tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=15
objective=lambdarank
feature_names=proteinsolver_core_score_mut proteinsolver_interface_score_mut protbert_core_score_mut protbert_core_score_change proteinsolver_core2interface_score_wt protbert_core_features_protein_wt_7_pc protbert_core_features_residue_wt_4_pc protbert_core_features_residue_change_0_pc protbert_core_features_residue_change_1_pc protbert_interface_features_protein_wt_2_pc protbert_interface_features_protein_wt_3_pc protbert_interface_features_protein_change_1_pc protbert_interface_features_protein_change_6_pc protbert_interface_features_protein_change_7_pc protbert_core2interface_features_residue_wt_7_pc protbert_core2interface_features_residue_wt_9_pc
feature_infos=[1.7579040445525607e-08:0.99957984685897827] [2.6228285321394651e-08:0.99922597408294678] [1.9831649922252836e-07:0.99952268600463867] [-0.99945269214367727:0.99945269214367727] [-0.83338408172130585:0.94876820966601372] [-0.76358132155742686:0.80767350639326341] [-1.9413662227434518:2.6848867536476808] [-2.1252915226298748:2.1252915226298748] [-2.2081074222896802:2.2081074222896802] [-0.85832338556946508:1.1718689969858578] [-0.60579645721693443:1.2629317243331541] [-0.8690734758954417:0.8690734758954417] [-0.25305914240621502:0.25305914240621502] [-0.22183776132229402:0.22183776132229402] [-1.7917834866205615:2.371004200421948] [-1.6395565087085668:1.6639171406380997]
tree_sizes=3999 3998 3994 4021 4022 4015 4014 4009 4008 3996 4021 4029 4019 4043 4067 4043 4040 4031 4049 4018 4048 4037 4043 4053 4042 4058 4050 4058 4055 4065 4079 4038 4083 4059 4077 4080 4085 4086 4038 4049 4048 4065 4061 4039 4087 4048 4079 4076 4071 4089 4085 4039 4032 4059 4075 4065 4065 4064 4053 4081 4056 4061 4059 4091 4086 4066 4077 4034 4100 4099 4092 4080 4087 4051 4070 4086 4038 4071 4064 4073 4045 4066 4105 4083 4058 4066 4076 4063 4079 4065 4069 4067 4060 4052 4081 4083 4045 4069 4062 4094

Tree=0
num_leaves=36
num_cat=0
split_feature=2 2 2 4 4 8 2 8 2 10 10 4 8 6 8 10 10 10 10 7 11 10 6 2 4 10 10 10 7 2 10 4 10 2 10
split_gain=636.949 113.905 106.34 34.9847 34.456 18.3719 15.4956 11.2181 7.77121 7.2894 10.7997 6.40264 5.76255 4.62195 4.46898 4.32818 8.97745 3.76377 3.57484 3.29621 3.31214 3.29233 3.26268 2.74071 2.59242 2.54382 10.6029 4.69742 2.91255 2.53796 2.38711 2.37352 2.80802 2.26939 2.12312
threshold=0.061563856899738319 0.011165643576532604 0.55831882357597362 0.0044676754623651513 0.027149347588419918 0.059405463997039977 0.0017350217676721515 -0.055934346635540852 0.90675050020217907 0.68616721963547589 0.68556091571553113 0.057816371321678169 -0.0095941250819780739 -0.61259076616738584 0.23679740622737414 0.034183567252230228 -0.063758888514185152 -0.45095191509853044 -0.063603511907124294 0.3400323968717317 0.024031354335192576 -0.063758737991832751 -0.85213168243973947 0.018039708025753502 0.00026302505284547811 0.68556091571553113 0.68616721963547589 0.70900606260725618 0.30738708122859887 0.13069487363100055 0.55613264659122341 0.0098277665674686449 -0.063758737991832751 0.02688554581254721 0.68556091571553113
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 5 15 -1 22 -4 10 13 17 31 -9 24 16 19 -5 -14 20 -2 -18 23 -3 -7 30 -27 -28 -29 -6 -17 32 -8 -24 -20
right_child=2 3 8 11 29 14 12 9 -10 -11 -12 -13 18 -15 -16 25 21 -19 34 -21 -22 -23 33 -25 -26 26 27 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.16517744882222737 -0.027489911302832615 -0.15858667095111195 -0.10897775181666725 -0.12601164882912319 0.09488225126100297 -0.077669885253059234 0.12963389678932194 -0.077674566456883545 -0.14825509269898526 -0.09821346398140611 0.15988167705892445 0.12931727206860297 0.10723538047506016 -0.0055322075099522626 -0.11769027656578435 -0.041749589844759065 0.11904920573898299 0.070949384561336648 -0.0085892820887456603 -0.083696680398189005 0.10084820791875278 0.023117513313162107 0.087996202678732149 0.03254482992334376 -0.030586201849579549 0.13585592834540181 -0.12844363560954838 -0.038028485140762257 0.13725089852306877 0.028508507262672445 -0.12010000270631004 0.14875978916662533 0.071014808790723208 0.034333434350378778 0.098090722835165955
leaf_weight=131.31709728829446 32.956899079468712 1.3375225963536643 81.992821937745248 0.9994113517459472 17.645349715734486 56.397176162688993 21.552535371913109 10.741984308784593 130.62639768372173 10.437471936107611 3.6105418875813475 28.589006811278523 8.4517213450162689 51.250873347293236 24.153107841993915 8.0088578368013277 4.1939050948713001 33.195324691747373 7.332505407597635 10.42548951556091 2.1416083706426425 24.340457409663941 13.590067098586585 1.708632892463356 14.753140216853351 3.3167051156051448 6.0236522308550757 4.7680067113833502 1.1832734070485456 8.5535011571773776 7.5584523442666969 23.127576542057795 13.162659058580173 18.758241057796113 2.5021656241442543
leaf_count=12450 3722 39 6492 62 2179 4726 2485 1020 7751 575 330 3372 983 5479 1706 1276 475 4027 713 847 209 2432 1490 166 1580 276 332 405 88 1059 459 2610 1261 1989 222
internal_value=0 0.0943038 -0.0823214 0.0346917 -0.0346299 -0.048741 0.144368 0.00105579 -0.133108 -0.0205909 -0.00824119 0.0943923 0.108472 -0.0180329 -0.0805238 -0.0198706 -0.00675969 0.0651928 0.0595405 -0.0343244 -0.0196591 0.0372173 0.0475612 -0.0513782 -0.067907 -0.0513354 -0.0223665 -0.0661895 -0.00317826 0.0732123 -0.0797913 0.123942 0.107408 0.0568781 0.0185526
internal_weight=0 381.665 439.039 174.219 226.42 200.221 207.446 111.435 212.619 76.0409 65.6034 62.7837 76.1292 61.9929 95.3034 104.917 74.0584 34.1947 18.2864 45.524 35.0985 28.5344 35.3945 3.04616 71.1503 30.8589 15.2916 11.9749 5.95128 26.1989 15.5673 57.8428 34.7152 32.3483 9.83467
internal_count=75287 39273 36014 18549 21771 18533 20724 11088 14243 7404 6829 7461 8274 6499 8012 10521 7685 4089 1918 4778 3931 2907 3684 205 6306 2836 1101 825 493 3238 1735 6356 3746 3479 935
shrinkage=0.1


Tree=1
num_leaves=36
num_cat=0
split_feature=1 1 1 1 9 1 1 7 5 10 10 10 5 1 7 15 9 9 5 7 1 9 7 9 12 9 1 10 10 7 15 11 9 5 12
split_gain=886.625 151.183 119.456 34.0543 27.1985 32.5324 24.427 21.1916 16.8872 13.3652 11.244 10.0902 9.51342 8.6184 8.4726 8.28034 8.23861 13.401 13.7358 7.56836 7.55489 7.35532 6.52746 6.523 6.12129 5.88251 5.48666 4.85338 4.8209 5.45774 4.78988 4.44921 4.44879 4.1655 4.10562
threshold=0.035353718325495727 0.001233523653354496 0.10741145908832551 0.32563234865665441 0.11822174199589564 0.0082506122998893278 9.4895520305726691e-05 0.078119721930479544 -0.063918118103168664 0.016858348647898945 -0.068805035965269282 0.014267543223269534 -0.064869743693363568 0.00028675899375230079 0.080454026496600856 1.0232806750901762 -0.19421047379619683 -0.42447059611136456 -0.11176237912435687 -0.28546658359422439 0.015726832672953609 0.6818608616655969 0.057029964588185919 0.12529450929289079 -0.0074383313416563112 -0.12158698613540549 0.013545521534979345 -0.19654991179956058 0.83107731635890747 -0.41731436327870403 -0.95427119106755243 -0.0039964555278111918 -0.42526974728621642 0.16545979999569896 -0.0040444877197315602
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 14 5 25 30 27 12 10 -8 15 20 -12 34 19 17 18 -7 -10 31 -16 28 -21 -19 33 -13 -2 -18 -30 -1 -6 -29 -3 -4
right_child=2 4 3 -5 8 16 9 -9 11 -11 13 26 -14 -15 21 -17 22 24 -20 23 -22 -23 -24 -25 -26 -27 -28 32 29 -31 -32 -33 -34 -35 -36
leaf_value=0.024999170003880213 0.0081272073828781242 0.067550448122219942 -0.088757273114816987 -0.12632868251795673 0.11294533980272435 -0.15711868384900468 0.095544625393843563 -0.062828719036357492 -0.049900511142431471 0.1188129110889693 0.079438410724410199 0.089718051609371796 0.16365561485391289 0.037455775519881072 -0.10840691171096753 0.10368421598587373 0.051465291730476731 -0.067350235620363949 0.076591781678250134 -0.14017299937402147 -0.01013922959792867 -0.035005169361970213 -0.003524895882660679 -0.0050570213277672995 -0.0077446152618177826 0.090357494860750731 -0.0058972035698026323 -0.12312305047222144 -0.15512754316315513 0.019006155731490466 0.11996176959189163 0.03776886143609702 -0.019941509349684014 0.032303490935982428 -0.057506447994053793
leaf_weight=5.4480630322359493 71.359111098805442 101.92801032844 58.042728508356959 264.98519905167632 12.502453842200337 2.7767133400775519 92.317318513523787 132.81204104557401 54.950923289638013 58.442963095614687 79.358885052846745 15.233472171006726 6.533809059765189 127.3896037559025 107.85839019471314 5.7951610181480637 95.146005630725995 23.276577380485833 26.656414111144841 3.6439837999641886 21.586036812630482 15.630082398187367 38.775596444495022 183.44225663598627 66.317666825139895 73.88358397083357 9.9027253934182209 4.2641052380204192 2.3354122070595622 7.8494368065148574 211.94749282766134 21.259329220862128 208.55855668813456 49.96530828718096 152.47289668838494
leaf_count=80 2346 2291 2519 13988 256 83 1733 5482 1490 985 1265 383 211 2244 5066 82 2642 697 694 274 554 827 1327 5302 1819 1638 347 156 40 274 3180 436 7540 840 6196
internal_value=0 0.0517937 -0.0709493 -0.0995591 0.024328 0.0393657 0.0911484 -0.0298528 0.00237154 0.0750746 0.0665273 -0.00832093 0.0495375 0.0535705 -0.0783212 -0.0144439 0.0154714 -0.00399823 0.0545436 -0.0172723 0.0360659 -0.0991164 0.0315526 -0.00768875 -0.0232302 0.0672136 0.0520492 -0.0144416 0.0444658 -0.0209232 0.117582 0.0656077 -0.0220089 0.055956 -0.0661228
internal_weight=0 1398.67 1015.98 598.989 823.761 488.911 574.904 416.994 334.85 357.509 299.066 272.969 61.8816 206.748 334.004 247.832 263.134 119.027 29.4331 242.037 55.3478 123.488 144.106 187.086 89.5942 225.777 25.1362 284.182 105.331 10.1848 217.396 33.7618 212.823 151.893 210.516
internal_count=75287 31167 44120 28596 21680 12345 9487 15524 9335 6227 5242 7878 1457 3509 14608 7148 7576 3293 777 7066 1246 5893 4283 5576 2516 4769 730 10042 2956 314 3260 692 7696 3131 8715
shrinkage=0.1


Tree=2
num_leaves=36
num_cat=0
split_feature=2 2 0 2 0 2 8 8 6 0 8 0 8 9 9 9 0 2 9 9 9 8 0 2 6 0 12 8 2 0 9 7 9 15 9
split_gain=774.498 234.962 65.4272 53.8975 28.5853 20.4547 16.5513 15.6119 14.0983 10.0414 9.37984 7.94607 7.50499 10.2762 6.73421 6.19089 6.33172 5.935 5.79889 5.75708 5.29249 4.99075 4.82375 4.32117 4.253 4.10347 3.93687 3.91706 3.58608 3.32728 3.22844 4.12161 3.94775 3.17841 3.1246
threshold=0.081190075725317015 0.0026502488180994992 0.0092003275640308874 0.26823882758617407 0.12448447942733766 0.00045842614781577146 0.04923258613731811 -0.11816103263746364 -0.30519758853100692 0.010932674165815117 -0.16151542175676933 0.00031185068655759102 0.15611503060613743 -0.21605607731703191 0.07033595950073411 0.85617956675140727 0.020925441756844524 0.023146738298237327 -0.19421047379619683 -0.28320185119268532 0.85628955194357415 0.046237752052176007 0.0006507151119876654 0.77966150641441356 -0.30519758853100692 0.007627869490534068 -0.0029705290399587403 -0.075543140024738636 0.023146738298237327 0.0055062104947865018 0.10138062912395342 -0.068145409355494888 -0.25503116938073683 -0.10582101842597867 -0.28822179888474431
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 6 7 11 9 18 -3 24 34 -1 15 -14 -10 16 -9 27 26 29 -17 -11 -16 -5 -2 -8 -4 -6 -20 -13 32 -32 -12 -23 -7
right_child=3 2 4 23 17 10 25 12 14 21 30 19 13 -15 22 20 -18 -19 28 -21 -22 33 -24 -25 -26 -27 -28 -29 -30 -31 31 -33 -34 -35 -36
leaf_value=0.11025327557387501 0.10868488889963526 0.086896252706287105 -0.060640708140053956 -0.11362595356290701 0.022985210375106212 0.02941562647093935 0.030885454391311792 0.018295704210570366 0.057348470226197684 -0.052498949311846455 0.012790137919053266 0.073030800138597821 0.058304926278570125 -0.09504903755900794 0.059237229812934014 -0.086812534188735746 -0.01619237049437422 -0.083568253228758188 0.06075941173674311 0.09133855298312786 0.047535683014281516 0.14353692664642576 -0.01442056509623986 -0.13742811088117626 -0.019743449474506843 -0.1016992189519034 0.02583027846984691 -0.067386103532960082 0.016336857763823882 0.010517088964238558 -0.0060251899547359563 0.051537335288990085 0.076167311295204029 -0.033224756618404114 0.086336396886705399
leaf_weight=243.83320888970047 5.9955808762460947 76.670033642556518 10.392957222182305 126.06599007954355 9.9849518358241784 10.748712667264043 2.4051140770316115 70.21702370676212 43.795535935787484 112.53823045245372 14.278142245952038 19.548752092756331 5.4096087978687164 22.72834309656173 11.707227491773663 17.398242550902072 220.0869975091191 66.063879716210067 44.302153893513605 140.06252432940528 3.5265654565300784 2.1541909757070243 36.959334393264726 193.10620341333561 4.5243249214254302 79.327503800275736 10.671291244449092 9.2296256135450658 30.810723231406882 15.083398869726805 27.807720686076209 22.506973335519433 31.537101476220414 1.927464382839388 93.827003347687423
leaf_count=2723 166 2162 514 8270 578 409 113 2754 1512 6447 514 570 222 971 404 838 10422 3799 1816 3998 222 55 1785 10691 226 4873 489 580 1346 698 1035 720 822 89 2454
internal_value=0 0.0412865 0.00115227 -0.102182 -0.0163961 0.0860044 -0.0626887 -0.00602965 0.0551904 -0.0401186 0.0597591 0.0985904 -0.0161086 -0.0655663 0.0288998 -0.0116371 -0.0078506 -0.0693409 0.0295344 0.0823116 -0.0641701 -0.0485592 0.00329855 -0.128027 0.0534514 -0.0977977 -0.0168339 -0.0204242 0.0425376 0.0458041 0.0372113 0.0197239 0.0564161 0.0600654 0.0804859
internal_weight=0 1309.19 689.954 528.045 520.822 619.234 208.872 435.544 169.132 127.14 200.706 418.528 339.367 28.138 92.4621 311.229 290.304 85.2785 96.1771 174.695 20.9248 116.62 48.6666 319.172 10.5199 81.7326 21.0642 19.2146 75.1129 34.6322 96.1299 50.3147 45.8152 4.08166 104.576
internal_count=75287 44357 30414 30930 24551 13943 11969 19594 5863 6983 5954 7989 15429 1193 3701 14236 13176 4957 4165 5266 1060 6591 2189 18961 392 4986 1003 1158 3162 1268 3091 1755 1336 144 2863
shrinkage=0.1


Tree=3
num_leaves=36
num_cat=0
split_feature=0 4 0 0 4 4 11 13 0 4 6 10 6 13 4 7 4 10 13 4 15 10 13 15 10 10 4 15 15 15 15 13 10 10 0
split_gain=498.988 162.661 65.079 29.4131 13.7168 10.4904 9.69709 7.41101 6.18699 5.86824 5.08213 4.47253 4.36584 5.97648 3.94162 3.74492 3.42612 4.39649 4.17226 3.25314 3.3553 3.31886 2.85024 2.82152 2.60198 3.95681 3.1266 2.95799 2.93161 3.01865 2.43017 2.42764 2.20238 2.95944 2.53876
threshold=0.0092003275640308874 0.040254608727991588 0.10649767890572549 0.0006507151119876654 0.14373120199888947 0.057816371321678169 0.00017035151848593153 -0.0018136840703700783 0.30193924903869634 0.0033054267987608914 -0.40727976042649905 -0.12284162676690823 0.14895427015004084 -0.0023731666644993955 0.0031400555744767193 0.078119721930479544 -0.086428377777338014 0.85477950181890006 -0.010055865331214279 -0.026469974778592583 0.10574455966562719 0.68616721963547589 0.00063969225476401173 -0.078088097815574103 -0.024945837016783396 -0.063758888514185152 0.00087160221301019203 0.27637270003090436 -0.22014275214879742 -0.021019771926956376 -0.91385760381635206 -0.0042688626261584333 -0.19654991179956058 -0.18153569663181132 0.06106186471879483
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 6 12 15 7 14 -5 22 19 -9 -12 30 -14 16 -3 17 -2 -18 20 21 -8 -4 -13 25 -15 28 -27 -26 -30 -1 -21 34 -34 -20
right_child=1 4 8 5 -6 -7 9 10 -10 -11 11 23 13 24 -16 -17 18 -19 32 31 -22 -23 -24 -25 26 27 -28 -29 29 -31 -32 -33 33 -35 -36
leaf_value=0.022142048138406749 0.027715201109104172 0.027061887338195742 -0.071147645920899533 0.056069532550559943 0.068667177939064294 0.076416056228681806 -0.035678668573235685 0.047267499384036703 -0.1093340335511131 -0.02547900567667899 0.04234362883312949 -0.038696082391181656 0.097489148916671139 0.077222723440155808 -0.0017369514325762951 -0.016193379036327626 0.010140337750116258 -0.1509518303529255 0.0019719730523724411 -0.043259738986602243 0.018708743140881553 -0.11612771828984852 -0.096971474740098984 0.0063685182988490602 0.11653833051245113 0.04080711258376394 0.11500991647255419 -0.031428683810892366 -0.057268186348239859 0.062617324739384292 0.10198197034949169 -0.078710824504398494 -0.10935791451013099 -0.044319587560559669 -0.067075568738515293
leaf_weight=3.8985457383096209 14.99687344429549 65.572767831152305 94.646219858666882 85.530489193857647 88.459327857475728 79.993448699824512 22.888991406303834 38.379021527478471 179.29860709729837 53.946216173120774 21.137010516598821 22.90491665317677 80.357478292658925 26.208968575578183 57.905138105561491 28.809081153420266 16.948200098820962 1.5165373529307533 19.546550216269683 24.125168495927937 8.171967252623288 6.6085475371219209 77.934552973951213 35.314269082387909 4.2849810384213916 26.746569537557662 15.531543401535599 7.1934160972014061 3.4501983439549795 5.3680723719298866 172.48106969194487 96.906916976033244 7.5149018762167534 101.38909985625651 7.3189753458136684
leaf_count=119 683 3362 6860 3024 3798 2265 1399 1318 11717 3338 936 1086 1171 474 3306 1522 967 47 1091 1781 546 280 5377 1714 95 428 280 125 66 142 2738 6414 436 5939 443
internal_value=0 -0.0446372 -0.0642715 0.0696267 0.0403753 0.0457394 -0.038625 0.0336669 -0.0963248 -0.0539717 0.0173921 0.00294352 0.0892095 0.0777308 -0.0242573 0.0138587 -0.031963 0.011307 -0.0366418 -0.063657 -0.0379935 -0.0537023 -0.0828092 -0.011361 0.0598476 0.0480357 0.084659 0.0254971 0.0486835 0.0157114 0.100217 -0.0716444 -0.0424817 -0.0488075 -0.0168386
internal_weight=0 974.505 791.663 628.78 182.841 283.259 439.784 203.266 351.879 212.648 117.735 79.3562 345.521 169.141 227.136 94.3818 169.231 16.5134 152.718 158.702 37.6695 29.4975 172.581 58.2192 88.7837 60.149 28.6348 33.94 13.1033 8.81827 176.38 121.032 135.77 108.904 26.8655
internal_count=75287 59306 50624 15981 8682 10343 26670 8078 23954 13758 5054 3736 5638 2781 12912 4884 9606 730 8876 10420 2225 1679 12237 2800 1610 1027 583 553 303 208 2857 8195 7909 6375 1534
shrinkage=0.1


Tree=4
num_leaves=36
num_cat=0
split_feature=3 3 3 4 4 2 6 2 9 3 10 10 10 10 3 3 10 9 9 9 9 10 10 9 3 2 9 9 10 9 4 10 4 3 10
split_gain=532.237 89.5347 68.3248 44.3501 15.5679 13.3361 11.7738 9.87467 9.50947 8.65437 8.58198 7.50809 6.86322 6.29131 5.66154 4.95793 4.89441 4.60386 18.0875 5.99753 6.82841 6.32478 4.56567 3.69334 3.45437 3.3684 3.26805 3.19229 3.07588 2.81592 2.81217 2.55718 2.51519 2.32901 2.26502
threshold=-0.012530592270195482 -0.46068583673331881 0.1037969223689288 0.054830730659887202 0.054830730659887202 0.00082228356041014205 -0.31187963466856577 0.0003075791610172019 0.070684692821442852 -0.10336427181027828 0.68616721963547589 0.011812793088719476 0.68556091571553113 -0.069165108895163877 0.55988206714391719 -0.95693920135931865 -0.061218854600342751 -0.42526974728621642 -0.42447059611136456 -0.19421047379619683 -0.1942085329469812 -0.063758888514185152 0.68616721963547589 -0.42447059611136456 -0.057539155706763261 0.0075336876325309285 0.6818608616655969 0.12727786900298729 0.43450266301413037 -0.25503954222360936 0.15224474482238295 -0.07886351903911093 9.3556242063641562e-05 -0.98284225605311792 0.011232844138363661
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 5 27 22 29 9 -7 12 13 28 -9 26 -15 -17 -2 -19 -20 -21 -22 -5 -6 31 -12 -4 -3 32 -1 -8 -10 -11 -31 -33
right_child=2 4 14 6 23 8 30 11 24 10 25 -13 -14 15 -16 16 -18 18 19 20 21 -23 -24 -25 -26 -27 -28 -29 -30 33 -32 34 -34 -35 -36
leaf_value=0.073297221941856464 -0.1149994853750658 0.037968619177798195 -0.09414737464280043 0.084858156639291971 0.084045664739239634 0.052218015000003642 -0.061215411770029531 0.080423878854176942 0.04712620599102698 -0.017492932462593622 0.068025453764315416 0.11496521118411065 0.071031346237909784 0.077064746820655422 -0.1136372885796116 0.0030458310249525458 0.060122856413754568 0.072686615964487319 -0.093537803512626208 0.049613219509818798 -0.078486662150502706 -0.038461620084032422 -0.029012350654065485 0.039494987746144128 -0.050682736294111921 -0.10276195381823988 -0.051530780752046451 0.097259901992306955 -0.093113976474574672 0.11333686414454043 0.013276923839293867 -0.028750420174022698 0.023820038122921723 0.091908803169053407 0.021118255274372937
leaf_weight=47.246631651185453 12.537443299661389 33.158280180767179 90.477824474393856 34.765168317710049 23.759428907651454 39.694295402267016 9.2694655166706088 63.700487472349778 6.3462877839338026 35.450162799563259 1.2992964405566443 25.587599311838858 14.192663111723958 24.956090770661831 201.63912994385464 39.934852958656847 24.08443032274954 10.934922452084718 41.012263622891624 6.4970359918661407 67.0751361962175 95.966141836252064 3.9179512597620478 85.834203582024202 39.059292281628586 10.384946455014868 22.461225274484605 12.505462953355162 3.7955457628704599 83.254610255709849 11.180184636265038 49.561999005265534 25.221016426105052 129.81021829764359 11.158421820960937
leaf_count=1399 744 903 7206 1155 598 2351 496 3130 390 2203 51 998 716 1286 13868 2712 1042 562 2706 536 5093 6163 154 3246 2454 540 1694 264 130 1894 479 3329 1480 2619 591
internal_value=0 0.0519386 -0.0712291 -0.0364957 0.0171724 0.00473597 0.0408816 0.0829669 -0.00482939 0.0132985 -0.00380158 0.0648345 0.00807715 0.0564329 -0.103597 0.0392569 0.0245185 -0.0560473 -0.0527102 -0.0592227 -0.0509217 -0.0549279 0.073325 0.0491534 -0.0270418 -0.0837703 -0.0856718 0.0542061 -0.00578252 0.0953841 -0.0204891 -0.0132734 -0.000319126 0.100282 -0.0195862
internal_weight=0 829.996 607.734 293.156 391.421 281.828 59.1328 438.575 236.164 130.038 90.3436 178.263 78.6594 152.676 314.578 88.9754 64.0193 234.023 221.486 210.551 169.538 163.041 38.6831 109.594 106.126 11.6842 112.939 45.6637 64.4667 260.311 20.4497 67.0667 60.6712 213.065 60.7204
internal_count=75182 34326 40856 18088 19246 15402 2284 15080 14235 7471 5120 9168 4529 8170 22768 5040 3754 15804 15060 14498 11792 11256 1309 3844 6764 591 8900 1167 3813 5912 975 4310 3683 4513 3920
shrinkage=0.1


Tree=5
num_leaves=36
num_cat=0
split_feature=2 2 4 2 2 4 10 4 7 2 10 14 6 4 5 2 10 10 5 5 5 11 10 10 5 5 5 5 10 10 7 6 14 5 5
split_gain=329.244 127.107 57.1988 20.8748 8.5399 6.37021 5.9717 5.83155 5.69805 5.30266 5.22326 4.57879 4.28229 3.53324 3.51879 3.15132 2.60129 9.86822 3.23599 4.75054 11.8305 2.7497 2.49699 2.41531 2.31206 2.12521 2.11868 2.34911 2.05342 6.10928 5.87725 2.47262 1.99911 1.96799 4.1931
threshold=0.0054918816313147554 0.12643641978502276 0.054830730659887202 0.00045842614781577146 0.50431233644485485 0.0031400555744767193 0.04400081998932006 -0.013088417239487169 0.2464952302403226 4.3355888919904835e-05 -0.097941338918896545 0.14115078716760654 -0.42255568534417226 0.12914464017376306 0.19364384777875238 0.0014785848907195034 -0.19679046628008481 -0.19654991179956058 -0.014370791946406234 -0.10928457849172868 -0.10929958120212679 -0.019641061558332031 -0.057699061682880921 0.31426591019976108 -0.07683836389876296 0.18917901909900756 0.2251882504610386 0.26926703965470783 0.68616721963547589 0.68556091571553113 0.31490798134858605 -0.61259076616738584 0.20247135378730322 -0.064869743693363568 -0.063918118103168664
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 9 -3 7 10 14 12 11 -5 -1 13 -4 25 -12 -9 -18 19 20 23 -20 -11 -19 -7 28 -6 -28 29 31 -30 -2 -15 -26 -35
right_child=1 4 8 6 26 24 -8 16 -10 22 15 -13 -14 32 -16 -17 17 18 21 -21 -22 -23 -24 -25 33 -27 27 -29 30 -31 -32 -33 -34 34 -36
leaf_value=0.079297186761762506 -0.054238622151607012 -0.067110446928111897 0.022225231074919641 0.056860013506045193 -0.10705857819992588 0.010355418415697478 0.081928277879532885 -0.074219507131621551 0.084456932588308234 0.064480948215523179 0.033348655625484287 0.11645928139814521 0.015708271133107528 0.085880130369857866 -0.057108455478201509 -0.0032910148648941395 0.052053967076766565 -0.045815546574331657 0.038343251576293522 -0.093069303243527163 0.072007418186854216 -0.039849224999248589 0.095117279662408197 -0.11210099828722933 -0.10019114620216892 0.093846996637533181 -0.042773847031354631 -0.096629503039589559 -0.092287099271353645 0.080233478042724168 0.08957851725078135 -0.0051149710645693172 0.022122195326475663 0.13421556223649825 -0.020374527385149086
leaf_weight=71.88493703561835 12.797613866045138 111.25061452004593 20.100681538693607 46.286303096450865 155.93513636873104 43.84571692510508 25.540367000969127 29.453751912689768 31.197255803272128 145.68649668735452 49.087528645293787 61.537860418204218 53.12702065880876 28.662995860446244 18.054213126713876 44.987612399505451 10.436845813412218 13.216210798942489 4.8113420628360464 31.338635998312384 7.4353628521785131 68.911331160459667 32.54726500925608 9.4119226308539492 2.8894369765184811 1.9828492468222965 11.369736490305511 28.155646287603304 8.1160934988874924 7.5421621440909794 2.275039065629243 51.402085542446002 5.9362699789926401 1.8094204408116628 57.887693008990027
leaf_count=1592 849 9767 866 2138 12061 2926 907 2365 882 4477 2708 1063 2836 927 1309 3125 928 1095 366 2435 413 5453 862 506 218 72 927 1823 446 398 60 3778 244 165 4195
internal_value=0 -0.0381244 -0.0081343 0.0661071 -0.0892281 -0.0280496 0.0374515 -0.0360347 0.0468192 0.0813612 0.0293584 0.0964373 0.0359296 0.0555695 -0.0170509 0.0158272 -0.047117 -0.0416329 -0.0488692 -0.065826 -0.0374272 -0.0347462 0.0700754 -0.0733863 -0.00725379 -0.00845314 -0.101817 -0.0811376 -0.0109229 -0.00490524 -0.0524694 -0.0149073 0.074941 -0.0195901 -0.0156889
internal_weight=0 829.353 522.642 477.558 306.711 383.618 165.902 277.185 139.024 311.657 140.361 133.423 107.827 54.6999 102.17 94.0751 175.015 145.562 135.125 61.4021 30.0635 73.7227 178.234 22.6281 106.432 84.1158 195.461 39.5254 82.133 71.7419 10.3911 64.1997 34.5993 62.5866 59.6971
internal_count=75182 58310 33732 16872 24578 27977 8878 20473 5755 7994 7971 2655 4873 2037 6912 5833 13561 11196 10268 4449 2014 5819 5339 1601 7504 5603 14811 2750 5531 5025 506 4627 1171 4578 4360
shrinkage=0.1


Tree=6
num_leaves=36
num_cat=0
split_feature=1 2 1 2 1 2 2 9 2 9 5 1 1 2 10 10 2 9 2 13 9 1 2 10 13 9 13 1 2 5 15 9 9 2 9
split_gain=351.944 52.1421 34.4146 29.7005 15.8957 10.9025 7.08997 5.55005 5.11903 4.25276 3.6709 4.02246 3.04176 2.86726 2.83517 2.82726 2.81366 2.177 2.13965 2.07384 1.97185 2.26385 1.88221 1.96779 1.87294 2.08521 1.83397 1.64464 1.58352 1.52412 1.51181 1.49933 1.44726 2.34417 1.37089
threshold=0.016340757720172409 0.0054918816313147554 0.0016835400601848962 0.38635417819023138 0.14591460675001147 0.1581552252173424 4.3355888919904835e-05 0.85617956675140727 0.00089506604126654576 0.6818608616655969 -0.077086782585767677 9.4895520305726691e-05 0.03360207378864289 0.13069487363100055 0.014267543223269534 -0.20211163296194271 0.983171045780182 -0.25503954222360936 0.081190075725317015 0.0026308133608286947 0.13000264511745269 0.0071373847313225278 0.00097892107442021392 0.8227787912399176 0.0023134201806931137 0.85723336217957258 -0.0071010742749131267 0.31410332024097448 0.0003075791610172019 0.17460737609843732 0.060240523599114269 -0.42526974728621642 0.12504274311166239 0.00015154667926253754 -0.14095190694610879
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 17 6 4 12 7 -1 20 -9 27 -8 -12 31 14 15 -13 -5 -2 24 -17 21 32 -19 -24 25 -14 -11 -6 -23 -16 -22 -3 34 -34 -4
right_child=1 3 5 16 9 -7 10 8 -10 26 11 13 18 -15 29 19 -18 22 -20 -21 30 28 23 -25 -26 -27 -28 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=0.0944547891977498 -0.003611176857456789 -0.099561060678715105 0.036288506331866387 -0.085241330666168735 -0.06795412316176902 -0.084806786852725261 0.088930136578695904 0.079489124561807303 -0.036775435627845514 0.032992922712963585 0.076688320540313451 0.088932179007820661 -0.022633616906260864 -0.069951727764070964 0.12871374618346448 0.047681444147989464 -0.11160066321702118 0.067861176711389831 -0.05272062265723422 0.015579923546306421 0.075820383891450197 0.053985076980321456 0.019780501606155392 0.12295758876002444 -0.046692752851625358 0.074211093186573734 -0.045106762593717403 -0.091842701943815705 0.0086578011776194015 0.065971739666060888 0.0038554304046773411 -0.0079304363394005796 0.074157311087024669 -0.0056341041241550656 0.064316272350990022
leaf_weight=118.34648796333931 10.191490709781645 1.8380917841568578 46.852864237502217 133.17734872136498 58.855617041466758 8.8998762300470826 50.705741351353936 4.6373890293762114 20.650830696336925 3.4917460074648288 78.257951814448461 12.244612304260952 78.173389718285762 2.0333773170132181 5.8878004741854992 65.860591259319335 58.188518425216898 23.049741210183129 52.976834144064924 28.979471285827458 17.222657486214306 9.0912353752646577 22.7637892884668 2.0118353327270588 38.522967095195781 2.2883768000174305 21.645570553839207 56.472701656108256 50.630703177419491 11.306843887316061 3.514902305090799 62.679769376642071 5.0245848745107677 13.778934259433298 27.809357545513194
leaf_count=1847 902 106 2276 12211 5227 776 1372 184 1210 336 1968 427 6254 105 221 3018 3817 1444 5139 1416 926 495 1814 83 3029 171 1744 4902 3618 286 213 4906 247 1216 1276
internal_value=0 -0.051953 0.0560704 -0.0611719 -0.0448834 0.0234811 0.0742231 0.0283188 -0.0154547 -0.0715281 0.0648436 0.0588734 -0.0290567 0.0478361 0.0497632 0.0437109 -0.0932564 0.0383514 -0.0360036 0.0378725 0.0346834 0.0307658 0.0472936 0.0281587 -0.0285605 -0.0198793 -0.0342582 -0.0796516 0.0155578 0.0874559 0.0636227 -0.010541 0.0404832 0.0156874 0.046728
internal_weight=0 626.328 581.736 568.311 376.945 208.113 373.623 199.213 25.2882 140.466 255.276 204.571 236.479 126.313 124.279 107.085 191.366 58.0169 171.962 94.8401 173.925 153.188 47.8254 24.7756 118.985 80.4618 25.1373 115.328 59.7219 17.1946 20.7376 64.5179 93.4657 18.8035 74.6622
internal_count=75182 52085 23097 47842 31814 12437 10660 11661 1394 12209 8813 7441 19605 5473 5368 4861 16028 4243 14593 4434 10267 9128 3341 1897 9454 6425 2080 10129 4113 507 1139 5012 5015 1463 3552
shrinkage=0.1


Tree=7
num_leaves=36
num_cat=0
split_feature=3 3 3 4 0 0 0 3 5 0 9 5 10 10 3 4 0 10 5 9 10 10 4 3 9 10 9 4 3 10 0 7 10 10 7
split_gain=261.304 49.7115 32.7001 23.4432 13.8363 9.85757 8.05589 7.42709 7.26064 4.11012 3.76049 3.65849 3.30102 3.22033 5.18471 2.61821 2.41282 2.28603 2.27523 2.14999 1.93032 2.01382 2.88733 1.81263 1.77498 1.90579 1.73946 1.71413 2.01209 1.58707 1.56035 1.54666 1.52883 1.52331 1.50674
threshold=-0.043952809646725648 0.08167292119469495 -0.6009201660126563 0.12914464017376306 0.0055062104947865018 0.0005000717064831407 0.00031185068655759102 0.78954527087626059 -0.022284822174681595 0.063003085553646102 0.11331124438883458 -0.061795897647779777 -0.059316937174562184 -0.069165108895163877 -0.98013749581878062 0.014542168006300928 0.0068791289813816556 0.69288819253036216 0.095203486163708134 0.85628955194357415 -0.096153499001354226 0.011229365765181449 0.042133084498345859 -0.98587306522676943 0.85628955194357415 0.88339328725744515 -0.062428991040933191 0.082386907190084471 -0.1947730865795165 -0.069893449537815636 0.017918208613991741 0.070960348235843573 -0.45095191509853044 0.68616721963547589 0.04154735346492603
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 31 23 20 17 15 32 -2 13 -8 -15 -6 -5 27 -13 -12 -3 -22 -23 -1 25 -11 -19 28 29 -7 -14 -4 -10 -17 -18
right_child=1 7 5 16 9 8 12 -9 10 24 19 18 30 14 -16 33 34 26 -20 -21 21 22 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.10065715090413233 0.055362319616123284 -0.081134171411802514 0.038117170633581776 0.082736852317969914 -0.037337277119813876 0.035875948142027131 0.064807448920832983 -0.098197301516408486 -0.097577827289419258 -0.060823803522549125 -0.027232796456871173 -0.034674679631857518 0.063668297611571542 0.064769520363594277 0.011981684320274438 0.0047789810029946009 0.010564229380954538 -0.11362469847614937 0.045202773482116612 0.064348316286799628 -0.04307671235623891 -0.081326147504099278 0.014467393851281894 0.077529537532025503 0.0043928764987008154 0.022756846799385149 0.040915993510484645 0.055861391195008908 0.012087798174919699 0.10298147035583911 0.10220682892324405 0.075488276149448683 0.020393143841490238 -0.062923646178392856 0.055290440424859769
leaf_weight=59.922738934867084 19.290379939833656 45.520662211987656 17.795143897412345 13.338153989752753 86.997093802841846 17.009902415389664 62.884098291047849 122.0059297074913 1.1329426241572935 97.279558186710346 59.869500434026122 11.073786767199637 25.288014422287233 32.174477083142847 44.120725774671882 27.210388044535652 15.957627912750469 1.8893595584668221 5.2596855792216948 2.6781234107911578 52.31128600978991 36.106613022566307 3.4468375734868451 77.998365075443871 4.7011346126673734 2.806841002427972 1.1852213209494937 24.946663235197775 41.668659790942911 4.4454088357742867 17.972466239472851 29.323460525949486 36.157415387628134 3.7857357939938074 14.265374848037025
leaf_count=868 773 4751 660 301 7136 1288 3427 10335 69 9033 4877 695 1121 1751 3455 1940 886 128 283 211 5882 2988 287 1698 392 196 58 1147 2982 269 992 852 2564 217 670
internal_value=0 -0.0481335 0.0484785 -0.0205526 -0.0319927 0.0204102 0.0693396 -0.0802412 0.0103037 -0.0412459 -0.00832617 0.025874 0.0555519 0.0480526 0.0342429 -0.0284458 0.0473099 0.0307103 -0.00895264 -0.0233115 -0.0642952 -0.0559512 -0.0729783 0.0875778 -0.0556592 -0.0584799 -0.0540507 0.0336693 0.024899 0.0497798 0.079679 0.0613744 0.016809 -0.00348993 0.0316752
internal_weight=0 561.357 558.463 301.966 258.405 238.102 320.361 259.391 190.983 222.781 99.838 35.6239 182.44 139.179 76.2952 117.993 43.5612 91.1452 16.3335 62.5476 137.385 91.8647 39.5535 137.921 104.788 100.086 3.07458 88.0706 63.124 21.4553 43.2605 47.1186 37.2904 30.9961 30.223
internal_count=75182 46765 28417 22522 20665 15105 13312 24243 13593 18914 7721 1751 10746 8633 5206 9293 1857 5872 978 5088 13908 9157 3275 2566 9621 9229 186 5686 4539 1557 2113 1512 2633 2157 1556
shrinkage=0.1


Tree=8
num_leaves=36
num_cat=0
split_feature=1 2 1 2 1 2 2 6 0 6 4 2 4 2 2 2 0 6 7 6 1 0 0 11 0 7 11 0 15 7 15 4 2 0 0
split_gain=229.559 36.2577 23.3161 22.1353 9.52922 7.33726 5.43351 3.60924 3.67921 3.55727 3.55556 3.23994 4.3977 2.60344 2.30796 2.20968 1.8691 1.8627 1.79893 1.61347 1.45615 1.34873 1.31847 1.36334 1.30976 1.30297 1.27264 1.63863 1.26137 1.15735 1.07441 1.05893 1.03224 1.02826 1.02132
threshold=0.016340757720172409 0.0072415359318256387 0.0016835400601848962 0.38635417819023138 0.15149336308240893 0.14303337782621386 6.3134055380942314e-05 -0.40257591459927694 0.00022465633810497823 -0.34780193690985584 0.038007356226444251 0.0013705212040804329 0.0098277665674686449 0.983171045780182 0.0026502488180994992 0.020444096066057686 0.15707110613584521 -0.24185156950711306 -0.043478961918739727 -0.72345075676121351 0.035353718325495727 1.6540772776352245e-05 0.017506815493106846 -0.020911035294101318 0.04294127598404885 -0.087164638762081456 -0.029238386240550539 0.03145136125385762 0.36696830880739756 0.070960348235843573 -0.14615318105811761 0.022027175873517994 3.54038056684658e-05 0.035826532170176513 0.084315579384565367
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 14 6 4 10 11 21 15 -9 31 20 -4 22 -5 32 19 18 26 24 28 -3 -1 23 -13 30 -11 -14 -28 -8 -12 -10 34 -2 -22 -6
right_child=1 3 5 13 9 -7 7 8 16 25 29 12 17 -15 -16 -17 -18 -19 -20 -21 33 -23 -24 -25 -26 -27 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.10041454021351526 0.08619265590015715 -0.016962113423569496 0.044732092121698964 -0.0756933918244585 -0.11885898099205353 -0.072259161316366158 0.09708345353102682 0.0657531672970285 -0.011857597554831767 -0.064038392697044283 0.01271859246039421 0.037148886226817023 -0.015059832013464197 -0.10339846581463311 -0.00072580638635286578 0.095172776505394657 -0.077450398248121083 0.01430835826440623 0.048551023664472372 0.041883171880470194 -0.061702517951166706 0.076141652099118551 0.026187261434986949 -0.015746711284134577 0.10697497057300534 -0.036069688763611933 0.042282170855567652 0.094324736847326118 0.035555212248511783 -0.024936346950766672 0.026070896557292444 -0.043818083263771575 0.036059141324147947 -0.034225251258116665 -0.080089785251321682
leaf_weight=31.691232301760465 4.620559169445186 46.364186471502762 54.869744285126217 112.46159303639433 8.5570652216556464 8.1749578185845149 13.430240353918636 56.606651357375085 10.902119439793749 27.233531591366045 27.513566534093115 5.4702928093029177 2.5624673977727097 48.564780897693709 18.628419409273192 29.164449807489291 1.5182115321513254 22.034782680741046 42.400317201274447 23.331661163363606 15.699047196889294 82.445700573851354 12.630805549386421 44.599038690445013 1.5890087326988567 42.888118845963618 19.354543067049239 8.801351238973437 4.4312870916910461 11.605448221991535 23.713965259608813 6.2155424211523487 36.94952242745785 102.80973286469816 32.997995807905681
leaf_count=473 272 4293 3136 12173 612 854 404 1801 598 2569 2219 384 123 3821 1668 829 56 1755 2252 884 1373 1731 1012 3617 84 4869 1098 472 151 954 1386 546 2831 10756 3175
internal_value=0 -0.0446567 0.0492608 -0.0537793 -0.0386364 0.020284 0.0653626 0.0557072 0.0462371 -0.0612694 -0.0255562 0.0247257 0.0152176 -0.0840491 0.0285241 0.074111 0.0324492 0.036495 0.0345718 0.0591994 -0.031987 0.0828813 -0.00268431 -0.00996764 0.0182006 -0.046932 0.0524099 0.0585503 0.0818188 0.00154749 0.0141256 -0.0823151 0.0416315 -0.0378652 -0.0880732
internal_weight=0 543.109 499.723 482.911 321.884 178.498 321.225 207.088 136.73 117.892 203.992 170.323 115.453 161.026 60.1985 70.3576 80.1236 52.7531 78.6054 41.1932 164.873 114.137 62.7001 50.0693 36.2051 70.1217 30.7184 28.1559 17.8615 39.119 34.6161 47.7706 41.5701 118.509 41.5551
internal_count=75231 52131 23100 47360 31366 12451 10649 8445 6177 11771 19595 11597 8461 15994 4771 2268 4376 3448 4320 1439 16422 2204 5013 4001 2068 7438 1693 1570 555 3173 1984 4333 3103 12129 3787
shrinkage=0.1


Tree=9
num_leaves=36
num_cat=0
split_feature=1 3 3 3 6 1 1 3 3 4 9 8 1 9 9 3 9 3 9 13 9 9 14 3 13 9 13 13 9 9 9 1 6 6 1
split_gain=191.219 59.063 14.6853 14.3425 8.05649 7.24258 6.16914 5.23655 4.35105 4.04701 3.25498 3.38479 3.18296 3.05767 3.04468 2.63557 2.31197 1.94743 1.8412 1.83391 1.81552 1.69719 1.66384 2.8692 1.73256 1.76119 1.53174 1.51244 1.47233 1.41725 1.40403 1.35129 1.32397 1.93589 1.28403
threshold=0.0099995299242436903 -0.08138677570968865 0.48540919693186885 -0.78764357429463405 -0.3795817459311735 0.00018648546392796564 0.15149336308240893 -0.63835740869399149 0.11510317190550269 0.12914464017376306 0.6818608616655969 0.044737206206638215 2.2604844161833174e-05 0.85617956675140727 -0.25503116938073683 0.003199198748916388 0.85617956675140727 0.98309192455053573 0.85628955194357415 0.0071034108092511298 0.85617956675140727 -0.27432310614032102 0.13557660569548449 -0.98776984395578882 -0.007627133662153748 0.1421410133936962 0.0019899299327003372 0.0039976597276008595 0.85628955194357415 0.20905800931506111 0.83854029410186215 0.003188127302564681 -0.70028949599565438 -0.65218704023969065 0.00078088376903906475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 7 6 12 9 26 15 14 13 31 -8 -12 -1 -7 -2 18 -9 21 20 -15 30 -4 24 -24 -14 32 -6 29 -18 -17 -3 -5 -26 -34 -25
right_child=1 2 17 4 5 8 10 16 -10 -11 11 -13 22 19 -16 27 28 -19 -20 -21 -22 -23 23 34 25 -27 -28 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=0.094291495154991398 0.011535970041341569 -0.018519278221178031 -0.040025720821758551 0.052864184391455071 0.060799818163139834 0.019699805539674084 -0.070095546648943935 0.012842569202387997 -0.08981059897995515 0.086114501751149777 0.013299799330371018 -0.066870086749969679 0.078783432029206207 -0.0079563370001961946 0.061184051949034569 -0.043078753411056915 -0.051723128681713998 -0.10010758782602527 0.087209982409379494 -0.077845597557682847 -0.076578885094299373 -0.079876568208946341 0.10253380873641778 0.070880394184365828 0.075131944963662115 0.08484818605413913 0.01628204166869621 -0.064554534659899965 0.054537064997559725 -0.0091741318400370784 0.11397993769592385 0.020159611637889444 -0.085183016585165555 0.035687008622623667 0.029091424919612759
leaf_weight=45.166718421969563 17.968224252341315 77.080623679386918 12.320185070740989 37.61511939560296 38.665583410707768 72.220878665510099 89.860944396437844 49.401650870451704 4.6344609706429756 32.579930268926546 10.628682855749505 10.438421849044969 22.239198456518352 19.605735188815746 39.518183673324529 58.401216993952403 9.7087030443362874 44.118176030111499 1.6006268786732096 4.6438595973886541 5.5026750587858251 80.619254411692964 24.91791256563738 23.847158364253119 8.456094262422992 9.9345734359230828 9.6598248293157649 24.570034515490988 1.5062618944793928 15.628236931574063 0.80812600255012412 19.023029341304209 1.3678710246458639 42.361413373728283 10.630531165341379
leaf_count=776 1571 7137 1390 1679 1257 5450 9931 5199 362 966 1068 959 807 1216 3474 6596 717 3770 129 292 405 9236 668 767 328 393 442 2475 124 1430 73 1415 42 2010 677
internal_value=0 -0.0386183 -0.0557659 0.05055 0.0342544 0.0200573 -0.0431822 0.0240433 0.00483675 0.058033 -0.0618014 -0.0264231 0.0711348 0.00938363 0.0456658 -0.0319323 0.00353742 -0.0828066 -0.0190273 -0.0213403 -0.0210664 -0.0745939 0.0638591 0.0766805 0.0548318 0.0462571 0.0519011 -0.0430564 -0.0374515 -0.0359212 -0.0171445 0.0418797 0.0389104 0.0319061 0.0579956
internal_weight=0 549.68 431.577 427.57 238.648 149.43 294.52 118.103 101.105 89.2181 110.928 21.0671 188.921 96.4705 57.4864 183.592 60.6166 137.058 84.9921 24.2496 83.3914 92.9394 143.755 59.3956 84.3592 62.12 48.3254 98.5995 11.215 74.0295 77.8887 56.6381 52.1854 43.7293 34.4777
internal_count=75231 55684 44599 19547 13079 9019 30203 11085 7320 4060 11958 2027 6468 6958 5045 18245 6040 14396 7744 1508 7615 10626 5692 2112 3580 2773 1699 10501 841 8026 7210 3094 2380 2052 1444
shrinkage=0.1


Tree=10
num_leaves=36
num_cat=0
split_feature=2 2 4 2 0 2 0 0 9 9 9 10 10 10 9 0 4 10 14 0 9 9 9 4 2 12 4 14 10 9 12 2 9 12 10
split_gain=127.935 47.2697 21.6633 10.4811 7.03928 5.98436 4.10014 3.87241 3.5269 6.3865 3.58906 3.64995 3.50935 3.1223 2.72238 2.69882 2.30151 2.28388 2.16099 2.11448 1.82484 2.52395 3.04362 1.73157 1.53943 1.44434 1.74176 1.40277 1.39424 1.34076 1.38316 1.27724 1.16052 1.76009 1.15771
threshold=0.0033659074688330297 0.1581552252173424 0.025514841079711918 6.3134055380942314e-05 0.0051757495384663352 0.77966150641441356 0.0040408943314105281 0.00031185068655759102 -0.42526974728621642 -0.42447059611136456 -0.36985538642699095 -0.45095191509853044 0.015019697396042879 -0.4509362535116449 0.07033595950073411 0.013562784995883705 0.12914464017376306 -0.094577194346622886 0.13557660569548449 0.36409486830234533 0.85628955194357415 0.85617956675140727 0.6818608616655969 0.0031400555744767193 0.00089506604126654576 -0.0030567835502023663 -0.042861889582127326 -0.60786467416692658 0.2173107833172355 0.17037024355504246 0.012580673626674655 0.01881410647183657 -0.1638648284083033 0.0012513872734998405 0.69288819253036216
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 18 14 34 31 -5 -6 -10 -11 -12 17 -13 -2 -14 -8 -9 29 20 21 22 23 25 -19 28 -27 -18 -15 30 -1 -4 33 -7 -3
right_child=1 5 6 7 8 32 16 12 9 10 11 13 15 19 -16 -17 27 24 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.050952742481932004 0.042696545963007461 -0.046268908829858103 0.035403900492113102 0.059826512852171033 -0.08497575018418678 -0.087398409571010027 0.0031319210937173236 0.039551834990648529 0.049647281085836825 -0.082426773741160711 -0.10239838455147801 0.04604272744849805 0.022939826976728608 -0.037844458649127916 -0.01042216447463646 0.10357614390990191 -0.055806999095226933 0.022583884840383685 0.089926328953149337 -0.062708112834154978 0.022153107303186519 -0.059516271840449136 0.035829786009388138 -0.0050572860500813308 -0.008182921590434062 0.0037017165937518895 -0.031255334693482698 0.036532266167802738 -0.087869243430412913 0.1199028762968041 0.088710192095561413 0.07978506001557463 -0.093209110611628343 -0.042270800791380972 -0.088698439099754278
leaf_weight=45.067299294460099 20.058484963257797 87.757119122106815 10.968297941144558 57.682966796157416 10.668670137471052 23.422300675301813 52.448435718019027 47.415223270072602 10.605658860411493 12.234482118597951 6.1942286791745564 6.090396892046555 6.9683298029413008 30.604406720143729 18.590712113538757 10.264681683911475 1.7047358700074244 43.511739094043151 57.345700733247213 15.036483994714215 8.2833189751254377 19.816895988304168 8.701281790272331 33.833531499491073 25.96880079730181 18.555783554445938 61.473257944773678 47.089755552035058 6.8114474497851907 3.8685247849789439 12.363868269836528 15.862238678382708 60.469493928627344 13.69675655668834 6.939308193686883
leaf_count=1602 1307 11321 535 2025 916 2271 4770 3067 985 1103 551 805 403 3632 1467 470 122 3229 1295 1669 674 1551 755 3778 2379 1728 7470 3082 478 97 264 527 6680 1676 547
internal_value=0 -0.0262901 -0.00732363 0.0526107 -0.0225597 -0.067287 0.0268855 0.0381599 -0.028725 -0.026206 -0.02974 -0.0267475 0.0288421 -0.0245076 0.0171458 0.0709701 0.0176746 0.0226315 0.0759729 -0.0266231 -0.0237382 -0.0258524 -0.0216824 -0.0249904 0.0110846 -0.0307327 -0.0231501 0.0333062 -0.0469513 0.0629196 0.0590812 0.0616421 -0.0846652 -0.0707465 -0.0493781
internal_weight=0 607.917 415.633 310.457 287.559 192.285 128.073 191.812 248.91 238.241 227.636 215.401 134.129 209.207 38.6492 17.233 101.243 116.896 118.645 203.116 188.08 179.797 159.98 151.278 69.4805 117.445 80.029 48.7945 37.4159 61.2997 57.4312 26.8305 97.5886 37.1191 94.6964
internal_count=75231 60400 37905 14831 28869 22495 9036 11573 26095 25179 24194 23091 9548 22540 2774 873 7974 8675 3258 21735 20066 19392 17841 17086 5608 13308 9198 3204 4110 1963 1866 1062 10627 3947 11868
shrinkage=0.1


Tree=11
num_leaves=36
num_cat=0
split_feature=3 3 3 4 0 0 5 5 0 7 3 4 3 0 5 5 13 5 5 12 5 5 5 5 3 12 3 5 2 7 5 4 4 2 4
split_gain=129.824 27.3322 19.5648 12.2827 7.09458 4.57315 4.43712 4.19562 3.2505 3.11266 2.49903 2.55785 2.19785 2.07318 2.75207 2.03547 1.90489 1.99863 1.96212 1.93791 1.70821 1.5825 2.59562 1.58246 1.52545 1.45619 1.41309 1.364 1.27255 1.26881 1.23832 1.22807 2.66354 1.20023 1.19661
threshold=-0.019300619605928656 -0.41400573542341584 0.37579783319961285 0.054830730659887202 0.00026753667043522006 0.0051757495384663352 -0.07683836389876296 -0.10929958120212679 0.014062033966183664 -0.19508507957173651 -0.98284225605311792 0.012166915461421015 0.95731797428379661 0.00026753667043522006 0.09478381515654298 -0.058894258917004998 -0.0035712809317541938 0.077355820001192219 0.11162527007156199 -0.0090914236327894072 0.094713842090182063 -0.013839070071468769 -0.017426676935050525 0.29024618359550364 -0.98940199092092473 0.012932920207659656 -0.1086057085340144 -0.097818800661336053 1.6819213669805325e-05 -0.321804856821231 -0.066369337010762405 -0.016849916428327557 -0.00911950785666704 0.014109403826296331 -0.00042049259900522879
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 5 24 15 7 26 33 -8 27 25 -4 20 30 -2 17 -7 -19 -18 -11 22 -13 -10 -1 34 -3 -6 -26 -28 -15 -29 -33 -5 -12
right_child=2 6 12 8 10 16 9 -9 23 13 11 21 -14 14 -16 -17 19 18 -20 -21 -22 -23 -24 -25 28 -27 29 31 -30 -31 -32 32 -34 -35 -36
leaf_value=0.091669702139678122 0.052716690244978916 0.020687124554439825 -0.063550178870070043 -0.024906902040811512 0.11150303927669102 -0.040496810989525685 -0.03102312419717302 0.039857071073888091 -0.0092950969978853378 -0.0099191845116138478 0.027963871852528511 0.069252829666594698 -0.08975712973104083 -0.085607611213115609 0.022709708665207596 -0.021047923199067176 -0.075656572037133427 0.027630884098377956 -0.0339428290105094 -0.042089428827483268 0.072162382218672647 0.073407933256353336 0.0098273538498403409 0.058375347324295807 0.089179213483153649 0.057101364097918411 -0.086259395815633355 0.078609790627724954 0.058341766906109739 -0.012602257449764356 -0.012821499202168863 -0.051174044757154896 0.053395734572592071 0.069037793235291398 -0.00040538819050038745
leaf_weight=37.125685995211825 7.629882053937763 11.769670561014211 76.538593982579187 1.5091461437987153 4.8888058011652893 31.223784218454966 34.131880920263939 57.776454987120815 21.638996920315552 3.8239723283331823 40.053416812297655 13.736808877030853 54.994616848940495 2.4726695630233726 28.895384677394759 7.3391045473981631 20.056403887778288 11.321397830499338 9.5331049748056085 120.72419468531734 7.5243032036232762 20.9068567721406 15.809148694621399 4.112423211336135 18.205612258985639 10.826854777289553 2.7585641563637209 15.694300243922042 50.506193302106112 15.363929873681625 42.729805674403906 2.6734032428357741 27.410323253134269 13.755510525777934 23.645657201297581
leaf_count=711 437 1049 10322 94 390 3736 3021 4026 1940 216 3537 1291 5881 221 2491 593 1981 1096 1200 14185 299 1158 1489 289 354 552 209 865 1598 1457 4229 147 1585 519 2063
internal_value=0 0.0345932 -0.0433131 -0.0268244 0.054885 -0.0366942 0.00703287 0.0241216 0.0231858 -0.00549575 0.0425614 0.0349667 -0.0745074 0.00470129 -0.00139456 0.0165508 -0.0408269 -0.0244867 -0.000515971 -0.0468716 0.0445038 0.052354 0.0374561 0.00151167 0.075337 0.0231958 -0.00629234 0.0612951 0.0665123 -0.0238142 -0.0168031 0.0559332 0.0441031 0.0597499 0.017433
internal_weight=0 488.73 380.377 248.844 281.483 207.828 207.247 87.6686 41.0161 119.578 175.646 124.979 131.533 85.4461 74.0979 14.969 192.859 52.0783 20.8545 140.781 11.3483 50.4528 29.546 25.7514 105.837 74.5259 29.8922 50.6668 68.7118 18.1225 45.2025 45.778 30.0837 15.2647 63.6991
internal_count=75231 32958 42273 26070 15740 23228 17218 6741 2842 10477 13077 10090 16203 7456 6941 1030 22198 6032 2296 16166 515 3938 2780 2229 2663 6152 2715 2987 1952 1666 4450 2597 1732 613 5600
shrinkage=0.1


