0.012920238899823744 0.036377977939991979 0.10856125557620544 0.017420481766748708 0.086805256956722587 0.077565846382640302 0.041144273389363661 0.023511665938713122 0.071610900369705632 0.03700563632446574 0.17474893886537757 0.0084746051579713821 0.024660633831445011 0.015258276805980131 0.03462713590124622 0.05054832853784319 0.071241651719901711 0.069447115954972105 0.085710500366985798 0.16860103665385395 0.10620197209209437 0.22297356520721223 leaf_count=15 5 8 7 50 52 7 43 6 14 56 132 19 39 13 10 28 22 37 83 1 26 5 7 24 10 48 46 34 92 85 internal_value=1.00755e-10 0.000132918 -0.000228908 -7.58317e-05 -0.000387024 -0.0146954 0.000178343 -0.00243984 -0.00144245 -0.00237654 -0.0097099 0.000252998 0.0055833 0.000866655 -0.00303257 8.30903e-06 0.0103073 0.0023703 -0.000597808 -0.0190772 0.0033173 -0.0147846 0.00231054 0.00154351 0.00268057 0.000763234 -0.00176384 0.00165517 -0.00753435 0.006159 internal_weight=1.93138 1.92292 1.88119 1.87167 1.83066 0.0695855 1.76108 0.790455 0.763066 0.736066 0.225707 0.117146 0.0997255 0.510359 0.361182 0.324804 0.149177 0.301292 0.260148 0.0454802 0.214668 0.0399189 0.97062 0.935993 0.885444 0.814203 0.652934 0.583487 0.191912 0.391575 internal_count=1024 1009 1004 996 989 57 932 534 491 485 204 72 53 281 246 190 35 162 152 38 114 31 398 391 367 357 305 257 138 119 is_linear=0 shrinkage=0.03 Tree=176 num_leaves=31 num_cat=0 split_feature=19 19 19 11 11 11 17 3 15 15 1 3 19 10 10 19 10 15 19 16 1 19 10 9 6 10 6 16 3 15 split_gain=0.00873 0.0117011 0.0142551 0.0107333 0.028426 0.0236128 0.024169 0.0189178 0.0187983 0.0395705 0.0264218 0.026712 0.0177467 0.0178054 0.0431528 0.0441425 0.0301082 0.0266779 0.0242932 0.0299455 0.0213881 0.0230014 0.0227527 0.0211554 0.0206229 0.016914 0.0331764 0.0213297 0.0297236 0.0159221 threshold=34.456932345825514 35.198197531872673 36.341506065730165 0.2011598542787488 0.23096553144836274 0.18537525602968116 56.147161542596258 0.038988514270501283 42.792725961009403 36.926230142482041 0.8377192982456142 0.11689353410358329 40.885403179019029 0.95352381100324624 0.97612585019922704 52.577670392221044 0.92288712369980386 50.358582922520206 44.821678157548313 64.468864119611183 0.11805555555555559 55.700820383401258 0.9999949408586376 0.30555555862139927 0.99994298970506412 0.65833067341220664 0.81230804094250619 49.999999972222227 0.80361729743996568 38.962627521188175 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 5 -5 6 7 -4 9 -6 -11 29 -10 16 -15 24 18 -17 -14 23 -19 -22 -23 -20 -16 -25 -27 -28 -29 -12 right_child=1 2 3 4 8 -7 -8 -9 12 10 11 -13 13 14 15 17 -18 20 19 -21 21 22 -24 25 -26 26 27 28 -30 -31 leaf_value=-0.030199001366336128 0.014536903044575229 -0.030346897364787517 -0.030513752378295639 -0.030432128720611795 0.0083610498830287826 0.02157446171692954 -0.03029869793254902 0.0035468777472038291 0.017085839269528665 -0.030235185501390534 -0.030104038976324615 -0.03066068476184209 -0.030405933306439765 0.022374981880180216 -0.030242991095347956 0.015499414748860024 -0.03045352614567302 0.018191452232104232 -0.030291616618593212 -0.019232398199999723 -0.030403723100061709 0.0036983730836359792 -0.030449864492923796 0.011038770488329889 0.0071719775589642182 -0.030424902880369746 0.019379097052555177 -0.030314238866156619 0.030398646221530795 0.026274640688509682 leaf_weight=0.0085760860310984954 0.049454839667305239 0.014056217405595706 0.015107073937542626 0.030128746024274622 0.072142038479796389 0.057216940331272781 0.020923721851431765 0.51432084069892881 0.056651046194019727 0.07819812347588595 0.0055515011845272957 0.018025516983470879 0.025721252968651243 0.090850591572234407 0.056532220067310845 0.11928523100323218 0.037150350370211527 0.036986119346693158 0.015760687630972825 0.06229681808326859 0.030850896975607611 0.11210770073375897 0.020822139704250731 0.18154826139652869 0.017321102288406109 0.030583426880184561 0.046905944880563766 0.023762809461914003 0.010448480024933815 0.023991087466129102 leaf_count=15 10 15 13 23 28 12 21 159 19 142 17 19 24 19 83 49 30 6 22 42 31 40 18 82 19 24 15 22 1 4 internal_value=-4.06242e-11 0.00013815 -0.000251983 -1.84235e-05 -0.00165923 0.0032321 0.00132515 0.00257497 -0.000920507 -0.00935075 -0.0195106 -0.00188025 0.000789662 -0.000214976 0.00373711 -0.000561535 -0.00462745 0.0042627 -0.00221087 -0.000257736 -0.00241358 -0.00706675 -0.00165061 0.00356759 -0.0214679 0.00538735 -0.00379796 0.00624113 -0.0117719 0.0156802 internal_weight=1.88328 1.8747 1.82525 1.81119 1.20362 0.607569 0.550352 0.529428 1.17349 0.197908 0.125766 0.0475681 0.975585 0.918934 0.484756 0.393905 0.434178 0.320052 0.397028 0.371306 0.200767 0.163781 0.13293 0.30901 0.0738533 0.293249 0.111701 0.0811172 0.0342113 0.0295426 internal_count=1024 1009 999 984 779 205 193 172 756 210 182 40 546 527 265 246 262 144 232 208 95 89 58 166 102 144 62 38 23 21 is_linear=0 shrinkage=0.03 Tree=177 num_leaves=31 num_cat=0 split_feature=19 17 17 19 17 16 11 9 3 10 3 10 11 17 3 19 9 15 15 19 10 6 7 19 3 6 2 1 9 16 split_gain=0.00841081 0.0113294 0.00909099 0.007913 0.0145621 0.031065 0.0100498 0.0228358 0.0316228 0.0174253 0.0165351 0.0246179 0.0169607 0.0273001 0.0232718 0.0242914 0.0156274 0.0215552 0.0380642 0.0202657 0.0201231 0.066414 0.0242268 0.0317622 0.0259019 0.0346056 0.0243922 0.0337542 0.0296967 0.0311572 threshold=34.456932345825514 3.6511404627855728 6.5395202085248636 35.198197531872673 25.923643148104102 57.597402400000014 0.49311782270730814 0.93160714667755118 0.13407624546342944 0.9999949408586376 0.46906387144662093 0.9999949408586376 0.80939438791171125 87.54349360173471 0.50727176031642462 45.098259290468839 0.63624338321502061 75.121240477873911 72.247640255897025 58.068303178409323 0.66506357917859904 0.90314020540061968 0.49999999625000008 43.280754447267547 0.99862335826171078 0.99064700428001973 0.41641641641641647 0.73030303030303045 0.49999999625000008 36.61712365540496 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 -3 -4 5 -5 16 8 -8 -9 11 -10 13 14 -12 -16 17 18 20 -19 -6 -22 23 -23 -25 -26 -24 28 29 -28 right_child=1 2 3 4 6 -7 7 9 10 -11 12 -13 -14 -15 15 -17 -18 19 -20 -21 21 22 26 24 25 -27 27 -29 -30 -31 leaf_value=-0.030190150026244793 0.015896336582654148 -0.030305666037898579 0.013191229434684143 -0.03029511933655878 0.010494489171899928 0.012515940237401241 0.0017754298504001852 0.0047330073178471974 -0.030209130414048435 -0.03037922648007595 0.016400750690109364 0.0085205098947129972 -0.030260846448870178 0.027245372356776414 0.030615454211080077 -0.030238813046566091 0.022685611114739983 -0.030635364473591123 0.024281371660020732 0.011564800712285963 -0.030453622063547334 0.0066038530412436056 0.014886767036040182 -0.030391225531842644 0.027031088898051382 -0.03052348176972574 0.0094510082334649265 -0.030400501393468046 0.016653411018917437 -0.024725724734406564 leaf_weight=0.0082677634345601492 0.040151446126401313 0.008992354676592984 0.039621196803636738 0.040783503201964666 0.15344513935269766 0.024369950406253338 0.19024146874289727 0.32491422851308016 0.086451438957737992 0.013238818988611456 0.020254687435226515 0.01781467413820792 0.022811056056525558 0.0226409645692911 0.006855649407953023 0.042509015667747008 0.032544125715503469 0.033946660114452243 0.067311843711649999 0.014666805538581684 0.064511820390180219 0.081921143268118612 0.16087861231062561 0.062718440432945499 0.020793925155885518 0.017162322787044104 0.048712128860643134 0.029444660307490267 0.089107614767272025 0.047336046467535198 leaf_count=15 5 8 7 50 52 7 151 112 147 17 8 17 22 5 1 54 7 16 10 8 48 46 34 73 3 16 17 24 17 27 internal_value=1.92705e-10 0.000136684 -0.000217612 -6.53549e-05 -0.000367672 -0.0142821 0.000174461 -0.00241156 -0.00717526 0.00335835 -0.0149386 -0.0235919 -0.00709787 -0.0013709 -0.0106772 -0.0217875 0.00226602 0.00152099 0.00264068 -0.0179035 0.000763602 -0.00163471 0.00169667 -0.00726669 -0.0185534 0.00100718 0.00605556 -0.000564892 0.00417976 -0.00739253 internal_weight=1.83442 1.82615 1.786 1.77701 1.73739 0.0651535 1.67223 0.747732 0.409579 0.338153 0.219337 0.104266 0.115071 0.0922603 0.0696194 0.0493647 0.924501 0.891957 0.843344 0.0486135 0.776032 0.622587 0.558075 0.182596 0.100675 0.0379562 0.375479 0.2146 0.185156 0.0960482 internal_count=1024 1009 1004 996 989 57 932 534 405 129 254 164 90 68 63 55 398 391 367 24 357 305 257 138 92 19 119 85 61 44 is_linear=0 shrinkage=0.03 Tree=178 num_leaves=31 num_cat=0 split_feature=11 17 1 17 16 16 14 19 3 17 16 1 11 1 17 11 17 7 6 3 17 14 14 14 19 19 19 6 7 10 split_gain=0.0081664 0.0171329 0.0173321 0.0194594 0.0200369 0.0341994 0.0194163 0.0345057 0.0341688 0.0213989 0.0182751 0.0230751 0.0226465 0.0222026 0.0331847 0.0206976 0.0193902 0.0165742 0.0234428 0.0173215 0.0310428 0.0149085 0.0147759 0.0175238 0.019044 0.0144277 0.0182703 0.029523 0.0183749 0.026905 threshold=0.37075155745882143 27.557399545180974 1.0000000180025095e-35 99.995893107219175 58.333333145833343 50.000000060000005 61.257309941520482 60.453705795652432 0.45612578053007097 51.414974203745274 48.448773333333342 0.21825396825396828 0.5797059441468021 0.57518796992481214 78.38605981861933 0.40121919739351658 86.178050906578662 0.46966911707031261 0.16126538947698418 0.25434369456103484 90.304451852226336 20.601851851851858 43.756496881496894 46.393762183235879 59.804028863810764 58.124693378715342 54.900677582907242 0.9999232095811722 0.88194444468750022 0.99976530832476895 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=21 -2 -3 4 5 10 7 8 -6 -8 11 -4 13 15 -15 -13 -14 19 -19 -12 -21 -1 -18 -24 -25 26 27 -23 -28 -30 right_child=1 2 3 -5 6 -7 9 -9 -10 -11 17 12 16 14 -16 -17 22 18 -20 20 -22 25 23 24 -26 -27 28 -29 29 -31 leaf_value=-0.030257152742817019 -0.030432086591502219 0.0082582817146396228 -0.030299126910699435 -0.030366404288220388 -0.030298337161462515 -0.030337635578645536 -0.030404295823191912 -0.030566397674968618 0.010657609878874992 0.019013715889693288 0.023124905535022798 -0.030476251145829993 -0.030134393703119416 -0.030243783178808006 0.030303781733650757 0.018025178105590369 -0.030434223938657568 0.017944296993564986 -0.030249620706611448 0.014358165816208707 -0.030415900456235281 0.0023620599202991664 0.027884897396628361 -0.030212591048415279 0.030279244166785405 -0.030384100212217182 0.021009631313628041 -0.03026080148957544 -0.030834529878266331 0.021305279410963156 leaf_weight=0.012643748974369373 0.018656735061085783 0.14129174286063062 0.03670062666060403 0.022990324932834483 0.021667622109816875 0.047187526935886126 0.0086386704933829606 0.031088102463399991 0.1191329571447568 0.090526838903315365 0.052765628846827894 0.0088669812757871114 0.044199336956808111 0.03042417091637617 0.011126049794256687 0.074042929147253744 0.013518941414076835 0.0145103239628952 0.024289677188789938 0.043108844518428668 0.020594104658812284 0.69571687875577481 0.017937775832251646 0.015531871344137471 0.0067062629386782638 0.011800641630543396 0.088198387791635469 0.025895840753946686 0.01764682331122458 0.017984853126108646 leaf_count=16 24 59 47 28 33 58 7 20 37 20 13 8 107 51 1 34 20 5 30 12 16 268 4 26 1 11 18 40 6 4 internal_value=-2.03254e-11 -0.00197775 -0.00138583 -0.00318931 -0.0023364 -0.00613874 0.00413765 -0.00196099 0.00435495 0.0147087 -0.00338271 -0.00826055 -0.00462298 0.0038681 -0.0140307 0.0128381 -0.0154183 0.00475563 -0.0122262 0.0104129 -0.000116546 0.00208146 -0.00330465 0.00582427 -0.0119703 0.00255843 0.00301824 0.00119135 0.0136643 -0.00451731 internal_weight=1.78539 0.915504 0.896847 0.755556 0.732565 0.461511 0.271054 0.171889 0.140801 0.0991655 0.414324 0.259055 0.222354 0.12446 0.0415502 0.0829099 0.0978942 0.155269 0.0388 0.116469 0.0637029 0.869887 0.0536949 0.0401759 0.0222381 0.857243 0.845443 0.721613 0.12383 0.0356317 internal_count=1024 661 637 578 550 433 117 90 70 27 375 299 252 94 52 42 158 76 35 41 28 363 51 31 27 347 336 308 28 10 is_linear=0 shrinkage=0.03 Tree=179 num_leaves=31 num_cat=0 split_feature=14 11 17 1 9 7 16 7 16 10 11 1 15 3 1 5 17 3 7 19 19 16 11 9 19 17 14 14 15 10 split_gain=0.00789322 0.00776998 0.0164864 0.0159098 0.0186765 0.0174662 0.0247047 0.0199477 0.0183266 0.023724 0.0177626 0.0170592 0.0385846 0.0255687 0.0194488 0.026379 0.0193248 0.024879 0.0172095 0.0158625 0.0193131 0.0179309 0.0159297 0.0156488 0.0173516 0.0326625 0.014323 0.0140701 0.013471 0.0188474 threshold=67.592592592592595 0.37075155745882143 27.557399545180974 1.0000000180025095e-35 0.93160714667755118 0.86755556312175819 50.000000060000005 0.18898809953125004 27.777777722222222 0.93621506393444798 0.81308231302330214 0.68990384615384626 60.882264913951801 0.25360777348336344 0.73508771929824579 1.0000000180025095e-35 94.456055697667423 0.25434369456103484 0.53759398464520725 47.18909035132571 52.577670392221044 49.645467957084556 0.54082558374134437 0.20227272500000001 42.542167774788609 77.871392421069544 20.601851851851858 27.003205128205131 61.821807432354881 0.99896324487668919 decision_type=2 2 2 2 2 2 2 2 2 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 23 5 6 7 8 9 -5 -7 12 13 -6 -13 16 -16 -18 -15 27 -21 22 -22 -4 -25 -26 -1 -9 29 -27 right_child=-2 2 3 4 11 10 -8 19 -10 -11 -12 14 -14 18 15 -17 17 -19 -20 20 21 -23 -24 24 25 28 -28 -29 -30 -31 leaf_value=-0.030245246837918849 -0.030081683113658671 -0.030414214274247366 -0.030289238896015896 0.023605501870435284 -0.030262323280226863 0.011753989333957743 -0.030203519005658333 -0.015314499639803492 -0.030144673462776821 -0.030134679290195004 -0.03020704459059859 0.030387110460377214 -0.030496164551474417 0.018656463762401057 0.021939197380927377 -0.030357585580040165 0.012974066998745174 -0.030446232938900943 -0.015137314965992948 -0.030188202390180486 -0.030440770557173698 -0.030343644598477475 0.0077283774292279958 0.026487079330049845 -0.030266866299422365 0.020485807677669974 0.0026498070629929534 0.013186204378472588 0.023909978240725511 -0.030371024232040817 leaf_weight=0.012084548608981782 0.0078151682137105327 0.017800993351556826 0.008959070430137217 0.016367233925848268 0.01554073189618066 0.066310896472714376 0.046298965637106448 0.019692465226398781 0.052153386430290993 0.013483986680512317 0.010519776697037742 0.032235172111541033 0.03816482680849731 0.06565842115378473 0.055798445187974721 0.017106584578868933 0.030895780073478818 0.019292839191621169 0.017093150519940536 0.02960252893899451 0.011298855737550184 0.017649585905019194 0.076253172592259943 0.042280086781829596 0.020301343436585739 0.01384691460407339 0.83826429362670751 0.074820946676481981 0.040956073557026684 0.012459661527827848 leaf_count=16 30 24 9 10 16 29 68 18 127 36 13 4 22 24 9 15 4 12 9 52 8 18 34 5 20 5 332 35 7 13 internal_value=8.25595e-11 0.000135642 -0.00183571 -0.00124762 -0.00302629 -0.00696897 -0.00975705 -0.0067163 -0.0194151 -0.000669281 0.00600862 0.00284411 -0.00489509 0.00504527 0.00964304 0.00421068 0.00979009 -0.00371699 0.011676 -0.00217519 -0.00878187 -0.00275837 0.00280253 0.00805865 0.0107046 0.00308407 0.00218233 0.0072479 0.0131501 -0.00360166 internal_weight=1.74101 1.73319 0.882842 0.865041 0.726238 0.434452 0.357621 0.311322 0.0820046 0.0298512 0.0768307 0.291786 0.136457 0.0982923 0.155329 0.123094 0.105987 0.0501886 0.0827516 0.229318 0.134804 0.105202 0.087552 0.138803 0.129844 0.087564 0.850349 0.0945134 0.0672626 0.0263066 internal_count=1024 994 646 622 563 448 406 338 173 46 42 115 71 49 44 40 25 16 33 165 112 60 42 59 50 45 348 53 25 18 is_linear=0 shrinkage=0.03 Tree=180 num_leaves=31 num_cat=0 split_feature=19 19 7 19 19 10 6 14 3 9 15 19 19 16 16 2 10 10 7 19 7 10 3 7 14 1 10 14 6 16 split_gain=0.00766931 0.0109045 0.0125357 0.0124867 0.0298744 0.0171605 0.0401551 0.0125953 0.00914952 0.0307713 0.0319979 0.027201 0.0254072 0.0251451 0.0377141 0.0235356 0.0367966 0.0236467 0.0238053 0.0224998 0.0213959 0.0209399 0.0193467 0.0176433 0.0161696 0.0244395 0.0227232 0.0189144 0.0200272 0.0187761 threshold=34.456932345825514 35.198197531872673 0.42166666550000004 39.703858782147428 39.75696863747261 0.1698657702988309 0.28389176569234903 20.601851851851858 0.37978877614412931 0.15812500262734377 43.762300029104495 44.950884979406652 55.700820383401258 38.260026902266752 48.196881000000012 0.49074074074074076 0.99995743658303604 0.99990962960182805 0.90750000036900014 45.511400210444101 0.49999999625000008 0.99974134460868724 0.40570666712679937 0.31507198007422521 36.237373737373744 0.4701754385964913 0.48884973638036394 58.055555555555564 0.1072796885258825 58.908730013640884 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 -2 5 -5 -3 -7 -6 9 10 20 -10 -12 23 -15 16 -16 18 -17 -13 -9 -22 -21 -11 -24 29 27 28 -27 -26 right_child=1 3 -4 4 7 6 -8 8 11 13 12 19 -14 14 15 17 -18 -19 -20 22 21 -23 24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.030179757630712265 -0.0050149342472037995 -0.030414408250310603 0.02720317697612561 0.02900429187058283 -0.030210475776804715 0.022854457542039845 -0.03024251609274933 -0.030149165114502455 0.016804527298610983 0.014970893662269507 -0.030483338944355082 -0.030501612132317644 0.0097241456364456948 -0.030189761912495373 -0.030380276117254624 0.011926859665087145 0.025916529218159488 -0.016562736434797224 -0.030352308864584961 -0.030332175533664067 -0.012993715859794168 0.019325930987726128 0.010320555251470229 -0.03065491104292235 -0.023818371892358036 0.016593689050926026 0.005240636939907093 -0.030770421897848583 -0.030472691287575397 0.0014301053034500694 leaf_weight=0.007544620275439339 0.017852840654086211 0.028671497391769551 0.027784841484390199 0.032021254766732343 0.012544668417831306 0.027981253151665442 0.023655889192014001 0.01711416008765787 0.099122899911890272 0.12979402209020918 0.087590462237130851 0.021034601493738592 0.01686843120114645 0.040207592508522794 0.042648977032513358 0.1841269797005225 0.013840085885021836 0.038390472196624614 0.012820238567655906 0.017355458709062077 0.02921959326704382 0.047163759620161727 0.15450478890852537 0.0081040909135481343 0.064068094055983238 0.024567955544625875 0.38653907820116729 0.031159223624854349 0.012165627820650116 0.045216263737529516 leaf_count=15 6 22 4 4 28 8 25 37 35 95 80 10 7 70 42 84 5 29 13 17 20 16 61 4 66 9 162 21 9 20 internal_value=3.4252e-10 0.000134402 0.0145999 -0.000266066 0.000324791 -0.0118038 -0.00147021 -0.00027303 -2.65415e-05 -0.00265801 -0.0125795 0.00202729 -0.0239905 0.00152134 -0.00295083 0.000802123 -0.0165873 0.00497618 0.00917471 9.13357e-05 0.000169361 0.00696241 0.000966174 0.0122895 0.00172248 -0.000634098 0.00242915 -0.0135777 0.00100599 -0.0133718 internal_weight=1.70168 1.69414 0.0456377 1.6485 1.56819 0.0803086 0.0516371 1.53617 1.52362 0.667889 0.197956 0.855734 0.104459 0.469932 0.332034 0.291827 0.0564891 0.235338 0.196947 0.756611 0.0934975 0.0763834 0.735576 0.137898 0.718221 0.563716 0.454432 0.0678928 0.0367336 0.109284 internal_count=1024 1009 10 999 944 55 33 940 912 502 160 410 87 342 243 173 47 126 97 375 73 36 365 99 348 287 201 39 18 86 is_linear=0 shrinkage=0.03 Tree=181 num_leaves=31 num_cat=0 split_feature=14 11 17 1 17 16 16 14 19 3 6 16 3 11 17 17 10 17 1 3 10 6 19 11 14 6 10 1 15 16 split_gain=0.00742146 0.00745043 0.01531 0.0149822 0.0163319 0.0173228 0.0314013 0.0191967 0.0305173 0.0296496 0.0189933 0.0164243 0.0201995 0.0207797 0.0173913 0.0177363 0.0154475 0.0243289 0.0149949 0.0131808 0.0311608 0.0140776 0.0131387 0.0128995 0.0128109 0.0220411 0.012276 0.0147044 0.0119591 0.0183426 threshold=67.592592592592595 0.37075155745882143 27.557399545180974 1.0000000180025095e-35 99.995893107219175 58.333333145833343 50.000000060000005 61.257309941520482 60.453705795652432 0.45612578053007097 0.41517852434411151 46.045140963052802 1.0000000180025095e-35 0.5797059441468021 78.38605981861933 70.288676341295272 0.99985549643774885 94.264144955621092 0.53589743589743599 0.10880302876976193 0.9999949408586376 0.28389176569234903 60.317263436921401 0.7955521877015338 47.527472527472533 0.99994298970506412 0.99987012035961731 0.24038461538461539 42.280200075999296 43.172043131720436 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 19 -3 -4 5 6 11 8 9 -7 -9 12 26 14 15 18 17 -13 24 20 21 -1 23 -11 25 -14 27 -5 -21 -30 right_child=-2 2 3 4 -6 7 -8 10 -10 22 -12 16 13 -15 -16 -17 -18 -19 -20 28 -22 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.0061835768554291586 -0.030077123778725828 -0.030392191113050422 0.0080476946752919484 -0.030316564525029892 -0.03035274987984338 -0.030274123354780254 -0.030315164872450711 -0.030355381563212411 -0.03054019777935741 -0.01020449422180118 0.019111578248699052 0.0044433324327831317 -0.030296022039387128 -0.030135287245369749 0.030285058148245132 -0.030171664002357663 0.02132782328428735 -0.030295688932174263 -0.03028687523000809 0.013301724895021388 0.021256906809973435 -0.030304644054573372 0.030281825466583773 0.013527351398909714 0.028616064917711976 0.030337597755259998 -0.030527766876441948 0.016629180422702609 -0.0027944991776173217 0.0073522120799843754 leaf_weight=0.012355509636108541 0.0073506762801117667 0.016587535050348379 0.13029228396044346 0.0069002576638013116 0.019165077515935991 0.019498204746923875 0.042875429655396147 0.0076240190101088947 0.028313780814642087 0.033017493726219982 0.083444093412254006 0.11682452528475551 0.013602905091829598 0.052744389562576544 0.010297150351107121 0.028337328167253872 0.035119897598633543 0.021479909191839397 0.011716338274709415 0.09537728778377641 0.020887900682282634 0.041411566628084984 0.022548989858478308 0.054870392741577234 0.016379524022340775 0.0089430734515190125 0.0074725931772263712 0.046271917279227637 0.34510549054539297 0.29949711311928695 leaf_count=10 30 24 59 6 23 33 58 7 20 16 19 59 15 134 1 59 11 22 19 29 7 47 3 18 3 1 9 27 162 93 internal_value=-2.98495e-11 0.000134077 -0.00185852 -0.00127973 -0.00304756 -0.0022645 -0.00599045 0.00399679 -0.00231819 0.00383159 0.0149703 -0.00321736 -0.00901677 -0.0152058 -0.00638547 -0.0111665 0.0035599 -0.000951947 -0.000531898 0.00217484 -0.00983926 -0.0219198 0.00985313 0.00461183 0.00842417 -0.00624513 0.00547698 0.0105369 0.00338692 0.00191989 internal_weight=1.65631 1.64896 0.834327 0.81774 0.687447 0.668282 0.418965 0.249317 0.158249 0.129935 0.0910681 0.37609 0.202665 0.142021 0.0892763 0.0789792 0.173424 0.138304 0.0506418 0.814635 0.074655 0.0537671 0.110437 0.0878879 0.0389255 0.022546 0.0606448 0.0531722 0.73998 0.644603 internal_count=1024 994 646 622 563 540 424 116 90 70 26 366 274 232 98 97 92 81 38 348 64 57 37 34 19 16 42 33 284 255 is_linear=0 shrinkage=0.03 Tree=182 num_leaves=31 num_cat=0 split_feature=14 19 19 19 19 11 11 14 17 7 3 9 17 11 19 16 16 2 10 7 6 19 10 15 17 19 16 6 14 10 split_gain=0.00714488 0.00741031 0.00966602 0.0117149 0.0276436 0.0161181 0.0328781 0.01198 0.0117027 0.0114102 0.00820761 0.0286046 0.0296662 0.0266551 0.0243529 0.022426 0.0354713 0.0223117 0.0330155 0.022261 0.0222405 0.0213585 0.02118 0.0189463 0.018414 0.0193099 0.0342044 0.0303602 0.022932 0.0225683 threshold=67.592592592592595 34.456932345825514 35.198197531872673 39.703858782147428 39.75696863747261 0.28765439064893567 0.33333333166666673 20.601851851851858 72.055137748129667 0.42166666550000004 0.37978877614412931 0.15812500262734377 51.632998619356549 0.20905265171593151 44.950884979406652 38.260026902266752 48.196881000000012 0.49074074074074076 0.99995743658303604 0.90750000036900014 0.99986348347970677 45.511400210444101 0.99990962960182805 62.496766859970684 29.479868914828241 50.031023377356419 38.39743598750001 0.99606630231064763 33.02469135802469 0.9999949408586376 decision_type=2 2 2 2 2 2 2 2 2 2 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 5 -5 -4 -7 -6 -8 -3 11 12 -9 -14 -12 -13 -17 18 -18 22 -15 -16 -19 -22 -23 27 -27 -26 -29 -28 right_child=-2 2 3 4 7 6 8 10 -10 -11 14 15 13 20 21 16 17 19 -20 -21 23 24 -24 -25 25 26 29 28 -30 -31 leaf_value=-0.030173407696912791 -0.030074392185389036 -0.0047552168512173488 -0.030299999061592069 0.028970623353994678 -0.030201028991875052 0.030266388888224912 -0.030325878496899602 -0.030443807202502275 0.01661307286979757 0.026905677391410376 0.016344147677489724 0.012056404582305703 0.012749190314783243 -0.030264465773980734 -0.030479950417148488 -0.030178413728672939 -0.030353202121556105 0.011779320293066376 0.02547222561566552 -0.03031589324208692 0.016599114798318434 -0.019797210158027007 -0.014460541759352229 -0.030486520747788404 0.017157034670118934 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0.000125101 -0.00245319 -0.0123938 -0.00436197 0.00210637 0.00166835 -0.00270581 0.00101187 -0.016745 0.00511937 -0.015362 0.000223772 0.00764805 0.00195121 0.00109066 0.00222027 -0.000778258 0.0109183 -0.0147208 0.00131496 internal_weight=1.61983 1.61275 1.60552 1.56273 1.48788 0.0748501 0.0479795 1.45787 0.0296216 0.0427925 1.44605 0.628354 0.184167 0.127453 0.817699 0.444187 0.312571 0.275315 0.0517214 0.223593 0.0775801 0.722205 0.2087 0.0358874 0.702375 0.666339 0.495516 0.170823 0.0334316 0.462871 internal_count=1024 994 979 969 914 55 28 910 26 10 882 488 152 103 394 336 237 167 47 120 86 359 103 21 349 327 246 81 35 204 is_linear=0 shrinkage=0.03 Tree=183 num_leaves=31 num_cat=0 split_feature=11 17 1 17 9 1 15 3 7 6 16 7 1 5 14 19 7 16 11 14 14 9 19 17 14 15 6 14 14 17 split_gain=0.0068336 0.0140889 0.0141594 0.0161446 0.0183986 0.017322 0.0346152 0.0182849 0.0167602 0.0176371 0.0210469 0.0157912 0.0146994 0.0259334 0.0163305 0.0134725 0.0228193 0.0275391 0.0234741 0.0170904 0.0134656 0.0133919 0.0151475 0.0301603 0.0120241 0.0117999 0.0156832 0.0116123 0.0189882 0.0115709 threshold=0.37075155745882143 27.557399545180974 1.0000000180025095e-35 99.995893107219175 0.93160714667755118 0.68990384615384626 60.882264913951801 0.25360777348336344 0.18898809953125004 0.58118575791302551 27.777777722222222 0.53759398464520725 0.73508771929824579 1.0000000180025095e-35 61.257309941520482 47.18909035132571 0.86755556312175819 48.819444343518519 0.54082558374134437 43.756496881496894 27.003205128205131 0.20227272500000001 42.542167774788609 77.871392421069544 20.601851851851858 61.821807432354881 0.99064700428001973 49.005847953216382 60.858585858585869 51.414974203745274 decision_type=2 2 2 2 2 2 2 2 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 21 4 8 6 7 -6 9 10 -4 -9 -7 14 -14 20 17 18 -17 -20 -10 -3 -23 -24 -1 26 -25 -21 -29 -18 right_child=1 2 3 -5 5 12 -8 11 15 -11 -12 -13 13 -15 -16 16 29 -19 19 27 -22 22 23 25 -26 -27 -28 28 -30 -31 leaf_value=-0.030208949118553978 -0.030373717155063599 -0.030254324515747378 0.025906216160787563 -0.030318853616278334 -0.030220687450098108 0.030364839014700076 -0.03046392734053581 0.018068524168122754 -0.016330503508471671 -0.030113215812822041 -0.030176193819750237 -0.015656586763193488 -0.0066452185521822848 -0.030315612332410195 0.021134235956460627 -0.030302542390353876 -0.030373143659136743 -0.030194742882687069 -0.030359393478019341 0.025666135710723362 0.012748644453695907 0.026262892141494729 -0.030250500046179355 0.018811693836221305 0.0024199331507285429 0.023610345209576191 -0.030344767193581257 -0.030235357416494215 0.013820247429240262 0.011410634140528746 leaf_weight=0.010300225425453391 0.015401534205011558 0.0077815431286580852 0.013682825767318718 0.019131551762257004 0.011132507963338867 0.028883037157356739 0.032986949692713097 0.059399142133770511 0.018156424739572685 0.047756188509083586 0.010757373562228167 0.015824320405954495 0.027842239942401648 0.014998790153185837 0.060280852485448122 0.023591444805788342 0.006615094462176784 0.057146722083416535 0.011200970322533976 0.025316851635579951 0.068038881316169864 0.037005660589784384 0.018744729837635532 0.01290978335600812 0.77193497522603138 0.037819883465999737 0.010668789072951768 0.01292809236474568 0.02760727982968092 0.06067477756732842 leaf_count=16 24 9 7 28 14 4 21 23 20 137 29 8 9 15 11 31 6 90 18 8 38 5 20 6 347 7 12 18 12 31 internal_value=2.39737e-10 -0.00196009 -0.00139825 -0.00316619 -0.00234789 0.00396048 -0.00432237 0.00566339 -0.00648272 -0.0195057 0.0012215 0.010974 0.0114488 0.00615073 0.0123574 -0.00346223 -0.00732451 -0.0135624 -0.00411841 0.00389841 0.00662333 0.00785611 0.0103876 0.00305723 0.00199029 0.013226 -0.00343053 0.00972541 -0.000230565 0.00730298 internal_weight=1.57652 0.794284 0.778883 0.653952 0.634821 0.251348 0.119343 0.086356 0.383473 0.0721964 0.0244402 0.0752235 0.132005 0.103122 0.0881231 0.311277 0.225081 0.157791 0.100645 0.0770532 0.0861953 0.12493 0.117149 0.0801432 0.782235 0.0613985 0.0235786 0.0658522 0.0405354 0.0672899 internal_count=1024 661 637 578 550 105 66 45 445 173 36 31 39 35 20 272 214 177 87 56 58 59 50 45 363 25 18 38 30 37 is_linear=0 shrinkage=0.03 Tree=184 num_leaves=31 num_cat=0 split_feature=7 11 19 16 17 1 10 15 1 10 17 1 1 17 14 17 17 1 3 10 10 11 14 16 19 14 19 19 15 1 split_gain=0.00687631 0.0180035 0.0332886 0.0291583 0.0217276 0.0232807 0.0338054 0.0352337 0.0143279 0.041077 0.0336703 0.0276 0.0208349 0.0202234 0.0165429 0.0178612 0.0173158 0.0142292 0.0333189 0.0193249 0.0179147 0.0145525 0.0179327 0.018792 0.0134302 0.0215384 0.0127159 0.0257574 0.0130703 0.026697 threshold=0.57029200624320409 0.28765439064893567 56.50880708927783 57.089946851851856 54.112207364577678 0.70714285714285718 0.089836443575070049 60.748825974644717 0.11805555555555559 0.99845980200813611 27.975693397844299 0.21825396825396828 0.2264957264957265 99.999735410537028 35.136452241715411 45.791775279348734 27.557399545180974 0.97368421052631593 0.49979292638972167 0.95352381100324624 0.019654143200387501 0.5355445089933043 34.731934731934736 71.833721545813162 55.453233385105911 39.141414141414145 38.264561842001818 42.912873496385778 36.926230142482041 0.324561403508772 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=8 2 4 -3 5 6 -2 -8 9 10 -1 -10 -13 -11 15 16 -14 18 -5 20 -20 -21 -23 -24 25 -9 -16 -28 -29 -30 right_child=1 3 -4 17 -6 -7 7 24 11 13 -12 12 14 -15 26 -17 -18 -19 19 21 -22 22 23 -25 -26 -27 27 28 29 -31 leaf_value=-0.030550866085570554 0.024356944668475603 -0.030295743614166148 -0.030692207029151937 -0.030227291019909213 0.023535059086713814 0.018319887201922905 -0.030529624719582451 0.024092584426100693 -0.023658235221239894 -0.030268946591908399 0.016057284422962368 0.019177087348901604 -0.030286337000940619 0.016643185130095883 0.022087957523639762 -0.026910679026912167 0.024911248747072092 0.015709114200463659 0.013467071132202827 0.027663653577126437 -0.030351887005532319 0.024056624185992782 0.010520237696652088 -0.03068883042229276 0.030372469964674329 -0.020335110226544256 -0.030201819431343296 0.016562144966133563 -0.030337717159120817 -0.00042917515987753342 leaf_weight=0.015291874675313011 0.032032386458013207 0.031639830587664619 0.019237843574956059 0.033320520451525226 0.078432747162878513 0.075621426221914589 0.045683678894420154 0.015792171703651547 0.05618407030851813 0.036399483331479132 0.1589361536243814 0.040137839809176512 0.0079027896572370082 0.010701993654947728 0.01995800704753492 0.048861347015190404 0.014499840122880414 0.044258615060243756 0.012944260961376131 0.03058247419539839 0.023903630368295126 0.022083755087805912 0.020352838910184801 0.019502566108712927 0.014048602432012558 0.025972752366214991 0.028265045937587274 0.036288188559410628 0.028407804529706482 0.49315932474564761 leaf_count=9 7 43 8 53 15 18 27 3 61 53 55 16 9 4 11 63 4 13 5 5 17 5 7 9 1 14 49 15 30 395 internal_value=-4.70806e-11 0.00270726 0.00751367 -0.00347371 0.0100694 0.00501976 -0.00251246 -0.0109924 -0.001484 0.00524668 0.0119665 -0.00340951 -0.00182388 -0.01961 -0.00306835 -0.016741 0.00543965 0.000627039 -0.00347593 0.00341418 -0.0149588 0.0107314 0.00237114 -0.00964472 0.0049989 -0.00353609 -0.00146069 -0.00226255 -0.000846939 -0.00205818 internal_weight=1.5404 0.54541 0.306822 0.238588 0.287584 0.209151 0.13353 0.101497 0.994994 0.22133 0.174228 0.773664 0.71748 0.0471015 0.677342 0.071264 0.0224026 0.206949 0.16269 0.12937 0.0368479 0.0925216 0.0619392 0.0398554 0.0558135 0.0417649 0.606078 0.58612 0.557855 0.521567 internal_count=1024 250 93 157 85 70 52 45 774 121 64 653 592 57 576 76 13 114 101 48 22 26 21 16 18 17 500 489 440 425 is_linear=0 shrinkage=0.03 Tree=185 num_leaves=31 num_cat=0 split_feature=11 9 19 1 16 16 7 6 10 10 10 17 5 15 1 17 17 19 9 3 3 10 6 15 7 6 1 1 19 15 split_gain=0.00659432 0.0131035 0.0144178 0.0139939 0.0187697 0.0175694 0.0169759 0.0147506 0.0250741 0.0132982 0.0133265 0.0257157 0.0144344 0.0164667 0.0144192 0.0130281 0.0206365 0.01277 0.0120745 0.0154187 0.011612 0.027472 0.0120766 0.011133 0.0133549 0.0172015 0.0166933 0.012349 0.0245606 0.0122267 threshold=0.37075155745882143 0.93160714667755118 61.670252649140131 1.0000000180025095e-35 62.896825750000012 50.000000060000005 0.18898809953125004 0.58118575791302551 0.57193409442153997 0.9999949408586376 0.99985549643774885 90.107381584354172 0.75000000000000011 56.440644402173369 0.069047619047619038 46.23322944910678 74.952117202673421 55.90404564327347 0.20227272500000001 0.27900820232322138 0.10880302876976193 0.9999949408586376 0.28389176569234903 70.327432428522073 0.46966911707031261 0.16126538947698418 0.4701754385964913 0.45804195804195813 45.993351452724561 61.158593458280485 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=20 2 3 18 5 6 7 8 -5 10 11 12 -3 -14 -13 -15 -17 -6 -2 -20 21 22 -1 24 25 -8 27 28 -26 -27 right_child=1 9 -4 4 17 -7 23 -9 -10 -11 -12 14 13 15 -16 16 -18 -19 19 -21 -22 -23 -24 -25 26 29 -28 -29 -30 -31 leaf_value=0.0054611933271870652 -0.030240777876921737 0.017960034409403854 -0.030346833884718299 -0.030145773013153392 -0.030254696080348826 -0.030164979366669797 -0.030295258994696331 -0.030105279377190604 0.030239256422873673 -0.030338892702833031 0.01415418963594226 0.027320195948867344 -0.03019418531801793 0.03022153977553 -0.022767217412981645 -0.030450555435999862 0.014477539860794487 0.013563703537740029 0.016942149845190862 -0.015264570690142976 0.0031617996566226324 0.020714223296385975 -0.030268871915986161 -0.030421201592932046 0.013720382478535057 0.0035983256032547685 -0.030194993045528952 0.030224525913753273 -0.030293800052479752 0.027636712775243776 leaf_weight=0.011070672931964509 0.0072642891173018134 0.05972106235276442 0.019439830692135729 0.012939437659952091 0.0067354961829551021 0.033326717264571926 0.010468103420862462 0.044765772694518091 0.011862629093229771 0.010266797136864625 0.086335644213249907 0.0057893830235116175 0.01484695116232615 0.014125290559604764 0.048569775695796125 0.01532802902511321 0.023019126441795379 0.053776663553435355 0.063408766567590646 0.016955490485997871 0.68118528590275673 0.018872764892876148 0.036861224936728831 0.012155662174336612 0.023950324546603952 0.069183567029540427 0.025270662765251473 0.009570692665874958 0.021792627856484614 0.026275745949533302 leaf_count=10 9 14 20 40 14 62 16 141 2 17 23 2 19 3 35 10 9 22 22 14 297 7 49 8 16 63 46 1 26 7 internal_value=1.82746e-10 -0.00199348 -0.0050518 -0.00395834 -0.00656181 -0.00962155 -0.00706914 -0.0198229 -0.0012641 0.0031676 0.00445246 -0.000164992 0.0072237 -0.00230083 -0.0174328 0.00559153 -0.00348101 0.00868636 0.00679898 0.0101471 0.00199123 -0.00994472 -0.0220164 -0.00260312 -0.000790113 0.00621167 -0.0099939 -0.000764807 -0.00724863 0.010215 internal_weight=1.49513 0.747145 0.469142 0.449703 0.362074 0.301562 0.268235 0.0695678 0.0248021 0.278002 0.267735 0.1814 0.12704 0.0673194 0.0543592 0.0524724 0.0383472 0.0605122 0.0876285 0.0803643 0.74799 0.0668047 0.0479319 0.198667 0.186512 0.105927 0.0805843 0.0553136 0.045743 0.0954593 internal_count=1024 661 529 509 464 428 366 183 42 132 115 92 55 41 37 22 19 36 45 36 363 66 59 183 175 86 89 43 42 70 is_linear=0 shrinkage=0.03 Tree=186 num_leaves=31 num_cat=0 split_feature=15 15 6 15 14 7 7 17 6 3 10 7 16 14 14 1 6 1 15 1 1 14 14 10 17 14 7 2 14 6 split_gain=0.00615165 0.0290171 0.021067 0.0117746 0.0224367 0.0110189 0.0170095 0.0170001 0.0142694 0.022409 0.0167831 0.026244 0.0186958 0.0225239 0.0181117 0.0169525 0.0178526 0.0163553 0.020441 0.0184801 0.0197233 0.0161421 0.0230693 0.0151192 0.0169474 0.0275565 0.0230169 0.0210276 0.0145459 0.0194981 threshold=72.247640255897025 75.121240477873911 0.86302248054119735 64.375735619023374 64.5138888888889 0.63082122517399031 0.6595553735969597 3.6511404627855728 0.99924006583265645 0.24718718063853909 0.99998602282094473 0.52277328750000007 58.333333145833343 52.904040404040408 40.608465608465622 0.90454545454545465 0.90314020540061968 0.87083333333333346 64.147491065924527 0.51315789473684226 0.46410256410256417 51.683501683501689 40.608465608465622 0.99986043541689329 72.318777061299173 38.278388278388285 0.12499999718750003 0.49074074074074076 36.017799175693916 0.69860059913784001 decision_type=2 2 2 2 2 2 2 2 2 2 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 -8 10 21 11 12 13 17 -12 -15 -17 19 -19 20 23 22 -10 24 25 26 -1 -26 29 -28 right_child=1 2 -4 4 -6 6 7 -9 9 -11 14 -13 -14 15 -16 16 -18 18 -20 -21 -22 -23 -24 -25 27 -27 28 -29 -30 -31 leaf_value=-0.030190491794657642 0.019148056032099636 -0.030493029442992522 0.0049744119733123029 -0.016513278542546556 0.030240047453087671 0.028561549694785054 0.030335619969129642 0.0011811714397139111 -0.030179004216108876 -0.024720353659134879 -0.030191538835793615 -0.023778786512288461 0.014665196951251642 -0.026951895459966093 0.020378169947841487 0.014079479821631845 -0.030278645707515026 -0.03049874252050909 0.030359669246925951 0.011799251267677488 -0.030390431556048345 -0.030274063727896674 0.017658429459478264 -0.030232954685090716 -0.0097432389407824636 -0.030279217345691906 0.0062539053313710007 0.023455477214091146 0.022543875449864761 -0.030420402319077833 leaf_weight=0.017614155112823715 0.071904315118445195 0.024483193075866438 0.039213138086779509 0.07966230300371524 0.010449759662151337 0.024402641633059829 0.018985321279615164 0.34701717461211956 0.011469068580481689 0.058336325850177673 0.0071936303866095832 0.044654605761024868 0.069743118554470129 0.050964173962711357 0.055951870112039614 0.025148669836198678 0.012092091485101264 0.02721367387130158 0.0060761370696127406 0.13116670354429516 0.0201608005882008 0.012368173862341791 0.043424626150226686 0.013791733181278687 0.024680642949533649 0.028406221186742187 0.078094000535202213 0.056430148280924186 0.036074402582016774 0.015663992344343569 leaf_count=23 18 16 20 58 2 6 3 173 22 107 12 37 29 83 29 19 17 30 1 69 22 29 18 23 40 46 31 19 11 11 internal_value=-1.14486e-10 0.00608643 -0.00865834 -0.000621836 -0.0110916 0.000140779 0.00431038 0.00269347 -0.00178174 -0.0111136 -0.00015641 -0.00157422 4.24439e-05 -0.00183371 0.0146172 -0.0157092 -0.000323623 0.000853956 -0.0193907 0.00245066 -0.00176438 0.000687622 0.00766364 0.000367151 0.00200952 -0.00322289 0.00198963 0.0133537 0.00635546 0.00012679 internal_weight=1.46284 0.135601 0.0636963 1.32724 0.0901121 1.23712 0.390405 0.366002 0.846719 0.125598 0.721121 0.657975 0.613321 0.543578 0.0631455 0.0882049 0.0372408 0.455373 0.0332898 0.422083 0.290916 0.0672619 0.0548937 0.270755 0.256964 0.175853 0.147447 0.0811108 0.129832 0.093758 internal_count=1024 54 36 970 60 910 182 176 728 176 552 511 474 445 41 119 36 326 31 295 226 69 40 204 181 122 76 59 53 42 is_linear=0 shrinkage=0.03 Tree=187 num_leaves=31 num_cat=0 split_feature=11 17 1 17 16 16 14 19 3 17 16 16 7 16 6 6 10 6 6 17 19 19 11 19 19 6 7 10 19 17 split_gain=0.00615506 0.0120607 0.0112782 0.0140388 0.0130582 0.0259894 0.0160578 0.0248004 0.0234759 0.0153147 0.0138212 0.016559 0.0193697 0.017388 0.0166528 0.0151364 0.0210067 0.0125354 0.015231 0.0162769 0.0111284 0.0166695 0.0189637 0.0110058 0.0165806 0.022912 0.0142877 0.0224398 0.013829 0.0262408 threshold=0.37075155745882143 27.557399545180974 1.0000000180025095e-35 99.995893107219175 58.333333145833343 50.000000060000005 61.257309941520482 60.453705795652432 0.45612578053007097 51.414974203745274 46.045140963052802 39.834943466250685 0.18898809953125004 36.165698707280605 0.99986348347970677 0.6207777045029309 0.57193409442153997 0.99960088813857906 0.99648019331286752 93.962415475496257 60.317263436921401 58.441532113394558 0.59563704038758469 58.124693378715342 54.900677582907242 0.9999232095811722 0.88194444468750022 0.99976530832476895 48.400558795493097 54.112207364577678 decision_type=2 2 2 2 2 2 2 2 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 4 5 10 7 8 -6 -8 11 12 15 14 -14 16 -4 18 19 -12 21 22 -10 24 25 28 -26 -28 -1 -30 right_child=1 2 3 -5 6 -7 9 -9 20 -11 17 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 26 -27 27 -29 29 -31 leaf_value=0.0044114638741994117 -0.03032626247525785 0.0073494888768029084 -0.030151382363655062 -0.030282022465012871 -0.030220097773129673 -0.03028350283568472 -0.030306122871025201 -0.030479698940426576 -0.030344506344482117 0.018210802247556546 0.0049602691324482995 -0.030170333899148957 -0.030172186293092072 0.019108295991318473 0.0071227325088054289 -0.030099918820548601 0.030233442196244416 -0.03029249262849663 0.025381334911349737 -0.030211907064293039 0.030234599282818402 -0.030458016478642387 0.016285806768501155 -0.030329651658712601 0.020560779624786085 -0.030214684282282533 -0.030711864751959233 0.02142440604117157 -0.017594674499243037 0.0068250609268702177 leaf_weight=0.42590246697000111 0.013264471424918156 0.11028105256991694 0.009730669222335564 0.016628672532533528 0.016093515790998936 0.035271639924758347 0.0063698372177896081 0.023883604313596152 0.009135300264460966 0.072517112217610702 0.098998205896350555 0.027876857908267993 0.018479834227036918 0.038631821924354881 0.025845343872788362 0.036041957209818065 0.01109904726035893 0.009281642829591874 0.028284432570217177 0.013450684127747081 0.017957550007849932 0.010846368750208057 0.055756504036253318 0.0093796331057092175 0.073724551504710689 0.021115920226293383 0.014542112243361771 0.015191535174380988 0.083139415539335459 0.075630926236044616 leaf_count=194 24 59 32 28 33 58 7 20 6 20 55 62 37 13 11 122 2 14 9 18 3 8 20 11 18 40 6 4 56 34 internal_value=-3.16073e-11 -0.00199004 -0.00144725 -0.00311359 -0.00231477 -0.00585218 0.00355971 -0.00277468 0.00325229 0.0142932 -0.00313994 -0.00905781 -0.00484872 0.00439626 -0.00842608 -0.0183341 0.00202448 0.00347578 0.00570287 0.000753115 0.00900163 0.00396728 0.00972131 0.00195432 0.00238127 0.000485676 0.0134807 -0.00407437 0.00159444 -0.00596223 internal_weight=1.42435 0.705726 0.692462 0.582181 0.565552 0.352992 0.21256 0.133673 0.109789 0.0788869 0.31772 0.167706 0.139829 0.082957 0.0443252 0.0568717 0.0208297 0.150015 0.140733 0.112449 0.0936957 0.0757382 0.0648918 0.718627 0.709247 0.605789 0.103458 0.0297336 0.584673 0.15877 internal_count=1024 661 637 578 550 433 117 90 70 27 375 279 217 61 48 156 34 96 82 73 37 34 26 363 352 324 28 10 284 90 is_linear=0 shrinkage=0.03 Tree=188 num_leaves=31 num_cat=0 split_feature=7 11 19 16 17 6 3 1 1 16 1 3 10 6 11 14 16 1 10 17 1 1 17 14 17 17 6 1 15 14 split_gain=0.0061696 0.0165681 0.0307827 0.0251786 0.0191875 0.0247815 0.0182927 0.0177148 0.0247413 0.0241552 0.0130106 0.0290308 0.0171232 0.0148506 0.0129836 0.0161228 0.0155071 0.0117197 0.0359692 0.0285128 0.0234788 0.0185899 0.017122 0.0142606 0.0156744 0.0158082 0.0121954 0.0141837 0.0139598 0.0121049 threshold=0.57029200624320409 0.28765439064893567 56.50880708927783 57.089946851851856 54.112207364577678 0.99768491937017512 0.92963742575175978 0.73508771929824579 0.54195804195804198 38.88888870833334 0.97368421052631593 0.49979292638972167 0.95352381100324624 0.019660395024390157 0.5355445089933043 34.731934731934736 71.833721545813162 0.11805555555555559 0.99845980200813611 27.975693397844299 0.21825396825396828 0.2264957264957265 99.999735410537028 35.136452241715411 45.791775279348734 27.557399545180974 0.86302248054119735 0.10263157894736842 40.122540769979857 35.750035750035757 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 2 4 -3 5 7 -7 8 9 -2 11 -5 13 -13 -14 -16 -17 18 19 -1 -19 -22 -20 24 25 -23 27 28 -21 -25 right_child=1 3 -4 10 -6 6 -8 -9 -10 -11 -12 12 14 -15 15 16 -18 20 22 26 21 23 -24 29 -26 -27 -28 -29 -30 -31 leaf_value=-0.030487276792214628 -0.030418744060956973 -0.030267580116580324 -0.030617762710381743 -0.030210015355588631 0.023151480796601981 -0.030560455774978568 0.010337563981327347 0.023917888178170324 -0.030430713631657984 0.01752123411982805 0.015432441868919259 0.01234627468262928 0.027479652273090391 -0.03031595644322433 0.023631610513264407 0.0091229279941067616 -0.03063253312909223 -0.023154835459553522 -0.030241653957436807 0.027277872033852218 0.01894157115181325 -0.030278432654081849 0.015920514032897331 0.015787989261921032 -0.02667328116780451 0.024603793190105739 0.024298303773733213 0.030275895240032262 -0.0087907865373987749 -0.0026117526228758175 leaf_weight=0.013303213869221509 0.011190093267941847 0.027730880141461967 0.017842825502157211 0.029780938300973503 0.073117579711833969 0.026305820560082793 0.015727318939752877 0.057132585810904857 0.016673999722115695 0.061155420131399296 0.040420937060844153 0.011273366515524685 0.026771563803777099 0.02106531093158992 0.019889870804036036 0.01823247957509011 0.01712385582504794 0.049798590189311653 0.032191963975492399 0.012470285990275443 0.036757300294993911 0.0073271683359052977 0.0093264718016143888 0.034322683946811594 0.043341702563338913 0.013292507181176916 0.07070920655678492 0.017587413778528571 0.042814963293494657 0.5153982826959691 leaf_count=9 8 43 8 53 15 14 5 13 12 18 13 5 5 17 5 7 9 61 53 3 16 9 4 14 63 4 22 3 27 486 internal_value=1.27466e-10 0.00270266 0.00750632 -0.00361383 0.0101096 0.00504228 -0.0152579 0.0108806 0.00251325 0.0101061 0.00039104 -0.00382707 0.00304363 -0.0154438 0.010333 0.00202396 -0.0101315 -0.00147798 0.00495828 0.0115294 -0.00330162 -0.00178163 -0.019872 -0.00302287 -0.0164298 0.00510148 0.0154224 0.00680997 -0.000655045 -0.00146294 internal_weight=1.39008 0.491435 0.279146 0.212289 0.261303 0.188185 0.0420331 0.146152 0.0890195 0.0723455 0.184558 0.144137 0.114356 0.0323387 0.0820178 0.0552462 0.0353563 0.898642 0.198404 0.156885 0.700238 0.65044 0.0415184 0.613682 0.0639614 0.0206197 0.143582 0.0728727 0.0552852 0.549721 internal_count=1024 250 93 157 85 70 19 51 38 26 114 101 48 22 26 21 16 774 121 64 653 592 57 576 76 13 55 33 30 500 is_linear=0 shrinkage=0.03 Tree=189 num_leaves=31 num_cat=0 split_feature=19 19 19 19 7 15 7 15 15 3 6 7 11 11 17 17 16 19 7 19 2 1 10 1 11 15 3 17 17 17 split_gain=0.00650465 0.00878671 0.00971945 0.0222965 0.0128591 0.012959 0.00897346 0.00739548 0.0175374 0.011795 0.0133629 0.0131689 0.00925239 0.0224324 0.0167306 0.0213193 0.0157576 0.0152362 0.0296544 0.0272282 0.0367167 0.025305 0.0210565 0.0193341 0.0129308 0.0128785 0.022303 0.0165142 0.0142894 0.012596 threshold=34.456932345825514 35.198197531872673 39.703858782147428 39.75696863747261 0.49999999625000008 27.338601098636921 0.42166666550000004 37.379610326174337 38.317677186064678 0.15692685995915734 0.97579174918051637 0.86755556312175819 0.12360104052581206 0.18537525602968116 54.112207364577678 52.890334956943029 23.472222083333339 54.900677582907242 0.88194444468750022 43.637861992558278 1.0000000180025095e-35 0.17424242424242423 0.99984004415445416 0.88194444444444453 0.19638175333603342 42.792725961009403 0.064926310265293177 17.579115561705688 27.557399545180974 33.019141569562926 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 6 4 -4 5 -3 -2 9 -9 10 11 -5 14 -14 15 17 -15 19 -19 -10 22 -22 23 -21 -18 26 -26 -28 -27 -30 right_child=1 2 3 7 -6 -7 -8 8 12 -11 -12 -13 13 16 -16 -17 24 18 -20 20 21 -23 -24 -25 25 28 27 -29 29 -31 leaf_value=-0.030162842236296453 -0.0042450704157703627 0.030357469152118274 0.028737035162978753 -0.030187628579258614 0.0038798327013791338 -0.030257851913897422 0.026891657106198997 -0.030175453230686513 0.017160105083407779 0.02787182535991152 0.017253290342311232 0.030165969588890517 -0.030256155229027935 -0.030177694931559848 0.020299209733456041 -0.030882242793996484 0.019965799531473288 0.025186746852678084 -0.018907745662937903 -0.030548186676127888 0.0049792163751919607 -0.030486343614144238 0.024848727607496658 0.015109020645806935 0.023708517683848688 -0.030205126452584587 0.020490932780310188 -0.030255396011481372 0.019269301200609872 -0.00041648252027826847 leaf_weight=0.0064041193290905732 0.013525265618227311 0.0035377223975955321 0.024356788955628761 0.015422230797412229 0.026126777927856892 0.030900643265340477 0.021687688655219972 0.01799029421454168 0.05500680700788485 0.021403996797744185 0.020407508360221982 0.004123793449252843 0.024713470738788601 0.016545552412935649 0.047399755298101809 0.017628392481128685 0.026592954411171377 0.05756159305019537 0.018024969147518277 0.017061264836229384 0.025480902753770351 0.062563820796640357 0.036057074728887528 0.016343473922461271 0.011129705635539722 0.013921263802330941 0.0066828248091042033 0.042323608606238849 0.030701569172379095 0.61999079757333675 leaf_count=15 6 1 4 23 13 41 4 53 20 5 5 1 32 43 12 8 7 15 8 7 10 49 6 3 9 21 2 101 13 487 internal_value=-1.78492e-10 0.000143595 -0.000253921 0.000315012 -0.0119908 -0.0240311 0.0149321 -0.00025007 -0.00078529 0.00990103 0.000273676 -0.0174543 -0.000323804 -0.00212328 0.00371515 0.00114397 -0.00121786 0.00310361 0.0146716 -0.0010109 -0.00735685 -0.0202223 0.00895047 -0.00821012 -0.000580125 -0.00133401 -0.0146287 -0.0233353 -0.00013107 0.00051235 internal_weight=1.35162 1.34521 1.31 1.24943 0.0605651 0.0344384 0.035213 1.22508 1.16372 0.0613575 0.0399535 0.019546 1.14573 0.792602 0.353128 0.305728 0.767888 0.2881 0.0755866 0.212513 0.157507 0.0880447 0.0694618 0.0334047 0.751343 0.72475 0.0601361 0.0490064 0.664614 0.650692 internal_count=1024 1009 999 944 55 42 10 940 906 34 29 24 853 715 138 126 683 118 23 95 75 59 16 10 640 633 112 103 521 500 is_linear=0 shrinkage=0.03 Tree=190 num_leaves=31 num_cat=0 split_feature=14 19 19 19 7 11 11 11 17 19 7 19 7 19 10 1 1 3 15 15 1 3 19 10 7 19 10 19 17 15 split_gain=0.00581387 0.00623506 0.00810247 0.00945194 0.0086198 0.00657747 0.0199081 0.0161205 0.0175844 0.0130515 0.0244907 0.0238365 0.0215985 0.0245755 0.0187017 0.0223337 0.043566 0.018193 0.0125515 0.0251406 0.0178638 0.0173832 0.0116045 0.0122459 0.0358864 0.0290098 0.02898 0.0316 0.0247566 0.0198691 threshold=67.592592592592595 34.456932345825514 35.198197531872673 36.341506065730165 0.42166666550000004 0.2011598542787488 0.23096553144836274 0.18537525602968116 56.147161542596258 54.900677582907242 0.88194444468750022 48.400558795493097 0.73596176634408617 42.372925393540044 0.9998481929294637 0.97368421052631593 0.10263157894736842 0.99862335826171078 42.792725961009403 36.926230142482041 0.8377192982456142 0.11689353410358329 40.885403179019029 0.95352381100324624 0.46966911707031261 46.217393878080877 0.97612585019922704 52.577670392221044 51.998258730574783 50.358582922520206 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 -4 -3 7 -7 8 9 11 -11 12 13 -5 15 16 -15 -13 19 -8 -21 -22 -20 24 25 -24 -25 -28 -26 -29 right_child=-2 2 3 5 -6 6 18 -9 -10 10 -12 17 -14 14 -16 -17 -18 -19 22 20 21 -23 23 26 28 -27 27 29 -30 -31 leaf_value=-0.030155655714303269 -0.030063548743452764 -0.0039997703682377542 -0.030250770642555849 -0.030451111250327598 0.026915724502541632 -0.030305860616159669 0.0083994105974737141 0.020959141460923283 -0.030247105142895196 0.023115731059655559 -0.017946153383730162 -0.0303181226858018 0.018447653205874163 0.019347130711008898 0.018568862475273801 0.021928692363015388 -0.030592000924705626 -0.00074615514093631771 0.01725809362175916 -0.030173772737869472 0.016003734800561938 -0.030495297787866742 -0.030252744521357275 0.022221881175353037 -0.0041109549887688611 0.0087746644848337736 -0.021934701373123745 0.016073542793303974 -0.030311995065302362 -0.0024809985973728355 leaf_weight=0.0060887481922690103 0.005763989627666998 0.013398584385868051 0.0092972581842331037 0.022698268396197596 0.020590616622939706 0.020992658213799587 0.046136133489198983 0.041147139709210023 0.015354093447967898 0.057441947399638593 0.016924439871218055 0.035984954309242312 0.069964400783646852 0.02422746317461133 0.047116650544921868 0.021544813207583502 0.044783713285141857 0.039032571119605564 0.036977632204070687 0.051108681047480786 0.019444682089670096 0.011524155161168892 0.019252678896009456 0.063289903802797198 0.069897827870590845 0.15631579309774679 0.049723933883797145 0.083535453988588415 0.060590285720536485 0.13733968415908748 leaf_count=15 30 6 15 26 4 23 28 12 18 13 7 34 17 5 14 6 27 15 19 142 19 18 28 19 54 107 102 43 72 86 internal_value=-1.50891e-10 0.000132105 0.00027335 -0.000113022 0.0147288 0.000108944 -0.00146464 0.00308905 0.00122787 0.00250057 0.0137708 -0.000244204 0.00453926 -0.0015285 0.00324001 -0.00473565 -0.0130601 -0.0149315 -0.000712651 -0.00931937 -0.0192792 -0.00129953 0.000917517 -2.66816e-05 -0.00436124 0.00449495 0.00394656 -0.000327823 -0.016277 0.00453637 internal_weight=1.31749 1.31173 1.30564 1.27165 0.0339892 1.26235 0.82613 0.43622 0.395073 0.379719 0.0743664 0.305353 0.230335 0.160371 0.137673 0.090556 0.0690112 0.0750175 0.805137 0.128214 0.0820775 0.0309688 0.676923 0.639946 0.306057 0.175568 0.333889 0.270599 0.130488 0.220875 internal_count=1024 994 979 969 10 954 760 194 182 164 20 144 95 78 52 38 32 49 737 207 179 37 530 511 261 135 250 231 126 129 is_linear=0 shrinkage=0.03 Tree=191 num_leaves=31 num_cat=1 split_feature=15 15 6 15 14 1 1 6 17 20 15 16 17 11 10 3 16 6 16 16 19 19 1 14 3 11 1 10 11 1 split_gain=0.00529606 0.0236478 0.0176852 0.010335 0.0187885 0.0100547 0.0188466 0.00889659 0.00850238 0.00805399 0.00736744 0.00658953 0.0177306 0.0163811 0.0213751 0.014074 0.00832045 0.00893197 0.00726107 0.00543747 0.00602366 0.0387585 0.0201818 0.0276488 0.0188703 0.0189105 0.0168228 0.0158457 0.0155682 0.0131967 threshold=75.121240477873911 72.247640255897025 0.86302248054119735 64.375735619023374 64.5138888888889 0.24038461538461539 0.97368421052631593 0.16990463739753811 49.89034831297586 0 73.124744826552998 30.860805881410254 49.997939526889276 0.095846338505267345 0.99009406931148181 0.51499963853226183 20.538720666666674 0.67807984807443578 31.649831500000001 32.151675802657756 48.400558795493097 51.636264670105319 0.90454545454545465 45.054945054945065 0.66655724980818831 0.69709632923960152 0.59166666666666667 0.9999949408586376 0.018806648056820332 0.11805555555555559 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -2 9 7 -4 -7 -5 -3 -1 -10 12 -11 -14 15 16 17 -15 -13 -20 22 24 23 26 -22 28 -21 -25 -26 -23 right_child=2 8 5 4 -6 6 -8 -9 10 11 -12 18 13 14 -16 -17 -18 -19 19 20 21 29 -24 27 25 -27 -28 -29 -30 -31 leaf_value=-0.030139000583769376 -0.030439501520384625 0.026780114694398331 0.023241066494479278 0.0078412535854650821 0.030213020377603299 -0.03032997426823128 0.030272152725290363 -0.020986680128648218 0.023177637814820771 -0.030243244722659005 -0.011961397173936298 0.025056395189101386 0.019990237002405258 0.030333544486842494 -0.030136649769913891 -0.030218022489502696 0.021776628897125439 -0.030222175198747297 -0.030345100805191715 0.001441396066688065 -0.030174105867340359 0.017273393981428659 0.024056934574094559 -0.03048036955982359 0.023705055518023491 0.0301967640962537 0.019221293274256143 