Upload hf_trifecta_ranker_model.txt with huggingface_hub

hf_trifecta_ranker_model.txt

@@ -0,0 +1,964 @@
+tree
+version=v4
+num_class=1
+num_tree_per_iteration=1
+label_index=0
+max_feature_idx=8
+objective=lambdarank
+feature_names=distance barrier weight jockey_win_rate trainer_win_rate days_since_last_run career_win_rate recent_form_score condition_encoded
+feature_infos=[900:2200] [1:20] [54:66] none none none [0:1] [0.20000000000000001:1] [0:7]
+tree_sizes=1700 1688 1693 1694 1702 1689 1699 1699 1690 1692 1695 1697 1706 1692 1692 1691 1687 1708 1688 1707 1697 1708 1702 1699 1719 1703 1699 1708 1706 1705 1695 1708 1706 1701 1709 1703 1705 1703 1704 1702 1710 1717 1711
+
+Tree=0
+num_leaves=15
+num_cat=0
+split_feature=2 2 7 6 2 0 8 6 2 6 8 6 8 8
+split_gain=65.7919 7.78658 3.43236 3.31364 6.44609 2.791 1.9584 1.95175 1.8957 1.72817 1.63736 3.5656 0.902268 0.660097
+threshold=57.750000000000007 59.750000000000007 0.33500000000000002 0.072000000000000008 58.250000000000007 1205.0000000000002 3.5000000000000004 0.092000000000000012 56.750000000000007 0.24250000000000002 5.5000000000000009 0.072000000000000008 1.0000000180025095e-35 1.0000000180025095e-35
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=8 2 6 13 -5 7 -2 -6 -1 -9 11 12 -10 -4
+right_child=1 -3 3 4 5 -7 -8 9 10 -11 -12 -13 -14 -15
+leaf_value=-0.056974280871614699 0.03711909981086902 0.055296153346583353 0.058429237388514077 -0.059999999999999949 0.057399200703156072 0.037583313268893352 -0.056304720283142692 -0.043278725138971318 0.057142938354764368 0.031963576862655017 -0.059999999999999956 -0.050691564646072246 0.0013282328748000815 0.032343437633830033
+leaf_weight=10.363205210072918 0.26940869912505394 8.0842301878146809 1.0032865349203328 1.0893921251408754 0.32188257202506054 3.1523923019412905 0.80641286727041006 1.0859494442120192 0.37286759167909556 0.36776887951418746 1.3390179295092819 1.4955303836613891 0.86621928215026855 6.725968649610877
+leaf_count=238 3 43 7 25 2 29 16 18 3 7 30 34 14 68
+internal_value=9.02404e-11 0.0316122 0.0186949 0.0227334 0.00604022 0.0206392 -0.0329094 -0.00944328 -0.0501585 -0.0242436 -0.0328195 -0.0195104 0.0181241 0.0357295
+internal_weight=37.3435 22.9067 14.8225 13.7466 6.01739 4.92799 1.07582 1.7756 14.4368 1.45372 4.07364 2.73462 1.23909 7.72926
+internal_count=537 218 175 156 81 56 19 27 319 25 81 51 17 75
+is_linear=0
+shrinkage=0.03
+
+
+Tree=1
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 6 7 2 0 0 8 6 0 7 8 7
+split_gain=75.9422 25.1181 6.96414 5.96491 9.95546 9.81456 8.60671 8.39472 5.39382 8.92475 4.02336 6.85756 3.66891 7.70917
+threshold=56.750000000000007 59.750000000000007 61.250000000000007 0.049000000000000009 0.72250000000000003 58.250000000000007 1550.0000000000002 1604.5000000000002 1.5000000000000002 0.11850000000000001 1550.0000000000002 0.75500000000000012 4.5000000000000009 0.41000000000000009
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=-1 3 8 12 5 6 -5 -7 -3 -10 11 -11 -2 -14
+right_child=1 2 -4 4 -6 7 -8 -9 9 10 -12 -13 13 -15
+leaf_value=-0.048802865073927178 0.017253480442355768 0.049317393837863023 0.051891328711353019 -0.055648384496170579 -0.047659520549551256 0.017398408377576616 0.015798279470146712 -0.059943098163427237 0.045349279818453408 -0.034861777462487975 0.021284079894912471 0.018554344235498937 -0.051327789499010193 0.0049284747936271505
+leaf_weight=23.6657949173823 18.607843432575464 5.4413633346557644 10.031857788562773 4.5955139640718761 5.2856742218136779 14.755779800936581 2.2655451893806458 1.3812930583953846 6.480629742145541 4.6532069742679578 6.4179303497076026 4.0419794917106628 2.4034575487021383 24.958915559574962
+leaf_count=238 36 5 10 46 28 45 12 4 8 7 8 5 21 64
+internal_value=8.43447e-11 0.010375 0.0305444 0.000306643 -0.0105334 -0.00200073 -0.0320565 0.0107782 0.0226233 0.0158967 0.00326716 -0.0100312 0.00697615 -1.29659e-05
+internal_weight=134.987 111.321 37.067 74.254 28.2838 22.9981 6.86106 16.1371 27.0351 21.5937 15.1131 8.69519 45.9702 27.3624
+internal_count=537 299 43 256 135 107 58 49 33 28 20 12 121 85
+is_linear=0
+shrinkage=0.03
+
+
+Tree=2
+num_leaves=15
+num_cat=0
+split_feature=2 2 1 2 1 1 1 8 8 8 0 0 6 1
+split_gain=68.4119 21.0137 8.44864 6.70592 5.86457 6.89968 10.2453 7.64388 6.04644 5.39732 4.97885 4.84876 4.41147 4.47886
+threshold=57.750000000000007 59.750000000000007 12.500000000000002 55.750000000000007 2.5000000000000004 6.5000000000000009 9.5000000000000018 5.5000000000000009 5.5000000000000009 5.5000000000000009 1325.0000000000002 1050.0000000000002 0.032500000000000008 2.5000000000000004
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=3 2 4 -1 -2 8 -7 11 -6 12 -10 -8 13 -5
+right_child=1 -3 -4 9 5 6 7 -9 10 -11 -12 -13 -14 -15
+leaf_value=-0.05220379283272962 -0.016026728331717928 0.033633449251386109 -0.048954697570061073 -0.055622280324247493 0.030330477652896259 -0.026028320891215907 0.027560275280000227 0.037032283568969336 0.014041876790966652 -0.055589165156955597 -0.040817947168881374 -0.032725588682985307 -0.037071288448309016 0.00092839576498542921
+leaf_weight=13.218178617767988 9.2698355596512538 31.621082525700331 2.6643377859145394 1.4484896995127261 17.612803213298324 9.2928565945476311 1.8645808696746806 6.7533445134758949 4.9310080483555785 4.2566186520270994 2.1329082469455898 3.3724674545228481 6.7960005700588217 9.7108849752694351
+leaf_count=140 24 43 13 8 42 42 3 18 9 66 10 14 60 45
+internal_value=-2.57157e-12 0.0139658 0.00322354 -0.0352849 0.00574067 0.010131 -0.00238513 0.0159389 0.020926 -0.0252166 -0.00252273 -0.0112616 -0.0180163 -0.0064119
+internal_weight=124.945 89.5152 57.8941 35.4302 55.2298 45.96 21.2832 11.9904 24.6767 22.212 7.06392 5.23705 17.9554 11.1594
+internal_count=537 218 175 319 162 138 77 35 61 179 19 17 113 53
+is_linear=0
+shrinkage=0.03
+
+
+Tree=3
+num_leaves=15
+num_cat=0
+split_feature=2 2 6 2 6 6 7 7 8 1 7 1 7 8
+split_gain=68.766 10.3988 4.96405 4.74476 3.60623 3.54039 4.41185 6.76188 3.3561 3.60713 8.12965 6.05097 2.4817 5.70608
+threshold=57.750000000000007 59.750000000000007 0.13950000000000004 56.750000000000007 0.11850000000000001 0.11250000000000002 0.66350000000000009 0.71000000000000008 5.5000000000000009 9.5000000000000018 0.65500000000000014 10.500000000000002 0.65500000000000014 1.0000000180025095e-35
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=3 5 4 -1 -3 12 -7 -8 9 10 -5 -11 -2 -14
+right_child=1 2 -4 8 -6 6 7 -9 -10 11 -12 -13 13 -15
+leaf_value=-0.043147227061208944 0.014233008734344653 0.028235612490292803 0.038553643291222406 -0.052877715701666363 -0.0052489990609839885 -0.025891078633320706 0.038280261474847289 -0.037471570279918653 -0.053938444881519727 0.046744771723656105 0.013495862769753619 -0.027948682319693729 0.031703424177469845 -0.031427729104442748
+leaf_weight=22.384866527281702 32.737990368157625 6.7135322690010089 19.066897412762046 4.1776741519570333 5.0889374911785126 5.8645039824768883 3.1739243976771832 1.5927217490971086 2.2271409854292861 1.9606852382421496 2.7567748054862022 1.9438624605536459 2.0708942562341681 3.4106648974120617
+leaf_count=238 103 8 27 27 8 33 8 14 30 4 14 6 4 13
+internal_value=-5.78129e-11 0.0154585 0.0290886 -0.0347621 0.0137979 0.00684542 -0.00846771 0.0129686 -0.0203967 -0.0135047 -0.026491 0.00955895 0.0111049 -0.00757723
+internal_weight=115.171 79.7201 30.8694 35.451 11.8025 48.8507 10.6312 4.76665 13.0661 10.839 6.93445 3.90455 38.2195 5.48156
+internal_count=537 218 43 319 16 175 55 22 81 51 41 10 120 17
+is_linear=0
+shrinkage=0.03
+
+
+Tree=4
+num_leaves=15
+num_cat=0
+split_feature=2 2 7 2 1 6 7 7 6 0 7 0 7 2
+split_gain=62.0463 11.3155 4.23452 4.04138 3.45782 3.09154 2.81696 2.67604 2.40116 3.41827 3.35099 2.42727 2.29396 6.6131
+threshold=57.750000000000007 59.750000000000007 0.51000000000000012 55.750000000000007 2.5000000000000004 0.094500000000000015 0.47100000000000003 0.56350000000000011 0.032500000000000008 1550.0000000000002 0.49000000000000005 1325.0000000000002 0.39000000000000007 58.750000000000007
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=3 2 12 -1 -4 -3 -7 -6 10 -10 -5 -12 13 -2
+right_child=1 5 4 8 7 6 -8 -9 9 -11 11 -13 -14 -15
+leaf_value=-0.047940606767809382 -0.050775322387605203 0.0054269477319704848 -0.045974232555909385 -0.054507415689733399 -0.047851793592207599 0.014503580685864792 0.038846396351434914 0.0019319825257657448 -0.051860012258246817 -0.012400242210953807 -0.0052211333317065791 -0.053642759187988477 0.018812919087735368 0.017687802733539277
+leaf_weight=12.474871804937719 1.7863616961985851 4.1100514233112362 1.6428387314081216 1.8385031595826173 1.0252840593457246 5.4811674933880594 19.497384399175644 18.615137780085206 5.6915488177910429 3.0263723321259022 8.7608300335705263 1.0425907280296076 19.937347028404474 4.391157828271389
+leaf_count=140 16 5 10 23 9 11 27 69 66 23 48 19 58 13
+internal_value=1.2849e-10 0.0148081 0.0057686 -0.0344948 -0.00416411 0.0295375 0.0335047 -0.000666868 -0.0262562 -0.0381618 -0.0173409 -0.0103708 0.0138636 -0.00210977
+internal_weight=109.321 76.4867 47.3981 32.8347 21.2833 29.0886 24.9786 19.6404 20.3598 8.71792 11.6419 9.80342 26.1149 6.17752
+internal_count=537 218 175 319 88 43 38 78 179 89 90 67 87 29
+is_linear=0
+shrinkage=0.03
+
+
+Tree=5
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 1 1 1 1 7 8 2 8 8 7 7
+split_gain=57.5002 12.7321 3.46166 3.44128 3.04205 4.03475 5.81667 3.82244 2.77882 2.84052 2.68156 2.22632 5.95797 2.0989
+threshold=57.750000000000007 59.750000000000007 56.750000000000007 12.500000000000002 2.5000000000000004 6.5000000000000009 9.5000000000000018 0.65500000000000014 5.5000000000000009 58.750000000000007 5.5000000000000009 1.5000000000000002 0.58750000000000002 0.49000000000000005