Tree=12
num_leaves=36
num_cat=0
split_feature=1 3 3 3 8 1 3 5 5 3 1 4 1 5 7 13 5 3 5 5 3 5 5 1 5 3 5 7 3 5 3 8 12 4 5
split_gain=118.046 36.625 10.1585 9.88936 5.43301 5.13546 4.83249 3.4742 2.93844 2.74607 2.49435 2.38128 1.93369 1.66501 2.42345 1.60349 1.51044 1.50209 1.66808 1.45366 1.36604 1.24739 1.42573 1.8176 1.19088 1.42802 1.08423 0.979049 0.978531 0.970601 0.950972 0.932418 0.92848 0.926374 0.906636
threshold=0.0099995299242436903 -0.055381360463798039 -0.78764357429463405 0.76947344601649104 0.17143794325016484 0.0019656810909509663 -0.50384523533284653 0.09478381515654298 0.29191544671220454 0.1037969223689288 1.608477305126144e-05 0.12914464017376306 0.057508571073412902 -0.040915929170889966 -0.11279120674023609 -0.0039060615082377854 -0.0069655006508866314 -0.63835740869399149 -0.028939739694991237 -0.020764658996246188 -0.95693920135931865 0.094713842090182063 0.09478381515654298 0.15451803058385852 0.2661197197302374 -0.98284225605311792 0.021277738490262179 0.65748428493408284 0.98309192455053573 0.094713842090182063 0.060254537500441081 0.032289183887852783 -0.0034943125260401471 -0.0051699709147214881 0.095203486163708134
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 10 4 7 11 24 12 15 17 -1 13 29 -4 34 -9 -16 -7 -19 -14 -12 -8 -23 -24 25 -2 -6 -13 -5 30 -3 32 -18 -25 -15
right_child=1 3 5 28 26 9 21 8 -10 -11 20 27 19 14 16 -17 31 18 -20 -21 -22 22 23 33 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.088011971385973817 0.072633323159547306 -0.015510278867252557 0.046994734903330379 -0.070022378737445712 -0.057418343989833032 0.056145181809559352 0.0055969267675450496 0.023016620070912652 -0.061280221171162996 -0.075888416103261649 0.063969085898527164 0.057058287647766909 -0.057195835864043268 -0.027606518708426793 0.0053165042124285215 -0.015202851650419706 0.0027803277925691258 0.025175250269177815 -0.0076699159239819988 -0.032539485427983759 0.042175427297745247 -0.055519996483943845 0.018220051573152551 -0.11427090917304779 0.0045515274276227658 0.032292191429937313 -0.08872985351297942 0.11143019231742289 -0.091979341374057527 -0.075129317903211854 -0.051779256680276955 -0.015438371942714078 0.062288881695287103 -0.0014677227427431947 0.036323744486904425
leaf_weight=30.809882463770919 11.522710029996231 40.970280616136733 41.898867479234468 48.527143039376824 24.43652352062054 6.9170092727290458 40.410949855053332 15.959617196174802 10.531188644439679 3.7534914640127672 81.375290546449833 31.509227953210939 70.837684107857058 11.36801769514568 12.479311132279689 35.163721253833501 3.0373797314241555 27.99662739346968 34.536397802177817 36.095504751137923 44.482820143108256 8.6765623996034282 9.6984100022818875 1.8632928959559651 10.361034148198085 36.795615734212333 20.201113037212053 3.7006906615570179 34.889969362673583 3.6804368714801958 8.7782594665768539 2.1083987072342998 19.166672782273967 1.1948815826326598 2.7561109827947794
leaf_count=615 926 4539 2013 6705 3294 473 4744 1859 1229 416 3436 1355 8583 882 947 4049 179 2311 3130 5331 2460 729 1079 112 1104 3892 1994 93 3790 325 1313 129 980 152 183
internal_value=0 -0.0327865 0.0434157 -0.0491555 -0.0397549 0.0285501 0.0147589 -0.0333545 -0.01318 0.0074237 0.0625094 0.0406301 -0.041111 0.03223 0.02008 -0.00327155 0.0335975 0.0119264 0.00703518 -0.048873 0.0562664 -0.00474603 -0.0242471 -0.00297638 0.0353157 0.0419125 -0.0715886 0.062773 -0.0792061 -0.025576 -0.02191 0.0481138 0.0541485 -0.0701968 -0.0151315
internal_weight=0 470.595 357.896 350.071 266.654 201.228 120.523 222.017 61.6545 73.2035 156.668 128.025 160.362 92.8148 50.9159 51.1233 36.7918 69.45 62.533 106.933 125.858 61.8441 21.4331 12.7566 58.6794 48.3183 44.6376 35.2099 83.4171 53.429 49.7485 24.3125 22.2041 3.05817 14.1241
internal_count=75351 55749 19602 43011 32516 13091 12738 27228 7137 6330 6511 6761 20091 5313 3300 5908 2235 5914 5441 13914 5896 6816 2072 1343 5922 4818 5288 1448 10495 6177 5852 1288 1159 264 1065
shrinkage=0.1


Tree=13
num_leaves=36
num_cat=0
split_feature=3 3 0 0 3 8 0 3 5 10 10 10 5 5 3 13 5 10 0 13 10 10 7 10 10 5 5 5 5 8 13 10 10 10 8
split_gain=92.8054 24.7125 10.1838 9.50151 5.35419 4.52806 2.98632 2.80792 2.48417 1.99506 1.85991 1.80667 1.79197 2.19656 1.75313 1.68522 1.46681 1.33005 1.27885 1.18861 1.15974 4.92363 3.07929 2.31554 1.76658 1.22626 2.52316 1.3474 1.32987 1.20398 1.13363 1.12824 1.08194 1.06801 1.06652
threshold=-0.098204115638509379 0.20806669164448979 0.00026753667043522006 0.0040408943314105281 -0.63835740869399149 0.21118788163742483 0.095907624810934081 0.90443554951343696 -0.018557919602677584 0.011232844138363661 -0.45095191509853044 -0.059316937174562184 -0.061795897647779777 0.095203486163708134 -0.75181805036845606 -0.0038301921731151273 -0.037348089782662776 -0.4509362535116449 0.00015146594523685056 -4.6216639836729951e-05 0.68556091571553113 0.68616721963547589 0.017981097982464514 0.66009087251892307 0.70900606260725618 0.09478381515654298 0.094713842090182063 0.092115015571591852 0.12203364244097614 -0.12268587386358244 -9.8272529528675096e-05 0.85477950181890006 -0.20382766532597443 -0.2190233486762739 0.090637588891358714
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 14 12 11 6 10 19 30 33 -5 15 -2 18 -1 -4 -8 -12 -14 -3 23 -22 -23 25 -24 26 27 -19 -27 -26 32 -7 -6 -10 -18
right_child=1 7 4 5 8 31 16 -9 9 -11 17 -13 13 -15 -16 -17 34 20 -20 -21 21 22 24 -25 29 28 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.072867280409634624 0.046755950282609961 -0.038712391514011818 0.050132999935822889 -0.085551969088429936 0.11741340764998572 -0.060167257441565272 -0.047328277776021249 -0.081292974812874674 0.027626178347836955 0.040300476237819967 0.034706747668671219 0.06143100966434141 0.036805977981520042 0.052059692695088915 0.044128652957067388 0.024026698179557871 -0.012613273545287226 -0.014670026457114828 -0.034747931877511455 -0.063675185594053954 0.045128391868196505 -0.065864015013845714 -0.076231763749867384 -0.089853550993754097 0.088379252919059917 0.038112442722546956 -0.070391953103076263 0.080911684708893317 -0.0089241824781832579 0.0034585731677201819 0.012497627510662024 -0.137583190383014 0.038326075950249505 -0.018254679206054402 -0.053170792136884429
leaf_weight=78.735696635849308 24.444556541042402 34.726021767390193 40.487924885615939 3.2052810033783308 1.9280262547545159 16.255395264452094 39.331707381730666 59.874462090854649 5.8037820429308331 8.4769644566695188 6.7873627312947056 31.785624419921078 3.3180743218399611 6.9940018367487928 29.061500226118369 63.518206825479865 33.709737121360376 80.331658267648891 10.103222945355808 42.320426928956294 16.636589920613915 10.440047430107372 1.7156347287818769 4.0111128743737927 2.7605233590584248 8.7051528346491995 8.4238584246486408 1.5024341020034615 19.421047699317569 4.2242951662046835 20.659100226825103 2.1290929690003386 16.821719091094565 40.325310992018785 8.0278310563007818
leaf_count=2105 1231 5422 2980 354 210 1814 4787 7672 578 699 795 2059 181 383 1235 5445 4361 9999 899 6195 1315 898 165 359 165 777 745 138 1869 507 1957 96 1455 4464 1037
internal_value=0 -0.0296226 0.0397607 -0.0141 0.0278654 -0.0212393 -0.0177065 -0.0650482 0.00952097 -0.00428823 -0.0101063 0.0405661 0.0284908 0.00662074 0.0651195 0.0341895 -0.0334718 -0.00864033 -0.017058 -0.0524241 -0.0105004 0.00533739 -0.0292483 -0.0151299 0.0146886 -0.0125981 -0.0182796 -0.0129152 0.00563381 0.0370207 0.0286554 -0.0691327 0.0464586 -0.0124821 -0.0204141
internal_weight=0 449.4 337.604 312.479 229.807 267.619 249.234 136.921 94.0149 54.6061 168.165 135.792 44.8599 20.4153 107.797 104.006 81.0693 164.96 13.4213 77.0464 158.172 35.7771 19.1405 122.395 8.70045 118.384 90.258 81.8341 28.1262 6.98482 39.4088 18.3845 18.7497 46.1291 41.7376
internal_count=75351 52164 23187 32875 19847 30181 28271 19289 9363 5741 18086 10484 2694 1463 3340 8425 10185 17732 1080 11617 16937 3050 1735 13887 837 13528 10882 10137 2646 672 3622 1910 1665 5042 5398
shrinkage=0.1


Tree=14
num_leaves=36
num_cat=0
split_feature=1 1 1 4 13 13 1 1 0 4 4 4 4 4 0 5 5 5 13 15 5 5 5 0 5 1 1 13 5 10 10 0 5 0 0
split_gain=86.0075 15.3902 8.49765 4.49137 2.52891 2.43445 1.90187 1.65545 1.49865 1.3458 1.26931 1.23515 2.11094 1.22578 1.19906 1.19676 1.82402 2.3208 1.33093 1.00377 0.969287 0.953466 1.29779 0.936995 0.915931 0.907412 0.819555 0.80792 0.8169 0.775381 1.77037 0.774691 0.734423 0.879653 0.774919
threshold=0.0099995299242436903 0.24268350005149844 0.0006353411008603872 0.0074216867797076711 4.6313187628336603e-05 0.0035730556108204709 1.608477305126144e-05 0.035353718325495727 0.035826532170176513 -0.012535682035377247 0.0047383503988385209 0.0007696851680520923 -3.0015384254511442e-05 -0.028986666002310809 0.14429435878992083 -0.014370791946406234 -0.07683836389876296 -0.077086782585767677 -0.0023731666644993955 -0.082381040848034673 -0.01423446635073816 -0.10928457849172868 -0.10929958120212679 0.025120441801846031 -0.01436983011459903 0.0029893139144405727 0.39902016520500189 -0.0026887360957619354 0.098312908847664374 -0.19654991179956058 -0.19679046628008481 0.050150237977504737 -0.084770577983267467 0.00015146594523685056 0.017506815493106846
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 6 5 25 7 -1 23 -9 -7 13 12 14 -6 -3 16 17 21 -17 20 -15 22 -10 -2 -20 -4 -16 28 -14 30 -11 -27 -8 -34 -35
right_child=1 11 4 -5 10 9 32 8 15 29 -12 -13 27 19 26 18 -18 -19 24 -21 -22 -23 -24 -25 -26 31 -28 -29 -30 -31 -32 -33 33 34 -36
leaf_value=0.072083775103934489 -0.015368534546230096 -0.079305700380693012 0.043460871271307031 0.0011355841927800983 0.024715050241052087 -0.016617283810556483 0.065691356161475742 -0.061237285582585968 -0.023354305563039413 -0.053334230884973514 0.022024414328919054 -0.036188042100211378 -0.071178075065413737 -9.6292839068065508e-05 -0.02732666032963571 0.0075325014007556913 -0.058696032661059251 0.065552083953508616 0.02674661327821868 -0.0023945947135510549 -0.0670906906932381 -0.055537355941632865 0.067830635800847472 0.012917125468594998 -0.033138411746818815 0.017823523538815101 -0.053810651306093242 -0.088310333753566506 0.001973225818950168 -0.05819900587631717 0.066544135581423913 0.070203092873489567 0.054381548486044332 0.032943214751900284 0.069653284849916605
leaf_weight=42.795389412844088 27.528976008557947 12.938622897636376 42.166953523119446 93.904597962944536 9.9942180135403742 14.095357353537109 19.696950418729102 10.717191733303478 14.669774481153585 4.3646758182439953 31.431504949025111 20.817548720224295 6.1713547081453708 3.3880741649772972 17.113856584241148 21.79820883096545 17.426233642443552 3.0075643195305011 2.8860924937762347 17.97739182272926 5.9561629630625266 8.1246426827274245 1.7466765171848244 20.382246021152241 22.198338119778782 34.572622172476258 36.830926886555972 31.599073836085154 2.0283464108360931 34.830108812748222 1.7163540455512691 3.0747300492366767 51.926338561403099 55.604752169019775 6.4134730928344643
leaf_count=1185 3103 1864 2861 11324 824 1868 795 1226 2213 645 2731 3368 730 336 2420 2926 2495 410 483 1717 463 1021 237 2614 2954 2970 5446 3479 292 4387 244 257 1880 3248 335
internal_value=0 -0.0293734 0.0388989 -0.0169828 0.0212771 -0.0252625 0.0537366 -0.0186819 -0.0258501 -0.0432654 0.00721904 -0.0584692 -0.062817 -0.00525166 -0.0519661 -0.0217214 -0.0333752 -0.0173581 -0.0105418 -0.0162135 -0.0427996 -0.027519 -0.0136524 -0.00333534 -0.0262483 0.0333859 -0.0454087 -0.0810524 -0.0530828 -0.0524466 -0.0194989 0.0221015 0.0478614 0.0447793 0.0367395
internal_weight=0 426.897 324.999 299.397 148.562 205.492 176.437 150.486 102.575 55.0065 68.7474 127.5 106.682 37.3158 66.8834 91.8575 44.9749 27.5487 46.8826 27.3216 9.34424 24.5411 16.4165 47.9112 25.0844 79.8143 53.9448 39.7988 8.1997 40.9111 6.08103 37.6474 133.642 113.945 62.0182
internal_count=75351 55749 19602 38150 12159 26826 7443 19682 13965 7144 6071 17599 14231 3340 9730 12739 6376 3881 6363 2516 799 3471 2450 5717 3437 6088 7866 4501 1022 5276 889 3227 6258 5463 3583
shrinkage=0.1


Tree=15
num_leaves=36
num_cat=0
split_feature=1 3 3 3 3 6 1 1 13 3 13 0 0 1 6 6 3 12 3 15 15 12 13 1 0 12 6 0 6 7 3 15 0 3 13
split_gain=73.033 24.6782 8.11376 6.84355 5.57988 4.33846 4.9006 2.21457 1.81365 1.70865 1.50255 1.32212 1.21296 1.03988 1.01195 1.01132 0.973895 0.966093 0.961901 0.898535 0.831091 0.877627 0.854904 0.803491 1.40151 0.794723 0.837794 0.883655 0.778914 0.752642 1.15913 0.78104 0.750581 0.683004 0.678581
threshold=0.0099995299242436903 -0.011229781433939932 -0.90319584916869633 0.78954527087626059 -0.41400573542341584 -0.60012843411040806 0.0010349740041419866 0.22742266952991488 0.0026308133608286947 0.69941772468882857 -0.00053899206099610147 0.028107815422117714 0.0020505569409579043 0.0046577714383602151 0.061190227196830253 -0.085548251260203143 -0.98284225605311792 0.0014512274867325905 0.98309192455053573 0.25730569584445911 -0.4138352383119267 0.00024248078798822309 -0.0035712809317541938 0.03360207378864289 0.02641257178038359 0.012580673626674655 -0.30519758853100692 0.035171963274478919 0.28394296148061365 0.048409241968655932 -0.61867966084537318 -0.44080664650670748 0.035826532170176513 -0.98587306522676943 -0.01683836241966143
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 12 8 16 11 10 -6 23 25 -7 13 28 19 -12 -9 -2 -10 34 20 -4 22 -22 24 -3 26 27 -8 33 30 -16 -31 -25 -1 -5
right_child=1 3 5 18 7 6 9 15 17 -11 14 -13 -14 -15 29 -17 -18 -19 -20 -21 21 -23 -24 32 -26 -27 -28 -29 -30 31 -32 -33 -34 -35 -36
leaf_value=0.080474722849381689 0.05264455604079863 -0.040075176606048327 0.013781429332302468 0.022141559010634471 -0.0047439613497351919 0.044372806660421218 0.0049513719382408101 -0.074502009722490534 -0.063618713018666867 -0.12406938293082848 0.034688727127890111 0.090413357239758796 0.038780112474894546 0.0076119417689555803 0.039120319849477739 -0.012257335688332488 0.021951842739690187 -0.037739900675972944 -0.088812735571391133 0.007692020516846418 0.085962909017627417 0.081311367787787969 0.020577272950879522 -0.061798567246725035 0.012991002465644597 0.030500911079468868 -0.011205048486598403 0.068467497441079106 0.051986248161401655 0.074318119057214568 -0.037733803720766762 0.0078845613506719897 -0.031446582759982043 0.05676953266279975 -0.066300537360671846
leaf_weight=33.303031688090414 13.729728327511109 9.429659497545801 3.5642906019929823 0.88803503022063424 84.145154087862466 49.156781079102075 13.252052584371993 7.1922708252677694 31.443975266331108 1.1403144844225597 19.750785391253885 7.5911137489601961 23.825657110952307 6.3058572855079538 2.6942826995509677 4.0972976765478943 41.850176705484046 26.65303112246329 27.265031417657156 3.9553909634705624 2.945058690966107 14.087815352133473 6.2290881185326779 8.8438131143629999 10.539677951193879 7.3199049748945972 45.840533350419719 2.6240736445761277 31.795553349540569 2.204322464298456 7.224878169945443 8.9754473898792622 103.47817831262364 19.139913224847987 37.568577133482904
leaf_count=1076 1312 1160 189 182 10157 2484 1146 828 4259 132 1133 413 1789 556 194 615 5205 3967 3790 283 146 616 360 1176 1370 615 4888 220 1259 118 565 599 15504 821 6224
internal_value=0 -0.0277169 0.0365306 -0.0466225 0.00434555 0.0248356 0.01715 -0.0103237 -0.0370183 -0.00265871 0.0325946 0.0523903 0.0587013 0.0446077 0.0184211 -0.0519117 0.0295338 -0.0517463 -0.0744448 0.0521866 0.0587471 0.0656369 0.0415672 -0.0305503 -0.0120672 -0.000653306 -0.00434835 0.0154496 0.0643358 0.00319294 -0.0168584 0.0209833 -0.0338364 0.0718231 -0.0642582
internal_weight=0 407.125 312.926 256.11 151.015 204.862 160.183 95.4347 190.388 70.1769 90.0065 44.6786 108.064 37.0875 40.8497 11.2896 55.5799 58.097 65.7216 30.7816 26.8263 23.262 9.17415 132.291 19.9693 69.0366 61.7167 15.8761 84.2385 21.0989 9.91916 11.1798 112.322 52.4429 38.4566
internal_count=75351 55749 19602 37632 18117 14657 12094 11600 27436 7001 5093 2563 4945 2150 2609 1443 6517 8226 10196 1594 1311 1122 506 19210 2530 6869 6254 1366 3156 1476 759 717 16680 1897 6406
shrinkage=0.1


Tree=16
num_leaves=36
num_cat=0
split_feature=3 3 3 4 3 15 9 5 9 13 3 4 9 13 4 12 9 11 12 9 12 4 5 5 3 9 4 12 9 11 5 5 5 15 13
split_gain=60.873 14.2055 13.2228 6.1255 3.51487 2.83508 2.25589 4.2714 1.81829 1.65149 1.52655 1.47709 2.00398 2.69773 1.47411 1.433 1.29308 1.23596 1.09046 1.32095 1.14285 1.11845 1.08199 4.15847 1.02629 1.09521 0.977633 0.974191 0.947552 0.938408 0.909749 0.893891 0.879365 1.11498 0.867985
threshold=-0.019300619605928656 -0.41400573542341584 0.37579783319961285 0.12914464017376306 -0.98284225605311792 -1.0212234859322968 -0.1942085329469812 -0.10929958120212679 -0.037732530880235156 0.0035730556108204709 0.98309192455053573 0.0098277665674686449 0.5102299289887865 -0.0071010742749131267 0.16227491945028308 0.0033216244574140147 0.85723336217957258 0.0044791609827826749 0.014096078870904133 -0.25503116938073683 -0.0013212730013600035 -0.15698102861642835 -0.10928457849172868 -0.10929958120212679 -0.08138677570968865 0.070684692821442852 0.0031400555744767193 -0.0022731773018270997 -0.25658030123402886 -0.020247149772662624 -0.07683836389876296 -0.046609420611345237 0.28734069267586798 0.092498834111642031 -0.011495864058395705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 11 8 -6 7 -3 15 18 -4 12 22 -14 16 -1 24 -15 19 20 -7 -21 23 28 25 29 -26 -16 -2 -8 -9 -32 33 -5 -23
right_child=2 6 10 32 5 9 14 30 -10 -11 -12 -13 13 17 27 -17 -18 -19 -20 21 -22 34 -24 -25 26 -27 -28 -29 -30 -31 31 -33 -34 -35 -36
leaf_value=0.021542867616779073 -0.070637228270046301 -0.049030055448367915 -0.056926600703493313 0.031001272856061381 -0.067338114847674629 -0.016457871257593574 -0.056379228552771304 0.03644658272570557 0.07404951753558435 0.01298686233903988 -0.085683299803703705 -0.0074670481337345222 0.060464290582702446 -0.004352817315541449 -0.0075130140783088153 0.063974868703264839 0.058733116308668544 -0.050053508794297187 0.068091058300537119 -0.010876487099236574 0.036312221736308124 0.081680977199803245 -0.040853501561506897 0.072007605992751342 -0.03347992644704436 -0.0088400116872911095 -0.0032503999049434637 0.050024513282420274 -0.022026949959121387 0.034689863997924196 -0.087711189261700351 0.012579314504153678 0.072487298178096293 -0.052891100689206549 0.041851607028721878
leaf_weight=16.136685642763045 5.7680641719489403 7.6867818230530238 70.213873537024483 14.39943257666892 2.7143566883169106 7.770453157718296 1.2598049409571093 42.976744652260095 42.668677270063199 26.015587732370477 25.044638417137321 37.515375579212559 4.9458069544634808 17.228990996722136 4.7359610007260926 15.705125840089748 2.8014263587538144 9.0138588820118439 13.036523546412353 3.7979998838854945 8.6980310947401431 5.8734788960427968 90.293906775594223 4.3088234746828666 26.509134880936472 38.045496237755287 17.937122410337906 7.7713956320658308 13.156710742070572 11.10883072055003 1.0503696440719066 5.7747396383201695 4.3348361450480288 1.7800849934574206 79.943902824947145
leaf_count=1125 710 947 12441 1115 212 859 128 3523 2022 2436 3843 4622 532 1921 418 697 280 980 621 289 682 499 13394 443 3085 4062 1920 653 1987 1227 125 731 247 162 6233
internal_value=0 0.0262725 -0.0337563 -0.0193177 0.0428443 0.033919 0.0042938 0.0203516 0.0605547 0.0358127 -0.0644871 -0.0251496 -0.0297335 -0.0072823 -0.00408551 0.0424713 -0.00822508 -0.02005 0.0407978 0.0374438 0.0114133 0.0422274 -0.0359014 -0.0166558 -0.0102025 -0.000436101 -0.0212802 0.0282377 -0.0368428 0.025414 0.0310605 -0.00285518 0.032488 0.0217714 0.0445776
internal_weight=0 390.019 298.004 202.746 222.361 147.85 167.658 57.4886 74.5105 145.136 95.2585 182.232 144.716 31.1887 110.169 31.8418 97.6618 26.2428 119.12 106.084 16.4685 89.6154 113.528 23.2336 94.8604 50.4141 44.4463 12.5074 18.9248 12.3686 49.8019 6.82511 20.5144 16.1795 85.8174
internal_count=75171 32774 42397 26113 15675 11831 17099 5326 3844 11619 16284 24589 19967 3433 11773 1822 10702 2901 9183 8562 1541 7021 16534 3140 10422 5417 5005 1071 2697 1355 4379 856 1524 1277 6732
shrinkage=0.1


Tree=17
num_leaves=36
num_cat=0
split_feature=1 3 2 3 3 4 3 8 1 5 0 0 5 3 2 8 5 8 2 2 8 2 0 5 5 1 3 5 5 5 1 3 4 4 13
split_gain=55.4762 17.8358 6.33142 5.5423 4.62973 3.35136 2.58148 2.50464 2.0646 1.95766 1.82225 1.62374 1.73224 1.36244 1.25766 1.20191 1.09742 1.13003 1.04005 1.03613 0.88166 1.00098 1.08193 0.876891 0.867675 0.856946 0.849363 0.818011 1.94615 0.941955 1.24487 0.810887 0.798224 1.0934 0.77106
threshold=0.0099995299242436903 0.011356103233993055 0.00021918975107837471 -0.48291074775625015 0.76947344601649104 0.054830730659887202 0.1037969223689288 0.20702062126925572 0.27773138880729681 0.09478381515654298 0.017506815493106846 9.4314273155760034e-05 -0.037348089782662776 -0.3742739883018657 2.1785479475511241e-05 -0.17117921729837446 0.12203364244097614 0.047693373556478104 3.54038056684658e-05 0.028177289292216304 -0.32080716603556375 0.017421745695173744 0.036521464586257942 0.09478381515654298 0.094713842090182063 0.0010349740041419866 0.042150444816797979 0.09478381515654298 0.094713842090182063 0.10333572759447493 0.083100944757461562 -0.055381360463798039 -0.00017497591034043578 0.00031424371991306549 0.0030448468009132484
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 14 18 7 6 10 9 27 -3 11 -4 -13 -14 -1 -15 17 19 -2 -11 -7 22 -22 24 -17 -12 -19 28 31 -29 -31 -5 -6 -34 -16
right_child=1 4 5 8 32 20 -8 -9 -10 16 25 12 13 15 34 23 -18 26 -20 -21 21 -23 -24 -25 -26 -27 -28 29 -30 30 -32 -33 33 -35 -36
leaf_value=0.065344668767195691 0.072556675209412322 -0.037706868293442337 0.041969331811368388 0.0045740700335286551 -0.052933553173349447 0.069696167518442292 -0.070101228284956449 -0.065608863489875283 -0.051393054448543411 -0.063438323818947831 0.10390292941139134 0.023337924921747154 0.011500406690309257 0.02082201365006791 0.048270155367466358 -0.010440288023262604 -0.026008079596884823 0.076685761999874924 0.022012682845083349 0.045245947946469078 0.012712621080693457 0.049349787345918383 0.074070416259588906 0.0058506192008048151 -0.056162006308604823 0.038045482415973129 -0.035598814790963502 0.059218563815532026 -0.054596490676953546 0.015150957448227169 -0.032363632558993834 -0.01652027680519667 -0.089469469962031742 -0.053649860321717716 0.017994571938052369
leaf_weight=45.070048520341516 4.4744627764448515 84.855585721699754 14.204358126415171 30.655406560836127 20.095243387375376 9.1825857012590841 3.695753928855992 23.235504549520556 12.527739355471565 0.98493381962180038 2.5235869472380719 33.883775976777535 25.512278179594425 5.7752366771455845 53.053432248707395 6.3366815308691224 17.565273478845484 0.76731895632110436 45.164483937813202 8.0166740746935812 20.714015261473836 26.70773196243681 3.3367558775935313 5.280364701349753 12.031215455383062 9.1023367081652378 5.5203440515324473 2.9890069768298444 10.152157430537043 17.125789565528979 8.1324862017354445 44.93579246752779 25.580698310164735 12.779123739077475 9.9972172887064499
leaf_count=1516 316 14093 699 4290 4287 511 485 3531 1883 61 146 2810 2345 557 2666 988 2977 94 5676 979 1748 1708 241 567 1000 894 693 296 1056 2125 1078 6035 3536 2646 638
internal_value=0 -0.0249349 0.0334957 -0.00174911 -0.0454179 0.0219172 0.0121597 -0.035605 -0.0128595 -0.0296823 0.0148114 0.0105764 0.00555587 -0.0054119 0.0525883 -0.0200761 -0.0089569 0.0106326 0.0265687 0.033354 0.041182 0.0360236 0.0212253 -0.030064 -0.0403886 0.0523409 -0.0218961 -0.0086246 -0.0134868 0.0061344 -0.000147464 -0.00796563 -0.0690787 -0.0775366 0.0434697
internal_weight=0 375.558 286.407 176.157 199.401 178.287 118.346 140.946 126.518 117.71 114.65 103.024 88.8196 54.9358 108.121 29.4235 32.8545 15.2893 49.6389 9.00161 59.9411 50.7585 24.0508 23.6483 18.3679 11.6259 6.28766 113.991 85.7434 28.2473 25.2583 75.5912 58.4551 38.3598 63.0506
internal_count=75171 55652 19519 22755 32897 14699 10491 22428 16763 18897 10006 8966 8267 5457 4820 3112 4804 1827 5992 1040 4208 3697 1989 2555 1988 1040 787 14880 11381 3499 3203 10325 10469 6182 3304
shrinkage=0.1


Tree=18
num_leaves=36
num_cat=0
split_feature=3 3 3 0 0 8 9 9 14 0 12 8 9 9 8 8 9 3 3 9 9 8 9 9 0 14 12 14 12 7 15 9 12 0 12
split_gain=44.4913 13.7081 7.22887 3.76035 2.99676 2.61953 2.13574 3.53616 2.07518 2.20391 2.08805 1.80159 1.95573 1.59749 2.25905 1.54349 1.23384 1.20076 1.01259 0.932337 0.922427 1.20061 0.897573 1.12983 0.893297 0.890307 0.870055 0.859269 1.0802 0.856265 0.824932 0.797642 0.935594 0.788586 0.777699
threshold=-0.057539155706763261 0.48540919693186885 -0.90319584916869633 0.10081615298986436 0.00057373530580662202 -0.18535209547761891 -0.42447059611136456 -0.42526974728621642 0.13557660569548449 0.00022465633810497823 0.0084610175294176412 0.11594731737957557 -0.19421047379619683 0.6818608616655969 0.090637588891358714 -0.41122743452384192 0.85617956675140727 0.98309192455053573 -0.99271512333143608 -0.19319793926780823 0.85628955194357415 -0.057519345844004782 -0.1942085329469812 -0.16717165654058894 0.015993035398423675 0.18502568111975626 -0.0007095365913596007 -0.059710030353834868 -0.012578101123264783 -0.41731436327870403 -0.74454994734024449 -0.27432310614032102 -0.0032301499238164672 0.010484626051038505 0.023570724630602675
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 6 34 24 7 -2 10 -10 27 12 26 29 30 -14 -7 31 -11 -13 21 -18 33 -24 -6 -20 -8 -1 -29 -5 -15 32 -3 -17 -4
right_child=1 17 4 13 5 16 11 -9 9 18 -12 19 15 14 -16 22 20 -19 25 -21 -22 -23 23 -25 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.042078321589071523 -0.055298020549000459 -0.077701897440337966 0.03485498897304886 -0.074922661452257247 0.01491242855593025 0.0053903751464796264 -0.061230467019060555 0.040847688195562788 0.084898958240319233 0.067519446806755132 0.067314818005504359 0.0048596491184465162 0.07818551487086331 -0.082265477425460004 -0.055319117541550715 0.0066352549068094792 0.0010182049160691847 -0.082061929703177175 0.090340813280343824 -0.044952893547660966 0.043986038953051497 -0.04958174620643499 -0.056078796390736069 -0.0021505475513962542 0.04468877413617775 0.018509563602095401 -0.014754435804029837 -0.053811104237216939 0.020763221010379303 -0.034771218642092198 0.023665110019507857 -0.059014899818609502 -0.00052019562393755341 0.070303013297972144 0.099180924274756221
leaf_weight=20.674877106328495 4.7480861473013674 2.2506050837691873 44.528869949223008 5.8212891549337646 20.090897892572684 79.601229080843041 7.7882363166136228 19.684075073804706 23.493646750343032 10.153663499659162 16.128696885629324 4.6880938996328068 2.4805133568588635 0.78086175257340151 6.2686209698440498 5.4120997600257379 8.072282668203119 21.644282464767457 1.9639224229758863 18.928571091761114 1.9389757070457552 11.188894589431584 4.065029307967051 87.675824917707359 20.210183359478833 14.212675987990222 8.3428025301836879 2.0772919025039327 29.900282252230681 60.634420188100194 12.557782565709203 47.95377424248727 5.1979315350763491 3.0371079065371305 1.9623132459237229
leaf_count=1700 551 364 2482 778 1900 10412 1097 1387 680 572 844 677 170 48 783 466 710 3843 145 2544 189 1060 581 11282 2070 1240 1212 219 2284 10149 1506 9519 1070 545 92
internal_value=0 -0.02516 0.0277683 -0.0139101 0.015551 0.00829606 -0.00515274 0.022163 0.0470921 0.0626336 0.0358341 -0.00983881 -0.00482413 -0.030888 -0.00580557 0.000261572 -0.000319215 -0.0620889 0.0427669 -0.0350647 -0.0217573 -0.0283755 -0.00166768 -0.0045401 0.0298447 0.0272302 -0.0371936 0.0261908 0.0159188 -0.0382883 0.0174638 -0.054286 -0.023841 0.0295209 0.0375701
internal_weight=0 329.96 306.199 252.913 187.594 141.102 166.85 24.4322 118.605 49.8239 68.7811 142.418 118.802 86.063 19.6073 102.671 100.801 77.0466 26.3303 23.6167 21.2002 19.2612 100.19 91.7409 40.3011 16.1766 16.131 52.6525 31.9776 66.4557 13.3386 55.4023 7.44854 8.44921 46.4912
internal_count=75171 48572 26599 33776 18915 16341 20512 1938 7684 2637 5047 18574 15353 13264 2337 13044 12371 14796 1957 3221 1959 1770 12874 11863 3970 1385 2309 4203 2503 10927 1554 10953 1434 1011 2574
shrinkage=0.1


Tree=19
num_leaves=36
num_cat=0
split_feature=1 3 1 3 3 3 3 9 1 3 14 1 5 4 4 9 11 9 9 0 3 9 3 11 5 9 11 3 4 1 1 4 3 9 9
split_gain=42.5871 11.2555 6.30425 4.10914 3.73512 2.83067 2.40812 1.71355 1.67962 1.53827 1.5239 1.40153 1.26692 1.17047 1.96963 1.04274 1.22612 1.83014 0.99808 0.885671 1.20445 0.871436 1.10373 1.20412 0.990064 0.797408 0.795998 0.84218 0.786621 0.775046 0.758216 0.742166 0.733441 0.704239 0.693262
threshold=0.016340757720172409 0.02080121100880206 0.0016835400601848962 -0.41400573542341584 0.90443554951343696 -0.98940199092092473 -0.55738026089966286 0.85617956675140727 0.28652019798755651 0.093605788038985352 0.64748696732418476 9.4895520305726691e-05 -0.10797528713619468 0.0009755208157002927 -0.016849916428327557 0.85628955194357415 -0.0032041967704781482 0.85617956675140727 0.33120502083853914 0.010138762649148704 0.063203864730894579 0.6818608616655969 0.37579783319961285 -0.018025322622460396 0.095203486163708134 -0.0830751225486243 0.0018935391163702822 1.0000000180025095e-35 0.27194831706583505 0.31410332024097448 0.036971289664506919 -0.0087066472624428553 -0.98284225605311792 0.85628955194357415 -0.26830156727523358
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 32 21 10 34 9 15 -8 13 -7 -13 14 -1 16 18 -18 30 26 -21 29 23 -23 -25 -6 27 -14 -15 -3 -5 -16 -2 -9 -4
right_child=1 4 6 8 25 11 7 33 -10 -11 -12 12 19 28 31 -17 17 -19 -20 20 -22 22 -24 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.064120582694484216 0.043894013802865298 -0.032856401969362792 -0.00093841239082050488 -0.01170605537438664 -0.053300359908614342 0.045384705603829491 0.0091120352262192509 -0.044794673408621949 -0.04908936708120952 -0.055180809529870034 0.11570699486563073 0.048286669409820605 0.0023073377219045041 0.083160486619295246 -0.052596572142164372 0.045815573166695482 0.0021079129406196316 -0.055267324117083655 0.01248530927935641 0.05741849232643087 -0.05690852716662001 0.050240046946608587 -0.052297646762422524 -0.045932503407806996 0.0038708856402899978 -0.082583202201481756 0.030300696529852331 0.074947281134603749 0.010844873879348939 -0.051557464150107306 -0.044831232534992646 0.020826328726408012 0.013700825548430093 0.061412801379529869 0.034653776552151565
leaf_weight=9.6190929850563389 10.918189738193176 69.965343830306665 6.5303641468053675 10.313327858690174 16.096145991119556 57.753515922173392 56.485544200695585 10.184175054542717 12.918020807715946 3.9838705699949051 5.0296711432747534 18.721605376136722 35.980008151571383 14.112083227257243 2.391309370752424 3.1537390791345379 53.855579081631731 6.1994666918180874 5.4472945081652133 9.2163839274726325 1.0238634462002654 3.1662800915073666 7.0792433372116639 6.901749721379022 9.4664610894396883 22.022889905369084 19.791830993490294 1.6701650831382711 1.6836416820297007 32.434948266716674 20.939606536412612 3.2446920208167311 30.576820700764074 0.66509630042128343 33.783773688977817
leaf_count=387 1111 13222 700 1328 3230 2672 6830 981 2119 761 128 1011 3062 569 97 320 8133 717 616 686 46 395 1171 858 1055 4278 1622 133 96 6249 2962 127 4340 60 3099
internal_value=0 -0.0247353 0.0280277 -0.00526203 -0.042716 0.039594 0.00935317 -0.00168941 -0.0151579 0.00487627 0.0646437 0.0333244 0.0252631 0.0563724 0.0366161 -0.0107706 -0.012615 -0.00381492 -0.0270152 0.0188945 0.0459876 -0.03459 -0.0184688 -0.00620938 -0.017129 -0.0702182 0.0140646 0.00552965 0.0754525 -0.0387799 -0.0339001 -0.0103264 0.0216453 -0.0382838 0.0288883
internal_weight=0 321.455 291.871 154.322 167.133 180.238 111.633 71.3187 112.827 60.4694 36.0805 144.157 86.4039 31.0508 15.2551 99.909 96.7553 60.055 36.7002 67.6823 10.2402 129.014 26.6137 19.5345 16.3682 38.119 57.442 37.6502 15.7957 102.4 31.2529 5.636 41.495 10.8493 40.3141
internal_count=75171 52104 23067 21646 30458 10636 12431 8632 16195 7591 1404 9232 6560 1276 611 14076 13756 8850 4906 5549 732 22950 3479 2308 1913 7508 4817 3195 665 19471 4290 224 5451 1041 3799
shrinkage=0.1


Tree=20
num_leaves=36
num_cat=0
split_feature=1 3 3 3 3 9 7 1 3 9 7 5 9 3 3 9 9 12 9 11 0 12 12 12 9 9 3 3 5 5 0 9 12 3 12
split_gain=37.5485 13.3425 4.4793 3.83837 3.54871 2.34051 2.15545 1.52217 1.48439 1.32218 1.71745 1.41236 1.20364 1.06978 1.06602 0.93945 1.90779 1.09254 1.32623 1.1151 0.894114 0.869733 0.855047 0.848104 0.818455 0.978849 1.12297 0.791622 0.78382 0.760076 0.713809 0.70455 1.17481 0.694992 0.683505
threshold=0.0054924488067626962 0.011356103233993055 -0.89324227313045401 0.76947344601649104 -0.53640687924053043 0.12314213773921391 0.054965111898978763 0.22742266952991488 -0.3742739883018657 0.11518508253984823 0.007219097663532366 0.095203486163708134 -0.15052162734322766 -0.98940199092092473 0.11510317190550269 0.85617956675140727 0.85628955194357415 -0.0062333292561601522 0.6818608616655969 0.014736760859011893 0.0037637597415596251 0.012932920207659656 0.011290343876675218 0.0055762209324059595 -0.18305554239613195 0.11655322581257453 -0.97415880602784444 1.0000000180025095e-35 0.10574012296773543 0.13953307105740478 0.14747168123722079 -0.12748097560824609 0.0062338722480604711 0.98946771609189466 -0.0062333292561601522
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 12 9 21 14 8 15 -7 30 -11 -12 22 -14 27 17 -17 -6 19 -19 -10 24 -1 -13 34 -26 -27 -4 -9 -16 -3 32 -5 -33 -2
right_child=1 3 5 31 7 6 -8 28 20 10 11 23 13 -15 29 16 -18 18 -20 -21 -22 -23 -24 -25 25 26 -28 -29 -30 -31 -32 33 -34 -35 -36
leaf_value=0.023416482483499906 -0.026332871098184798 -0.030849149555935842 0.029928407287167658 -0.060711411533686421 -0.02310671925292165 0.013055389915320051 0.027607252439036917 -0.025041517921142922 -0.045419237429463237 -0.038036450679706325 -0.018390571952051762 0.016762641687547233 0.074823598797891633 0.046134540464409075 0.036177884221925534 -0.047423773607067343 0.046889879102929924 -0.0028561237070557355 0.091481858132426999 0.038794349796509975 0.00080558331148489551 0.061596812352305866 0.058463648203145369 0.10632314342310777 0.054878052283848539 0.048462773276207786 -0.00064788942809961079 0.057402721815075081 -0.075560344916008979 -0.10534380689499666 -0.050832251795436989 -0.062663070799769932 -0.00053917182171224454 -0.096452886970143023 0.0137301219950706
leaf_weight=20.663265375944324 6.2949408723798141 45.353781031750259 68.222853199025849 16.339474723470634 20.785258162009995 14.952937562251462 27.073888072452974 10.415547644472097 12.030022673367059 24.453186583763454 19.689165994815998 9.5976317671011184 25.28262192234979 26.748880403785734 0.63236849172972032 11.601732461946083 2.6311995810829094 74.625068435532739 1.6427582135656837 7.0338451980496748 6.4163238688197444 4.7383396635996169 10.497774011513682 1.1882491830619972 8.917778035989615 6.9123448747996035 14.263918918673879 12.392272843630051 4.3555134892812921 0.94904275564476848 29.503889415267622 19.689531955729766 4.0487072252144563 8.8110250186145986 13.163517154796862
leaf_count=1220 895 7976 4821 3204 2837 1293 2313 1787 1293 4315 4208 1211 1078 1859 115 1308 275 11072 159 1045 724 429 378 178 1215 705 2012 809 631 71 4958 4749 939 1656 1506
internal_value=0 -0.0195236 0.0323244 -0.0390749 -0.000880706 0.0215707 0.00663809 -0.00967014 -0.0103598 -0.0300792 -0.0182964 -0.00245693 0.0507664 0.0600748 0.0325568 -0.00589151 -0.0299883 -0.0025965 0.00252117 0.000731519 -0.0293405 0.0206661 0.0352234 0.0266293 0.0167522 0.0270864 0.0153828 0.0341518 -0.0399379 -0.0487527 -0.0387252 -0.0629558 -0.0487623 -0.0731093 0.000769476
internal_weight=0 366.056 225.862 178.675 187.382 142.67 60.4732 133.091 33.3993 129.786 54.9282 30.475 83.1925 52.0315 82.1965 118.32 14.2329 104.087 83.3017 81.6589 18.4463 54.2908 31.161 10.7859 49.5525 30.094 21.1763 80.6151 14.7711 1.58141 74.8577 48.8887 20.3882 28.5006 19.4585
internal_count=75244 59270 15974 33394 25876 11439 5623 19114 3310 22846 9912 5597 4535 2937 5816 16696 1583 15113 12276 12117 2017 6762 1598 1389 6333 3932 2717 5630 2418 186 12934 10548 4143 6405 2401
shrinkage=0.1


Tree=21
num_leaves=36
num_cat=0
split_feature=1 2 8 2 2 6 4 4 4 8 2 2 6 12 2 2 0 8 8 2 12 2 0 6 6 4 0 0 1 7 1 0 8 2 0
split_gain=32.4655 9.15507 6.14035 3.70165 3.06843 2.66585 2.49377 1.67999 1.38657 1.2886 1.17134 1.0781 1.01284 1.0006 0.863589 0.808156 0.829374 0.750493 0.731638 0.922482 0.687131 0.654724 0.640031 0.63884 0.832038 0.631886 0.628176 0.610016 0.609908 0.607088 0.59337 0.570836 0.568794 0.656095 0.547222
threshold=0.035353718325495727 0.00027285097166895872 0.033768607029080487 0.14864309132099154 0.0026502488180994992 -0.30519758853100692 0.10626303404569627 0.0025229624006897215 -4.546730451693292e-05 -0.3326285143964095 0.93947085738182079 2.8154022402304694e-05 -1.1675184715957359 -0.0063646761980660511 0.69380831718444835 0.00089506604126654576 0.025120441801846031 0.22038957855027133 -0.26060447420691618 0.035900330170989043 -0.011288296554023669 0.98036494851112377 0.034536996856331832 0.14895427015004084 0.45847230993514348 0.020980458706617359 0.021520052105188373 0.00022465633810497823 0.0015655434690415861 -0.18325017649426803 0.024031372740864757 0.030656220391392711 0.026440645814786303 0.54108688235282909 0.028107815422117714
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 11 4 5 -2 6 13 8 17 -7 20 23 -8 26 -10 29 -17 21 31 -20 -6 -4 -9 -1 25 -25 -3 -13 -14 -11 -28 -15 33 -5 -22
right_child=2 3 7 32 10 9 12 22 14 15 -12 27 28 18 -16 16 -18 -19 19 -21 34 -23 -24 24 -26 -27 30 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.066359627488004211 0.032068087528431537 0.0047613966143966362 -0.028388573382846279 0.017704102384373577 -0.038144277450110065 0.034117033781149442 0.10300758161041595 -0.063003115971671464 -0.048660705032306822 -0.010813095472967502 -0.082177976158009994 0.04760675987502553 0.055128525332983895 0.037136892468364498 -0.078192603667749883 -0.010058808044710897 0.013134162324896276 -0.057938794530983086 0.0036224118506956193 0.033039282418001407 -0.039756484197755432 -0.070353732598280094 -0.013360163061008075 0.031538645693349313 0.055331928300845261 -0.045808187000204795 -0.06639558415892291 0.027139375657412319 0.023023263683138465 0.028852035555104433 0.016840143490422173 0.1113014218271023 -0.05701426844087866 -0.088985423562338101 -0.010398065981753107
leaf_weight=27.777595816121902 14.355717500264289 8.5749128991155867 39.228883754840354 2.4145749425515528 11.86005497977021 11.752579014981164 3.1894007808296037 2.9595046330068753 19.934087059358717 5.3455457880336352 2.7016012645908623 26.572402731340844 15.946328142570566 5.2248965016915454 19.67573912053922 68.182941225692048 19.92373558843974 15.609077807312131 25.414346479519736 18.362387613975443 6.8577369626436839 4.1069726163113947 21.207599411485717 3.2995895664207664 12.942071266937999 1.5535056400112806 2.9833820041094432 32.217001256649382 9.4082124698616081 13.872109963151159 1.2013320174301041 1.2950446195900438 8.9968991666100901 0.75714043993502844 85.564273143856553
leaf_count=1116 1825 953 7902 380 1758 1048 108 518 3408 566 546 1252 736 478 3611 8392 2966 3396 2825 2010 999 920 4456 170 592 77 267 2744 948 1287 189 90 1819 169 14723
internal_value=0 0.0208965 -0.027295 0.00944957 -0.0113433 0.012547 0.0253725 -0.043067 -0.0488608 0.00268098 -0.0171685 0.0453392 0.0498963 0.0142713 -0.0633303 -0.000761438 -0.00481414 -0.0391376 0.020616 0.0159615 -0.0154843 -0.0323656 -0.0194394 0.0568831 0.0420907 0.00677945 -0.0107389 0.0363905 0.0432153 0.0178189 -0.0425006 0.0518681 -0.0441774 -0.00776444 -0.0125765
internal_weight=0 327.208 244.061 222.846 121.339 210.677 91.6002 122.722 98.5548 119.077 106.984 104.362 28.5439 63.0563 39.6098 107.324 88.1067 58.9449 50.2967 43.7767 104.282 43.3359 24.1671 45.5728 17.7952 4.8531 12.7596 58.7894 25.3545 19.2177 4.18471 6.51994 12.1686 3.17172 92.422
internal_count=75244 31182 44062 25231 19851 22863 8604 24211 19237 14259 18026 5951 1792 6812 7019 13211 11358 12218 5403 4835 17480 8822 4974 1955 839 247 1409 3996 1684 1853 456 568 2368 549 15722
shrinkage=0.1


Tree=22
num_leaves=36
num_cat=0
split_feature=3 1 2 3 3 15 9 9 9 1 7 12 2 3 1 0 3 1 15 2 7 12 3 0 15 9 12 9 3 0 9 15 15 15 3
split_gain=28.5423 9.90775 5.85298 4.05267 1.79387 1.9562 1.73094 1.66159 1.4011 1.66786 1.432 1.33649 1.33622 1.27316 1.06413 1.03382 0.965798 0.964339 0.941083 0.871553 1.3179 0.874918 0.850273 0.965412 0.806181 0.792142 1.01447 0.788343 0.830096 0.779749 0.674542 0.855437 0.670229 0.662846 0.648963
threshold=-0.068107926752418266 0.019425633363425735 0.00027285097166895872 0.55988206714391719 0.1037969223689288 0.20190217545036035 0.12191193326102312 0.056867991751345624 0.6818608616655969 0.1423263102769852 -0.070415579735254363 -0.00082643406462267301 0.028816829435527328 -0.89324227313045401 0.003188127302564681 0.025120441801846031 -0.98940199092092473 0.0024274536408483986 -0.11117550457829506 0.035900330170989043 0.075747064914087517 -0.011026366610149619 -0.025003131013363596 0.046227984130382545 0.53200774011316299 -0.12748097560824609 0.001721118803720349 -0.19421047379619683 -0.18390323617495594 0.017506815493106846 0.41217494464551224 -0.06565835715127849 -0.075281066520688361 -0.17343299708663976 -0.48291074775625015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 7 8 5 12 17 11 9 19 -10 -1 22 -8 -14 -12 -9 29 -15 21 -21 -3 23 -2 -20 26 -5 -19 -29 -4 31 -18 33 -6 -13
right_child=1 3 6 25 32 -7 13 16 10 -11 15 34 14 18 -16 -17 30 27 24 20 -22 -23 -24 -25 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.00056947062346921363 0.010804082304950963 -0.090224845142495749 0.031267484542459076 -0.057426767777073867 -0.012416020165354674 -0.026685387558463194 0.027138206811289679 0.069677546715223679 -0.033947903736930768 -0.041477268189969663 -0.083550470549998271 0.043144142663622147 0.046851560355632593 -0.024173171515526899 0.01313360824612129 0.019111426114388121 0.010419058490893821 -0.00039132939795064276 0.010119938789536449 0.0011671033620089838 -0.030389109968820091 -0.028241682149097037 -0.017356606367079284 0.102468743397235 -0.026683655290773257 -0.065578630997597101 -0.013957985778117866 0.03655834657682263 0.0030450123964975355 0.082174991662185767 0.067849602557362901 0.049222666685728028 -0.012864309432890237 -0.11449635301220747 -0.0063906902150031534
leaf_weight=11.447057916768243 13.620848590740936 2.5797086940729086 24.457430711292549 14.430286036949839 0.97569116629892993 10.566143653646575 15.017553593468618 24.375658847129671 10.038254041632173 55.528236930331332 1.0410418382380182 31.118043506052341 20.980046936776489 18.450131865742151 16.899160175496945 16.980782295053359 8.9610030876647215 21.187386928504566 31.777180571807548 31.888601443482912 22.624463101907168 19.426527418894693 11.863426718191475 1.2548192886169989 7.3235472650267175 32.071644797113549 8.5500218794331868 20.488953280815622 11.561209411884191 3.4308511693379833 8.4081785609014315 15.522401239635656 3.3870168435387304 1.827641335519729 2.8905070955952423
leaf_count=942 1359 358 1994 2976 260 1307 1709 1130 1302 10778 92 1635 1360 2473 2112 2154 741 3131 4228 5808 4204 3071 1322 73 964 8211 2037 2890 1643 264 432 1128 770 203 183
internal_value=0 -0.0207784 0.0247809 -0.0320197 0.00894406 0.0132044 0.0124294 0.0432612 -0.023972 -0.0282843 -0.0036789 0.0289859 0.019727 0.00120873 0.0318089 0.0131811 0.0545922 0.0224664 -0.00555742 -0.0187105 -0.0119296 -0.0355077 0.0026116 0.0185363 0.00322664 -0.0554247 -0.0412538 0.0145753 0.0244693 0.0375302 0.0434127 0.0350204 -0.0427995 -0.0789676 0.038934
internal_weight=0 296.534 256.417 215.16 81.3748 75.1844 153.694 102.723 160.108 132.048 28.0601 45.4556 64.6183 72.5684 37.8792 18.0218 57.2672 81.1258 57.5509 76.5193 54.5131 22.0062 26.7391 14.8757 39.1007 55.052 22.9803 53.2375 32.0502 27.8883 32.8916 24.4834 6.19035 2.80333 34.0086
internal_count=75244 49757 25487 40991 8766 7533 19296 6191 27767 24219 3548 2760 6226 9374 3472 2246 3431 9922 7665 13441 10012 3429 2754 1432 5192 13224 5013 7664 4533 2258 2301 1869 1233 463 1818
shrinkage=0.1


Tree=23
num_leaves=36
num_cat=0
split_feature=2 2 4 2 13 6 14 4 9 9 9 2 9 9 9 9 9 9 11 6 2 13 9 9 11 4 15 6 4 4 14 6 2 15 14
split_gain=24.4333 10.4394 4.81871 2.36406 1.83938 1.48919 1.46569 1.213 1.16841 3.98257 1.29748 1.12045 1.09983 1.30013 4.13092 1.21973 1.00594 1.23804 1.21381 0.881292 0.860438 0.795088 0.752686 0.663923 0.659903 0.644953 1.01876 0.773294 1.23432 0.695215 0.718947 0.835292 0.633962 0.633198 0.608812
threshold=0.0018896856345236304 0.38635417819023138 0.011488341027870776 2.8154022402304694e-05 0.003500272985541376 -0.27923333895101882 0.16787046498473221 0.12914464017376306 -0.42526974728621642 -0.42447059611136456 0.85628955194357415 0.95823371410369884 -0.39319345686807028 -0.1942085329469812 -0.19421047379619683 -0.17040472034105356 0.85617956675140727 0.42622079570493049 -0.018578181730885813 -0.72345075676121351 0.029775590635836128 -0.0035712809317541938 -0.22234328130114309 0.11729737657577032 0.0081712737169315659 -9.6955038316082196e-05 -0.13840316084165796 0.33993625067563099 -0.00073112966492772092 6.9329689722508203e-07 -0.022319623923957584 1.0000000180025095e-35 0.011165643576532604 0.1742103726216053 0.89347820898678265
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 6 19 7 33 -4 -2 -10 12 -3 -11 14 22 -15 17 32 -19 -5 -16 -12 -14 -13 -6 26 -18 28 -28 -27 -31 -32 -17 -1 -7
right_child=1 11 5 4 24 34 -8 -9 9 10 21 23 13 15 20 16 25 18 -20 -21 -22 -23 -24 -25 -26 29 27 -29 -30 30 31 -33 -34 -35 -36
leaf_value=0.030146378627522587 -0.05602924588321842 -0.039308044958435262 0.009907254496366074 0.056124905925981738 -0.008966941019354472 -0.0038721804991645342 0.072651386412617924 0.038614399860799939 0.049905500464952214 -0.056801749875249136 0.052846336980745312 -0.049213154398483415 -0.014100368613023707 -0.05530050334330805 0.022265003178356699 0.0018084897121686103 -0.067578377156178634 0.078963303672698035 -8.7386322614351798e-05 0.027676570314186234 0.072208314642740454 -0.00321208950343101 -0.052059277651001795 -0.081904326253132334 0.048295995092149289 -0.10007169786051003 -0.0087579919978666744 -0.030688928393164058 0.11421663591630885 -0.010989042295550956 -0.10096879476157389 -0.032573623884269161 -0.022975128078481316 0.080995184390338731 0.076838070805298808
leaf_weight=21.000561843771724 6.6227770694531491 42.483716329399613 35.461002004245529 12.53944505433901 17.233833361329747 44.198499688704032 20.322557030653115 25.164140538545325 9.4821901121758838 7.2244730107922797 3.930073311610613 12.074063578795178 15.085985605590393 9.9662491263297834 9.6266169683076424 12.113889538202782 2.8269766957964748 2.2717971802921957 13.396794022817629 82.756912179582287 5.3759756945073596 7.1024160559172724 7.9907337643380769 12.796375095320398 2.2785647419514126 2.3598542686086139 2.2144345873966818 3.3352249157615006 1.2926435412373409 4.8744702572002998 3.014706111047416 4.3797356123104692 69.74823943345109 2.772214973694644 0.95478908729273726
leaf_count=1172 913 10655 4336 991 1970 6877 803 1973 1049 999 481 3225 2964 1593 1164 2140 315 277 1716 7518 960 911 1336 2780 186 253 230 386 152 555 314 489 13306 117 138
internal_value=0 -0.0134932 -0.00574069 0.0332515 0.0256924 0.0115831 0.0529328 0.0218229 -0.014713 -0.0133284 -0.0165155 -0.0491764 -0.0185883 -0.0169631 -0.000687591 -0.0216656 -0.018914 -0.0143785 0.0113742 0.0314199 0.0401615 0.0167574 -0.0272443 -0.0660335 -0.00228005 -0.0371192 -0.0170798 0.00378424 0.0365682 -0.0503648 -0.040804 -0.0604583 -0.0193077 0.036076 -0.00216552
internal_weight=0 377.369 310.015 158.904 114.809 105.778 44.0953 60.6251 204.236 197.613 188.131 67.3542 177.099 169.874 38.0793 131.795 121.829 97.5307 15.6686 95.2964 15.0026 11.0325 23.0767 24.8704 19.5124 24.298 9.66928 6.8423 3.50708 14.6288 12.2689 7.39444 81.8621 23.7728 45.1533
internal_count=75244 62487 45827 12757 10665 13324 2092 6309 32503 31590 30541 16660 29149 28150 6424 21726 20133 17439 1993 8509 2124 1392 4300 6005 2156 2694 1083 768 382 1611 1358 803 15446 1289 7015
shrinkage=0.1


Tree=24
num_leaves=36
num_cat=0
split_feature=1 3 3 3 3 9 7 1 10 7 14 2 14 10 10 3 10 2 1 9 10 14 10 15 14 7 1 3 2 10 10 2 10 2 1
split_gain=22.7521 8.99673 2.72444 2.60191 2.26542 1.36589 1.38694 1.18431 1.2413 1.53336 1.15789 1.21534 1.12794 1.17466 1.09874 1.0168 1.01094 0.985305 1.11822 0.951618 1.63971 0.870589 0.865603 0.839687 1.03039 0.82033 0.813965 0.780128 0.698299 0.808286 1.22492 0.692256 0.67255 0.666739 0.674364
threshold=0.0054924488067626962 0.011356103233993055 -0.89324227313045401 0.90443554951343696 -0.18390323617495594 0.12314213773921391 -0.12117254452791411 0.27773138880729681 0.68616721963547589 -0.19916491999097541 -0.062552379119151028 0.13482534140348437 0.13557660569548449 -0.19494093415058425 0.85477950181890006 -0.9912275545648298 0.70900606260725618 0.036758303642272956 0.057508571073412902 0.42622079570493049 0.0064450579003095193 -0.066130976501950503 -0.19654991179956058 -0.083792210831278899 -0.35233800040915003 0.015902222612710095 0.00057261853362433623 -0.97777841063361837 5.2534240239765502e-05 0.011232844138363661 -0.10320595741975701 0.037611741572618491 0.53431431046324585 0.04135208576917649 0.0074793146923184404
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 12 19 28 10 -7 8 17 -10 11 14 21 -14 16 -15 31 18 22 33 -21 23 -6 24 -1 -22 -8 -26 -2 30 -30 -4 -28 -3 -35
right_child=1 3 5 -5 7 6 26 -9 9 -11 -12 -13 13 15 -16 -17 -18 -19 -20 20 25 -23 -24 -25 27 -27 32 -29 29 -31 -32 -33 -34 34 -36
leaf_value=-0.057389905141258857 0.044272533264068936 -0.060217732951558349 0.0049253833173451712 -0.060233277078086095 0.026405549235165304 -0.01859424503967368 0.029783426020598872 -0.04435853715426305 -0.092865487907161509 -0.010804999577474229 0.036635087547763699 -0.093867211079077056 0.0083015744681339005 0.085105353531211334 -0.061991711086985625 0.046713016184405876 0.13074626068545236 0.010163318223142571 -0.03601659746331165 0.034695638632951172 -0.043310542381304939 0.019067884979736854 -0.011505686253103881 0.06679813477899281 0.082675799040688808 -0.0037251926708830939 -0.0078797721123299684 -0.0026598857852504921 0.030600174855265113 0.038935416098791663 -0.0035357640477872475 0.041536775676739648 0.054097182568022317 0.043653810610152395 -0.030414399817963178
leaf_weight=1.3563510922249404 6.8449108802305991 7.6066078544827169 16.219607180843028 29.461366907475167 8.1391375301463942 16.19468037300976 20.487811028695432 8.9661378606542694 3.4994024969637394 6.519000100088304 45.657324612955563 1.0694857864582434 4.4063250291510476 12.465720770560438 1.7368806661106635 15.44589974192786 0.8017941564321508 36.027924349124078 13.570678871154085 6.1664205375127521 10.715143233479468 23.853891247446882 23.159685630671454 10.017812205944209 2.2796167887863699 10.235968747379955 14.176978720788613 2.0210601027647495 14.542203550445263 8.6386078201103356 37.930077790122596 7.5772996937157577 1.9976254362845782 1.2461834760324553 90.31939380683616
leaf_count=74 557 1267 1429 7598 1310 1941 1750 1748 352 884 3593 107 223 523 108 1046 53 5816 2222 939 1644 1662 3504 669 146 1497 1831 187 2544 1134 5867 558 123 226 20196
internal_value=0 -0.016164 0.0268891 -0.0334731 -0.000101413 0.0180232 0.0057783 -0.00968435 -0.00626478 -0.0394685 0.0268819 0.0106329 0.0424274 0.0562846 0.0148766 0.0638596 0.0203042 -0.0021528 -0.012042 -0.0272304 -0.0106301 0.0310981 -0.00164702 0.0494055 0.0186056 -0.0239705 0.0165442 0.0425731 0.0139837 0.0105911 0.00592469 0.016583 -0.000225381 -0.0317696 -0.0294064
internal_weight=0 323.589 197.766 155.751 167.838 125.919 52.8571 99.882 90.9158 10.0184 73.0624 27.4051 71.8467 32.3179 26.3356 27.9116 24.5987 80.8974 44.8695 126.29 27.1175 39.5287 31.2988 15.6748 5.65703 20.9511 36.6624 4.30068 67.9558 61.1109 52.4723 23.7969 16.1746 99.1722 91.5656
internal_count=75328 59305 16023 33367 25938 11493 5645 15836 14088 1236 5848 2255 4530 1792 2148 1569 2040 12852 7036 25769 4080 2738 4814 1076 407 3141 3704 333 10102 9545 8411 1987 1954 21689 20422
shrinkage=0.1


