tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=16
objective=lambdarank
feature_names=proteinsolver_core_score_mut protbert_core_score_wt protbert_core_score_mut proteinsolver_core_score_change protbert_core_features_protein_wt_0_pc protbert_core_features_protein_wt_5_pc protbert_core_features_protein_wt_8_pc protbert_core_features_protein_change_2_pc protbert_core_features_protein_change_4_pc protbert_core_features_protein_change_5_pc protbert_core_features_protein_change_6_pc protbert_core_features_protein_change_8_pc protbert_core_features_residue_wt_0_pc protbert_core_features_residue_change_0_pc protbert_core_features_residue_change_1_pc protbert_core_features_residue_change_5_pc protbert_core_features_residue_change_9_pc
feature_infos=[3.7197118274434615e-08:0.99942493438720703] [2.9362364983853695e-08:0.99989438056945801] [5.5082292504948782e-08:0.9998852014541626] [-0.99954664092592793:0.9994167876402571] [-1.7957850316368078:2.7829202172772858] [-0.7848635763324705:1.179071800498406] [-0.66064036715853058:0.99351882056739649] [-0.76891011241756302:0.76891011241756302] [-0.92413318351758766:1.1912847947129126] [-0.49263848455597237:0.61342800956565424] [-0.6660145884265477:0.81059101959117241] [-0.36214238716888958:0.3649298137209348] [-2.7224665366440877:4.7866704736158923] [-2.9324921815353999:2.3593493823342269] [-3.2349753221192521:2.8528241781863923] [-1.4465188228878352:1.4465188228878352] [-1.2705435062311796:1.2705435062311796]
tree_sizes=5850 5836 5824 5845 5839 5802 5865 5864 5890 5890 5856 5860 5883 5875 5864 5878 5907 5932 5919 5909 5928 5887 5937 5919 5919 5937 5935 5926 5921 5936 5918 5916 5957 5933 5940 5965 5935 5901 5956 5950 5958 5926 5932 5930 5949 5936 5940 5951 5941 5944 5977 5954 5966 5939 5957 5980 5937 5941 5963 5934 5934 5934 5930 5924 5979 5970 5919 5977 5956 5954 5954 5930 5947 5939 5964 5920 5955 5952 5924 5933 5944 5933 5934 5971 5967 5939 5901 5916 5960 5949 5979 5943 5963 5943 5913 5922 5962 5969 5953 5912

Tree=0
num_leaves=53
num_cat=0
split_feature=1 3 1 3 1 1 3 3 3 13 3 5 3 1 1 3 13 7 3 14 13 13 5 6 3 7 7 14 8 3 3 14 16 13 16 7 9 5 13 14 6 1 14 13 6 6 3 5 16 6 13 14
split_gain=1209.07 193.775 155.584 88.7933 66.2198 36.1535 22.1835 19.543 18.9804 12.7432 11.6241 9.36749 8.1561 7.17615 6.62564 6.52272 6.2504 6.12646 5.22648 4.2448 4.20032 4.07871 4.03442 3.98971 3.72859 3.07197 3.03997 2.95419 2.74033 2.66607 2.66213 2.51612 2.45869 2.29813 2.11048 2.09253 2.04602 2.01804 2.01181 2.36258 1.90262 1.862 1.63878 1.58763 1.56301 7.34322 1.97454 1.66791 1.45688 1.45193 1.3872 1.37875
threshold=0.068155243992805495 -0.00066456809872761358 0.24111995100975039 0.02930779475718737 0.0086386380717158335 0.0096175889484584349 0.072976760100573315 -0.075039628194645033 -0.03173351846635341 -0.043607682124704179 0.080374221084639444 0.24198830529911722 0.17897755652666095 0.44382876157760626 0.62728336453437816 -0.24940647667972368 0.044537700168593077 -0.00057471521002285908 0.26040027989074593 -0.0058833540451493594 0.058497252159942226 0.10884522961406806 0.26557248399200228 0.19173122278839996 -0.30396894784644241 0.003133029055493518 -0.054470507249952858 0.034652514480607841 0.0067300076484887684 -0.0067563876509666434 0.28171506989747291 0.11079388011636238 0.010987995042453324 0.034471201729976482 0.015776575767303531 0.0037158032485548067 -0.025360746162025841 0.24198830529911722 0.077310094800955562 -0.0011314105410369717 0.2304425738479827 0.00315783778205514 -0.087187518747893433 -0.2079257489950829 -0.025788801457838802 -0.017981852432999972 0.26040027989074593 -0.048958294161536423 0.047925852245121393 0.19790268009248715 0.11596011951224526 -0.1897406405911953
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 27 11 16 24 15 19 13 26 20 29 30 -2 35 33 23 34 49 51 -15 43 -6 50 36 41 -13 -4 -12 44 -18 42 -9 40 -3 -29 39 -26 -7 -1 -10 -8 -28 46 47 -46 -19 -5 -11 -17
right_child=2 5 10 12 7 6 18 9 17 25 14 28 -14 22 -16 21 32 48 -20 -21 -22 -23 -24 -25 38 -27 31 37 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.11140237948712857 0.14791928840444041 -0.12952108869543466 0.13809656283423793 -0.06470405930564023 0.13294951036378708 -0.09080744180657889 -0.1436778057230009 -0.034001810898480415 0.027369191057566883 -0.0053348284694569245 0.047954192586431806 -0.13388078447876983 -0.10319083435031025 0.17483522471291033 0.12863728146091849 0.11814784340248884 -0.048367372644518569 0.051801218646636997 -0.14560809311103784 -0.081491459455930226 0.013972650744956686 0.12081777953647402 0.14517513834320103 -0.052683206850221445 0.078249980051520784 0.063344202220422779 -0.16107263792213439 -0.14528359234397478 -0.098603096065191215 0.08346714141333883 -0.075801046384006032 -0.1705435267587872 0.0067017192489926304 0.045539615417463208 0.03372894173325925 -0.0450402649062678 0.0010731314901291495 -0.088937937328913474 0.10164004695728457 0.010687240495798318 -0.032809515694360157 -0.023444623081803086 -0.033922232709295473 -0.10426681941075266 -0.15003941445919422 -0.1531355715887795 -0.092595257559890967 0.032868180349327529 0.091956229936976608 -0.0013004295136816383 0.046876637970024136 0.069289636983202174
leaf_weight=4.4267378253935004 30.067312752875296 3.2096247839799616 50.199623570207677 20.12648106388588 13.032286829909934 49.233745978826846 14.241444299197608 13.038680897909218 6.5759954389977819 14.646050151717192 5.078231048348246 50.709707933201571 22.673387865568657 172.26134453686427 10.189595663166982 6.6811768200677752 16.800933327907842 23.17797101780161 51.131062007447326 14.226667752631327 14.889668363357485 33.316263109933061 63.517824282887887 12.817056487341686 13.01476976248159 25.933820982005273 44.012095544872864 20.262211701545201 39.51404653875943 10.992882070717313 2.6205610575416358 99.894474237421946 15.646091314691146 10.105245087590445 7.0869544103716171 18.257486909591535 1.9090422677400045 9.4327303391910373 12.695907502972203 8.5957949767507689 6.4197886154447579 5.2759928467785357 12.880771287742393 38.02260618236869 0.5742041557823544 38.706372644067528 4.8684697762946598 3.1467768760630843 14.917034391868581 4.4016854206029157 7.7780505339724177 44.233810933948916
leaf_count=604 4479 439 7833 3461 2028 8670 2353 2245 1078 2582 866 4238 3230 25647 1418 1048 2997 4012 6609 2383 2485 5793 7758 1686 1988 4685 6370 2724 3817 1903 409 12134 2675 1789 1284 3094 303 1037 2133 1464 1029 774 2278 6305 98 5757 356 252 2733 642 1305 7567
internal_value=0 -0.0908648 0.107755 0.0478214 0.00176417 -0.121693 -0.0914429 0.0361737 0.0830555 0.00684151 0.154204 -0.145182 -0.0554246 0.158922 0.075808 0.107903 -0.058427 0.0410612 -0.121646 -0.0397177 -0.0279154 0.093591 0.166856 -0.102786 0.0874014 0.0399185 -0.157455 -0.111785 -0.118453 0.12831 0.00575285 -0.159495 -0.0218236 0.0068936 -0.0101428 -0.0744869 -0.0809782 -0.127448 0.0700394 0.0514069 -0.0841297 -0.0637032 -0.013201 -0.115051 -0.147376 -0.134576 -0.050797 0.00406945 0.0675601 -0.0533351 0.0127979 0.0757395
internal_weight=0 678.562 558.907 244.047 169.447 509.115 222.57 130.049 181.956 82.7102 314.86 286.545 62.0912 296.972 17.8884 114.299 106.358 67.657 116.212 34.3523 39.4178 84.2313 235.779 65.0811 47.3388 48.3579 196.321 39.3977 90.2238 61.1925 7.69879 191.202 32.447 29.562 20.1256 73.911 5.11867 29.6949 34.3065 21.6106 55.6535 9.70273 19.4568 52.2641 91.3079 47.2958 8.58945 3.72098 38.095 24.5282 22.4241 50.915
internal_count=182847 96418 86429 40595 27236 69182 35418 22097 30777 14484 45834 33764 9818 43141 2693 18887 18465 11890 16953 5912 6588 14408 33405 10344 7613 8572 25709 5139 8055 9736 1275 24967 5672 5145 3529 12793 742 3761 5585 3452 9699 1378 3356 8658 12833 6463 706 350 6745 4103 3887 8615
shrinkage=0.1


Tree=1
num_leaves=53
num_cat=0
split_feature=1 3 1 4 0 0 4 1 3 0 1 4 4 1 4 3 4 4 0 1 0 4 3 10 7 1 5 1 7 0 5 0 8 1 14 0 16 1 0 4 3 16 14 4 9 4 0 3 7 5 0 3
split_gain=2435.87 522.342 317.287 223.341 158.149 156.845 72.6428 67.4381 65.2722 58.1931 56.3417 40.2095 33.6858 29.662 32.9682 29.3888 29.285 28.5489 23.2415 22.388 20.3794 20.0768 19.8389 19.1243 17.7239 17.5517 15.5938 14.8977 13.7425 12.8738 12.0381 10.9003 10.7584 10.7077 10.6961 10.4054 10.0431 10.0089 9.96843 9.62921 8.70458 8.06765 7.78122 7.61436 7.24858 10.7716 7.02739 6.88607 6.69348 6.55281 6.49738 6.23412
threshold=0.12823384255170825 -0.020496256649494168 0.65283843874931347 1.3925792515278432 0.0098435776308178919 0.011604080908000471 -0.62583691189810764 0.91257068514823925 -0.0013202936388552187 0.0017207628116011622 0.026404281146824363 -0.19298776351490241 -0.13046691274811825 0.99318313598632824 2.1246048965242164 0.062572663649916663 1.4527206573327875 -0.61376076878980379 0.012461798265576364 0.028464782983064655 0.0013206371804699304 0.31911193500459795 -0.20618219487369058 -0.0045288855785488745 0.0053823712437657822 0.31723904609680181 -0.51037141035064326 0.44382876157760626 0.0014618997763526452 0.15944901108741763 0.33200013172861559 0.044924153015017516 -0.018027028846481104 0.81524819135665905 -0.17279377927181591 0.0024314243346452717 0.00857392406858014 0.97423306107521068 0.0011334373848512771 -0.18628996596226174 0.058783759362995631 0.059128689793015048 -0.1059055300112889 1.4479182887617477 -0.034618606601079981 0.46433331443732356 0.030589812435209755 -0.1259549958631396 -0.0098114668609741874 -0.45253830158541297 0.012461798265576364 0.017492457292973999
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 4 7 20 17 22 11 12 23 40 -4 25 14 16 24 -11 38 -13 -8 -2 49 -7 47 -12 31 -27 46 -21 41 33 -6 -15 42 -29 -19 -24 -16 -1 -30 -3 -10 -20 -22 -32 -46 -14 -5 -33 -9 -39 -44
right_child=2 10 3 9 8 6 19 21 29 13 15 18 27 32 37 -17 -18 35 30 28 43 -23 36 -25 -26 26 -28 34 39 -31 44 48 -34 -35 -36 -37 -38 50 -40 -41 -42 -43 51 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.14233415279050921 0.12633897733529439 -0.1257037399839929 0.13020238601930542 0.054764627514006695 0.038490271148241176 0.043711603843369577 -0.12038437705330821 0.067766776953720506 -0.049726612821100497 -0.028758866188911211 -0.097658258476159832 0.10477526273521963 -0.0038491830527373734 -0.005250430619258689 -0.11935051370665924 -0.12820118437538749 0.08135907992208069 0.067251546265629861 0.074711658059801331 -0.087835354626255649 0.070797608725517255 0.11709025791261587 -0.047416692217963741 0.11595711713133275 -0.051743264334094853 -0.05828787318899678 0.072709473845825115 0.077287139634185875 -0.006070220160499692 -0.095061839806913628 -0.12221902005020974 -0.061737962653534088 0.071460751889833404 0.087814375060987993 -0.00051115130115209084 -0.0061184093679788783 0.0049297127428168976 0.0095654128369276944 0.075374699172358603 -0.063200627551433783 -0.14861462419440627 0.012211259403814909 0.036591748612294916 -0.077901892597570327 0.075499320823356572 -0.041745958957647065 -0.052792410339189792 -0.036193981385896475 0.0051009632072342445 0.15550034955197756 -0.078585518406905017 -0.040176172479008433
leaf_weight=30.433996908599511 93.287788758403622 265.18474169261754 165.88832410325995 35.465657262247987 96.636646167607978 70.08008634170983 82.893918581597973 8.7818850069306773 101.46474092130666 69.224307974334806 226.47474422799132 138.97539136279374 44.71391872887034 26.730535257840529 32.786360449856147 202.91979068523506 37.068278513848782 28.521200860850513 50.505757001461461 92.989846134616528 156.78272062691394 287.62442444241606 72.517600688443054 71.374539621174335 133.82009326689877 9.7708350960165244 127.61881079257 20.774696850799955 55.449350491020596 54.152950244126259 4.2462081247940651 19.801416960137431 57.81173787266016 97.148241590359248 117.75632797786966 59.892966361658182 74.081817500700708 14.250065644737331 82.83539532677969 63.039495176635683 447.26473004116269 26.519132324669044 67.683793215081096 3.5071364492177954 15.620298427529635 15.689837145619093 85.30267379549332 10.860098591307176 61.390877529542195 324.11544085390051 20.204962957184762 12.52216199506074
leaf_count=658 2212 19392 2506 565 3177 1415 5191 98 3983 1030 15372 2576 2301 489 722 15053 856 1451 903 4592 4539 6582 2994 1045 7794 186 2421 359 2534 3235 49 643 1122 1971 1800 3276 3089 298 2434 3404 33006 1160 1102 112 221 243 4055 179 2126 5623 459 244
internal_value=0 -0.0830917 0.0641386 0.092424 0.0207286 -0.0145219 -0.0439912 0.113666 -0.00193468 0.0252215 -0.121402 0.088772 0.0143719 -0.00135552 -0.0250181 -0.0977587 0.00965057 0.0601486 0.0716872 -0.0763359 0.089176 0.136461 -4.6185e-05 0.0834873 -0.0806079 0.0365432 0.063387 -0.0116533 -0.0590615 -0.0541951 0.0542245 0.0157996 0.0472102 0.0626685 0.0111641 0.0175584 -0.0209668 -0.0798093 0.0933851 -0.0364701 -0.14009 -0.0368927 0.0439702 0.0675359 0.00010712 0.016756 -0.0359632 0.0334356 -0.0112098 0.15319 -0.0421414 0.0246002
internal_weight=0 1988.4 2584.06 1564.58 1019.48 712.736 511.052 1188.8 765.903 375.777 1275.66 568.28 583.766 258.076 173.534 563.215 106.293 201.684 402.392 294.373 253.578 620.522 216.68 117.7 360.295 315.219 137.39 268.548 211.479 182.137 263.416 177.829 84.5423 227.86 138.531 88.4142 146.599 67.2414 113.269 118.489 712.449 127.984 130.712 160.29 35.5563 31.3101 130.017 46.3258 81.1923 332.897 34.455 80.206
internal_count=182847 121655 61192 28883 32309 31038 23219 22118 25446 6765 90617 9815 17068 4976 3365 38219 1886 7819 7309 15721 6863 12303 7498 1789 23166 8553 2607 8515 10530 8378 4733 5946 1611 4220 2159 4727 6083 1479 3092 5938 52398 5143 2249 4651 513 464 6356 744 2769 5721 757 1346
shrinkage=0.1


Tree=2
num_leaves=53
num_cat=0
split_feature=2 1 3 2 3 2 4 2 1 3 3 8 4 1 3 8 2 4 3 5 1 4 1 2 1 4 13 4 4 9 2 1 8 1 2 4 6 1 3 5 3 5 5 12 3 6 6 6 2 1 1 1
split_gain=1658.61 257.977 239.827 92.491 78.6523 67.3472 60.2763 42.0867 39.1643 22.574 21.6296 15.3249 15.0307 14.8026 12.4569 12.3221 10.8458 13.167 10.8274 9.71937 9.31977 8.91013 8.56571 8.5534 8.29527 8.05567 7.27495 7.06405 6.69957 6.55572 6.44326 6.2607 6.22406 6.06695 6.02636 5.54687 5.22943 5.81847 5.08715 5.01256 4.9595 4.71152 4.41043 4.32013 4.31883 4.21499 5.33051 5.7761 5.63257 5.05221 4.89906 4.19617
threshold=0.04976931773126126 0.12527465820312503 -0.066214777762070284 0.20307318866252902 -0.014675661921501158 0.23349314928054812 0.68618150553910418 0.0040181034710258254 0.11459830030798913 -0.33080712379887695 -0.26984060741960997 -0.0053685430733650405 1.3582557397339372 0.39015340805053716 0.072976760100573315 -0.015522620881261303 0.0020753592252731328 1.4439149493576366 0.0028600483201444153 -0.45253830158541297 0.9609280824661256 0.68618774321038345 0.09121639654040338 0.0060557432007044562 0.14924114197492602 -1.258911291843329 0.11347385243705814 -0.044220306376673339 -0.044214014595598587 0.084150721260724717 0.0087170340120792406 0.046481553465127952 -0.03066276344336576 0.023017652332782749 0.091901116073131575 -1.258911291843329 -0.30526653718171087 0.99193513393402111 0.11041350325103851 -0.51037141035064326 -0.88486533024115477 -0.23247873200639341 0.41202096090977214 -0.98221161345895958 -0.14463039115071294 -0.024099349872064135 -0.019591157517188613 0.087979980557116935 0.0010573025792837145 0.9843510389328004 0.99426209926605236 0.75990456342697155
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 8 10 9 7 15 18 -2 -1 32 24 29 30 19 17 21 35 40 51 -13 -7 -12 -5 -15 44 39 -29 38 -6 -32 -8 -25 -10 -4 37 -34 41 -27 -3 -9 -18 -44 -11 -38 50 -48 -49 -50 -47 -19
right_child=2 6 3 12 14 22 11 13 34 26 23 16 -14 25 -16 -17 42 20 -20 -21 -22 -23 -24 33 -26 27 -28 28 -30 -31 31 -33 36 -35 -36 -37 45 -39 -40 -41 -42 -43 43 -45 -46 46 47 48 49 -51 -52 -53
leaf_value=0.081459714362266733 0.078545917713139637 0.15538620358918498 -0.013356423107974053 -0.14231746194549383 0.018416112714036644 -0.12993870906067811 -0.011221724769301673 0.021561053349289303 -0.0030092932373214972 0.014209290564347369 0.058090906052553209 0.078419679527970007 -0.095006207910610693 -0.064281385021335166 -0.096475774285941229 0.13177784175183052 0.049516491243242297 0.084835021075425357 -0.099290040221389514 0.10051054340181767 0.076487957145994878 0.1428497214271589 -0.044746345938834239 -0.04844120060393043 -0.095048705904120775 0.032617859556945246 0.041277218513813108 -0.044704788319469897 0.081296961453254921 0.13115295663532855 -0.063132617393235987 -0.015851495618642193 -0.027232644090424963 0.013315222693519965 -0.046443203355378077 -0.072566662225426778 0.074269895146692105 0.066158339488251255 -0.072251331436992833 0.11463915919007173 -0.048557421645384714 0.06281663840333078 0.1064824265058026 -0.05007569675378018 -0.031030758411389414 -0.042591899086949825 0.088108816716858329 0.052942658809487599 0.021278997437668496 -0.081475224190679124 0.10359860949103583 -0.022739044791189683
leaf_weight=68.061042916087899 68.10175633453764 1.424524890258908 19.268290012609214 446.79147512556665 18.421221322838392 31.220826745440718 22.724994420423172 37.489432240719907 62.758998882898595 39.888641421188368 40.358780863316497 38.777454466558993 95.777438055825769 3.1738917641341677 46.528401249437593 348.98412489669863 38.386855016986374 4.6602397986862369 280.66547464539326 78.55027491186047 81.476353215868585 48.305824788520113 19.011027409957023 17.721856188727543 40.652660829160595 7.8998044072650364 41.766212776274187 4.3935961727984241 100.77271495916648 10.446796073578296 73.552289819912403 45.243529355648207 19.335326590575281 154.05571021600917 65.048633096419508 88.66815627408505 52.275197466864483 10.162903927732257 3.3552304574404834 136.23122015099216 6.8705559712834638 106.06555439459771 2.1499787662178269 9.4245063902344537 44.767756361310603 12.269198110559953 27.086408966337331 55.031949653406627 19.917416697542652 6.2787474957294753 2.8007726860232642 16.11002601403743
leaf_count=2654 2670 18 1144 36305 1897 2213 875 2075 4061 2192 3261 611 6971 24 4422 10436 2000 152 25481 2157 1804 1932 1074 1444 2680 172 2291 134 4344 213 7057 3927 901 10506 4175 7132 2092 246 314 4333 133 6346 34 347 2853 331 1085 1353 824 101 72 395
internal_value=0 0.0631722 -0.0840421 -0.103968 -0.00092624 0.00548257 0.0858237 0.10175 -0.073143 0.0321398 0.0324157 0.0569913 -0.131259 0.0787382 -0.0517683 0.123385 0.0746665 0.085603 -0.088936 0.0896414 0.0612475 0.114181 -0.0977233 0.0166752 -0.138379 0.0937439 0.00713409 0.0957602 0.0760263 0.0546544 -0.0365982 -0.0451306 0.0384268 0.00693966 -0.0251187 -0.0620006 0.0439268 0.00496322 0.0491996 0.110148 -0.0132792 0.0520467 0.0332068 -0.0208773 -0.0097159 0.0504688 0.0403756 0.0481277 0.0347793 -0.00338749 -0.0153331 0.0014488
internal_weight=0 1776.77 1344.39 1099.63 463.943 244.756 1312.83 845.658 516.41 194.524 280.197 467.174 583.222 409.828 183.745 435.829 239.291 189.33 388.602 86.8454 102.247 87.0833 50.2319 212.136 487.444 252.471 126.423 249.297 105.166 157.357 137.217 118.796 227.883 171.778 127.808 107.936 205.158 29.4982 146.91 144.131 8.29508 143.555 49.9613 11.5745 84.6564 175.66 123.384 108.315 81.2281 26.1962 15.07 20.7703
internal_count=182264 81022 101242 87949 35168 13293 45854 30699 41993 10006 17865 15155 45956 17955 17303 12744 7275 4894 33757 2308 2351 2543 3287 15211 38985 9007 7336 8983 4478 8948 12881 10984 7880 11950 8236 8276 7005 1147 8735 4505 151 8421 2381 381 5045 5858 3766 3363 2278 925 403 547
shrinkage=0.1


Tree=3
num_leaves=53
num_cat=0
split_feature=2 3 1 2 3 2 1 0 0 6 6 0 1 1 3 0 1 2 7 1 2 6 6 6 9 2 3 10 0 1 6 3 1 13 2 12 6 1 7 6 3 3 6 10 3 0 9 6 3 16 3 7
split_gain=1101.84 191.397 148.805 66.833 44.4837 41.3743 26.1913 17.8389 15.1301 15.0814 16.6534 10.7775 10.3179 10.2853 9.89812 8.14368 7.44291 6.86016 6.4146 6.34103 6.32946 5.99603 8.81359 8.56545 5.97775 5.36388 4.97907 4.86399 4.33103 4.30397 6.13051 4.29791 4.22091 3.90341 3.88176 3.84576 3.80852 3.74849 3.66794 3.65767 3.63057 3.60106 3.30294 3.24624 3.21576 3.14936 2.86294 2.97908 2.83019 2.81035 2.7745 2.76995
threshold=0.038929659873247154 -0.062226365087553852 0.20215182751417163 0.1234688200056553 -0.030521903187036511 0.23349314928054812 0.063349716365337386 0.016627544537186626 0.0032583361025899653 0.19173122278839996 -0.20176563376062195 0.00022927719692233953 0.20927543193101886 0.092741254717111601 0.051817800849676139 0.00053331573144532751 0.34424732625484472 0.0073159479070454845 -0.00147941226612069 0.025735815986990932 6.7742330429609879e-05 -0.35299092965499163 -0.35337321374459069 -0.20261172946171538 0.041610160567588844 0.0082273953594267386 0.028158960863947872 -0.027425831919454902 0.00079794606426730763 0.93275398015975963 0.26066202452910742 -0.40535468328744167 0.55265015363693248 0.036505283883868776 0.27203671634197241 3.4969341434884456 -0.32490455653070555 0.096260268241167082 0.034645049200410109 0.24325796998401319 0.11041350325103851 -0.3446215502917766 0.18809444837258757 0.005352001334835395 -0.30396894784644241 0.017078549601137642 -0.024054427267309681 -0.34922410354876049 -0.18524098023772237 0.019014135534248161 0.22200415871338922 0.0013605834186094328
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 8 7 26 44 24 10 11 -4 18 36 19 -11 31 20 -8 51 35 22 -13 32 27 -21 -3 -1 -24 38 -31 -9 -23 -33 -15 -12 43 -7 -17 45 -20 -37 -38 -5 -2 -10 47 -35 -19 -27 -14 -6
right_child=1 3 9 13 14 37 12 16 39 15 17 21 50 34 -16 29 -18 48 40 25 -22 23 28 -25 -26 49 -28 -29 -30 30 -32 33 -34 46 -36 41 42 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.025479854352429183 0.088673935126185544 -0.062756216769040668 0.11007946353889984 -0.10343741250931973 -0.06883107371307165 -0.10841367759693044 -0.065998793125167723 0.043466183263932728 0.045091931616724569 0.095872968296132455 0.084799065613216804 0.11351123522443091 0.024295209101520523 -0.056964575075161061 -0.074625903610771413 0.045924861326556592 0.051540309873678275 0.10056604402563472 -0.012677169088603141 0.059858738071470775 0.11320827898701909 0.038244443314358875 0.051594744337310941 0.012467502265559935 0.12839103614689501 -0.03122397420316101 -0.094390679259083843 0.072785596408710684 -0.020537777120897143 0.052797055586872504 0.11534356215701701 -0.033153648890961999 0.10002182615291155 -0.20344303208044434 -0.10284050554825455 0.12715672293425878 -0.12256424940098416 -0.041051064631745383 -0.0097073333459059379 -0.019804662840622028 -0.080271332568135831 -0.051081086550669098 -0.10240603904678094 -0.037683090165290201 0.042644289474553072 0.015152682881314331 0.017772117373599173 -0.020438407314133416 0.068535137860934334 0.010002929310694028 -0.077869705828094438 -0.015796881703369698
leaf_weight=5.686036233091726 41.199457789422013 89.247814349655528 42.862660447368398 25.983065974985948 24.285468386100547 24.817160867067287 57.00093072571326 15.910028215206692 63.39150127962057 57.897624080767855 42.210465702111833 8.8340049594407883 37.42199248416 44.360020876047201 36.806153270532377 72.587676883602398 30.639558980365109 45.139497806725558 63.390455200380529 12.99589172384003 349.78337130299769 14.252515259198843 12.269031630828975 20.826921261847019 18.312764410628006 32.676987032638863 112.96985756546201 43.603912456484977 25.79165536025539 61.540161413780879 21.043147694261279 46.205027827905724 49.829753838479519 1.135707603767514 31.686264833471796 1.5381324586924163 362.56942008380429 12.424847863818284 14.156728121248305 17.605470141890692 9.0692756228090712 4.1592437098734072 105.75532284534711 10.596321565331889 24.114074301731307 78.858398661897809 38.680443015065975 3.9106600541272192 71.61880381393712 33.440293017600197 2.8442780726472838 16.580060181840963
leaf_count=190 1530 9395 744 1744 2796 2345 5719 844 4706 912 1234 329 3160 4333 4137 3454 2091 2682 6003 1379 15148 912 240 908 367 3333 12614 2440 1545 1736 876 3782 1815 6 3224 53 37214 1080 709 1416 865 90 9390 940 1592 6692 3017 239 4909 3223 223 1939
internal_value=0 -0.069158 0.0639426 -0.0892279 0.0117065 0.0108491 -0.0561255 0.0287233 0.0399539 0.0858457 0.093214 0.0665218 -0.0271564 -0.110419 -0.0292738 0.0634941 0.00815223 0.102274 -0.0409057 -0.0153522 0.108536 0.0523441 0.0236317 0.0681935 0.0796084 0.00117265 -0.0804356 0.0614448 0.00272756 0.0524141 0.0687558 -0.00441442 0.0862962 -0.0128919 -0.0760991 0.074394 -0.115585 -0.0859699 0.0368455 0.0231772 -0.0211549 -0.00271852 -0.118016 -0.084417 0.0716956 0.0284986 0.00852286 -0.0621882 0.0809318 -0.0103754 0.0170478 -0.04733
internal_weight=0 1191.93 1300.58 952.895 384.243 239.037 371.945 201.795 227.458 916.341 689.116 174.667 169.727 580.95 156.785 227.225 136.481 514.45 129.461 119.979 397.691 131.804 46.8947 84.9092 67.6027 79.1132 202.218 49.2899 38.0607 169.328 82.5833 105.842 64.0823 89.9318 76.0463 47.9078 504.904 37.242 86.7444 159.855 72.4597 5.69738 468.325 36.5794 65.3135 142.25 43.7268 5.04637 116.758 66.1173 40.2663 40.8655
internal_count=182264 111350 70914 94824 32618 16526 37979 13101 15811 38296 30609 6493 15970 56845 16807 7687 9979 24116 12587 12670 16525 5749 2114 3635 2997 7935 22009 2630 1785 6775 2612 7888 2727 7044 7557 1377 49288 3425 4163 12814 6868 143 46604 2684 3122 11398 3262 245 7591 6556 3383 4735
shrinkage=0.1