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 3 -1 4 -2 11 -7 8 9 -8 13 -6 -13 -4
+right_child=1 -3 10 -5 5 6 7 -9 -10 -11 -12 12 -14 -15
+leaf_value=-0.040934108269971355 -0.016790209715650001 0.030822733998704197 -0.050830678131133844 -0.037130737588187232 0.026644773963820076 -0.023714996080424412 -0.031635721955068696 -0.030898175459549364 0.030538009016492711 0.024861117508179088 -0.051113616387490943 0.017780385482387376 -0.042273143170231932 -0.0061859664228355281
+leaf_weight=21.163514040410522 4.5208502523601046 27.14647326618433 1.093082495033739 1.6851252354681481 11.745586417615415 6.6450740732252624 1.6233612895011884 1.6167381033301342 6.3161340951919556 1.5809005573391914 1.9672253355383862 8.860760319977997 1.7866379283368576 7.1282322369515896
+leaf_count=238 24 43 13 13 24 42 7 10 13 5 30 25 12 38
+internal_value=2.38559e-10 0.014505 -0.0340175 0.00495439 0.00654107 0.00916651 -0.00150225 0.0117512 0.0189938 -0.00376163 -0.0196504 0.0176385 0.00770338 -0.0121218
+internal_weight=104.88 73.5276 31.3521 46.3812 44.696 40.1752 17.7822 11.1371 9.5204 3.20426 10.1885 22.393 10.6474 8.22131
+internal_count=537 218 319 175 162 138 77 35 25 12 81 61 37 51
+is_linear=0
+shrinkage=0.03
+
+
+Tree=6
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 6 2 1 6 6 6 0 7 7 7 6
+split_gain=52.5191 9.42933 3.02364 2.61521 7.14579 4.77116 2.2469 3.00785 2.10216 2.26752 2.02151 1.99767 2.48271 5.8552
+threshold=57.750000000000007 59.750000000000007 55.750000000000007 0.060000000000000005 58.250000000000007 5.5000000000000009 0.21800000000000003 0.24250000000000002 0.032500000000000008 1550.0000000000002 0.49000000000000005 0.47100000000000003 0.49000000000000005 0.12950000000000003
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 3 6 -2 -5 -6 -1 -8 10 -10 -4 -3 -13 -14
+right_child=1 11 8 4 5 -7 7 -9 9 -11 -12 12 13 -15
+leaf_value=-0.050375798859468315 0.011114120500814109 0.0098509148726748114 -0.050436310394085401 -0.050152156878949784 0.018343376321876128 -0.020036208644382745 0.027029997187650066 -0.050394633240919424 -0.049181942800751534 -0.015115849544612434 -0.012396607613502595 0.053533069155748528 -0.0063283184260994954 0.035864119014065388
+leaf_weight=9.8174342289567011 28.385395370423794 4.3927826806902912 1.4376038610935236 2.5466355644166461 8.3065870776772481 4.4914544671773902 0.85163686797022708 0.96134629845619202 5.0766720585525027 2.6904963292181492 10.025637922808526 3.9581865072250393 3.7099397629499462 14.64699077606201
+leaf_count=124 88 11 23 27 30 30 4 12 66 23 67 4 8 20
+internal_value=2.13401e-11 0.0142981 -0.0326345 0.00572006 -0.00425816 0.00487412 -0.0447093 -0.0140249 -0.0253318 -0.0373817 -0.0171672 0.0283433 0.0319836 0.027337
+internal_weight=101.299 70.438 30.8608 43.7301 15.3447 12.798 11.6304 1.81298 19.2304 7.76717 11.4632 26.7079 22.3151 18.3569
+internal_count=537 218 319 175 87 60 140 16 179 89 90 43 32 28
+is_linear=0
+shrinkage=0.03
+
+
+Tree=7
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 8 6 2 8 0 6 6 6 0 0 0
+split_gain=50.5363 10.4654 3.81789 3.21263 2.19234 5.91776 3.14946 2.75115 2.09713 1.95227 2.92162 5.10596 1.87024 1.85217
+threshold=57.750000000000007 59.750000000000007 55.750000000000007 5.5000000000000009 0.060000000000000005 58.250000000000007 1.5000000000000002 1325.0000000000002 0.032500000000000008 0.25300000000000006 0.15450000000000003 1205.0000000000002 1550.0000000000002 1205.0000000000002
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 4 -1 8 -2 -6 -7 13 -4 10 -3 -12 -10 -8
+right_child=1 9 3 -5 5 6 7 -9 12 -11 11 -13 -14 -15
+leaf_value=-0.047388669296481375 0.010133429355250868 0.033265768823923146 -0.0097580598051223866 -0.048597007760851511 -0.047818608278759812 0.017758754740266645 -0.023781237097739657 -0.049317517638786779 -0.048146485778524227 0.044320997723336968 -0.028730256074593986 0.027612809806690525 -0.012637273401052933 0.015578246827573959
+leaf_weight=10.519254464656116 28.283431157469749 12.513569146394735 9.3629222828894871 4.0262720026075831 2.3457291498780242 6.8925821334123594 1.8376683741807935 1.3741564303636549 3.1582606025040141 6.1056023836135855 2.1966257989406577 4.2450203150510788 2.3122730329632759 2.5962232649326324
+leaf_count=140 88 22 53 66 27 23 16 13 44 8 5 8 16 8
+internal_value=-5.12458e-10 0.0141365 -0.032908 -0.0248311 0.00521154 -0.00404039 0.00404517 -0.0122291 -0.0183803 0.0295676 0.0248154 0.00839961 -0.0331375 -0.000734664
+internal_weight=97.7696 68.3906 29.379 18.8597 43.3298 15.0464 12.7006 5.80805 14.8335 25.0608 18.9552 6.44165 5.47053 4.43389
+internal_count=537 218 319 179 175 87 60 37 113 43 35 13 60 24
+is_linear=0
+shrinkage=0.03
+
+
+Tree=8
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 8 7 1 7 8 1 7 8 1 6 7
+split_gain=46.3603 10.6441 3.60572 2.83315 2.72583 2.38915 2.10248 3.16116 2.80751 2.70827 7.40478 2.70199 3.33921 3.01734
+threshold=57.750000000000007 59.750000000000007 55.750000000000007 5.5000000000000009 0.47100000000000003 12.500000000000002 0.54500000000000015 1.5000000000000002 6.5000000000000009 0.33500000000000002 3.5000000000000004 4.5000000000000009 0.028500000000000004 0.41000000000000009
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 5 -1 -4 -3 6 9 8 -8 10 -2 12 13 -11
+right_child=1 4 3 -5 -6 -7 7 -9 -10 11 -12 -13 -14 -15
+leaf_value=-0.046089400096939723 0.035213219845089315 0.0079710279708727974 -0.017995777543315904 -0.047354552375945269 0.034757432790035653 -0.033191680569554773 0.02074714572705573 -0.013630345023516989 -0.024257905531010815 0.010559358819026737 -0.054150555376577723 0.024178214055398876 0.027827029048306601 -0.037090545345816815
+leaf_weight=10.294337539002301 1.5449898838996916 4.154473394155505 14.6767541654408 3.7050505820661774 19.316196382045746 1.4334632121026505 6.4638882577419299 9.332129739224909 1.5458461567759512 2.3679437935352352 1.8147027269005773 13.185469321906565 2.7814097553491592 2.4166741594672203
+leaf_count=140 3 11 113 66 32 13 18 54 12 7 16 36 9 7
+internal_value=-1.21201e-10 0.0137744 -0.0318742 -0.0239134 0.0300161 0.00488577 0.0062025 -0.00176405 0.0120614 0.0119324 -0.0130557 0.015978 0.00168736 -0.0135082
+internal_weight=95.0333 66.3572 28.6761 18.3818 23.4707 42.8865 41.4531 17.3419 8.00973 24.1112 3.35969 20.7515 7.56603 4.78462
+internal_count=537 218 319 179 43 175 162 84 30 78 19 59 23 14
+is_linear=0
+shrinkage=0.03
+
+
+Tree=9
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 8 2 8 6 6 2 7 0 7 8 7
+split_gain=43.4417 9.23573 3.31927 2.65759 2.0341 2.05783 1.97607 1.95547 5.19697 2.34599 4.2722 2.24879 2.29925 2.55805
+threshold=57.750000000000007 59.750000000000007 55.750000000000007 5.5000000000000009 61.250000000000007 1.5000000000000002 0.11850000000000001 0.060000000000000005 58.250000000000007 0.33500000000000002 1150.0000000000002 0.71000000000000008 1.5000000000000002 0.51000000000000012
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 7 -1 -4 5 -3 -7 9 -9 10 -2 12 -10 -14
+right_child=1 4 3 -5 -6 6 -8 8 11 -11 -12 -13 13 -15
+leaf_value=-0.044974196299133393 0.025616933625856743 0.043720722550283683 -0.017741330150982944 -0.046355084761319609 0.042920117993096162 0.033159472674727047 0.0087686387702541457 -0.046103834427859716 0.020938593736330256 0.012902181992046189 -0.051717546243306073 -0.028232553633105166 0.011781327337356892 -0.035987077205401369
+leaf_weight=9.881691053509714 1.1637967228889494 3.4774561524391236 14.735903635621073 3.6436813138425341 6.6521210670471183 4.7202039062976828 8.1530239284038526 2.2110429219901553 6.1100016161799413 23.890585985034704 1.4364096000790594 1.6781028769910324 2.4392537921667099 1.7206773348152635
+leaf_count=140 2 5 113 66 10 8 20 27 19 70 16 13 11 17
+internal_value=-2.56556e-10 0.0137427 -0.0309526 -0.0234139 0.0289337 0.0232435 0.017712 0.00514643 -0.00385366 0.00995689 -0.0171043 0.00396494 0.00922599 -0.00797718
+internal_weight=91.914 63.6527 28.2613 18.3796 23.0028 16.3507 12.8732 40.6499 14.1591 26.4908 2.60021 11.948 10.2699 4.15993
+internal_count=537 218 319 179 43 33 28 175 87 88 18 60 47 28
+is_linear=0
+shrinkage=0.03
+
+
+Tree=10
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 1 1 7 6 8 8 1 1 8 1 7
+split_gain=39.6519 8.50272 3.15448 2.78395 4.45781 3.4438 4.50429 2.44382 2.2793 3.15466 1.89155 2.45832 1.90074 1.7983
+threshold=57.750000000000007 59.750000000000007 55.750000000000007 6.5000000000000009 2.5000000000000004 0.41000000000000009 0.060000000000000005 5.5000000000000009 4.5000000000000009 4.5000000000000009 9.5000000000000018 5.5000000000000009 8.5000000000000018 0.47100000000000003
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 3 -1 4 -2 -5 10 -4 -6 -10 12 -12 -7 -3
+right_child=1 13 7 5 8 6 -8 -9 9 -11 11 -13 -14 -15
+leaf_value=-0.043962964979468201 -0.017615076389865533 0.0097871108590780742 -0.017255960266720369 -0.054343599125646146 0.025548334118627836 0.0092184396626933274 -0.026261353065309155 -0.045357027667015867 -0.028026746747839417 0.017214453730491339 -0.005911184665468242 0.029098654920499893 -0.035551424057218443 0.032115293028863921
+leaf_weight=9.4785437146201748 3.8295711521059301 3.9469895213842419 14.651304150000216 1.1461975686252142 12.253126658499243 2.0970357432961491 4.4285068847239009 3.4390393458306781 1.9777565598487843 4.6452660895884037 2.7220824584364873 5.3584344312548637 1.4392499327659609 18.288742318749428
+leaf_count=140 24 11 113 12 32 9 44 66 15 14 8 12 5 32
+internal_value=-1.69441e-10 0.0132862 -0.0299436 0.0050012 0.0118968 -0.00410613 -0.000517414 -0.0225981 0.0178841 0.0037046 0.00929658 0.0173049 -0.00900266 0.0281519