Tree=25
num_leaves=36
num_cat=0
split_feature=1 1 1 1 4 10 10 4 6 6 9 10 12 12 10 7 9 6 6 9 6 12 9 9 12 4 4 1 1 1 14 10 1 1 4
split_gain=20.6351 5.30635 3.13324 1.53296 1.29213 1.20821 1.54807 0.946569 0.931426 0.903511 0.890688 1.55619 0.759189 0.707372 0.705182 1.00138 0.684518 0.677369 0.955187 0.588605 0.588652 0.621224 0.898004 0.586556 0.585703 0.585156 0.665515 0.575884 0.551899 0.570027 0.551775 0.53555 0.523669 0.583611 0.496178
threshold=0.031009010039269928 0.0015655434690415861 0.39902016520500189 1.608477305126144e-05 0.012166915461421015 -0.45095191509853044 -0.4509362535116449 0.054830730659887202 -1.1675184715957359 0.0078765813343756423 0.6818608616655969 0.0064450579003095193 0.019784239612575968 0.013689600109344641 0.68616721963547589 -0.42926724084180584 0.6818608616655969 -1.3167931069492644 -1.0157404295055754 0.85617956675140727 1.2212373164690624 0.013320823891028009 -0.062428991040933191 -0.082511840548303558 -0.014520315939350647 -0.00013408006634563205 0.00021759653463959697 0.014017931651324035 0.060042858123779304 0.06357149034738542 0.89347820898678265 -0.20664182907255046 0.41842758655548101 0.45023602247238165 0.0022662555275019263
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 5 -1 17 -2 -7 10 -6 -5 13 -12 30 28 31 -16 34 -3 27 20 21 22 24 -15 -20 -13 -27 -19 -8 -30 -11 -10 -18 -34 -4
right_child=2 4 16 9 8 6 7 -9 14 12 11 25 -14 23 15 -17 32 18 19 -21 -22 -23 -24 -25 -26 26 -28 -29 29 -31 -32 -33 33 -35 -36
leaf_value=0.054296115454489008 -0.075550362153146255 -0.070326002474668456 -0.053893568437129391 0.035052383351024917 0.07521647462195527 0.056248063551055438 -0.013227461455518931 0.004161839878596826 0.046054347085865796 0.011574059008222023 0.05196378721402465 0.009652037437590133 0.06346611491552985 0.022735218894053492 -0.14194707847267296 -0.004702782220446928 0.09895936569797488 0.09792220125438042 -0.053940201641606761 -0.020325109401954946 -0.034300960146670827 0.031807946139570741 0.012177854602961322 -0.039849942332035218 -0.0078240696348603738 -0.042775459727632997 0.00045283956842893198 -0.0026143225200294488 -0.067493666874596708 -0.026927290372255237 0.052040411169708083 0.013722368122520459 -0.098159240368159734 -0.016088002837591386 -0.015807786431364896
leaf_weight=24.971037405441166 3.3484648599405764 1.4613580208388146 36.10597787691222 64.234787841269281 2.6411091793561345 3.0048322994261971 31.913222110197239 20.206631284650939 6.0082795581547535 47.153319932331215 4.4116454993491088 7.4912976350169691 3.3718743772187727 5.817659947759239 0.60487276781350363 4.3904762282618313 0.35459028283366834 1.5166606834973202 3.0827347663580467 16.628548247506842 4.5092122585047028 6.737370745278894 28.93403112504166 2.0165799980022703 25.830361489483035 8.5223270813003129 6.1181132124038404 0.91257483162917186 3.6198892896936732 80.373351800684759 3.6288844209630033 34.775387629357283 0.97111222555395116 8.0390879176266008 3.7786620727274558
leaf_count=1197 604 134 8414 4483 149 581 6140 3433 932 4200 577 1007 244 1034 41 472 83 137 435 1796 731 781 4929 594 3734 1079 852 140 648 17730 267 4919 93 1620 1118
internal_value=0 0.0183056 -0.0222653 0.0317803 0.00431086 -0.016053 -0.0149047 -0.0161587 0.0174732 0.0270311 -0.0188909 -0.00226888 0.0175168 -0.0224565 0.0141419 -0.0213213 -0.0445727 -0.00280111 -0.00168169 -0.00343403 0.000631087 0.00307 -0.000277066 0.00662542 -0.012741 -0.0130794 -0.0247107 0.0601543 -0.0244222 -0.0286756 0.0144658 0.0184855 -0.0202425 -0.0249336 -0.0502853
internal_weight=0 281.393 226.093 143.36 138.033 176.844 173.496 170.491 48.4201 118.389 150.284 26.5434 54.1541 123.741 45.779 4.99535 49.2494 89.6129 88.1515 85.7223 69.0937 64.5845 57.8471 7.83424 28.9131 22.1317 14.6404 2.42924 115.906 83.9932 50.7822 40.7837 9.36479 9.0102 39.8846
internal_count=75328 29721 45607 10391 19330 34279 33675 33094 6513 9194 29661 3515 4711 26146 6364 513 11328 12817 12683 12406 10610 9879 9098 1628 4169 2938 1931 277 24518 18378 4467 5851 1796 1713 9532
shrinkage=0.1


Tree=26
num_leaves=36
num_cat=0
split_feature=8 0 4 8 13 9 10 6 6 9 10 4 12 9 9 8 4 6 4 6 13 4 10 6 13 10 4 9 9 4 0 0 12 8 9
split_gain=15.4075 5.53821 3.47977 2.22289 1.38235 1.34515 1.19363 1.62349 1.10043 0.996848 0.944797 0.899241 0.881106 1.15888 0.875344 0.803836 0.765144 0.691754 0.689568 0.669283 0.750353 0.660536 0.630642 0.692334 0.634856 0.56789 1.09455 0.522891 0.95528 0.825594 0.633631 0.518508 0.518345 0.601452 0.521906
threshold=0.032289183887852783 0.00092793098883703362 0.0093965735286474245 -0.10658611860756841 4.6313187628336603e-05 -0.42526974728621642 0.69288819253036216 -0.43079426194318859 -0.92906001864424115 0.85628955194357415 -1.0000000180025095e-35 0.048676241189241416 -0.0028178491802857866 -0.12748097560824609 -0.42447059611136456 -0.3753618593955772 -0.10412312299013136 -1.3167931069492644 -0.026469974778592583 0.061190227196830253 0.0019899299327003372 0.078093236312270178 0.34969214009669297 -0.19169279074810355 -0.0032630160794630257 -0.067415476170762489 0.054830730659887202 0.85617956675140727 0.6818608616655969 -0.026469974778592583 0.14429435878992083 0.0040408943314105281 -0.0062333292561601522 0.26086194698796633 0.86275297501296611
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 19 4 5 14 -3 7 21 10 11 17 16 -6 -14 -2 18 -5 -7 -10 25 -21 -4 24 -24 32 26 -1 28 -18 -29 -30 -9 34 -34 -16
right_child=2 3 6 9 12 8 -8 31 15 -11 -12 -13 13 -15 22 -17 27 -19 -20 20 -22 -23 23 -25 -26 -27 -28 29 30 -31 -32 -33 33 -35 -36
leaf_value=0.015720215028392798 0.035544028657992957 -0.071855625899004391 0.012988262173938329 0.030821234306584663 -0.060406101468710817 -0.03929423088483814 -0.049181933330886614 0.039112871576453552 -0.02264336994684512 0.042148091533137914 0.081506169049054361 0.009539290524049936 -0.014468652585864401 -0.048544402530894933 -0.039537371829784063 0.0092391988927660231 -0.011822687413457966 0.041996763136043211 0.042045552699129352 0.031284511873486208 0.00090612774405394905 0.059397127473202666 -0.03740075660833287 -0.11983146297373662 -0.03394760907604806 0.050986096334817876 0.07843899502621679 0.053283136298193971 0.068907514559770705 -0.039418871525821027 0.0042097075116964925 -0.019012257153408603 0.0092391150611366105 -0.046491911543553671 0.034191474216205199
leaf_weight=14.343154192320073 2.4752481987816273 1.7603779135970388 5.8012878160516319 4.4420897026720914 22.254896744350845 1.4578787786304017 3.7797198402695349 1.7468754512956355 1.8774211493437185 4.5293725793017066 4.5636333773727511 30.837316801749694 15.893247831700135 26.826318756022374 7.3825102907139808 83.507063516422932 85.201567740063183 3.7125364945386536 13.475917201736589 36.980510318418965 10.422416453075128 6.5065885568910744 4.3223289488232695 1.333192075107944 21.260647846873329 26.484619616014243 3.4522745397407553 1.0536407520994533 2.3870224492857224 10.8912495393306 4.1377986599691212 12.63638207632175 12.937557285025827 2.2773139340570205 1.1036301460408138
leaf_count=815 333 235 1030 663 4569 166 484 209 217 591 275 4153 3219 6329 1571 11627 16365 430 1395 2484 905 609 574 121 4883 1763 176 98 313 1285 554 2989 3173 530 195
internal_value=0 0.0117971 -0.0267153 0.00418824 -0.0344909 0.0148587 0.00341331 0.0108613 0.0162644 -0.00401873 0.048345 -0.00552362 -0.0442721 -0.035867 -0.0225207 0.0131056 -0.00982004 0.0190755 0.0341353 0.032863 0.0246053 0.0375224 -0.0253602 -0.0568324 -0.0214014 0.0417032 0.0278875 -0.0115614 -0.0089986 -0.0312418 0.0278786 -0.0119528 -0.0101471 0.00089747 -0.0299489
internal_weight=0 345.518 148.538 253.835 118.067 110.355 30.4709 26.6911 108.594 143.48 9.73405 138.951 64.9745 42.7196 53.0924 98.8604 108.113 5.17042 15.3533 91.683 47.4029 12.3079 50.6172 5.65552 44.9617 44.28 17.7954 103.671 91.7264 11.9449 6.52482 14.3833 23.701 15.2149 8.48614
internal_count=75328 44510 30818 38367 25497 14345 5321 4837 14110 24022 871 23431 14117 9548 11380 13239 19278 596 1612 6143 3389 1639 11047 695 10352 2754 991 18615 17232 1383 867 3198 5469 3703 1766
shrinkage=0.1


Tree=27
num_leaves=36
num_cat=0
split_feature=2 2 4 2 8 9 8 9 0 9 14 8 8 2 9 9 9 4 2 9 12 9 7 12 0 4 12 12 4 7 9 0 14 0 9
split_gain=15.7943 7.72405 2.82743 1.76502 1.61225 1.70322 1.59887 1.24617 1.22298 1.02087 0.924508 0.856325 0.839391 0.813733 0.774919 0.876766 1.04905 0.847409 0.730614 0.714074 0.70212 0.735085 1.03577 0.691123 0.643118 0.629423 0.629315 0.612823 0.611374 0.673585 0.531595 0.52534 0.520507 0.704648 0.511295
threshold=0.0020550149492919449 0.50431233644485485 0.025514841079711918 4.3355888919904835e-05 0.18558630381411284 0.85628955194357415 -0.19337121748753133 0.41217494464551224 0.06106186471879483 0.85617956675140727 0.14115078716760654 -0.56304010222928169 -0.090452136783720785 0.98937973380088817 -0.42526974728621642 -0.42447059611136456 -0.36985538642699095 0.0047383503988385209 0.0075336876325309285 0.6818608616655969 0.019784239612575968 -0.16717165654058894 -0.28546658359422439 -0.0011912550608797121 0.053155215457081802 0.0007696851680520923 -0.0067967882082500021 -0.012225896592728075 0.54420686885714542 0.65748428493408284 -0.12748097560824609 0.074392113834619536 -0.15854126900613688 0.14747168123722079 0.40236410342515194
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 5 8 -4 10 9 14 -1 -10 -11 27 -2 17 -17 -16 -7 25 21 23 34 -5 -24 -18 -21 -3 29 -8 -29 -32 33 -6 -23
right_child=1 13 6 20 32 18 28 -9 11 12 -12 -13 -14 -15 15 16 19 -19 -20 26 -22 22 24 -25 -26 -27 -28 30 -30 -31 31 -33 -34 -35 -36
leaf_value=0.025448424184175061 -0.054354839321100204 -0.072728068837728699 0.043398179064349035 -0.012849431930555155 0.029027988556301704 -0.081437285748471935 0.00050046965814255122 0.094004864215703574 -0.15286053075807765 9.2476070989352323e-05 0.055014331839561038 -0.019496503635964977 -0.043574828223712989 -0.070822348479736896 0.050217806465242147 -0.06401874199890846 -0.0073015875642351326 -0.029773171455253367 0.039985664230635987 -0.021325024466126427 0.052476632625990317 0.016633387774056378 0.027776048118171061 0.016982724629525936 0.06959167987700722 0.01272395682813071 0.07964568964753832 -0.020297503390683803 0.043920293206599223 0.058252454532542589 -0.073051890984651036 -0.036815876204804081 -0.050031276818617479 -0.054792599085604382 -0.028342944889310658
leaf_weight=23.753087571516517 2.4778990786871864 5.1207381529238765 12.782856246572917 12.037588464299914 2.2079936957161435 0.52512909844517608 60.564290722832084 4.4870780911296597 0.4845479007344683 7.5619669901207116 19.064885488973232 75.579734099454072 10.534291033633052 11.133463727725028 6.4149367955978942 2.5474009089812162 47.96332860471739 1.6689283032901583 8.7973318723961693 0.88018650049343738 6.3283577789989058 5.5676843923574761 41.858700857366784 21.883466348939692 4.0323222375591277 23.329913560926798 2.0665207274723789 13.757423117276625 3.7642104019469107 2.089235814579296 5.2211796993360684 17.118828133454372 13.236554806964703 1.8376333609048741 4.6290107744280249
leaf_count=1544 368 1188 1352 1535 399 51 8536 200 41 793 934 15519 1330 3058 640 382 8663 202 1206 90 503 826 4673 1917 561 4128 230 3533 349 146 1485 5595 2615 358 378
internal_value=0 -0.0115065 -0.00506947 0.028048 -0.0111892 -0.00854044 0.0110112 0.0438669 -0.0106815 -0.00370982 0.0386128 -0.0203461 -0.0253274 -0.0468337 0.000768724 0.00237811 -0.000919703 0.0337035 0.033146 0.00124542 0.0202803 0.0180167 0.0250446 0.00639617 0.0314503 -0.000748453 0.0494856 -0.0403542 0.00477792 0.00242626 -0.0357616 -0.0452848 -0.0404368 -0.00904559 -0.00378459
internal_weight=0 339.667 287.315 143.642 208.114 190.832 79.2006 47.3051 181.51 105.445 42.818 76.0643 18.0963 52.3516 87.3491 84.8712 76.7874 8.08387 9.32246 74.2399 96.3371 90.0088 56.0877 33.9211 45.891 71.2932 2.94671 41.2182 66.4177 62.6535 36.0974 22.34 17.2822 4.04563 10.1967
internal_count=75328 62257 47398 13071 37015 33643 10383 2678 32386 16826 2478 15560 2123 14859 14703 14335 13493 842 1257 13111 10393 9890 6438 3452 5234 12791 320 11801 9031 8682 10613 7080 3372 757 1204
shrinkage=0.1


Tree=28
num_leaves=36
num_cat=0
split_feature=1 1 8 1 1 8 8 8 0 8 5 0 6 6 15 0 12 0 6 4 4 0 5 5 5 5 6 4 6 6 5 5 8 12 15
split_gain=14.7017 3.68682 3.28478 1.34828 1.27095 1.2338 0.940948 0.800702 0.674473 1.11997 0.663239 0.563988 0.62341 0.549381 0.820727 0.539635 0.530128 0.510669 0.502046 0.61226 0.961781 0.493742 0.540911 0.869469 2.26561 0.540096 0.459587 0.477697 0.453021 0.443143 0.43338 1.52396 0.431196 0.430755 0.436009
threshold=0.035353718325495727 0.0015655434690415861 0.11594731737957557 0.40911145508289343 1.608477305126144e-05 -0.3753618593955772 0.088512232960795287 -0.16804307667477006 0.017506815493106846 -0.06106228305209109 0.29191544671220454 0.028898369520902637 -1.1675184715957359 0.061190227196830253 -0.78272263079971327 0.00022465633810497823 0.022051273274730939 0.10839426890015603 -0.99323335765440668 -0.00017497591034043578 0.00061361887492239486 0.041406119242310531 -0.014370791946406234 -0.07683836389876296 -0.077086782585767677 -0.084770577983267467 -0.3795817459311735 0.34404169768095022 0.20517559311482739 0.12600163301092104 -0.064869743693363568 -0.063918118103168664 0.090637588891358714 0.011290343876675218 -0.11563208933981992
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 7 29 28 11 10 15 -10 -2 33 -13 -5 -15 16 -6 -11 -4 -20 -21 -9 23 24 25 -23 32 -28 -3 -1 -25 -32 -17 -7 -35
right_child=2 5 18 13 8 6 -8 21 9 17 -12 12 -14 14 -16 26 -18 -19 19 20 -22 22 -24 30 -26 -27 27 -29 -30 -31 31 -33 -34 34 -36
leaf_value=0.060917374385350623 0.015426141771749108 0.053653329132692579 -0.074474666402254752 -0.048453577036266092 0.026370160825793298 -0.0023317252029480102 -0.020218988127981553 -0.027589735021858099 0.07363009679118257 0.022223003200656205 -0.092466542723894318 0.086401223135033262 0.013643753797504788 -0.11228941253214356 -0.01073162001819747 0.021183756234900264 0.078198366941405403 -0.071516033806636972 -0.025501583503612531 -0.061359538692555254 -0.024552729250790616 -0.011026352394833121 -0.00086519213364282747 -0.057074930944169155 0.070128718944739654 -0.052342976328952663 0.010064095350085333 -0.038856057386300963 -0.0022091975810210741 0.03325089882062935 0.1033512491639199 -0.036856637947137401 0.071081834055130105 -0.010017730058497359 0.033416790678340656
leaf_weight=12.511629112268567 16.297243407054342 6.3847515311499574 4.256746058817952 12.926628338464072 36.016613719475572 72.693145921206451 17.847852231891011 16.675234804781212 6.1229650531895459 3.0040572833968313 0.59039204346481611 1.2325087221688615 26.461298362613888 0.86044457365642202 10.582177953976496 20.537055404864081 2.0879615269950582 0.72056357178371389 20.786046744178748 19.215083260118266 11.259338515734269 22.647351270687071 43.213291825100896 6.1130303353784248 3.3836822026642066 3.6776656932197502 36.137445122847566 2.1127776577195609 1.8789099930436348 10.775556564098222 0.86857718217652191 7.212874738892423 1.8913281265995454 3.4235481424839236 7.1127093499235325
leaf_count=588 2701 649 837 2952 2393 10988 3274 3174 509 273 70 76 4382 111 2686 1593 105 68 5952 4410 3065 4759 8735 1095 694 682 3854 233 254 605 192 1936 122 397 762
internal_value=0 0.0149826 -0.0207894 -0.012872 0.0269157 0.00349514 0.00109142 -0.00853949 0.0223711 0.0473275 0.0116542 0.00452033 0.0168818 -0.034327 -0.0183684 0.0198832 0.0292101 0.00408829 -0.0414749 -0.0387346 -0.0477606 -0.0118251 -0.0088076 -0.0166252 -0.00689779 -0.0167984 0.0140262 0.00736196 0.0409519 0.0481154 -0.0369844 -0.0217874 0.0253915 0.000407155 0.0193036
internal_weight=0 268.953 200.566 145.049 131.918 137.035 128.771 120.679 108.631 9.84759 16.8876 110.923 27.6938 24.3693 11.4426 98.7832 38.1046 3.72462 55.5172 51.2605 30.4744 103.792 87.1165 43.9032 29.7087 26.325 60.6786 38.2502 8.26366 23.2872 14.1945 8.08145 22.4284 83.2294 10.5363
internal_count=75176 31125 44051 29787 10343 20782 19879 24038 9150 850 2771 16605 4458 5749 2797 8300 2498 341 14264 13427 7475 21267 18093 9358 6135 5441 5802 4087 903 1193 3223 2128 1715 12147 1159
shrinkage=0.1


Tree=29
num_leaves=36
num_cat=0
split_feature=2 2 1 6 1 2 11 12 13 10 2 0 13 2 6 11 10 10 2 2 11 10 10 2 1 6 10 0 0 1 2 6 2 1 2
split_gain=13.5977 6.53488 3.67878 1.28454 1.66958 1.00582 0.809557 0.79335 0.746614 0.738383 0.711029 0.703867 1.08784 0.698516 1.0646 0.634423 0.5892 0.585016 0.578574 0.576679 0.553283 0.543535 0.81392 1.15577 0.735483 0.556238 0.496625 0.478821 0.467312 0.542338 0.500435 0.842556 0.456985 0.449768 0.44657
threshold=0.00082228356041014205 0.50431233644485485 0.090858247131109252 -0.27923333895101882 0.0061175320297479638 2.1785479475511241e-05 -0.0014030346084644861 -0.0013212730013600035 0.0035730556108204709 -0.05138256403381164 0.97818478941917431 0.048522543162107475 0.0038321549063209197 0.021874608471989635 -0.92906001864424115 0.0074651376584453652 0.14510146428166767 0.68616721963547589 0.19277387857437137 0.11128793656826021 -0.0063649676747570333 -0.19654991179956058 -0.19679046628008481 0.022528504952788356 0.0016835400601848962 0.27511526496593924 -0.059316937174562184 0.00012169368710601704 0.016520935110747818 0.00018648546392796564 0.14303337782621386 -0.14628146327707053 0.015523899346590044 0.00018648546392796564 0.042249621823430068
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 13 9 7 -7 18 15 -3 32 -13 14 -2 20 27 -10 19 -6 -1 22 23 25 -25 -5 -8 -9 -23 -30 -31 -32 -4 -29 -34
right_child=1 10 11 21 8 6 26 16 17 -11 -12 12 -14 -15 -16 -17 -18 -19 -20 -21 -22 28 -24 24 -26 -27 -28 33 29 30 31 -33 34 -35 -36
leaf_value=0.029368366475746158 0.063837166150020636 -0.036039645460238565 0.0070466727858239965 0.003770659206092953 0.0068607250142729351 -0.0018377274932047012 0.030318944564334951 0.038682363209873519 -0.007916799964000916 0.098694949071738189 -0.062313131764509193 -0.012397998173437827 -0.039873593442770638 0.039708158530320947 0.0015224164473554417 -0.024421364443998315 0.11387601433593129 -0.054585951158068607 -0.055279982496980552 0.063410106930923124 0.057625973508131749 -0.017452462835586924 0.023598184918678471 0.032197162583728692 -0.034303283866260213 0.062703536105841937 0.061807950345309948 -0.017404733768353303 0.11066898524874963 0.00098181908623611296 -0.11523908430814189 -0.011053661091179929 -0.087261327227179192 0.02061446522811735 -0.035759647881484551
leaf_weight=13.219547714281367 3.3567029295372803 33.652690293107298 1.2044839431764547 4.1996404883393579 38.731900622049579 15.467081950533609 17.986990299468747 13.183567633270284 11.86972559452988 2.3872334986226624 14.843680518741165 64.020680929621449 18.595873704209225 20.842053154919995 14.961551336913542 1.416833525057881 0.73019870720963709 3.4716036571189752 1.4274504549393885 1.8914070807804808 14.561701235623334 36.230033471059869 14.841074551921336 1.9505024981335726 11.287762527921585 2.5888480839203112 6.9413790168619007 3.626550723740368 0.42429942707531054 35.318263284309069 1.0040025259950196 3.4213723902794291 3.1585201944981236 21.913038863662223 3.6055405476363376
leaf_count=755 221 10283 228 645 6188 1905 1823 762 2049 123 4548 13532 3952 1748 1580 66 93 486 289 412 840 5494 1950 174 2127 536 557 354 40 6653 116 955 456 2484 752
internal_value=0 -0.0100355 -0.00450243 0.00282812 0.0112679 0.030117 0.0241417 0.0173579 0.000405679 0.0452228 -0.0440814 -0.02132 -0.0185824 0.0271872 0.0129412 0.0408509 0.0248833 -0.0184776 0.00729485 0.00949364 0.0441798 -0.00449562 0.00585012 -0.0073023 -0.0245052 0.0262452 0.0390872 0.0232052 -0.00921738 -0.00178964 -0.00299024 -0.0346906 -0.0497032 0.0152158 -0.0598087
internal_weight=0 346.9 298.403 207.818 96.5524 111.434 79.8488 54.9204 57.3921 31.5853 48.4964 90.5851 82.6166 39.1603 18.3183 29.1981 39.4534 15.3413 42.0508 40.6233 27.7812 111.266 34.8678 20.0268 13.2383 6.78849 24.9284 38.7232 76.398 40.1679 39.7436 4.42537 7.96854 25.5396 6.76406
internal_count=75176 65414 50583 31663 12973 9762 7978 5598 9424 1784 14831 18920 17484 3549 1801 1661 3693 2535 6889 6600 1595 18690 5432 3482 2301 1181 2380 3600 13258 7764 7724 1071 1436 2838 1208
shrinkage=0.1


Tree=30
num_leaves=36
num_cat=0
split_feature=1 1 1 9 10 9 4 4 0 12 10 14 14 4 9 9 9 9 15 14 4 4 15 15 9 10 12 0 10 10 10 15 14 14 14
split_gain=11.8777 2.51183 1.96738 1.33468 1.01239 0.847077 0.738178 0.969926 0.846359 0.623053 0.538007 0.633452 0.964337 0.5305 0.504208 0.846618 0.659529 0.686756 0.487029 0.521525 0.48459 0.63722 0.476728 0.466468 0.460326 1.25699 0.745599 0.521392 0.449001 1.20913 0.475908 0.439669 0.712876 0.611776 0.602416
threshold=0.016340757720172409 0.1423263102769852 0.00021856605599168691 0.6818608616655969 0.0027043704249205933 0.85617956675140727 0.0025229624006897215 -0.00015432329382747409 0.079735711216926589 -0.0072696983868294745 -0.11835706195075869 0.14115078716760654 0.055880766022583538 -0.00089570647105574597 0.070684692821442852 0.12529450929289079 0.069732063797265334 0.023373135672603469 0.34299460367878265 0.43458800619765481 -0.00025479635223746294 5.1916416850872345e-05 0.20954663692347672 0.58677304643752137 -0.11555757953487858 0.68616721963547589 -0.012225896592728075 0.074392113834619536 -0.19679046628008481 -0.19654991179956058 -0.2152993407778849 -0.082381040848034673 -0.30111240855059151 -0.41461172311968125 -0.22507510576749887
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 10 6 -5 24 7 8 23 -2 18 12 -12 -14 16 -16 17 28 -1 -20 -6 -22 -13 -3 25 26 -4 -26 30 -30 -11 33 -33 -7 -34
right_child=1 3 5 4 20 31 -8 -9 -10 14 11 22 13 -15 15 -17 -18 -19 19 -21 21 -23 -24 -25 27 -27 -28 -29 29 -31 -32 32 34 -35 -36
leaf_value=0.024874255359559207 -0.021312748908329307 -0.066112732833326776 -0.028535138976694015 0.077232143125189182 0.017700221429031496 -0.071917176084821552 -0.014825269590392948 -0.054533601282731284 -0.022050707033935947 0.00041004706400919001 0.031701154286155137 0.057155518410197087 -0.093497114182120963 -0.000180456527928906 -0.039979148022336548 -0.0052859877967918693 0.039031642511180048 -0.035957365910828022 -0.050251352520581549 0.018798354298470564 -0.033721886166646148 0.012075105225108893 0.026935056521510566 0.062311426706040299 0.017025191901073791 -0.074133065152093502 0.013252701116439336 0.054326440634303308 0.046918618441801514 -2.3636047205337121e-05 -0.047615169050685531 0.042084783658212312 -0.10344877561236172 -0.010004224096570145 -0.0037069679679598046
leaf_weight=14.837051436566982 24.617187604242645 6.6215789232810485 4.6665876140759783 1.3955652053118708 4.4819088872754991 2.1367566913831979 16.428916308897897 23.811281901718758 31.990714078448946 5.3468545490177348 24.656727989437062 16.526168210766631 0.90112691989634219 1.8805926077766333 8.5413186525474867 39.857253605274309 4.5053182971314518 5.0413936805271069 2.0275280282367012 2.3752729709958658 10.09561247657984 4.3461212628171788 7.6300033038132815 0.29545175681414537 57.57934624995687 1.8488329213578243 50.213970277829503 4.008142965118167 6.4039972258615299 38.324744208235643 3.3601010394340829 3.5345496900845328 0.6433452460914858 6.3062477938365209 10.304424697766075
leaf_count=880 4737 1447 627 236 802 228 4378 6218 9010 1208 1802 1027 73 145 2265 7895 837 1054 138 112 1736 794 565 65 8750 165 5830 580 1099 7557 753 383 63 683 1034
internal_value=0 -0.0157483 0.0168783 -0.0278253 -0.00496328 0.0100575 -0.0336946 -0.0386373 -0.0289089 -0.00691541 0.0304789 0.0358008 0.0254043 -0.03041 -0.00373334 -0.0114086 0.00216467 -0.000675713 0.0162073 -0.0129996 -0.011025 -0.0199397 0.04761 -0.0606273 0.0134664 0.00696728 0.00969941 0.0194528 0.00265294 0.00669728 -0.0181234 -0.00753574 0.00303814 -0.0256732 -0.00956829
internal_weight=0 235.465 212.077 99.4672 20.3192 141.242 79.1479 62.719 38.9077 135.998 70.8345 51.5946 27.4384 2.78172 111.381 48.3986 62.9824 58.4771 19.2399 4.4028 18.9236 14.4417 24.1562 6.91703 118.317 56.7294 54.8806 61.5875 53.4357 44.7287 8.70696 22.9253 14.4823 8.443 10.9478
internal_count=75176 52091 23085 24686 3568 18343 21118 16740 10522 27405 4742 3612 2020 218 22668 10160 12508 11671 1130 250 3332 2530 1592 1512 15952 6622 6457 9330 10617 8656 1961 2391 1480 911 1097
shrinkage=0.1


Tree=31
num_leaves=36
num_cat=0
split_feature=3 3 1 6 2 1 14 5 3 0 2 5 3 5 14 3 6 6 14 14 2 6 0 0 5 14 5 6 5 3 3 3 12 6 14
split_gain=13.0798 4.7338 2.65899 1.71566 1.5735 0.961026 0.811025 0.748388 0.700313 0.729892 0.655368 0.732969 0.62537 0.625023 0.60933 0.592483 0.592364 0.993739 0.772818 0.741803 0.619404 0.506674 0.466918 0.445563 0.519638 0.441582 0.458396 0.589515 0.441065 0.429191 0.421035 0.419316 0.417901 0.476746 0.512703
threshold=-0.1947730865795165 0.55988206714391719 0.003188127302564681 -0.27923333895101882 6.3134055380942314e-05 0.096229873597621932 0.19160546079822213 -0.077577931523615959 -0.98776984395578882 0.0006507151119876654 0.14303337782621386 0.067376287152638784 0.97792836948792694 -0.053284130313155438 0.24314606992774282 0.19593436887953433 -1.5661380076391256 -1.1675184715957359 0.23174652627768697 1.2356887847129179 0.0088109779171645659 0.14895427015004084 0.00026753667043522006 0.074392113834619536 0.099468669157112929 -0.18416570193329343 -0.16568810697038053 0.17976261772434118 -0.019726160999789733 -0.99490460063589115 -0.55738026089966286 -0.99393316336272608 0.0012513872734998405 -0.3795817459311735 -0.022319623923957584
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 6 -4 29 25 9 21 -7 -12 23 -8 15 -13 -10 20 -19 22 -18 -9 -20 -3 -25 -6 27 -27 -24 -1 -29 -15 33 -31 -35
right_child=1 12 5 -5 7 10 13 8 16 -11 11 14 -14 31 -16 -17 17 18 19 -21 -22 -23 28 24 -26 26 -28 30 -30 32 -32 -33 -34 34 -36
leaf_value=0.0072175237157191263 0.031099691064663083 -0.056283028954686593 -0.0072344265184670969 -0.0061652115483947379 0.071912906206302987 -0.028583831551139229 0.022349554058585588 0.083186680025689047 -0.079460363692057057 0.015054398482400819 -0.023249700279444657 0.03029027803237563 -0.061807785621146305 0.082943723978971887 0.049394115375279705 -0.023980410443036879 0.080972603204937724 0.01492102250790253 0.012051023542838307 0.047361760313244711 -0.015234646996112891 0.020147830376622752 0.0063999464168202971 -0.036248413206524478 0.0025480534888251256 -0.0039337761633381711 0.063119568724850722 0.054396344680451403 -0.027243991842275325 0.060379807282287701 -0.0074608908479567903 0.048931040371911046 0.04545884386016541 0.017854592452300252 -0.054989985108517138
leaf_weight=8.1720433580921981 25.006387526693288 7.8008721191072281 106.14777794977999 24.419288218981819 2.7205730276109561 50.707286691322224 4.9966062786988941 3.6364928373659486 0.75018627039389585 8.9518297120375774 15.984652609819024 3.2254530514474009 13.613573936530882 6.2529996222292548 2.9114828034653319 5.3453427412605379 2.9869618507800619 50.077661256022111 6.8844660330069081 2.427084502298384 0.86242247989866871 1.9633993979659861 5.3330885990581072 16.947515048923382 4.3355560047457393 5.6949660291429609 2.9949283325404368 4.8825659180001821 14.466841166555236 1.7048664887261109 1.4205005509866167 8.6229350306675734 12.446765501736079 3.7879740062053311 1.297053810678338
leaf_count=554 1996 2300 19635 2881 530 10632 206 234 85 1195 4302 702 4453 328 539 1065 196 7505 528 287 95 134 650 5751 1388 875 608 864 2369 178 318 577 768 340 108
internal_value=0 -0.0135009 -0.00790809 0.0126886 0.0221914 -0.0134311 0.0375687 0.0159266 0.0125184 0.032768 -0.0218451 -0.00940447 -0.0441186 0.0529499 0.00986969 -0.00355669 0.00900164 0.00980083 0.00738893 -0.00556781 0.0594182 0.0610844 -0.010382 -0.0358387 -0.0283452 0.0348477 0.028122 0.0193859 -0.018182 0.0264166 0.0404558 0.063228 0.0345727 0.0146169 -0.0007261
internal_weight=0 276.445 233.748 49.4257 163.335 184.322 47.2812 116.054 98.3404 14.5517 78.1742 27.4669 42.6975 19.8725 11.4823 8.5708 83.7887 83.0385 79.1891 29.1115 3.84938 5.59989 26.6844 29.0839 21.2831 17.7135 14.993 11.998 19.7999 27.4087 6.30307 14.8759 19.2367 6.78989 5.08503
internal_count=75176 55644 41752 4877 19532 36875 3059 16473 13278 1563 17240 6608 13892 1111 2306 1767 11715 11630 11339 3834 291 368 3547 9439 7139 3195 2665 2057 3019 1948 1182 905 1394 626 448
shrinkage=0.1


Tree=32
num_leaves=36
num_cat=0
split_feature=3 3 1 3 4 8 0 10 10 10 10 10 10 10 8 3 8 11 3 10 10 10 8 11 10 10 12 3 4 3 12 8 12 10 10
split_gain=11.8022 4.49826 2.21906 1.28363 1.10728 1.06715 0.903552 0.899203 0.849355 0.844607 0.773329 0.749631 0.718749 0.831483 0.762796 0.712969 0.673997 0.673234 0.63041 0.60759 2.99893 0.910981 0.57557 0.574116 1.50978 0.855826 0.571982 0.589711 0.570887 0.600396 0.549299 0.535325 0.511486 0.603047 0.951421
threshold=-0.2070623297768179 0.37579783319961285 0.003188127302564681 -0.98284225605311792 1.0034715160145426e-05 0.26086194698796633 9.4314273155760034e-05 -0.19601100999691345 0.011232844138363661 -0.070753997527281273 -0.45095191509853044 -0.4509362535116449 0.14510146428166767 0.011229365765181449 -0.035156117360689708 0.97792836948792694 -0.06106228305209109 -0.0095348917737404591 -0.17130437120795247 -0.19679046628008481 -0.19654991179956058 -0.17127650849606807 -0.46839066682477654 -0.015834262015079471 0.68616721963547589 -0.0053637771223364631 0.001517987090690194 0.0021271682344377045 -0.30705522000789637 -0.89324227313045401 0.0043544336985886769 -0.090452136783720785 -0.0062333292561601522 0.68556091571553113 0.68616721963547589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 7 12 10 -5 -1 9 17 -4 -12 13 -2 -14 -3 30 -8 -6 26 -21 -22 -20 24 25 -23 27 31 -11 -30 -9 -13 -25 -34 -35
right_child=1 15 5 6 18 -7 8 16 -10 28 11 19 14 -15 -16 -17 -18 -19 22 20 21 23 -24 32 -26 -27 -28 -29 29 -31 -32 -33 33 34 -36
leaf_value=0.0060844608921054848 -0.0035399465362095672 -0.032591788911105112 -0.061018266451396477 0.035107725490562236 -0.034463782700339791 -0.048343835949803821 0.0042611274529409356 0.026510448362829283 0.038399001057155713 -0.079178489546147257 0.030157099457424882 -0.054442185972457126 0.059793098446647243 -0.060803170628523223 -0.016821876565227874 -0.059877147164701584 0.072200353524561708 0.033281906434984854 0.090949608338743104 0.057438900654397086 -0.042058365428095039 -0.028926470530005417 0.023435200335805723 -0.025596999791936661 -0.040367003264372002 0.03896421193028729 -0.047774078398990713 -0.032650723012539296 0.017780758604281487 -0.0058635221394787362 0.054711728648194083 0.019475411839361322 -0.012335991541809069 0.042922346764321793 -0.0085244070219381018
leaf_weight=8.1155983500429993 7.4888215051323659 36.63098188341246 2.92585490339843 20.68051798970555 1.806243787286802 7.6175052015751126 13.830119512684176 19.32470241079136 10.786910882801747 0.88614107307512213 4.7119980340357861 1.1777800243435192 2.6333428276120685 3.83387607493205 2.5655944197205818 12.966487437213798 6.4559177140145065 18.94206142310577 1.3189668825361902 6.7010862863389766 8.8934058997838275 2.276725852367238 29.606720116658835 21.062965744757093 4.6592874585185191 10.067045798896286 7.6289995194092617 8.0322394036629685 15.898234650725497 33.097443401871715 10.748119986470554 5.8275569804245633 65.764654636725027 5.5171896070241919 10.315728720073819
leaf_count=634 1038 11872 614 1334 201 1607 1800 1926 1428 94 1010 251 180 415 207 4439 542 2834 66 1475 1829 473 2870 3890 698 1503 1696 1981 2253 5686 762 1065 13933 885 1743
internal_value=0 -0.0124929 -0.00642074 0.0218178 0.0123082 -0.0117474 0.0161938 0.0361939 0.0120078 0.00856355 -0.0100636 -0.00914691 -0.008796 -0.0229293 0.0219848 -0.0397251 0.0428833 0.0210349 0.0229607 -0.0103196 -0.00778045 -0.01118 0.0263147 -0.00888516 0.00813473 0.0264422 -0.0254716 -0.0141569 0.000369909 0.00180863 0.0365897 0.00704793 -0.0117041 -0.00811785 0.00940289
internal_weight=0 272.031 222.434 158.766 49.2536 173.18 114.121 44.6443 93.4409 82.654 165.563 162.637 16.5216 11.3227 5.19894 49.5975 36.5287 32.7722 32.7319 157.925 135.258 128.557 30.9257 119.664 17.0031 12.3438 22.6666 15.0376 49.8818 48.9957 30.0728 7.00534 102.661 81.5976 15.8329
internal_count=75234 55941 39630 19293 4977 34653 15429 3864 14095 12667 33046 32432 1840 1453 387 16311 3230 4634 3137 31422 26429 24954 2936 23125 2674 1976 4993 3297 8033 7939 2688 1316 20451 16561 2628
shrinkage=0.1


Tree=33
num_leaves=36
num_cat=0
split_feature=3 3 2 4 6 9 13 9 4 6 3 6 12 13 4 6 9 9 9 3 2 3 14 12 4 9 4 4 9 12 3 9 4 4 9
split_gain=10.457 3.40582 2.19954 1.53979 0.938932 0.8271 0.747159 0.741755 0.737977 0.715605 0.706609 0.720087 0.673606 0.604433 0.602034 0.596296 0.793037 0.831507 1.0573 0.696631 0.689354 0.580161 0.604002 0.547391 0.542813 0.537097 0.509562 0.50896 0.505905 0.707963 0.566248 0.507456 0.505031 0.492983 0.490568
threshold=-0.057539155706763261 0.55988206714391719 0.00082228356041014205 0.0007696851680520923 -0.27923333895101882 0.10138062912395342 -0.0054668504107765513 -0.07724924747061028 0.12914464017376306 0.35906635395464692 -0.98776984395578882 -0.27077895741530605 -0.0012503127427602398 0.006330817198018022 -0.086428377777338014 0.84152605774080336 0.85628955194357415 0.85617956675140727 0.6818608616655969 0.022026498336344961 0.048582630231976516 -0.99393316336272608 0.20247135378730322 -0.0034069304320637692 -0.0010308189084753392 0.55017754249849105 -0.010568796307779847 0.0044676754623651513 -0.12748097560824609 0.001721118803720349 0.95731797428379661 -0.21233274314156661 -0.30705522000789637 -0.0009651067666709422 -0.19319793926780823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 7 15 8 -4 -7 12 13 10 11 21 27 -5 -14 16 17 18 23 -20 -21 22 24 -2 -9 -6 -13 33 29 31 -30 -3 -12 -1 -25
right_child=1 28 5 4 25 6 -8 9 -10 -11 32 26 14 -15 -16 -17 -18 -19 19 20 -22 -23 -24 34 -26 -27 -28 -29 30 -31 -32 -33 -34 -35 -36
leaf_value=-9.6763468313054936e-06 -0.030971389434063509 -0.059324990332225026 0.014623761441271248 0.0089803188174959799 -0.017233157597768538 0.0306057658235598 -0.0076757974730836433 -0.080030285608424664 0.030760844746471894 0.019898462138438475 -0.058875689060748006 0.057463771407995072 -0.024455198508699913 -0.02841016625016847 0.028724471559470607 -0.042349705907845696 0.018493752955602596 -0.058041025059975798 0.076896447733097395 -0.075789464713011914 0.017542603158980322 0.084941178205121134 0.055199256065613149 0.00030328901168462586 0.017961085879732285 0.018588248967380729 0.11322232562163276 0.023230767733076464 -0.038355040047996017 -0.0024155169438899522 -0.070351079104628247 -0.01149703124799252 0.034299999350825137 -0.055601893892447574 -0.020173264677039254
leaf_weight=4.4144849369258736 24.386492978548624 7.1286142696044417 57.975042600490269 25.507208702227221 26.132341184638793 5.7924088605359421 42.552753181822482 0.7687842540617561 13.409318010875721 18.953767942915874 0.60094948127516801 3.2861601291806437 2.2854073392591081 5.2057723540347061 31.060533367504831 8.5179477434430719 6.6789342054980798 4.7284080623649052 1.6638121781870703 0.92051383899524797 5.64079763693735 2.1948123480542554 3.1596833384537604 18.380110098456491 2.1356749329715967 4.9839915047632521 3.2698063769057617 4.4605211298912764 14.090868127590513 6.5425449031899907 9.1052503147766384 3.2205984677930255 18.177524580591125 2.4976867829973326 32.192038089269786
leaf_count=526 5352 1989 8984 4370 5832 1125 7311 63 1307 2098 69 232 170 885 2335 1792 1028 679 216 69 796 154 212 3458 178 733 247 561 5301 2120 3410 1110 2075 323 8124
internal_value=0 -0.0149905 0.0165113 -0.00907051 0.0018069 0.00656948 -0.00308914 0.0273785 0.0111882 0.0354345 0.0442002 0.0605285 0.0179122 0.00264273 0.0250797 -0.0170077 -0.0147257 -0.0172495 -0.0149308 0.0191037 0.00444865 0.0408859 0.0249409 -0.0186653 -0.00797635 -0.0114955 0.0852735 -0.00310371 -0.0413281 -0.0281638 -0.0509146 -0.0444413 0.0313182 -0.0200977 -0.0127312
internal_weight=0 218.436 203.586 178.348 75.2386 106.32 48.3452 97.2658 44.1223 52.5472 33.5934 14.8149 44.7186 30.713 33.3459 103.109 94.5911 87.9122 83.1838 8.22512 6.56131 8.25895 6.06414 74.9586 2.90446 31.1163 6.55597 11.3727 40.0879 16.8918 23.1961 10.3492 18.7785 6.91217 50.5721
internal_count=75234 48571 26663 34641 13127 17420 8436 9243 6562 5328 3230 1086 3915 5255 2505 21514 19722 18694 18015 1081 865 607 453 16934 241 6565 479 1410 13930 5219 8711 3099 2144 849 11582
shrinkage=0.1


Tree=34
num_leaves=36
num_cat=0
split_feature=8 4 0 8 9 0 8 4 5 9 5 5 9 13 9 4 5 8 9 4 13 9 7 5 13 4 7 8 0 4 13 13 4 12 7
split_gain=6.73781 2.34996 1.64068 1.39212 1.18375 1.09841 0.818764 0.795879 0.941528 0.926043 0.557678 1.26127 0.768074 0.532392 0.528571 0.451568 0.472967 0.494738 0.535696 0.433912 0.432246 0.407665 0.425924 0.397585 0.386051 0.3858 0.383022 0.381449 0.376047 0.365433 0.362069 0.358479 0.351445 0.350224 0.345027
threshold=-0.032187145656147678 0.0047383503988385209 0.00057373530580662202 0.18558630381411284 -0.42526974728621642 0.00092793098883703362 -0.17117921729837446 -0.0039807970169931641 0.097859865810096591 0.40466098322526595 -0.07683836389876296 -0.077086782585767677 0.85628955194357415 -0.0036516767039904848 -0.19319793926780823 -0.10412312299013136 0.38680940910236711 -0.3753618593955772 0.31057277270328681 -0.00017497591034043578 0.0021783972637893314 0.85617956675140727 -0.1236893013894451 0.35023178676769401 -0.0039945712268945758 3.7595300454995602e-05 -0.35646499767748069 0.026440645814786303 0.41640006005764013 -0.10412312299013136 -0.0045569171900790581 -0.00024501067197242425 0.0050346776843070993 -0.00059501779372933019 -0.16533402429316993
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 7 -4 -3 15 14 10 -10 11 33 19 23 30 26 17 32 31 -12 -5 22 -7 28 -16 -21 -6 -14 34 -26 -2 -19 -17 -9 -8
right_child=1 5 4 20 6 21 13 8 9 -11 12 -13 27 -15 24 16 -18 18 -20 25 -22 -23 -24 -25 29 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.026192334683812091 0.040888661535704474 0.048569468431607733 -0.05509941318030364 -0.028563465107076403 -0.098203631068101149 0.014543255407788589 -0.0033791058753626872 -0.04271814265291593 -0.021008555562835249 0.033936875839319161 -0.024788242899289489 0.051490177545489194 0.046889907289845031 -0.002354417060356058 -0.033141549230040826 0.01915711754150716 -0.070854905375562535 0.017625736144473946 0.038964335385003525 -0.064070094257333038 -0.05303492943576428 -0.033059868915226616 -0.0051128494368928492 -0.075864929877456869 0.031357047795681971 -0.036371892911379364 -0.0043085496107597336 -0.015965181978925408 -0.037828578092642055 -0.010486537650973821 0.002335979560297454 -0.0027567985942031025 0.050971620385826082 -0.0086473125909566767 0.023945726350254475
leaf_weight=59.742520691186655 3.2089185538497977 4.8842146381284683 3.0295992554747491 15.037362936389401 0.51353524700971354 16.492558608624677 5.932563339549243 6.1197644899657453 7.417183092897174 5.2304351141210645 10.225205185051889 2.5492432687897226 1.3320966216269869 70.013720621402172 6.8800096891136517 6.4256754773668927 0.57913833361817424 22.205793802779219 7.5601323829905587 9.9614397113182402 13.88054124820337 3.6864466656115829 33.246749320336676 0.48568308888934453 2.3426182997609457 10.155385890990145 2.8210040918784207 3.5084335645078681 1.2678210275189474 19.137485692248447 10.113973510160575 14.112623462278867 7.5542967714281986 5.9507550638663806 20.902487739251228
leaf_count=4585 573 410 487 4511 70 3135 951 1408 2126 894 2730 498 196 12419 1552 867 69 3363 867 2329 4078 492 7300 54 479 2551 368 594 209 5048 1945 2400 827 1574 3275
internal_value=0 -0.013563 0.0120114 -0.0208991 0.00682662 0.00317647 0.00799645 -0.0155087 -0.0226511 0.00171418 -0.0288388 -0.012423 -0.0356602 0.00234103 -0.00480791 0.0170238 0.0190661 0.0199662 0.0147467 -0.0415617 -0.0403097 -0.00097338 0.00140472 0.0138402 -0.0125261 -0.0500875 -0.0187689 0.00133231 0.0153905 -0.00592308 0.0116217 0.00970548 0.0363486 -0.0259213 0.0179049
internal_weight=0 191.361 223.147 133.051 163.404 58.31 160.374 104.133 62.4499 12.6476 49.8023 14.6198 35.1826 98.6023 41.683 61.7722 58.4377 57.8585 43.8785 30.342 28.9179 53.4258 49.7393 28.5886 28.3601 20.1168 3.33454 4.84053 28.1029 21.4801 13.3229 36.3184 13.98 12.0705 26.8351
internal_count=75234 44423 30811 33086 26226 11337 25739 24497 14900 3020 11880 3480 8400 16908 9597 8831 8393 8324 6630 7610 8589 10927 10435 4489 7079 4880 438 790 4435 5527 2518 5763 1694 2982 4226
shrinkage=0.1


Tree=35
num_leaves=36
num_cat=0
split_feature=1 1 13 1 13 0 6 12 6 1 7 7 6 7 10 0 10 6 1 6 13 7 7 10 5 13 12 1 6 5 5 5 12 0 0
split_gain=8.11228 2.18947 0.928064 0.793749 0.717836 0.70962 0.633174 0.571676 0.561841 0.526634 0.466058 0.456024 0.442159 0.456562 0.445912 0.600578 0.545929 0.490177 0.495986 0.441976 0.45514 0.64496 0.419702 0.625961 0.409496 0.407143 0.390055 0.434999 0.414043 0.373815 0.567 0.589112 0.362153 0.357805 0.356746
threshold=0.0054924488067626962 0.096229873597621932 0.0035730556108204709 2.2604844161833174e-05 0.0049236556217040995 0.073058955371379866 -0.60012843411040806 -0.0086764559353654531 -0.58650161228359876 0.66965007781982433 0.30738708122859887 0.35778804882310794 -0.7414957183560057 0.068529001112699175 0.34969214009669297 0.027005099691450599 0.12529622061940499 0.23049174440982331 0.010948746465146543 -1.4190243521049573 0.0021153822102737956 0.043805119779857425 -0.41731436327870403 0.83107731635890747 -0.071454769102674676 -0.0071010742749131267 -0.006644601569343267 0.11627907678484918 -0.39764080462172402 -0.014464650048920107 -0.076294630260388629 -0.077086782585767677 0.013320823891028009 0.016520935110747818 0.078575160354375853
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 -1 5 10 19 -4 -8 26 -3 -12 22 14 16 -16 32 18 -18 -5 -21 -22 23 -2 -23 -10 27 -7 -28 30 31 -15 -14 -31 -30
right_child=1 4 7 6 -6 9 8 -9 25 -11 11 -13 13 29 15 -17 17 -19 -20 20 21 24 -24 -25 -26 -27 28 -29 34 33 -32 -33 -34 -35 -36
leaf_value=0.035114655986855578 0.018518021867464231 -0.04617949732451368 -0.045473523789500515 -0.028962934497065013 -0.037587776388501283 -0.070637414308607788 -0.053333138951811548 -0.010926579949875647 0.027327455472802187 -0.032169256233827312 0.11866398818024367 -0.018959917876406829 0.0028773854215792178 -0.023119523376797249 -0.043203165954721241 0.007942880820478419 -0.037257031504161583 -0.040404181953371428 0.072724431132510037 0.039217280066060477 -0.013536693715017223 -0.00096223211159008693 0.023328703510827255 -0.11312146088001625 0.076073641560117852 0.0097195069935248068 -0.019879599752206142 -0.017814603932168466 0.074730025775103417 -0.028262682133319519 -0.058550204452396164 0.041334985386763341 0.041380171057177464 0.0076661852944676992 -0.00097923989748906854
leaf_weight=23.992190443124855 0.94353968929499277 10.982836162998863 5.6457476354698874 1.2772697331965925 21.723665450204862 1.7586266647413129 1.3148522926494468 31.599360959138721 15.557270944118498 12.895061999988682 0.33455165557097533 0.85889005777426064 47.100341934812604 7.4881852373437132 4.3250394682108873 4.8934502422926016 0.47561270682490375 0.59948936484579451 2.9743171545342193 19.626821282472523 4.5134246014349619 1.114404220483266 13.869652221757859 0.58529659640043974 1.8119623757811494 84.235036506477627 14.242666097801694 13.733905234214033 0.63424078233948122 3.6080416986733317 3.425079585795177 1.7493186474312086 2.5765501974747158 11.958915683862868 33.302195617521647
leaf_count=1511 162 2677 1204 129 6321 302 120 6485 1642 4058 67 238 10206 1558 587 780 84 152 550 1713 466 91 2418 15 179 10162 3735 3258 161 670 856 374 416 2666 9221
internal_value=0 -0.0107072 -0.00257484 0.0184082 -0.0212949 -0.0173065 0.0153118 -0.0161633 0.0116089 -0.0137405 -0.0397303 0.0196195 0.00217406 -0.000473024 0.00426597 -0.0160533 0.0077524 0.0430589 0.0575622 0.0285208 0.0312335 0.0101714 0.0178475 -0.0318786 0.0467372 0.0124645 -0.0100082 -0.0238108 -0.00556989 -0.0110398 -0.0237988 -0.0109137 0.00487438 -0.000661251 0.000435697
internal_weight=0 254.285 143.818 153.443 110.467 88.743 129.451 37.2451 101.107 76.5667 12.1763 1.19344 106.573 91.1743 62.9448 9.21849 53.7263 4.04942 3.44993 28.3439 27.0666 7.43979 15.3985 1.52884 2.92637 99.7923 63.6716 15.4925 48.1791 28.2295 12.6626 9.2375 49.6769 15.567 33.9364
internal_count=75234 59221 29183 16013 30038 23717 14502 7689 11924 20735 2982 305 21494 18899 12775 1367 11408 786 634 2578 2449 736 2595 177 270 11804 16677 3560 13117 6124 2788 1932 10622 3336 9382
shrinkage=0.1


Tree=36
num_leaves=36
num_cat=0
split_feature=2 2 8 9 9 8 9 9 9 9 9 2 8 9 13 8 11 13 9 0 14 12 11 14 12 0 0 0 9 12 0 2 13 12 11
split_gain=7.68564 3.5836 1.09067 1.08117 1.83176 0.975905 0.927518 1.12179 1.04354 1.7118 1.07651 0.780907 0.776465 0.638807 0.62994 0.604729 0.591528 0.569815 0.520408 0.516375 0.50476 0.457418 0.457189 0.509147 0.43684 0.433409 0.431444 0.431103 0.427289 0.544384 0.611142 0.426245 0.478205 0.559836 0.43959
threshold=0.00082228356041014205 0.48931315541267401 -0.17117921729837446 -0.42447059611136456 -0.42526974728621642 0.17143794325016484 0.85628955194357415 0.85617956675140727 -0.19514887042460896 -0.1942085329469812 -0.17646220423339229 2.1785479475511241e-05 -0.0014781384358096359 -0.19421047379619683 0.012489586580314465 0.12793013552089363 -0.0014030346084644861 -0.0023731666644993955 0.34938234540841412 0.050951542332768447 -0.44100397751386139 -0.0025741408171322477 0.0074651376584453652 0.19160546079822213 -0.0045572010650434952 0.007627869490534068 0.0032906853593885903 0.00031185068655759102 0.6818608616655969 -0.0063646761980660511 0.14429435878992083 0.14864309132099154 0.0054684783032772069 0.0079466640143203409 -0.00073525973266388913
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 4 -4 6 7 8 24 12 -11 18 -10 20 -15 -6 19 -3 22 -13 -2 -9 23 -1 26 -19 -5 -7 31 -30 -31 32 34 -34 -12
right_child=1 17 3 5 15 27 -8 21 9 10 28 16 -14 14 -16 -17 -18 25 -20 -21 -22 -23 -24 -25 -26 -27 -28 -29 29 30 -32 -33 33 -35 -36
leaf_value=0.025989365367082986 -0.089603902414245221 -0.014630677359175868 -0.034052050445777422 0.067850590679198797 0.023328940527854617 0.088000479517542599 0.026402667584642742 -0.057650242854219005 0.013101172390374638 -0.046827519046116289 -0.014957362533479589 0.0099930340247582836 0.058883113172047002 0.014288280082705438 0.081450070876458322 0.079750098058736951 0.032856369237520812 -0.12381229339931332 0.089109212519563691 0.051209774614252516 -0.0052557598983651007 -0.022114267630923952 -0.026803961414033364 0.05608197413405857 -0.013987646593265252 -0.040536481949642489 -0.045683979609940598 -0.034066909076370888 -0.023172342558563295 0.066015300524137427 0.0069390152575699807 -0.025536971257651267 0.024059934115690698 -0.030342485214638483 0.00084795457103295849
leaf_weight=13.699530829122532 0.77136034533032116 9.8510048423995595 5.9143472688156207 0.34797457279637711 14.999073643411977 0.29446590924635785 8.0501082445844059 4.6611106144264367 11.322128160391005 6.14918892038986 33.969183500419597 44.261109104285424 5.506095743388868 32.723676579516905 1.4588004782563064 2.1751513327471903 21.366678389618755 0.63820277283957949 1.9419829529942934 3.2637459217658025 8.8423574788757815 16.251870188396424 1.1297169514000405 9.5361409811885078 16.152001143607777 30.143418012296024 8.7801420774776471 16.563364938316226 2.6326828800374642 2.8558509515714814 4.5268368106335402 9.8523795777437027 10.485338677790422 2.3079352834902229 36.510958974547982
leaf_count=1048 91 3664 1070 44 1731 25 1157 614 1686 1345 7146 5023 1056 4929 192 243 2387 159 117 582 1376 2203 66 542 3579 11294 1920 4011 324 390 630 3232 2174 594 8477
internal_value=0 -0.00791688 -0.00366338 -0.00652863 0.0139457 -0.00892556 -0.00677497 -0.00832497 -0.00532619 -0.00160918 -0.00618075 0.0246335 0.0280808 0.0107497 0.0171545 0.0304748 0.0190367 -0.0355638 0.03929 0.0128236 -0.0120235 -0.0300346 0.0353192 0.0383397 -0.0238697 -0.0422631 -0.0413559 -0.0319347 -0.00375743 0.0158692 0.0297915 -0.00586821 -0.00354113 0.0142456 -0.0067697
internal_weight=0 304.737 264.104 220.308 23.0886 197.22 180.362 172.312 151.399 126.119 109.29 95.1989 16.8282 43.7962 34.1825 17.1742 68.8915 40.6326 26.3074 47.5249 9.61372 20.913 24.3654 23.2357 25.2801 30.7816 9.12812 16.8578 103.141 10.0154 7.38269 93.1258 83.2734 12.7933 70.4801
internal_count=75121 65356 50239 43651 3044 40607 36571 35414 32597 27054 24312 9765 2742 6588 5121 1974 7992 15117 1773 5605 1467 2817 1656 1590 5543 11453 1964 4036 22967 1344 1020 21623 18391 2768 15623
shrinkage=0.1


Tree=37
num_leaves=36
num_cat=0
split_feature=2 2 8 8 0 13 6 12 2 13 0 0 13 6 0 11 0 12 13 12 11 6 6 0 13 14 2 14 8 11 12 0 6 14 12
split_gain=6.9017 3.27054 1.10036 0.782773 0.645315 0.63392 0.575432 0.55611 0.538321 0.489268 0.481649 0.468938 0.457657 0.413396 0.465766 0.400005 0.374369 0.367846 0.365772 0.362524 0.42764 0.883594 0.602181 0.497148 0.35837 0.355896 0.374229 0.351418 0.345293 0.430789 0.344927 0.339874 0.330018 0.321644 0.313136
threshold=0.00082228356041014205 0.77966150641441356 0.25433555278445286 -0.17117921729837446 0.017918208613991741 -0.0069378626604888359 -1.1006906199884401 -0.0062333292561601522 2.1785479475511241e-05 0.0034274168436548035 0.02641257178038359 0.050951542332768447 -0.0029057431496640209 -0.71518552786067446 0.03145136125385762 -0.0033191342533361191 0.013562784995883705 -0.0043543072915174412 0.0094460832791623036 0.0059673371287722122 -0.00064140461964265136 -0.39134962883693375 -0.85213168243973947 0.1266974359750748 -0.0039060615082377854 0.050609354102348736 0.010694354306906463 -0.27865673025953203 -0.41122743452384192 0.0019906732681841425 -0.0031499356002621585 0.00057373530580662202 -0.91312264637042395 0.14115078716760654 0.010739131765453705
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 3 6 15 13 12 31 33 11 -6 -10 -2 14 -5 -4 -3 -18 19 20 22 23 -9 25 -19 26 -22 -24 -11 -30 -20 -7 -12 34 -1
right_child=1 16 4 5 10 7 -8 18 9 28 32 -13 -14 -15 -16 -17 17 24 30 -21 21 -23 27 -25 -26 -27 -28 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=0.016359459220370222 0.01119810537997719 -0.10306525651459614 0.073758850111243696 0.067492835567672535 -0.11229050428263046 0.042565154351883919 0.0066886820670628349 -0.051028213943818415 0.020126637500940833 0.052820917888060974 -0.085781939783885125 0.055700207081681032 0.10109169863750136 0.0028600279269108131 0.0073505201542619723 -0.020379088039843063 -0.055887961591776184 0.0065721214746479297 0.020281025471121147 0.0056524082316656479 -0.051937393958534833 -0.0094058818342104417 0.011437678922656616 -0.01595171557038455 -0.035790421631296414 0.003919783953407043 0.038887331134827847 -0.013498304818229038 -0.016674639454528389 0.03721693765004596 -0.026438357052959844 -0.020568113398893428 -0.02962957192830698 0.047633152254880864 0.051435556574451674
leaf_weight=10.055041141400581 1.0784108876250686 0.92768751653784676 0.7829359893221407 2.3119361443386905 0.95849128873669442 0.87503555318107729 40.766438245271274 3.8537519789242642 53.003820540059678 1.0888251169235434 1.218953641364348 3.9841586634101978 1.1927314130007278 23.325373617750301 2.9065291660954244 1.0658547031052865 8.2619161378534063 2.2886362620192875 1.8173377222992719 33.910372511316382 0.47478383919224754 37.934946622801363 6.6202990915771798 3.8311041483611907 15.668707958382578 5.7132891049259333 10.196123191955847 38.623979717995098 7.9033292432723083 1.8259729014826005 12.114490439678772 33.420610086410306 7.4044284735427945 12.246983358752912 3.4076886437251224
leaf_count=859 80 299 99 258 121 104 6420 631 5845 121 227 646 105 4949 538 244 2969 1005 366 6265 90 8842 1374 1018 6397 1089 1693 8495 1172 208 2517 6920 2241 723 191
internal_value=0 -0.0075351 -0.00423644 -0.00290627 -0.0346049 -0.0053401 0.00941794 -0.00743393 0.0235845 0.0189126 -0.0450417 0.0226137 0.0584074 0.00855228 0.0339954 0.019487 -0.0406345 -0.0384256 -0.00488573 -0.00336005 -0.00620967 -0.000407367 -0.0130817 0.0164788 -0.0303914 0.024062 0.0348462 -0.00984959 -0.000583769 -0.00656039 -0.020344 -0.0189573 -0.037567 0.035906 0.0252379
internal_weight=0 299.545 272.398 260.968 11.4307 217.93 43.0376 189.386 93.5158 67.8061 9.58187 56.988 2.27114 28.5438 5.21847 1.84879 27.1469 26.2193 155.09 141.159 107.248 58.1502 49.098 20.2153 17.9573 16.3842 10.6709 45.2443 10.8181 9.7293 13.9318 34.2956 8.62338 25.7097 13.4627
internal_count=75121 65356 54686 51754 2932 45149 6605 39404 9765 7992 2589 6491 185 5745 796 343 10670 10371 32380 29497 23232 12732 10500 3890 7402 2872 1783 9869 1501 1380 2883 7024 2468 1773 1050
shrinkage=0.1