Tree=4
num_leaves=53
num_cat=0
split_feature=2 1 1 0 4 1 2 0 1 0 2 4 0 0 1 4 7 4 1 1 8 2 0 4 8 5 5 0 4 0 5 5 1 13 1 5 6 2 1 6 2 0 4 13 0 16 2 2 7 2 0 13
split_gain=773.349 123.473 115.368 38.6342 23.6303 22.3002 21.48 21.4652 18.4776 15.0282 13.2161 16.6229 12.4995 11.7643 10.499 9.36226 9.17487 7.41471 6.8116 5.87177 5.73752 5.70635 5.44544 5.33564 5.15544 5.02093 4.48252 4.66419 4.57314 4.44529 4.43501 3.99952 3.84966 3.81587 3.71399 3.56972 3.55167 3.4882 3.39176 3.3807 3.32571 3.20399 3.14513 3.12715 3.11003 3.07711 2.963 2.9093 2.75257 2.65204 2.46279 2.91693
threshold=0.038929659873247154 0.043443473055958755 0.12233802303671838 0.017078549601137642 1.4321650451515984 0.52945247292518627 0.1326427757740021 0.0058423823211342105 0.16217902302742007 0.001507593900896609 0.12649041414260867 1.3084700161966323 0.00031691652839072054 0.010728870052844288 0.026404281146824363 -0.75963156123528075 0.0015615550474812028 -0.044220306376673339 0.28092709183692938 0.9814734458923341 -0.015073229378474039 0.0046353610232472428 0.16934216767549518 -0.87990079864011694 0.016377933573451423 -0.42799163898861653 0.40240512230558639 0.00041687300836201763 -0.044214014595598587 0.00053331573144532751 -0.41454401812162894 -0.33304918039263604 0.99807181954383861 0.06261962455485473 0.9869045913219453 0.26557248399200228 -0.025788801457838802 0.41070176661014562 0.0026768574025481944 -0.20658886667928131 0.9718090593814851 0.0017207628116011622 -0.10944954036641825 -0.049721938972529883 0.020488719455897812 0.0030906086851369093 0.30683399736881262 0.0026844784151762728 0.047209097320112581 0.0017314100987277927 0.12653341889381411 -0.013584748188211202
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 7 15 5 12 8 29 16 36 13 37 -4 23 38 41 43 31 46 -11 -19 -16 -18 -2 40 39 28 -28 -22 -1 32 -7 -30 -10 -29 -21 -6 -12 -9 -14 -13 -3 44 -5 -27 -23 -8 -40 -41 -33 -32 -52
right_child=1 3 4 6 9 17 18 14 33 19 11 24 25 -15 21 -17 22 20 -20 35 26 45 -24 -25 -26 42 27 34 30 -31 50 49 -34 -35 -36 -37 -38 -39 47 48 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=0.096036728841896901 0.09922602842551359 0.11274148028450244 0.1113321927909184 -0.078056231809669641 0.091456264036042609 0.061292776212050253 -0.069669038405427125 -0.096542720575552132 -0.0026954904835703821 -0.018694882430183232 -0.10061034829919893 -0.050986620531284055 -0.16879523061213356 -0.077780908931114806 0.06161522741490353 0.0016214341030553131 -0.0076301415931547267 0.051819252328206555 -0.022571729933756154 0.076038323445342615 0.040443778291545669 -0.024069432161267543 -0.076965175668948005 -0.043324564372212521 -0.029767090763150553 0.080191769124617007 0.1000014932661128 0.0098927061146935648 0.063741061154208023 0.035719499711055709 0.10711456644331863 0.13377096047121323 -0.10118793120575487 0.042411324575143738 0.087858957203612045 0.01788325884643174 0.049795670203937367 -0.12387825330384468 0.042817550962512406 0.029933390060035366 -0.097267919969125122 0.052929516378672915 0.033050437236301515 -0.04311256201752077 0.041241052187350441 0.0067715198782821832 -0.10436257197524851 -0.044656754401547573 -0.064622362866346941 0.10621760911702854 -0.018611047094897398 0.08808641007578398
leaf_weight=17.072945245759911 5.5667587491916493 13.764778692100661 33.107725763693452 47.869872931325517 45.144570202683099 13.640405120211652 62.469716871579294 12.067858924216123 37.862498208131001 34.930528804310597 93.620465350250015 22.753275046910858 1.1913069095462585 128.22020355816494 13.556149811513022 32.945612306801195 86.189240398874972 41.2865784203168 22.41141444954701 14.683315058937294 13.301935066934673 56.6865167584765 13.02461364573537 4.9416002112848201 24.76663044578163 45.692316075255803 20.241032388061285 17.876596200047064 9.0713140864390844 43.010254341257678 194.92532905531698 61.823345689219423 1.6599627649411566 37.141258619754808 9.2688628211617452 37.48637416260317 37.579387920210138 211.1577765735492 4.1206038251912096 11.535404510563238 49.344834545161575 25.777235594636295 63.024833306379151 55.268905731034465 37.299370741173334 75.312843980056641 40.878888320476108 47.29945479088201 4.1796075438614926 81.992263957290561 3.2606051133479932 11.85234565788414
leaf_count=754 294 337 783 5529 981 434 7702 1481 3803 2562 11661 2203 21 16186 1481 3317 8865 2325 2542 746 241 5857 1371 537 1839 2885 278 774 381 3511 10635 2238 41 3765 258 2008 775 25238 595 673 3481 1299 6315 6292 2986 7818 5218 6215 239 3922 174 867
internal_value=0 -0.0633672 0.0572412 -0.0262064 0.0753813 0.0837567 -0.0382923 0.000212775 -0.0227461 0.0420256 -0.0960721 -0.105266 0.0553261 -0.0694448 -0.0149286 0.0409984 -0.0384593 0.0953604 -0.0725706 0.0130303 0.0866683 -0.000126293 -0.0167444 0.0322306 -0.0691575 0.0439342 0.0917767 0.0636826 0.097459 0.052882 0.100891 0.113165 0.0381052 0.0196458 0.0365541 0.0342713 0.0725455 -0.116737 -0.0488556 -0.0076501 -0.0826781 0.0737913 0.049907 -0.0593415 0.0626984 -0.00647443 -0.0834073 -0.0376347 0.00474094 0.118077 0.104095 0.0650717
internal_weight=0 1015.98 1115.18 475.604 846.055 676.231 403.116 269.127 277.356 169.824 540.372 401.643 196.031 138.729 209.043 72.4876 202.353 480.201 125.76 87.1002 322.745 145.556 99.2139 10.5084 96.8647 162.923 281.458 47.3865 234.071 60.0832 220.77 157.456 10.7313 75.0038 27.1455 52.1697 82.724 304.778 63.4879 16.9063 72.0981 39.542 146.017 103.139 82.9917 131.999 103.349 51.4201 15.715 143.816 210.038 15.113
internal_count=182733 111479 71254 50040 43542 36470 45087 27712 29625 7072 61439 44422 13902 17017 23447 4953 22057 22568 15462 5316 15974 15156 10236 831 7523 13119 13649 1310 12339 4265 12098 6594 422 7568 1032 2754 1756 36899 8291 933 5684 1636 12186 11821 5871 13675 12920 6810 912 6160 11676 1041
shrinkage=0.1


Tree=5
num_leaves=53
num_cat=0
split_feature=1 0 1 1 0 4 4 0 7 1 1 9 0 0 5 1 10 0 0 4 1 6 15 7 5 0 6 9 0 4 4 11 8 6 4 1 6 0 11 5 6 7 6 7 4 6 8 4 15 5 7 0
split_gain=558.619 107.72 52.935 46.5331 25.5594 20.9528 18.7314 17.89 11.58 9.78737 8.63104 8.45125 8.03089 7.51552 6.86685 6.72822 6.51985 5.38125 4.51227 4.326 5.89228 4.32207 3.56088 3.51306 3.35259 3.609 3.20197 2.71306 2.71145 2.54924 2.99527 2.46777 2.33001 2.32116 2.27414 2.2244 2.81556 3.8419 2.22124 2.67532 2.16573 2.85085 2.46812 3.03345 2.12022 2.12967 2.04984 2.18479 2.03746 2.01432 1.96574 1.94301
threshold=0.12823384255170825 0.017078549601137642 0.46571111679077154 0.029882107861340049 0.021476618945598606 1.4321650451515984 -0.75963156123528075 0.1657805144786835 0.0017657914573792129 0.021658036857843403 0.9814734458923341 0.068087014052213873 0.2008418217301369 0.0017207628116011622 -0.23961592391380068 0.79755169153213512 -0.0056368863593449997 0.29566593468189245 0.0013206371804699304 1.3582557397339372 0.0049961023032665261 0.2603311449957908 -0.13518988466850415 -0.0025219017648511477 -0.51037141035064326 0.031157779507339004 0.19486835207031675 -0.011928334148721666 0.00053331573144532751 -0.2628818152787652 -1.258911291843329 -0.0024001445027239041 0.0031621836509030999 -0.035884562178083133 -0.038475816538145934 0.99742636084556591 0.26535518777269457 0.00041687300836201763 -0.007863198493264752 0.5958596095223655 0.19930075493875557 0.002376092125122881 -0.20261172946171538 0.005812981694455004 1.4479182887617477 0.19486835207031675 1.0000000180025095e-35 1.4527206573327875 -0.17276579965898192 -0.1470248100624004 0.00207306160351016 0.038142770528793342
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 11 14 13 8 51 -8 18 22 23 27 24 29 -12 19 46 20 -3 34 44 -6 25 -4 -25 48 -11 30 -16 -24 38 -15 -17 36 37 -23 40 -40 42 -42 43 -18 45 -2 47 -7 -1 -10 -22 -5
right_child=2 3 5 7 12 10 9 -9 49 28 16 -13 -14 33 15 21 32 -19 -20 -21 50 35 31 26 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 -37 -38 -39 39 -41 41 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.0647388581579008 0.037905761055450904 -0.10667581315379321 0.045603182951325337 -0.031725115766771041 -0.020533236867185039 -0.036204907418212522 -0.05974983113083409 -0.085213047612092488 -0.034616779192335544 0.071158086017789654 0.026243678956737779 0.11649813277745474 -0.067203118426643005 0.04919028212252069 -0.1313836644145582 0.12055957730375699 0.047186832711258203 -0.10737321408051265 -0.022048512346168243 -0.054379600740500661 -0.083291599810899328 0.084152235313769877 0.067890799556335021 0.023580376131475907 0.069075988090501611 -0.080777270320971026 -0.024042462601456642 0.11163743711819718 0.0033796732037987376 0.055289271849507604 0.094041317452203524 0.034394540422122671 0.11919932569573873 0.0055256574859904326 0.098458337870609841 0.12048042738741996 0.098930011061894141 0.0069278052603913487 0.090270439870841129 -0.08451032634408577 -0.094583359578069043 0.071927891362210908 0.090324622275633384 -0.096296465552924995 -0.15776320600684612 -0.02981494599906459 0.084800004741140828 0.05754332925877257 0.073978350928994574 -0.0056990107601725334 -0.057969446438983142 -0.057994113740626699
leaf_weight=1.5604405989870427 12.190180995588895 102.03868364732989 8.5626314594410342 38.160830280779919 45.141739083854191 4.5662960782647151 28.776360129755631 77.279810130210535 30.191501945955679 6.532288054469972 43.495352282305248 18.54267122480087 19.135612663114443 31.454003678183653 0.58540910482406516 74.28276079587522 9.3583606840111333 134.83441487890013 26.059239175578114 44.389545299607562 94.655559053553588 12.28513281978667 46.874898467918683 69.095785048892139 101.61289770057192 3.0500709688058114 17.727687083737692 22.60701360591338 59.715658777073259 56.618371962016681 33.151110260143469 41.557830367004499 10.423040166497229 19.863026507606264 127.64670137385838 8.2894608017522824 14.407376000905058 13.531218314077703 31.71999240713194 0.8874701913446178 2.2759147610049686 1.8470375239849088 11.859681122470647 1.7313132390845574 0.74524674192070861 7.4785702471563118 7.1493385157082221 5.415863037458621 3.2074233125895288 118.92715150136064 45.65900672958378 108.2273317115687
leaf_count=60 894 14754 278 4751 5121 147 3870 10884 4147 477 2109 390 2635 2103 13 3673 283 15917 2490 4369 14993 190 3414 8370 5895 151 1903 683 7415 5371 2292 3499 194 1376 8029 258 942 573 825 26 44 42 339 42 15 399 160 224 127 13749 6793 15035
internal_value=0 -0.0525217 0.0572585 -0.0681206 0.0211245 0.0737322 0.0188084 -0.0423792 -0.031173 -0.0110738 0.0422077 0.0541153 -0.00669239 0.054887 0.0846166 0.0917086 0.056673 -0.0908801 0.0041543 -0.0831185 -0.088378 0.100153 0.0434709 0.00208976 0.0632596 0.0123374 0.0138538 0.0971864 0.01008 0.0682881 0.0900632 0.0521596 0.0755416 0.0322969 0.106598 0.073295 0.0635225 0.0437086 0.0678839 0.0854705 0.0466598 -0.0199995 0.0586416 0.0246692 0.00581937 0.012153 0.0439939 0.0146704 0.0285075 -0.0115573 -0.07506 -0.0511509
internal_weight=0 968.08 889.302 794.364 278.49 610.812 173.716 372.787 295.507 95.0243 156.789 127.389 151.101 78.6919 454.023 340.798 113.598 421.577 43.1907 286.743 242.353 250.443 108.847 131.965 113.226 11.6127 86.8235 27.3749 66.2479 90.3549 33.7365 88.4327 70.1028 51.317 201.929 48.5132 40.2237 25.8164 59.6798 32.6075 27.0723 4.12295 22.9494 11.0897 20.414 19.6688 17.1315 9.98216 4.76786 149.119 140.315 146.388
internal_count=182733 121503 61230 105392 26640 34590 16111 48566 37682 11762 6925 8611 18029 4349 27665 21341 3904 56826 3021 40909 36540 13665 8221 15394 6324 429 10273 870 7892 7676 2305 6913 1795 3479 11702 1963 1705 763 1601 851 750 86 664 325 1308 1293 531 371 187 17896 21786 19786
shrinkage=0.1


Tree=6
num_leaves=53
num_cat=0
split_feature=2 3 2 2 2 3 3 4 2 3 3 16 4 4 13 4 10 6 2 3 6 4 13 13 10 2 4 11 6 3 3 11 4 10 9 3 2 13 11 9 16 14 3 11 11 3 4 13 11 13 4 12
split_gain=444.636 97.796 38.5314 37.8483 17.3246 15.3194 14.0167 13.8789 10.2716 8.63009 8.57897 7.34989 5.31016 5.15462 4.92517 4.69056 4.62669 4.2509 3.7436 3.61121 3.49193 3.40791 3.36549 3.24182 3.19743 3.16727 2.93255 2.99422 2.89473 2.87234 2.71668 2.66708 3.07476 2.57438 2.24221 2.23955 2.21471 2.20003 2.17422 2.14028 2.13651 2.09922 2.06164 3.19092 2.001 1.9843 1.97066 1.90757 1.78781 1.78576 1.78461 1.72959
threshold=0.03288643620908261 -0.068177256733179079 0.18962956219911578 0.0087170340120792406 0.20992396771907809 -0.096457015722990022 0.03053442016243935 1.4439149493576366 0.0026844784151762728 -0.19151378981769082 -0.31670347647741431 -0.022793791877386151 1.3582557397339372 1.4527206573327875 -0.02346946539003188 -0.29562110566915201 -0.0060677727112094576 0.17329541063708234 0.97938668727874767 0.22200415871338922 -0.019591157517188613 0.58753347660610677 -0.16416185975244987 0.16618183687862723 0.0012007780976815634 0.44774630665779119 -0.044220306376673339 0.0076348650132908348 0.3061130881266923 -0.11384606827050446 0.1851212267065421 0.005773812578017283 0.096606996710703372 0.0095604139405881181 0.027186736955535366 -0.3446215502917766 0.00055359327234327804 -0.12641512584256984 0.024810478905956106 0.00051180348275752473 0.075062314534531133 -0.29496915728737022 -0.40535468328744167 0.020859037681798979 -0.030577705801977797 -0.028135352651588615 -0.044214014595598587 0.65656733339288975 -0.00085891808523909634 0.52000582206752133 2.1246048965242164 3.4969341434884456
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 6 7 9 21 11 8 17 15 24 23 25 20 45 28 50 29 -14 37 39 42 -13 -3 36 -4 27 35 34 -1 38 32 -19 -20 -2 -10 -9 -8 49 -12 -11 -33 -5 -44 -25 -7 -28 -18 -48 -16 -15 -31
right_child=1 2 12 5 -6 14 19 10 26 40 13 22 18 16 30 -17 47 31 33 -21 -22 -23 -24 44 -26 -27 46 -29 -30 51 -32 41 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 43 -45 -46 -47 48 -49 -50 -51 -52 -53
leaf_value=0.10058707111062887 0.061766121575037719 -0.060462654009236755 -0.085464002923966401 0.077056187017007158 -0.063549177595161987 0.0019741076160744229 -0.078397661985700667 0.060395032435620367 0.1069980380864307 -0.006522038173543564 -0.028656429692175439 -0.055386981222400392 -0.04014146742262184 0.046015271561439759 0.015256790641545774 0.012231537391200224 0.06514475875910862 0.1049441028218831 -0.10513974273747435 -0.092877461463012817 0.016534971695602207 -0.0093299666126796712 -0.005941378080740304 -0.14252758953405181 0.099634531850937957 -0.10967113187909337 -0.03985092889753894 0.013055807160328095 -0.026710975930887112 0.079104707574813055 -0.061291489291093626 0.11762177709899034 0.060694059741427379 -0.055271091560537139 0.11068430748444405 0.06117163493145187 -0.0014740023296377805 -0.04927552299773174 -0.052082674577123934 -0.11499396701799494 0.037992855506774587 -0.036197359381680325 0.05273766347863014 -0.027610457709027925 0.0087640755948455752 -0.040106665895121636 0.049330114566586258 -0.099412960510459225 0.0072600332042743231 0.068497339060151041 -0.019138039171682858 -0.011862288272236803
leaf_weight=141.26306011382258 41.74748967535561 67.313081700835028 82.506674424996163 31.162997701118002 22.881222074320249 16.838588155900652 39.158444172076997 36.208796094753779 14.46978518590913 50.437832572290063 8.4651884913910163 15.893709881158427 26.096368399041239 5.7831516784499408 85.340292862707429 21.118385187408421 27.168218164937574 20.348615041948506 29.625305029971059 43.457694141965476 12.29026746423915 8.6664528468972986 102.11988199902407 0.93356027500703831 19.181321238167584 159.25584172485833 3.4933530052658162 9.757901064003816 3.0816626163432366 75.574895747893606 4.7702174065634599 1.1146153060253707 69.431154367397539 16.017868266906589 12.127315872232428 41.044024292605172 6.8846420530462629 77.403309216420894 4.4718159327749154 4.3409701634664097 13.694536180992143 4.0830121982799019 51.373227165102435 5.457840886199846 10.790489363134837 33.470515785469615 36.434820647642482 0.70812351547647168 13.982799527700989 6.7870692762953686 15.255892691900954 2.1451675859279922
leaf_count=8382 3098 9436 13764 2165 3349 1847 6691 1327 857 5855 426 2237 3059 566 10664 2852 1592 968 2388 6066 649 1072 14120 47 419 26592 253 767 218 6289 643 39 3113 1483 464 3880 442 12507 371 86 1488 239 5001 347 1494 4878 4120 37 1781 786 1173 148
internal_value=0 -0.0517657 -0.0687392 0.0519537 0.017179 0.0193753 -0.0462746 0.0661607 0.0749185 0.0301744 0.0383209 -0.0284163 -0.0943218 0.0153007 -0.000452908 0.0524975 0.0341995 0.084408 -0.070393 -0.0682601 -0.0215332 0.0504839 -0.0126078 -0.0520125 0.0656677 -0.101417 0.0499117 0.0641691 0.067419 0.0920777 0.0122414 0.0667107 0.0707419 -0.087667 0.0728102 0.0731465 0.0505142 -0.0590693 0.015883 -0.0580403 0.00299128 -0.00292577 0.0563756 0.0450152 -0.00347847 -0.0260264 0.0326345 0.0609045 0.037669 0.0191914 -0.0012054 0.0765918
internal_weight=0 835.661 670.572 817.769 165.088 248.339 357.07 569.43 433.143 142.207 136.287 197.051 313.502 74.0118 151.678 78.0749 48.9154 313.961 71.7395 160.019 25.0964 96.6605 118.014 79.0371 62.2748 241.763 119.183 65.2717 56.9565 218.983 101.369 94.9774 89.7798 45.6432 53.8748 55.5138 43.0934 116.562 96.5992 12.8062 64.1324 5.19763 87.9941 56.8311 11.724 50.3091 53.911 27.8763 50.4176 92.1274 21.039 77.7201
internal_count=182535 117208 99884 65327 17324 27774 52598 37553 30836 13975 6717 27334 47286 4529 19189 6632 3368 19178 6930 25264 1161 8585 16357 10977 2188 40356 11658 5504 3780 14819 12464 4359 4081 3871 3562 4737 1769 19198 11821 512 7343 278 7513 5348 1541 6725 6154 1629 5901 11450 1739 6437
shrinkage=0.1