+internal_weight=89.7018 62.133 27.5689 39.8972 22.7057 17.1915 16.0453 18.0903 18.8761 6.62302 11.6168 8.08052 3.53629 22.2357
+internal_count=537 218 319 175 85 90 78 179 61 29 34 20 14 43
+is_linear=0
+shrinkage=0.03
+
+
+Tree=11
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 8 1 6 6 2 8 2 6 2 1 1
+split_gain=37.1635 7.12144 2.96489 2.31055 2.13117 2.03086 2.28015 1.9337 1.99998 1.70251 1.65263 1.57845 1.4834 3.75499
+threshold=57.750000000000007 59.750000000000007 55.750000000000007 5.5000000000000009 12.500000000000002 0.11250000000000002 0.24250000000000002 61.250000000000007 1.5000000000000002 59.250000000000007 0.032500000000000008 57.250000000000007 5.5000000000000009 9.5000000000000018
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 4 -1 10 5 -2 -7 8 -3 -8 12 -12 -4 -14
+right_child=1 7 3 -5 -6 6 9 -9 -10 -11 11 -13 13 -15
+leaf_value=-0.043098893882175179 0.010324190683989062 0.042208131423716239 0.0035354370474538922 -0.044454797291856328 -0.031229175922090006 -0.018319151908432321 -0.015225799605518212 0.041219601770680778 0.015800394287371438 0.037303598238941575 -0.040057093090021173 -0.00032596762741087112 -0.053786622222020707 -0.0012814302584505603
+leaf_weight=9.0991938654333371 29.291401140391827 3.260805249214175 4.275821207091214 3.3782656304538241 1.3792435899376858 5.160876363515853 0.89672117680311214 6.0991088747978202 12.382551059126852 1.458459697663784 3.8743121139705172 1.1722252890467642 1.9162195473909376 3.4027239456772804
+leaf_count=140 110 5 21 66 13 40 7 10 28 5 50 10 15 17
+internal_value=-1.44596e-10 0.0131861 -0.0291397 -0.0220908 0.00538269 0.0067546 -0.00715673 0.0268914 0.021305 0.0173033 -0.0169306 -0.0308282 -0.00962092 -0.0201971
+internal_weight=87.0479 59.9292 27.1188 18.0196 38.1867 36.8075 7.51606 21.7425 15.6434 2.35518 14.6413 5.04654 9.59476 5.31894
+internal_count=537 218 319 179 175 162 52 43 33 12 113 60 53 32
+is_linear=0
+shrinkage=0.03
+
+
+Tree=12
+num_leaves=15
+num_cat=0
+split_feature=7 0 6 0 1 7 1 0 1 0 7 1 1 6
+split_gain=4.59202 5.00587 3.53484 3.91053 2.23759 2.51149 2.16163 1.86935 1.50229 3.75968 3.17659 3.14021 3.06312 2.87668
+threshold=0.33500000000000002 950.00000000000011 0.24250000000000002 1375.0000000000002 14.500000000000002 0.51000000000000012 5.5000000000000009 950.00000000000011 4.5000000000000009 1150.0000000000002 0.58750000000000002 2.5000000000000004 8.5000000000000018 0.20250000000000004
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=1 -1 4 6 5 7 -4 -2 9 -7 -10 13 -12 -11
+right_child=2 -3 3 -5 -6 8 -8 -9 10 11 12 -13 -14 -15
+leaf_value=0.031319767629242365 -0.047009762280329215 -0.044649327208142284 0.039709968966642334 -0.029820355837392717 -0.050240310277528552 -0.040116019852293169 0.0050751425992487005 0.006170509017992193 -0.033817155821119646 -0.031038224871916646 -0.018839573922137021 0.02126020035553124 0.0067450793562872837 0.033633708081713405
+leaf_weight=0.9871017187833776 0.60447949171066184 3.7321650721132755 4.8914383724331838 1.2184540592133997 0.80422151833772559 1.5918546617031086 2.426241546869278 37.473111623898149 4.2832524217665222 2.4357641525566565 7.733579874038699 6.7173435464501381 9.2478343266993743 0.82993431389331807
+leaf_count=2 5 54 11 11 12 16 17 213 39 22 55 30 48 2
+internal_value=-3.52668e-10 -0.0287593 0.00169109 0.0199408 -0.000480956 8.33299e-05 0.0282265 0.00532628 -0.00599588 0.00270112 -0.0107299 0.00952856 -0.00490654 -0.0146027
+internal_weight=84.9768 4.71927 80.2575 8.53613 71.7214 70.9172 7.31768 38.0776 32.8396 11.5749 21.2647 9.98304 16.9814 3.2657
+internal_count=537 56 481 39 442 430 28 218 212 70 142 54 103 24
+is_linear=0
+shrinkage=0.03
+
+
+Tree=13
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 6 7 1 1 7 7 1 1 7 7 1
+split_gain=35.5836 6.8666 3.12549 2.01505 2.11665 2.60822 3.91882 1.71942 1.65684 1.64676 1.75936 2.42385 1.49408 3.63548
+threshold=57.750000000000007 59.750000000000007 56.750000000000007 0.072000000000000008 0.71000000000000008 9.5000000000000018 10.500000000000002 0.47100000000000003 0.39000000000000007 12.500000000000002 2.5000000000000004 0.35500000000000004 0.33500000000000002 3.5000000000000004
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 9 -1 4 5 -4 -7 8 -3 10 11 -2 13 -12
+right_child=1 7 3 -5 -6 6 -8 -9 -10 -11 12 -13 -14 -15
+leaf_value=-0.036777489885018784 0.042731900486160351 0.028436599038418067 -0.036510672552796761 -0.033729180587641482 0.028554099075118473 0.051828224023144014 -0.033792696681092096 0.03115731971823946 -0.010937536156856682 -0.027984975246477434 0.029448359196211128 -0.022717948910368109 0.010649420545509936 -0.048247434831093818
+leaf_weight=17.065219412557784 0.60323970019817297 1.9397196024656325 2.2298548929393274 3.1777596324682236 1.3723206296563146 1.0121224913746116 0.91698130406439293 16.703679025173187 1.9078833013772962 1.2845606729388226 0.94956676661968176 3.2684096544981003 29.880748186260462 1.2628390882164238
+leaf_count=238 3 5 21 43 6 2 9 32 6 13 3 21 121 14
+internal_value=1.85039e-10 0.0130718 -0.0293144 -0.0146907 -0.003753 -0.0144133 0.0111291 0.0269926 0.00891243 0.00539136 0.00658347 -0.0125202 0.0088881 -0.0149003
+internal_weight=83.5749 57.8006 25.7743 8.70904 5.53128 4.15896 1.9291 20.5513 3.8476 37.2494 35.9648 3.87165 32.0932 2.21241
+internal_count=537 218 319 81 38 32 11 43 11 175 162 24 138 17
+is_linear=0
+shrinkage=0.03
+
+
+Tree=14
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 8 8 1 7 7 1 1 2 2 0 0
+split_gain=32.9015 7.03403 2.82595 1.50374 1.38629 3.1503 3.08008 2.75103 1.42958 1.42749 1.4259 1.38597 1.35226 2.08855
+threshold=57.750000000000007 59.750000000000007 56.750000000000007 5.5000000000000009 1.5000000000000002 6.5000000000000009 0.65500000000000014 0.33500000000000002 11.500000000000002 3.5000000000000004 59.250000000000007 61.250000000000007 1604.5000000000002 1450.0000000000002
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 4 -1 -4 5 -2 7 -6 -7 -9 -8 -3 13 -11
+right_child=1 11 3 -5 6 8 10 9 -10 12 -12 -13 -14 -15
+leaf_value=-0.035848101264697903 0.021164246412518111 0.02201896571043201 -0.0084236134834012981 -0.042817808955450141 -0.042233460575667986 -0.035002902192489763 -0.045538298307361745 -0.010389214264827151 0.014042850478798245 0.011419914175124238 0.0024016788561415118 0.039603300511458314 0.031535164498329195 -0.020462123343088705
+leaf_weight=16.726377977058295 9.392392620444296 14.12720647454262 6.7317262347787601 1.3782840054482219 1.0822529960423768 1.5175379365682595 1.7473296560347074 3.6282438710331943 0.82600443065166462 13.535489581525328 0.82063317298889149 5.6464184224605551 2.3350604735314837 2.1418706420809022
+leaf_count=238 28 33 51 30 16 13 17 21 5 49 6 10 9 11
+internal_value=-3.0973e-10 0.0125937 -0.0288017 -0.0142689 0.00487879 0.0134002 0.000924523 0.00444404 -0.0177162 0.00677839 -0.0302183 0.0270402 0.0102365 0.00706413
+internal_weight=81.6368 56.8004 24.8364 8.11001 37.0268 11.7359 25.2909 22.7229 2.34354 21.6407 2.56796 19.7736 18.0124 15.6774
+internal_count=537 218 319 81 175 46 129 106 18 90 23 43 69 60
+is_linear=0
+shrinkage=0.03
+
+
+Tree=15
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 6 8 1 6 8 7 2 8 7 7 8
+split_gain=30.183 6.63204 2.58485 1.79546 1.71949 1.68012 1.73255 1.66697 1.41379 1.26099 1.25161 1.6199 1.73668 1.68252
+threshold=57.750000000000007 59.750000000000007 56.750000000000007 0.072000000000000008 5.5000000000000009 12.500000000000002 0.11250000000000002 1.5000000000000002 0.6100000000000001 61.250000000000007 1.5000000000000002 0.49000000000000005 0.75500000000000012 5.5000000000000009
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 5 -1 4 -4 6 -2 -8 -7 10 -3 -12 13 -13
+right_child=1 9 3 -5 -6 8 7 -9 -10 -11 11 12 -14 -15
+leaf_value=-0.034834379469784349 0.0091558363322929211 0.03920480186596792 0.0048718250307415445 -0.032208415838654955 -0.042960862027389933 -0.051195743689605056 0.0038918092083491153 -0.026399637013646358 0.014017184867233775 0.038508595822313925 0.030017531185669188 0.01080373457490688 0.025911194197722309 -0.030258317376766573
+leaf_weight=16.235058057121936 28.142474461346865 2.8595387935638454 4.1618802789598695 3.0277187712490559 0.80763922818005074 0.86398376151919254 4.3216294124722472 2.630135353654623 0.45770362764596939 5.4744887948036185 4.8132680356502515 2.1590565443038945 2.548705205321312 1.5377366244792936
+leaf_count=238 110 5 17 43 21 10 23 29 3 10 11 6 6 5
+internal_value=3.57968e-10 0.0121393 -0.0279576 -0.0139972 -0.00290188 0.00459238 0.0058429 -0.00756868 -0.0286123 0.0263109 0.0215132 0.0169385 0.00685879 -0.00627664
+internal_weight=80.041 55.8087 24.2323 7.99724 4.96952 36.4159 35.0942 6.95176 1.32169 19.3928 13.9183 11.0588 6.2455 3.69679
+internal_count=537 218 319 81 38 175 162 52 13 43 33 28 17 11
+is_linear=0
+shrinkage=0.03
+
+
+Tree=16
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 6 8 6 2 1 1 2 8 6 1 6
+split_gain=27.7805 6.3239 2.44245 1.60807 1.54966 1.29794 4.40362 1.88707 2.35899 1.16168 1.12623 1.18393 1.0534 1.0453
+threshold=57.750000000000007 59.750000000000007 56.750000000000007 0.072000000000000008 5.5000000000000009 0.060000000000000005 58.250000000000007 5.5000000000000009 2.5000000000000004 61.250000000000007 1.5000000000000002 0.11850000000000001 3.5000000000000004 0.18850000000000003
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 5 -1 4 -4 -2 -7 8 -8 10 -3 -12 -13 -5
+right_child=1 9 3 13 -6 6 7 -9 -10 -11 11 12 -14 -15
+leaf_value=-0.033971840778468286 0.0084717273634025182 0.038232768256104971 0.004202832907494943 -0.042455765724555491 -0.042238298651160952 -0.043278099369354332 -0.028351617707360832 -0.013115295894361185 0.021318878728080266 0.037597922266652005 0.029748148048556643 -0.0077195478937152878 0.017411839161349411 -0.0029788700717367986