Tree=38
num_leaves=36
num_cat=0
split_feature=3 1 3 6 8 3 8 1 2 0 13 13 11 6 8 11 2 8 6 6 0 3 6 8 13 6 6 3 6 3 2 2 8 6 11
split_gain=7.63881 2.92062 1.46299 1.40928 1.00142 0.944643 0.887041 0.551314 0.491898 0.93734 0.482567 0.480162 0.479869 0.469432 0.430747 0.396603 0.381827 0.501005 0.471512 0.393045 0.364159 0.361548 0.39345 0.356356 0.341665 0.311751 0.574057 0.551922 0.552451 0.30651 0.476711 0.435309 0.363512 0.3054 0.29872
threshold=-0.3742739883018657 0.016340757720172409 0.90443554951343696 -0.23730046065977398 0.18558630381411284 -0.98940199092092473 -0.26729280341141309 0.015726832672953609 0.018039708025753502 0.037165448069572456 0.012489586580314465 -0.0035712809317541938 -0.059015011487776672 -0.91312264637042395 -0.036742845035832576 -0.013650399707147447 1.6819213669805325e-05 -0.50618505453481533 -1.1006906199884401 -1.3167931069492644 0.023841001093387607 -0.040140058787073933 -0.15431017180303497 -0.16428666001301059 0.0026308133608286947 -0.21937486281653865 0.23049174440982331 -0.99490460063589115 -0.37465289812700248 0.012614503502845766 0.074400063604116454 0.10824550315737726 0.057704959724838779 0.38281013627493415 -0.0044754752156430369
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 3 4 8 11 14 -5 21 9 13 16 12 -3 15 25 -2 -7 -18 19 20 -19 22 -8 -12 -6 27 -27 -1 -29 31 -31 -13 -32 -16 -20
right_child=1 2 -4 6 24 10 7 -9 -10 -11 23 29 -14 -15 33 -17 17 18 34 -21 -22 -23 -24 -25 -26 26 -28 28 -30 30 32 -33 -34 -35 -36
leaf_value=0.0072235473767022721 -0.025056513944654708 -0.13069588419937195 -0.043779861488806582 0.028272248502476695 -0.0243638648442774 0.037009957454756257 0.034103611222067481 0.078283804142696589 0.025677427095181227 0.093648677470817357 0.012966861925591655 -0.011583357098390435 -0.00081847363540126232 -0.011338146315955538 0.082727861007715453 0.072314684489756725 0.050636579899673177 -0.024509309657509123 0.0038900791174049584 0.083511185036932625 0.054312820333207092 -0.02595623853946499 -0.010544889938210572 -0.051991616070628355 -0.051595200582628481 0.067591690659920198 0.025675977950936287 0.070339678842012296 -0.011461147947281194 -0.037920640646172961 -0.006111580189908445 0.028949073827518348 -0.025881067106309524 0.0080215026367927295 0.016781765281310181
leaf_weight=9.5915512154024309 0.6098713339306413 0.28658253655885246 18.606030104276215 6.0766416161495718 11.123914371062712 8.3658331910846737 2.1821625613083588 0.65372159669641305 28.341297732753446 1.0628657305060176 1.5805228151148187 45.999308998172637 38.816998918868194 11.781238457133439 2.840496273413009 1.3317379801883351 3.673660470856702 1.0356905610824472 32.669163983806357 1.6557225226133585 1.3503214597585609 15.795496115926655 20.657698883682315 1.8135827411024354 7.865195421545649 5.3255359487884553 8.454520725494147 3.31333576268662 1.0996188409044467 11.837608395595451 20.889302706782473 2.8116305845032903 16.766074299965112 0.67778076512331598 39.958351121484156
leaf_count=852 52 28 7506 635 3381 578 322 99 3518 88 317 9662 8820 1584 249 149 448 112 4719 151 126 2855 3259 355 2431 530 821 323 91 2739 5627 701 5370 95 6528
internal_value=0 -0.00978481 -0.0172714 0.00502057 -0.0141177 0.0203632 -0.00728367 -0.0127829 0.0179635 0.0031775 0.0152626 -0.011143 -0.00177032 -0.0038297 0.0353708 0.0417298 0.0166785 0.0145614 0.0128328 0.046076 0.0200987 -0.0143238 -0.00627909 -0.0217426 -0.0356429 0.0311965 0.041875 0.0206891 0.0499566 -0.0148714 -0.0204166 -0.00924859 -0.014914 0.068336 0.0109829
internal_weight=0 263.495 175.003 88.4927 156.397 123.406 45.3657 39.2891 43.127 14.7857 92.1028 137.408 39.1036 13.7228 31.3028 1.94161 88.7087 80.3429 76.6692 4.04173 2.38601 38.6354 22.8399 3.39411 18.9891 27.7846 13.7801 14.0045 4.41295 98.3039 49.493 48.8109 37.6554 3.51828 72.6275
internal_count=75121 58826 46265 12561 38759 16295 7170 6535 5391 1873 13334 32947 8848 1785 2961 201 12662 12084 11636 389 238 6436 3581 672 5812 2617 1351 1266 414 24099 13736 10363 10997 344 11247
shrinkage=0.1


Tree=39
num_leaves=36
num_cat=0
split_feature=3 4 3 3 1 8 10 2 10 8 4 8 14 14 4 2 4 14 4 10 14 14 4 4 14 4 4 3 4 13 4 14 4 8 10
split_gain=6.92076 2.08786 1.39872 1.30657 0.762975 0.745279 0.647573 0.61396 0.62996 0.589473 0.57989 0.640259 0.637893 0.577182 0.545793 0.45002 0.446005 0.548046 0.442927 0.46899 0.590704 0.577427 0.710029 0.59459 0.556934 0.549884 0.517175 0.495491 0.478655 0.625151 0.585418 0.468493 0.472283 0.46201 0.46138
threshold=-0.07137392088770865 0.014542168006300928 -0.90319584916869633 0.90443554951343696 0.0038500087102875118 0.26786623106046087 0.011232844138363661 8.7211533355002774e-06 -0.092879659140538723 0.0070900360954567494 -0.00037828925997018809 -0.057519345844004782 -0.7779295234210003 1.2356887847129179 -0.0013030933914706109 0.028816829435527328 -0.1137246787548065 0.2789233642116753 -0.30705522000789637 -0.063758888514185152 0.13557660569548449 -0.066130976501950503 0.011488341027870776 -0.10412312299013136 0.055880766022583538 0.31857522577047354 -0.018396434374153611 -0.98940199092092473 -0.0022526672109961505 0.00014817425188005595 -0.015506265684962271 -0.035705597549619723 -0.0016372386926377656 -0.04456479524456175 -0.068805035965269282
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 5 15 -2 7 -4 -9 13 12 -12 -10 18 -14 -3 -8 -18 -1 21 24 23 26 -20 -21 -24 27 -23 30 -30 -26 32 -28 -22 -25
right_child=1 4 6 -5 -6 -7 16 8 10 -11 11 -13 14 -15 -16 -17 17 -19 19 20 33 22 25 34 28 -27 31 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=-0.032526369294833483 -0.013119663979298982 0.00016189497817329125 0.07110061404873308 -0.044185323721505333 -0.0040291253031444372 -0.042135743245380997 0.086719334674956267 0.011942288989959964 0.092983837724817373 0.087863756762084966 -0.0034106412131665771 -0.034597355770659262 -0.00066836756802040979 0.10753867486281875 0.063531177510525297 0.033240048904727391 0.011053212886819737 0.05280645468571854 -0.055286733415233318 0.027559995582414183 0.03853983526134843 0.050677269365412593 0.045053047656711059 0.023911664286274861 0.0016256835837928072 -0.049557966031875005 0.0092980198411105174 -0.002696644413532475 -0.038962717768226497 0.091613364719612123 -0.14579906932698328 -0.0032632164149871586 -0.077959764728878569 0.085644543962240152 0.07390699384946682
leaf_weight=1.3854568030510552 126.23961528116342 6.4066869430826072 1.338184677704702 17.501256032352103 34.662207670131465 9.5195152309024689 1.0756516452529492 40.736708060831006 0.88191915501375007 1.5006452137822623 21.117367111422936 9.5643855383386853 13.763046276697423 0.82583581199287337 1.4652101515093789 11.487677361277745 13.989934208526394 4.0548257671762249 0.61242890078574408 9.3017820390887227 16.406240688513208 2.8110915409488371 6.1814035284332922 3.9570083145663371 0.51376149681163952 0.68209643174486689 0.89676421330659684 4.561910502525282 0.95761172485072055 0.59414303734956775 0.56620517195551678 6.9543346081627533 2.0119386957958358 2.3848813818622174 3.4597795443842174
leaf_count=178 30454 771 104 7073 7696 2886 139 6155 126 175 3650 1822 2669 91 255 1063 2157 415 56 1447 1693 278 692 534 83 108 108 460 121 64 71 764 232 202 329
internal_value=0 -0.0125714 0.0144979 -0.0184694 0.00462796 -0.0151543 0.00746973 0.00387772 0.00284999 0.0258994 -0.00506571 -0.0131324 0.0102973 0.0244703 0.00550869 0.0213971 0.0241645 0.0204356 0.0234024 0.0246352 0.0334685 0.016188 0.0084499 0.0394137 0.0160691 0.0356506 -0.00238158 0.0176531 -0.0245454 0.0110329 -0.0756662 -0.0173583 -0.0510579 0.0445181 0.0472335
internal_weight=0 205.817 174.553 153.26 52.5566 135.759 107.987 88.8668 87.5286 66.5653 46.7919 30.6818 16.1102 65.0647 15.2283 17.8944 19.1204 18.0448 64.2388 62.8534 30.7246 32.1288 24.0995 8.02922 11.9335 6.8635 17.236 7.373 2.63172 1.55175 1.07997 9.86304 2.9087 18.7911 7.41679
internal_count=75121 49943 25178 40413 9530 33340 17492 14781 14677 7686 8522 5472 3050 7511 2924 1834 2711 2572 7420 7242 3681 3561 2642 919 1786 800 1842 738 339 185 154 1104 340 1895 863
shrinkage=0.1


Tree=40
num_leaves=36
num_cat=0
split_feature=3 3 10 15 3 9 6 9 9 9 9 10 9 14 3 15 14 6 10 3 11 15 13 3 14 11 15 15 6 3 6 15 3 15 6
split_gain=6.51025 2.71026 1.07534 1.05308 0.951059 0.720033 0.761591 0.707961 1.64056 1.23948 1.60238 0.80844 0.720815 0.64774 0.602692 0.645997 0.689827 0.623337 0.562809 0.719692 0.812231 0.547404 0.533352 0.526444 0.49221 0.486776 0.483884 0.45542 0.502837 0.454842 0.452596 0.443124 0.437627 0.429424 0.617367
threshold=-0.50384523533284653 0.22045960847754034 -0.45095191509853044 -1.0212234859322968 -0.98284225605311792 -0.1370748477818787 0.017786683352216785 -0.42526974728621642 -0.42447059611136456 -0.19632304995108765 -0.1942085329469812 -0.4509362535116449 0.85628955194357415 0.73276314226842731 -0.98776984395578882 0.54478433431811635 0.2789233642116753 -0.27077895741530605 0.012409053326590048 0.068407546728849425 -0.002085262446017241 -0.14615318105811761 0.0036545461160399514 0.97792836948792694 0.2084242201383108 0.020927429563167756 -0.37888085405487376 0.26970533970315075 -0.041423680056535093 -0.093224124982953058 -0.85213168243973947 0.37743165991051614 -0.99581732322985761 -0.86724165641131867 -0.35559748194174673
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 4 -1 22 14 -4 21 24 27 29 18 32 17 -16 -17 -7 25 -20 -21 -9 -5 -3 -10 26 33 -11 -29 -12 -23 -30 -8 -13 -35
right_child=1 23 7 5 -6 6 13 8 9 10 11 12 -14 -15 15 16 -18 -19 19 20 -22 30 -24 -25 -26 -27 -28 28 31 -31 -32 -33 -34 34 -36
leaf_value=0.048946466623344398 -0.065488147598151372 -0.024138656430250274 -0.036443559149584026 0.017075375149980688 -0.1008530670268228 0.041518136846427675 0.051876985611012498 0.014254192385676281 -0.018733377578205264 0.033947667088815289 -0.014299707343277743 -0.042609631834782606 0.021556316571132349 0.05726441246017662 0.037470376030237403 0.04923389578426262 -0.048466352226173418 0.091381108039820219 0.0048696054853882356 0.023906905625155288 -0.060404384475505939 0.10885273294686773 -0.012141109607189287 -0.0494234837238261 -0.054805193923241541 -0.04353505148312764 -0.015107600260177642 0.027926227022405867 -0.097995445619984634 0.039033247073166993 0.037977712384184875 -0.0066547945607460697 0.0091165107829265148 0.10379599792920445 0.00905417854999312
leaf_weight=0.62588784520630714 2.7672570582726612 39.619357800980652 6.0570918258163138 37.168929259401921 1.3127927270252246 7.2698624290860607 2.6347569559511603 12.884913116926329 19.528138275440146 14.37065982585773 2.1730188538786024 1.3646182531665543 8.0917592524201591 3.741554275766247 16.205617247593185 1.1465956359461409 1.9547189480508675 3.8267617460078345 37.668955997258308 1.6542453650035893 3.6946170959126894 1.0884886463172732 7.5108558621286639 10.394837605832434 4.6916259538847944 5.2731425487145307 66.39940975279751 4.3932979318778962 0.63133151695364942 6.0543022827478108 5.2308112208265802 3.3462423032615334 26.129694956875031 0.76044778029608995 7.1992050515400461
leaf_count=43 677 14483 1116 4164 176 674 299 1461 4619 2050 353 338 1190 460 2372 153 289 339 6651 295 837 144 1152 4428 925 1010 15453 778 65 1092 634 461 4456 130 1546
internal_value=0 -0.00842349 -0.00355262 0.0205549 -0.0524915 0.0218712 0.0287654 -0.00274628 -0.00175786 -0.00461198 -0.00147691 -0.00546732 -0.00736146 0.0181244 0.0401423 0.0294684 -0.0123453 0.0587138 -0.0092483 -4.42204e-06 -0.0343294 0.0260778 0.012164 -0.0293938 -0.0257209 -0.0141578 -0.012112 0.0231472 0.0046055 0.0249468 0.0501858 -0.0211526 0.0130333 0.00921986 0.0181056
internal_weight=0 265.338 215.324 109.528 1.93868 107.589 62.9096 212.556 206.499 187.295 163.075 140.334 132.106 32.506 30.4036 19.3069 3.10131 11.0966 124.015 43.0178 5.34886 19.2042 44.6798 50.0142 24.2198 80.9968 75.7237 22.7415 8.37087 8.22732 6.3193 3.97757 28.7645 9.32427 7.95965
internal_count=75313 60736 41825 14577 219 14358 9042 41148 40032 37793 32249 28895 27450 5215 3827 2814 442 1013 26260 7783 1132 2239 5316 18911 5544 18477 17467 3354 1304 1445 778 526 4755 2014 1676
shrinkage=0.1


Tree=41
num_leaves=36
num_cat=0
split_feature=2 2 1 6 0 10 6 10 10 10 10 7 11 10 10 2 2 1 11 6 13 6 6 6 6 6 0 7 11 0 10 0 2 2 10
split_gain=5.54166 2.44701 1.48785 0.831452 0.645243 0.575164 0.741765 0.499321 0.494802 0.513066 0.493006 0.671752 0.595623 0.577035 0.845851 0.5385 0.488079 0.468998 0.440218 0.393518 0.385128 0.382976 0.379975 1.05862 0.531018 0.397922 0.37666 0.473784 0.455886 0.368653 0.360813 0.351809 0.41811 0.518534 0.487858
threshold=0.00082228356041014205 0.77966150641441356 0.034497320652008064 -0.23730046065977398 0.035826532170176513 -0.063758888514185152 0.017786683352216785 0.011229365765181449 -0.45095191509853044 -0.4509362535116449 -0.063758888514185152 -0.22526726195459587 0.0028863963633325323 0.0027043704249205933 0.68556091571553113 0.20765928179025653 0.011165643576532604 0.0027965984772890811 0.0048443769925895956 0.30326675099012296 -0.0039945712268945758 -1.5661380076391256 -0.12275000480785321 -0.16068007307010998 -0.27923333895101882 -0.70782144431353233 0.016520935110747818 -0.0071719519263432159 0.0060698082191382721 0.04212623834609986 -0.013984817197611736 0.03145136125385762 0.020444096066057686 0.013006371445953848 0.68616721963547589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 16 20 22 30 -6 -10 -11 -12 19 -14 -15 -16 -4 -2 -8 -13 -1 -3 23 24 25 -7 27 -9 -28 -27 -5 32 33 -19 -34
right_child=1 21 4 7 8 6 18 26 9 10 11 12 13 14 15 -17 -18 31 -20 -21 -22 -23 -24 -25 -26 29 28 -29 -30 -31 -32 -33 34 -35 -36
leaf_value=0.02347660860384447 0.022311403139253682 0.12517946652906933 0.0094532752857680348 0.0010083322190045474 -0.056421491391241835 0.05444118421213745 0.010837116462234009 -0.038327852231588036 0.04718456542523429 -0.016761236537153487 -0.025351668582442605 0.003246288916852324 0.024291059783318858 -0.03088490341873212 0.037856239270218667 -0.060575856168034806 -0.040396255699185285 -0.0033840121892497023 0.045999526226179172 0.028128554295666387 0.0047714613695206531 -0.038091368962480943 0.081009309182014502 -0.091438026115714124 0.079121993034515073 0.013945095425801994 0.016674486092331752 -0.0052912431665179394 -0.034194797499556236 0.083655912961539625 0.047792705146453202 0.01951779569136386 0.015607733486064266 -0.052669080624647993 -0.052316430949473018
leaf_weight=21.57981025924164 26.114017807998607 0.14452567629632795 2.3697796144115264 38.141455244181998 2.1609363128445684 6.0957150386602796 18.37630116579567 9.4803905736334873 1.6532178595662106 46.809523107120185 11.400645711466487 23.590971073681438 3.7110683677310616 13.700366054792541 3.327024254496791 0.66726057472988021 11.473952003885641 7.8687176135281351 4.4161459413589901 8.700035876099717 22.467471339805343 24.152737778817027 2.4180761295974653 0.60323454154422762 3.3530844507913562 7.5942307966906792 6.225379368515858 8.0076257246728364 2.4571030552033335 0.84279841184616078 1.722934739475021 10.901518332451813 12.184972242655929 2.9295088907529134 1.1578943370841432
leaf_count=2021 2610 87 537 8330 619 651 2513 1357 457 14319 2631 5276 1297 2830 761 150 2590 1408 509 2013 2438 10573 273 65 332 892 1017 1071 445 94 268 1926 2214 507 232
internal_value=0 -0.00678788 -0.00391748 0.00376557 -0.0114598 0.0219997 0.030128 -0.00401523 -0.00901897 -0.00811695 -0.00893393 -0.00330555 0.00137518 -0.0115605 -0.0190795 0.0214128 -0.031863 0.012167 0.01765 0.00995022 0.0139356 -0.0371202 0.0437313 0.0388559 0.0432503 0.0349738 -0.0147475 -0.0232006 0.00227871 0.0209087 0.00303035 0.00460737 -0.00212581 -0.0167548 0.00971327
internal_weight=0 281.054 256.756 127.192 129.565 87.7469 43.6996 66.0349 115.721 113.56 111.907 65.0974 53.6967 21.4057 17.6947 3.99428 13.8437 61.1566 22.7924 32.291 44.0473 24.2973 20.9071 18.4891 17.8858 14.5327 26.1705 17.488 8.68248 8.43703 39.8644 35.0426 24.1411 10.7982 13.3429
internal_count=75313 65525 54865 21385 33480 9788 5329 12488 30353 29734 29277 14958 12327 5038 3741 911 3127 8897 3022 7289 4459 10660 2307 2034 1969 1637 3890 2428 1462 986 8598 6287 4361 1915 2446
shrinkage=0.1


Tree=42
num_leaves=36
num_cat=0
split_feature=3 3 4 3 4 15 6 5 15 15 4 4 4 4 4 3 4 4 4 6 5 13 15 4 3 4 4 13 15 2 3 0 3 4 3
split_gain=5.67661 2.17848 0.876398 0.710772 0.753297 0.746315 0.63309 0.760698 0.689341 0.684295 0.609084 0.582837 0.610953 0.563808 1.12531 0.557391 0.532336 0.658973 0.512599 0.490481 0.637889 0.457222 0.449409 0.446509 0.444339 0.428006 0.753512 0.425341 0.420457 0.414297 0.656873 0.39571 0.394702 0.389809 0.378989
threshold=-0.35769730829633767 0.37579783319961285 0.0007696851680520923 -0.98284225605311792 0.29714691266417509 -1.0212234859322968 0.1881325615895868 0.030505543434062348 -0.072296967557939892 -0.019538930597894414 0.0009755208157002927 0.0009755208157002927 -0.036863724235445254 0.044116850011050708 0.019956674426794056 -0.17130437120795247 -0.012535682035377247 -0.020110715180635449 0.00018064232790493409 -0.25565152048749062 0.29024618359550364 -0.0034254163546702646 -0.45560809065316615 -0.30705522000789637 -0.6009201660126563 -0.00015432329382747409 0.00051653245463967334 0.0035730556108204709 0.10574455966562719 0.035900330170989043 0.030918869189918045 0.00026753667043522006 0.025103287771344188 0.054830730659887202 0.010146402288228275
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 4 6 24 7 -1 -9 11 34 12 -10 14 16 18 17 -8 -2 20 28 -3 -21 -7 -5 -23 -27 31 -12 32 -31 -25 -17 -22 -4
right_child=1 21 10 5 -6 23 13 8 9 -11 19 -13 -14 -15 -16 29 -18 -19 -20 22 33 25 -24 27 -26 26 -28 -29 -30 30 -32 -33 -34 -35 -36
leaf_value=0.056809316172695218 0.019797659778610897 -0.0087444199958521592 0.11130818879475844 -0.09378096628675861 -0.040999013981778326 -0.05513739852921154 0.011920308521447097 0.068730858344692308 0.013005675903761726 0.041201829509890049 0.0091712615881542996 0.017466147495375776 -0.096429018369847644 0.061825954913301354 -0.10475115895700592 -0.019468774678480915 0.042197627614936228 -0.075548559138006538 -0.077521952120013629 0.02217941672841562 0.011110666984591136 -0.020858801569433736 -0.0099078833554804256 0.030751207984754027 0.022209481407739463 -0.059689285882229992 -0.018082441645123164 -4.76993800556969e-05 -0.01584481557597903 0.0036482231587883635 -0.016405260875140926 0.013451501760338989 -0.078527917715080275 0.07171175305211315 -0.00032701067064141634
leaf_weight=13.996970359978151 8.3081837704958126 7.7950217407560549 0.82703378648147807 1.0312965979101134 1.4527824072283682 0.91887791716726397 3.970967850298619 2.2560294414433884 0.80547350237611715 3.1227965974685485 38.471249328416889 2.0896332653210266 1.3913961460930293 2.0097123687446574 0.87193351546011477 34.077244994041394 3.8695059653327899 1.0998789578879948 0.57893743552267629 4.9237990130786775 1.8966198977723241 11.785037956717135 38.455131529150094 18.792026573057228 0.4858692908892398 12.404757407879517 6.7056786404209552 15.197717273309534 8.1402887375297706 28.016608531295788 39.173270750747179 44.608876370934013 1.1704719195549831 2.4103783213649876 0.48095645380089991
leaf_count=1285 1483 3213 162 156 230 133 420 309 61 314 6063 218 137 277 126 6662 401 104 96 907 387 5591 8322 1577 86 4316 3146 2674 1563 6239 9909 8152 219 249 126
internal_value=0 -0.00860674 -0.00453448 0.0180821 0.029579 0.0128417 0.0324686 0.0419099 0.0203331 0.00559669 0.00248804 -0.0203423 -0.0563052 0.0135714 0.00368811 -0.0105654 0.014264 -0.0070519 0.0134579 0.00154799 0.00820475 -0.0303866 -0.00626576 0.0141673 -0.0566353 -0.0358469 -0.0450898 0.0149775 0.00480243 -0.0126496 -0.00804343 0.0185791 -0.02143 0.0450256 0.0702592
internal_weight=0 245.621 206.93 117.972 36.9371 81.0347 35.4843 23.6623 9.66533 7.4093 95.6055 4.2865 2.19687 11.822 9.81229 111.325 8.94035 5.07085 8.88712 94.2975 50.9185 38.6905 43.3789 79.5175 1.51717 30.8955 19.1104 78.5986 46.6115 102.438 67.1899 63.4009 35.2477 4.307 1.30799
internal_count=75313 58653 42387 16660 3882 12778 3652 2324 1039 730 17779 416 198 1328 1051 24608 925 524 1579 17491 8262 16266 9229 12536 242 13053 7462 12403 7626 23029 16148 9729 6881 636 288
shrinkage=0.1


Tree=43
num_leaves=36
num_cat=0
split_feature=3 3 1 8 9 9 8 9 7 9 3 8 10 3 10 8 9 3 7 10 10 1 10 7 6 6 6 6 3 7 1 8 11 9 9
split_gain=4.98962 2.10659 1.29851 0.639038 0.758479 0.613148 0.867345 0.598401 0.779722 0.506463 0.721739 0.772144 0.483075 0.850888 0.697429 0.757136 0.564 0.591701 0.439913 0.421137 0.559412 0.40232 0.372143 0.345283 0.340347 0.873564 0.614878 0.336669 0.336593 0.335804 0.332467 0.330869 0.324964 0.324905 0.511559
threshold=-0.50384523533284653 0.37579783319961285 0.03360207378864289 -0.19783853256178432 0.85617956675140727 0.85628955194357415 0.11842171357580898 0.85628955194357415 0.039414959362941086 -0.1370748477818787 -0.90319584916869633 -0.033668598304884841 0.68616721963547589 -0.12700662389397618 -0.037086587719215323 0.1894815703911738 -0.054051514408291472 0.012614503502845766 -0.070415579735254363 -0.45095191509853044 -0.4509362535116449 0.24268350005149844 0.020220197634612594 -0.12881822310109045 -1.4190243521049573 -1.0157404295055754 -0.81192823426094585 -0.92906001864424115 0.98309192455053573 0.017981097982464514 0.39902016520500189 0.20248072390704014 -0.0014030346084644861 0.85617956675140727 0.6818608616655969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 32 12 19 18 8 -6 24 11 -11 14 -14 23 -16 -15 -18 21 -4 -21 -7 -12 -5 -1 -26 27 -27 29 -3 33 -30 -2 34 -22
right_child=1 28 5 4 7 6 -8 -9 -10 10 22 -13 13 16 15 -17 17 -19 -20 20 30 -23 -24 -25 25 26 -28 -29 31 -31 -32 -33 -34 -35 -36
leaf_value=-0.046140811431134361 0.0098410873158935597 -0.036198869549041425 -0.057622467499284374 0.010705768855559983 -0.044739306932813493 0.049982033549003935 -0.037848139787397199 0.041428974343798559 0.0056309836540582156 0.028960171867410012 0.0064576962132346198 0.078486210764902697 0.0582233773047258 -0.068513032666282142 0.014591550415199715 0.085169005338051426 -0.045453838119470291 0.049257693183399946 0.054334923305907661 0.041833843234160381 -0.012469342947668547 -0.048030202374618122 0.038820896835298623 -0.0085832024270820536 0.075116150544258062 0.0028178401444158346 0.011612073879272775 -0.073241021380037269 -0.06358331229723381 -0.014713129213394266 -0.028627459107258443 -0.022933671969056553 0.03693150211229667 -0.038224429090922704 0.016710189749607959
leaf_weight=1.0393576850474335 10.751611950021472 13.057359470083613 2.1426277974023824 14.41268665180541 8.6083411155268532 0.72881809459067859 2.2134626012120862 1.4239676228607994 4.7794935266720122 30.875017954447685 21.367541151492336 3.5053785702257292 1.1189833047101272 2.8360002322006039 29.003822893486362 1.6040564832655935 1.5288449347717681 1.1601932346238752 3.9494549600640303 1.8384947589365754 69.206521292995603 0.98457531956955791 4.2617550133509203 26.060012545018257 2.0718365876818998 1.0152543329168113 38.339102557718434 1.3636693287626247 4.917558660697976 16.423920175759122 13.115639010167795 3.3777212412896915 7.5285182953230096 4.2899898207979268 6.579312210349598
leaf_count=137 1344 5298 610 3102 1249 110 409 197 647 4122 4032 466 163 415 3904 175 275 197 607 520 18598 135 567 5390 206 137 4757 153 2182 7122 3755 1664 945 779 944
internal_value=0 -0.0074512 -0.00363879 0.00391254 0.000537381 -0.0116047 0.01523 -0.0202018 -0.026757 0.0185725 0.024541 0.0340098 0.00448959 -0.0212967 0.00689988 0.0182903 -0.0374018 -0.00459027 0.0359769 -0.0137798 -0.0127913 -0.0063392 0.0118392 -0.00171423 0.0104006 0.011774 0.00855102 -0.0407813 -0.0292363 -0.0242292 -0.013869 -0.0470314 0.020998 -0.0114517 -0.00993614
internal_weight=0 253.642 215.865 110.817 92.5364 105.049 7.87631 14.8118 13.3878 103.839 60.0097 34.3804 77.7246 6.64402 71.0806 30.6079 5.52504 2.68904 5.66285 97.1726 95.03 1.71339 25.6293 40.4727 43.8292 42.7899 40.718 2.37892 37.7766 29.4813 93.1915 8.29528 18.2801 80.0758 75.7858
internal_count=75313 60736 44470 18003 15714 26467 1261 2093 1896 14577 9187 4588 13621 1050 12571 4079 887 472 852 25206 24596 245 4599 8492 5390 5253 5047 290 16266 12420 24076 3846 2289 20321 19542
shrinkage=0.1


Tree=44
num_leaves=36
num_cat=0
split_feature=3 3 3 1 13 9 7 10 9 12 15 12 15 12 10 15 7 9 12 10 7 1 7 13 10 10 10 10 15 9 12 12 9 15 1
split_gain=4.38335 1.35929 1.12139 0.83814 0.539158 0.523995 0.552201 0.547971 0.471082 0.800177 0.604315 0.542961 0.532901 0.420858 0.419179 0.409842 0.395444 0.925385 0.588264 0.780843 0.50168 0.44925 0.426761 0.428455 0.410503 0.398206 0.387475 0.430322 0.385311 0.382409 0.380085 0.371206 0.378143 0.368877 0.359025
threshold=-0.020727915942188698 -0.76853336839121755 0.55988206714391719 0.0027965984772890811 -0.0035712809317541938 0.57145790962838705 0.52706602506382494 0.68556091571553113 -0.07724924747061028 -0.01545576059916067 -1.0212234859322968 -0.0012503127427602398 -0.081231733639386294 -0.0002415485249289035 -0.4509362535116449 -0.69539688809155975 -0.0071719519263432159 0.85617956675140727 -0.0030567835502023663 0.69288819253036216 -0.19916491999097541 0.17403753846883777 -0.10511231345545717 0.00014817425188005595 0.012409053326590048 0.0043070564493684184 -0.19123770057336756 -0.18309961763195456 -0.82761696801736095 -0.12748097560824609 -0.013317282181294724 -0.0090914236327894072 0.86141176407025932 0.67655171468882236 0.0015655434690415861
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 3 -2 5 7 15 14 11 -10 -11 12 -1 -9 -5 -7 17 18 19 26 -21 22 23 -20 33 -18 -3 -28 -12 30 -4 -6 -33 -19 -27
right_child=2 16 29 4 31 6 -8 13 9 10 28 -13 -14 -15 -16 -17 25 24 21 20 -22 -23 -24 -25 -26 34 27 -29 -30 -31 -32 32 -34 -35 -36
leaf_value=0.026425160224714351 0.013033904572075483 0.024287997884368216 -0.057528019909345196 0.04811467239706204 -0.034958298786442819 -0.051354062456420935 -0.052333558782277571 -0.0057407488323257131 0.087407914122536401 -0.086463546587691287 0.081161483876966117 0.019332367355889668 -0.021488778020976596 0.061201750250669221 -0.019992527141335224 0.036943653940786816 0.0016599728336162878 -0.026879961023150073 0.032469804877856188 -0.098515463416652779 -0.012530145757564424 -0.030054085000153625 -0.0042205978286328277 0.0065997699834906337 0.041296926573249536 0.035053583973931622 -0.12985301229587937 -0.0091311302167868067 0.023103836966531097 -0.040182926043814467 -0.010349561609413603 -0.015156002693123725 0.033810820301742067 -0.086705901252864481 0.009292145410215745
leaf_weight=3.294468679028796 15.181641456816577 3.8575149109383355 2.0162408192700232 0.95531112974277377 9.6480566330719721 0.57039698865264643 0.91679567145183671 2.000886151217856 2.0517628469387992 0.49436442743171838 1.176674639689735 24.21061021926289 7.8577930124010873 1.769839282700558 16.719834231822464 6.7045304481289332 30.639337110249471 9.5753830858156963 12.994533131011847 1.5523762693046594 1.2054457737249311 2.6284857616483341 10.491867639102567 12.618693476601036 0.79171182162826959 8.7231384037804691 0.30312701687216836 11.393745086963461 40.090337335432196 17.304028796597777 11.156238589435818 63.187604859260318 1.6174441845214449 1.1549390275031335 14.24289052003587
leaf_count=577 1716 779 728 271 2337 64 115 392 306 106 147 2469 1298 367 4883 1077 5877 1411 2233 176 200 701 1982 2452 112 872 45 2555 5742 8724 4512 17129 302 135 2412
internal_value=0 0.00930189 -0.0132904 -0.00891612 -0.0121175 -0.00071052 0.0208037 -0.00892837 0.0195083 0.0264381 0.0234426 0.0109225 -0.00733461 0.0256796 -0.0163114 0.0300206 0.0026875 -0.00234286 0.00287814 -0.0118908 -0.0609312 0.00986048 0.0127663 0.0197246 -0.0281921 0.00912194 -0.00319578 -0.0122597 0.0247593 -0.0304096 -0.0175709 -0.0166583 -0.0139339 -0.0333192 0.0190771
internal_weight=0 201.349 149.749 119.272 104.091 29.6376 8.19172 21.4459 79.176 43.8131 41.7614 35.3629 11.1523 3.77073 17.6751 7.27493 122.173 68.5678 57.0458 18.3122 2.75782 38.7336 36.1051 25.6132 11.522 53.6054 15.5544 11.6969 41.267 30.4765 13.1725 74.4531 64.805 10.7303 22.966
internal_count=75204 32587 42617 28653 26937 7169 1256 5913 10645 6301 5995 4344 1875 759 5154 1141 21942 12781 11123 3755 376 7368 6667 4685 1658 9161 3379 2600 5889 13964 5240 19768 17431 1546 3284
shrinkage=0.1


Tree=45
num_leaves=36
num_cat=0
split_feature=3 4 3 3 6 6 10 12 6 4 6 11 10 6 6 6 11 10 10 11 4 4 15 10 15 15 3 15 6 6 6 3 3 4 4
split_gain=3.99757 1.54217 0.864929 0.81198 0.496485 0.466896 0.450522 0.529756 0.477355 0.565219 0.918138 0.408244 0.434599 0.379182 0.538789 0.351175 0.360283 0.349355 0.464635 0.53265 0.502365 0.556502 0.54309 0.443981 0.442256 0.541748 0.435468 0.531403 0.655362 0.535836 0.519705 0.433106 0.423138 0.39238 0.765593
threshold=-0.07137392088770865 0.0007696851680520923 -0.89324227313045401 0.93784895029966731 1.8778764934753009 -0.27923333895101882 -0.063758888514185152 -0.01545576059916067 1.0456146907669843 0.0025229624006897215 1.447790055290326 -0.022351857653807695 -0.057699061682880921 -1.3167931069492644 -1.0157404295055754 -0.86865463397749432 0.0090992781133200345 0.011232844138363661 -0.092879659140538723 -0.024861936526601632 -0.00037828925997018809 -0.0011219866501050999 0.57150851273993031 0.0043070564493684184 0.82254102967437903 0.4859784809546796 -0.87040206138044585 -0.081231733639386294 0.71992239306975214 -0.041423680056535093 0.36580006203011656 -0.82112247592885967 -0.53640687924053043 0.003880906850099564 0.014542168006300928
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 17 -3 13 -8 -9 10 -10 12 -2 -1 -15 -16 -17 18 19 -4 21 23 26 -20 25 -25 -22 28 30 33 31 -28 -33 -29 -35
right_child=1 5 4 -5 -6 -7 7 8 9 -11 -12 -13 -14 14 15 16 -18 -19 20 -21 22 -23 -24 24 -26 -27 27 29 -30 -31 -32 32 -34 34 -36
leaf_value=-0.052305398393181095 -0.024176237106763046 0.0078577347006028118 -0.023184737904519089 -0.042831613634605109 -0.06563259908888866 -0.0081725761820578141 0.086112341924690264 0.0302107631743554 -0.15195665850739823 0.025848744112255902 0.026898374122382648 -0.01671008669435833 0.021365273167970909 0.07696327412090781 -0.037065465935510716 0.016387245922403922 -0.034461305095678518 0.019014586972726774 -0.010451165338667886 0.015488766822801772 -0.078354808931383149 0.073426712312872428 -0.059127309330333 0.036228200239367313 0.11558419003719445 -0.049621958788409609 0.065816598579970867 -0.030626126682535188 0.025052207556065454 -0.0051231283322846956 -0.077825777403021462 -0.075976054331597487 -0.0114558511006203 0.11795295634480357 0.017379462162413942
leaf_weight=0.88685407704906793 3.2289072480343748 42.443262696760939 3.9873129147454156 11.423334919549232 0.97334790596505527 31.768972497749928 1.5515289169488848 26.478886233038796 0.60431431577308037 1.5226986480993216 0.5466387394699268 92.643074012416037 5.969208585796876 1.3022289986838611 1.4322023148124667 26.43470185337355 1.4709739531972434 17.28323982119764 7.4400001164176484 33.337034417141695 0.84337015741039323 1.3130392051534716 2.2421795165864742 3.4567526908358559 0.51904277922585595 0.93355985917150963 0.52844288627966296 0.68755345942918467 2.2263616639538668 9.8741566241369547 2.1859905952587724 1.4052803693048188 3.6737000668363216 1.1600818168953995 2.1777331493794918
leaf_count=129 843 8000 619 5331 184 8941 187 3545 92 249 76 25807 1090 132 168 3266 153 2683 2056 5382 160 226 458 475 65 118 101 136 418 1970 402 262 794 183 503
internal_value=0 -0.0102093 0.0113656 -0.0175508 0.00542524 0.000995436 0.0205531 0.0291749 0.0261446 -0.0141253 -0.0670105 -0.0147151 0.00537838 0.0121563 0.0140221 0.0112283 0.0137069 0.00615119 0.00330061 0.0113573 -0.00409384 0.0115321 -0.0119994 0.00495114 0.0282929 0.0179729 -0.00773207 -0.00524198 -0.0227973 0.00741315 -0.0364666 -0.0203432 -0.0293077 0.0381644 0.0523345
internal_weight=0 187.477 158.479 113.265 96.2482 74.2122 62.231 30.7041 29.1525 2.67365 1.15095 101.841 9.19812 31.527 30.6401 29.3379 27.9057 95.2748 77.9916 37.3243 40.6672 13.6624 27.0049 12.3494 4.90936 4.39031 24.7627 23.9193 10.0198 13.8995 7.79341 5.60742 5.07898 4.02537 3.33781
internal_count=75204 50012 25192 33071 17195 16941 7997 4149 3962 417 168 27740 1933 3848 3719 3587 3419 17011 14328 6001 8327 2940 5387 2714 658 593 4929 4769 1977 2792 1559 1157 1056 822 686
shrinkage=0.1


Tree=46
num_leaves=36
num_cat=0
split_feature=1 8 5 4 6 1 10 10 10 10 10 5 1 5 11 5 6 5 11 8 10 5 5 10 10 6 10 10 4 10 10 5 4 6 8
split_gain=3.7226 1.47635 0.642932 0.46421 0.412458 0.446682 0.392307 0.806054 0.504643 0.502485 0.747022 0.503473 0.483368 0.425089 0.499321 0.425254 0.480729 0.381512 0.380328 0.366886 0.359478 0.345893 0.380777 0.333993 0.4091 0.332131 0.330506 0.728012 0.44716 0.749551 0.428274 0.329961 0.326335 0.329262 0.321968
threshold=0.0038500087102875118 0.10017356951626248 0.35023178676769401 0.012166915461421015 0.066258198672713139 0.00013662744458997625 -0.19679046628008481 -0.19654991179956058 -0.252350822708926 -0.063758888514185152 0.011229365765181449 -0.26860450886790022 0.022654267959296707 0.11717472591770509 -0.0085306139928688265 -0.014370791946406234 0.51084747620027815 -0.17899237083729766 -0.020911035294101318 0.33317573616109269 0.68616721963547589 -0.063918118103168664 -0.066369337010762405 -0.19601100999691345 -0.19679046628008481 0.087341689470711734 0.68556091571553113 0.68616721963547589 -0.00013408006634563205 0.17447350742498088 0.82244825317896419 0.2349798412607835 -0.067813411355018602 -0.63889393655149396 -0.12529585238777682
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 19 6 5 -1 8 12 -2 11 13 -9 -8 14 -11 21 -17 -6 20 23 -12 22 -16 24 -3 -19 28 -28 29 34 -29 -13 -32 -34 -20
right_child=1 2 -4 -5 17 -7 7 9 -10 10 18 31 -14 -15 15 16 -18 25 26 -21 -22 -23 -24 -25 -26 -27 27 30 -30 -31 32 -33 33 -35 -36
leaf_value=0.030750425456559507 -0.004623513986706791 -0.0097720811419873682 0.077150557924146435 0.004784694020602903 0.036470065863865031 0.013465452135405198 0.00082636374776268574 0.0030464689057270247 -0.038219474515966405 0.045224273829328504 0.034852213541980905 -0.033983915405190017 0.052168129709261248 -0.069925934229633377 -0.020673053887068263 0.02535614393330304 -0.013022480960321867 -0.059834101807003909 0.04398773775966499 -0.043846022242378796 -0.020915768021322015 -0.067819573238176917 0.14938991071146393 -0.023859909193613596 0.061625384899361126 0.005787623562574196 0.045982716768092513 -0.044653072868808694 -0.031723845521447178 -0.028640172950380828 -0.049330426039127157 -0.0081116000246058331 0.074034138950373349 0.0017045984697399851 0.0014229008029493671
leaf_weight=22.618966842455848 9.5530228120369447 5.0774500499101123 0.63715974963270028 49.35819722353699 4.1097135329473522 44.099616664760106 3.5179951036116099 8.7039150214404817 8.4046518271643418 4.4566788603842786 3.4708226990042013 14.751410652082997 3.8302042663854081 0.60012266268313297 0.57675336120519205 10.449228735487845 4.7462735431909087 0.7848018646473055 2.3269284095658787 7.8273727911291635 1.7329656889196483 1.2522101175418416 0.17060393723659206 37.129183267104963 0.95319671419565466 44.773829797428334 2.871482552494852 2.7356816995888948 12.853701971256671 8.8334797244897327 0.83053275401471172 7.4032853044045615 0.8579186073620807 2.3625879514875123 7.5208123812481098
leaf_count=1893 2714 2176 195 11137 580 5678 611 1900 2343 1028 658 5388 857 145 232 2882 1331 125 360 3102 341 526 51 12779 287 5905 567 556 2369 1935 153 2039 163 498 1700
internal_value=0 -0.00782711 -0.0226795 -0.00342486 0.0141891 0.0193254 -0.00667138 -0.00437307 -0.0203473 -0.00673325 -0.00196888 -0.0173322 0.0275879 0.0130941 0.0153952 0.00766399 0.0133687 0.00728951 -0.00919307 -0.0239271 0.0162804 -0.0356883 0.0181483 -0.0203146 0.00151292 0.00465721 -0.012411 0.00377441 -0.0173682 -0.00749066 -0.0140841 -0.0253383 0.0065593 0.0209726 0.0114806
internal_weight=0 225.796 51.6244 174.171 116.387 66.7186 124.813 106.856 17.9577 99.5074 68.6488 30.8586 7.3482 22.2519 21.6517 17.1951 15.1955 49.6683 46.3969 50.9872 5.20379 1.99957 0.747357 43.1598 6.03065 45.5586 41.1931 9.6582 31.5349 18.6812 6.78672 22.1547 4.05104 3.22051 9.84774
internal_count=75204 61023 18539 42484 14181 7571 31347 26290 5057 24822 15495 9327 1468 6195 6050 5022 4213 6610 9300 18344 999 809 283 15242 2463 6030 8301 1937 6364 3995 1370 7427 814 661 2060
shrinkage=0.1


Tree=47
num_leaves=36
num_cat=0
split_feature=3 3 3 1 13 13 13 15 14 1 1 0 15 10 15 15 15 10 15 15 15 10 14 1 14 14 1 10 14 14 10 8 0 3 1
split_gain=3.4006 1.26083 0.72983 0.604625 0.445732 0.438657 0.432258 0.419508 0.746419 0.432756 0.356002 0.462371 0.34961 0.33706 0.326267 0.416073 0.394521 0.332019 0.325949 0.521077 0.454343 0.363847 0.332219 0.325279 0.319015 0.307763 0.307362 0.305309 0.332616 0.304462 0.48568 0.30377 0.297561 0.507671 0.373433
threshold=0.012614503502845766 -0.41400573542341584 0.89370945016344205 0.0074793146923184404 0.0035730556108204709 -0.0038301921731151273 -0.0054668504107765513 -1.0212234859322968 0.83106793480686247 3.1223853511619388e-05 0.1771616339683533 0.04212623834609986 0.4859784809546796 -0.45095191509853044 -0.11383936425766254 -0.69539688809155975 0.030250255660942856 0.68220586533635408 -0.13562095759717521 0.12858588641112365 -0.35819353589553099 0.66009087251892307 0.059392176567767373 0.003188127302564681 -0.24913695026027347 -0.85556744356305536 0.016779476776719097 -0.17579234293314752 0.60329129580374707 0.41507772757596206 0.18877187430873058 -0.064733229426029312 0.14429435878992083 0.28399766702204948 0.37399347126483923
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 7 3 6 14 10 -2 8 -1 12 -3 -12 -9 -7 15 -5 -16 26 20 25 22 -21 24 -4 -15 -20 -18 -25 -29 30 -24 -31 -28 34 -34
right_child=2 5 23 4 -6 13 -8 9 -10 -11 11 -13 -14 18 16 -17 17 -19 19 21 -22 -23 29 27 -26 -27 32 28 -30 31 -32 -33 33 -35 -36
leaf_value=0.013319230870753346 0.057368690682825046 0.013200471533397632 -0.15443577646742357 -0.03578204989657683 -0.027895270251601424 -0.06609338187585756 0.002091040319731684 0.036243264202426788 -0.11890587008960639 0.01272363307406007 -0.11728809348456444 -0.0066260487518039497 -0.013511819443812585 0.0066045886675091051 -0.027141199770844594 0.0062456040400583352 -0.07151240772578904 0.046059640864896167 0.078053999783411723 -0.0095345216484596009 -0.023850158361270274 -0.10170030599243388 0.05959604157028664 0.0097707173348796621 -0.037575170217267709 0.0062275467357547935 0.0059029059882556578 -0.031713698856736389 -0.076689433557987366 0.020760784231517747 -0.021764202021625559 -0.047533241238362188 -0.047862349982877889 0.0070938310985467976 -0.0020053350819803548
leaf_weight=1.2430013285993471 1.7224994829739442 29.331812109114253 0.22439729767938743 2.7423000714043182 19.046788934094366 0.85602895449846883 7.9148387461318617 13.523111933638573 0.65027476998511691 88.02545019759782 0.44298024536692482 2.5568544952839147 1.5769206167897198 3.4919784855883336 16.899825100008457 16.704184125021129 0.78085532294063043 1.1135221011063539 0.60498433926841144 23.134118433023108 15.156680131261963 0.43641120765823771 2.625790171528934 1.4974951274343755 3.0725073505309428 42.796416523175139 9.4096806444831618 12.36775776727154 1.8964576080761606 1.5728356152394556 1.0182310943491755 1.1116026229574343 5.4713895416934957 5.1850885249368721 2.6291700430738274
leaf_count=164 213 5175 51 790 6494 194 1160 1076 95 14237 92 681 114 661 5522 4712 236 266 108 4815 2842 88 461 1222 542 8711 3110 5979 731 292 176 297 1184 1990 723
internal_value=0 0.0064264 -0.0152026 -0.0116915 -0.0145427 -0.000228028 0.0119709 0.0145503 -0.0320955 0.0154066 0.00984471 -0.0229673 0.0310473 -0.00362473 -0.0103691 0.000318957 -0.0153787 -0.00729459 -0.00306197 0.000728398 -0.0121119 -0.011241 0.00168728 -0.0348859 -0.0140737 0.00722876 -0.00982528 -0.0331838 -0.0376933 0.0180361 0.0368619 -0.00751918 -0.00770288 -0.0173393 -0.0329787
internal_weight=0 233.228 105.606 89.6201 79.9828 128.209 9.63734 105.019 1.89328 103.125 32.3316 2.99983 15.1 95.8776 60.936 19.4465 41.4895 24.5897 95.0216 66.9719 28.0496 23.5705 12.8929 15.9861 6.56449 43.4014 23.4762 15.7617 14.2642 6.32846 3.64402 2.68444 22.6953 13.2856 8.10056
internal_count=75204 40821 34383 26400 25027 25135 1373 15686 259 15427 5948 773 1190 19187 18533 5502 13031 7509 18993 13722 5271 4903 2429 7983 1203 8819 7243 7932 6710 1226 637 589 7007 3897 1907
shrinkage=0.1


Tree=48
num_leaves=36
num_cat=0
split_feature=3 1 2 13 3 7 8 3 2 2 4 4 4 4 2 3 1 13 2 8 8 7 7 8 2 4 3 3 8 12 3 2 4 2 13
split_gain=3.21923 1.46648 0.785392 0.674434 0.596277 0.496856 0.464844 0.409746 0.4319 0.495964 0.381902 0.480581 0.364781 0.350748 0.342119 0.610146 0.440506 0.318206 0.350629 0.359719 0.315254 0.471202 0.379474 0.288624 0.281707 0.275457 0.434293 0.326908 0.293726 0.362402 0.513549 0.368688 0.314184 0.399332 0.268881
threshold=-0.3742739883018657 0.016340757720172409 0.013006371445953848 -0.0036516767039904848 0.37579783319961285 0.20840397511762929 0.0057117650000916139 0.098575654905289425 0.16333683580160144 0.54108688235282909 -0.00017497591034043578 0.0007696851680520923 0.64109017699956905 -0.093674328498309464 0.098435666412115111 0.093605788038985352 0.21157757192850116 0.0032644942353160437 1.2264394172234462e-05 -0.56304010222928169 -0.29094190614572846 -0.23470550921628366 -0.62250954145668758 0.1089908560097194 0.13873960822820666 -0.086428377777338014 -0.9912275545648298 -0.58128674906038202 -0.13895742288139104 0.0038605038208954123 -0.99581732322985761 1.2264394172234462e-05 0.003880906850099564 3.072744789278659e-06 0.0076305652551060315
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 6 -3 14 7 17 12 -9 -10 -6 -12 13 -2 16 -16 -5 25 -19 -20 21 -15 -22 -7 -17 26 -1 -28 32 -30 -31 -32 33 -27 -24
right_child=1 3 -4 4 10 23 -8 8 9 -11 11 -13 -14 20 15 24 -18 18 19 -21 22 -23 34 -25 -26 28 27 -29 29 30 31 -33 -34 -35 -36
leaf_value=0.031603756002581355 0.035116413246033457 -0.0014844030984216296 -0.013481266967413356 -0.01256422610606573 -0.014362080990527885 0.014360536971106284 0.055340017722550275 -0.11396250838440639 0.054194000995685214 -0.066563869115615279 -0.050603237746518495 -0.014440031859990307 0.052534341628627149 -0.046631998222945281 0.018331917749518069 -0.044077306884575312 -0.034676309221836864 0.046599250577466361 0.081969251237797025 -0.0050366802183708925 0.028954761510318724 0.053800984574399996 -0.0036790317985865156 0.06864430436706552 -0.0083814275029121428 -0.070735417967559208 -0.029126653208734716 0.056866285161184506 0.020378570532501705 -0.02495636654091786 0.10231482009686327 0.043919159670922484 0.024058895969607894 0.0093672179886758866 -0.026993648050869692
leaf_weight=2.6282964513084153 2.6262569669634095 39.375417286108132 9.4707268037745944 49.198446604830679 10.171360495003684 20.971618966825194 3.0140070124361946 0.62771098621305954 0.60272060280840356 0.78059050640149508 11.368942668203092 5.4298992934091066 1.3296585940406647 0.60383434442337636 8.8744877340432158 2.6774914104971677 11.028994820408114 1.6413533897721233 0.49161297469982024 14.222433465492937 3.2043285934487349 2.0636965435696757 38.306504734853661 1.027459739067125 12.685708985329255 0.63936754595488565 3.9867590982139518 0.49721322554978442 18.286608942040406 0.92104972567176435 1.3119323349092136 6.1469501951723942 20.632715180163359 23.394125615428493 5.6800292530533616
leaf_count=301 392 11006 2395 11927 5333 2548 415 89 204 371 4600 2858 125 88 2558 738 3155 131 62 2440 512 272 6769 223 4191 45 579 81 2828 82 80 758 2961 3135 999
internal_value=0 -0.0069812 0.0140156 -0.0127344 -0.0167096 0.00416753 0.0166779 -0.000848314 -0.0451665 -0.0139486 -0.0296548 -0.0389142 0.000807841 -0.000502611 -0.0125761 -0.00254375 -0.0166134 0.0154487 0.0027605 -0.00212971 -0.00237882 0.0310665 -0.00426936 0.0168958 -0.0146025 0.0180942 -0.000672391 -0.0195912 0.0199653 0.0282702 0.0454912 0.0541903 0.0150071 0.00723623 -0.00668967
internal_weight=0 228.635 107.285 150.811 111.435 77.8244 97.8144 55.8253 2.01102 1.38331 26.9702 16.7988 53.8143 52.4847 84.4651 24.2377 60.2274 94.8004 16.3554 14.714 49.8584 2.66753 47.1909 21.9991 15.3632 78.445 7.11227 4.48397 71.3327 26.6665 8.37993 7.45888 44.6662 24.0335 43.9865
internal_count=75251 58958 16293 46366 35360 12592 13898 9821 664 575 12791 7458 9157 9032 22569 7487 15082 13483 2633 2502 8640 360 8280 2771 4929 10850 961 660 9889 3748 920 838 6141 3180 7768
shrinkage=0.1


Tree=49
num_leaves=36
num_cat=0
split_feature=2 1 9 2 9 11 3 11 13 11 3 13 9 9 1 9 11 1 9 15 9 15 14 14 9 3 15 14 2 3 11 14 2 14 14
split_gain=2.99169 1.49291 0.864309 0.940901 0.686767 0.667162 0.499868 0.542733 0.466619 0.42356 0.400006 0.368732 0.36242 0.358942 0.357189 0.413622 0.344702 0.342781 0.371284 0.736506 0.483706 0.431817 0.344361 0.336611 0.419523 0.399979 0.411316 0.377922 0.335229 0.414924 0.432844 0.331652 0.306268 0.304605 0.296473
threshold=0.00068124351673759531 0.056588672101497657 0.85617956675140727 0.15313711762428286 0.6818608616655969 0.0090992781133200345 -0.1086057085340144 -0.0041143503556066623 0.0094460832791623036 -0.0047166945714502886 0.822742119737086 -0.0089101563881759955 -0.16097878800601745 -0.12748097560824609 0.27773138880729681 -0.12748097560824609 -0.027965686345812611 0.0029893139144405727 -0.19421047379619683 0.1203459985244735 -0.42447059611136456 -0.13562095759717521 -0.23978927552925547 0.24967838737031736 0.85628955194357415 -0.057539155706763261 -0.13220491546637161 -0.30111240855059151 0.035900330170989043 -0.010102799162268637 -0.0047166945714502886 0.89347820898678265 0.0047822236083447942 -0.19536412478267995 -0.27865673025953203
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=9 2 3 17 6 10 7 -3 23 -1 11 -6 -5 -11 28 -16 -13 -2 19 20 21 -19 -20 24 25 26 27 -4 -8 30 -30 -25 33 -22 -28
right_child=1 4 8 12 5 -7 14 -9 -10 13 -12 16 -14 -15 15 -17 -18 18 22 -21 32 -23 -24 31 -26 -27 34 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=0.010433305313904821 0.014378660380050708 -0.024443036817790021 -0.070092805843076339 -0.0040808640205321853 0.062022493322364994 -0.029320402899440864 -0.032575932274015167 0.021457121119715514 -0.06165281112667579 0.011728655290264345 -0.04047619930150434 0.065826527326193221 -0.045653262504697589 0.033152341549985538 -0.017266487564665808 -0.040351593617877012 0.0064387821682503751 -0.0015334122414280115 0.028727293867262138 -0.058799877982354101 0.099325681472651181 0.04590832290716209 0.0042488398462014734 -0.03829235770769894 0.050816239096917751 -0.041160261398438452 0.044380194306714138 0.0046282619297995124 -0.029392120003170537 -0.015771307338220766 0.027858006051136398 0.011579776061602579 -0.031252812489369217 -0.0029382862748702724 -0.0023048393204707762
leaf_weight=40.400572946869943 41.322808986948075 4.3780337405405589 1.2235830773133787 3.7458009587571723 1.5796897614491197 5.2112163901037993 9.0852928990352648 6.2587998751769174 2.0881151830544686 12.114782755452323 1.3519612452655554 1.0588537829753502 4.7641375438979576 22.062921114811616 15.391650194338583 15.656203486043522 12.697058173245749 5.1538281484972686 6.5782896262317072 2.5630847103748229 0.32756209258514024 3.0563331970479375 45.482228957538609 6.3936568049830367 1.3572511072270561 2.7468460738891762 2.4708734126761565 1.5149653723929084 1.8373601626663001 33.817557696456788 4.6957145192573071 1.6847891043871639 5.7162788576679304 2.6287037945876364 3.0264011330436915
leaf_count=5053 5689 1145 161 1404 286 1137 2465 1937 337 1201 648 203 2028 2922 5130 7679 2377 899 1579 551 44 501 10723 911 217 493 349 220 441 12512 1198 237 1488 635 451
internal_value=0 -0.00538636 0.00137125 0.00470966 -0.0139871 0.00191396 -0.0178086 0.00256499 -0.0166271 0.0173648 0.0116679 0.0162648 -0.0273544 0.0255584 -0.0205012 -0.0289074 0.0110101 0.00712804 0.00293798 -0.00885226 -0.00126935 0.0161274 0.0073419 -0.0120225 -0.00163378 -0.00811562 0.00290557 -0.0287571 -0.0152217 -0.0113143 0.011757 -0.0278913 -0.0177385 0.00839284 0.0186788
internal_weight=0 256.865 143.846 121.339 113.019 21.8988 91.1206 10.6368 22.5065 74.5783 16.6876 15.3356 8.50994 34.1777 80.4838 31.0479 13.7559 112.829 71.5063 19.4458 16.8827 8.21016 52.0605 20.4184 12.3399 10.9827 8.23582 2.73855 49.4359 40.3506 6.53307 8.07845 8.67254 2.95627 5.49727
internal_count=75251 66075 28917 25541 37158 4651 32507 3082 3376 9176 3514 2866 3432 4123 29425 12809 2580 22109 16420 4118 3567 1400 12302 3039 1891 1674 1181 381 16616 14151 1639 1148 2167 679 800
shrinkage=0.1