0.016071774468641522 -0.030503079059605625 0.00084789216384451363 leaf_weight=0.0078090149299896439 0.021440092939883582 0.039789386180927866 0.014533689274685457 0.011535978352185228 0.0088260604534298182 0.01337423178483732 0.0070546336937695733 0.058459128078538924 0.0095756613882258534 0.022454471103628304 0.012227006795001216 0.011404591496102512 0.025451563866226934 0.0032506431452929974 0.025288876011472894 0.0085055967792868614 0.0256475502756075 0.0067325578274903819 0.0049626574618741861 0.26909705510843196 0.053802074802661082 0.049610510701313615 0.040211105537309777 0.03349773723675753 0.0064028290798887602 0.011217101011425257 0.058263968079700135 0.0081895975163206458 0.018676619903999381 0.39080877237574896 leaf_count=25 16 7 5 5 2 13 2 53 2 49 9 4 11 1 74 10 13 10 6 184 123 22 12 48 2 3 19 3 21 270 internal_value=1.0247e-10 0.000414938 -0.00898767 -0.000546782 -0.0110344 0.00416724 -0.00940244 -0.0162355 0.0185292 0.000217722 0.00347155 0.000438553 -0.00627121 -0.000597758 -0.0081454 0.00445496 0.0127319 -0.0105045 0.00126193 0.000974688 0.00114008 -0.000969465 0.00387465 0.00167561 -0.0188973 -0.00218188 0.00460588 -0.0213351 -0.0166636 0.00269812 internal_weight=1.2781 1.2217 0.0564026 1.16011 0.0788212 0.0349626 0.0204289 0.0699951 0.0615921 1.08128 0.0218027 1.07348 0.117331 0.0948768 0.0694252 0.0441363 0.0356308 0.0099832 0.956145 0.94474 0.939777 0.530518 0.409259 0.369048 0.0900986 0.0362965 0.327361 0.0416873 0.0250794 0.440419 internal_count=1024 988 36 970 60 20 15 58 18 910 11 885 168 119 108 34 24 11 717 713 707 441 266 254 149 26 203 51 23 292 cat_boundaries=0 1 cat_threshold=8 is_linear=0 shrinkage=0.03 Tree=192 num_leaves=31 num_cat=0 split_feature=15 15 6 1 1 15 14 7 7 17 11 3 11 14 14 3 1 6 3 14 14 6 3 11 17 19 11 19 16 17 split_gain=0.00505951 0.0219946 0.0167081 0.00952299 0.0179414 0.0094382 0.0178575 0.00902571 0.0142287 0.0143646 0.0120591 0.0232099 0.0202387 0.0195457 0.0175544 0.0187425 0.0170427 0.0114564 0.0197852 0.0139095 0.0195106 0.0135572 0.0219266 0.0427867 0.022455 0.0151176 0.0238608 0.0147066 0.0233635 0.013316 threshold=75.121240477873911 72.247640255897025 0.86302248054119735 0.24038461538461539 0.97368421052631593 64.375735619023374 64.5138888888889 0.63082122517399031 0.6595553735969597 3.6511404627855728 0.082012485844444274 0.55864843220863347 0.24840355842160824 42.628342628342629 60.858585858585869 0.49979292638972167 0.62828947368421062 0.99924006583265645 0.24718718063853909 51.683501683501689 40.608465608465622 0.99648019331286752 0.92336588590477464 0.12571081022335107 93.408692492300403 52.577670392221044 0.11925233817970692 49.884686786931134 64.148148016460922 85.273159092093152 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 5 -2 -4 -5 7 -7 17 -9 -10 11 -11 -12 -13 15 -14 -17 21 19 20 -19 22 23 -1 29 26 -23 -24 -29 -25 right_child=2 -3 3 4 -6 6 -8 8 9 10 12 13 14 -15 -16 16 -18 18 -20 -21 -22 25 27 24 -26 -27 -28 28 -30 -31 leaf_value=-0.030417421465064216 -0.030419417658246049 0.018208716303324754 0.02281931934746606 -0.030319182284908503 0.030256893961540538 -0.015818530601408639 0.030209349821984643 0.028504594875578361 0.030301658506771825 -0.030458758622711683 0.018475296162069145 0.020494620532616949 -0.030191852915550165 -0.019186631179305684 0.012570025896922986 0.0058954307684709537 -0.03052179474545241 -0.030159390121210779 -0.024460444679988307 -0.03024324158631855 0.017594575878434961 0.017716595296318749 0.026422716367209304 -0.0015532182115703269 -0.030289050393150885 0.019334108123443602 -0.0301781690246452 -0.022443659868764829 0.030304764747578875 0.015456518094348191 leaf_weight=0.050687126116826908 0.020374292005726713 0.059354166514822171 0.014079077503993176 0.012832898093620315 0.0066967890597879878 0.068101004129857645 0.0085371234454214573 0.020487972942646593 0.016104711219668388 0.028593006281880662 0.067149570495530497 0.026819086750037968 0.026584867086057784 0.019148251391015947 0.054406309267506003 0.061748213396640494 0.014231042114261072 0.009630468935938552 0.05023496220655943 0.010399963259260403 0.038414683171140496 0.019860620494000614 0.037438019586261362 0.32625288944109343 0.022443864079832565 0.060964413030887954 0.017709145005937899 0.01893455465324223 0.012576921842992306 0.047444712028664071 leaf_count=57 16 18 5 13 2 58 2 6 3 18 20 5 54 11 25 29 11 22 107 29 18 5 8 331 39 23 47 11 2 29 internal_value=-2.24532e-10 0.000406075 -0.00898352 0.00401134 -0.00954746 -0.000524983 -0.0106912 0.000211243 0.00427972 0.00270303 0.00121493 -0.00923616 0.0046918 0.00396491 -0.00120457 -0.00851147 -0.000925577 -0.00167543 -0.0106538 0.00121332 0.00802247 -8.70359e-05 -0.00203497 -0.00446477 -0.00114407 0.0101094 -0.00485941 0.0137114 -0.00139061 0.000606341 internal_weight=1.24824 1.19426 0.0539831 0.0336088 0.0195297 1.1349 0.0766381 1.05827 0.335273 0.314785 0.29868 0.0745603 0.22412 0.0459673 0.15697 0.102564 0.0759793 0.722992 0.10868 0.0584451 0.0480452 0.614312 0.515778 0.446829 0.396141 0.0985342 0.0375698 0.0689495 0.0315115 0.373698 internal_count=1024 988 36 20 15 970 60 910 182 176 173 34 139 16 119 94 40 728 176 69 40 552 477 456 399 75 52 21 13 360 is_linear=0 shrinkage=0.03 Tree=193 num_leaves=31 num_cat=0 split_feature=11 11 3 17 15 3 3 11 7 19 17 6 15 19 6 1 19 11 14 6 14 3 3 3 15 7 15 6 7 1 split_gain=0.00486764 0.0255671 0.013832 0.0156594 0.0149484 0.0113135 0.0150862 0.0111401 0.0110091 0.0190349 0.011378 0.0136387 0.0136984 0.0134962 0.0133667 0.017374 0.0094306 0.00913007 0.0117396 0.0143487 0.0115405 0.0145819 0.0166403 0.0178625 0.0162286 0.0145918 0.0123167 0.0186291 0.0122938 0.0113195 threshold=0.61204350697756149 0.73678840970239012 0.73637639369454055 77.871392421069544 62.532536908280342 0.021456750914678524 0.0028881696736229143 0.89304175887706738 0.52277328750000007 66.52963373194811 87.053154915965749 0.99648019331286752 62.456476085410294 52.978019117504893 0.99986940936477675 0.13809523809523813 61.186917328755129 0.59356130317165301 22.474747474747478 0.006064697447093371 28.474903474903478 0.15692685995915734 0.18191514218725999 0.19822857849826692 44.594156542192231 0.49999999625000008 49.207942235467677 0.99952425239934983 0.12499999718750003 0.27922077922077926 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=17 5 3 -3 8 6 -2 -4 10 -10 -5 12 -12 -13 -15 -16 -9 18 19 -1 26 24 25 -24 28 -23 27 -20 -22 -30 right_child=1 2 7 4 -6 -7 -8 16 9 -11 11 13 -14 14 15 -17 -18 -19 20 -21 21 22 23 -25 -26 -27 -28 -29 29 -31 leaf_value=0.024900894206496941 -0.030217363143425133 -0.023595473699413644 0.020451229305935979 0.021361207696487597 -0.030180823274049032 -0.026944137078243859 0.024917551379201767 -0.016480803336861284 -0.03027994709465132 0.019666924531311844 -0.023261712616748118 -0.030195637980318598 0.030139263487033722 0.017759326520128987 0.030296680521150143 -0.030358167603944677 0.011710020256682829 0.016962938245842097 -0.030498597840803714 -0.030353444620151743 -0.030137253559890401 0.028781541209868623 -0.030318602348925836 0.0015522903019397588 -0.030208984195409086 -0.0076078592850188642 0.02260501565967998 0.029439430028731377 0.01742703627643195 -0.0074349876741397116 leaf_weight=0.005309890490025281 0.007953157059091609 0.029472351172444178 0.048613872728310525 0.031777458512806334 0.01389958069921704 0.049546088723218418 0.01018829036547686 0.018769946327665821 0.021234610547253396 0.01014940079767257 0.028351336681225803 0.007863153972721193 0.005101180635392665 0.062054669579083566 0.0062799653969705096 0.013150045263500942 0.024778613093076274 0.032211899866524618 0.011508163195685484 0.020794612250028877 0.012995167340704938 0.035941394853580277 0.016318152156600263 0.52573786866196315 0.02652392190611863 0.013696932765014935 0.04319079831475392 0.0078505525525542907 0.025874895713059232 0.045399787166388705 leaf_count=3 17 59 13 15 28 109 6 11 26 3 47 26 1 23 1 20 11 18 13 30 35 8 16 355 47 10 11 2 10 50 internal_value=-9.14942e-11 -0.00276471 0.000763476 -0.00318127 -0.000170914 -0.0195225 0.000746567 0.0105794 0.00207215 -0.0141274 0.00536116 0.00122078 -0.0151186 0.00733836 0.0109603 -0.0107539 -0.00044056 0.00130682 0.000669374 -0.0191142 0.00134443 0.000244951 0.00211528 0.000592843 -0.00974354 0.0187404 0.0136925 -0.00619189 -0.00330204 0.00159069 internal_weight=1.21254 0.389184 0.321496 0.229334 0.199861 0.0676875 0.0181414 0.0921624 0.185962 0.031384 0.154578 0.1228 0.0334525 0.0893478 0.0814847 0.01943 0.0435486 0.823354 0.791142 0.0261045 0.765038 0.702488 0.591694 0.542056 0.110794 0.0496383 0.0625495 0.0193587 0.0842699 0.0712747 internal_count=1024 416 284 249 190 132 23 35 162 29 133 118 48 70 44 21 22 608 590 33 557 531 389 371 142 18 26 15 95 60 is_linear=0 shrinkage=0.03 Tree=194 num_leaves=31 num_cat=0 split_feature=15 15 6 1 1 17 15 14 7 7 17 6 7 10 7 16 14 14 1 17 1 1 1 6 10 17 10 6 7 11 split_gain=0.00474802 0.0199492 0.0157003 0.00876227 0.0166683 0.00844147 0.00821042 0.0165238 0.00853604 0.013222 0.0134982 0.0108707 0.0152296 0.0128019 0.0203341 0.0147257 0.01703 0.014288 0.013702 0.016169 0.0140585 0.0162356 0.0136203 0.0144009 0.0121028 0.0135777 0.0130229 0.0135832 0.0229256 0.0218653 threshold=75.121240477873911 72.247640255897025 0.86302248054119735 0.24038461538461539 0.97368421052631593 49.89034831297586 64.375735619023374 64.5138888888889 0.63082122517399031 0.6595553735969597 3.6511404627855728 0.99924006583265645 0.16666666708333336 0.99998602282094473 0.52277328750000007 58.333333145833343 52.904040404040408 40.608465608465622 0.87083333333333346 9.0252224290658454 0.51315789473684226 0.46410256410256417 0.90454545454545465 0.90314020540061968 0.99986043541689329 99.583330846475079 0.98425434299674475 0.94305128108668179 0.1978260859782609 0.28765439064893567 decision_type=2 2 2 2 2 2 2 2 2 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 -3 8 -8 11 -10 -11 13 -13 14 15 16 18 -15 20 -20 21 24 -18 -24 25 26 27 28 -1 -30 right_child=2 5 3 4 -6 -7 7 -9 9 10 -12 12 -14 17 -16 -17 22 -19 19 -21 -22 -23 23 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.030150712436300312 -0.030399482411717596 0.026456368478133138 0.022536016274119955 -0.030300378482147783 0.030237027673949646 0.0023211445575335218 -0.015306095906255181 0.030202893021247467 0.02841478119382039 0.03028244809846109 0.0012345956919825078 -0.030218741908000689 -0.0038028987120136549 -0.030157061901664103 -0.023577599666910816 0.014370855628035683 -0.026588887570839097 0.019807705755781838 0.030286814687683909 -0.030416269459748679 0.01148463533790939 -0.030335007268436222 0.01382192322208557 -0.030241499169758632 -0.030193689247427782 0.028076417167130361 -0.03018863929924025 0.014125092925980694 -0.030251912670876853 0.0086775624094548431 leaf_weight=0.023763967594277124 0.019158851122483722 0.036207950499374308 0.013311013244674541 0.011918453761609271 0.0062347713392227879 0.020385408715810627 0.064602670681779162 0.0080784799065440893 0.01915311100310646 0.015165080316364765 0.28448738014049013 0.026686305249313591 0.074422183706701617 0.0058061438758159048 0.035076995962299407 0.057230952435929794 0.040720367267567781 0.045645586862519849 0.0047950427979230872 0.022386170443496667 0.10620443260631873 0.016526935265574139 0.021044850182079244 0.009776461731235031 0.010981463605276076 0.016684539732523263 0.012157605662650894 0.05613893068220932 0.015362334059318528 0.083908920947578736 leaf_count=54 16 7 5 13 2 11 58 2 6 3 173 84 92 12 37 29 83 29 1 30 69 22 19 17 23 5 24 23 19 56 internal_value=-3.86612e-10 0.000401495 -0.00898907 0.00404791 -0.00950865 0.0177627 -0.00051095 -0.0102478 0.000193827 0.00424928 0.00270468 -0.00169274 -0.010775 -0.000120882 -0.00150097 5.50004e-05 -0.00180516 0.0141694 0.000792601 -0.0197076 0.00242319 -0.00166285 -0.0152007 -0.000154911 0.000500926 0.00212134 -0.000142003 0.00189677 -0.00368281 0.00265318 internal_weight=1.18402 1.1334 0.0506231 0.0314642 0.0181532 0.0565934 1.07681 0.0726812 1.00413 0.318806 0.299652 0.68532 0.101108 0.584212 0.53276 0.497683 0.440452 0.0514517 0.36891 0.0271812 0.341729 0.235525 0.0715417 0.0308213 0.218998 0.208016 0.191332 0.179174 0.123035 0.0992713 internal_count=1024 988 36 20 15 18 970 60 910 182 176 728 176 552 511 474 445 41 326 31 295 226 119 36 204 181 176 152 129 75 is_linear=0 shrinkage=0.03 Tree=195 num_leaves=31 num_cat=0 split_feature=19 7 11 19 16 17 6 3 1 1 16 6 16 19 6 15 3 6 1 10 17 1 1 17 14 17 6 1 11 19 split_gain=0.00503478 0.00526309 0.0124015 0.0233694 0.0212735 0.0161513 0.0185935 0.0149341 0.0144729 0.0200148 0.0126846 0.0122372 0.0132758 0.0105127 0.0100519 0.0101394 0.0112759 0.00907157 0.00873383 0.0281944 0.0232359 0.0193078 0.015519 0.0141049 0.0108055 0.0127793 0.00976021 0.009583 0.0137062 0.0178545 threshold=67.20204536709997 0.57029200624320409 0.28765439064893567 56.50880708927783 57.089946851851856 54.112207364577678 0.99768491937017512 0.92963742575175978 0.73508771929824579 0.54195804195804198 49.999999972222227 0.99999725812554507 58.0286518076961 56.454481054187234 0.998859511401197 58.607309174415178 0.99862335826171078 0.089841615479160877 0.11805555555555559 0.99845980200813611 27.975693397844299 0.21825396825396828 0.2264957264957265 99.999735410537028 35.136452241715411 45.791775279348734 0.94305128108668179 0.10263157894736842 0.60710676192305402 55.387005204487686 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 18 3 5 -4 6 8 -8 9 10 17 12 -6 -14 15 -15 -17 -3 19 20 -1 -20 -23 -21 25 -24 27 28 -22 -30 right_child=-2 2 4 -5 11 -7 7 -9 -10 -11 -12 -13 13 14 -16 16 -18 -19 21 23 26 22 24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.030420625389453837 -0.030202645371977224 0.017938877060805752 -0.030218990589462924 -0.030523114490585534 0.025335474080403007 0.02290681395996309 -0.030424723635806887 0.0098207796732702399 0.02340973819384376 -0.030370027887992101 0.017853279235875482 0.015811616221120591 -0.024036310922114307 0.011838131653637405 -0.030258137944769531 -0.030290749034934103 0.0088101090662347503 -0.030331956701583698 -0.022711656071055027 -0.030202398391063156 0.01452066394274946 0.01914787021418626 0.0055138481078942352 0.016015149746719536 -0.0013392137816749768 -0.026173365699978249 0.02635326203945515 0.030236445061555803 -0.030215873975639535 0.030349660864079541 leaf_weight=0.01106612372677751 0.0049461732269265859 0.0053447362006409102 0.022710469529556576 0.013701380579732358 0.012422092404449359 0.061332619239692576 0.021102200145833194 0.01367639796808362 0.046500133714289404 0.013916359741415363 0.043844207044458017 0.037396397383417934 0.025871559362713015 0.039908368162286934 0.0098117365560028702 0.014231277542421594 0.012439940706826746 0.010173577749810647 0.041858051517920103 0.026030663539131638 0.036934828996891156 0.030713199943420477 0.017049138201400638 0.0077010848908685139 0.45804363009847293 0.034907613986433716 0.04342052066931501 0.014640188543125987 0.017328854082734324 0.0058627151884138575 leaf_count=9 8 3 43 8 4 15 14 5 13 12 13 14 39 20 9 17 6 10 61 53 15 16 13 4 497 63 13 3 23 1 internal_value=7.65468e-12 0.000129909 0.00288571 0.00746971 -0.00313545 0.00988091 0.00471188 -0.0145985 0.0103188 0.00201172 0.00960298 0.000908968 -0.00395048 -0.00750791 -0.00191021 0.00226739 -0.0120534 -0.0137068 -0.00136481 0.004774 0.0111482 -0.00308226 -0.00156269 -0.0196508 -0.00280992 -0.0157755 0.0150404 0.0084705 0.00317071 -0.0149052 internal_weight=1.15489 1.14994 0.404383 0.229592 0.174792 0.21589 0.154558 0.0347786 0.119779 0.0732789 0.0593625 0.152081 0.114685 0.102263 0.0763913 0.0665796 0.0266712 0.0155183 0.745557 0.162985 0.129253 0.582572 0.540714 0.0337317 0.51 0.0519568 0.118187 0.0747666 0.0601264 0.0231916 internal_count=1024 1016 245 93 152 85 70 19 51 38 26 109 95 91 52 43 23 13 771 121 64 650 589 57 573 76 55 42 39 24 is_linear=0 shrinkage=0.03 Tree=196 num_leaves=31 num_cat=0 split_feature=15 15 6 1 1 17 15 15 15 19 19 7 7 17 6 5 6 6 19 16 3 11 6 14 17 16 1 15 6 6 split_gain=0.00467895 0.018061 0.0145133 0.00803083 0.0155476 0.00797432 0.00743978 0.00946516 0.0158564 0.00775987 0.0260274 0.00753783 0.0122589 0.0125308 0.00997307 0.0109816 0.0104133 0.0131047 0.0185664 0.0143664 0.0119099 0.0197343 0.0281074 0.0167231 0.0111587 0.0213062 0.0109662 0.0153117 0.0108762 0.0179263 threshold=75.121240477873911 72.247640255897025 0.86302248054119735 0.24038461538461539 0.97368421052631593 49.89034831297586 66.78753416551335 66.588585611902587 64.375735619023374 55.80269559944859 55.267422088656893 0.63082122517399031 0.6595553735969597 3.6511404627855728 0.99995752904295299 0.75000000000000011 0.9999140555050009 0.99924006583265645 55.700820383401258 49.999999972222227 0.92336588590477464 0.18537525602968116 0.99704680360971476 64.863547758284611 58.897539295194612 66.283524448275884 0.91287878787878796 36.624897014627649 0.95518760709561945 0.66406920932186486 decision_type=2 2 2 2 2 2 2 2 2 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 -3 7 8 11 10 -8 14 -13 -14 16 -16 17 20 -19 -20 21 22 23 -1 -22 -26 28 -28 29 -23 right_child=2 5 3 4 -6 -7 9 -9 -10 -11 -12 12 13 -15 15 -17 -18 18 19 -21 24 26 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.030356322378967609 -0.03037203557325073 0.026257209146049908 0.022107454729455897 -0.03028708203910014 0.030218421695219832 0.0021638445004656397 -0.03027930801542526 0.025508415590390885 -0.030192501177577689 -0.030356264674398857 0.030220349699172096 0.02831156375330247 0.030262484090194372 0.0011700577955518223 -0.030121569084439883 0.010055588288271742 0.023231943284717987 -0.030270121152832927 0.024115611347628341 -0.030216640697263184 0.019394067962924023 0.0038728471192837639 0.018201334376648868 0.01737648305522951 -0.030288176910098736 0.030159174851804058 0.023376040068070692 -0.023766976434276898 0.0088830075821190631 -0.014944280873024997 leaf_weight=0.055548587399243621 0.018076018328429311 0.033770508074667194 0.0124306904617697 0.01119075644237455 0.0058049019426107398 0.019503949035424739 0.014263084129197523 0.012960619060322642 0.015711638508946635 0.014823069475824013 0.011608549160882831 0.017718478397000581 0.014011719264090061 0.27182445992002613 0.021274369390994252 0.0085970848122087773 0.015798580210685031 0.03150671371986391 0.013620629862998612 0.0064560839527985072 0.048794871021527797 0.15414903733835672 0.01759692351333797 0.0074973841255996368 0.013259415281936526 0.0086857941932976246 0.0077629596344195298 0.030808348637947347 0.1460049016859557 0.064684564276831225 leaf_count=72 16 7 5 13 2 11 14 3 24 16 3 6 3 173 70 9 8 74 5 10 12 150 5 5 14 2 2 54 137 99 internal_value=1.18277e-10 0.000405952 -0.00921459 0.003782 -0.0096213 0.0174366 -0.000479242 4.04635e-05 -0.000299366 -0.0130492 -0.00313323 0.000192126 0.00409718 0.00259617 -0.00162584 -0.0185585 -0.000812879 -0.00143935 -0.0159028 0.00664395 -9.45601e-05 -0.0017749 -0.0153229 -0.02468 0.0114035 -0.00636344 0.000933393 -0.0142789 0.00254166 -0.00168927 internal_weight=1.12574 1.07824 0.0475024 0.0294263 0.0169957 0.0532745 1.02497 0.984273 0.971313 0.0406947 0.0258716 0.955601 0.303555 0.285836 0.652046 0.0298715 0.622175 0.606376 0.0515834 0.0200767 0.554793 0.484053 0.0806429 0.063046 0.0707401 0.0219452 0.40341 0.0385713 0.364839 0.218834 internal_count=1024 988 36 20 15 18 970 937 934 33 17 910 182 176 728 79 649 641 89 15 552 524 82 77 28 16 442 56 386 249 is_linear=0 shrinkage=0.03 Tree=197 num_leaves=31 num_cat=0 split_feature=19 19 19 7 11 11 15 15 11 11 6 16 10 1 6 6 11 1 1 14 15 15 15 1 19 19 16 10 7 10 split_gain=0.00504884 0.00669163 0.00777269 0.00674191 0.00517308 0.0165267 0.0133358 0.0290587 0.0232062 0.0117393 0.0213742 0.0113178 0.0151647 0.0355621 0.0145614 0.0109722 0.0105235 0.0103404 0.0204745 0.0143247 0.010923 0.0101172 0.0215315 0.014605 0.0150851 0.0097995 0.00973628 0.00897631 0.0296077 0.024782 threshold=34.456932345825514 35.198197531872673 36.341506065730165 0.42166666550000004 0.2011598542787488 0.23096553144836274 44.286240319954501 48.187726421128595 0.12360104052581206 0.12571081022335107 0.997584212532721 38.39743598750001 0.9998481929294637 0.10263157894736842 0.99809818261536731 0.99904991760722217 0.11203913260129782 0.70714285714285718 0.4701754385964913 62.361111111111121 74.876865290806208 42.792725961009403 36.926230142482041 0.8377192982456142 54.101405921502874 40.885403179019029 49.999999972222227 0.95352381100324624 0.46966911707031261 0.97612585019922704 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 -2 6 -6 9 -8 11 10 -4 12 13 -9 -14 -16 17 18 -13 -19 -21 22 -7 -24 26 -23 -25 28 -27 -29 right_child=1 2 4 -5 5 21 7 8 -10 -11 -12 16 14 -15 15 -17 -18 19 -20 20 -22 25 23 24 -26 27 -28 29 -30 -31 leaf_value=-0.0301327304361277 -0.0034119101997371806 -0.030218977343629733 -0.030332861546935836 0.026691144468245075 -0.030270719810615649 0.0086053827156834933 -0.030360913108263693 0.021394711022880104 -0.030228873369325615 0.023729063395215237 0.017170265481585883 0.0090181522695611197 0.030175762802326818 -0.03040643378721531 0.030183329991480986 -0.030238766481362173 0.029406929190273986 0.02780511686964305 -0.030493733759491718 -0.018988970944639576 0.017941176113872505 0.017121744971206984 -0.030152532439303409 -0.030059229312878757 -0.030488980980487947 0.0045667967533787809 0.026687959143482976 0.022136775856666121 -0.015971741229923824 -0.00068672409521928904 leaf_weight=0.0049817470608105588 0.011164317285874747 0.0077284371363929285 0.012865625263657199 0.016729198396205902 0.017548582331073703 0.039341239476925693 0.02615471750323195 0.017962950863875449 0.017690405060420744 0.045333801834203769 0.025266943237511441 0.041873578855302185 0.018618153408169746 0.035499534233167651 0.0039178491570055493 0.0087365648141712882 0.022402875882107764 0.03631900658365339 0.016436252044513822 0.014410464093089104 0.014421982254134491 0.031340268942585681 0.042499340761423809 0.003401190941076492 0.010425441309052985 0.14843523879972054 0.013608829707663972 0.052612428466090932 0.1099691465315118 0.22997059774934314 leaf_count=15 6 15 13 4 23 28 30 4 26 17 9 18 3 35 1 16 4 8 10 7 4 19 142 19 16 135 5 19 127 246 internal_value=3.94483e-11 0.000137381 -0.000242598 0.0146425 -2.34335e-05 -0.00152501 0.00290978 -0.000283757 0.00288456 0.0134104 0.00114309 0.00542485 -0.00329515 -0.0130017 0.0132988 -0.0115319 0.0104905 0.00705793 -0.00211937 0.0152715 -0.000516521 -0.00078492 -0.00914951 -0.0191374 -0.00207419 0.000812154 0.0153412 -0.000132687 -0.00417379 0.00356265 internal_weight=1.09767 1.09268 1.06479 0.0278935 1.05706 0.699152 0.357911 0.274444 0.24829 0.0834664 0.0381326 0.230599 0.0847351 0.0534625 0.0312726 0.0126544 0.145864 0.123461 0.0583098 0.0651515 0.0288324 0.681604 0.109276 0.0699348 0.0274355 0.572328 0.01701 0.540987 0.258404 0.282583 internal_count=1024 1009 999 10 984 779 205 166 136 39 22 110 59 39 20 17 51 47 28 19 11 756 210 182 40 546 24 527 262 265 is_linear=0 shrinkage=0.03 Tree=198 num_leaves=31 num_cat=0 split_feature=19 17 17 15 3 19 17 16 15 19 6 17 19 16 17 17 10 6 1 7 16 19 16 17 7 14 10 7 10 19 split_gain=0.00478642 0.00646477 0.0047758 0.0206459 0.00708313 0.011657 0.00583183 0.0138381 0.014086 0.0140133 0.0147617 0.0115089 0.0183996 0.0150275 0.0192961 0.013824 0.0183776 0.0141112 0.0265476 0.014893 0.0113794 0.0112212 0.0111109 0.0107675 0.0162727 0.00998575 0.00935071 0.0297169 0.0242587 0.0238453 threshold=34.456932345825514 3.6511404627855728 25.923643148104102 45.135019768894487 0.18126586201670075 48.195990100219682 58.099527451826468 64.468864119611183 75.121240477873911 54.900677582907242 0.9999232095811722 54.112207364577678 50.031023377356419 39.90018480754059 54.5717743212141 52.890334956943029 0.99998602282094473 0.66406920932186486 0.10263157894736842 0.65896712488566533 56.173780781250009 58.068303178409323 71.299533693249074 49.007874055505773 0.18065267642261776 23.571428571428573 0.95352381100324624 0.46966911707031261 0.97612585019922704 52.577670392221044 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 5 -3 7 8 9 10 11 12 15 14 -13 16 17 23 -19 -20 -14 -10 -9 24 -4 -8 27 -27 -28 -30 right_child=1 2 6 -5 -6 -7 25 22 21 -11 -12 13 20 -15 -16 -17 -18 18 19 -21 -22 -23 -24 -25 -26 26 28 -29 29 -31 leaf_value=-0.030127007751986099 0.016006572418713075 -0.0302046093160145 -0.030152002352240571 -0.030190297461489719 0.019851326996638795 0.030242808777588566 -0.03011396041175627 -0.030337101895552998 -0.030391194294265785 0.018920437014288138 -0.030225702469873186 0.01778383455558832 -0.030401521373801435 0.02477725939363859 -0.030238745457589436 -0.030391135223502626 0.025032625306880461 0.024803365347859159 -0.030339969393309567 0.0037495994841695354 0.0010257498710524433 0.013687313275203649 0.0078524639493658191 0.022377501649155619 0.0078122327727639289 0.0022741778605382245 0.017879234734819886 -0.026303752271548849 -0.016865360553158234 0.0027894060612497326 leaf_weight=0.0047251383984986397 0.022602759301662334 0.0084069755612288244 0.01175324303767411 0.023256010412296746 0.017431112268241122 0.0043605263344943532 0.011122684165457031 0.019705293110746425 0.018158385151764378 0.057959133853728417 0.011616572752245702 0.018277489463798702 0.024201909345720196 0.047956368871382438 0.012807069448172115 0.009785890179045964 0.038123041071230546 0.016247180115897208 0.035007071486688801 0.01720164594007656 0.018142454093322158 0.0072825509123504153 0.010515356647374574 0.035022596312046517 0.075024776302598184 0.092782605246611638 0.064601754602335859 0.050611585407750681 0.075999788963599713 0.20649196356862376 leaf_count=15 5 16 31 42 8 1 41 20 15 20 20 5 31 15 18 14 9 4 35 8 11 6 7 15 53 99 29 75 185 171 internal_value=2.17705e-10 0.000133986 -0.000211028 -0.0089446 0.00741676 -0.00955981 0.000262259 0.00260867 0.00391556 0.00520141 0.00305913 0.00413451 0.0012854 0.0142458 -0.00200183 0.00452514 0.00602127 0.00221183 -0.00868631 -0.0191082 -0.0169365 -0.0177736 -0.0170489 0.00833695 0.00267034 -0.00200547 -0.00136806 -0.00781252 0.00129434 -0.00249839 internal_weight=1.06718 1.06246 1.03985 0.0534546 0.0301986 0.0127675 0.986398 0.484788 0.454567 0.429126 0.371167 0.359551 0.28051 0.0790409 0.0310846 0.238165 0.22838 0.190257 0.0684559 0.0522087 0.0423444 0.0254409 0.0302206 0.121801 0.086778 0.50161 0.490488 0.143394 0.347094 0.282492 internal_count=1024 1009 1004 67 25 17 937 337 310 289 269 249 211 38 23 169 155 146 47 43 42 21 27 99 84 600 559 174 385 356 is_linear=0 shrinkage=0.03 Tree=199 num_leaves=31 num_cat=0 split_feature=14 19 17 14 7 14 3 3 6 17 19 16 6 11 14 7 17 6 19 14 15 3 17 19 7 1 10 11 11 1 split_gain=0.00459456 0.00461438 0.00608199 0.00524098 0.0195825 0.0126864 0.00962354 0.0145607 0.0135017 0.0149966 0.0261664 0.0103715 0.00942368 0.0265322 0.015271 0.0144701 0.0239602 0.0109369 0.0108872 0.0225514 0.0102988 0.0262633 0.014717 0.0139363 0.00962703 0.0157335 0.0237268 0.0119547 0.0197194 0.0222183 threshold=67.592592592592595 34.456932345825514 3.6511404627855728 60.858585858585869 0.15192307962500004 57.359307359307373 0.093961866410014236 0.23756813852572153 0.36592304316571911 49.763219951123993 63.882424053905332 67.542735138888901 0.90314020540061968 0.11203913260129782 22.474747474747478 0.4654761950555556 50.125468776837529 0.90926966808288112 55.453233385105911 37.108262108262117 55.898728179029639 0.18191514218725999 80.0972659688573 46.467503095184107 0.57029200624320409 0.60769230769230786 0.99995743658303604 0.43094791655243309 0.082012485844444274 0.70714285714285718 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 11 -8 -9 -10 -11 -6 13 -4 -14 20 18 -16 19 -17 21 -15 23 -22 25 -19 -27 28 29 -26 right_child=-2 2 3 4 6 -7 7 8 9 10 -12 -13 14 15 17 16 -18 24 -20 -21 22 -23 -24 -25 27 26 -28 -29 -30 -31 leaf_value=-0.030120752453702857 -0.030052858793270371 0.015834697571295249 -0.030296367759190573 -0.030164261123168907 -0.030202986777106797 -0.021235651229069095 0.023845578199259858 -0.030195715754338895 0.02334136814081306 -0.018473331438160778 0.023081588262820713 0.030141986413552684 -0.030193418971932697 0.007688436186164228 0.028818899246770471 0.0073109362015626941 -0.030259709483850792 0.0024212675781202717 0.024243712206164732 -0.030173181777264368 -0.030203618545013047 -0.030191991562608197 -0.03021284596050848 0.019864269928947909 -0.012640494958259392 -0.030355945435720327 0.0073691676834593553 -0.0046966748211128822 0.022136053111313302 0.026100395739365196 leaf_weight=0.0045175882441980111 0.0045583020701088764 0.022096421802416333 0.032218981556070281 0.01339697730509215 0.010861355935048778 0.027143466822963092 0.046048427873756737 0.0096935183755704202 0.03251757551333867 0.0347675510274712 0.022439764346927404 0.003355148248374463 0.012814502755645663 0.057265215747975162 0.0143140523287002 0.042154879032750614 0.035170598352124216 0.22131491480286059 0.013351134955883026 0.02197546063689515 0.0054129780910443506 0.02312441876711091 0.0067660716449609018 0.066139440750703216 0.042777249240316451 0.036152683427644661 0.025649925424659159 0.053353059734945418 0.077130621168180369 0.019350202521309257 leaf_count=15 30 5 38 44 22 52 15 15 10 31 8 1 39 53 4 23 58 230 3 41 7 49 10 30 23 61 21 58 24 4 internal_value=-5.64714e-11 0.000132579 0.00026543 -7.63188e-05 0.00467414 -0.00106268 0.00759698 0.00989934 0.00343975 0.0070736 -0.00217327 -0.0159613 -0.000383688 -0.0045575 0.00213608 -0.00150149 -0.00972418 0.00298149 -0.000402636 -0.0055337 0.00433504 -0.00320803 0.0120776 0.0160766 0.00220407 -0.00131595 -0.0146989 0.00737812 0.0120043 -0.000574266 internal_weight=1.03783 1.03327 1.02876 1.00666 0.17308 0.83358 0.159683 0.145467 0.0994184 0.0897249 0.0572073 0.0142165 0.806436 0.303579 0.502857 0.27136 0.112652 0.490043 0.0774815 0.0641303 0.158708 0.0803896 0.0783185 0.0715524 0.475729 0.283118 0.0618026 0.192611 0.139258 0.0621275 internal_count=1024 994 979 974 146 828 102 79 64 49 39 23 776 312 464 274 125 425 67 64 149 102 47 37 421 312 82 109 51 27 is_linear=0 shrinkage=0.03 Tree=200 num_leaves=31 num_cat=1 split_feature=15 15 6 1 1 17 15 20 19 3 6 6 7 7 17 17 11 15 19 7 17 2 3 16 6 1 11 1 15 6 split_gain=0.00423861 0.0153616 0.0125809 0.0074285 0.0135067 0.00666992 0.00636456 0.00605088 0.0106254 0.0155996 0.00664352 0.0181641 0.0125333 0.0102182 0.00935164 0.011827 0.0130587 0.0197459 0.0125271 0.00991347 0.0174227 0.0201409 0.0173313 0.0142752 0.00957816 0.00906409 0.0162879 0.0181123 0.0144782 0.0134601 threshold=75.121240477873911 72.247640255897025 0.86302248054119735 0.24038461538461539 0.97368421052631593 49.89034831297586 70.327432428522073 0 55.700820383401258 0.18675798945212935 0.9999140555050009 0.99956630379945877 0.16666666708333336 0.98850573344827619 99.995893107219175 98.119103773584911 0.94819136767473278 35.871237244241243 52.978019117504893 0.8964285727500001 5.0449727447399022 0.49074074074074076 0.55864843220863347 57.089946851851856 0.99952425239934983 0.51315789473684226 0.36103448144347211 0.57518796992481214 55.44144825564625 0.99918662710807493 decision_type=2 2 2 2 2 2 2 9 2 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 -3 7 10 -9 -10 11 14 -12 -13 15 16 19 -18 -17 23 -21 22 -22 24 25 -1 -27 28 -28 -29 right_child=2 5 3 4 -6 -7 -8 8 9 -11 12 13 -14 -15 -16 18 17 -19 -20 20 21 -23 -24 -25 -26 26 27 29 -30 -31 leaf_value=-0.0047354483522398325 -0.030342728136469141 0.025944225794275556 0.022025017395220167 -0.030253120069220096 0.030191255591169208 0.0026325708248058559 -0.030286733801708876 -0.030259652456535311 0.01321111684380206 -0.030220009786162287 -0.030095274624977228 -0.030216956461633644 0.012789780711308827 0.0076426621558280125 -0.030272311351173017 -0.030122066108606155 0.01656867854295065 -0.030216134146756897 0.02356302412735994 0.030262411106771175 -0.030267154534609039 -0.030287786270153234 0.018330696916646936 0.012356603464263968 0.028039550873359031 0.0089478335285090409 -0.030103676385937053 -0.022868423496244843 0.027308150298697265 0.018495827202402216 leaf_weight=0.23159356850374024 0.015926055581076071 0.029236522997962311 0.011150853461003862 0.010072551609482616 0.0049683693796396264 0.017754325715941377 0.0063894679988152339 0.016309139447912457 0.02305404829166946 0.01099187874206109 0.0067433661133691194 0.027388509843149222 0.067797869996866211 0.0083788625488523394 0.0087650907080387697 0.0044324082700768477 0.011409587285015732 0.02815274029126158 0.033311129154753871 0.0088208024390041828 0.0096277280863432679 0.034755023334582802 0.021032694261521101 0.10482063522795215 0.010835759952897206 0.16424317447672365 0.005059750135842477 0.048041882788311341 0.018077296917908825 0.0083038971642963588 leaf_count=266 16 7 5 13 2 11 6 36 18 20 32 65 37 6 14 13 6 54 12 2 16 43 5 64 4 101 16 120 6 8 internal_value=1.04541e-10 0.00040646 -0.00931594 0.00346952 -0.0102869 0.0171365 -0.000449608 -0.000240557 -0.0103488 -0.000810815 0.000350211 -0.000460501 0.00891019 -0.021348 0.000533917 0.000897571 2.13752e-05 -0.0167236 0.0172585 0.00101725 -0.00931585 -0.0146527 0.00307041 0.00231526 0.000150234 -0.000485553 0.00355279 -0.00759553 0.014753 -0.0167724 internal_weight=1.00744 0.965327 0.0421178 0.0261918 0.0150409 0.0469908 0.918336 0.911947 0.0503551 0.0340459 0.861592 0.787051 0.0745412 0.0357674 0.751283 0.742518 0.704775 0.0395623 0.0377435 0.665212 0.0742362 0.0654154 0.0306604 0.590976 0.486155 0.47532 0.243726 0.0794828 0.023137 0.0563458 internal_count=1024 988 36 20 15 18 970 964 74 38 890 821 69 71 750 736 711 60 25 651 66 64 21 585 521 517 251 150 22 128 cat_boundaries=0 1 cat_threshold=1 is_linear=0 shrinkage=0.03 Tree=201 num_leaves=31 num_cat=0 split_feature=19 15 15 6 17 15 7 17 15 7 11 14 11 14 3 14 3 11 17 6 3 11 3 17 19 11 10 14 19 16 split_gain=0.00435247 0.00408088 0.014019 0.0115644 0.00649845 0.00612838 0.00586262 0.00995666 0.00874807 0.0108968 0.00929802 0.0174961 0.0169324 0.0153727 0.0155266 0.0123518 0.0196191 0.00839462 0.00657674 0.0062065 0.0173923 0.0116146 0.00999905 0.0120228 0.0190623 0.0114195 0.02271 0.0192027 0.00973881 0.00814376 threshold=67.20204536709997 75.121240477873911 72.247640255897025 0.86302248054119735 49.89034831297586 70.327432428522073 0.63082122517399031 3.6511404627855728 62.532536908280342 0.6595553735969597 0.082012485844444274 41.447368421052637 0.24840355842160824 60.858585858585869 0.49979292638972167 34.731934731934736 0.51146094342529735 0.43094791655243309 1.0000000180025095e-35 0.99924006583265645 0.24718718063853909 0.41363211386884169 0.92336588590477464 58.747522232416195 63.882424053905332 0.18537525602968116 0.99998602282094473 64.863547758284611 55.700820383401258 20.538720666666674 decision_type=2 2 2 2 2 2 2 2 2 2 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 -4 6 18 -8 9 -9 11 -11 -12 14 -14 -16 -17 -18 -1 22 21 -21 25 -24 -25 26 27 -20 -23 -27 right_child=-2 3 4 -5 -6 -7 7 8 -10 10 12 -13 13 -15 15 16 17 -19 19 20 -22 28 23 24 -26 29 -28 -29 -30 -31 leaf_value=-0.03080971956578708 -0.030184173014898927 -0.030336468043184725 0.025703980326021197 0.0030953187006988875 0.0024034901795020806 -0.03027554345942713 0.030236328925074663 0.028170151900740688 -0.019046011244894374 0.0086927766447501831 0.02001108060628606 -0.024352932047897513 -0.030160173384526829 0.014305514076802793 0.020362905315204082 0.025347598894365993 0.0055621423863664345 -0.030369040731043143 -0.030232939454576373 0.02053605787634499 -0.023763773108511781 -0.030223967144004736 0.018289004421708714 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-9.03528e-05 0.0035376 0.00232153 0.00371737 0.00209879 -0.0083386 0.00554861 -0.000483874 -0.0080736 -0.000306347 -0.00923112 -0.0213634 -0.00173187 -0.00139816 -0.00856423 0.00261107 -0.000105626 0.0103648 -0.00894267 -0.00178787 -0.01301 -0.0218045 -0.00836986 0.000292663 internal_weight=0.981895 0.977614 0.93764 0.0399746 0.0455576 0.892082 0.885987 0.275998 0.263975 0.247788 0.232404 0.0577332 0.174671 0.123258 0.0814561 0.0602632 0.0420894 0.0311575 0.609989 0.603068 0.0921531 0.0531068 0.510915 0.0707239 0.0205802 0.440191 0.0688457 0.054617 0.0329323 0.371345 internal_count=1024 1016 981 35 18 963 957 193 190 171 165 33 132 113 91 38 30 27 764 755 176 69 579 34 17 545 78 74 53 467 is_linear=0 shrinkage=0.03 Tree=202 num_leaves=31 num_cat=0 split_feature=19 19 19 7 11 15 15 11 6 17 16 6 6 19 11 6 14 11 6 15 15 1 19 16 16 10 11 15 11 6 split_gain=0.00419464 0.00584737 0.00676214 0.00570122 0.00422139 0.0109816 0.0158545 0.0196061 0.0145046 0.0113707 0.0134665 0.0150504 0.0133923 0.0131141 0.0107212 0.0128404 0.0144565 0.00946244 0.0190348 0.00823862 0.0183595 0.0130068 0.0132015 0.00952021 0.0215564 0.014873 0.0161935 0.0139242 0.0165771 0.00859812 threshold=34.456932345825514 35.198197531872673 36.341506065730165 0.42166666550000004 0.2011598542787488 43.762300029104495 48.187726421128595 0.12360104052581206 0.089841615479160877 54.112207364577678 43.172043131720436 0.92956389104511905 0.99904991760722217 50.16289157724237 0.18537525602968116 0.997584212532721 64.863547758284611 0.27258654982846803 0.99999725812554507 42.792725961009403 36.926230142482041 0.8377192982456142 54.101405921502874 40.000000200000009 46.045140963052802 0.97612585019922704 0.59563704038758469 43.89540657800692 0.99392712844662279 0.97798707642001759 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 -2 5 14 8 9 -7 10 11 -8 13 -13 15 16 -4 18 -6 20 -19 -22 -23 25 -25 26 -21 -27 -29 -28 right_child=1 2 4 -5 17 6 7 -9 -10 -11 -12 12 -14 -15 -16 -17 -18 19 -20 23 21 22 -24 24 -26 27 29 28 -30 -31 leaf_value=-0.030111878702469966 -0.0027387989824819406 -0.030194970444058031 -0.030258986752173228 0.026774410780943388 -0.030244492828324056 0.02132129289752599 -0.030415060662307529 -0.030199842632880648 -0.030312804579327734 0.024609722773350891 0.01010947520043636 0.0165262923460694 -0.030273211194811855 -0.020751697839633099 0.029410375546958859 0.020671836380157928 0.030148099826075862 0.0082618937279193439 0.025379485728224491 0.017979536533554309 -0.030139689866995684 0.016422413228560025 -0.030402478521381268 -0.030176441458929205 0.00010998305137621175 0.020479243232258776 -0.030101027386838217 -0.030134259065516828 0.0066232800660739159 0.030107509055653191 leaf_weight=0.0041455109458183861 0.009999735455494374 0.0067374738246144253 0.013367946681682952 0.014336410735268146 0.024185891648812685 0.0061010861973045385 0.018379782828560565 0.014973156612541061 0.024797132951789536 0.024331230359166511 0.096647900325478986 0.035543910111300647 0.010234254146780586 0.011159994784975424 0.024731223325943574 0.019978518677817192 0.0048625660128891459 0.035867818107362837 0.00718080213482608 0.092729771917220205 0.036224763969585183 0.014312615268863738 0.0087206864627660252 0.02273472550950828 0.30354960662771191 0.014341340734972619 0.010368458089942578 0.024408861507254187 0.020164384985946526 0.0026880903169512757 leaf_count=15 6 15 17 4 36 3 22 26 34 8 43 13 18 6 5 9 1 28 6 57 139 23 16 54 285 8 34 80 12 1 internal_value=4.49522e-11 0.000130895 -0.000249248 0.0146474 -3.05605e-05 0.00285632 -4.52409e-05 0.00289029 -0.0201173 0.00541434 0.00269841 -0.00681147 0.000807832 0.00761864 0.0140203 0.00405897 -0.0141468 -0.00145703 -0.0175105 -0.000597903 -0.0086785 -0.0189322 -0.00130606 0.000967671 -0.0020003 0.00684744 0.0135752 -0.00523281 -0.0135056 -0.0177053 internal_weight=0.957806 0.95366 0.929324 0.0243361 0.922587 0.305109 0.242168 0.21127 0.0308982 0.196297 0.171966 0.0753179 0.0569382 0.0467039 0.0629403 0.038209 0.0182305 0.617478 0.0313667 0.586111 0.0951259 0.0592581 0.0230333 0.490985 0.326284 0.164701 0.105786 0.0589146 0.0445732 0.0130565 internal_count=1024 1009 999 10 984 205 173 136 37 110 102 59 37 19 32 27 18 779 42 737 206 178 39 531 339 192 92 100 92 35 is_linear=0 shrinkage=0.03 Tree=203 num_leaves=31 num_cat=0 split_feature=19 19 17 17 15 7 3 19 19 3 19 19 6 19 7 11 16 16 2 15 6 6 3 10 2 15 11 3 3 7 split_gain=0.00411671 0.00414167 0.00563268 0.00488351 0.0168064 0.00857206 0.00697529 0.00450735 0.0239393 0.0147802 0.0141031 0.0178896 0.0103529 0.0100756 0.0112799 0.0112477 0.00982633 0.0133859 0.013324 0.00918995 0.00846325 0.00908295 0.0105762 0.0083231 0.00785696 0.0190091 0.0146201 0.0136494 0.00721352 0.0123953 threshold=67.20204536709997 34.456932345825514 3.6511404627855728 25.923643148104102 45.135019768894487 0.42166666550000004 0.18126586201670075 48.195990100219682 51.636264670105319 0.49684701577749713 50.031023377356419 49.610940926581463 0.99997618788042197 47.948464106425483 0.83333333749999994 0.60267944014956132 32.151675802657756 23.809523648809527 1.0000000180025095e-35 27.338601098636921 0.95518760709561945 0.99159382351405811 0.3992448929483971 0.9999949408586376 0.49074074074074076 44.531201388720469 0.099746799694847829 0.99862335826171078 0.26970351147590904 0.38888889299382717 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 -4 -7 12 9 -9 11 -11 13 14 15 16 17 18 23 -17 -20 -22 -23 -5 26 -26 -18 -27 29 -28 right_child=-2 2 3 7 -6 6 -8 8 -10 10 -12 -13 -14 -15 -16 19 24 -19 20 -21 21 22 -24 -25 25 27 28 -29 -30 -31 leaf_value=-0.030110024230678538 -0.030176162477091872 0.016173007608397717 -0.030173972470374254 -0.030204009040656659 -0.030169550966239793 -0.0058358570269083938 0.029174600114160343 -0.030126501159574173 0.0014821606121362004 -0.030126308587760324 -0.030372986465584222 0.019619196479634834 -0.030143210280510001 0.021727511422993468 -0.030313654197499231 0.020712481062830745 -0.012420324790234711 -0.030172875801900416 -0.030186041134062921 -0.02024890518024447 0.030197952025045383 -0.030188593795996838 0.017432033756666042 0.017128224180704272 0.013435316916797311 -0.030263502694414912 0.023132111987629538 0.015248874677166525 0.027985201211506043 -0.010026182963864809 leaf_weight=0.0040579033393441924 0.0040511062761652275 0.019605865469202399 0.004709313318016938 0.013943247133283876 0.020112280530156568 0.0087764209747547284 0.012298893117986154 0.037170891570895037 0.44139664211343188 0.0089677217692951672 0.013618948216389981 0.023704898339929059 0.0081969240527541842 0.026488585033803247 0.00918189762160182 0.0060080203111283472 0.015142278571147472 0.01386657312468742 0.0039264406859729198 0.027461568648504908 0.019789755344390869 0.0064119448725250541 0.012153066127211787 0.0043983135838061562 0.049907566375622991 0.020565683458698913 0.027278203480818775 0.0083338510012254119 0.044493244044133462 0.016155927285581129 leaf_count=15 8 5 11 28 42 10 4 126 403 23 22 14 26 13 11 3 9 32 10 83 3 15 6 4 26 27 13 3 15 14 internal_value=-2.12794e-11 0.000131714 0.000264516 -8.03302e-05 -0.00961459 0.0064185 0.0145951 0.000429351 -0.00130387 -0.016038 -0.0047253 0.00596544 0.00315542 0.00399395 0.00242302 0.0034601 0.00559546 -0.00358212 0.00250013 -0.0128961 0.0117634 0.0160579 0.00098492 -0.0188537 0.00935423 0.00222336 0.0148065 -0.017139 0.0194953 0.0107984 internal_weight=0.932174 0.928123 0.924065 0.904459 0.0458969 0.0257846 0.0210753 0.858562 0.524859 0.0834625 0.0462916 0.0326726 0.333703 0.325506 0.299018 0.289836 0.256366 0.0744893 0.0606228 0.0334696 0.0422812 0.0383548 0.018565 0.0183416 0.181877 0.0788071 0.10307 0.0288995 0.0879274 0.0434341 internal_count=1024 1016 1001 996 67 25 14 929 588 185 59 37 341 315 302 291 205 98 66 86 34 24 21 32 107 56 51 30 42 27 is_linear=0 shrinkage=0.03 Tree=204 num_leaves=31 num_cat=0 split_feature=19 17 17 15 14 19 19 19 3 19 19 19 11 6 15 6 10 6 9 3 15 16 11 17 16 19 7 16 7 7 split_gain=0.00392368 0.00528889 0.0044906 0.0160277 0.00628825 0.0096554 0.00446478 0.0221754 0.0141506 0.0132994 0.0169257 0.00992124 0.0101761 0.00970958 0.00891151 0.00876489 0.00757016 0.0258283 0.0104333 0.00971219 0.0249818 0.0101188 0.0109204 0.00910443 0.00974608 0.00732847 0.0067756 0.0121565 0.0063577 0.00912371 threshold=34.456932345825514 3.6511404627855728 25.923643148104102 45.135019768894487 37.339743589743598 48.195990100219682 48.195990100219682 51.636264670105319 0.49684701577749713 50.031023377356419 49.610940926581463 48.152411074080796 0.60267944014956132 0.99997618788042197 27.338601098636921 0.9999140555050009 0.66506357917859904 0.90314020540061968 0.4166666645833334 0.37978877614412931 43.603832903243244 20.538720666666674 0.03275418519993667 49.007874055505773 32.151675802657756 51.682272348211079 0.62361111249382728 35.104669932367152 0.46153845730769233 0.49999999625000008 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 8 -8 10 -10 12 13 15 -14 16 23 -18 19 20 21 -19 -23 24 -4 -9 27 -21 -16 -30 right_child=1 2 6 -5 5 -7 7 25 9 -11 -12 -13 14 -15 28 -17 17 18 -20 26 -22 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.030105598382296726 0.01567216938331072 0.019674379818236946 -0.03013069593425698 -0.030162275316980056 -0.030166656355668151 0.030201700574524863 -0.030120999569827986 0.026560982788039388 -0.030122482667146191 -0.030349795829558705 0.019227341258168325 0.02853645732273187 0.020232949207088468 -0.030141504215715448 -0.030125217780789002 0.030361144109909352 -0.030261115524450211 -0.030092199109307802 -0.030179496102326137 0.014034419673272248 -0.030318160783060169 -0.030316337756571849 0.017546742037942775 0.030226983277582092 0.0098664462577017324 0.0006080313192585034 0.03018383960644043 -0.030291990052339977 0.030232793475732565 -0.030069588488443409 leaf_weight=0.0038795943473814978 0.019283245783299208 0.013962272874778137 0.0060894962516613296 0.019170229497831315 0.0074010968819493428 0.0035178682301193476 0.035439705650787801 0.010020390698628034 0.0085964000900276005 0.012919427987071685 0.022963181858358439 0.013186114905693103 0.0058554482529871157 0.0073465787972963872 0.01933425638526387 0.011567478068172932 0.021922125280980254 0.0054002679098630315 0.0074244573643227332 0.047830899406108074 0.019673761344165541 0.0047298880817834279 0.046154246916557895 0.017866431968286633 0.055046932204277255 0.4300841595595557 0.017858885694295168 0.0063019993249326936 0.00455838767811656 0.0044748236759915017 leaf_count=15 5 5 15 42 19 1 126 4 23 22 14 4 3 24 68 2 33 18 21 25 29 5 27 3 34 407 4 5 1 20 internal_value=-1.78728e-11 0.000128918 -0.000209105 -0.00954655 0.00633724 -0.0107172 0.000279034 -0.00144099 -0.0159788 -0.00471067 0.00578512 0.00305148 0.00196548 0.00388393 -0.0134623 0.00481712 0.00366425 0.000222564 0.00452357 0.00626505 -0.00121797 0.00895377 0.0130977 0.011388 0.00588253 0.00119893 0.0141603 0.00887406 -0.0204175 0.000360524 internal_weight=0.90986 0.90598 0.886697 0.0440515 0.0248812 0.010919 0.842646 0.520023 0.0799187 0.044479 0.0315596 0.322622 0.309436 0.275213 0.0342229 0.267867 0.256299 0.177297 0.155374 0.14795 0.0759582 0.0562844 0.0508841 0.0790029 0.0611364 0.440105 0.0719918 0.0541329 0.0283675 0.00903321 internal_count=1024 1009 1004 67 25 20 937 596 185 59 37 341 337 245 92 221 219 167 134 113 79 50 32 52 49 411 34 30 89 21 is_linear=0 shrinkage=0.03 Tree=205 num_leaves=31 num_cat=1 split_feature=15 15 6 1 1 17 15 15 20 19 3 14 15 6 6 7 7 14 6 7 10 15 17 3 17 10 11 10 6 16 split_gain=0.00378953 0.0122079 0.0111563 0.00663543 0.0123923 0.00611948 0.0056369 0.00542368 0.00470919 0.00944223 0.0136029 0.00609778 0.00932358 0.00585035 0.0159999 0.0107849 0.008728 0.0239124 0.0105495 0.00905232 0.0226564 0.0124525 0.00806192 0.0109067 0.0219783 0.0124573 0.0194997 0.0191072 0.017917 0.0100943 threshold=75.121240477873911 72.247640255897025 0.86302248054119735 0.24038461538461539 0.97368421052631593 49.89034831297586 73.124744826552998 70.327432428522073 0 55.700820383401258 0.18675798945212935 52.506265664160409 66.588585611902587 0.9999140555050009 0.99956630379945877 0.16666666708333336 0.8964285727500001 43.899521531100483 0.99568396605902965 0.63082122517399031 0.9999949408586376 62.532536908280342 85.273159092093152 0.99862335826171078 58.747522232416195 0.99998602282094473 0.12571081022335107 0.98781538592819684 0.97579174918051637 48.819444343518519 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 -2 -4 -5 -3 -7 8 13 -10 11 -11 -13 14 16 -15 19 18 -18 22 21 -21 23 25 -25 26 -1 28 29 -28 right_child=2 5 3 4 -6 6 -8 -9 9 10 -12 12 -14 15 -16 -17 17 -19 -20 20 -22 -23 -24 24 -26 -27 27 -29 -30 -31 leaf_value=-0.026313480538633565 -0.030314687499845464 0.025376622346026112 0.021681101598615801 -0.030234716631894181 0.030178473298114135 0.022855044115237991 -0.012993280936265081 -0.030247945073430326 -0.030233870011804598 0.026771670320034194 -0.030197489900957806 -0.030273289331050002 0.030157444831113552 -0.030083877174357107 -0.021572454777996852 0.012624136496141275 0.011133501425120915 -0.030252501063025149 -0.030185264555349513 0.017078927410624216 -0.030360547182251181 -0.015370629460888139 0.0072406977624177547 0.01934019078546519 -0.030213438995955508 0.014574537120108151 0.00015914428048844246 -0.030108273348424669 0.025482763362072409 -0.016186222868051353 leaf_weight=0.037918840480415383 0.014203426952008158 0.025552249368047342 0.010133990785107017 0.0092520299222087488 0.0045629305532202133 0.0067343051778152576 0.0095403456798521802 0.0054432410397566846 0.013853241220203927 0.01215844220132567 0.0096004073466247064 0.0055661936821707059 0.0039131916128098965 0.005834575133121688 0.030854008264213917 0.060522017098264769 0.036702736062579788 0.029230088908661855 0.0065545068609935688 0.095395809079491301 0.011785166185291018 0.011980042516370304 0.10378157235390972 0.043875537769054063 0.009866913766018115 0.028319672415818786 0.1581432743159894 0.021636637211486232 0.021454687870573252 0.043317972376826219 leaf_count=63 16 7 5 13 2 2 9 6 36 4 20 13 1 32 71 37 21 43 12 55 13 12 99 16 14 26 211 81 9 75 internal_value=-1.2387e-10 0.000415387 -0.0092494 0.00324381 -0.0102809 0.0162188 0.00184044 -0.000402987 -0.000200493 -0.00961908 -0.000477029 0.0127095 -0.00532684 0.000360406 -0.000456882 0.00886892 0.000530294 -0.00929132 0.00487272 0.00174216 0.00912474 0.0134585 -0.000136309 -0.00223652 0.0102423 -0.00439438 -0.00629614 -0.00319238 -0.000579869 -0.00335542 internal_weight=0.887688 0.849536 0.0381524 0.023949 0.013815 0.0418269 0.0162747 0.807709 0.802266 0.0450915 0.0312382 0.0216378 0.00947939 0.757174 0.690817 0.0663566 0.659963 0.0724873 0.0432572 0.587476 0.119161 0.107376 0.468315 0.364534 0.0537425 0.310791 0.282471 0.244553 0.222916 0.201461 internal_count=1024 988 36 20 15 18 11 970 964 74 38 18 14 890 821 69 750 76 33 674 80 67 594 495 30 465 439 376 295 286 cat_boundaries=0 1 cat_threshold=1 is_linear=0 shrinkage=0.03 Tree=206 num_leaves=31 num_cat=1 split_feature=15 15 6 1 1 17 15 15 20 3 14 14 3 6 6 7 17 17 11 15 7 14 16 7 10 3 7 16 16 16 split_gain=0.00351374 0.0113493 0.0106216 0.00627405 0.0117005 0.00581583 0.00525941 0.0051712 0.00453208 0.00784473 0.0111933 0.00633338 0.00944079 0.00544203 0.0151392 0.0102747 0.00832746 0.010074 0.0111076 0.0171403 0.0086167 0.0183376 0.0123323 0.00914903 0.0128431 0.00869708 0.00824286 0.00798278 0.0134556 0.00725318 threshold=75.121240477873911 72.247640255897025 0.86302248054119735 0.24038461538461539 0.97368421052631593 49.89034831297586 73.124744826552998 70.327432428522073 0 0.18675798945212935 43.756496881496894 52.506265664160409 0.16397072810818206 0.9999140555050009 0.99956630379945877 0.16666666708333336 99.995893107219175 98.119103773584911 0.94819136767473278 35.871237244241243 0.8964285727500001 45.534290271132384 61.269841119523804 0.65896712488566533 0.9999949408586376 0.41429282563917641 0.98850573344827619 50.000000060000005 59.973262166961604 46.045140963052802 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 -2 -4 -5 -3 -7 8 13 10 -10 -12 -13 14 16 -15 17 18 20 -20 22 25 23 27 -25 -22 -16 29 -29 -1 right_child=2 5 3 4 -6 6 -8 -9 9 -11 11 12 -14 15 26 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 -28 28 -30 -31 leaf_value=-0.0024461047712214796 -0.03029957728095499 0.024976801295903225 0.021375947176763849 -0.030223197720839555 0.030167305841442577 0.02247970346037827 -0.012695073681508531 -0.030237383127260695 -0.030267399026154249 -0.030182292286648017 0.024540582047744591 -0.030224400855439617 0.030149412971328636 -0.030080948964579787 -0.030184228840485119 0.012300300817731006 -0.030251662246966824 0.017008163067826893 0.016423741904647952 -0.030190851168027697 -0.030241876183618496 -0.030255326611937892 0.015510030981420462 0.013552223734776717 -0.030340685264565553 0.0092037431192850579 0.0063773852595464609 -0.030235745697281796 0.019805055200073519 0.0080348044158288275 leaf_weight=0.2684395621981821 0.013441966249956749 0.024706881609745324 0.0098463128670118749 0.0087666268009343185 0.0043054908746853479 0.0064712932216934851 0.0093582134431926534 0.005191934556933119 0.008779788127867505 0.012070525463059312 0.011959171250055078 0.0062819544455123832 0.0037064075004309416 0.0056360450362262773 0.022725461880327202 0.059490951236512046 0.0078174567461246625 0.033127353177405894 0.010033129219664261 0.024278368189698085 0.0059348994182073503 0.02374349077581428 0.056625292341777822 0.072493240833864547 0.0065409309972892507 0.033014934946550056 0.0073428832765785037 0.019027496631679242 0.0064841484636417581 0.076320950465742499 leaf_count=391 16 7 5 13 2 2 9 6 13 34 5 21 1 32 65 37 14 25 6 54 14 35 30 46 9 17 6 44 5 60 internal_value=-3.68866e-11 0.000401016 -0.00912757 0.0032901 -0.0103327 0.0158812 0.0016848 -0.000396264 -0.000198108 -0.00968962 -0.00163954 0.00981262 -0.00782133 0.000351518 -0.000448728 0.00863266 0.000522926 0.000901157 1.61836e-05 -0.0165601 0.00101642 -0.00947451 0.00231642 0.00065365 0.00991961 0.0031933 -0.0212556 -0.00132416 -0.0175172 -0.000125906 internal_weight=0.863963 0.827603 0.0363604 0.0229184 0.0130721 0.0405364 0.0158295 0.787066 0.781874 0.0427978 0.0307273 0.0219475 0.00998836 0.739077 0.67395 0.065127 0.643881 0.636064 0.602936 0.0343115 0.568625 0.0626933 0.505932 0.449306 0.0790342 0.0389498 0.0300683 0.370272 0.0255116 0.344761 internal_count=1024 988 36 20 15 18 11 970 964 74 40 27 22 890 821 69 750 736 711 60 651 66 585 555 55 31 71 500 49 451 cat_boundaries=0 1 cat_threshold=1 is_linear=0 shrinkage=0.03 Tree=207 num_leaves=31 num_cat=0 split_feature=19 19 19 19 7 11 15 15 11 6 11 6 6 16 16 10 1 3 11 6 11 11 11 11 9 10 19 10 3 19 split_gain=0.00365126 0.00360219 0.00445209 0.00603095 0.0050824 0.00361477 0.00963435 0.0130598 0.0172926 0.0120336 0.008765 0.0110983 0.0126543 0.00857229 0.0114264 0.00929765 0.0129312 0.00856169 0.00843208 0.0133186 0.00731533 0.00704161 0.0133289 0.00746418 0.00824602 0.00850059 0.00811309 0.00837019 0.0143416 0.0139416 threshold=67.20204536709997 34.456932345825514 35.198197531872673 36.341506065730165 0.42166666550000004 0.2011598542787488 43.762300029104495 48.187726421128595 0.12360104052581206 0.089841615479160877 0.18537525602968116 0.997584212532721 0.81912263733457691 38.39743598750001 20.871212097410474 0.9998481929294637 0.15587044534412961 0.99862335826171078 0.27871485398697177 0.99999725812554507 0.11203913260129782 0.29275628520654567 0.32153832717697822 0.37075155745882143 0.93160714667755118 0.9999949408586376 61.670252649140131 0.36997490070417438 0.99862335826171078 42.372925393540044 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 -4 -3 6 10 9 13 -8 11 12 -5 14 15 16 -9 -16 19 -7 -15 -20 -23 -24 26 -26 27 28 -25 -29 right_child=-2 2 3 5 -6 18 7 8 -10 -11 -12 -13 -14 20 17 -17 -18 -19 21 -21 -22 22 23 24 25 -27 -28 29 -30 -31 leaf_value=-0.030096636521957976 -0.030166581045788631 -0.0030434012836746847 -0.030183643232698204 0.03013391276898925 0.026789762308449743 -0.024622619235048195 0.02091067482608153 0.0302959063856027 -0.030175389011057693 -0.030261592806688022 0.029283025342906055 0.020832846910961399 -0.030236171540638894 0.007234082071439849 -0.030199858243512748 0.028671498247997331 -0.030255408878500156 -0.00016477226040282239 0.02041294292967951 0.022770099542496144 0.029185058093626325 -0.030211405729221368 0.00955985179017633 -0.030122391897167825 0.005365621529723052 -0.030249229730046651 -0.03022337975330255 0.018849351413611434 0.010620647801079184 -0.0043015297846248227 leaf_weight=0.0035337055160198352 0.0035956719912064719 0.0090426138776820153 0.0059513169471756546 0.0043017575517296782 0.01190650777425617 0.028025760264426935 0.0051793217571685082 0.0051990849897265443 0.013229184303781949 0.020529220822936622 0.021241802751319483 0.017877748116006842 0.011422584342653863 0.094304028054466471 0.016996341852063779 0.01344541478647443 0.0081501047670826665 0.017171341460198164 0.014358675041876268 0.0065920455836021566 0.015978883719071746 0.013578274672909174 0.062955574856459862 0.024352857533813221 0.15025673549826024 0.0062837979894538867 0.010797995222674217 0.026697910972870886 0.011422768962802365 0.19016031448609283 leaf_count=15 8 6 15 1 4 42 3 1 26 34 5 9 17 47 28 8 12 10 9 9 4 22 48 93 110 17 17 23 7 374 internal_value=-3.22428e-11 0.000128985 0.000256531 -9.38569e-05 0.0139124 0.000127083 0.00300136 7.95407e-05 0.00287119 -0.0199523 0.0141989 0.00466334 -0.0137205 0.00542414 -0.0036037 0.0110629 -0.0066726 -0.0151054 -0.0012694 -0.0155979 0.0104146 -0.000298459 -0.000897421 -7.32123e-05 -0.00151725 0.00393598 -0.00475775 -0.00366931 -0.0171136 -0.00145137 internal_weight=0.844539 0.840944 0.83741 0.816461 0.0209491 0.81051 0.265027 0.210183 0.184474 0.0257085 0.0548439 0.0336021 0.0157243 0.171245 0.0609623 0.0267946 0.0133492 0.0341677 0.545483 0.0346178 0.110283 0.510865 0.496506 0.482928 0.419972 0.156541 0.263432 0.252634 0.0357756 0.216858 internal_count=1024 1016 1001 991 10 976 205 173 136 37 32 27 18 110 59 21 13 38 771 51 51 720 711 689 641 127 514 497 100 397 is_linear=0 shrinkage=0.03 Tree=208 num_leaves=31 num_cat=0 split_feature=19 17 17 15 3 19 19 19 1 6 3 19 19 1 15 10 1 19 1 10 3 3 11 3 17 1 16 1 10 6 split_gain=0.00343163 0.00493655 0.00458454 0.0142828 0.00548175 0.00818979 0.0044196 0.0193206 0.0139456 0.0141024 0.0130312 0.0123459 0.015078 0.0121089 0.00906943 0.00880905 0.0102086 0.00669955 0.0128343 0.0135843 0.00937168 0.00833017 0.020728 0.00839822 0.0114253 0.0117204 0.00829424 0.0109723 0.00789903 0.00958111 threshold=34.456932345825514 3.6511404627855728 25.923643148104102 45.135019768894487 0.18126586201670075 48.195990100219682 48.195990100219682 51.636264670105319 0.5590277777777779 0.99768491937017512 0.49684701577749713 50.031023377356419 49.610940926581463 0.44949494949494956 46.420188995357954 0.9999949408586376 0.8257575757575758 43.524576723190414 0.21825396825396828 0.96350340497825504 0.99862335826171078 0.31000052468826317 0.03275418519993667 0.10880302876976193 30.732596402040773 0.324561403508772 37.987013003787887 0.2264957264957265 0.95226424812749355 0.94305128108668179 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 5 -3 8 10 13 14 -8 12 -12 17 15 16 -10 21 28 20 -20 23 -23 24 -4 -26 27 -21 29 -19 right_child=1 2 6 -5 -6 -7 7 -9 9 -11 11 -13 -14 -15 -16 -17 -18 18 19 26 -22 22 -24 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.030094260030831921 0.015893807847160352 -0.030155194435801301 0.027472825945616432 -0.03015088800572456 0.019636051152361736 0.030172240441742517 -0.030110399659242327 0.0010751323140926422 -0.030138722127064869 -0.030276282113361055 -0.030109240891913372 -0.030330217352454777 0.019207007837049001 -0.030211269876207265 0.023666457014470225 0.03028586533862114 0.0098930132710274669 -0.015595768078866909 -0.030164656106824051 0.028608159980536407 0.030301801544533054 0.030233368301268604 -0.030256105533799791 0.018996351172819274 -0.030270699342389129 0.025300544679837039 0.027016435379305218 -0.030196988750719824 -0.030232766855617706 0.030140025212149743 leaf_weight=0.0033961337339860611 0.017486097291111946 0.0063728534514666535 0.0079401734110433608 0.017724964647641173 0.01205044097150676 0.0029687453061342239 0.031873727974925714 0.40289937421675859 0.0093516985052701784 0.0063511493826808865 0.0075870281107199835 0.011770903865908622 0.021088385841721902 0.01221168020128971 0.053288508539480972 0.0082627027295529842 0.014817343602771871 0.017254479302209802 0.01189595032701618 0.0050901411887025461 0.0028619044460356244 0.0077441670000553122 0.014923658411134966 0.045714977935858769 0.013135648659954313 0.0046160980455169911 0.021818533548866981 0.0065052471018134383 0.020913038868457079 0.0054164282046258441 leaf_count=15 5 16 3 42 8 1 126 411 28 19 23 22 14 30 25 2 16 27 32 2 1 2 30 34 21 5 9 14 40 1 internal_value=-9.97727e-11 0.000124346 -0.000218431 -0.010236 0.00626505 -0.0109832 0.000293578 -0.00148767 0.00321134 0.0128579 -0.0157652 -0.00446045 0.00615876 -0.00127342 0.0160538 0.00354539 -0.00559642 0.00062821 -0.00513953 0.00553277 -0.0184387 0.00625377 -0.00959067 0.0112835 -0.00244032 -0.0158202 0.0161202 -0.00438272 -0.0169352 -0.00466878 internal_weight=0.825332 0.821936 0.80445 0.039117 0.021392 0.0093416 0.765333 0.475219 0.290114 0.0920714 0.07232 0.0404463 0.0286754 0.198042 0.0857203 0.0324317 0.024169 0.18583 0.0917557 0.0481718 0.0147579 0.0940747 0.0226678 0.0714069 0.0256919 0.0177517 0.0334139 0.0115954 0.0435839 0.0226709 internal_count=1024 1009 1004 67 25 17 937 596 341 90 185 59 37 251 71 46 44 221 126 58 33 95 32 63 29 26 25 16 68 28 is_linear=0 shrinkage=0.03 Tree=209 num_leaves=31 num_cat=1 split_feature=15 15 6 1 1 17 15 15 20 19 3 14 15 6 6 7 17 17 11 15 19 7 14 16 3 7 15 10 16 16 split_gain=0.00335103 0.00986654 0.00970748 0.00574916 0.0106721 0.00540481 0.00478663 0.00477461 0.00378574 0.00829792 0.0118586 0.00519259 0.00814303 0.00505801 0.013779 0.00933683 0.00780632 0.00912022 0.0102608 0.0156301 0.0100609 0.00790499 0.016893 0.0110149 0.00824503 0.00812629 0.0130127 0.00771746 0.00891537 0.00743912 threshold=75.121240477873911 72.247640255897025 0.86302248054119735 0.24038461538461539 0.97368421052631593 49.89034831297586 73.124744826552998 70.327432428522073 0 55.700820383401258 0.18675798945212935 52.506265664160409 66.588585611902587 0.9999140555050009 0.99956630379945877 0.16666666708333336 99.995893107219175 98.119103773584911 0.94819136767473278 35.871237244241243 52.978019117504893 0.8964285727500001 45.534290271132384 61.269841119523804 0.41429282563917641 0.65896712488566533 62.499389250037773 0.99994678320575947 57.089946851851856 50.000000060000005 decision_type=2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 7 -2 -4 -5 -3 -7 8 13 -10 11 -11 -13 14 16 -15 17 18 21 -20 -19 23 24 25 -23 29 27 -27 -29 -1 right_child=2 5 3 4 -6 6 -8 -9 9 10 -12 12 -14 15 -16 -17 -18 20 19 -21 -22 22 -24 -25 -26 26 -28 28 -30 -31 leaf_value=-8.9156120198473514e-05 -0.030287101818230029 0.024593073308827779 0.020838588141173564 -0.030208566093905421 0.030151836207580759 0.022077812794094796 -0.012562093441596664 -0.030220154644741141 -0.03020638372508044 0.026528369853545317 -0.030171042624178499 -0.030240762200152514 0.030138121571192982 -0.030074046134606725 -0.021193718869183795 0.012103068856011513 -0.03024291658757667 -0.030102449905082582 0.016171391207532495 -0.030178187813286503 0.022871418149913988 -0.030222111966989002 -0.030238682325380982 0.015104955978725482 0.0090622316776724048 0.018585637496141866 -0.03024291883585975 -0.030316247376524622 0.021262426591036308 -0.01753560265241674 leaf_weight=0.32029139933274564 0.012457105625799159 0.022727043658960611 0.0092513157142093405 0.0081228481285506859 0.0039029625477269301 0.0060030671884305784 0.0089321965351700783 0.0047893913360894649 0.011849454038383556 0.010817410016898066 0.0082643298433140444 0.0048185846899286844 0.0034493335988372564 0.0051565646972449022 0.027570111198656377 0.056280721270013601 0.0073439760562905567 0.0036548372736433512 0.0092605786630883813 0.02235516615837696 0.027543139331100974 0.0056836374496924682 0.021917444588325452 0.053486684722884092 0.031222731107845902 0.054246929612418171 0.0066643801983445874 0.0069000297153252177 0.0053581928077619523 0.023618348317540949 leaf_count=451 16 7 5 13 2 2 9 6 36 4 20 13 1 32 71 37 14 13 6 54 12 14 35 30 17 34 8 10 3 49 internal_value=-2.28731e-10 0.00040535 -0.00925479 0.00305898 -0.0106187 0.0153802 0.00136104 -0.000364555 -0.000168073 -0.00923658 -0.000151243 0.0128479 -0.005051 0.000348192 -0.000456599 0.00856305 0.000496995 0.000878204 2.57092e-07 -0.0166019 0.0166655 0.000991757 -0.00937679 0.00228789 0.00301238 0.00064422 0.00972274 0.0137276 -0.00777069 -0.00128731 internal_weight=0.80394 0.770206 0.0337342 0.0212771 0.0120258 0.0376623 0.0149353 0.732543 0.727754 0.0391991 0.0273497 0.0190853 0.00826792 0.688555 0.627118 0.0614373 0.599547 0.592203 0.561006 0.0316157 0.031198 0.52939 0.0588238 0.470566 0.0369064 0.417079 0.0731695 0.0665052 0.0122582 0.34391 internal_count=1024 988 36 20 15 18 11 970 964 74 38 18 14 890 821 69 750 736 711 60 25 651 66 585 31 555 55 47 13 500 cat_boundaries=0 1 cat_threshold=1 is_linear=0 shrinkage=0.03 Tree=210 num_leaves=31 num_cat=0 split_feature=19 17 17 15 7 3 19 19 3 19 19 6 6 19 2 7 14 6 14 11 15 14 10 11 14 19 6 11 19 14 split_gain=0.00324713 0.00448705 0.00437084 0.0131043 0.00626097 0.00564197 0.00414034 0.0179103 0.0122948 0.0114534 0.0144122 0.00837094 0.00822552 0.00906518 0.00908925 0.00717281 0.00917467 0.0069454 0.00693796 0.0068265 0.010481 0.00689741 0.0125102 0.0112632 0.0068448 0.00626034 0.00568684 0.00781691 0.0102067 0.00700167 threshold=34.456932345825514 3.6511404627855728 25.923643148104102 45.135019768894487 0.42166666550000004 0.18126586201670075 48.195990100219682 51.636264670105319 0.49684701577749713 50.031023377356419 49.610940926581463 0.99997618788042197 0.9999140555050009 46.060453615193545 1.0000000180025095e-35 0.46966911707031261 56.808236808236813 0.99954402034179202 37.828282828282831 0.60267944014956132 27.338601098636921 37.108262108262117 0.99992380467297615 0.20465318554575609 40.608465608465622 51.682272348211079 0.99867110564283157 0.19127394815951335 45.273262113045348 36.515151515151523 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 8 -8 10 -10 12 13 17 -15 18 -17 19 -16 21 -21 22 26 24 -23 -9 27 28 -4 -29 right_child=1 2 6 -5 5 -7 7 25 9 -11 -12 -13 -14 14 15 16 -18 -19 -20 20 -22 23 -24 -25 -26 -27 -28 29 -30 -31 leaf_value=-0.030089977612624816 0.015430217477576606 -0.030143021117724711 -0.030274655774577129 -0.030140716875369584 -0.0067412186538464199 0.028921032233972185 -0.030104094822313614 0.026252112179749893 -0.030104815380637209 -0.030312440271172789 0.018941994757688058 -0.030123938508407874 0.030346899816814592 0.022228070571904474 -0.03012749763688749 -0.030191287133683794 0.021071590468584259 -0.030183897509461235 0.015613927041802846 0.020443157695860036 -0.0301194831744706 -0.030145257276227952 -0.030223551445255601 -0.030162834161713285 0.008767556771685352 0.00046193347222263007 0.026374549262790238 0.0056423388333901869 0.01830787499679374 0.028669238417382822 leaf_weight=0.0032145373388630097 0.016864907462149858 0.0035414050435065283 0.010338315187254921 0.016486921060277382 0.0069143773216637774 0.0094484790461137891 0.029769669487905048 0.0086653840444341768 0.0073498490710335309 0.011011832844815217 0.020242160684574628 0.0066214202342962372 0.010272729676216841 0.036974314018152654 0.0033549531653989098 0.010475208677235059 0.0044885349925607452 0.0069875510307610958 0.027019304054192617 0.0050283794407732776 0.013858882757631363 0.0048301843926310531 0.0076804567361250511 0.013618148001114605 0.025794139580284536 0.3775227760766029 0.015243561785609927 0.050586043216753751 0.0062417353037744752 0.015533634461462498 leaf_count=15 5 11 12 42 10 4 126 4 23 22 14 26 2 30 9 17 2 21 27 3 54 8 18 37 21 407 9 39 2 4 internal_value=1.64321e-10 0.000123569 -0.000213479 -0.0103604 0.00602383 0.0138514 0.000292696 -0.00146503 -0.0156175 -0.00444605 0.0058771 0.00319869 0.00402099 0.00297299 0.011189 0.00218628 -0.0148144 -0.000875146 0.0105616 0.000338437 -0.0166581 0.00248047 0.00664582 -0.00746381 0.00263008 0.00104062 0.00953702 0.00643346 -0.0119852 0.0110521 internal_weight=0.78598 0.782765 0.7659 0.0363912 0.0199043 0.0163629 0.729509 0.454562 0.0683735 0.0386038 0.027592 0.274947 0.268326 0.258053 0.0823123 0.045338 0.0149637 0.175741 0.0303743 0.168753 0.0188873 0.149866 0.105624 0.0442425 0.0306243 0.386188 0.0979433 0.0826997 0.0165801 0.0661197 internal_count=1024 1009 1004 67 25 14 937 596 185 59 37 341 315 313 85 55 19 228 36 207 57 150 84 66 29 411 66 57 14 43 is_linear=0 shrinkage=0.03 Tree=211 num_leaves=31 num_cat=0 split_feature=19 19 17 17 15 7 3 1 17 16 15 19 6 19 10 11 1 7 15 17 11 9 3 6 19 19 16 3 3 17 split_gain=0.00331211 0.00312324 0.00420202 0.00443743 0.0124339 0.00603236 0.00537237 0.00422516 0.00357065 0.0106835 0.0101315 0.0104746 0.0110007 0.00826791 0.00874623 0.012912 0.0139304 0.0110916 0.0108904 0.00801988 0.00771893 0.013885 0.00768625 0.0142526 0.0144709 0.00758966 0.00748899 0.00686115 0.0146498 0.00634871 threshold=67.20204536709997 34.456932345825514 3.6511404627855728 25.923643148104102 45.135019768894487 0.42166666550000004 0.18126586201670075 0.65476190476190488 58.099527451826468 64.468864119611183 75.121240477873911 54.900677582907242 0.9999232095811722 52.665352302363068 0.99984004415445416 0.18537525602968116 0.10263157894736842 0.65896712488566533 36.926230142482041 52.478814359409967 0.33333333166666673 0.30555555862139927 0.75603007065444527 0.37026353598330514 35.683960491586028 58.068303178409323 71.299533693249074 0.52438911332629834 0.26260248430506733 49.999449692238279 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 -4 7 -7 9 10 11 12 13 14 15 16 -5 18 -18 -19 -17 -22 23 24 -23 -12 -11 28 -16 -13 right_child=-2 2 3 8 -6 6 -8 -9 -10 26 25 29 -14 -15 27 20 17 19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.030086636662692456 -0.03015673595895919 0.015249867155946001 -0.030137745180609989 0.023712412744528906 -0.030135394194659444 -0.030197983094141678 0.028828035331070003 0.017123766993240933 -0.001615135658951522 -0.030254375152257491 -0.030292791853195906 0.025382274345681473 -0.030185757757664248 -0.030230057486153258 0.023191035293350166 0.017830870304619561 0.017500573127822182 -0.011347007198871486 -0.030249962067224283 0.030119991902015475 -0.030246317072280943 0.021504651385775609 0.025501816407460024 0.016832234365206974 -0.0301355398601863 0.013041197861511516 0.006583420055716784 0.021773587060690026 -0.03029535668104975 -0.0016176511008960178 leaf_weight=0.0030665689464512971 0.0032638503907946861 0.0164460982196033 0.0034605496111907988 0.0099825541765312664 0.015882542913459474 0.003395324485609307 0.008980302678537555 0.0033970931035582907 0.36854412490811228 0.014434280776185915 0.012756036005157512 0.033053016639314592 0.0086666476090613287 0.0061258683635969638 0.010588337521767244 0.043120662707224255 0.0049483250186312935 0.010750398003438022 0.032739480130658194 0.0068866056390106669 0.010411529492557747 0.0068409352679736904 0.015505344868870452 0.025652693111624103 0.017071289526938926 0.0050886160752270362 0.0075725133101514066 0.041534838681400288 0.0081610615670797415 0.010274349748215172 leaf_count=15 8 5 11 6 42 5 4 5 592 20 15 11 20 10 4 26 5 10 50 2 23 3 6 17 61 6 7 16 10 9 internal_value=9.40732e-11 0.000128606 0.00025016 -8.05965e-05 -0.0104909 0.00573124 0.0136009 -0.00653095 0.000433771 0.00264064 0.00403044 0.00532703 0.003043 0.00419345 0.005057 0.0018064 -0.00890588 -0.0147914 -0.0239804 0.00484434 0.00770502 0.0019204 0.00706722 0.00130035 -0.015362 -0.0179356 -0.0175785 0.0149736 -9.00169e-05 0.0189797 internal_weight=0.768602 0.765338 0.762271 0.745825 0.0351158 0.0192333 0.0157727 0.00679242 0.71071 0.342165 0.320159 0.302314 0.258987 0.25032 0.244194 0.18391 0.0653074 0.0553248 0.0376878 0.017637 0.118602 0.0754818 0.0650703 0.0495649 0.0239122 0.0178447 0.0220068 0.0602842 0.0187494 0.0433274 internal_count=1024 1016 1001 996 67 25 14 10 929 337 310 289 269 249 239 209 73 67 55 12 136 110 87 81 64 21 27 30 14 20 is_linear=0 shrinkage=0.03 Tree=212 num_leaves=31 num_cat=0 split_feature=19 17 17 15 7 3 1 17 16 15 19 6 19 10 9 1 15 1 14 19 16 15 3 3 6 3 19 3 9 1 split_gain=0.00294663 0.00405012 0.00425715 0.0118448 0.00571548 0.00506102 0.00399273 0.00368953 0.0101022 0.00957928 0.00970613 0.0105144 0.0080645 0.00848031 0.0121545 0.0128507 0.00921726 0.0118457 0.00757747 0.00731916 0.00726447 0.00688985 0.010759 0.00678471 0.0109963 0.0109144 0.0103479 0.00773086 0.00705851 0.00675815 threshold=34.456932345825514 3.6511404627855728 25.923643148104102 45.135019768894487 0.42166666550000004 0.18126586201670075 0.65476190476190488 58.099527451826468 64.468864119611183 75.121240477873911 54.900677582907242 0.9999232095811722 52.665352302363068 0.99984004415445416 0.30555555862139927 0.2264957264957265 48.498306294070268 0.8257575757575758 23.571428571428573 58.068303178409323 71.299533693249074 61.03235434090373 0.3142103959971192 0.99862335826171078 0.35674176642190103 0.33462623735520614 35.683960491586028 0.75603007065444527 0.39999999880000009 0.18465909090909091 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 -2 3 4 -3 6 -6 8 9 10 11 12 13 14 15 21 17 -17 -9 -11 -10 22 29 24 26 -26 -16 -28 -27 -4 right_child=1 2 7 -5 5 -7 -8 18 20 19 -12 -13 -14 -15 23 16 -18 -19 -20 -21 -22 -23 -24 -25 25 28 27 -29 -30 -31 leaf_value=-0.030082753197809866 0.014992316345977958 -0.030131280876270275 -0.0075573692122509507 -0.030130882177938391 -0.030188901754486235 0.028695022097294045 0.016782525422941348 -0.030099189251296003 -0.030239797989087533 -0.030282184054383661 0.018583816821039861 -0.03018012116974066 -0.030220635525786466 0.014941464633752372 0.021317590407657835 -0.030160788145286221 -0.030246699777713382 0.016015596541831493 -0.001123853030046565 0.012712879075750064 0.0064410524210864939 0.030174710759227452 -0.030284356765650697 0.027271417208265692 0.01966259383131341 0.014653865820197747 -0.030132225778950195 0.022341409620846419 -0.030231410242299698 0.029608478971625142 leaf_weight=0.0029190400782681527 0.016119036125019193 0.0032992523119901298 0.0083668561128433794 0.015293380070943385 0.0032199707493418836 0.0085186283467919566 0.003295772046840284 0.0083112118209101027 0.013856704750651261 0.012230307940626517 0.042040108564833645 0.008307423651785939 0.0059937404330412383 0.058341776479210239 0.0066950279870070508 0.0084765430328843649 0.024033512237110699 0.012190502711746376 0.35845623850445918 0.0050285205434192895 0.0074835380510194218 0.0085402671247720718 0.0078093634365359313 0.01509099721442908 0.045067284721881151 0.0053992826724424958 0.016264853042230243 0.0029916886996943495 0.0075797253884957172 0.0092953232742729597 leaf_count=15 5 11 10 42 5 4 5 41 20 15 20 20 10 30 3 19 47 11 559 6 7 2 10 5 25 3 59 2 10 3 internal_value=-6.11124e-11 0.00011746 -0.000210326 -0.0106363 0.00562549 0.0134722 -0.00642997 0.000292066 0.00258796 0.00396346 0.00524502 0.00300594 0.00414452 0.00501677 0.00176019 -0.00704042 -0.017614 -0.00292355 -0.00178045 -0.0177552 -0.0173767 0.00685607 -0.000962352 0.00875105 0.00542369 0.0126815 -0.01081 -0.0219799 -0.0115591 0.0120024 internal_weight=0.750516 0.747597 0.731478 0.033627 0.0183336 0.0150344 0.00651574 0.697851 0.331083 0.309743 0.292484 0.250444 0.242137 0.236143 0.177801 0.0787124 0.0447006 0.020667 0.366767 0.0172588 0.0213402 0.0340118 0.0254715 0.0990889 0.0839979 0.0580463 0.0259516 0.0192565 0.012979 0.0176622 internal_count=1024 1009 1004 67 25 14 10 937 337 310 289 269 249 239 209 102 77 30 600 21 27 25 23 107 102 38 64 61 13 13 is_linear=0 shrinkage=0.03 Tree=213 num_leaves=31 num_cat=0 split_feature=19 19 19 19 19 19 6 19 3 17 15 7 6 9 6 19 3 3 16 6 15 19 1 6 19 19 15 2 19 15 split_gain=0.00319056 0.00289557 0.00296946 0.0169499 0.0107679 0.0157954 0.00925833 0.00727661 0.00720377 0.00766638 0.0156087 0.00773438 0.00770528 0.0151866 0.0129288 0.00729834 0.00740742 0.0100976 0.00719804 0.0118121 0.00631652 0.0059461 0.00548737 0.00876735 0.00470435 0.0113732 0.00491769 0.00824261 0.0119932 0.00445664 threshold=67.20204536709997 66.52963373194811 48.400558795493097 51.636264670105319 50.031023377356419 49.610940926581463 0.99346716380928057 48.152411074080796 0.99862335826171078 49.007874055505773 51.595536126581578 0.18065267642261776 0.66406920932186486 0.4166666645833334 0.90314020540061968 42.18398714788669 0.15244450615152783 0.10880302876976193 39.153439212375083 0.019660395024390157 36.350462776174844 51.682272348211079 0.11805555555555559 0.006064697447093371 44.950884979406652 45.706531931847245 37.487589910718434 1.0000000180025095e-35 45.790744646066109 36.350462776174844 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 7 4 5 -4 -7 8 9 10 11 -1 -11 14 -14 16 17 -16 20 22 -13 -5 -20 -24 -17 -26 -27 -28 -29 -23 right_child=-2 -3 3 21 -6 6 -8 -9 -10 12 -12 18 13 -15 15 24 -18 -19 19 -21 -22 29 23 -25 25 26 27 28 -30 -31 leaf_value=-0.030097420615740184 -0.030152558290253824 0.014733958368169578 -0.030083084664186452 0.026040079195267494 -0.030177551312463149 0.019136289073765106 -0.03014699925250696 0.02326347297970335 0.015042847816570892 0.01792773613537749 -0.030283519878873247 -0.03032387345534604 -0.03021357130260182 -0.030091572897211753 -0.030161598904761857 0.016772104424661476 -0.030175748349414343 0.024353776323982928 0.027431482180495615 -0.030189508054593441 0.014731270815477839 0.021875327357617824 -0.030125737186777187 0.030209548633618313 -0.030265262367450356 0.028915403942088372 0.025009779087296596 0.029640536549397987 -0.03016505605333945 -0.00030527962986793807 leaf_weight=0.0073306857902934999 0.0031448156296391963 0.012017653702059761 0.014327336647511402 0.0082254320950596593 0.02734543608585227 0.018679631430131849 0.0042024559752462656 0.01401982483730535 0.029978853301145136 0.027560455986531451 0.020718931326882739 0.0030479451379505909 0.0092598919654847123 0.013161395801944309 0.0047038952543516652 0.048846874502487481 0.0087601566010562237 0.0087388930842280388 0.0073319021321367464 0.012951043790963013 0.034491886350224377 0.0083548208640422672 0.0057396294832869899 0.0034828158095479012 0.0075508234149310729 0.0093886011163704097 0.0093548456206917763 0.0044017782056471342 0.0095983218143373961 0.33705314176086176 leaf_count=38 8 4 68 4 84 16 20 8 16 22 42 5 17 56 14 44 26 4 3 23 38 5 18 1 15 3 7 2 22 391 internal_value=-1.76812e-11 0.000129785 -0.000114448 -0.00174898 -0.0158851 -0.00538152 0.0100851 0.00216084 0.00112782 -0.00049902 -0.00725539 -0.000840432 0.00348358 0.000507563 0.00384681 0.00667943 -0.00871039 0.00527778 0.00235851 -0.00872915 0.0110731 0.000831539 0.00806004 -0.00734038 0.0105127 0.00292466 0.0105784 0.00320702 -0.0113616 0.000231231 internal_weight=0.73377 0.730625 0.718608 0.418188 0.0645549 0.0372094 0.0228821 0.300419 0.2864 0.256421 0.0950948 0.0743759 0.161326 0.133765 0.120604 0.111344 0.0222029 0.0134428 0.0670452 0.0295054 0.0375398 0.353633 0.0165543 0.00922245 0.0891412 0.0402944 0.0327435 0.0233549 0.0140001 0.345408 internal_count=1024 1016 1012 588 188 104 36 424 416 400 168 126 232 210 154 137 44 18 88 45 43 400 22 19 93 49 34 31 24 396 is_linear=0 shrinkage=0.03 Tree=214 num_leaves=31 num_cat=0 split_feature=11 11 11 17 16 10 1 6 19 15 10 2 3 10 7 6 19 7 19 16 15 11 16 15 16 15 19 16 16 3 split_gain=0.00280555 0.0110353 0.00729874 0.00847118 0.00689309 0.0162511 0.0133387 0.0110641 0.0109667 0.0104698 0.00785658 0.0112234 0.00694177 0.00647614 0.00666943 0.0162506 0.00997239 0.00867583 0.00596386 0.00494188 0.0066393 0.00549127 0.00503975 0.00415239 0.0139347 0.0138067 0.00885133 0.00733404 0.0154405 0.0104374 threshold=0.2011598542787488 0.23096553144836274 0.18537525602968116 56.147161542596258 38.39743598750001 0.9998481929294637 0.10263157894736842 0.99904991760722217 43.976898838882086 36.926230142482041 0.99994678320575947 0.49074074074074076 0.12283896843446927 0.99974134460868724 0.88194444468750022 0.089841615479160877 54.900677582907242 0.49999999625000008 48.957592475013755 23.472222083333339 27.338601098636921 0.24262058915929322 23.809523648809527 43.244333204858485 37.987013003787887 39.132358133365109 62.146108536096008 40.000000200000009 46.045140963052802 0.76119045293467036 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -7 -9 -8 12 -12 -6 14 16 -16 17 -14 -19 20 -3 -21 -23 24 -24 -26 -27 29 -29 -25 right_child=1 19 -4 -5 10 7 9 8 -10 -11 11 -13 13 -15 15 -17 -18 18 -20 21 -22 22 23 27 25 26 -28 28 -30 -31 leaf_value=0.013462435372430368 -0.030184991290726063 0.030217229762749733 0.019552751515396715 -0.030128402617005352 -0.030210084845192321 0.028151002651994588 0.019387157715366327 0.023948379696972655 -0.030191660590449254 -0.030211531946167929 0.016408139200765677 -0.030248824883897733 -0.030554153555898869 0.025100770253815508 0.030213100956554953 -0.030278682080083903 0.02649745157846083 0.022974875833455834 -0.0090307050295765669 0.020440148454496841 -0.030089022324189633 0.026597004701382949 -0.030144818786829747 0.0089758308347210134 0.010665660953634892 -0.023997843423338095 0.030125233093364304 -0.030145127567330961 -0.00045672642584454503 -0.03013397218580675 leaf_weight=0.010905169792749803 0.011598245269851759 0.001978660700842739 0.021145713937585242 0.0075591672448354066 0.0036679679724329608 0.017359493940602988 0.0043455631384858853 0.0057458928931737327 0.0081343052643205738 0.03230804562826961 0.0079684644006192684 0.011109258630312979 0.0063493788475170723 0.024570690293330699 0.0061886238399893037 0.011285474305623211 0.02451863931491971 0.012326833282713778 0.0091139947071496863 0.011438970279414207 0.0096855555166257545 0.0060490308387670657 0.018294197556315339 0.10718557758627867 0.039387222152072354 0.022793835385527927 0.0030878905672579995 0.016892175772227347 0.23656118335384235 0.0065146322958753436 leaf_count=11 25 1 12 21 5 6 5 4 19 72 2 14 5 8 2 14 10 7 9 4 58 2 85 147 49 71 1 52 282 21 internal_value=2.47673e-11 -0.00126944 0.00277774 0.00103428 0.00223676 -0.00462336 -0.0156652 0.0121865 -0.00777967 -0.0243312 0.00685308 -0.0107609 0.0102813 0.0118553 0.00719161 -0.00885492 0.012552 0.000248353 0.00937005 -0.000570563 -0.019859 -9.00382e-05 -0.000604184 -0.000969249 -0.00700505 -0.000519216 -0.0175405 0.000404483 -0.0024354 0.00673497 internal_weight=0.71607 0.491467 0.224603 0.203457 0.195898 0.0787985 0.0475588 0.0312397 0.0138802 0.0366536 0.117099 0.0190777 0.0980216 0.0943536 0.0697829 0.0174741 0.0523088 0.0277902 0.0214408 0.479869 0.0116642 0.468205 0.456766 0.450717 0.0835631 0.0652689 0.0258817 0.367154 0.253453 0.1137 internal_count=1024 798 226 214 193 117 88 29 23 77 76 16 60 55 47 16 31 21 16 773 59 714 710 708 206 121 72 502 334 168 is_linear=0 shrinkage=0.03 Tree=215 num_leaves=31 num_cat=1 split_feature=15 6 15 1 1 17 15 14 19 19 6 15 20 7 7 17 6 16 14 15 3 15 15 7 11 17 19 16 15 10 split_gain=0.00267965 0.00865032 0.00762002 0.00514369 0.00916046 0.00481059 0.00455121 0.0103244 0.00562101 0.0110273 0.00772075 0.00434479 0.00417906 0.00326993 0.0071859 0.00735406 0.00689387 0.013216 0.0106833 0.00917245 0.00809675 0.00778886 0.0135306 0.0136459 0.00517714 0.0051204 0.00775597 0.00940642 0.00922891 0.00927315 threshold=75.121240477873911 0.86302248054119735 72.247640255897025 0.24038461538461539 0.97368421052631593 49.89034831297586 64.375735619023374 64.5138888888889 55.503967525423 55.267422088656893 0.26552876719201807 73.124744826552998 0 0.63082122517399031 0.6595553735969597 3.6511404627855728 0.99999725812554507 63.611111386111126 34.731934731934736 62.482209638942827 0.078343009720560769 49.881244962671211 44.434696539343172 0.7500000037500002 0.7955521877015338 85.273159092093152 48.00380149832209 59.973262166961604 64.147491065924527 0.9999949408586376 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 6 -3 -5 -4 12 8 9 10 -8 -7 -1 25 -15 -16 17 19 24 21 -20 22 23 -17 -19 26 -14 28 29 -28 right_child=1 3 5 4 -6 11 7 -9 -10 -11 -12 -13 13 14 15 16 -18 18 20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.030079472091377561 -0.030253328183121861 0.020802681234398709 0.024377825288247678 -0.030182364963918667 0.030136289925826898 0.02229812371299086 0.013881648629192443 0.030159920563184089 -0.030221931970674888 0.030158576252985698 -0.030137556223254019 -0.012783352489455861 -1.9703433751797687e-06 0.027895399895880153 0.030187820846936088 0.022475223216510954 0.012529160800114283 -0.013278587592704056 0.030101172018799673 -0.030247589609229433 -0.026954556054370579 0.016052881125177089 -0.03019741356028249 -0.030172078328069517 0.025717639794684541 0.0045683311844668048 -0.024940284146871255 0.0098480922538702574 0.030103358868909968 0.0028885847842899121 leaf_weight=0.0040339393931390077 0.010785480233607814 0.0084585487784352154 0.018864736251998693 0.007023342255706666 0.0033452959032729268 0.0051981913857162007 0.0049744192510843268 0.0051238867454230777 0.014083404785196763 0.0056771319359540931 0.012848701109760441 0.0081726245407480747 0.20896264824932587 0.010524454090045765 0.0081732335966080427 0.018353184770603548 0.036954783645342104 0.0053357854540081462 0.0024006599560379973 0.0061850163037888697 0.033136930574983126 0.044326876224658918 0.011134590647998266 0.0058410670280863988 0.0071964105954975821 0.10884157046166365 0.047937574218849477 0.015812171011930332 0.0036982768215239039 0.013901670669838495 leaf_count=25 16 5 7 13 2 2 4 2 24 2 28 9 344 6 3 14 21 10 1 7 53 28 19 13 4 146 170 15 1 30 internal_value=-6.84756e-11 -0.00883076 0.00039165 0.00344152 -0.0107214 0.014621 -0.000330179 -0.00978873 -0.015235 -0.0062536 -0.0178518 0.000855324 0.000351307 0.000559821 0.00380419 0.00238803 0.00105825 -0.00210734 -0.0147017 0.00494534 -0.0231003 0.00767796 -0.00283001 0.00976491 0.00911436 -0.000980969 -0.00306147 -0.0109204 -0.0159312 -0.0186843 internal_weight=0.697307 0.0296127 0.667694 0.0188272 0.0103686 0.0322356 0.635458 0.0427075 0.0375837 0.0235003 0.0178231 0.0133708 0.592751 0.588717 0.189563 0.179039 0.170865 0.133911 0.0480698 0.0858407 0.0355376 0.0796557 0.0353288 0.0241943 0.0125322 0.399154 0.290312 0.0813497 0.0655375 0.0618392 internal_count=1024 36 988 20 15 18 970 60 58 34 32 11 910 885 179 173 170 149 68 81 54 74 46 27 14 706 560 216 201 200 cat_boundaries=0 1 cat_threshold=8 is_linear=0 shrinkage=0.03 Tree=216 num_leaves=31 num_cat=0 split_feature=19 19 17 17 15 7 3 1 19 19 3 1 6 1 19 19 15 10 1 19 1 10 3 11 16 3 10 6 15 16 split_gain=0.00294662 0.00265111 0.00366421 0.00415325 0.0100289 0.00479686 0.00457849 0.00350039 0.00289936 0.0153879 0.0104748 0.0104055 0.0106427 0.00982431 0.00935982 0.0117524 0.00749489 0.00732466 0.00786449 0.00574679 0.010254 0.0114189 0.00754154 0.0151565 0.00852441 0.00731256 0.00603588 0.00731933 0.00610525 0.00570357 threshold=67.20204536709997 34.456932345825514 3.6511404627855728 25.923643148104102 45.135019768894487 0.42166666550000004 0.18126586201670075 0.65476190476190488 48.195990100219682 51.636264670105319 0.49684701577749713 0.5590277777777779 0.99768491937017512 0.44949494949494956 50.031023377356419 49.610940926581463 46.420188995357954 0.9999949408586376 0.8257575757575758 43.524576723190414 0.21825396825396828 0.96350340497825504 0.31000052468826317 0.03275418519993667 20.538720666666674 0.99862335826171078 0.95226424812749355 0.94305128108668179 47.452404832666417 37.987013003787887 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 -3 4 5 -4 7 -7 11 10 -10 13 16 19 15 -12 17 18 -13 22 26 25 24 -24 -5 -22 27 28 -21 -23 right_child=-2 2 3 8 -6 6 -8 -9 9 -11 14 12 -14 -15 -16 -17 -18 -19 -20 20 21 29 23 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.030074674524927271 -0.030143596102483825 0.015399683363180381 -0.030115852159348026 -0.030094658955352054 -0.030116775500974895 -0.030167587463985884 0.028506402067347503 0.016192844076913553 -0.030090383670008634 0.0012969986642747653 -0.030091941577312434 -0.030116513863990946 -0.03021245494333823 -0.03017146442954385 -0.030244095713923606 0.018333394463580861 0.023556661010113993 0.030253635493640189 0.0088388668056345078 0.010293167171317173 -0.030127616850855451 -0.0031085591395059228 0.030170125381631531 -0.030193871524249585 0.014812440424479278 0.030237041945049819 -0.030190479546101212 0.030110087552437395 -0.030146234494633894 0.026502854533933726 leaf_weight=0.0026054161771753561 0.0029061667773930813 0.01406145328655839 0.0028776504041161379 0.0040907167240220579 0.013506602652341826 0.0029454307077685371 0.0072959136086865328 0.0029177633696235716 0.024966681288788095 0.3434119397984432 0.0060951888481213237 0.0075611105221469179 0.0048949974679999278 0.0098753828169719782 0.0090022251088157645 0.017348321438475978 0.041409557353290438 0.0066820846404880277 0.012173897979664616 0.0053121249875403018 0.0096852676269918447 0.0088165838787972461 0.0054995261598378411 0.011724430467438651 0.05433779577651876 0.002220133552327753 0.016486095457366901 0.0041042468510568133 0.0091430585962370969 0.01742354570342286 leaf_count=15 8 5 11 17 42 5 4 5 126 403 23 28 19 30 22 14 25 2 16 8 32 16 2 30 46 1 40 1 19 9 internal_value=-1.91408e-11 0.000129116 0.000245549 -7.64309e-05 -0.0110708 0.00497031 0.012643 -0.00709675 0.000437293 -0.00110642 -0.0154824 0.00311079 0.0125083 -0.00119497 -0.00424175 0.00574306 0.0155915 0.00310581 -0.00608618 0.00072755 -0.00526555 0.00549745 0.00652566 -0.0109199 0.0116684 -0.0188707 -0.0169806 -0.00524644 -0.0152852 0.0165535 internal_weight=0.681381 0.678475 0.67587 0.661808 0.0295434 0.0160368 0.0131591 0.00586319 0.632265 0.400824 0.0574124 0.231441 0.0727216 0.158719 0.0324457 0.0234435 0.0678267 0.0264171 0.019735 0.148844 0.0731911 0.0381455 0.0756525 0.017224 0.0584285 0.0119054 0.0350455 0.0185594 0.0144552 0.0262401 internal_count=1024 1016 1001 996 67 25 14 10 929 588 185 341 90 251 59 37 71 46 44 221 126 58 95 32 63 33 68 28 27 25 is_linear=0 shrinkage=0.03 Tree=217 num_leaves=31 num_cat=0 split_feature=11 11 11 11 16 11 19 19 16 3 19 14 19 14 14 2 1 3 3 10 6 6 1 19 9 3 11 3 3 10 split_gain=0.00264474 0.00857741 0.00683571 0.00700127 0.00916628 0.00881156 0.00942023 0.0100393 0.00843107 0.0104201 0.00806847 0.00681657 0.00659853 0.00740938 0.011542 0.00740519 0.00638272 0.0145756 0.00613701 0.00941256 0.00885866 0.00592913 0.00636426 0.00569678 0.00553742 0.005856 0.0110903 0.0101491 0.0122118 0.0105547 threshold=0.49311782270730814 0.52550931890161545 0.53082749819672792 0.7955521877015338 36.165698707280605 0.89304175887706738 52.978019117504893 63.16583432409341 40.32283075845335 0.10765848943105528 53.265269905232039 30.277777777777782 54.843944828764144 35.750035750035757 43.756496881496894 1.0000000180025095e-35 0.68990384615384626 0.73637639369454055 0.10880302876976193 0.9999949408586376 0.47578412449695873 0.47578412449695873 0.97368421052631593 58.441532113394558 0.63624338321502061 0.57130825532815621 0.091196342359145602 0.49684701577749713 0.42431641555596505 0.99989489001725984 decision_type=2 2 2 2 2 2 2 2 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 -4 16 -7 10 -6 21 -8 -11 -12 -14 -15 -16 17 -5 19 20 -1 -10 -23 -17 25 27 -27 28 29 -20 right_child=1 2 3 5 8 6 7 -9 9 11 12 -13 13 14 15 23 -18 -19 24 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.0046545656659672009 -0.030089116021761821 0.024631704891383357 -0.030120517417020955 -0.030103907900654623 0.013310123918682764 -0.023474669460923477 0.027743057313782234 -0.030228626813018217 0.021574430334928976 0.0041818853993929031 -0.03011513782991411 -0.021559185949193031 0.021407189384113026 -0.030286154879523807 -0.030291740106400126 0.019340724079041891 0.024179162534780307 0.018222311039056027 0.007716220928090098 0.019311393928249761 -0.030125961792448568 -0.030128267588184383 0.030095335634342652 -0.001054170457708684 0.02319807053615703 0.0038790496125027823 -0.014552689386268624 0.019432554908441278 -0.03018761605347196 -0.015621166853032038 leaf_weight=0.010190356148086721 0.0095343540378962643 0.0089555221566115506 0.014560203471774003 0.0083729880661849165 0.018996861255800468 0.016634707943012472 0.010970908682793379 0.0086447968751599547 0.012871772414655425 0.011843144930026028 0.0059247430945106308 0.042430074065123335 0.015426516707520932 0.010655386395228561 0.005214281423832289 0.020774667456862517 0.022777733382099541 0.017064894083887339 0.12143197051591414 0.0077960882481420404 0.018658562065866136 0.005240865815721917 0.0022604216355830431 0.030309926707104751 0.011785168026108295 0.082266822182646138 0.045701651862145809 0.038145347407407826 0.0098453595564933494 0.020366873028251575 leaf_count=21 47 6 79 34 30 64 3 19 7 21 21 93 8 16 7 16 16 7 135 7 69 18 1 31 6 64 86 23 26 43 internal_value=-3.25252e-11 -0.00209107 -0.00117035 -0.00199274 -0.00797674 0.00175492 -0.00246033 0.000778763 -0.0045337 -0.0090748 0.00347883 -0.0159421 0.000464284 0.00266353 -0.00165509 0.00376376 0.0126442 0.00231553 0.00171005 -0.00993647 -0.0178404 0.00921958 -0.0119806 0.00723986 0.00300514 0.00225621 -0.00270352 0.00560039 0.00212098 0.00436422 internal_weight=0.665653 0.299465 0.28993 0.280975 0.108203 0.172772 0.124556 0.107921 0.0936431 0.0746463 0.0992764 0.0542732 0.0883055 0.0823808 0.0669543 0.0562989 0.0482156 0.0254379 0.366188 0.036645 0.0288489 0.0203731 0.00750129 0.0510846 0.329543 0.317758 0.127968 0.18979 0.151644 0.141799 internal_count=1024 544 497 491 249 242 185 121 170 140 102 114 99 78 70 54 57 41 480 97 90 26 19 47 383 377 150 227 204 178 is_linear=0 shrinkage=0.03 Tree=218 num_leaves=31 num_cat=1 split_feature=15 6 15 6 17 15 15 14 19 19 6 20 3 17 19 3 1 14 14 17 6 17 11 3 15 11 19 10 10 6 split_gain=0.00263971 0.00788694 0.00717493 0.00574509 0.0043918 0.00400026 0.00399725 0.00963412 0.00517025 0.00987933 0.00730847 0.00382917 0.00303426 0.0097119 0.0154759 0.00852768 0.00627847 0.00552359 0.0112404 0.00532861 0.0140201 0.010761 0.0106079 0.00772732 0.0070655 0.00613627 0.00885971 0.0138788 0.0186457 0.0135883 threshold=75.121240477873911 0.86302248054119735 72.247640255897025 0.99466034793505442 49.89034831297586 73.124744826552998 64.375735619023374 64.5138888888889 55.503967525423 55.267422088656893 0.26552876719201807 0 0.92336588590477464 55.77727698071012 60.317263436921401 0.85722973716618556 0.85164835164835184 39.141414141414145 49.005847953216382 49.997939526889276 0.67807984807443578 49.007874055505773 0.34305841776474361 0.031672403532668481 54.946900020755862 0.2011598542787488 52.577670392221044 0.97612585019922704 0.9552989067815697 0.66406920932186486 decision_type=2 2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 6 -3 -4 -6 11 8 9 10 -8 -1 15 17 -15 19 -16 -14 -19 20 21 22 24 -24 -13 -21 27 28 29 -27 right_child=1 3 4 -5 5 -7 7 -9 -10 -11 -12 12 13 14 16 -17 -18 18 -20 25 -22 -23 23 -25 -26 26 -28 -29 -30 -31 leaf_value=-0.030074694607730237 -0.030240946063589482 0.012114627672799232 0.024242545864780481 -0.030134059567800436 0.022000652146852699 -0.012702087550848246 0.014116596455705876 0.030153628721645735 -0.030204375443859319 0.030145592854112419 -0.030128928399074363 0.008682586318889296 0.025234266461095434 -0.030175822870123731 -0.0026396350637355251 -0.030378455959741407 0.030108910389282921 -0.030268917141120271 0.013933993188040403 0.010457887721002751 -0.02569414115924409 0.029980957667993562 0.0061327426581329839 -0.024796351842616953 -0.030160785282431601 0.0040011950327635956 0.0044767476513234011 -0.022998852348655115 0.020339778357331875 -0.030133890705045838 leaf_weight=0.00370275373916229 0.010061682278319495 0.01365400297800079 0.017753386913682334 0.0036768157588085151 0.0049472510581836104 0.0075546778607531451 0.0047019945341162375 0.0048195116687566033 0.012845637087593786 0.0051383895333856336 0.011771701458201278 0.047060350618266966 0.021587729279417545 0.01486868153733667 0.014650603843620047 0.0084269194703665562 0.0082277578767389059 0.0063223419128917149 0.028592832961294334 0.063458334800088778 0.024228291401414026 0.0095919918676372617 0.010141635888430756 0.025675651682831813 0.0046291198268590952 0.022883751007611863 0.15903740011526679 0.032591027882517665 0.026778477309562732 0.019387663917768805 leaf_count=25 16 11 7 9 2 9 4 2 24 2 28 60 9 31 10 14 3 7 18 64 45 3 15 91 14 43 196 177 16 69 internal_value=-5.43368e-11 -0.00911414 0.000401784 0.00315137 0.014651 0.00103045 -0.000327532 -0.00957454 -0.0151312 -0.00617214 -0.0175002 0.00033062 0.000536012 0.00543421 -0.006348 -0.000481095 0.00913774 0.0133054 0.00592985 8.44789e-05 -0.00527852 -0.000184366 -0.00349092 -0.0160388 0.00520392 0.00209189 5.53133e-05 -0.0068629 0.00075315 -0.0116548 internal_weight=0.648768 0.0273925 0.621376 0.0173308 0.0302553 0.0125019 0.591121 0.0392772 0.0344577 0.0216121 0.0164737 0.551843 0.548141 0.0942499 0.037747 0.453891 0.0228784 0.0565029 0.0349152 0.445464 0.121327 0.0970987 0.0875068 0.0358173 0.0516895 0.324137 0.260678 0.101641 0.0690499 0.0422714 internal_count=1024 36 988 20 18 11 970 60 58 34 32 910 885 78 44 807 13 34 25 793 228 183 180 106 74 565 501 305 128 112 cat_boundaries=0 1 cat_threshold=8 is_linear=0 shrinkage=0.03 Tree=219 num_leaves=31 num_cat=0 split_feature=11 11 15 7 15 9 15 15 11 11 19 14 17 17 15 15 7 19 11 10 14 10 3 17 15 16 17 14 14 11 split_gain=0.00252046 0.00790571 0.00664375 0.0078673 0.00860245 0.0055433 0.00689624 0.00814235 0.00551658 0.010653 0.00547795 0.00537136 0.00843151 0.00883018 0.00831144 0.00622528 0.00598928 0.0115084 0.00768018 0.0121238 0.0110705 0.0104502 0.0100812 0.0073715 0.00678247 0.0064982 0.00649806 0.00798313 0.00763218 0.0140402 threshold=0.49311782270730814 0.52550931890161545 62.694508768530831 0.37500000656250015 70.100727060218972 0.63624338321502061 75.121240477873911 72.247640255897025 0.53082749819672792 0.55525857029752357 58.068303178409323 54.235485485485491 49.995301529503166 29.932620902182219 37.379610326174337 41.014358845679546 0.65896712488566533 49.772413581917931 0.23264735320436811 0.9998481929294637 40.608465608465622 0.99989766056252993 0.99862335826171078 54.462616032655262 42.738685029631078 23.472222083333339 54.112207364577678 45.346320346320361 49.005847953216382 0.15767089996659242 decision_type=2 2 2 2 2 2 2 2 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 8 4 -4 6 7 11 -3 -10 -8 16 13 15 -14 -13 17 18 19 22 -21 25 23 -1 -25 -20 27 -18 29 -28 right_child=1 2 3 -5 -6 -7 10 -9 9 -11 -12 12 14 -15 -16 -17 26 -19 21 20 -22 -23 -24 24 -26 -27 28 -29 -30 -31 leaf_value=-0.030146489101188587 -0.030084112056141542 0.02440189441960864 -0.030104633587556346 -0.030174375207594521 0.020560907277414431 0.022387172169546134 -0.030235438366087202 0.020022055865482721 -0.030191793449622795 0.0008768304855561813 0.0089617624437157706 0.025249613927082137 0.019560422186297353 0.011287175425917348 -0.03015949807961512 -0.030321883771271315 0.0086916080886922428 -0.030238051550736871 -0.03010692190005752 -0.030113196042901177 0.018863522479645265 -0.030081110870355841 0.015681439757404443 0.014735727393719167 -0.030259959633694985 0.01428300005233799 0.030115792277534397 -0.019819040132063731 0.028891599827652228 -0.030150764828971419 leaf_weight=0.025947607577109011 0.0088059748031810159 0.0082999089536315296 0.0047760858669789749 0.014695482263050508 0.0081844728556461632 0.011286728520644829 0.010819632658240153 0.020979402979719453 0.010385917472376605 0.22764245837879571 0.004561781806842192 0.0022300815580820208 0.0036161965617793604 0.025481100662545941 0.018537761458901514 0.0097297464453731664 0.0364266725955531 0.011110467112303013 0.0031204142342176047 0.0050438249800208714 0.023535229491244536 0.0057583563138905438 0.008188175386749208 0.007949167542392388 0.0048573227650194903 0.06077208368878928 0.0071658710949122906 0.011670936437440105 0.023458749230485409 0.0067620833142427728 leaf_count=70 47 6 17 36 7 7 16 10 26 405 8 4 3 29 64 20 26 28 14 14 18 28 5 6 7 61 2 17 6 17 internal_value=9.88957e-11 -0.00210503 -0.00120577 -0.0151478 0.00189019 0.00170563 0.00101445 0.00195091 0.000359552 -0.00047879 -0.0186104 0.000692879 -0.00737414 0.0013059 -0.0220437 -0.0199598 0.00268138 -0.000810812 0.00144134 -0.0051853 0.0102198 0.00862651 -0.0145641 -0.0209546 -0.00233051 0.0121151 0.00906581 0.00177347 0.0184473 0.000856113 internal_weight=0.6318 0.28279 0.273984 0.027656 0.0129606 0.349009 0.337723 0.322341 0.246328 0.238028 0.0153814 0.301362 0.0595949 0.0374409 0.022154 0.0119598 0.241767 0.156283 0.145172 0.0755213 0.0285791 0.0696509 0.0469423 0.0387541 0.0128065 0.0638925 0.0854843 0.0480976 0.0373867 0.013928 internal_count=1024 544 497 60 24 480 473 449 437 431 24 439 120 53 67 24 319 251 223 120 32 103 88 83 13 75 68 43 25 19 is_linear=0 shrinkage=0.03 Tree=220 num_leaves=31 num_cat=0 split_feature=15 6 15 6 17 15 15 11 3 16 11 11 10 17 15 3 16 3 15 15 15 16 1 1 15 6 15 11 9 14 split_gain=0.00261225 0.00724972 0.00620691 0.00525995 0.00426831 0.00359762 0.00358729 0.00291162 0.00813879 0.0097551 0.00720798 0.012864 0.00700637 0.0122348 0.00587852 0.0130385 0.00619974 0.0048951 0.0048542 0.0150649 0.0122638 0.00896915 0.00765998 0.0160723 0.00747297 0.0118275 0.00844582 0.00825209 0.011648 0.00821097 threshold=75.121240477873911 0.86302248054119735 72.247640255897025 0.99466034793505442 49.89034831297586 70.327432428522073 73.124744826552998 0.97072649462307703 0.25434369456103484 81.880326567972716 0.7955521877015338 0.61204350697756149 0.97893178928711733 81.905491730850699 47.639929940851601 0.065952560042497152 46.666666816666677 0.25360777348336344 51.441049470813759 49.881244962671211 60.748825974644717 20.538720666666674 0.65476190476190488 0.87083333333333346 43.762300029104495 0.99437093449493597 43.089885869811418 0.24262058915929322 0.40652173913043482 37.339743589743598 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 -3 -4 7 -6 10 17 -10 11 18 13 -13 15 -12 -16 -9 19 21 22 -1 -20 -24 26 29 27 -23 -29 -26 right_child=1 3 4 -5 6 -7 -8 8 9 -11 14 12 -14 -15 16 -17 -18 -19 20 -21 -22 24 23 -25 25 -27 -28 28 -30 -31 leaf_value=-0.030072810608425867 -0.030218375973796611 0.01152475152552037 0.023993014682466039 -0.030127692874958631 0.021229959406406186 -0.030175524449132241 -0.012836983701106731 -0.0014164451562104423 -0.030147921889134233 0.0097033698456704745 0.02233849969313139 -0.019170207236137687 -0.030188281895362219 0.0178263702989419 -0.030113778079505972 -0.030235155509238585 0.015863657123141202 0.030167419865733808 -0.025824112014663031 0.02051625057004702 0.0039288875024226805 0.011723862948205864 0.01332813208705548 -0.030265302862702039 0.014543191769451366 -0.03016088771727278 0.0233994385527307 -0.030147244946003831 0.0057203771390961248 -0.011855090093178514 leaf_weight=0.0083712239456872339 0.0094766785441606771 0.012940752974827774 0.01646996101771947 0.0034576946491142726 0.0045316945179365575 0.0035997070226585484 0.007204743247712031 0.044625581642321777 0.019325424693306559 0.0077433506485249373 0.0078072341057122676 0.024488719902365119 0.01732206258293445 0.011980549912550487 0.0027690768183674655 0.0093061904690330266 0.056419918742903974 0.0049015465192496768 0.025773453668080037 0.041165204911521869 0.093528281671751756 0.037764313536172267 0.019336825648679223 0.012552830477943644 0.021056781741208397 0.014470290770987049 0.021803408235427924 0.013603526109363884 0.020321813353803009 0.021362991599744419 leaf_count=52 16 11 7 9 2 6 9 77 52 7 10 74 82 13 11 32 42 1 65 30 102 38 30 30 18 47 11 47 41 52 internal_value=1.51456e-10 -0.00932955 0.000409431 0.00274213 0.0141416 -0.000280515 0.000317006 -8.75907e-05 -0.00552024 -0.018748 0.000777152 -0.000816734 -0.0144783 -0.00701643 0.00923518 -0.00625078 0.0137127 0.00170931 0.00127626 0.00434383 -0.00277996 0.000150297 -0.0136616 -0.0038317 0.0018327 -0.00674044 0.00704941 0.00207677 -0.00866197 0.00124877 internal_weight=0.615482 0.0258751 0.589607 0.0163984 0.0282064 0.5614 0.0117364 0.557801 0.0765959 0.0270688 0.481205 0.404902 0.0537913 0.0364693 0.0763024 0.0171134 0.059189 0.0495271 0.351111 0.19992 0.151191 0.158754 0.0576631 0.0318897 0.150383 0.0568901 0.0934931 0.0716897 0.0339253 0.0424198 internal_count=1024 36 988 20 18 970 11 964 137 59 827 732 169 87 95 42 53 78 563 336 227 306 125 60 254 117 137 126 88 70 is_linear=0 shrinkage=0.03 Tree=221 num_leaves=31 num_cat=0 split_feature=17 16 1 17 15 7 3 1 11 11 14 14 15 7 15 3 17 15 15 1 19 14 6 6 15 19 17 16 7 19 split_gain=0.00251664 0.0062759 0.00462803 0.00368399 0.0083487 0.00435899 0.00416591 0.00295605 0.0028541 0.00703613 0.00672165 0.00713649 0.00656822 0.00725193 0.00780232 0.00626335 0.00626672 0.00598654 0.0146775 0.0106192 0.00809321 0.0113293 0.00714151 0.00942196 0.00993768 0.00632555 0.00738429 0.00595597 0.00874438 0.00730553 threshold=3.6511404627855728 49.999999972222227 0.10263157894736842 25.923643148104102 44.800764537007758 0.42166666550000004 0.18126586201670075 0.65476190476190488 0.49311782270730814 0.52550931890161545 22.474747474747478 28.474903474903478 62.694508768530831 0.37500000656250015 70.100727060218972 0.15692685995915734 29.479868914828241 43.762300029104495 46.164559784129679 0.43303571428571436 48.195990100219682 49.005847953216382 0.9983615571453025 0.86302248054119735 55.535604307341643 46.467503095184107 66.624543351879993 36.666666616666681 0.57029200624320409 39.75696863747261 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -2 7 -7 10 -10 -5 -12 -11 14 -14 27 -17 -18 -19 22 25 -22 23 -20 -25 26 -21 28 29 -13 right_child=3 -3 -4 8 -6 6 -8 -9 9 12 11 15 13 -15 -16 16 17 18 19 20 21 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=0.026126510557757159 -0.030102491475000132 0.030185569900750803 -0.030507071016105267 -0.030172880067329731 -0.030104408456272106 -0.03015011177381189 0.028436349384369567 0.015223655718434601 -0.030082006311025374 0.00040906572538320068 0.019078428903083016 0.0067171350129225987 -0.030097770084004653 -0.030164548562593905 0.020047712172019207 -0.030144925231272227 0.015514948686036012 -0.030168626187466852 -0.030146669057811729 -0.015534567654227571 -0.030183221771178367 0.006706806628306289 -0.030138102625036613 -0.030152078498453458 0.016677280227416866 0.027061407153822777 0.029790068062043484 -0.03016074999551404 0.0302193824765759 -0.030094505687660075 leaf_weight=0.001978630753001199 0.0027152447983098691 0.0078575396910309792 0.0037788095214636996 0.0056313614159080308 0.011714526284777094 0.0026279453741153702 0.0063472023102804087 0.0025424405466765165 0.0078010367251408743 0.23572749557206407 0.022655273023701739 0.0094745798924122937 0.0044155862851766869 0.013985190551466076 0.0075974115898134187 0.0049186730429937589 0.034803543308953522 0.011974405980254232 0.0080132590010180138 0.0082423507119528949 0.0082645261609286536 0.080205668090457038 0.010544634322286583 0.0051144812823622479 0.020132780882704537 0.029082755470881239 0.0053251350764185199 0.0097853976476471871 0.0056675653904676429 0.0099449604549590731 leaf_count=2 12 3 9 20 43 5 4 5 43 437 16 13 17 36 7 11 29 32 17 10 15 87 33 11 16 12 2 27 2 48 internal_value=-3.39426e-11 0.0127506 -0.0110441 -0.00029662 -0.0113472 0.00409111 0.0121522 -0.00783841 0.000216039 -0.00200607 0.00228283 0.00292604 -0.00116923 -0.0154798 0.00161587 0.00152664 0.00334795 0.00409101 0.00196371 0.0041633 0.00843567 0.00326069 -0.00862502 -0.0018047 0.00719079 0.0191702 0.00225501 -0.0103093 -0.00256611 -0.0121345 internal_weight=0.59887 0.013615 0.00575744 0.585255 0.0259474 0.0142328 0.0115176 0.00517039 0.559308 0.269527 0.289781 0.28415 0.261726 0.0259982 0.012013 0.261495 0.226622 0.221704 0.1869 0.174926 0.13112 0.0884702 0.0438052 0.0332605 0.0252473 0.0426502 0.0135675 0.0348725 0.0250871 0.0194195 internal_count=1024 14 11 1010 69 26 14 10 941 540 401 381 497 60 24 365 275 264 235 203 126 102 77 44 27 24 12 90 63 61 is_linear=0 shrinkage=0.03 Tree=222 num_leaves=31 num_cat=1 split_feature=15 6 15 6 17 15 14 14 1 20 15 3 17 14 6 3 14 14 17 6 17 11 3 15 11 3 15 3 2 15 split_gain=0.00249088 0.0066444 0.005708 0.00488711 0.00409524 0.00329755 0.00866351 0.00416871 0.00713252 0.00337424 0.00324534 0.00263681 0.00841535 0.00997849 0.00988847 0.00714043 0.0050516 0.00997187 0.00440743 0.0126324 0.00936588 0.00919396 0.0069054 0.00625324 0.00483727 0.00645412 0.00614677 0.00992348 0.00986852 0.00487692 threshold=75.121240477873911 0.86302248054119735 72.247640255897025 0.99466034793505442 49.89034831297586 64.375735619023374 64.5138888888889 47.698412698412703 0.324561403508772 0 73.124744826552998 0.92336588590477464 55.77727698071012 61.257309941520482 0.99999725812554507 0.85722973716618556 39.141414141414145 49.005847953216382 49.997939526889276 0.67807984807443578 49.007874055505773 0.34305841776474361 0.031672403532668481 54.946900020755862 0.2011598542787488 0.80361729743996568 43.762300029104495 0.49684701577749713 0.49074074074074076 33.702403105948484 decision_type=2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 -3 -4 9 7 8 -7 -1 -6 15 16 14 -14 18 -13 -18 19 20 21 23 -23 -11 26 29 -20 -28 -29 -26 right_child=1 3 4 -5 10 6 -8 -9 -10 11 -12 12 13 -15 -16 -17 17 -19 24 -21 -22 22 -24 -25 25 -27 27 28 -30 -31 leaf_value=-0.030065802494386507 -0.030203962093522333 0.011085273759349033 0.023777199297279356 -0.030120854873243525 0.020726190999153616 -0.03011899254157371 0.030142628136954626 -0.030180714250903327 0.0075055688694105156 0.0088415480423222441 -0.01275328798003565 0.025291062023790445 -0.030173744617430762 0.022224752016544298 0.0080752676795076469 -0.030300361512232196 -0.030248463132810179 0.013595055501718281 0.019660885549232374 -0.025595659286853683 0.029947536386168372 0.0063019034721481428 -0.024363562559705936 -0.030149831843544694 0.02469865116656994 0.021965440740471607 -0.030173156302189311 0.026678591127992628 -0.016146775520133567 -0.0017520853414978675 leaf_weight=0.0032616592648082587 0.0088118836756621022 0.012284450785955414 0.015702544813393615 0.0032826379174366602 0.00419901980785653 0.007299960510863456 0.0043762464774772516 0.01058523174651782 0.011970648542046547 0.041835602904029656 0.0068679150135722011 0.019073634524829686 0.015806978599357535 0.0083916827134089544 0.0098888197062478866 0.0070863858563825479 0.0056835915602277956 0.026149857556447387 0.02854234178448678 0.021655617392752902 0.0084900311921956018 0.0092877229199075373 0.022914174549441668 0.0040611202493892043 0.0064566379514872088 0.011571329847356537 0.0073083358256553757 0.012829751387471333 0.007779060248140012 0.2212276512527751 leaf_count=25 16 11 7 9 2 20 2 22 16 60 9 9 32 6 6 14 7 18 20 45 3 15 91 14 5 9 21 7 16 487 internal_value=-1.10015e-10 -0.00938732 0.000408445 0.00239612 0.0139264 -0.000269806 -0.00927724 -0.0150554 -0.00674711 0.000347743 -5.04938e-05 0.000547724 0.0053578 -0.00617816 -0.0154539 -0.000446886 0.0130823 0.00576717 7.68135e-05 -0.00510258 2.26857e-05 -0.00323042 -0.015519 0.00539144 0.00197269 0.000108795 0.00987124 -0.000137643 0.0105136 -0.001002 internal_weight=0.584683 0.024379 0.560304 0.0155671 0.0267695 