+leaf_weight=15.799739134497942 23.638024710118771 2.7479022592306164 4.1561892293393603 2.0917744487524037 0.7658078372478484 2.0849204547703257 1.0125744082033614 3.5687582567334175 5.7314448133111 5.3661062419414511 3.9578002840280515 2.242882639169693 4.5385723114013672 0.84855084493756283
+leaf_count=238 88 5 17 34 21 27 10 30 20 10 8 8 12 9
+internal_value=-8.35867e-11 0.0117138 -0.0271726 -0.0135093 -0.00302289 0.00434841 -0.0035133 0.00452589 0.0138611 0.0257919 0.0210947 0.0167095 0.00909994 -0.0310631
+internal_weight=78.551 54.889 23.6621 7.86232 4.922 36.0357 12.3977 10.3128 6.74402 18.8533 13.4872 10.7393 6.78145 2.94033
+internal_count=537 218 319 81 38 175 87 60 30 43 33 28 20 43
+is_linear=0
+shrinkage=0.03
+
+
+Tree=17
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 8 1 6 1 1 1 0 1 6 6 8
+split_gain=25.4742 5.78339 2.29142 1.76724 1.41352 1.67694 1.28602 1.49757 2.84168 1.2302 1.20021 1.27828 1.97065 1.36434
+threshold=57.750000000000007 59.750000000000007 55.750000000000007 5.5000000000000009 11.500000000000002 0.032500000000000008 2.5000000000000004 5.5000000000000009 9.5000000000000018 1550.0000000000002 12.500000000000002 0.11650000000000001 0.13950000000000004 1.5000000000000002
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 10 -1 4 5 6 -4 -8 -9 -7 11 -2 -13 -14
+right_child=1 -3 3 -5 -6 9 7 8 -10 -11 -12 12 13 -15
+leaf_value=-0.039532976769312785 0.0079108406258096894 0.024821957539377063 -0.039531410039359158 -0.041112925015639921 -0.043565242074597367 -0.041311969891116365 0.016737095343031659 -0.048090421517871282 0.010416915332733645 -0.0075042586111596643 -0.026224162332407059 -0.047790023743051198 0.009600121241231753 -0.023152968825486463
+leaf_weight=7.8971678493544486 28.146617462858558 18.538934364914894 0.74747897684573938 2.7999576721340409 1.3595718666911114 2.2516761608421807 3.1401864122599363 1.2310377284884455 1.9006641730666158 1.7000933475792406 1.1325198337435711 0.91181786730885406 3.8433027639985085 1.6300910636782644
+leaf_count=140 112 43 8 66 14 40 13 15 8 15 13 11 19 20
+internal_value=3.56883e-10 0.0112302 -0.0264339 -0.0195971 -0.0147114 -0.0111358 -0.00233545 0.00209754 -0.0125817 -0.0267675 0.00416503 0.00516168 -0.00695687 -0.000154433
+internal_weight=77.2311 54.2033 23.0278 15.1307 12.3307 10.9711 7.01937 6.27189 3.1317 3.95177 35.6643 34.5318 6.38521 5.47339
+internal_count=537 218 319 179 113 99 44 36 23 55 175 162 50 39
+is_linear=0
+shrinkage=0.03
+
+
+Tree=18
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 6 7 1 1 2 7 7 7 8 8 7
+split_gain=24.2236 5.24261 2.48397 1.41108 1.36659 1.50646 2.51495 1.16174 1.17001 3.3178 1.76653 1.68905 1.12114 2.37027
+threshold=57.750000000000007 59.750000000000007 56.750000000000007 0.072000000000000008 0.71000000000000008 9.5000000000000018 10.500000000000002 61.250000000000007 0.49000000000000005 0.75500000000000012 0.47100000000000003 5.5000000000000009 1.5000000000000002 0.65500000000000014
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 12 -1 4 5 -4 -7 8 10 11 -3 -10 -2 -14
+right_child=1 7 3 -5 -6 6 -8 -9 9 -11 -12 -13 13 -15
+leaf_value=-0.033929074727318098 0.011995759474301424 0.012443542681808297 -0.028882367157676184 -0.02991575342630658 0.026184521751505346 0.048594382333602561 -0.02643918886515495 0.036035656040348807 0.0091941910339213978 0.030494617607731707 0.046123650450813798 -0.03202667269218816 0.0035229705933368912 -0.028446688807951443
+leaf_weight=14.384734091348948 11.128696385771034 2.759161978960039 2.0295684617012735 2.701565258204937 1.1214214563369749 0.78124374523758866 0.82825982011854649 5.0972307920455924 1.9958207011222842 3.9454842656850815 2.8485797047615051 1.6215016990900037 22.137466337531809 2.3044782467186442
+leaf_count=238 46 9 21 43 6 2 9 10 6 9 4 5 106 23
+internal_value=3.10276e-10 0.0108114 -0.0266432 -0.0125982 -0.00277058 -0.0116934 0.00998167 0.0238747 0.0191682 0.0114686 0.0295521 -0.00928348 0.0041026 0.000508751
+internal_weight=75.6852 53.8384 21.8468 7.46206 4.76049 3.63907 1.6095 18.2678 13.1705 7.56281 5.60774 3.61732 35.5706 24.4419
+internal_count=537 218 319 81 38 32 11 43 33 20 13 11 175 129
+is_linear=0
+shrinkage=0.03
+
+
+Tree=19
+num_leaves=15
+num_cat=0
+split_feature=7 0 6 6 6 7 1 6 0 1 6 8 7 6
+split_gain=3.36586 3.42274 2.31279 2.12867 4.59345 1.59283 3.35244 1.60557 1.46575 1.67501 2.50371 1.57095 2.22211 1.79078
+threshold=0.33500000000000002 950.00000000000011 0.20250000000000004 0.27900000000000008 0.43550000000000005 0.51000000000000012 12.500000000000002 0.032500000000000008 1604.5000000000002 4.5000000000000009 0.028500000000000004 5.5000000000000009 0.35500000000000004 0.11250000000000002
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=1 -1 5 -4 -5 6 8 -7 11 10 -10 12 -2 -13
+right_child=2 -3 3 4 -6 7 -8 -9 9 -11 -12 13 -14 -15
+leaf_value=0.026965590728183816 0.023191618288211053 -0.041235509220759678 0.022683151215050018 -0.036935247242258579 0.031106801897695182 0.002674520162779746 -0.046520760348091307 -0.012703907312000356 -0.042130109085868422 0.034633933727158409 0.028150587353553289 0.014713806451776907 -0.0078999595428513106 -0.029394799222281026
+leaf_weight=0.83934158086776678 2.4244281565770551 3.1392082255333662 7.8051161952316743 1.9165427200496199 1.671925190836191 10.199431352317335 1.1686984486877907 15.239520968869327 0.793333500623702 2.9340830445289612 1.0735091455280779 10.363819131627675 14.104739582166076 0.90036500617861825
+leaf_count=2 10 54 35 15 7 61 19 140 4 10 6 56 107 11
+internal_value=2.14491e-10 -0.0268473 0.00151304 0.0138907 -0.00523336 -0.000869083 0.00340229 -0.00653812 0.00519233 0.0204993 -0.0017159 0.00254826 -0.00333958 0.0111881
+internal_weight=74.5741 3.97855 70.5955 11.3936 3.58847 59.2019 33.763 25.439 32.5943 4.80093 1.86684 27.7934 16.5292 11.2642
+internal_count=537 56 481 57 22 424 223 201 204 20 10 184 117 67
+is_linear=0
+shrinkage=0.03
+
+
+Tree=20
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 6 8 6 2 7 8 7 7 0 7 7
+split_gain=23.3765 5.52238 2.3134 1.29925 1.29601 1.12106 4.1218 1.65168 1.50536 1.7805 1.0923 2.44866 1.08734 1.08757
+threshold=57.750000000000007 59.750000000000007 56.750000000000007 0.072000000000000008 5.5000000000000009 0.060000000000000005 58.250000000000007 0.71000000000000008 1.5000000000000002 0.51000000000000012 0.33500000000000002 1150.0000000000002 0.47100000000000003 0.55500000000000016
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 5 -1 4 -4 10 -7 8 -8 -10 11 -2 -3 -14
+right_child=1 12 3 -5 -6 6 7 -9 9 -11 -12 -13 13 -15
+leaf_value=-0.033556012528594817 0.023998464834788718 0.0090942324752636174 0.003980244828710117 -0.029333524092483937 -0.040716985773209299 -0.042525803799709147 0.019957057366837047 -0.026465088249905903 0.012287732190166607 -0.031384286634147884 0.0098050672569358569 -0.044972553281494979 0.042737248836369986 0.023532600409758412
+leaf_weight=14.09657020494342 0.83887906372547405 3.1940162926912334 3.8270711563527575 2.6392212249338627 0.68893157877027977 2.0189493373036376 5.0052426233887655 1.3352613411843766 2.0323331989347939 1.4323399402201173 21.223935753107071 1.0346805732697246 3.5842348635196677 10.224848657846449
+leaf_count=238 2 11 17 43 21 27 19 13 11 17 70 16 6 26
+internal_value=2.61541e-10 0.0108476 -0.0265042 -0.0126112 -0.00283847 0.00402089 -0.00349164 0.00454575 0.00943453 -0.00576684 0.00786673 -0.014091 0.0248687 0.0285173
+internal_weight=73.1765 51.9247 21.2518 7.15522 4.516 34.9216 11.8241 9.80518 8.46992 3.46467 23.0975 1.87356 17.0031 13.8091
+internal_count=537 218 319 81 38 175 87 60 47 28 88 18 43 32
+is_linear=0
+shrinkage=0.03
+
+
+Tree=21
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 6 6 6 7 1 1 2 6 2 7 1
+split_gain=21.6159 5.03977 2.22332 1.17999 1.03391 1.57355 0.972451 1.11782 1.93758 0.956118 0.921328 0.916473 0.815617 2.08896
+threshold=57.750000000000007 59.750000000000007 56.750000000000007 0.072000000000000008 0.11650000000000001 0.13950000000000004 0.71000000000000008 9.5000000000000018 10.500000000000002 58.750000000000007 0.18850000000000003 61.250000000000007 0.33500000000000002 3.5000000000000004
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 4 -1 6 12 -6 7 -4 -9 -7 -5 -3 13 -2
+right_child=1 11 3 10 5 9 -8 8 -10 -11 -12 -13 -14 -15
+leaf_value=-0.032856070524137332 0.019104548696212705 0.019573635678337357 -0.025224374926239475 -0.040080251042798512 -0.045902257979100511 -0.028731273628274042 0.0227231698846302 0.046366999367037587 -0.022855460777440609 0.0045513173221297162 -0.00067166381465304855 0.035149213890747516 0.0077502798544061228 -0.042962562836116422
+leaf_weight=13.717244259081783 0.96302347816527134 11.979516848921778 1.9703185576945537 1.7950392551720145 0.81964189931750198 0.94179829210042942 1.033063370734453 0.68136551044881322 0.78112858161330223 4.4345374591648579 0.75996255874633778 4.7473206073045722 26.179814167320728 0.98947170935571194
+leaf_count=238 5 33 21 34 11 12 6 2 9 30 9 10 103 14
+internal_value=3.21064e-11 0.0104913 -0.0258286 -0.0120985 0.00391191 -0.007182 -0.00279581 -0.0104754 0.00939479 -0.00127895 -0.0283585 0.0239942 0.00635528 -0.0123494
+internal_weight=71.7932 51.0551 20.7381 7.02088 34.3283 6.19598 4.46588 3.43281 1.46249 5.37634 2.555 16.7268 28.1323 1.9525
+internal_count=537 218 319 81 175 53 38 32 11 42 43 43 122 19
+is_linear=0
+shrinkage=0.03
+
+
+Tree=22
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 6 8 6 2 7 8 0 0 2 8 7
+split_gain=20.1019 4.79201 2.00666 1.10324 1.14406 0.906165 3.51808 1.39975 1.18277 1.56935 1.42135 0.876397 0.851504 1.54109