Tree=7
num_leaves=53
num_cat=0
split_feature=2 3 1 2 2 1 4 3 1 3 3 10 8 3 4 1 2 9 3 5 1 2 4 1 4 1 1 2 3 8 5 5 9 8 3 10 3 14 3 2 4 8 15 10 8 2 8 4 4 1 1 9
split_gain=348.655 85.4514 39.8664 34.3699 13.7833 13.7565 12.3564 11.1586 9.28236 8.1737 7.52333 6.58159 5.30171 4.66962 3.5145 3.89052 3.51236 3.25409 3.04858 3.03206 2.83893 2.78882 2.51872 2.50011 2.66256 2.49881 2.38793 2.16323 2.08577 2.00741 1.99048 1.95833 2.7209 1.87293 1.86445 3.20972 1.61274 1.57948 1.59725 1.56507 1.82716 1.55813 1.55555 1.59279 1.5054 1.49884 1.52524 1.8112 1.48553 1.48159 1.44295 1.31411
threshold=0.027907215990126136 -0.068177256733179079 0.18858508765697482 0.17844326794147494 0.20992396771907809 0.11216566339135171 1.4439149493576366 -0.028135352651588615 0.9814734458923341 -0.24940647667972368 0.02369717322289944 -0.0060677727112094576 -0.0063324182678631607 -0.26984060741960997 0.63279217698245216 0.065275851637125029 0.012213282752782108 0.027186736955535366 -0.11384606827050446 0.40240512230558639 0.010079225990921261 0.081854101270437254 -1.1984001438149972 0.40707466006278997 0.6211510560645509 0.3045173734426499 0.18858508765697482 0.0068852310068905362 0.15515987481921914 0.014138907885112354 -0.22791574945652596 -0.51958959194866827 -0.00081627145552676218 0.0012269876201224819 -0.42325690691359336 -0.016421323724647233 -0.016548758547287431 -0.09926108386998507 0.10009670862928034 0.9718090593814851 1.3925792515278432 0.0012269876201224819 -0.11702834880023331 0.0012007780976815634 0.042509675270721047 0.0019031752017326655 -0.046814174619023992 -0.099646023259556196 0.66525767313159523 0.26027755439281469 0.94057613611221325 -0.057502430830062637
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 9 10 12 13 18 17 21 36 23 44 15 -5 19 30 41 34 -9 33 -11 -4 31 37 -24 -22 -12 39 -2 32 -25 -3 -14 -36 -10 -7 -39 40 -16 -8 -13 -44 -1 -15 -47 -48 -32 -6 -33 -29
right_child=1 3 6 14 49 25 8 20 11 22 28 42 16 45 29 -17 -18 -19 -20 -21 27 -23 26 24 -26 -27 -28 51 -30 -31 48 50 -34 -35 35 -37 -38 38 -40 -41 -42 -43 43 -45 -46 46 47 -49 -50 -51 -52 -53
leaf_value=0.054380558376082327 0.006916857597165451 -0.038506328595789834 0.029353466150667445 -0.1056674757117287 -0.07138812049907016 -0.046975073412082624 0.0057475917206386614 -0.05930172926260583 0.029796604147529188 0.039437785224577443 -0.059565766370939133 0.017824372614660435 0.10745210755790424 0.050693990278512562 -0.082696654764510102 -0.066964603328884639 0.053952291359057269 0.096081372721030067 -0.039431888909917202 0.060522971476866694 0.029240798856056373 -0.058303402738176018 -0.016750955046452156 -0.1040734669283831 0.040722381731398763 0.022017131384340818 0.02460803085055125 -0.10826409952284466 -0.085882620899342274 -0.049331019849061339 0.057961354830360856 0.065934559363830358 0.066991220574828911 -0.009597689010593706 0.045043710472267656 0.093301856420899554 -0.029595137252671513 0.00079176397551266762 -0.05812075158934854 -0.095056293132538688 -0.041092074711140431 0.071585792378814544 0.064135714962616594 0.098754544960732146 0.11572885355746942 -0.037103440223803762 0.027385957377082961 -0.0099057281511691388 -0.025894108361022912 0.0021073689872634677 0.091567082811611508 -0.016244464613384364
leaf_weight=26.96335617253499 12.006310537457464 49.125125853617646 22.641800452543976 130.50152363478264 16.943891366878237 12.867749711003851 16.794349649338987 14.449038731327162 26.737953597330488 18.473650823609205 86.267415313403035 4.2637876961380234 65.851569890975952 12.266324236319631 32.58967305184342 32.583696015524765 33.469222805571917 14.59839411312714 14.587556104990652 31.85819876473397 11.400852203301836 35.805121825636888 40.817377032959484 1.434087772737257 32.434950615570415 24.611485741806973 21.193695660193043 1.5946681449422602 46.530188461227226 23.938572183222277 38.052481732302113 51.17638474998239 2.5689409428741774 41.2286671687325 16.293359701696318 91.266679922715412 5.4995666978647924 35.617473459351459 5.2673119567552922 46.013035483862041 15.697877938888267 4.5571316020796067 28.062608622713014 25.561826461111195 4.7045074098277828 5.6111286079394622 47.429185250002774 17.940979967592284 2.2271125673432826 3.2708308288711114 38.933589280000888 42.029098168291966
leaf_count=2306 1307 7309 2259 26449 2814 1694 1251 2711 1605 1468 16234 182 3782 1595 5460 6177 3713 554 1442 1079 1745 5975 5545 54 3150 3555 2767 126 7614 2977 3572 3984 76 6281 1078 8268 425 5215 871 5432 2003 211 1088 563 110 449 5093 3021 308 535 2387 6666
internal_value=0 -0.0454452 0.0516457 -0.0626034 0.0178951 -0.0410746 0.0659555 0.0117539 0.0387484 0.0285179 -0.052183 0.0558808 0.0747948 0.0308795 -0.0884132 -0.0979429 0.0840412 0.0543476 -0.00422162 0.0889421 -0.0198815 -0.0346876 0.00704572 0.0599901 0.0654668 -0.00436297 -0.00261261 -0.00951437 -0.0687969 -0.0752564 0.0426671 0.0739854 0.00551992 -0.0253197 0.0941565 0.0860002 0.019654 -0.0164448 -0.00681985 -0.0818272 -0.0691912 0.0198471 0.0760432 0.0806649 0.0635535 0.0184394 0.0128543 0.0171513 0.0533156 -0.0595047 0.0770253 -0.0196505
internal_weight=0 786.229 698.383 618.645 167.584 337.321 513.994 184.389 126.065 147.369 258.957 90.1257 387.929 114.915 281.324 163.085 238.739 66.8843 35.939 205.27 69.4737 126.159 80.4847 149.19 126.548 78.364 62.0111 55.0246 132.798 118.239 52.2859 94.113 4.00303 90.3538 173.412 107.56 32.2375 53.7525 40.8848 94.3006 48.2876 21.3515 57.8882 53.6244 31.6679 83.2476 70.9813 65.3702 40.2796 20.2147 90.11 43.6238
internal_count=182535 122116 60419 103246 18870 54748 36597 23822 6767 15521 43413 3863 29830 12574 48498 32626 17920 5741 2904 14207 11248 19565 9780 11910 9651 11335 8312 8537 23848 15872 5187 6501 130 13590 13128 9346 2030 7780 6086 12895 7463 1462 1833 1651 2416 10158 8563 8114 3880 3349 6371 6792
shrinkage=0.1


Tree=8
num_leaves=53
num_cat=0
split_feature=2 1 3 3 3 4 2 2 2 1 8 3 4 1 4 14 3 13 3 3 10 13 6 3 4 1 6 4 3 4 1 14 4 11 2 2 12 2 6 4 11 11 14 8 4 13 8 11 1 1 2 8
split_gain=271.051 78.7635 28.5822 26.0462 11.8585 10.5478 9.25088 8.38638 7.65721 6.51823 6.4773 4.24644 3.93916 3.83302 3.79801 3.04861 2.95773 2.7333 2.59175 2.43881 2.36417 2.30437 2.28363 2.47673 2.19632 2.11534 2.09151 1.89895 1.76373 1.70575 1.63723 1.62649 1.59115 1.54803 1.53025 1.52068 1.48276 1.4796 1.72756 1.44576 1.35912 1.33303 1.3137 1.30821 1.30787 1.28492 1.38393 1.26653 1.26504 1.25864 1.31877 1.20621
threshold=0.066690649837255492 0.19510867446660998 -0.0013202936388552187 -0.040934740565717213 -0.24940647667972368 0.68618150553910418 0.23349314928054812 0.39419962465763098 0.0011764554656110706 0.94057613611221325 -0.0066336148921155181 0.19139109623483821 0.6451882291709875 0.053581265732645995 -1.258911291843329 -0.26579566708581809 -0.3446215502917766 0.088001440016638219 -0.26006478257477278 -0.1173841361523955 -0.0082133326283312571 1.0000000180025095e-35 0.19790268009248715 0.058783759362995631 0.68618774321038345 0.012669342570006849 0.19966159345964965 1.0513002251316854 0.31847900772118015 -0.13667389968979302 0.11459830030798913 -0.11751479940887076 -0.057416761982396335 0.0032141890072325588 0.55873683094978344 0.0082273953594267386 -0.13972688934484936 0.00034365187457297003 -0.25241808270869082 -1.258911291843329 -0.020531995024348822 0.023341516736931436 -0.36333760331657822 -0.058228173525899894 -0.099646023259556196 -0.13163486385834569 -0.00077008908546910646 -0.0065666648803683232 0.99742636084556591 0.040350245311856277 0.013286274392157795 0.0088306993053366544
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 7 15 9 13 14 10 16 43 25 34 -5 -2 -1 37 19 -16 -6 -12 -15 23 32 -10 -4 -19 -26 51 -17 -20 36 39 44 -8 -27 -22 -3 -39 47 -33 -28 -40 -7 -24 -37 -47 -18 -29 50 -21 -14
right_child=3 5 11 6 17 8 12 -9 24 -11 20 -13 28 21 18 29 22 26 30 49 31 -23 33 -25 27 35 41 48 -30 -31 -32 40 -34 -35 -36 45 -38 38 42 -41 -42 -43 -44 -45 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=0.10342906899128819 0.047455922243849286 0.11452915552241301 -0.063727284543319301 -0.068996163359057575 0.025320869065353486 -0.047669519285900089 -0.084076651509123579 -0.07667216564891656 -0.041762833412328192 0.092010951508451885 0.033979359755751747 -0.088234075290202149 -0.071700759364408118 -0.055673357764724811 0.02214604654138335 0.054909894563366902 -0.10079027475706258 0.025435625065585783 -0.042940123224561477 -0.0013345849885768816 0.037205387222859064 -0.022039929325498937 0.062377554595263354 -0.0010531530081074973 0.048309341391392056 0.029312644563256288 -0.0025000064870295616 0.0020209739961313321 -0.088194298554351208 0.0079602590070198907 -0.003032531255789889 -0.078891536094635117 0.047818162598513583 -0.021137643845468672 -0.1072081327516174 -0.056304748204509994 0.093306551261836151 0.02841677903049768 0.11861531441992471 0.077298070873794783 0.061698182481081436 -0.08328790938738953 0.07187466530146569 0.028065257212440631 0.016596972762806968 -0.040294229781216842 -0.008904316765207955 0.079441558914505273 -0.16140846457289451 -0.0050945510606575208 -0.048048398303083432 -0.043167762564509965
leaf_weight=11.135595010593532 14.770367249584522 9.5167839023633842 20.364475079040858 84.594617375434609 20.347846188022231 2.3596717669861382 49.258188755316951 16.505361259027268 8.3608009358867985 100.23009940552583 19.098613920155913 17.805733761910233 37.217842253448907 40.131019877226208 18.267660484547378 37.707374850215274 0.8575949149671942 69.117679945396958 20.667555671141599 9.399080086397591 5.3977919297758481 41.430654553805653 11.815805351146997 6.3812285791791501 11.560063641518353 4.4322139813302774 10.3913035436708 22.221754345286175 35.996909653214971 9.7437207868788374 20.442635005576449 0.68380912917200376 38.582778867596062 5.3163318775623329 69.948527540549549 15.63686719349789 38.837634393144981 7.9222098967293269 7.1233387698302968 52.271463889643201 45.610756320413202 2.5248414221350677 40.164630760773434 57.386506205599289 13.239909150521269 26.875834898848549 29.426763326275253 0.68631046649534144 0.46634750161319871 59.222021043882705 16.914564254253492 24.807022724708077
leaf_count=437 1036 489 4405 17245 2551 187 11163 3155 555 6780 1103 3184 6181 7453 2285 2676 34 9590 3461 1588 270 7344 864 900 2133 769 1370 2779 4742 1426 3221 27 5734 589 16443 2937 1537 550 351 5952 1930 251 3607 4405 1447 4785 5416 47 5 8527 2697 3748
internal_value=0 0.0335854 -0.00209695 -0.0604541 0.0170825 0.0590404 -0.071852 -0.0122464 0.0420295 0.0712981 0.0515612 -0.043369 -0.0854404 -0.0540798 0.00210951 0.0563566 0.0605827 0.00483392 -0.00918123 -0.00578142 0.0659972 -0.0385971 0.0518239 0.0591983 0.00413442 -0.0350964 0.0185338 0.0153547 -0.0705605 0.0452757 -0.0231053 0.0727439 0.0633588 0.0278196 -0.0976636 -0.0274491 0.0864784 0.0780405 0.0717163 0.0744814 0.0595924 -0.0183842 0.0789571 0.025061 0.0382149 -0.0309525 -0.0238961 -0.0206797 -0.00146075 -0.0131839 -0.0313745 -0.0603044
internal_weight=0 867.138 361.046 474.038 246.504 506.092 383.385 90.6536 211.984 294.108 169.375 114.542 217.228 166.156 74.1482 58.5867 193.878 187.917 59.3779 105.884 109.629 81.5617 129.151 98.7794 42.609 96.7362 82.0338 34.2482 98.0218 47.4511 41.1102 90.53 92.3981 30.372 119.207 76.3717 44.2354 64.727 55.2102 53.8154 46.2946 12.9161 47.288 59.7462 25.0557 71.9395 56.3026 1.54391 22.6881 85.5357 26.3136 62.0249
internal_count=182361 94884 52609 87477 31113 42275 74319 13158 14931 27344 9459 21496 42277 32042 10003 4539 20564 26574 8967 15363 4867 14797 15567 12667 5472 18312 11211 4917 14671 4102 6682 3764 11767 2900 27606 13907 1807 4997 4508 6033 1957 1621 3958 4592 2311 13138 10201 81 2784 12812 4285 9929
shrinkage=0.1


Tree=9
num_leaves=53
num_cat=0
split_feature=3 0 3 3 11 14 0 6 4 11 5 4 11 4 14 10 5 14 11 4 5 11 5 15 16 11 4 3 14 3 16 3 6 12 3 5 16 14 12 3 4 6 5 5 4 12 4 5 10 6 3 12
split_gain=193.554 50.092 20.484 15.005 8.3569 7.23825 6.46855 4.05035 3.7204 3.48024 3.3351 3.24852 3.22322 3.05291 2.96132 2.37403 2.21814 2.17502 2.0755 2.04883 1.9892 1.98625 2.3731 1.97674 1.91617 1.77407 2.01198 1.76033 1.58469 1.54423 1.51735 1.42189 1.42156 1.41189 1.31809 1.30331 1.28258 1.23067 1.20748 1.17953 1.12573 1.11415 1.25747 1.11384 1.07734 1.04556 1.01366 1.12446 1.10424 0.978543 0.932278 1.27187
threshold=-0.0028591379523277278 0.0032583361025899653 0.11406793072819711 -0.24940647667972368 -0.0020376804505142501 -0.016681437776321379 0.00022927719692233953 0.17329541063708234 1.1674866103388395 -0.0029709800492109923 -0.51037141035064326 -0.24653996915876894 -0.0015651383942850573 -0.45605419000013842 -0.1224005876674655 0.0032651361837652093 0.23762059227510596 0.10851225080172956 0.001431793615380595 -0.16221521622693433 -0.23961592391380068 0.0013086120816036618 -0.24012935467358248 -0.21601908391745508 0.022364075171094965 0.00085056812175046323 1.3582557397339372 0.33154056686908012 -0.013126864673599093 -0.1173841361523955 0.0038793833327951462 0.26040027989074593 0.19486835207031675 0.1871433668564112 -0.50470731093082566 -0.23961592391380068 -0.011953296577979023 -0.0070335502845002519 -0.018475544456632308 -0.33080712379887695 -0.0069611825854002619 -0.19874310876297038 -0.035732376577205627 0.29210572062485202 -1.1614503417449777 -0.32830284926115022 -0.56648254719179159 0.40826573561653695 -0.027425831919454902 -0.24877265088698977 -0.84611661394592363 0.43860047253352813
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 6 5 10 14 9 19 11 20 13 -3 24 27 -2 16 -10 35 30 -13 23 21 22 -8 -1 -6 26 38 -4 43 49 -7 -14 39 -17 -27 -5 45 46 -12 -22 -32 -15 -43 -21 -37 -11 48 -48 -9 -16 -30 -52
right_child=2 3 12 4 7 17 8 37 15 36 25 18 31 41 29 33 -18 -19 -20 28 32 -23 -24 -25 -26 34 -28 -29 50 -31 40 -33 -34 -35 -36 44 -38 -39 -40 -41 -42 42 -44 -45 -46 -47 47 -49 -50 -51 51 -53
leaf_value=0.01172785398714573 -0.033492487619214327 -0.025709088251294806 -0.034116138036666015 0.016540610543187163 -0.0033532354380523296 -0.049473176633534066 0.077274789058420529 -0.090106996664596317 0.013930206243057758 -0.057731456667082383 0.048187576992571209 -0.0010391412282801805 -0.069644851096695395 -0.023270003099789889 -0.018449920738287898 -0.023447647822172148 0.011970214582305518 -0.060851637411634199 -0.035538402597117172 0.0964254263809462 0.098982790854727165 -0.00029358497314327571 0.0038510232004588343 0.12171137265826509 0.024877220013995106 0.053784683736474138 0.020240847712654213 -0.075729267975762321 0.084335066643838913 0.0029211715517794691 -0.011909005016402529 -0.089890576941322381 0.051983197886587722 0.09956212887430993 0.010916137795366734 -0.029511824074596911 -0.014732940244335769 -0.050203751796105915 0.072288137176100886 0.067830264716613839 -0.04259237296884355 0.0073644414122102488 0.047788905251249313 0.069722228764504332 0.06079956730935987 -0.019595207633535311 0.018706621131998624 -0.038430792609275295 -0.0089990836394567009 0.037810260108974703 0.081916870322108343 -0.041058002082769246
leaf_weight=1.7566586473258237 13.627994737340485 6.7077084942720822 25.173929398726614 9.821592341817448 49.130412935308414 48.87768653396779 17.757279013574596 3.3423336046980694 26.720251868537161 19.132497194877946 45.786831366021943 35.728311502403812 55.99315486532214 4.6808136842446393 3.5424154269567252 1.1053960223216552 24.611698312248336 62.629999217238947 34.048701776613598 39.59049469672027 26.279263977135997 7.3957072057819451 5.8534283218905321 24.200571832188871 47.062400930022704 10.993415919685505 15.766467944660688 17.09966887353221 2.0817730332491919 78.720602510351455 28.945503274120711 93.145461567015445 18.705347916329629 5.7686153267859481 20.609692651574733 1.3611515097436484 31.826094241940154 24.642590687606571 38.403905019455124 23.03262668842217 20.379598064624588 14.379778436763443 16.5539147475065 26.273873955244198 36.077311617551459 11.550967313165527 9.1914736831931787 5.4847247531870371 3.3630024223239188 23.778766894567525 1.259301271522417 2.4462220416171476
leaf_count=77 2346 556 5344 1151 7322 11284 1568 341 1618 4035 4901 7382 12124 580 389 59 2411 13004 7127 1682 2230 624 299 963 6648 1219 1282 3263 76 12133 6038 18071 1054 176 2413 113 6398 3782 4225 2974 4629 2465 2441 567 4637 2389 1494 635 405 3257 65 95
internal_value=0 0.0316836 -0.0503125 0.0147149 0.00467708 -0.0327022 0.0706083 -0.00873438 0.0562136 -0.0131502 0.0430168 -0.00145428 -0.0753856 0.00673174 0.0206569 0.0274373 0.0363257 -0.0462846 -0.0178783 0.0901523 0.0659695 0.0449324 0.0590884 0.114281 0.0104606 0.0465238 0.0530544 -0.0509732 0.0813852 0.0100328 -0.0369851 -0.0822986 0.0755454 0.0797718 0.02585 0.0490001 -0.0288099 -0.0349769 0.0591939 0.0844614 -0.0245971 0.0221326 0.0290121 0.0857948 0.0575038 -0.0433943 -0.0174009 -0.00266697 -0.0495581 0.0305085 0.0310928 0.000923941
internal_weight=0 758.402 463.997 528.176 389.907 272.585 230.227 211.994 132.618 111.752 138.268 165.97 191.412 49.2425 177.914 33.5943 71.8718 160.833 69.777 97.6089 99.0237 31.0064 23.6107 25.9572 96.1928 131.56 99.9572 42.2736 71.6517 106.042 98.2028 149.139 68.0172 6.87401 31.6031 47.2601 62.5096 46.0241 84.1907 49.3119 49.3251 35.6145 30.9337 65.8644 37.4385 30.6835 21.3815 14.6762 6.70534 27.3212 5.7873 3.70552
internal_count=182361 87950 94411 73823 59227 55609 14127 35136 10602 20654 14596 28479 38802 7832 24091 1853 8312 34955 14509 3525 8749 2491 1867 1040 13970 14040 10408 8607 2485 15779 21951 30195 6258 235 3632 5901 12822 6657 9126 5204 10667 5486 4906 2249 4750 6424 2875 2129 746 3646 236 160
shrinkage=0.1


Tree=10
num_leaves=53
num_cat=0
split_feature=1 3 0 1 4 1 0 1 0 4 3 16 4 1 1 5 10 0 4 1 4 4 5 5 7 1 9 4 7 3 10 7 5 9 5 4 4 0 14 5 4 1 3 1 5 5 0 4 5 0 8 7
split_gain=175.359 56.8416 18.1001 14.6787 13.5691 9.56428 8.4927 7.69262 5.40429 5.03391 4.67558 3.18139 3.04626 3.03116 2.83532 2.8077 2.57222 2.56781 2.43913 2.40602 2.14813 2.06709 2.68054 1.95576 1.91845 1.68548 1.68372 1.65531 1.61618 1.60292 1.55981 1.47851 1.43508 1.33078 2.3143 1.32734 3.4978 1.28433 1.21645 1.18438 1.14301 1.36386 1.43733 1.13094 1.11069 1.10537 1.08635 1.04809 1.20188 1.03236 1.02215 1.00596
threshold=0.1577062010765076 -0.013751870719715951 0.010268175508826973 0.48695085942745214 1.4321650451515984 0.0086386380717158335 0.00041687300836201763 0.020332548767328266 0.0011334373848512771 -0.82523462081142951 0.13505568262189629 -0.012778847786414129 -0.044220306376673339 0.94057613611221325 0.99318313598632824 -0.41454401812162894 -0.00068587241254604954 0.06898826360702516 -1.1984001438149972 0.83280652761459362 1.3582557397339372 -0.047862418471297123 -0.51037141035064326 0.41596656779400282 0.0017657914573792129 1.7258325897273611e-05 -0.024054427267309681 -1.258911291843329 -0.0023080669331861578 -0.50470731093082566 -0.013247951520462835 -0.0030615256637407397 -0.51037141035064326 0.051509423949563531 -0.031227141216656318 2.1246048965242164 1.4527206573327875 0.00066006020642817031 0.0023525682343876579 0.40240512230558639 1.4527206573327875 0.99807181954383861 -0.92367505627044 0.0015610320260748269 0.41596656779400282 -0.25800539118363436 0.001507593900896609 0.67095369076938105 -0.21227429510404608 0.023536745458841327 -0.014200728054555181 -0.0032882626636701559
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 9 6 12 20 -2 -4 16 33 11 -7 19 26 35 30 40 21 29 27 39 22 -8 51 -13 -22 -14 -5 -19 -9 -15 -20 46 34 -1 36 -10 -11 -31 43 41 42 -6 -3 49 -30 -21 48 -12 50 -28 -17
right_child=3 5 7 4 8 10 17 18 14 37 47 24 13 15 -16 23 -18 28 31 32 25 -23 -24 -25 -26 -27 44 -29 45 38 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.009374686824104873 0.084077049575828247 -0.10191449288116994 -0.067324760062834041 -0.11565388022297847 -0.10479308817061564 -0.052714838178448457 -0.033545413658821022 0.087218655035459947 -0.02264513250838986 0.054908641236889016 -0.052398855417152217 -0.040287813600868909 -0.026406177462322614 0.10549975517253347 0.032358530691891582 0.063140336706533171 0.075103353206981457 -0.038572438192547825 -0.031433218122222099 0.096042772700302897 -0.088122095939943981 -0.00097331980324504269 0.03762123707210533 0.050584893589741636 -0.012282741599627046 -0.047868905304697833 0.030123322528716596 0.069701002561451328 -0.042252112909658968 -0.0093557472040513949 -0.045568610597000105 -0.006539194633262334 0.10563024502208887 0.095329801971310468 0.071775617588420978 -0.035207704475690722 0.068462321757904177 0.0063662415671330175 0.029387945841789331 -0.061699671578909467 0.051130053748987492 0.10797871088958136 0.0085706498831206405 -0.079084179220615003 0.02153290751426698 0.014582779429203444 -0.1149972265424659 -0.030432554111898831 -0.084577303272034277 0.039713964020955533 0.075199920031314121 0.092612884272146381
leaf_weight=8.1134564722306113 17.152861380949616 44.844104303749191 24.633559799178329 0.47282851237105106 1.247747255489229 78.738104427065991 5.9031451938208184 2.8799433899112037 14.248458867659794 6.6538186447723993 17.083595437827171 47.004101024715055 3.0587534928927189 0.87251458142418448 23.850350432796404 15.294089828792492 23.090415310813114 14.785991756471047 34.423317088036129 0.43296711519360442 15.212416243390178 34.562148311903002 50.151398690344649 21.000683283316903 51.03022583094571 33.196110110118752 6.241041071683866 37.686414056151989 4.1903591815935242 16.572242113179527 2.9282346419058731 77.6863042229852 38.565220075823163 11.362610286450943 22.264120752981398 14.69729474338237 5.9629158215248017 29.816662615517998 15.829311073131974 16.902727432316169 10.998947937390765 1.1767587726935733 9.6173184770159441 43.060169979115017 12.00730428623501 18.305290246007644 0.51486215507611632 6.0499922289454835 37.040890688993386 25.221092073683394 26.649190570024075 50.124604871554766
leaf_count=626 803 12370 5269 19 25 18356 546 205 1107 721 3920 11240 388 41 1611 1619 538 2947 6451 9 1409 6234 6804 713 10690 4920 664 4306 812 1675 206 14317 3915 461 1590 1695 1003 5188 1693 2322 559 34 339 12560 789 3574 29 1339 9799 5024 3575 5632
internal_value=0 -0.0346858 0.00251548 0.0447463 0.0559417 -0.0585444 0.018041 -0.015619 0.0259118 0.0423969 -0.045948 -0.0377454 0.0690049 0.061239 0.00579545 0.0735111 0.0515227 0.00917432 -0.00697036 0.0853244 -0.0780171 0.0182618 0.0301185 0.0772101 -0.025715 -0.0605459 0.0460946 0.067352 -0.012912 0.0159556 -0.0105624 -0.0141867 0.102643 0.0661046 0.0551242 -0.0123602 0.00427026 0.0152447 0.0095776 -0.0860753 0.0278519 0.00654618 -0.00459645 -0.0907491 0.0492631 0.00397116 -0.018601 -0.0700265 -0.074441 0.0549847 0.0666672 0.0857414
internal_weight=0 640.398 250.235 491.011 345.96 390.162 145.051 172.025 104.89 78.2107 236.947 176.772 241.07 163.398 58.759 90.2201 46.1312 127.898 147.391 77.6723 153.216 90.6167 56.0545 86.4194 98.0343 48.4085 73.1774 38.1592 37.2816 35.2815 3.80075 112.11 39.513 41.7402 30.3776 34.9087 20.2114 36.4705 32.4016 104.807 23.0408 12.0418 10.8651 87.9043 70.1186 22.4956 0.947829 60.1745 54.1245 58.1113 32.8902 65.4187
internal_count=182681 127121 38196 55560 33840 88925 21720 29610 6911 8586 55344 40286 26929 18651 5416 8211 1495 20917 24341 8278 33581 13584 7350 7964 21930 6329 10440 4325 7333 3573 247 20768 3953 2677 2216 3805 2110 5909 3368 27252 957 398 364 24930 10052 4386 38 15058 13719 9263 4239 7251
shrinkage=0.1