Tree=50
num_leaves=36
num_cat=0
split_feature=3 3 10 10 9 9 9 9 0 11 10 5 0 5 9 13 10 3 10 6 10 5 13 3 6 10 13 5 3 5 6 5 0 11 9
split_gain=2.81302 1.13787 0.504979 0.589233 0.468139 1.22553 0.539557 0.994903 0.771805 0.539665 0.575876 0.462722 0.415083 0.468909 0.405214 0.391229 0.376778 0.370868 0.382429 0.321631 0.312775 0.351473 0.300662 0.301473 0.305171 0.299361 0.332289 0.330989 0.297024 0.295523 0.28894 0.286926 0.453498 0.32713 0.279421
threshold=-0.3742739883018657 0.18509006290696564 -0.45095191509853044 -0.4509362535116449 -0.42447059611136456 -0.42526974728621642 -0.19514887042460896 -0.1942085329469812 0.009662513621151449 0.020255043419067451 0.83107731635890747 0.085550237025629028 0.069550897926092162 0.2677725518834953 -0.17901259157274715 0.01039915586512122 -0.43919439490318796 -0.98284225605311792 -0.14558985907152763 -0.43079426194318859 0.0073852250980308122 0.10014324270242034 0.0055802875400262847 0.98946771609189466 0.50065987323657835 -0.21283247534115787 0.002500584241034528 0.21770920724294934 -0.093224124982953058 -0.046609420611345237 1.8778764934753009 -0.26860450886790022 0.03929486125707627 -0.0093134585165232636 0.85628955194357415
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=17 2 -2 28 5 -5 29 8 -8 14 -11 22 19 20 -9 -7 -16 18 -1 -13 -14 -22 23 -3 -25 -19 27 -27 -4 31 -28 33 -33 -6 -18
right_child=1 11 3 4 6 15 7 9 -10 10 -12 12 13 -15 16 -17 34 25 -20 -21 21 -23 -24 24 -26 26 30 -29 -30 -31 -32 32 -34 -35 -36
leaf_value=0.0011020918007099256 -0.051877099163722733 -0.019211513231875428 -0.012994873190715303 -0.03250493131062656 -0.041285315318738892 0.025592407409742668 0.0039620186307666909 -0.036494550307597205 0.048625077007541019 -0.042625974446549184 0.098596505391138359 -0.065951700036038119 0.034485288977688253 -0.027959851034725581 -0.051548711147654039 -0.043832610205536887 -0.0044401908892540932 0.040049307779921217 0.027629732304996608 -0.0092929026761649266 -0.015239995441084604 0.039949811137233143 -0.049979004663129552 -0.067432163308431783 0.033166656238215686 0.014604870587692857 -0.002526706065360115 -0.010571962818863112 0.036848149501787109 -0.0018229925762079536 -0.090856422772302242 -0.073384142540624489 -0.025205163524419996 0.025326219494868924 0.017123327517250087
leaf_weight=6.8700570718647205 2.0867762492707689 18.770796816657828 1.5283970958553252 5.307700929464775 1.2331807570299136 16.905364029575143 11.47950714803301 3.9444033578765803 5.8361508668749584 5.8252814421284702 0.30380880064330984 1.957939854415599 3.684880254462767 4.3631892515986683 1.6252285128575739 0.85264572617597778 89.618933406654833 3.0243117112840983 26.00587277088016 2.0518538085452773 4.8541623203491326 1.5137649285534278 5.475250456496723 2.3907955231770752 0.34507278867204139 46.504432019472006 15.880222467023486 5.8821551214205092 5.4907044646097338 5.7971211921030763 0.37917722598649639 2.5153855780372405 8.7493911749334057 1.8333217548206455 6.4411320119979782
leaf_count=733 638 8963 290 1115 318 2147 1385 1077 1511 1348 36 625 1259 1907 564 113 21489 805 3103 837 1463 575 2775 1203 260 7545 3013 1037 1074 1634 57 590 2163 562 1037
internal_value=0 -0.00659082 -0.00297485 -0.00239268 -0.00357683 0.00965714 -0.00567906 -0.00323366 0.0190155 -0.00680885 -0.0356258 -0.0207157 -0.00850004 -0.000584264 -0.00507095 0.022259 -0.00380211 0.0132923 0.0220863 -0.0369588 0.0112975 -0.00212044 -0.0290578 -0.0237316 -0.0547437 0.00925839 0.00790184 0.0117779 0.0259949 -0.0208744 -0.0045866 -0.0285809 -0.0359634 -0.00146132 -0.00299429
internal_weight=0 222.782 177.374 175.288 168.269 23.0657 145.203 125.074 17.3157 107.759 6.12909 45.4077 18.4258 14.416 101.63 17.758 97.6853 104.546 32.8759 4.00979 10.0528 6.36793 26.9819 21.5067 2.73587 71.6703 68.646 52.3866 7.0191 20.1284 16.2594 14.3313 11.2648 3.0665 96.0601
internal_count=75251 58958 39091 38453 37089 3375 33714 28447 2896 25551 1384 19867 6666 5204 24167 2260 23090 16293 3836 1462 3297 2038 13201 10426 1463 12457 11652 8582 1364 5267 3070 3633 2753 880 22526
shrinkage=0.1


Tree=51
num_leaves=36
num_cat=0
split_feature=3 4 3 1 8 4 3 15 15 9 11 14 9 14 8 14 11 8 14 14 14 15 4 4 4 15 4 15 15 15 3 15 3 8 14
split_gain=2.58383 0.887606 0.692589 0.619967 0.520277 0.505341 0.72848 0.427957 0.594309 0.377612 0.372359 0.363582 0.388334 0.334481 0.312791 0.336975 0.307388 0.283235 0.261078 0.627344 0.399713 0.490414 0.564721 0.478554 0.593528 0.720698 0.463905 0.456544 0.379459 0.364314 0.344112 0.318065 0.314302 0.358381 0.298908
threshold=-0.057539155706763261 0.0003736987709999085 -0.9360638263169675 0.016340757720172409 0.0070900360954567494 -5.6846103689167642e-05 0.68057023745495837 0.26268913563794799 -0.0091171629789894657 0.42622079570493049 -0.022351857653807695 0.64748696732418476 -0.18479146010532152 0.60329129580374707 -0.30976881512550775 0.60329129580374707 0.0046057520410275636 0.17483258504977614 -0.11367860479960472 -0.33014707506288204 0.13557660569548449 0.20190217545036035 -0.0027139782905578609 0.005394094157963992 -0.016849916428327557 -0.068242319428912554 -0.0078386664390563947 -0.09492575188847592 0.60530007896510207 0.37743165991051614 -0.99393316336272608 -0.022600769178057208 -0.99393316336272608 -0.12268587386358244 -0.097385766943717381
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 4 7 11 -2 10 8 17 -10 -7 13 -13 18 15 -4 -14 -3 19 31 23 -22 -23 24 29 -26 -27 -25 -24 -20 -21 -1 33 -29 -28
right_child=1 3 14 -5 -6 6 -8 -9 9 -11 -12 12 16 -15 -16 -17 -18 -19 20 30 21 22 28 27 25 26 34 32 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.04932291469777729 -0.010859082630454125 0.0013365536246535876 0.023499076580948294 -0.0075273314951513903 0.079324027202072628 0.034657656475351538 -0.053691364217624854 -0.028745333092758271 0.0469844533029765 -0.029396905547853059 -0.020371362757317123 -0.0074272583168797646 0.067427839296765393 -0.06122535782919563 0.0022262023259439719 -0.027513650133439555 0.0016659850634829993 0.048281218629420433 0.0053408899502860102 -0.022761745959757863 0.040591842960781804 0.03329452357516751 -0.06251690809150294 -0.025987048610018507 0.01056049269110651 -0.13894006282040816 0.031957759581477167 0.03006773764900729 0.019464180540642431 0.086496266625894394 0.064985514490523436 0.019733882020144342 0.04967439558985054 -0.043508398293236265 -0.052890846637799555
leaf_weight=1.017178762744152 74.496392667522741 14.885068283263545 12.597656454971 43.004960692691384 1.3690899231951323 1.3357111195218809 7.3775336080143452 2.3426348215143653 6.6748664239203199 0.71675076702376816 15.484400221954273 1.3127124764141624 3.5935610206324773 0.58693518736981687 91.548420465584059 1.4432644737535145 0.88604109722655255 1.4066644077684021 6.4593517421235385 0.50289627593883768 8.0328653254255169 2.6119084591337014 1.5911816195221029 1.6679444226974736 2.8009574394673056 0.56799715444139431 0.47767517913598023 2.2077724832124663 0.87510700371058181 0.60495269612874825 4.0154141262319163 1.9371751628787022 4.2497303432101026 0.94555021423729968 3.174052976668488
leaf_count=136 23674 2208 1884 13358 166 290 3302 474 984 91 4021 109 408 78 17773 173 126 210 882 112 914 255 214 327 387 89 77 274 133 58 593 259 628 123 461
internal_value=0 -0.00885328 0.00899459 -0.000154967 0.0185037 -0.0149373 -0.0274926 0.012027 0.01606 0.0395779 -0.0160014 0.0168422 0.0404039 0.0137633 0.00435772 0.0182555 0.0544205 0.00538986 0.0147696 0.0317898 0.0112627 0.0252145 0.000890027 0.00336306 -0.00817368 -0.0287652 -0.0548686 0.0212767 -0.0334278 0.0122906 0.0552191 -0.00404225 0.0319255 0.00800532 -0.041792
internal_weight=0 167.725 157.077 69.0309 51.4881 98.694 24.1976 26.026 23.6833 7.39162 16.8201 50.119 5.79231 44.3266 105.589 14.0409 4.4796 16.2917 43.7397 7.47266 36.267 13.1111 5.0782 23.156 14.085 7.02068 4.21973 9.071 2.46629 7.0643 4.51831 2.95435 7.40305 3.15332 3.65173
internal_count=75251 48612 26639 17325 6809 31287 7613 3967 3493 1075 4311 6643 643 6000 19830 2057 534 2418 5922 1100 4822 1516 602 3306 1954 1014 627 1352 347 940 705 395 1025 397 538
shrinkage=0.1


Tree=52
num_leaves=36
num_cat=0
split_feature=3 3 3 1 15 1 15 9 8 11 15 9 8 3 9 12 8 1 1 7 12 12 15 9 3 12 8 7 15 1 1 7 7 3 12
split_gain=2.6463 0.91802 0.676642 0.511078 0.482738 0.459622 0.443747 0.43536 0.875488 0.746885 0.424224 0.403081 0.359859 0.359 0.32783 0.412753 0.315632 0.309132 0.403197 0.304187 0.359651 0.354962 0.298686 0.293126 0.314648 0.469813 0.290144 0.269738 0.251539 0.250524 0.24723 0.28266 0.245344 0.24357 0.426663
threshold=-0.012530592270195482 -0.98284225605311792 0.89370945016344205 0.0024274536408483986 -1.0212234859322968 0.0074793146923184404 0.26970533970315075 0.6818608616655969 0.090637588891358714 0.008701438888963452 0.18533764184137402 0.11729737657577032 -0.16804307667477006 -0.46068583673331881 0.135400748831455 0.017222904857444595 -0.01954657121008823 0.24734453111886981 0.15451803058385852 -0.052563286575074843 -0.014963933985252991 -0.0026554352878336396 -0.45560809065316615 0.035576546794692 -0.83568798629130459 0.0015817333326434058 -0.46839066682477654 0.2464952302403226 1.0232806750901762 0.88418254256248485 0.10741145908832551 0.034659472055655685 -0.084660198324235089 -0.99581732322985761 0.0029710672464099345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 4 -3 27 10 30 9 16 19 -4 14 -12 15 -1 -9 18 -18 21 -21 -6 -22 32 -25 -26 -8 -2 -5 -10 31 -7 -23 -14 -35
right_child=2 3 11 28 6 7 26 8 29 -11 13 -13 33 -15 -16 -17 17 -19 -20 20 22 23 -24 24 25 -27 -28 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=0.010776464754868261 -0.0031806499614036201 -0.064774405576880231 -0.015466551907907909 -0.00086727693544708584 -0.018094753690135006 1.5583317415958068e-06 0.066165900994896887 0.046785340059082414 -0.032670724367529262 -0.028292938548745528 0.075929472985858698 -0.048657833763467565 0.019360715110561789 0.017478506767668111 -0.049728019758118441 0.072395287837682093 0.016969038321271092 0.039247465069972814 -0.059968893209404454 0.079278080691877584 0.041460323875969395 0.031202698622645349 0.013284978622722342 0.022766948870619461 0.021922580041763701 -0.047292374687215262 -0.0057237538872498247 0.022923629458516885 0.064027977940635125 0.052812075927408525 -0.02027796458184275 -0.017681294735306573 -0.032642792156600806 0.026775482036829248 0.071284683975218144
leaf_weight=13.97242564926273 10.564847854257097 0.82972349866758932 7.5984811226444418 93.447592450658703 5.1696980663327876 18.133330632397701 0.58380181979737145 5.0911032065050676 6.2475065823964533 2.9160697287879875 2.118464931845665 7.0569073500610102 6.8963533665155401 2.0849138026824212 0.8099514645145981 1.1787984522816266 2.0230160663777519 2.3633452078211121 1.0268865573452783 1.0135852361272544 4.6191878591198501 7.0814699073380325 20.287185297998811 2.9038438321731528 1.6107482136576425 2.5070363411941798 14.637543648896097 6.330142064834944 0.60112524178111826 0.36274564033374179 39.206760373555881 18.026214858371532 0.65779614106576811 5.4617468618798721 3.5558601024386007
leaf_count=1763 1795 123 4176 21602 816 5521 64 862 1456 552 260 3786 759 288 115 127 375 530 149 132 528 727 2560 419 291 442 2032 737 139 131 14988 5797 73 735 363
internal_value=0 0.00736817 -0.01124 0.00428355 0.0110216 -0.00860249 0.0119851 -0.0112949 0.00180894 0.0164814 0.0165318 -0.0314489 0.0228665 0.0469373 0.012257 0.0155705 0.028911 0.0121004 -0.00893557 0.0137444 0.0208867 0.00445566 0.0185104 0.0123535 -0.00244107 -0.0202177 -0.00296649 0.00659999 -0.00045249 -0.0279798 -0.0147776 -0.00881368 0.0257762 0.0335075 0.0443265
internal_weight=0 192.029 126.947 160.154 66.105 112.292 65.2753 95.397 20.0307 13.4204 50.0539 14.6554 31.8751 4.20338 15.9612 15.1512 10.5044 5.41325 3.0499 45.8506 25.92 19.9306 24.9064 14.7609 7.02163 4.11778 15.2213 16.895 94.0487 6.61025 75.3663 36.1595 7.73927 15.914 9.01761
internal_count=75213 34358 40855 30496 8755 32893 8632 30361 4055 2468 6536 7962 3862 548 2005 1890 1916 1054 524 5988 3220 2768 3088 1952 1152 733 2096 2532 21741 1587 26306 11318 800 1857 1098
shrinkage=0.1


Tree=53
num_leaves=36
num_cat=0
split_feature=2 3 3 6 10 6 6 6 6 8 2 11 6 14 6 10 10 10 14 10 10 6 10 2 6 10 11 2 14 3 0 8 3 14 6
split_gain=2.54869 1.22773 0.485893 0.345537 0.338141 0.339189 0.51649 0.314082 0.447538 0.362025 0.354594 0.33703 0.309211 0.317552 0.306899 0.268112 0.577318 0.446333 0.436538 0.397325 0.372539 0.609778 0.392938 0.340937 0.337054 0.33258 0.34104 0.320515 0.300232 0.272949 0.258144 0.249011 0.475763 0.382348 0.813832
threshold=0.00045842614781577146 0.012614503502845766 0.90443554951343696 -1.0685417468898235 -0.063758888514185152 -1.3167931069492644 -1.0685417468898235 0.39991219072357481 0.45847230993514348 -0.06106228305209109 0.00021918975107837471 0.0079882900232338457 0.57826053130674693 -1.0371392209453913 -1.5661380076391256 -0.19654991179956058 0.011232844138363661 -0.18521690974028235 0.28570214879918304 0.027115581306105963 0.011229365765181449 -0.56815492664712008 0.0064450579003095193 0.0041292139794677505 -0.36175246179048731 -0.45095191509853044 0.0083500100452628141 0.0012567906524054708 0.033305087702593675 -0.98284225605311792 0.95375770330429088 -0.090452136783720785 -0.9360638263169675 0.2084242201383108 0.10563259259639747
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 3 -3 5 -1 -7 9 -9 -6 11 -10 30 -14 -4 25 17 -17 19 -18 22 -22 29 -20 -23 28 -27 -28 -2 -19 -5 33 -33 -26 -35
right_child=1 2 14 12 7 6 -8 8 10 -11 -12 -13 13 -15 -16 16 18 20 23 -21 21 24 -24 -25 31 26 27 -29 -30 -31 -32 32 -34 34 -36
leaf_value=-0.055023948162501141 0.013029962968647746 -0.049037517231230808 0.11874795442654831 -0.0070912866403167844 0.025785101395897403 0.081343808410421103 0.010012325032823566 -0.074982711988975229 0.017408686119271755 0.058651775703419229 -0.019482333382051478 0.075697696945987852 0.10776504656896674 -0.025303404140357918 -0.03212412358443064 -0.052174423809462037 0.036979525361332595 0.028578638148305587 0.076538554693461228 -0.00033079997156713371 -0.081679177222936619 0.039066906508011694 0.048085633101397803 0.019113450189252836 0.01683961246920682 0.0040228304743692113 -0.031460690357920089 0.03073660864745454 -0.098464627646048297 -0.0048849148053736339 0.08049030300343106 0.069796602908529765 -0.030702658166757487 -0.09133386288488346 0.0037331362513900596
leaf_weight=0.76506714374408957 0.42988571370369655 2.2527170446264781 0.13616926532995322 68.467065909386292 16.408037604353016 1.0494906767853525 30.956854528816621 0.56940380683954472 6.5511869379897671 4.2116580314759657 2.1744465514057083 1.1689654123911166 0.18186865712050249 12.869964119556242 13.678270786092979 2.20157549122814 3.0789735928992732 2.6301390592780072 1.216408349442643 39.10194129564843 1.3537870012223745 1.1986272216308886 1.6086050001758838 6.8900323876441689 4.5854137239512109 30.490190539374453 0.90995307470438902 9.258686234468767 0.55118414718890563 33.271823257455253 0.33820141892647271 0.49426297214813963 10.028657305520017 1.2842517904937265 3.0133848015684634
leaf_count=98 128 669 83 21136 2276 110 3425 98 946 537 396 115 46 4691 7586 590 554 526 116 7122 195 172 301 1107 644 6195 90 1706 131 10902 123 62 1753 165 419
internal_value=0 -0.00450562 -0.0132557 -0.0104009 0.0178655 0.0107784 0.0123513 0.0253374 0.0112268 0.0324983 0.0161878 0.0262347 -0.00933764 -0.0234492 -0.030637 0.00107287 -0.0014751 -0.00795951 0.00647715 0.00239265 -0.00632265 -0.0166673 -0.000266949 0.0277304 -0.0123959 0.00792363 0.00931187 0.0251708 -0.0496099 -0.00243341 -0.00666079 -0.0155745 -0.0259822 -0.00324547 -0.0246755
internal_weight=0 251.522 97.9243 84.1098 63.8551 32.7714 32.0063 31.0837 10.464 20.6197 9.8946 7.72015 81.8571 13.0518 13.8144 153.598 111.958 61.6705 50.2874 42.1809 59.469 21.9584 37.5106 8.10644 20.6046 41.6399 40.6588 10.1686 0.98107 35.902 68.8053 19.406 10.5229 8.88305 4.29764
internal_count=75213 67212 34334 26665 8001 3633 3535 4368 1555 2813 1457 1061 25996 4737 7669 32878 24628 15729 8899 7676 15139 3410 11729 1223 3215 8250 7991 1796 259 11428 21259 3043 1815 1228 584
shrinkage=0.1


Tree=54
num_leaves=36
num_cat=0
split_feature=2 1 2 15 4 14 2 8 14 15 8 11 2 13 8 2 15 2 1 2 1 4 15 11 4 13 11 14 14 11 2 11 8 13 11
split_gain=2.29766 1.07966 0.732641 0.365402 0.397912 0.409356 0.35877 0.422153 0.316355 0.298564 0.50413 0.460308 0.446611 0.407979 0.360761 0.283797 0.359113 0.298054 0.289848 0.275511 0.311231 0.310068 0.273791 0.301383 0.272627 0.312523 0.261672 0.259808 0.256162 0.266355 0.25377 0.244634 0.236689 0.249345 0.230062
threshold=0.00082228356041014205 0.090858247131109252 0.1581552252173424 0.27637270003090436 0.54420686885714542 0.17298519875270729 0.98036494851112377 0.26786623106046087 -0.025462330378240142 -0.0018742900641956336 -0.21077227698785719 -0.0003561388198367724 0.038448493927717216 0.010061487160340854 0.24268987639321835 0.14303337782621386 0.86014915001845649 0.1581552252173424 0.31410332024097448 0.16333683580160144 0.0057883609551936397 0.057816371321678169 -0.056356508308147202 0.00073563447242443354 0.044116850011050708 0.0009502371240292086 -0.0099415592306676109 -0.9528439631322293 -0.51311950631711201 -0.010178564386584753 0.025607849471271042 0.0024875252749507904 -0.17771166962669638 -0.0027584329844942842 0.00035657238948214536
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=26 2 3 4 9 -6 7 15 -5 12 11 -11 13 -2 22 -3 17 -17 -18 20 -4 -21 28 24 -24 -26 -1 -12 -14 -30 -15 -16 33 -28 -19
right_child=1 6 19 8 5 -7 -8 -9 -10 10 27 -13 14 30 31 16 18 34 -20 21 -22 -23 23 -25 25 -27 32 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=0.0069135779930258991 -0.0032127941469543338 -0.015110821320226423 -0.15200655798055657 0.0061105896393928195 0.066379844350624884 -0.026967428508612053 -0.037868665027367215 -0.036788640496460794 -0.018578351310791365 0.01524816106788676 0.078189315228842315 0.07166855971509363 -0.01299795759591434 -0.023037397503406484 0.10367041855796258 0.038906559755390265 -0.079913518721880031 0.0064002227501845409 0.042333188230255892 -0.024159873533189088 -0.017800596516366413 0.035702362323377285 -0.010172635145815194 0.011012489097575741 -0.10125414080273232 0.0015339764568507929 0.023699059360301561 0.0046630411446567108 -0.0067917858513442918 0.022598575961574378 -0.085283531048421179 0.015760644488509206 0.02510718196654077 0.00048134164655679306 -0.012045940514615432
leaf_weight=23.731635735744931 45.797068302537809 42.689769743192301 0.34272641222923894 8.223655887544739 1.9238576924399233 0.6215619625581893 5.7619271539006141 6.331916908027778 14.069356031825007 3.6506088208552683 0.48871173091174824 2.394504226249409 3.3098368436330956 2.5820769864076278 0.6616594559745852 1.8268645331409121 0.97594423379632533 13.516302026207997 0.24205787666141987 10.845467786387413 0.34851414221338928 0.9402874755542151 2.94390595785808 4.0992390308674658 0.84278065212129127 0.45576084638014436 8.3479155665409071 28.888742772647674 3.8046887784148629 16.268661437228726 0.87755934653978318 0.60690644626447465 30.624052356993161 10.373354794730401 13.529094141287713
leaf_count=3106 9116 12218 37 1839 281 72 3402 2784 3106 673 84 351 589 596 130 520 218 5257 103 4772 129 337 707 870 117 89 1043 6552 633 3517 164 135 4127 1494 6045
internal_value=0 -0.00471126 0.000253539 0.0022879 0.00446842 0.0435855 -0.0137775 -0.0120228 -0.00947086 0.00362226 0.0112978 0.0375966 0.000316643 -0.00571419 0.00932022 -0.0098682 -0.00243037 -0.000186556 -0.055619 -0.0229827 -0.0843417 -0.019384 0.00722923 -0.0083245 -0.0270087 -0.0651777 0.0155423 0.0058862 0.0127778 0.0170279 -0.0388265 0.0616127 0.0196921 0.0108342 -0.00282722
internal_weight=0 239.862 154.988 142.511 120.218 2.54542 84.8739 79.1119 22.293 117.673 35.4226 6.04511 82.2501 49.2567 32.9934 72.78 30.0903 28.8723 1.218 12.477 0.691241 11.7858 31.7249 8.34169 4.24245 1.29854 73.077 29.3775 23.3832 20.0734 3.45964 1.26857 49.3453 18.7213 27.0454
internal_count=75213 65443 34896 29621 24676 353 30547 27145 4945 24323 7660 1024 16663 9876 6787 24361 12143 11822 321 5275 166 5109 6522 1783 913 206 9770 6636 4739 4150 760 265 6664 2537 11302
shrinkage=0.1


Tree=55
num_leaves=36
num_cat=0
split_feature=3 3 3 2 1 3 5 3 2 2 10 10 2 10 13 14 2 3 2 5 13 5 5 5 14 2 10 2 3 5 5 10 12 5 10
split_gain=2.28958 0.680888 0.612882 0.365886 0.637296 0.448763 0.696175 0.398032 0.4306 0.496907 0.400826 0.390228 0.368345 0.399403 0.363191 0.362628 0.419615 0.356772 0.345608 0.337571 0.332615 0.403299 0.323088 0.409283 0.29894 0.293143 0.292572 0.288221 0.28587 0.27869 0.36551 0.272732 0.270908 0.376213 0.268647
threshold=-0.057539155706763261 0.37579783319961285 -0.98284225605311792 0.035900330170989043 0.096229873597621932 0.023598127067089084 0.09478381515654298 0.050884487107396133 0.10559515655040742 0.15313711762428286 -0.45095191509853044 0.023740586725814274 0.14303337782621386 -0.059316937174562184 0.0040803688069431703 -0.62319712901563462 0.22519568353891375 -0.038230566889978938 0.027483932673931125 0.29024618359550364 0.0035730556108204709 0.2349798412607835 -0.07683836389876296 -0.069378004851322533 -0.62319712901563462 0.00041669244819786405 0.69288819253036216 0.031815011054277427 0.72229499404784303 0.099468669157112929 0.26926703965470783 0.34969214009669297 -0.0002415485249289035 0.29191544671220454 -0.28370353228377926
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 5 7 6 25 10 -9 19 -5 -11 17 -14 32 16 -15 -6 20 31 21 -4 34 -24 28 -2 -17 -7 -3 -26 -31 -10 33 -8 -20
right_child=1 24 18 4 12 27 14 8 9 11 -12 -13 13 15 -16 26 -18 -19 22 -21 -22 -23 23 -25 29 -27 -28 -29 -30 30 -32 -33 -34 -35 -36
leaf_value=0.021576332974636875 0.019681514248758282 0.098169697553349783 0.014023689462257334 -0.07533558996974915 0.035401349747794193 -0.092969964962945406 0.014234083583804817 -0.031563641955133753 0.0033003601608296409 0.0059154783051308009 0.012702944324646108 -0.056763662197769793 -0.016410633037234345 0.026118930592807656 -0.029809639690220664 0.030842865147619386 -0.10102969232922963 -0.020540494623748396 0.091602952110122371 0.11958989007975099 -0.0029178557668673483 -0.0091438879538619424 -0.12164115253484212 -0.012982179323176963 -0.028948865880729913 -0.022215342632790718 -0.037038374673004387 0.021640561184214188 -0.01716867165434836 0.013244708033704415 -0.028260239496644982 0.065581372299396631 0.039436500204777451 -0.075088363034244543 0.0048630268151567202
leaf_weight=30.828358072189985 1.7885845126875235 0.40279850894876545 67.032112153667185 0.52465555103117267 1.1950768757378707 1.0800399328873016 3.7611221272964022 5.1031547484599269 2.3670019255368979 2.6083232456512633 36.110862193861976 1.6041655449953394 6.722460700388182 0.50765243440400787 1.7526741430992832 6.5639850537700095 0.53109320648945868 24.751621860781597 0.37107023711723641 0.3943495345301925 20.568683164681715 8.4625121584831486 0.35678670914785549 12.201907295842826 22.079031629581554 25.188738945958903 0.70293614256661374 0.27536299008352205 0.46064720052527264 4.219114653671566 4.2682652615185361 1.0002284616784889 3.8977491487603393 0.53912375171785232 9.4580039349384624
leaf_count=3862 317 209 11790 147 287 230 706 1213 775 1220 7273 400 2782 101 458 1584 92 7302 82 100 4128 1584 95 3138 11917 5932 168 100 232 1951 1963 189 812 88 1986
internal_value=0 -0.00819151 0.00901653 -0.00497518 -0.00151453 -0.013173 -0.0110987 0.00609612 -0.00888066 0.00563573 0.0114421 -0.0179535 -0.0107481 0.00171011 0.0115089 0.0163767 -0.03889 -0.0179639 0.00574768 0.0320526 0.00835533 0.0114267 -0.00544144 -0.0160691 -0.0213895 -0.0194376 0.0242766 -0.0696857 0.0366368 -0.0230287 -0.00762794 0.0218008 0.0203425 0.00303569 0.00813766
internal_weight=0 160.401 149.279 128.971 90.6876 38.2834 36.928 49.7127 13.0772 7.97407 36.6355 4.21249 40.9748 15.0281 9.95067 8.30567 1.03875 25.9467 118.451 3.76158 96.0633 75.4946 22.3878 12.5587 31.4299 26.9773 7.26692 1.3554 0.863446 30.5664 8.48738 3.36723 8.198 4.30025 9.82907
internal_count=75213 48548 26665 32276 23633 8643 8313 11317 3897 2684 7420 1620 12316 4727 2064 1945 193 7589 22803 1064 17502 13374 5301 3233 16272 6249 1752 330 441 15831 3914 964 1606 794 2068
shrinkage=0.1


Tree=56
num_leaves=36
num_cat=0
split_feature=2 1 6 8 9 9 9 2 5 8 9 13 2 2 11 2 9 9 11 2 5 9 9 6 5 1 6 8 8 13 13 6 8 9 9
split_gain=1.90453 0.756805 0.6385 0.580857 0.542857 0.387736 0.39825 0.386963 0.367219 0.359525 0.339402 0.332811 0.314344 0.31144 0.359458 0.300011 0.444305 0.584192 0.48583 0.360569 0.377087 0.345216 0.645592 0.484624 0.36078 0.311585 0.330366 0.312699 0.288161 0.361722 0.276034 0.276851 0.254749 0.254181 0.296044
threshold=0.00082228356041014205 0.0057883609551936397 -0.30519758853100692 0.10017356951626248 0.85628955194357415 -0.42447059611136456 -0.42526974728621642 0.93947085738182079 0.5030478177502512 -0.3326285143964095 -0.11555757953487858 -0.0039945712268945758 0.096641510725021376 0.00019559832435334104 0.0079882900232338457 0.0082812826149165648 0.85617956675140727 0.82499998949484044 0.0081712737169315659 0.02688554581254721 0.10014324270242034 -0.19421047379619683 -0.19319793926780823 -0.78897513938094199 -0.10928457849172868 0.1423263102769852 -0.83120496775366692 0.073950406840215713 -0.43328423160256452 0.00024544119355195923 0.0021783972637893314 -0.99323335765440668 -0.0095941250819780739 -0.15521615816717835 0.14621766841796321
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 4 7 6 -5 15 30 -4 11 -1 -11 14 32 -3 17 18 25 -19 -21 24 -23 -24 -20 27 -27 -17 29 -13 31 -7 -12 -14 -35
right_child=1 3 9 5 -6 8 -8 -9 -10 12 13 28 33 -15 -16 16 -18 19 21 20 -22 22 23 -25 -26 26 -28 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=0.017547758180321411 0.016950519978836853 0.0071168434658681213 0.026068830867647809 -0.02165769334363471 0.024629409364704043 -0.05239422774911702 0.070193391760656407 -0.040572822375407852 0.10478698611300948 -0.0049990383177851384 0.021194950954745041 -0.010477199846777353 0.028220231687042626 0.0084170259190426214 0.067413488356462714 -0.0090343868727931122 -0.031607431332469224 0.081588445696125139 0.011087467479037778 -0.00071156250380723833 0.05257315007005342 0.056069702971446381 0.08383612861922761 -0.0053113081593510912 -0.032198134363927711 -0.058675960867987577 -0.017147292214550434 0.02174980684544052 -0.0064120751822572715 0.076840087342276028 -0.029759566534989759 -0.010537154636816114 0.067187580607679986 -0.10077779747522253 -0.0038220833058488571
leaf_weight=16.155671618147608 26.710850479885266 18.077798442383937 3.5511263098233021 0.89405838472885069 6.2110283649672047 1.6948411982957647 1.0000739309471089 3.0959759686693351 0.23679376271320407 26.991636017839486 21.320163575091104 0.9164907651720593 0.34409453791886324 13.221252163133611 2.0614908113057018 46.56307041898981 6.7715844376943997 0.88103933166712423 4.1389495859039016 4.9523133090697229 1.8148189511266535 3.2266209741937937 0.6692673716752332 6.862834853574892 3.600691675324927 2.132285267958653 18.848141890593979 3.5513322606857392 16.411530648181724 0.98360851741745137 17.417505233541306 23.358625998924254 1.2764046694283049 0.92314797399012494 0.4779896156542236
leaf_count=1781 3417 4727 503 241 1146 519 205 1809 63 5123 2851 80 84 2522 234 13035 1338 146 1022 907 326 872 154 2521 969 524 7080 1089 2048 109 7589 9669 177 199 95
internal_value=0 -0.00428862 0.0055129 -0.0075743 -0.00422726 -0.0174347 0.0268383 -0.00565896 -0.0193983 -0.00394908 0.0142665 0.0070862 -0.00765851 0.0208001 0.0274397 -0.00477361 -0.00684021 -0.0051155 -0.00738011 0.0214129 0.0135784 0.00705623 0.0186429 0.00260992 -0.00905017 -0.0111363 -0.0213679 -0.00685288 -0.00214365 0.0347236 -0.0200907 -0.0133687 0.0237929 -0.0487897 -0.0677019
internal_weight=0 234.998 58.9988 176 131.398 44.6019 1.89413 125.187 42.7078 32.288 72.3466 34.4673 28.7369 37.8793 24.6581 122.091 104.013 97.2414 89.5932 7.64817 6.76713 18.4984 10.7587 7.5321 7.73964 71.0948 20.9804 50.1144 18.3116 1.9001 42.471 25.0535 22.5966 1.74523 1.40114
internal_count=75174 65372 9421 55951 37665 18286 446 36519 17840 6004 9802 4018 5501 5784 3262 34710 29983 28645 27266 1379 1233 5538 3547 2675 1991 21728 7604 14124 2237 189 17777 10188 3028 378 294
shrinkage=0.1


Tree=57
num_leaves=36
num_cat=0
split_feature=1 8 13 4 6 8 8 13 6 14 6 14 10 10 1 1 1 13 13 10 10 10 8 14 10 4 10 6 10 14 10 6 6 13 14
split_gain=1.64189 0.647953 0.433136 0.426633 0.408312 0.38465 0.484065 0.384206 0.373656 0.450364 0.443841 0.358661 0.327911 0.321836 0.377696 0.298932 0.264865 0.28159 0.258403 0.249914 0.691432 0.653958 0.372946 0.318156 0.461391 0.295004 0.284584 0.250806 0.24357 0.293111 0.273359 0.24271 0.657511 0.263684 0.240355
threshold=0.004381362348794938 0.14179453926098037 -0.010055865331214279 0.014542168006300928 -0.29918080104591344 -0.30976881512550775 0.041653249430544638 0.0021783972637893314 -0.59394546640488477 0.58780196637442239 -0.57600059680029159 -0.24913695026027347 -0.27738658404790917 0.66009087251892307 0.11416576057672502 2.2604844161833174e-05 0.66965007781982433 0.0025696464656210249 -0.033947437596203202 0.17447350742498088 0.68556091571553113 0.68616721963547589 -0.20214943480478106 0.15193310157999926 1.1523427693880786 -0.021000027656555172 -0.45280551053168883 -0.91312264637042395 0.82244825317896419 0.22055505472868789 0.34969214009669297 -0.78897513938094199 -0.84107505992223497 0.0021783972637893314 0.39533251284161991
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 16 5 -5 28 -3 9 12 -10 -2 -1 14 -8 -11 19 -18 -12 25 22 27 -21 24 -23 26 -4 -22 30 -30 31 32 -7 -33 -20
right_child=1 7 3 4 -6 6 13 -9 10 15 18 -13 -14 -15 -16 -17 17 -19 34 20 21 23 -24 -25 -26 -27 -28 -29 29 -31 -32 33 -34 -35 -36
leaf_value=0.088413319767893878 0.049416592051257077 -0.0088037092909928425 -0.097572088148256533 0.065289431339416212 -0.0055521462689538323 0.00095044864411316678 0.082723235591203148 -0.031073317901103448 -0.046914581417969115 0.042916573703743875 0.079355886756669422 0.006721527321714528 0.024493378539635777 -0.0030944923717545797 -0.0019488265111994082 -0.029566744167887495 -0.014577539836015702 -0.060788964191711752 0.004603098480506833 -0.10247158034975307 0.099805200567834429 -0.01062587243090175 -0.029183754967494004 -0.042435303906112852 0.07705046427475222 -0.0068301721913459554 0.010010750314764293 0.027319021883346326 0.0019749701802694165 0.088437459340679647 -0.023826026827571289 -0.016177415092787622 0.12783104053165562 0.025606251688336131 0.017409571631193149
leaf_weight=0.83889396009909134 2.3022260497491507 17.920085620473404 0.24980175559176032 1.3997981216743962 20.036390024670254 1.371180369184003 2.0278678823888185 13.64681717472922 1.4986405499803357 0.73688342026434783 0.50435001689038372 13.53535822374033 18.53566808987307 1.1104204365692565 0.71171578478242725 2.497092295991024 4.9868891460046134 1.7926112014829412 63.493055430346431 0.74805458889750198 0.60547183384187553 4.6809165478407522 9.672952250442906 2.5232090994250029 0.68849431566195551 66.700681874553993 15.665049153582002 2.2556010879343358 0.91360967067885102 0.68684693053364754 4.0257667833066071 4.2662966185816922 0.58168967634264923 2.3380171447206521 19.053032734052977
leaf_count=64 535 7547 62 213 5780 328 414 6158 169 56 70 3495 2184 260 247 288 2026 730 9438 130 126 1050 2295 577 205 20429 4451 479 188 94 788 1073 102 599 2524
internal_value=0 -0.00529929 -0.00280025 -0.00446045 0.00446461 0.0147923 0.0108726 -0.0184312 0.0100753 0.0214947 0.00702178 0.0129279 0.027261 0.0423191 0.0607263 -0.0130509 -0.0076464 -0.0267966 0.00799506 -0.00639552 -0.0160881 0.00170052 -0.0344446 -0.0131469 0.000616453 -0.00391127 0.00832211 0.0426588 0.00233659 0.0390809 -0.00233702 0.00777259 0.0387436 -0.00138543 0.00755905
internal_weight=0 197.444 165.877 150.039 39.4696 19.4332 18.0334 31.5669 107.158 22.6085 84.5491 15.8376 19.3746 3.85 2.73958 3.23398 110.57 6.7795 83.0504 103.79 21.1747 10.7537 10.421 7.89262 5.36941 82.6155 15.9149 2.86107 14.1834 1.60046 12.583 8.55718 1.95287 6.60431 82.5461
internal_count=75174 60381 46676 42646 10086 4306 4093 13705 14793 2592 12201 4030 2248 921 661 344 32560 2756 12032 29804 4862 2437 2425 1832 1255 24942 4513 605 3172 282 2890 2102 430 1672 11962
shrinkage=0.1


Tree=58
num_leaves=36
num_cat=0
split_feature=3 3 9 3 14 14 10 14 9 3 15 14 9 10 8 9 9 8 8 5 14 8 5 14 10 8 5 8 10 14 15 15 9 15 5
split_gain=1.88469 0.560678 0.347813 0.327815 0.410566 0.537006 0.362814 0.330514 0.320973 0.301938 0.300392 0.29398 0.293861 0.693673 0.651651 0.590741 0.894051 0.645205 0.615871 0.596708 0.561798 0.415053 0.419977 0.420504 0.361554 0.338115 0.296095 0.292464 0.343546 0.287941 0.285585 0.378957 0.337391 0.284622 0.360842
threshold=-0.098204115638509379 0.68057023745495837 -0.13337693459316638 -0.76853336839121755 0.64748696732418476 0.6161992916294331 0.012409053326590048 0.57251006230170776 -0.18479146010532152 -0.88457808474777255 -0.53314858843877033 -0.56829195073727445 -0.42447059611136456 0.68616721963547589 0.12793013552089363 -0.19632304995108765 -0.1942085329469812 -0.10454768561755799 -0.29967241368728703 0.29024618359550364 -0.12002507059192925 0.30046144915875528 0.09478381515654298 -0.23978927552925547 0.55613264659122341 0.041653249430544638 0.060029856423611687 -0.46839066682477654 -0.21283247534115787 0.80931990112582486 0.057377102228150477 0.58677304643752137 0.46235460114713245 -0.66823820815534474 0.14762608675009908
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 -3 4 5 27 7 11 -6 -10 -8 30 13 14 -2 17 25 -14 20 -19 -18 22 -20 -24 -23 -17 -22 28 -1 -11 -5 32 -32 -25 -35
right_child=1 2 -4 6 8 -7 10 -9 9 29 -12 -13 15 -15 -16 16 18 19 21 -21 26 24 23 33 -26 -27 -28 -29 -30 -31 31 -33 -34 34 -36
leaf_value=0.12185961017589696 0.0071816095308025341 -0.0075625629271071698 -0.033448754581678772 -0.052053623354651982 0.0015599586967487615 -0.077367567703764725 -0.07399566207945836 -0.018962523364490814 0.057612218750923753 -0.041914244389309435 0.023432002064111675 0.0064459241525034044 -0.070281013018253582 -0.040566622792435045 0.067676071011195202 0.014359160169848593 -0.02937858966411859 -0.019217507496474575 -0.011211511730014251 0.069354679306053768 -0.011558186916733416 -0.026665693069636249 0.031442599857603136 -0.061989632433987522 -0.11188020544458183 0.056389105817225775 0.083765541847139219 0.01021198525345119 0.027794252931649534 0.051138890851652852 -0.021130563243077549 -0.05545098848013337 0.08076006724529769 0.014523937351367009 -0.0086297088333724039
leaf_weight=0.42993154763826158 14.796758661948848 9.3521077965197055 11.664294311130105 1.7709482169011601 2.1637708958733128 0.67679744784254481 0.3262101038126265 7.4947874675272024 4.9414053655127645 0.67480115126818219 10.592141103381435 38.460835175839748 2.4217904135730377 2.6519361479440695 2.0242763583082697 7.4134898513439094 0.86955688960006261 17.227786668572666 61.18652341717825 0.79575121290690631 0.40087446162942741 2.8562465503782728 4.4133998125762437 0.76150067755952733 0.60302530010085309 2.5801753000705503 1.7413393882452508 54.627806707553646 4.0060329959815126 0.65562744875205681 0.59151256841141753 0.71942305052652944 0.7212530275573954 10.691990501611146 18.16904297338624
leaf_count=50 2236 4530 7566 279 206 97 69 1447 679 105 1826 8433 572 601 306 1460 144 5283 18861 126 122 1171 891 98 114 675 218 8902 573 100 157 102 113 2074 4988
internal_value=0 -0.00662273 -0.0219296 0.00935996 0.0141184 0.0112023 0.00401346 0.000391247 0.0347699 0.0462272 0.0205211 0.00382331 -0.0045008 0.00696758 0.0144616 -0.00619095 -0.00333014 -0.0218188 -0.0061349 -0.015307 0.0384108 -0.00749444 -0.00625833 0.00264602 -0.0415204 0.0252105 0.0659275 0.0122172 0.036911 0.0039418 -0.022699 0.00288198 0.0348497 -0.00164432 -5.2103e-05
internal_weight=0 172.622 21.0164 128.853 68.1762 59.7406 60.6771 49.7588 8.4356 6.27183 10.9184 42.264 151.605 19.473 16.821 132.132 111.687 20.4453 101.693 18.0235 3.01177 98.6817 95.2225 34.0359 3.45927 9.99367 2.14221 59.0638 4.43596 1.33043 3.80314 2.03219 1.31277 29.6225 28.861
internal_count=75174 52036 12096 23138 10712 9622 12426 10531 1090 884 1895 9084 39940 3143 2542 36797 30816 5981 28681 5409 484 28197 26912 8051 1285 2135 340 9525 623 205 651 372 270 7160 7062
shrinkage=0.1


Tree=59
num_leaves=36
num_cat=0
split_feature=2 4 4 13 4 10 4 15 14 4 4 4 10 15 7 14 12 15 4 7 7 14 12 7 2 2 4 4 12 15 15 4 10 12 14
split_gain=1.57628 0.644219 0.938529 0.848772 0.413461 0.3822 0.40869 0.365846 0.459958 0.426094 0.330716 0.298296 0.315812 0.416231 0.328617 0.300711 0.294779 0.35569 0.295684 0.293377 0.291497 0.287214 0.285665 0.276016 0.274327 0.269405 0.285036 0.312575 0.268804 0.260403 0.334944 0.307745 0.256428 0.309736 0.366306
threshold=0.00068124351673759531 0.0007696851680520923 -5.6846103689167642e-05 -0.0029057431496640209 0.0010817800648510458 -0.063758888514185152 0.31857522577047354 -0.068242319428912554 0.6161992916294331 0.19686265289783481 -0.30705522000789637 0.64109017699956905 -0.19654991179956058 0.95534850677338701 -0.115560217278688 -0.013286786917658099 -0.00082643406462267301 0.78500474010588284 0.031130446121096614 0.034659472055655685 0.65748428493408284 -0.1727156700309869 -0.0062333292561601522 0.59185559678572075 0.0015954473055899145 0.00015154667926253754 -0.03174848482012748 -0.027743488550186154 0.0018467838752266538 0.64440382759756154 0.34299460367878265 -0.03174848482012748 1.0000000180025095e-35 -0.017895137846529966 0.65956299800680529
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 22 23 21 6 7 8 -1 16 -7 12 14 -14 -6 -13 18 29 -9 -5 24 -3 -2 -4 -16 32 -27 -28 -8 30 31 -18 33 -12 -35
right_child=1 4 3 19 11 10 28 9 -10 -11 25 15 13 -15 20 -17 17 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=0.027569444181373328 -0.014160387985939969 0.09837627639551294 0.0080328460922135924 -0.044561650723039858 0.024240787538360554 -0.043819754653677941 -0.0071977054168875778 -0.028751695831873737 -0.04646017959347 0.074636449487821846 0.080716063062909585 0.066747481943234863 -0.0024463365086858121 -0.095324746403320157 -0.050969634696013677 -0.012141815390936027 -0.025248813282028916 -0.06500024609397681 0.036238352943564062 -0.02075698497805362 0.059339070362517621 0.020831667349719203 -0.00094533754554070059 -0.057775281706589826 0.0018999712638356507 -0.024245031882231208 0.11788696502351255 0.01468021778738046 -0.10572553065493993 0.059153200410626085 -0.037481485558572024 0.018566504826690502 0.053059188312751186 0.013708129953377422 0.053542499505661749
leaf_weight=11.416771710086319 20.688292448263383 0.6897971556609267 7.8453270504905976 12.41025357367471 9.7935150645716949 0.75873057328135374 0.59258589796445338 5.4141554039524662 0.90587477874942202 0.74985883632325467 0.92379960394465044 1.3509901680372425 70.055933127656317 0.48585419873415858 1.0449744977522701 0.75221831453381938 1.9232071410078759 0.68082690591109063 0.80401900695869688 8.8831270993650815 0.83063860922993527 1.5529866901051708 78.142115050099164 0.69370021461509157 16.137200916204165 1.9222001121488563 0.30272927207988587 9.5767896495599398 0.51976998869940871 0.96460299508180547 1.6049498695356295 9.6286063851803192 3.8952784833472824 12.458836803518354 2.8335056134164907
leaf_count=1365 6340 164 2276 4106 1997 124 93 770 77 97 104 146 18220 128 161 103 192 59 125 3155 114 607 24386 141 3915 370 45 1843 84 81 143 1077 487 1749 330
internal_value=0 -0.00368972 -0.00840407 -0.0239493 0.00221676 0.0136411 0.00641229 0.00835847 0.0221273 0.000564871 0.0214304 0.00126865 0.00047175 -0.00308603 0.00949748 0.0385325 -0.00207748 0.00559785 -0.0203484 -0.0346309 0.00148159 0.0446815 -0.00371166 0.00268667 -0.00131542 0.0229817 0.0109877 0.0178427 -0.0532368 0.00900156 0.00532463 0.0112719 0.0300201 0.0244858 0.021089
internal_weight=0 231.357 128.663 29.8324 102.694 67.8771 35.2052 34.0929 12.3226 21.7702 32.6719 100.451 98.3481 70.5418 27.8063 2.10321 21.0204 14.8022 6.21817 21.2934 18.0128 2.24278 98.8304 8.53903 17.1822 31.9131 11.8017 9.87952 1.11236 14.1214 13.1568 11.5518 20.1114 16.2161 15.2923
internal_count=75174 65959 40404 9678 25555 9215 4163 3986 1442 2544 5052 24784 24535 18348 6187 249 2447 1552 895 7261 4190 771 30726 2417 4076 4928 2258 1888 177 1493 1412 1269 2670 2183 2079
shrinkage=0.1


Tree=60
num_leaves=36
num_cat=0
split_feature=3 3 9 7 12 7 13 8 6 13 6 9 12 8 13 3 3 9 12 9 13 6 6 3 6 3 7 9 3 0 3 3 13 3 6
split_gain=1.63303 0.673453 0.433588 0.646578 0.483365 0.35674 0.3269 0.297448 0.27368 0.667949 0.510572 0.487508 0.31678 0.389113 0.307734 0.292714 0.26478 0.324636 0.320557 0.326635 0.250215 0.262018 0.260691 0.324322 0.274636 0.350411 0.247387 0.242542 0.360959 0.240642 0.232904 0.232854 0.239481 0.232122 0.227863
threshold=0.019457064568996433 -0.50384523533284653 0.20905800931506111 0.0054026105743258139 -0.0076070553431300779 0.5456691278189022 -0.007627133662153748 0.056057456526484431 0.35067781105362084 -0.0086650419290241927 0.86818290123218766 -0.1370748477818787 0.017898817854066672 -0.3753618593955772 0.0040803688069431703 -0.99490460063589115 0.11510317190550269 -0.13337693459316638 -0.0033214719567265464 -0.20628966017743819 -0.010394729756108277 -0.43690787376669066 -0.15431017180303497 -0.98587306522676943 0.12600163301092104 -0.80532695434521873 -0.28546658359422439 -0.090716195015550241 0.30170364212244755 0.28466638922691351 -0.97777841063361837 0.98946771609189466 0.010061487160340854 0.027907693292945627 -1.2371171561599885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 16 6 29 -3 -4 8 11 10 -10 12 13 15 20 -1 -2 18 19 -18 -15 34 -23 -24 25 -25 -13 28 -19 -5 -12 32 -29 -6 -22
right_child=2 5 3 4 33 -7 -8 -9 9 -11 30 26 -14 14 -16 -17 17 27 -20 -21 21 22 23 24 -26 -27 -28 31 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.017586935036505151 -0.0085357742312914472 -0.0011662405815191638 0.036105540923269668 -0.039213791936863529 -0.033557811205072521 0.022530863778225715 -0.02685717220928598 0.079498034447512356 0.060188460206414898 -0.0038759270289288311 0.044399936107865898 0.0036497406986996279 0.036895338778292965 -0.028736018802286697 -0.031763842671726834 0.0528107720678343 -0.046939593443592775 -0.12313633346922744 -0.0018070062050672443 -0.0062410968534878991 -0.038729221097850826 -0.029424257987609281 0.04322979849960798 -0.029524221752674926 -0.064141712559135727 0.056110039021827721 0.027548260446985759 -0.019476954452341239 0.011725032443372137 0.015977452388435339 -0.018010659055227612 -0.059211504601660074 -0.064062889212992288 0.028996067114394904 0.032388017216619214
leaf_weight=0.81065129922353696 27.902713831430447 119.83043554337564 0.91825681686168437 2.1156040134737846 0.63274746088427392 6.7083796085207714 8.0855690771422832 0.63987529821315448 3.2507519731989332 24.447170194880528 0.87460116034708368 5.2050955706054109 2.6674787808587999 2.3349794900714249 3.5241906008013748 2.1763441287403174 4.2541789039314608 0.6420830780989516 11.218793481275496 3.6759737487809643 0.50270471186377097 2.7288897532562313 1.7580411540111578 1.101406180227064 0.73448637264664274 0.84401072590842074 25.807099523826764 12.053274705564034 0.28725261503859656 1.2608226783049756 1.8902980388957074 2.1748239690241453 1.3384670250907209 9.4930912673808034 4.3408209989684163
leaf_count=88 8540 26947 260 405 122 931 2185 114 553 4556 128 958 257 365 648 330 1713 143 4860 1303 85 411 203 130 122 119 4511 7787 269 418 334 1442 861 2561 633
internal_value=0 0.00472481 -0.0116072 0.000320411 0.0141615 9.00472e-05 -0.0204359 0.0115731 0.0110617 0.00346944 0.0333205 0.0153026 0.00444689 0.000296847 -0.00528757 0.0337053 -0.0158315 -0.0215426 -0.012685 -0.0280741 0.00121681 0.00704005 -0.00510235 0.00985318 -0.0120422 0.00762783 0.0235371 -0.0318247 -0.0814514 -0.0186043 0.00173125 -0.028862 -0.0239332 0.0250872 0.0250068
internal_weight=0 212.178 86.0537 22.5061 13.5023 126.539 9.00383 85.6389 84.999 30.4628 6.01565 54.5362 23.524 20.8565 17.8695 2.987 63.5476 35.6448 19.1489 7.93015 14.3453 12.0104 7.16683 4.43794 2.6799 1.94542 31.0122 16.4959 0.929336 3.37643 2.7649 15.5666 13.3917 10.1258 4.84353
internal_count=75292 42423 32869 5951 3506 27878 2445 14545 14431 5571 1015 8860 3391 3134 2716 418 26918 18378 7876 3016 2068 1703 985 574 371 249 5469 10502 412 823 462 10090 8648 2683 718
shrinkage=0.1


Tree=61
num_leaves=36
num_cat=0
split_feature=1 3 0 5 12 5 3 0 14 5 3 1 0 4 5 0 0 12 0 5 5 5 4 0 4 3 14 1 14 3 1 4 4 3 1
split_gain=1.63699 0.541547 0.578886 0.830135 0.332475 0.316036 0.304575 0.273245 0.399576 0.268796 0.254569 0.252259 0.260542 0.240864 0.239663 0.223457 0.226285 0.24755 0.232288 0.547214 1.06315 0.346642 0.507636 0.411937 0.320825 0.39193 0.39636 0.298928 0.505819 0.339233 0.493351 0.369812 0.380729 0.271398 0.265328
threshold=0.016340757720172409 0.0010727805783972146 0.028898369520902637 0.31746952602840922 0.006645022610586887 0.012756895022761653 0.98946771609189466 0.02641257178038359 0.19697133157681976 -0.063918118103168664 -0.98776984395578882 0.035353718325495727 0.036521464586257942 -0.011062712037528398 -0.066369337010762405 0.20754710584878924 0.00022465633810497823 0.023570724630602675 0.017506815493106846 0.35023178676769401 0.30670735403068977 0.077355820001192219 0.0058082714676857003 0.0043259719386696824 0.0026900339871644978 -0.89324227313045401 0.048376549474406498 0.00018648546392796564 0.016097385769209108 -0.030861571134664697 0.00057261853362433623 -0.011518957326188682 0.063580578193068518 0.019457064568996433 0.00095171711291186522
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=15 2 3 -2 6 9 7 8 -3 14 -4 13 -13 -9 -6 16 17 -1 19 20 21 -18 24 -24 -23 -26 -27 28 -20 34 -31 -32 -33 -34 -29
right_child=1 4 10 -5 5 -7 -8 11 -10 -11 -12 12 -14 -15 -16 -17 18 -19 27 -21 -22 22 23 -25 25 26 -28 29 -30 30 31 32 33 -35 -36
leaf_value=0.01284982150984712 -0.011948494791693097 -0.016993971680097589 0.030728973406226063 -0.13163174638697148 -0.0020540398868154884 0.021335618635784381 -0.042184451227190223 -0.03257096906109571 -0.081056404002311677 -0.036705165556334456 0.0030070095450607202 -0.050301899777647187 -0.01236319128655747 0.023222377244829701 0.10461821010829403 0.07755336333772074 0.0076806570274335646 0.054022148536331284 0.10292766415964044 -0.091625000730854139 0.13475104984600736 -0.011059322033709806 0.027610942892011936 -0.010730993097932955 0.031719847216504525 -0.01779534293380464 -0.12302182777485236 0.058862154178896543 -0.0084700505114950475 -0.07370579243449428 -0.030287604256694897 0.043928150403323138 -0.03103308675517126 0.031616647919440709 0.0163139949692056
leaf_weight=32.21836255294329 17.295856258755524 3.0663321951651588 3.5599039430117037 0.59963013301603396 5.5895090282829178 5.212604967509832 3.9094636086947494 0.99155909739783954 1.4266073831531683 2.602975541180057 47.666433116559347 1.8684241315568204 58.03232713174657 3.5226437084929776 0.21886615041876201 0.45785311868530598 53.19754856569125 1.5296656117643568 0.95619072443514841 0.60642729364917514 0.61461582418996741 18.240458907972432 6.5698000451811804 4.8860474503890146 0.41214831909746852 0.61905927630141266 0.8487399312434718 1.775958521939178 0.71046840756025631 0.88830761416465609 2.1779794989415677 2.8708941487348056 1.8237598268315198 1.1137168733548604 8.3873358767777955
leaf_count=3437 4147 1168 666 73 2066 2007 2498 307 391 1507 13030 708 22455 1049 67 104 9972 133 107 89 56 3119 927 864 70 134 119 234 87 115 506 682 327 237 1834
internal_value=0 -0.00707354 -0.000475453 -0.0159588 -0.0123496 0.00198825 -0.0150322 -0.0134917 -0.0373352 -0.0100015 0.00493351 -0.0118286 -0.0135466 0.0109672 0.00196549 0.00780618 0.00757881 0.014716 0.00532138 0.00303194 0.00370419 0.00275409 -0.00554586 0.0112577 -0.0151132 -0.0544465 -0.0786415 0.0148304 0.0554407 0.0112752 -0.00300981 0.00485358 0.0180306 -0.00728002 0.023749
internal_weight=0 155.563 69.1218 17.8955 86.4413 13.624 72.8174 68.9079 4.49294 8.41135 51.2263 64.415 59.9008 4.5142 5.80838 140.905 140.447 33.748 106.699 85.9948 85.3884 84.7738 31.5763 11.4558 20.1204 1.87995 1.4678 20.7046 1.66666 19.038 8.87466 7.98635 5.80837 2.93748 10.1633
internal_count=75292 52139 17916 4220 34223 5647 28576 26078 1559 3640 13696 24519 23163 1356 2133 23153 23049 3570 19479 15350 15261 15205 5233 1791 3442 323 253 4129 194 3935 1867 1752 1246 564 2068
shrinkage=0.1


Tree=62
num_leaves=36
num_cat=0
split_feature=1 2 9 10 2 9 6 9 9 8 10 10 10 1 2 2 7 1 8 7 14 2 14 14 9 6 6 9 1 6 1 14 6 10 10
split_gain=1.43722 0.555117 0.467239 0.54565 0.443949 0.667557 0.412378 0.370113 0.364495 0.363046 0.357059 0.343399 0.928539 0.307955 0.317622 0.434493 0.288746 0.287547 0.301291 0.258822 0.280716 0.23855 0.237695 0.363286 0.258229 0.237108 0.302841 0.284469 0.273496 0.300301 0.24071 0.236181 0.233405 0.256041 0.536727
threshold=0.049731217324733741 0.004426743835210801 0.6818608616655969 0.0027043704249205933 0.00021918975107837471 0.85617956675140727 -0.57600059680029159 -0.082511840548303558 -0.0830751225486243 -0.46839066682477654 0.25120530173337158 -0.19654991179956058 -0.19679046628008481 0.25749303400516516 0.056030485779047019 0.071577280759811415 -0.69697077079202907 0.94036111235618602 0.023836498199073169 0.030582751419318422 0.80931990112582486 0.12643641978502276 0.20247135378730322 0.097910114763958819 0.85723336217957258 0.1124569446939863 -0.16068007307010998 -0.19779883181710248 0.00016030729602789509 -0.43690787376669066 4.0292085031978793e-05 -0.81504076080471732 -1.4190243521049573 0.68556091571553113 0.68616721963547589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 7 -4 8 9 -7 11 25 -6 -2 12 -3 14 -9 -16 -11 18 -5 20 22 -18 23 24 31 26 28 -27 29 -1 -29 -8 -13 -34 -35
right_child=1 2 3 17 5 6 19 13 -10 16 -12 32 -14 -15 15 -17 21 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 30 -30 -31 -32 -33 33 34 -36
leaf_value=0.0058112778695236077 0.010957345899774321 -0.0090089503587050205 0.057156029567929784 0.0089537787810726049 0.033706593055633255 -0.071207698042560705 0.025720928512154535 -0.027983183475179002 0.022551298218101659 0.033221286358833584 0.095528491778950453 0.094093244553522443 0.060700314895309249 -0.033874240532452797 0.029398070800878626 -0.014110950092094619 0.0048112811340032813 0.094084053695306979 -0.01669110762957032 0.0026691494023403269 0.034666708983166636 -0.013356751445717486 -0.044856259775261448 0.038358862854038223 0.042657528625566432 0.0068166198357580508 0.037774453439418126 -0.005727951404713813 0.015100697496801247 -0.065679618974862047 -0.055453798488572584 -0.037281609125764816 -0.019029222599034633 0.047085946673707996 -0.013814845689060929
leaf_weight=1.363877714640694 6.9977631115652903 8.0689919931828609 1.6708625619357942 9.0036220202746389 4.3939979833739917 1.1726525139529282 0.67658427800051946 10.814322756028561 23.488751984824376 3.3729756411739791 0.53757463959482255 0.20104332183837215 2.5037228565779506 13.440067043671659 2.886385533889551 11.206505765136169 101.16176930282381 0.30324799139634606 9.3271036429432552 8.8697839237283898 0.87300249794498164 7.7831192245039338 3.7084286304889247 1.1301130997017024 0.54096422041766334 6.161713127992698 3.7408371201963773 2.2179185056520496 5.873452235970035 1.032270216383038 1.7350222922977989 4.9355500993551678 24.019592283522801 1.9616712352726597 5.5171187753439881
leaf_count=125 1789 2736 338 1703 641 181 126 3422 3252 616 87 121 770 8022 967 6016 21807 117 2604 1407 141 3478 625 201 89 736 339 125 742 83 153 836 9033 538 1326
internal_value=0 -0.00919142 -0.0111463 0.00241161 0.005318 0.00250208 -0.0135155 -0.014561 0.0138755 0.00550862 0.0169907 -0.00810758 0.00749889 -0.0216748 -0.015092 -0.0051998 0.00440549 -0.00249718 -0.00409494 -0.0102527 -0.0199129 0.00351334 -0.0242478 -0.0137545 -0.0233259 0.00466495 0.014165 -0.00661571 0.00348505 -0.0249873 -0.0275536 -0.0296862 -0.0133128 -0.0139983 0.00215931
internal_weight=0 108.46 100.924 20.3048 184.233 138.619 21.9071 80.6194 45.6138 116.712 7.53534 42.2721 10.5727 38.3473 24.9072 14.0929 112.318 18.634 18.3307 20.7344 11.8646 108.945 10.9916 7.28321 6.1531 22.1251 12.0104 10.1147 8.2696 2.39615 3.95294 5.61213 31.6994 31.4984 7.47879
internal_count=75292 39589 37713 4762 35703 30148 3606 32951 5555 26542 1876 14524 3506 18427 10405 6983 25901 4424 4307 3425 2018 25285 1877 1252 1051 2303 1289 1014 950 208 278 962 11018 10897 1864
shrinkage=0.1