+threshold=57.750000000000007 59.750000000000007 56.750000000000007 0.072000000000000008 5.5000000000000009 0.060000000000000005 58.250000000000007 0.71000000000000008 1.5000000000000002 1325.0000000000002 1205.0000000000002 61.250000000000007 1.5000000000000002 0.55500000000000016
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 5 -1 4 -4 -2 -7 8 -8 10 -10 12 -3 -14
+right_child=1 11 3 -5 -6 6 7 -9 9 -11 -12 -13 13 -15
+leaf_value=-0.032143992192259975 0.007108332881131444 0.035356219552880437 0.0035533676207002546 -0.028136676257616022 -0.039964026527170224 -0.041146520337594736 0.01820852504720729 -0.025341529243034629 -0.022841171317875542 -0.043995194979614918 0.023095840708529127 0.034460675159904142 0.027611908697302633 0.0034144385680569302
+leaf_weight=13.325005537830295 22.815042279660702 2.3193227201700237 3.660687990486621 2.4490685928612947 0.63855014834552992 1.8470992222428311 4.8090609982609731 1.2546155340969551 0.96996657177805956 0.72795197367668141 1.6164131611585617 4.6308816820383063 4.5732212364673597 4.9142836630344391
+leaf_count=238 88 5 17 43 21 27 19 13 12 10 6 10 12 16
+internal_value=-1.31726e-10 0.0100983 -0.0253939 -0.0120652 -0.00291011 0.00367502 -0.0033032 0.00415044 0.00870532 -0.00508372 0.00586814 0.0233999 0.0190616 0.0150782
+internal_weight=70.5512 50.4779 20.0733 6.74831 4.29924 34.0401 11.2251 9.37801 8.12339 3.31433 2.58638 16.4377 11.8068 9.4875
+internal_count=537 218 319 81 38 175 87 60 47 28 18 43 33 28
+is_linear=0
+shrinkage=0.03
+
+
+Tree=23
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 7 6 8 1 7 8 1 6 7 7 2
+split_gain=18.8135 4.59106 1.93105 1.1183 1.00716 1.04737 0.996226 1.07665 1.46976 1.74328 1.50195 1.87735 0.971305 1.40335
+threshold=57.750000000000007 59.750000000000007 56.750000000000007 0.47100000000000003 0.072000000000000008 5.5000000000000009 12.500000000000002 0.54500000000000015 1.5000000000000002 8.5000000000000018 0.092000000000000012 0.63250000000000017 0.55500000000000016 61.250000000000007
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 6 -1 -3 5 -4 7 -2 10 -10 -9 -12 -5 -14
+right_child=1 3 4 12 -6 -7 -8 8 9 -11 11 -13 13 -15
+leaf_value=-0.031540665165193459 0.0092268876889689076 0.0068863138118589913 0.0031364380624212124 0.041173466365567457 -0.02729747349582172 -0.039477876503789693 -0.025695342372323658 0.026967189504715428 -0.022527432034383225 0.0062998095925046122 -0.043941182538245777 0.0080000113554261881 0.013675161469545456 0.037679859425989448
+leaf_weight=13.024199713021519 18.567803172394633 3.072627827525138 3.6518647223711005 3.2617346942424765 2.3773024212568998 0.605082781985402 1.0148389488458622 2.5141613781452161 4.5272731371223927 3.2385976314544678 0.79449848458170924 2.9578121304512024 6.1610711812973005 3.4022905677556992
+leaf_count=238 78 11 17 6 43 21 13 6 38 16 9 15 19 7
+internal_value=-3.80557e-10 0.00985847 -0.02483 0.0231421 -0.0116559 -0.00292076 0.00357615 0.00448737 -0.00178403 -0.0105056 0.00902441 -0.0029978 0.0270367 0.0222151
+internal_weight=69.1712 49.5127 19.6584 15.8977 6.63425 4.25695 33.615 32.6001 14.0323 7.76587 6.26647 3.75231 12.8251 9.56336
+internal_count=537 218 319 43 81 38 175 162 84 54 30 24 32 26
+is_linear=0
+shrinkage=0.03
+
+
+Tree=24
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 8 1 6 0 1 6 6 8 1 1 1
+split_gain=17.7311 4.41754 1.87952 1.38963 0.862437 1.07083 0.975906 0.838928 0.832223 1.33768 0.859654 0.824811 0.822135 2.10211
+threshold=57.750000000000007 59.750000000000007 55.750000000000007 5.5000000000000009 12.500000000000002 0.032500000000000008 1550.0000000000002 12.500000000000002 0.11650000000000001 0.13950000000000004 1.5000000000000002 2.5000000000000004 5.5000000000000009 9.5000000000000018
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 7 -1 4 5 11 -7 8 -2 -10 -11 -4 -13 -14
+right_child=1 -3 3 -5 -6 6 -8 -9 9 10 -12 12 13 -15
+leaf_value=-0.037231590579520871 0.0065250224479898884 0.022844941015394499 -0.035769373668408905 -0.038559076149178202 -0.047227527679086459 -0.038452427481259134 -0.0064174511367586116 -0.023813607872808808 -0.044398632905374692 0.0074482514035539276 -0.020051279574484812 0.01220488715452866 -0.045101314645176659 0.0083616901845192486
+leaf_weight=6.6615601377561715 26.498707290738821 15.53702377527952 0.63027561083435646 2.3123254105448714 0.61677560582757074 1.9018547199666502 1.5561388842761514 0.98497628979384799 0.718322504311799 3.5010185763239861 1.4455130770802496 2.7350068287923932 1.0304301567375662 1.8506873920559881
+leaf_count=140 112 43 8 66 9 43 16 13 11 19 20 13 15 9
+internal_value=-1.97849e-10 0.00964538 -0.0243374 -0.0175383 -0.0128289 -0.0106426 -0.0240363 0.00345863 0.00429381 -0.00614322 -0.000587871 -0.00322794 0.000424059 -0.0107593
+internal_weight=67.9806 48.6856 19.2951 12.6335 10.3212 9.70439 3.45799 33.1485 32.1636 5.66485 4.94653 6.2464 5.61612 2.88112
+internal_count=537 218 319 179 113 104 59 175 162 50 39 45 37 24
+is_linear=0
+shrinkage=0.03
+
+
+Tree=25
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 7 7 7 6 8 6 6 8 1 7 7
+split_gain=16.5928 4.10849 1.84264 0.889667 0.97312 1.44567 1.51726 0.875766 0.960627 0.837394 0.725301 2.07929 1.81807 1.99871
+threshold=57.750000000000007 59.750000000000007 56.750000000000007 0.47100000000000003 0.55500000000000016 0.63250000000000017 0.16050000000000003 5.5000000000000009 0.072000000000000008 0.18850000000000003 1.5000000000000002 6.5000000000000009 0.33500000000000002 0.65500000000000014
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 10 -1 -3 -5 -6 -7 8 -4 -10 11 -2 -12 -14
+right_child=1 3 7 4 5 6 -8 -9 9 -11 12 -13 13 -15
+leaf_value=-0.030919927353071506 0.017132912845132992 0.0075017033775979809 0.0025190874540579446 0.040324636674768113 0.0031737438645713834 0.010863401545594103 0.040816692857039573 -0.037986204163311395 -0.038868474696740388 0.0031287761534053928 -0.04120619939227526 -0.01640286129775206 0.0048945336434101597 -0.027007947262049418
+leaf_weight=12.188941662199797 7.8911924734711629 3.0065810680389395 3.6198948863893738 3.0739210844039908 2.8720163851976377 2.5374664813280106 3.8031841814517975 0.92947120219469059 1.204881904646754 0.6621062085032462 0.90861838869750755 2.1085663512349129 20.137195769697431 1.9374850504100312
+leaf_count=238 28 11 17 6 10 8 8 30 26 8 16 18 90 23
+internal_value=-2.96288e-10 0.0092764 -0.02407 0.022129 0.0257084 0.0208315 0.0288297 -0.0110575 -0.00649577 -0.0239746 0.00331705 0.0100615 0.000382625 0.00209447
+internal_weight=66.8815 48.2762 18.6053 15.2932 12.2866 9.21267 6.34065 6.41635 5.48688 1.86699 32.9831 9.99976 22.9833 22.0747
+internal_count=537 218 319 43 32 26 16 81 51 34 175 46 129 113
+is_linear=0
+shrinkage=0.03
+
+
+Tree=26
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 8 7 7 2 7 1 1 0 7 1 7
+split_gain=15.5587 4.0309 1.74535 1.27452 0.746438 0.880141 1.30589 2.84182 0.709107 1.03501 1.00621 2.22339 0.669793 0.909437
+threshold=57.750000000000007 59.750000000000007 55.750000000000007 5.5000000000000009 0.47100000000000003 0.55500000000000016 61.250000000000007 0.63250000000000017 2.5000000000000004 5.5000000000000009 1150.0000000000002 0.71000000000000008 12.500000000000002 0.6100000000000001
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 12 -1 8 -3 -6 7 -7 -4 10 -10 -12 -2 -14
+right_child=1 4 3 -5 5 6 -8 -9 9 -11 11 -13 13 -15
+leaf_value=-0.036482822726074775 0.0038901727688950383 0.0084850265703624323 -0.036870475898562634 -0.037867903413034379 0.039557557911814763 -0.021400623511689865 0.036260290774521385 0.025330425358343848 0.022173392183865451 -0.01747850804877718 -0.043385448479738804 0.023673027096435758 -0.045607248336537745 0.013906732953788803
+leaf_weight=6.223398863803598 31.711592875421047 2.9483805373311034 0.95596091076731582 2.140899220481514 2.9498074054718009 1.6271595656871776 3.1358357071876526 4.1794856339693069 1.4692353010177597 5.6127617880702019 0.9316107705235479 0.85191300511360168 0.57168771326541801 0.38787487521767616
+leaf_count=140 162 11 16 66 6 7 7 12 5 74 15 3 10 3
+internal_value=3.56488e-10 0.0090323 -0.0235976 -0.0168941 0.0219974 0.0253475 0.0206601 0.0122353 -0.0123222 -0.00967521 0.00378969 -0.0113545 0.00314297 -0.0215505
+internal_weight=65.6976 47.5118 18.1858 11.9624 14.8407 11.8923 8.94248 5.80665 9.82148 8.86552 3.25276 1.78352 32.6712 0.959563
+internal_count=537 218 319 179 43 32 26 19 113 97 23 18 175 13
+is_linear=0
+shrinkage=0.03
+
+
+Tree=27
+num_leaves=15
+num_cat=0
+split_feature=6 7 0 7 0 7 0 7 7 1 6 8 7 6
+split_gain=2.15325 1.48687 2.54224 1.51339 4.51768 1.66645 1.20552 2.09458 1.66505 0.706 1.48041 1.57633 1.24073 0.868077
+threshold=0.21800000000000003 0.33500000000000002 950.00000000000011 0.35500000000000004 1255.0000000000002 0.39000000000000007 1375.0000000000002 0.41000000000000009 0.58750000000000002 2.5000000000000004 0.20250000000000004 5.5000000000000009 0.49000000000000005 0.032500000000000008
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=1 2 -1 4 -3 -5 8 -8 -2 10 11 -7 -13 -11
+right_child=6 3 -4 5 -6 9 7 -9 -10 13 -12 12 -14 -15
+leaf_value=0.026087312027121591 -0.013666632631349672 -0.033089247636250631 -0.036451779967647494 -0.043573426000921199 0.03761250974292249 -0.027253391386628148 0.046564441267894371 -0.023120898058398117 0.029543360972673384 0.0036738824167065831 0.042218308449905942 0.023546201642002211 -0.017394042599493155 -0.0050325389451763396
+leaf_weight=0.76530286669731085 0.96990543976426025 1.1465666554868215 2.4830721085891128 0.8624727800488462 2.7991051888093352 3.599456761032342 0.5250571966171268 1.4893472194671629 4.6530339475721121 24.007018982432783 0.44678163528442372 1.3395729800686242 1.3253992889076469 18.060535233467817