Tree=11
num_leaves=53
num_cat=0
split_feature=2 1 1 0 0 2 8 2 1 0 2 0 1 5 5 0 16 9 1 8 5 5 1 9 5 5 1 5 12 2 0 0 1 9 1 5 1 16 5 12 2 2 2 1 8 0 7 2 0 12 5 7
split_gain=149.464 32.994 24.686 10.6432 7.09147 6.48082 5.64461 3.84749 3.72573 3.03724 2.96323 2.74796 2.66261 2.44566 2.29389 2.11093 1.92357 1.91457 1.9021 1.78772 1.73141 2.4846 2.10441 1.71405 1.67248 2.93234 1.65577 2.61711 1.89494 1.60325 1.52481 1.52364 1.49364 1.48141 1.30743 1.24489 1.53975 1.2388 1.20016 1.37799 1.16645 1.12188 1.08585 1.06161 0.995073 0.961341 1.26236 0.959822 0.943845 0.901287 0.892196 0.886289
threshold=0.040415603667497642 0.03426462039351464 0.096260268241167082 0.015603461768478157 0.0094247404485940951 0.11334633082151414 -0.0074298913675974283 0.0046353610232472428 0.1577062010765076 0.00015680849901400509 0.1358769237995148 0.0038533433107659225 0.013199685607105495 0.26557248399200228 0.23762059227510596 0.43446987867355352 -0.0055442861372073026 0.051509423949563531 0.28092709183692938 0.0058687485816196925 -0.45253830158541297 0.2601712557127358 0.40707466006278997 0.012441519552569285 0.0053125538262997077 -0.04029426581928764 0.99807181954383861 -0.037908233087746553 2.4948717947223638 0.0056846209336072215 5.0803284466383054e-05 0.00095477624563500296 0.48695085942745214 -0.066930597239883496 0.99676865339279186 -0.20348823165417382 0.99807181954383861 -0.030045289457323245 -0.38049350494247985 1.4002301470386784 0.41070176661014562 0.99456065893173229 4.9472579121356837e-05 0.99318313598632824 -0.009564359916554863 0.56189221143722545 -0.034176589251357824 8.8476649580115935e-06 0.069787394255399718 1.4336277920655465 -0.031227141216656318 -0.0035211005708889408
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 4 23 17 8 9 13 15 -4 11 -2 -6 24 38 16 -5 50 40 -16 -11 22 -22 -3 25 35 27 28 34 -14 -15 -9 -33 -24 -27 36 -8 -31 39 45 -7 -21 44 47 -35 46 -12 -30 -44 -41 -1 -10
right_child=1 3 6 5 12 18 7 31 51 20 14 -13 29 30 19 -17 -18 -19 -20 41 21 -23 33 -25 -26 26 -28 -29 43 37 -32 32 -34 42 -36 -37 -38 -39 -40 49 -42 -43 48 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.0085986107966858401 0.058965703433428246 0.01917994022928184 0.075228139955499998 -0.032907121562803975 -0.049916595562373295 -0.047447072045307917 0.071293574689590494 0.078104886776134266 -0.0079078397244288483 -0.01746322925788539 0.054964517574314503 -0.053884500601812491 0.035082260898087331 0.079393854202810615 -0.078595874460377871 -0.085648907261105495 -0.0061343481279619262 0.092272605593539447 -0.01424617158581068 -0.033832912819624222 0.014371843094648935 0.010912207717049106 -0.11374228744138237 0.06730129427896904 0.10036205783315862 -0.013307611214883101 0.096379575610113566 0.078188984443950865 0.11472726821223045 -0.031782617887741338 0.042767472485148395 0.023103498585143808 0.050465993593612139 0.032708654535993635 -0.1189202289524614 0.093172290232775984 -0.0078699428510844611 -0.0037268951151964501 -0.089123952150195918 0.15933000112288834 -0.079016257003938217 -0.077427540430674291 0.062725234290931894 0.13180424443055846 -0.076418309274088395 -0.11521640397670674 -0.066185746943973056 -0.036783247302433424 0.026809065247802574 -0.011462581706310329 0.041091765830873775 0.025803973318442471
leaf_weight=15.422207506460834 2.2374630632293693 26.915604244133647 14.270237579970852 50.59874282133751 18.058708481359645 54.709721909999644 35.960870235401671 8.9947581512387824 11.353177618948392 8.3172528818249685 1.0125581577885885 51.861609654355561 7.9524417727479877 14.184341544518245 29.77443859197956 4.9109762321386361 57.142543822323205 5.0595887031522571 14.355288443395692 24.219955119762744 22.17238670423103 44.9128786722722 0.52597142697777499 10.204769100324482 19.542759178013512 6.7258951539406571 3.5359614740009411 5.40463034293498 0.60084974858909967 22.400510820298223 57.747123455395922 46.981620360704255 34.731014996517843 3.1494965011370368 1.4034999110735951 29.939588870824082 2.6335080915014251 52.839019029670453 91.822732395961793 0.38551150448620219 14.954747283765753 7.8182149344356722 42.068891918661393 1.2211461078841237 1.1174958919000335 3.0405512738507241 5.2884219486004431 1.2743793531553818 8.9026810328941774 1.3145185093744656 18.706359105370211 24.841987669655282
leaf_count=2607 245 4043 622 10273 4629 13436 3502 605 2096 731 232 13311 1563 261 4749 953 11346 294 3053 4039 3620 4327 36 796 2630 385 129 767 18 4375 3283 7935 5782 216 28 4149 214 9989 29214 8 4523 878 5890 38 72 413 1195 74 1511 340 2396 4860
internal_value=0 -0.040674 0.0351044 -0.017284 -0.00115019 -0.0252112 0.0473338 0.0558667 -0.0126749 0.0314362 -0.0695354 -0.0491995 -0.0151301 0.0643251 -0.0762101 -0.021642 -0.018711 0.0349603 -0.0474131 -0.0609454 0.0266624 0.0296519 0.0404462 0.0324346 0.0738299 0.0679655 0.0344042 0.021139 -0.00640697 -0.00756993 0.0500076 0.0390563 0.034742 0.0508057 -0.0317586 0.0778297 0.0658907 -0.0120852 -0.085371 -0.0540685 -0.0542422 -0.0445079 0.0524082 0.0599559 0.0039326 -0.0691207 -0.0466182 0.012378 0.0564635 0.028503 0.0264206 0.015231
internal_weight=0 488.764 556.758 269.988 140.439 232.867 416.319 270.882 148.847 145.437 218.776 54.0991 101.251 180.175 164.677 112.652 107.741 39.1882 84.0198 61.8126 131.167 122.85 77.9369 37.1204 108.243 88.7003 20.1664 16.6304 11.2258 83.192 71.9315 90.7074 81.7126 55.7645 8.1294 68.534 38.5944 75.2395 102.864 11.0416 69.6645 32.0382 55.2386 3.09638 4.26699 9.34153 6.30098 1.87523 50.9716 1.70003 34.1286 36.1952
internal_count=182681 110003 72678 55379 25853 50540 46825 29800 29528 17025 54624 13556 20556 15478 41068 22572 21619 5297 21012 9666 16403 15672 11345 4839 11934 9304 1439 1310 543 15927 3544 14322 13717 7725 413 7865 3716 14364 31402 2188 17959 4917 7689 130 288 1840 1427 92 7401 348 5003 6956
shrinkage=0.1


Tree=12
num_leaves=53
num_cat=0
split_feature=2 1 1 3 4 2 3 0 3 0 1 16 6 13 4 4 2 2 4 1 5 0 6 4 2 13 10 3 6 13 1 13 10 1 3 6 4 3 2 4 11 8 5 11 2 3 1 2 11 6 10 10
split_gain=128.706 36.3882 14.9587 12.3764 8.13547 5.8202 5.66675 5.34744 4.94307 3.80654 3.13549 3.10028 2.74196 2.49511 2.47288 2.35827 4.4473 2.25689 2.23081 2.10722 2.23482 2.01546 1.57734 1.56661 1.56626 1.50565 1.4746 1.47339 1.4564 1.45228 1.35977 1.34222 1.29663 1.27765 1.23388 2.36679 1.22178 1.16227 1.10724 1.09074 1.06665 1.03658 1.0296 1.10354 1.70999 1.02141 1.01653 0.991431 1.12302 0.951147 0.928952 0.927853
threshold=0.066690649837255492 0.24111995100975039 0.043443473055958755 -0.066214777762070284 1.1996611425229173 0.0015850336058065297 -0.13028825167566535 0.00053331573144532751 0.051817800849676139 0.0054744889494031676 0.99426209926605236 0.016603655749838558 0.2603311449957908 -0.28829498245030649 -0.17439811386785961 0.6451882291709875 0.33206667006015783 0.12952719628810885 -0.14873705454988798 0.0011570589267648759 0.24198830529911722 0.0073545714840292939 0.20248020281390491 -1.058487227785444 0.013865428976714613 0.07944322145352993 0.0079238442188861308 0.50848578008390188 0.18077743964711993 -0.0077542667058874285 0.71826165914535534 0.099461158665041169 0.047893680645331616 0.7793693244457246 -0.88486533024115477 0.37000377884261987 -0.85653729361557829 -0.31670347647741431 0.9718090593814851 -1.2940385960452174 0.0029532768392648606 -0.0031722743077599344 -0.17302973800757276 0.0012481697039384775 3.2043251849245287e-05 0.10009670862928034 0.064268529415130629 0.00016692889767000454 -0.021723349088423802 -0.014245825972984752 -0.041955265444153567 0.0046352913727377475
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 9 5 12 23 13 11 18 37 24 42 -6 30 16 21 31 29 26 -21 36 -11 -4 -5 -13 38 -10 51 -1 34 -8 46 -16 -7 39 -2 -9 -17 -36 41 49 43 -3 -45 -33 -26 -14 -49 -39 -12 -15
right_child=2 4 6 8 7 14 17 10 27 22 50 25 47 28 33 19 -18 -19 -20 20 -22 -23 -24 -25 32 -27 -28 -29 -30 -31 -32 45 -34 -35 35 -37 -38 40 -40 -41 -42 -43 -44 44 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=0.080597182725409527 0.088341407476315123 0.076793519006033054 0.046877778841212546 0.0049927403611673138 -0.11457303674469588 0.11589340099383627 -0.031738177263451524 0.018897889359698633 -0.040497398918286534 0.018726899863486853 -0.036570307559454701 -0.0055634835053650893 0.063974549818400714 0.059510874654957718 0.017651222810289493 -0.051745485726945643 -0.09701791938780395 -0.049841496426923114 0.0087771675680996895 -0.060599678886209297 0.00040305289238806399 -0.061376987178489155 -0.021446567734729482 -0.0021052274123421031 -0.037152891852120062 0.024048191682915707 -0.044365967642842001 -0.10073003172922111 0.019923535215399649 0.039758222252808395 0.082459583294796315 0.01039296162623502 -0.12471099399167661 0.045134910288254108 -0.052873264616850241 -0.048444638915496878 -0.054691965068427134 -0.036919494174021357 -0.090356017898238619 0.054654479424864566 -0.092388792968062405 0.020203350566040695 0.095759212305910502 -0.20593039741889219 0.043913096374483138 -0.050443255788320499 -0.0096501129742614308 0.084204057713542904 0.012778122744085726 0.0066292637586872691 0.04305431182707968 0.099861052199096759
leaf_weight=18.420850106791477 1.4692682008317208 40.759777838975424 9.7047248014423548 17.84797210891702 0.81696255534188722 2.4890946000014074 43.956191871333431 13.236586279206675 31.495282925785432 58.346898268369841 1.5495943252462918 36.450321044991142 21.746842798194848 21.440480062999999 34.95429859138676 11.111667344899613 55.220427816610027 54.665429739059618 10.543226447800405 11.708986559504412 12.308817639321203 56.924188695025805 11.723906184550286 19.877135300899681 34.802456247580267 32.438021119171026 21.67224608505785 4.6593398319309918 7.1336421929299823 16.624777599441586 17.752238314287752 15.979201491496498 1.3618805447476905 32.825365958473412 0.96278636844363319 2.5909354288596651 0.98277520498231652 15.221871402347466 22.969239674159326 28.080469718472163 1.7258426510961715 7.5239818400004905 41.74752745461592 0.32399714691564341 1.3658321143302599 3.3175771486567092 21.912017389498942 2.8188070823962326 9.8701165630191081 7.4683750254334873 23.488062002375955 7.8415898778475812
leaf_count=1158 120 3863 801 3644 20 126 10109 1280 8392 9954 123 7393 893 912 7020 2102 20342 15120 1620 4298 2122 16806 1672 3882 8240 6113 3642 874 202 1549 2439 3387 135 5684 57 323 218 1968 3882 4048 142 960 5691 6 191 703 4350 249 653 978 1768 175
internal_value=0 0.0267874 -0.049161 0.00109157 0.0488322 0.059133 -0.0251443 0.025982 -0.0152378 0.0266398 0.00973158 -0.00697725 0.0748315 0.0566083 0.04356 -0.0673827 -0.0765817 -0.0349606 0.0491258 -0.0541536 -0.0293591 -0.0575527 0.0120016 0.0139826 -0.0209124 0.00838259 -0.0648221 -0.048305 0.0605021 0.0612539 0.0599941 -0.0220897 -0.0288726 0.0309697 0.0482702 0.0428879 0.0310326 -0.00600164 -0.0778007 0.0510601 -0.0163252 -0.0119292 0.0845605 0.0735119 -0.00561878 -0.000102662 -0.0265333 0.0510125 0.0287398 -0.0225916 0.0381041 0.0703699
internal_weight=0 642.362 341.868 296.627 345.735 238.288 147.5 107.447 180.967 115.66 70.2143 144.813 118.633 37.2327 119.655 194.368 114.597 117.918 45.5889 79.771 24.0178 59.3762 70.0708 29.5819 75.9243 68.8883 55.7532 36.1546 36.4157 35.0456 51.8755 63.253 58.0764 67.7797 34.1233 31.6342 2.45204 45.1767 34.0809 29.0433 31.9401 30.2142 84.1971 42.4496 1.68983 19.2968 56.7145 34.4358 12.6889 22.6902 25.0377 29.2821
internal_count=182399 94865 87534 55094 39771 31243 34002 8528 39141 15953 7219 29875 11546 1309 19697 53532 37486 29319 4327 16046 6420 17144 11626 4683 16369 13506 9626 9266 1289 2707 6993 14199 12725 12704 4554 4428 338 5328 5984 4105 4048 3906 9751 4060 197 4090 12590 1795 902 2946 1891 1087
shrinkage=0.1


Tree=13
num_leaves=53
num_cat=0
split_feature=2 2 3 1 3 1 1 5 3 5 5 2 13 2 3 8 16 1 3 3 8 14 16 6 3 5 5 16 2 5 5 14 3 5 5 5 1 7 3 1 5 1 8 2 6 12 14 5 2 7 3 5
split_gain=105.152 31.7355 14.2949 10.9997 5.20083 4.41705 4.02462 3.20573 2.31685 2.24165 3.22867 2.80708 2.22583 2.18363 2.10788 1.84852 1.8367 1.59131 1.73781 2.88887 1.51719 1.46538 1.45278 1.28906 1.28544 1.4577 1.27135 1.26491 1.14681 1.12473 1.5022 1.12427 1.02558 1.01002 1.76921 1.11128 0.968325 0.954171 0.950614 0.93152 0.898634 0.866676 0.866092 0.862454 0.964671 0.848638 0.976412 0.828024 0.826706 0.812794 0.801448 0.816053
threshold=0.023830887861549858 0.12952719628810885 -0.12159533426165579 0.23287207633256915 0.10009670862928034 0.08961528912186624 0.08961528912186624 0.25631985369318783 -0.00066456809872761358 -0.021901362239991135 -0.038664411171241191 0.0015850336058065297 0.06679412628608207 1.8110275959770664e-05 -0.5263446025783195 0.012336381892350184 -0.091673144696509182 0.99742636084556591 -0.88486533024115477 -0.40535468328744167 -0.0075977900905812501 -0.29496915728737022 0.012615252923974798 0.2483601803409147 -0.15522310370579359 -0.3931294724816945 1.0000000180025095e-35 -0.11232417027852697 0.41070176661014562 0.29415410503913619 0.40826573561653695 -0.22772749434346115 0.50848578008390188 -0.048958294161536423 -0.035732376577205627 0.24198830529911722 0.0017154015949927273 0.014306046295447824 -0.24006919300882143 0.99601411819458019 0.26696845927182639 0.81524819135665905 -0.020691302322078216 0.00043901533354073768 0.25799168858232735 2.2896155065745032 -0.15787066853597989 -0.037908233087746553 0.0040181034710258254 0.0051024771554478094 0.50848578008390188 0.23762059227510596
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 14 8 6 15 22 9 21 10 11 24 -8 -9 26 28 31 18 39 -20 29 -1 -4 -16 37 -26 -2 -22 -3 -15 -31 -12 -6 -30 -35 -36 -10 -5 -7 -18 -37 -11 -13 -23 -45 46 -21 -48 -38 -40 51 -17
right_child=1 5 4 7 32 38 12 13 36 41 16 42 -14 20 23 50 17 -19 19 45 27 43 -24 -25 25 -27 -28 -29 33 30 -32 -33 -34 34 35 40 48 -39 49 -41 -42 -43 -44 44 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=0.054035606230657618 0.032016406050536482 -0.059800895601715434 -0.035034355690113254 0.084510221276302866 -0.04745233237350626 0.01315334931212097 -0.012284390477659137 0.055094260756518902 -0.079008720399436197 0.059798435998753889 0.052116523431363852 0.0041554381630760744 0.023748529718469347 -0.014242244834122994 0.025479370722218498 -0.055936461621941151 -0.0069255367144459862 0.084478933418373536 0.081608076291917506 0.08420263247064777 -0.0042893123001580061 0.05260457999541697 -0.013281850285103966 -0.019573294020509693 -0.021518489004477268 0.0595313625734799 0.084756639149432808 0.043667242155941109 -0.094368103218584756 0.088873268425041133 0.010951548652943325 -0.06604282359708695 -0.089519505458320561 -0.017962447302284797 -0.10262327392319415 -0.022946645112056036 0.038098728821259968 0.036499358889774035 -0.045498047942221093 -0.17976557532321641 -0.074094194908878835 0.089461239098164808 0.043959540632102258 0.016259801368726654 -0.015840947731184562 -0.06025868681235385 -0.049924144438935947 0.065569857058641504 -0.018847420617276792 -0.011131877266009983 -0.079881602523514339 -0.025088820339965335
leaf_weight=10.546962100459494 9.1091789363999869 42.076414887706051 70.793746740961069 42.009132639606833 30.472757301293314 4.636250748706515 36.779959133858938 37.249294227804057 2.2578328649688073 16.88603843108649 1.0197879855404606 6.3029602392343795 32.079510158138874 12.94236330885906 47.058953020663466 20.302318405994811 0.59219543472863978 4.1682992768182876 5.2246692848857519 1.268896235327704 6.3941167209704863 5.5295541275991118 54.264671775235911 7.3280184248324067 2.4853782530990456 20.088915828804602 9.2259566915017768 39.185081004456151 31.344642296062375 3.0005778521299389 13.761708539037498 3.6215750073315602 7.1846253081966998 5.5265413497254476 13.10045246541449 3.9128212852447168 2.9985526150267132 4.6339707575680213 22.925585823808433 0.64447260089218616 29.331204590656853 24.28508936642902 41.365970246013603 67.160829737440508 10.862990044413889 2.6937361216987483 2.3075841355603215 0.83014801083480971 16.475868787299987 9.8510085212328686 7.0500519732668172 14.922496171224337
leaf_count=1101 1218 13481 18027 4165 8796 944 7809 1567 675 2855 94 876 6736 1388 7464 6897 34 143 304 172 551 890 11918 886 227 3406 867 2909 13347 539 1261 251 1538 1156 6051 827 658 400 6278 15 5078 4364 8030 12940 1526 182 174 193 4217 2685 1473 2816
internal_value=0 -0.0298604 -0.00937118 0.0382336 -0.0215169 -0.0602738 -0.01491 0.0485477 0.012144 0.0568111 0.050737 0.0573979 0.00450402 0.0352918 0.0293012 -0.0672106 0.0159169 0.0305754 0.0139197 0.0252993 0.0254833 0.0189402 -0.0255988 0.0194047 0.0702618 0.0505981 0.0586103 0.0369406 -0.0733177 0.00789176 0.0249787 -0.0399824 -0.0555164 -0.0801382 -0.0715103 -0.0778866 -0.0172749 0.0797559 -0.0291878 -0.098257 -0.0680895 0.077326 0.0387 0.0144997 0.011788 -0.0162338 0.0108109 -0.0191727 -0.0100527 -0.0351808 -0.0490874 -0.0428873
internal_weight=0 509.277 304.297 408.795 231.575 204.98 193.918 292.962 115.833 180.429 139.258 116.886 68.8595 112.533 72.7221 167.567 22.3714 17.73 13.5617 12.325 75.2838 94.1003 125.058 54.387 69.2174 22.5743 18.3351 45.5792 125.292 29.7046 16.7623 4.64136 37.6574 83.2157 51.871 46.3445 21.7323 46.6431 37.4128 1.23667 33.244 41.1711 47.6689 83.5534 78.0238 7.10036 4.40663 3.13773 19.4744 32.7766 42.2749 35.2248
internal_count=182399 126292 65259 56107 54824 61033 44490 34100 22007 25885 18666 17104 14545 8215 10435 51126 1562 1217 1074 1025 6648 16457 29945 8350 8198 3633 2085 3460 39940 3188 1800 345 10334 26459 13112 11956 5550 4565 9907 49 5905 7219 8906 15356 14466 721 539 367 4875 8963 11186 9713
shrinkage=0.1


Tree=14
num_leaves=53
num_cat=0
split_feature=1 2 3 2 4 0 3 3 2 6 0 16 3 3 4 2 2 4 2 3 2 4 4 0 13 4 2 8 7 1 8 4 14 1 12 4 6 6 2 13 4 4 4 4 13 6 4 3 1 2 1 8
split_gain=83.2651 26.405 11.0226 9.77375 5.63349 4.28402 3.80448 3.48933 2.95702 2.76377 2.62493 2.2101 2.2019 2.18493 2.25769 3.30789 2.54626 2.05793 1.63511 1.55905 1.4891 1.47515 1.50497 1.28477 1.59123 1.2812 1.2684 1.24463 1.22826 1.16729 1.1645 1.16181 1.1589 1.43688 1.33654 1.24012 1.04194 1.02077 0.986566 0.985447 0.981907 0.951493 0.941118 0.893112 0.886719 0.954441 0.883563 0.878623 0.871623 0.835489 0.816732 0.804008
threshold=0.12823384255170825 0.091901116073131575 -0.13492357125505802 0.012213282752782108 1.4439149493576366 0.0019344023312442007 0.016502565704286102 -0.38904919289052481 0.091901116073131575 0.19790268009248715 5.0803284466383054e-05 0.013387741249524437 -0.40535468328744167 0.26040027989074593 1.3925792515278432 0.53393349051475536 0.99543893337249767 -0.15580006921135656 0.0013043921208009126 0.29323116317391401 0.0014405018882825973 -0.061490691469165318 -0.044214014595598587 0.0029663216555491094 0.19374845650908057 -1.2820269621159559 3.6207500215823534e-06 0.0022529580512698302 0.0041999567244116092 0.9814734458923341 -0.0023594659663862473 -0.29562110566915201 -0.10366749664369097 0.99742636084556591 1.6884853416272863 1.4527206573327875 -0.20658886667928131 -0.20952433609846405 0.013865428976714613 -0.23578269898840432 -0.047862418471297123 0.6451882291709875 0.68291391882308805 -1.2329082081750353 -0.081024727735545143 0.23498133232610283 0.6451882291709875 -0.060279105789959424 0.00075590150663629185 0.0040181034710258254 0.44382876157760626 -0.010025553895699252
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 12 4 9 26 11 -3 17 20 -11 30 40 14 15 44 -16 23 -12 49 51 25 -23 -5 50 -22 -6 28 32 -7 -4 39 -28 34 35 -34 37 -19 -32 -14 -1 -17 -38 -26 45 -9 -20 -10 -13 -8 -25 -2
right_child=3 7 6 8 5 29 19 13 47 10 18 48 31 -15 16 41 -18 36 46 -21 21 22 -24 24 43 -27 27 -29 -30 -31 38 -33 33 -35 -36 -37 42 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.066957298451149436 0.054147849958774343 0.037134583934034564 -0.036055470151509054 0.06647177918473883 0.073673266967170817 -0.02197965357286551 0.03885699321024666 -0.065918126919070119 0.0066435075359867982 0.085564552286223103 0.041986934860680031 -0.1128590337278163 0.067673172306312784 -0.075874236044393042 -0.0080148696832920193 -0.095247032234036147 -0.086975318828041867 -0.025578209450980494 0.018596612215587602 -0.074438420552850201 -0.05562663171802245 -0.027899690794464728 0.042442599339852394 0.0060233987340558813 -0.019773576930344205 0.071765382392777632 0.048640264956010676 0.071691877745930874 -0.022513235588214595 0.012308389637611276 0.024119909075166975 -0.013266219699676658 -0.11737748289027194 0.085313535415864727 0.040650631470880688 0.016194916979425471 0.017627150078333431 -0.17289340740311726 -0.018186730346878302 0.017466323860596905 0.006756648338621777 -0.060687301692234644 -0.020009456539089462 0.061946791641207755 -0.037174390732119388 -0.01636264522575925 -0.028344241251107134 -0.024777984611146362 0.0037215333240779094 -0.034209668745745034 0.041845660479945701 0.078958547550683447
leaf_weight=16.665849908211388 18.035527191517758 3.812753017715294 33.303383332466183 8.8739634389930853 11.122412495315073 15.1524273295945 1.5935387210047327 28.114351587793863 14.152218245702896 9.4570426399586704 34.586477690259926 0.62974974320968513 4.8028115481720333 56.526523595453909 19.17864257442125 23.634617229023206 5.1728631332516661 4.1204908720392268 15.761167441734871 10.255982397997284 0.80515179532813164 3.5051847468712394 22.455785307334736 28.197193963234895 1.4844788439804677 23.031727244437207 15.993443167768421 7.163314960547722 4.5477222902118219 28.719287061481737 6.829260330345277 9.9884191653982253 1.9104285589419334 1.4151382150594143 1.7332059344043953 1.0808793724281711 25.601576923363609 0.51494705345248704 28.280627721251221 20.809837671255082 3.2397081783565218 12.229779127330401 8.9539745389192813 12.832625765160627 43.155477324018648 4.5256519044123698 5.3592358395108013 23.929330923860107 69.021313394296158 59.099982276125957 8.2055156624828651 49.232812742775423
leaf_count=1588 2656 625 7299 697 331 2105 402 10410 3066 214 2435 91 357 17537 3769 10972 792 854 2014 2861 47 404 5966 4764 127 4098 796 259 264 2664 1610 2198 64 49 109 80 6668 37 6539 2839 642 4432 2186 2308 13612 1342 622 6772 13986 17604 1383 7422
internal_value=0 -0.0296781 -0.00905443 0.0323516 0.0433498 0.0226962 -0.019574 -0.0574586 0.0105663 0.0534154 0.0368915 -0.0099002 0.0305513 -0.059335 -0.0524523 -0.0584696 -0.0248387 0.0196916 0.0286041 -0.0383916 0.0626064 0.049461 0.0329327 0.0313936 0.0252354 0.0674245 0.0443805 0.0347206 0.0247538 0.00046191 -0.0226639 0.0156449 0.034476 -0.00245469 -0.028963 -0.0693 0.00189139 -0.0425352 -0.00994966 0.026921 0.057174 -0.0834977 0.0078696 0.0534597 -0.0466104 -0.0590596 0.00667184 -0.0131032 0.00263923 -0.0322806 0.0141144 0.0723224
internal_weight=0 460.871 264.52 407.935 271.068 88.8383 209.014 196.351 136.866 182.23 65.1639 138.064 55.5066 192.538 136.011 111.66 24.3515 98.7848 55.7069 70.9495 117.066 49.7978 25.961 59.5938 50.7198 23.8369 44.9665 33.8441 26.6808 43.8717 68.4133 35.6011 22.1331 6.13965 4.72451 2.99131 39.191 4.63544 35.1099 25.6126 19.9056 35.8644 34.5556 14.3171 75.7955 32.64 21.1204 38.0815 69.6511 60.6935 36.4027 67.2683
internal_count=182968 121507 58016 61461 32599 6721 50392 63491 28862 25878 5285 29525 7624 62866 45329 40768 4561 19024 5071 20867 20593 10515 6370 9279 8582 4145 1952 1621 1362 4769 15448 5394 1098 302 253 144 9745 891 8149 3196 2230 15404 8854 2435 25364 11752 2636 9838 14077 18006 6147 10078
shrinkage=0.1