Tree=63
num_leaves=36
num_cat=0
split_feature=1 0 13 0 13 12 5 10 11 5 1 10 5 13 0 15 0 10 15 10 5 5 5 0 12 5 5 5 5 13 15 12 10 12 15
split_gain=1.2318 0.416347 0.392539 0.353032 0.320454 0.343375 0.335152 0.291268 0.284499 0.250257 0.279452 0.245172 0.245389 0.308882 0.242581 0.245053 0.226934 0.2851 0.225494 0.224065 0.211575 0.301194 0.268798 0.265977 0.211248 0.228519 0.270798 0.413644 0.286186 0.208073 0.197366 0.209159 0.193624 0.182032 0.190736
threshold=0.049731217324733741 0.03929486125707627 -0.0036516767039904848 0.00022465633810497823 4.6313187628336603e-05 -0.020868091021923767 0.409553670298205 -0.063758888514185152 0.01038801033449803 0.11162527007156199 0.15451803058385852 -0.45280551053168883 0.29024618359550364 0.0082164736756557954 0.017506815493106846 0.027987225093151574 0.035171963274478919 0.68220586533635408 -0.91385760381635206 1.2329640534276163 -0.07683836389876296 -0.077086782585767677 -0.012326281643175197 0.068167351186275496 -0.0063646761980660511 0.24841499586855204 -0.09978348313207662 -0.10928457849172868 -0.10929958120212679 -0.0055792369803329264 0.86014915001845649 0.014096078870904133 -0.13276252629598884 -0.0019188482773603516 -0.74454994734024449
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 24 18 6 -6 -5 20 -9 16 19 -7 -13 14 -14 -16 17 29 -1 -11 21 -4 -22 -23 -3 26 27 28 -26 -2 31 -20 -18 -28 -35
right_child=1 2 7 4 5 11 -8 8 -10 10 -12 12 13 -15 15 -17 32 -19 30 -21 22 23 -24 -25 25 -27 33 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=-0.039947655435482447 -0.069871840647166325 -0.0086491184408174701 -0.014399931521188503 0.0077601636944406279 -0.049203497991498757 -0.08431181047699228 -0.072549801546666598 0.00028855045852419864 -0.022476773115874728 -0.014803465737170602 -0.086383319780301532 -0.002022515723594305 -0.034756707961518564 0.05869733841166918 0.061955511331976167 -0.038684593902452234 0.018546645275868561 0.070037047792972262 0.013088493333981866 -0.1127023703445427 -0.032288046214968398 -0.031358651342433375 -0.011208055359989311 0.042265188284794669 -0.0099867226171216437 -0.015452179634267184 0.040700970823110375 -0.10398247964808699 0.064499439012999191 -0.0044816212443020082 -0.033084968294489737 0.034617312587048678 -0.080898398482450729 -0.078029656221838828 0.016543062093804208
leaf_weight=0.74918856471776862 0.57400079243598146 9.317115121091776 9.3295211107688356 79.155530531831573 1.5107513598486537 0.35144933895207842 0.52307460198062372 28.476788723901336 6.8004225371842031 1.7872044003452181 1.333745465515676 64.206707844864468 1.0403116701199904 1.5389479849545749 0.80840415074635508 0.34528605150990188 0.25772082228650106 0.44689349147665769 26.231542883459046 0.26897046281374049 12.684852313766894 0.6532541168853635 11.563153718376272 1.9717910502222364 2.8799923726764982 2.959234023361204 3.8052327096665994 0.39996096002869563 0.62836049019824702 3.1965555010028752 0.81373371079098333 5.4503406021249239 0.8147905516780154 0.22000461570860519 6.9515356076335539
leaf_count=100 241 2924 3946 16212 359 113 75 9562 2154 511 306 14528 240 297 219 88 120 123 2895 45 5964 139 5563 541 1132 1159 1194 76 169 1265 89 488 268 57 2130
internal_value=0 -0.00852555 -0.00667793 0.00497219 0.0028993 -0.00204755 0.00723294 -0.0105666 -0.00409994 -0.0295226 -0.0507339 -0.00100435 -0.000573404 0.0243513 0.00025981 0.0318351 -0.0159299 -0.0054851 0.0142927 -0.0276097 -0.0168679 -0.00598027 -0.0222356 0.0239436 0.00355564 0.00992815 0.0149739 -0.00763033 0.00335406 -0.0144361 0.0155432 0.0167922 -0.0570021 0.0230222 0.0136418
internal_weight=0 107.321 98.6412 182.725 149.48 69.8019 79.6786 71.4798 35.2772 8.67988 3.38992 68.2911 67.9397 3.73295 2.194 1.15369 5.28996 4.21745 33.2448 2.05617 36.2026 11.9546 24.248 2.62505 27.1614 17.8443 14.8851 3.90831 3.50835 3.77056 32.4956 31.6819 1.07251 10.9768 7.17154
internal_count=75292 39589 36710 35703 32131 15844 16287 27869 11716 2879 862 15485 15372 844 547 307 2017 1629 3572 556 16153 4626 11527 680 8841 5917 4758 1377 1301 1506 3472 3383 388 3381 2187
shrinkage=0.1


Tree=64
num_leaves=36
num_cat=0
split_feature=3 4 4 3 4 3 3 10 8 11 4 4 12 1 9 11 8 12 11 10 9 9 4 10 4 10 9 3 12 3 10 3 4 4 4
split_gain=1.55391 0.639733 0.476698 0.44779 0.375568 0.340948 0.312724 0.426295 0.303054 0.295359 0.272164 0.347435 0.261823 0.283686 0.516102 0.249018 0.246989 0.244056 0.233687 0.231383 0.229464 0.242097 0.377093 0.278696 0.388465 0.384525 0.310091 0.324718 0.269517 0.246451 0.227205 0.220063 0.460961 0.384729 0.588356
threshold=-0.35769730829633767 0.00061361887492239486 -5.6846103689167642e-05 0.69941772468882857 0.64109017699956905 -0.18390323617495594 -0.3003646451979875 0.011229365765181449 -0.19783853256178432 -0.0033191342533361191 -0.30705522000789637 -0.22255242080427703 0.016009907436991381 0.014017931651324035 0.062529421666643908 0.0030956657047552742 -0.29094190614572846 0.0044405854468334569 0.044717165925524889 -0.024945837016783396 0.85628955194357415 -0.19319793926780823 -0.012012803519610314 0.68616721963547589 -0.0075341486372053615 0.68556091571553113 -0.19779883181710248 -0.08138677570968865 -0.0022042614228387175 -0.0054212696850299827 -0.45095191509853044 -0.98940199092092473 0.29714691266417509 0.044116850011050708 0.018912326544523243
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 6 15 -8 9 12 19 -12 13 16 -15 -2 17 -3 31 -1 21 22 -7 24 29 26 28 -28 -26 -24 -10 32 33 34 -13
right_child=1 4 3 -5 -6 20 7 -9 30 -11 11 18 -14 14 -16 -17 -18 -19 -20 -21 -22 -23 23 -25 25 -27 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.0042860100907764799 -0.05745641173995214 0.096814087408294836 -0.014193323185704439 -0.04459522500375513 0.043648674079403003 0.014395666954958778 -0.0011163921889815916 0.059856204648725986 -0.054881020205773727 0.034904496545533098 0.076774151832381274 0.020771937260745443 -0.058112170506147171 -0.088052823904951782 0.057530411222938033 0.040893132633039009 -0.0024437884360274803 0.0080181863569444012 -0.068585531910702879 -0.10046014328761482 0.016977805978334048 -0.013486796276916461 -0.084983921674272767 -0.044413403371997499 -0.03657495169713091 0.04674025620215997 -0.037997437800333926 0.034659504191260446 -0.00058079735686008746 -0.0170016515778177 -0.00094674031364181906 0.008385706698664324 -0.050663655810231849 0.050049495766745201 -0.058266818914555568
leaf_weight=0.69520538552023936 0.85379774717148371 0.72365182658541038 19.561787001610359 6.4396453413100962 2.0773199335962991 9.5312516534613696 2.3122643734677686 2.2747472686460242 0.78948740562191133 4.7916578408185142 0.80737924062122957 16.192076007628213 0.67915983806597058 0.66269451056723461 0.38496298552490771 0.36858512094477192 1.3709040217654549 0.54088745685294271 0.36852584138978173 0.39077108720084541 3.5224845669144988 47.224889840250398 0.89706961356569115 2.1025840565562239 3.6266622566254227 1.5952724760863937 0.78449094225652549 2.8488724524504461 4.8787952580751153 1.3148935606623151 73.219757231121548 68.062710118781979 0.89018415013197127 4.1650026731040262 0.99996457125234783
leaf_count=144 195 98 5496 3498 208 2444 573 386 308 695 140 1909 90 122 138 104 224 73 46 55 854 17930 141 495 1242 262 116 772 1875 375 19972 13316 175 593 166
internal_value=0 -0.00485437 -0.0098884 -0.0217228 0.00165002 -0.00623111 0.0171434 0.0291206 0.000600943 0.0177655 0.0108744 0.0114651 -0.00106047 0.0094598 -0.0345581 -0.0278011 0.0269581 0.058833 0.0108836 -0.0388927 -0.00796476 -0.00913928 -0.00169505 -0.0101924 -0.0056801 0.000583709 -0.00548214 0.0189719 -0.0159284 -0.0445721 -0.00152208 0.0112079 0.0198421 0.0227809 0.0161747
internal_weight=0 195.379 110.138 26.0014 85.2405 84.1367 5.80939 4.58701 83.1632 9.15392 92.5718 91.4858 4.36226 3.6831 1.04766 1.22238 2.63544 1.26454 90.6785 1.08598 78.3273 74.8048 27.5799 18.0486 15.9461 13.7341 12.1388 3.63336 8.50546 2.21196 74.0092 90.3099 22.2472 21.357 17.192
internal_count=75230 58686 36758 8994 21928 27764 1258 959 21720 1440 16544 16345 745 655 260 299 395 171 16205 199 26506 25652 7722 5278 4783 4267 4005 888 3117 516 20280 16159 2843 2668 2075
shrinkage=0.1


Tree=65
num_leaves=36
num_cat=0
split_feature=2 4 9 3 3 6 7 6 4 9 8 8 6 8 6 6 3 9 2 12 9 3 12 6 9 9 9 9 6 12 4 4 7 3 8
split_gain=1.3689 0.571708 0.362163 0.342807 0.333232 0.306498 0.290113 0.29661 0.292383 0.286985 0.275634 0.273001 0.349674 0.341842 0.273259 0.283726 0.273387 0.264775 0.37969 0.332853 0.311846 0.343953 0.346959 0.303876 0.293603 0.287875 0.265778 0.255793 0.35217 0.255397 0.2521 0.290086 0.283737 0.251365 0.277049
threshold=0.0020550149492919449 0.074104078114032759 0.85617956675140727 0.37579783319961285 -0.013856991194188593 -1.3167931069492644 -0.28546658359422439 -0.86865463397749432 -0.062921118922531591 -0.10956919187594398 0.0070900360954567494 -0.19783853256178432 -0.31187963466856577 -0.022219795171614862 -0.86865463397749432 -0.46551901703003423 -0.11447828216478227 0.85628955194357415 0.0096827810630202311 0.0043544336985886769 0.85617956675140727 -0.10336427181027828 0.0059673371287722122 0.98968694646321709 0.6818608616655969 0.85016775980248627 -0.1942085329469812 0.035576546794692 -0.57600059680029159 -0.0019188482773603516 -0.00017497591034043578 5.1916416850872345e-05 0.18811606386816113 0.042150444816797979 0.086668122960601127
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 11 5 6 -2 7 -1 -9 -8 -11 14 13 -13 -3 -16 29 20 -19 -20 21 -7 25 -22 26 -23 -24 -15 -29 -17 -5 32 -32 -27 -35
right_child=1 2 -4 30 -6 17 9 8 -10 10 -12 12 -14 27 15 16 -18 18 19 -21 23 22 24 -25 -26 33 -28 28 -30 -31 31 -33 -34 34 -36
leaf_value=0.067804674696198858 -0.073464213158732514 0.08524596827725188 -0.08402169658416242 -0.0050824631322272038 -0.041202843334935971 0.0069749326940586436 0.0077345110911026752 -0.066134549423522093 -0.0018038272147417147 0.019115803771741921 0.069530730770259216 -0.00094180421442328758 -0.0093198120896584979 0.015085373112061215 -0.016406690489975499 0.064130976162123127 0.063072814094923088 -0.068716857638840598 0.012802472112594224 0.086045732483187393 -0.023716456003693355 -0.010417800099317847 0.012717395219541544 0.017324093800676423 0.056827562685893743 0.069999938402551379 -0.011602340300138722 0.077667340890049397 0.0070471938341881719 -0.021156951854133209 -0.048738690671447982 -0.011561887984368004 -0.0043775153166917434 0.031500468571019367 -0.05756330243639543
leaf_weight=0.56916005726816266 0.64084435122640471 0.7549491220852359 0.42176722746807982 11.201686423954017 1.1940138217905758 25.088026449229801 32.739681827975801 0.75859785486681985 10.288257653797698 34.601679556593808 1.1195490791506006 7.7386783916299491 10.372045917887592 5.3635559244066808 1.4538954665767958 0.51828666642541033 1.8037821293182781 0.52021146169863541 6.5603618324385025 0.68527717937831756 13.799369009095242 72.554032169489801 10.929588717714072 2.0754915558500207 1.0600869653280813 0.81422421801835243 7.6312246593224708 1.9021612898795868 1.1230663477181222 1.0885048366544652 6.0784528536096358 8.3739681557926797 1.8901674631160856 1.036067846463993 0.52687769476324309
leaf_count=70 191 66 64 6947 329 7019 4352 149 1753 6125 211 1178 2909 853 206 179 216 78 1246 136 2598 22349 2422 404 198 149 2764 369 250 227 3060 4896 960 198 109
internal_value=0 -0.00411106 0.00804074 -0.00641722 0.0112362 -0.00446113 0.0120181 -0.00259435 -0.00622148 0.0144974 0.0206959 0.00924965 0.00500416 0.0142163 0.0292701 0.0205829 0.0363512 -0.0041525 0.0138049 0.0197297 -0.00518157 -0.00343417 -0.00619608 -0.0183508 0.00564184 -0.00929586 0.00271841 0.0281997 0.0514508 0.00635352 -0.016638 -0.0245585 -0.0382162 0.0249471 0.00147657
internal_weight=0 204.007 32.5407 171.466 81.2709 143.922 80.0769 11.616 11.0469 68.4609 35.7212 32.1189 26.4995 16.1275 5.61942 4.86447 3.41057 143.281 7.76585 7.24564 135.515 119.64 94.5521 15.8749 19.6209 74.9312 18.5608 8.38878 3.02523 1.60679 27.5443 16.3426 7.96862 2.37717 1.56295
internal_count=75230 62241 6517 55724 12989 39861 12660 1972 1902 10688 6336 6453 5559 2650 894 828 622 39670 1460 1382 38210 35208 28189 3002 5384 22805 5186 1472 619 406 15863 8916 4020 456 307
shrinkage=0.1


Tree=66
num_leaves=36
num_cat=0
split_feature=2 2 11 9 9 15 9 9 2 13 15 13 14 15 9 12 9 11 12 12 2 7 11 14 14 14 14 15 15 11 13 7 15 15 11
split_gain=1.27282 0.403023 0.366276 0.290112 0.714429 0.511143 0.504308 0.852579 0.444935 0.352781 0.339107 0.359869 0.290501 0.286278 0.271507 0.265678 0.264181 0.390209 0.249484 0.248385 0.242516 0.238286 0.4445 0.296645 0.26146 0.233304 0.226703 0.222138 0.338926 0.280485 0.218216 0.216089 0.321267 0.268904 0.252436
threshold=0.0020550149492919449 0.889143466949463 -0.003428039041461035 -0.42526974728621642 -0.42447059611136456 -0.14615318105811761 -0.19421047379619683 -0.1942085329469812 0.0028876408468931918 -0.0049211169230246226 -0.24700719297872567 0.0080222648122713364 -0.74574630840446332 -0.085692911844041736 0.11729737657577032 -0.0065141590897947951 -0.15052162734322766 -0.016212289534913094 -0.023568096269803752 0.025475204544614435 0.026277540251612667 -0.028502268007553774 0.018583764357047675 0.99155216983495487 0.83106793480686247 0.2789233642116753 0.60329129580374707 -0.15393886373062601 -0.11796866139558417 0.018032738385185054 -0.0028241270945113532 0.23041681903527064 0.20190217545036035 -0.66823820815534474 0.021594693838162985
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 18 20 5 10 15 8 -8 -10 11 12 -5 -7 25 -6 -9 -18 -1 -14 -2 23 -23 24 27 -3 -16 29 -29 -4 -15 33 -33 -19 -35
right_child=1 14 21 4 6 13 7 16 9 -11 -12 -13 19 30 26 -17 17 31 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 -31 -32 32 -34 34 -36
leaf_value=-0.075498102167232559 -0.079437055911036392 -0.0137060869617495 -0.02150068297751738 -0.050313965540540642 -0.033053076464926549 0.086460609593970283 -0.044656000045981477 -0.019749994705114113 0.067702670642206794 0.018513952988332284 -0.025233513430675644 -0.050190301178062169 0.034751365022622285 0.050839926294287713 -0.02647868986771126 -0.010491792875065901 0.014633393153775237 -0.036559305372329487 0.0059638967128238362 -0.02998743304795742 -0.01743382939617813 0.031612510512508074 -0.026725055708364198 0.082200480834901182 -0.065479395212928074 0.049279180449363108 -0.073761837378107056 0.10918044333855687 0.013943549047844027 0.048748646508201349 0.005301281048435056 0.012391495616804377 -0.016375522757392229 -0.0049478304737323054 -0.030570902268581831
leaf_weight=0.37893883245123916 0.74664886642130923 6.2956166024450777 3.4491003959628861 0.506356007652358 7.4479471478698569 1.1802516987081615 1.0158836266491587 10.569206110463709 1.6278105479432277 13.981520140194331 2.723573479335756 0.7492929589934646 5.9333093765890226 2.3936532100487966 4.5116714583364228 17.444465729036892 11.057080901351581 3.0231331181857959 47.68972054333608 0.65841137501411129 4.0667309445852879 16.236928990811069 1.4203476415859757 0.54531878649140786 0.48028050050197713 0.64868574389765843 1.3079913202709574 0.38896847539581081 9.504180845960942 0.68049760739086185 1.8777384469285596 14.016272298234982 5.369386301666963 78.906703009346529 4.0418807519454267
leaf_count=84 150 3942 603 69 2436 200 120 3254 290 2598 398 107 812 309 3251 5898 2631 1141 7693 85 1038 2582 164 72 81 438 691 56 1577 77 272 4222 1542 25179 1168
internal_value=0 -0.00397493 0.0108762 -0.00281547 -0.00218326 0.0179952 -0.00410201 -0.00182435 0.0194701 0.0236436 0.00516862 0.0157202 0.0226779 0.0428665 -0.021174 -0.0172423 -0.00461231 -0.00323796 0.00532171 0.028285 -0.0270517 0.0190399 0.0269198 0.00979391 0.00707139 -0.00782246 -0.0371058 0.00955627 0.017688 -0.00992461 0.0308208 -0.00511353 0.00442369 -0.00726407 -0.00619638
internal_weight=0 202.101 80.7743 189.337 184.524 16.0226 168.501 143.609 16.6252 15.6093 10.5709 7.84737 7.09808 5.45164 12.764 24.8924 126.984 116.414 48.0687 6.59172 4.81338 32.7056 17.6573 15.0483 14.503 6.9443 5.81966 14.0227 9.89315 4.1296 4.27139 105.357 19.3857 85.9717 82.9486
internal_count=75230 62241 12989 53919 52731 2252 50479 42145 3008 2888 1471 1073 966 781 8322 8334 39137 35883 7777 897 1188 5212 2746 2466 2394 4380 3942 2313 1633 680 581 33252 5764 27488 26347
shrinkage=0.1


Tree=67
num_leaves=36
num_cat=0
split_feature=3 1 6 4 8 4 4 3 0 3 8 5 5 4 8 6 6 4 5 13 13 6 3 8 1 3 6 6 13 6 6 6 5 3 6
split_gain=1.28381 0.657557 0.448886 0.418035 0.356168 0.345906 0.451523 0.437653 0.33258 0.299502 0.326049 0.369101 0.348758 0.279253 0.270499 0.264289 0.26029 0.451162 0.337674 0.290603 0.285036 0.258977 0.255627 0.236719 0.234163 0.369278 0.218418 0.296546 0.226371 0.296824 0.401712 0.398529 0.268584 0.361473 0.734788
threshold=-0.50384523533284653 0.001815401890780777 -0.30519758853100692 -0.15698102861642835 -0.16151542175676933 0.035930410027503974 1.7154052329715345e-05 -0.17130437120795247 0.046227984130382545 0.97792836948792694 0.26786623106046087 0.35023178676769401 0.10574012296773543 0.060593571513891227 0.20248072390704014 0.28394296148061365 -0.3795817459311735 -0.062921118922531591 -0.08637403594718833 -0.033947437596203202 0.0035730556108204709 -0.34780193690985584 -0.18390323617495594 0.12793013552089363 0.00051489647012203943 -0.11447828216478227 1.6510753118526649 1.7030858587979638 -0.007627133662153748 -0.13977929373986728 0.86818290123218766 1.3993381313731048 0.16545979999569896 -0.99393316336272608 0.50065987323657835
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 2 22 -4 13 6 7 -6 24 10 -3 12 -12 -5 -11 -15 19 18 -18 -1 -21 -14 -2 -24 -7 -26 28 -28 29 -19 -31 -32 33 34 -30
right_child=1 9 3 4 5 8 -8 -9 -10 14 11 -13 21 15 -16 -17 17 26 -20 20 -22 -23 23 -25 25 -27 27 -29 32 30 31 -33 -34 -35 -36
leaf_value=-0.063899118383829723 -0.013585286567327524 -0.0048052728630525402 0.096873413645740855 0.0010129931649402837 0.018457910732124577 -0.067981942364601311 0.021320674839157713 -0.044192198571902951 0.052206860664893939 -0.045270739285404198 -0.014014248438979752 0.11356733881687918 -0.082346783653421407 0.018187949838333533 -0.0036156200996543251 0.088934369618574899 0.074076224732386384 -0.013056036648606951 -0.02366975530926585 0.026390959200888311 -0.0030796907657013634 -0.018142487301534473 0.021167332208345779 0.066832916466182918 0.063157239869301038 -0.056133098685678465 -0.090598540032110486 -0.0021924569008751542 0.054650767739283623 0.048145228676569563 -0.030338834494921991 0.059598922412842287 -0.011765621055626715 0.0070569737032540065 -0.025853806525633301
leaf_weight=0.40734913508640858 1.9333298203455367 148.04624381203939 0.42337774578482168 6.0378763805856615 1.6656168569898016 2.2489297709325928 4.0632610699394718 3.3731540924927614 0.35613397753331799 3.7473549761671157 5.6539660522830637 0.18814847448811711 1.6498235869585189 1.6128912498243155 2.6694552455392113 0.78506837054010237 0.37572478407309962 1.6301056004012933 5.9552908507102975 19.030598200764874 3.965761174889848 1.0146141870500285 12.922525283938738 1.2444727137917642 0.41251214171643369 0.6996234272373838 0.45884381003270336 2.1921893145699869 4.4689344918806375 5.6245287864185212 1.5469393118255541 0.72294626999064338 5.5550805476959786 26.864530879548518 1.5191686419784671
leaf_count=66 331 47069 59 826 282 379 683 632 72 2554 2838 62 581 184 1861 101 121 252 1059 3081 734 531 1375 115 98 153 101 466 538 977 243 120 1023 5464 199
internal_value=0 -0.00401154 0.0078754 -0.00151854 -0.0034784 -0.0139794 -0.00348184 -0.0234826 -0.0396839 -0.00676711 -0.0058992 -0.0249377 -0.0280705 0.012479 -0.0279418 0.0413496 0.0109481 0.00729762 -0.0178689 0.0198256 0.0213087 -0.0578979 0.0205239 0.0251787 -0.0494205 -0.011886 0.0104475 -0.0174939 0.0119928 0.025793 0.0338149 -0.00169414 0.00857061 0.0120093 0.0342269
internal_weight=0 200.748 37.7788 21.6784 21.2551 12.8192 9.10203 5.03877 3.7172 162.97 156.553 8.50655 8.3184 8.43584 6.41681 2.39796 80.318 56.9143 6.33102 23.4037 22.9964 2.66444 16.1003 14.167 3.36107 1.11214 50.5833 2.65103 47.9322 9.52452 7.89441 2.26989 38.4077 32.8526 5.9881
internal_count=75230 60786 5290 3469 3410 2299 1597 914 702 55496 51081 4012 3950 1111 4415 285 14444 10563 1180 3881 3815 1112 1821 1490 630 251 9383 567 8816 1592 1340 363 7224 6201 737
shrinkage=0.1


Tree=68
num_leaves=36
num_cat=0
split_feature=1 0 0 13 12 1 12 1 0 10 7 0 10 1 1 7 13 4 10 10 0 0 1 11 4 4 4 7 13 7 7 1 12 4 12
split_gain=0.871588 0.351806 0.296606 0.434737 0.258113 0.233544 0.277003 0.23567 0.236484 0.229853 0.2048 0.195988 0.627632 0.314886 0.227404 0.298574 0.240836 0.275387 0.262767 0.209548 0.208656 0.209033 0.309077 0.203974 0.203175 0.251966 0.256089 0.200703 0.208006 0.199555 0.187019 0.180247 0.20553 0.178965 0.175493
threshold=0.057508571073412902 0.00022465633810497823 0.071739070117473616 0.0037431813728189649 0.027999729358136698 0.090858247131109252 -0.0044401515602501733 0.11627907678484918 0.095907624810934081 -0.45095191509853044 -0.056598524481647747 0.028898369520902637 0.68616721963547589 0.00021856605599168691 0.023310416378080848 0.12665525469998057 -0.0024981879389595805 -0.00019499473273754117 -0.07032583765527993 0.70900606260725618 0.014994249213486912 0.018546647392213348 0.024748861789703373 0.0027789423335784422 -0.016849916428327557 -0.0078386664390563947 -0.011518957326188682 -0.065928034270797617 -0.0084222690291977324 -0.36551821136776708 -0.26140706171703626 0.11208859086036684 -0.017895137846529966 -0.011518957326188682 0.023570724630602675
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 34 4 5 31 10 7 8 -7 -3 -4 12 14 -13 16 20 17 18 -11 -14 -16 -22 -23 -19 -18 26 -26 30 33 -25 -20 -2 -33 -29 -1
right_child=2 9 3 -5 -6 6 -8 -9 -10 11 -12 13 19 -15 15 -17 24 23 27 -21 21 22 -24 29 25 -27 -28 28 -30 -31 -32 32 -34 -35 -36
leaf_value=0.012263640350929882 -0.01198759103948116 -0.056579910090004709 0.037923609281915238 -0.018383490748823495 0.092827609732496416 0.022809372009199864 0.0026597287932152388 -0.0089943824677064712 -0.066860081156440487 -0.016847211214691408 0.002360687553123463 0.060086803175029339 -0.11404813936580849 0.0067500326644278786 -0.033288961187917777 -0.049906308048958896 0.012210994007611047 0.025333139264443388 0.020292395863811791 -0.032439081005160249 0.053188172846992225 -0.053478473500683167 0.010381051105139344 0.05427967126759492 -0.0052530852502230517 -0.0013647518671239449 -0.060149179965809367 0.015891495691549153 0.010478469694737674 -0.0016617994932677548 -0.023087613247373281 0.077188377490121918 -0.033636512180394547 0.088290168236819677 0.048887244414152764
leaf_weight=30.441867952260512 13.505387330253148 0.66084642242640157 2.7925703067812719 17.353047958155003 0.20863618671137274 0.37404675704601942 33.650010742854647 15.556374287276411 1.3762743723600577 5.8856215706109642 3.8543429376259146 1.1360782968695264 0.34668136388063375 43.06677386852698 1.8685968128120274 1.7983519419030924 10.154751198309887 12.430223983166792 1.7005842178041337 3.4037328655249439 0.78457788874584355 0.95097647962393228 3.733083303533931 0.709478966287861 1.9331077766473757 46.065863554502378 1.5163750006176915 0.59307996473944513 2.8509083542594444 6.3001104534996548 2.3912690229462896 0.17115082360396616 7.516300840292387 0.80469834047835298 1.3671480850462092
leaf_count=3445 4498 232 772 7926 59 118 13678 5665 372 900 1339 154 74 11888 499 544 2156 2320 342 703 199 201 1080 123 464 9645 328 122 558 1084 471 78 2947 132 128
internal_value=0 0.00427926 -0.00747268 -0.0045081 -0.0178558 -0.000328154 -0.00262784 -0.0129086 -0.0476976 0.00226686 0.0173018 0.00252539 0.000196905 0.00812087 0.00166747 -0.01339 0.00314127 0.00990396 -0.000668558 -0.0399829 -0.00443993 0.00541759 -0.00258396 0.017641 -0.000674247 -0.00331679 -0.0293851 0.0107481 0.0259716 0.00400034 -0.00505877 -0.0189455 -0.0311691 0.0575713 0.0138377
internal_weight=0 182.895 96.3581 74.9567 21.4015 57.6036 50.9567 17.3067 1.75032 151.086 6.64691 150.425 106.222 44.2029 102.472 9.13559 93.3361 33.666 14.2262 3.75041 7.33723 5.46864 4.68406 19.4398 59.6701 49.5153 3.44948 8.34054 4.24869 7.00959 4.09185 21.1928 7.68745 1.39778 31.809
internal_count=75244 37792 37452 29870 7582 21944 19833 6155 490 34219 2111 33987 21945 12042 21168 2523 18645 6052 2525 777 1979 1480 1281 3527 12593 10437 792 1625 812 1207 813 7523 3025 254 3573
shrinkage=0.1


Tree=69
num_leaves=36
num_cat=0
split_feature=1 8 9 1 8 14 13 12 9 5 9 8 5 5 5 13 8 5 5 12 1 5 14 14 9 9 5 12 1 1 12 5 5 9 5
split_gain=0.80541 0.363304 0.245703 0.251222 0.231153 0.226625 0.217688 0.213294 0.234217 0.579773 0.476199 0.406486 0.357007 1.78196 0.630267 0.359781 0.331241 0.49953 0.310838 0.289219 0.248648 0.248159 0.213748 0.40218 0.203826 0.252699 0.217088 0.196815 0.196665 0.186112 0.188684 0.329491 0.253672 0.234738 0.330143
threshold=0.016340757720172409 0.15611503060613743 0.85628955194357415 0.66965007781982433 -0.50618505453481533 -0.70958229906850134 -0.010055865331214279 -0.0063646761980660511 -0.1942085329469812 -0.014370791946406234 -0.19421047379619683 -0.29967241368728703 -0.063918118103168664 -0.064869743693363568 -0.061795897647779777 -0.0050281102720362162 0.14478272058761146 -0.084770577983267467 -0.10928457849172868 -0.0002415485249289035 0.27000820636749273 -0.51283890662031673 -0.15009397676934055 -0.058446614286470779 -0.082511840548303558 -0.19632304995108765 -0.075819926666710738 1.0000000180025095e-35 0.94036111235618602 6.4410612594656422e-06 -0.0010790704013604133 -0.38598378907331005 0.077355820001192219 -0.057377997787821662 -0.10929958120212679
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 -1 -5 -2 -8 10 12 18 -12 13 15 -14 -10 17 19 -9 -17 -13 -21 -23 -24 25 -3 -27 -25 -26 -6 31 -31 33 34 -33
right_child=1 24 -4 5 29 -7 7 8 9 -11 11 20 14 -15 -16 16 -18 -19 -20 21 -22 22 23 27 28 26 -28 -29 -30 30 -32 32 -34 -35 -36
leaf_value=0.027808108220089285 0.010904778403130077 -0.016610020580430002 0.015417419075301872 0.094423529239112861 0.023228371809678836 -0.026521874959353403 -0.014117429707628769 0.014842722618977837 -0.060224924737153053 0.0023938679849263215 -0.049525503601994723 0.034682879297122153 -0.16840345596060155 0.12780165868352608 -0.03090964638982286 0.01552118927895909 0.089299556602172189 -0.047844683995611634 -0.012361873287593281 -0.11294951687412541 0.12793704758436084 0.033460122298945204 -0.073295698855745953 -0.08469166251543464 -0.027730301827865924 0.048671470888302738 -0.0041543786527674081 0.0023111394592784111 0.060806116433454176 0.073330975178785049 0.007017974994334545 -0.043856635557252971 -0.012782715885400257 0.013083376611889439 0.0010101882215835527
leaf_weight=4.6293040708987965 10.526962995591019 7.7893907927027612 6.9982568247796726 0.15899262591847207 5.3990769923475446 6.0598558447436508 17.858147343134988 6.8900310387180115 1.8124658174238035 36.126274935283618 0.56014406401664008 4.8826898754341519 0.35461378683976352 0.88155896688113067 5.5716293261757519 4.3586743041087184 0.31043963208503633 3.4717079581187091 10.757556187283626 0.26682920958410239 0.30370707949623454 0.80184455308699387 1.1612989518616812 0.28399644564342397 11.38739652188087 1.2785974842918224 1.9866993172254312 3.0785446826412226 0.25654256286725363 0.5822863155772201 81.651281042170012 1.9632011655339727 14.848135934927994 12.910236748815807 9.9627310746218409
leaf_count=613 3147 3449 1465 63 563 2899 5740 2067 557 11974 54 1086 63 270 2968 1366 87 1134 3394 146 98 333 433 58 6496 583 935 992 203 172 13755 479 2798 3244 1560
internal_value=0 -0.00491879 -0.00278128 -0.0038747 0.00585803 -0.0234298 -0.00277176 -0.00421535 -0.00205553 -0.00543841 0.00640088 0.0314032 -0.0180964 -0.0105059 -0.039137 -0.0183489 -0.0128223 -0.0151841 -0.00174056 -0.0037897 0.0401437 -0.0188402 -0.0141251 -0.0225595 -0.0165464 -0.00682102 0.0165307 -0.00503702 -0.0257796 0.00505991 0.00425533 -0.00134666 -0.00244241 0.00373948 -0.00637562
internal_weight=0 146.175 123.476 116.478 131.946 6.21885 110.259 99.7322 81.874 58.4799 23.3941 5.74654 22.3536 16.4274 5.92624 15.5458 13.7333 13.4229 17.6476 9.95119 5.1864 5.59251 5.32568 4.52384 22.6986 11.0547 3.2653 3.36254 11.6439 127.317 121.918 40.2666 39.6843 24.8362 11.9259
internal_count=75244 52060 40394 38929 23184 2962 35967 32820 27080 20381 6699 1238 8407 5376 3031 5106 4549 4462 5461 3328 1184 1962 1816 1483 11666 4967 1518 1050 6699 22571 22008 8253 8081 5283 2039
shrinkage=0.1


Tree=70
num_leaves=36
num_cat=0
split_feature=2 4 13 9 9 9 5 5 5 4 2 12 10 0 4 13 0 0 10 13 2 4 4 5 9 5 0 10 13 12 2 4 0 10 10
split_gain=1.03797 0.425591 0.300096 0.27629 0.774021 0.282762 0.275757 0.324467 0.273349 0.271967 0.271438 0.262275 0.256651 0.272936 0.254911 0.234981 0.262117 0.233307 0.47781 0.292999 0.247006 0.231987 0.452788 0.335812 0.309949 0.287571 0.257588 0.23975 0.221261 0.284662 0.282914 0.256473 0.232837 0.287264 0.220728
threshold=0.0018896856345236304 0.012166915461421015 -0.0048222352950365492 -0.42447059611136456 -0.42526974728621642 0.85628955194357415 0.10574012296773543 0.14762608675009908 -0.17899237083729766 0.016799096949398521 0.0096827810630202311 0.0043544336985886769 -0.19034121159322434 0.00057373530580662202 0.046137759461998946 0.010061487160340854 0.0005000717064831407 0.03929486125707627 -0.05138256403381164 -0.0036516767039904848 0.0003075791610172019 -5.6846103689167642e-05 5.1916416850872345e-05 0.097859865810096591 -0.17040472034105356 0.26926703965470783 3.7872958273510455e-05 0.83107731635890747 0.0091519070629286717 0.0031502682888295292 0.040606765076518066 0.11304295249283315 0.034536996856331832 -0.30114339129413531 -0.19654991179956058
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 3 12 4 -2 21 8 14 -4 -10 -7 -12 -3 -14 -8 16 -11 20 19 -19 -1 -5 23 24 -23 -25 -24 34 32 31 -31 -30 -9 -34 -28
right_child=1 2 6 5 -6 10 7 28 9 15 11 -13 13 -15 -16 -17 -18 18 -20 -21 -22 22 26 25 -26 -27 27 -29 29 30 -32 -33 33 -35 -36
leaf_value=0.012332780721088121 -0.026443159258847371 0.041248017645434704 0.015328560420054316 -0.0057821103363611195 0.031129950078203367 -0.064190223051288284 -0.015962029957295534 -0.017361256083148518 0.023265627254729096 0.025897702098470244 0.0077250821255155132 0.069643458860429247 0.079640580815644554 0.0044091255539907316 0.074597714470247767 -0.046528052059100496 -0.012098616737311633 0.037838496319398895 0.078008451497520614 -0.0046481548031514714 -0.00025011968147653409 -0.01154426398652759 0.070889134987218494 0.020012542957575034 -0.05190816957891884 -0.042835300264281805 0.0028109515808053659 0.045535234126334694 0.0095560231035825872 0.055677788681558794 -0.07303450526610672 0.10841925612171047 -0.035136541561763879 0.026630067324890205 -0.015977545109378689
leaf_weight=46.239095607053969 3.7574924293876393 3.2670343786157892 5.6370388087852872 73.358098265271565 6.1688699329970387 0.47941389109473576 0.40851679204206348 4.244582175408139 2.4377704540165785 1.9703879735752767 7.8430379442434042 0.74946840316988517 0.51070762736344377 8.6510604329232574 1.2998007506976135 1.7990000394347578 23.105880845399952 2.968703397345962 1.4522874059352924 3.5812188855561544 23.544528024936881 2.6501209361776992 0.40109984111040731 2.0069200952821116 6.7427269488944139 1.1425326650787608 8.4786725575104303 0.76668549788882856 0.43124294245353556 0.32300307764671732 0.3623381886354764 0.67023222045827424 0.9327097084606043 3.907112768996742 23.817765258232615
leaf_count=6213 973 706 1555 26805 1068 75 110 862 825 209 1915 176 47 2002 284 425 6200 617 274 840 4828 1098 45 548 2654 616 2529 200 168 51 90 92 250 977 8917
internal_value=0 -0.00368803 0.00334911 -0.00673752 0.00933641 -0.00797981 -0.000268635 0.0124275 -0.00483835 -0.00871654 0.00903998 0.0131258 0.0171839 0.00860278 0.0529418 -0.0116175 -0.00911303 0.00994196 0.0261148 0.0146086 0.00808739 -0.00927335 -0.0148402 -0.0310448 -0.0405198 -0.00278688 -0.00876672 -0.00973305 0.00606106 0.0382289 -0.0123721 0.0697129 -0.000266038 0.0147267 -0.0110451
internal_weight=0 198.321 59.9584 138.363 9.92636 128.437 47.5296 12.5795 34.9501 29.313 9.07192 8.59251 12.4288 9.16177 1.70832 26.8753 25.0763 77.7858 8.00221 6.54992 69.7836 119.365 46.0065 12.5423 9.39285 3.14945 33.4642 33.0631 10.8712 1.78682 0.685341 1.10148 9.0844 4.83982 32.2964
internal_count=75244 62472 14853 47619 2041 45578 12098 2884 9214 7659 2166 2091 2755 2049 394 6834 6409 12772 1731 1457 11041 43412 16607 4916 3752 1164 11691 11646 2490 401 141 260 2089 1227 11446
shrinkage=0.1


Tree=71
num_leaves=36
num_cat=0
split_feature=3 3 14 3 15 11 7 5 5 5 5 5 5 1 15 0 11 7 11 3 5 11 1 11 0 14 3 14 0 1 7 7 3 11 15
split_gain=1.02917 0.362263 0.336456 0.286163 0.285236 0.246743 0.241831 0.22016 0.317206 1.92532 0.703774 0.483518 0.533956 0.837933 0.360072 0.34539 0.304762 0.2906 0.345756 0.370311 0.269927 0.321934 0.254804 0.70513 0.271116 0.288472 0.250175 0.426331 0.249341 0.320911 0.2378 0.218585 0.217964 0.215896 0.21232
threshold=-0.057539155706763261 -0.98284225605311792 0.99155216983495487 0.98781008814694371 -1.0212234859322968 0.0028863963633325323 -0.052563286575074843 0.09478381515654298 -0.063918118103168664 -0.064869743693363568 -0.049463370613769084 -0.07683836389876296 -0.077086782585767677 0.00095171711291186522 -0.32758292725870258 0.027005099691450599 0.011385659802731719 0.0054026105743258139 -0.012503741125455785 0.02080121100880206 0.15869255961305787 0.0078052173622200445 0.0038500087102875118 -0.0014030346084644861 0.0013070840504951777 -0.24913695026027347 -0.043952809646725648 0.1195837332469946 0.0072249185759574184 0.00025240090326406067 -0.19508507957173651 -0.079905585454545888 -0.015266581962350754 0.0020871177028976393 -0.64259962197851672
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 34 7 5 -3 -6 8 9 11 32 12 14 -14 -2 -13 -11 18 -9 20 21 -20 23 31 -25 -26 27 30 -12 -30 -24 -16 -10 -32 -1
right_child=3 4 -4 -5 6 -7 -8 17 10 16 28 15 13 -15 22 -17 -18 -19 19 -21 -22 -23 26 24 25 -27 -28 -29 29 -31 33 -33 -34 -35 -36
leaf_value=0.055904355859672052 0.012067671370607951 -0.083268088542791732 0.088062361437086983 -0.030827056291446497 -0.00056743936259814691 0.0049729777059174755 0.0090832942279416365 0.02265191658348641 -0.12074990058094415 0.10493324397154374 -0.032769630610117 -0.10164671220339644 -0.026758226969143484 0.049771354324660316 0.0038042490196033376 -0.022835927546733081 -0.017266876041559878 0.0087527848233812447 0.012068001356238596 -0.030202733896682682 -0.0092979851385486655 0.11392917042752214 -0.12729725540437697 -0.031538643254287423 -0.020655248542406933 0.059741386849411215 -0.012673102180327817 0.039428886677025238 0.096606518480081116 -0.0091020776666064177 0.00077165770346577351 -0.057663090279468913 -0.050215361293249744 -0.10628866435640201 0.013082852432430327
leaf_weight=1.2128120003471909 8.2842223328516322 0.69645511609269195 0.64587994257453729 4.4120893123767919 50.286014029008584 0.58144052611896768 53.685988484252448 2.9919127332104862 0.62614196652430143 1.8488197931728785 4.7469649959384688 0.59699633765558147 2.1489198540803107 4.280722847674042 0.93622429954120923 8.113745895740065 0.22941217734478403 22.648207027930766 1.3186953939439243 7.5013224706926849 5.5111465319641866 0.40574554498016357 0.5730690219788811 0.52477585896849577 0.53772061507334079 2.6250697344075884 27.220314576936296 0.39738907627179276 0.29009503319685137 28.63911561995701 0.46598850350710108 1.5142948731372596 1.4588654383114761 0.31615253377822228 25.569197036390051
leaf_count=127 1952 158 71 3228 11499 133 11046 744 163 575 1188 191 272 1224 121 2641 64 6790 302 2750 1495 66 81 63 67 306 9630 100 53 13547 135 175 551 62 3674
internal_value=0 0.00650604 0.016742 -0.00576079 0.00383858 -0.0431185 0.00441572 -0.00495207 -0.00754916 -0.00314251 -0.0150183 -0.00650068 -0.00270053 0.0241936 -0.00668528 -0.0282373 0.0914438 0.00124687 -0.00834179 -0.0146342 0.00150613 0.036035 -0.0111099 0.00739816 0.0350279 0.0460728 -0.015031 -0.0516521 -0.0115276 -0.00804206 -0.0783598 -0.0341794 -0.0713974 -0.0425037 0.015022
internal_weight=0 132.678 27.4279 141.164 105.25 1.2779 103.972 136.752 96.375 60.6138 35.7612 58.5356 49.8249 6.42964 43.3952 8.71074 2.07823 40.377 17.7288 14.7369 7.23559 1.72444 35.111 6.13809 3.68757 3.16279 28.9729 1.7526 33.6762 28.9292 1.35521 2.45052 2.08501 0.782141 26.782
internal_count=75244 26708 3872 48536 22836 291 22545 45308 33161 17659 15502 17020 14188 1496 12692 2832 639 12147 5357 4613 1863 368 10740 732 436 373 10008 378 14788 13600 278 296 714 197 3801
shrinkage=0.1


Tree=72
num_leaves=36
num_cat=0
split_feature=1 13 15 6 6 0 6 6 13 11 11 15 6 4 4 9 6 9 11 6 9 6 15 13 0 0 11 9 1 6 6 1 0 15 4
split_gain=0.69029 0.271231 0.207791 0.248485 0.247755 0.411288 0.32634 0.296896 0.238401 0.249007 0.187745 0.18396 0.327925 0.18052 0.521631 0.279766 0.272046 0.222733 0.254221 0.262849 0.208699 0.275248 0.234744 0.20107 0.215133 0.208452 0.191144 0.236236 0.247837 0.184314 0.180485 0.172916 0.328085 0.193573 0.389423
threshold=0.0038500087102875118 -0.0035712809317541938 -1.0212234859322968 -0.16068007307010998 0.1124569446939863 0.00022465633810497823 0.093430698076330657 0.061190227196830253 -0.0014846026970244813 -0.018025322622460396 -0.0088761895712955122 -0.72175288502128543 0.66662097997274949 0.0033054267987608914 -5.6846103689167642e-05 -0.42447059611136456 0.96614890732055347 0.41217494464551224 0.0083500100452628141 0.36580006203011656 -0.19421047379619683 0.12600163301092104 0.1203459985244735 -0.0026296961604317186 0.27767926454544073 0.063003085553646102 -0.0062188207208835637 -0.10097179351456757 0.013058200012892486 -0.92906001864424115 0.71992239306975214 0.15149336308240893 0.035171963274478919 0.18030640036881515 -0.10412312299013136
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 31 3 -1 5 8 7 -7 10 -10 -4 12 -6 14 17 -16 20 -3 23 -20 22 -22 -15 -19 25 -25 29 28 -28 -17 -31 33 -33 -2 -35
right_child=1 13 4 -5 11 6 -8 -9 9 -11 -12 -13 -14 16 15 26 -18 18 19 -21 21 -23 -24 24 -26 -27 27 -29 -30 30 -32 32 -34 34 -36
leaf_value=-0.079184147106508673 0.0026526264529382376 -0.0064365749214619463 0.036635225837545068 0.017413517734599235 -0.00024128097049165334 0.0065004244975379339 0.069389941415404485 -0.047811270378038118 -0.0083951248637311737 0.044866449199903666 0.0017525731491640458 -0.00035857811248822026 0.09966851963968397 -0.010683138645793143 0.055609837148728969 -0.08912532709375727 0.031598815417889531 -0.027713352635984095 0.015508499041793904 -0.047250436137929168 0.0063673102778460293 -0.014286961194189651 -0.061726000445270657 0.0334398941045825 0.059591928660511377 -0.0084867997585606671 0.060072712069064185 -0.035933981191966856 -0.017592052184723397 0.0036644667371829257 -0.037803622277987385 -0.079439445508658918 -0.0035961001638102731 -0.10448753112715237 0.026029423718278561
leaf_weight=0.60574855942104477 29.293813097458042 47.727870301334406 2.2449591520125978 0.47520521795377024 0.89533400537038577 38.356486623157252 0.80507591957575542 1.0336340001085762 1.0089149302657459 6.753073766754822 4.9341210746861179 35.554048600461101 0.51891919200716075 7.7373907283108547 0.47219371353276329 0.26798237103503186 2.4164765509012787 0.78561024568625715 1.3214027752073891 1.3482768136236698 23.764897228329573 8.8567702814434579 1.0197444350487783 2.8228829783729434 1.4601348493561088 2.0448287680446811 0.43848986295052661 11.781389820218457 6.5260689706010453 5.3110998579068136 1.3080772897155837 0.59370331907848495 14.507844924261006 0.23692973516153859 6.5069102035231472
leaf_count=108 7888 19306 225 64 139 5938 141 212 95 733 556 5977 78 2247 117 59 993 156 350 304 7029 3203 323 609 432 492 119 5064 2850 1692 420 218 5340 37 1848
internal_value=0 -0.00374708 0.00687071 -0.0367182 0.00738228 0.0116291 0.0063634 0.00507523 0.0257952 0.0379434 0.0126607 0.00104833 0.0364177 -0.00621631 -0.00894043 -0.0206637 -0.00101528 -0.00361904 0.0101266 -0.0161868 -0.00291991 0.000759683 -0.0166269 0.020002 0.0259259 0.0158273 -0.0220687 -0.0273029 -0.0127023 -0.00782206 -0.00453043 0.00240491 -0.00657781 0.00616912 0.021444
internal_weight=0 178.551 93.1855 1.08095 92.1046 55.1363 40.1952 39.3901 14.9411 7.76199 7.17908 36.9683 1.41425 127.412 83.6163 26.1053 43.7953 57.511 9.78314 2.66968 41.3788 32.6217 8.75714 7.11346 6.32785 4.86771 25.6331 18.7459 6.96456 6.88716 6.61918 51.1392 15.1015 36.0377 6.74384
internal_count=75362 61096 14266 172 14094 7900 6291 6150 1609 828 781 6194 217 45765 31970 10321 13795 21649 2343 654 12802 10232 2570 1689 1533 1101 10204 8033 2969 2171 2112 15331 5558 9773 1885
shrinkage=0.1


Tree=73
num_leaves=36
num_cat=0
split_feature=3 3 1 1 5 6 6 0 3 5 7 6 1 6 7 5 5 8 3 3 8 7 13 5 0 8 0 0 0 3 6 6 8 8 0
split_gain=0.952727 0.445758 0.382405 0.40473 0.338249 0.27731 0.38717 0.304823 0.335694 0.285853 0.233022 0.230219 0.218795 0.207769 0.206179 0.390298 0.20706 0.19876 0.296188 0.269155 0.198473 0.278977 0.287733 0.196429 0.190406 0.290175 0.198283 0.200605 0.291356 0.280325 0.21667 0.329893 0.277762 0.259836 0.306677
threshold=-0.76853336839121755 0.18509006290696564 0.24268350005149844 0.24734453111886981 0.060029856423611687 -0.45223161497300818 -0.17176528258785609 0.11759724095463754 0.822742119737086 0.19939434462849501 0.097618692381046382 -0.085548251260203143 1.0894555998675061e-05 1.8778764934753009 0.16585868215482621 -0.01436983011459903 0.021277738490262179 -0.016583872372260732 0.5066162858856843 0.22045960847754034 -0.036742845035832576 0.04154735346492603 -0.0010530768289494089 0.2739427165777632 0.23501492291688922 0.0096610577355529526 0.22415987402200702 0.17466905713081363 0.15975466370582583 0.040261844638735063 -0.80283447745999648 -0.83120496775366692 0.0096610577355529526 -0.19783853256178432 0.085800278931856169
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 13 -4 -3 7 -7 -6 9 -9 17 14 -1 24 15 -5 -16 -8 19 -19 -14 -22 -23 -20 26 -26 27 28 30 -30 31 33 -33 -2 -35
right_child=1 4 3 11 5 6 10 8 -10 -11 -12 -13 20 -15 16 -17 -18 18 23 -21 21 22 -24 -25 25 -27 -28 -29 29 -31 -32 32 -34 34 -36
leaf_value=0.031906595067700806 0.035340957185770287 -0.021695138622932094 -0.089703480342035374 -0.011165169479854188 -0.054374989925748185 0.049134593016096684 0.052857287191763108 0.087387880328051434 -0.03349927509002789 -0.027299383862647193 0.01578910356510432 0.0014508752402710783 0.0072498655364711317 -0.057579586232655355 -0.014335328168531636 -0.05784770003125464 0.05273501332480475 0.040488593164023229 0.018449426800967648 -0.061003640642262769 0.037438331210250975 -0.073802183339066199 0.030436694397810118 -0.043806347577191825 0.0018326861981828705 0.082135539058074469 -0.050648334233472682 0.025607544408986195 -0.0035472476484448238 -0.076005177098789775 -0.00088059302191174124 0.020768509568447176 0.088342907062585921 -0.006571117791459107 0.043994870557063658
leaf_weight=4.6326339769220786 2.3587970314110871 20.753417774266381 0.69856370816706004 4.3844795213881333 1.8508274088562764 1.7586067323027244 0.38875801931135168 0.59984551230445537 1.2317472822251145 0.34079963332624175 4.128536599855579 7.25222275636406 49.640279051826838 0.61551936957402986 1.6935529335460162 3.0277322266847477 0.63208953524735978 0.30087960215314202 1.8906261914034987 1.9863007086678406 4.6653156166776162 0.50705983597435988 0.55427018836780895 0.69242736443993624 1.2007090387342021 0.71970636194600945 0.76177360342262446 3.1168518169179142 1.1723617898824152 0.98048462602309872 131.00593486526486 1.885674953751731 0.89795233197219193 10.76381447038875 1.3498061065474765
leaf_count=469 311 13127 156 1505 836 869 122 217 670 172 1702 2655 9195 236 606 1091 256 85 1100 551 851 68 84 415 333 265 191 1029 365 228 32667 295 207 2037 396
internal_value=0 -0.00325484 -0.00116675 -0.015105 -0.0133991 -0.00204912 0.00607402 -0.0245539 0.00085296 0.0458362 -0.0019927 -0.0120378 0.0110302 0.000405334 -0.0220834 -0.030234 0.00389381 -0.0159522 -0.0214448 -0.0476523 0.00928343 0.026911 -0.0193644 0.0017608 0.000633808 0.0319275 0.000244311 0.000496824 -2.35129e-05 -0.0365472 0.000506832 0.01104 0.0425669 0.00497611 -0.00093661
internal_weight=0 210.441 174.518 17.6886 35.9228 15.1694 11.1461 4.02322 2.17239 0.940645 9.38753 16.9901 59.9996 156.829 9.73785 7.41221 2.32564 5.25899 4.87023 2.28718 55.3669 5.72665 1.06133 2.58305 156.214 1.92042 154.293 153.532 150.415 2.15285 148.262 17.256 2.78363 14.4724 12.1136
internal_count=75362 64695 44829 6269 19866 6739 4844 1895 1059 389 3975 6113 10667 38560 3458 2596 862 2273 2151 636 10198 1003 152 1515 38324 598 37726 37535 36506 593 35913 3246 502 2744 2433
shrinkage=0.1


Tree=74
num_leaves=36
num_cat=0
split_feature=2 1 0 6 1 4 12 13 2 1 1 6 13 2 2 6 12 0 13 6 6 6 4 1 12 11 12 13 0 0 4 6 6 4 0
split_gain=0.741523 0.360921 0.542316 0.274718 0.2353 0.213262 0.272927 0.210091 0.202133 0.385983 0.200192 0.198587 0.198266 0.217286 0.275253 0.305528 0.253668 0.182969 0.170678 0.169019 0.168933 0.313887 0.167546 0.163188 0.156807 0.155421 0.228051 0.201192 0.176391 0.21106 0.218582 0.168075 0.160856 0.15529 0.145741
threshold=0.0020550149492919449 0.027065346948802475 0.02641257178038359 -0.23730046065977398 0.1771616339683533 0.0041555315256118783 -0.0007095365913596007 0.016848659550045924 0.043258646503090865 0.44306898117065435 0.027833725325763229 -0.28580677662473913 -0.0026296961604317186 0.73795112967491161 0.040606765076518066 -0.8805764007511353 0.027999729358136698 0.046227984130382545 0.014299223387593223 -0.30519758853100692 -1.0685417468898235 -1.5661380076391256 0.10626303404569627 0.45023602247238165 0.0086770664022774828 -0.003428039041461035 -0.023568096269803752 -0.02323406744305263 9.4314273155760034e-05 0.020925441756844524 0.012983932159841062 1.6510753118526649 -0.75088771768086238 0.29714691266417509 0.0087776356376707571
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 5 11 25 6 -3 18 9 -4 -10 12 -2 14 19 34 17 -17 -5 -14 21 -12 -9 -11 -13 26 -1 -27 -28 31 -31 33 -29 -30 -16
right_child=1 2 8 7 -6 -7 -8 22 10 23 20 24 13 -15 15 16 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 28 32 29 30 -32 -33 -34 -35 -36
leaf_value=-0.077619947200887718 0.01648752233390359 -0.077936450220357278 0.0059485057343740388 -0.0046158466269466784 0.054656349295734555 -0.016620102470237888 -0.022199171200657074 0.010094440863780045 -0.071299668828566212 -0.12697634849197109 0.060017933077200818 0.052974336080175433 -0.0043584350531125837 -0.0644394046736399 -0.085713064980699485 0.033469786570898469 -0.061278378863469096 -0.0027881846373162111 -0.069691465048800708 -0.065407849544131855 -0.0064077941621951701 -0.048683851671759044 0.098452737973128368 -0.031491604022496643 -0.02076555637950718 -0.064930537661522209 0.015386032946156831 0.03469938288889006 -0.00017154439625702229 0.0013116680317363128 0.037002033747936112 -0.048806183724387164 0.011399661212225007 -0.037652336408177452 -0.0097069859932856408
leaf_weight=0.34080687931418552 12.44683982128481 1.8249078514272699 23.904180679921414 36.479711687137751 1.0789999107601023 3.6573289519110403 1.6940652383345867 0.57403705493197676 0.4898265061492556 0.20188618649262835 0.30703358629398314 1.5513245559995983 14.211514139507925 0.49667583746486244 0.34672155216685385 6.4474961651503655 0.35004070115974251 1.7749199099562245 0.40753537452837818 0.4684425208834061 79.349785377415628 1.9705787387501903 0.34273805931297829 1.5779993422329424 0.3542235173517837 0.32669896801963005 11.138995577566673 3.3300428829679793 24.239961777613651 4.1156000817354643 2.9430852016594145 0.78693633447255606 26.884323173836034 1.1582335453640542 0.92621622649312485
leaf_count=81 2136 569 7681 9233 282 1144 620 216 90 24 155 368 2727 298 55 1236 49 417 105 97 33326 824 61 602 73 60 1191 487 4294 988 659 193 4554 279 188
internal_value=0 -0.00336053 -0.00691128 0.00192925 0.00828933 -0.0335296 -0.051104 -0.00415957 -0.00513931 0.00260339 -0.00756101 0.00777523 0.00617367 0.0010432 0.00236932 0.0153055 0.0220937 0.025643 -0.00533481 -0.00630654 -0.00717853 -0.0340303 0.0431274 -0.0423221 0.0392668 0.00762461 0.00386941 0.0131236 0.00449515 0.000845951 0.0161926 -0.00329102 0.0139676 -0.00188078 -0.0304095
internal_weight=0 192.156 114.978 77.1784 76.3437 7.1763 3.51897 37.804 107.801 25.6841 82.1172 39.3744 37.4689 25.022 24.5254 9.84539 8.57246 8.22242 36.8872 14.68 81.6274 2.27761 0.916775 1.77989 1.90555 75.2647 44.7236 30.5411 44.3828 33.2438 7.05869 26.1851 30.2144 25.3982 1.27294
internal_count=75362 62294 45035 17259 13068 2333 1189 9615 42702 8307 34395 7644 7203 5067 4769 1945 1702 1653 9338 2824 34305 979 277 626 441 12786 7685 5101 7604 6413 1647 4766 5041 4573 243
shrinkage=0.1