+leaf_count=2 10 14 53 8 10 46 1 15 25 145 1 5 20 182
+internal_value=-2.14512e-11 -0.00200975 -0.0217178 -0.000815072 0.0170674 -0.00223644 0.0149561 -0.00495732 0.02209 -0.00150554 -0.0105417 -0.0143045 0.00318495 -6.39776e-05
+internal_weight=64.4726 56.8353 3.24837 53.5869 3.94567 49.6412 7.63734 2.0144 5.62294 48.7788 6.71121 6.26443 2.66497 42.0676
+internal_count=537 486 55 431 24 407 51 16 35 399 72 71 25 327
+is_linear=0
+shrinkage=0.03
+
+
+Tree=28
+num_leaves=15
+num_cat=0
+split_feature=6 7 7 0 7 0 1 8 7 7 0 0 6 7
+split_gain=1.84412 1.44327 1.4052 2.34747 2.01082 4.03689 1.26364 1.43117 1.58502 1.96285 0.899454 0.770403 1.6327 0.766747
+threshold=0.20250000000000004 0.58750000000000002 0.33500000000000002 950.00000000000011 0.35500000000000004 1255.0000000000002 2.5000000000000004 5.5000000000000009 0.47100000000000003 0.49000000000000005 1150.0000000000002 1550.0000000000002 0.24250000000000002 0.51000000000000012
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 -2 3 -1 5 -4 7 -6 -9 -10 -11 -3 -13 -8
+right_child=1 11 4 -5 6 -7 13 8 9 10 -12 12 -14 -15
+leaf_value=0.024149785160030999 -0.0089907105709964175 0.024897897904649122 -0.030021207180380274 -0.036830730115900545 -0.0271856907963632 0.0373920094458823 0.0032774929452732376 -0.049742819129508987 0.042118206331499819 0.010537316085310462 -0.038087117690448202 0.032556003085071922 -0.032960457874764079 -0.0049345667359448862
+leaf_weight=0.7540332674980158 2.0767055060714465 5.2528171427547932 1.0916973389685143 2.3046378353610635 3.6901375763118258 2.9865810666233301 21.405995957553387 0.46329208556562695 1.0318932533264162 0.71811844408512093 0.65437485091388226 0.68123042210936524 0.68813605979084969 19.604002038948238
+leaf_count=2 18 30 14 52 49 10 153 5 2 6 14 3 8 171
+internal_value=-2.76076e-10 0.0128304 -0.00204022 -0.0217976 -0.000870118 0.0193464 -0.00260341 -0.014831 0.00106701 0.0108574 -0.0126458 0.0196734 -0.000367425 -0.000648116
+internal_weight=63.4037 8.69889 54.7048 3.05867 51.6461 4.07828 47.5678 6.55782 2.86768 2.40439 1.37249 6.62218 1.36937 41.01
+internal_count=537 59 478 54 424 24 400 76 27 22 20 41 11 324
+is_linear=0
+shrinkage=0.03
+
+
+Tree=29
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 7 6 7 1 1 1 1 7 1 7 0
+split_gain=15.061 4.02274 1.83632 0.881375 0.806187 0.793681 0.83466 1.3596 1.30197 0.689955 0.767767 1.1671 0.91034 1.7152
+threshold=57.750000000000007 59.750000000000007 56.750000000000007 0.47100000000000003 0.046500000000000007 0.72250000000000003 9.5000000000000018 10.500000000000002 4.5000000000000009 12.500000000000002 0.54500000000000015 2.5000000000000004 0.33500000000000002 1150.0000000000002
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 9 -1 -3 5 6 8 -8 -4 10 12 -12 13 -2
+right_child=1 3 4 -5 -6 -7 7 -9 -10 -11 11 -13 -14 -15
+leaf_value=-0.031062402440430254 0.021870201566171175 0.0070885149936898055 -0.0012744504012757781 0.026559263855487514 -0.024324999645924224 0.026789907815536054 0.044455129204009833 -0.02001434991011438 -0.052906546805768589 -0.022192796462941353 -0.034133349772511277 0.00096169778804907854 0.010289203157535067 -0.038670493634552119
+leaf_weight=11.166647846810521 0.73804619908333779 2.588979259133338 1.1441901382058857 10.908120661973951 2.3596347384154797 0.70314742997288693 0.57011744193732716 0.6087707644328475 0.71372952498495568 0.9299598578363647 0.91803524270653625 12.005304023623465 16.098585072904825 0.98099290765821934
+leaf_count=238 2 11 11 32 48 4 2 9 7 13 10 74 59 17
+internal_value=2.84264e-10 0.00911004 -0.0238316 0.0228244 -0.0105941 -0.00193089 -0.00858095 0.0111635 -0.0211092 0.00326542 0.00403557 -0.00153135 0.00807332 -0.0126782
+internal_weight=62.4343 45.168 17.2662 13.4971 6.09959 3.73996 3.03681 1.17889 1.85792 31.6709 30.741 12.9233 17.8176 1.71904
+internal_count=537 218 319 43 81 33 29 11 18 175 162 84 78 19
+is_linear=0
+shrinkage=0.03
+
+
+Tree=30
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 8 7 1 0 1 8 1 8 1 7 7
+split_gain=14.1522 3.86135 1.73158 0.789912 0.777056 0.764351 3.0941 3.00027 2.81479 1.87453 2.46318 1.72703 1.6507 1.61328
+threshold=57.750000000000007 59.750000000000007 56.750000000000007 5.5000000000000009 0.47100000000000003 6.5000000000000009 1450.0000000000002 9.5000000000000018 4.5000000000000009 8.5000000000000018 6.5000000000000009 4.5000000000000009 0.35500000000000004 0.66350000000000009
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 5 -1 -4 -3 8 7 9 12 10 -7 -10 -2 -9
+right_child=1 4 3 -5 -6 6 -8 13 11 -11 -12 -13 -14 -15
+leaf_value=-0.030576052958060252 0.039981092939124822 0.0074838382501014149 -0.00578118673688065 -0.037045215531968684 0.025952441556347319 -0.020626857658320025 -0.036256068603793039 0.019239418610923504 -0.025520072781403735 -0.049656375554855338 0.047113842428884688 0.0052122682482153475 0.010843479079909962 -0.02052916976364846
+leaf_weight=10.902692669071259 2.2055137120187345 2.5360187441110602 4.9918888937681904 0.85137793328613032 10.706135153770445 1.9838018249720328 2.042198095470666 7.0328151248395425 2.8728528432548037 1.1803612075746062 0.63862253725528706 3.8526908755302429 8.4697180390357953 1.0558960512280462
+leaf_count=238 6 11 51 30 32 20 19 30 28 9 2 14 37 10
+internal_value=1.68379e-10 0.00883333 -0.0235137 -0.0103364 0.0224155 0.00309341 -0.00214269 0.00371581 0.00728622 -0.0182614 -0.00413039 -0.00791522 0.0168633 0.014048
+internal_weight=61.3226 44.5766 16.746 5.84327 13.2422 31.3345 13.9337 11.8915 17.4008 3.80279 2.62242 6.72554 10.6752 8.08871
+internal_count=537 218 319 81 43 175 90 71 85 31 22 42 43 40
+is_linear=0
+shrinkage=0.03
+
+
+Tree=31
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 2 8 6 6 6 8 6 8 6 8 2
+split_gain=13.437 3.49862 1.62676 0.829519 0.757152 0.798801 0.679654 0.924855 1.14613 0.677484 0.618182 0.901853 0.589815 0.939974
+threshold=57.750000000000007 59.750000000000007 56.750000000000007 61.250000000000007 5.5000000000000009 0.072000000000000008 0.11250000000000002 0.24250000000000002 1.0000000180025095e-35 0.18850000000000003 1.5000000000000002 0.11850000000000001 3.5000000000000004 58.750000000000007
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 6 -1 10 5 -4 12 -8 -9 -7 -3 -12 -2 -14
+right_child=1 3 4 -5 -6 9 7 8 -10 -11 11 -13 13 -15
+leaf_value=-0.030074632359220012 0.013674552667396334 0.032889717067913 0.0027036147126576942 0.033767198550417245 -0.036791119510820106 -0.037423021885547719 -0.014832584754216213 0.032935151968535407 -0.014610179405407082 0.0021661181719805057 0.02723029736812058 0.0054846018713251461 -0.0040291767829407892 0.009297392784773378
+leaf_weight=10.638098455965521 5.8089248687028947 1.7774589955806712 3.2902512699365607 3.7114036679267874 0.83243608195334662 1.0515584480017421 3.7444549761712542 0.99591596424579598 0.84217865392565727 0.61747935786843289 2.6624023914337158 4.8309977650642395 9.3568968418985623 9.7031977698206884
+leaf_count=238 22 5 17 10 30 26 42 4 9 8 8 20 57 41
+internal_value=1.01395e-10 0.00874163 -0.0231094 0.0217819 -0.0103157 -0.00587169 0.00318225 -0.00627736 0.0111508 -0.0227766 0.0169838 0.0132108 0.00530573 0.00275517
+internal_weight=59.8637 43.4338 16.4298 12.9823 5.79173 4.95929 30.4516 5.58255 1.83809 1.66904 9.27086 7.4934 24.869 19.0601
+internal_count=537 218 319 43 81 51 175 55 13 34 33 28 120 98
+is_linear=0
+shrinkage=0.03
+
+
+Tree=32
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 2 1 7 6 6 0 7 0 7 1 0
+split_gain=12.6529 3.30531 1.53024 0.746903 0.704232 0.769768 0.67802 0.640765 0.884563 0.785558 1.52567 0.780652 1.20476 0.97011
+threshold=57.750000000000007 59.750000000000007 56.750000000000007 61.250000000000007 12.500000000000002 0.6100000000000001 0.046500000000000007 0.11250000000000002 1205.0000000000002 0.33500000000000002 1150.0000000000002 0.35500000000000004 2.5000000000000004 1325.0000000000002
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 4 -1 -3 7 -6 -4 9 -9 10 -2 -11 13 -13
+right_child=1 3 6 -5 5 -7 -8 8 -10 11 -12 12 -14 -15
+leaf_value=-0.029553236819684799 0.020671176180549079 0.016801630108049311 -0.0020912718575396634 0.032974299347545019 -0.044532482868242108 0.011248299897084873 -0.023439053756288145 -0.020206163342010783 0.0047076354126533602 0.026093312029038085 -0.038137878358699945 0.0079032716295772271 0.0081497846047609949 -0.035203650058973322
+leaf_weight=10.383091441355647 0.67330329120160104 9.051650404930113 3.5284418975934377 3.5891346186399451 0.56482478976249595 0.3675406388938427 2.1578851528465748 2.1720542870461932 3.1321216691285372 1.8628058582544351 0.96755513735115528 0.81958853825927036 18.553207535296679 1.1011216826736925
+leaf_count=238 2 33 33 10 10 3 48 26 26 4 17 5 73 9
+internal_value=-2.91654e-10 0.00851272 -0.0227022 0.0213936 0.0031237 -0.0225436 -0.0101925 0.00394098 -0.00549454 0.00602825 -0.0140064 0.0075 0.0058083 -0.0168094
+internal_weight=58.9243 42.8549 16.0694 12.6408 30.2141 0.932365 5.68633 29.2818 5.30418 23.9776 1.64086 22.3367 20.4739 1.92071
+internal_count=537 218 319 43 175 13 81 162 52 110 19 91 87 14
+is_linear=0
+shrinkage=0.03
+
+
+Tree=33
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 8 2 2 7 7 0 1 7 1 1 1
+split_gain=11.8746 3.17636 1.53514 1.0628 0.701592 0.658415 2.27368 1.00397 0.984913 1.44261 1.42175 1.37622 1.59359 1.45727
+threshold=57.750000000000007 59.750000000000007 55.750000000000007 5.5000000000000009 61.250000000000007 58.750000000000007 0.39000000000000007 0.74500000000000011 1255.0000000000002 11.500000000000002 0.47750000000000004 4.5000000000000009 6.5000000000000009 9.5000000000000018