Tree=15
num_leaves=53
num_cat=0
split_feature=1 3 3 2 3 3 2 4 2 9 13 5 1 9 4 2 16 2 4 2 2 5 1 11 7 2 5 16 12 13 15 9 1 4 11 2 13 13 5 2 4 5 2 1 3 13 7 11 12 4 9 15
split_gain=71.2877 25.6347 8.23497 6.03966 5.50149 4.79731 2.68189 3.29998 2.63815 2.14415 1.91209 1.99816 1.90147 1.7622 1.62175 1.52348 1.29294 1.26018 1.2527 1.82053 1.28727 1.24952 1.21053 1.26172 1.18656 1.18249 1.14296 1.27754 1.14754 1.13659 1.11092 1.02856 1.4202 1.01844 0.99439 1.1199 0.979338 0.966996 0.944546 0.904043 0.890293 0.886325 1.00581 0.879765 0.869788 0.857144 0.84751 0.846901 0.836255 1.04151 0.813845 0.812157
threshold=0.20215182751417163 0.0028600483201444153 -0.37260735861491406 0.09729750826954843 -0.26984060741960997 0.24945368058979514 0.087427962571382536 0.6451882291709875 0.18962956219911578 0.046077074096504474 0.15679151611686534 -0.23019780041505467 0.87767282128334057 0.01660142199677575 1.3925792515278432 0.99543893337249767 -0.011133312911047258 0.013865428976714613 1.0513002251316854 0.0019031752017326655 0.00016692889767000454 -0.40507673738277022 0.0060764942318201074 0.0026923498788839506 0.068796478532022601 3.6207500215823534e-06 -0.32787840809468732 0.00857392406858014 1.7256133095748332 -0.13163486385834569 -0.15316167044841431 0.0055289529748195421 0.99873447418212902 -0.14342673563850153 -0.02835521110086307 0.044346259906888015 -0.0077542667058874285 -0.27502213414359805 -0.031227141216656318 0.0064691340085119018 1.4479182887617477 -0.038664411171241191 0.00038955945638008421 0.0017154015949927273 -0.036864988505840295 0.06261962455485473 0.0022768912074876964 -0.003428580876960415 0.13030432589500907 1.4479182887617477 0.068087014052213873 -0.22301713440657153
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 13 9 18 8 7 12 16 10 17 -12 24 -1 -10 38 39 40 19 30 26 -14 -19 44 -6 -9 -20 28 31 -18 45 32 47 -32 35 -13 -5 -11 -16 -3 -4 -27 48 -31 -24 -2 -30 -28 49 -43 -21 -37
right_child=4 5 3 36 6 -7 -8 25 14 37 11 34 21 -15 15 -17 29 22 20 50 -22 -23 23 -25 -26 41 27 -29 46 43 33 -33 -34 -35 -36 51 -38 -39 -40 -41 -42 42 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.027867100277935375 0.07730226533790506 0.027215166667064684 0.012159207227570148 -0.055377326660559271 0.033796423030333859 -0.070911741953701299 -0.01058711807589297 0.050902609040911186 -0.066160646603070083 0.082515583119837199 -0.0352532482448858 0.013468080261662902 -0.032141781805770014 0.076690161081329478 0.039352185170706426 -0.085712660507575519 -0.044942409806508564 -0.095750101993028969 -0.094469749468265363 0.036612570856163477 0.015097622811272424 0.065505582642147564 -0.011876181426251166 0.002330011095581922 -0.037877330152682291 0.032877701791415095 -0.027208801718437689 0.085479046884705714 0.096239849250217668 -0.074731394170835672 0.10446057969081608 0.065168566326344102 0.12239994932881942 0.066417834217878377 0.025117272503543172 -0.21530687827093598 -0.023754191344848637 0.020223994671141665 -0.027341740902760533 -0.043989480188640212 -0.086967999873148308 0.037321475790575057 -0.012749508890618015 -0.0088875155097108225 -0.035823201323676841 -0.042258906998177963 0.025174642785148377 0.037174566086419412 0.021889253881467927 -0.058039574154768028 0.088322664986787203 -0.02663759183895513
leaf_weight=23.232652100537962 0.96428575154277441 1.8381044252892014 24.730519035896581 26.168022175243095 61.510305159409654 66.034361496249403 19.356313646689159 7.3241728832945219 43.665545208023104 3.7178503840550547 7.3733192724466781 1.4350213027792045 1.3605310542043323 10.851602040493161 2.5907408266793963 3.876908292877487 13.677303921665951 1.8721393565065216 0.5244580627768326 35.348329677317452 16.546385229419684 29.865608962026272 32.633539606391423 28.948946585631347 2.3858448432874857 12.247673257283166 6.2294617269944892 8.3741978189209458 4.7933294141839715 2.1134370229938204 8.5059250674676132 4.0701261376962057 0.92952477710787285 42.546118928337819 38.457351055520121 0.47537951322738081 15.7113883573802 7.5383263798285025 11.431967451862873 49.790969599196615 0.92301563269575027 1.7950407422322339 23.00006697155186 42.728006362078304 28.364393018746341 1.5227239030064081 2.6014725586865097 3.0187515045399786 26.251691324810963 3.100950617052149 3.325933735643047 0.4352376494789495
leaf_count=3510 64 473 5486 8812 12830 21973 5354 346 19856 282 1565 211 151 706 518 611 4534 370 27 6722 1810 5330 6588 5867 392 3557 356 374 270 572 1095 190 47 3787 7740 5 4559 940 2308 16749 119 191 3699 12211 6588 154 150 121 2239 308 200 51
internal_value=0 -0.0244301 -0.00226523 -0.00938896 0.035816 -0.0480027 0.0246614 0.028703 -0.0391864 -0.00130342 -0.00417494 0.012599 0.0410092 0.0434427 -0.0557676 -0.0303739 -0.0299113 -0.0110549 0.050881 0.0576631 0.0375827 0.0612354 -0.0165289 -0.0148616 0.0311105 0.0128181 0.0497488 0.0523225 0.0394342 -0.0197252 0.0696117 0.0227976 0.00577003 0.07279 0.0212576 -0.0417391 -0.0435286 0.0408952 -0.0149859 -0.041446 0.00853544 0.00860458 0.00310535 -0.0120189 -0.0230188 0.00431582 0.0713584 -0.00616245 0.0148135 -0.0230684 0.0410977 -0.127345
internal_weight=0 490.616 252.869 218.784 327.499 237.747 188.198 168.842 171.713 176.905 165.649 48.1763 95.1223 34.0843 61.5652 17.8996 110.148 117.473 139.301 92.2133 47.0877 31.2261 91.819 89.9469 63.8962 73.7196 30.5413 30.0169 21.6427 58.5187 53.5391 14.2479 10.1777 51.052 40.803 2.34564 41.8794 11.2562 14.0227 51.6291 25.6535 66.3954 54.1477 44.8414 60.9979 2.48701 7.3948 9.24821 31.1477 4.89599 38.6743 0.910617
internal_count=182968 133204 53399 49183 49764 79805 34397 29043 57832 35812 34590 9572 18703 4216 23293 3437 34539 25018 15367 12022 3345 5481 19413 19043 13222 10340 1535 1508 1134 17317 5100 714 524 4882 8007 267 13371 1222 2826 17222 5605 9994 6437 12783 13176 218 420 477 2738 499 6922 56
shrinkage=0.1


Tree=16
num_leaves=53
num_cat=0
split_feature=1 2 0 0 1 4 3 0 0 2 7 1 4 6 4 2 1 10 4 11 14 14 3 6 6 4 2 3 8 11 2 3 12 6 12 3 4 10 6 1 6 10 3 11 1 10 4 7 7 2 8 11
split_gain=57.2461 18.0797 11.3076 8.01681 6.6519 7.64094 3.06626 2.7291 2.44005 2.05998 1.9683 1.74335 1.57388 1.37646 1.34451 2.37159 1.53174 1.28245 1.34407 1.40967 1.14505 1.13935 1.07081 1.01989 0.956188 1.15815 1.06995 0.95256 0.949353 0.99924 0.940724 0.873844 0.807049 1.33206 1.25835 0.98117 0.797383 0.793108 1.30053 0.786966 0.770894 0.766642 1.0139 0.746926 0.742308 0.819438 0.732942 0.735523 0.869991 0.721186 0.716341 0.704749
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 8 7 9 11 10 -1 44 13 -5 32 -9 22 15 27 -16 18 19 31 -8 -21 46 37 25 -18 -27 -3 29 30 36 -10 33 35 -35 -6 40 -12 -39 -20 51 42 -23 -29 -2 -46 47 48 -4 -42 -41 -7
right_child=2 14 4 6 5 28 20 12 17 -11 23 -13 -14 -15 16 -17 24 -19 39 21 -22 41 -24 -25 -26 26 -28 43 -30 -31 -32 -33 -34 34 -36 -37 -38 38 -40 50 49 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.091074399637646547 0.091677445267509136 -0.00048922266421197208 0.0041552957592340218 -0.025003339012358211 0.045229006269568571 -0.12073115231280702 -0.034545228179501321 0.047300824890663541 0.065527142259350482 -0.023309386197992474 0.0095474380811369844 0.069789913912224666 0.0027379228957561813 -0.02073305656035997 -0.077394150985096638 -0.085369002358717749 -0.078077001638767074 0.059537833850084425 -0.034333316186651468 0.090343038751866514 -0.085725627937036197 0.078863660460048723 -0.027647227854462067 -0.027638576611862992 -0.018872573968407611 -0.01225805006386687 -0.05738862894898919 -0.034027977495742989 0.038241221041834972 -0.12093775321620698 -0.02633233219971642 0.028238878570382903 0.054217659112608611 0.11597311473434929 -0.023266220633427759 -0.017869810339076662 -0.0013353261077198781 -0.1768894331597175 0.0094653011371846132 0.0022925541323986797 0.037526218951276571 -0.21509612127909661 -0.038183507509126323 -0.065781354846223231 0.020543820785453634 0.069421797678008768 0.00032901826237626735 -0.0048842165430173111 0.032852149488850457 -0.025734913899880044 0.055922843455160735 0.053356847447284
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internal_weight=0 358.075 413.071 224.326 299.596 153.912 182.09 42.2354 113.476 145.684 113.825 86.4918 36.5048 114.684 133.749 74.0119 59.7372 72.9044 48.2503 33.2391 68.2653 5.81734 97.9285 59.376 46.4297 30.6293 21.0818 36.5195 67.4202 60.1603 59.5023 27.4217 58.9072 36.4504 7.02409 29.4263 49.3567 49.2974 1.55815 15.0112 15.0261 4.74736 4.56561 32.9435 40.5714 27.8415 91.0226 61.0971 50.7655 7.24425 11.4524 7.78188
internal_count=182719 109222 73497 57771 64197 28718 50730 7041 9300 35479 27380 17809 6518 25764 51451 35355 16096 7397 5107 3883 23350 597 22820 13553 14254 11024 4842 14874 10909 9718 9644 3286 12941 7930 1081 6849 7032 11383 173 1224 2990 518 507 13874 1903 1189 20753 11616 10021 609 825 2381
shrinkage=0.1


Tree=17
num_leaves=53
num_cat=0
split_feature=1 1 1 9 9 7 8 9 10 5 6 8 6 1 1 6 5 5 10 5 9 5 6 10 11 6 1 8 15 1 11 15 5 1 11 10 6 14 11 16 11 1 8 11 11 15 12 12 10 14 16 5
split_gain=48.7974 12.8281 8.48614 3.95334 3.1012 2.50523 2.13689 1.58324 1.2209 1.17348 1.10727 1.04128 0.991663 0.974462 1.00619 0.947203 1.05077 1.04676 0.978509 0.927356 1.2065 1.25748 1.74839 1.23076 0.902435 0.855044 0.920867 0.845286 0.834745 0.793759 1.03257 0.781033 0.818544 0.741695 0.736631 0.724521 1.0617 0.720556 0.70036 0.691705 0.667747 0.664793 0.662719 0.684993 0.661427 0.667669 0.743674 0.632046 0.626204 0.61939 0.619273 0.817227
threshold=0.09121639654040338 0.0043154913000762471 0.44382876157760626 0.028788630209062856 0.046077074096504474 0.0022768912074876964 -0.0046148047895342636 -0.045099942192638819 -0.00068587241254604954 0.37858068252000182 0.19930075493875557 0.006004281586773688 0.51289710789669718 0.99676865339279186 0.99521169066429149 -0.051217674620256524 0.108834708921919 0.10635469310698832 -0.05991254626917198 0.26557248399200228 0.0028773738292223331 -0.031227141216656318 -0.084844976314228659 -0.0023042426921646253 -0.002109450243176682 0.11488797884621368 0.99318313598632824 0.0075319635447137134 -0.12184891970669004 0.035032318904995925 -0.011525156213395555 -0.070226952821709335 0.69955884772251176 0.074881386011838927 -0.0001531168996527086 -0.0034265722624621854 -0.20176563376062195 -0.33179490086128871 0.012639125798445025 -0.0087329339459422447 0.0016864219894902942 0.52945247292518627 -0.036684081664338918 -0.0053640727893254246 -0.013757143688192789 -0.054861496367710746 0.55112288866100656 -1.1477270740613801 -0.05991254626917198 -0.29496915728737022 0.16206481414201659 -0.062314144710847015
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 9 8 -7 19 29 35 -1 31 14 27 16 17 -9 -17 20 21 22 -4 50 -6 26 -25 34 47 30 49 39 37 -5 -12 36 -8 -33 -22 40 -2 -37 -30 -44 45 46 -43 -10 -18 -3 51 -24
right_child=2 3 6 33 24 7 10 15 28 -11 13 -13 -14 -15 -16 18 48 -19 -20 -21 38 -23 23 25 -26 -27 -28 -29 42 -31 -32 32 -34 -35 -36 41 -38 -39 -40 -41 -42 44 43 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.072619381109809839 -0.0095784823336722887 0.11621139390373787 0.058399546841948674 0.016480992368277592 0.073843855418113419 -0.058273068969911884 0.015318423306785357 -0.0063128961737522237 0.10570041301533972 -0.0081552894560521089 0.046633750117613532 -0.050193037340385785 -0.067784755206441713 0.067641454819534569 -0.039926885517617083 -0.10197859598778058 0.14031830670154563 -0.15287079000743622 -0.012805439728216057 0.0071378032463600694 0.061518793422429711 0.058072369794438472 0.023852570195033382 -0.082084340309029502 0.021428082002560276 -0.16374125330705866 0.10464841586992175 -0.0030015938649749913 0.0016039813992074971 -0.025577475082327595 -0.047418940138904547 0.047051687131840263 -0.095421850396834901 0.064330555823057731 -0.015666434299688319 0.01270641438143731 0.052249885884814579 0.0072550154970859593 -0.041251523042598479 0.0040357383428658881 -0.049807011015895332 0.065687645950187376 0.066831140670646827 0.034532865358567602 0.067542183574009734 0.04794037334756019 -0.096933313797455012 -0.0028014921509575963 0.018245072040925774 -0.010201374188512235 -0.10821137120312872 -0.026936787049548657
leaf_weight=42.536812820077103 14.288419233813331 0.40554057416738931 4.9032799412816557 15.834467732129271 8.0685373028099985 6.0584902381233396 11.080527317506492 25.351663384011776 0.57743720625876438 21.706788653507829 15.948906886281298 40.810951700183068 1.9506552256352723 5.7110170218220437 2.363365019511547 1.2436364851309907 0.41155214770697313 0.4793588561587957 51.40213248211694 34.283491701615276 11.556500490434697 6.0106402195551736 8.4996140066505195 0.94037921181006401 5.564312504589906 0.77000217867316667 0.34791956981644034 6.4122302967407441 2.7345096230419612 57.638737108682108 45.974176614977296 4.7500224273971972 0.73762704219552588 4.0622524856225928 2.1453137397593336 2.8290869882039251 26.298719905156759 99.916006442770595 0.69161858878214921 23.57062977055466 5.7906240776501354 0.43825407489202894 15.691422990312278 11.406869058166192 39.793709242112527 5.2577177685598135 0.72206262567488011 5.4850742883427293 21.412106536456122 4.5975133119209195 0.48376285364793226 5.0272657720779543
leaf_count=16313 3524 59 1354 3428 642 1045 1132 8277 124 4968 1412 13432 629 274 121 120 22 33 15472 3722 1841 1758 2032 171 626 53 49 834 392 18905 20865 871 102 484 326 774 5664 25446 81 5080 1145 102 2106 2326 6840 584 52 785 4348 1451 50 473
internal_value=0 -0.027571 0.0241679 -0.0164968 0.00685957 -0.0200961 0.0366421 -0.00870552 0.0265471 -0.0293897 0.0459182 -0.0616513 0.00273297 0.03018 0.0221787 -0.00570177 0.00451165 -0.00913485 -0.0149453 0.0191579 0.0296542 0.0178188 0.00624317 -0.00971831 0.0525053 -0.0815775 -0.0309245 0.0281925 0.0416637 -0.0336313 -0.0427257 0.00366373 0.00832166 0.0262985 0.0392392 0.0518442 0.0413145 0.0090687 0.0556648 -0.00758289 -0.0212135 0.0598523 0.0485349 0.0532666 0.0627327 0.032809 -0.0354473 0.00780899 0.0206583 0.000416825 0.000927583 0.00496623
internal_weight=0 339.926 393.048 256.578 164.637 236.682 228.411 106.359 109.41 130.323 119.001 83.3478 151.004 32.5808 26.8698 100.3 47.6547 25.831 52.6458 73.5145 39.231 26.9829 20.9722 16.0689 13.6328 2.0583 1.2883 24.5065 35.8953 108.616 50.9772 149.053 105.404 19.8967 18.0942 86.4201 37.3792 104.666 12.2481 43.6497 20.079 49.0408 29.8328 27.0983 46.2117 6.41803 1.16032 6.06251 21.8237 5.00305 14.0106 13.5269
internal_count=182719 109222 73497 79477 38065 75565 35432 29317 17317 46248 18115 29745 36797 2967 2693 28272 12680 8310 15592 11584 7862 5940 4182 2828 1268 273 220 2572 5733 41280 22375 36168 26419 3912 1738 15148 6796 26317 1922 9749 4669 8352 4824 4432 7578 738 154 909 4370 1510 2555 2505
shrinkage=0.1


Tree=18
num_leaves=53
num_cat=0
split_feature=2 1 0 0 13 9 8 9 2 1 0 13 11 6 6 6 0 12 8 14 2 11 0 2 10 0 2 8 1 1 10 2 1 9 0 10 10 12 6 6 8 15 12 14 12 6 6 6 1 10 8 6
split_gain=47.7121 17.6079 7.30732 5.14635 3.61779 2.54038 2.16677 1.97691 1.70504 1.50496 1.47334 1.45864 1.26825 1.30123 1.30943 1.16142 1.14935 1.12544 1.12498 1.06911 1.00238 0.980099 0.904962 0.844283 0.834402 0.757242 0.753662 0.752384 0.746954 0.701266 0.666022 0.658292 1.07001 0.661084 0.658162 0.657832 0.640142 0.626383 0.769839 0.814268 0.761075 0.760876 0.676667 0.632949 0.620007 0.619801 0.615414 0.85815 0.712343 0.578514 0.576198 0.637923
threshold=0.013865428976714613 0.030599230900406841 0.010268175508826973 0.00079794606426730763 -0.025483019967096156 -0.025360746162025841 -0.0083386411153640125 0.014038887869580971 0.091901116073131575 0.098000917583704009 1.9206498109269891e-05 0.12904425045849297 0.0030376475318127012 -0.34922410354876049 0.19486835207031675 0.2064032924240157 0.0081414761953055876 -0.088952694365520099 0.0099133204109551742 0.0023525682343876579 0.11104464530944826 0.0046159705581824964 0.30432710051536566 0.00069155005621723842 0.012007791124675255 0.33476226031780248 0.31970605254173284 0.0028519328430000289 0.002254433929920197 0.52945247292518627 -0.0018679334393591901 0.0001121410205087159 0.94057613611221325 -0.011587321843380337 0.0019344023312442007 0.047893680645331616 -0.041955265444153567 0.28536666375293746 -0.094476061775040379 0.19966159345964965 0.0049630743368213838 -0.17276579965898192 2.7887623195650253 -0.093022860358694906 3.3738722547214643 -0.34922410354876049 0.23965537249014512 -0.019591157517188613 0.86340302228927623 -0.05991254626917198 -0.011038109122028331 -0.32490455653070555
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 8 7 10 20 25 17 15 16 23 -1 26 13 -11 31 35 -2 24 -10 30 21 -4 -13 -8 46 -6 27 -7 -25 -26 37 33 -33 -15 -9 -3 -29 41 -39 40 42 49 43 -40 -34 -19 47 -5 -49 -12 -23 -52
right_child=1 2 4 6 5 11 9 34 18 12 19 22 -14 14 -16 -17 -18 45 -20 -21 -22 50 -24 28 29 -27 -28 36 -30 -31 -32 32 44 -35 -36 -37 -38 38 39 -41 -42 -43 -44 -45 -46 -47 -48 48 -50 -51 51 -53
leaf_value=0.082891490371060736 0.018766497728027132 0.022335671158311296 -0.027825600268336765 -0.025770268975785118 -0.034211623593700717 -0.013384909296661286 0.07086111781737596 0.082486623901242326 -0.06332011094639789 -0.0012769621687849428 -0.1110305895500044 0.015027137215509434 -0.0076294532312117976 -0.088820792891747893 0.025656931814458883 -0.028786803215882967 -0.037241048515387697 -0.016341783259136298 -0.041186634770529321 -0.0041073828060763408 -0.043459754488455266 -0.033421364464032141 -0.04305111016790529 -0.070015175221422352 0.0068703804515825298 -0.10104327927283585 -0.047673982459478542 -0.080446647708958902 0.0085956745590697516 0.091657368581361698 0.064071804902588639 0.044041445286607979 0.078015743547026867 0.033827748849699642 0.038276046069466239 0.10553478815355247 0.010057754540517473 0.06067045394842796 -0.014902599612438772 0.04142837427817822 0.095189724614894347 0.065606709315463529 0.038971509866443439 -0.099327664263065038 0.0049048955130234521 0.024097870378004541 -0.045388858829698349 -0.0034977841640594547 0.056716330146054997 0.029827433841938884 0.082451434626666292 0.004021753568006557
leaf_weight=15.23901930406282 4.0441751649777862 23.880511820141699 52.010050813176349 9.2330968699097919 12.284716059781202 47.443069725808527 2.04075076132722 7.6714303853223083 67.653881689981063 6.5812829520436926 0.40216644143220037 58.486413472104687 5.588410514572387 0.44965871504973609 24.569096314477065 4.6335525829717872 38.000381322704925 4.1572305342997415 34.998180218148264 3.6786994449648764 29.124697906136134 3.7119619221339244 2.7951205767603815 1.2716698535623461 3.0540643583153715 1.9588155953388184 4.5343889842424678 0.78762658571941102 19.342393666402131 1.4179264761914963 24.49305401431775 26.245266084930336 20.91360940599407 7.6186624155088776 6.0872156112163793 0.97391313430853088 26.66288883656307 6.0535886167635899 3.4036211469137885 7.1733679993776605 0.64296454170835193 13.138242552828158 1.5542236140463499 1.1878962469636518 1.2305726120830502 41.631163329540868 4.6838673317906787 5.4425010694103566 3.0553163490694715 0.93886975903296732 1.1318039615507576 10.634857256547544
leaf_count=694 784 4875 14541 2075 2514 13338 609 507 30847 862 35 15400 997 51 2939 671 13918 674 12942 448 11900 850 999 501 579 375 2136 109 5458 309 1801 7519 4638 1021 766 78 7350 574 406 348 77 1269 154 119 258 7246 710 1445 587 95 183 2820
internal_value=0 -0.0202645 -0.00624102 0.0333657 -0.012769 -0.00329887 0.0244276 0.0317222 -0.0488325 0.032918 0.0549848 0.000777091 0.0385368 0.0414827 0.0449553 0.0170994 -0.0318482 0.0108883 -0.0557823 0.0481772 -0.0279543 -0.0212534 0.0123665 0.00979167 -0.00534936 -0.0435159 -0.00816533 -0.00576267 0.00369064 0.0340075 0.0514381 0.0533428 0.0577548 0.026814 0.0630005 0.0256682 0.00741108 0.0424395 0.0309317 0.0179776 -0.00684498 0.0582908 -0.0177611 -0.0370405 0.07396 0.0204214 -0.013222 -0.0046881 0.0182241 -0.0133057 0.000836608 0.0116775
internal_weight=0 439.51 294.813 266.432 251.566 154.953 188.527 43.2466 144.697 115.851 77.9057 140.71 93.1966 87.6081 81.0269 29.488 42.0446 72.6752 102.652 62.6667 96.6134 67.4887 61.2815 22.6548 26.8868 14.2435 79.428 74.8936 20.6141 4.47199 58.988 56.4578 48.3894 8.06832 13.7586 24.8544 27.4505 34.4949 20.0157 13.9621 6.78871 14.4793 6.14574 4.59152 22.1442 45.7884 22.4148 17.7309 8.49782 1.34104 15.4786 11.7667
internal_count=182401 137903 79412 44498 72515 42221 38478 6897 58491 24853 6020 39332 18285 17288 16426 5624 14702 13625 43789 5326 30294 18394 16399 6568 5705 2889 22933 20797 5959 888 4878 13487 12415 1072 1273 4953 7459 3077 1678 1104 756 1399 679 525 4896 7920 4817 4107 2032 130 3853 3003
shrinkage=0.1