Tree=75
num_leaves=36
num_cat=0
split_feature=2 2 9 9 0 2 5 5 5 9 5 5 8 5 5 8 9 2 9 13 8 5 15 2 15 13 2 2 5 5 8 15 5 15 13
split_gain=0.702798 0.308622 0.250637 0.30702 0.174558 0.177496 0.173767 0.703985 1.33249 0.662176 0.547192 0.493617 0.669954 0.34635 0.455993 0.880934 0.468843 0.470593 0.320661 0.276718 0.265988 0.342504 0.245862 0.231011 0.222163 0.22123 0.217324 0.212962 0.20768 0.279729 0.249888 0.250141 0.230211 0.224021 0.277325
threshold=0.00097892107442021392 0.77966150641441356 -0.13337693459316638 -0.20889147526592869 0.59761932492256176 0.98937973380088817 -0.07683836389876296 -0.064869743693363568 -0.063918118103168664 -0.0830751225486243 -0.049463370613769084 -0.077086782585767677 -0.0014781384358096359 -0.1060413673525526 -0.10929958120212679 0.12793013552089363 -0.25658030123402886 0.027483932673931125 0.11822174199589564 -0.0049211169230246226 0.25433555278445286 0.35023178676769401 0.0079164579245641579 0.10023465380072595 -0.16180430827148123 -0.0049211169230246226 0.011165643576532604 0.3717211931943894 0.09478381515654298 0.29191544671220454 -0.27408220510445863 -0.028889807044196029 0.094713842090182063 0.072931800068973082 -0.00089776719230745918
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -6 11 23 9 -9 18 13 19 14 16 22 17 26 -10 -13 28 24 -16 -8 25 -22 -2 -15 32 30 31 -30 -12 34 -31
right_child=1 2 4 -5 5 -7 7 8 10 -11 20 12 -14 27 15 -17 -18 -19 -20 -21 21 -23 -24 -25 -26 -27 -28 -29 29 33 -32 -33 -34 -35 -36
leaf_value=0.0091100447736723426 -0.030067119613615374 -0.014275837200103308 -0.03886752622472487 0.034794400349263274 0.0099702755595664928 -0.046386175939501013 -0.049507905917924915 -0.083985096078746324 -0.03072787323380001 0.10105989885704794 -0.00067288279749407433 0.041278755999814544 0.046802485615042105 -0.022116133243703921 -0.0001188779710169066 0.076582596961573171 -0.00067535509854557403 -0.017030216178468279 -0.1176666364593611 -0.00096773880764584115 0.11827889220141574 0.09992147409498886 0.035263652345517447 -0.016224544025539477 -0.046551591003400755 -0.012431732173315052 -0.12165515090381868 0.028235073186754608 0.005234780714664984 -0.041993752418521241 0.0034879140954395373 0.052110510250692521 -0.014743646430666899 -0.077849270304894969 0.011475720928856124
leaf_weight=64.733651944693065 0.39092781273211474 5.5368328650401963 5.4393179784278782 1.6565397715239658 1.8090870433188686 0.80867002014929301 3.9995483071834297 0.21792515652487066 1.816213650410645 1.7171736512100311 32.473391137704311 1.7798360059969134 5.1286757709458461 10.661682091958934 11.652321341447538 2.0134323543752535 23.144390030072827 3.4180908143898705 0.55355064854666114 12.029682118794881 0.15440784994279966 0.20243444325024018 2.3619585039123185 4.3571265829341428 3.0574161052209083 0.80223772076715238 0.7681566054088762 0.91184782265918407 2.3066560632869368 1.6931815818825273 35.505716056142774 2.2476406213827422 18.11346680612769 0.58103606454096723 2.2711317858120301
leaf_count=10396 123 3094 4461 1008 1410 708 1303 51 621 616 14306 266 1146 3198 1885 285 7508 1096 227 1965 44 63 379 1411 1441 384 167 370 455 627 9496 341 3489 186 836
internal_value=0 -0.00286626 -0.0165432 -0.0029756 -0.0286564 -0.0074392 -0.00174685 -0.00423271 -0.00198295 0.0802207 -0.00354588 0.00200465 0.0159394 -0.00276549 0.00130412 0.0147307 -0.00645872 -0.0357022 -0.0510358 0.00447719 -0.00241379 -0.0269916 0.00584447 -0.0321541 -0.033392 0.00866569 -0.090765 -0.0181491 -0.00132512 0.00364907 0.00631656 0.0283689 -0.00571115 -0.0198606 -0.0113614
internal_weight=0 201.582 15.2504 7.19337 8.05708 2.61776 186.331 112.07 103.714 1.9351 101.778 74.261 18.9382 55.3228 43.7493 16.0277 27.7216 4.57718 2.36976 13.8095 99.4087 4.2165 14.0143 8.35667 4.01406 0.956646 1.15908 11.5735 95.1922 44.6054 40.06 4.5543 50.5869 4.54535 3.96431
internal_count=75362 64966 10681 4102 6579 2118 54285 35897 33183 667 32516 18388 3377 15011 11443 2549 8894 1386 848 2231 31668 1932 2264 2714 1869 428 290 3568 29736 11941 10292 796 17795 1649 1463
shrinkage=0.1


Tree=76
num_leaves=36
num_cat=0
split_feature=1 10 10 6 15 6 10 7 11 10 0 10 1 14 0 14 7 14 6 14 6 15 6 15 6 7 14 6 6 14 15 6 6 14 15
split_gain=0.514769 0.242071 0.418689 0.27815 0.231674 0.222609 0.169973 0.156674 0.332607 0.169798 0.158803 0.406593 0.245833 0.368715 0.204165 0.179251 0.205614 0.171629 0.299959 0.248706 0.226488 0.341001 0.253249 0.190324 0.186979 0.184688 0.182325 0.312366 0.20466 0.188783 0.384412 0.3171 0.311308 0.292168 0.282139
threshold=0.0041194120422005662 -0.45095191509853044 -0.4509362535116449 -0.28580677662473913 0.95534850677338701 -0.86865463397749432 -0.44694470067415099 0.74625479228728475 0.0024875252749507904 0.011229365765181449 0.017506815493106846 0.71830976355092713 0.00021856605599168691 -0.077111510911110612 0.12448447942733766 1.1123175154903822 0.30738708122859887 0.83106793480686247 -0.28580677662473913 0.89347820898678265 0.12600163301092104 -0.44080664650670748 0.66662097997274949 -0.53314858843877033 0.13403271468099043 0.29302303399297575 0.45393234516489317 -0.39764080462172402 -0.23730046065977398 -0.20359051857495994 -0.4138352383119267 -0.3795817459311735 -0.33990959229156131 -0.30111240855059151 -0.036808975915377844
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 3 -3 7 -2 -4 10 9 -9 11 15 -12 14 -14 17 -17 20 -19 -20 26 22 23 25 -23 -22 29 -28 -29 30 -1 -31 -33 -32 -34
right_child=1 2 6 -5 -6 -7 -8 8 -10 -11 12 -13 13 -15 -16 16 -18 18 19 -21 21 24 -24 -25 -26 -27 27 28 -30 31 33 32 34 -35 -36
leaf_value=-0.034210150345879306 -0.1358673165231398 0.063280661523082829 -0.049106559137133909 0.0093055021110002075 -0.036329025708998784 -0.026864917068072293 -0.0036909379534283077 0.082187747808463496 -0.011294911931580845 0.025000752774521986 0.057625661607684432 -0.060255966313861015 -0.010494613192861756 0.026073531662434174 -0.095844279801211602 0.043777789642100155 -0.028871477343337799 -0.058149908583667746 -0.059476798434042889 0.031954383733548884 -0.01820410993331216 -0.072526015756790019 0.062068160113362539 0.055576489184048221 -0.0048618515105835723 0.052104732169231421 0.0014856877211238421 0.072882041683463059 0.025550168485478336 0.01321831298431967 0.019939609675687867 -0.066042829951032639 0.0087344459798651408 0.074794560916154079 -0.02166320184468595
leaf_weight=1.0798040384834164 0.21023970123496827 1.459872103820089 0.82820087860454705 2.7593724294565609 1.2914761211068242 1.7213667323558173 165.69696649592242 0.99612914968747635 1.3543001140933482 1.0844368702382778 1.3543235821416582 0.9690717866178592 1.7479117937182311 4.8887854612949013 0.33379246859112743 2.1490550038506622 0.47583000443410117 1.1958557176258184 0.40050387126393516 1.1568647986132417 1.9148938237776749 0.414986956515352 1.2627389175395363 0.6779001277172968 25.687162934656953 0.46417534770444024 3.2816738678957336 1.4653045267186828 2.4260203897283636 14.443746762424773 5.1117557247198411 0.86852090645697977 7.2150202638622423 1.1986356248016745 5.2936849862526421
leaf_count=140 47 364 383 825 214 879 58301 88 152 97 209 181 360 868 51 273 65 177 91 174 322 48 212 106 4438 58 447 176 354 2149 729 155 1029 186 944
internal_value=0 -0.00352682 -0.00312858 0.0279811 0.00572739 -0.038729 -0.00391681 0.00632483 0.0272746 0.0523806 0.00550222 0.00412046 0.0186402 0.0110655 -0.0241801 0.00491839 0.0306082 0.00402594 -0.0204824 0.00844129 0.00495274 -0.00163062 0.0243947 0.00883297 -0.00593762 -0.00448629 0.00967805 0.0242096 0.0433733 0.00671778 0.0209247 0.00294394 -0.00814956 0.0303591 -0.00412984
internal_weight=0 172.676 170.744 4.21924 92.2044 1.93161 166.525 90.9129 3.43487 2.08057 87.478 79.1532 8.32481 6.97049 2.0817 78.1841 2.62489 75.5592 2.75322 1.55737 72.806 30.4219 4.31971 3.05697 26.1021 2.37907 42.3842 7.173 3.89132 35.2112 7.3902 27.821 13.3772 6.31039 12.5087
internal_count=75292 60799 59873 1189 14493 926 58684 14279 337 185 13942 12454 1488 1279 411 12273 338 11935 442 265 11493 5184 698 486 4486 380 6309 977 530 5332 1055 4277 2128 915 1973
shrinkage=0.1


Tree=77
num_leaves=36
num_cat=0
split_feature=2 4 4 13 7 13 14 14 4 5 9 7 7 4 14 14 2 13 9 9 4 9 2 4 14 4 5 5 14 8 5 4 2 8 8
split_gain=0.658114 0.296214 0.294532 0.340423 0.271865 0.262234 0.20909 0.244158 0.241825 0.207805 0.190218 0.21787 0.217177 0.298841 0.408459 0.21939 0.207594 0.266198 0.188112 0.245361 0.285315 0.201004 0.183469 0.180236 0.215736 0.244708 0.281515 0.178231 0.226011 0.210276 0.17358 0.23549 0.300608 0.172024 0.21682
threshold=0.0024468281771987681 0.00061361887492239486 -5.6846103689167642e-05 -0.0023731666644993955 0.59185559678572075 -0.0049211169230246226 -0.23978927552925547 -0.26838594523090337 0.046137759461998946 0.095203486163708134 -0.19421047379619683 0.80428462934040723 -0.056598524481647747 0.095621991902589812 0.22659814763570271 -0.062552379119151028 0.0072415359318256387 0.0026896451460422361 0.85617956675140727 0.55017754249849105 0.16227491945028308 0.85723336217957258 0.079817947000265135 0.54420686885714542 0.022650485638571773 0.20999595895409587 -0.082308256303993368 0.0058108974148420112 -0.055760319352769712 -0.13895742288139104 -0.018098584389196599 0.074104078114032759 0.043987825512886054 0.046237752052176007 0.13066835473633734
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=33 2 -2 4 9 23 7 -7 -9 -4 -8 12 16 15 22 30 17 -12 19 20 -18 -20 -15 24 25 27 -27 29 -29 -3 31 32 -14 -1 -35
right_child=1 5 3 -5 -6 6 10 8 -10 -11 11 -13 13 14 -16 -17 18 -19 21 -21 -22 -23 -24 -25 -26 26 -28 28 -30 -31 -32 -33 -34 34 -36
leaf_value=0.006807446114186811 -0.0042054001481563862 -0.02961240279249814 -0.0091659105388897377 -0.025611500592413558 -0.05936573137215926 0.0062904539157412611 -0.01655222211269489 -0.019271111331215937 0.09936257599445987 0.025008734338146071 0.0066454549701659973 0.071467526573215229 -0.086427756055808727 0.0091899419034288422 -0.043967903822325807 -0.0090566969812128639 0.021258484413888324 -0.053474330690748528 -0.034417618188324527 0.078523639029153228 -0.016398329598297397 0.056737722627363721 0.049638941819523996 0.06565041202309653 0.023193313674918861 -0.11493195686822635 -0.0051480533442283937 0.012882758393999744 -0.046086717475787305 0.025919678584444734 -0.014390485737651948 -0.14775900353014343 -0.0073291015758189075 0.067708115371318711 -0.024508135446273324
leaf_weight=76.534275553438874 80.287008810505085 0.81585614059440548 4.1116893915113932 15.444573647519062 0.70642737629532337 11.030446249897066 10.525947307331078 0.24728289638369361 0.56307815959007712 3.1366487372361007 1.877399900244199 0.40464809849799976 0.87870194032439064 5.4656759786885214 1.283283013559412 13.507668695923721 9.0290870432981993 1.2119279810649457 1.441965871141291 0.59849886366282667 2.5889700184197872 0.29066365200560529 1.4108168124221263 0.6103974342549926 7.0652928130875816 0.37868534363951767 0.60953999006596848 1.350281635677675 1.2531194135081021 4.151986359680448 2.0754073671705546 0.2422061604229383 1.0601400418963747 0.96472390131384489 0.3465589631232433
leaf_count=13363 28939 205 1561 6510 166 2860 3045 120 106 793 464 88 228 1152 301 4702 3135 278 326 157 633 64 421 67 1756 86 134 390 360 1280 739 51 496 222 94
internal_value=0 -0.00353119 -0.0070827 -0.0169552 -0.000148508 0.000961275 -0.00184968 0.0101826 0.0631613 0.00562284 -0.00449328 -0.00156637 -0.00225425 -0.00801831 0.00782343 -0.0152951 0.00651571 -0.0169392 0.0117103 0.0160836 0.012867 -0.0191255 0.0174887 0.0123424 0.0102599 -0.000415813 -0.047217 0.00569284 -0.0155016 0.0167998 -0.0350922 -0.0547912 -0.0431774 0.00742276 0.0433363
internal_weight=0 185.655 103.686 23.3993 7.95477 81.969 65.7338 11.8408 0.810361 7.24834 53.893 43.3671 42.9624 25.9239 8.15978 17.7641 17.0385 3.08933 13.9492 12.2166 11.6181 1.73263 6.87649 16.2352 15.6248 8.55947 0.988225 7.57124 2.6034 4.96784 4.25646 2.18105 1.93884 77.8456 1.31128
internal_count=75292 61613 37969 9030 2520 23644 19366 3086 226 2354 16280 13235 13147 8090 1874 6216 5057 742 4315 3925 3768 390 1573 4278 4211 2455 220 2235 750 1485 1514 775 724 13679 316
shrinkage=0.1


Tree=78
num_leaves=36
num_cat=0
split_feature=3 10 10 5 5 1 3 5 12 2 10 3 2 10 5 2 5 14 3 3 10 14 3 1 7 1 2 2 14 1 3 10 12 10 7
split_gain=0.724704 0.23024 0.33844 0.299478 0.511971 0.419834 0.395119 0.327923 0.292483 0.24939 0.309542 0.249604 0.267984 0.274318 0.245357 0.214842 0.214209 0.266958 0.21183 0.227383 0.208381 0.205437 0.204442 0.305738 0.213538 0.202257 0.200525 0.334113 0.244236 0.215781 0.196866 0.196715 0.24332 0.21433 0.210512
threshold=-0.034560506930574768 -0.05138256403381164 0.01002737787402694 -0.07683836389876296 -0.078699381365803192 0.00057261853362433623 -0.0066508194431662551 0.29024618359550364 0.0065147722949049081 0.021874608471989635 1.1518723172276155 0.030918869189918045 0.098435666412115111 0.83107731635890747 0.29191544671220454 0.049461020156741149 0.039938523102498784 0.37473074456634348 -0.032642250880599015 -0.030861571134664697 -0.25500601622603147 1.1123175154903822 0.078144118422642364 0.17026440054178241 0.52706602506382494 3.1223853511619388e-05 0.08492648229002954 0.082841575145721449 -0.30111240855059151 0.33891950547695165 0.027907693292945627 0.68616721963547589 0.0013215473464517119 0.69731777334416656 0.026690971120729778
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=21 3 8 4 6 -6 -2 18 -3 10 -4 25 13 16 -9 -8 17 26 -5 -20 -16 -1 24 -24 -14 -11 27 28 -13 -30 31 34 -33 -34 -27
right_child=1 2 9 7 5 -7 15 14 -10 11 -12 12 22 -15 20 -17 -18 -19 19 -21 -22 -23 23 -25 -26 30 -28 -29 29 -31 -32 32 33 -35 -36
leaf_value=0.0039525316288567007 0.029939346604547251 0.0078631937492292057 -0.031018210827073983 -0.11449440461970478 -0.029604044705171469 0.036706918608992181 -0.052954997952355476 0.026143502156356274 0.055686577365232776 0.067750861837370266 0.064010237446360863 -0.048924078182454561 0.013460362965665823 0.046605663283702067 -0.032794043676014628 -0.013058717678618921 -0.052053268472256137 -0.080359615390419858 0.096279784465824428 -0.018933667515921342 0.025708959502989737 0.028922053863237332 -0.024456584345027163 0.0072686417770505482 0.10471934575736547 0.017160910490362051 -0.038809798481197214 0.10413885516341351 0.033253661837328162 -0.05624717266184618 0.049240332689022413 -0.035592831647207578 -0.058793360114526808 0.034553417769362049 -0.0051936597249485862
leaf_weight=138.12092647382042 1.9571043982250582 8.9537679948152782 5.2904136087745419 0.23073020181618531 1.1852329525863741 4.9107031649618875 1.580724116982309 3.0614969458692931 1.4919412047565845 0.50056787556968885 0.36652545805554826 0.85437098937109124 2.2848709912868794 0.50863127991760837 1.9626442416047214 9.2375142148212017 2.6741430160909658 0.58539581735385571 0.1721597948235275 34.212808282101832 0.88264761597383756 3.3755420045126803 5.6193590724119513 6.6118496990802669 0.28881388774607319 8.6932298017636729 1.4531159907055551 0.31377345143118862 1.4206117586691127 0.33240747560921602 0.90099652271601272 2.721797571044589 0.31186533952131856 1.1641358903434591 8.1729567462571122
leaf_count=29341 593 2370 1116 72 150 1487 600 823 436 37 72 167 659 117 1065 4705 579 125 60 18759 389 593 1997 2703 44 2162 369 75 394 106 237 696 76 336 1782
internal_value=0 -0.0059948 -0.00170696 -0.0104358 -3.04069e-05 0.0238141 -0.0114081 -0.0152816 0.0146937 -0.00506152 -0.0248611 -0.00259515 -0.00993062 -0.0245024 0.00649544 -0.0188882 -0.0292403 -0.01694 -0.0189976 -0.0183568 -0.0146456 0.00454821 -0.00191636 -0.00730681 0.0237013 0.00489764 -0.00845279 0.00664812 -0.00508392 0.0162825 0.00346526 0.00150726 -0.0178635 0.0148301 0.00632841
internal_weight=0 120.909 61.5155 59.3938 18.8713 6.09594 12.7753 40.5225 10.4457 51.0698 5.65694 45.4129 22.9473 8.14245 5.90679 10.8182 7.63382 4.95968 34.6157 34.385 2.84529 141.496 14.8049 12.2312 2.57368 22.4655 4.37428 2.92116 2.60739 1.75302 21.965 21.064 4.1978 1.476 16.8662
internal_count=75292 45358 16655 28703 7535 1637 5898 21168 2806 13849 1188 12661 7335 1932 2277 5305 1815 1236 18891 18819 1454 29934 5403 4700 703 5326 1111 742 667 500 5289 5052 1108 412 3944
shrinkage=0.1


Tree=79
num_leaves=36
num_cat=0
split_feature=8 9 5 5 8 9 8 9 11 11 9 5 8 10 7 5 7 11 7 7 7 10 6 6 14 8 9 6 8 10 6 10 7 14 5
split_gain=0.280657 0.378924 0.273779 0.507381 0.251211 0.232558 0.432203 0.215338 0.211893 0.208423 0.200226 0.195685 0.235786 0.19031 0.400621 0.594835 0.296554 0.232219 0.375395 0.257265 0.397652 0.24679 0.203436 0.223242 0.17738 0.171578 0.161919 0.161285 0.374462 0.2993 0.229295 0.246658 0.368192 0.258669 0.228862
threshold=-0.029356507771621108 -0.42526974728621642 -0.07683836389876296 -0.077086782585767677 -0.0014781384358096359 -0.42447059611136456 0.12793013552089363 -0.42526974728621642 0.01038801033449803 0.032142659817027346 0.86275297501296611 0.5030478177502512 0.33317573616109269 -0.094579467094789288 -0.36551821136776708 -0.084770577983267467 -0.28546658359422439 0.0015937472834704103 0.74625479228728475 0.15982662209885781 0.16909939930178911 -0.19654991179956058 1.0456146907669843 1.3993381313731048 -0.56829195073727445 -0.073832237947015183 0.10550090276415193 -0.3795817459311735 0.14179453926098037 0.01002737787402694 0.031036082772056165 0.334003389468496 -0.050306239124350574 -0.0543807977405944 -0.064869743693363568
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 6 -2 -8 -5 10 11 12 27 14 15 -3 22 18 19 -16 -21 24 -15 -24 -19 -22 -26 28 34 -30 31 -29 -33 -34 -4
right_child=2 13 9 4 -6 -7 7 -9 -10 -11 -12 -13 -14 16 17 -17 -18 21 -20 20 25 -23 23 -25 26 -27 -28 30 29 -31 -32 32 33 -35 -36
leaf_value=-0.039770856006942273 -0.0015330839545330847 0.13762108653335711 -0.031425422370394925 -0.032440037623368188 0.036197790587167371 -0.0078968394231530032 -0.017299867567860405 0.063936387172760359 0.032679860904179243 -0.043701535502588353 0.017509546235197137 0.076454243179058676 -0.031332238510845871 -0.005054130630223504 -0.0073675816965855625 0.014120927063931636 0.0076885930864387404 -0.046897115411651806 0.05465276440728091 -0.12345154270940335 -0.016318894290769301 -0.041497919865606435 -0.093576778285575715 -0.004392723929193907 0.0089057507412748527 -0.060846205454092965 0.071120006589296472 -0.015636325247520143 -0.006105542794602274 -0.058449918354678276 -0.0047071229398181064 -0.12322647610136668 -0.068788195186647 0.037815567387379345 0.010996243450758659
leaf_weight=2.0765622029139186 6.8270948882563953 0.43095031591656141 1.3865884706792773 1.1689659657422455 5.7828375789104021 24.078355850124353 0.39785280475916818 1.8144109034910798 0.87272753473371256 1.5562979912720027 3.2601477430434889 0.27441999900474812 4.134629380387195 10.266339460045854 17.542323382640468 4.1039599751529741 86.709826114853513 0.55099026137031515 0.8326973516959687 0.43154949657036823 4.9676411092295893 1.0641684936417721 0.57286154641769715 0.55028539028717205 11.871550460040449 1.0479402194905558 0.43360802620009131 15.34286077053912 3.1793654872781181 1.6641139541534355 29.052620068980559 0.55019524419913068 0.4946634475782048 0.42161696945186011 15.353607143177213
leaf_count=504 1374 127 487 195 1207 9518 126 242 165 529 871 93 2340 2385 4228 593 19304 115 92 64 880 407 143 154 2067 268 115 6329 1764 581 12493 100 132 163 5137
internal_value=0 0.00263612 -0.00395379 0.00264861 0.0255511 -0.00276243 0.0109142 0.0493269 -0.00460435 -0.00747946 -0.00672898 -0.00782872 -0.00815184 0.003259 -0.00226488 0.0258571 0.00569591 -0.00555663 -0.0113544 -0.0136456 -0.0307276 0.00478169 -0.00947464 -0.0498811 0.00861249 -0.0240757 0.0110981 -0.00673081 0.000397466 -0.0240899 -0.0100855 -0.0193814 -0.0585635 -0.0197356 0.00748246
internal_weight=0 143.453 117.613 40.9422 7.82453 33.1177 9.03936 2.21226 2.04169 76.6711 75.1148 71.8547 71.5803 141.377 43.2774 4.53491 98.0993 38.7425 24.8222 23.9895 6.44713 13.9203 11.3895 1.12315 12.8561 6.01558 12.3052 67.4456 21.5837 4.84348 45.862 16.8093 1.46648 0.91628 16.7402
internal_count=75292 31446 43846 12827 1567 11260 1742 368 360 31019 30490 29619 29526 30942 8956 720 21986 8236 5532 5440 1212 2704 2682 297 2297 1148 2182 27186 7969 2345 19217 6724 395 295 5624
shrinkage=0.1


Tree=80
num_leaves=36
num_cat=0
split_feature=3 1 9 1 3 6 6 6 6 6 3 7 9 9 3 7 11 9 9 12 6 7 6 3 6 6 6 6 3 12 6 1 3 6 3
split_gain=0.773627 0.249405 0.250202 0.301473 0.244396 0.253949 0.215103 0.231676 0.197392 0.787946 0.245774 0.273415 0.207227 0.39562 0.310764 0.197229 0.344195 0.191304 0.187955 0.401669 0.237803 0.26942 0.270119 0.26055 0.272963 0.2439 0.195609 0.578347 0.282652 0.196028 0.191914 0.27074 0.242273 0.230106 0.245595
threshold=-0.23411255403334505 0.096229873597621932 0.85293977788834507 0.10277193412184717 0.18509006290696564 -0.23140595963734117 -1.5661380076391256 -1.0685417468898235 0.28394296148061365 0.29235682737245711 0.063203864730894579 -0.52560402222749436 0.42622079570493049 0.85293977788834507 -0.13426675926893947 0.17989885233344011 -0.0049706001484132421 -0.12748097560824609 0.40510112709262819 0.0034946157710019628 -0.15431017180303497 0.1562269255712396 0.90970042350830405 -0.88457808474777255 0.52035991123550396 -0.19169279074810355 0.12600163301092104 0.13403271468099043 -0.28233784134499723 0.011601753833615397 -0.16068007307010998 0.0024274536408483986 -0.99271512333143608 0.017786683352216785 -0.82112247592885967
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 6 -4 5 -2 -3 -8 12 -10 11 -11 -7 15 -15 16 -14 -6 26 20 25 22 23 -22 -25 -20 28 -28 30 -30 -1 33 -33 -32 -35
right_child=1 2 3 -5 17 8 7 -9 9 10 -12 -13 13 14 -16 -17 -18 -19 19 -21 21 -23 -24 24 -26 -27 27 -29 29 -31 31 32 -34 34 -36
leaf_value=0.0082819184221299431 0.0052923964412454191 0.10035940279954712 -0.10003386020419139 0.009735801929531657 -0.0025059535628975229 -0.014918676200289208 -0.050185691853750797 -0.010709414764373306 0.11465403586005701 0.061659886314408302 -0.044835025343034351 -0.00043602578911714493 0.096616198472296785 -0.063129363685013928 0.0041411282752560237 0.096335280146354452 -0.025305190112286564 -0.03347923791408005 -0.031433590969090812 0.013630198241828543 0.039093285776635289 0.028427885650503099 -0.063429152491289026 -0.046214239904277449 0.031343526683313194 -0.12204330322583418 -0.081287305589504866 0.0056896382644092656 0.071925765529613758 -0.0076473992698634103 0.054575467888481402 0.064926949624587019 -0.0041877529805792414 -0.0077810528763783866 0.052698367985546446
leaf_weight=31.885408425054262 51.08134891584632 0.17143541503173665 0.25761213328223576 8.6935433840408205 4.0494407636761025 21.427537653155017 1.5302110789052665 52.224801844158719 0.61164043299504811 0.74258787484723932 1.1824122172256455 15.715179584629364 0.38004500660463236 0.85757037578150574 3.4470015394035731 0.5719168623254518 0.59260620629356597 3.9288200999267238 1.2410861529206156 7.3358872920216527 0.88317663854104411 1.391809382708743 1.1602091777604071 1.6508872520353173 0.62580662663094688 0.39055928400193796 0.78271534416125987 32.858658086095147 1.3283274659825099 0.40366930130403478 3.4307804185809818 0.58392898171950935 3.8589360951427807 1.7078463200887202 1.1064258112746754
leaf_count=5944 11533 100 45 2406 2054 5976 684 24856 111 213 553 4277 78 160 728 85 139 2525 216 1186 140 216 187 296 107 60 88 7700 322 61 450 133 1146 218 185
internal_value=0 -0.0039293 -0.00890648 0.00657666 -0.000937059 0.00045209 -0.0114765 -0.0118332 -0.00497856 0.00307088 -0.000798054 0.00236579 -0.0103647 0.006318 -0.00926071 0.0497345 0.0223333 -0.0177585 0.00746006 -0.00292011 -0.0194532 -0.0098353 -0.0221626 -0.0070108 -0.0248955 -0.0531224 0.00941492 0.00366599 0.0137801 0.05338 0.0121691 0.0237658 0.00489604 0.0371902 0.0159963
internal_weight=0 167.466 62.8776 8.95116 104.588 96.6098 53.9264 53.755 45.5285 18.2518 17.6402 16.4578 27.2767 5.84914 4.30457 1.54457 0.972651 7.97826 92.6261 14.6794 7.34353 5.71189 4.32008 3.15987 2.27669 1.63165 77.9467 33.6414 44.3053 1.732 42.5733 10.6879 4.44287 6.24505 2.81427
internal_count=75178 56523 28091 2451 28432 23853 25640 25540 12320 5154 5043 4490 7166 1190 888 302 217 4579 18655 2408 1222 946 730 543 403 276 16247 7788 8459 383 8076 2132 1279 853 403
shrinkage=0.1


Tree=81
num_leaves=36
num_cat=0
split_feature=2 1 4 14 15 2 2 14 2 15 8 15 2 7 4 2 11 8 7 14 15 11 8 7 7 4 4 8 4 4 2 4 15 2 4
split_gain=0.670147 0.251414 0.213385 0.229473 0.197449 0.178307 0.192767 0.283548 0.187259 0.248872 0.219034 0.207317 0.192188 0.192165 0.176584 0.183672 0.173282 0.171745 0.182801 0.179022 0.170669 0.169072 0.287338 0.239235 0.205614 0.299813 0.179297 0.214831 0.178925 0.177449 0.279546 0.253193 0.30585 0.213673 0.218367
threshold=0.01239315001294017 0.0029893139144405727 2.6925265956379011e-05 -0.41461172311968125 0.28639379692250438 0.018039708025753502 0.015523899346590044 0.16283591484313542 0.023955002427101139 -0.048625564758694159 -0.56304010222928169 -0.091862938660813936 0.98937973380088817 0.14983270376527838 -0.014398800209164618 0.075624063611030592 -0.0023784916050158087 -0.06106228305209109 -0.084660198324235089 0.035957876877076099 -0.053531963380654017 -0.0052332716244503467 -0.34563868590084484 0.35778804882310794 -0.14932690926648179 0.040254608727991588 0.29714691266417509 -0.3753618593955772 -0.0087066472624428553 0.10626303404569627 1.6819213669805325e-05 0.046137759461998946 0.62893697686446515 0.011165643576532604 0.54420686885714542
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -4 6 20 -8 9 -7 -10 12 -12 -11 17 -16 -6 19 -19 -5 -3 26 24 29 25 -23 -1 -28 -26 31 -31 -24 -33 34 -32
right_child=1 5 4 14 16 8 7 -9 10 13 11 -13 -14 -15 15 -17 -18 18 -20 -21 -22 22 23 -25 28 -27 27 -29 -30 30 33 32 -34 -35 -36
leaf_value=0.0033088851182965619 -0.053006311817776319 -0.029402143557818439 0.016902262431478004 0.071036600248883155 0.032652146542048732 -0.010095619496832371 -0.05531912215709453 0.0098771015220833688 -0.10138959605372061 0.015848098267805477 0.0012318852889021605 -0.0086850058293529691 -0.041891194516836788 0.068951996945515168 -0.0069073995678744036 -0.076618416767685757 -0.044628450589938438 0.034861761171301006 -0.036818138047777359 -0.0034693499343969323 0.011947944748800884 0.034808363420374334 0.0097337668185090136 -0.017861313145730914 0.015280686496921195 -0.065447494790257979 0.02828684453016608 -0.042384799600732923 0.063987561549096059 0.096620624496750948 0.019539470319494476 -0.025092385547623022 0.077164141705615266 0.10050883293018098 -0.061263684501983488
leaf_weight=48.717582895782471 1.0076449801563283 1.7626431836179106 12.721497883339905 0.81886166136246175 0.40698067710036401 3.0221307279716711 2.5337939576420472 0.90547686320496712 0.23917452280875195 2.8784829279102264 40.124155677456656 76.189974093757428 1.0608128608528193 0.89277914213016618 1.8164692381979 0.47725766315124918 1.0106600043363858 0.59969547973014392 0.87474330034456194 0.53202602447709069 2.301441159201203 0.87058703571165075 36.875379656400128 3.388295213400851 1.1562579471501524 0.45374980039923685 0.56941267708316479 1.75854919910489 2.1690250965912119 0.49962056260846921 5.6113647707279597 3.6410996295089713 0.31804999608721107 0.30520181666361157 0.35564724849245966
leaf_count=9267 141 508 1785 137 67 858 747 272 65 984 14380 31145 826 226 324 103 165 122 185 97 715 155 7796 624 189 80 117 473 341 53 1239 790 61 47 94
internal_value=0 -0.0041672 0.00620279 -0.00938548 0.0129574 -0.00576037 -0.020731 -0.0381545 -0.00485745 0.0112855 -0.00578987 -0.00559507 0.000121152 0.0284195 -0.000799059 -0.0214122 -0.0224425 0.0159356 -0.00766392 0.0416936 -0.00598609 0.00616963 0.00998243 0.00781257 0.0337804 0.000458278 0.00201334 -0.0250987 0.0470513 0.00963986 0.024632 0.00715362 -0.0168778 0.0188977 0.0147234
internal_weight=0 152.177 20.2658 6.1267 14.1391 131.911 7.50336 3.43927 124.408 6.79339 117.614 117.375 41.185 3.77126 5.11905 2.29373 1.41764 2.82533 1.47444 1.35089 4.06408 106.69 55.6443 50.9947 4.64962 1.32434 51.0455 2.32796 3.32528 47.6064 6.77183 40.8345 3.95915 6.27221 5.96701
internal_count=75178 53852 3126 1109 2017 50726 2242 1019 48484 2068 46416 46351 15206 1210 968 427 232 541 307 234 1223 21326 11469 10704 765 235 9857 590 530 10080 1433 8647 851 1380 1333
shrinkage=0.1


Tree=82
num_leaves=36
num_cat=0
split_feature=3 2 3 2 10 10 10 2 3 10 10 2 7 12 12 11 10 12 12 15 10 15 2 3 11 11 12 2 11 3 11 10 3 10 12
split_gain=0.744702 0.277307 0.225619 0.247793 0.241917 0.304843 0.202481 0.207283 0.251756 0.20031 0.358139 0.38921 0.282966 0.279665 0.274722 0.271467 0.269277 0.251887 0.352505 0.332112 0.572849 0.300893 0.278277 0.242689 0.233936 0.223244 0.218011 0.25072 0.212549 0.212004 0.229907 0.227663 0.21108 0.194003 0.193763
threshold=-0.3742739883018657 0.030505725182592872 0.55988206714391719 0.55831882357597362 -0.45095191509853044 -0.4509362535116449 -0.17881655111743691 0.60191500186920177 0.60374784795567404 -0.19737377894102462 -0.19654991179956058 0.011165643576532604 -0.29884307631549206 -0.002500239005334757 0.00071041832741129208 -0.0088761895712955122 -0.063758888514185152 -0.00088601460007195541 -0.00064752497215767708 -0.051921621588649165 0.27225864042426501 0.10054753956092551 0.2508635967969895 -0.07778916414827107 -0.030658723268224043 -0.0013025875567115512 -0.0062333292561601522 0.020444096066057686 -0.0039964555278111918 0.37579783319961285 -0.020911035294101318 0.55613264659122341 -0.098204115638509379 0.68220586533635408 -0.01545576059916067
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 -8 -9 15 11 13 -13 -11 -15 32 -12 19 23 29 24 25 -20 -19 -21 -22 27 -26 -25 30 31 -18 -7 -27 -17
right_child=2 -3 6 -5 5 9 7 8 -10 10 16 12 -14 14 -16 34 17 18 22 20 21 -23 -24 28 26 33 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.0091953901667535462 -0.040393773302081284 -0.020038062130730283 0.0098773331034234038 0.064306418718515182 0.021135572356432167 0.031852088736196819 -0.067082320100134762 0.10143519284584356 -0.016598602328394357 0.038501858254084594 -0.013849160235428841 0.059414981146786297 0.01671970463830157 -0.071558855230857685 -0.0059378633574511249 -0.0613101735112829 0.062142397705595202 0.12291246439450468 0.0002831457726331821 0.073592501719494219 -0.052023803126494045 -0.083144104403183983 0.034627946098723321 -0.046602497344828339 -0.058277691160336209 -0.043206113351355019 0.0037344574424690996 -0.009789667103578592 0.054569253219140482 -0.06407960502453347 -0.0014797752847473598 0.0067650961354453077 -0.053733214041598115 0.016285818789354266 -0.0054174055128596446
leaf_weight=78.425322473738561 1.6671960928833858 3.3849531906453185 3.1432167979310206 0.55708604273968276 5.4480501201469442 0.33026671758852932 0.81073552402813476 0.18273887598479888 16.225790020682325 1.2293735237326471 20.8409863230263 1.9910868118167862 7.0438615385501153 0.72520784498192625 5.3042460500728339 0.6478883500822129 1.1960968763742195 0.36245453420269758 47.612261518905143 0.36687291746056949 2.2961386633760412 1.3911232495811416 2.4821398304229652 0.28022431509452861 1.442722138148383 0.92158364246279179 7.4967937240944593 4.0882839567166229 0.8018461395331532 0.48408324556657945 18.174206123912882 1.9570994183886794 2.260808039387487 1.3527062720677347 14.533946437311894
leaf_count=15089 729 1178 2295 346 1373 123 332 133 11132 192 9067 399 1648 102 658 192 283 72 11890 90 483 329 928 81 459 249 2344 1295 219 182 4847 413 712 301 5013
internal_value=0 0.00798584 -0.00356514 -0.00226732 -0.00250701 -0.00209434 -0.0134624 -0.0177229 -0.0152841 -0.0029517 -0.00158881 0.0122755 0.0261287 -0.00496744 -0.0138306 -0.0129084 -0.0035783 -0.00126935 0.00338928 -0.00710161 -0.0166361 -0.0424228 0.0019849 0.0520913 -0.00515921 -0.0300283 -0.00737692 -0.0224374 0.0283687 0.00135959 0.00284491 0.0277713 -0.0428242 -0.00782139 -0.00780264
internal_weight=0 81.8103 175.649 155.287 154.73 153.062 20.3625 17.2193 16.4085 147.614 129.841 16.2938 9.03495 7.25883 6.02945 17.7729 113.548 92.7066 51.5389 41.1677 19.3562 5.96155 50.0944 1.44452 13.3947 4.57043 13.0278 5.53101 1.08207 21.8115 21.3274 3.1532 2.59107 2.27429 15.1818
internal_count=75178 16267 58911 45019 44673 43944 13892 11597 11265 42571 36531 2999 2047 952 760 6040 33532 24465 13190 11275 5550 1362 12818 372 4188 1033 4098 1754 300 5725 5543 696 835 550 5205
shrinkage=0.1


Tree=83
num_leaves=36
num_cat=0
split_feature=3 3 1 1 5 14 1 10 1 5 12 5 5 11 5 5 11 3 14 14 4 4 4 3 4 4 12 4 14 4 4 12 4 3 14
split_gain=0.676428 0.234821 0.307316 0.364218 0.239903 0.252193 0.243339 0.231525 0.199322 0.38831 0.184522 0.178115 0.195651 0.169122 0.168599 0.24202 0.210664 0.209499 0.395895 0.429195 0.330009 0.324357 0.281416 0.599738 0.47341 0.472711 0.413483 0.39503 0.306782 0.253679 0.245414 0.241144 0.320687 0.231298 0.224921
threshold=-0.50384523533284653 0.18509006290696564 0.24268350005149844 0.24734453111886981 0.085550237025629028 -0.36805087093406313 0.0054924488067626962 -0.45095191509853044 0.22742266952991488 -1.0000000180025095e-35 -0.0044401515602501733 -0.083373622314435847 -0.072066042486262458 -0.0052332716244503467 -0.079267941465553826 -0.040915929170889966 0.00026299978122247059 -0.90319584916869633 0.64748696732418476 -0.066130976501950503 0.046137759461998946 -0.10412312299013136 -0.016849916428327557 -0.92745064973132674 0.024429239332675937 -0.020110715180635449 0.003579206144910696 0.0044676754623651513 0.14767105896745078 0.29714691266417509 0.0065082041546702394 0.0090921996439226969 0.0050346776843070993 -0.97415880602784444 -0.41461172311968125
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 7 -4 5 11 -6 -2 -9 -10 -8 -3 -13 -12 -1 16 -16 18 19 21 22 -17 25 24 26 -21 27 28 33 -22 -29 32 34 -24 -23
right_child=1 4 3 -5 6 -7 10 8 9 -11 13 12 -14 -15 15 17 -18 -19 -20 20 29 31 23 -25 -26 -27 -28 30 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.020327221312819846 -0.043016548833281515 -0.059397176837578392 -0.087149576422676178 -0.011246371657258803 0.11969271770088608 -0.021290217921703214 -0.018750034787478765 0.00020834403283298298 -0.01852207723164442 0.087636619044500014 0.03027927263349961 0.0712713093405382 -0.0016645136809334525 -0.0014700573393913645 -0.019115231233201573 -0.044642904916862319 0.0082011982394172914 0.00072399032674403351 0.043701484108216899 0.0044709005879322713 0.036370049032172745 -0.012183968045233454 -0.085227006236830383 0.075935946580898583 -0.087375158571248571 0.10933565135257917 0.019940297798107597 0.055804187890097681 -0.007131644391021103 -0.019511747367404051 -0.020560406155888378 0.077683135340554876 0.0022346576756953119 -0.013018413995863396 0.061034713469344373
leaf_weight=9.9337006372861634 1.2277213043162181 0.24999411666067306 0.65850058669457467 15.816893432442155 0.16569250895190535 17.96918292848386 4.5708698517228177 129.09840765629087 0.64324201297131367 0.74205432087182888 2.1617848247988132 0.6806150369811802 0.8002010012587587 7.4934330351970857 6.3004180904390505 0.53112142083409697 5.1154104537854437 18.832378572680682 3.9344604565849286 7.3244577867990301 4.1193293240939957 0.49800148059148375 1.8779822727501603 0.67490634917340209 0.98085431730942207 0.45667115095420996 2.4991615831822855 0.69977931200992305 1.2380031293869249 1.0119027382024794 1.0557616979349402 1.1774357426038475 2.6292386653658468 0.58079243497923005 2.6633740432735058
leaf_count=2559 485 176 160 5987 55 12141 2019 33796 248 198 708 287 572 3853 747 107 601 4659 641 1222 676 109 380 109 173 64 399 105 181 270 193 138 578 166 416
internal_value=0 -0.00312565 -0.0014041 -0.0142801 -0.0106087 -0.0177787 -0.000794222 0.000206523 0.000613209 0.0383434 -0.00219755 0.0186776 0.0318584 0.00563856 0.0082036 0.00632775 -0.00687479 0.00918304 0.0138749 0.00996563 0.0030655 0.0306863 -0.00351053 -0.0149595 -0.0218274 0.0106254 -0.0137417 -0.0291804 -0.0477294 0.0253499 0.00987942 0.0364281 0.0280395 -0.0681705 0.0495008
internal_weight=0 182.279 148.187 16.4754 34.0918 19.7 14.3918 131.711 130.484 1.3853 14.2261 1.73081 1.48082 9.65522 74.1351 64.2014 11.4158 52.7856 33.9532 30.0188 22.5196 7.49917 17.3884 9.60724 8.93233 7.78113 7.95148 5.45232 3.69678 5.13123 1.75554 6.96805 5.79061 2.45877 3.16138
internal_count=75178 60685 40874 6147 19811 13176 6635 34727 34242 446 6580 1035 859 4561 14493 11934 1348 10586 5927 5286 3938 1348 2992 1706 1597 1286 1424 1025 727 946 298 1241 1103 546 525
shrinkage=0.1


Tree=84
num_leaves=36
num_cat=0
split_feature=3 9 2 3 8 14 4 4 9 8 3 8 11 3 4 14 4 14 14 0 3 8 2 0 14 4 4 2 3 4 4 2 3 14 4
split_gain=0.636843 0.209558 0.517739 0.27748 0.239581 0.265488 0.367579 0.213729 0.204743 0.192192 0.191372 0.181991 0.181049 0.262518 0.372614 0.262401 0.468194 0.409731 0.341673 0.282048 0.254019 0.233567 0.209837 0.199859 0.283768 0.858799 0.302045 0.194814 0.180333 0.19712 0.178216 0.171895 0.194017 0.170416 0.163329
threshold=-0.036335057578980916 0.85617956675140727 7.479129271814601e-05 -0.97777841063361837 -0.090452136783720785 0.27240841898974116 0.0065082041546702394 -0.026469974778592583 0.86036874986149092 -0.50618505453481533 -0.9360638263169675 0.081166403551461416 0.018032738385185054 -0.97777841063361837 0.29714691266417509 -0.062552379119151028 -0.10412312299013136 0.13557660569548449 0.11544222210465614 0.00022465633810497823 -0.99393316336272608 -0.079243616621476609 8.7211533355002774e-06 0.00042990296788048005 -0.029771628885812147 0.0050346776843070993 -0.0016372386926377656 0.0012567906524054708 -0.18390323617495594 0.070382721722126021 -0.0067835674853995434 6.3134055380942314e-05 -0.98587306522676943 0.75808479348569846 -0.030176250264048573
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 9 -3 -4 5 34 7 -7 -2 -1 -6 -10 13 14 15 16 -11 18 23 -19 -18 -21 -15 30 25 26 -25 -14 29 -29 -17 -26 -33 -9 -5
right_child=8 2 3 4 10 6 -8 33 11 12 -12 -13 27 22 -16 17 20 19 -20 21 -22 -23 -24 24 31 -27 -28 28 -30 -31 -32 32 -34 -35 -36
leaf_value=0.026333343591611935 -0.0063789310359610336 0.04580953246822108 -0.058599771154644813 -0.036632754110091162 0.043052077349142348 0.016477731770065972 0.036517971672964833 -0.064851329027645399 0.035027058657388033 -0.04678068743523995 -0.020257153363424388 -0.0045416935483885701 -0.0095729394345913446 0.035540841880499517 -0.055591394239078662 -0.046902905877443196 0.014594775544513584 0.051573462367562078 -0.08163629446658742 -0.00075399067672845686 0.062107209070994866 0.045509628503159399 0.00076726619244814288 -0.023075172209176306 0.05216643811170063 0.065088185880494753 -0.12245350175079267 0.071419723117534056 0.013928684412531426 0.0072065211495060651 -2.9051042983228024e-05 0.025465589251059552 -0.04403521019264952 -0.001893729541524681 0.025676822665813816
leaf_weight=4.5530985281147869 113.85889412039478 1.8750803885050142 1.0733409303938994 0.46159588731825341 0.50284516555257575 0.67236870829947371 1.042141009820625 1.6038847272284331 2.2998669712105757 0.62496720130729944 9.4606873109005285 2.3501596156129381 1.5514473171060661 1.7752117768395681 0.75737256103457085 1.3579658973394546 1.7510485714574313 2.8717897428141423 0.53583863817039024 3.7636523101318744 3.1486139554035679 1.5368954786681568 77.260266520683217 0.63658880598086387 1.6216195585934614 0.74928852079392516 0.58863112813560725 1.5748918508543281 2.7895394957158719 0.68642485704913259 2.014229226642783 1.7551311490897248 0.52085902707039666 0.58740986697375763 4.7462771011050844
leaf_count=741 44326 255 150 70 69 111 168 261 512 116 1849 763 181 210 207 142 296 309 96 605 507 208 19714 135 224 137 113 333 567 117 240 435 145 100 782
internal_value=0 0.00448153 -0.00445071 -0.00912761 -0.00634415 0.00537317 -0.0143352 -0.0328416 -0.00553894 0.00620089 -0.017062 0.0150287 0.0053666 0.0043402 0.0134453 0.0156725 0.0347302 0.00980771 -0.00400209 0.0263344 0.0451271 0.0126602 0.00154831 0.00049791 0.0116404 -0.0192451 -0.0708194 0.021421 0.0309412 0.0519277 -0.0189049 0.0272868 0.00956037 -0.0479746 0.0201541
internal_weight=0 136.451 22.0256 20.1506 19.0772 9.11368 3.9058 2.86366 118.509 114.425 9.96353 4.65003 109.872 103.27 24.2345 23.4771 5.52463 17.9525 9.78015 8.17234 4.89966 5.30055 79.0355 9.24431 5.87212 1.97451 1.22522 6.6023 5.05086 2.26132 3.3722 3.89761 2.27599 2.19129 5.20787
internal_count=75194 29593 3815 3560 3410 1492 640 472 45601 25778 1918 1275 25037 23839 3915 3708 919 2789 1667 1122 803 813 19924 1571 1189 385 248 1198 1017 450 382 804 580 361 852
shrinkage=0.1


Tree=85
num_leaves=36
num_cat=0
split_feature=3 13 12 9 0 15 15 15 0 6 7 6 0 6 6 15 6 6 15 13 6 6 6 0 3 15 7 6 15 6 0 15 7 12 9
split_gain=0.579801 0.212422 0.216558 0.182922 0.278788 0.287067 0.204912 0.244275 0.308186 0.222956 0.263859 0.251767 0.177366 0.274305 0.203934 0.312814 0.213458 0.200211 0.196736 0.199216 0.171273 0.196325 0.167337 0.3663 0.163356 0.214666 0.171977 0.218612 0.16857 0.163838 0.335938 0.18786 0.2106 0.187293 0.162625
threshold=-0.036335057578980916 -0.0023127844729642385 0.010498742790766199 0.55017754249849105 0.030149720609188083 -0.0071654106623775882 -0.69539688809155975 -0.11117550457829506 0.1266974359750748 0.30326675099012296 0.50715515677139666 -0.45223161497300818 0.00022465633810497823 -0.048751439903261827 1.1050842017869595 -0.04460695929062234 0.95116213213569789 0.82685001331323804 0.49692857003305252 -0.0014846026970244813 -0.70782144431353233 -0.24185156950711306 -0.8805764007511353 0.040632512420415885 0.76947344601649104 0.90292206757961468 -0.54384664662975857 -0.40257591459927694 1.0232806750901762 -0.23140595963734117 0.0087776356376707571 -0.48641000926669048 0.022523789402600008 -0.016599000315331902 0.13226647512525158
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 2 3 -2 5 -5 -6 8 -8 11 -11 -9 13 18 16 -16 17 -15 19 -1 -21 -22 23 -3 25 26 27 -24 -27 34 31 -31 -33 -32 -28
right_child=1 22 -4 4 6 -7 7 9 -10 10 -12 -13 -14 14 15 -17 -18 -19 -20 20 21 -23 24 -25 -26 28 29 -29 -30 30 33 32 -34 -35 -36
leaf_value=0.014627603391047501 -0.0063901121348761388 -0.060380865506561847 0.020317387485926305 0.089474344391673316 -0.070188660612093529 -0.0017749971062980534 -0.029177568181436016 0.025446042503718215 0.051568810271064441 0.029706736659012981 -0.073312355090730197 -0.041031393444062238 0.0025389482494606133 -0.0018330488210465531 0.061682472891746193 -0.0052916338565565501 -0.057660976079652509 0.056844111443451167 -0.0089045944665231344 0.072333279446568075 0.0095541657176147522 0.060529417152903553 -0.061719570855355378 -0.0067919590922591467 -0.01892607966575564 -0.091983596052904362 -0.0017570120135727051 -0.0022615046425873138 0.0094000038092385829 0.034671722702397267 -0.048765639027187974 -0.015494716168616191 -0.065148001336222006 -0.0028658983643320628 0.017031560283669884
leaf_weight=4.381345286492432 26.679955876003078 1.9227132698069898 4.8776398950794819 0.81228481806465425 0.36901565635343914 0.59900692687369772 0.62811408453853745 0.76425174981704813 1.9100943727535193 2.0399045897574983 0.28312773013021786 2.2380188899987856 108.86793306365553 11.787508926256118 1.3832759529177567 1.4064567898603844 0.65154274809174317 0.61167419073171991 1.5315196505398478 1.4877658683690227 1.7914332507061761 1.3066004936408768 1.1681745330570268 3.7893885042140028 9.9568062150906353 0.49763543908193142 22.531079827018402 1.313885322466368 0.24461477738805115 0.3397709907148968 0.9214844659727558 1.5283562598342677 1.9365498510378527 25.217586235909039 5.7908143883614676
leaf_count=503 10416 460 1409 134 86 123 119 214 485 496 58 501 26329 1478 163 226 96 105 179 116 244 154 305 1650 7511 122 7159 509 97 83 335 434 425 10575 1895
internal_value=0 -0.00526436 0.00053305 -0.00212364 0.00967972 0.0507446 0.00264002 0.00605769 0.031587 -0.0061104 0.0171509 -0.024109 0.00432045 0.011684 0.0033759 0.0279172 -0.00187006 0.0010616 0.0242192 0.0298765 0.0444456 0.0310531 -0.00836007 -0.0248302 -0.0070433 -0.00511917 -0.00446605 -0.0302453 -0.0585718 -0.00336788 -0.00852502 -0.0362878 -0.0432461 -0.00448401 0.00208458
internal_weight=0 118.36 41.2014 36.3238 9.64382 1.41129 8.23253 7.86351 2.53821 5.3253 2.32303 3.00227 135.207 26.3391 15.8405 2.78973 13.0507 12.3992 10.4987 8.96714 4.5858 3.09803 77.1589 5.7121 71.4468 61.49 60.7477 2.48206 0.74225 58.2656 29.9437 3.80468 3.46491 26.1391 28.3219
internal_count=75194 45601 14041 12632 2216 257 1959 1873 604 1269 554 715 29593 3264 2068 389 1679 1583 1196 1017 514 398 31560 2110 29450 21939 21720 814 219 20906 11852 942 859 10910 9054
shrinkage=0.1


Tree=86
num_leaves=36
num_cat=0
split_feature=13 8 7 12 12 14 14 7 6 5 8 14 6 14 9 13 12 7 5 9 5 6 14 6 9 14 14 12 14 7 14 6 8 7 7
split_gain=0.326873 0.235317 0.222187 0.234874 0.201647 0.200164 0.219579 0.223751 0.206145 0.205491 0.19552 0.223794 0.221854 0.379679 0.259892 0.18892 0.206438 0.186776 0.176435 0.172557 0.1666 0.153211 0.336077 0.235642 0.255206 0.291015 0.185329 0.165933 0.15743 0.219248 0.201339 0.171787 0.152373 0.186535 0.148623
threshold=-0.0024375787979967487 -0.054359873983872757 -0.19138686094937662 0.0024207439322844609 0.020875669426786789 -0.56829195073727445 0.12833770748760048 -0.11012042940625079 -0.63889393655149396 0.098905262027735835 0.10017356951626248 -0.44100397751386139 0.12600163301092104 0.99155216983495487 -0.40437757534726515 -0.0030427189582473849 -0.0044401515602501733 -0.011264091922799377 -0.10929958120212679 0.86431491384104076 -0.26892441419662888 0.26632820109052618 0.80931990112582486 0.35067781105362084 0.55017754249849105 -0.49462017844181533 0.64748696732418476 -0.00088601460007195541 0.23174652627768697 0.43010131448147543 -0.074925889731008985 0.39991219072357481 -0.20214943480478106 -0.25077105278546069 0.21689861096740473
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 15 32 8 -7 -8 -3 17 12 -12 14 21 18 20 -17 -10 -2 -16 -1 22 26 24 27 -26 -14 -23 29 30 31 -25 33 -5 -13
right_child=10 5 -4 4 -6 6 7 -9 9 -11 11 34 13 -15 19 16 -18 -19 -20 -21 -22 23 -24 28 25 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.053532150476486233 -0.043023835849840687 0.055814680188657956 0.012257175743255043 0.070496517823277149 -0.051084741956088565 -0.0087669610954597774 0.0256831441526717 -0.0020319086581912808 0.026308146614851646 0.068733906996682623 0.017472859227526085 -0.016548573437348696 -0.019562107206455927 0.033831964267514857 0.0034107466858501519 0.095931933451299356 -0.023116761682922388 -0.036467275622215876 -0.0074123195316436602 0.063813816734105536 -0.025910059538465025 0.029893998160615578 -0.10717307977031998 -0.047107916705365099 -0.013096240112013184 0.074601438835321568 0.059540178954890312 -0.022232881838561452 -0.021015551505275745 -0.04418127273095529 0.0069272604570944224 -0.0076677387303269607 0.00029409097291899135 -0.0018023373556927493 0.0040846867145684206
leaf_weight=0.27784536047693098 1.6550741507962801 1.1800423230160961 41.425998863171117 1.0724061295331924 0.38559313939185802 24.580694805434177 4.3868832017469677 8.669931088898009 0.83939564604224903 0.41113105637487013 2.6115957647052737 21.767352598752044 7.4780038277767726 2.185736941988579 74.264820972244706 0.29873767287790542 0.28426270616182403 1.0886753585000395 8.7276921414522786 0.47597926665912282 5.2900679903941636 0.94811176334405911 0.43071017206239037 1.2451566705203756 0.56364056351594616 1.1512746668377074 0.30840107217954926 1.7158388323623504 8.1730641407812055 1.3402923858811835 11.170501651749879 9.7671480737044458 1.2899578597061918 0.53483212739956809 4.1578204970246579
leaf_count=95 444 260 8200 191 61 8827 1282 2947 271 108 920 10841 2248 514 20249 52 86 316 1772 102 1264 352 74 337 121 229 90 587 2234 394 3714 3181 230 107 2494
internal_value=0 0.00455394 0.00910306 -0.00474752 0.016851 -0.00106766 -0.00320015 0.00727991 0.0217388 0.0045488 -0.00292505 -0.0104288 -0.00129792 -0.00685447 0.00173598 -0.0162748 0.0378855 -0.00913767 -0.013089 0.00379542 -0.0219458 -0.00886227 -0.0211855 -0.0060553 0.015689 0.0457779 -0.0164291 -0.00368069 -0.0090593 -0.00490512 -0.00253204 -0.0121272 0.0258927 0.046438 -0.0132395
internal_weight=0 92.0165 50.8597 9.4337 3.28279 41.1568 37.6375 13.0568 3.51924 2.3392 160.138 28.5368 131.601 46.4779 85.1236 6.15091 0.583 1.92807 10.3828 74.7408 5.56791 44.2921 8.21712 36.075 4.37887 1.71492 7.7864 2.66395 31.6962 23.5231 22.1828 11.0123 2.8972 1.60724 25.9252
internal_count=75194 24297 10286 2086 589 14011 13056 4229 955 695 50897 14255 36642 14075 22567 1497 138 587 2216 20351 1359 13561 2412 11149 1289 350 2338 939 9860 7626 7232 3518 528 298 13335
shrinkage=0.1


Tree=87
num_leaves=36
num_cat=0
split_feature=1 9 0 5 9 8 8 4 14 14 4 14 5 8 7 7 0 14 9 9 4 0 0 1 5 5 14 4 8 4 4 14 4 0 14
split_gain=0.346085 0.211071 0.295939 0.229427 0.195393 0.251009 0.19052 0.17455 0.307072 0.301062 0.340358 0.296564 0.270614 0.191617 0.293548 0.212518 0.16679 0.157152 0.149482 0.389325 0.262987 0.256006 0.173897 0.156183 0.183625 0.263152 0.156946 0.156261 0.14605 0.143359 0.188008 0.185035 0.206087 0.301319 0.16111
threshold=0.049731217324733741 0.42622079570493049 0.95375770330429088 0.099468669157112929 0.85617956675140727 -0.46839066682477654 -0.22524615243892585 0.0065082041546702394 0.99155216983495487 0.35474287122656611 0.00043919403105974203 -0.27865673025953203 0.094713842090182063 -0.090452136783720785 -0.54384664662975857 -0.69697077079202907 0.00022465633810497823 0.50514554287111268 0.1253045203236561 0.12529450929289079 0.0098277665674686449 0.019115025177598003 0.03145136125385762 0.065014604479074492 -0.07683836389876296 -0.077086782585767677 0.73276314226842731 0.12148910202085973 -0.23035647042492371 -0.045099154114723199 5.1916416850872345e-05 0.83106793480686247 -0.00013408006634563205 0.22945425659418109 0.055880766022583538
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 18 3 6 5 -1 -3 9 11 12 -11 -9 -6 15 -15 -14 -16 -12 19 23 -20 -22 -23 -2 25 26 -25 -26 -27 -8 31 32 33 -31 -32
right_child=1 2 -4 -5 7 -7 29 8 -10 10 17 -13 13 14 16 -17 -18 -19 20 -21 21 22 -24 24 27 28 -28 -29 -30 30 34 -33 -34 -35 -36
leaf_value=0.024238489379755535 -0.020407356024580436 0.052250042266800537 0.10555977629940133 0.02595570196970642 0.072826997063803009 0.0031596374101050401 0.042376440758230743 0.058683727316823767 0.095260943008420529 -0.012723133562996284 -0.11337966189437021 -0.0080999683659346601 -0.060933305608378355 0.049926863487194023 0.027232900444137856 0.014647604564419915 -0.030812873725355468 -0.047486740400071947 -0.026910137658321544 0.031614863419938986 0.1121772369769562 -0.072102939839384886 0.0066541425381617531 -0.0039961695618102346 -0.011879338509317112 -0.041722736986349609 0.049150024784674798 0.02149091735680464 0.038710165885725373 -0.017502192631110591 -0.0087825976064350771 -0.051592440869712 -0.024559792594937919 0.034431299131595205 0.027285634920198226
leaf_weight=5.9075808108100309 7.7992377463779112 0.61485826325952864 0.28311345501060614 3.4681612537242463 0.46662439615466134 129.22117962638367 0.62667442054226441 0.79906440596096207 0.39134226040914644 3.6723192427889435 0.50046486302744586 3.9611598171177311 0.40264850063249458 0.58445485820994036 0.55273267952724747 4.8915203253855024 4.7415816544089466 1.3076896895654497 8.6751329815288027 2.6987518130918025 0.21287861401651698 0.31112929244409349 2.8346783836605027 17.619626353804058 28.429772043886267 0.24885832821019027 0.57374836003145802 1.4760984319291299 2.4314628961728841 2.4991236369351126 2.43809219728064 1.1719548029577698 4.4751696373023035 2.0203944350105303 2.5168854459734575
leaf_count=912 2686 122 105 879 95 30665 140 136 62 671 81 680 63 120 78 819 1015 234 5697 1549 58 98 1191 6877 14478 36 218 505 689 682 704 332 1216 619 682
internal_value=0 -0.00503241 0.00404188 0.0025926 0.00265078 0.00408117 -0.0023592 -0.00602783 0.0101108 -0.0108841 -0.0302098 0.00311053 -0.0017846 -0.00490067 -0.0173283 0.00889929 -0.0247528 -0.0657247 -0.00752212 -0.00552106 -0.0177117 0.00604676 -0.00113516 -0.00723193 -0.00520832 0.00198949 -0.00232014 -0.0102322 0.0312423 -0.0044913 -0.00643361 -0.0142179 -0.00934825 0.00571403 0.00953829
internal_weight=0 93.4258 20.1144 19.8313 157.4 135.129 16.3632 22.2716 5.15157 17.12 5.48047 4.76022 11.6396 11.1729 5.87877 5.29417 5.29431 1.80815 73.3114 61.2776 12.0338 3.35869 3.14581 58.5788 50.7796 20.8737 18.1934 29.9059 2.68032 15.7483 15.1216 10.1666 8.99469 4.51952 4.95498
internal_count=75194 39563 5481 5376 35631 31577 4497 4054 878 3176 986 816 2190 2095 1213 882 1093 315 34082 27038 7044 1347 1289 25489 22803 7820 7095 14983 725 4375 4235 2849 2517 1301 1386
shrinkage=0.1