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 5 -1 -4 -3 6 -2 -7 9 -8 -10 -12 -13 -14
+right_child=1 4 3 -5 -6 7 8 -9 10 -11 11 12 13 -15
+leaf_value=-0.035525987797357786 -0.042045370563989895 0.016574251900919736 -0.011261049850975702 -0.036451353673360214 0.032425772427628195 0.0091502120729424399 -0.019773406747825139 -0.020683726570839629 0.035344170235311979 0.022741676209780678 -0.027062156135330504 0.031374500295764683 -0.027820025606942935 0.010378676805255225
+leaf_weight=5.2262305933982125 1.1590468138456369 8.9405127540230733 8.6884378530085069 1.8238130286335934 3.4954397976398459 14.891480619087814 3.1854903921484938 1.089442592114209 1.3985685110092143 0.92742732167243946 1.1981640364974735 1.8384826481342313 1.3453787788748739 2.7081677746027708
+leaf_count=140 16 33 113 66 10 73 27 10 4 5 11 4 13 12
+internal_value=-4.71472e-10 0.00829797 -0.0222377 -0.0156314 0.0210297 0.00297441 -0.00183586 0.00711639 0.00186243 -0.0101866 0.00770036 0.00224751 0.00820773 -0.00229954
+internal_weight=57.9161 42.1776 15.7385 10.5123 12.436 29.7416 13.7607 15.9809 12.6017 4.11292 8.48876 7.09019 5.89203 4.05355
+internal_count=537 218 319 179 43 175 92 83 76 32 44 40 29 25
+is_linear=0
+shrinkage=0.03
+
+
+Tree=34
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 8 7 7 6 7 7 6 2 7 8 0
+split_gain=11.4785 2.94985 1.47212 0.989669 0.690228 0.728507 1.19646 1.0731 0.619535 0.544736 2.66646 1.08597 0.874522 1.06919
+threshold=57.750000000000007 59.750000000000007 55.750000000000007 5.5000000000000009 0.47100000000000003 0.55500000000000016 0.12950000000000003 0.69000000000000006 0.49000000000000005 0.060000000000000005 58.250000000000007 0.74500000000000011 1.5000000000000002 1325.0000000000002
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 9 -1 8 -3 -6 -7 -8 -4 -2 -11 12 -12 -14
+right_child=1 4 3 -5 5 6 7 -9 -10 10 11 -13 13 -15
+leaf_value=-0.035244317180547338 0.0059123837723902345 0.0061305165038336518 -0.029766333074414498 -0.036170222619209248 0.038138881025239109 -0.0034898576387499603 0.0088244830255931588 0.035706001583559278 -0.0079225062456768514 -0.039099658941753372 0.0172113818141072 -0.026036385328161098 0.0049996604280445204 -0.039813336625818443
+leaf_weight=5.0792859420180312 19.660089403390888 2.3802447766065589 1.3910526521503905 1.7453091386705626 2.4951650351285917 1.6085142046213148 2.1182501614093781 3.6215946823358536 7.305975005030632 1.5306700803339461 4.0717178732156754 0.94457377493381489 2.301065500825644 0.60519126802682865
+leaf_count=140 88 11 30 66 6 7 9 10 83 27 19 10 20 11
+internal_value=4.93806e-11 0.00825971 -0.0219972 -0.0155536 0.0206276 0.0241331 0.0193773 0.0257856 -0.0114163 0.00306684 -0.00285111 0.00415226 0.00823874 -0.00433208
+internal_weight=56.8587 41.3371 15.5216 10.4423 12.2238 9.84352 7.34836 5.73984 8.69703 29.1133 9.45322 7.92255 6.97797 2.90626
+internal_count=537 218 319 179 43 32 26 19 113 175 87 60 50 31
+is_linear=0
+shrinkage=0.03
+
+
+Tree=35
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 8 1 1 8 1 0 8 2 8 0 6
+split_gain=10.7926 2.8711 1.43449 0.944799 0.768835 0.819741 1.56392 2.94626 1.57958 2.36951 1.39245 1.1506 1.64143 1.07006
+threshold=57.750000000000007 59.750000000000007 55.750000000000007 5.5000000000000009 12.500000000000002 9.5000000000000018 4.5000000000000009 6.5000000000000009 1375.0000000000002 5.5000000000000009 59.250000000000007 5.5000000000000009 1255.0000000000002 1.0000000180025095e-35
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 4 -1 -4 5 6 7 13 -8 -10 11 12 -7 -2
+right_child=1 -3 3 -5 -6 10 8 -9 9 -11 -12 -13 -14 -15
+leaf_value=-0.034961192969853554 0.024035841426459488 0.020462161395326906 -0.011239296105882479 -0.035916885420206379 -0.024800269660299256 0.0050423856157259224 0.0012670258362305728 -0.039017762373400322 0.0010411035477556068 -0.047542198335493148 0.034196000316534816 0.016635678268167895 -0.048240814564494541 0.0041019060253595571
+leaf_weight=4.8958689998835316 4.6793133653700441 11.858182676136492 8.6251160819083434 1.6659948853775848 0.87210598587989707 1.7959369346499436 6.0680459942668659 1.0576167721301306 1.7682971395552158 1.8474192786961794 1.9312416166067121 3.2246568351984024 0.73259064927697171 5.0276447013020515
+leaf_count=140 14 43 113 66 13 10 41 12 11 20 7 12 6 29
+internal_value=1.73283e-10 0.00802542 -0.0215937 -0.0152343 0.00294085 0.00380081 0.000661535 0.0085306 -0.00808581 -0.0237821 0.0121545 0.00475552 -0.0103954 0.0137112
+internal_weight=56.05 40.8631 15.187 10.2911 29.0049 28.1328 20.4483 10.7646 9.68376 3.61572 7.68443 5.75318 2.52853 9.70696
+internal_count=537 218 319 179 175 162 127 55 72 31 35 28 16 43
+is_linear=0
+shrinkage=0.03
+
+
+Tree=36
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 1 7 7 0 1 7 2 7 1 0 2
+split_gain=10.3293 2.63579 1.3751 0.718732 0.94 0.899861 1.40852 0.858869 0.697066 0.664098 0.65444 1.12574 0.704412 0.703153
+threshold=57.750000000000007 59.750000000000007 55.750000000000007 12.500000000000002 0.54500000000000015 0.33500000000000002 1150.0000000000002 2.5000000000000004 0.56350000000000011 61.250000000000007 0.35500000000000004 4.5000000000000009 1450.0000000000002 58.750000000000007
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 3 -1 4 5 6 -2 -6 -9 -3 -7 13 -13 -12
+right_child=1 9 -4 -5 7 10 -8 8 -10 -11 11 12 -14 -15
+leaf_value=-0.034676970119884604 0.021995940563964863 0.01551475679378868 -0.015095128067441161 -0.023929617806178617 -0.032639983077254582 0.028479698114380964 -0.035927989802710038 -0.033387778398546966 0.0013714086249723106 0.031482619095413354 0.0019183976515766712 0.017606818350195622 -0.0054498131051155061 -0.029866504348785666
+leaf_weight=4.7213187534362069 0.62888699769974177 8.432865656912325 10.201093311421571 0.86435140296816726 0.79580160416662593 1.7136391550302494 0.94640945084393024 0.54650571569800277 10.411843091249464 3.2465996369719496 2.2992915622890009 7.7042019814252836 1.4109579361975191 0.86094681918621052
+leaf_count=140 2 33 179 13 10 4 17 8 66 10 13 27 9 6
+internal_value=3.53296e-10 0.00797013 -0.0212906 0.00300405 0.00385622 0.00869223 -0.0128037 -0.00254741 -0.000362073 0.0199534 0.0111129 0.00868848 0.0140378 -0.00674079
+internal_weight=54.7847 39.8623 14.9224 28.1828 27.3185 15.5643 1.5753 11.7542 10.9583 11.6795 13.989 12.2754 9.11516 3.16024
+internal_count=537 218 319 175 162 78 19 84 74 43 59 55 36 19
+is_linear=0
+shrinkage=0.03
+
+
+Tree=37
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 8 7 7 6 1 7 8 1 6 7 1
+split_gain=9.81891 2.48002 1.32983 0.88746 0.640187 0.696787 1.0793 0.630302 0.759806 1.1638 1.22816 0.905874 0.855117 1.2809
+threshold=57.750000000000007 59.750000000000007 55.750000000000007 5.5000000000000009 0.47100000000000003 0.55500000000000016 0.16050000000000003 12.500000000000002 0.54500000000000015 1.5000000000000002 8.5000000000000018 0.092000000000000012 0.33500000000000002 3.5000000000000004
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 7 -1 -4 -3 -6 -7 8 12 11 -11 -10 13 -2
+right_child=1 4 3 -5 5 6 -8 -9 9 10 -12 -13 -14 -15
+leaf_value=-0.034408506208043359 0.015038536012827012 0.0053131836185864485 -0.011049474737954902 -0.035526341882388589 0.037339817807490953 0.0051972835042987343 0.029077257844040128 -0.022523252324988037 0.023532487726574087 -0.022401621580417225 0.0042382121452921384 -0.0018000553864614935 0.010524333250648754 -0.039793621724303389
+leaf_weight=4.5586338918656102 0.74766742810607378 2.274999387562274 8.508064201101659 1.5808604490011919 2.3111277222633344 3.1044310480356216 3.7744071558117867 0.84575160034000774 2.1235967427492124 3.5447573773562908 2.7782583255320787 3.162232993170619 13.80007442086935 0.78706485591828823
+leaf_count=140 5 11 113 66 6 13 13 13 6 38 16 24 59 14
+internal_value=1.19802e-10 0.00782149 -0.020961 -0.0148848 0.0195612 0.0230883 0.0183002 0.00297808 0.00377856 -0.00201158 -0.0106964 0.00837736 0.00816184 -0.0130813
+internal_weight=53.9019 39.2544 14.6476 10.0889 11.465 9.18997 6.87884 27.7894 26.9437 11.6088 6.32302 5.28583 15.3348 1.53473
+internal_count=537 218 319 179 43 32 26 175 162 84 54 30 78 19
+is_linear=0
+shrinkage=0.03
+
+
+Tree=38
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 8 2 8 6 2 0 7 6 2 2 7
+split_gain=9.2888 2.38779 1.28784 0.857064 0.658462 0.527901 0.79721 0.514037 1.00855 0.501442 0.542334 0.983392 0.482038 1.84874
+threshold=57.750000000000007 59.750000000000007 55.750000000000007 5.5000000000000009 61.250000000000007 1.5000000000000002 0.11850000000000001 60.250000000000007 1550.0000000000002 0.49000000000000005 0.032500000000000008 57.250000000000007 58.750000000000007 0.39000000000000007
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 12 -1 9 5 -3 -7 -8 -9 -4 -11 -12 13 -2
+right_child=1 4 3 -5 -6 6 7 8 -10 10 11 -13 -14 -15
+leaf_value=-0.034146602261352216 -0.039204864056366813 0.031220913501192122 -0.027783460957349224 -0.03533205457865711 0.031129964823097937 0.025340986023299622 -0.0076663078336406294 -0.0070215203529552898 0.031968169676345068 -0.0029358648959106081 -0.037810777723067124 0.0096485507179181456 0.0065106494074201587 0.0020518477166748678
+leaf_weight=4.3951834859326473 1.0685892831534172 1.4544424563646297 1.3328196592628936 1.5264156702905882 3.0703310295939437 2.3572933375835419 1.9687267690896986 1.1607490479946139 1.2295893728733061 5.317742982879281 1.1863649394363163 0.58754148893058289 14.961694257333873 11.471331438049672
+leaf_count=140 16 5 30 66 10 8 9 7 4 43 33 7 83 76
+internal_value=7.63109e-11 0.00763609 -0.0206219 -0.0146482 0.0192853 0.0148345 0.011286 0.00368534 0.0130348 -0.0109005 -0.00772749 -0.0220916 0.00287452 -0.00146384