0.533534 0.0342321 0.0298558 0.0192706 0.499302 0.0110669 0.49604 0.0849946 0.0340875 0.0256958 0.411046 0.0509071 0.0318334 0.403959 0.108244 0.0865887 0.0780986 0.0322019 0.0458967 0.295715 0.239256 0.0564595 0.0279171 0.0206088 0.227684 internal_count=1024 36 988 20 18 970 60 58 36 910 11 885 78 44 38 807 34 25 793 228 183 180 106 74 565 501 64 44 23 492 cat_boundaries=0 1 cat_threshold=8 is_linear=0 shrinkage=0.03 Tree=223 num_leaves=31 num_cat=1 split_feature=15 6 15 6 17 15 14 19 19 6 20 15 6 6 7 17 17 11 15 11 15 19 7 16 6 6 19 3 15 7 split_gain=0.00247206 0.00650722 0.00524556 0.00466301 0.00401426 0.00337409 0.00836634 0.00445088 0.00828281 0.00605643 0.0032351 0.00306928 0.00249095 0.00813642 0.00739184 0.00663957 0.00750004 0.00659132 0.0119592 0.00634114 0.0138292 0.00719105 0.00820898 0.0135151 0.00620978 0.0113448 0.00606431 0.00663489 0.0082799 0.0157997 threshold=75.121240477873911 0.86302248054119735 72.247640255897025 0.99466034793505442 49.89034831297586 64.375735619023374 64.5138888888889 55.503967525423 55.267422088656893 0.26552876719201807 0 73.124744826552998 0.9999140555050009 0.99956630379945877 0.16666666708333336 99.995893107219175 98.119103773584911 0.94819136767473278 35.871237244241243 0.7955521877015338 48.868277556722724 52.665352302363068 0.90750000036900014 57.089946851851856 0.99986348347970677 0.99986940936477675 52.577670392221044 0.92963742575175978 53.95010266313529 0.037393163106508878 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=2 -2 5 -3 -4 10 7 8 9 -7 -1 -6 13 15 -14 16 17 19 -19 21 -21 26 23 -23 -15 -26 27 28 -12 -30 right_child=1 3 4 -5 11 6 -8 -9 -10 -11 12 -13 14 24 -16 -17 -18 18 -20 20 -22 22 -24 -25 25 -27 -28 -29 29 -31 leaf_value=-0.030062984844939925 -0.030196120187130658 0.010947192097961132 0.023611298390243313 -0.030116467561151803 0.020287830445308814 0.01340156612099771 0.030140459734076225 -0.030178611990827289 0.030120282453527727 -0.030110457039586012 0.0017294069091754627 -0.012743840454675952 -0.030056125293531289 -0.030130501636671754 0.0098664287578313688 -0.030210556157876874 0.018130768136247064 0.01723903370961705 -0.030132282458991261 -0.021434892177160273 0.017687077948248586 -0.024878078575412722 -0.030215512882287934 0.012131497317677374 0.021067077252710949 -0.030244228602865304 0.028622739331220094 0.013412258546802398 0.010544517218610118 -0.030178989518852301 leaf_weight=0.003119645984043018 0.0086649421573383734 0.011974461973295547 0.015057432377943769 0.0031418279722856832 0.0040510451071895659 0.0040741508419159808 0.004199463175609707 0.011033976112230448 0.0043433314422145477 0.0098141762282466516 0.16673657695719157 0.0067505128099583089 0.0045484177953767349 0.013749192331488302 0.050714110220724251 0.0060678047957480876 0.022754098714358406 0.0069623537128791204 0.01541771661140956 0.0098990592769041541 0.04555499181515188 0.01514961870816478 0.013968668070447166 0.021459580035298131 0.0084492817404679954 0.0071680278233543513 0.0073479054408380753 0.033043677278328687 0.014140354751361883 0.021783133588542114 leaf_count=25 16 11 7 9 2 4 2 24 2 28 342 9 38 61 56 15 23 6 51 32 34 48 26 22 4 13 3 28 21 62 internal_value=-2.84247e-11 -0.00946888 0.000411397 0.00241236 0.0136001 -0.000242576 -0.00945771 -0.0151398 -0.00603823 -0.0173462 0.000389317 -0.000355554 0.000585228 -0.000185903 0.00658058 0.0009323 0.00141165 0.000387518 -0.0153952 0.00139937 0.0107034 -0.000357777 -0.0106495 -0.00318381 -0.0154278 -0.00248377 0.00178387 0.000947189 -0.00108524 -0.0141492 internal_weight=0.57114 0.0237812 0.547358 0.0151163 0.025859 0.521499 0.0334651 0.0292656 0.0182317 0.0138883 0.488034 0.0108016 0.484915 0.429652 0.0552625 0.400286 0.394218 0.371464 0.0223801 0.349084 0.0554541 0.29363 0.0505779 0.0366092 0.0293665 0.0156173 0.243052 0.235704 0.20266 0.0359235 internal_count=1024 36 988 20 18 970 60 58 34 32 910 11 885 791 94 713 698 675 57 618 66 552 96 70 78 17 456 453 425 83 cat_boundaries=0 1 cat_threshold=8 is_linear=0 shrinkage=0.03 Tree=224 num_leaves=31 num_cat=0 split_feature=17 16 1 17 15 7 3 1 19 19 3 1 6 19 19 1 15 10 1 10 3 14 10 17 19 1 10 3 3 15 split_gain=0.00241355 0.00548346 0.00414198 0.0034065 0.0077111 0.00411623 0.0037277 0.00261731 0.00251554 0.0114924 0.0085201 0.00806826 0.00827841 0.00789184 0.00937566 0.00783985 0.00610132 0.00571637 0.00608135 0.00445213 0.0104825 0.00764358 0.00644747 0.00449176 0.0042242 0.00823265 0.00916188 0.00618805 0.00551374 0.011489 threshold=3.6511404627855728 49.999999972222227 0.10263157894736842 25.923643148104102 44.800764537007758 0.42166666550000004 0.18126586201670075 0.65476190476190488 48.195990100219682 51.636264670105319 0.49684701577749713 0.5590277777777779 0.99768491937017512 50.031023377356419 49.610940926581463 0.44949494949494956 46.420188995357954 0.9999949408586376 0.8257575757575758 0.9999949408586376 0.51146094342529735 62.731481481481488 0.99998731928945495 99.995893107219175 43.524576723190414 0.21825396825396828 0.96350340497825504 0.99862335826171078 0.31000052468826317 55.535604307341643 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -2 7 -7 11 10 -10 15 16 14 -12 24 17 18 -13 22 21 -21 23 -11 28 -26 27 -27 -5 -30 right_child=3 -3 -4 8 -6 6 -8 -9 9 19 13 12 -14 -15 -16 -17 -18 -19 -20 20 -22 -23 -24 -25 25 26 -28 -29 29 -31 leaf_value=0.025861494690094675 -0.030098231430859171 0.030173330270228466 -0.030437728797331635 0.010717949780378225 -0.030100911385298943 -0.03013651196791382 0.028294550946199881 0.014624415972036323 -0.030073055834717852 0.0017088128839327268 -0.030073364403067817 -0.030094033257416882 -0.030170803377283652 -0.030219750816257766 0.01825941624348261 -0.030145094314887964 0.023245815275817209 0.03019903307480894 0.0081241109733478159 0.015851988279374781 -0.030191198868696575 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0.0131559 -0.0104721 -0.000296668 -0.0113584 0.00410023 0.0123528 -0.00754853 0.00021255 -0.0013532 -0.0151855 0.00299145 0.0122493 -0.00410996 0.00609119 -0.00119133 0.015259 0.00264155 -0.00619712 0.000893595 -0.00980353 0.00502763 0.00220192 0.00118154 0.000695393 -0.00511989 0.00560037 -0.0183737 0.00608671 -0.0109417 internal_weight=0.556556 0.0122737 0.00513877 0.544282 0.023953 0.0131264 0.0105746 0.00470324 0.520329 0.33281 0.046505 0.187519 0.0583568 0.0266666 0.0191749 0.129163 0.0544906 0.0211221 0.0159926 0.286305 0.0312007 0.0180617 0.255104 0.243939 0.121261 0.0583367 0.0306255 0.00976982 0.0629242 0.0134544 internal_count=1024 14 11 1010 69 26 14 10 941 596 185 345 90 59 37 255 71 46 44 411 76 38 335 327 225 126 58 33 99 32 is_linear=0 shrinkage=0.03 Tree=225 num_leaves=31 num_cat=0 split_feature=19 17 16 1 17 15 7 14 7 14 6 9 17 11 19 16 10 7 6 14 1 6 1 19 19 14 17 11 1 14 split_gain=0.00237942 0.00227883 0.00529442 0.00392034 0.00347837 0.00727406 0.0038441 0.00241844 0.0115146 0.00709734 0.00685996 0.00649689 0.00883546 0.0123467 0.00713955 0.00555351 0.00437189 0.0109866 0.00918538 0.00866224 0.00750381 0.00525298 0.00495729 0.00801762 0.00738824 0.00590298 0.00491946 0.00781043 0.00777232 0.00955677 threshold=67.20204536709997 3.6511404627855728 49.999999972222227 0.10263157894736842 25.923643148104102 44.800764537007758 0.42166666550000004 60.858585858585869 0.15192307962500004 57.359307359307373 0.35674176642190103 0.97368421000000016 49.995301529503166 0.5715601859572651 60.154364603913997 49.999999972222227 0.901548481233715 0.6666666583333335 0.87035768472432784 22.474747474747478 0.77350427350427353 0.90926966808288112 0.68990384615384626 55.503967525423 55.267422088656893 38.278388278388285 72.668319985788443 0.73678840970239012 0.29285714285714293 41.447368421052637 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 -3 9 -9 16 -10 12 -12 -14 -15 -16 17 18 20 -18 22 -21 23 24 25 -6 -23 28 29 -28 right_child=-2 4 -4 -5 7 -7 -8 8 10 -11 11 -13 13 14 15 -17 19 -19 -20 21 -22 26 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=0.025544412947120933 -0.030125691271366568 -0.030094038878739637 0.030169305375690694 -0.030424987342772859 0.0043286681469782862 -0.030097285264233723 0.011781163312249376 -0.030118736162463834 -0.030126112669557815 -0.021229068734114051 0.018666839983093982 0.024747407235891097 -0.030128074688437465 0.01997027983114465 0.023417221943041723 -0.030182207912040702 -0.030119713470504104 -0.026118193617643577 -0.030134888435929489 0.025753703546282435 -0.030124585885146875 0.0061221590944999004 0.01982871624407195 -0.030226007850361922 0.027772741814577045 -0.017717957871740627 -0.030069813666418987 0.0024194369544382126 -0.030079962305137219 0.02353733245274529 leaf_weight=0.0017448749422328547 0.0023494057568314011 0.0024434928418486388 0.0068779673893004656 0.003177298935042927 0.0564018130680779 0.010431957696710015 0.010246223726426251 0.0077946929727659145 0.0040439120912196804 0.014507875876006437 0.024906492908485234 0.019967539454228245 0.01153626657287532 0.015239981650665868 0.0024607270315755159 0.0059379849990364164 0.0071881027597555649 0.017958750597244943 0.0089348580513615161 0.0090240387871745043 0.0063449970184592521 0.14177980610111263 0.014369603479281068 0.0068979940697317934 0.0098779214895330369 0.013557582189605455 0.0050459273952583317 0.079312562142149545 0.015624267034581862 0.0073566050778026693 leaf_count=2 8 12 3 9 73 43 14 51 14 48 19 10 37 16 2 11 41 44 31 8 23 180 9 10 4 63 26 115 92 6 internal_value=-1.67247e-10 0.000130829 0.0131698 -0.0105842 -0.00015992 -0.0115388 0.0037178 0.000359964 0.00476299 -0.00061686 0.00799623 0.00992209 0.00499503 -0.00468563 0.00773091 -0.0144782 0.000131347 -0.00427814 -0.000908112 0.00236397 0.0015222 0.0032685 0.00350825 0.000804404 0.00348545 5.62049e-05 0.002454 -0.00239112 -0.0160044 0.00172745 internal_weight=0.543342 0.540992 0.0118001 0.00492217 0.529192 0.0231217 0.0126897 0.50607 0.0918876 0.414183 0.0840929 0.080049 0.0600815 0.035175 0.0236387 0.00839871 0.399675 0.134344 0.116385 0.265331 0.10745 0.258143 0.101105 0.0867353 0.0798373 0.0699594 0.249119 0.107339 0.0280268 0.0124025 internal_count=1024 1016 14 11 1002 69 26 933 160 773 109 95 85 66 29 13 725 257 213 468 182 427 159 150 140 136 419 239 124 32 is_linear=0 shrinkage=0.03 Tree=226 num_leaves=31 num_cat=0 split_feature=19 17 16 1 17 15 7 3 1 11 15 11 7 15 9 15 10 6 10 6 3 11 19 1 17 11 11 1 16 9 split_gain=0.00228259 0.00221502 0.00503853 0.00377912 0.00321092 0.00701624 0.00365727 0.00368297 0.00249656 0.00220564 0.00653963 0.00572716 0.0055946 0.00604771 0.0043804 0.00577355 0.00658136 0.0156824 0.00559531 0.00722226 0.00584073 0.00702265 0.00481385 0.00465217 0.00439837 0.00434275 0.00907429 0.00479404 0.00753977 0.010135 threshold=67.20204536709997 3.6511404627855728 49.999999972222227 0.10263157894736842 25.923643148104102 44.800764537007758 0.42166666550000004 0.18126586201670075 0.65476190476190488 0.49311782270730814 62.694508768530831 0.52550931890161545 0.22539682200000002 70.100727060218972 0.63624338321502061 75.121240477873911 0.66506357917859904 0.86861855165276247 0.53999952233593318 0.47578412449695873 0.34735238035374444 0.48316149157865351 39.703858782147428 0.97368421052631593 72.668319985788443 0.53082749819672792 0.55525857029752357 1.0000000180025095e-35 46.666666816666677 0.30555555862139927 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 -3 8 -8 14 11 -11 13 -12 15 16 18 -18 19 20 -6 -22 -19 -17 -24 -13 -27 -28 29 -29 right_child=-2 4 -4 -5 9 -7 7 -9 -10 10 12 25 -14 -15 -16 23 17 22 -20 -21 21 -23 24 -25 -26 26 27 28 -30 -31 leaf_value=0.025343892476848432 -0.030121235614854001 -0.030090911588855802 0.030165138535472254 -0.030409740154246318 0.020863918088193968 -0.030092885992460967 -0.030131565703871925 0.028143245854722419 0.014032609760274189 -0.030070236386923507 -0.030090391488327272 0.024041713359169669 -0.030145764335206996 0.016166649942209448 0.022402763114577937 -0.030160308326813455 -0.030162897102647815 -0.030079531949286944 0.02304545289163774 -0.03016360882848752 -0.030129931116679137 0.028792947741271106 0.0039999697057373947 0.010247732002395895 -0.030064133272870212 -0.030162576491671374 0.01182934499615646 0.0026121693350133015 0.0025099857775831946 -0.030063491073412007 leaf_weight=0.0017095468065235764 0.0022546168911503619 0.0023369605660263923 0.0066114112269133329 0.0030396878355531953 0.01544393052245141 0.009923053881720989 0.0023223677271744236 0.0054940773770795204 0.0022858408847241662 0.0055819995850470141 0.004032609261230391 0.0069473821931751436 0.012790633263648488 0.0068899437537766062 0.0093812659979448654 0.0088149722942034714 0.014385969399882015 0.0039898016029837882 0.023013368700048886 0.0048566684417892239 0.0054579775842285017 0.0027314915496390313 0.15989303055448545 0.0036162189207971105 0.0034858347380577462 0.0086398148887383286 0.032207225891397684 0.017482476598161156 0.1274594844553576 0.01670767331688694 leaf_count=2 8 12 3 9 13 43 5 4 5 39 17 6 38 8 7 21 39 16 16 11 13 2 237 3 23 26 40 46 190 122 internal_value=-2.29516e-10 0.000128735 0.013232 -0.0103405 -0.000159662 -0.0112785 0.0037301 0.0115539 -0.00822451 0.000343859 -0.00172856 -7.9693e-05 -0.0166801 -0.000911461 0.00228359 0.00151537 0.00257703 -0.000105445 0.0120434 0.00315638 0.0100036 -0.010477 0.00247811 -0.0184057 0.00327318 0.0007196 -8.05495e-05 0.00126015 -0.00084567 -0.0133554 internal_weight=0.529787 0.527533 0.0113606 0.00474923 0.516172 0.0223623 0.0124392 0.0101023 0.00460821 0.49381 0.238739 0.215026 0.0237132 0.0109226 0.255071 0.245689 0.233258 0.181755 0.0515034 0.0284901 0.0236334 0.00818947 0.167369 0.0124312 0.163379 0.209444 0.202497 0.193857 0.16165 0.0341901 internal_count=1024 1016 14 11 1002 69 26 14 10 933 532 469 63 25 401 394 370 315 55 39 28 15 276 24 260 430 424 398 358 168 is_linear=0 shrinkage=0.03 Tree=227 num_leaves=31 num_cat=1 split_feature=19 15 6 15 9 15 14 19 19 6 20 15 6 6 7 6 6 7 14 6 7 10 19 1 3 19 15 15 6 9 split_gain=0.00219104 0.00205179 0.00564311 0.00473129 0.00383902 0.00304642 0.00762876 0.00381581 0.00726402 0.00531206 0.00290855 0.00283979 0.00264897 0.00738294 0.0067757 0.00567215 0.0102443 0.00345252 0.0139736 0.00576123 0.00490752 0.0134475 0.00523944 0.00447734 0.0070043 0.00401769 0.00507188 0.00781191 0.0065336 0.00509708 threshold=67.20204536709997 75.121240477873911 0.86302248054119735 72.247640255897025 0.49999999625000008 64.375735619023374 64.5138888888889 55.503967525423 55.267422088656893 0.26552876719201807 0 77.338845698976584 0.9999140555050009 0.99956630379945877 0.16666666708333336 0.99986348347970677 0.99986940936477675 0.8964285727500001 43.899521531100483 0.99568396605902965 0.63082122517399031 0.9999949408586376 59.804028863810764 0.97368421052631593 0.12283896843446927 59.070421115753156 61.03235434090373 58.607309174415178 0.9983615571453025 0.93160714667755118 decision_type=2 2 2 2 2 2 2 2 2 2 9 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 5 -4 10 7 8 9 -7 -1 -6 13 17 -14 -15 -17 20 19 -19 22 23 25 24 -22 26 27 29 -28 -12 right_child=-2 2 4 -5 11 6 -8 -9 -10 -11 12 -13 14 15 -16 16 -18 18 -20 -21 21 -23 -24 -25 -26 -27 28 -29 -30 -31 leaf_value=-0.030055459548119837 -0.030117218368405897 -0.030180063842502262 -0.030102491731018866 0.013665398072080951 -0.012852327645430053 0.013301578773380033 0.030127943744790768 -0.030158110195507196 0.030106680651512514 -0.030100997778974837 -0.0036166353634333069 0.020310523908378831 -0.030050316992783002 -0.030122042917337215 0.010494298418687126 0.020563261207031724 -0.03023077413505159 0.012184334605377052 -0.030157587125481573 -0.030118470820089227 -0.030085343906978559 -0.03023403327158394 0.018195467217032149 0.028913796659851412 0.013242877131375737 -0.030259543646741813 0.013217416944331498 -0.030202630332064242 -0.030117288202538107 0.0080557346550336958 leaf_weight=0.0027886877105629537 0.0021649391201208337 0.0073820239704218684 0.0026373914115538364 0.023459222866222262 0.0033419493993278593 0.0035766266664722943 0.0038174900691956273 0.0097130566209671088 0.0037677281070500604 0.008738709831959568 0.15051097022660542 0.0076290836514090188 0.0040375627386310944 0.012482609170547221 0.045673463804632775 0.0078709395893383771 0.0065452054877823693 0.021470624349603895 0.015056189820825239 0.0033494855042590635 0.003682547037897165 0.0068239516622270449 0.013764548399194609 0.014217696996638551 0.038087238181105931 0.0041036261682165778 0.036286220862166374 0.0086138380775082624 0.0034270211108378126 0.043373067635911866 leaf_count=25 8 15 8 18 5 4 2 24 2 28 422 7 38 61 51 4 13 20 38 11 12 13 11 7 38 5 40 31 9 54 internal_value=-1.39215e-11 0.000126304 -0.00906046 0.000515681 0.00239607 -0.000138189 -0.00945341 -0.0153109 -0.00634427 -0.017496 0.000485689 0.0102086 0.000679532 -0.000152465 0.00720124 -0.0153173 -0.0024982 0.000971989 -0.00735611 0.00647555 0.00200049 0.00952639 0.000182922 0.0143725 0.00942293 -0.000823655 -0.000324941 -0.00224744 0.00947788 -0.00100545 internal_weight=0.518394 0.516229 0.0209904 0.495238 0.0136084 0.471779 0.0296136 0.0257961 0.0160831 0.0123153 0.442165 0.010971 0.439377 0.389666 0.049711 0.0268988 0.0144161 0.362767 0.0398763 0.0248201 0.322891 0.0628114 0.260079 0.0559875 0.0417698 0.246315 0.242211 0.202498 0.0397132 0.193884 internal_count=1024 1016 35 981 20 963 60 58 34 32 903 12 878 789 89 78 17 711 69 31 642 70 572 57 50 561 556 507 49 476 cat_boundaries=0 1 cat_threshold=8 is_linear=0 shrinkage=0.03 Tree=228 num_leaves=31 num_cat=0 split_feature=17 16 1 17 19 16 11 11 14 14 3 17 10 19 11 11 16 3 11 19 19 11 17 14 19 19 14 14 2 1 split_gain=0.00211613 0.00465312 0.00346744 0.00299103 0.00507914 0.00641186 0.00249339 0.00555871 0.00555431 0.00576463 0.0049196 0.00518449 0.0051199 0.00840051 0.00467381 0.00518023 0.00674923 0.00640932 0.00611383 0.00750909 0.00779302 0.00603655 0.00647942 0.0113877 0.00594226 0.0053907 0.00578184 0.0088874 0.00581924 0.00532864 threshold=3.6511404627855728 49.999999972222227 0.10263157894736842 25.923643148104102 35.028787228769609 57.597402400000014 0.49311782270730814 0.52550931890161545 22.474747474747478 28.474903474903478 0.15692685995915734 29.479868914828241 0.9999949408586376 39.75696863747261 0.53082749819672792 0.7955521877015338 36.165698707280605 0.23244928776126447 0.89304175887706738 52.978019117504893 63.16583432409341 0.5715601859572651 52.890334956943029 60.858585858585869 53.265269905232039 54.843944828764144 35.750035750035757 43.756496881496894 1.0000000180025095e-35 0.68990384615384626 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -6 8 -8 -5 -10 12 -12 13 -11 -9 16 -16 21 29 -20 24 -18 -23 -24 -21 -26 -27 -28 -29 -17 right_child=3 -3 -4 6 5 -7 7 14 9 10 11 -13 -14 -15 15 18 17 -19 19 20 -22 22 23 -25 25 26 27 28 -30 -31 leaf_value=0.025061815438022123 0.023296896132365387 0.030155488894933479 -0.03037566790040945 -0.030150765412589285 -0.03008989430665707 0.0085121708697285855 -0.030067011889644054 0.023621978170340677 0.018901155139239782 0.0084742003083551534 -0.030115316653619273 0.0040708814707418033 0.012745770680827277 -0.030112877142030876 -0.030088522729521224 0.0013600949596243128 -0.030144903112531447 -0.011877519823942299 -0.023211264807159654 0.027389503479829786 -0.030199051713254696 0.026561995140474928 -0.030079841127916288 0.027216199564649914 -0.030104255931020531 0.021529125123520086 -0.03024096422235982 -0.030233353260636676 0.0074783308301564497 0.024064710176300033 leaf_weight=0.0015930473600747064 0.0032189197172556297 0.0061460449360311031 0.0028004201194562484 0.0046516336196873445 0.012030342368234415 0.0057110359412035896 0.0061935172461744506 0.0065964352033915921 0.018787309782055672 0.0077557423501275471 0.0040793346088321405 0.18760258454994982 0.0069070765603100872 0.01470499607421516 0.010741775119640806 0.019972253180640109 0.0035753867668972808 0.043533887034755026 0.013377236282394733 0.0084622025606222451 0.0066411734896973931 0.012754691861118772 0.0068030646034458186 0.0057697461888892576 0.0047450028177991035 0.012296462111407891 0.0080891287871054374 0.0040586189934401764 0.039751146681737737 0.017415274518498336 leaf_count=2 4 3 9 20 58 7 43 6 16 11 11 264 10 69 79 41 10 108 64 3 19 8 40 4 21 8 16 7 47 16 internal_value=1.71175e-10 0.013302 -0.0102743 -0.000282526 -0.0113733 -0.0176637 0.000206602 -0.00202996 0.00231773 0.00294746 0.00159153 0.00334334 -0.00984241 -0.0167887 -0.00125676 -0.00200961 -0.00789714 -0.00460634 0.00162308 -0.00233475 0.000988166 0.00634559 0.0114968 -0.00378631 0.00366404 0.000751821 0.00303255 -0.00134986 0.00398465 0.011936 internal_weight=0.506765 0.0105395 0.00439347 0.496226 0.0209603 0.0177414 0.475266 0.230777 0.244489 0.239837 0.22105 0.191682 0.0293678 0.0224607 0.224583 0.217987 0.0831786 0.0724368 0.134808 0.097421 0.0840437 0.0289029 0.0253275 0.0125728 0.0774026 0.0689404 0.0641954 0.0518989 0.0438098 0.0373875 internal_count=1024 14 11 1010 69 65 941 540 401 381 365 275 90 80 497 491 249 170 242 185 121 62 52 44 102 99 78 70 54 57 is_linear=0 shrinkage=0.03 Tree=229 num_leaves=31 num_cat=0 split_feature=19 19 19 19 6 6 6 7 6 3 17 3 1 1 3 11 11 10 3 16 11 6 19 10 6 3 10 3 14 11 split_gain=0.00204812 0.0108399 0.00731535 0.0101843 0.00590255 0.00488337 0.00618978 0.00520867 0.00859484 0.00825409 0.0061303 0.00984883 0.0079846 0.0127274 0.00718312 0.00840227 0.00760153 0.00648224 0.00520549 0.00510156 0.00478468 0.00803462 0.00435967 0.00428296 0.0132049 0.00420132 0.00386536 0.00904504 0.00642792 0.00573207 threshold=48.400558795493097 51.636264670105319 50.031023377356419 49.610940926581463 0.99346716380928057 0.99997618788042197 0.9999140555050009 0.66666666333333346 0.99880700509453846 0.99862335826171078 49.007874055505773 0.31000052468826317 0.59166666666666667 0.26969696969696977 0.30348744709429742 0.23264735320436811 0.29795484335365924 0.99845980200813611 0.72389648318908495 33.333333208333336 0.43094791655243309 0.98248172628907138 43.212917129944991 0.99974134460868724 0.062932073462562035 0.031672403532668481 0.9999949408586376 0.51146094342529735 62.731481481481488 0.23264735320436811 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 3 -2 -5 6 7 8 9 10 11 14 13 17 15 -1 -17 20 -19 22 21 -12 -14 24 -9 -18 29 28 -28 -3 right_child=1 26 -4 4 -6 -7 -8 23 -10 -11 12 -13 19 -15 -16 16 25 18 -20 -21 -22 -23 -24 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.03011212344581812 -0.030056085243957267 0.011158901236159263 -0.030134460684316799 0.018674980170397332 -0.0301091002693556 -0.030085053348883048 0.030269621869576043 0.02540308696863839 -0.030112272124999086 0.022994977994745217 -0.030186534905625347 -0.03014931729462381 0.016792778946469841 -0.030106245674986529 0.030107703204418596 0.028194871608418871 0.00387890077083509 -0.030133713480246248 0.030083785513624402 0.025282791445049125 0.017972837069784576 0.019280864047770182 -0.030099958544862811 0.027066992840042083 -0.030141223956078197 -0.03010194947956539 0.015086647607398248 -0.030171489042996404 -0.030139476731177353 -0.00044006194910850983 leaf_weight=0.0094178086210376932 0.0090973890355598996 0.048793728386954172 0.017989180166296137 0.012589145873789676 0.0027132459126733019 0.0040857965195755233 0.0072410847060382358 0.0098210468786419369 0.0081644225829222705 0.014513280388200656 0.0058579207689035684 0.01429921039743931 0.0040002676614676594 0.011717689907527529 0.005716827465221285 0.0075129845135961651 0.0084353999154700432 0.0068249048617872177 0.0015936789568513632 0.020051336799951969 0.024719990080484422 0.0059633523342199624 0.0032212445657933131 0.01238002696481999 0.006338111503282561 0.0053524101549555789 0.012334139817539835 0.011490342175420665 0.0036699094525829415 0.17907701849981095 leaf_count=39 68 43 84 16 20 26 2 10 49 10 13 58 6 51 2 5 15 26 1 14 28 4 13 6 16 30 22 38 16 293 internal_value=-3.83792e-11 -0.00157058 -0.01562 -0.00491903 0.0100251 0.00237109 0.00305767 0.00199774 -0.000140776 0.00149932 -0.000816989 -0.00905006 0.00415859 -0.00225936 -0.000769579 -0.00651594 0.00391674 0.00499825 -0.0187342 0.0174962 0.0104659 -0.00523224 -0.0041243 0.0137893 0.00361693 -0.00931242 0.000761538 -0.00986416 0.00471579 0.00204361 internal_weight=0.494983 0.297754 0.042389 0.0243998 0.0153024 0.197229 0.193143 0.185902 0.157363 0.149198 0.134685 0.0507346 0.0839504 0.0566775 0.0364354 0.0307186 0.0213008 0.0449598 0.00841858 0.0272728 0.0365413 0.0118213 0.00722151 0.0285392 0.0161592 0.0137878 0.255365 0.0274944 0.016004 0.227871 internal_count=1024 600 188 104 36 424 398 396 364 315 305 149 156 123 91 89 50 72 27 33 45 17 19 32 26 45 412 76 38 336 is_linear=0 shrinkage=0.03 Tree=230 num_leaves=31 num_cat=0 split_feature=17 16 1 17 19 16 17 6 7 10 19 6 16 19 11 19 14 7 19 3 7 16 19 19 6 10 11 1 16 16 split_gain=0.00198723 0.00424497 0.00315613 0.00267304 0.00456229 0.0059953 0.00225121 0.00592001 0.0141186 0.0112938 0.0110612 0.00829921 0.00578293 0.00556162 0.00793302 0.00528738 0.00584443 0.00591673 0.00528414 0.00987007 0.0087348 0.0050692 0.00485621 0.00617243 0.00639799 0.00712813 0.00779154 0.00938345 0.00602091 0.00526749 threshold=3.6511404627855728 49.999999972222227 0.10263157894736842 25.923643148104102 35.028787228769609 57.597402400000014 56.147161542596258 0.95372126032243798 0.46966911707031261 0.97612585019922704 52.577670392221044 0.92365541942101947 64.468864119611183 55.267422088656893 0.37444525125657907 47.309600758140384 36.851851851851862 0.12499999718750003 54.941146460112286 0.50727176031642462 0.32953560918668051 71.299533693249074 54.900677582907242 52.665352302363068 0.9999232095811722 0.99984004415445416 0.099746799694847829 0.10263157894736842 58.908730013640884 27.670939802884611 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 8 11 -9 15 13 22 14 -8 16 -11 -18 19 -12 -20 -14 23 24 25 26 27 -5 -29 -28 right_child=3 -3 -4 6 5 -7 7 9 -10 10 18 -13 21 -15 -16 -17 17 -19 20 -21 -22 -23 -24 -25 -26 -27 29 28 -30 -31 leaf_value=0.024780285686383085 0.022813486007067996 0.030147495456219267 -0.030348934228507193 0.01952353544632834 -0.030082159420645554 0.0084009211844202972 0.022682084072206218 0.016106096033823236 -0.026526970775575975 -0.030070479135524335 0.019671242217793185 -0.030111668035273053 -0.030164865960793225 0.014830436479407868 -0.022810077041604968 -0.030076503433763859 -0.030050290482998714 0.015112150857953133 -0.030185703990877225 -0.030080540890783231 0.0017365432032168794 0.0079384984196075436 0.014474907107298336 -0.030154061858962734 -0.030140075391612915 0.015626247984455739 -0.030060318305499489 -0.030182821043737835 0.018113968359401197 0.0064861288500511639 leaf_weight=0.0014759095065528527 0.0030081915192567968 0.0056772568495944142 0.0025483742101641838 0.0057961953407357205 0.011025355313904583 0.0054417532373918212 0.0051205011914134948 0.036662735532445367 0.026189769252596307 0.0066739191388478494 0.026282012288902479 0.0066591259219421764 0.0086415533914987464 0.024921981588704512 0.010574279045613366 0.015562558926831116 0.0034615639924595607 0.010622299785609357 0.0087081688623129594 0.0041563080039850311 0.067608300853862602 0.0049379564006812879 0.032638591186696431 0.0052776236761928877 0.0051015402350458308 0.03581109301012475 0.0037228099354251745 0.017520506051369011 0.0026782160857692352 0.0762043612630805 leaf_count=2 4 3 9 7 58 7 5 32 86 49 35 27 20 25 55 120 35 10 26 21 94 7 28 17 14 28 22 41 2 135 internal_value=-4.98489e-11 0.0134399 -0.0101302 -0.000276827 -0.0111589 -0.017365 0.000192533 -0.00168222 -0.00885727 0.0012505 -0.00255622 0.000931341 0.00258598 0.00602085 -0.00796803 -0.016857 -0.00694598 0.00401202 0.0023092 0.0128777 -0.00190598 -0.0163092 0.00397481 0.00172182 0.00286752 0.0040556 0.000143686 -0.0141236 -0.023779 0.00478389 internal_weight=0.480711 0.00970154 0.00402428 0.471009 0.0194753 0.0164671 0.451534 0.253204 0.0734657 0.179738 0.143075 0.0472759 0.19833 0.0406168 0.0156948 0.0363203 0.0207578 0.0140839 0.106755 0.0304383 0.0763165 0.0135795 0.184751 0.152112 0.146835 0.141733 0.105922 0.0259949 0.0201987 0.0799272 internal_count=1024 14 11 1010 69 65 941 620 198 422 390 112 321 85 60 214 94 45 176 56 120 27 294 266 249 235 207 50 43 157 is_linear=0 shrinkage=0.03 Tree=231 num_leaves=31 num_cat=1 split_feature=15 6 15 17 9 15 14 19 19 6 20 15 15 6 6 17 17 11 15 11 15 17 10 10 10 14 17 10 17 3 split_gain=0.00204277 0.00520804 0.00423652 0.00349026 0.00335471 0.00264576 0.00678405 0.00349611 0.00646611 0.00464631 0.00258834 0.00257904 0.00246921 0.00213203 0.00631581 0.00535724 0.00573005 0.00523997 0.0101137 0.00510436 0.0115679 0.00588109 0.0091692 0.0206821 0.00893596 0.00630691 0.00583459 0.0065566 0.00709718 0.00617957 threshold=75.121240477873911 0.86302248054119735 72.247640255897025 49.89034831297586 0.49999999625000008 64.375735619023374 64.5138888888889 55.503967525423 55.267422088656893 0.26552876719201807 0 73.124744826552998 77.338845698976584 0.9999140555050009 0.99956630379945877 99.995893107219175 98.119103773584911 0.94819136767473278 35.871237244241243 0.7955521877015338 48.868277556722724 58.897539295194612 0.9552989067815697 0.97612585019922704 0.99998964906937782 49.005847953216382 49.997939526889276 0.97612585019922704 48.719291135760791 0.92963742575175978 decision_type=2 2 2 2 2 2 2 2 2 2 9 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 -3 10 7 8 9 -7 -1 -5 -6 14 15 16 17 19 -19 21 -21 26 -23 -24 -25 -26 27 28 29 -12 right_child=1 4 3 11 12 6 -8 -9 -10 -11 13 -13 -14 -15 -16 -17 -18 18 -20 20 -22 22 23 24 25 -27 -28 -29 -30 -31 leaf_value=-0.030049691124422032 -0.030168524814661028 -0.030093288167218849 0.023761910597983674 0.019952330034554842 -0.012454231686883348 0.012792078068179032 0.030117249172959139 -0.03014603566495665 0.030099545278210318 -0.030091338926314968 -0.0061290644064445083 -0.013040570057032489 0.019639250894896532 0.0065998885418700219 -0.015092821357381249 -0.030178156999832347 0.017422978912863159 0.017219995817945005 -0.03011470727465429 -0.020957811164606217 0.017637928542098818 -0.025068528819894784 0.022478387522606291 -0.026685582161808857 -0.030065275002451236 0.014209934192143584 0.0098900526862501781 -0.030179310481703175 0.024884390446592828 0.016843658018027851 leaf_weight=0.0025023329817486228 0.0070229119355644789 0.0023545411495433663 0.012399756553350016 0.0034069150569848716 0.0031285457807825878 0.0032344185892725363 0.0034025881905108682 0.0087892530027602334 0.003387864097021521 0.0076570898563659284 0.067606983084260719 0.005699790664948523 0.0069519023963948712 0.046418195478054258 0.024009015477531648 0.0049330239780829279 0.018739597500825766 0.0059599476080620653 0.012760569656165899 0.0085838514069109806 0.037617374957335414 0.019379470412332012 0.02113825789274415 0.022369624831299006 0.0038727953542547775 0.01147570124885533 0.063935644631783362 0.0068083327496424309 0.0094939695227367338 0.012484472965297755 leaf_count=25 16 8 7 2 5 4 2 24 2 28 194 9 7 94 78 15 23 6 51 32 34 76 17 119 22 18 76 12 6 12 internal_value=7.83486e-12 -0.00951594 0.000413243 0.0134048 0.00214802 -0.000241769 -0.00942717 -0.0152599 -0.00609719 -0.0173564 0.000365967 -0.000697577 0.00967879 0.000557397 -0.000241312 0.000848585 0.00132358 0.000329479 -0.015045 0.0013402 0.0104671 -0.000427349 -0.00717031 -0.00127701 -0.0145902 0.00303823 0.00286301 -0.00179786 0.000359079 -0.00254813 internal_weight=0.467525 0.0194579 0.448067 0.0215065 0.012435 0.42656 0.0264712 0.0230686 0.0142794 0.0108915 0.400089 0.00910671 0.0100804 0.397587 0.351169 0.32716 0.322227 0.303487 0.0187205 0.284766 0.0462012 0.238565 0.0782358 0.0588564 0.0377181 0.0153485 0.160329 0.0963938 0.0895854 0.0800915 internal_count=1024 36 988 18 20 970 60 58 34 32 910 11 12 885 791 713 698 675 57 618 66 552 252 176 159 40 300 224 212 206 cat_boundaries=0 1 cat_threshold=8 is_linear=0 shrinkage=0.03 Tree=232 num_leaves=31 num_cat=0 split_feature=15 6 15 17 9 15 15 15 11 3 16 11 11 10 17 15 3 7 19 14 1 1 3 2 10 1 6 10 6 11 split_gain=0.00196294 0.00490067 0.00394802 0.00337041 0.00324617 0.00247756 0.00239181 0.00230399 0.00208722 0.00586074 0.00725672 0.00535157 0.00938438 0.005321 0.00884278 0.00396247 0.00971677 0.00518827 0.00375612 0.00430717 0.0037242 0.0065007 0.00361776 0.00359282 0.00350713 0.0051013 0.00348638 0.00531393 0.00662243 0.0065215 threshold=75.121240477873911 0.86302248054119735 72.247640255897025 49.89034831297586 0.49999999625000008 70.327432428522073 73.124744826552998 77.338845698976584 0.97072649462307703 0.25434369456103484 81.880326567972716 0.7955521877015338 0.61204350697756149 0.97893178928711733 81.905491730850699 47.639929940851601 0.065952560042497152 0.32953560918668051 52.978019117504893 20.972222222222225 0.15587044534412961 0.13809523809523813 0.80361729743996568 0.49074074074074076 0.99991750267989132 0.087121212121212169 0.9999140555050009 0.99990962960182805 0.9999232095811722 0.59563704038758469 decision_type=2 2 2 2 2 2 2 2 2 2 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 -3 8 -5 -6 11 18 -11 12 26 14 20 16 -13 22 19 -10 21 -14 -17 -20 -25 -26 -1 -28 -29 -30 right_child=1 4 3 6 7 -7 -8 -9 9 10 -12 15 13 -15 -16 17 -18 -19 23 -21 -22 -23 -24 24 25 -27 27 28 29 -31 leaf_value=3.2733716802539531e-05 -0.030160470268349823 -0.030090074364218091 0.023594771849592057 0.019476437732614312 -0.012181285851411655 -0.030131707765372093 -0.0127237855774731 0.019219951301403405 0.027599238111473773 -0.030112471373962023 0.0096553067980537574 0.022149272631385414 -0.030117270976169643 -0.030159819395568971 0.0174822989798856 -0.030096465435842251 -0.030183368937758109 0.018161937609788365 -0.0083482304422204563 -0.030105006752267065 -0.030077680936681166 0.023961797422236562 0.010410408396065121 0.02213114841231548 0.020458403977719634 -0.03019821646290214 0.021776047482793742 0.030339616690167312 -0.030095469529088623 0.030118145381831732 leaf_weight=0.22627065252481771 0.0066640491804719195 0.002313457032869338 0.011912215835764073 0.0032963697449304163 0.0030569180380553007 0.002478988881193799 0.0056083468807628378 0.0067387891176622361 0.0014680504464195101 0.014131724765093168 0.0058348247966932823 0.0060397196848498425 0.0039992994643398561 0.012847510879055335 0.0090815411640505772 0.0037285250618879218 0.0067750697271549143 0.036750478873727843 0.010435394826345146 0.0056242892860609572 0.010785211980419263 0.0040028086295933463 0.0042420730751473457 0.013667229590282659 0.0037398884887807063 0.0034301649120607181 0.017296561163675506 0.0037291795015335092 0.0073727399430936202 0.0020742740016430616 leaf_count=492 16 8 7 2 5 6 9 7 2 52 7 10 11 82 13 17 32 33 16 33 59 4 3 14 2 11 21 1 48 1 internal_value=4.95043e-11 -0.00949869 0.000408409 0.0131579 0.00187213 -0.000229884 -0.000803828 0.00942066 -5.05435e-05 -0.00530973 -0.0184911 0.000813626 -0.000806339 -0.0141869 -0.00682344 0.00918883 -0.00551855 0.0134032 0.00155036 -0.0181607 -0.0185725 -0.00306588 -0.00853809 0.00602065 0.0132166 -0.0037758 0.00131566 0.0108418 -0.00351171 -0.0168744 internal_weight=0.455396 0.0187732 0.436623 0.0208169 0.0121092 0.415806 0.00890472 0.00979571 0.413327 0.0583316 0.0199665 0.354996 0.29746 0.0407164 0.0278689 0.0575359 0.0128148 0.0447211 0.038365 0.00709234 0.0187873 0.00800211 0.0079706 0.0312727 0.0208373 0.00717005 0.256743 0.0304728 0.0131762 0.00944701 internal_count=1024 36 988 18 20 970 11 12 964 137 59 827 732 169 87 95 42 53 78 35 74 15 20 43 27 13 563 71 50 49 is_linear=0 shrinkage=0.03 Tree=233 num_leaves=31 num_cat=0 split_feature=17 16 1 17 19 16 11 11 14 14 3 17 10 19 11 11 16 3 11 17 14 11 19 19 19 19 1 10 6 10 split_gain=0.00189922 0.00393836 0.00293431 0.00228829 0.00432335 0.0057496 0.00203472 0.0049624 0.00479351 0.00470821 0.00441809 0.00445923 0.00431664 0.00716837 0.00394777 0.00447139 0.0059045 0.00574401 0.00529334 0.00538729 0.0099058 0.00505439 0.00647197 0.00669732 0.00499892 0.00476112 0.00500681 0.00697633 0.00552884 0.00702815 threshold=3.6511404627855728 49.999999972222227 0.10263157894736842 25.923643148104102 35.028787228769609 57.597402400000014 0.49311782270730814 0.52550931890161545 22.474747474747478 28.474903474903478 0.15692685995915734 29.479868914828241 0.9999949408586376 39.75696863747261 0.53082749819672792 0.7955521877015338 36.165698707280605 0.23244928776126447 0.5715601859572651 52.890334956943029 60.858585858585869 0.89304175887706738 52.978019117504893 63.16583432409341 53.265269905232039 54.843944828764144 0.087121212121212169 0.99991750267989132 0.99986940936477675 0.99985549643774885 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 -2 -6 8 -8 -5 -10 12 -12 13 -11 -9 16 -16 18 -18 -20 -21 -17 -23 24 -24 -26 -27 28 29 -28 right_child=3 -3 -4 6 5 -7 7 14 9 10 11 -13 -14 -15 15 21 17 -19 19 20 -22 22 23 -25 25 26 27 -29 -30 -31 leaf_value=0.024612775466583602 0.022961399160092745 0.030140863969778955 -0.030327840322238255 -0.030127024249658168 -0.03007725486231826 0.0082773618111166517 -0.030061902452629265 0.023223662633592285 0.018307663090665508 0.0080091835878071446 -0.030101828230216125 0.0039792090311624251 0.012452931501162728 -0.030100367633467649 -0.030081209409763214 0.011617399506988826 -0.03013155929505416 -0.011850935514580305 0.026342050260025111 -0.030069917070759164 0.027192166541567319 -0.023047102674061088 0.027183181966996272 -0.030169027099438767 -0.030099198520129756 0.021441664641263538 -0.00057788170384344385 -0.030156969119113801 -0.030258931528226347 0.030109857861401228 leaf_weight=0.0013897000899305567 0.0029093907360220319 0.0053338218713179231 0.0023618375707883388 0.0040508114434487643 0.01022049197308661 0.0053635636795661421 0.0055123235979408483 0.0057804679599939837 0.01630180796928471 0.0068016999575775108 0.0035284491896163664 0.16651185847649685 0.0058660590475483323 0.012805232779101061 0.0093250455561246781 0.033056648409910849 0.0030984106469986719 0.038205107054636755 0.01121222609981487 0.0058078217316506198 0.0051122004952048883 0.011584101026528515 0.0072844913811422876 0.0056944693878904209 0.0041586222268961128 0.010883155686315149 0.02606539725093171 0.0064334172593589747 0.0039143493631854645 0.0090482725063338876 leaf_count=2 4 3 9 20 58 7 43 6 16 11 11 264 10 69 79 57 10 108 8 40 4 64 3 19 21 7 40 23 5 3 internal_value=-8.20925e-11 0.0135758 -0.00997592 -0.000282545 -0.0106094 -0.0168767 0.000174297 -0.00198837 0.00219982 0.00281804 0.00152653 0.003272 -0.0101251 -0.0168801 -0.00120149 -0.00194115 -0.00779143 -0.00451484 0.00659373 0.0117351 -0.00326271 0.00166247 -0.002206 0.0010795 0.00370451 0.00087772 0.00316403 -0.00121151 0.00355989 0.00732989 internal_weight=0.445621 0.00908536 0.00375154 0.436536 0.0184934 0.0155841 0.418042 0.202177 0.215866 0.211815 0.195513 0.17004 0.025473 0.0196069 0.196664 0.190884 0.0727608 0.0634358 0.0252307 0.0221322 0.01092 0.118123 0.0850663 0.0734822 0.0677877 0.0605032 0.0563446 0.0454614 0.039028 0.0351137 internal_count=1024 14 11 1010 69 65 941 540 401 381 365 275 90 80 497 491 249 170 62 52 44 242 185 121 102 99 78 71 48 43 is_linear=0 shrinkage=0.03 Tree=234 num_leaves=31 num_cat=0 split_feature=15 6 15 17 15 15 11 3 16 11 11 10 17 10 10 15 15 7 3 15 11 3 15 19 15 15 17 15 17 7 split_gain=0.00181914 0.00465129 0.00362342 0.00310443 0.00237771 0.00213836 0.00190806 0.00535509 0.00688177 0.00462004 0.00848457 0.00511367 0.00846811 0.00475924 0.00490759 0.00916897 0.00430304 0.00398072 0.00352465 0.00677132 0.00327672 0.00331004 0.00542982 0.00570548 0.00445046 0.00684773 0.00840463 0.00492728 0.00929118 0.00432438 threshold=75.121240477873911 0.86302248054119735 72.247640255897025 49.89034831297586 70.327432428522073 73.124744826552998 0.97072649462307703 0.25434369456103484 81.880326567972716 0.7955521877015338 0.61204350697756149 0.97893178928711733 81.905491730850699 0.9999949408586376 0.99995743658303604 48.868277556722724 27.338601098636921 0.32953560918668051 0.16795132874883173 62.430615041272382 0.59356130317165301 0.15692685995915734 49.358402560678101 38.80106502149372 43.762300029104495 46.164559784129679 9.0252224290658454 43.089885869811418 56.147161542596258 0.12499999718750003 decision_type=2 2 2 2 2 2 2 2 2 2 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 -5 9 18 -9 10 20 12 -12 14 15 16 -11 -17 19 -8 21 22 23 -1 27 26 -26 28 -23 -25 right_child=1 -3 3 5 -6 -7 7 8 -10 13 11 -13 -14 -15 -16 17 -18 -19 -20 -21 -22 24 -24 29 25 -27 -28 -29 -30 -31 leaf_value=-0.030116678857363716 -0.030153443039932917 0.0018683766077178278 0.023198486694528682 0.018797840141891356 -0.030126991679672525 -0.012247738456139695 -0.030086247411921153 -0.030106390056504475 0.0096965582002997725 0.030157411310080835 -0.018590344782052296 -0.030147901832395244 0.017526153894446204 -0.030260190937685359 0.029451987339597478 -0.0069072978168290087 -0.030160706502082892 0.018689676506136069 0.013978776567555038 0.0052764554916428282 0.016156746144181777 0.014269818267069101 -0.03008204496908308 -0.030050716214031596 0.020289206180478157 0.0021443557911953503 -0.030145703620132216 0.025180588282129393 -0.030102595863344392 0.0069162834187037562 leaf_weight=0.0055330362129097912 0.0062858561577741048 0.011646593124169158 0.01133102088351734 0.0031729894690215588 0.0023787305508449199 0.0053863603170611896 0.0070252725217869729 0.013140666503886678 0.0055650542344665146 0.0012451033107936382 0.017427082616904954 0.01196815990806499 0.0087896521763468627 0.0026728137745521954 0.010193785355113505 0.0069006891062599598 0.0073360503893127316 0.026336799819546286 0.013039110526733566 0.015909477311652154 0.012666166247072397 0.016224806393438485 0.0075683648137783157 0.0031835114059504113 0.0038882716144144061 0.1386124533810289 0.012642778494864615 0.014509164218907245 0.0057529579971742342 0.027022046006095479 leaf_count=23 16 20 7 2 6 9 40 52 7 1 74 82 13 9 6 17 36 26 19 19 18 23 42 32 4 275 51 9 27 59 internal_value=7.86698e-11 -0.00935622 0.000401943 0.0128976 -0.00022327 -0.000739003 -4.3257e-05 -0.00524517 -0.0182648 0.000792163 -0.000736512 -0.0138993 -0.00648161 0.00878111 0.0107874 0.00623764 -0.0214087 0.0133753 0.00152478 -0.00555569 0.00129342 0.000492093 -0.00699849 -0.00211008 0.0021849 -3.22353e-05 -0.0182829 0.0116123 0.00265478 0.00302015 internal_weight=0.435355 0.0179324 0.417422 0.0198904 0.397532 0.00855935 0.395153 0.0546796 0.0187057 0.340474 0.285788 0.0381849 0.0262167 0.0546852 0.0520124 0.0418186 0.00858115 0.0332375 0.0359739 0.0229347 0.247604 0.234937 0.043307 0.0357386 0.19163 0.155144 0.0165311 0.0364869 0.0219778 0.0302056 internal_count=1024 36 988 18 970 11 964 137 59 827 732 169 87 95 86 80 37 43 78 59 563 545 156 114 389 330 55 59 50 91 is_linear=0 shrinkage=0.03 Tree=235 num_leaves=31 num_cat=0 split_feature=17 16 1 17 15 7 3 19 19 19 3 1 6 19 19 1 15 11 15 10 3 10 11 11 7 6 16 1 11 6 split_gain=0.00181539 0.00367641 0.00274788 0.00204013 0.00577233 0.00303421 0.00269764 0.00208391 0.00192858 0.00871071 0.00632037 0.0061934 0.00625466 0.00609612 0.0069188 0.00601219 0.00457744 0.00439602 0.0037737 0.00355714 0.00738673 0.00508723 0.00607423 0.00627571 0.00537637 0.00913122 0.00513356 0.00718482 0.00660557 0.00590207 threshold=3.6511404627855728 49.999999972222227 0.10263157894736842 25.923643148104102 44.800764537007758 0.42166666550000004 0.18126586201670075 48.00380149832209 48.195990100219682 51.636264670105319 0.49684701577749713 0.5590277777777779 0.99768491937017512 50.031023377356419 49.610940926581463 0.44949494949494956 46.420188995357954 0.22461454020920762 32.495338758123587 0.9999949408586376 0.51146094342529735 0.99998731928945495 0.23264735320436811 0.7955521877015338 0.85714286928571448 0.99999725812554507 62.896825750000012 0.86190476190476206 0.45471221102280518 0.86558432566618082 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -2 7 -7 11 10 -10 15 16 14 -12 -5 17 -13 -19 21 -21 22 24 26 -11 -26 29 28 -28 -24 right_child=3 -3 -4 8 -6 6 -8 -9 9 19 13 12 -14 -15 -16 -17 -18 18 -20 20 -22 -23 23 -25 25 -27 27 -29 -30 -31 leaf_value=0.024402194670264676 -0.030072914929151824 0.03013334650499732 -0.030309355826517757 0.00061301211828297501 -0.03007289842113188 -0.030081372117652942 0.028098906513499323 0.016696022700662644 -0.030060264485069779 0.017733498279945314 -0.0300582073903802 0.0142284604494207 -0.030142813177365502 -0.030193901378532739 0.017923167419303995 -0.030120638918159519 0.022859596930550601 0.030147303972456733 -0.030084458558897544 0.0040535427205903862 -0.030159453857634775 0.024699522139175745 -0.0054458690121948388 0.0035170552006306469 -0.030177575949664668 0.022060533302752445 0.010635976500317787 0.018539259246097332 -0.030224108325594887 -0.030074876176202223 leaf_weight=0.0013211410987423733 0.0018204415737272947 0.0050331237725913525 0.0022053266766306479 0.092219668737925531 0.007544925736510776 0.0017516150546725839 0.0045162622991483659 0.0016784848412498832 0.014939361830784037 0.030610136051109293 0.0035942332669947072 0.010546821446041577 0.00294980340731854 0.0058629723134799852 0.010929471007329994 0.0061080034665792473 0.026030101204923994 0.0011679152958095065 0.0047182152129607857 0.013573754535173066 0.0097657042006176198 0.0085921548379701562 0.019413321057072608 0.083798049458209789 0.006475799556938 0.0056297093397006392 0.0061424587001965856 0.011640580181847326 0.0084724034659302561 0.015953040904605587 leaf_count=2 12 3 9 225 43 8 4 2 126 26 23 15 19 22 14 30 25 1 30 38 38 8 38 135 13 3 6 12 18 76 internal_value=-2.48562e-10 0.0136761 -0.00981245 -0.000281097 -0.0103634 0.0048623 0.0128656 -0.00719133 0.000156206 -0.00140826 -0.0152367 0.00293589 0.012099 -0.00437401 0.00604904 -0.00129613 0.0150335 0.00263675 -0.0181334 0.000811539 -0.0102619 0.00212527 0.0010943 -0.00182725 0.0110403 -0.00588406 -0.00909484 0.000954771 -0.0130511 -0.0165555 internal_weight=0.425005 0.00855959 0.00352647 0.416445 0.0173117 0.0097668 0.00794636 0.0034301 0.399134 0.255393 0.035326 0.143741 0.0454129 0.0203867 0.0145237 0.0983277 0.0424631 0.016433 0.00588613 0.220067 0.0233395 0.196728 0.188135 0.14542 0.0427156 0.0121055 0.0616218 0.0262554 0.0146149 0.0353664 internal_count=1024 14 11 1010 69 26 14 10 941 596 185 345 90 59 37 255 71 46 31 411 76 335 327 285 42 16 150 36 24 114 is_linear=0 shrinkage=0.03 Tree=236 num_leaves=31 num_cat=0 split_feature=17 16 1 14 7 14 3 3 6 17 9 10 16 10 11 17 7 14 1 1 14 6 17 14 3 9 15 7 16 1 split_gain=0.0017907 0.00347792 0.00261054 0.00197659 0.00869639 0.00556244 0.00450368 0.00532414 0.00525232 0.0067543 0.0107704 0.00600267 0.00447162 0.0042902 0.00839848 0.00643567 0.00626415 0.00607485 0.00590953 0.00459956 0.0052552 0.00407042 0.00380699 0.00563233 0.00578772 0.00699136 0.00400468 0.00398712 0.0085547 0.00652493 threshold=3.6511404627855728 49.999999972222227 0.10263157894736842 60.858585858585869 0.15192307962500004 57.359307359307373 0.093961866410014236 0.23756813852572153 0.36592304316571911 49.763219951123993 0.55829726891280151 0.96238207547169818 67.542735138888901 0.901548481233715 0.11203913260129782 78.874162867636173 0.74074074166666681 22.474747474747478 0.77350427350427353 0.68990384615384626 51.172839506172842 0.90926966808288112 72.668319985788443 51.172839506172842 0.077729198247129053 0.7453703714583334 43.762300029104495 0.57029200624320409 33.787712828365507 0.62019230769230782 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 5 -5 13 12 -8 -9 -10 -11 -12 -6 14 -2 16 18 -15 19 20 -16 -19 27 24 -24 -26 -27 28 29 -23 right_child=3 -3 -4 4 6 -7 7 8 9 10 11 -13 -14 17 15 -17 -18 21 -20 -21 -22 22 23 -25 25 26 -28 -29 -30 -31 leaf_value=0.024165576537454252 -0.030124232666381919 0.03013004608217295 -0.030294644052191084 -0.030088678543309509 -0.030102429386363327 -0.021770069174244237 0.022962156560080941 -0.030093022549794481 0.024278623559783798 -0.030117721956537193 -0.030167426219188651 0.019553746577595881 0.030063757032596554 -0.030086756641641264 0.0032270271518928949 -0.030104219273876815 -0.023980231636417972 0.025552634164721737 -0.030089124039844331 0.022782370754805156 -0.030090721174210404 0.010625073549945161 0.010960463472078335 -0.030078346836290359 -0.020799748640570596 -0.030234761150922416 0.0058137309527769004 0.011546426041996171 -0.030143769488393774 -0.015559308841939417 leaf_weight=0.001278425581404008 0.010960134388369625 0.0048482869751751423 0.0020826633535762085 0.0061146185521465659 0.004974279279849724 0.011494080672491691 0.019006787370017264 0.0037422952518681987 0.013439784990623593 0.0082580178559510387 0.0025887557858368373 0.014020398171851411 0.0014317231252789497 0.0051506156642062697 0.069510796629401739 0.007105432618118356 0.0092909529648750322 0.0068993798486189908 0.0049089700478361911 0.010083017114084214 0.0045389126089503398 0.037678465944736672 0.026031384199995955 0.0062801688218314658 0.019033676746857964 0.0030764551156607913 0.028169940567750018 0.054245656785496976 0.0073026632926485027 0.011084987923823064 leaf_count=2 38 3 9 54 28 52 18 15 10 31 6 13 1 41 154 31 32 8 26 9 22 74 41 35 121 6 38 55 26 25 internal_value=1.14336e-10 0.0138719 -0.00958013 -0.0002802 0.00416961 -0.00126385 0.00727471 0.00978547 0.00382944 0.0071434 -0.00211755 0.011804 -0.0166555 -0.000530381 -0.00513003 -0.00253191 -0.000539563 0.00208187 0.00190633 0.00377319 0.0011848 0.00291113 0.00210134 -0.00276929 -0.000521849 -0.00646656 0.00226447 0.00574803 0.000137907 0.0046728 internal_weight=0.414632 0.00820938 0.00336109 0.406422 0.0735767 0.332846 0.067462 0.061056 0.0420493 0.038307 0.0248672 0.0166092 0.006406 0.321352 0.116398 0.105438 0.0983326 0.204953 0.0890417 0.0841327 0.0740497 0.199803 0.192903 0.0825916 0.0763115 0.0502801 0.0312464 0.110312 0.0560661 0.0487635 internal_count=1024 14 11 1010 176 834 122 93 75 60 50 19 29 782 312 274 243 470 211 185 176 429 421 241 206 165 44 180 125 99 is_linear=0 shrinkage=0.03 Tree=237 num_leaves=31 num_cat=0 split_feature=19 17 16 1 14 7 14 3 3 19 17 6 16 10 11 17 14 7 1 1 1 19 15 14 7 6 6 7 1 10 split_gain=0.00173606 0.00169021 0.0032884 0.00250111 0.00203364 0.00845904 0.00515484 0.00420555 0.00468537 0.00561794 0.0084053 0.00788385 0.00421748 0.00411898 0.00807392 0.00616695 0.00606403 0.0058121 0.00562175 0.00435426 0.00503211 0.00432167 0.00582816 0.00665871 0.00638978 0.00632525 0.00379046 0.00329594 0.00619413 0.00892737 threshold=67.20204536709997 3.6511404627855728 49.999999972222227 0.10263157894736842 60.858585858585869 0.15192307962500004 57.359307359307373 0.093961866410014236 0.23756813852572153 63.882424053905332 49.763219951123993 0.36592304316571911 67.542735138888901 0.901548481233715 0.11203913260129782 78.874162867636173 22.474747474747478 0.74074074166666681 0.77350427350427353 0.68990384615384626 0.59166666666666667 55.503967525423 62.067973099667348 38.278388278388285 0.1978260859782609 0.66406920932186486 0.90926966808288112 0.57029200624320409 0.60769230769230786 0.99995743658303604 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 6 -6 13 12 -9 10 11 -10 -7 14 -3 17 -15 18 19 20 21 22 23 24 -16 -26 -18 28 -28 -30 right_child=-2 4 -4 -5 5 7 -8 8 9 -11 -12 -13 -14 16 15 -17 26 -19 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 -31 leaf_value=0.023934551195226181 -0.030099534579836447 -0.030118412620078156 0.030126424665523979 -0.030282517991513044 -0.030084293924999762 -0.030100638386835007 -0.021175982376696909 0.022669124573041152 -0.030095251224265065 0.025944158032760536 -0.017361053245584655 0.023941541207350092 0.030060728802143586 -0.030086093155775248 -0.030081027399315619 -0.030099956105426526 0.025278756989254778 -0.023516698908508674 -0.030085771110639131 0.022455503487510513 -0.03008519412115488 -0.030180462284417391 0.019249313989103664 -0.030042589570260878 0.011916269969707885 -0.03014207083617209 0.0025891395506546316 0.0071137961248234124 -0.030147518178728697 0.0074834161543203947 leaf_weight=0.0012483716855058447 0.0017172529460367505 0.010451461563206976 0.0046256945934146643 0.0019809111199720064 0.005834755920659517 0.0045940307845739872 0.011166264615894761 0.018305252237041714 0.0029945560308988197 0.0085064601735211909 0.015380219161215791 0.012888643104815856 0.0013589403824880719 0.0051124815427101558 0.0045069532079651245 0.0067802993253280866 0.0066461953756515859 0.0089548490395827685 0.0046911860918044104 0.0097934968653135002 0.0043640099420372272 0.0033328124845866105 0.018212499915534863 0.0060776062346121753 0.032794388938782504 0.0035683998648892148 0.089463504228206148 0.074701855070998135 0.013848219172359677 0.0096120228317886358 leaf_count=2 8 38 3 9 54 25 52 18 12 7 43 10 1 41 20 31 8 32 26 9 20 6 22 59 40 9 230 107 61 21 internal_value=1.78799e-10 0.000128644 0.0139081 -0.00932336 -0.000146111 0.00449631 -0.0011469 0.00764758 0.0101092 0.0043281 -0.0015534 0.0137537 -0.016367 -0.000432159 -0.00499357 -0.00244603 0.00216507 -0.000498891 0.00186106 0.00367434 0.00114975 0.00313989 0.00484417 -0.000744089 0.0036128 0.00778895 0.0030138 0.00222512 -0.00100887 -0.0147295 internal_weight=0.403514 0.401796 0.00785498 0.00322928 0.393941 0.0698629 0.324079 0.0640281 0.0580751 0.0397699 0.0312634 0.0158832 0.00595297 0.312912 0.113528 0.103077 0.199384 0.0962962 0.0873414 0.0826502 0.0728567 0.0684927 0.0651598 0.0469473 0.0408697 0.0363628 0.194272 0.187626 0.112924 0.0234602 internal_count=1024 1016 14 11 1002 170 832 116 90 72 65 22 26 780 312 274 468 243 211 185 176 156 150 128 69 49 427 419 312 82 is_linear=0 shrinkage=0.03 Tree=238 num_leaves=31 num_cat=0 split_feature=19 17 16 1 14 7 14 3 3 19 17 10 16 17 14 7 11 17 9 11 19 11 19 1 14 14 7 19 19 19 split_gain=0.00166875 0.00162821 0.0031403 0.00239166 0.00189151 0.00801443 0.00480901 0.00397478 0.00436854 0.00540664 0.00779848 0.00743122 0.00401865 0.0037384 0.0100718 0.00724664 0.00426194 0.00318875 0.00507304 0.00316218 0.00454145 0.00545906 0.00942807 0.00816501 0.00563614 0.00601794 0.00632646 0.00497567 0.00615921 0.0041338 threshold=67.20204536709997 3.6511404627855728 49.999999972222227 0.10263157894736842 60.858585858585869 0.15192307962500004 58.653846153846168 0.093961866410014236 0.23756813852572153 63.882424053905332 49.763219951123993 0.36585021758611397 67.542735138888901 44.14030061524155 39.871794871794883 0.34749550576117022 0.15767089996659242 33.019141569562926 0.93160714667755118 0.49311782270730814 39.75696863747261 0.8589217209546437 51.929330755065983 0.43303571428571436 33.02469135802469 35.750035750035757 0.7453035963622342 56.50880708927783 46.060453615193545 39.703858782147428 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 6 -6 13 12 -9 10 11 -10 -7 14 15 -3 -17 -18 -19 29 -21 23 -23 27 -24 -26 -27 28 -22 -15 right_child=-2 4 -4 -5 5 7 -8 8 9 -11 -12 -13 -14 19 -16 16 17 18 -20 20 21 22 24 -25 25 26 -28 -29 -30 -31 leaf_value=0.02364629208838933 -0.030096345293286926 -0.030115029050452116 0.03012384601872636 -0.030272184410399559 -0.03008030575022894 -0.030097218253853499 -0.03020539087133263 0.022233424700451501 -0.030090985741980637 0.025863244544888659 -0.016942460539047546 0.023612689336401347 0.030057802527166652 -0.030056522346673283 -0.030085151209012419 -0.030092038722263816 0.018129406285699756 -0.03010652382159313 0.024954810760515648 0.024257048222611651 -0.030082654789704392 -0.030076746827094658 -0.030086025750186294 -0.030094699323510721 0.025354373555609266 0.0061017298055643368 -0.030098110009700977 -0.030146683206470307 0.0085098083153760367 0.0044900847033470283 leaf_weight=0.0012156827579019583 