Tree=19
num_leaves=53
num_cat=0
split_feature=2 3 1 2 3 3 1 2 7 3 8 14 3 14 3 5 1 1 13 5 5 2 7 13 5 5 5 1 13 16 5 5 8 1 11 8 12 2 5 16 3 5 15 7 1 13 1 8 5 14 11 5
split_gain=40.7041 13.196 6.39641 5.13324 3.40386 2.64118 2.39051 1.66394 1.5072 1.38421 1.25333 1.21071 1.03258 1.02825 1.02368 0.986159 0.971722 0.941752 0.934369 0.881641 1.01251 1.03311 0.904084 0.874629 0.867624 0.954077 1.17439 0.766658 0.766396 0.81963 0.756691 1.32437 1.31715 0.91627 0.789392 0.745284 0.738517 0.84798 0.658727 0.636034 0.85055 0.631072 0.607699 0.593822 0.59382 0.573868 0.687839 0.573179 0.567073 0.566469 0.563467 0.546878
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 14 15 38 13 27 10 23 18 17 -9 -10 -1 19 -3 24 43 -8 22 50 47 -2 -6 25 26 44 -5 29 -20 31 32 34 -33 -13 -29 37 -19 -4 40 -28 -34 -12 51 -17 46 -42 -22 -15 -38 -21 -7
right_child=2 3 4 6 8 7 9 11 12 -11 42 30 -14 48 -16 16 -18 36 28 20 21 -23 -24 -25 -26 -27 39 35 -30 -31 -32 33 41 -35 -36 -37 49 -39 -40 -41 45 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.068811920571179616 0.10325292506970787 -0.021776208422958829 0.0068568122600015423 -0.060596688897592316 -0.041342968316003134 0.1094445553824091 -0.018808355856232212 0.067587765362023558 -0.0073265485075084931 -0.073677552632458135 0.08439081746042576 0.043911115692312333 -0.064093656602866964 -0.014130262957889604 -0.065323885233630502 0.017547065810923822 0.052538800007426334 0.065804002141266346 -0.013881465834603061 -0.019393801085695394 -0.047794203250381889 -0.066380176073488867 -0.028414958905606899 -0.015063701265116736 0.005846104176080183 0.046918506473365817 0.046656755267070811 -0.035035725793922938 0.048536373203754382 0.0093359222987388617 0.0038428544114222801 0.027446764008269925 0.029006137270280202 0.060512063209939009 -0.047914600758956469 -0.004598926152114601 0.055170109072801614 0.013858691189097237 0.046972581059634963 0.012752550462687591 0.0092136089950851235 -0.018817424873852968 0.050687602147393207 -0.017497322095826006 0.051403377704489654 0.057694735257109442 -0.12567028832560259 -0.012392999172674363 0.071371972779887619 -0.097605884455194317 -0.06094400717617781 0.0469162549366774
leaf_weight=30.38407833225483 0.77332542170188423 5.1445614395342991 9.812394722815954 6.7023348027323655 48.37512322692055 3.0284427026053891 19.882084428892995 5.8254450099775559 45.800413551280144 2.5527018046777803 8.3306423271133117 1.1249100555432958 3.4284118579380438 2.5018599047907633 35.229627581053137 19.959310935511894 10.005514224394572 3.5693937795003903 20.672136925704763 3.6192154371674397 6.3230377068102888 6.9047195281891609 1.5156533766566997 17.192087420020471 29.372303270021803 16.78484143627702 0.65625179739436168 21.447842986639444 3.8953100144572081 57.346389232086949 20.711324328614864 29.996622602677235 16.069235864619266 11.651464837292222 5.2310208432318204 12.877075485193926 9.9876282127806881 25.525802427066083 7.0143314464439745 2.654476950265237 0.47876027879829131 3.3178022917709269 15.357914825610349 0.68885873846011225 6.9962333873700109 0.25806496376753774 1.7398227606026919 16.482912492030664 1.1038872011413321 0.23323501140112135 35.2673314751828 2.6697283312532809
leaf_count=3443 263 839 2377 2773 18886 198 5173 706 14398 738 676 114 1218 370 14721 6690 1725 177 5337 1490 2202 1356 460 5835 4297 4434 112 7150 980 14534 2944 7085 3286 3361 812 4191 950 3086 987 583 108 552 1293 131 1789 64 144 4822 174 26 21868 473
internal_value=0 0.0183137 -0.033106 0.00253338 -0.0183742 0.0374605 -0.00924359 0.0321759 -0.024531 -0.00120147 0.0439206 0.0234926 -0.0113014 0.0628227 -0.0513727 0.0207357 0.0231995 0.0342216 0.000628402 -0.0444247 -0.0464619 -0.0325293 0.016517 -0.0344583 0.019468 0.0275415 0.0175885 -0.0296886 0.00534911 0.0031824 0.0205641 0.0257007 0.00786227 0.0367188 -0.0315864 -0.0236255 0.0284119 0.0202673 0.0236109 -0.0232323 -0.0536228 0.0208122 0.062594 0.0698074 0.0263622 -0.0803361 -0.0967195 -0.0222374 0.0122654 0.0515221 -0.0570874 0.0803832
internal_weight=0 436.735 237.739 239.426 131.623 197.309 145.376 163.319 114.796 104.349 69.3916 93.9278 49.2288 33.9898 106.116 94.0501 88.9056 45.7031 101.796 70.8862 68.5972 29.7107 2.28898 65.5672 78.9001 49.5278 32.7429 41.0273 81.9138 78.0185 88.1024 67.3911 25.743 41.6481 6.35593 34.3249 39.3161 29.0952 16.8267 5.78738 3.1329 19.387 23.6886 6.38703 26.9555 2.47665 2.21858 22.806 3.60575 10.2209 38.8865 5.69817
internal_count=182401 91518 90883 61661 43701 29857 40876 25870 40337 26762 7010 18860 15616 3987 47182 20785 19946 5041 26024 32461 31738 8380 723 24721 18221 13924 9490 14114 20851 19871 18154 15210 4764 10446 926 11341 4239 3263 3364 1011 428 3838 1969 802 8479 316 252 7024 544 976 23358 671
shrinkage=0.1


Tree=20
num_leaves=53
num_cat=0
split_feature=2 3 2 1 0 3 4 3 1 16 4 2 1 3 0 4 4 4 1 2 9 1 16 1 2 1 1 7 0 4 4 14 1 13 12 4 0 13 2 4 7 7 4 3 13 7 4 3 13 12 2 2
split_gain=34.3923 9.84901 5.38984 4.72448 2.97131 2.53622 2.33334 2.09396 1.68272 1.32363 1.19985 2.06685 1.45373 1.00361 1.00929 0.934984 0.892538 0.883717 2.63539 1.05651 0.877681 0.872303 0.848506 0.840557 0.821497 0.806081 0.800093 0.792024 0.877354 0.786075 0.97697 0.719939 0.715696 0.741858 0.703869 0.698997 0.684787 0.642671 0.952511 0.811438 0.800272 0.638289 0.681692 0.762297 0.632741 0.618311 0.616433 0.581734 0.567277 0.641685 0.55766 0.547346
threshold=0.066690649837255492 -0.10302327759563921 0.18962956219911578 0.1577062010765076 9.6123869298025979e-05 -0.064216952770948396 1.4439149493576366 0.082973744254559292 0.84784275293350231 -0.011133312911047258 0.6211510560645509 0.53393349051475536 0.0006034145480953158 0.35911161708645528 0.41893354058265692 -0.05239522377700729 -0.044220306376673339 0.67715214492823939 0.57590702176094066 0.0013043921208009126 0.051509423949563531 0.97056141495704662 -0.037582193143709842 0.0017154015949927273 0.0024744312977418308 0.99873447418212902 0.13138628751039508 0.010538209263240905 0.030589812435209755 -0.05239522377700729 -0.044214014595598587 -0.24950081013850506 0.50958999991416942 -0.17066084064154152 2.1931037416216959 -1.5348573203393074 0.00022927719692233953 -0.03123426272175658 0.0043249926529824742 -0.24653996915876894 -0.029435974858096712 0.089304539494755877 -0.29562110566915201 0.014643061673268678 0.28290874697562979 -0.0045156177708525818 -0.14873705454988798 -0.24006919300882143 -0.063827773637077062 -1.0613594848802774 0.0017314100987277927 0.00055359327234327804
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 5 7 16 20 8 9 37 24 11 47 -12 14 22 -10 -1 18 27 34 44 -8 -7 -11 -3 36 -24 28 -6 50 31 -31 33 -29 48 -35 -23 38 -5 -39 -41 42 43 -25 -2 -17 -9 -4 -19 -50 -20 -33
right_child=2 3 10 6 17 13 21 46 15 23 12 -13 -14 -15 -16 45 -18 19 29 -21 -22 25 26 41 -26 -27 -28 32 -30 30 -32 51 -34 35 -36 -37 -38 39 -40 40 -42 -43 -44 -45 -46 -47 -48 -49 49 -51 -52 -53
leaf_value=0.090646823971822721 -0.0012897379967044377 0.034965943532721373 0.016792285489541054 0.048205640616141868 0.037395556162054581 -0.038448150615053626 -0.039105407369008589 -0.057385593968660491 0.086655291296824394 -0.071540940884032886 -0.051383932757391781 -0.080699486812357016 -0.016793907618088647 -0.064240802742419126 0.089281134794867892 0.0096152480875176718 0.050724508131668435 0.046243976008650121 0.094427079066826944 -0.0081982455309300758 0.077841738437373853 0.075952750989590409 -0.023055440132117973 0.019472372292119122 -0.022081370981274828 -0.1200106632234299 0.0079003573553460809 0.056443534663472052 0.0050650771989174644 -0.082184486872913701 0.049650948768901131 0.076055395572605253 -0.075714638522437538 0.078054333595681438 0.04139206215843174 -1.2981229511371942e-05 0.0017448303516494406 0.04403794236540106 -0.021849625905169659 0.082088412376201458 0.005271257252817154 -0.046741212181132141 -0.0076640480978550814 -0.013644396377738614 0.047342963823795041 0.050012455740602195 -0.015892683069876012 -0.044953286171605343 0.10090051364978424 0.0082574047964183387 0.05545519332583964 -0.020678725778020171
leaf_weight=7.1834185506886561 23.271335999317678 2.6652634617639697 1.6007225334105921 2.5505029140331299 32.213736426036121 26.252754447619736 6.6029141809267484 10.876841109076851 5.3259987844030574 1.4680511972655939 30.558710159115435 24.427883847934936 20.201793865460786 6.3350103592165388 0.77789351909450388 5.1612900555337609 25.979582100146217 5.2467500714410518 5.9775018145883214 12.878427695606659 1.7122547734470561 1.3551417532144086 36.882822066292647 37.240924974339578 43.235977509704753 0.48556511249626133 10.781434240261659 3.0588248513668139 11.35742228158051 0.94078579236520488 19.803461719304323 0.99895547493361236 0.98632413148879905 1.1935696475702631 15.777000265195964 21.625591037489354 13.221096616718567 12.174102733661586 7.9297758493194124 1.4499616126413482 17.918046151120507 2.3377606264548367 23.453003646667639 8.5314421316215867 3.0050631843478177 14.332378544284433 5.3590382723159555 29.385821908852449 0.74993466641171735 29.19028734747554 9.8465164870458448 1.3643648989964274
leaf_count=563 5576 737 511 620 6283 10400 1200 4153 1467 471 8141 18055 9016 2318 170 1129 1345 533 1323 3092 173 73 14091 8268 13275 40 3314 368 2893 67 4747 58 185 161 1564 4352 1672 2755 2125 200 5711 402 8343 2454 719 4009 2346 15329 112 3271 2344 159
internal_value=0 0.0162416 -0.0327254 0.0017048 0.0319957 -0.017103 0.0196631 -0.0100551 0.0289051 -0.00545339 -0.0487608 -0.0589432 -0.0376283 -0.0260657 -0.0228136 0.0495435 0.0594155 0.0267403 0.0321986 0.0173836 0.00884515 -0.00885145 -0.0240143 0.0029105 -0.0187568 0.00444168 -0.0160531 0.0206494 0.0289736 0.0530749 0.0412584 -0.00903966 0.0071382 0.0103454 0.0238486 0.00412737 0.00872714 0.0166998 -0.00474861 0.023825 0.0110914 0.00445502 0.00619537 0.0132969 0.00430003 0.0393349 -0.0437219 -0.0417559 0.0159658 0.0106358 0.0702653 0.0204698
internal_weight=0 430.048 215.194 223.675 206.372 109.019 88.5068 135.168 66.8421 118.932 106.175 55.4144 50.7605 81.0299 74.6949 24.8197 33.163 173.209 109.367 63.8424 27.9887 21.6647 73.917 73.0312 45.9012 15.0618 47.6643 70.4355 43.5712 38.9316 23.1076 3.30411 26.8643 25.878 50.964 22.8192 14.5762 42.0224 10.4803 31.5421 19.368 71.5631 69.2254 45.7724 26.2764 19.4937 16.2359 30.9865 35.187 29.9402 15.824 2.36332
internal_count=182683 94870 87813 61450 33420 36761 21001 40449 18016 33950 51052 33895 17157 30293 27975 6605 1908 31512 22940 8572 6468 2985 27805 19938 14012 1785 17405 14242 9176 8698 5031 284 5066 4881 5480 4513 1745 11411 2745 8666 5911 19467 19065 10722 6295 5138 6499 15840 3916 3383 3667 217
shrinkage=0.1


Tree=21
num_leaves=53
num_cat=0
split_feature=2 2 3 0 1 4 3 1 7 16 4 1 4 7 1 3 3 4 2 1 2 1 4 10 0 14 0 0 4 10 12 4 10 14 2 14 16 12 12 2 6 12 1 3 15 0 7 14 6 15 1 15
split_gain=29.9367 9.39798 5.78807 4.90698 2.62861 2.73959 2.2142 2.1025 2.15936 1.55938 1.40665 1.20015 1.15707 1.14634 1.1172 1.02036 1.09883 1.01055 1.75815 1.3156 0.989442 1.03751 0.938239 0.936353 0.912757 0.874277 0.859881 0.859454 0.795337 0.756199 0.729212 0.714487 0.70516 0.704164 0.679063 0.741565 0.8485 0.648533 0.709242 0.626618 0.600963 0.594928 0.970994 1.04399 0.714795 0.712022 0.609598 0.58707 0.583176 0.565915 0.562133 0.551568
threshold=0.029330542311072353 0.18962956219911578 -0.13988945970777419 0.00031691652839072054 0.071445409208536162 1.4439149493576366 0.40749756791046826 0.87767282128334057 0.011061989789888078 -0.035640781169303089 -0.057416761982396335 0.12527465820312503 -0.2205062639169322 -0.0031737520884047915 0.99318313598632824 -0.014675661921501158 -0.92367505627044 0.6211510560645509 0.53393349051475536 0.00019383875769563022 0.0009543619235046209 0.0040098042227327832 -0.044220306376673339 -0.0066613303396977084 0.06898826360702516 -0.19424676051599063 0.012461798265576364 0.0069579801056534061 -0.047862418471297123 -0.0074904958398057846 1.0000000180025095e-35 -0.044214014595598587 -0.032944692550787864 -0.19424676051599063 0.00061847572214901458 -0.12509862088930435 -0.1277904110630447 1.3084620975573558 0.78083824698173643 0.0043249926529824742 0.19790268009248715 1.6106760122497212 0.99676865339279186 -0.40535468328744167 0.081325197324548695 1.9206498109269891e-05 -0.0032882626636701559 -0.50901694267027531 -0.019591157517188613 0.037374961732105881 0.9843510389328004 -0.088256319185510371
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 22 20 7 9 8 25 -4 -9 27 24 37 33 16 -16 18 -3 -19 -5 -22 -1 29 51 -6 -17 -11 39 30 -24 -30 -15 -7 35 -25 -37 38 -12 -27 -10 44 46 -44 -38 -46 -43 -18 -35 -39 -48 -2
right_child=1 17 6 4 5 14 -8 10 40 11 13 -13 -14 32 15 26 47 19 -20 -21 21 -23 23 34 -26 28 -28 -29 31 -31 -32 -33 -34 48 -36 36 41 49 -40 -41 -42 42 43 -45 45 -47 50 -49 -50 -51 -52 -53
leaf_value=0.0780798712430395 0.015314794498992802 -0.039986650467684348 -0.028695339896324459 0.050658176468094444 0.049368850439432038 0.0068777137872094649 -0.070132726089770545 0.07917584689238176 0.0076687842205217672 0.034417276297645572 0.011026241846972373 0.0097477231198085795 -0.0056065375214031828 -0.022574418508458483 -0.096848241863320014 -0.11932909345268167 0.098262668095767974 -0.053970712293950701 -0.077195728973339955 -0.021093587665063463 -0.058373258905516902 -0.0024034331551388601 0.076784406151427093 0.072245581028950762 -0.0042513782363474166 0.070790248777526169 -0.00048722942912774998 -0.016429511255294346 -0.04842961657580775 -0.043649144825053429 0.011195788399164769 0.015358098158765704 0.051628286653320421 -0.035256973305890914 0.0087627285039586986 -0.074594849311970399 0.076588869123560721 0.011565320314767693 -0.060274417552188576 0.028418352734332294 -0.023162466814471344 -0.079685688376643957 0.019737940496543389 -0.1582273537349225 0.087219280261582655 -0.069775029449519507 0.016968677504004989 0.029610356704283042 0.0089929253571080208 0.090159478151058695 0.092641639180569044 0.04734233853212573
leaf_weight=10.088650462268559 7.2738758099294492 29.487550231536261 57.378535031440606 3.2110293306468511 17.810212406912797 12.821904078446098 7.6854476768930899 10.042513047042574 19.066821591135525 3.4512004230891753 6.5774253371564537 27.439538345419351 11.084345248964381 1.3336731474264514 0.63545919983881027 0.81131618775543701 1.3521775568369818 22.30673102401488 22.399368245463847 26.846904158101097 3.5561933095523264 45.230136556125217 2.3434435777380695 15.427299461312938 5.8747914829100401 4.2905233269120826 2.29370419550105 80.580026116599583 1.8993604758579774 1.6742380402429251 6.0377009183066548 20.955280430505809 27.545580192920173 12.220896241400625 3.2280397481663377 0.59940846904646683 6.4988853444374417 2.09479499063309 1.7519011523982042 18.730158299255436 9.4367067932689661 0.3501801048114429 0.79892389895394444 0.53955917349958304 0.45918656040157635 0.7157352794019971 1.951536211796338 14.322464385040798 3.9280948674713718 1.6191008563328066 1.9774656893569043 20.84834720606796
leaf_count=1125 1060 15840 21047 996 3897 1822 2867 2839 5119 784 1279 8308 3589 172 35 77 106 5286 18055 11871 1542 13198 227 884 1153 1040 290 27796 293 109 528 7031 7017 1726 379 34 371 496 318 4431 1713 23 37 28 18 40 113 1356 679 311 76 3252
internal_value=0 -0.0210553 -0.00953 0.0229709 0.016982 0.0223946 -0.0176967 0.0293468 0.0203296 -0.0153029 0.0456452 -0.0084058 0.0224443 0.0373862 0.00182265 0.0203742 0.0303757 -0.0463281 -0.0560704 -0.0360277 -0.00295698 -0.00650283 0.0506371 0.0441087 0.0315882 0.0305661 -0.032037 -0.0143344 0.0232502 0.0173968 0.0296574 0.0100238 0.0481899 -0.0106146 0.0523476 0.0571384 0.04029 0.0114467 -0.00406582 0.0363635 -0.00254656 0.0455628 0.020743 -0.0531243 0.0636433 -0.00803644 0.0439708 0.0356362 -0.0244955 0.0460926 0.0552981 0.0390731
internal_weight=0 322.657 221.616 296.228 243.537 191.54 176.535 143.154 92.1891 168.849 50.965 111.471 45.0814 40.9225 48.386 19.4151 16.3101 101.041 51.8869 49.1536 51.9974 48.7863 52.6903 42.6016 33.997 63.6855 3.10502 84.0312 45.8753 10.0554 8.38114 22.8546 28.8793 28.9709 32.5462 29.3182 13.8909 12.0432 8.32933 23.0207 28.5035 13.2915 5.61767 1.33848 7.67381 1.17492 4.27918 15.6746 16.149 3.7139 3.929 28.1222
internal_count=182683 120908 69856 61775 57783 42047 60802 35956 23524 57935 12432 36888 9054 9593 6091 1864 1497 51052 33895 17157 15736 14740 3992 2867 5465 16692 367 28580 12795 864 755 7324 7189 4227 2003 1624 740 2404 1597 5471 6832 706 277 65 429 58 212 1462 2405 807 189 4312
shrinkage=0.1


Tree=22
num_leaves=53
num_cat=0
split_feature=2 2 0 0 0 2 4 4 4 2 13 9 16 10 2 7 13 13 8 8 9 10 10 4 13 2 4 8 11 2 0 12 2 9 8 9 7 11 0 12 9 13 7 16 15 8 15 9 8 8 0 4
split_gain=26.0689 7.93181 5.37204 5.17092 1.99415 1.98913 3.09485 1.34058 1.19337 1.20635 1.17314 1.36593 1.20025 1.06477 1.03912 1.02962 0.938748 0.90232 0.830373 0.827002 0.797328 0.760438 0.711297 1.04278 0.928998 0.657124 0.903564 0.693529 0.64536 0.643673 0.626626 0.61032 0.602223 0.974738 1.03791 0.586138 0.570388 0.902904 0.562302 0.552967 0.545158 0.526476 0.514197 0.689493 0.688643 0.569681 0.497495 0.496115 0.493766 0.488729 0.48494 0.478351
threshold=0.028620406985282901 0.25152571499347692 0.00041687300836201763 0.0089995730668306368 0.4050248414278031 0.0043249926529824742 0.6451882291709875 -1.058487227785444 0.63279217698245216 0.98548159003257763 -0.092210560619460258 -0.045099942192638819 0.0070102980027911257 -0.05991254626917198 0.55873683094978344 -0.059807757663478602 0.4580867872996352 0.34601063732100906 -0.0091316681142276229 -0.0030663993035362487 -0.024054427267309681 0.0077394112818948485 0.0063106263505160014 1.1996611425229173 -0.28829498245030649 3.6207500215823534e-06 1.4439149493576366 -0.0022600279388844688 0.0082820323026323497 0.00077136349864304077 0.0051557347178459176 -0.41493482918733132 0.00086024080519564461 0.032727089435166078 -0.019951657123864094 -0.026773736680093332 0.004449399586755355 -0.022965942536093159 0.0081414761953055876 0.1690860642222313 -0.0063997228420433578 -0.0096951695949362669 0.0012629643197876136 0.065333938435610125 0.038479135184874287 -0.0035968766634759844 -0.090090741096467072 -0.0086855277706055899 0.036487911507344033 0.0034708567609172208 0.021476618945598606 1.3925792515278432
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 22 7 10 6 13 20 14 51 15 48 16 46 -3 47 -13 18 -7 31 -2 -11 23 32 -25 36 27 -27 -19 -21 -20 -15 -1 34 -34 -32 -8 -38 -33 -24 -14 -28 44 -44 -26 -46 -4 -5 -12 -17 -51 -10
right_child=1 8 5 4 -6 17 25 -9 9 21 11 12 40 19 -16 49 -18 28 30 29 -22 -23 39 24 42 26 41 -29 -30 -31 35 38 33 -35 -36 -37 37 -39 -40 -41 -42 -43 43 -45 45 -47 -48 -49 -50 50 -52 -53
leaf_value=0.066831273936944768 -0.012108873514212901 -0.041739678540943674 -0.10643128667885632 -0.029472721474099014 -0.060109835059557297 -0.013922793868700557 0.060109815501451828 0.010370579263515539 -0.03385747081413866 -0.070006660107447521 -0.070275395189801998 -0.018367878839309477 -0.011337979573604657 0.013709794752591799 -0.074255565830714007 -0.037307820752285004 0.039294724749477046 0.035561430676193544 0.032041951824184678 0.078958113090280682 0.067168603853045308 -0.030252086226266989 0.036657862397875149 -0.13150326841109097 0.063464131088280695 0.010287503127768736 -0.027921307104694107 0.046365672230945315 -0.019999943322061672 0.044668433602105824 -0.044335458944910644 0.023611465918065507 -0.092754997424339278 0.076491094320090727 0.027709113259035835 0.0056681052972161299 0.069777339442954403 -0.078529388541339465 0.058454868535402132 0.097423335815421008 0.0086715450433680116 0.002804490624688437 0.018758041737171355 -0.10091245528994604 0.061442514358624557 -0.02306014846108145 0.0054448584901017928 0.053749475377196911 -0.0036998852743026752 0.023585998563205653 -0.022898425099127043 -0.0063623252163498333
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leaf_count=1967 191 11352 83 450 4119 6598 293 3134 6715 3597 989 22127 5496 2883 17768 11803 934 3948 1992 2271 1048 2380 223 14 407 4027 853 1938 378 3936 613 1982 106 218 886 17386 46 65 2878 248 15675 4292 393 30 88 116 143 658 416 679 8123 3493
internal_value=0 -0.0197343 0.0220664 -0.010056 -0.0152081 0.0153126 0.0239686 0.0337996 -0.0458802 -0.0347401 -0.0130378 -0.00814824 -0.00603134 0.0419089 -0.0585676 -0.0253233 -0.0157528 0.00528993 0.00139295 0.0444297 0.0575996 -0.0532218 0.0500136 0.0455924 0.0269449 0.00994424 0.00692699 0.0220653 0.0270767 0.0587206 0.00740393 0.0333177 0.0572298 0.0359265 0.00991158 0.00347611 0.041497 -0.00927455 0.0439016 0.0793138 0.00320521 -0.00253577 0.0300826 0.0111602 0.0450388 0.00820281 -0.0361389 0.0283691 -0.0543346 -0.0287671 -0.017792 -0.0202559
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internal_count=182448 121147 61301 75842 71469 56605 25690 4373 45305 16185 67350 45637 44232 14176 29120 21713 23061 30915 26589 13950 1239 5977 4696 4225 1048 11514 11110 5965 4326 6207 19991 7743 3177 1210 992 17999 404 111 4860 471 21171 5145 1034 423 611 204 226 1108 1405 20605 8802 10208
shrinkage=0.1


Tree=23
num_leaves=53
num_cat=0
split_feature=1 2 9 2 4 1 1 2 4 16 4 13 7 5 9 4 1 1 12 6 5 1 5 13 4 6 7 2 5 4 5 5 1 5 9 5 2 16 6 1 6 1 5 9 9 7 13 6 14 7 1 7
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threshold=0.17738867551088336 0.12952719628810885 0.051509423949563531 0.0024744312977418308 1.1674866103388395 0.0034273343626409773 0.9609280824661256 0.0014405018882825973 0.58753347660610677 -0.027333070650745844 -0.2205062639169322 0.41225614115942716 0.055646979307404809 0.49413893245419821 0.028788630209062856 0.6451882291709875 0.009116235654801132 8.5363794823933875e-06 0.41835911528949082 0.022102298338538984 -0.57301615025126551 0.9869045913219453 -0.45253830158541297 -0.22545919663244871 -0.11701819401631523 -0.014245825972984752 0.0059557309390138296 0.00016692889767000454 0.41596656779400282 1.4479182887617477 -0.051976717895149877 -0.033143877294689858 0.0017154015949927273 0.24198830529911722 0.00028928598872728409 -0.4625035857439222 0.14648586511611941 -0.074125021716293274 -0.20261172946171538 0.7793693244457246 0.24325796998401319 0.52945247292518627 -0.22085167105847928 -0.066930597239883496 0.01319962870132327 -0.0060532546758824898 0.14516221600467263 0.26066202452910742 -0.36333760331657822 -0.038230255721566249 0.9814734458923341 -0.0024162800992272556
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=3 15 -4 8 6 7 18 9 -10 12 21 20 13 -15 -16 17 35 30 19 -21 -22 22 26 24 47 -27 -28 28 -30 -31 31 32 33 -35 -36 -37 -38 38 40 44 -42 42 -44 -45 -46 -47 -48 -49 -50 50 -52 -53
leaf_value=-0.053623007261308142 0.079400017889923735 -0.071517988245407491 0.037760159670601166 -0.10057907900325221 0.042716571953134809 0.042937131565568783 0.0041510541995056164 -0.019192234607032514 -0.0096765548752176331 -0.024449099093886983 -0.030003284502582175 -0.10756454947732241 -0.048372492643630874 0.062515223031953587 0.046836685731717696 -0.070391702992197477 -0.079412528475526337 -0.054735716065792112 0.042437925353813362 -0.00066289937455934035 0.056318792311877301 0.026313385971775766 0.053929528512629422 0.0059873047244663642 -0.0092416712254730655 0.025545128050725275 0.10475414477627341 0.057819729132031018 -0.017765357854084916 -0.050954333552749788 0.036729771414075602 -0.036155106526505235 -0.061311149488977229 0.01659980826325682 0.073381675125202411 -0.041240481132646986 0.030817239650417095 0.033302630879977237 0.043088888872068278 -0.09637285668010602 -0.016802731300159364 -0.15548981059394573 0.036970869198972425 0.0068404567753530075 -0.15156345330994961 0.043424667981127374 -0.14230030101414998 -0.055108415718421781 -0.043195161731775289 0.0065040244306248107 -0.13332885949873025 0.034141005233475713
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leaf_count=3721 2241 17096 1938 71 119 1995 1503 23972 6388 4320 154 39 1420 137 1399 1281 124 5668 2964 980 2661 41 3032 24648 10605 563 770 1626 431 115 1003 5644 1275 1774 670 21338 930 211 3297 56 372 21 6012 12831 33 774 34 868 1025 2060 56 142
internal_value=0 -0.0169264 -0.0062103 0.0252388 0.0331404 -0.00861257 0.0171245 -0.00705011 0.0148295 -0.00862015 0.0475662 0.0202485 -0.00333555 -0.0359051 0.0165391 -0.0417947 -0.0495572 -0.0316623 0.0239646 0.0315953 0.0508397 0.0429554 0.0585678 -0.00137731 0.00117455 -0.0170312 0.062787 0.0348049 0.0246589 0.0326967 -0.0242927 -0.0180705 -0.0255651 0.000761653 0.0525849 -0.03738 0.00564121 0.0324956 0.0214035 -0.0186617 0.0318638 0.0128131 0.0249924 0.00551367 -0.0615556 0.0303817 -0.0517409 -0.0140589 -0.0339428 -0.00441972 0.000555762 -0.0239865
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shrinkage=0.1