+internal_weight=53.0888 38.7427 14.3461 9.95088 11.2411 8.1708 6.71636 4.35907 2.39034 8.42447 7.09165 1.77391 27.5016 12.5399
+internal_count=537 218 319 179 43 33 28 20 11 113 83 40 175 92
+is_linear=0
+shrinkage=0.03
+
+
+Tree=39
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 8 7 7 2 7 6 7 6 2 2 6
+split_gain=8.86975 2.31183 1.21733 0.801959 0.638067 0.63558 1.1069 1.66048 0.95085 0.483906 0.485499 0.853278 0.456424 1.53689
+threshold=57.750000000000007 59.750000000000007 55.750000000000007 5.5000000000000009 0.47100000000000003 0.49000000000000005 61.250000000000007 0.63250000000000017 0.16050000000000003 0.49000000000000005 0.032500000000000008 57.250000000000007 58.750000000000007 0.072000000000000008
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 12 -1 9 -3 -6 7 -7 -9 -4 -11 -12 13 -2
+right_child=1 4 3 -5 5 6 -8 8 -10 10 11 -13 -14 -15
+leaf_value=-0.033848349575870566 0.0035688281449110862 0.0049232225488408344 -0.028061135540270416 -0.035126251880693897 0.040273672977985571 -0.01607181448117986 0.03471759590358707 0.0030103855273756119 0.036690841040169578 -0.0034593111661750092 -0.037225075944861158 0.0078354864202299437 0.0063402705053425771 -0.023620990850719691
+leaf_weight=4.2496232418343416 10.147093374282123 2.2664503008127204 1.2655930500477532 1.4569269763305772 1.5407067835330943 1.4723578244447706 2.5866885036230087 1.2958708554506304 1.8054305911064146 5.3211538903415203 1.114234549924731 0.57256912067532528 14.890864029526709 2.293966455385088
+leaf_count=140 54 11 30 66 4 8 8 6 6 43 33 7 83 38
+internal_value=-1.93396e-10 0.00746569 -0.0204528 -0.0146025 0.0191012 0.0227942 0.0190332 0.0101626 0.0226175 -0.0109883 -0.0079051 -0.0219297 0.00279671 -0.00144461
+internal_weight=52.2795 38.2994 13.9801 9.73048 10.9675 8.70105 7.16035 4.57366 3.1013 8.27355 7.00796 1.6868 27.3319 12.4411
+internal_count=537 218 319 179 43 32 28 20 12 113 83 40 175 92
+is_linear=0
+shrinkage=0.03
+
+
+Tree=40
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 7 1 7 8 1 7 7 1 7 7 6
+split_gain=8.45199 2.27582 1.16504 0.604671 0.572506 0.665311 0.970971 1.08285 0.751851 0.664172 1.17106 0.57741 0.569265 0.882738
+threshold=57.750000000000007 59.750000000000007 56.750000000000007 0.47100000000000003 12.500000000000002 0.54500000000000015 1.5000000000000002 8.5000000000000018 0.6100000000000001 0.33500000000000002 3.5000000000000004 0.6100000000000001 0.55500000000000016 0.16050000000000003
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 4 -1 -3 5 9 -7 -8 -9 10 -2 -6 -5 -14
+right_child=1 3 -4 12 11 6 7 8 -10 -11 -12 -13 13 -15
+leaf_value=-0.027035093985600177 0.015256748684373163 0.0051968841479446718 -0.0089230382539471666 0.03656978726290476 -0.042459435579116689 0.0074886483294969641 -0.021465669337982676 -0.018499873135003984 0.014884344688239213 0.0097095630472840803 -0.038517093700285894 0.0094434622627302522 0.0061790213118873656 0.028699838534933058
+leaf_weight=8.5222461847588402 0.72972129285335963 2.2169566527009001 5.1145082814618936 2.0464720577001554 0.49249472469091315 5.2438502535223943 3.380745405331254 0.90534261986613307 1.8433153275400398 13.523259658366442 0.72821794264018536 0.31711577251553535 2.8959188014268875 3.4119459763169289
+leaf_count=238 5 11 81 6 10 30 38 5 11 59 14 3 13 13
+internal_value=-3.32848e-10 0.00731507 -0.0202421 0.0191251 0.00271904 0.00348239 -0.00198824 -0.0100959 0.00388838 0.00763552 -0.0116024 -0.0221296 0.0228211 0.0183606
+internal_weight=51.3721 37.7354 13.6368 10.5713 27.1641 26.3545 11.3733 6.1294 2.74866 14.9812 1.45794 0.80961 8.35434 6.30786
+internal_count=537 218 319 43 175 162 84 54 16 78 19 13 32 26
+is_linear=0
+shrinkage=0.03
+
+
+Tree=41
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 8 2 1 1 6 1 7 1 1 1 7
+split_gain=7.89057 2.16575 1.16948 0.761179 0.556623 0.539531 0.574188 0.582459 0.57881 0.782157 0.658298 1.22622 0.521638 0.535377
+threshold=57.750000000000007 59.750000000000007 55.750000000000007 5.5000000000000009 61.250000000000007 12.500000000000002 2.5000000000000004 0.032500000000000008 3.5000000000000004 0.56350000000000011 9.5000000000000018 5.5000000000000009 12.500000000000002 0.6100000000000001
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=2 12 -1 5 -3 6 -4 8 -8 10 11 -10 -2 -14
+right_child=1 4 3 -5 -6 -7 7 -9 9 -11 -12 -13 13 -15
+leaf_value=-0.033410195929745853 0.0033233864900550072 0.014523325058466091 -0.032939532720920491 -0.0348186926781913 0.030223759618175368 -0.042485996250513844 0.028694091904058604 -0.019143221523883369 0.0069752129715331323 -0.031598878996589044 0.019022116295791185 -0.042749358078569596 -0.041836154853704996 0.008845963472159964
+leaf_weight=3.9881000332534304 26.315186912193898 7.5486712083220464 0.78163146972656061 1.3531072018668044 2.7809580937027931 0.44776973500847805 0.55830450356006611 2.0487023424357176 1.4734626635909087 0.74899840727448452 1.3031597286462782 0.64030823297798622 0.46862895973026653 0.31278379261493683
+leaf_count=140 162 33 16 66 10 9 3 51 7 10 5 12 10 3
+internal_value=3.8206e-10 0.00706188 -0.0198073 -0.0140086 0.0187502 -0.0104898 -0.00859334 -0.00578367 9.80827e-06 -0.00383437 0.00225167 -0.00808747 0.00260611 -0.0215491
+internal_weight=50.7698 37.4262 13.3435 9.35544 10.3296 8.00234 7.55457 6.77294 4.72423 4.16593 3.41693 2.11377 27.0966 0.781413
+internal_count=537 218 319 179 43 113 104 88 37 34 24 19 175 13
+is_linear=0
+shrinkage=0.03
+
+
+Tree=42
+num_leaves=15
+num_cat=0
+split_feature=2 2 2 6 7 7 0 2 8 7 7 8 7 6
+split_gain=7.46691 2.66101 0.846754 1.77376 1.72992 1.20915 0.983654 0.822624 0.786199 0.761108 0.815649 0.705813 2.58601 0.612932
+threshold=56.750000000000007 59.750000000000007 58.750000000000007 0.072000000000000008 0.39000000000000007 0.74500000000000011 1550.0000000000002 59.250000000000007 3.5000000000000004 0.43250000000000005 0.6100000000000001 1.0000000180025095e-35 0.65500000000000014 0.24250000000000002
+decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2
+left_child=-1 2 3 4 -2 13 -5 -7 -8 -6 -11 -12 -13 -4
+right_child=1 -3 5 6 9 7 8 -9 -10 10 11 12 -14 -15
+leaf_value=-0.026505521470579135 -0.035566293084035902 0.018430631854846287 0.0066864243670990108 -0.032297941961030328 0.029272210172145357 -0.046762146594278846 0.018441821857758924 0.0034978178208211986 -0.035428905444733497 -0.0034097123041370485 0.030408427647974048 0.028812143497610482 -0.035893030316649172 0.02988723050187396
+leaf_weight=8.0315273934975249 1.053361177444464 10.162611268460749 12.471296610310672 2.583363244310021 1.022562907077371 0.62282098084688076 0.76701716706156708 0.55360660329461098 0.35744486190378666 7.5871243113651854 1.4153910577297213 1.4245436824858191 0.91164860036224116 1.1165757551789273
+leaf_count=238 17 43 67 62 7 4 7 6 12 45 4 5 14 6
+internal_value=-2.80828e-10 0.00506262 0.000802103 -0.0037375 0.00133889 0.00606678 -0.0221035 -0.0231107 0.00131735 0.00448375 0.00224825 0.0136908 0.00356235 0.00859294
+internal_weight=50.0809 42.0494 31.8868 17.1225 13.4146 14.7643 3.70783 1.17643 1.12446 12.3613 11.3387 3.75158 2.33619 13.5879
+internal_count=537 299 256 173 92 83 81 10 19 75 68 23 19 73
+is_linear=0
+shrinkage=0.03
+
+
+end of trees
+
+feature_importances:
+weight=159
+recent_form_score=129
+barrier=99
+career_win_rate=90
+condition_encoded=77
+distance=48
+
+parameters:
+[boosting: gbdt]
+[objective: lambdarank]
+[metric: ndcg]
+[tree_learner: serial]
+[device_type: cpu]
+[data_sample_strategy: bagging]
+[data: ]
+[valid: ]
+[num_iterations: 500]
+[learning_rate: 0.03]
+[num_leaves: 15]
+[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: 0.8]
+[pos_bagging_fraction: 1]
+[neg_bagging_fraction: 1]
+[bagging_freq: 0]
+[bagging_seed: 400]
+[bagging_by_query: 0]
+[feature_fraction: 0.8]
+[feature_fraction_bynode: 1]
+[feature_fraction_seed: 30056]
+[extra_trees: 0]
+[extra_seed: 12879]
+[early_stopping_round: 0]
+[early_stopping_min_delta: 0]
+[first_metric_only: 0]
+[max_delta_step: 0]
+[lambda_l1: 0]
+[lambda_l2: 0]
+[linear_lambda: 0]
+[min_gain_to_split: 0]
+[drop_rate: 0.1]
+[max_drop: 50]
+[skip_drop: 0.5]
+[xgboost_dart_mode: 0]
+[uniform_drop: 0]
+[drop_seed: 17869]
+[top_rate: 0.2]
+[other_rate: 0.1]
+[min_data_per_group: 100]
+[max_cat_threshold: 32]
+[cat_l2: 10]
+[cat_smooth: 10]
+[max_cat_to_onehot: 4]
+[top_k: 20]
+[monotone_constraints: ]
+[monotone_constraints_method: basic]
+[monotone_penalty: 0]
+[feature_contri: ]
+[forcedsplits_filename: ]
+[refit_decay_rate: 0.9]
+[cegb_tradeoff: 1]
+[cegb_penalty_split: 0]
+[cegb_penalty_feature_lazy: ]
+[cegb_penalty_feature_coupled: ]
+[path_smooth: 0]
+[interaction_constraints: ]
+[verbosity: 1]
+[saved_feature_importance_type: 0]
+[use_quantized_grad: 0]
+[num_grad_quant_bins: 4]
+[quant_train_renew_leaf: 0]
+[stochastic_rounding: 1]
+[linear_tree: 0]
+[max_bin: 255]
+[max_bin_by_feature: ]
+[min_data_in_bin: 3]
+[bin_construct_sample_cnt: 200000]
+[data_random_seed: 175]
+[is_enable_sparse: 1]
+[enable_bundle: 1]
+[use_missing: 1]
+[zero_as_missing: 0]
+[feature_pre_filter: 1]
+[pre_partition: 0]
+[two_round: 0]
+[header: 0]
+[label_column: ]
+[weight_column: ]
+[group_column: ]
+[ignore_column: ]
+[categorical_feature: ]
+[forcedbins_filename: ]
+[precise_float_parser: 0]
+[parser_config_file: ]
+[objective_seed: 16083]
+[num_class: 1]
+[is_unbalance: 0]
+[scale_pos_weight: 1]
+[sigmoid: 1]
+[boost_from_average: 1]
+[reg_sqrt: 0]
+[alpha: 0.9]
+[fair_c: 1]
+[poisson_max_delta_step: 0.7]
+[tweedie_variance_power: 1.5]
+[lambdarank_truncation_level: 30]
+[lambdarank_norm: 1]
+[label_gain: ]
+[lambdarank_position_bias_regularization: 0]
+[eval_at: 1,2,3]
+[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:[]