0.0016511145659023887 0.0056218119261757229 0.0044379774481058121 0.0018938033335871296 0.0055612628075323292 0.0043877551634068359 0.0050337994748588235 0.017773020477761747 0.0028548680420499304 0.0081928245490416884 0.015023257216398633 0.012353695521596819 0.0012943287147209048 0.003188024555129231 0.013710137878661044 0.0024573731843702254 0.017090434739657212 0.0035901628361898466 0.0025941471540136263 0.0053254055055731433 0.0044829905109509119 0.007714279222454933 0.0038507362205564269 0.01517920861397215 0.0130404946685303 0.040812921879478381 0.0048626910429447881 0.0052004663084517224 0.021922072685356397 0.14055385769552231 leaf_count=2 8 21 3 9 54 25 26 18 12 7 43 10 1 19 93 8 19 11 3 6 29 58 16 104 9 58 18 13 69 252 internal_value=-1.69284e-11 0.00012702 0.013926 -0.00919225 -0.000144429 0.00441684 -0.00111719 0.00751717 0.00993485 0.00424624 -0.00161197 0.0135317 -0.0163944 -0.000646669 -0.00863729 0.00074122 0.00748252 0.0114497 -0.00700982 0.000706375 -0.00283752 -0.00407007 0.00121557 -0.0120103 0.0050738 0.00737966 0.00224784 -0.00332487 0.00195767 0.00372388 internal_weight=0.392871 0.391219 0.00754746 0.00310949 0.383672 0.067441 0.316231 0.0618797 0.0561977 0.0384246 0.0302318 0.0152086 0.00568208 0.311197 0.0450641 0.0313539 0.0257321 0.0232747 0.00618431 0.266133 0.122391 0.117066 0.0702811 0.0467847 0.0625668 0.0587161 0.0456756 0.0316055 0.0264051 0.143742 internal_count=1024 1016 14 11 1002 170 832 116 90 72 65 22 26 806 155 62 41 33 14 651 380 374 159 215 101 85 76 111 98 271 is_linear=0 shrinkage=0.03 Tree=239 num_leaves=31 num_cat=0 split_feature=1 10 19 6 7 16 17 10 10 6 16 10 15 17 17 17 16 19 14 1 1 6 14 17 14 1 7 15 15 6 split_gain=0.00160604 0.00653056 0.0092509 0.00537084 0.00494198 0.00623587 0.00486044 0.00600163 0.00943719 0.00879666 0.00734118 0.0060069 0.00941019 0.00569538 0.00546333 0.00653014 0.00528367 0.00493927 0.00477155 0.00425158 0.00668929 0.00408929 0.00404406 0.0066516 0.00382188 0.00361291 0.0063522 0.00529023 0.00480096 0.00484252 threshold=0.11805555555555559 0.99845980200813611 60.584702304254542 0.9206293545468085 0.76615553109715939 38.88888870833334 99.995893107219175 0.99968934972807588 0.97612585019922704 0.97579174918051637 61.269841119523804 0.99987012035961731 62.482209638942827 93.408692492300403 85.273159092093152 58.099527451826468 27.670939802884611 61.186917328755129 37.339743589743598 0.69615384615384623 0.51315789473684226 0.99606630231064763 43.756496881496894 63.565644397632305 36.851851851851862 0.68990384615384626 0.90000000225000021 42.039542400439153 49.966181478571009 0.16990463739753811 decision_type=2 2 2 2 2 2 2 2 2 2 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 24 7 8 9 13 -10 22 19 14 15 16 -2 -17 -12 20 21 -13 23 -9 -1 27 -27 -18 -29 -30 right_child=6 2 -4 -5 -6 -7 -8 11 10 -11 18 12 -14 -15 -16 17 25 -19 -20 -21 -22 -23 -24 -25 -26 26 -28 28 29 -31 leaf_value=-0.030119969943036999 -0.030056817376406118 -0.030083593843018515 0.018461151942604184 0.02251437905887687 -0.030147217215488419 0.01411796786352441 -0.030115050589751793 0.024095120435822005 -0.030116617497499779 0.029630367863414556 0.024950345459299639 -0.030054869626629985 -0.03023392975856503 -0.030131054090657736 0.013462139922133473 -0.021016226145636533 -0.030101529114128018 0.010659033997662153 -0.016432070425246508 0.010784811878762967 -0.030160745897062084 0.0075753285755276022 0.021942339359468974 -0.030109559842892344 0.016588846368375321 0.011395666420027494 -0.030098474160052149 0.011477673555598863 0.012101514285609582 -0.015755364900931108 leaf_weight=0.0055884284411149556 0.0049334850446030023 0.010011599042627495 0.0054596331901848325 0.017992816938203759 0.0037638517333107293 0.023019130974716973 0.0050444170776700039 0.0041649666964076459 0.019283446217741584 0.0081234253739239648 0.0043907099461648613 0.0029419991788017788 0.0079871424654811563 0.0063860707796266061 0.019866573249601061 0.025472993896528351 0.0059833958725903349 0.0053635204967577002 0.0058471597258176189 0.038879741001892398 0.0068908254265807036 0.022297476122730586 0.024721433350350708 0.0039887937173261889 0.0021961882448522374 0.041111597684903245 0.003612158632677164 0.01902924019486818 0.0077662120556851724 0.020287708724936238 leaf_count=18 44 65 4 23 10 30 26 3 89 4 3 21 25 28 29 116 32 9 10 82 36 55 30 21 4 79 15 44 15 54 internal_value=4.67702e-11 0.00417932 -0.0129527 0.00922214 0.00230339 0.00626847 -0.000904418 -0.000428064 -0.00357342 -0.000823617 -0.0192161 0.00512357 0.000639072 -0.00237162 -0.00121619 -0.00339953 0.000234935 -0.0155068 0.00131559 0.00411164 -0.00396333 0.00318902 0.0158995 -0.00242164 -0.0169425 0.00176314 0.00804435 -0.00353057 -0.000153896 -0.0080437 internal_weight=0.382406 0.0680316 0.0154712 0.0525604 0.0345676 0.0308037 0.314374 0.30933 0.197458 0.167936 0.0295213 0.111872 0.0789972 0.159813 0.153427 0.13356 0.102724 0.0308365 0.0102379 0.07101 0.0321303 0.0252395 0.0328752 0.00815376 0.00778462 0.0977903 0.0447238 0.0530666 0.0470832 0.0280539 internal_count=1024 154 69 85 62 52 870 844 571 469 102 273 219 465 437 408 283 125 13 194 112 76 54 24 22 239 94 145 113 69 is_linear=0 shrinkage=0.03 Tree=240 num_leaves=31 num_cat=0 split_feature=17 16 1 17 15 7 3 1 6 6 19 7 17 14 10 11 11 17 14 3 3 11 10 19 19 5 14 16 7 7 split_gain=0.00154026 0.00300409 0.00224241 0.00167901 0.00493003 0.002533 0.00251034 0.00159576 0.0015785 0.00775167 0.00567493 0.00763046 0.00526056 0.00816293 0.00517665 0.00501012 0.00473253 0.00439053 0.00417573 0.00407527 0.00851567 0.0058125 0.00528907 0.00365612 0.00619284 0.00344722 0.00286376 0.00623084 0.00355596 0.00860983 threshold=3.6511404627855728 49.999999972222227 0.10263157894736842 25.923643148104102 44.800764537007758 0.42166666550000004 0.18126586201670075 0.65476190476190488 0.66406920932186486 0.90314020540061968 52.8945715638447 0.61324786555555566 69.453533903548475 64.863547758284611 0.58772619215342903 0.27871485398697177 0.33333333166666673 47.816934578343457 22.474747474747478 0.75603007065444527 0.12532744410317301 0.66142615440266217 0.57193409442153997 52.051489560376197 56.992129644156272 1.0000000180025095e-35 54.235485485485491 66.935484000000017 0.30000000075000011 0.35355392332720598 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -2 7 -7 14 10 -10 12 -12 -14 15 -5 -17 -11 -19 20 21 -18 25 -21 -25 -22 -20 28 -28 -30 right_child=3 -3 -4 8 -6 6 -8 -9 9 17 11 -13 13 -15 -16 16 19 18 26 23 22 -23 -24 24 -26 -27 27 -29 29 -31 leaf_value=0.023267615681414042 -0.030063302752992842 0.030120857943459221 -0.030264487573666329 -0.030139127090909022 -0.030064099523745298 -0.030088724970941515 0.028147991822288172 0.01341898836886208 -0.030097119864838911 0.025860626576788826 0.024875646331404967 -0.030142178783485192 -0.030083224517349589 0.02334287995842585 0.018588176534948066 0.023011845144435137 0.018125783798634099 -0.030063541948255786 0.0028496434591652781 0.025442902000067543 0.017870679918628639 -0.030046729740157721 0.022739466237889118 -0.030139088227934121 0.016106624166466896 -0.030072147147231717 -0.030088956604688737 0.012452663352707638 0.03010158093240145 -0.014309367126512991 leaf_weight=0.0011555339151527724 0.0015392618897749344 0.0041928723221644759 0.0018032960233540507 0.0046219569194363421 0.0063856098868200215 0.001501010250649415 0.0039683534050709568 0.001534204107883852 0.012464069585348625 0.0062788520017420515 0.0073337002395419395 0.0078397967772616539 0.0062696230324945645 0.0043663303222274408 0.016871254387297085 0.0085185590432956815 0.012644265430935775 0.0039716510309517608 0.16698012517326788 0.008061808577622287 0.0014760669437237075 0.0027433755240053878 0.0022702615970047182 0.0041460210049990565 0.0070164786302484572 0.015776772033404995 0.0075719848241533319 0.012939342675963417 0.0047086230479180804 0.023721453741927689 leaf_count=2 12 3 9 18 43 5 4 5 69 8 5 20 30 4 22 6 16 39 392 7 2 28 3 9 6 92 70 15 2 78 internal_value=-2.98853e-11 0.0137874 -0.0093582 -0.000271246 -0.0101235 0.00478177 0.0124401 -0.00809696 0.000150675 -0.000988095 -0.013474 -0.00544629 0.00532803 -0.00815044 0.00372945 3.20349e-06 0.0022268 0.00112481 0.000418504 -0.00104388 -0.00715198 0.00953738 -0.0203061 0.0100482 -0.00107015 -0.0259704 0.000979189 -0.0054025 -0.0118197 -0.00695397 internal_weight=0.370673 0.0071517 0.00295883 0.363521 0.0149284 0.00854283 0.00700357 0.00303521 0.348592 0.264446 0.0382735 0.0258095 0.0179697 0.010636 0.0841468 0.0672756 0.0626536 0.226172 0.219893 0.054135 0.0349107 0.0153876 0.0195231 0.0192243 0.0111625 0.0172528 0.215922 0.0489414 0.0360021 0.0284301 internal_count=1024 14 11 1010 69 26 14 10 941 732 128 59 39 34 209 187 169 604 596 163 141 44 97 22 15 94 557 165 150 80 is_linear=0 shrinkage=0.03 Tree=241 num_leaves=31 num_cat=0 split_feature=19 15 6 15 1 1 17 15 16 10 10 16 11 14 14 17 6 17 7 17 16 15 11 19 6 17 3 10 10 10 split_gain=0.00150276 0.00143844 0.00382426 0.00339048 0.0025463 0.00471891 0.00253474 0.00182406 0.00174426 0.00413459 0.00383249 0.00374203 0.00688917 0.0031848 0.00738279 0.00908396 0.00545928 0.0042524 0.00482413 0.00303944 0.00678976 0.00274981 0.00429882 0.00260196 0.00608789 0.00258145 0.00600173 0.00541247 0.00377065 0.00953692 threshold=67.20204536709997 75.121240477873911 0.86302248054119735 72.247640255897025 0.24038461538461539 0.97368421052631593 49.89034831297586 70.327432428522073 57.089946851851856 0.9999949408586376 0.99998731928945495 50.000000060000005 0.29275628520654567 61.257309941520482 37.108262108262117 69.68904403684904 0.99999725812554507 49.89034831297586 0.87305556217885827 73.555640399344 64.468864119611183 44.286240319954501 0.28219947157556041 55.387005204487686 0.24165864815787244 56.147161542596258 0.81296531496861169 0.80056732471997749 0.99974134460868724 0.94533628305516293 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 7 -4 -6 -5 8 11 10 13 25 21 14 23 16 17 18 -16 20 -15 -13 -23 24 -10 28 27 -27 29 -1 right_child=-2 2 4 6 5 -7 -8 -9 9 -11 -12 12 -14 19 15 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 26 -28 -29 -30 -31 leaf_value=0.00280571814613959 -0.030090336722447479 -0.030138559241737615 0.019401520402726052 0.023877503903082339 -0.030110353977297992 0.030079111487608296 0.00010928668291687707 -0.03010112072778896 0.018894210049391413 -0.01710690410398838 0.026561146479039698 0.030194257570610186 -0.030093217518503638 0.023165559286705311 0.018019454598230737 -0.030157822398632701 0.030126055076236242 -0.030104475803623583 -0.030147806478505165 0.021405212198294318 -0.0301137950552623 -0.030076113929321888 0.030130232814047479 0.024475743853196359 -0.030079725880556032 -0.030066137808004947 -0.030098759421238488 7.4770811216720131e-05 0.010591608304239266 -0.030158481386934943 leaf_weight=0.06954398975631193 0.0014875966844556379 0.0050770758498401855 0.0042521330105955712 0.0095024448019103147 0.0037958272005198523 0.0016961574438028038 0.0070223790389718479 0.001819821041863178 0.0070469259117089678 0.0079207015114661772 0.0071586506383027873 0.0029357091989368192 0.010539236854128831 0.0047234822486643679 0.006945410734260804 0.012038635250974039 0.0049795676022768012 0.00459628317730676 0.0025615399754315149 0.014246776649088133 0.0039552366433781572 0.0027958861446677474 0.0017264279304072261 0.0099290879443287849 0.0033802243842728785 0.0057017092167370711 0.0072132135319407089 0.089990692965784547 0.037838569308860315 0.0089110016633640043 leaf_count=213 8 15 5 7 13 2 11 6 10 27 5 1 61 6 11 39 2 17 7 12 12 11 1 7 20 38 33 350 50 24 internal_value=1.31636e-10 0.000124393 -0.00902712 0.000517515 0.00197279 -0.0115213 0.013777 -0.000149489 1.73613e-05 0.0035864 0.00559598 -0.00132906 -0.0144794 0.00357883 -0.000563227 -0.00975165 0.00312185 -0.00641278 0.00504133 0.0128796 -0.00111596 0.0075851 -0.00709188 0.0134844 0.00301807 -0.000249356 -0.00371028 -0.00172114 0.00281314 -0.000938391 internal_weight=0.361332 0.359845 0.0148212 0.345024 0.00974412 0.00549198 0.0165248 0.328499 0.326679 0.0894825 0.0815618 0.237196 0.0179973 0.0744032 0.0514777 0.0311214 0.0190828 0.0141032 0.00950695 0.0229255 0.00867872 0.00745802 0.00452231 0.0203562 0.0104272 0.219199 0.102906 0.0956924 0.116294 0.078455 internal_count=1024 1016 35 981 20 15 18 963 957 175 148 782 74 143 113 76 37 35 18 30 18 13 12 37 30 708 421 388 287 237 is_linear=0 shrinkage=0.03 Tree=242 num_leaves=31 num_cat=0 split_feature=17 16 11 17 15 3 19 19 3 19 19 1 6 1 15 10 1 6 6 14 10 10 3 14 10 11 7 6 11 15 split_gain=0.00145572 0.00278022 0.00213851 0.00162039 0.00458195 0.00239799 0.00144951 0.00709124 0.00540763 0.00502536 0.0058396 0.00488858 0.00558575 0.00493192 0.00367728 0.00375919 0.0039415 0.00305622 0.00481518 0.00352718 0.00304672 0.00274533 0.00622143 0.00435534 0.00406112 0.00463444 0.00476853 0.00749659 0.00471534 0.00396094 threshold=3.6511404627855728 49.999999972222227 1.0000000180025095e-35 25.923643148104102 44.800764537007758 0.11329309518403594 48.195990100219682 51.636264670105319 0.49684701577749713 50.031023377356419 49.610940926581463 0.5590277777777779 0.99768491937017512 0.44949494949494956 46.420188995357954 0.9999949408586376 0.8257575757575758 0.99997618788042197 0.9999140555050009 41.885964912280706 0.9999949408586376 0.9999949408586376 0.51146094342529735 62.731481481481488 0.99998731928945495 0.23264735320436811 0.85714286928571448 0.99999725812554507 0.7955521877015338 62.496766859970684 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 8 -8 10 -10 13 14 17 15 16 -13 18 19 20 -5 24 23 -23 25 26 -9 -28 -27 -30 right_child=3 -3 -4 6 -6 -7 7 21 9 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 22 -24 -25 -26 28 27 -29 29 -31 leaf_value=-0.030247209692597293 -0.030039524223724166 0.030115395150539809 0.023063850153628117 0.0025065080880358878 -0.030060684732682426 0.012348424658301603 -0.030052859262301206 0.017908779213224688 -0.03004891700813821 -0.030157941204426584 0.017769949685210007 -0.03007088959060886 -0.030136502057037069 -0.030099092419872617 0.022669759916185351 0.030140511533551281 0.0082325873495952984 -0.030075682795432244 0.030194392849180664 -0.030060707096895341 -0.030152458649758188 0.014385614041760392 -0.030136483822132135 -0.03010286629325994 0.024338908287576528 -0.0087117160044167148 -0.030161983163437416 0.021854232896439639 0.0065734264301410515 -0.01248383572129729 leaf_weight=0.0016928003969951524 0.0014706973488500807 0.0039283348014578223 0.0011287666711723432 0.064504315943850088 0.0060101726376160522 0.0065543020100449212 0.012412089482040756 0.024609177666206961 0.0030474524646706422 0.0047921925033733706 0.0093509594044007827 0.0038948644651100039 0.0026657843445718745 0.0050243522809978449 0.021408652597074251 0.0033900921698659667 0.006375762852258049 0.0028248923144928986 0.0049874661490321151 0.0034123498480767003 0.0026775277947308487 0.0088417490787833231 0.0079675497104290116 0.0025521301158732976 0.0071000191692291983 0.049845966089833382 0.0055057651989045553 0.0045579528668895364 0.058222006401365434 0.011806040340161417 leaf_count=9 12 3 2 167 43 14 126 26 23 22 14 28 19 30 25 2 16 18 2 29 9 22 38 16 8 150 13 3 99 36 internal_value=-1.30722e-10 0.0137979 -0.00892014 -0.000269321 -0.0102538 0.00458022 0.000153052 -0.00135098 -0.0149631 -0.00406787 0.00601637 0.00276737 0.0117275 -0.00128521 0.0149097 0.00274847 -0.006293 0.000561201 0.00170627 -0.000306415 0.00120489 0.000875186 -0.00980023 0.00442058 0.00215384 0.00113464 0.0107942 -0.00660335 -0.00165933 0.00336056 internal_weight=0.352562 0.0067499 0.00282157 0.345812 0.0140352 0.008025 0.331777 0.210611 0.0296027 0.0171906 0.0123984 0.121166 0.0377352 0.0834309 0.0350694 0.0136607 0.0102706 0.0784066 0.0755817 0.0705942 0.0671818 0.181008 0.0193614 0.0113939 0.161647 0.154547 0.0346729 0.0100637 0.119874 0.070028 internal_count=1024 14 11 1010 69 26 941 596 185 59 37 345 90 255 71 46 44 225 207 205 176 411 76 38 335 327 42 16 285 135 is_linear=0 shrinkage=0.03 Tree=243 num_leaves=31 num_cat=0 split_feature=19 15 6 15 1 1 15 11 9 15 16 14 11 6 7 19 19 11 10 3 19 19 1 14 14 11 19 3 11 6 split_gain=0.00142921 0.00132197 0.00366441 0.00313608 0.00242411 0.00438527 0.00169775 0.002817 0.00192295 0.00168223 0.00160735 0.00338336 0.00591195 0.004296 0.0153382 0.00297757 0.00599827 0.00406685 0.00963988 0.00469832 0.00425273 0.00612536 0.00490244 0.0071895 0.0064601 0.00491958 0.00378913 0.00355929 0.00473903 0.00278882 threshold=67.20204536709997 75.121240477873911 0.86302248054119735 72.247640255897025 0.24038461538461539 0.97368421052631593 73.124744826552998 0.064232639200190053 0.49999999625000008 70.327432428522073 61.269841119523804 37.108262108262117 0.9021079573646883 0.99999725812554507 0.8964285727500001 48.400558795493097 51.636264670105319 0.21118923629006045 0.99994678320575947 0.81296531496861169 52.577670392221044 53.265269905232039 0.55050505050505061 43.756496881496894 64.863547758284611 0.80247758129407532 47.948464106425483 0.49684701577749713 0.46258503542414003 0.99997618788042197 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 9 -4 -6 -5 -8 -9 10 15 -12 13 14 -13 26 27 18 -18 20 -19 -22 23 -23 -24 -26 29 -17 -29 -1 right_child=-2 2 4 6 5 -7 7 8 -10 -11 11 12 -14 -15 -16 16 17 19 -20 -21 21 22 24 -25 25 -27 -28 28 -30 -31 leaf_value=0.0010980499770349686 -0.030086687506489167 -0.030133402354083034 0.019276616565440555 0.022343781269718151 -0.030106554152613922 0.030074343747496457 0.027666095201261714 0.009308070396920224 -0.03017241915456912 -0.030093320161411211 0.014967293538245253 0.018841150584071063 -0.021489464705369322 0.019433250344319041 -0.030114393118792025 -0.030051464376686824 0.023473602586988714 -0.030089322474853023 -0.030168043906624576 -0.030096088478035434 0.020028486561835323 -0.030168066322772819 -0.03008011142539424 0.010903328102949798 -0.030062797750438582 0.015940354749685953 0.018730991714934805 -0.021946669939070605 0.014824786842772849 -0.030071013728027052 leaf_weight=0.11994374364076066 0.001415144797647371 0.0048067142597574284 0.0041244229432777502 0.0087794508435763419 0.0035486656361172209 0.0015726785641163588 0.0025560423018760039 0.0020738542662002146 0.0023897485552879516 0.0016794334442238315 0.018742556442248315 0.013356740818380786 0.0093159345578897046 0.012618964072316885 0.010126983890586416 0.011408657602260064 0.013876285309379455 0.0044981391229157444 0.0038521954343195821 0.0058093308343813979 0.011338326226905338 0.0046081158216111353 0.011804571504399064 0.022888834020704962 0.0029499289234991011 0.0071951261525100563 0.011099939329142217 0.0078321847795450594 0.0052814012715316503 0.0026404155582895319 leaf_count=373 8 15 5 6 13 2 2 3 7 6 29 18 28 9 37 118 12 28 14 25 21 16 68 32 19 15 18 33 20 24 internal_value=4.24177e-12 0.000124233 -0.00888658 0.000509499 0.00215927 -0.011626 0.0135502 0.00255209 -0.0118292 -0.000149026 1.25788e-05 0.00424317 -0.000182273 0.00531583 -0.00227015 -0.00108625 -0.00466327 -0.00103701 0.0118179 -0.00424267 -0.00194205 0.000140873 -0.00441945 0.00402032 -0.0149922 0.00256379 0.00194651 -0.0177978 -0.00713723 0.00042668 internal_weight=0.344135 0.342719 0.0140525 0.328667 0.00924577 0.00512134 0.0157991 0.00701965 0.0044636 0.312868 0.311188 0.0641612 0.0454186 0.0361027 0.0234837 0.247027 0.113343 0.0888209 0.0177285 0.0710924 0.065283 0.0607849 0.0494466 0.0274969 0.0219496 0.0101451 0.133684 0.0245222 0.0131136 0.122584 internal_count=1024 1016 35 981 20 15 18 12 10 963 957 121 92 64 55 836 421 250 26 224 199 171 150 48 102 34 415 171 53 397 is_linear=0 shrinkage=0.03 Tree=244 num_leaves=31 num_cat=0 split_feature=17 16 11 17 15 7 3 19 6 6 19 7 10 17 1 11 11 17 3 3 11 10 19 19 5 17 16 19 1 7 split_gain=0.00142111 0.00256599 0.0020067 0.00170544 0.00431315 0.00230072 0.00227695 0.00141613 0.00139825 0.006811 0.0051795 0.00659219 0.00460327 0.00457813 0.00611915 0.00446615 0.00409556 0.00374901 0.0037087 0.00773508 0.00510038 0.00458498 0.00327888 0.00541997 0.00313032 0.00225646 0.00240657 0.00414747 0.00286036 0.00541629 threshold=3.6511404627855728 49.999999972222227 1.0000000180025095e-35 25.923643148104102 44.800764537007758 0.42166666550000004 0.18126586201670075 48.00380149832209 0.66406920932186486 0.90314020540061968 52.8945715638447 0.61324786555555566 0.58772619215342903 69.453533903548475 0.97368421052631593 0.27871485398697177 0.33333333166666673 47.816934578343457 0.75603007065444527 0.12532744410317301 0.66142615440266217 0.57193409442153997 52.051489560376197 56.992129644156272 1.0000000180025095e-35 48.719291135760791 66.283524448275884 60.825532092385352 0.85164835164835184 0.58337246973150669 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -2 7 -7 12 10 -10 13 15 -12 -15 -5 -17 -11 19 20 -18 24 -20 -24 -21 -19 27 28 -27 -30 right_child=3 -3 -4 8 -6 6 -8 -9 9 17 11 -13 -14 14 -16 16 18 25 22 21 -22 -23 23 -25 -26 26 -28 -29 29 -31 leaf_value=-0.030229102647962157 -0.030061092437178544 0.030109817177336719 0.022872540273344195 -0.03012765074211857 -0.030061856643957434 -0.03006676995839867 0.027844481718321368 0.013527267891959014 -0.030088663720528978 0.025488282699319069 0.024571442839692769 -0.030128880127625331 0.018409605938028845 -0.030074412548622014 0.018253123085059438 0.02251999714139195 0.017648245164571277 -0.030144787891327896 0.025905616728979747 0.017540833129469753 -0.030044009180769091 0.022626043535183254 -0.030124894342763105 0.016032287770533345 -0.030066527999600853 0.0016778925395201916 0.0070432886780638889 -0.030111171358993036 -0.019472996169259425 0.010361340593804263 leaf_weight=0.0015667872703488675 0.0014390984779311111 0.0037189831491559744 0.0010833396663656458 0.004125194755033589 0.0058659406804508762 0.0013748642595601268 0.0035361593836569227 0.0013093029265291989 0.011205332754343544 0.0055241919717445844 0.006547335557115729 0.0067166667649871661 0.015331080703617772 0.0051692061479116092 0.0043358692055335268 0.0077124095987528554 0.011702550245900056 0.0021483468444785095 0.0070724204852012909 0.0013626237923745075 0.0024386858758589378 0.0019764156750170505 0.0036109935463173315 0.0062568614375777543 0.014163307494527544 0.12601340951800921 0.043033136201302113 0.0042760446085594586 0.016388637193358591 0.0082252431238885038 leaf_count=9 12 3 2 18 43 8 4 2 69 8 5 20 22 29 5 6 16 5 7 2 28 3 9 6 92 410 71 20 77 13 internal_value=1.89031e-11 0.0140356 -0.0085218 -0.000271829 -0.0107033 0.0041224 0.0120309 -0.00880215 0.000175596 -0.000947707 -0.0133912 -0.00517394 0.00372828 0.00526773 -0.00802915 3.10405e-06 0.00221098 0.00110844 -0.00101296 -0.00707758 0.00942362 -0.0204099 0.0103154 -0.000858241 -0.0258883 0.000435327 0.000767235 -0.000976293 -0.000149205 -0.00950323 internal_weight=0.33523 0.00636911 0.00265013 0.328861 0.0135254 0.00765943 0.00622033 0.00268417 0.315336 0.239583 0.0339744 0.0227691 0.0757525 0.0160524 0.00950508 0.0604215 0.0562963 0.205609 0.0485839 0.0316436 0.0141412 0.0175023 0.0169403 0.00986785 0.0155259 0.200085 0.197936 0.154903 0.150627 0.0246139 internal_count=1024 14 11 1010 69 26 14 10 941 732 128 59 209 39 34 187 169 604 163 141 44 97 22 15 94 596 591 520 500 90 is_linear=0 shrinkage=0.03 Tree=245 num_leaves=31 num_cat=0 split_feature=19 17 7 17 17 15 7 3 19 14 7 14 6 9 6 7 15 17 17 6 7 17 1 14 10 7 10 19 15 14 split_gain=0.00136787 0.00131575 0.00224933 0.00212695 0.00163636 0.0041464 0.00219854 0.00215777 0.00135483 0.00126033 0.00613162 0.00378118 0.00362777 0.00397849 0.00517593 0.00436009 0.00278587 0.00385732 0.0019621 0.00760867 0.00507611 0.0026265 0.00486445 0.00339237 0.00342157 0.00972053 0.00630304 0.00771971 0.00599953 0.0046153 threshold=67.20204536709997 3.6511404627855728 0.66666666333333346 1.0000000180025095e-35 25.923643148104102 44.800764537007758 0.42166666550000004 0.18126586201670075 48.00380149832209 60.858585858585869 0.15192307962500004 58.653846153846168 0.35674176642190103 0.97368421000000016 0.69096194352302687 0.4654761950555556 37.410404278941542 49.995301529503166 44.14030061524155 0.28389176569234903 0.34749550576117022 58.099527451826468 0.88194444444444453 23.571428571428573 0.95352381100324624 0.46966911707031261 0.97703966244697027 52.978019117504893 62.067973099667348 54.653679653679653 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 -3 8 -8 11 -11 18 -12 14 -14 -16 -17 -18 19 20 -6 -20 23 -23 25 28 -26 -28 -25 -29 right_child=-2 4 -4 -5 9 -7 7 -9 -10 10 12 -13 13 -15 15 16 17 -19 21 -21 -22 22 -24 24 26 -27 27 29 -30 -31 leaf_value=-0.030221955072984526 -0.030084901777332092 -0.030058147528187657 0.030102715768877762 0.023388368077665599 -0.030091272229946973 -0.030059559396896956 -0.030063768371734086 0.027731271781666473 0.013265011009051246 -0.030070926447564515 -0.030071988050977733 -0.030193856864571513 0.02032133855724105 0.024181407315614287 0.011314468812434994 0.03005101393378759 0.0068831116406199242 -0.030093199394368785 0.0046990702484511829 -0.030101524260863842 0.011605348416619711 -0.030049805937353243 -0.030077801263379802 -0.013433508574833884 0.018521865909948663 -0.030090731066058404 -0.015375457303783788 0.0084907031270000741 0.016983222432107987 -0.030079499504870637 leaf_weight=0.0015078875076142131 0.0013545357724069609 0.0013728166559303645 0.0034120886703021824 0.0011929972970392555 0.0032316224287569631 0.005592056853856775 0.0013091684013488702 0.0034059868230542634 0.0012889522477053106 0.0042485095107167572 0.0022084460842961553 0.0038213931684367699 0.011765593622840242 0.011984598560957238 0.0095813966081550461 0.0011228956282138833 0.0035839765696437107 0.0087093503398136818 0.091376788983325241 0.0090799457448156318 0.014060241456718359 0.003457054681803128 0.0052987240760558043 0.010606289888528408 0.019050389084441122 0.011755062606425781 0.022547054321421456 0.043510477920790436 0.012977098511328222 0.0029836142348358399 leaf_count=9 8 12 3 2 25 43 8 4 2 51 14 22 13 10 22 1 6 43 170 42 33 41 30 55 22 59 167 72 19 16 internal_value=4.78885e-11 0.000124987 0.0139121 -0.00654195 -0.000138446 -0.0105766 0.00419246 0.0120237 -0.00856795 0.000302561 0.00450067 -0.000577654 0.00750086 0.00927586 0.00413719 -0.00414263 -0.0151816 -0.0193132 -0.000124835 -0.00786407 0.0038128 0.000788099 -0.00191546 -0.000739418 8.15138e-05 -0.00780468 0.00324511 -0.00097018 0.00330373 0.00601558 internal_weight=0.327397 0.326042 0.00611297 0.00270088 0.31993 0.012969 0.00737692 0.00600411 0.00259812 0.306961 0.0532048 0.253756 0.0489563 0.0467478 0.0347632 0.0229976 0.0134162 0.0122933 0.249934 0.0263718 0.0172919 0.223563 0.132186 0.126887 0.12343 0.0353385 0.0880915 0.0690411 0.0235834 0.0464941 internal_count=1024 1016 14 11 1002 69 26 14 10 933 160 773 109 95 85 72 50 49 751 100 58 651 481 451 410 133 277 255 74 88 is_linear=0 shrinkage=0.03 Tree=246 num_leaves=31 num_cat=0 split_feature=17 16 11 17 15 7 3 1 11 15 14 11 7 15 14 3 16 7 1 15 15 1 10 6 1 11 15 15 6 11 split_gain=0.00129247 0.00237958 0.00182085 0.00143713 0.00405163 0.00215413 0.00192226 0.00174002 0.00132345 0.00370692 0.00335264 0.00327621 0.00325798 0.00345117 0.00321759 0.00297629 0.00324902 0.00476888 0.00394004 0.00295677 0.00804985 0.00555494 0.00418013 0.00730016 0.00309964 0.00730961 0.00302867 0.00289207 0.00273407 0.00255028 threshold=3.6511404627855728 49.999999972222227 1.0000000180025095e-35 25.923643148104102 44.800764537007758 0.42166666550000004 0.18126586201670075 0.77350427350427353 0.49311782270730814 62.694508768530831 22.474747474747478 0.52550931890161545 0.22539682200000002 70.100727060218972 28.474903474903478 0.15692685995915734 36.666666616666681 0.57029200624320409 0.11805555555555559 43.762300029104495 46.164559784129679 0.43303571428571436 0.99401956091192634 0.86302248054119735 0.36602870813397137 0.2011598542787488 75.121240477873911 61.821807432354881 0.90544724102527985 0.53082749819672792 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -2 7 -7 10 11 -5 -10 13 -11 -12 16 17 18 -16 24 -21 22 23 -22 -17 -26 -23 -25 -28 -13 right_child=3 -3 -4 8 -6 6 -8 -9 9 12 14 29 -14 -15 15 19 -18 -19 -20 20 21 26 -24 27 25 -27 28 -29 -30 -31 leaf_value=-0.030214330966658209 -0.030056169194683176 0.030103543502335177 0.022089603539997778 -0.030095900797227557 -0.030056935687155756 -0.03007210287811132 0.027566007253391457 0.021092960675246349 -0.030046579800087323 -0.0300606441229701 0.017465560799442652 0.023042851230350173 -0.030091490862063659 0.015598412678882144 0.0067991247450786951 0.025636854740509529 -0.030102993389453922 0.030139604643160272 -0.030048567765318668 -0.030111690614453145 -0.030078081166610343 0.009223631504678349 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-0.00853555 -0.000261572 -0.0102959 0.00465733 0.0126077 -0.0076273 0.000149467 -0.00192646 0.00205407 -0.000352973 -0.0166359 -0.000991362 0.00265144 0.00138411 -0.00975256 -0.00208837 -0.0118671 0.00307691 0.00105474 0.00329663 -0.00904093 0.00147265 0.0137462 0.00180802 0.00748583 0.016084 -0.0142357 0.000409618 internal_weight=0.319487 0.00589305 0.00246833 0.313594 0.0123404 0.00702473 0.00571569 0.00242936 0.301253 0.144144 0.15711 0.130214 0.0139292 0.00644071 0.154244 0.142088 0.018748 0.0136189 0.0104486 0.12334 0.103688 0.0967302 0.0245192 0.014252 0.0196521 0.00980642 0.072211 0.00974092 0.00534921 0.126954 internal_count=1024 14 11 1010 69 26 14 10 941 540 401 476 64 25 381 365 90 63 61 275 242 210 80 32 33 25 130 12 16 437 is_linear=0 shrinkage=0.03 Tree=247 num_leaves=31 num_cat=0 split_feature=19 17 16 1 17 15 7 3 1 3 3 3 16 6 14 14 15 17 19 19 1 1 7 19 7 3 11 6 3 14 split_gain=0.00127622 0.00124506 0.00225963 0.00162542 0.0013718 0.00389051 0.00205039 0.00186783 0.00162495 0.00121533 0.0060961 0.00534837 0.00416609 0.00397122 0.0032928 0.00399508 0.00429093 0.00316258 0.00331207 0.00386184 0.0037204 0.00399475 0.00306219 0.00718136 0.0032775 0.00297233 0.00288073 0.0044261 0.00278251 0.00585232 threshold=67.20204536709997 3.6511404627855728 49.999999972222227 0.15587044534412961 25.923643148104102 44.800764537007758 0.42166666550000004 0.18126586201670075 0.77350427350427353 0.72389648318908495 0.56079672409780368 0.49684701577749713 46.540315885395167 0.56777378262287082 63.484848484848492 61.257309941520482 56.127209167137487 47.816934578343457 47.737423725729535 48.502736659668066 0.087121212121212169 0.62019230769230782 0.90000000225000021 66.52963373194811 0.83809523358571403 0.6563792242595583 0.48082575940589073 0.99954402034179202 0.27749974649368048 36.851851851851862 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 3 -1 5 6 -3 8 -8 10 11 22 25 -13 15 16 -11 -18 -19 -20 -21 -22 24 -24 28 -12 -15 -28 -6 -30 right_child=-2 4 -4 -5 9 -7 7 -9 -10 14 12 13 -14 26 -16 -17 17 18 19 20 21 -23 23 -25 -26 -27 27 -29 29 -31 leaf_value=0.020211027374505967 -0.030078964501615658 -0.030053471510378921 0.030100687103304973 -0.030207053009902635 0.001523785607996934 -0.030054196357945998 -0.030069016721893289 0.027423740005914091 0.020455654093796533 0.023032677292513695 -0.022182378280852299 -0.030122358830269924 -0.030086275376861135 0.023057835082858639 -0.030112320311303023 0.024592351901200123 0.012417506799951239 -0.030122743012592532 0.024951976305652202 0.018609996979603985 -0.018841150830144007 0.0014028271618363312 -0.03008749346196558 0.030088360664886533 0.022606289008601819 0.011155679003723717 -0.030113636980106842 0.019886862486049598 0.0040348254554353168 -0.018274114235953848 leaf_weight=0.001013316843454958 0.0012643867885344653 0.0012455792984837899 0.0032965827267616987 0.0013319197050805087 0.10853333716841007 0.005059369850641815 0.0013057211181148887 0.0032003773376345634 0.0010207613740931265 0.0079057333423406817 0.0041336971917189658 0.00175460419995943 0.010210281946456234 0.017357018914481159 0.0025564826805748444 0.0079881573547027074 0.013531404232708155 0.0040010263364820267 0.0044312748650554559 0.0054145962385518933 0.016535254576410807 0.018687623425648781 0.0081805841523419076 0.0022829668596386918 0.0054751550087530623 0.0057617839902377455 0.0026622433724696739 0.0039685789888608269 0.02039804964169889 0.021994483205844517 leaf_count=3 8 12 3 8 398 43 6 4 4 8 25 6 49 18 14 11 23 12 3 9 53 28 47 1 8 17 9 8 68 118 internal_value=-7.59823e-11 0.000122194 0.014087 -0.00842269 -0.000135619 -0.010151 0.00471779 0.0125541 -0.00790094 0.000267764 -0.000923348 0.000717523 -0.0166424 0.0134453 0.00339374 0.00448498 0.0022069 -0.000423133 -0.00396405 -0.00164178 -0.00454167 -0.00810064 -0.00124601 -0.0169582 -0.000194837 -0.00277082 0.0166321 -0.000188098 -0.001022 -0.0075397 internal_weight=0.312502 0.311238 0.00564182 0.00234524 0.305596 0.0118318 0.00677244 0.00552686 0.00232648 0.293764 0.212713 0.192607 0.0201058 0.0257424 0.0810516 0.0784951 0.0705069 0.0626012 0.0490698 0.0450687 0.0406375 0.0352229 0.166865 0.0104636 0.156401 0.00989548 0.0239878 0.00663082 0.150926 0.0423925 internal_count=1024 1016 14 11 1002 69 26 14 10 933 772 681 91 41 161 147 136 128 105 93 90 81 640 48 592 42 35 17 584 186 is_linear=0 shrinkage=0.03 Tree=248 num_leaves=31 num_cat=0 split_feature=17 16 1 17 19 16 19 19 3 19 19 1 6 1 19 3 6 6 19 3 3 14 3 3 11 3 3 17 1 10 split_gain=0.00122851 0.00214904 0.00158668 0.00137326 0.0029673 0.00356333 0.00121558 0.00616221 0.00450345 0.00426304 0.00484752 0.00419759 0.00489203 0.00432599 0.00303053 0.00299946 0.0025607 0.00426417 0.00285363 0.00482705 0.00353287 0.00315632 0.00442477 0.00428911 0.00397417 0.00380891 0.00267621 0.00454566 0.0037646 0.00244096 threshold=3.6511404627855728 49.999999972222227 0.15587044534412961 25.923643148104102 35.028787228769609 57.597402400000014 48.195990100219682 51.636264670105319 0.49684701577749713 50.031023377356419 49.706521777045147 0.5590277777777779 0.99768491937017512 0.44949494949494956 43.920075132703637 0.52692171345882943 0.99997618788042197 0.99986348347970677 42.542167774788609 0.31000052468826317 0.72389648318908495 30.277777777777782 0.013239327145811554 0.3992448929483971 0.52656173259658834 0.99862335826171078 0.10880302876976193 30.732596402040773 0.324561403508772 0.9999949408586376 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 11 8 -8 10 15 13 14 16 -13 -10 17 18 19 26 -21 23 24 -20 -23 -24 27 -5 -29 -9 right_child=3 -3 -4 6 5 -7 7 29 9 -11 -12 12 -14 -15 -16 -17 -18 -19 21 20 -22 22 25 -25 -26 -27 -28 28 -30 -31 leaf_value=0.020156445878049274 0.023451771035849774 0.030096803019954453 -0.030200708583456234 0.027486577900839814 -0.03005305793867525 0.0090017107744239048 -0.03004552935163839 0.0021801052919167537 0.022956773301924777 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0.0072845608956413344 0.0043765879381680861 0.0026726718788268053 0.015129547508877295 0.0045380676601780578 0.0014508222984659369 0.016882212389191409 leaf_count=3 4 3 8 3 58 7 126 335 2 22 10 27 19 30 44 25 18 7 26 24 1 6 67 10 8 4 29 18 4 76 internal_value=-1.53971e-10 0.0141081 -0.00806421 -0.00025636 -0.010427 -0.017287 0.000148372 -0.00134382 -0.015071 -0.00438637 0.00569078 0.00268739 0.0115509 -0.00130025 0.0147365 -0.0160604 0.000534345 0.00162106 -0.00086116 0.0056726 -0.0189174 -0.00736546 -0.0138885 0.00701422 0.00740804 -0.0228638 0.0115327 -0.00121079 -0.0166782 0.000877614 internal_weight=0.305704 0.00545585 0.0022859 0.300249 0.0114909 0.00955591 0.288758 0.181871 0.0253324 0.0147838 0.010626 0.106887 0.0331665 0.0737201 0.030811 0.00493699 0.0693035 0.0669267 0.0604333 0.0301484 0.00580201 0.0302849 0.020834 0.00945086 0.00617712 0.0146569 0.0243463 0.0092168 0.00598889 0.156539 internal_count=1024 14 11 1010 69 65 941 596 185 59 37 345 90 255 71 27 225 207 200 79 25 121 85 36 14 71 54 25 22 411 is_linear=0 shrinkage=0.03 Tree=249 num_leaves=31 num_cat=0 split_feature=1 10 19 6 17 10 10 17 10 15 9 15 7 15 1 1 10 1 1 15 7 14 11 6 6 9 3 9 6 16 split_gain=0.00122706 0.00514406 0.0075743 0.00407179 0.00391438 0.00479392 0.00696654 0.00626854 0.0045018 0.00758026 0.00387587 0.00353938 0.00570351 0.00472863 0.00349365 0.00531562 0.00338625 0.00369606 0.00588906 0.0055628 0.00424644 0.00335159 0.0054581 0.00319221 0.00318067 0.00554249 0.00432209 0.00339106 0.00530269 0.00392303 threshold=0.11805555555555559 0.99845980200813611 60.584702304254542 0.9206293545468085 99.995893107219175 0.99968934972807588 0.99009406931148181 93.408692492300403 0.99987012035961731 62.482209638942827 0.97368421000000016 45.392136013841728 0.42857142857142855 50.406786901391165 0.69615384615384623 0.51315789473684226 0.96238207547169818 0.68990384615384626 0.57518796992481214 42.039542400439153 0.90000000225000021 43.756496881496894 0.27544730861404498 0.99606630231064763 0.19674811970369729 0.30555555862139927 0.82542136644586861 0.39999999880000009 0.90648846447597375 48.819444343518519 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 11 5 6 7 16 21 14 -8 -1 13 -13 15 23 17 18 19 -2 -19 22 -7 -10 -21 -26 27 -27 29 -29 right_child=4 2 -4 -5 -6 8 10 -9 9 -11 -12 12 -14 -15 -16 -17 -18 20 -20 24 -22 -23 -24 -25 25 26 -28 28 -30 -31 leaf_value=0.017093978537367268 -0.030076501012775238 -0.030071266990218105 0.018823170132816883 0.022305608923394702 -0.030098509284685784 0.024399908031665443 -0.030103159368302004 -0.030111102465556993 -0.030045958600588375 -0.030200136096276451 0.0052785112150899489 -0.030119808478647377 -0.030092226045173569 0.016622407497060718 0.010956505081455712 -0.030131366592345284 0.01099648678232012 0.0061407250249707977 -0.030082900100845283 0.013847897058632009 -0.030072011207573621 0.021791706130162344 -0.030097430043921621 0.0074925685830432151 -0.030081111380606113 0.027464886303189665 -0.030112621971805992 0.0073505495640699527 0.020601938822338794 -0.030105896960613197 leaf_weight=0.0094982790105859749 0.0061094415732441112 0.0080471229857721482 0.0044163640122860679 0.014117531587544363 0.0040628129280548811 0.0033012578205671153 0.012585170326929074 0.0065295009226247194 0.002303580378793412 0.0063934600175343794 0.0035788702680292763 0.0024861353740561762 0.0057538153268978922 0.0089967073618026916 0.031380744368561864 0.0054936245664976005 0.021142145634257759 0.046587820270815428 0.008663766268909967 0.01172454033530812 0.0031088522218851713 0.01959188493401598 0.0033147419339911721 0.017739428553795733 0.0061220018915264509 0.0052825138191110446 0.0033422594060539259 0.0044818509668402839 0.0067366751572990316 0.0057391242062294623 leaf_count=17 45 65 4 23 26 3 74 34 21 25 6 7 23 15 82 36 37 151 47 42 18 30 21 55 37 6 11 21 11 31 internal_value=-8.75744e-11 0.00412496 -0.0127458 0.00927198 -0.000896502 -0.000404727 -0.00365294 -0.00143332 0.00510101 0.000772539 -0.0222693 0.00238951 -0.00571341 0.00650231 0.00425166 -0.0039876 1.7787e-05 -0.00213342 -0.00726412 -0.00327335 0.00387538 0.0155574 -0.0029043 0.0031782 0.000497231 -0.00443995 0.00169611 0.00647634 -6.18508e-05 -0.0136814 internal_weight=0.298632 0.053316 0.0124635 0.0408525 0.245316 0.241253 0.151735 0.13557 0.0895187 0.0633108 0.016164 0.0267349 0.0172367 0.0114828 0.0569174 0.0255366 0.129041 0.107899 0.0582022 0.0495384 0.0496967 0.0262079 0.006616 0.020043 0.043429 0.0317044 0.0255824 0.0222402 0.0169577 0.010221 internal_count=1024 154 69 85 870 844 571 491 273 219 80 62 45 22 194 112 457 420 251 204 169 54 24 76 159 117 80 69 63 52 is_linear=0 shrinkage=0.03 Tree=250 num_leaves=31 num_cat=0 split_feature=19 16 14 15 15 1 1 1 19 10 1 6 17 15 1 1 3 15 14 7 1 1 9 7 19 9 1 7 16 6 split_gain=0.00116063 0.00118681 0.00386658 0.00365349 0.00328481 0.00338168 0.00320091 0.00586115 0.00782152 0.00321815 0.00662255 0.00425056 0.00363199 0.00205412 0.00193603 0.00495987 0.00330811 0.00356855 0.00272939 0.0045362 0.00260586 0.00349399 0.00316986 0.00538164 0.00542388 0.00525267 0.00297715 0.00274805 0.00438755 0.00296637 threshold=67.20204536709997 33.333333388888896 52.904040404040408 37.379610326174337 39.836256269062766 0.87083333333333346 0.51315789473684226 0.2264957264957265 55.700820383401258 0.99776766111806114 0.21825396825396828 0.9206293545468085 28.407401921511511 32.495338758123587 0.8257575757575758 0.75961538461538469 0.90599638785615977 57.484211534050942 64.863547758284611 0.47809522853333347 0.68990384615384626 0.62828947368421062 0.33333333166666673 0.66666666333333346 44.846258493344592 0.4166666645833334 0.43303571428571436 0.95477581061942784 67.954191432825994 0.99999725812554507 decision_type=2 2 2 2 2 2 2 2 2 2 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 13 6 7 9 -9 11 -11 12 -6 -1 15 20 17 -16 -19 -20 21 22 23 -3 -25 -24 -26 28 -27 -29 right_child=-2 14 3 -5 5 -7 -8 8 -10 10 -12 -13 -14 -15 16 -17 -18 18 19 -21 -22 -23 25 24 26 27 -28 29 -30 -31 leaf_value=0.01530219091611966 -0.030074120038991972 -0.030128365941314031 0.014723055715144555 -0.030056145890106682 0.014581216412004815 -0.020115517236911903 0.015020204211807235 -0.030098060063804596 0.027235015241798152 -0.030047093667070666 0.026027083248775951 0.026613151618582524 -0.030067048285326716 -0.030069340870966386 0.0065192107145515552 -0.030124093906149441 0.019759164117064808 -0.030097608423956219 0.030060379125758638 -0.030097526217084648 0.011815071930744599 -0.022522356653092612 0.02341374959254458 0.022307901109757607 -0.030096403797197614 -0.00045262270678011687 0.014932625419689509 0.00086813072722957002 -0.030151956913642326 0.025656385046060701 leaf_weight=0.0011010625676135524 0.0011503241703394443 0.0078434896913677221 0.0020775283046532422 0.0077833117305772248 0.0039746008915244593 0.005816135554596257 0.016413031902629882 0.0098208980739400431 0.0027387245936552071 0.004885624782218656 0.0030973033572081476 0.010570224545517704 0.0027913419562537456 0.0048706736870371969 0.035837877687299624 0.0049165656764671431 0.012310550831898581 0.0047927277810231317 0.0024499629507772624 0.002090855270580505 0.016317231271386845 0.0063951452525543564 0.0096216194770022412 0.0059459670810610987 0.0046616239378636237 0.074168305379771482 0.0018442938217049232 0.010955426804230228 0.0047644228761782861 0.0072005793917924157 leaf_count=4 8 34 4 104 13 20 40 69 2 42 6 12 15 48 86 37 15 21 3 8 41 30 15 9 21 258 6 31 16 6 internal_value=5.86227e-11 0.000120098 -0.00309818 -0.0206219 -0.000483182 0.00162509 0.00395411 -0.000840887 -0.0175961 0.00747061 -0.00829082 0.0147284 -0.00383877 -0.0217038 0.00127228 -0.00047516 0.00597315 0.00221605 -0.0143067 0.0023602 0.000498476 -0.000885739 0.000203734 -0.0106639 0.00159687 0.00227066 -0.0173316 0.000175351 -0.00224529 0.010699 internal_weight=0.289207 0.288057 0.0759405 0.00986084 0.0660796 0.0601079 0.0542918 0.0378787 0.0125596 0.0253191 0.00798293 0.0173362 0.00676594 0.00597174 0.212117 0.154635 0.057482 0.0451714 0.00933355 0.00454082 0.149718 0.133401 0.127006 0.0202954 0.0124519 0.10671 0.00650592 0.0970887 0.0789327 0.018156 internal_count=1024 1016 379 108 271 219 199 159 71 88 48 40 28 52 637 504 133 118 32 11 467 426 396 70 36 326 27 311 274 37 is_linear=0 shrinkage=0.03 Tree=251 num_leaves=31 num_cat=0 split_feature=1 10 19 17 10 10 17 10 15 9 6 7 16 19 17 19 16 6 6 10 19 6 10 3 3 19 17 15 16 16 split_gain=0.00111731 0.00459553 0.00694964 0.00373171 0.0043485 0.00647394 0.00583355 0.00404975 0.00692323 0.00357776 0.00354498 0.00338422 0.00458821 0.00316697 0.00335035 0.00379798 0.00793102 0.00486576 0.00341932 0.0031039 0.00350898 0.00778644 0.00471158 0.00373445 0.00424448 0.00349864 0.00313954 0.00483136 0.00421725 0.00335847 threshold=0.11805555555555559 0.99845980200813611 60.584702304254542 99.995893107219175 0.99968934972807588 0.99009406931148181 93.408692492300403 0.99987012035961731 62.482209638942827 0.97368421000000016 0.9206293545468085 0.76615553109715939 38.88888870833334 42.372925393540044 49.997939526889276 54.195157053602877 66.283524448275884 0.99999725812554507 0.99305329760125727 0.96238207547169818 54.900677582907242 0.66406920932186486 0.64192711778394318 0.93555715803169825 0.73637639369454055 44.846258493344592 53.743110094935794 36.350462776174844 49.999999708333341 48.448773333333342 decision_type=2 2 2 2 2 2 2 2 2 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 6 19 -6 13 -7 11 12 -1 -9 -15 17 -17 18 -16 20 21 22 -2 24 26 -21 -22 -28 29 -29 right_child=3 2 -4 -5 7 9 -8 8 -10 -11 -12 -13 -14 14 15 16 -18 -19 -20 25 23 -23 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.017190471287705643 -0.0031524343409059926 -0.030065791106421477 0.01816958819475167 -0.030093636148838022 0.015314253906470628 -0.030095310524387225 -0.030102706425818068 -0.030095338355267665 -0.030184245777795882 0.0050642729098028224 0.021743199277354509 -0.030105221440078576 0.013907965621496427 -0.030121824214348131 -0.030051484661370243 -0.030101250011645542 0.011313537511814761 -0.03005249049058981 0.019128247467584208 -0.030144832096923833 0.020520789060318647 -0.023263163208030714 0.028937083621898053 -0.012711245183888819 0.025818150685413977 0.014661033895110399 0.030093274530296459 -0.012954339368008144 -0.0300843066886314 0.030046438551749956 leaf_weight=0.0056790749404171939 0.038921125214983476 0.0073770541312114801 0.0042295765597373247 0.0038694005138495404 0.024447142550343415 0.011629285206936402 0.0060645571847999227 0.0023213163567561415 0.0058476432855059093 0.0033565645771886929 0.013073341600829735 0.0025717698172229566 0.017206589789566351 0.0022444447822635985 0.0013333373644854865 0.006503185357360052 0.011557865109352861 0.0021337146654332164 0.0278218822099916 0.0017150837356894036 0.0061048422749081501 0.017898704104254648 0.0046052091120145624 0.0086872950996621512 0.0098831884970422834 0.018345900671192794 0.0029339242610149077 0.0041879388973029563 0.0063507999111607205 0.0026812457945197821 leaf_count=22 211 65 4 26 54 74 34 19 25 6 23 10 30 6 11 40 21 20 77 6 9 110 6 21 8 31 2 19 32 2 internal_value=-6.53941e-11 0.0040602 -0.0124883 -0.00087955 -0.000382833 -0.00356108 -0.001383 0.00502803 0.000820296 -0.0222202 0.00904511 0.00252417 0.00619089 0.00418302 0.00572525 0.00735558 -0.00359855 0.0136787 0.0168791 4.0967e-05 -0.00207579 -0.00660668 0.000242727 0.00474066 0.00945754 0.0108304 0.00219321 -0.0047331 -0.0124622 0.00383014 internal_weight=0.281583 0.0501374 0.0116066 0.231446 0.227576 0.143366 0.12838 0.0842105 0.0597634 0.0149858 0.0385308 0.0254574 0.0228857 0.0539157 0.0515944 0.04935 0.0180611 0.0312889 0.0291552 0.122315 0.102254 0.061425 0.0435263 0.0408292 0.0321419 0.020061 0.0222588 0.0161539 0.01322 0.00686918 internal_count=1024 154 69 870 844 571 491 273 219 80 85 62 52 194 175 169 61 108 88 457 420 327 217 93 72 37 64 55 53 21 is_linear=0 shrinkage=0.03 Tree=252 num_leaves=31 num_cat=0 split_feature=17 16 17 15 14 14 17 16 15 19 6 10 11 11 9 1 15 15 1 10 16 1 11 11 17 14 1 1 17 10 split_gain=0.00109951 0.00198693 0.00113154 0.00331754 0.00174141 0.0015075 0.0011877 0.00292958 0.00292204 0.0043615 0.00354879 0.00330689 0.00398962 0.00349891 0.0043899 0.00317402 0.00429695 0.00383456 0.00404145 0.00379584 0.00292189 0.00290947 0.00281062 0.00321719 0.00507753 0.0029071 0.00318508 0.0041574 0.00297058 0.0027955 threshold=3.6511404627855728 49.999999972222227 25.923643148104102 44.800764537007758 36.851851851851862 58.653846153846168 56.147161542596258 64.468864119611183 75.121240477873911 54.900677582907242 0.9999232095811722 0.99984004415445416 0.27871485398697177 0.33333333166666673 0.30555555862139927 0.20526315789473684 61.03235434090373 48.498306294070268 0.8257575757575758 0.99974134460868724 71.299533693249074 0.73508771929824579 0.19127394815951335 0.20465318554575609 61.3312347169487 23.571428571428573 0.074175824175824148 0.20526315789473684 99.995893107219175 0.95352381100324624 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 -14 -15 16 19 18 -17 -4 -9 -16 -8 -24 -25 -26 -27 -28 29 -29 right_child=2 -3 6 -5 5 -7 22 20 -10 -11 -12 -13 13 14 21 17 -18 -19 -20 -21 -22 -23 23 24 25 26 27 28 -30 -31 leaf_value=-0.0085035554594429415 0.019536063691663323 0.03008934984453096 -0.030091249595761347 -0.03004565943067793 -0.030051031509268213 0.016047228471878713 -0.030061735039683398 -0.030102568314026294 -0.016950719005868913 0.020209296809071083 -0.030088423314616822 0.013402338923896742 0.023046190086898836 -0.030086002233643865 0.008660316562213978 -0.03007431125192148 0.030060780750725324 -0.030106241292840369 0.016454261466547545 0.027844697159907582 0.0091094356737132249 -0.030043229299325101 0.020995827687174895 -0.030089666536220354 -0.030044230126143767 0.011069197079920094 -0.03006861255682949 -0.0079024254119596359 -0.030097705471967759 0.0032163420200852061 leaf_weight=0.0020569400548993136 0.0032017925586842466 0.0028840496670454741 0.0034423062293171824 0.0043167086914763786 0.0017299970331805525 0.0010118929858435877 0.0030736743719899087 0.0047033146211106205 0.0058349385599285588 0.014335140422190307 0.0029340271257751729 0.022184134350027307 0.0085132739131950075 0.003551410542058874 0.022324186413698044 0.0026703026887844308 0.0036496269749477506 0.0090898293665304664 0.0045309016968531068 0.0014450299640884623 0.0026875776220549596 0.0018965585104524499 0.0057092558272415763 0.0055516678712592684 0.0029866482936995445 0.019446763022642699 0.0045878118380642255 0.028573650170528708 0.0030382506731712047 0.070720860420806275 leaf_count=11 5 3 15 43 15 6 22 20 21 17 16 29 9 24 69 15 3 45 8 2 7 21 6 32 41 44 43 137 21 274 internal_value=-2.00297e-10 0.0140231 -0.000258787 -0.0100287 0.00450904 -0.0130385 0.000130534 0.00242011 0.00368876 0.00488628 0.00233898 0.00348118 -0.000120189 0.00622031 0.0010625 -0.00938665 0.00543094 -0.0171515 -0.000799154 -0.0129614 -0.0158438 0.00562971 -0.00168267 -0.00106234 -0.00199585 -0.000790108 -9.86974e-05 -0.00212992 -0.000877364 1.67314e-05 internal_weight=0.272683 0.00494099 0.267742 0.0102604 0.00594368 0.00274189 0.257481 0.113793 0.106402 0.100567 0.0862316 0.0832976 0.0611134 0.0362854 0.0277722 0.024828 0.00853696 0.016291 0.0072012 0.00488734 0.00739089 0.0242207 0.143689 0.140615 0.134906 0.129354 0.126367 0.106921 0.102333 0.0992945 internal_count=1024 14 1010 69 26 21 941 321 294 273 256 240 211 123 114 88 20 68 23 17 27 90 620 598 592 560 519 475 432 411 is_linear=0 shrinkage=0.03 Tree=253 num_leaves=31 num_cat=0 split_feature=17 6 7 17 15 3 17 17 17 1 1 6 15 19 7 3 11 11 17 14 1 1 17 9 10 6 10 10 1 14 split_gain=0.00107053 0.00168676 0.00158163 0.00108157 0.00317253 0.00167236 0.0011026 0.00279722 0.00526201 0.00301353 0.00488495 0.00357913 0.00297309 0.00383705 0.00361713 0.00439639 0.002767 0.00300245 0.00487264 0.00279052 0.00298122 0.00401236 0.00285072 0.00270743 0.00259384 0.00467162 0.00392274 0.00493769 0.00374859 0.00365784 threshold=3.6511404627855728 0.006064697447093371 0.62361111249382728 25.923643148104102 44.800764537007758 0.11329309518403594 56.147161542596258 54.112207364577678 52.890334956943029 0.68990384615384626 0.59166666666666667 0.99809818261536731 72.632889488571763 55.267422088656893 0.50000000750000029 0.92963742575175978 0.19127394815951335 0.20465318554575609 61.3312347169487 23.571428571428573 0.074175824175824148 0.20526315789473684 99.995893107219175 0.20227272500000001 0.95352381100324624 0.92459305645825285 0.97582149462217549 0.99931181921051015 0.21825396825396828 45.054945054945065 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 2 -1 4 5 -2 7 8 9 10 12 -11 13 14 -5 -16 -8 -18 -19 -20 23 -22 24 -21 25 29 -26 28 -28 -23 right_child=3 -3 -4 6 -6 -7 16 -9 -10 11 -12 -13 -14 -15 15 -17 17 18 19 20 21 22 -24 -25 26 -27 27 -29 -30 -31 leaf_value=-0.030176154774507184 -0.03002864308827433 0.030078815278344585 0.021350297834978389 0.004993168262164489 -0.030043863654180099 0.012011869012517126 -0.030058829710208092 0.014476552073209222 -0.030153572801554184 0.012403297405033277 -0.030106026903083782 -0.016301247422712124 -0.030093704137342442 0.030071122138238759 -0.030076632661431901 0.0072208979635847922 0.020566372214414496 -0.030086769396897535 -0.030042739343884375 -0.030055161551670394 -0.030065632284565311 -0.030056356234810889 -0.030094385711289397 0.013963921620937928 0.019003997338251501 -0.030084507193407915 0.030039579334718791 0.0034399617674273041 -0.030077659385368043 0.0042583239717697554 leaf_weight=0.0011284149877610608 0.0010394517903478118 0.0026466427370905876 0.0010215002585027833 0.031297865510168776 0.0041324002568217111 0.0047122978821789729 0.0030161448653416292 0.014861613012271846 0.0047916444982547537 0.031551893567893785 0.0051593062653410007 0.0044624024308177459 0.0026934900797641595 0.0040926153887994579 0.0068344353289830906 0.0048718760663177818 0.0055690817680442697 0.0053059699575896948 0.0028599925531125328 0.0013535620964830733 0.0044076525682612546 0.0032992423530231454 0.0029081929668564035 0.01772468995750387 0.011682073138217675 0.0064412024421471861 0.0010793452383950353 0.050211457486966538 0.0069082155175692606 0.01832226180545149 leaf_count=8 12 3 3 86 43 14 22 28 20 86 25 16 13 3 36 8 6 32 41 8 43 31 21 36 21 35 1 205 47 71 internal_value=-3.10503e-10 0.0140447 -0.00569413 -0.000257525 -0.00999207 0.00441434 0.000124737 0.00236716 0.000487741 0.00210181 -0.00231878 0.00884662 0.000560561 0.00231369 -0.000327921 -0.0145543 -0.00163338 -0.00101244 -0.00191938 -0.000744401 -7.04875e-05 -0.00204816 -0.000823683 0.0108409 4.54365e-05 -0.00765862 0.00313921 -4.52651e-05 -0.0219541 -0.00097778 internal_weight=0.266387 0.00479656 0.00214992 0.26159 0.00988415 0.00575175 0.251706 0.110617 0.0957555 0.0909639 0.0549496 0.0360143 0.0497903 0.0470968 0.0430042 0.0117063 0.141089 0.138073 0.132504 0.127198 0.124338 0.10526 0.100852 0.0190783 0.0979438 0.0280627 0.0698811 0.058199 0.00798756 0.0216215 internal_count=1024 14 11 1010 69 26 941 321 293 273 171 102 146 133 130 44 620 598 592 560 519 475 432 44 411 137 274 253 48 102 is_linear=0 shrinkage=0.03 Tree=254 num_leaves=31 num_cat=0 split_feature=16 14 15 15 1 1 1 19 10 1 6 17 6 3 11 15 19 1 3 9 1 11 17 6 1 6 10 3 10 3 split_gain=0.00110584 0.00340935 0.003139 0.00285742 0.00286044 0.00274595 0.00512263 0.0069059 0.00267348 0.00579031 0.00373849 0.0032357 0.00182467 0.00215751 0.00181833 0.0025647 0.00306182 0.00348665 0.00236775 0.00413528 0.00241276 0.00217411 0.00178586 0.00176096 0.00481406 0.00331619 0.00268036 0.00256081 0.00217385 0.00381312 threshold=33.333333388888896 52.904040404040408 37.379610326174337 39.836256269062766 0.87083333333333346 0.51315789473684226 0.2264957264957265 55.700820383401258 0.99776766111806114 0.21825396825396828 0.9206293545468085 28.407401921511511 0.99159382351405811 0.6563792242595583 0.97072649462307703 35.871237244241243 54.843944828764144 0.88194444444444453 0.99862335826171078 0.97368421000000016 0.13809523809523813 0.96895425254766865 96.727560184026359 0.99852185319376796 0.18465909090909091 0.99761720997787873 0.99931181921051015 0.12283896843446927 0.9999493660273383 0.51499963853226183 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 6 8 -8 10 -10 11 -5 -7 -14 21 -16 -17 18 19 20 -18 22 23 25 -25 -2 -26 -28 -29 -30 right_child=14 2 -4 4 -6 12 7 -9 9 -11 -12 -13 13 -15 15 16 17 -19 -20 -21 -22 -23 -24 24 26 -27 27 28 29 -31 leaf_value=-0.021783469884152893 0.00122735737973091 0.013698190973890851 -0.030050768528218159 0.014522377498143463 -0.019668826048913998 0.019474898513436961 -0.030090691903687738 0.027167859403460653 -0.030041891993903135 0.02578429588019002 0.026518387992021379 -0.030061309199549895 -0.030051065179134209 0.024550233010274439 0.019221606141264069 -0.030065875444642804 0.0077450663297219374 -0.030106090285971991 -0.030100581955030768 0.020620278959847214 -0.030070520538956598 0.030081487374242852 -0.030153547332308805 -0.030063865437288399 -0.030091754429451886 -0.030108659171664387 -0.030047334770256343 0.020112538023916417 0.017916039878194328 -0.012597019691481847 leaf_weight=0.0052612093400057338 0.11718590353575564 0.0018760900638881139 0.0069221257565459382 0.0035393908701735208 0.0052336175567688761 0.01202878392268758 0.0087335462712871959 0.002421345307084267 0.004245438060934247 0.0027586591995714116 0.0090908567508449778 0.0024998349726956803 0.0015998109738575303 0.0010985546941810753 0.0032247730414383105 0.0050465461144995052 0.0028781528380932295 0.003694459879625355 0.0018043843301711595 0.0079743593551029335 0.0032144125398190226 0.0025064744986593715 0.001546913706988561 0.0028326255996944374 0.0014097466664679805 0.0031203753105728529 0.0012541000396595328 0.019840252077301557 0.0087127787646750221 0.0063887470059853521 leaf_count=52 388 4 104 13 20 23 69 2 42 6 12 15 14 3 5 43 4 16 6 17 22 1 5 24 7 15 11 40 19 22 internal_value=1.09294e-11 -0.00331023 -0.0207219 -0.000692059 0.00139182 0.00368737 -0.00108443 -0.0176618 0.00727002 -0.00805399 0.0143639 -0.00393228 0.0144735 -0.00782186 0.00115664 -0.00593512 -0.00923122 -0.00385739 0.00225268 0.00640267 -0.0122063 0.00235455 0.00192633 0.00223505 0.00765101 0.000414597 0.0104919 0.0120725 0.0135842 0.0050074 internal_weight=0.259944 0.0673093 0.00879822 0.058511 0.0532498 0.0480162 0.0332891 0.0111549 0.0221342 0.0070041 0.0151301 0.00603923 0.0147271 0.00269837 0.192635 0.0278371 0.0246123 0.0195658 0.0158713 0.0140669 0.00609257 0.164798 0.162291 0.160745 0.0404383 0.120306 0.0376056 0.0361959 0.0349418 0.0151015 internal_count=1024 379 108 271 219 199 159 71 88 48 40 28 40 17 645 113 108 65 49 43 26 532 531 526 123 403 99 92 81 41 is_linear=0 shrinkage=0.03 Tree=255 num_leaves=31 num_cat=0 split_feature=16 14 15 15 1 1 1 19 10 1 6 17 1 6 3 11 2 19 19 14 11 1 10 6 16 17 16 3 19 17 split_gain=0.00104613 0.00316341 0.00312066 0.00266482 0.00268228 0.00255806 0.00490769 0.00646332 0.00255405 0.00548205 0.00353311 0.00308945 0.00173767 0.0017111 0.00205739 0.00168918 0.00289824 0.0032588 0.00418316 0.00215605 0.00209379 0.00172748 0.00260529 0.00387742 0.00238196 0.00222114 0.00211517 0.00600976 0.00437864 0.00209881 threshold=33.333333388888896 52.904040404040408 37.379610326174337 39.836256269062766 0.87083333333333346 0.51315789473684226 0.2264957264957265 55.700820383401258 0.99776766111806114 0.21825396825396828 0.9206293545468085 28.407401921511511 0.85164835164835184 0.99159382351405811 0.6563792242595583 0.97072649462307703 0.49074074074074076 63.16583432409341 54.843944828764144 22.474747474747478 0.96895425254766865 0.97368421052631593 0.99986789171774804 0.96060381614669033 75.000000125000028 76.689377963221276 66.283524448275884 0.45612578053007097 59.070421115753156 93.408692492300403 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 12 5 6 8 -8 10 -10 11 -5 -1 -7 -15 20 19 18 -18 -17 21 24 23 -23 26 -26 28 -28 29 -2 right_child=15 2 -4 4 -6 13 7 -9 9 -11 -12 -13 -14 14 -16 16 17 -19 -20 -21 -22 22 -24 -25 25 -27 27 -29 -30 -31 leaf_value=-0.030060511567948756 0.0015781793296816872 0.014410532067075597 -0.030048344869096442 0.014337313522029715 -0.019346837707085507 0.019073505494144532 -0.030085656823993157 0.026895890785953825 -0.030040275650768358 0.025473082378619189 0.026306141438155423 -0.030059290672761033 0.013853762237379537 -0.030049979109502307 0.024291512600306025 0.017088205613278208 -0.030082374879303025 -0.030109312349071795 0.010980383060798814 -0.0300614029076679 0.030078393247049914 0.0091795394670391526 0.022565652467620993 -0.030068298986883804 0.0039742834879571568 -0.030194103975762332 -0.030095986049085099 0.016019857841369479 -0.030085573348203477 -0.030141204416781857 leaf_weight=0.004102826746475329 0.10086348703725889 0.0018114755876013078 0.006590672047877888 0.003445422968979984 0.0050850429988713577 0.011665479045404936 0.0083088455614870327 0.0022840383899165326 0.0040575540992904271 0.0026444087698109797 0.0087415788766520564 0.0023886597173259361 0.0010107426351169124 0.001535526280349587 0.0010598262851999607 0.0010302297887392333 0.0026336327728131428 0.0028083937222618252 0.014670572121758596 0.0057142993864545133 0.0024027875624597064 0.012017693185043754 0.0085677100887551205 0.0027917080988117968 0.002879729676351416 0.0042235284454363864 0.0029302214670678941 0.019261545327026397 0.0042501429670664939 0.0019130453883917644 leaf_count=47 377 4 104 13 20 23 69 2 42 6 12 15 5 14 3 7 21 17 32 36 1 29 13 12 8 10 22 29 20 11 internal_value=-3.34485e-11 -0.00329143 -0.0204632 -0.000730107 0.00133168 0.00361106 -0.00111453 -0.0177993 0.00719183 -0.00813624 0.0142398 -0.00384007 -0.0213805 0.014172 -0.00785934 0.00112755 -0.00584096 -0.000134057 0.00473079 -0.0228593 0.0022821 0.00186389 0.00939855 0.00178096 0.000571807 -0.0163419 0.00150157 0.00993068 -0.000246189 0.000987766 internal_weight=0.253691 0.0647321 0.00840215 0.05633 0.0512164 0.0461313 0.0318705 0.0105929 0.0212776 0.00670196 0.0145757 0.00583408 0.00511357 0.0142608 0.00259535 0.188959 0.0268571 0.0201126 0.0173042 0.00674453 0.162102 0.159699 0.0233771 0.0148094 0.136322 0.00710326 0.129218 0.0221918 0.107027 0.102777 internal_count=1024 379 108 271 219 199 159 71 88 48 40 28 52 40 17 645 113 70 53 43 532 531 54 41 477 18 459 51 408 388 is_linear=0 shrinkage=0.03 Tree=256 num_leaves=31 num_cat=0 split_feature=16 14 15 15 1 1 1 19 10 1 10 17 11 1 11 2 19 19 9 3 11 15 17 11 15 11 1 1 7 7 split_gain=0.00101546 0.00295419 0.00303293 0.0025203 0.00252722 0.00238258 0.00467959 0.00605157 0.00241747 0.00519317 0.00335308 0.00292535 0.00164408 0.0029916 0.00158405 0.00282007 0.00313805 0.0039377 0.00239364 0.00319839 0.002014 0.00198071 0.00166722 0.00168717 0.00487297 0.00406361 0.00345029 0.00302578 0.00274482 0.00346657 threshold=33.333333388888896 52.904040404040408 37.379610326174337 39.836256269062766 0.87083333333333346 0.51315789473684226 0.2264957264957265 55.700820383401258 0.99776766111806114 0.21825396825396828 0.91890853180826537 28.407401921511511 0.36103448144347211 0.53589743589743599 0.97072649462307703 0.49074074074074076 63.16583432409341 54.843944828764144 0.97368421000000016 0.19059421304769941 0.96895425254766865 35.219894564562033 96.727560184026359 0.7955521877015338 47.639929940851601 0.61204350697756149 0.24038461538461539 0.13809523809523813 0.24999999625 0.30000000075000011 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 6 8 -8 10 -10 11 -5 -7 -14 20 21 17 -17 19 -19 22 -16 23 25 -25 28 27 -27 -2 -30 right_child=14 2 -4 4 -6 12 7 -9 9 -11 -12 -13 13 -15 15 16 -18 18 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31 leaf_value=-0.021244796893479311 0.015404192446343792 0.014219273941154317 -0.030046301919053713 0.013946145850826621 -0.019073542786290094 0.019372830303632509 -0.030081224924704972 0.026633213363877101 -0.030038732474272297 0.025170353358811973 0.026068461672366657 -0.030057039046382933 0.030049926940100464 -0.030042768052456641 0.015489084653448603 -0.030078396790842867 -0.030104763080036338 0.020664068778634425 0.018898976659336365 -0.030076900521960985 0.030075431023587094 -0.030057075151165655 -0.030143831379543205 -0.030079309581176557 0.012936777533105457 -0.016143561880944401 -0.02070346679365213 0.024114714649012374 -0.030091358383898786 0.0021983894377574846 leaf_weight=0.0049295951453132139 0.013931232410868688 0.0017895493219839409 0.0062877152369082978 0.0033659971968518229 0.0049523344596309462 0.010766321378469002 0.0078980487298849766 0.002155339840101079 0.0038743284858355756 0.0025378229838679545 0.0083943083900521742 0.0022812641927885124 0.001261433702893556 0.0018232756228826474 0.0010198029049206516 0.0024996053534778176 0.0027025494218833037 0.0020207308698445567 0.0099768780246449751 0.002502787065168377 0.0023054643534123889 0.0054609650842394331 0.0014540831216436336 0.00261857366967888 0.024982187385830912 0.0031038536199048386 0.013178899301237834 0.0036633407798944972 0.003094394933214061 0.090746163332369179 leaf_count=52 38 4 104 13 20 19 69 2 42 6 12 15 1 20 2 21 17 2 16 14 1 41 5 27 52 21 95 6 22 265 internal_value=7.22956e-11 -0.00331271 -0.0202391 -0.000792089 0.00125258 0.00352188 -0.00116301 -0.0179223 0.00707447 -0.00818789 0.0140441 -0.00382935 0.0138404 -0.00546899 0.00111431 -0.00572331 -7.66653e-05 0.00469701 0.0106917 -0.00741006 0.00223975 -0.02289 0.0018304 0.00212974 0.0088557 0.000676213 -0.0117625 0.00564978 0.00297833 0.00113363 internal_weight=0.247579 0.0623173 0.00807726 0.0542401 0.0493105 0.0443581 0.0305071 0.0100534 0.0204537 0.00641215 0.0140416 0.00564726 0.013851 0.00308471 0.185262 0.0261833 0.0197026 0.017 0.0145004 0.00452352 0.159078 0.00648077 0.156773 0.155319 0.0276008 0.127718 0.0199461 0.00676719 0.107772 0.0938406 internal_count=1024 379 108 271 219 199 159 71 88 48 40 28 40 21 645 113 70 53 32 16 532 43 531 526 79 447 122 27 325 287 is_linear=0 shrinkage=0.03 Tree=257 num_leaves=31 num_cat=0 split_feature=17 16 15 7 3 15 6 10 15 1 7 17 6 11 19 19 7 6 6 11 19 17 17 10 10 6 6 11 6 10 split_gain=0.00102159 0.00170551 0.00104834 0.00222294 0.0014263 0.00220278 0.00129568 0.00480135 0.00365332 0.00463226 0.00273851 0.00256341 0.00229796 0.0043605 0.00207663 0.0033833 0.00240498 0.00365948 0.00338037 0.00255129 0.00201766 0.00185057 0.00263804 0.00165328 0.00190447 0.00439965 0.00266843 0.00371182 0.00229052 0.00225156 threshold=3.6511404627855728 49.999999972222227 36.926230142482041 0.23166369002891379 0.15692685995915734 36.048802663467157 0.90314020540061968 0.65833067341220664 70.100727060218972 0.54195804195804198 0.90000000225000021 47.816934578343457 0.59287391644726839 0.15767089996659242 56.992129644156272 52.665352302363068 0.18065267642261776 0.56777378262287082 0.47578412449695873 0.89304175887706738 60.825532092385352 42.504914136602203 33.019141569562926 0.90883470794118171 0.95352381100324624 0.93174347812620695 0.96715485551980085 0.19386422446074422 0.9706783647936208 0.97612585019922704 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 -2 5 -5 7 10 20 -10 12 -8 13 -4 15 16 17 -15 19 21 -9 22 -18 -13 25 -25 27 -26 -28 -30 right_child=2 -3 6 4 -6 -7 11 8 9 -11 -12 23 -14 14 -16 -17 18 -19 -20 -21 -22 -23 -24 24 26 -27 28 -29 29 -31 leaf_value=-0.0074895343325481322 -0.015062458870300034 0.030080728735040734 -0.030081672613809268 -0.03004313574450531 0.025071623416920978 0.015128673802400979 0.024891208050548275 -0.030067620992599853 0.014908536168958141 -0.03009618232812266 -0.022513853945438769 0.024198767950244716 0.018350622503601803 -0.030044273334302245 0.01906395547802554 -0.030062928786480331 0.0099019260169237629 0.03004696587823634 -0.030104802106929389 -0.030035265850594874 0.0098032780078623951 0.024659386115813475 -0.030040648125679487 0.0076897779306274051 -0.030109391386640143 -0.030076606716747514 -0.030144787555687322 0.020916319340585306 0.018924245340625416 -0.00086286668293895463 leaf_weight=0.0018812864782375973 0.0029434633470373237 0.0025770975043997169 0.003951944601340073 0.0013395458699960727 0.0054312401916831732 0.0035369430624996312 0.0039169538649730376 0.011533889875636305 0.0057685750689415727 0.0032002783627831377 0.004253805991538683 0.0025539928269608927 0.007134223386856319 0.0039256817090063114 0.0060986102107563047 0.0030561610092263427 0.016979369662749377 0.0011881502578034997 0.002134595997631549 0.001418638248651404 0.0012678625353146353 0.006829465630289632 0.0016311317954205143 0.0053092511134309461 0.0014667549985460946 0.0058188726179650985 0.0022999894317763383 0.01024578439319157 0.0054402553287218316 0.10639207613826329 leaf_count=11 16 3 32 9 7 7 7 92 10 15 27 5 14 55 10 18 55 1 8 14 4 13 17 25 5 36 6 21 10 471 internal_value=-1.79338e-11 0.0142274 -0.000267565 0.00793131 0.0144974 0.00272022 -0.000752985 -0.00380237 -0.0158325 -0.00115011 0.000666826 0.0009556 0.00248117 8.32237e-05 0.00283877 0.000176163 0.00288574 -0.0160826 0.00623139 0.00911922 -0.0261189 0.0113026 0.00640113 0.000283654 -0.000162267 -0.0120582 0.000889658 0.0145264 -0.000509778 9.97077e-05 internal_weight=0.241526 0.00445838 0.237068 0.0132512 0.0103077 0.00487649 0.223816 0.0803724 0.0217706 0.00896885 0.0586018 0.143444 0.054348 0.0472137 0.0432618 0.0371632 0.034107 0.00511383 0.0289932 0.0268586 0.0128018 0.02544 0.0186105 0.139527 0.136973 0.0111281 0.125845 0.0117125 0.114132 0.111832 internal_count=1024 14 1010 39 23 16 971 385 121 25 264 586 237 223 191 181 163 56 107 99 96 85 72 579 574 61 513 26 487 481 is_linear=0 shrinkage=0.03 Tree=258 num_leaves=31 num_cat=0 split_feature=16 14 15 15 1 1 1 19 10 1 6 17 11 1 1 1 1 1 9 7 19 9 1 9 17 10 1 14 11 16 split_gain=0.00100975 0.0028191 0.00266521 0.00224443 0.00228825 0.00212511 0.0043063 0.00561551 0.00223448 0.00489228 0.00303785 0.00271218 0.00160333 0.00274607 0.00148677 0.00410109 0.00203456 0.00279994 0.0024335 0.0045941 0.00434702 0.00420338 0.00244684 0.00231213 0.00438671 0.00195986 0.00217964 0.00322103 0.00190676 0.00344819 threshold=33.333333388888896 52.904040404040408 37.379610326174337 39.836256269062766 0.87083333333333346 0.51315789473684226 0.2264957264957265 55.700820383401258 0.99776766111806114 0.21825396825396828 0.9206293545468085 28.407401921511511 0.36103448144347211 0.53589743589743599 0.8257575757575758 0.75961538461538469 0.68990384615384626 0.62828947368421062 0.33333333166666673 0.66666666333333346 44.846258493344592 0.4166666645833334 0.43303571428571436 0.93160714667755118 60.705257403866185 0.35654120693873126 0.87083333333333346 49.005847953216382 0.60267944014956132 48.448773333333342 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 -1 5 6 8 -8 10 -10 11 -5 -7 -14 15 16 17 18 19 -2 -21 -20 -22 24 -18 -16 -27 -28 -23 -30 right_child=14 2 -4 4 -6 12 7 -9 9 -11 -12 -13 13 -15 25 -17 23 -19 21 20 22 28 -24 -25 -26 26 27 -29 29 -31 leaf_value=-0.020680706831623652 -0.030107050772253834 0.012635771618119769 -0.030044139703992064 0.013748903336284288 -0.018669731874336334 0.018926592988359799 -0.03007664984457957 0.026382743111026369 -0.030036760738118826 0.024883915857728544 0.025735731657890358 -0.030053165369925201 0.030044158153832816 -0.030042046300063178 -0.012396403141211638 -0.03009898934351881 0.015611589988887989 -0.022232593166645519 0.02299841920710308 0.022659994439747238 -0.030079415512037529 0.0049693156755713465 0.014718216524421819 0.029323492327406258 -0.030063310478702879 0.020339299463298273 -0.030064718234593859 0.0065885848258444707 -0.030049238344502661 -0.0014619386271471949 leaf_weight=0.0046801811449768129 0.0064933321682474334 0.0016967464107437982 0.0058808978824345104 0.0032026995413616541 0.0047251367650460443 0.01022766778987716 0.0073507397464709356 0.0020214867836330086 0.0036589350515896504 0.002428723360026197 0.00783335920641548 0.002110711671775789 0.0011271878611296424 0.0017432206350349588 0.0048859283770070752 0.0040936077657534034 0.0068128271877867519 0.0052897914129061965 0.0078898962510720594 0.0048637998879712541 0.0036790228114114143 0.038059718541717302 0.0015637480792065617 0.0043686025419447114 0.0026203316783721675 0.0095072490585152991 0.0023159171760198652 0.031604897456418257 0.0042040194266519384 0.039261572022951441 leaf_count=52 34 4 104 13 20 19 69 2 42 6 12 15 1 20 27 37 15 32 15 9 21 114 6 5 21 18 16 77 50 148 internal_value=-4.10222e-11 -0.00341137 -0.0204875 -0.000879641 0.00111633 0.00335808 -0.00122427 -0.017899 0.00690069 -0.00812569 0.0138587 -0.00365113 0.0133661 -0.00644665 0.00112783 -0.000551096 0.000415739 -0.000931443 0.000131412 -0.0104175 0.00223284 0.0020898 -0.0167177 0.0112801 0.00292407 0.00561757 0.00764425 0.00408611 6.63005e-05 -0.00422692 internal_weight=0.236202 0.0586877 0.00757764 0.05111 0.0464299 0.0417047 0.0286067 0.00937223 0.0192344 0.00608766 0.0131468 0.00531341 0.0130981 0.00287041 0.177514 0.1292 0.125107 0.111305 0.106015 0.0165999 0.0101066 0.0894152 0.00524277 0.0138018 0.00943316 0.048314 0.0434281 0.0339208 0.0815253 0.0434656 internal_count=1024 379 108 271 219 199 159 71 88 48 40 28 40 21 645 507 470 429 397 70 36 327 27 41 36 138 111 93 312 198 is_linear=0 shrinkage=0.03 Tree=259 num_leaves=31 num_cat=0 split_feature=16 14 15 15 6 19 15 10 6 17 19 19 15 14 1 14 15 1 1 1 3 15 14 7 3 15 1 1 9 7 split_gain=0.000978135 0.00266939 0.00255953 0.00213131 0.00225583 0.00235708 0.00225936 0.0020816 0.00164607 0.00262599 0.00190171 0.00253013 0.00422213 0.0025085 0.00175877 0.00149522 0.00194704 0.0014399 0.00135869 0.0039068 0.00284181 0.00277983 0.00203861 0.0037639 0.00201578 0.00389099 0.00190725 0.00270721 0.0023129 0.00440305 threshold=33.333333388888896 52.904040404040408 37.379610326174337 39.836256269062766 0.99820421038510987 55.700820383401258 43.762300029104495 0.99882365571644982 0.99805384706694611 72.668319985788443 50.031023377356419 45.511400210444101 54.691097416323437 37.339743589743598 0.8257575757575758 33.02469135802469 49.881244962671211 0.80625000000000013 0.8257575757575758 0.75961538461538469 0.90599638785615977 57.484211534050942 64.863547758284611 0.47809522853333347 0.23756813852572153 46.164559784129679 0.68990384615384626 0.62828947368421062 0.33333333166666673 0.66666666333333346 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 17 8 6 -6 -8 9 10 11 12 13 15 -15 16 -5 -1 19 26 21 24 -23 -24 -20 -26 27 28 29 -2 right_child=18 2 -4 4 5 -7 7 -9 -10 -11 -12 -13 -14 14 -16 -17 -18 -19 20 -21 -22 22 23 -25 25 -27 -28 -29 -30 -31 leaf_value=-0.030053593625299642 -0.030102741862327365 0.012327221703274917 -0.030042704554978827 -0.030025741509456891 0.011620011049623787 0.017508589815182832 0.01611097274672741 -0.030095313078330584 0.030082758545892083 -0.030027021299321777 -0.030148672210617886 0.020803725600403583 -0.030073081034616755 -0.030039637125569178 0.0066904420097162118 0.022465634626770363 0.020229984251191688 0.0092709237226728334 0.013133822948274745 -0.030093250525871178 0.019528714713297743 -0.03007990802722051 0.030048637094592715 -0.030081100039005777 -0.030085357506629763 0.0065366030486186484 0.01109183250807119 -0.022000898731869761 0.0020793368238537029 0.0022405066890717746 leaf_weight=0.0034417911056152653 0.0062001398810025412 0.0016624474228592581 0.005624540045005233 0.0012954271533089931 0.0020291729370001121 0.0022593139146920302 0.0010111312658409588 0.0066385423963311041 0.0022223042906261972 0.0019846232898998997 0.0012745661442750125 0.0085947907864465378 0.0032272361495415671 0.0022105435373305235 0.0025004823019116884 0.0078401970549748512 0.0014939908433007076 0.0011077146909883595 0.015693889659814886 0.0038940421727602361 0.010136900174984476 0.0038106230676930855 0.0019441790063865483 0.0018084121529682307 0.0034683133835642374 0.010564219750449411 0.013442578339436295 0.0052034529035154256 0.087931689115066547 0.00973771598910389 leaf_count=45 34 4 104 18 13 3 3 59 2 30 4 18 16 28 8 14 3 7 38 37 16 21 3 11 18 31 41 32 327 36 internal_value=1.50404e-10 -0.00343221 -0.0203765 -0.000919125 0.00107689 -0.0100821 -0.0165226 -0.0239878 0.00515782 0.00333706 0.00566553 0.00734605 0.0011167 0.00767814 -0.0105443 0.0157543 -0.00310916 -0.0204789 0.00111393 -0.000510613 0.00544395 0.00161512 -0.0146237 0.0010715 0.00574672 -0.00251497 0.000429643 -0.000884406 0.000173446 -0.0103417 internal_weight=0.230255 0.0564188 0.00728699 0.0491318 0.0445823 0.0119382 0.00967885 0.00764967 0.0326442 0.0304219 0.0284372 0.0271627 0.0185679 0.0153406 0.00471103 0.0106296 0.00278942 0.00454951 0.173836 0.12641 0.0474265 0.0372896 0.00756321 0.00375259 0.0297264 0.0140325 0.122516 0.109073 0.10387 0.0159379 internal_count=1024 379 108 271 219 78 75 62 141 139 109 105 87 71 36 35 21 52 645 507 138 122 35 14 87 49 470 429 397 70 is_linear=0 shrinkage=0.03 Tree=260 num_leaves=31 num_cat=0 split_feature=16 14 15 15 6 19 15 10 6 11 19 19 16 11 3 11 11 2 19 19 9 3 11 1 1 16 10 6 17 16 split_gain=0.000975144 0.00252544 0.00249373 0.00200926 0.002153 0.00224505 0.00219097 0.00195365 0.0015997 0.00408014 0.00192549 0.00188976 0.00214907 0.00233456 0.00251454 0.00195376 0.00142898 0.00252656 0.00282353 0.0034667 0.00207629 0.00291252 0.00178923 0.00165172 0.00162179 0.00213854 0.00213167 0.00341357 0.00186722 0.00175122 threshold=33.333333388888896 52.904040404040408 37.379610326174337 39.836256269062766 0.99820421038510987 55.700820383401258 43.762300029104495 0.99883146236776621 0.99805384706694611 0.49999999802631584 50.031023377356419 47.737423725729535 20.538720666666674 0.18537525602968116 0.99862335826171078 0.095846338505267345 0.97072649462307703 0.49074074074074076 63.16583432409341 54.843944828764144 0.97368421000000016 0.19059421304769941 0.96895425254766865 0.15587044534412961 0.97368421052631593 75.000000125000028 0.99986789171774804 0.96060381614669033 76.689377963221276 66.283524448275884 decision_type=2 2 2 2 2 2 2 2 2 2 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 8 6 -6 -8 9 10 11 12 15 14 -14 -5 22 23 19 -19 21 -21 24 -18 25 29 27 -26 -27 -2 right_child=16 2 -4 4 5 -7 7 -9 -10 -11 -12 -13 13 -15 -16 -17 17 18 -20 20 -22 -23 -24 -25 26 28 -28 -29 -30 -31 leaf_value=-0.020310297973619721 -0.00022642459430805822 0.012159352850775766 -0.03004119963485604 0.018521708796275026 0.01146512161966612 0.017327323473234815 0.014766289638460691 -0.030092135053557345 0.030080692503673016 -0.030032739383984861 -0.030140752772649645 0.025929221826396811 -0.030052227039016707 0.014903445968634568 0.025309403020538929 -0.030053859887213007 0.012251176762169993 -0.030073610783068194 -0.030095168251061986 0.019988268690397354 0.018318444072274027 -0.030071573614886868 0.030068061489369913 -0.03005439798006208 0.0093618511969356267 0.0031676983100153541 0.021970632248627327 -0.03006209390761639 -0.030174441699041835 0.009545031716611042 leaf_weight=0.0044025948691341901 0.097385828014466824 0.0016420696483692146 0.0054197937522530992 0.0010453322174726045 0.0019929835025322973 0.00218050231342204 0.0010119452181243105 0.0063996431626947015 0.0021371553884819141 0.0029877421429773668 0.0012025114338030099 0.004676998611103044 0.0023661644945605067 0.013531099015381187 0.0010733290764619596 0.0025955577539207297 0.00100217298586358 0.0022302531187960986 0.0024475224563502698 0.0019318519043736168 0.0091873497758570011 0.0022811155613453593 0.002048324327915906 0.0048510953411096125 0.0109179719875101 0.0025537002074997863 0.0077984271356399395 0.0024136367828759839 0.0037045208237032057 0.019875848503033922 leaf_count=52 408 4 104 2 13 3 4 58 2 43 4 8 22 36 2 22 8 21 17 2 16 14 1 35 29 8 13 12 10 51 internal_value=-1.29206e-11 -0.00348699 -0.0202285 -0.00100344 0.000964117 -0.0100996 -0.0164586 -0.0239674 0.0050182 0.00320122 0.00694945 0.00871316 0.00480662 0.00929354 -0.0127761 -0.0161074 0.00111714 -0.00568015 -0.000133574 0.00455798 0.0103218 -0.00711668 0.00222601 -0.022811 0.00183175 0.000517913 0.00951204 0.0022243 -0.016569 0.00142984 internal_weight=0.225295 0.0546654 0.00706186 0.0476036 0.043201 0.0115851 0.00940457 0.00741159 0.0316159 0.0294787 0.026491 0.0252885 0.0206115 0.0169706 0.00343949 0.00364089 0.17063 0.0239314 0.0180781 0.0156306 0.0134003 0.00421297 0.146698 0.00585327 0.14465 0.12352 0.02113 0.0133316 0.00625822 0.117262 internal_count=1024 379 108 271 219 78 75 62 141 139 96 92 84 60 24 24 645 113 70 53 32 16 532 43 531 477 54 41 18 459 is_linear=0 shrinkage=0.03 Tree=261 num_leaves=31 num_cat=0 split_feature=16 14 15 15 6 19 15 10 6 11 19 19 14 1 15 3 11 9 6 14 11 2 19 19 9 3 11 1 16 10 split_gain=0.000915179 0.00237167 0.00249252 0.00188306 0.00204575 0.00209463 0.00209765 0.00191218 0.00153972 0.00390427 0.00181982 0.00179445 0.00205785 0.0029788 0.00251463 0.00206221 0.00143709 0.00143532 0.00135817 0.00213397 0.00135104 0.00245271 0.00269307 0.0032789 0.001964 0.00273473 0.00171779 0.00152099 0.0020195 0.00201918 threshold=33.333333388888896 52.904040404040408 37.379610326174337 39.836256269062766 0.99820421038510987 55.700820383401258 43.762300029104495 0.99883146236776621 0.99805384706694611 0.49999999802631584 50.031023377356419 47.737423725729535 37.339743589743598 0.73508771929824579 51.441049470813759 0.99862335826171078 0.7981975039896495 0.49999999625000008 0.97613535754668068 36.851851851851862 0.97072649462307703 0.49074074074074076 63.16583432409341 54.843944828764144 0.97368421000000016 0.19059421304769941 0.96895425254766865 0.97368421052631593 75.000000125000028 0.99986789171774804 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 16 8 6 -6 -8 9 10 11 12 14 -14 18 -16 -1 -15 -5 -20 26 -22 23 -23 25 -25 27 28 -2 -29 right_child=20 2 -4 4 5 -7 7 -9 -10 -11 -12 -13 13 17 15 -17 -18 -19 19 -21 21 22 -24 24 -26 -27 -28 29 -30 -31 leaf_value=-0.030051163739836968 0.0013835070112756412 0.013010711109774789 -0.030039634253353119 0.027107721022014798 0.011203315256122576 0.016945833758560833 0.014618163934299091 -0.03008870992956577 0.030078208071731203 -0.030031674957650398 -0.030134314854970427 0.025667894783972307 -0.030045163754238657 -0.0040323091258467267 -0.030058748867771833 0.021733986452608219 0.0097075215998240101 0.030089997408367861 -0.030030285937231282 0.030054723491754594 -0.022824128519959307 -0.030070339633679971 -0.030091494570399797 0.019391503450044905 0.017894265982336333 -0.030069078221214223 0.030065439035885193 0.0021832947337868378 -0.016423837699636724 0.021645648990838991 leaf_weight=0.003205088406957656 0.1160449511439765 0.0015778225497342637 0.0051977795928905834 0.0068310037604533136 0.0019626244047685759 0.0021044386521680289 0.0010015592761192238 0.006137128561249483 0.0020484823617152861 0.0028702364597847909 0.001143416768172755 0.0045155564366723402 0.0031006197150418302 0.0033066991818486713 0.0018995315404026778 0.0010882948408834636 0.001098677786103508 0.0016696766251698136 0.0010765363276732387 0.0010516917100176215 0.0056521523110859553 0.0021238519939288389 0.0023359920705843243 0.0018679298227652916 0.0090384543555046548 0.0021805952383147087 0.0019586668349802485 0.013116809783241479 0.0060295914190646718 0.0075643907694029613 leaf_count=43 459 4 104 12 13 3 4 58 2 43 4 8 30 13 11 3 9 1 13 1 43 21 17 2 16 14 1 41 18 13 internal_value=5.47117e-11 -0.00344146 -0.0200146 -0.00100621 0.000938917 -0.0100277 -0.0162646 -0.0238163 0.00495468 0.00315225 0.00686076 0.00858453 0.00473212 -0.00696443 0.0126398 -0.0111936 -0.0199015 0.00741643 0.020588 -0.000338493 0.00108394 -0.00563706 -0.000100785 0.00450502 0.0101162 -0.00724869 0.00216138 0.00177852 0.000503954 0.00930188 internal_weight=0.2208 0.0528869 0.0067756 0.0461113 0.0418075 0.0112058 0.00910131 0.00713869 0.0306017 0.0285533 0.025683 0.0245396 0.0200241 0.008077 0.0119471 0.00298783 0.00430377 0.00497638 0.00895923 0.00212823 0.167913 0.023199 0.0175468 0.0152108 0.013087 0.00404853 0.144714 0.142756 0.122075 0.0206812 internal_count=1024 379 108 271 219 78 75 62 141 139 96 92 84 44 40 14 52 14 26 14 645 113 70 53 32 16 532 531 477 54 is_linear=0 shrinkage=0.03 Tree=262 num_leaves=31 num_cat=0 split_feature=17 16 17 15 14 3 3 3 16 17 14 14 15 11 6 7 19 16 3 16 14 16 6 1 17 3 15 14 1 14 split_gain=0.000899262 0.00153579 0.000957258 0.00254995 0.00141307 0.000972477 0.00452 0.00391714 0.00328534 0.00275992 0.00253144 0.00288074 0.00301196 0.00241506 0.00337028 0.00238828 0.00461599 0.00274508 0.00312134 0.00286362 0.00457645 0.00237584 0.00206486 0.00206202 0.00265062 0.00202335 0.00197937 0.00265445 0.0038664 0.00299732 threshold=3.6511404627855728 49.999999972222227 25.923643148104102 44.800764537007758 36.851851851851862 0.72389648318908495 0.56079672409780368 0.49684701577749713 46.540315885395167 49.355240818367726 63.484848484848492 61.257309941520482 56.127209167137487 0.48082575940589073 0.99954402034179202 0.90000000225000021 66.52963373194811 61.269841119523804 0.30546672895851462 55.555555393518524 64.863547758284611 20.538720666666674 0.1072796885258825 0.85164835164835184 39.657101095415634 0.6563792242595583 57.484211534050942 36.237373737373744 0.57518796992481214 31.101190476190478 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 15 25 -9 11 12 -7 -11 -15 17 -17 18 19 21 -21 -4 -14 -23 -25 -8 -24 29 -29 -28 right_child=2 -3 5 -5 -6 10 8 9 -10 13 -12 -13 22 14 -16 16 -18 -19 -20 20 -22 23 26 24 -26 -27 27 28 -30 -31 leaf_value=-0.00728302568778544 0.019124428201458998 0.030073770312295189 -0.019568566426218549 -0.030038441538259748 -0.01330506356356758 0.023515406026376657 -0.021214332639532419 -0.030093655921692056 -0.030070012879289426 0.023990980730965457 -0.030093401260171897 0.0250528688081437 0.022616391680859823 -0.030083071223601075 0.019997791139225712 -0.0300674477220828 0.027573386380941197 0.014924875602515862 -0.01275832106097893 -0.030072031670003038 0.030081038921859305 0.0062413157857644222 -0.030128563554060735 0.017640121785596381 -0.017073443987468104 0.011931374730690454 -0.012821289821673116 -0.022950154674425561 0.0016694052800117559 0.022125330576780691 leaf_weight=0.0017369815313941208 0.0025497386704955716 0.0023045543930493295 0.0040929077065356969 0.0034352603829574946 0.0023002098696451867 0.0053923464802210211 0.0028135068578194486 0.0012167215063527683 0.0079103490352281369 0.011959865434619132 0.0019552473224848646 0.0055930856869963455 0.0032958861847873768 0.0020741001990245414 0.0029008286501266412 0.0058945671498804577 0.0015870499773882329 0.009682844146482239 0.018920564691711661 0.005486825156822305 0.0014362629735842347 0.056492412467150643 0.0021436737279145737 0.0026529700262472034 0.0078002865784583264 0.0040341861813431024 0.0030952903880461236 0.0080431157621205784 0.020058014291862492 0.007712842125329189 leaf_count=11 5 3 59 43 21 8 25 6 50 16 15 11 6 11 8 47 2 24 145 39 1 256 9 7 64 17 16 41 43 15 internal_value=1.28213e-10 0.0140185 -0.000266578 -0.0102631 0.00374393 0.00013893 -0.00115356 0.000604353 -0.0169005 0.0135486 0.00345437 0.00463979 0.00234446 0.0166842 -0.000881447 -0.00145584 -0.0178403 -0.000305536 -0.00182773 0.00082502 -0.0175927 0.00261992 -0.000229701 0.00397648 -0.00826336 -0.00168718 -0.00206387 -0.000517672 -0.00537721 0.0121171 internal_weight=0.216572 0.00404154 0.212531 0.00828521 0.00484995 0.204246 0.146956 0.132198 0.014758 0.0181515 0.0572895 0.0553343 0.0497412 0.0169348 0.00497493 0.114047 0.00748162 0.106565 0.0968822 0.0779617 0.00692309 0.0710386 0.0443488 0.0669457 0.0104533 0.00684769 0.0410529 0.0389093 0.0281011 0.0108081 internal_count=1024 14 1010 69 26 941 777 685 92 41 164 149 138 35 19 644 49 595 571 426 40 386 130 327 71 42 124 115 84 31 is_linear=0 shrinkage=0.03 Tree=263 num_leaves=31 num_cat=0 split_feature=16 14 15 15 6 19 15 10 6 11 19 19 14 1 15 3 1 9 16 1 1 3 15 14 16 1 16 1 9 17 split_gain=0.000876767 0.00219789 0.00231611 0.00173114 0.00196291 0.0019525 0.00194236 0.00175007 0.00143662 0.00368761 0.00171349 0.00165298 0.00187887 0.0028214 0.00244353 0.00189783 0.00140839 0.00138062 0.0012549 0.00132693 0.00345333 0.00258557 0.00252295 0.00187695 0.00212192 0.00182547 0.00255389 0.00246865 0.00208147 0.00385879 threshold=33.333333388888896 52.904040404040408 37.379610326174337 39.836256269062766 0.99820421038510987 55.700820383401258 43.762300029104495 0.99894956112113298 0.99805384706694611 0.49999999802631584 50.031023377356419 47.737423725729535 37.339743589743598 0.73508771929824579 51.441049470813759 0.99862335826171078 0.80625000000000013 0.49999999625000008 33.539299204166674 0.8257575757575758 0.75961538461538469 0.90599638785615977 57.484211534050942 64.863547758284611 49.999999972222227 0.68990384615384626 36.61712365540496 0.62828947368421062 0.93160714667755118 60.705257403866185 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 -3 16 8 6 -6 -8 9 10 11 12 14 -14 -5 -16 -1 -15 -2 20 25 22 -21 -24 -25 26 -20 -28 29 -27 right_child=18 2 -4 4 5 -7 7 -9 -10 -11 -12 -13 13 17 15 -17 -18 -19 19 21 -22 -23 23 24 -26 28 27 -29 -30 -31 leaf_value=-0.030047110702129523 0.02751484414363143 0.012422459941238584 -0.030037554231484156 0.020621227768624864 0.010739028961081743 0.016514356909144042 0.012624321772256957 -0.030085831126174897 0.030074810787212587 -0.0300299148114377 -0.03012901448508104 0.025405139755410793 -0.030042238282744011 -0.0039839993639714123 -0.030056496339225167 0.021439693675338496 0.010115298195150684 0.030087684179917029 -0.030078632034332142 0.0056239082139278211 -0.030085166374186702 0.019457218526793687 -0.030075642804845343 0.018773562907740043 -0.030068781888207944 0.014925979450617546 0.00058570483040987491 -0.021578624632712682 0.029246855251562082 -0.030061199935242554 leaf_weight=0.0030328670118251458 0.0015999244133126913 0.0015176501619862384 0.0048550150202117948 0.0084500669490807923 0.0018765076038107509 0.0020109136821702131 0.001014427311019972 0.0058015177828565356 0.0019073642906732849 0.0027142226172145447 0.0010783957986859596 0.0042751938854053142 0.0028978499658478532 0.0031919489520078059 0.0018055370492220399 0.0010012831553467549 0.0010606373771224753 0.0016103661619126797 0.0026993926749128141 0.027237456291913986 0.0035281406935609985 0.0091489985643420368 0.0035064669573330312 0.0022074580047046766 0.0012560305940496619 0.0063245909182114701 0.092615178623873362 0.0047548497313982798 0.0038400225967052401 0.0023549406269012252 leaf_count=45 3 4 104 26 13 3 7 55 2 43 4 8 30 13 11 3 7 1 20 87 37 15 21 5 9 15 377 31 5 20 internal_value=1.17972e-10 -0.00346599 -0.0199257 -0.00106731 0.000850948 -0.0101254 -0.0162883 -0.0237292 0.00491162 0.00313565 0.0068385 0.00855446 0.00475429 -0.00666511 0.0125656 -0.0116861 -0.0196409 0.0074413 0.00107809 0.000812866 -0.000859303 0.00529127 0.00150249 -0.0146034 0.00106094 5.65327e-05 -0.00129462 -0.000496641 0.0108564 0.00272001 internal_weight=0.211175 0.0501018 0.00637267 0.0437291 0.0396356 0.0107034 0.00869245 0.00681595 0.0289322 0.0270249 0.0243106 0.0232322 0.0189571 0.00770017 0.0112569 0.00280682 0.0040935 0.00480232 0.161073 0.159474 0.116117 0.0433564 0.0342074 0.00696996 0.00346349 0.112589 0.100069 0.09737 0.0125196 0.00867953 internal_count=1024 379 108 271 219 78 75 62 141 139 96 92 84 44 40 14 52 14 645 642 505 137 122 35 14 468 428 408 40 35 is_linear=0 shrinkage=0.03 Tree=264 num_leaves=31 num_cat=0 split_feature=17 16 15 14 19 16 15 15 15 3 15 7 17 1 7 14 3 11 16 3 14 15 11 15 17 7 16 3 17 11 split_gain=0.000851827 0.00143695 0.000890016 0.00200805 0.00285023 0.00136214 0.00125306 0.00428727 0.00282041 0.00246025 0.00426316 0.00356178 0.00289219 0.00247169 0.00335517 0.00258375 0.00209986 0.00260891 0.00402105 0.00234021 0.0024724 0.00207084 0.00207007 0.00278784 0.00201647 0.00200408 0.00197962 0.00268362 0.00196949 0.0033293 threshold=3.6511404627855728 49.999999972222227 36.926230142482041 64.863547758284611 46.217393878080877 37.987013003787887 49.881244962671211 51.595536126581578 54.767259663352014 0.27749974649368048 46.164559784129679 0.7500000037500002 52.478814359409967 0.5590277777777779 0.49999999625000008 24.216524216524217 0.22965414141855103 0.29795484335365924 47.350607053921571 0.064926310265293177 62.361111111111121 49.207942235467677 0.64773546531581017 51.441049470813759 27.557399545180974 0.12499999718750003 37.590927318135783 0.6563792242595583 49.997939526889276 0.74933155347879554 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 -2 9 22 26 11 -11 16 -12 15 -15 -14 17 25 21 -20 -21 -19 -8 -24 -10 -4 27 -9 -26 -30 right_child=2 -3 6 -5 -6 -7 7 8 24 10 12 -13 13 14 -16 -17 -18 18 19 20 -22 -23 23 -25 28 -27 -28 -29 29 -31 leaf_value=-0.0068467420564501755 -0.0095721214752624399 0.030071010551139907 -0.030022946701266318 0.027380843304670985 -0.030049294318058785 0.020560602925671634 0.019702007196000657 -0.030048993158672349 -0.030032528180012077 -0.030076749154027409 -0.030048292242739961 -0.030066032745373904 0.019177435666386349 -0.030035114640589635 0.022600156144025791 -0.030034715969304293 0.012277353312704098 -0.030040710943149359 0.017603341545843729 -0.030076807295019412 0.014465731092139261 0.0094071224547493844 -0.030064228061730518 0.026587921386358297 0.0070923406736482265 0.013511888867833581 -0.030057057384233737 0.016601359112288383 -0.0088220379511276797 0.0050833800762995632 leaf_weight=0.0016832824330776921 0.0020429483051884745 0.0021749134757556021 0.0010507823715215645 0.0033531447261339062 0.00212758117231715 0.0039815588315832429 0.014304429032563348 0.0018886178841057699 0.0019289213933006968 0.0077766394063019098 0.0028300891317485375 0.0032966680037134202 0.0014105522222962463 0.0013098833809976895 0.0064912411253317259 0.0030071739538470865 0.013156966842871043 0.0074028462710202803 0.0053663970411435002 0.0026936912431665405 0.0019216019427403808 0.001428855350241065 0.0019100207255178239 0.0013234572834335268 0.031295330944885791 0.010088697737046459 0.0049090749389506527 0.0026913663477898808 0.032236702750196855 0.029840909937320248 leaf_count=11 12 3 17 4 16 7 32 28 22 70 27 25 7 17 13 38 39 142 14 31 3 2 18 2 87 26 42 10 161 98 internal_value=6.11661e-11 0.0139643 -0.000265317 0.00783883 -0.000199263 0.0103424 -0.000752055 0.00107328 -0.00122431 -0.00397732 -0.012041 -1.10825e-05 -0.00272096 0.0036085 0.0137622 -0.0143216 0.00228726 -0.00210094 -0.00891381 0.00413219 -0.0115313 -0.0236586 0.0148017 -0.0068766 0.000328703 0.00940527 -0.0168218 -0.00263554 0.000955913 -0.00213766 internal_weight=0.206924 0.0038582 0.203066 0.0115052 0.00815209 0.00602451 0.191561 0.122329 0.104791 0.0692321 0.0228256 0.0464065 0.0150489 0.0122189 0.00780112 0.00441773 0.0431098 0.0299529 0.0188134 0.00998169 0.00461529 0.0088317 0.0175379 0.00323348 0.0953019 0.0111395 0.00948906 0.00457998 0.0933729 0.0620776 internal_count=1024 14 1010 39 35 19 971 500 448 471 172 299 102 75 30 45 274 235 192 48 34 144 52 20 368 43 80 38 346 259 is_linear=0 shrinkage=0.03 Tree=265 num_leaves=31 num_cat=0 split_feature=17 16 19 6 19 19 10 10 17 7 17 6 16 16 15 6 14 19 1 15 10 11 14 14 3 11 16 7 7 15 split_gain=0.000829249 0.00138402 0.000867374 0.00339867 0.00315854 0.00246216 0.00221912 0.00259655 0.00205278 0.00587658 0.00473292 0.00213834 0.00279969 0.00333341 0.00270761 0.00249461 0.00215256 0.00194116 0.00294809 0.00346401 0.00184649 0.00420849 0.00379386 0.00325138 0.00335614 0.00316265 0.00231072 0.00178064 0.00222813 0.00435306 threshold=3.6511404627855728 49.999999972222227 54.843944828764144 0.99997618788042197 54.941146460112286 53.265269905232039 0.99998964906937782 0.9999949408586376 51.632998619356549 0.90000000225000021 69.005511028111826 0.75214097962388171 66.283524448275884 50.07794058789613 51.441049470813759 0.92365541942101947 43.756496881496894 60.825532092385352 0.4701754385964913 57.250466819779319 0.99998602282094473 0.082012485844444274 40.608465608465622 39.141414141414145 0.92963742575175978 0.091196342359145602 20.538720666666674 0.83333332250000003 0.62361111249382728 57.366358475510715 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 20 -7 -8 9 -6 -10 -12 13 14 -13 -14 -16 18 -18 -20 21 23 -22 24 -2 -23 -27 28 -28 -30 right_child=2 -3 4 -5 8 6 7 -9 10 -11 11 12 15 -15 16 -17 17 -19 19 -21 22 25 -24 -25 -26 26 27 -29 29 -31 leaf_value=-0.0065746031704225832 -0.019761381987973847 0.030069523868955728 0.026498080833720593 -0.030038655543251344 0.019509150294643798 -0.030050940704977516 0.030089219232572659 -0.030087633186584407 -0.030084074991873214 -0.030103358885148139 0.020704113061952283 -0.030066668216420421 -0.030055501403198306 -0.030079414351789218 -0.030120158728755071 0.0084650021531955475 0.027106887011974685 -0.015839804002657949 0.017075970569126152 -0.030068847420166855 -0.030061546489334925 0.030087405274028905 0.017641951453679507 -0.030081476844054027 0.021446273112332506 -0.020830440284758105 0.00017986458141399544 -0.021074202636526956 0.023071265549216159 -0.030082344550687611 leaf_weight=0.0016563458084419827 0.0040751212777649926 0.0021084702457301319 0.0045393954560495322 0.0037306858357624142 0.01210946968603821 0.004725658892766659 0.0015062487218528986 0.0011290481979813194 0.0048889383715504655 0.0026122737372134006 0.004435471579199656 0.0027497906163489452 0.0016181999035325125 0.0050443481086404054 0.0016622879429633022 0.023292308305826737 0.0055794460349716246 0.0029197303783803372 0.0032027375236793887 0.0024956622667104966 0.0017427558241251981 0.0033191548427566877 0.010792134412895393 0.0073770164306097286 0.0031567077676299959 0.0044402735136372931 0.061259907544808812 0.0030332049982462186 0.0091167516397945292 0.0016354148137907041 leaf_count=11 20 3 8 59 22 49 1 10 27 11 7 24 14 31 9 55 7 15 8 18 20 2 30 48 5 61 388 28 24 9 internal_value=2.43778e-11 0.0139478 -0.000264952 -0.00184943 0.00222093 -0.000952956 -0.0177503 0.00430747 0.000703194 0.0107057 -0.00184056 0.000764742 -0.00105635 -0.00844825 -0.00258488 0.00596269 0.00217992 0.0059617 0.0116059 -0.0035715 0.000171611 -0.00122299 0.0110096 -0.0160685 -0.00177416 0.00139613 0.000198038 0.00144225 0.00239066 0.0149866 internal_weight=0.201955 0.00376482 0.19819 0.12104 0.0771501 0.117309 0.00736096 0.0026353 0.0726107 0.0147217 0.0578889 0.053 0.0485645 0.023654 0.0186097 0.0249105 0.0158599 0.0141976 0.0112778 0.0056984 0.109948 0.0974136 0.0125349 0.0146088 0.00723183 0.0828047 0.0794856 0.0750453 0.0720121 0.0107522 internal_count=1024 14 1010 754 256 695 60 11 248 33 215 188 181 112 81 69 57 48 33 26 635 585 50 73 25 512 510 449 421 33 is_linear=0 shrinkage=0.03 Tree=266 num_leaves=31 num_cat=0 split_feature=17 16 17 15 14 17 16 19 17 19 10 11 15 15 16 11 14 3 6 16 11 17 1 1 17 16 10 9 3 14 split_gain=0.000789618 0.00131616 0.000891448 0.0021995 0.00121328 0.000849315 0.00234736 0.002296 0.00265178 0.00435084 0.00237499 0.00368112 0.0031085 0.0021939 0.00216613 0.00214646 0.00203746 0.00197508 0.00313896 0.00190716 0.00187302 0.00352268 0.00200181 0.00285472 0.00216319 0.00197974 0.00351249 0.00228042 0.00283936 0.00287626 threshold=3.6511404627855728 49.999999972222227 25.923643148104102 44.800764537007758 36.851851851851862 56.147161542596258 64.468864119611183 54.900677582907242 54.112207364577678 50.031023377356419 0.99998602282094473 0.12159573500533551 60.748825974644717 62.475661777450505 56.173780781250009 0.19127394815951335 23.571428571428573 0.96942735691857884 0.90544724102527985 71.299533693249074 0.20465318554575609 61.3312347169487 0.074175824175824148 0.20526315789473684 99.995893107219175 66.283524448275884 0.95352381100324624 0.97368421000000016 0.66349576221834805 36.515151515151523 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -14 -11 -7 -17 -9 -19 -8 -18 -22 -23 -24 25 27 -27 28 29 -25 right_child=2 -3 5 -5 -6 15 19 17 -10 14 -12 -13 13 -15 -16 16 20 18 -20 -21 21 22 23 24 -26 26 -28 -29 -30 -31 leaf_value=-0.006279769855792784 0.01822140978101815 0.030066360892565404 -0.030062676114576223 -0.030034430793600467 -0.013340375459684041 -0.030047195012607129 -0.030082391132414971 0.022464390287948294 0.014856721071408441 -0.030092187329640922 0.018165610784679941 0.0057599376371937809 0.030039042397100198 -0.013695985531537502 -0.0016016392076724946 -0.030031518337900669 0.019341163074946446 -0.030108006118958967 0.022791314483076693 0.007593105588071569 -0.030061734468414019 0.010434142739476711 -0.030045305743956412 -0.030046059642432014 -0.030078861265081431 -0.018444179245793689 0.012754182534518977 0.0074870874740686393 -0.030053396603038723 -0.00091665486142529268 leaf_weight=0.0016179627091332796 0.0022938841684663194 0.0020113739301450551 0.0058056810339621734 0.0030459534182227799 0.0020994373844587244 0.0023434827799064797 0.003446974191319895 0.0094825542546459474 0.010852660793034374 0.0062201787741287262 0.0074538975095492779 0.024658385504608304 0.0017035877099260688 0.0026196662765869405 0.0039123775495681912 0.0021303213316059546 0.0041529023947077795 0.0019395674389670612 0.0021054435792393633 0.0018626922146722791 0.003669435776600948 0.013818618904224422 0.0031263584296539184 0.0034214336692457428 0.0022002177372542056 0.0039197760379465754 0.018946439538922277 0.012979009907212458 0.0043013992544729254 0.028159513567175054 leaf_count=11 5 3 43 43 21 22 20 14 27 42 14 114 2 11 13 41 6 7 7 7 32 44 43 49 21 21 38 37 41 225 internal_value=7.17387e-11 0.0138632 -0.00026114 -0.0104436 0.00313897 0.000147807 0.0024255 0.00376 0.00135997 -0.00143676 0.00279813 -0.000494672 -0.0157212 0.0035379 -0.0190914 -0.00166394 -0.00100423 0.0149775 -0.00257371 -0.0168654 -0.00037768 -0.00124386 -8.01949e-05 -0.0019658 -0.000778335 0.000120448 0.00740609 -0.0032891 -0.00718696 -0.00407249 internal_weight=0.196301 0.00362934 0.192672 0.00743927 0.00439332 0.185233 0.0820637 0.076754 0.0632264 0.0523738 0.0422412 0.0347873 0.0101289 0.00432325 0.0101326 0.103169 0.100825 0.0135276 0.00404501 0.00530967 0.0986951 0.0945422 0.0908728 0.0770541 0.0739278 0.0717276 0.0228662 0.0488614 0.0358823 0.0315809 internal_count=1024 14 1010 69 26 941 321 294 266 239 184 170 56 13 55 620 598 28 14 27 557 551 519 475 432 411 59 352 315 274 is_linear=0 shrinkage=0.03 Tree=267 num_leaves=31 num_cat=0 split_feature=17 16 17 15 14 3 3 3 10 10 16 11 17 3 17 15 14 14 10 3 15 11 3 14 3 3 1 6 3 10 split_gain=0.000766334 0.00126152 0.000846881 0.00210498 0.00114337 0.000836248 0.00390044 0.00313229 0.00311041 0.00297513 0.00283571 0.00197649 0.0025314 0.00216814 0.00394632 0.00201455 0.0021792 0.00372247 0.0027817 0.00248188 0.00235913 0.00179834 0.00166002 0.00158485 0.00254289 0.0015489 0.00152536 0.00135267 0.00313867 0.00276733 threshold=3.6511404627855728 49.999999972222227 25.923643148104102 44.800764537007758 36.851851851851862 0.72389648318908495 0.56079672409780368 0.49684701577749713 0.9999949408586376 0.57193409442153997 46.540315885395167 0.69709632923960152 76.689377963221276 0.99862335826171078 58.747522232416195 60.748825974644717 36.237373737373744 49.005847953216382 0.99968934972807588 0.97995177123573007 62.406453114742256 0.059575548434246547 0.6563792242595583 51.172839506172842 0.55864843220863347 0.47295159966673511 0.91287878787878796 0.66406920932186486 0.34735238035374444 0.9552989067815697 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 25 11 -9 22 12 15 -13 -15 -7 -17 20 19 -19 -18 -21 -8 -11 -25 27 -10 28 -4 -29 right_child=2 -3 5 -5 -6 8 10 9 26 23 -12 13 -14 14 -16 16 17 18 -20 21 -22 -23 -24 24 -26 -27 -28 29 -30 -31 leaf_value=-0.0059642840645175539 0.01780220446517956 0.030065259672467686 0.0080834189023820929 -0.030033219640319141 -0.01314190000280043 -0.015486491712387696 -0.020926213237673914 -0.030086368332987713 -0.030100807145531514 0.02158844849533444 -0.030063014713139446 0.021957425610544794 -0.030112349264589004 0.030053145922258155 -0.030078902430398631 0.022340719774301226 0.020215642285024697 0.019535418973070932 0.024035698195179502 0.0096587135740530319 -0.030082829369230131 -0.030105990241916066 0.011262833823439275 -0.030072745114574678 0.030064256700165881 -0.030037290010385083 0.011515305096673535 -0.012826491237242842 -0.030037040124836673 0.00047196068229791207 leaf_weight=0.0015910357678876599 0.0022445916329161255 0.0019423760240897536 0.024005428327654954 0.0029127946822882222 0.002061815603155992 0.0041914789508155073 0.0024232908924659569 0.0013205151262809514 0.0034360850952452884 0.011875550283548364 0.0068272614134912146 0.010591982740152162 0.002125640730810118 0.0017359809135086843 0.0022623077202297281 0.0062516085927200029 0.0010544297547312445 0.0027831582046928816 0.0066476494203016046 0.0015591577466693707 0.0041121694694083999 0.0029797475472150836 0.0035604890072136186 0.001478506364946953 0.0011063828133046627 0.0016659143220749675 0.0010303606031811796 0.018959603598659669 0.0021151750365788749 0.054756096582423197 leaf_count=11 5 3 116 43 21 24 25 7 25 23 50 22 10 2 10 12 2 5 10 4 23 12 17 10 1 17 3 152 27 332 internal_value=-5.09699e-11 0.0138418 -0.000260048 -0.0103361 0.00298683 0.000142154 -0.00113212 0.000584699 0.00340791 0.0130185 -0.0168493 0.00571452 0.0015095 0.0148521 -0.00397071 0.00378191 0.00696307 0.00193938 0.00998605 -0.00276952 -0.0198176 -0.0164464 -0.00177298 0.0169548 -0.00433294 -0.00134844 -0.0205004 -0.000869725 0.00499653 -0.00294839 internal_weight=0.191609 0.00353341 0.188075 0.0072192 0.00430641 0.180856 0.130094 0.117283 0.0507618 0.015781 0.012811 0.0462953 0.031705 0.0145903 0.00399829 0.0295794 0.0253879 0.0191363 0.0139697 0.00732206 0.0051666 0.00453891 0.00598378 0.0144604 0.00258489 0.101502 0.00446645 0.0998363 0.0261206 0.0737157 internal_count=1024 14 1010 69 26 941 777 685 164 41 92 136 102 34 12 92 68 56 31 21 25 16 42 34 11 644 28 627 143 484 is_linear=0 shrinkage=0.03 Tree=268 num_leaves=31 num_cat=0 split_feature=15 14 19 17 15 3 15 15 1 19 14 1 15 15 17 15 7 15 14 16 3 15 15 9 16 16 14 1 17 19 split_gain=0.000737761 0.00186607 0.0024882 0.00251383 0.00116598 0.00241935 0.00167113 0.0022824 0.00162827 0.00297169 0.00176549 0.00163111 0.0012106 0.00334597 0.00424615 0.00140221 0.00284016 0.00254399 0.00230603 0.00173007 0.00230735 0.0016519 0.00253958 0.0020438 0.0022088 0.00136459 0.00262081 0.00224851 0.00121386 0.00221478 threshold=36.926230142482041 64.863547758284611 46.217393878080877 49.999449692238279 41.918079947765683 0.12532744410317301 42.204500404324016 42.792725961009403 0.70714285714285718 40.32808684275286 57.359307359307373 0.21825396825396828 43.89540657800692 46.164559784129679 28.407401921511511 51.595536126581578 0.18065267642261776 54.767259663352014 24.216524216524217 37.590927318135783 0.6563792242595583 49.881244962671211 49.358402560678101 0.55829726891280151 49.645467957084556 36.666666616666681 45.534290271132384 0.62828947368421062 49.997939526889276 54.900677582907242 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -6 -8 9 11 -10 -2 25 14 -14 16 18 19 -15 20 -17 22 -18 -23 -25 -9 -27 -28 29 -19 right_child=4 -3 -4 -5 6 -7 7 12 10 -11 -12 -13 13 15 -16 17 21 28 -20 -21 -22 23 -24 24 -26 26 27 -29 -30 -31 leaf_value=-0.030067580009384191 0.012304591355200052 0.027202590290737308 -0.030044441187675758 0.020022695159064408 0.02162252668119494 -0.030041827141570603 -0.030077294556659914 0.022515941340321814 0.021207867882851582 -0.030038101785305086 -0.012991239559377811 -0.030035454194678162 0.011429734514374901 0.016250078347344803 -0.030064847932144811 -0.030043647571006426 0.0072614626448771957 -0.00094313624993914167 -0.030022227342229098 -0.030051215341169051 0.016046684963453108 0.021834819409753715 -0.030075871326088337 0.024729834381208494 -0.030073456401562552 -0.030129005351412719 0.028312210469349775 -0.01085388457718487 -0.0020916549022370573 0.015346671088991229 leaf_weight=0.0011349317410349613 0.0043301265559421154 0.0031141872750595212 0.0019033535190828843 0.0043882284808205441 0.0032648881497152607 0.0034942970082738603 0.0022475216746897777 0.0045385644402813341 0.0040311172560905115 0.0039442104504132658 0.0020491657976435818 0.0010098652637680061 0.0032507032237845124 0.0013974883731862056 0.0069965937314009352 0.0016485008738982287 0.012363064986857353 0.019808835020967308 0.0031637080605833034 0.0042897973271465162 0.0024017698506213492 0.012193047660730372 0.0018901925650425264 0.0011449455851106913 0.0015688207531638909 0.001775047665432794 0.0031432803752977634 0.002273314577905694 0.056223891517220181 0.012100387204554863 leaf_count=10 13 4 16 10 8 63 20 13 13 68 31 13 13 5 75 28 63 90 60 42 10 28 12 3 9 6 6 11 259 22 internal_value=-1.57437e-10 0.00770995 -0.00046397 0.00972985 -0.000460331 -0.00751018 0.000382818 -6.62523e-05 -0.00238587 -0.0102893 0.00968215 0.00429751 0.000376999 -0.00039632 -0.0169017 0.000902781 0.0061688 -0.000937907 -0.015845 -0.0167745 -0.00271254 0.00961219 0.00230998 0.0165943 -0.0069518 0.00963568 0.0015071 0.0118744 0.000560712 0.00523417 internal_weight=0.187084 0.0105407 0.00742651 0.00552316 0.176543 0.0188588 0.157684 0.154419 0.0153645 0.0092842 0.00608028 0.00533999 0.152172 0.140442 0.0102473 0.130194 0.0337213 0.0964732 0.0045612 0.00834007 0.00405027 0.0291601 0.0142533 0.0149068 0.00271377 0.0117302 0.00719164 0.00541659 0.0881331 0.0319092 internal_count=1024 40 36 20 984 201 783 775 138 94 44 26 755 719 88 631 180 451 65 80 38 115 75 40 12 36 23 17 371 112 is_linear=0 shrinkage=0.03 Tree=269 num_leaves=31 num_cat=0 split_feature=15 14 19 16 15 3 15 15 1 19 14 1 15 15 6 10 15 11 15 16 15 9 9 15 16 3 3 15 14 10 split_gain=0.000724108 0.0017626 0.0023962 0.00118988 0.0011625 0.00229101 0.00156994 0.00217487 0.00153339 0.0028049 0.0016549 0.00157917 0.00113812 0.00311164 0.0037235 0.0020899 0.00130746 0.00279787 0.00243333 0.00214515 0.00174911 0.0032519 0.00359773 0.00177079 0.0016449 0.00219402 0.00157784 0.00241063 0.00294575 0.00113535 threshold=36.926230142482041 64.863547758284611 46.217393878080877 37.987013003787887 41.918079947765683 0.12532744410317301 42.204500404324016 42.792725961009403 0.70714285714285718 40.32808684275286 57.359307359307373 0.21825396825396828 43.89540657800692 46.164559784129679 0.28389176569234903 0.9552989067815697 51.595536126581578 0.9347840739207719 54.767259663352014 33.333333208333336 49.881244962671211 0.97368421000000016 0.39999999880000009 47.146397885400667 37.590927318135783 0.6563792242595583 0.50727176031642462 51.365163843455043 30.277777777777782 0.9999949408586376 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -6 -8 9 11 -10 -2 15 14 -14 -9 17 19 24 -15 21 22 -21 -24 25 -18 -22 28 -28 -20 right_child=4 -3 -4 -5 6 -7 7 12 10 -11 -12 -13 13 16 -16 -17 18 -19 29 20 26 -23 23 -25 -26 -27 27 -29 -30 -31 leaf_value=-0.0098545252235746773 0.011799087870039986 0.027195054281915439 -0.030042633517123787 0.020060456759426741 0.021295399666892742 -0.030040120798524379 -0.030073337514196694 -0.030066821576100564 0.020690897419566083 -0.030036900235858945 -0.012716870447822179 -0.030035510506884328 0.0085993511862078875 -0.030020198309064168 -0.030062846026442495 0.013705687743731697 -0.03004213106215024 -0.030030384141070156 0.0015264123051668774 0.013785999772260285 0.026228500498799458 0.024682637392049549 0.0056310420902245858 -0.030055465218079884 -0.030048762867359975 0.015647943298958883 0.030048162455401976 0.027276446983769392 -0.030076597182787438 -0.011575930811438137 leaf_weight=0.0018155006969209353 0.0042567181844788138 0.0029765841609332711 0.0018159402070523356 0.0035105994320474565 0.0031670143525843733 0.0033470147182015344 0.0021402967404355868 0.0010855329519472443 0.0039032410054460351 0.0037889650916440587 0.0020277934725072555 0.0010035345758296899 0.0034406550907988276 0.0012690188277701955 0.006434857184331122 0.010259688882342743 0.0015895214648935507 0.0018266592730924449 0.080620788674650612 0.0048564424332653289 0.0080065066617862612 0.0044300730260147239 0.0017099769138440024 0.0046665023842251685 0.0040841695927156252 0.0023359547767540789 0.0010766176274046311 0.002659963854966918 0.0023004132744972594 0.0064266349822901239 leaf_count=13 13 4 16 7 8 63 20 11 13 68 31 13 17 27 71 25 28 26 334 23 15 8 14 46 42 10 1 4 16 37 internal_value=-9.45021e-11 0.00780008 -0.000283154 0.00986338 -0.000456974 -0.00760045 0.000391025 -4.67763e-05 -0.00258678 -0.0103573 0.00926893 0.00381801 0.000384306 -0.000367992 -0.0165928 0.00951745 0.000885173 0.00604945 -0.000896911 0.00817712 0.00980885 0.00291591 -0.00566852 -0.0204854 -0.0167203 -0.00285309 0.0174967 0.00591621 -0.0109085 