Tree=24
num_leaves=53
num_cat=0
split_feature=3 2 1 0 6 3 3 3 11 5 13 15 8 13 15 13 5 1 6 13 6 1 11 2 13 0 1 1 1 5 1 5 6 15 11 15 6 1 6 1 11 7 13 15 5 3 2 2 13 1 7 6
split_gain=19.9769 8.23579 3.91538 3.3648 1.60416 1.41789 1.29863 0.973899 0.909049 1.04137 0.872133 0.864448 0.802769 0.707122 0.741648 0.692351 0.689112 0.650464 0.623571 0.590985 0.586008 0.565749 0.564374 0.554704 0.548704 0.548643 0.704655 0.543447 0.531084 0.756741 0.518331 0.509845 0.472514 0.46652 0.46524 0.575468 0.45193 0.586043 0.505461 0.44824 0.437351 0.432581 0.428447 0.428408 0.426617 0.416531 0.7128 0.407128 0.476139 0.402173 0.399634 0.398027
threshold=-0.070294712670147405 0.10886033624410631 0.092741254717111601 0.0024314243346452717 0.16656964454439724 0.085522476583719267 0.26040027989074593 -0.17890542629174885 -0.00080360682136481037 -0.42799163898861653 0.07944322145352993 -0.2305117362737287 -0.0091316681142276229 -0.32739555975125278 -0.24748991104576976 0.34601063732100906 -0.63053446231120136 0.99873447418212902 0.17329541063708234 -0.0058118398833789256 0.19486835207031675 0.15321172028779986 0.0025349155195019337 0.020433269441127781 0.37543366262999561 0.057175317779183395 0.40707466006278997 0.89032265543937694 0.99521169066429149 -0.31289116336446227 0.25070406496524816 0.5958596095223655 0.19790268009248715 0.21118891929425546 0.00015219445281448426 0.13678416862054246 -0.025788801457838802 0.0012753876508213582 -0.017981852432999972 0.59986478090286266 -0.10081818526521412 0.068796478532022601 0.57521333225291615 0.09718510582901814 0.24198830529911722 -0.92367505627044 0.000198381174413953 0.084518574178218855 0.040630044126603621 0.00019383875769563022 0.016409946046934139 -0.022662918179322197
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 7 10 20 25 12 21 22 -6 -4 -1 32 -13 -14 19 34 -11 30 -10 -2 -18 28 45 -27 -17 31 -30 -3 47 -15 51 35 41 37 -8 -38 -26 -40 -12 -25 -33 -42 46 -5 -9 -49 -22 -31 -16
right_child=1 6 8 4 11 -7 36 24 9 17 18 15 16 14 33 27 23 -19 -20 -21 49 -23 -24 42 39 26 -28 -29 29 50 -32 43 -34 -35 -36 -37 38 -39 40 -41 44 -43 -44 -45 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=0.069475499774442173 -0.025194126653884815 -0.039357732897759068 0.0030376965992379664 -0.17290236735433739 -0.055870402230179861 -0.040637406460549669 -0.085963458703938761 0.010346969987000278 0.012475087240460902 -0.015756357935065021 -0.0080786026541287328 -0.0045856885161100723 0.16837737857786189 0.013969677303108399 0.043785240593398701 0.0044519692730248762 0.033982854314551468 -0.19038851162780138 -0.025405677201524642 0.013748987140603476 -0.045111586427130368 -0.1002700698908712 -0.0054945429380626378 0.0048426272812310076 0.022074345312010777 -0.011706123443993329 0.036360530526431338 0.07304458847186196 -0.14961586873182195 0.040718559173003988 -0.0039103562599057812 -0.059671312880584637 -0.077651596463524833 0.069881247969635074 0.021892418746883427 0.041314453392115626 0.0015615415764591019 -0.044826494424122183 0.12176445697808246 0.087641137382221748 -0.066090097562671313 -0.10244008225769388 0.086753754772362551 0.065352121237939723 -0.03178550277249409 0.033971933901729527 0.016619104426744979 -0.035154335521134394 0.016515177728183866 -0.0097036148661005656 0.13793105065861355 0.028628405596484885
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leaf_count=697 16231 33170 5799 20 525 9605 3745 9196 150 3460 4526 6372 10 214 4651 511 7192 21 1863 5929 991 210 7775 4441 1217 2134 1801 256 14 348 1864 325 100 455 3900 606 677 5286 55 471 6097 71 178 44 1823 13071 209 2034 936 7165 41 4107
internal_value=0 -0.015914 -0.00459882 0.022419 0.0134858 -0.0164668 -0.0383698 0.0197312 0.0107053 -0.0030976 -0.0116323 -0.0035689 0.0176991 0.0385086 0.0357599 0.000523938 0.0264619 0.00187715 0.000828489 0.00302303 -0.0313217 -0.0691603 -0.018548 0.025207 0.00898863 0.0279593 0.00910682 0.036673 0.00506443 0.0501959 -0.0365491 0.0022747 -0.0184383 0.0375385 0.00740264 -0.0037005 -0.0553753 -0.0685682 -0.0444751 0.038237 -0.0507607 -0.0114926 0.00889747 -0.0430342 -0.0523682 0.0326266 -0.0290133 0.00510274 -0.0156187 -0.0167022 0.0652682 0.0355809
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shrinkage=0.1


Tree=25
num_leaves=53
num_cat=0
split_feature=3 0 1 1 3 5 2 1 1 3 14 6 5 10 13 0 15 15 2 13 8 10 8 13 13 8 14 15 5 0 8 1 10 6 1 16 10 13 15 5 6 1 15 8 16 5 16 0 10 15 5 16
split_gain=18.5341 5.05843 4.18381 2.16076 1.78662 1.50104 1.35625 1.32234 1.59988 1.25632 1.21857 1.102 1.04867 0.974446 0.936526 1.06065 0.679209 0.9394 0.867717 0.667167 0.627513 0.635116 0.619091 0.609767 0.5729 0.572843 0.656109 0.572115 0.70919 0.56849 0.558135 0.531419 0.526653 0.525134 0.519136 0.517124 0.47839 0.478286 0.476795 0.469105 0.465282 0.450155 0.493195 0.441966 0.438149 0.425154 0.445415 0.424733 0.397144 0.396167 0.389969 0.388478
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decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 16 10 6 7 12 9 8 24 -3 22 14 -5 -9 15 -11 17 19 -19 29 21 30 -2 25 -4 26 -14 28 33 -1 45 -25 -17 -26 -13 37 -30 -10 47 -37 -39 -7 -43 -12 -45 -18 -47 -24 -31 -36 -21 -16
right_child=2 3 4 5 -6 41 -8 13 35 11 43 34 23 -15 51 32 20 18 -20 50 -22 -23 38 31 27 -27 -28 -29 36 48 -32 -33 -34 -35 49 39 -38 40 -40 -41 -42 42 -44 44 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=0.049772151695919892 -0.040170987724615526 0.043713571123023293 -0.025915754768126631 -0.037511026941648214 -0.036461009864628573 -0.0030411009950985736 -0.038439621159617958 0.077362330587812334 -0.006474399464599781 0.024140408719443368 -0.071306714876413324 -0.12331013967662532 0.034835231040392593 -0.18289654336250397 0.0062567381413508663 0.072094616111229845 0.069990191385676179 -0.23243497487457121 -0.019095165064701061 -0.060832487508359859 0.075725905736442514 0.064955394418627896 0.0042912850935108264 0.026732945168326572 -0.18495476869850494 0.036978592718454849 -0.006240526922275621 0.0052438072580718561 -0.15597371808514449 0.0051195144684480741 -0.085167254154295699 0.090397668236284812 -0.019203005730699683 -0.043844275901016749 -0.034574739757352903 -0.0080507015500204879 -0.011239840964537957 -0.020744977789660168 0.010657740936271705 0.036499782121441969 0.051557327178986839 0.13870090305545349 0.02089722878492916 -0.077922127857193726 -0.03341739349711919 0.031322084993739799 0.089813128312618812 -0.030283112544507041 0.045853534334445542 -0.0071805399500903117 0.013047046029086955 0.022063241289286724
leaf_weight=9.8264372694830033 36.425971605402992 7.1089834354133918 20.843722228752995 2.1804875620873636 21.108881363665205 24.828055366408083 8.4359350058984983 0.17176148245925915 13.331467837806033 7.990170631746877 11.481817047260849 0.44969359203969617 7.5007774588921157 0.66177945480012568 42.912229150813801 0.62975323884166101 3.3161916192329945 0.2344792631920416 0.79774817852012347 1.2451195346802708 4.9178455149667561 7.9012166575485017 4.0845525424301767 2.2270199079939621 0.38025823596399277 32.290195152827891 8.0455931219548784 23.513816854716424 0.21285751913092354 8.1946972599180281 0.37085289592505333 3.2415795363485813 27.473902313726285 0.83047821163200086 8.1174325126667135 2.911023820961419 26.977627458378265 1.2221766326474606 4.0557566187999319 12.42157596992001 3.1797444680923936 0.37107842788100232 4.3008695088501545 2.8944183371968402 9.4899353556575043 46.797256374320568 1.327484296147303 27.082889566780068 3.3665695142990435 15.073626820858404 1.6341535830651981 24.385562883471721
leaf_count=870 22686 1503 9567 349 10395 4118 5129 89 4126 1898 6129 63 1910 24 13096 101 271 6 137 183 480 746 2001 877 11 11713 2635 8627 17 1335 30 988 9154 268 1833 1080 10786 333 2011 3972 977 18 415 1120 3859 6735 174 16362 553 3878 272 6679
internal_value=0 0.0158694 -0.0217303 0.00793325 -0.00989262 0.0205528 0.000409564 -0.00462929 -0.00363019 0.00285745 -0.0375604 0.000565322 0.0302407 -0.128776 0.00501962 -0.00797361 0.035946 0.022031 -0.0706405 0.0260212 0.0413854 0.0385358 -0.0310276 0.0330236 -0.0119184 0.0293868 0.0135946 -0.00629162 -0.0158393 0.0321032 0.0344861 0.0646399 -0.0171134 -0.0901776 -0.0189046 0.0146039 -0.012473 0.00296885 -0.0215566 0.028042 0.0314802 0.00232387 0.0307393 -0.0571356 -0.0439146 0.0353776 0.0329678 -0.0257522 0.0170327 -0.0167881 -0.019077 0.0119885
internal_weight=0 317.493 223.283 227.563 127.767 84.9857 142.577 106.658 105.825 134.141 95.5153 127.032 55.4857 0.833541 103.392 36.0938 89.9301 25.2992 1.03223 24.267 64.6308 59.713 71.6492 53.3052 72.7588 47.8366 15.5464 51.915 28.4012 21.3877 51.8118 5.4686 28.1037 1.21074 23.6408 33.066 27.1905 17.7334 35.2232 15.3326 4.40192 29.5 4.67195 23.8662 12.3844 51.4409 48.1247 31.1674 11.5613 23.1911 2.87927 67.2978
internal_count=182589 78149 104440 66357 50272 23023 43334 39877 39764 38205 54168 36702 18472 113 30928 11153 11792 3356 143 3213 8436 7956 43060 18123 29276 16258 4545 19709 11082 2758 7210 1865 9255 279 5774 10488 10803 5436 20374 5052 1310 4551 433 11108 4979 7180 6909 18363 1888 5711 455 19775
shrinkage=0.1


Tree=26
num_leaves=53
num_cat=0
split_feature=1 3 3 3 3 2 5 1 13 2 9 10 13 1 3 14 9 6 1 9 13 14 10 14 7 7 5 14 6 11 1 16 5 16 11 1 6 6 6 14 3 9 13 7 1 1 5 7 13 7 10 9
split_gain=15.9923 6.44842 2.48575 1.89846 1.84875 1.37669 1.07503 0.838696 0.81568 0.823327 0.806862 0.737288 0.691089 0.713198 0.623776 0.635665 0.607836 0.60041 0.620383 0.594682 0.607106 0.588155 0.587974 0.842278 0.754819 0.654676 0.618754 0.567811 0.561816 0.558807 0.65273 0.560401 0.625455 0.552602 0.527629 0.484601 0.5432 0.479927 0.479151 0.474347 0.468937 0.460082 0.458578 0.448624 0.448057 0.44795 0.443 0.43616 0.434271 0.429245 0.452576 0.427919
threshold=0.20927543193101886 -0.0059089912101626388 0.24014424381311986 -0.44244222302222619 -0.24006919300882143 0.11561194062232973 -0.51037141035064326 0.012669342570006849 -0.28149618437879304 0.0043249926529824742 -0.057502430830062637 -0.0012261642842319239 -0.10134272833534823 0.99601411819458019 -0.63639633543789376 -0.078445979597275173 -0.032198012437725028 -0.027806926039444176 0.0015610320260748269 0.035211722846887665 0.34601063732100906 -0.076727077464250046 -0.0065105997776410008 -0.15123976273625056 -0.0035211005708889408 -0.036166223657846233 0.72507360347951033 -0.257541024091058 0.19966159345964965 0.024810478905956106 0.025735815986990932 0.23079396321222359 0.087871071240036805 -0.0023706374099737044 -0.10081818526521412 0.19510867446660998 -0.16326621904834956 -0.25241808270869082 0.48205136168572021 -0.71810521728835652 -0.030521903187036511 -0.11340382903263531 0.020914669009269016 0.13733339551605825 0.16708723455667499 0.038899071514606483 -0.51037141035064326 0.050965747577088258 -0.25170277413619074 -0.010281854080293572 0.0054824046670954698 0.0010300275854706077
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 27 11 19 49 34 -9 -10 -4 12 13 -2 15 -13 -16 18 -12 20 29 -17 25 28 -25 26 -8 -1 -24 31 -31 -5 44 35 -3 -11 -37 47 -19 -27 45 -35 -23 46 -33 -32 -18 -22 -21 50 -6 -36
right_child=4 2 10 5 6 -7 22 8 9 33 17 14 -14 -15 16 21 43 38 -20 48 37 42 23 24 -26 39 -28 -29 -30 30 40 32 -34 41 51 36 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.073063970346682536 0.055849460004612633 0.14292535263251008 -0.10296884158472452 -0.0037941726496957006 0.044329205548955565 -0.028162202735454091 0.069123640154347493 -0.044635946500865054 0.059342394095064047 -0.02091719753948398 -0.079420878582533092 0.046914287542051548 0.02052135150466023 -0.080206502578987982 -0.088915435230064871 -0.19092728792880667 -0.04404991184043397 -0.035307833982417894 -0.0410723383228217 0.051035996269246146 -0.0046055967522771737 0.062723799155682797 0.047563622617276535 -0.0093538459706857171 0.020336700701943253 0.086610282957176432 -0.12674676826143172 0.024004572808825342 0.010427302079647824 -0.11830616645141118 0.094423403875679823 0.011645711796449206 0.077787496775169551 -0.10103110287998723 -0.043940730211035707 -0.16570800364412527 0.0038188906971757795 0.027788727717835329 0.11822786408656137 0.00070506859007602547 0.048855367806550587 -0.0046158022288947725 -0.0064242122976774776 -0.12766640565212803 -0.15481482678817635 -0.04807215125837732 0.060116602166424171 -0.12892585737460105 0.0087554371093620277 -0.071595142044331525 -0.10685428007798103 -0.022867216511145122
leaf_weight=2.8337190020683947 9.0784883893356856 0.15256609569769253 2.646213880434515 91.046723575366741 0.78960382469813362 19.113528652776949 2.268455561214068 8.6494110657658876 1.5543566633423314 36.289819235225877 8.1628859439442767 7.2526477377396077 46.898546914752842 0.3873261925182313 0.27491492743138479 0.13509212102508161 0.40480409667362138 19.185051478219524 8.8750900319846533 3.645972681872081 1.7336472548267914 1.1916844236984596 15.024985612031744 11.229247933614714 35.92120481792972 0.63642938263364968 0.15755635639652599 13.911637638433602 5.6029090534029811 0.81092934597108879 0.22231040537008118 0.82911150781728726 1.7464992663590235 0.48348667081154317 20.215233523321331 0.4690324413459166 0.30777104859589499 10.532293091830068 0.18870596982378529 37.380870988067272 0.76771522097260492 40.716560162372843 4.6231898218466085 0.11500834301113982 0.18267804092465667 2.9258392244446441 20.129755877962452 0.31981427187565703 7.2388805025329912 2.0242239694052833 0.24484466435387731 18.546345728684628
leaf_count=290 1540 67 821 27502 138 9708 404 4629 468 17872 4340 1001 8845 35 49 12 71 10220 7277 431 423 194 4234 3586 12504 119 18 2830 933 117 52 261 245 79 11689 29 136 2989 185 10167 183 17283 887 11 21 531 3722 26 1347 358 41 11765
internal_value=0 -0.0139215 -0.0276531 0.000558002 0.0219341 -0.00322104 0.013299 -0.0208811 -0.0154944 -0.0123275 -0.0497203 0.0325484 0.0255102 0.0501438 0.0441535 0.027077 0.0548965 -0.0458026 -0.0595081 0.000689868 -0.00149664 0.00282947 0.0149539 0.0206467 0.0132648 0.00540853 0.0555819 0.0323746 0.0374942 -0.00413936 -0.0376229 -0.0024454 0.0418172 -0.0137638 -0.0331152 -0.02262 -0.0999442 0.0191696 -0.0337064 0.00218257 -0.0204598 -0.00578989 0.00789326 0.0568851 -0.0205411 -0.0375408 0.0580272 -0.0248985 0.0229772 -0.0450041 0.0073568 -0.0338726
internal_weight=0 324.304 166.443 157.861 201.772 141.116 111.28 127.385 88.4704 79.821 39.0579 90.4915 56.3644 9.46581 34.1271 13.2026 20.9245 36.4117 17.038 122.002 111.118 5.94997 108.222 67.7783 47.1505 40.4433 2.42601 16.7454 20.6279 98.5318 4.72679 93.805 2.75829 78.2667 38.9141 37.0666 0.776803 12.5858 19.3738 38.0173 3.91586 41.2 5.81487 20.6496 1.01179 3.14815 20.5346 2.05346 10.8849 3.05867 1.03445 38.7616
internal_count=182685 133816 86860 46956 48869 43836 32502 64017 40496 35867 22843 16367 10420 1575 5947 2094 3853 22022 11617 34128 32350 1093 31965 21257 16090 10708 422 3120 5167 28912 883 28029 527 35399 23521 18037 165 3438 10405 10286 766 17362 1081 3804 282 583 3793 449 1778 537 179 23454
shrinkage=0.1


Tree=27
num_leaves=53
num_cat=0
split_feature=3 1 0 1 1 3 13 4 4 0 4 1 4 1 1 10 15 15 6 4 10 12 5 5 13 15 1 12 10 10 6 14 15 13 11 5 13 11 5 5 0 3 1 14 13 5 4 1 11 13 12 11
split_gain=14.4359 4.89071 3.84173 1.99022 1.60354 1.43368 1.402 1.2836 1.2012 1.19064 1.04278 1.10322 1.02093 0.848399 0.802947 0.786805 0.661958 0.659165 0.658934 0.623831 0.871055 0.568397 0.561571 0.551731 0.545905 0.542452 0.529438 0.651608 0.543404 0.529522 0.552946 0.516612 0.499804 0.493058 0.489653 0.448435 0.443218 0.440694 0.433715 0.431929 0.431185 0.592975 0.421228 0.420759 0.416425 0.423477 0.444774 0.416395 0.412485 0.403365 0.39928 0.395331
threshold=-0.056659108027815812 0.013199685607105495 0.0011334373848512771 0.35932058095932012 0.44382876157760626 0.14469726081006232 -0.096660135096641175 0.68618150553910418 0.60906708144656208 0.046914521604776389 0.6451882291709875 0.0034273343626409773 -0.11701819401631523 0.94057613611221325 8.5363794823933875e-06 0.0093395761284891174 -0.31856901003789279 -0.058859156983355261 0.26066202452910742 0.31911193500459795 -0.0066613303396977084 2.2408231435506658 -0.075892247940846883 -0.45253830158541297 -0.4983386617320929 0.012320499569473007 0.97813254594802868 3.6486882529779066 -0.01043695746132467 -0.001547295038002902 -0.063925438041187541 0.11079388011636238 -0.2305117362737287 0.71226633304540377 -0.10081818526521412 -0.40507673738277022 0.57521333225291615 0.0035860277537540404 -0.15031849365223657 0.39327107561253566 0.0032583361025899653 -0.92367505627044 0.0011570589267648759 0.0070324122095655446 -0.32739555975125278 -0.23247873200639341 -0.8393475628511694 0.0049961023032665261 -0.033433015617025899 -0.059758498855045424 3.0021245399854979 -0.040608406961863547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 10 15 5 9 6 24 22 13 12 11 -2 16 44 -12 19 -4 -11 36 32 49 40 -5 25 -3 -15 27 -9 -28 -30 -31 -7 -1 50 -13 -14 37 -8 -39 -20 -10 -42 -16 -17 -6 46 -46 -18 -26 -21 -22 -23
right_child=1 3 4 7 8 31 18 26 21 17 14 34 35 23 42 43 47 -19 39 20 33 51 -24 -25 48 -27 28 -29 29 30 -32 -33 -34 -35 -36 -37 -38 38 -40 -41 41 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.011700963890102565 -0.070803346491447761 -0.062862454741020007 -0.034219732670737711 0.010039476441473063 0.10178472024112924 -0.027017258554069598 -0.0058083721878980079 -0.016024725428946982 0.026834596725612725 -0.038934592523637679 -0.060633792037566706 0.11552483444542201 0.051008345992635595 -0.13500701843381033 -0.027939715783472954 0.082072765730114849 -0.076917479751366147 -0.0050924839219252315 -0.016952906346978613 0.042822118763025378 0.033056453310782323 0.081677799672606771 0.040325922873369564 0.063772201634855225 0.037234681938508936 0.075368919659654338 -0.021361390281108186 -0.10198595975604773 0.050901481348407308 0.032362950650092891 -0.043245340281687167 -0.061279840497295707 0.05320712775967168 -0.093654395710378938 -0.035775818741057404 -0.013331390953594322 0.040745955321796611 -0.017215443834744409 0.016937078616706958 -0.068821603715147367 -0.1455294901096674 -0.0028449659842773602 -0.0022506414393900268 0.0077712827804691468 -0.099964256442398369 0.031668106741813723 0.0076245747530635294 0.020241729439780354 -0.023833356637767006 -0.0080859323222472607 0.066791789518004616 0.022234137988653105
leaf_weight=1.2552965529466771 15.424215715069293 3.5664321197928066 2.4027863851551947 11.432541941401725 0.66477551659045531 16.624060039453074 73.097620213614391 8.280727601624676 5.4038933721531093 8.0997025108590623 5.7940728466492137 0.19993563090975186 1.1315032393758908 0.26846145570743729 20.570940559566228 5.7451619584535356 0.42824445186852145 19.803456109861145 6.6856207880127823 1.9273853409977162 21.010658009014158 1.2682586338778481 13.200840938728559 10.49465213826238 1.129379953839815 0.199340363353258 4.3278585141670192 0.97097002758528184 3.554813314054627 2.0796630945551446 1.7776973401196281 6.0014508103104154 19.91497501268168 0.26825332155567494 16.969327815203997 19.017327897316136 2.4699858529274925 4.6438881623034858 18.399518879698007 2.103313770297973 0.27803994037094781 19.76676712193148 9.2557049235765572 0.88280502696579777 0.39321528398431826 14.560551305437 5.9238299455901169 48.741807342942593 32.85348033055925 7.7738769619500072 4.22681906867001 8.8623822318586445
leaf_count=163 14224 1658 432 4607 133 10869 29048 2865 854 2490 1297 80 341 27 8412 472 196 6863 2541 276 1845 123 4454 3087 307 28 747 149 797 297 317 3133 3221 22 12639 7515 812 1872 6104 571 39 4733 4734 146 57 5271 1807 11393 15703 846 294 1774
internal_value=0 -0.0151606 0.0185826 -0.00770232 0.0106712 -0.0127436 -0.00908666 0.0108112 0.0224974 0.00258651 -0.0384632 -0.0513912 0.00940501 0.0363894 -0.0266144 0.0396325 0.0168608 -0.0149345 -0.00326988 0.0357796 0.027598 0.00979405 0.0262869 0.059027 -0.0257147 -0.0458788 -0.0073561 -0.0252229 0.00674042 0.0231604 -0.00251992 -0.036146 0.0493519 0.037293 -0.0338975 -0.0096769 -0.000929131 -0.00200708 0.0100465 -0.0294785 0.00181314 -0.00495003 -0.019974 0.072223 0.0248308 0.0222968 0.000668465 0.0193683 -0.0217856 0.00208737 0.0387491 0.0298046
internal_weight=0 281.414 230.714 213.2 167.709 167.575 144.949 45.6251 68.0842 99.6248 68.2142 32.5935 71.7217 32.5048 35.6207 63.0052 51.5728 27.9032 107.4 56.3773 35.207 35.5793 24.6334 10.9625 37.5493 0.467802 20.9917 9.2517 11.74 7.41217 3.85736 22.6255 21.1703 25.5057 17.1693 20.1488 98.611 96.141 23.0434 8.78893 25.4487 20.0448 29.8266 6.62797 21.5424 20.8776 6.31705 49.1701 33.9829 9.70126 25.2375 10.1306
internal_count=182685 128237 54448 86851 47163 72618 58616 14233 17933 29230 41386 26943 19877 10410 14443 7285 12021 9353 40948 6667 3283 7523 9061 3142 17668 55 5172 3014 2158 1411 614 14002 3384 2161 12719 7856 37836 37024 7976 3112 5626 4772 13146 618 7268 7135 1864 11589 16010 1122 2139 1897
shrinkage=0.1