Tree=88
num_leaves=36
num_cat=0
split_feature=13 4 14 14 15 9 15 4 4 15 4 14 14 9 9 14 15 15 4 12 12 7 0 7 9 12 7 4 0 4 4 14 4 7 14
split_gain=0.254645 0.21809 0.497553 0.349905 0.314052 0.218445 0.201359 0.197185 0.247258 0.284777 0.236565 0.237107 0.22562 0.266947 0.38044 0.213364 0.212198 0.411723 0.290147 0.20514 0.194853 0.190627 0.210684 0.258763 0.230957 0.22143 0.187392 0.185613 0.241764 0.202526 0.32104 0.392662 0.291816 0.183341 0.183921
threshold=4.6313187628336603e-05 0.060593571513891227 -0.85556744356305536 -0.039065442427879002 -0.32758292725870258 0.41217494464551224 -0.42688305330540366 -0.013088417239487169 0.0033054267987608914 0.40878580660019265 0.13552407454699281 -0.038044721249514496 -0.10261466211268544 0.12420016600527489 -0.13337693459316638 0.89347820898678265 -0.051921621588649165 -0.13562095759717521 -0.10412312299013136 -0.011026366610149619 0.018821195200076395 -0.54384664662975857 0.00073476348188705753 -0.11012042940625079 0.29229133600987611 -0.0088620714553294278 -0.011264091922799377 -0.00911950785666704 0.050150237977504737 -0.00011286252993158995 1.7154052329715345e-05 -0.23160835714943717 -5.1460510803735807e-06 0.22598508141078022 -0.4630636667568761
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 -3 4 6 -6 -4 12 19 -10 11 -11 -2 14 16 -13 17 18 -14 -9 -1 -5 -23 -24 25 -25 -26 28 -21 -29 32 -32 -31 -22 -35
right_child=7 2 3 21 5 -7 -8 8 9 10 -12 15 13 -15 -16 -17 -18 -19 -20 27 33 22 23 24 26 -27 -28 29 -30 30 31 -33 -34 34 -36
leaf_value=0.00026275273607163479 0.0241381270589721 -0.11175389872505131 0.016547098577964811 -0.030891690117185951 -0.0056861164990338045 -0.086052826569186988 0.10183087632260848 -0.030126415334830226 0.0027482625161865679 0.023175406576830489 -0.061234548433009406 -0.035759513435340472 0.089160772302620525 0.015461380614787482 -0.033797900355545966 0.062496482904149858 -0.011030535201204832 0.085433640205459294 -0.016445957261232089 -0.053934483571123938 0.027141269102431753 0.050591281467447104 0.041893938272091411 0.049784053457225239 -0.0052994899886930806 -0.005953165277420948 0.082504986569423996 0.001034489981686272 0.0021429598643539303 -0.011363335037196699 0.024553174814108337 -0.01504268565191238 -0.054199152918420174 0.046542892109104589 -0.041828930823596462
leaf_weight=106.97660082855054 4.8838910412923751 0.3212356335134271 0.84288979984557955 0.61906237986113666 7.396414853748869 0.35441844099113939 0.41224921357570543 4.7947753648404605 40.104066599433281 1.38958462998562 1.1834547995531464 2.5712627810607951 0.31076923722866934 6.5935152732463385 4.1319337274617265 0.24178710258274794 3.471853633967843 0.82130185591813631 1.5974023929811665 1.9136113000204198 4.9082825058831068 2.7445205237054262 3.5015579066603104 0.82143624826494477 0.37402791230124421 5.3876779042984682 0.69416848695254862 18.847834206917469 1.2850960531031885 3.3170416870798363 3.4234558702300992 9.3300643106140324 3.0551467308359888 0.3276178888627328 0.83763861755141966
leaf_count=31748 1681 67 172 104 1841 91 72 2059 11092 361 256 711 59 2122 1611 57 843 253 403 548 839 341 840 203 69 1277 122 7224 593 1555 880 3671 1309 53 167
internal_value=0 0.00307309 0.0118452 0.0135604 -0.00184639 -0.00936101 0.0445585 -0.00334051 -0.00537807 -0.000151327 -0.0217413 -0.01062 0.00520343 -0.000259813 -0.0102913 -0.0273142 0.00537111 0.0262338 0.000753402 -0.0105506 0.00125198 0.0233715 0.0258555 0.0195572 0.0088097 0.0014206 0.0517603 -0.00827085 -0.0314051 -0.00632213 -0.0135719 -0.00441388 -0.031901 0.0186757 -0.0169827
internal_weight=0 136.52 23.4697 23.1484 9.00597 7.75083 1.25514 113.268 91.4572 45.4902 5.38609 4.20263 21.8107 16.9268 10.3333 2.81305 6.20133 2.72947 1.90817 45.967 113.05 14.1425 13.5234 10.7789 7.27731 6.20911 1.0682 41.1723 3.19871 37.9735 19.1257 12.7535 6.37219 6.07354 1.16526
internal_count=75294 38006 5199 5132 2176 1932 244 37288 30316 12477 1385 1129 6972 5291 3169 768 1558 715 462 17839 32807 2956 2852 2511 1671 1480 191 15780 1141 14639 7415 4551 2864 1059 220
shrinkage=0.1


Tree=89
num_leaves=36
num_cat=0
split_feature=3 3 2 0 1 0 15 2 14 7 2 15 15 3 3 15 15 7 14 0 14 3 2 15 14 11 3 1 15 2 15 3 14 2 0
split_gain=0.561151 0.231014 0.208408 0.192032 0.160902 0.246391 0.212053 0.275266 0.189644 0.216867 0.188867 0.175855 0.376714 0.277325 0.232613 0.177055 0.329168 0.41322 0.247793 0.310355 0.231587 0.195106 0.194821 0.192676 0.18152 0.179905 0.239362 0.171957 0.201964 0.154817 0.247885 0.197175 0.258321 0.261452 0.192907
threshold=-0.76853336839121755 0.822742119737086 0.81748548150062572 0.007627869490534068 0.028516558930277828 0.027005099691450599 0.51825998974583831 8.7041546066757305e-05 0.23174652627768697 0.32276054764265877 0.028816829435527328 0.40878580660019265 0.27637270003090436 -0.55738026089966286 -0.2070623297768179 0.0018685544063065092 -0.012964559674564712 0.066391236044677962 -0.071583379364629371 0.012598343193531038 0.71121362718008929 -0.057539155706763261 0.029775590635836128 -0.86724165641131867 -0.9528439631322293 -0.011650224990680186 -0.3003646451979875 0.0015655434690415861 1.0232806750901762 0.00045842614781577146 -0.043481905845888381 -0.63835740869399149 0.079954995078143229 5.2534240239765502e-05 0.20754710584878924
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 4 -3 6 8 11 -8 9 -6 -10 12 15 -14 -15 16 20 18 22 -20 29 -19 -18 -22 -17 -25 -27 -9 -29 30 31 -2 33 -33 -31
right_child=1 3 -4 -5 5 -7 7 27 10 -11 -12 -13 13 14 -16 24 17 21 19 -21 23 -23 -24 25 -26 26 -28 28 -30 34 -32 32 -34 -35 -36
leaf_value=0.009126695875773248 -0.0255406080669024 -0.10187543484764372 0.066134541993119744 -0.013507562160359183 -0.021134722266372204 -0.0031856886456029378 0.06026092635669994 -0.036929879006579527 -0.0041419312031604327 0.077288704894509494 -0.097861149909261286 0.024126873900530636 0.052744403713504452 -0.080660300940505913 -0.021990272228141948 0.079065332923611634 -0.052165746186787612 -0.037883662862409628 0.03505266526406544 -0.081612759700939327 -0.090718742204453431 0.044860508325092821 -0.15114465261668505 -0.062759550301211928 0.0099537497208781692 0.051697117766117698 -0.030936173326456925 -0.012165657716618331 0.072337893500528772 0.0012750167668919893 -0.042020711680694274 -0.042081317384476902 0.068384976367000028 0.033703053763675807 0.084028622358750776
leaf_weight=54.452881310220619 0.60695859417319287 0.25072689539228932 0.45533414674718997 12.813178830185278 4.7208218168052545 85.653086585838537 0.4603878534398963 3.1490823509084294 0.32961721779429343 0.2350153382285497 0.61854995738212892 3.7262966667185529 0.38655561214545731 0.89406657089421093 2.7677724317109087 0.38707069010706874 0.37625112137175165 0.46552571884240024 0.41983053267904258 0.49908808737018262 0.40589874092256684 0.73472433085407807 0.42179305740864947 0.56964195647742655 20.902325479619321 0.60257461719447791 0.83812348131323056 3.5934993905830201 0.30699151492444787 41.539688360353466 0.57340945363830442 0.59133653255412388 1.5092957835622653 1.9778691704268565 0.28361477493308385
leaf_count=10616 137 147 331 9650 1621 32573 61 516 100 81 177 938 103 211 786 65 89 78 79 134 88 141 51 82 4874 115 193 1032 75 9339 108 100 212 331 60
internal_value=0 -0.00236104 -0.00143412 -0.0152035 -0.00160453 -0.00454766 0.00142351 -0.0146555 -0.0243066 -0.0164673 -0.065281 0.00290551 0.00188848 -0.0278113 -0.036315 0.0035198 0.000396194 -0.0322468 -0.0637142 -0.0283113 0.00232002 0.0127676 -0.104479 -0.0278739 0.0112103 -0.0151852 0.00362535 -0.019548 -0.00551473 0.00386957 0.0200408 0.0276359 0.0355496 0.0162603 0.00183619
internal_weight=0 194.066 181.002 13.0639 180.547 91.5571 88.9897 7.50996 5.904 4.95584 0.948167 81.4797 77.7534 4.04839 3.66184 73.705 52.4156 2.91721 1.71696 0.918919 49.4984 1.20025 0.798044 2.41624 21.2894 2.01034 1.4407 7.04957 3.90049 47.0822 5.25887 4.68546 4.0785 2.56921 41.8233
internal_count=75294 64678 54881 9797 54550 34552 19998 1684 1979 1702 277 18314 17376 1100 997 16276 11337 572 353 213 10765 219 140 478 4939 390 308 1623 1107 10287 888 780 643 431 9399
shrinkage=0.1


Tree=90
num_leaves=36
num_cat=0
split_feature=3 2 8 3 14 0 4 4 5 5 3 3 3 4 14 8 14 14 5 8 4 8 3 14 0 14 14 4 0 2 14 0 14 8 8
split_gain=0.503167 0.224509 0.213546 0.19141 0.176341 0.180536 0.166914 0.239932 0.282736 0.19441 0.229665 0.178237 0.27915 0.268268 0.166418 0.165569 0.155674 0.28968 0.321724 0.498276 0.231447 0.228616 0.286014 0.201351 0.182029 0.16912 0.222606 0.214185 0.210422 0.197741 0.242298 0.188217 0.1641 0.21954 0.158441
threshold=-0.31688912876415992 0.020444096066057686 0.05272472168424186 0.98309192455053573 0.14767105896745078 0.029563379473984245 0.00061361887492239486 0.0009755208157002927 -0.1140490054765599 -0.076294630260388629 -0.085236512124538408 -0.3003646451979875 -0.18390323617495594 -0.00028396005563990906 0.42376364779741987 0.16458849295188063 -0.039065442427879002 0.048376549474406498 -0.10928457849172868 -0.13032635830960571 0.25851130858063703 -0.19783853256178432 -0.16007842635735867 0.038424134344378379 0.034536996856331832 -0.23978927552925547 -0.26838594523090337 0.046137759461998946 0.0005000717064831407 0.021159172989428047 -0.16274183424839336 0.03929486125707627 -0.013286786917658099 -0.22524615243892585 0.14478272058761146
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 6 -3 14 11 8 -8 -10 -11 -2 13 -13 -6 -5 25 18 19 -18 -21 22 -19 32 -25 26 28 -28 -9 30 -27 -32 -20 -34 -23
right_child=3 4 -4 15 5 -7 7 16 9 10 -12 12 -14 -15 -16 -17 17 21 23 20 -22 34 -24 24 -26 29 27 -29 -30 -31 31 -33 33 -35 -36
leaf_value=0.0075586551631366718 -0.068113506018251738 0.0015149459633154686 0.060635726488508929 -0.042876887223416094 -0.11188017007861993 -0.0086763995393527998 -0.063963641073079724 0.043557870145776105 0.095903702395939372 0.10651859416950576 0.0070744950535915774 0.02874218675839087 -0.0062374984416431545 -0.043562429696781396 -0.029889080747135161 -0.005374054623689545 -0.055533847336600821 -0.019957426019640304 0.016305179729150434 0.042196577211085613 0.10893265179630114 -0.0086878947955381196 0.040179226295192792 0.0049625161764956715 0.083657104272834029 0.0065267558395406232 -0.020898713101381167 0.080097400809918035 -0.0045032060751814635 -0.0053347778874807163 -0.054742036585185089 0.011993872779196326 0.068047515607157147 -0.018726964247456915 0.015924533553397034
leaf_weight=74.105413655471693 0.44905374517838836 3.5593425841361741 0.76584805901802511 2.2004356561951672 0.43991320193163141 1.2349349522992268 0.26585471123689819 0.99940630838682309 0.55906303394294887 0.28906861162977326 1.1813210450854947 3.9224367198330583 85.283015021441315 0.59037411486497049 0.56612869774107821 2.5315486183426401 0.45793334460904622 1.1494745525124019 3.7544465061582724 2.4940923102258235 0.65645388883422118 19.759722286415133 2.5351232803513986 0.57282706379191839 0.60372588976315456 1.3201690230489473 0.30244793662859848 0.6868196624200209 10.294710709167701 13.16851371766097 2.715039341026571 0.50051900422113238 0.3147152356686983 3.9629130377288693 3.0145461733736729
leaf_count=15020 139 1325 151 1829 87 442 121 132 131 63 522 937 32317 144 133 2040 104 162 1090 676 82 5634 402 133 180 343 147 129 2780 4388 730 197 57 1383 1144
internal_value=0 0.00663324 0.00810157 -0.00298892 -0.0123202 -0.0342946 -0.00240915 0.00119773 0.0330063 0.0457092 0.0266245 -0.0052692 -0.00495492 0.0192832 -0.0657414 -0.0228134 0.000143629 0.00428613 0.0166253 0.0419347 0.0561018 -0.00169117 0.0214185 0.0067076 0.0453432 -0.00528197 0.00373387 0.0492199 -0.000250324 -0.0115373 -0.0295448 -0.0443542 0.0010482 -0.0123428 -0.00543004
internal_weight=0 80.6716 74.8713 166.536 5.80032 2.24098 161.804 71.5589 2.29531 2.02945 1.47039 90.2449 89.7958 4.51281 1.00604 4.73198 69.2636 39.276 12.8171 3.60848 3.15055 26.4589 3.6846 9.20863 1.17655 29.9876 12.2834 0.989268 11.2941 17.7042 4.53573 3.21556 8.03207 4.27763 22.7743
internal_count=75294 17158 15171 58136 1987 662 54267 20730 837 716 585 33537 33398 1081 220 3869 19893 11047 3705 862 758 7342 564 2843 313 8846 3188 276 2912 5658 1270 927 2530 1440 6778
shrinkage=0.1


Tree=91
num_leaves=36
num_cat=0
split_feature=1 8 6 11 8 9 9 8 9 1 8 6 11 7 8 7 10 6 6 9 7 10 6 1 11 9 9 9 8 7 9 10 9 0 1
split_gain=0.2655 0.169832 0.253249 0.212095 0.140653 0.130452 0.31738 0.297234 0.242699 0.309749 0.257891 0.197903 0.176899 0.146663 0.134567 0.218066 0.205914 0.179969 0.169099 0.158174 0.140688 0.157517 0.193726 0.150796 0.149669 0.131058 0.125694 0.125322 0.12223 0.192908 0.11758 0.161368 0.145988 0.117341 0.141261
threshold=0.003188127302564681 -0.3753618593955772 -0.36704401670779324 -0.02317543813585092 0.37590425241606917 -0.42526974728621642 -0.42447059611136456 0.056057456526484431 -0.39319345686807028 0.046705691143870361 -0.10241208550944263 -0.71518552786067446 -0.041087243871956843 0.40621180105007876 0.10017356951626248 0.50715515677139666 -0.19601100999691345 -0.77945823378776824 0.63063543786624165 0.85628955194357415 0.052897511624573006 0.37349640188473487 0.073007943221642627 0.030128747224807743 -0.0086990440006425567 -0.20628966017743819 0.6818608616655969 -0.20628966017743819 -0.054359873983872757 -0.19916491999097541 0.069732063797265334 -0.099484854557616922 -0.29237550391725348 0.033968169242143638 0.1423263102769852
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 2 3 -2 5 28 7 11 9 -8 -11 -7 -12 -13 15 19 -16 -18 27 -10 24 23 -23 -22 25 -19 -20 -17 -3 -30 31 -5 -33 -6 -35
right_child=1 4 -4 30 33 6 8 -9 14 10 12 13 -14 -15 16 18 17 20 26 -21 21 22 -24 -25 -26 -27 -28 -29 29 -31 -32 32 -34 34 -36
leaf_value=0.0049301330481035383 -0.033856701687193895 -0.042703270619414327 -0.0040199329889180077 -0.022541132840446398 -0.056843195024628472 0.024883031667490545 -0.07444325165797859 0.054159465731404705 -0.00042498743049576451 -0.08926090405806579 0.077532985914203448 -0.027040414517780411 -0.0085827406707888534 0.038855971542285352 0.010245679887774028 -0.074363335277268738 -0.035296594026442689 -0.069677380452656743 -0.0081745437470185662 0.017869858327976842 -0.039453605089961416 0.073763666720409932 -0.030469514681529038 0.0025477732230657149 -0.020746020585798816 0.010809854624981801 -0.099528470330455143 -0.0083307762134279904 -0.043668238843342998 0.013458867423660549 0.084289357677424279 0.016859187213084798 0.093240784456715575 0.016289085681171486 -0.028249491499608176
leaf_weight=79.429418666724814 0.33986363635631311 1.4886629801185334 3.0238246927037826 0.36688790220068801 0.75447447259648415 2.7442539780167858 1.0214958843716875 1.8035912635968996 103.56951149616634 0.36914426906878395 0.26445268220413742 1.8547045463928951 2.4343720474862494 0.41295323555823404 5.0813911808563743 0.31441939814249087 2.8935386225057362 0.21855321071052491 0.22782500581524789 4.9517673600930712 0.9883099293401737 0.59273574709004595 0.2550299569775234 6.3276199233605439 10.331798546729251 2.721385642202228 0.44439854266238399 3.3465977550695234 0.91432968043955054 1.6721250009286441 0.71250758040696371 0.50129876215942237 0.49962425308331093 1.0848566233762542 2.0725940659831394
leaf_count=13293 58 386 759 57 344 604 276 392 36440 84 84 436 728 101 2650 99 1412 77 146 1063 447 222 111 4051 5631 1017 73 1141 262 529 137 123 70 613 1378
internal_value=0 -0.0020957 0.0152758 0.0393842 -0.00268252 -0.00221655 -0.00174674 0.0193472 -0.00272905 -0.0267476 -0.0108671 0.00681957 -0.00014442 -0.0150403 -0.00203863 -0.000468586 -0.00806325 -0.0118873 -0.0224667 0.000409796 -0.0087273 0.0016023 0.0424076 -0.0031262 -0.0150812 0.00482648 -0.0685675 -0.0140019 -0.019875 -0.00673596 0.0513496 0.034191 0.0549861 -0.0214128 -0.0129466
internal_weight=0 166.601 5.44401 2.42018 161.157 157.245 153.17 6.8155 146.354 4.08946 3.06797 5.01191 2.69882 2.26766 142.265 112.855 29.4104 24.329 4.33324 108.521 21.4354 8.1637 0.847766 7.31593 13.2717 2.93994 0.672224 3.66102 4.07512 2.58645 2.08032 1.36781 1.00092 3.91193 3.15745
internal_count=75294 62001 1204 445 60797 58462 57285 1533 55752 1172 896 1141 812 537 54580 38962 15618 12968 1459 37503 11556 4831 333 4498 6725 1094 219 1240 1177 791 387 250 193 2335 1991
shrinkage=0.1


Tree=92
num_leaves=36
num_cat=0
split_feature=3 11 11 8 3 2 5 14 9 2 8 8 2 5 5 2 14 6 6 11 6 6 3 6 5 11 11 6 6 3 8 6 11 9 2
split_gain=0.434186 0.249807 0.199547 0.282325 0.192351 0.238429 0.219745 0.17957 0.244656 0.193079 0.176888 0.157347 0.155199 0.153397 0.152554 0.171095 0.236289 0.198038 0.281606 0.220656 0.174613 0.236456 0.228034 0.170312 0.159208 0.219002 0.197167 0.14999 0.21699 0.149876 0.205979 0.14914 0.141205 0.135106 0.271592
threshold=-0.31688912876415992 0.044717165925524889 -0.0095348917737404591 -0.50618505453481533 0.18509006290696564 0.20765928179025653 0.039938523102498784 -0.36805087093406313 -0.21605607731703191 0.28028182685375219 0.057704959724838779 0.16174818003036243 0.26823882758617407 0.28103056844283075 -0.077577931523615959 6.3134055380942314e-05 1.0538021906407933 0.33993625067563099 0.45847230993514348 0.013344222290762616 0.14054939703549388 0.12600163301092104 -0.76853336839121755 0.70109990073216222 -0.072066042486262458 0.005640617253536667 0.0099462709230942383 0.087341689470711734 0.066258198672713139 -0.83568798629130459 -0.10241208550944263 1.6510753118526649 0.016214723065079682 0.85617956675140727 0.00019559832435334104
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 33 7 8 -6 11 -8 12 -9 31 32 24 17 20 29 -20 21 27 -22 -18 25 -16 -26 28 -17 30 -19 -5 -4 -2 -35
right_child=4 -3 14 13 6 -7 10 9 -10 -11 -12 -13 -14 -15 15 16 23 18 19 -21 22 -23 -24 -25 26 -27 -28 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=0.031542870993641905 -0.00041841093779714357 -0.077172524852414451 0.023105885141469724 -0.0010904842903123695 -0.085934545300533141 0.033089512725832597 0.016567312696077276 -0.046919677384129992 0.029224754795031935 -0.01624814776037806 -0.0076932085308456608 -0.0011364451889767982 -0.1228975780373633 -0.041635579156003071 0.01917305209034614 0.0054183293060996486 0.011793281249008976 -0.044107265275604324 -0.0080342155816668214 0.030788855548240315 0.059855178986750246 -0.080593874718941527 0.0034435845103519993 0.073262321554797616 0.018594373464953299 -0.046629205674306701 0.079333262959033451 0.0417801025704094 -0.076901916718005767 -0.069109308262013946 0.055469956751154625 -0.046861502976940896 0.10457562275992559 0.06808814725390358 -0.012054407257133292
leaf_weight=2.3977843838656581 114.03079005496511 0.35828009965916763 4.5532380156746504 20.123966242717877 0.21139651716293872 2.0052974609006915 4.3216834341656059 0.93091949164227361 1.4490827205645498 15.194149111792738 9.8672146511453303 0.46487586090370303 0.37802996531536337 1.0640008869886504 1.1964277359656983 17.269476543153374 0.9996167353237968 0.69737814908148721 7.9962184855648939 1.792083405453013 1.408553471308551 0.31967915764107502 1.458628836506249 0.82091486878925934 12.537798238260162 0.87619416834786523 0.55823880969546813 1.1108159846480692 0.32625212993298092 1.0132566859901988 0.29586168661262524 0.73799538273305998 0.22317079606000323 0.43399366643280046 16.473946418176638
leaf_count=373 33822 51 1450 4133 98 858 1484 431 923 11162 5357 261 109 193 89 4074 168 175 2257 361 308 73 425 164 1794 65 80 247 99 267 88 196 70 68 3503
internal_value=0 0.00614148 0.00651564 -0.00103585 -0.00282371 -0.00113124 -0.00967999 -0.0168216 0.0145638 -0.0198929 -0.000303889 -0.0511131 -0.0688624 -0.0045986 0.00982796 0.00821772 0.00442005 0.00252372 -0.00792219 -0.000926324 0.00815132 0.00468449 0.0311568 0.0395109 0.0171078 -0.00864464 0.0211835 0.00614182 0.00389198 -0.0420501 -0.0144457 -0.00270964 0.0269124 -0.00165532 -0.0099973
internal_weight=0 80.1358 79.7776 24.3237 165.761 132.944 32.8174 18.6285 1.66048 16.968 14.1889 1.77383 1.30895 21.926 55.4538 50.6774 35.5087 33.6882 11.7948 9.7883 21.8934 19.0262 2.86718 1.82053 15.1687 2.07262 13.096 18.7065 17.5957 2.0065 0.99324 20.862 4.77641 130.939 16.9079
internal_count=75276 17200 17149 4895 58076 38251 19825 12984 1021 11963 6841 801 540 4522 12254 10734 8706 8374 3148 2618 5226 4493 733 332 2028 154 1874 4420 4173 530 263 4329 1520 37393 3571
shrinkage=0.1


Tree=93
num_leaves=36
num_cat=0
split_feature=3 3 1 1 9 1 9 1 9 9 8 4 9 4 13 9 9 1 9 1 0 4 7 1 7 13 0 8 3 0 9 7 0 8 7
split_gain=0.378128 0.183709 0.208524 0.307777 0.171653 0.229161 0.164088 0.240781 0.152902 0.243764 0.471583 0.307818 0.291498 0.256928 0.256053 0.246198 0.196506 0.399905 0.252273 0.229627 0.2139 0.205728 0.267786 0.18533 0.192424 0.173916 0.166604 0.187991 0.179864 0.188804 0.164589 0.149064 0.185159 0.14816 0.189338
threshold=-0.31688912876415992 0.18509006290696564 0.43206357955932623 0.45023602247238165 0.85293977788834507 0.10741145908832551 -0.18775912692789884 0.56689834594726574 -0.42526974728621642 -0.42447059611136456 0.10473123419637205 0.0047383503988385209 -0.20078045721538426 0.034714200533926494 0.0012634582899588719 -0.21605607731703191 -0.1942085329469812 0.00046250926970969891 -0.17901259157274715 0.1423263102769852 0.0024405063595622782 0.095621991902589812 -0.20294278040310987 0.016779476776719097 0.18811606386816113 -0.0062028998025274581 0.027005099691450599 0.019672781832466218 -0.11447828216478227 0.0065097908955067405 0.029275686302554418 -0.21180775766471757 0.1405967250466347 -0.055934346635540852 -0.19916491999097541
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -3 -6 7 -5 33 10 11 23 15 -13 -12 -11 17 20 19 25 -14 -20 30 -10 -25 -18 27 28 29 -24 -23 32 -8 -2 -35
right_child=1 4 3 6 5 -7 31 -9 9 12 14 13 16 -15 -16 -17 18 -19 21 -21 -22 22 26 24 -26 -27 -28 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=0.0057556208933393516 -0.04646837938616015 -0.012130200147228515 -0.076509036303906097 0.069761240596004484 -0.042445528909241498 0.020240459265030982 -0.13657077407182147 -0.0085508666577298036 0.010262313878016604 -0.0099926039908229056 0.077818280829713912 -0.044863562891178058 -0.0048051312440362762 0.0020858905080117242 0.0046285008187381769 -0.051818073791417424 -0.11651853535534978 0.022156694582925365 -0.0023273939412455243 0.0080603053150791731 -0.07003633732511419 -0.064006837329645211 0.031682641595804688 0.033290294971476959 0.11281364603025486 -0.036985557910271014 0.030382297142968247 -0.031192496201775041 0.026044633984224009 -0.068590349178734508 -0.0012650848255475646 -0.011393280249387556 -0.031637899760819356 -0.045121250777584526 0.015750849371369096
leaf_weight=79.401838692366709 1.3536639099474999 28.485666028729156 0.79213207360589777 0.55170060061209358 0.70188358289305952 3.4481514176513883 0.22122494730865527 1.3615311855137404 2.3547665671212585 10.971774933095729 1.5408337091794231 1.4291818256024269 4.400500093237496 6.3201306002447382 0.69297861971426744 1.614439144352217 0.3382709958968918 10.542436699062817 65.112527050225253 0.98917479965894006 0.5675187490414827 0.64649431113502842 0.31708250580777564 1.1198600679635999 0.41779771121218789 1.468665861983026 5.3291258649951487 1.1163045073335522 3.1271130027307645 0.46046543231932446 1.1835228672716764 3.3404894261329905 0.70105035523738479 0.77012078501866232 1.5185101124516212
leaf_count=17200 333 18308 212 226 234 1283 54 513 338 3773 210 306 496 867 113 505 92 2465 21124 347 71 150 77 282 113 512 1321 228 583 107 350 1513 318 220 432
internal_value=0 -0.00264059 -0.000987194 -0.0178257 -0.00936203 0.00963855 -0.010299 0.0140313 -5.37807e-05 0.000548686 0.013027 0.0049515 -0.00105174 -0.00657285 0.0551132 -0.0153576 0.000831705 0.011134 -0.0011635 -0.0306716 -0.0122568 -9.6025e-05 0.0118324 0.027895 0.0548976 -0.0518747 0.0180673 0.00499639 0.0153424 -0.0276992 -0.02343 -0.021219 -0.056808 -0.0202437 -0.00473252
internal_weight=0 165.307 132.671 6.96813 32.6357 4.15004 6.176 1.91323 125.703 122.061 13.8755 11.6417 108.185 7.74931 2.23381 12.5862 95.5992 15.5105 80.0887 2.79611 4.96802 77.2926 12.1801 3.89242 1.53766 1.80694 10.3501 5.02097 3.90466 0.777548 1.83002 4.26276 0.922275 3.64229 2.28863
internal_count=75276 58076 38251 2836 19825 1517 2624 739 35415 34430 2229 1906 32201 1173 323 4278 27923 3032 24891 951 567 23940 2816 733 395 604 2316 995 767 184 500 1885 372 985 652
shrinkage=0.1


Tree=94
num_leaves=36
num_cat=0
split_feature=2 1 9 8 8 12 12 8 11 2 12 11 10 0 11 10 10 12 1 8 0 11 11 11 12 9 12 8 12 8 1 8 11 8 9
split_gain=0.351325 0.191649 0.213108 0.153302 0.151435 0.17083 0.18618 0.165522 0.161781 0.241375 0.196227 0.156594 0.160599 0.284034 0.1935 0.222072 0.143897 0.199986 0.156963 0.146023 0.180446 0.141068 0.140886 0.358707 0.302797 0.139606 0.138747 0.136778 0.134662 0.131969 0.123842 0.128084 0.120987 0.115808 0.115249
threshold=0.01239315001294017 0.0099995299242436903 0.86036874986149092 0.14478272058761146 -0.46839066682477654 0.0065147722949049081 -0.009775538116414054 -0.50618505453481533 -0.0095348917737404591 0.00021918975107837471 -0.016008294595101349 -0.0090959988473680361 1.1409819376767589 0.015562214888632299 0.0081712737169315659 -0.22797440837887231 -0.19034121159322434 0.0031502682888295292 6.4410612594656422e-06 -0.29967241368728703 0.00018511015514377507 0.0090992781133200345 -0.011938160942083118 -0.0074631531185932057 -0.0017804699433389079 -0.13337693459316638 0.0039518705252239552 -0.56304010222928169 0.030990812490079723 0.010911929969900655 0.0095909647643566149 -0.082786393459117522 0.00026299978122247059 0.17483258504977614 0.85520510125445215
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 3 27 28 5 6 -1 -7 34 10 -10 -11 14 -14 15 30 21 18 -18 20 -20 32 -8 -24 -25 33 -4 -3 -2 -21 -13 -32 -12 -5 -6
right_child=1 2 26 25 8 7 22 -9 9 11 16 12 13 -15 -16 -17 17 -19 19 29 -22 -23 23 24 -26 -27 -28 -29 -30 -31 31 -33 -34 -35 -36
leaf_value=-0.027139168988772257 0.0027671542009925819 -0.073007256495392456 0.010113647546551096 0.08823016369489918 -0.00017085991777802663 0.012782246809319914 0.066244991634987385 -0.053755968220008776 0.059626797535956871 0.048171874550683849 -0.0076358952428738011 0.0013152528944613911 -0.034104116665134999 0.063260551102212972 0.011533267940866435 -0.007385683950274214 0.048210139480140191 0.027831898351058995 0.092262000040456996 -0.0021605768691883927 0.010422300034431413 -0.033709338149642908 -0.05543903297867521 0.11085964572587266 0.016471630447247448 -0.0010190204059977491 0.072554628101438354 -0.0056938793207337076 -0.047125636596958329 0.053679690981624187 0.0036660355444981898 0.07860000901108749 0.034154635241663643 0.028717129556426503 -0.019526658320231052
leaf_weight=0.45425196517317123 27.095697708049563 0.30270869378000398 4.9388129129729341 0.44953687467204906 25.352579978431098 1.6130253370502035 1.3358300747931939 0.48666032826440631 0.91180802279268647 0.70752313753473473 1.9803520994100865 0.91300262032018054 0.43009318551048525 0.98764444096013904 9.7255672665160073 25.294412998149717 0.88273216156813106 8.2817756646836624 0.39797164476477032 9.4276153911855456 0.83400808642909396 1.1827313535613937 0.43998035026743343 0.50085541552107327 1.0574325264315101 1.1029090460870055 0.3834977889782748 108.38995905456659 0.55198647942597645 0.44312470476870736 0.35182961628015608 0.64865816193923809 1.0654846651086698 1.1992711657585458 3.5009922619210547
leaf_count=96 5341 76 1306 76 5368 243 203 73 144 177 224 255 96 159 1957 7487 119 1312 48 1691 167 101 74 81 175 407 99 46356 79 83 134 176 102 174 617
internal_value=0 -0.00304361 -0.00492466 0.00401139 0.00468559 0.0202396 0.0329205 -0.00263983 0.0037042 0.00648975 0.0140765 0.00155458 0.00069456 0.0337234 -0.000573294 -0.00490083 0.012381 0.0158819 0.0076246 0.00439781 0.0368593 -0.00439856 0.0411032 0.0242961 0.0468093 0.0265211 0.0146128 -0.00588135 0.00177104 0.000346247 0.0279464 0.0522489 0.00698313 0.044943 -0.00251943
internal_weight=0 144.414 114.015 30.3994 99.2079 5.88804 3.78835 2.09969 93.3199 64.4663 25.4076 39.0587 38.3512 1.41774 36.9335 27.2079 24.4958 20.2672 11.9855 11.1027 1.23198 4.22857 3.3341 1.99827 1.55829 2.75172 5.32231 108.693 27.6477 9.87074 1.91349 1.00049 3.04584 1.64881 28.8536
internal_count=75276 53914 47837 6077 21362 945 629 316 20417 14432 3991 10441 10264 255 10009 8052 3847 3420 2108 1989 215 427 533 330 256 657 1405 46432 5420 1774 565 310 326 250 5985
shrinkage=0.1


Tree=95
num_leaves=36
num_cat=0
split_feature=2 8 7 12 1 2 9 1 7 11 11 12 9 9 9 1 2 11 0 2 12 1 8 11 1 0 1 0 2 2 7 2 11 7 8
split_gain=0.325959 0.192709 0.222515 0.181648 0.164288 0.153343 0.15351 0.152283 0.154855 0.158977 0.169095 0.148522 0.146793 0.206797 0.199577 0.205448 0.196146 0.245632 0.201136 0.341913 0.228486 0.194874 0.210083 0.248198 0.190454 0.167938 0.269681 0.234658 0.196123 0.158306 0.181893 0.194682 0.167839 0.148721 0.185202
threshold=0.01239315001294017 -0.46839066682477654 -0.28546658359422439 0.0065147722949049081 2.2604844161833174e-05 0.98937973380088817 0.11896806773162528 2.2604844161833174e-05 -0.35646499767748069 0.011657812853350607 0.006956977034040566 -0.009775538116414054 0.85628955194357415 0.85617956675140727 0.55017754249849105 0.048519197851419456 0.043258646503090865 -0.0063649676747570333 0.040632512420415885 0.048582630231976516 -0.0063646761980660511 0.060042858123779304 -0.015113739252029329 -0.00026229649446658511 0.31410332024097448 0.22945425659418109 0.13915065675973895 0.66327056288719188 0.2508635967969895 0.033230828121304519 -0.011264091922799377 0.030505725182592872 -0.013984284320151122 0.13804495531723501 -0.027958093733272956
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 11 -2 12 -7 -3 9 10 -9 -1 13 14 15 -6 17 -16 -18 -20 24 -22 23 -23 -21 26 -24 28 -27 30 -17 32 -32 34 -19
right_child=4 2 -4 -5 5 6 -8 8 -10 -11 -12 -13 -14 -15 16 29 18 33 19 20 21 22 25 -25 -26 27 -28 -29 -30 -31 31 -33 -34 -35 -36
leaf_value=-0.021331852497536399 0.031089714013019121 0.038099299988863411 0.0057173800290832404 -0.0017759471921140356 0.00086735620331923028 -0.0059848073538340063 -0.047619292377550353 -0.0035790476539065033 -0.025185266768071451 0.034326750829160341 -0.058552156279160043 0.042246932989702481 0.010396192626166041 -0.019221103218318374 0.087916539682548922 -0.035237104984979589 0.042211132322053549 -0.072342478006871422 -0.089623156305213086 -0.053968720196935875 -0.055674567346767991 0.069334333444111315 0.032387282804913056 -0.01271305301668235 0.012368208346467083 0.010264274486073857 -0.063760564752910628 -0.025270512498643136 0.083286116743376618 -0.0057434983432691723 -0.061960897142040908 -0.049399770648410446 0.015633303403168396 0.061192179600276758 0.027040633257363833
leaf_weight=0.41268291165761217 1.4087493247061491 0.71089594336808914 76.639096002602855 2.0410169720926206 51.724356081675069 2.1040310244516145 1.5292384114300146 9.5498649513356177 4.3726316727916101 1.0358879261621048 0.59436457493575368 3.3502561189670805 8.0646798589295923 7.8688786474522194 0.67837406712351356 4.1773225315482705 1.2137017252243802 0.31501752037729591 0.41717434395104636 1.0870520346215915 0.38194931554608125 1.2922406428842803 0.48087513601058363 0.51588612968043701 0.71908435592195008 0.81525447926833317 0.7416401193549973 0.75460885323991522 0.67015737922338303 52.576315668131429 0.31263760157162401 0.76895925135613641 2.5727909553352211 0.41068705799989402 0.46324479371833049
leaf_count=96 161 82 16620 316 14707 1709 1366 2395 1023 181 116 533 2068 1892 134 1576 236 60 75 247 99 279 137 116 254 186 207 288 259 26140 90 339 1070 88 131
internal_value=0 0.00456728 0.00346288 0.0222452 -0.00289253 -0.00322811 -0.0235087 -0.00716096 -0.00922975 -0.00298942 -0.0068 0.0352742 -0.00269809 -0.00350446 -0.00249973 -0.00375843 0.0103817 0.0399012 0.00431743 -0.0015221 0.00340547 0.0132989 0.0182972 0.045925 -0.0275577 0.00387008 -0.0259409 0.0201397 0.0432088 -0.00771926 -0.0209831 -0.0046893 0.00722593 0.0125053 -0.0131867
internal_weight=0 98.7067 92.9027 5.80396 144.065 142.656 3.63327 16.2636 15.5527 11.1801 10.1442 3.76294 139.023 130.958 123.089 112.132 10.9569 1.86732 9.08962 7.87592 7.45875 5.65261 5.27066 1.80813 1.80614 3.46254 1.22252 2.24002 1.48541 60.408 7.83171 3.65439 2.88543 1.18895 0.778262
internal_count=75276 21362 20417 945 53914 53753 3075 3797 3715 2692 2511 629 50678 48610 46718 43922 2796 413 2383 2147 2072 1571 1472 395 501 1077 344 733 445 29215 3075 1499 1160 279 191
shrinkage=0.1


Tree=96
num_leaves=36
num_cat=0
split_feature=3 1 6 14 8 1 14 6 6 1 3 2 13 13 2 6 6 8 6 8 8 1 3 3 8 14 14 14 8 2 8 14 6 3 3
split_gain=0.361861 0.163536 0.216125 0.182962 0.180513 0.178522 0.162619 0.155418 0.18537 0.183123 0.220361 0.179835 0.155469 0.164202 0.14884 0.157413 0.19368 0.141605 0.241235 0.173993 0.233605 0.154859 0.186312 0.139387 0.189079 0.188474 0.257623 0.376021 0.200696 0.304356 0.189306 0.186142 0.280799 0.319575 0.233702
threshold=-0.1947730865795165 0.0015655434690415861 -0.24927345363334816 -0.057086270428885436 -0.18535209547761891 3.1223853511619388e-05 0.75808479348569846 -1.4190243521049573 -1.0685417468898235 0.00041681020229589199 -0.96342259247649042 0.01475839549675584 -0.0026887360957619354 0.0030448468009132484 0.00037739977415185427 -1.0685417468898235 -1.5661380076391256 -0.12268587386358244 -0.43079426194318859 0.064892926192474665 0.12070845647492616 6.4121337345568477e-05 -0.08138677570968865 -0.98284225605311792 -0.036742845035832576 0.23174652627768697 0.39533251284161991 0.38638713202941782 -0.23624434759346255 0.00019559832435334104 -0.39164633564226797 0.013973356821116466 0.86818290123218766 -0.96342259247649042 -0.82112247592885967
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=7 2 3 5 -4 -2 17 9 11 -1 -11 12 -9 -14 -3 16 -16 18 -5 21 -21 -19 -23 24 -10 31 27 -27 29 -28 -31 -25 -33 -34 -35
right_child=1 14 4 6 -6 -7 -8 8 23 10 -12 -13 13 -15 15 -17 -18 19 -20 20 -22 22 -24 25 -26 26 28 -29 -30 30 -32 32 33 34 -36
leaf_value=-0.091721091033167459 0.051181549982427958 0.038653755665667887 0.014767348492992861 -0.018578985295484927 -0.013801816769591555 -0.010056376413470847 -0.030824747199838316 0.01225901623757609 0.0080435509502268746 -0.053513404099581163 0.045617586644235562 -0.023093066014407942 0.085495333787311625 0.014110527931005446 0.048761967639409286 -0.0042621446708647473 -0.035655602048875489 0.0029581555311317467 0.051725132543989499 -0.048221715594850036 0.04353679197259544 0.004592860611207155 0.071809418565358177 0.0015865367736591575 0.037690484301901341 -0.015930950228876441 0.015017077558257133 -0.10997283441259276 0.0074559632894408995 0.012266904675689312 -0.064500403067405121 0.022965019297354481 -0.091163091365903323 0.06382223837323607 -0.020366245404256904
leaf_weight=0.34872049673867767 0.54709404264576722 0.79300848382263112 3.128962573420722 1.342647515513818 7.5438220610412809 3.6658351441146806 0.49942417832789932 1.1167521793177007 19.462147534433829 0.47133405558997765 0.4277436142147053 0.54127082902414247 0.97337036670796717 0.48169483931269497 0.30170658221322844 126.74631751404195 2.7400414812054796 0.58326384972315493 0.76681172569078615 0.48262467369204365 0.65265235438710079 0.50359653975465368 2.2764674136997201 29.21780322847917 2.4185474029345633 5.5958598439319784 1.3656350739765923 0.46013773971935723 11.703920782339988 0.41425369952776225 1.4304399945613111 10.320798317256047 0.45711737708188627 0.46011031828675197 1.1635943587898496
leaf_count=54 56 232 475 145 1584 549 49 169 3233 88 124 110 136 67 159 50527 1109 63 114 77 92 75 311 7659 403 1132 185 86 2673 83 318 2532 64 109 342
internal_value=0 -0.00319415 0.00478327 0.0144086 -0.00542613 -0.00210397 0.0241964 0.0048341 0.00533336 -0.0302093 -0.00635101 0.0292977 0.040324 0.0618636 -0.00453775 -0.00480165 -0.0272823 0.0283547 0.00697734 0.0383789 0.00452876 0.0498049 0.0596334 0.00445018 0.0113205 0.00204837 -0.00568236 -0.0230763 0.00138053 -0.0207687 -0.0472611 0.00594356 0.0162086 -0.0173033 0.0034903
internal_weight=0 152.574 21.9932 11.3204 10.6728 4.21293 7.10749 88.8313 87.5835 1.2478 0.899078 3.11309 2.57182 1.45507 130.581 129.788 3.04175 6.60806 2.10946 4.4986 1.13528 3.36333 2.78006 84.4704 21.8807 62.5897 20.9702 6.056 14.9142 3.21033 1.84469 41.6194 12.4016 2.08082 1.6237
internal_count=75184 55617 3590 1531 2059 605 926 19567 19301 266 212 482 372 203 52027 51795 1268 877 259 618 169 449 386 18819 3636 15183 4477 1218 3259 586 401 10706 3047 515 451
shrinkage=0.1


Tree=97
num_leaves=36
num_cat=0
split_feature=2 1 9 10 10 2 9 9 2 15 15 9 10 15 9 15 0 10 10 2 9 2 13 10 1 15 2 2 15 8 15 0 8 8 10
split_gain=0.348955 0.150719 0.178931 0.18771 0.652197 0.33112 0.218955 0.348736 0.277147 0.231793 0.275162 0.180454 0.279775 0.174244 0.173224 0.167907 0.166297 0.206747 0.172111 0.150476 0.255532 0.219054 0.244094 0.337315 0.192871 0.149889 0.169644 0.159374 0.149802 0.149636 0.147689 0.140361 0.139094 0.134972 0.133287
threshold=0.01239315001294017 0.0027965984772890811 0.86036874986149092 -0.19601100999691345 -0.19679046628008481 0.013006371445953848 -0.42447059611136456 -0.42526974728621642 0.023955002427101139 -0.12858068545864745 -0.085692911844041736 0.46235460114713245 0.0087073075020126563 -0.69539688809155975 0.85617956675140727 0.38908435789492202 0.033235494047403343 -0.060779701362468012 0.0027043704249205933 0.043258646503090865 0.82499998949484044 0.048582630231976516 -0.0016441408222327197 0.18877187430873058 0.17026440054178241 -0.029923008332331847 0.074400063604116454 0.2508635967969895 -0.078088097815574103 -0.0014781384358096359 0.42034891890354326 0.091706555336713805 -0.18896433441813443 0.084779232252371495 -0.26003109838658639
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=-1 30 3 4 5 -3 7 8 -5 -9 -11 -8 16 -14 19 28 -13 -18 -19 20 29 -21 24 -24 31 -20 -27 -28 -6 -15 -2 -23 -10 -7 -35
right_child=1 2 -4 6 15 33 11 9 32 10 -12 12 13 14 -16 -17 17 18 25 21 -22 22 23 -25 -26 26 27 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=0.0044174175900608004 0.0076708642451492198 0.12832006044235231 0.013400385099917578 -0.12155619634923165 0.022205117369660621 -0.012887714314766303 -0.01191264511969954 0.0075823332475142211 -0.076674172557364861 0.12477960911902493 0.031069560253022977 0.065939949721788238 -0.055092866622192517 -0.047136785533864772 -0.015671911524600412 0.0076094172585554169 -0.054815223212489599 0.049052866078158862 0.031443556830098765 -0.082761048555944766 0.094810602189696336 -0.0096797358276531475 0.0087604477189582568 0.10533778659490656 0.0076476441070046398 0.052664796660846773 -0.055338187655963156 0.0089780967833308339 0.059491430167102767 0.053674466197533105 -0.02710557881711146 -0.085738610856859201 -0.0042868366313788412 -0.013263522614039123 0.018468638635540133
leaf_weight=97.930921768833286 16.896463940069228 0.17965107184136897 5.2962385853898004 0.23960399918723885 2.1582105271954788 15.167727325657326 61.86674050925194 4.0174582602921873 0.28970122395549047 0.38839544705115292 1.6214801463065649 0.64173006689088907 0.75616720187827091 0.33543802467465866 7.6340187027526554 2.3535971834789962 0.42541042166703835 1.2851050524004675 1.3317677233208085 0.30272098595742125 0.48481973970774561 0.44355366148738529 1.7239835138207134 0.45765026866138203 1.2829360317700773 0.33066700521158088 0.85074044601060428 0.7041917618480511 2.151809802518982 0.26242775926948148 1.3163069839574735 0.53562732735008467 3.1711548851744733 2.2462129411469505 3.2230368425789484
leaf_count=21320 2760 37 1415 39 594 5853 30850 956 67 78 352 141 183 73 2001 631 125 309 348 60 96 132 636 116 397 65 151 256 629 77 267 98 926 1453 1693
internal_value=0 -0.00333776 -0.0045839 -0.00538523 0.00186152 -0.00685472 -0.00756442 0.00661733 -0.0175471 0.021453 0.0491784 -0.00925392 -0.000941885 -0.00838348 -0.00576002 0.0290904 0.0180567 0.0118211 0.0181172 0.00722085 0.0408616 -0.000452708 0.00515437 0.0290199 -0.017862 0.00576058 -0.0123789 -0.0262109 0.0408206 -0.00288659 0.00515744 -0.0512851 -0.0103462 -0.00803145 0.00543629
internal_weight=0 142.373 124.16 118.864 27.4802 20.8166 91.3835 9.72779 3.70046 6.02733 2.00988 81.6557 19.789 14.2193 13.4632 6.66362 5.56961 4.92788 4.50247 5.82916 1.08269 4.74647 4.44375 2.18163 2.26212 3.21737 1.8856 1.55493 4.31002 0.597866 18.2128 0.979181 3.46086 20.637 5.46925
internal_count=75184 53864 50837 49422 10890 9036 38532 2418 1032 1386 430 36114 5264 3869 3686 1854 1395 1254 1129 1685 246 1439 1379 752 627 820 472 407 1223 150 3027 230 993 8999 3146
shrinkage=0.1


Tree=98
num_leaves=36
num_cat=0
split_feature=3 10 1 1 6 10 11 6 3 10 14 11 3 3 7 6 1 14 11 14 6 3 3 14 6 6 0 0 3 0 14 3 14 11 10
split_gain=0.360833 0.213798 0.199587 0.236617 0.174426 0.474857 0.176156 0.235799 0.264872 0.20763 0.2346 0.201995 0.184749 0.151896 0.287822 0.151623 0.171329 0.150636 0.139977 0.138294 0.1305 0.125829 0.197303 0.13073 0.12543 0.125625 0.185999 0.168185 0.159033 0.15572 0.161727 0.150907 0.149291 0.131869 0.12964
threshold=0.040261844638735063 -0.45095191509853044 0.43206357955932623 0.45023602247238165 -0.75088771768086238 -0.34076700987645275 -0.0014030346084644861 -0.83120496775366692 -0.055381360463798039 0.015019697396042879 -0.15476629079321777 -0.0028842502088446105 -0.026325806975364682 -0.98284225605311792 0.23041681903527064 -0.21293755070708695 0.12389859557151796 0.75808479348569846 -0.00054206182921508292 -1.0371392209453913 0.31388548710112824 -0.98776984395578882 -0.99393316336272608 -0.039065442427879002 2.1524405841504239 0.57826053130674693 0.42648251354694372 0.51658469438552868 0.98946771609189466 0.90265867114067089 -0.38021642746870216 0.99279084800218709 0.50514554287111268 -0.0004498505619445366 -0.073913752059841492
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 4 -4 5 -3 7 8 9 10 -7 12 -10 14 17 -1 -17 -6 -8 20 -2 22 23 -12 25 28 31 33 29 -21 -31 -27 -29 -28 -30
right_child=19 2 3 -5 13 6 18 -9 11 -11 21 -13 -14 -15 -16 16 -18 -19 -20 24 -22 -23 -24 -25 -26 26 27 32 34 30 -32 -33 -34 -35 -36
leaf_value=-0.081832905161529912 -0.0048270220268720248 0.096106039138797006 -0.081655384916775875 -0.010281260503135492 0.0095488509784172927 -0.086110551231987575 0.061672176320192618 0.021848556182709245 -0.061944888205918369 0.029208601829899334 -0.052212401285104862 -0.10730661330906371 -0.0044531286915492499 0.00032947480520161465 -0.075789302812453538 -0.042539689320724022 0.083907074693623698 0.0485435766898418 0.015297537566921038 -0.0049110978698587186 0.11738718896292583 -0.01621053588398997 0.057870028384565279 0.01971015146988923 0.074265196642132297 -0.028482074019989308 0.088445820099253641 0.0085189917232153384 0.0039446860538042009 0.15325264906954347 0.021714218723397738 0.063418513190257889 -0.04759312043205207 -0.0043351646043365303 -0.041845994065792598
leaf_weight=0.51493934289101162 0.17672695251530868 0.63353329492383892 0.53369272442068805 3.581329567488865 17.040890257325835 0.35880683325376761 0.70166241651895767 3.8760192021291013 0.83393185544991921 2.1346897238800011 0.42623862152686331 0.3237192555097862 1.6950959813402733 134.40168626438572 0.3829684977827118 0.36139898971305118 0.15231897783814929 1.0517858551283996 8.9918141892794612 42.904548053817052 0.17280141037190333 2.5562722110335003 0.74074211812694679 0.62080920534572204 0.1869999346381509 7.1839867416088037 0.36544822954601841 1.5130117410735695 0.88396175874549987 0.10647472133859992 0.76534973195157263 0.18323578398121743 0.6905716819455846 0.26374462990497738 2.057081978829955
leaf_count=144 69 73 148 1520 2939 80 176 832 141 401 66 63 411 35965 52 164 88 147 1952 19994 59 546 106 103 124 4028 169 915 798 45 481 193 343 160 1689
internal_value=0 0.00197467 0.0022332 -0.019538 0.00274001 0.0106857 0.00835911 0.0010029 -0.00733514 0.00334385 -0.00839648 -0.0329309 -0.0234107 0.00149816 0.00999984 -0.043486 -0.00504781 0.0118157 0.0186544 -0.00711594 0.0555938 -0.00197752 0.0183736 -0.00956852 -0.00749978 -0.00776841 -0.0178228 0.00395438 -0.0055732 -0.00406091 0.0377789 -0.0261963 -0.00906575 0.049554 -0.0280831
internal_weight=0 181.914 180.886 4.11502 176.771 23.8933 23.2598 13.5663 9.69031 6.83756 4.70287 2.85275 2.52903 152.877 18.4756 1.02866 0.513718 18.0927 9.69348 57.4539 0.349528 4.34406 1.78779 1.04705 57.1044 56.9174 10.2 2.83278 46.7174 43.7764 0.871824 7.36722 2.20358 0.629193 2.94104
internal_count=75184 46117 45721 1668 44053 4950 4877 2749 1917 1302 901 615 552 39103 3138 396 252 3086 2128 29067 128 821 275 169 28939 28815 5808 1587 23007 20520 526 4221 1258 329 2487
shrinkage=0.1


Tree=99
num_leaves=36
num_cat=0
split_feature=8 15 15 7 4 7 4 14 0 5 5 14 4 5 14 14 4 4 14 15 5 14 4 4 8 8 15 5 14 15 15 14 15 14 7
split_gain=0.182484 0.213638 0.156218 0.271147 0.131931 0.280235 0.256848 0.385133 0.225876 0.180014 0.197711 0.242367 0.235921 0.335981 0.223428 0.192503 0.230522 0.173781 0.167123 0.182391 0.185674 0.196096 0.177556 0.18259 0.165722 0.164264 0.162542 0.154624 0.147228 0.298654 0.235275 0.15119 0.143292 0.256453 0.140377
threshold=-0.092265790134325773 0.90292206757961468 1.0232806750901762 -0.12881822310109045 5.1916416850872345e-05 -0.094711785259518746 -3.0015384254511442e-05 -0.35233800040915003 0.23501492291688922 -0.20727106160152961 -0.01436983011459903 0.65956299800680529 -0.0044115595519542685 -0.014370791946406234 -0.85556744356305536 -0.41461172311968125 -0.011062712037528398 -0.086428377777338014 0.99155216983495487 0.10054753956092551 0.094713842090182063 -0.74574630840446332 0.031130446121096614 0.0093965735286474245 0.25433555278445286 0.50631481802633238 0.19644642723845754 -0.075819926666710738 0.13090522882890707 -0.14270868178813231 -0.11563208933981992 0.85626667745302121 0.66164869596051579 -0.24913695026027347 -0.52560402222749436
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 18 8 26 9 -2 12 15 14 -14 -11 -12 24 -10 19 -6 21 -21 23 -22 -17 -18 -8 -9 -16 -30 -31 -32 -7 -34 -23
right_child=4 2 3 -5 5 32 7 27 17 10 11 -13 13 -15 28 16 25 -19 -20 20 22 34 -24 -25 -26 -27 -28 -29 29 30 31 -33 33 -35 -36
leaf_value=0.0040424990352588373 -0.023372321465378203 -0.059657071720569513 0.076546035849240135 -0.043314190745044286 0.012608940429332964 -0.0053889920905317249 0.030022957326055422 0.010975714123626166 0.077531660699909827 0.071551102915594439 -0.032961039857766328 -0.048472088018469299 -0.019727838726284249 0.049948158312349535 -0.0011028033891007005 -0.010970972660411433 0.009109659220301684 0.0068409310191104456 0.045958816278751091 -0.071920759514889646 -0.030124500176608299 0.043835139641875638 -0.073343105188330968 0.053521800198151885 -0.057489994966802932 -0.080712955105626275 -0.035005230263852938 -0.034623598772602113 -0.0098536508102737095 0.12152155888001277 0.037140881107036887 -0.0089777361671105321 0.078607462865359634 5.3544240966360527e-05 0.00079323038739017259
leaf_weight=88.783587615123906 5.2554646260086875 0.91926792816957348 0.29748127749189734 0.51630070731334854 18.024724319651803 41.598972751369729 1.8207952224038302 0.82784370331319124 0.35730987815622839 0.5439799955929655 2.6689514556746898 1.5716841000976263 6.787132620875127 0.77064819197403167 10.366104838396497 9.0108323017195779 9.0088759286738878 13.00914327142709 1.1662785732769396 0.31554705087910395 1.1752439337751641 0.95047409783001047 0.67180132317662344 0.33545459262677457 0.83693380777367643 0.20830385918088801 0.48723959538619954 7.3107556587328864 2.5251043694952386 0.28223698724468693 3.2996817122912026 0.90602001980005287 0.57041036464215755 1.5312540503218759 3.7365573476054115
leaf_count=20083 2493 176 61 117 5403 14752 582 435 186 121 616 431 2578 383 3718 3074 3751 6660 235 76 303 235 141 90 470 96 160 3473 803 57 1106 214 150 535 1420
internal_value=0 0.00336374 -0.0314088 0.000501199 -0.00233677 0.000810964 -0.00517003 -0.0197603 -0.0029089 -0.00578775 -0.00389348 -0.0105499 0.00219471 -0.0126231 0.00844306 -0.00780759 -0.00428629 0.00873063 0.00895075 0.00723865 -0.00623344 0.00438448 -0.0305711 -0.0115506 -0.0149245 0.00707971 0.0162951 -0.0299853 0.00646773 0.0176579 0.033137 0.0272057 -0.00410191 0.0213738 0.00952162
internal_weight=0 90.5166 1.73305 0.813782 147.932 70.0767 77.855 10.4466 67.4084 54.042 48.7865 23.3056 25.4809 7.55778 17.9231 21.7339 19.0649 13.3665 26.3761 25.2098 7.18508 5.00258 2.1825 1.5107 9.84777 9.21718 2.30803 8.1386 17.3791 7.01304 4.48794 4.2057 43.7006 2.10166 4.68703
internal_count=75184 20437 354 178 54747 23340 31407 4650 26757 19911 17418 8438 8980 2961 6019 8007 7391 6846 7903 7668 2265 1731 534 393 3544 3847 742 3908 5898 2180 1377 1320 15437 685 1655
shrinkage=0.1


end of trees

feature_importances:
protbert_core_score_change=329
protbert_interface_features_protein_wt_2_pc=328
proteinsolver_core2interface_score_wt=278
protbert_interface_features_protein_wt_3_pc=276
protbert_core_features_residue_wt_4_pc=256
protbert_core_score_mut=249
protbert_core_features_protein_wt_7_pc=231
proteinsolver_interface_score_mut=227
proteinsolver_core_score_mut=208
protbert_core_features_residue_change_1_pc=208
protbert_core2interface_features_residue_wt_7_pc=202
protbert_core2interface_features_residue_wt_9_pc=161
protbert_interface_features_protein_change_6_pc=149
protbert_core_features_residue_change_0_pc=139
protbert_interface_features_protein_change_7_pc=138
protbert_interface_features_protein_change_1_pc=121

parameters:
[boosting: gbdt]
[objective: lambdarank]
[metric: ndcg]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 36]
[num_threads: 80]
[force_col_wise: 1]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 64]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.937444]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 4]
[bagging_seed: 3]
[feature_fraction: 0.471773]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 3.37002e-08]
[lambda_l2: 1.4147e-07]
[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: 4]
[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]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[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: ]
[objective_seed: 5]
[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]
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[eval_at: 1000000]
[multi_error_top_k: 1]
[auc_mu_weights: ]
[num_machines: 1]
[local_listen_port: 12400]
[time_out: 120]
[machine_list_filename: ]
[machines: ]
[gpu_platform_id: -1]
[gpu_device_id: -1]
[gpu_use_dp: 0]

end of parameters

pandas_categorical:[]