0.000559078 internal_weight=0.182833 0.0101186 0.00714204 0.0053261 0.172715 0.0183273 0.154387 0.15122 0.0149803 0.00904922 0.00593103 0.00526025 0.14908 0.137735 0.00987551 0.0113452 0.127859 0.0328022 0.0950571 0.0309755 0.0297065 0.015663 0.0112329 0.00637648 0.00800965 0.00392548 0.0140435 0.00603699 0.00337703 0.0870474 internal_count=1024 40 36 20 984 201 783 775 138 94 44 26 755 719 88 36 631 180 451 154 127 91 83 60 80 38 36 21 17 371 is_linear=0 shrinkage=0.03 Tree=270 num_leaves=31 num_cat=0 split_feature=17 7 17 3 14 3 3 10 3 16 3 9 17 3 9 17 7 19 16 3 10 19 6 14 10 14 11 16 16 1 split_gain=0.000722667 0.001221 0.000764927 0.00189681 0.00166294 0.000934259 0.00342473 0.00285766 0.00275006 0.00261176 0.00187597 0.00255926 0.00360538 0.00185889 0.00282303 0.00235029 0.00185849 0.00369801 0.002194 0.00234339 0.00242865 0.00180249 0.00211704 0.00180223 0.0032492 0.00395075 0.00252462 0.00176896 0.00160603 0.00148683 threshold=3.6511404627855728 0.66666666333333346 27.557399545180974 0.31680395395082145 36.851851851851862 0.72389648318908495 0.56079672409780368 0.9999949408586376 0.49684701577749713 46.540315885395167 0.93555715803169825 0.63624338321502061 51.632998619356549 0.50887390657850273 0.49999999625000008 90.304451852226336 0.90000000225000021 66.52963373194811 61.269841119523804 0.27749974649368048 0.9986826595907895 55.453233385105911 0.36592304316571911 37.339743589743598 0.99968934972807588 49.005847953216382 1.0000000180025095e-35 58.908730013640884 20.538720666666674 0.91287878787878796 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 10 16 -8 11 12 -7 -10 -15 -16 18 -18 19 27 21 22 -21 -12 26 -26 -25 28 -4 -9 right_child=2 -3 5 -5 -6 7 9 29 13 -11 23 -13 -14 14 15 -17 17 -19 -20 20 -22 -23 -24 24 25 -27 -28 -29 -30 -31 leaf_value=-0.0065339141499244895 0.014146978439018245 0.030059305453697543 -0.018839330471993692 -0.030038737887743323 -0.017188555822820209 0.015184386446799756 -0.0015985080466017591 -0.030093802774009058 0.025811747004965746 -0.030058008310560474 0.014299438544976797 0.023585404239138668 -0.030042685500087495 0.019519624118699435 -0.030077210777962309 0.021951266880089935 -0.030056650358251186 0.027243516873060203 0.014739727695546198 -0.030027648423456184 -0.030040823441549853 -0.030067248549543998 0.0054645902011929964 0.0086212660374809964 -0.030084230864005634 0.018894198955377348 -0.02486421935401404 -0.030036833853050064 0.0030034407461915946 0.011836798198664199 leaf_weight=0.0014730086022609603 0.003439058891217428 0.0018530123052187264 0.0032017030488304945 0.0026609072824612667 0.0027374697706363804 0.0047366941071231841 0.0054789388095741742 0.0031578230630202589 0.0057944164600485246 0.006170762221699988 0.0067774108056255491 0.009967756563128205 0.0023851325113355415 0.0046348719952220563 0.0027454033643152798 0.0010923155477939872 0.0046720200127765557 0.0012945519119966775 0.0079183355592249427 0.0017950250080502892 0.0046278578437863862 0.0021499405102076716 0.0096110562271860545 0.0028138308225607034 0.0018516638447181322 0.0074289381245762343 0.0072411644305248046 0.0016102557556223465 0.056350878402781746 0.0010027915704995394 leaf_count=11 10 3 54 37 34 11 42 25 11 50 17 18 23 10 15 4 46 2 24 27 75 16 53 7 10 13 34 17 322 3 internal_value=-8.91424e-12 0.0138531 -0.000262766 -0.00886356 0.000258906 0.000193713 -0.00122309 0.00375786 0.00045126 -0.0166733 0.00604467 0.0137722 3.76319e-05 0.0127174 0.00376208 -0.0152685 -0.00142579 -0.0176244 -0.000318245 -0.00182094 -0.0112763 -0.00487036 -0.000120979 0.000987401 -0.00367866 0.00912203 -0.0154935 0.00099017 0.00182912 -0.0199877 internal_weight=0.178675 0.00332602 0.175349 0.00883744 0.00617653 0.166512 0.119148 0.0473632 0.107499 0.0116497 0.0432026 0.0170896 0.00712183 0.014267 0.00847259 0.00383772 0.0932316 0.00596657 0.0872651 0.0793467 0.0181839 0.013556 0.0114061 0.026113 0.0193356 0.0092806 0.010055 0.0611628 0.0595526 0.00416061 internal_count=1024 14 1010 81 44 929 768 161 676 92 133 52 34 40 29 19 636 48 588 564 171 96 80 81 64 23 41 393 376 28 is_linear=0 shrinkage=0.03 Tree=271 num_leaves=31 num_cat=0 split_feature=17 7 1 1 15 7 11 11 17 7 17 16 17 14 7 10 10 19 19 10 14 14 10 14 7 6 9 10 16 16 split_gain=0.000676246 0.00117787 0.0007267 0.0036797 0.00180079 0.0033349 0.00212392 0.0014845 0.00163833 0.00302344 0.00167043 0.00163508 0.00142871 0.0037035 0.00304433 0.00167861 0.00232948 0.00255168 0.00272978 0.00230592 0.00245171 0.00241751 0.00192502 0.00339727 0.00293149 0.00289734 0.00248719 0.00230718 0.00207614 0.00329819 threshold=3.6511404627855728 0.66666666333333346 0.8257575757575758 0.75961538461538469 39.132358133365109 0.30000000075000011 0.31296641791044788 0.93825642195680536 76.09909421336765 0.90000000225000021 55.018963634816672 38.632130013230928 44.14030061524155 39.871794871794883 0.34749550576117022 0.99987012035961731 0.99998602282094473 45.790744646066109 44.381580150331558 0.9999949408586376 41.068376068376075 45.346320346320361 0.99974134460868724 43.756496881496894 0.74999999812500018 0.99880700509453846 0.20227272500000001 0.94245874995006262 40.000000200000009 48.196881000000012 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 12 -4 6 -6 8 9 10 11 -7 13 14 -2 22 17 18 -17 -18 -21 -22 25 24 -24 26 27 -14 -28 -30 right_child=2 -3 4 -5 5 7 -8 -9 -10 -11 -12 -13 15 -15 -16 16 19 -19 -20 20 21 -23 23 -25 -26 -27 28 -29 29 -31 leaf_value=-0.0063326325681853099 -0.030059091909153807 0.030056629351738823 0.016755278576704998 -0.030069853486251824 0.0011306848729762346 -0.0073646174985396232 -0.030060643937189595 -0.015372906212824373 0.019694077266834503 -0.030059712171475298 -0.016635804175000091 0.017372857418270039 -0.030056732556376926 -0.030046147945554682 0.006455083531807692 -0.030023750611072327 0.021577838175178159 -0.026950080317046765 0.024063190714279727 -0.030077819311495918 0.019449592973617081 -0.010058183621792605 -0.030053462313643607 0.024692649389261252 0.017572405329446105 -0.03003349901913379 0.014740178275939925 -0.0012887345663389867 -0.030052919609480332 0.0039876781952380199 leaf_weight=0.0014618302084272719 0.002503634812455858 0.0017697469447739422 0.0072464361921902301 0.0039034107181805658 0.0034408120984608104 0.003160135239795637 0.0045801318174198968 0.0028113718044551197 0.0071947003598324946 0.0022159091186040305 0.0022251009140745745 0.010060388893180061 0.0036074757479127592 0.0050585046694777694 0.011467967857242911 0.0013320633634066326 0.0039310082811425664 0.0070545167478144322 0.0022726317902197479 0.0027021832420359724 0.004229636231684708 0.006106508209313688 0.0024135411158567885 0.0086243251630548912 0.002245235349619179 0.0025988040804350012 0.01463317985417234 0.0082400529346386975 0.0027822364900202947 0.032314044480699522 leaf_count=11 21 3 33 50 25 16 58 19 15 15 21 23 32 79 41 23 10 70 9 31 14 47 24 18 5 46 58 41 29 137 internal_value=-2.00373e-10 0.0135957 -0.000256999 -0.00138972 0.00312047 0.000351972 -0.0166802 0.00528967 0.00762672 0.0027109 0.00741234 0.0114598 -0.000487746 -0.00805139 -8.80571e-05 0.000881942 -0.00546664 -0.0164577 0.00407614 0.00143737 -0.00463491 0.00201664 0.0031464 0.0135417 -0.00710081 0.000994768 0.00230429 -0.0100484 0.00524718 0.00128913 internal_weight=0.174188 0.00323158 0.170956 0.128021 0.042935 0.0356886 0.00802094 0.0276676 0.0248562 0.0176615 0.0154456 0.0132205 0.124118 0.0190301 0.0139716 0.105087 0.0276285 0.0106592 0.0036047 0.0169693 0.0130383 0.0103361 0.0774589 0.0132831 0.00465878 0.0641758 0.061577 0.0118475 0.0497295 0.0350963 internal_count=1024 14 1010 785 225 192 83 109 90 75 60 39 735 141 62 594 204 102 32 102 92 61 390 47 29 343 297 73 224 166 is_linear=0 shrinkage=0.03 Tree=272 num_leaves=31 num_cat=0 split_feature=3 3 16 3 10 10 11 15 10 3 17 10 14 11 14 3 1 14 11 3 6 3 17 14 6 10 6 6 17 10 split_gain=0.000653729 0.00311504 0.00251702 0.0023948 0.00260457 0.0023692 0.00198393 0.00213504 0.00260281 0.00177732 0.00341159 0.00158455 0.00289126 0.00429405 0.00241125 0.00193212 0.00173296 0.00149101 0.0015823 0.00143276 0.00136276 0.0013169 0.00119185 0.000991242 0.000956767 0.00297553 0.00261668 0.00253525 0.00302859 0.00250929 threshold=0.72389648318908495 0.56079672409780368 46.540315885395167 0.49684701577749713 0.57193409442153997 0.9999949408586376 0.69709632923960152 60.748825974644717 0.99995625592699044 0.99862335826171078 58.747522232416195 0.99968934972807588 36.515151515151523 1.0000000180025095e-35 49.005847953216382 0.87243824132241599 0.85164835164835184 51.172839506172842 0.80247758129407532 0.6563792242595583 0.99585235244702253 0.47295159966673511 65.340357977158973 49.005847953216382 0.66406920932186486 0.62554621347666373 0.47578412449695873 0.35674176642190103 30.732596402040773 0.9552989067815697 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 3 19 21 -5 6 7 -2 11 -8 -11 12 -9 16 -13 -15 -14 22 -19 -3 -7 24 -6 -24 25 26 27 28 -1 -26 right_child=5 2 -4 4 17 20 9 8 -10 10 -12 14 13 15 -16 -17 -18 18 -20 -21 -22 -23 23 -25 29 -27 -28 -29 -30 -31 leaf_value=0.005178995312692644 -0.017835806219010864 -0.020439259094814043 -0.030054083071387721 -0.030075229405012269 0.028414514459567358 0.010076391283246453 0.021572505609204859 0.019386781223734079 -0.030122762868655444 0.030046372224056032 -0.03006847617993277 -0.007910999709304917 -0.0063155025431642607 0.012734825742888983 0.029516243251652256 -0.030078852042567543 0.030054757182999547 -0.030071643684819818 0.021138093406470479 0.011344197002772432 -0.030089604185470038 -0.030030406381918399 -0.0067874014760985609 0.027513729704470063 -0.012771893029926543 0.023846790268680376 -0.030053148795201472 0.017508085953859474 -0.023149311404054209 0.00058025700370520393 leaf_weight=0.010032838286861079 0.0046735904552406273 0.0021343111952774052 0.0057681698799569858 0.0011919134158233655 0.0067902803275501356 0.0010347787574573877 0.0094559212957392447 0.0056023740180535233 0.0018516643831389948 0.0015184730291366586 0.0019289721494715195 0.0022074053485994219 0.0020508675115706865 0.0011482753252494149 0.0051955378075945191 0.0054572126728089643 0.0027736856427509338 0.0011594512734518512 0.0010214117646683007 0.0031759384455654072 0.0028653137652554506 0.0014135148658169774 0.0019950032110500615 0.001223099133312644 0.017096337158932329 0.0053571037251458611 0.0024792243625597612 0.0069135802673372373 0.0051350219987398313 0.048899142929258232 leaf_count=72 32 27 52 8 9 4 22 15 9 2 10 9 8 3 7 31 4 9 2 17 24 18 11 3 153 12 26 25 68 332 internal_value=-4.67788e-11 -0.0011666 -0.0163338 0.000351161 0.0122509 0.00297454 0.00496684 0.000847982 0.00416979 0.0148497 -0.00359009 0.00676841 0.00173191 -0.00692153 0.0183562 -0.0226363 0.0145941 0.0163897 -0.00608746 -0.0014303 -0.0194327 -0.00128489 0.0212875 0.00624938 -0.000861257 0.00358892 -0.000829666 0.00245144 -0.00441145 -0.00287866 internal_weight=0.16955 0.121786 0.0110784 0.110708 0.0133812 0.0477641 0.043864 0.0309606 0.026287 0.0129034 0.00344745 0.0244354 0.0170324 0.01143 0.00740294 0.00660549 0.00482455 0.0121892 0.00218086 0.00531025 0.00390009 0.0973268 0.0100084 0.0032181 0.0959132 0.0299178 0.0245607 0.0220814 0.0151679 0.0659955 internal_count=1024 844 96 748 42 180 152 118 86 34 12 77 61 46 16 34 12 34 11 44 28 706 23 14 688 203 191 165 140 485 is_linear=0 shrinkage=0.03 Tree=273 num_leaves=31 num_cat=0 split_feature=15 7 15 3 15 15 1 19 10 19 9 15 15 17 16 6 6 11 15 11 15 16 11 11 11 1 15 15 11 1 split_gain=0.000637165 0.0013577 0.00103433 0.00209764 0.00139749 0.0018857 0.00139211 0.00252706 0.00148605 0.00128733 0.00273019 0.00102375 0.00272602 0.00367065 0.00117284 0.00175931 0.00153649 0.00300927 0.00107765 0.00248784 0.00204867 0.00188725 0.00146256 0.0022227 0.00281842 0.00192097 0.00388027 0.00263788 0.0018335 0.00266012 threshold=36.926230142482041 0.23166369002891379 41.918079947765683 0.12532744410317301 42.204500404324016 42.792725961009403 0.70714285714285718 40.32808684275286 0.99995743658303604 39.703858782147428 0.55829726891280151 43.89540657800692 46.164559784129679 28.407401921511511 36.666666616666681 0.9983615571453025 0.99648019331286752 0.23096553144836274 51.595536126581578 0.9347840739207719 53.008506935293923 33.333333208333336 1.0000000180025095e-35 0.74933155347879554 0.55931770477380771 0.39230769230769236 77.338845698976584 73.124744826552998 0.94819136767473278 0.069047619047619038 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 6 -4 -6 7 9 -8 10 -2 14 13 -13 -7 16 17 -16 19 21 -20 -14 -22 24 25 26 -24 -27 -25 -30 right_child=2 -3 4 -5 5 11 8 -9 -10 -11 -12 12 18 -15 15 -17 -18 -19 20 -21 22 -23 23 28 -26 27 -28 -29 29 -31 leaf_value=-0.014044162110441372 -0.030061749230282209 0.013725139265636434 0.020955768541181388 -0.03003668825062069 -0.030062871581559222 0.02199635305277263 -0.012292636530304995 -0.030034325104072085 0.020652297639294069 0.023274909457987054 0.03004374337437471 0.010812888810741087 -0.030018123340520914 -0.030055602827886722 0.029274454780918582 -0.030088679566232703 0.030052682664925796 -0.030083167044763673 -0.030029916597047106 -0.030027633793395417 0.0074395482503144972 0.009630083155064962 -0.026045669767662996 0.011761004888997435 -0.026079555058463523 0.0042927153274339947 0.021893435782896906 -0.030081055073854654 0.013724543049646185 -0.013902913977110567 leaf_weight=0.0020289226831664564 0.0019028219171559613 0.007235618091726792 0.0029122847954567979 0.0030418736548654115 0.0018579910451990136 0.00406024186418108 0.0018828333440978904 0.0034122093203450277 0.0035662102309288457 0.0018587264239613432 0.0010585152776911855 0.0029707232506552828 0.0011269031319898195 0.0059184460722008225 0.0013785227383777965 0.0012791354811270139 0.0019645749125629663 0.0017376127125316998 0.0021108100725086834 0.0016414130754469616 0.018131058954622858 0.026241689349262742 0.0068338026867422741 0.014292077556092408 0.0058300998066442835 0.021312927981057328 0.0019541066139936447 0.0022184334602570735 0.0049816167138487808 0.0084691007195942802 leaf_count=16 19 24 8 63 20 13 31 68 13 6 1 13 27 75 2 8 2 11 32 26 62 127 57 48 62 103 5 13 14 55 internal_value=-2.83337e-11 0.0076437 -0.0004541 -0.00750362 0.000392671 -4.66583e-05 -0.00249367 -0.0102793 0.00926868 0.00370561 -0.00857734 0.000368132 -0.00039062 -0.0163975 0.00939976 0.00135787 0.00927495 -0.00382441 0.00084512 0.00584607 -0.000839202 0.00799757 -0.000105881 -0.0021821 -0.00688079 -0.00341751 -0.0153858 0.00105211 0.00427911 -0.00367079 internal_weight=0.165211 0.00926454 0.155947 0.0167232 0.139224 0.136311 0.0136813 0.00823227 0.00544904 0.00482006 0.00296134 0.134453 0.124033 0.00888917 0.0104201 0.00635985 0.00508071 0.00311614 0.115144 0.02901 0.086134 0.0273686 0.0840232 0.0658922 0.0381494 0.0323193 0.00878791 0.0235314 0.0277428 0.0134507 internal_count=1024 40 984 201 783 775 138 94 44 26 20 755 719 88 36 23 15 13 631 180 451 154 419 357 240 178 62 116 117 69 is_linear=0 shrinkage=0.03 Tree=274 num_leaves=31 num_cat=0 split_feature=17 16 19 19 19 15 15 3 17 11 19 17 3 15 15 19 19 19 3 14 11 1 19 10 10 19 19 3 17 7 split_gain=0.000616255 0.00111917 0.000730703 0.00247409 0.00231662 0.00164714 0.00362051 0.00167115 0.00257821 0.00413163 0.0025667 0.00265349 0.00245431 0.00228106 0.00200612 0.00208362 0.00159901 0.00156208 0.00153071 0.00315402 0.00178668 0.00172216 0.00168794 0.00131276 0.00231951 0.00127554 0.00267866 0.00251446 0.00204316 0.00157023 threshold=3.6511404627855728 49.999999972222227 54.843944828764144 53.265269905232039 54.941146460112286 36.350462776174844 47.639929940851601 0.99862335826171078 49.999449692238279 0.74933155347879554 58.068303178409323 80.774225547235076 0.80361729743996568 62.694508768530831 51.154467848584808 55.304068650854454 62.146108536096008 60.401423635208062 0.57130825532815621 32.136752136752143 0.9616644340473629 0.21825396825396828 57.185244112001833 0.99998964906937782 0.9999949408586376 52.577670392221044 51.992336716125877 0.81296531496861169 88.847445981471864 0.37252368958295784 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 25 -4 -6 16 8 -8 14 -9 17 13 18 -10 -16 -7 -12 20 -20 -11 -22 -23 -5 -25 26 28 29 -2 -27 right_child=2 -3 4 23 5 6 7 10 9 12 11 -13 -14 -15 15 -17 -18 -19 19 -21 21 22 -24 24 -26 27 -28 -29 -30 -31 leaf_value=-0.0065864583126511904 0.00011405310140709591 0.030055171490598553 0.026447665161107959 -0.03004307277096413 0.030048184036171457 -0.030068993721642585 0.022470635452295277 -0.03008705317155369 0.0078455594410795776 0.022456127157645001 0.026534260978407657 -0.03009908005107359 0.025504564460127319 -0.030042105852846463 0.014710908148346923 -0.030062732956661384 0.0012825147293217588 -0.0087487788566995295 0.030034343038235226 -0.030082847893114814 0.030072261796390998 0.0089360464202466357 -0.030067434172057872 0.030069944825267456 -0.03005531440133348 0.027078256210163097 -0.030062283392907879 -0.030043423549267461 -0.030045318841675835 -0.0050865624440189034 leaf_weight=0.0013746934696428062 0.07779241006335269 0.0016515146708115935 0.0033814361240729332 0.0041094319672083648 0.0016935705789364866 0.0047446450448092028 0.0067706213303608811 0.0032358636271965224 0.0026385860219306778 0.0065633814338070806 0.0031111194402910769 0.0016680050794093404 0.0060057600967411409 0.0016751270831036882 0.001114126862375997 0.0058326186472186237 0.0021175640868023038 0.0017728336133586708 0.0011679484741762289 0.002398201247160614 0.0012238770723342896 0.0019934247975470498 0.0020009936979477061 0.0010891088750213385 0.0012292113618741496 0.0048153517841456051 0.0028915506482007905 0.0011504289068398066 0.0020755643085976763 0.0019069227646468789 leaf_count=11 580 3 8 53 2 40 12 14 12 13 9 8 12 23 5 46 7 8 1 17 1 3 15 1 18 13 24 9 42 14 internal_value=1.13947e-10 0.0134102 -0.000256574 -0.00187452 0.0023132 0.000899523 1.85453e-05 0.00286726 0.00562432 0.00212705 -0.00822674 0.00256957 0.00901593 0.00319868 -0.0144234 -0.0228819 -0.0203944 0.0137268 0.00682672 -0.0103939 0.0120392 -0.00106293 -0.0106026 -0.01986 -0.00180945 -0.000598974 -0.00169666 0.0109402 -0.000669712 0.017954 internal_weight=0.161196 0.00302621 0.15817 0.09706 0.0611097 0.0577283 0.0560347 0.0491725 0.0393847 0.032614 0.00978782 0.00655196 0.0230287 0.017023 0.00958533 0.00694675 0.00686221 0.00488395 0.0153478 0.00356615 0.0117817 0.0052183 0.00399442 0.00642775 0.00231832 0.0906322 0.0827595 0.0078727 0.079868 0.00672227 internal_count=1024 14 1010 754 256 248 246 199 160 148 39 25 85 73 63 51 47 17 50 18 32 19 18 72 19 682 646 36 622 27 is_linear=0 shrinkage=0.03 Tree=275 num_leaves=31 num_cat=0 split_feature=3 3 16 10 3 10 14 11 11 11 11 7 7 19 7 7 1 17 3 6 7 14 11 16 1 1 3 15 6 19 split_gain=0.000609359 0.00279742 0.00234415 0.0021394 0.00212126 0.0023393 0.00177002 0.00167534 0.00167326 0.00304611 0.00158294 0.00189178 0.00154178 0.00271206 0.00173904 0.00156503 0.00147713 0.00159645 0.0014262 0.00229958 0.0014196 0.00141157 0.00133366 0.00160384 0.00160357 0.00149934 0.00124028 0.001233 0.00118861 0.00116054 threshold=0.72389648318908495 0.56079672409780368 46.540315885395167 0.9999949408586376 0.49684701577749713 0.57193409442153997 63.484848484848492 0.7955521877015338 0.097743444111628788 0.34889712992727279 0.36995849760639182 0.38117386420443455 0.90000000225000021 66.52963373194811 0.83809523358571403 0.7500000037500002 0.13809523809523813 76.689377963221276 0.99862335826171078 0.42708859797773047 0.72922775967741937 51.172839506172842 0.082012485844444274 43.172043131720436 0.24038461538461539 0.85164835164835184 0.6563792242595583 51.441049470813759 0.99639858162451467 62.781521478072712 decision_type=2 2 2 2 2 2 2 2 2 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 6 12 -6 7 8 22 -10 -11 -12 14 -14 15 20 -13 -18 -9 -20 29 -7 23 24 -2 -25 -3 -23 -5 -1 right_child=3 2 -4 28 5 21 -8 18 9 10 11 16 13 -15 -16 -17 17 -19 19 -21 -22 27 -24 25 -26 -27 -28 -29 -30 -31 leaf_value=-0.00065120258368623273 0.010885091917008075 -0.019986797924840444 -0.030050052807099732 0.0083000291616504036 -0.030069593464445911 0.021083102775923079 -0.030071418229924863 0.024077439166398106 -0.030045954936921151 0.03005883864121452 -0.030053464582807391 -0.030059084053645577 -0.024228898574695977 0.027032298170716677 0.022423781556190268 -0.030040199137841912 0.017321423236750001 -0.01245951577842209 0.023960424411409633 -0.03006520904662768 0.022075117658888272 -0.030070553806655811 0.030066338905956284 0.0029461696438033182 -0.030116559984416542 0.03004902265372247 0.010927770357568188 0.01685286777157681 -0.030082620160041602 -0.030079894767008949 leaf_weight=0.075995452862201773 0.0015882234547461849 0.0019244351761926737 0.0052742733714694623 0.0010126005035999688 0.0010836086639756113 0.0091824182427444612 0.0012562184156195135 0.0070070506408228539 0.0032587597115707476 0.0016367869684472689 0.001758468014486426 0.0010115867335116491 0.0053659767888802881 0.0011233526493015233 0.0029559177146438733 0.0016367295274903873 0.0054583962446486112 0.002303775392647367 0.0015293061442207545 0.0013220550245023333 0.0024504641019120746 0.001009293221613917 0.0024720325600355872 0.0048191151727223769 0.0018683765574678546 0.0029686437337659299 0.0029713516796618933 0.0010066864560940303 0.0025666350215942657 0.0012254861840119693 leaf_count=605 6 27 52 5 8 23 11 15 33 2 16 7 54 2 8 17 16 8 3 7 7 8 2 14 7 5 17 3 23 13 internal_value=-4.65354e-11 -0.00116289 -0.0161735 0.00300301 0.000318719 0.0120197 0.00497909 0.00610802 0.00249181 -0.00428609 0.00261219 -0.00165323 -0.00126482 -0.0153552 -0.000179691 -0.00100143 0.00403885 0.00848258 0.0167985 -0.00108897 -0.000404871 0.0160924 0.0101154 0.00572924 -0.0112773 0.0132776 -0.00122412 -0.00663918 -0.0192238 -0.00111823 internal_weight=0.157043 0.113205 0.0101701 0.043838 0.103035 0.012282 0.0402588 0.0390026 0.0291442 0.0154278 0.012169 0.0105322 0.0907534 0.00648933 0.0842641 0.0813081 0.00877376 0.00776217 0.00985841 0.00285136 0.0796714 0.0111984 0.0137164 0.0112444 0.0034566 0.00778776 0.00489579 0.00201598 0.00357924 0.0772209 internal_count=1024 844 96 180 748 42 152 141 116 82 49 47 706 56 650 642 31 24 25 10 625 34 34 32 13 19 44 11 28 618 is_linear=0 shrinkage=0.03 Tree=276 num_leaves=31 num_cat=0 split_feature=17 19 19 9 17 17 17 6 17 1 7 1 11 11 11 3 11 19 17 11 14 1 14 15 14 3 17 17 15 3 split_gain=0.000588222 0.00206529 0.00115228 0.00142864 0.000998451 0.00123735 0.000785861 0.00140993 0.00140296 0.000984335 0.00228364 0.0014402 0.00118672 0.00262002 0.00138619 0.00500792 0.00284455 0.00226376 0.00243205 0.00163803 0.0016265 0.00257552 0.00141385 0.00127077 0.00118664 0.00161278 0.00239792 0.00220398 0.0019222 0.00152089 threshold=99.993506017980877 60.584702304254542 60.825532092385352 0.97368421000000016 99.992193173961383 99.896280655951003 98.119103773584911 0.99761720997787873 96.727560184026359 0.97368421052631593 0.25000000187500004 0.91287878787878796 0.94819136767473278 0.91458577132167374 0.60267944014956132 0.73637639369454055 0.69709632923960152 49.772413581917931 85.273159092093152 0.5715601859572651 62.731481481481488 0.86190476190476206 22.474747474747478 72.632889488571763 28.474903474903478 0.15692685995915734 72.668319985788443 75.251664140038443 78.167606002640881 0.18191514218725999 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=4 -2 -3 -4 5 6 8 -8 9 11 -11 12 13 14 19 17 -17 18 -16 20 21 22 -1 -14 -24 27 28 -26 29 -27 right_child=1 2 3 -5 -6 -7 7 -9 -10 10 -12 -13 23 -15 15 16 -18 -19 -20 -21 -22 -23 24 -25 25 26 -28 -29 -30 -31 leaf_value=-0.019706634773604473 -0.030093541218043064 0.030066693418443723 -0.030077333291135076 0.011426839748169717 0.017399518532020448 -0.030038875004868331 -0.009693953975160121 0.026954551090683402 -0.030085646472051874 -0.021452082302009071 0.010454931665086591 -0.030053371746048371 -0.022001181216232891 0.026800957243675403 -0.018759035448376822 -0.03009426735067736 0.016392547544315465 -0.030040954066714951 0.018997087438871109 0.018495522189888116 0.018767726445174469 -0.030089563005614758 0.013647429429442129 0.011997035710089624 -0.016140951123884535 0.02055674365305192 -0.030028009306340888 0.026463034231982624 -0.030053228745898417 0.0026172561163576901 leaf_weight=0.0030476638060008545 0.0025302483738016681 0.0011323074577376246 0.0012498037012846908 0.0018532071262598038 0.0030445583688560865 0.0012205316761537679 0.0015038473138702093 0.0025413278581254417 0.0013887995473851325 0.0022982411896919066 0.016604755136540916 0.0014952265769352371 0.0042133048709729328 0.003247428388476691 0.0045411438161409023 0.0013832397953592599 0.0082522762768348912 0.007241151271500712 0.0023198677615710039 0.0046850386816004166 0.0040478725713910526 0.0026003957136708769 0.0062441544323519329 0.0012931455294165062 0.0089937047356443145 0.0046961297066445687 0.0020196542727717306 0.0012439798206287387 0.00150955004573916 0.045100491735183823 leaf_count=33 25 1 10 7 6 15 10 5 10 37 61 22 52 11 74 9 20 104 18 23 23 18 26 4 103 11 36 7 11 232 internal_value=-1.46348e-10 -0.00864877 0.00416268 -0.00528985 0.000398657 3.85436e-05 0.000296138 0.01333 -8.46319e-05 0.000219321 0.00657565 -0.000797419 -0.000422512 0.000250824 -0.000548051 -0.00695096 0.00971907 -0.018341 -0.00599281 0.0012573 0.000241476 -0.000752377 0.000294743 -0.014017 0.00116796 -5.79554e-05 0.00203585 -0.0109641 0.00329804 0.00430906 internal_weight=0.153543 0.00676557 0.00423532 0.00310301 0.146777 0.143733 0.142512 0.00404518 0.138467 0.137078 0.018903 0.118175 0.11668 0.111174 0.107926 0.0237377 0.00963552 0.0141022 0.00686101 0.0841886 0.0795036 0.0754557 0.0728553 0.00550645 0.0698077 0.0635635 0.0533258 0.0102377 0.0513062 0.0497966 internal_count=1024 43 18 17 981 975 960 15 945 935 98 837 815 759 748 225 29 196 92 523 500 477 459 56 426 400 290 110 254 243 is_linear=0 shrinkage=0.03 Tree=277 num_leaves=31 num_cat=0 split_feature=17 7 17 15 14 17 16 19 6 19 10 6 6 6 7 1 15 1 15 14 17 3 6 16 16 17 17 9 17 10 split_gain=0.000613913 0.00105586 0.000630866 0.0017876 0.00088543 0.000672608 0.00182256 0.00171854 0.00197803 0.00199725 0.0018938 0.00202498 0.00219152 0.00218981 0.00279659 0.0020959 0.00179537 0.0027709 0.00173784 0.00149441 0.00144913 0.00141915 0.00221002 0.00134602 0.00123946 0.00122673 0.00115504 0.00122447 0.00197753 0.00197768 threshold=3.6511404627855728 0.66666666333333346 25.923643148104102 44.800764537007758 36.851851851851862 56.147161542596258 64.468864119611183 54.900677582907242 0.9999232095811722 52.665352302363068 0.99984004415445416 0.66406920932186486 0.64201256361290548 0.47578412449695873 0.18065267642261776 0.20526315789473684 47.022097183862023 0.11805555555555559 61.03235434090373 23.571428571428573 53.454619119958615 0.96942735691857884 0.90544724102527985 71.299533693249074 27.884967676640944 57.783479891409861 58.099527451826468 0.97368421000000016 73.555640399344 0.9999949408586376 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 13 14 -4 18 17 -16 20 -7 -13 -9 -23 -8 -15 -21 -27 -28 -29 -30 right_child=2 -3 5 -5 -6 19 23 21 -10 -11 -12 15 -14 24 16 -17 -18 -19 -20 25 -22 22 -24 -25 -26 26 27 28 29 -31 leaf_value=-0.0064913807008731093 0.018274688851280259 0.030050894254662515 -0.030027458319915202 -0.03002943935089742 -0.011932606426951861 -0.030024672015153128 -0.030067168013276323 0.02216926311415586 -0.030054604103581753 -0.030056500552027385 0.01436424318227506 -0.030069921463315642 0.030056083397458473 0.0089108248119837263 0.015206315704156271 -0.020373649732763132 0.018732319514649761 -0.03004869361732463 0.02528686232115333 -0.030041665395326832 0.016481132994016226 -0.030079622489993137 0.022161919232590376 0.0061707775896637064 -0.03006821341397202 0.027302264478612889 -0.003792852741806089 -0.030047998948181401 0.00874156569647201 -0.030075391537858098 leaf_weight=0.0012866522920376147 0.0018125528513337477 0.0015923365135677159 0.001672937101830029 0.0023690740813435696 0.0016853514307513251 0.0016442551511772754 0.0025811170989982193 0.0072048933652695268 0.0017313203543380942 0.0016278286188935445 0.011375389502973121 0.0015010719969268393 0.0028521167696453622 0.0010212349188805083 0.0029439901154546541 0.0069561261140052011 0.0093426255916710943 0.0020765590575138049 0.0021658992754964856 0.0012974449114153677 0.0010046830047940603 0.001386255487886956 0.0015366691077360883 0.0014355868984239351 0.0026121503824469983 0.0013100915643917679 0.049929888788625476 0.0014079201228014418 0.021372284352764837 0.0012503983325586878 leaf_count=11 5 3 38 43 21 41 20 14 17 14 28 10 3 6 7 56 31 28 6 16 4 7 7 7 18 4 462 12 69 16 internal_value=9.25948e-11 0.0137197 -0.000268504 -0.00990779 0.00372029 0.000131901 0.00243807 0.00376901 0.00143874 0.0025951 0.00376262 0.000231146 0.0054803 0.00191676 0.00668144 -0.00993583 0.0109571 -0.0035117 0.00560615 -0.00172656 -0.0114053 0.0150165 -0.00261468 -0.0171156 -0.0191124 -0.00111887 -0.000620328 -0.00111493 0.00444915 0.00659608 internal_weight=0.149987 0.00287899 0.147108 0.00586698 0.0034979 0.141241 0.0630285 0.0590118 0.0488839 0.0471526 0.0455248 0.0341494 0.0225216 0.0196695 0.0160361 0.0116278 0.0143632 0.00502055 0.00467165 0.0782123 0.00250576 0.0101278 0.00292292 0.0040167 0.00363339 0.076568 0.0752706 0.0739605 0.0240306 0.0226227 internal_count=1024 14 1010 69 26 941 321 294 266 249 235 207 131 128 104 76 66 35 20 620 14 28 14 27 24 579 563 559 97 85 is_linear=0 shrinkage=0.03 Tree=278 num_leaves=31 num_cat=0 split_feature=15 14 19 16 15 3 15 15 1 19 10 19 14 15 15 1 7 16 14 1 11 1 11 2 19 3 19 6 10 10 split_gain=0.000548337 0.00139605 0.00197761 0.000945287 0.00085828 0.0018961 0.00131066 0.00164443 0.0012255 0.00223056 0.00127796 0.00112465 0.00213405 0.000910061 0.00231436 0.00304709 0.00106378 0.00102331 0.00205694 0.00163341 0.000943877 0.00241802 0.00204797 0.00185923 0.00311734 0.00260536 0.00201 0.00184547 0.00223043 0.00327703 threshold=36.926230142482041 64.863547758284611 46.217393878080877 37.987013003787887 41.918079947765683 0.12532744410317301 42.204500404324016 42.792725961009403 0.70714285714285718 40.32808684275286 0.99995743658303604 39.703858782147428 20.601851851851858 43.89540657800692 46.164559784129679 0.11805555555555559 0.66666666333333346 36.666666616666681 45.534290271132384 0.62828947368421062 0.94819136767473278 0.069047619047619038 0.7955521877015338 0.41641641641641647 48.195990100219682 0.92963742575175978 46.467503095184107 0.35674176642190103 0.99986194994880229 0.99968934972807588 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 8 -6 -8 9 11 -10 12 -2 17 15 16 -15 -9 -19 -20 22 -22 23 24 26 -26 -16 -25 29 -29 right_child=4 -3 -4 -5 6 -7 7 13 10 -11 -12 -13 -14 14 20 -17 -18 18 19 -21 21 -23 -24 27 25 -27 -28 28 -30 -31 leaf_value=-0.0096500751495685513 0.025086767642838598 0.026554455039229621 -0.030037426487367031 0.019792325691882787 0.021567522378871964 -0.030032976205864887 -0.030055411898891608 0.021598445457339799 -0.011736160107732639 -0.030029384451433896 0.020681826166452099 0.023256657912457995 -0.030056265872365564 -0.0069132022966814036 0.0054340238964585338 -0.030050844320980333 0.029663365866679735 -0.030105253879782957 0.028073943283391873 -0.009623884156980211 0.011060876273481957 -0.015882319927274697 0.012233993677912933 -0.022737895934183534 -0.030038232798746768 0.0038680385844912205 0.026002267772496802 -0.0023709268281301254 -0.014554720665143728 0.02284849795960206 leaf_weight=0.0014868458683849894 0.0010428283094370272 0.0024404072028119117 0.0015098236808626098 0.0028872027942270506 0.0025700125315779579 0.0026954304530590898 0.0016252903660642906 0.0036926431064330245 0.0016720546495889721 0.0029629922029243971 0.0031680752144893631 0.0016487166985825752 0.0016018916276152595 0.0017189128884638194 0.011158666854498733 0.0050718810584839957 0.0012260756366231362 0.0014091814482526388 0.0023908699131425237 0.0018233178307127673 0.0045569126723421513 0.0087619597231309854 0.014450446014052432 0.004173797082330565 0.0032011574990065128 0.0056211640558103682 0.0069327324963523998 0.027958430240460075 0.0096519353063513336 0.0055592105659343352 leaf_count=13 3 4 16 7 8 63 20 13 31 68 13 6 17 16 52 69 3 6 6 11 17 77 59 61 44 21 17 174 89 20 internal_value=2.37708e-10 0.00747797 -0.000434227 0.00978414 -0.000449948 -0.00727912 0.000367642 -8.26958e-05 -0.00220896 -0.0100075 0.00948282 0.00380999 -0.00831305 0.000325436 -0.000436751 -0.0159573 0.00831458 0.0093286 0.00127148 0.0117635 0.000782802 -0.00666399 0.00190089 -0.000109934 0.00618603 -0.00843477 0.0133159 -0.00368906 -0.00184734 0.00181195 internal_weight=0.146671 0.00832428 0.00588387 0.00437405 0.138347 0.014792 0.123555 0.120985 0.0120966 0.00725643 0.00484013 0.00429344 0.00264472 0.119359 0.110043 0.00801687 0.00294499 0.00931601 0.00562337 0.00421419 0.102026 0.0133189 0.0887075 0.0742571 0.0269137 0.00882232 0.0180914 0.0473434 0.0431696 0.0335176 internal_count=1024 40 36 20 984 201 783 775 138 94 44 26 20 755 719 88 19 36 23 17 631 94 537 478 134 65 69 344 283 194 is_linear=0 shrinkage=0.03 Tree=279 num_leaves=31 num_cat=0 split_feature=17 7 19 6 19 19 10 17 7 11 14 14 1 16 19 19 9 14 14 16 14 10 11 14 14 3 11 16 14 17 split_gain=0.000622182 0.000953396 0.000581953 0.00239092 0.00205028 0.00190601 0.00153296 0.00141201 0.00460396 0.00237192 0.00125206 0.00145412 0.00250173 0.00240735 0.00226396 0.00218786 0.00185606 0.00245032 0.0014725 0.00136008 0.00117188 0.00113104 0.0027102 0.00247594 0.00241998 0.00221854 0.00206867 0.00161813 0.00126067 0.00249597 threshold=3.6511404627855728 0.66666666333333346 54.843944828764144 0.99997618788042197 54.941146460112286 53.265269905232039 0.99998964906937782 49.999449692238279 0.88194444468750022 0.38403951953696808 35.750035750035757 61.257309941520482 0.73030303030303045 58.333333145833343 61.365741892614672 60.317263436921401 0.53939394166666677 49.005847953216382 51.172839506172842 49.999999972222227 43.756496881496894 0.99998602282094473 0.082012485844444274 40.608465608465622 39.141414141414145 0.3992448929483971 0.091196342359145602 20.538720666666674 45.054945054945065 58.897539295194612 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 21 -7 8 -6 -9 -11 12 14 19 15 16 17 20 -18 -13 -12 22 24 -23 25 -2 -24 -28 -29 -30 right_child=2 -3 4 -5 7 6 -8 9 -10 10 11 13 -14 -15 -16 -17 18 -19 -20 -21 -22 23 26 -25 -26 -27 27 28 29 -31 leaf_value=-0.0056206375049046532 -0.03004637468971301 0.030049499527790964 0.026352522462980473 -0.03002870582222341 0.023087527959658221 -0.030040533815141712 0.0047539107062354279 -0.030068514705166298 -0.03008818976293149 0.012018246584089938 -0.0050233268839166238 0.0043529975033656807 -0.030059408400993855 0.016476946892126022 -0.030052642164145008 0.020440664202447213 -0.030069502539922573 -0.030035376668737221 0.0049558873637390241 -0.030059892898589673 0.026654050065359813 -0.030042942265202113 0.030060318376849988 0.016677644849368331 -0.030060467142589396 0.01159919632463626 -0.020565296861231323 0.0041112368586663887 0.00076545739923700238 -0.030027650951296975 leaf_weight=0.0012147215134064018 0.0016610813481747755 0.0015160594484768808 0.002983201688493863 0.0026175190145067964 0.0068635054703918286 0.0034602945488586547 0.0016992193086480256 0.0024669094955243045 0.0018631583770911675 0.0067483363454812198 0.0015741452152724378 0.0021725124236411375 0.0034974049858647041 0.0074899250957969343 0.0022917914793652008 0.0041702911803440665 0.0033386584236723138 0.0013240965199656785 0.0015970013746482437 0.0019717426523584436 0.0031630202975065913 0.0011794508473030874 0.0021886939648538819 0.0075921689763163158 0.0050476472540594841 0.003750942210899666 0.0031485018882904106 0.04148436479385964 0.0099273247310520674 0.0031116105276396419 leaf_count=11 16 3 8 59 14 49 11 21 8 18 7 21 36 22 20 11 21 14 10 19 6 20 2 30 48 9 61 291 97 61 internal_value=2.34141e-11 0.0141825 -0.00027588 -0.00179193 0.00218504 -0.000914673 -0.0185814 0.000758303 0.0117344 -0.00153288 0.000256563 -0.00217886 -0.00690041 0.00632599 -0.00226118 0.00193815 -0.00507843 0.00604332 -0.0187366 -0.0120199 0.0161278 0.000237809 -0.00102924 0.0103955 -0.0151187 -0.00118284 0.00143266 0.000346214 0.00155377 -0.00658301 internal_weight=0.143115 0.00273078 0.140385 0.0868688 0.0535157 0.0842513 0.00515951 0.0505325 0.00872666 0.0418058 0.0393389 0.0325906 0.0209564 0.0116342 0.017459 0.0151672 0.0109969 0.00606126 0.00493566 0.00414426 0.00473717 0.0790918 0.0703202 0.00877162 0.0104597 0.00541202 0.0598605 0.0576718 0.0545233 0.0130389 internal_count=1024 14 1010 754 256 695 60 248 22 226 205 187 125 62 89 69 58 27 31 40 13 635 585 50 73 25 512 510 449 158 is_linear=0 shrinkage=0.03 Tree=280 num_leaves=31 num_cat=0 split_feature=17 16 15 14 19 16 6 10 15 1 14 16 19 6 14 19 19 6 3 17 14 15 16 16 10 10 10 11 10 6 split_gain=0.000588999 0.000952133 0.000594367 0.00126033 0.0018494 0.00081661 0.000746613 0.00271627 0.00211466 0.00256988 0.0016695 0.00140432 0.00156137 0.00176104 0.00248856 0.00191071 0.00219311 0.00175796 0.0012953 0.00127916 0.00121608 0.00187414 0.00175608 0.00170951 0.00227593 0.00198464 0.00127935 0.00202176 0.00137166 0.00107813 threshold=3.6511404627855728 49.999999972222227 36.926230142482041 64.863547758284611 46.217393878080877 37.987013003787887 0.90314020540061968 0.65833067341220664 70.100727060218972 0.54195804195804198 22.474747474747478 64.468864119611183 56.992129644156272 0.59287391644726839 38.278388278388285 47.948464106425483 52.665352302363068 0.47578412449695873 0.50887390657850273 47.816934578343457 54.235485485485491 38.317677186064678 35.643331541440141 37.499999718750004 0.99998921853968536 0.96238207547169818 0.99991564351682449 0.83745046729689798 0.99968934972807588 0.93174347812620695 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 -2 7 11 -9 -10 -8 12 13 14 17 -16 18 -4 -17 -12 21 -21 -22 -24 25 -25 28 -28 -27 -23 right_child=2 -3 6 -5 -6 -7 10 8 9 -11 19 -13 -14 -15 15 16 -18 -19 -20 20 22 29 23 24 -26 26 27 -29 -30 -31 leaf_value=-0.0060383741164601523 -0.0085062036911921941 0.030049993134247208 0.0094989464233804586 0.026451241172950519 -0.030034365349347517 0.019562484537142821 -0.030029296112037238 -0.025860129576403219 0.014332382769303138 -0.030059163841764699 0.024561611235378079 -0.016891765912517932 0.025618303958629619 0.018999219145760905 -0.030028300302736486 0.018822006298407627 -0.030054671157399335 -0.030078026738229773 -0.013689984840139072 -0.030040368921428074 -0.030025984160181932 0.018415498326628112 0.026122663498300027 -0.030049475826244947 -0.030046318573378278 -0.0073858022293641322 -0.030085437758988628 0.015774789279221071 0.025401775125054323 0.0026578345048985518 leaf_weight=0.0011866355662277775 0.0014140957107429131 0.0014768671244382858 0.012291948004985898 0.0022938043985050172 0.0013836008984071668 0.0027411123337515164 0.0015342823712671807 0.0074763283105312439 0.0034096747149305884 0.0017897785710374592 0.0021189558101468711 0.0036821431244788974 0.0024638620925543355 0.0040563453385402673 0.0038619361962446419 0.0031183948917714588 0.0019976959251835069 0.0011005450833181394 0.0017063522027456202 0.0015127307246984847 0.0023773385673848671 0.004205779668154718 0.0016927402757573881 0.0016167008925549462 0.0027754210800594601 0.0016623524334136164 0.0018054792844850454 0.0016611925675533712 0.0037137793401598174 0.055149125701859703 leaf_count=11 12 3 58 4 16 7 39 96 10 15 7 31 5 14 89 27 18 6 16 27 74 19 4 15 32 9 13 4 11 332 internal_value=5.48774e-11 0.013972 -0.000272407 0.00775128 7.00631e-06 0.0100102 -0.000760418 -0.00377584 -0.0156416 -0.00094827 0.000969952 0.000611882 0.00271832 0.000712779 -0.00236802 -0.0131662 -0.00362122 0.00624666 0.0073236 0.00156231 0.000938892 0.002934 -0.0060786 -0.0022648 -0.00589554 0.000512844 0.00610045 -0.0081097 0.0152635 0.00377439 internal_weight=0.139277 0.0026635 0.136613 0.00783261 0.00553881 0.00415521 0.128781 0.046955 0.0126758 0.00519945 0.0818259 0.0342792 0.0305971 0.0281332 0.0240769 0.0106844 0.00682244 0.0133925 0.00482475 0.0802916 0.0781726 0.0608676 0.017305 0.0149277 0.0132349 0.0104595 0.0088428 0.00346667 0.00537613 0.0593549 internal_count=1024 14 1010 39 35 19 971 385 121 25 586 264 233 228 214 150 61 64 43 547 540 378 162 88 84 52 37 17 20 351 is_linear=0 shrinkage=0.03 Tree=281 num_leaves=31 num_cat=0 split_feature=17 6 15 14 19 16 11 2 14 19 11 11 1 19 16 11 14 7 19 14 14 10 19 10 7 14 11 14 15 1 split_gain=0.000558826 0.000950838 0.00054944 0.00120677 0.00175216 0.000792978 0.000715305 0.00194498 0.00186008 0.00145381 0.00136128 0.00257509 0.00204656 0.00200837 0.00195144 0.00128296 0.00217645 0.00128105 0.0013996 0.0013671 0.00117494 0.00116304 0.00107705 0.00106026 0.0025505 0.00200025 0.0022368 0.00190238 0.00179517 0.00339165 threshold=3.6511404627855728 0.006064697447093371 36.926230142482041 64.863547758284611 46.217393878080877 37.987013003787887 0.97072649462307703 1.0000000180025095e-35 62.731481481481488 52.978019117504893 0.7955521877015338 0.61204350697756149 0.24038461538461539 46.217393878080877 46.666666816666677 0.59356130317165301 22.474747474747478 0.12613636292231409 55.700820383401258 43.899521531100483 28.474903474903478 0.9999088129237107 63.882424053905332 0.86270781542445785 0.83333331902777796 58.055555555555564 0.46258503542414003 42.365967365967371 45.135019768894487 0.73508771929824579 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 5 -2 10 -8 9 -9 11 15 13 -13 -12 16 -4 -11 -19 -20 -18 -21 -14 24 25 26 27 28 -22 -30 right_child=2 -3 6 -5 -6 -7 7 8 -10 17 14 12 22 -15 -16 -17 20 18 19 21 23 -23 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=-0.0064454602556786823 -0.0084354893693593877 0.030045936881885844 -0.030057928487675717 0.026215995204970047 -0.03003316172147889 0.019262322266138082 -0.030032869894999689 -0.030048702092011988 -0.030070114455331091 0.021988331851470554 -0.030030357369454731 -0.030032652221416711 -0.030030985660163437 0.013813506158718359 0.010697108694125362 0.017032308869943662 0.013854030275456331 -0.030095822304245345 0.022246896258331168 -0.030040596870057501 0.01588955816219478 0.0051191965012502127 0.00093123778148879416 0.0021611395191694451 -0.030054686144345515 0.014566022136933499 0.013312524999967131 -0.030051186011241841 -0.030055196584796055 0.030065722833431289 leaf_weight=0.0011599189165281123 0.0014265553340919715 0.0014410224976018071 0.0021461962337525611 0.0022127325064502656 0.0013270082617964363 0.0026740951470856089 0.0026675682402128578 0.0011269679152974285 0.0018406736713814107 0.0031092434428501292 0.0011350762881647816 0.0013231804737188213 0.0058206976985957226 0.0032484420707987738 0.015760653200914021 0.0040597470879220046 0.0055580533744432606 0.0012352834996818274 0.0024686382494110148 0.0012566703276206681 0.0025260624024667777 0.0025956633935493301 0.0012237237588124117 0.045943433462980465 0.0033176794308928939 0.00509836245646511 0.0036179468625050512 0.0041148133628894357 0.003504432927002199 0.0011126288445666432 leaf_count=11 12 3 29 4 16 7 42 19 20 10 31 22 119 20 65 17 25 10 8 14 9 12 5 311 33 36 31 51 31 1 internal_value=-1.02566e-10 0.0137722 -0.000268416 0.00754285 -6.97655e-05 0.00962667 -0.000742784 -0.00660595 -0.00202205 0.00235595 0.000129947 -0.00129866 -0.0145082 0.00112296 0.00796099 0.000595707 -0.000271576 0.00577998 -0.000889429 0.00481827 0.000583143 -0.00635028 -0.0246524 -0.000482213 -0.00569624 -0.00165035 -0.00720814 -0.0138028 -0.00444293 -0.0155671 internal_weight=0.136053 0.00260094 0.133452 0.00764039 0.00542766 0.00410065 0.125812 0.0163007 0.0136331 0.0117925 0.109511 0.0926154 0.011616 0.00457162 0.0168957 0.0809994 0.0769396 0.0106655 0.00755626 0.00632097 0.0747934 0.00385233 0.00704442 0.0692354 0.0232919 0.0199742 0.0148759 0.0112579 0.00714312 0.00461706 internal_count=1024 14 1010 39 35 19 971 135 93 73 836 740 166 42 96 574 557 54 44 34 528 26 124 503 192 159 123 92 41 32 is_linear=0 shrinkage=0.03 Tree=282 num_leaves=31 num_cat=0 split_feature=17 6 19 6 19 19 10 17 7 11 15 15 19 19 17 7 19 19 6 16 19 14 10 15 11 10 2 7 3 17 split_gain=0.000524661 0.000930805 0.000537091 0.00221649 0.00183953 0.00164316 0.00144752 0.00130426 0.00403141 0.0021172 0.00136411 0.0024704 0.00103137 0.00205243 0.00167605 0.00142494 0.00119729 0.0040864 0.00161785 0.00122889 0.00110264 0.00186147 0.00187051 0.00250798 0.00168075 0.00180952 0.00145222 0.00228068 0.00275653 0.00167655 threshold=3.6511404627855728 0.006064697447093371 54.843944828764144 0.99997618788042197 54.941146460112286 53.265269905232039 0.99998964906937782 49.999449692238279 0.88194444468750022 0.38403951953696808 36.350462776174844 46.164559784129679 52.577670392221044 51.992336716125877 88.847445981471864 0.37252368958295784 51.636264670105319 50.031023377356419 0.9999140555050009 55.514211976670886 46.060453615193545 37.108262108262117 0.99998602282094473 36.926230142482041 0.60267944014956132 0.99992380467297615 1.0000000180025095e-35 0.23978992341068575 0.12023382579683352 53.743110094935794 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 12 -7 8 -6 -9 -11 -12 13 14 16 -14 17 18 20 -18 21 24 23 -23 25 -2 29 -28 -29 -22 right_child=2 -3 4 -5 7 6 -8 9 -10 10 11 -13 15 -15 -16 -17 19 -19 -20 -21 26 22 -24 -25 -26 -27 27 28 -30 -31 leaf_value=-0.0064838925725003074 0.0078620182221886478 0.030044678545537572 0.026072645554306776 -0.030026666443403665 0.022794291111489708 -0.030036508112718536 0.0049198498125587941 -0.030061997010414686 -0.030079376130296511 0.030041003686412375 -0.022226591743628309 0.0021065535627390994 0.021392967642730749 -0.030053757695666209 -0.030037937407336523 -0.0096675924617303614 -0.00076821839111756269 -0.030038555660368598 0.030073505120591686 0.030060348054212562 0.024305330671738529 0.015337925319236959 0.012270299076613689 -0.02654382077873705 -0.019521758927337696 -0.03004056810122633 0.013487799277931485 0.0095520215058276878 -0.030030443075892817 -0.0037817881343880752 leaf_weight=0.0011464887447800711 0.018233936960314168 0.0013877663586754352 0.0027465252533147569 0.0024218497964056942 0.0062881468402338214 0.0031054874486926556 0.0016235126140600187 0.0022000300077706916 0.0016353690698451828 0.0013323813327588132 0.0042824269985430865 0.030490265912789027 0.0043331785091140764 0.0021017209555793661 0.0016239045680777045 0.0019175449106114684 0.0022114964231150216 0.0038929885620291307 0.0017582477885298422 0.0024562013568356633 0.0060632715976680629 0.001570828135299962 0.0021519844276554076 0.0071172359806723762 0.0027575148994856127 0.0012087743589290758 0.0055694331480253823 0.0028125827352596389 0.0036232498991921602 0.0027941096770973672 leaf_count=11 86 3 8 59 14 49 11 21 8 2 37 166 14 21 41 18 14 70 2 3 16 9 10 122 32 20 47 23 50 37 internal_value=-5.96208e-11 0.0135193 -0.000262893 -0.00175722 0.00221922 -0.000889779 -0.0180356 0.000802044 0.0118815 -0.00148976 0.000251258 -0.000890192 0.000203008 -0.00086977 6.17489e-05 0.0118645 0.000822845 -0.000323919 0.00175435 0.0154542 0.000830611 -0.00257892 -0.0127693 -0.0189715 0.0023969 0.00550557 0.0062303 -0.000568297 -0.0127321 0.0154451 internal_weight=0.132858 0.00253426 0.130324 0.0813491 0.0489751 0.0789272 0.004729 0.0462286 0.00792352 0.0383051 0.0361051 0.0347727 0.0741982 0.0679475 0.0658458 0.00625072 0.0642219 0.0595542 0.0556612 0.0046677 0.0539029 0.0330403 0.01084 0.00868806 0.0222002 0.0194427 0.0208626 0.0120053 0.00643583 0.00885738 internal_count=1024 14 1010 754 256 695 60 248 22 226 205 203 635 603 582 32 541 524 454 17 452 279 141 131 138 106 173 120 73 53 is_linear=0 shrinkage=0.03 Tree=283 num_leaves=31 num_cat=0 split_feature=17 16 1 1 15 7 17 3 1 1 15 15 7 1 1 14 19 11 3 19 14 6 15 7 7 6 19 19 17 19 split_gain=0.00050485 0.000907363 0.000558809 0.00261565 0.00130328 0.00230105 0.00159697 0.00105368 0.00191131 0.00157641 0.00169942 0.0015667 0.00135236 0.000930935 0.00212977 0.00141707 0.000923786 0.00216461 0.00213215 0.00205155 0.00161324 0.00150811 0.00146361 0.00151374 0.0028335 0.00142194 0.00119902 0.00160819 0.00146352 0.00126837 threshold=3.6511404627855728 49.999999972222227 0.8257575757575758 0.75961538461538469 39.132358133365109 0.30000000075000011 50.125468776837529 0.85447014998304061 0.8377192982456142 0.97368421052631593 46.164559784129679 51.913768473940287 0.49999999625000008 0.68990384615384626 0.62828947368421062 57.359307359307373 54.101405921502874 0.43094791655243309 0.99862335826171078 53.078844494742057 51.683501683501689 0.99997618788042197 63.052914818716417 0.52277328750000007 0.95477581061942784 0.98675919663372624 52.8945715638447 51.992336716125877 88.847445981471864 51.787693908931494 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 13 -4 6 -6 8 -7 -10 -11 -12 -13 14 16 -15 19 25 20 21 22 26 23 -19 -25 -18 27 28 29 -2 right_child=2 -3 4 -5 5 7 -8 -9 9 10 11 12 -14 15 -16 -17 17 18 -20 -21 -22 -23 -24 24 -26 -27 -28 -29 -30 -31 leaf_value=-0.0066448480333912542 -0.00026626440616497188 0.030046081002770099 0.016569876131890378 -0.030047793974050791 0.0012839197093889969 0.027490702723059667 -0.030044353262401766 0.015107022522618948 -0.020735762481756823 -0.018282513029301534 0.024651820810408235 0.016306698492675742 -0.030041767686576189 0.014979013118766253 -0.023247771419366948 -0.013365593959550771 -0.0016534501381425908 0.017115904489640468 -0.030049421147208329 -0.030038410842235502 -0.030039763029483919 -0.030027560415851161 -0.01542999598753789 -0.030075873672431537 0.013802708396623441 0.028973397610206418 0.024324334582414044 -0.030056147413474687 -0.030038718426875572 0.030043443134554024 leaf_weight=0.0011054306287405771 0.043235112376464713 0.0013442797062452883 0.0054307713179468911 0.0027860444492944217 0.0026502561308916475 0.0020126341187278749 0.0032728934569377088 0.0065689930279404498 0.0035814658763229099 0.0023561381149193039 0.003469758783467114 0.001107078973291209 0.0011605143008637242 0.0070287267039930157 0.0038778886456611863 0.0020505313203500464 0.0019857604502249151 0.0082711245377140585 0.002008172894420567 0.0023682079863647223 0.0012684424170856792 0.0016121798562380709 0.0026342064375057808 0.0021535921569011416 0.003440609644712822 0.0043596632822300307 0.0016856150723469901 0.0017021374060277586 0.0014483307359114397 0.0012793506612069896 leaf_count=11 368 3 33 50 27 6 56 21 37 16 9 5 15 37 52 30 8 24 14 31 18 37 23 13 13 7 5 17 36 2 internal_value=-9.79465e-11 0.0134893 -0.000260594 -0.00140819 0.00319542 0.000420998 -0.0160268 0.00523044 0.00049044 -0.00416411 0.00316905 0.0119785 -0.00741363 -0.00054474 -0.00153865 0.00857744 -0.000479076 0.00414306 -0.00074876 -0.00274301 0.00256286 -0.00147461 0.00506927 0.00896382 -0.00308917 0.0193889 -0.00054184 -0.0014212 -0.000360767 0.00060484 internal_weight=0.129256 0.00244971 0.126806 0.0951957 0.0316105 0.0261797 0.00592315 0.0202566 0.0136876 0.011675 0.00809349 0.00573735 0.00226759 0.0924097 0.0833304 0.00907926 0.0794525 0.0261216 0.0197761 0.0533309 0.017768 0.0509627 0.0164995 0.0138653 0.0055942 0.00634542 0.0493505 0.0476649 0.0459628 0.0445145 internal_count=1024 14 1010 785 225 192 83 109 88 82 45 29 20 735 668 67 616 120 105 496 91 465 73 50 26 15 428 423 406 370 is_linear=0 shrinkage=0.03 Tree=284 num_leaves=31 num_cat=0 split_feature=11 11 15 7 3 10 6 10 14 14 10 10 6 3 16 7 7 14 7 1 7 1 1 6 6 19 14 1 16 9 split_gain=0.0004548 0.00167009 0.00135469 0.00160377 0.00114509 0.00155222 0.00164153 0.00103285 0.00249234 0.00244846 0.00194232 0.00264874 0.00157387 0.0015839 0.00149837 0.00178541 0.00127756 0.00189911 0.00115328 0.00274398 0.00155059 0.00177596 0.00138373 0.00137212 0.00176002 0.00135205 0.000999617 0.000961473 0.00147884 0.00261728 threshold=0.49311782270730814 0.52550931890161545 62.694508768530831 0.37500000656250015 0.10880302876976193 0.9999949408586376 0.47578412449695873 0.99991750267989132 50.438596491228076 40.608465608465622 0.99974134460868724 0.99009406931148181 0.99939230415071068 0.29019152051211167 20.538720666666674 0.13245613457575753 0.74999999812500018 40.608465608465622 0.85714286928571448 0.36602870813397137 0.60000000300000023 0.55050505050505061 0.10263157894736842 0.86861855165276247 0.60507838639792577 36.629429212015346 28.474903474903478 1.0000000180025095e-35 46.666666816666677 0.4166666645833334 decision_type=2 2 2 2 2 2 2 2 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 27 -4 5 6 -1 10 9 -9 11 14 -11 -14 -6 -16 17 -12 20 -20 21 22 -17 24 -22 -24 -13 -3 29 -29 right_child=1 2 3 -5 7 -7 -8 8 -10 12 16 26 13 -15 15 18 -18 -19 19 -21 23 -23 25 -25 -26 -27 -28 28 -30 -31 leaf_value=0.0036920546425437246 -0.030024612071446043 0.010003008459659245 0.00255040937196435 -0.030045238583337099 -0.030031903689315655 0.018065487540851567 -0.030034627925893485 -0.030036008191781934 -0.030049538593481639 0.019206404682717303 -0.030037947680616309 0.0046277757049416682 0.018578225015730355 -0.030057948208643184 0.022272595674243292 0.01107395053442411 0.028837382980701581 0.017471194927561169 0.017879143191548999 -0.030060883780622098 0.013134772143815199 0.0074829385277942013 0.0088610772418843062 0.026851681130819632 -0.030054514224542035 -0.030049478813972325 -0.030056039787075533 0.0007720495118109593 0.0019085505110829862 -0.030028059014902179 leaf_weight=0.0021035843030858805 0.0018470532154424282 0.008061475674594476 0.0024943833300312681 0.0029833153512299759 0.0010872701104744911 0.0014186067783157341 0.0033949093113960771 0.0017032682333137927 0.0027414483670327181 0.0051480328538673348 0.0010086121801577974 0.001003464032237388 0.0010300690410076641 0.001452255720323592 0.0050362429494725794 0.0016067824326455584 0.0045191648277977947 0.0030384781916836801 0.0017808418670028905 0.0027093612261523958 0.0041839103973870806 0.010144383277975066 0.0010380295780123561 0.0045698211397393607 0.0010654447796696331 0.003560486210290037 0.0029360440935306542 0.0064574746146490725 0.031976295632148322 0.0040343939938054518 leaf_count=21 47 43 24 36 21 7 69 25 40 16 12 8 4 15 19 6 9 14 7 21 18 53 8 9 9 38 31 72 208 114 internal_value=-1.4608e-10 -0.00195702 -0.00103138 -0.0152021 0.00165819 -0.00991318 -0.0171317 0.00296255 -0.00490087 0.00248573 0.004889 0.00215757 0.00974531 -0.00987581 0.00466152 0.00571827 0.0178736 0.00563101 0.00299896 -0.0110476 0.00540915 -0.000250125 -0.0128921 0.0148323 0.00436878 -0.0212661 -0.0212214 0.00050481 -0.00129818 -0.0110714 internal_weight=0.126135 0.0578544 0.0560073 0.0054777 0.0682805 0.0069171 0.00549849 0.0613634 0.0120751 0.00933363 0.0492883 0.0407221 0.00763036 0.00248232 0.0367826 0.0356953 0.00856626 0.00404709 0.0306591 0.0044902 0.0261689 0.0163497 0.0062053 0.00981918 0.00524936 0.00459852 0.00393951 0.0505296 0.0424682 0.0104919 internal_count=1024 544 497 60 480 97 90 383 100 60 283 248 35 19 209 188 35 26 169 28 141 105 52 36 27 46 39 437 394 186 is_linear=0 shrinkage=0.03 Tree=285 num_leaves=31 num_cat=0 split_feature=17 6 1 1 10 1 7 14 17 14 7 10 3 3 6 14 3 14 10 14 7 6 9 10 19 19 19 6 3 3 split_gain=0.000455271 0.000867814 0.00050334 0.00243546 0.00114177 0.00150792 0.00249478 0.00173856 0.000862396 0.00266236 0.00217049 0.00122632 0.00156262 0.0016256 0.00238069 0.00196742 0.00151011 0.00167648 0.00127736 0.00229199 0.00208684 0.00201118 0.00156904 0.00182737 0.00159292 0.00253539 0.00181567 0.00166565 0.00226127 0.00170031 threshold=3.6511404627855728 0.006064697447093371 0.8257575757575758 0.75961538461538469 0.35654120693873126 0.87083333333333346 0.15192307962500004 49.005847953216382 44.14030061524155 39.871794871794883 0.34749550576117022 0.99987012035961731 0.99862335826171078 0.49979292638972167 0.9999140555050009 51.683501683501689 0.56079672409780368 41.447368421052637 0.99974134460868724 43.756496881496894 0.74999999812500018 0.99880700509453846 0.20227272500000001 0.94245874995006262 42.372925393540044 46.060453615193545 46.558015754952372 0.96453178178032339 0.46906387144662093 0.92336588590477464 decision_type=2 2 2 2 2 2 2 2 2 2 2 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 -4 -6 -7 -8 9 10 -2 18 13 14 -13 -16 -15 -18 21 20 -20 22 23 -10 -24 -26 -27 28 -28 -30 right_child=2 -3 4 -5 5 6 7 -9 11 -11 -12 12 -14 16 15 -17 17 -19 19 -21 -22 -23 24 -25 25 26 27 -29 29 -31 leaf_value=-0.006703791485580677 -0.030044504581922558 0.030040783332493253 -0.017782011411743837 -0.030044839890324544 0.017015107026286929 -0.030045910449440213 -0.030051880003856207 0.0066685649678860787 -0.030046011637709917 -0.030033310537896766 0.0066426787089856861 -0.024136017418715568 -0.030053815516313805 0.021768124295013243 0.018011007963719863 -0.030033893160257202 0.0098339611474712197 -0.030035628150609124 -0.030038837030862277 0.024340623853938006 0.017915833551455009 -0.030023695364705033 0.022810640996547844 -0.00020216657158992208 -0.030037676070760091 0.02826544399323663 -0.016218350665229399 0.014417986311854135 0.012796127029421747 -0.011954140711657837 leaf_weight=0.0010712490784499087 0.0017539097229928311 0.001257542404346168 0.0021815038458043992 0.0025893543300981028 0.0068165218060585167 0.0021244966201265916 0.0012423376761034879 0.017599301274458412 0.0026207434938214647 0.0034965446546948451 0.0084133582734011725 0.0054002921765459178 0.002121007064033619 0.003575626464225933 0.0031038581973916735 0.0010188997790123722 0.0025586269625819114 0.0015090190579485352 0.0016951868158230354 0.0059348301774662104 0.0015760110393330251 0.0018085936804936855 0.0040449678936056435 0.0062507580597639389 0.0019815864648080597 0.0027422258353908538 0.006668628127044939 0.0076445157119451315 0.0085327198530649184 0.0035322149233252284 leaf_count=11 21 3 39 50 39 42 14 91 32 79 41 93 21 13 17 21 14 25 24 18 5 46 11 41 30 4 95 29 36 19 internal_value=-6.4296e-11 0.0131382 -0.000253831 -0.00136887 0.00311664 0.00475761 0.000772439 0.00424737 -0.000524945 -0.00745187 0.000313938 0.000748572 -0.00576088 -0.00275934 -0.01103 0.00613718 0.00754543 -0.0049569 0.00302993 0.0132274 -0.00693504 0.0009814 0.00225531 -0.00901838 0.00510093 0.00279769 0.00503208 0.00261678 -0.00219889 0.00555007 internal_weight=0.122866 0.00232879 0.120538 0.0905735 0.0299642 0.0277827 0.0209661 0.0188416 0.0879841 0.0136638 0.0101673 0.0743203 0.0192873 0.0171663 0.00952305 0.00412276 0.00764327 0.00406765 0.055033 0.00920603 0.0032712 0.045827 0.0440184 0.0088715 0.0351469 0.0311019 0.0291203 0.0263781 0.0187336 0.0120649 internal_count=1024 14 1010 785 225 186 147 105 735 141 62 594 204 183 131 38 52 39 390 47 29 343 297 73 224 213 183 179 150 55 is_linear=0 shrinkage=0.03 Tree=286 num_leaves=31 num_cat=0 split_feature=17 16 1 1 15 7 11 3 1 1 15 15 7 1 1 9 11 10 6 7 14 6 10 10 6 15 17 19 7 14 split_gain=0.000435677 0.000855563 0.000473271 0.00232152 0.00120167 0.00203671 0.00145111 0.000954276 0.00172867 0.00138367 0.00154717 0.00141683 0.00120818 0.000883229 0.00186897 0.00132461 0.00238771 0.00107689 0.00193888 0.00259665 0.0016829 0.00148302 0.00143144 0.00169829 0.00174749 0.00124972 0.00163514 0.00169724 0.00168861 0.00150665 threshold=3.6511404627855728 49.999999972222227 0.8257575757575758 0.75961538461538469 39.132358133365109 0.30000000075000011 0.31296641791044788 0.85447014998304061 0.8377192982456142 0.97368421052631593 46.164559784129679 51.913768473940287 0.49999999625000008 0.68990384615384626 0.62828947368421062 0.93160714667755118 0.38403951953696808 0.99991564351682449 0.95372126032243798 0.60303030300000016 22.474747474747478 0.062932073462562035 0.99998602282094473 0.9999949408586376 0.9999140555050009 62.067973099667348 56.517936944834034 57.73189697317401 0.1978260859782609 38.278388278388285 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 13 -4 6 -6 8 -7 -10 -11 -12 -13 14 17 16 -15 18 19 25 -20 -21 -19 -24 -25 26 28 -28 -2 -30 right_child=2 -3 4 -5 5 7 -8 -9 9 10 11 12 -14 15 -16 -17 -18 22 20 21 -22 -23 23 24 -26 -27 27 -29 29 -31 leaf_value=-0.0069541683790232669 -0.030023053316864778 0.030043294998489317 0.016349425580816049 -0.030042663410595312 0.0010965823588000195 0.027293356405635238 -0.030040628311685729 0.014697125404832957 -0.020438045783352236 -0.018139340462931749 0.024275867782145705 0.015591481416309734 -0.030038424804724372 0.012480693739410345 -0.022869207414168348 0.029182726902018983 -0.030025672021611594 -0.025658839690875419 -0.030031569090107259 0.0041023423074519946 0.0080578739848887245 -0.030045357405374722 0.022966256327570569 -0.030050644034311048 0.0025497886624874302 0.0093394072579092886 -0.030024865827072516 0.012960795215879572 0.0079615137276543152 -0.030016749811257095 leaf_weight=0.0010413096283627956 0.0014188786315116894 0.0012234902533236891 0.0050598077522181475 0.0024669329097832806 0.0024678411912191214 0.001821365843170498 0.0029660351648317373 0.0061073561328157657 0.0033153022236547258 0.0022259481338551268 0.0031859291448199656 0.0010313847269571852 0.0010579371869425813 0.0047332096937680035 0.0035258707930552182 0.0021240873284114059 0.0015885371572608165 0.0032916974894305904 0.0010840347720204582 0.0015226691411953644 0.028254795893190021 0.004610381981365208 0.0018600159037305275 0.0023643802690003213 0.0039555099091330703 0.0087935819510676083 0.0035109193877360658 0.0010812837790581398 0.010705500440280957 0.0010306301028322204 leaf_count=11 36 3 33 50 25 6 58 21 37 16 9 5 15 23 52 5 39 55 27 10 158 55 6 40 30 46 73 3 45 32 internal_value=-6.41274e-11 0.0130326 -0.000251927 -0.00135147 0.00305446 0.000272306 -0.0158994 0.00496017 0.000254703 -0.00429827 0.00283502 0.0116854 -0.00751342 -0.000523218 -0.00153325 0.00868635 0.00179964 -0.00050952 0.00105248 -0.00397416 0.00665051 -0.0215674 -0.00895332 -0.00223081 -0.0096466 9.12938e-05 -0.00449106 -0.0199034 0.000889148 0.00462638 internal_weight=0.119427 0.0022648 0.117162 0.0879229 0.0292389 0.0241791 0.00543388 0.0187452 0.0126379 0.0108165 0.0075012 0.00527525 0.00208932 0.085456 0.0770102 0.00844583 0.00632175 0.0734843 0.0620127 0.0326738 0.0293388 0.00613305 0.0114716 0.00817991 0.00631989 0.0265408 0.0177472 0.0045922 0.013155 0.0117361 internal_count=1024 14 1010 785 225 192 83 109 88 82 45 29 20 735 668 67 62 616 485 300 185 65 131 76 70 235 189 76 113 77 is_linear=0 shrinkage=0.03 Tree=287 num_leaves=31 num_cat=0 split_feature=17 10 19 19 19 15 15 19 3 17 11 19 17 3 15 3 3 3 11 11 19 10 15 19 19 17 7 19 19 16 split_gain=0.000416668 0.000829924 0.000478892 0.00165567 0.00153946 0.00110804 0.00232709 0.0011981 0.00114974 0.00178767 0.00286674 0.00176423 0.00176889 0.00172556 0.00162829 0.00139293 0.0014709 0.00108026 0.00178985 0.00129118 0.00104714 0.000925313 0.000918017 0.000807235 0.00183277 0.00142785 0.00142351 0.00103499 0.00357911 0.0011318 threshold=3.6511404627855728 0.0060632803293453894 54.843944828764144 53.265269905232039 54.941146460112286 36.350462776174844 47.639929940851601 62.146108536096008 0.99862335826171078 49.999449692238279 0.74933155347879554 58.068303178409323 80.774225547235076 0.80361729743996568 62.694508768530831 0.51146094342529735 0.46906387144662093 0.57130825532815621 0.83745046729689798 0.9616644340473629 60.401423635208062 0.99998964906937782 55.535604307341643 52.577670392221044 51.992336716125877 88.847445981471864 0.37252368958295784 51.636264670105319 50.031023377356419 55.514211976670886 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 23 -4 -6 7 -7 9 -8 15 -10 20 14 17 16 22 19 -19 -12 -13 -5 -11 24 25 27 -25 28 -2 -29 right_child=2 -3 4 21 5 6 8 -9 11 10 13 12 -14 -15 -16 -17 -18 18 -20 -21 -22 -23 -24 26 -26 -27 -28 29 -30 -31 leaf_value=-0.0067859943615196736 0.0010636942248303147 0.030039124217279264 0.02599143691592638 -0.030030773510820293 0.030036390430024058 -0.030049738293198316 0.022565728162228835 0.0017840493247454287 -0.030062084808212486 0.0064225482582165906 0.022413542535200379 0.026125118994458522 -0.030068467239103398 0.025317735500085866 -0.030031154330649342 -0.030045266130382279 0.023942411323192143 0.020864911223832876 -0.030068559120884394 -0.0013008082945013275 -0.0082804572060016322 -0.001411947636082688 -0.030040512719497998 0.021007069828460005 -0.030045618062133773 -0.030030968994091117 -0.011818747730103347 -0.0016289623163604555 -0.030035331445494379 0.03005476149223632 leaf_weight=0.0010307949792149875 0.050467745271816966 0.0011828405258711427 0.0023260359403138855 0.0027904934404432416 0.0011412021704018107 0.0032144797127955363 0.0045948425686219698 0.0015905418003967497 0.0022445950307883314 0.0010338229694752945 0.0046971090359875234 0.0021298470364854438 0.0011293534334981814 0.0042463906029297496 0.0012025016429788602 0.0029051585845536465 0.0012673956316575641 0.0010203793281107218 0.0015862422437749046 0.0036894318741360621 0.0012713869427898317 0.0015996511319826823 0.0015578100037600962 0.0037053953401482423 0.0019686158257172784 0.0014498910381917076 0.0017507495294921682 0.0019674347045111054 0.0035659418964542047 0.0020954186911694705 leaf_count=11 487 3 8 53 2 40 12 7 14 7 13 9 8 12 23 30 4 3 15 19 8 19 22 16 24 42 20 16 74 3 internal_value=4.58098e-11 0.0128912 -0.00024986 -0.00175517 0.00225712 0.000894748 5.0273e-05 -0.0195122 0.00276885 0.00546945 0.00208439 -0.00831273 0.00246258 0.00884745 0.00311268 -0.0143549 -0.0025429 0.00673816 -0.0101303 0.0119811 0.0132643 -0.0196028 -0.0154951 -0.000585202 -0.00156611 -0.000624575 0.010474 0.000109308 -0.000988679 0.0147119 internal_weight=0.116423 0.00221364 0.11421 0.0713613 0.0428485 0.0405225 0.0393813 0.00480502 0.0345763 0.0278011 0.0232062 0.00677518 0.00453059 0.0164421 0.0121957 0.00676419 0.00385903 0.0109932 0.00260662 0.00838654 0.00340123 0.00439014 0.00259163 0.0669712 0.061515 0.0595464 0.00545614 0.0580965 0.0540337 0.00406285 internal_count=1024 14 1010 754 256 248 246 47 199 160 148 39 25 85 73 63 33 50 18 32 17 72 29 682 646 622 36 580 561 19 is_linear=0 shrinkage=0.03 Tree=288 num_leaves=31 num_cat=0 split_feature=17 7 9 19 11 11 14 14 15 2 14 11 17 16 3 15 17 11 14 14 7 10 10 6 19 17 14 19 6 6 split_gain=0.000411475 0.000781413 0.000462387 0.00156443 0.000768529 0.00152077 0.00191145 0.0023108 0.00147143 0.00136583 0.00144409 0.000759355 0.00173194 0.0015087 0.00212389 0.00132241 0.00115616 0.000983219 0.00175927 0.00108162 0.00112656 0.0030664 0.00280656 0.0018652 0.00123476 0.00210546 0.00185337 0.00127035 0.00109985 0.00128311 threshold=3.6511404627855728 0.66666666333333346 0.93160714667755118 61.670252649140131 0.9347840739207719 0.85063441316470112 61.257309941520482 24.216524216524217 39.836256269062766 0.49074074074074076 62.731481481481488 0.61204350697756149 86.178050906578662 48.601398410256415 0.22120634098646441 51.441049470813759 93.77616063036875 0.5715601859572651 22.474747474747478 28.474903474903478 0.84999997001428584 0.99976530832476895 0.99987012035961731 0.99648019331286752 54.101405921502874 49.999449692238279 51.967592592592602 53.078844494742057 0.99997618788042197 0.9999140555050009 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 11 5 6 7 -4 -6 -10 -11 17 13 -13 -15 -14 -17 18 -2 -20 24 -22 -23 -24 27 -26 -27 28 29 -21 right_child=2 -3 4 -5 8 -7 -8 -9 9 10 -12 12 15 14 -16 16 -18 -19 19 20 21 22 23 -25 25 26 -28 -29 -30 -31 leaf_value=-0.006272591372394767 -0.030050256434047018 0.030039507150621619 0.020458020525273648 -0.030043760394555249 0.020080903763868996 0.019269232341111109 0.023269899996300754 -0.030065771519043511 -0.030041095260976893 0.0064550601322685974 -0.030063061095595141 -0.030020293268671925 -0.017985942116172472 0.0118797326140239 -0.030025350993428852 0.023408593654568082 -0.00063358413878297174 0.014160247147144608 0.014402319367942156 -0.00011202364675852339 -0.030051532848274512 0.030041415329022603 0.018966719074047969 -0.03004815467835022 0.024501044053335801 0.014576336432095216 -0.030030415840897953 -0.030035140787747761 -0.030024224961761208 0.02817097298522829 leaf_weight=0.0010036495427812034 0.0017268816347950624 0.0011382473749108613 0.0011810530322691193 0.0016609522167527748 0.0020670427365985242 0.0060944132765143877 0.0017792809430829948 0.0026267368957633153 0.0019629497601272305 0.0046758480084463372 0.0012312103062868118 0.0038254521682574705 0.0022272858485905545 0.0027867910957866115 0.001786253742466215 0.0028553945051044138 0.004871187422395451 0.0046113911776046726 0.0047538764765704391 0.037158809293373452 0.0039649532784551411 0.0022755409590899944 0.0010483350451977458 0.0020952586128260009 0.004887185240704639 0.0017885614615806844 0.0015778594110997801 0.0012947639244202938 0.001057463414326775 0.0015019812617538255 leaf_count=11 29 3 4 22 7 21 8 25 27 31 9 115 64 24 29 15 25 31 25 324 43 4 4 18 14 6 28 19 34 5 internal_value=2.55007e-11 0.0130244 -0.000250478 -0.00119914 0.00368819 0.00890516 -0.00240004 -0.0143949 -0.0024446 -0.00836088 -0.00115643 -0.000655302 -0.00608494 -0.0161181 -0.0044886 0.00238044 0.00825132 0.000773472 -0.000174329 0.000639369 -0.000476174 -0.0100029 0.00466593 -0.0137025 0.00133843 0.0119255 -0.00633109 -0.000792147 0.000161137 0.000986778 internal_weight=0.113517 0.0021419 0.111375 0.0897562 0.0216185 0.0116815 0.00558707 0.00380779 0.00993705 0.00787001 0.00590706 0.0880952 0.0183524 0.0083985 0.00457304 0.00995387 0.00772658 0.0697429 0.0651315 0.0634046 0.0586507 0.00938409 0.00541913 0.00314359 0.0492666 0.00825361 0.00336642 0.041013 0.0397183 0.0386608 internal_count=1024 14 1010 878 132 58 37 29 74 67 40 856 272 168 53 104 40 584 553 524 499 69 26 22 430 48 34 382 363 329 is_linear=0 shrinkage=0.03 Tree=289 num_leaves=31 num_cat=0 split_feature=17 7 9 19 11 17 16 3 17 15 2 11 14 14 7 10 10 6 19 17 14 19 6 6 6 19 15 11 11 14 split_gain=0.000394156 0.000753229 0.000450892 0.00148962 0.000732265 0.00164608 0.00144117 0.00201801 0.00123297 0.00199147 0.00121652 0.000919878 0.00168044 0.000996137 0.00109583 0.00291767 0.00267273 0.00175661 0.00115907 0.00198857 0.00174405 0.00121789 0.0010485 0.00120847 0.00194602 0.000932174 0.000844161 0.000723445 0.00140721 0.00180439 threshold=3.6511404627855728 0.66666666333333346 0.93160714667755118 61.670252649140131 0.61204350697756149 86.178050906578662 48.601398410256415 0.22120634098646441 93.408692492300403 62.430615041272382 0.49074074074074076 0.5715601859572651 22.474747474747478 28.474903474903478 0.84999997001428584 0.99976530832476895 0.99987012035961731 0.99648019331286752 54.101405921502874 49.999449692238279 51.967592592592602 53.078844494742057 0.99997618788042197 0.9999140555050009 0.99928838555771293 38.80106502149372 49.207942235467677 0.9347840739207719 0.85063441316470112 61.257309941520482 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 3 4 11 6 -6 -8 -7 -10 -11 12 -2 26 18 -16 -17 -18 21 -20 -21 22 23 24 25 -15 -14 28 29 -4 right_child=2 -3 27 -5 5 8 7 -9 9 10 -12 -13 13 14 15 16 17 -19 19 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 leaf_value=-0.005931176030061676 -0.030048498307011607 0.03003817554630522 -0.014231735746074789 -0.030042066606476955 -0.03001941047932935 0.015680358798248393 0.011467224356659969 -0.030024324908704776 -0.030025017832167863 -0.00693915812280193 0.027617351072398152 0.013838967148375353 -0.0054724146456264994 -0.016356904562455789 -0.030049887483854499 0.030039455369186625 0.018486089306387201 -0.03004599529088265 0.024213587492195474 0.014029691950360197 -0.030028967177118483 -0.030033987563037021 -0.030023049735153386 0.028056814474564363 -0.03004445329383101 0.0028677614614555222 0.022346970278521575 -0.0023362868769323791 0.01890107797214621 0.022990312249238944 leaf_weight=0.0010022997416854187 0.0016510145601387185 0.00109792486182414 0.003649720647445065 0.001582064044669095 0.0036552682164483485 0.0037661716951333801 0.0027256352295808028 0.0017211891945407842 0.002068274154169103 0.0023660462284169625 0.0014969264011597261 0.0045128293149900847 0.0014056560203243853 0.0024410735809397002 0.0038006745780876372 0.00215960867353715 0.0010117601832462242 0.0019941732134611811 0.0047192236208957183 0.0017551591154187918 0.0014993864274401858 0.001238506560980567 0.0010076321005954006 0.0014280280220191335 0.001851303479725174 0.032386565189312932 0.0032547422779316548 0.009643473340474884 0.005946583923559956 0.001726631868223194 leaf_count=11 29 3 29 22 115 39 24 29 51 11 3 31 14 29 43 4 4 18 14 6 28 19 34 5 33 262 11 74 21 8 internal_value=2.96362e-11 0.0128724 -0.000249249 -0.00119608 -0.000664913 -0.00608294 -0.0160639 -0.00459251 0.00225604 -0.00626802 0.00645171 0.000750853 -0.000177767 0.000618266 -0.000466681 -0.010099 0.00458036 -0.0137107 0.00132043 0.0117722 -0.00626837 -0.000744835 0.000182563 0.000981265 -7.28719e-05 0.0015203 0.0139562 0.00370215 0.00884495 -0.00227776 internal_weight=0.110566 0.00210022 0.108465 0.0874989 0.0859168 0.0177995 0.00810209 0.00444682 0.00969742 0.00593125 0.00386297 0.0681173 0.0636045 0.0619535 0.0572931 0.00896622 0.00516554 0.00300593 0.0483269 0.00797377 0.00325455 0.0403531 0.0391146 0.038107 0.0366789 0.0348276 0.0046604 0.0209664 0.0113229 0.00537635 internal_count=1024 14 1010 878 856 272 168 53 104 65 14 584 553 524 499 69 26 22 430 48 34 382 363 329 324 291 25 132 58 37 is_linear=0 shrinkage=0.03 Tree=290 num_leaves=31 num_cat=0 split_feature=15 15 6 1 15 15 15 19 19 9 11 15 1 11 14 14 9 6 6 3 14 1 16 7 3 19 19 19 19 1 split_gain=0.000390261 0.0012892 0.00120699 0.00082428 0.000498961 0.00095212 0.00139768 0.000939912 0.00218374 0.000574896 0.00101283 0.00161788 0.00142781 0.00110591 0.00141924 0.00203858 0.000999214 0.00115939 0.00163583 0.000707801 0.000704567 0.00144705 0.00101836 0.000966697 0.00146493 0.00133336 0.00192897 0.00123079 0.00191543 0.00118884 threshold=75.121240477873911 72.247640255897025 0.86302248054119735 0.24038461538461539 66.78753416551335 66.588585611902587 64.375735619023374 55.80269559944859 55.267422088656893 0.93160714667755118 0.93825642195680536 44.171470566912113 0.074175824175824148 0.85063441316470112 61.257309941520482 24.216524216524217 0.57346938817784276 0.9662195125562133 0.92365541942101947 0.40570666712679937 54.235485485485491 0.70714285714285718 66.283524448275884 0.65896712488566533 0.26175930613209147 55.700820383401258 49.772413581917931 49.706521777045147 47.785767843360389 0.11805555555555559 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 4 -2 -4 5 6 9 8 -6 16 13 -12 -13 14 15 -11 20 18 -18 -15 23 -22 -23 25 -25 26 27 28 -1 -28 right_child=2 -3 3 -5 7 -7 -8 -9 -10 10 11 12 -14 19 -16 -17 17 -19 -20 -21 21 22 -24 24 -26 -27 29 -29 -30 -31 leaf_value=0.00067504004220199213 -0.030047630765592692 0.016006682524111384 0.021012939412442037 -0.011233784906186928 -0.030027841657028223 0.026100675041261668 -0.030024386005055907 -0.030049202163449668 0.030034442465405802 0.020313074773438612 0.0090520956359857341 0.0096287360561431914 -0.030039059804110074 3.7377633904387184e-05 0.022769588452475967 -0.030067084936486441 -0.030022641037098733 -0.030021581048107353 0.016191358153265202 0.025771067397029244 -0.030034411597723413 0.00074395204811049474 -0.030045224674351344 -0.014518273951341764 0.01207813781077067 0.018566562796490133 0.0071346616664139132 0.028279724233434569 -0.030029608018826377 -0.030051872249688652 leaf_weight=0.030172337774956759 0.0015523341353400602 0.004539819684396206 0.0012574222728289897 0.0016490248772242921 0.0010493532990949453 0.001248309825314208 0.0013999707380207829 0.0014432799480346148 0.0011330668930895627 0.0011448741825006437 0.0045912465129731572 0.0011956407433899585 0.0025763674461813935 0.0012318097119532467 0.0016743270462029614 0.001961004888471507 0.0011101812567630978 0.0022339690365242859 0.0018184955238211842 0.0043908020579692675 0.0019626805030839032 0.010314432551581376 0.0010668259619706086 0.0021946192271116169 0.012366947202508527 0.0029275495180627322 0.0010106203835675833 0.0013286265093483953 0.0019464880608666127 0.0033010109275437571 leaf_count=299 16 18 5 15 14 3 24 16 3 4 19 9 36 8 8 19 27 50 10 11 38 148 11 27 59 8 8 4 48 59 internal_value=7.22029e-11 0.000374963 -0.00868996 0.00271718 -0.000343346 7.279e-05 -0.000273149 -0.0112663 0.00115524 0.000177029 0.00486521 -0.00290781 -0.0174653 0.0111143 0.000505826 -0.0114962 -0.00101583 -0.0137437 -0.0013271 0.0201333 -5.78501e-05 -0.0062446 -0.00214208 0.00143642 0.00806971 -0.000937609 -0.00244981 -1.5294e-05 -0.00118575 -0.0213356 internal_weight=0.107793 0.103335 0.00445878 0.00290645 0.0987948 0.0951691 0.0939208 0.0036257 0.00218242 0.0925209 0.0187661 0.00836325 0.00377201 0.0104028 0.00478021 0.00310588 0.0737548 0.00516265 0.00292868 0.00562261 0.0685921 0.0133439 0.0113813 0.0552482 0.0145616 0.0406866 0.0377591 0.0334475 0.0321188 0.00431163 internal_count=1024 988 36 20 970 937 934 33 17 910 114 64 45 50 31 23 796 87 37 19 709 197 159 512 86 426 418 351 347 67 is_linear=0 shrinkage=0.03 Tree=291 num_leaves=31 num_cat=0 split_feature=19 19 3 19 19 14 3 17 19 1 1 16 19 1 15 1 10 3 10 15 15 15 17 19 19 19 1 1 15 3 split_gain=0.000395961 0.0023323 0.00154815 0.00131939 0.00179005 0.00114237 0.000970425 0.0019218 0.00311068 0.00133305 0.00273319 0.00173851 0.00114633 0.0010422 0.000927919 0.00104528 0.000864269 0.0017169 0.00110507 0.000787632 0.00122989 0.000876038 0.00128897 0.00104188 0.00243707 0.00171434 0.00139986 0.00190456 0.00128936 0.00107479 threshold=48.400558795493097 51.636264670105319 0.49684701577749713 50.031023377356419 49.706521777045147 63.484848484848492 0.92963742575175978 49.007874055505773 40.885403179019029 0.59166666666666667 0.34523809523809529 33.333333208333336 43.212917129944991 0.39230769230769236 42.039542400439153 0.10263157894736842 0.9999949408586376 0.51146094342529735 0.99998731928945495 39.535646452479597 42.792725961009403 43.244333204858485 99.993506017980877 54.843944828764144 53.078844494742057 55.344439890262414 0.18465909090909091 0.8257575757575758 46.164559784129679 0.92963742575175978 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 -2 4 -4 6 7 8 14 10 -9 12 -11 -8 15 -1 18 -18 19 -3 -21 -22 23 24 26 -25 -23 -28 -27 -30 right_child=1 16 3 -5 -6 -7 13 9 -10 11 -12 -13 -14 -15 -16 -17 17 -19 -20 20 21 22 -24 25 -26 28 27 -29 29 -31 leaf_value=0.0089052463300480292 -0.030019992875976266 0.01747638759756245 -0.018695733437115183 -0.030047162839663095 0.023055157917552076 0.026849501427139995 -0.0040738008433377267 0.0044613420446924729 -0.030037395810107045 0.013186513655790356 -0.030038524914224055 0.023897519907160339 -0.030034164167292227 0.024154082796420909 0.0085144025809445311 -0.030039465292174623 0.003780500297946186 -0.030044422262037716 0.023587969935264925 -0.030046651647340123 0.023042023669047153 0.019819514199889469 -0.030081373579043964 0.021495291478183319 -0.030029361404289065 -0.030067287339868892 -0.03004609324950306 0.01228752086039506 0.0062535304676470845 -0.008520473564756546 leaf_weight=0.0010746771345111483 0.003864023274502415 0.0025243771074201496 0.0016725217628845712 0.0013691979164605073 0.0020657136387853825 0.0016254507809207999 0.0018803479142661663 0.015133076326264927 0.0044953697525897951 0.001145369700225273 0.0023935927097227241 0.0054298806908263941 0.001066600734475287 0.0031477718912356067 0.0052446298456061413 0.0014669138695353467 0.0032394586322652677 0.0023162199764783509 0.0020765376957569961 0.0011743065711016234 0.0015735775805296717 0.002608489487101906 0.0012245607112504322 0.0042978050787496605 0.0029573057790912571 0.0011494488680909845 0.001895144466743659 0.001931024793520919 0.017352051682109959 0.0059517372919799518 leaf_count=6 125 16 28 24 11 9 13 135 90 9 50 17 23 7 42 23 38 38 8 23 6 11 9 19 52 7 27 10 112 36 internal_value=1.17424e-10 -0.00156079 -0.0156922 -0.00485257 0.00437542 0.00216735 0.00122287 -0.000438607 -0.0101672 0.0043087 -0.000250257 0.0147647 -0.00765427 0.0135978 0.00130485 -0.0135722 0.000864594 -0.0103215 0.00219488 0.00119972 0.00022411 0.00109236 0.000215001 0.00118765 -0.00748738 0.00402148 0.0028727 -0.00868079 0.000950351 0.00248028 internal_weight=0.105347 0.0612435 0.00897146 0.00510743 0.00373824 0.0441037 0.0424782 0.0374501 0.0122816 0.0251685 0.0175267 0.00764185 0.00221197 0.00502812 0.00778622 0.00254159 0.052272 0.00555568 0.0467164 0.0446398 0.0421155 0.0409411 0.0393676 0.038143 0.00939196 0.028751 0.00643466 0.00382617 0.0244532 0.0233038 internal_count=1024 600 188 63 39 424 415 395 161 234 185 49 32 20 71 29 412 76 336 328 312 289 283 274 100 174 48 37 155 148 is_linear=0 shrinkage=0.03 Tree=292 num_leaves=31 num_cat=0 split_feature=17 1 1 15 7 11 16 3 1 1 15 15 17 1 1 9 11 10 6 7 6 10 10 6 14 6 15 6 7 19 split_gain=0.000385593 0.000427657 0.00193492 0.000956594 0.00164729 0.00125608 0.000840297 0.000918455 0.00103581 0.000950577 0.000945703 0.00100829 0.000807568 0.000697595 0.00149636 0.00110955 0.00200346 0.000991469 0.00162057 0.00210431 0.00130353 0.00117993 0.00143581 0.00145414 0.00107006 0.00111481 0.00100075 0.00140462 0.00147632 0.00116982 threshold=3.6511404627855728 0.8257575757575758 0.75961538461538469 39.132358133365109 0.30000000075000011 0.31296641791044788 36.165698707280605 0.85447014998304061 0.8377192982456142 0.97368421052631593 46.164559784129679 51.913768473940287 81.905491730850699 0.68990384615384626 0.62828947368421062 0.93160714667755118 0.38403951953696808 0.99991564351682449 0.95372126032243798 0.60303030300000016 0.062932073462562035 0.99998602282094473 0.9999949408586376 0.9999140555050009 54.093035343035346 0.95918964560747844 61.03235434090373 0.66406920932186486 0.1978260859782609 54.023539301333727 decision_type=2 2 2 2 2 2 2 2 2 2 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 12 5 -5 -6 8 -8 -10 -11 -12 -3 14 17 16 -15 18 19 26 -21 -19 -23 -24 25 -20 27 28 -2 -29 right_child=1 3 -4 4 6 -7 7 -9 9 10 11 -13 -14 15 -16 -17 -18 21 24 20 -22 22 23 -25 -26 -27 -28 29 -30 -31 leaf_value=0.013132182590643337 -0.030019439021006285 0.0014615750344892597 -0.030034806028648147 0.0011369086243165835 -0.011393365119914999 -0.030033645504920038 0.029595973617845248 0.019817511760739474 -0.017350687057634481 -0.014656799919696803 0.023820660259738273 -0.0062037522083200642 0.027255699165359523 0.012187714612048274 -0.022300760588814861 0.029079181919358366 -0.030022733403773236 -0.025785751359861234 0.027352297055528892 0.0044856959361892082 -0.030039219447757965 0.022536327288912986 -0.030043732339647512 0.0021602546867439511 0.027308741033039863 0.002813120050933184 0.0082589613674135878 -0.03002655859311127 0.0047873413393591116 0.0076290575478224097 leaf_weight=0.0019735643095373226 0.0012386636317387465 0.0019648455084961816 0.0020629540534855542 0.0022145258469663523 0.0023745364758269707 0.0024515651739420719 0.001135963201704727 0.0040902179007389359 0.0022944561646909278 0.0015515579270868329 0.0027073932569692261 0.0016024697297325474 0.0024601867764886265 0.0040305400578972686 0.0029824066212995595 0.0017514791179564781 0.0013512953179599663 0.0028049495335835672 0.0018047970806946969 0.0013222790348663685 0.003849921801702294 0.0015670899447286502 0.0020392675751281786 0.0033104370126011418 0.0020478831270338551 0.021693934195582187 0.0083440910759691178 0.0028652809514824193 0.0095702300777702476 0.001002226073978818 leaf_count=14 38 23 50 25 26 58 3 15 26 13 9 17 10 23 52 5 39 55 4 10 55 6 40 30 7 174 52 63 75 7 internal_value=-3.03327e-11 -0.000257915 -0.00137963 0.00315672 0.000416767 -0.0152401 0.00505333 0.00797166 0.00275718 -0.000980973 0.00542696 0.0126571 0.0158023 -0.000576189 -0.00153332 0.00833905 0.00158933 -0.000557339 0.00103756 -0.00392159 -0.0212129 -0.00937353 -0.00271793 -0.0101157 0.00651038 0.00469783 -3.66191e-05 -0.00475297 0.000798599 -0.0202685 internal_weight=0.102461 0.100487 0.0756397 0.0248477 0.0204227 0.00466609 0.0157566 0.0133821 0.00929184 0.00815588 0.00586142 0.00430986 0.00442503 0.0735768 0.0664435 0.00713331 0.00538184 0.0634611 0.0537393 0.0281927 0.0051722 0.00972174 0.00691679 0.0053497 0.0255466 0.0234987 0.0230205 0.0146764 0.0108089 0.00386751 internal_count=1024 1010 785 225 192 83 109 83 68 65 39 26 33 735 668 67 62 616 485 300 65 131 76 70 185 178 235 183 113 70 is_linear=0 shrinkage=0.03 Tree=293 num_leaves=31 num_cat=0 split_feature=19 19 3 19 19 14 3 17 19 1 1 16 1 15 11 10 3 10 11 7 6 11 16 19 6 15 6 11 11 17 split_gain=0.000384801 0.00215687 0.00145821 0.00122755 0.00165684 0.00106337 0.000863266 0.00172899 0.00297329 0.00118689 0.00254147 0.00160493 0.000970641 0.000907711 0.00101246 0.000762408 0.00159272 0.000985409 0.00112042 0.00145785 0.0016563 0.00124107 0.00117461 0.00149353 0.00144555 0.0011025 0.00175063 0.00108595 0.000963088 0.000837249 threshold=48.400558795493097 51.636264670105319 0.49684701577749713 50.031023377356419 49.706521777045147 63.484848484848492 0.92963742575175978 49.007874055505773 40.885403179019029 0.59166666666666667 0.34523809523809529 33.333333208333336 0.39230769230769236 42.039542400439153 0.5996202143961159 0.9999949408586376 0.51146094342529735 0.99998731928945495 0.23264735320436811 0.85714286928571448 0.99999725812554507 0.7955521877015338 62.896825750000012 56.992129644156272 0.86558432566618082 62.496766859970684 0.50022168269609191 0.37444525125657907 0.61204350697756149 45.241783603344352 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=5 2 -2 4 -4 6 7 8 13 10 -9 -11 -8 14 -1 17 -17 18 19 29 -21 22 24 -24 27 -23 -27 -20 -25 -3 right_child=1 15 3 -5 -6 -7 12 9 -10 11 -12 -13 -14 -15 -16 16 -18 -19 21 20 -22 25 23 28 -26 26 -28 -29 -30 -31 leaf_value=-0.030043693599129864 -0.030018738609448727 0.00038944224942404922 -0.018488869700530066 -0.030044095652130138 0.022723815342670439 0.026665632235904593 -0.0040621983916774582 0.0044285062230279134 -0.030035089290695385 -0.0077339921257402215 -0.030035833356978386 0.023521945302387541 0.023707485010627981 0.0088626636545493086 0.0094357051631340227 0.0036318669980705261 -0.030040509853938482 0.023032547771425989 0.011162898607051707 -0.030053318518704939 0.020143779081756474 0.0065199391606413967 -0.030031735328670768 0.021800110250509618 -0.030021361096847127 0.016145275357991481 -0.030047718282400424 -0.018129863125464728 -0.0061596042766825084 0.024056493375611658 leaf_weight=0.0014011808311806817 0.0036120869372666675 0.0018533059583205613 0.0015906558160168061 0.0012766154424070919 0.0019593784859353036 0.0015389286440949937 0.0018242313963128245 0.014600328224673831 0.0041973027473432012 0.0020828287551921667 0.002218275529685342 0.0050961272495442245 0.0029888216413382906 0.0049961256727328873 0.0010031987258116715 0.0031192494104743665 0.0021258959351371232 0.0019319661914778399 0.0021295946385180287 0.001442162632883992 0.0010030663397628814 0.016453527895151865 0.0010472741646481163 0.002568239280662965 0.0035454641906653706 0.0011770911296480327 0.0019811849088000599 0.0024487541086273268 0.0019511221917127841 0.0049074959752033465 leaf_count=23 125 10 28 24 11 9 13 135 90 32 50 17 7 42 6 38 38 8 10 13 3 99 16 8 76 5 31 28 13 16 internal_value=-5.94555e-11 -0.00158037 -0.015603 -0.00481486 0.00425774 0.00218983 0.00125768 -0.000354709 -0.0098655 0.00424177 -0.000117139 0.0144537 0.0131823 0.00157398 -0.0135714 0.000801289 -0.0100158 0.002078 0.00112563 0.0103891 -0.00946178 -0.00143516 -0.00836674 0.00224881 -0.0156408 0.00340358 -0.0128316 -0.00450449 0.0097292 0.0175688 internal_weight=0.100071 0.0581241 0.00843874 0.00482665 0.00355003 0.0419473 0.0404084 0.0355954 0.0115978 0.0239976 0.0168186 0.00717896 0.00481305 0.00740051 0.00240438 0.0496854 0.00524515 0.0444402 0.0425083 0.00920603 0.00244523 0.0333023 0.0136904 0.00556664 0.00812381 0.0196118 0.00315828 0.00457835 0.00451936 0.0067608 internal_count=1024 600 188 63 39 424 415 395 161 234 185 49 20 71 29 412 76 336 328 42 16 286 151 37 114 135 36 38 21 26 is_linear=0 shrinkage=0.03 Tree=294 num_leaves=31 num_cat=0 split_feature=17 9 19 1 15 15 1 15 19 19 11 11 11 11 15 15 11 15 2 11 14 14 7 10 10 14 19 17 1 15 split_gain=0.000384481 0.000381563 0.00124239 0.000763418 0.00172269 0.00144235 0.00084334 0.00106718 0.00211148 0.000819266 0.000738244 0.000725819 0.000652015 0.00138137 0.00105054 0.00161676 0.00102886 0.00183693 0.00131732 0.000791047 0.00149222 0.00088281 0.000928412 0.00248832 0.00229267 0.00114986 0.000983363 0.00178612 0.00165047 0.00105341 threshold=3.6511404627855728 0.93160714667755118 61.670252649140131 0.68990384615384626 62.339596078328476 43.762300029104495 0.73508771929824579 40.414124592518313 62.146108536096008 57.87683031874392 0.94819136767473278 0.9412468062937388 0.61204350697756149 0.78028244585457607 51.441049470813759 37.454455352083833 0.82588866348530665 62.430615041272382 0.49074074074074076 0.5715601859572651 22.474747474747478 28.474903474903478 0.84999997001428584 0.99976530832476895 0.99987012035961731 42.264957264957268 54.101405921502874 49.999449692238279 0.5590277777777779 43.762300029104495 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 12 4 5 -3 -5 -8 -9 11 -10 -7 19 -14 15 -15 -16 -18 -19 20 -2 -22 26 -24 -25 -26 29 -28 -29 -23 right_child=1 3 -4 6 -6 9 7 8 10 -11 -12 -13 13 14 16 -17 17 18 -20 -21 21 22 23 24 25 -27 27 28 -30 -31 leaf_value=0.013401155322686967 -0.030042163057053834 -0.030034480964685053 -0.030036160089064751 0.030028754697116151 -0.03003629950253927 0.020614958459338348 0.027194533634810343 -0.030042628919378239 0.022215597882195924 -0.0087550555333960212 -0.006761881927527854 -0.002993033579377107 -0.019160208505551553 0.016385418350318363 0.024316585972160257 -0.030014116238715988 -0.030032775290607803 -0.0070216486000661792 0.026757778196850986 0.013619314641812673 0.013765854261116735 0.0063902302336308094 -0.030044590293976367 0.030034818969450903 0.01082570659997251 -0.030040686021132097 0.024264297938944121 0.01573438788392462 -0.030025902731155418 -0.0044811378473004534 leaf_weight=0.0018893961296271291 0.001467417605681475 0.0010183006515944726 0.0013211387845331038 0.0015927569183986634 0.0016391235849368977 0.004027193559522857 0.0015824189231352648 0.0015596869409364444 0.0022424825583584607 0.0019588756995290169 0.0012226922317495337 0.0016532170111531741 0.0049957673287508433 0.0010039253193099285 0.0020144769841863308 0.0020682948033936555 0.0014291444081209193 0.0021384175342973322 0.0020210296570439823 0.0040008677888181401 0.0042369500979475552 0.012177334815532959 0.0032474593497227025 0.001848214800702408 0.0010313951406715205 0.0015522475214311271 0.0040914027820235779 0.001446483420295408 0.0013920437868364388 0.023506775920850487 leaf_count=14 29 17 22 4 20 16 4 20 6 15 10 20 139 7 8 79 21 12 6 31 25 115 43 4 5 17 14 5 29 267 internal_value=-7.14505e-11 -0.000265167 -0.00119469 0.00360387 -0.00183506 0.00350422 0.0104335 0.00570983 -0.00105609 0.00797486 0.0119908 0.0137441 -0.000691136 -0.00614006 -4.69521e-05 -0.0148519 0.00593538 -0.000690357 0.0093914 0.00073207 -0.000188685 0.000614676 -0.000493241 -0.010095 0.00452311 -0.0137267 0.00123706 0.0115784 -0.00670694 -0.000771243 internal_weight=0.0973769 0.0954875 0.0769908 0.0184967 0.0102967 0.00865759 0.00820004 0.00660728 0.00502486 0.00763929 0.00346517 0.00568041 0.0756696 0.0156711 0.0106753 0.00307222 0.00760307 0.00558859 0.00415945 0.0599986 0.0559977 0.0545303 0.0502934 0.00767932 0.00443186 0.00258364 0.042614 0.00692993 0.00283853 0.0356841 internal_count=1024 1010 878 132 88 68 44 40 36 51 16 36 856 272 133 86 47 39 18 584 553 524 499 69 26 22 430 48 34 382 is_linear=0 shrinkage=0.03 Tree=295 num_leaves=31 num_cat=0 split_feature=17 9 11 3 14 2 14 1 3 17 11 14 14 7 10 10 14 6 3 7 11 17 3 14 14 14 14 11 17 16 split_gain=0.000357188 0.000363202 0.000924256 0.00144645 0.00131302 0.00088087 0.0015621 0.000830043 0.000914026 0.000800913 0.000714869 0.00142367 0.000832706 0.000906457 0.00235695 0.00219093 0.00109758 0.000782552 0.00286148 0.000888617 0.000914208 0.000890352 0.000837468 0.00187125 0.00163356 0.000893074 0.00172497 0.0015695 0.000809067 0.00240654 threshold=3.6511404627855728 0.93160714667755118 0.61204350697756149 0.13407624546342944 33.888888888888893 0.49074074074074076 43.756496881496894 0.17424242424242423 0.075354875333753304 87.54349360173471 0.59356130317165301 22.474747474747478 28.474903474903478 0.84999997001428584 0.99976530832476895 0.99987012035961731 42.264957264957268 0.99928838555771293 0.2514559456132896 0.57029200624320409 0.28765439064893567 27.557399545180974 0.19822857849826692 42.628342628342629 36.851851851851862 36.851851851851862 43.899521531100483 0.35805860966731079 51.632998619356549 43.172043131720436 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 2 10 5 9 6 -4 -7 -9 -5 11 -2 -13 17 -15 -16 -17 19 -19 21 28 -14 23 24 -23 27 -27 -24 29 -21 right_child=1 -3 3 4 -6 7 -8 8 -10 -11 -12 12 13 14 15 16 -18 18 -20 20 -22 22 25 -25 -26 26 -28 -29 -30 -31 leaf_value=0.013011118464724251 -0.030040721811573121 0.0035754139743170528 -0.030048297163891222 -0.014029437734419316 -0.025226659265425628 0.024838692479351658 0.0097748627339811281 -0.016698497513920968 0.018047466946329218 0.019834840455541101 0.014740572433404394 0.013465245369225158 -0.017390324748457815 -0.030042837688197582 0.030032972788047722 0.010453925551848516 -0.030039066381175084 0.015880179264021133 -0.030032969332635322 -0.030051245832576717 -0.0064451500690702141 -0.017392954242628249 -0.011616466252261811 -0.030028106302858352 0.016039481200786118 -0.022394311686268192 0.0063764800736084469 0.025383400247954005 0.025620409202398588 0.018120690184945793 leaf_weight=0.0018616938295963328 0.0014035246099410861 0.017936288618329854 0.0017637339733482804 0.0014195913463481702 0.0053199014466258632 0.0019351040004949027 0.0017823627720190416 0.0014905769932056501 0.0012551490938790266 0.0011280064070433582 0.003035560170246753 0.0041570668081476461 0.0024952706883141209 0.0031171555901892125 0.0017513516650069505 0.0010095242068928201 0.0014940235851099715 0.0021642319579768801 0.0028051652967633345 0.0012172147789897281 0.0024430574728739893 0.0021954883422949925 0.0014112797834968651 0.0022174299465405056 0.0032811185647005914 0.0023556041101073797 0.0092023623533350474 0.0038375496487788041 0.0034437907743267715 0.0040023073327120073 leaf_count=14 29 132 31 30 131 8 15 49 15 10 18 25 53 44 4 5 17 27 72 10 28 24 12 54 19 30 77 14 9 18 internal_value=2.11249e-11 -0.000260261 -0.00117592 -0.00754877 -0.0167455 0.00124621 -0.0100321 0.00979043 -0.000815134 0.000964736 0.000561326 -0.000207218 0.000559655 -0.00050389 -0.0102245 0.00429451 -0.0137108 0.00115986 -0.0100372 0.00262021 0.00976297 -0.000318374 0.00142031 -0.00677717 0.00263693 0.00517306 0.000512767 0.0154351 0.0143337 0.00688679 internal_weight=0.0949325 0.0930708 0.0751345 0.0160944 0.0078675 0.00822693 0.0035461 0.00468083 0.00274573 0.0025476 0.0590401 0.0560045 0.054601 0.0504439 0.00737206 0.0042549 0.00250355 0.0430719 0.0049694 0.0381025 0.0111064 0.0269961 0.0245008 0.00769404 0.00547661 0.0168068 0.011558 0.00524883 0.00866331 0.00521952 internal_count=1024 1010 878 289 171 118 46 72 64 40 589 571 542 517 70 26 22 447 99 348 65 283 230 97 43 133 107 26 37 28 is_linear=0 shrinkage=0.03 Tree=296 num_leaves=31 num_cat=0 split_feature=19 16 19 19 10 19 14 10 10 19 19 19 1 19 11 11 16 19 19 1 16 15 19 7 14 17 10 3 10 11 split_gain=0.000365839 0.000760522 0.0005476 0.000811942 0.000770754 0.00070729 0.000510027 0.000638616 0.000622784 0.000845159 0.000510084 0.00231935 0.0012154 0.00133278 0.00128151 0.00259303 0.00122964 0.00110254 0.00220681 0.000980535 0.000985541 0.000945636 0.000840194 0.000905567 0.00107576 0.000801675 0.000719189 0.00144197 0.000860519 0.00092257 threshold=35.198197531872673 38.88888870833334 38.80106502149372 40.119323944489764 0.1698657702988309 39.703858782147428 23.571428571428573 0.87501537362791504 1.0000000180025095e-35 48.195990100219682 48.195990100219682 51.636264670105319 0.5590277777777779 46.467503095184107 0.40121919739351658 0.12159573500533551 32.151675802657756 49.772413581917931 49.610940926581463 0.31009615384615391 36.61712365540496 48.187726421128595 42.372925393540044 0.23166369002891379 37.828282828282831 78.38605981861933 0.9999949408586376 0.51146094342529735 0.99998731928945495 0.23264735320436811 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 5 -2 -4 7 -5 9 -8 12 17 14 16 15 19 -14 18 -12 20 -10 -15 -16 25 -25 -24 28 -28 29 -13 right_child=2 -3 3 6 -6 -7 8 -9 10 -11 11 26 13 21 22 -17 -18 -19 -20 -21 -22 -23 23 24 -26 -27 27 -29 -30 -31 leaf_value=-0.0054560654818034543 -0.030039715408938669 0.026417416414529798 -0.0055684001168313322 0.0026774704508204512 0.00034354071369268127 0.023432277683025325 -0.030030739506698094 -0.030027508783220584 0.0049153037157968465 0.00054219125141445124 -0.030015540117637074 0.010321789913113758 -0.018292967656874919 -0.0043167161597767257 0.024826245452464792 -0.030041362622977352 0.012663141954912298 -0.030026367823738437 0.018696874697453406 0.018027406884470541 -0.030057947390951228 0.027945814461927388 -0.030023586026619194 -0.010821964892602193 0.024959471230125398 0.0065645767412142505 0.0036892907777743809 -0.030036828320235017 0.022795544523758027 -0.00096042874577386176 leaf_weight=0.0013139655038685296 0.0013240537828096413 0.0013827698494424112 0.0011066849583585272 0.0010016964297392397 0.001737511076271403 0.0023944959066284355 0.0014482505008572835 0.0011591647016757634 0.0020586577752510493 0.0018575425988274219 0.0016728200180864397 0.0083661140711228654 0.0019123954446058633 0.0010010864048126678 0.0019518667852480567 0.0033013569210424976 0.0029154297735658474 0.0033273733866963084 0.0016752024846482527 0.0023908649573058938 0.0011195490806130692 0.0044623668941312644 0.0011683520356200461 0.0011923786250918056 0.002067306952085346 0.0010004957196088071 0.0028374660892040984 0.0019082630964817326 0.0017925742013176196 0.029610286359840643 leaf_count=21 20 4 12 9 23 12 45 36 15 20 62 42 43 11 11 51 15 97 9 13 8 13 27 19 11 22 37 38 8 270 internal_value=-9.59826e-11 0.0108873 -0.00032709 0.000113231 -0.0127965 0.0142655 -0.000482325 -0.0148667 -9.87691e-05 -0.0128516 0.000443585 -0.00130633 0.00381853 0.0118856 -0.00129017 -0.0089746 0.000400825 -0.0177965 -0.005642 0.00351381 -0.00740431 0.0220342 0.00794567 0.00187615 0.0118708 -0.0131454 0.00116652 -0.00987202 0.00248378 0.00152502 internal_weight=0.0924583 0.00269674 0.0897616 0.0867 0.00306156 0.00350118 0.0831989 0.00216086 0.081038 0.00330579 0.0777322 0.0511901 0.0265421 0.0102913 0.0162508 0.00887043 0.00482783 0.0066754 0.00334802 0.00556907 0.00317821 0.00546345 0.0073804 0.00542853 0.00325969 0.00216885 0.0445147 0.00474573 0.039769 0.0379764 internal_count=1024 25 999 956 43 24 932 45 887 65 822 563 259 82 177 87 58 168 71 36 23 24 90 79 30 49 395 75 320 312 is_linear=0 shrinkage=0.03 Tree=297 num_leaves=31 num_cat=0 split_feature=19 16 19 19 10 19 14 10 10 16 9 19 15 14 17 6 17 17 17 1 7 7 19 6 19 17 1 3 6 10 split_gain=0.000339226 0.000729594 0.000506708 0.000770903 0.000742484 0.000689147 0.000480386 0.000594605 0.000571251 0.000837718 0.000470075 0.00115317 0.000751092 0.0013385 0.000750928 0.000759583 0.00179872 0.000648077 0.00115008 0.000964377 0.00140568 0.00154684 0.00148495 0.0010089 0.00282641 0.000638106 0.00108539 0.000611099 0.00145631 0.00193213 threshold=35.198197531872673 38.88888870833334 38.80106502149372 40.119323944489764 0.1698657702988309 39.703858782147428 23.571428571428573 0.93621506393444798 1.0000000180025095e-35 57.597402400000014 0.97368421000000016 61.670252649140131 62.339596078328476 56.808236808236813 99.995893107219175 0.99648019331286752 90.107381584354172 72.668319985788443 75.251664140038443 1.0000000180025095e-35 0.23166369002891379 0.33333332694444451 55.700820383401258 0.96220406949443316 56.165257968050412 85.273159092093152 0.24038461538461539 0.15692685995915734 0.47578412449695873 0.9999949408586376 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=1 -1 4 5 -2 -4 7 -5 9 -8 11 17 14 -14 15 16 25 27 -19 -20 -21 -22 -23 -24 -25 26 -12 28 -10 -30 right_child=2 -3 3 6 -6 -7 8 -9 10 -11 12 -13 13 -15 -16 -17 -18 18 19 20 21 22 23 24 -26 -27 -28 -29 29 -31 leaf_value=-0.0054073857033490715 -0.03003741028919624 0.026209934545938687 -0.005623955044226572 0.0019535873034603941 0.00036822519540700977 0.023254929943235053 -0.03002969403170062 -0.030026795570509315 0.014240411830739279 0.00088225518392490447 0.024350853091037999 -0.030032209204214726 -0.030034694506236182 0.013350452882953914 -0.0141606804237971 0.019953956368347691 -0.017013307390498576 -0.030019247479204612 0.018064116371926332 -0.030010869126292732 0.022622027117087162 -0.030037326815307692 0.014384261628297489 0.024992928687382145 -0.03003231895480413 0.026611651248303309 -0.017874472154314532 0.0030424533429814389 -0.030030399310494359 0.016399550851608786 leaf_weight=0.0012957413002823151 0.0012545693186893905 0.001332208383246325 0.0010916226165136314 0.0010075462801069071 0.0017052838402378256 0.0023333155718319176 0.0013907341485150928 0.0010885569532774753 0.0019269340509708846 0.0018236472051285091 0.0011303130122541916 0.0011875363957187792 0.0013620342942886063 0.0012072878726030467 0.0012265295463294032 0.0046036701151024317 0.0023568588458147133 0.0015488742794786967 0.001748374138969667 0.0018267948525192432 0.0019455823539829007 0.0019431339759989896 0.0025742537263795384 0.0013153148029232398 0.0023255838630120707 0.0022543707309523597 0.0010632412636368826 0.038452840366858254 0.0029677599851538616 0.0011077278500124521 leaf_count=21 20 4 12 11 23 12 46 34 21 19 4 22 18 5 14 21 18 44 12 101 13 46 15 3 34 5 18 327 73 8 internal_value=-9.69061e-11 0.0106206 -0.000317995 0.000107835 -0.0125196 0.0140504 -0.00047891 -0.0146546 -0.00010416 -0.0124921 0.000419266 -0.000759324 0.00513777 -0.00964863 0.00814459 0.0105426 0.00417556 -0.000176872 -0.00551821 -0.00274396 -0.00579327 -0.0014147 -0.00714696 9.59459e-06 -0.0101538 0.0154031 0.00388375 0.00165277 -0.00724981 -0.0174106 internal_weight=0.0903982 0.00262795 0.0877703 0.0848104 0.00295985 0.00342494 0.0813855 0.0020961 0.0792894 0.00321438 0.076075 0.0608707 0.0152043 0.00256932 0.012635 0.0114085 0.00680478 0.0596832 0.0152279 0.013679 0.0119307 0.0101039 0.00815829 0.00621515 0.0036409 0.00444793 0.00219355 0.0444553 0.00600242 0.00407549 internal_count=1024 25 999 956 43 24 932 45 887 65 822 719 103 23 80 66 45 697 268 224 212 111 98 52 37 27 22 429 102 81 is_linear=0 shrinkage=0.03 Tree=298 num_leaves=31 num_cat=0 split_feature=17 14 7 14 3 3 19 17 6 17 14 15 17 14 6 7 3 3 17 1 7 17 14 1 1 14 1 1 10 17 split_gain=0.000337232 0.000381143 0.00158095 0.000903459 0.000851765 0.00123756 0.000864983 0.00181033 0.001061 0.000830142 0.00206051 0.00103675 0.00103949 0.001292 0.00108911 0.00236059 0.00115064 0.000894646 0.0015208 0.000857469 0.000711191 0.00134882 0.00149274 0.0012532 0.00110923 0.00214894 0.000867197 0.0015538 0.0010119 0.00130252 threshold=3.6511404627855728 60.858585858585869 0.15192307962500004 57.359307359307373 0.093961866410014236 0.23756813852572153 63.882424053905332 49.763219951123993 0.59287391644726839 48.719291135760791 37.339743589743598 33.702403105948484 49.763219951123993 22.474747474747478 0.90314020540061968 0.46966911707031261 0.34314317800296129 0.99862335826171078 30.732596402040773 0.68990384615384626 0.57029200624320409 70.782083693553005 34.731934731934736 0.85164835164835184 0.43303571428571436 30.947430947430949 0.8257575757575758 0.60769230769230786 0.99989489001725984 52.478814359409967 decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 left_child=-1 3 -3 9 -4 -6 7 8 -7 10 17 -11 -13 -14 15 16 -15 18 -2 -12 23 24 -23 26 25 -22 27 28 -16 -30 right_child=1 2 4 -5 5 6 -8 -9 -10 11 19 12 13 14 20 -17 -18 -19 -20 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31 leaf_value=0.013102434536290421 0.010804596643502879 -0.030022960072950324 -0.015790567381590282 -0.019902804348467015 0.023089285211229146 -0.0082752810350464126 0.02085933927198361 -0.018375428965189185 0.027373071502414893 0.029303865849526791 -0.030027191518402885 0.01667584891014956 -0.030024752640886537 -0.015965531421827932 0.0057118193657171596 -0.030032961624498825 0.010882623154868463 0.024234086814552205 -0.018032126086451102 -0.0052879001927549534 0.020960031609718724 0.019375926036509276 -0.016330778705767404 -0.0213307512673028 0.0206747923716364 -0.03003823098454057 0.022007060850884577 -0.030015544808085815 0.019691371925099784 -0.017978641584614083 leaf_weight=0.0017332732077193205 0.0036707946183014428 0.0011257597464435784 0.0013339510287551102 0.0022427872096386628 0.0040222381571766172 0.0012240177929925267 0.0018465596622263547 0.0032006543618763317 0.0019461324700387195 0.0011451771815700331 0.0035819004008317288 0.0033430482581024981 0.0013077291380341185 0.002193993090713775 0.015533802400796048 0.0031835624761242798 0.0041620162983235787 0.0014031319915375207 0.002983981485044751 0.0019459316845313879 0.0017160817806143314 0.0015276201365850292 0.0033966902890369965 0.0023991765767732423 0.0068287887697806582 0.0013122764185027336 0.0017092092593884436 0.0014658424270237438 0.001051181690854718 0.0038582040681376384 leaf_count=14 23 54 29 52 18 15 10 43 7 4 93 13 46 46 137 58 26 6 29 27 4 10 48 27 24 16 5 48 5 87 internal_value=-1.82003e-10 -0.000262053 0.00414001 -0.00116123 0.00697341 0.00945437 0.00278035 -0.00245979 0.013609 -0.000558341 -0.00721247 0.0010521 0.000463746 -0.000585661 0.000179129 -0.00894657 0.00161507 0.00246436 -0.0021257 -0.0213184 0.00231289 0.00756779 -0.00525384 -0.000672604 0.0139731 -0.00113901 0.00142588 -0.000179736 0.00195959 -0.00991286 internal_weight=0.0883955 0.0866622 0.0146993 0.0719629 0.0135736 0.0122396 0.00821736 0.0063708 0.00317015 0.0697201 0.0135857 0.0561344 0.0549892 0.0516462 0.0503384 0.00953957 0.00635601 0.00805791 0.00665478 0.00552783 0.0407989 0.0147815 0.00492431 0.0260174 0.00985715 0.00302836 0.0236182 0.021909 0.0204432 0.00490939 internal_count=1024 1010 176 834 122 93 75 65 22 782 178 604 600 587 541 130 72 58 52 120 411 102 58 309 44 20 282 277 229 92 is_linear=0 shrinkage=0.03 Tree=299 num_leaves=31 num_cat=1 split_feature=15 15 6 1 15 11 19 20 14 19 16 16 6 16 3 1 11 1 11 19 16 3 3 15 1 7 10 6 6 14 split_gain=0.000331727 0.00104096 0.000961584 0.000678332 0.000402045 0.00094307 0.000692166 0.000456324 0.00086896 0.00170626 0.000447636 0.00153853 0.00163637 0.000953919 0.000901859 0.00294437 0.000943376 0.00139493 0.00081885 0.000895527 0.00107949 0.00093212 0.00117372 0.0007954 0.000755855 0.000722382 0.000624047 0.00092759 0.0016242 0.00125185 threshold=75.121240477873911 72.247640255897025 0.86302248054119735 0.24038461538461539 64.375735619023374 0.55525857029752357 55.267422088656893 0 51.967592592592602 55.700820383401258 47.350607053921571 41.666666729166671 0.99867110564283157 48.819444343518519 0.25360777348336344 0.8377192982456142 0.93825642195680536 0.43303571428571436 0.7955521877015338 48.195990100219682 55.514211976670886 0.51146094342529735 0.85447014998304061 40.414124592518313 0.85164835164835184 0.66666666333333346 0.1698657702988309 0.66406920932186486 0.90314020540061968 33.02469135802469 decision_type=2 2 2 2 2 2 2 9 2 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 7 6 -6 10 9 -9 11 25 -13 -12 15 -15 18 -18 19 -16 -21 -22 -23 -17 -24 26 -1 -28 -29 -30 right_child=2 -3 3 -5 5 -7 -8 8 -10 -11 13 12 -14 14 16 23 17 -19 -20 20 21 22 24 -25 -26 -27 27 28 29 -31 leaf_value=-0.015560608603980317 -0.030040296547451377 0.015968265697409483 0.020848924127036213 -0.011792381835069726 -0.014357523250735808 -0.030022687073172707 0.012105198760375553 -0.030052646263893638 -0.030023310575317722 0.019170044418816527 0.019049913875853836 -0.03003935785662748 0.0076242076902671872 -0.025113696332613282 0.014545266809338979 0.023201984911907298 0.0065888122413843122 -0.030031956880043197 0.016488625052899959 -0.021821363440092448 0.014444835833384384 -0.030035237096754458 -0.0053984034748664426 -0.0030660853159139535 0.025390449581710339 0.020119817361283234 0.011190684231337768 -0.030026568534083201 -0.030028794692726127 0.0026301639097855959 leaf_weight=0.0022154939817369259 0.0012599715987562368 0.0036871544380119295 0.0010190747525484767 0.0013090060247122892 0.0017070465728465925 0.0013482729377756186 0.0018576232505438384 0.0010366844014697554 0.0012806041638100396 0.0016309197635564487 0.003088151323481724 0.0031508241311257726 0.0015483944271181826 0.0040734837907621113 0.0044397062465577628 0.0021912450883974088 0.0021687523376385789 0.0016471168250973278 0.0058799916985208247 0.0019261962784185025 0.0036709447309704046 0.0012956721384398406 0.0025247635785490274 0.0019703265570569783 0.0010025856390711851 0.0016541168770345385 0.0061444940495221081 0.0017188716630585068 0.0011289020901585891 0.016425770082548752 leaf_count=61 16 18 5 15 22 30 8 15 47 6 19 55 22 81 29 9 23 25 29 34 28 18 15 16 4 7 64 45 40 218 internal_value=-2.22675e-10 0.000388763 -0.00892953 0.00249575 -0.000340898 -0.00865079 -0.000567251 0.000212195 -0.0097103 4.11211e-05 0.000772928 -0.00169434 -0.0176292 0.00311008 0.00160891 -0.00698237 0.0044901 -0.00921851 0.00701231 0.00326256 -0.00154464 0.00305355 -0.00561669 0.0107652 0.00335277 0.00086242 -0.000290309 0.00104069 -0.00219518 0.000529939 internal_weight=0.0860022 0.0824141 0.00358805 0.00232808 0.078727 0.00491294 0.00356467 0.073814 0.00394821 0.0026676 0.0698658 0.0339869 0.00469922 0.0358789 0.0327908 0.00823506 0.0245557 0.00381587 0.0207399 0.0148599 0.0104202 0.00849397 0.00482302 0.00416157 0.00352735 0.0292876 0.0276335 0.025418 0.0192735 0.0175547 internal_count=1024 988 36 20 970 60 30 910 68 21 842 512 77 330 311 106 205 48 157 128 99 65 37 25 19 435 428 367 303 258 cat_boundaries=0 1 cat_threshold=1 is_linear=0 shrinkage=0.03 end of trees feature_importances: expert_prior_score=1170 form_class_score=966 sectionals_score=856 speed_map_score=845 rel_api_index=795 rel_sectional_vs_class_avg=787 rel_barrier=779 rel_margin_beaten_last_start=729 rel_track_condition_win_pct=624 rel_last_600m_rank=587 track_env_score=553 rel_distance_mastery_pct=216 rel_early_speed_rating=60 projected_settling_position=17 rel_days_since_last_run=16 parameters: [boosting: gbdt] [objective: lambdarank] [metric: ndcg] [tree_learner: serial] [device_type: cpu] [data_sample_strategy: bagging] [data: ] [valid: ] [num_iterations: 300] [learning_rate: 0.03] [num_leaves: 31] [num_threads: 2] [seed: 42] [deterministic: 0] [force_col_wise: 0] [force_row_wise: 0] [histogram_pool_size: -1] [max_depth: -1] [min_data_in_leaf: 5] [min_sum_hessian_in_leaf: 0.001] [bagging_fraction: 0.9] [pos_bagging_fraction: 1] [neg_bagging_fraction: 1] [bagging_freq: 0] [bagging_seed: 400] [bagging_by_query: 0] [feature_fraction: 0.9] [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: 20] [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: 1,3] [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_device_id_list: ] [gpu_use_dp: 0] [num_gpu: 1] end of parameters pandas_categorical:[["B", "L", "M", "O"]]