Tree=28
num_leaves=53
num_cat=0
split_feature=1 3 0 0 4 1 4 3 3 16 1 4 7 1 0 16 16 11 4 3 10 12 7 4 13 10 6 4 13 0 0 6 13 11 16 13 1 1 13 15 12 11 13 0 3 13 11 15 16 7 15 7
split_gain=12.299 5.80902 3.63481 1.439 1.51326 1.6323 1.16356 1.25735 1.02053 0.866904 0.788873 0.655723 1.29202 0.636095 0.635975 0.616736 0.586767 0.574764 0.597781 0.573304 0.550144 1.05102 0.622251 0.534116 0.522694 0.8349 0.563382 0.48283 0.470371 0.467469 0.462419 0.46004 0.440233 0.437522 0.434691 0.676246 0.647783 0.621162 0.808135 0.526366 0.431232 0.430516 0.426636 0.881996 0.424968 0.421416 0.416637 0.613786 0.656428 0.453185 0.450443 0.415549
threshold=0.22431079298257831 0.02369717322289944 0.00079794606426730763 0.00031691652839072054 0.68618150553910418 0.55265015363693248 -0.35610273771556106 -0.57733215484768141 0.27046824852004653 -0.022793791877386151 0.99521169066429149 1.4439149493576366 -0.0017847127217211791 0.071445409208536162 0.0077465265057981023 0.064066830609867606 0.023249145960340958 -0.008524549404761347 1.4479182887617477 0.062572663649916663 0.047893680645331616 -0.86167417986660355 -0.009368526639212121 1.4479182887617477 -0.041591247014359609 -0.051839446436366211 -0.30526653718171087 0.70919976675903029 0.31983074937146844 0.14761284738779071 0.00041687300836201763 0.2483601803409147 -0.081024727735545143 0.0062305295426105297 0.024115511223271307 0.21390529185692861 0.94841453433036815 0.97813254594802868 0.030559288791390894 0.16273462373909633 0.66496956160089427 -0.00069189720056405952 -0.30328992218406742 0.0077465265057981023 -0.017530345357954499 -0.11595655461289538 -0.02448014080586771 -0.18178712017020204 0.039700499382606773 0.0091423358742353435 0.014319157039987413 -0.0053288753849555903
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 45 11 5 -5 7 -4 31 14 17 -2 16 -8 44 23 -13 32 27 34 24 22 -22 -14 25 26 -16 -19 -10 -21 -29 -3 -6 -33 36 37 39 -36 -39 -7 -17 -32 43 -11 -9 -1 47 -12 -49 -48 -51 -41
right_child=3 8 6 4 10 19 13 9 28 42 46 12 15 -15 20 40 -18 18 -20 29 21 -23 -24 -25 -26 -27 -28 30 -30 -31 41 33 -34 -35 35 -37 -38 38 -40 51 -42 -43 -44 -45 -46 -47 49 48 -50 50 -52 -53
leaf_value=0.070243583398640064 0.050240383224262858 -0.028573173932676599 0.051725821622406937 0.0079503489433745828 0.055075629920989827 0.027757311419005001 -0.023374462066936937 0.029306041120507914 -0.04319715428168229 0.048892012131308268 0.14116029891416607 0.072863020818837304 -0.028719063456223666 -0.0047487574899152275 0.16892404554867307 -0.15061067169962328 0.0027877501992663203 -0.015872765331815048 -0.029393376948242164 -0.060871975338982282 0.026281642866145767 0.077569571589788847 -0.15978138442674567 0.023696519474565598 -0.0046723575976694723 -0.038527913296130326 0.0057065464668461553 -0.11136853459470367 -0.093033713102185875 0.02114426798056615 0.038010297702407908 0.0041244470587795288 0.005356133280237217 -0.03548475679250554 0.019534251272191841 0.051778265358241884 0.062290048910255913 -0.11298068239644282 0.023071696250692015 0.12113051939307309 -0.014223295581383714 -0.013572547192768319 0.0065163446921046725 -0.054955515362619639 -0.043792861273941441 0.032629348408311512 0.040185578719195467 0.0034070690452462065 -0.11861392745962947 0.017935235943819097 -0.13333281282269499 0.037478179397530308
leaf_weight=5.6917531776998658 18.872222523477831 66.403745708887982 4.5504963446583124 36.583936379629449 1.9273216956571584 18.242150817477526 44.592677894670487 4.582552251915331 29.709969946566165 1.1093207032608905 0.26964711619075377 5.2654737759148729 2.7087323518935555 31.149645017248986 0.29236911400221288 0.40856392681598741 1.5460257717641068 8.7503012895031222 11.384861294565779 1.0114940124258276 0.21680152455519408 0.31859246705425803 0.91929339054331638 6.7639041227812413 15.668209704401306 12.437464208400344 0.66969150469231031 0.24932897595863224 2.0225247053058402 2.1234656804899714 5.3901705246098581 9.0721789922990848 21.185760576474419 4.006896254786624 6.0017025660890777 4.9007964505690325 12.81908354743018 0.89844270467438014 0.82459858693255228 1.1330937199381881 0.51737530325772241 2.2980627087745225 66.579291747541902 2.9799127790220155 0.94529090331889065 6.349750726731143 10.055634812015338 4.1813313810853279 0.47513563535176206 0.54453476975322779 0.28767068806337193 1.2751872803055437
leaf_count=728 2436 40346 820 12989 363 6707 23508 849 19814 177 19 273 115 13427 11 15 70 1145 2174 306 47 73 74 388 4799 4547 174 31 809 841 2832 3255 4074 1920 2371 1724 4121 158 286 155 32 1342 17443 960 272 1189 1758 430 35 81 42 472
internal_value=0 -0.0129562 -0.0027277 0.0194076 0.0151633 0.0239548 -0.00615846 0.000349861 -0.0312599 -0.00184898 0.00389958 0.0373668 0.023213 -0.0157174 -0.0144641 0.00101834 0.057006 -0.0021336 -0.0117454 0.0358411 -0.0201157 -0.0797803 -0.124416 0.00868265 -0.0170833 -0.0315705 0.0574512 0.000312694 -0.0464234 -0.0055103 0.0181511 -0.0251972 0.00954082 -0.00804157 0.0386544 0.0227938 0.0446223 0.00432928 -0.0482948 0.0336111 -0.0760896 0.0225961 0.0045884 -0.0266952 0.0167064 0.0504853 0.0234081 -0.000726478 -0.00944333 0.0343112 -0.036032 0.0774296
internal_weight=0 310.268 199.053 188.896 152.814 85.814 187.012 111.269 111.215 106.719 66.9998 36.0823 17.2101 75.7423 36.0503 10.3986 6.8115 51.1858 28.0727 49.23 30.5224 1.45469 1.13609 9.47264 29.0677 13.3995 0.962061 16.6879 31.7325 3.13496 7.93756 79.4828 23.1131 13.0791 46.0951 12.6255 33.4695 7.72474 1.72304 20.6504 0.925939 7.68823 70.6685 4.08923 5.52784 12.0415 15.814 4.92611 4.65647 10.8878 0.832205 2.40828
internal_count=183027 135242 69098 47785 44456 30130 67181 30246 66144 29426 14326 3329 893 36935 10846 550 343 11961 7524 17141 9725 194 121 503 9531 4732 185 5350 20623 1147 4205 45521 4437 5175 15994 4539 11455 2815 444 7334 47 4174 18580 1137 1121 1917 2365 484 465 1881 123 627
shrinkage=0.1


Tree=29
num_leaves=53
num_cat=0
split_feature=2 1 3 0 0 5 4 1 3 4 0 4 16 13 7 2 14 8 13 4 0 4 1 0 5 13 13 9 3 14 1 9 8 7 1 1 9 7 4 4 2 1 7 8 0 1 7 5 5 8 2 9
split_gain=12.0354 4.8671 2.38571 1.89651 1.20805 1.13105 1.17571 1.91731 0.948862 0.924509 1.09025 0.911572 0.867186 0.898108 0.843761 0.835446 0.817664 0.900887 0.731127 0.717595 0.720554 0.672135 0.672106 0.580087 0.575392 0.560345 0.557704 0.542077 0.539364 0.569752 0.532275 0.51967 0.53862 0.509469 0.601026 0.478255 0.564056 0.50946 0.475059 0.946933 0.486058 0.473114 0.469693 0.574531 0.49777 0.466944 0.453799 0.5282 1.01573 0.698714 0.45234 0.446995
threshold=0.017959331162273887 0.030599230900406841 -0.14463039115071294 0.00079794606426730763 0.00031691652839072054 -0.51037141035064326 1.4321650451515984 0.94057613611221325 0.14469726081006232 -1.0884292961047983 0.024080011993646625 0.8744402274463291 -0.013601446661285028 0.47687945331380965 -0.0016874517133789019 8.8476649580115935e-06 0.28332557261618502 0.0049630743368213838 -0.28149618437879304 -1.0190222122329649 0.042516143992543227 0.096606996710703372 0.0010398881277069452 0.0019344023312442007 0.40240512230558639 -0.039522068899809304 0.31222452612625212 -0.034618606601079981 -0.37260735861491406 -0.46483722860040427 0.42489148676395422 -0.0095900854607269704 0.0041345862903413725 0.013537052277622178 0.051196366548538215 0.067170873284339919 -0.024054427267309681 0.0087280508549566309 -0.87990079864011694 0.6451882291709875 0.44774630665779119 0.078554004430770888 0.0037158032485548067 0.0075319635447137134 0.00095477624563500296 0.9020897150039674 -0.038230255721566249 -0.42799163898861653 -0.45253830158541297 -0.0025517774697346595 8.8476649580115935e-06 -0.037323484035314658
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 4 19 11 -2 25 7 9 12 10 -7 31 13 30 45 -8 17 -6 23 20 41 -9 -11 -14 35 -5 -23 -10 50 -30 46 -1 -33 -12 -35 -24 -37 -38 -19 40 -40 -3 43 -26 -44 -13 -4 48 -48 -49 -16 -20
right_child=1 2 8 5 16 6 15 21 27 22 33 14 18 -15 28 -17 -18 38 51 -21 -22 26 24 -25 42 -27 -28 -29 29 -31 -32 32 -34 34 -36 36 37 -39 39 -41 -42 -43 44 -45 -46 -47 47 49 -50 -51 -52 -53
leaf_value=-0.00055931493274559072 0.10676975910253161 0.065949460912888072 0.010608909089428581 0.016214751960011011 -0.039109244827400205 0.0037066538502985493 0.032311937601052935 0.06902468798283766 -0.085355200858413055 -0.071505132740611571 -0.021209873726560306 -0.032136547247752688 0.11262829438854194 0.049540000436847927 0.038854552582060546 -0.0079964426301396465 -0.053843581150929312 0.009870891152508679 -0.039779543604484408 0.0058634689444708394 -0.0052752476585260916 0.024150856878857332 0.0060330344068112787 -0.047196340167435666 0.0015462130797677723 -0.059959184901828048 0.066443536106200851 -0.026764624941164158 0.099897248333290972 -0.038557312856040249 0.013381254886527373 0.043145651351207806 0.077440147469722567 -0.010730580685554715 -0.16016989753248775 -0.015851184969256957 0.037017673024877844 0.012674188901475928 -0.026489604743272201 -0.0045842917924858589 -0.064838090555261713 0.027436691482546845 -0.22043491513176972 0.14055624069216419 -0.031163502596088761 0.049831659750212871 -0.023344397899352318 -0.037369424163207543 -0.17795894274354862 -0.011605493330142172 -0.0033564186808952112 0.0025000983783429482
leaf_weight=2.1324092180038887 0.6035599667520718 5.4219302401324985 3.7099203777543144 1.3898416709853334 40.019606458539329 5.2141217097378094 6.1929928913596077 7.3597999344488043 1.7656595547450695 0.85788619969753099 0.90947793809755273 0.74287485732202441 0.22266534825030149 1.9151978388654232 4.8551086374209245 29.866050372533209 15.934752816807302 5.4911442120082929 2.5679526828535009 26.51125129252614 3.9696789833833455 14.571075741554525 16.501223159365509 4.5100601974263554 7.4819435617828258 3.1002888595394316 3.9655118408190893 14.220485113446555 0.30758754683483891 3.530886490327247 4.3927687138966567 20.979599486483497 5.9026296625088426 0.37607545753417049 0.95290389051660895 2.9714033567506695 26.946234276008454 12.658122859906141 9.0896025997171837 14.998687190542112 5.2189032812148062 7.8255244308966212 0.1308412081561986 0.29204598111391522 2.393561915603641 8.7701876099818019 1.2195672147354342 19.478073963952735 0.63982952618971367 22.931100096500817 5.2947585200890899 76.083423418157508
leaf_count=412 87 793 1432 237 27427 840 578 2612 606 453 212 126 37 673 215 5268 7917 2178 726 9406 762 4886 7416 1965 1290 590 1127 9170 26 382 1866 3250 804 72 82 859 11435 5157 6961 6752 6167 1107 5 46 479 583 426 8436 41 9623 526 28501
internal_value=0 -0.0132435 -0.00440979 0.0188311 -0.0323251 0.0129004 0.0144903 0.0199034 -0.0102746 0.0120431 -0.0214105 0.0350981 -0.00759439 -0.0174285 0.0204359 -0.00106126 -0.0332707 -0.0288774 -0.00118967 0.0161944 0.0320799 0.0434593 0.0155974 -0.0392876 0.0166923 -0.0364096 0.0332529 -0.0333226 0.00479519 -0.0270574 -0.0198933 0.0469546 0.0507215 -0.0794893 -0.118574 0.0204938 0.0260936 0.0292462 -0.0170966 -0.0221522 -0.0405393 0.0432658 -0.00511272 0.00707403 -0.0424314 0.0433833 -0.0229436 -0.0257586 -0.0777177 -0.0234492 0.0168672 0.00111109
internal_weight=0 288.741 197.385 196.647 91.3563 144.131 139.641 103.582 153.657 77.6858 7.45258 52.516 137.671 54.2865 23.5014 36.059 90.7527 74.8179 83.3841 43.7284 17.2171 25.8964 70.2333 4.73273 69.3754 4.49013 18.5366 15.9861 13.9883 3.83847 52.3713 29.0146 26.8822 2.23846 1.32898 59.077 42.5758 39.6044 34.7983 29.3072 14.3085 13.2475 10.2984 7.77399 2.5244 9.51306 47.9785 44.2686 1.8594 42.4092 10.1499 78.6514
internal_count=183027 133059 75570 49968 57489 43644 42817 36971 63502 28346 1206 6324 53726 22497 1858 5846 57402 49485 31229 12068 2662 8625 27140 2002 26687 827 6013 9776 1149 408 21824 4466 4054 366 154 24867 17451 16592 22058 19880 13128 1900 1820 1336 484 709 19958 18526 467 18059 741 29227
shrinkage=0.1


Tree=30
num_leaves=53
num_cat=0
split_feature=2 3 2 4 1 0 4 0 2 3 9 4 5 13 6 1 16 5 4 6 16 2 6 1 5 5 5 11 2 4 11 2 4 13 2 6 0 13 13 5 5 0 1 11 16 9 3 9 13 13 16 3
split_gain=10.2899 3.76617 2.21452 1.68815 2.0882 1.26988 1.25586 1.23991 1.15047 0.931392 0.919401 0.737104 0.750077 0.940514 0.753584 0.704671 0.803168 1.00429 0.669132 0.627496 0.624209 0.592262 0.748239 0.554916 0.562724 0.633538 0.594969 0.551157 0.529397 0.527993 0.663055 0.608507 0.748625 0.511129 0.468908 0.452171 0.436467 0.434959 0.429419 0.426724 0.408987 0.521531 0.457149 0.454562 0.402035 0.543016 0.672709 0.724008 0.398157 0.39382 0.47511 0.420633
threshold=0.017959331162273887 -0.099784681573510156 0.28325477242469793 1.2279152954333161 0.44382876157760626 9.6123869298025979e-05 0.63279217698245216 0.018516391515731815 8.8476649580115935e-06 0.075293967034667744 -0.057502430830062637 -1.2820269621159559 -0.51037141035064326 0.19374845650908057 0.23965537249014512 0.99426209926605236 -0.10545363332785192 -0.035732376577205627 -1.0732302268021487 0.013987169713748178 -0.060739810139187091 0.00077136349864304077 0.10958490528812904 0.00053950073197484027 -0.046739271393969307 -0.035732376577205627 0.22752792689316911 -0.019470496766748193 0.53393349051475536 -0.057416761982396335 0.00063453272232887449 0.00069155005621723842 -0.044214014595598587 -0.31086098805549384 0.00077136349864304077 0.056957400538726645 0.0058423823211342105 0.11347385243705814 -0.4983386617320929 0.031117497106155786 -0.53393363086324508 0.021963844075798992 0.071445409208536162 -0.016851083172318301 -0.039542914964349411 0.0045708051188827108 -0.35873284621629858 0.0015613860170533439 0.57521333225291615 0.29720498910721405 -0.015214038989637472 -0.014675661921501158
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 4 5 -1 28 18 44 20 -11 -6 13 -13 29 16 17 19 36 -10 -3 27 35 -8 -25 -26 -27 37 -4 -14 31 33 -33 -31 -7 -23 39 -17 -22 -2 41 -36 -42 -44 -5 46 -46 -48 -18 50 -29 -52
right_child=1 2 6 8 11 34 23 -9 15 10 -12 12 14 -15 -16 21 48 -19 -20 -21 38 22 -24 24 25 26 -28 49 -30 30 -32 32 -34 -35 40 -37 -38 -39 -40 -41 42 -43 43 -45 45 -47 47 -49 -50 -51 51 -53
leaf_value=0.061949614863148074 0.02868677758200951 -0.022016153524115033 -0.036107990089270722 0.044949099522624804 -0.15988826994414324 0.031060155484404064 -0.03382557217311432 -0.0031697104224008956 -0.10910033070848846 -0.085575521127266657 -0.023030577649691589 0.023391746838234917 0.063915880031369471 -0.11888718829654957 0.023188881296299351 -0.045090188350888016 -0.0056258476917381275 -0.015674773039273584 0.011856132431253224 0.025670563472561726 -0.053665392603325063 -0.019668659793057892 -0.139740555499372 -0.047558711330448478 0.07389506450312415 -0.064257820435986365 0.0063096673170118835 0.059790515652109001 -0.066828908292207792 0.12957877101920731 -0.011570019884851944 -0.034961533811885284 0.036425970268138298 0.052077211930282918 -0.010332386878703623 0.16448181068799508 0.018810831342713132 0.01923735088052167 -0.0045459509126849762 0.080014899926440314 -0.0050838438940585722 -0.12430035641109981 0.053190962703972888 0.0096982839442154457 0.026737567811599458 0.063916859006717258 -0.0081425408433231736 -0.1228604402549671 0.0639573641853904 0.10288713829006597 0.021518849475885598 -0.077701842488879388
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leaf_count=475 311 13297 8340 474 15 2094 7492 11950 217 824 19873 174 5239 97 3160 169 4062 1174 4295 93 860 142 42 3193 366 1543 2514 514 17755 84 983 264 5892 4561 283 14 652 360 39472 505 8771 110 790 8143 209 110 210 40 116 120 319 59
internal_value=0 -0.0129765 -0.0190093 0.0170458 0.0234233 0.0104229 -0.0361955 0.00928805 0.00329923 -0.0131661 -0.0275013 0.0356379 0.0361861 -0.0225378 0.0380707 -0.00484988 -0.0126135 -0.0386684 0.025934 -0.0891139 -0.00921825 0.0152416 -0.04133 -0.0235544 -0.00704166 0.00399329 -0.00514975 0.0235309 -0.0539793 0.0458158 0.0389898 0.0431695 0.0275823 0.0567174 0.00655471 0.00563757 0.0445319 -0.00259033 -0.0054398 0.0600009 0.00332752 -0.039949 0.00512834 0.014016 0.0264198 0.0127504 0.00118916 -0.0338007 -0.00314905 0.0427147 0.0322391 0.000453721
internal_weight=0 280.352 220.585 192.559 131.527 63.7299 55.9459 59.767 61.032 164.639 35.5273 67.7971 67.6218 2.09667 65.5251 45.1369 32.5613 8.6618 25.5749 2.69615 129.111 12.5756 1.59823 32.7252 12.5609 9.88466 8.75573 10.9774 23.2207 43.072 31.3171 28.9282 13.4766 15.4516 59.2981 1.09312 11.0022 4.65466 99.7008 6.85567 52.4154 2.07908 50.3363 26.91 15.8951 9.16423 7.48986 3.15848 23.8995 6.32274 5.40823 2.51947
internal_count=182821 133242 115529 49579 41135 20666 41203 17713 8444 74326 20697 20469 20454 271 20183 7401 5662 1484 5763 310 53629 1739 198 15108 7616 4423 4057 1541 26095 17023 11784 10801 6156 4645 20191 156 1468 529 40332 816 18097 393 17704 8933 1043 569 459 250 4178 1012 892 378
shrinkage=0.1


Tree=31
num_leaves=53
num_cat=0
split_feature=2 1 3 4 1 4 1 9 1 13 2 1 2 4 6 4 4 2 3 9 8 8 8 8 1 3 6 10 6 10 13 8 4 15 4 2 10 10 9 3 13 12 3 12 1 10 14 14 1 12 10 4
split_gain=8.8592 3.47318 1.92529 1.41525 1.8207 1.1317 0.94658 0.941963 0.862653 0.955972 0.847341 0.758159 0.738457 0.732144 0.691948 0.679111 0.689187 0.65341 0.663072 0.651508 0.646104 0.631857 0.603736 0.595996 0.58095 0.564776 0.549031 0.540623 1.35562 0.518465 0.495854 0.484383 0.47171 0.462707 0.440473 0.4361 0.423998 0.423498 0.57267 0.560374 0.448248 0.418549 0.392417 0.421201 0.388639 0.461843 0.388538 0.386638 0.48456 0.417294 0.381135 0.415655
threshold=0.017959331162273887 0.013764800038188698 -0.10302327759563921 1.2669528230920488 0.44382876157760626 0.63279217698245216 0.0015610320260748269 0.035211722846887665 0.99318313598632824 -0.18092084284832102 0.00069155005621723842 0.3045173734426499 8.9089731773128747e-05 -0.2328012236748013 0.10958490528812904 -1.2820269621159559 0.68618150553910418 0.10657861828804018 0.1305571794509888 0.051509423949563531 -0.019951657123864094 0.0017767370906382758 -0.014619498681020617 0.027518047103990091 1.7258325897273611e-05 -0.2221308387815952 0.3061130881266923 0.053961143096341514 -0.28268999559502533 -0.011883613401683125 0.056547609272423284 0.0042480554213824113 -0.18029999870280078 -0.19757780725693139 -1.3096832228399251 0.0011764554656110706 0.02000581798021309 0.0017447944177161612 0.018659199909089277 -0.81035007443279017 0.16949218956795131 3.4969341434884456 -0.46180341064973612 2.4443133084170419 0.99676865339279186 -0.003227389765485358 -0.0668045069910254 -0.15123976273625056 0.065275851637125029 3.6486882529779066 0.039514052691186179 -1.4614299362318828
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 13 4 7 6 -2 12 21 -10 29 17 -1 26 -12 -6 22 18 27 -8 36 47 44 -24 -7 -9 37 30 -29 33 50 -23 -13 -11 -20 -18 -14 38 39 -3 -41 -33 -35 -44 45 -17 -27 48 -5 -50 -4 -52
right_child=1 2 11 8 15 24 19 25 9 10 14 32 20 -15 -16 16 35 -19 34 -21 -22 31 23 -25 -26 46 -28 28 -30 -31 -32 41 -34 42 -36 -37 -38 -39 -40 40 -42 -43 43 -45 -46 -47 -48 -49 49 -51 51 -53
leaf_value=0.05968446126413901 -0.076817681943577715 0.076143235865913372 -0.013421708317285022 -0.12607296425455378 -0.15307423497362743 -0.046012048486071794 -0.039743069329629906 0.071965840082816229 -0.18081454801466024 0.13396699237682572 -0.0055140328037582278 0.03034969308776482 -0.034985434352133415 -0.008313957373477841 -0.13400810582130476 0.0029474284613784435 0.027148449366962174 -0.025106811776001017 -0.070127883422374568 0.060506571931045749 0.0073320203579225881 0.058446667023266931 0.051055647062203384 -0.015766533970639974 -0.01432520501718426 0.039755860013746244 -0.029964525085282068 -0.14057774906096335 0.0030539802665777351 0.035336364839643739 0.002494714475008741 0.0085650022079709169 -0.0051976807361955894 0.034029381582445423 -0.0217808910256976 -0.0065168799070221472 0.022748630271620968 0.033554387743991769 0.040683293419275943 -0.010334533811051792 0.030203396668734089 -0.13024130980132911 -0.042729985310570512 0.021203880361492483 -0.069485747948244039 0.044906747439242743 -0.026185941200336179 -0.026845705678403609 0.0044811000598967742 -0.049655947858868371 0.14616622381724606 -0.0036149525247317349
leaf_weight=2.3549766757496391 8.3348548968665472 0.96367019128228903 52.159304506377339 0.29737812487292359 0.177567771053872 7.4073237085249266 17.487309669114897 3.5220955923941801 0.22322960640304046 0.23723011516267423 1.4977693353430361 6.2470310089775003 6.3923201685793165 15.730927469565357 0.56519885422312643 5.0233536638497744 17.354832402390461 39.27239856218057 2.601164252639137 0.65805519910463672 44.650961457379708 2.3021322849817798 31.097274664097768 1.3869744536204951 26.35974290798913 2.5291169469055608 2.3041131441859752 1.0321000202893631 1.7550164577114618 15.319977404404197 38.695475783830261 3.1133907386974902 9.2271618597515026 1.9289558258024042 6.8228017486253503 4.934969754805933 1.5739223313757973 14.415945936392744 5.1687199248990501 12.754816771583828 3.4508655754398196 0.21583591785747547 2.8482991660275792 1.5954670179053208 0.43871996177040351 5.4787855831600583 1.3615513407130482 12.035554318455981 14.501345603333904 1.5610329865448864 0.29591602986329235 0.45095105766085808
leaf_count=440 9541 222 21714 32 15 1936 16821 418 16 14 246 2103 1881 7143 65 1228 3263 27380 1199 304 16670 285 12248 387 13239 610 508 49 455 1472 13575 393 4486 164 4108 2090 357 3405 759 3249 870 24 388 177 124 1352 350 2257 2398 215 36 140
internal_value=0 -0.0122523 -0.00626374 0.0160092 0.021878 -0.0334512 -0.048926 0.00963001 0.00308063 0.0175003 0.0194765 -0.0118476 0.00511127 0.00989447 -0.0415536 0.0334684 0.0340133 -0.0141215 -0.00996224 -0.0360523 0.00264961 -0.00718528 0.0413515 0.0481956 -0.0212965 0.043049 0.0172285 -0.00743323 -0.0506827 0.0252464 -0.00610782 0.0233663 0.00917119 0.00182898 -0.0352312 0.0196957 -0.0235537 0.0201999 0.011562 0.00276251 -0.00167892 -0.0010713 -0.00344529 -0.0197824 0.0209861 0.0248754 0.0166653 -0.013255 -0.00323844 -0.000828823 -0.0123984 0.0577281
internal_weight=0 273.596 213.348 186.52 128.277 60.2473 26.4802 62.3849 58.2428 24.2161 23.9929 158.559 54.9722 54.7891 2.06297 65.8925 65.7149 143.085 103.813 18.1454 52.6172 34.0267 43.4251 32.4842 33.7671 7.41276 39.0581 94.3888 2.78712 21.9299 91.6016 5.63136 15.4742 6.60995 9.42397 22.2898 7.96624 36.754 22.3381 17.1694 16.2057 3.32923 6.37272 4.44377 10.9409 10.5021 3.89067 28.3953 16.3598 16.0624 52.9062 0.746867
internal_count=182821 133242 91401 49579 41433 41841 26666 20726 8146 2542 2526 75245 19348 16156 311 20707 20692 68656 41276 17125 18908 5604 15339 12635 15175 1378 9013 35969 504 2215 35465 702 6589 743 5307 5353 2238 8505 5100 4341 4119 417 729 565 2704 2580 960 4902 2645 2613 21890 176
shrinkage=0.1


Tree=32
num_leaves=53
num_cat=0
split_feature=3 2 0 15 4 3 2 3 2 4 13 13 2 13 2 8 8 13 6 12 12 7 4 2 2 3 7 0 7 16 8 6 11 12 0 6 13 4 16 11 6 7 12 12 13 8 3 3 2 6 13 7
split_gain=8.86174 3.30003 2.58826 0.949186 1.18239 0.914007 0.775269 0.709646 0.688717 1.20731 0.682215 0.560018 0.530717 0.527381 0.510188 0.599514 0.481514 0.477337 0.462045 0.531773 0.462297 0.461336 0.446583 0.964565 0.69557 0.425772 1.09699 0.471893 0.438792 0.411434 0.401963 0.388081 0.407554 0.410136 0.383587 0.396941 0.369712 0.85217 0.358714 0.75028 0.574083 0.362789 0.358191 0.443045 0.355569 0.435991 0.342506 0.512254 0.725416 0.559132 0.451225 0.42606
threshold=-0.054907983168959611 0.090446911752223982 0.0073545714840292939 -0.13806588764021399 -0.14873705454988798 0.40749756791046826 0.00061847572214901458 0.30493798479437834 0.0073159479070454845 0.67715214492823939 0.15992717848551932 -0.79903899486823859 0.0026844784151762728 0.93269462661030711 0.55873683094978344 -0.0020613708285823176 -0.042626750391636666 -0.42564363106704567 -0.029592189766561118 -0.97434741052253204 0.96529787348887708 -0.054470507249952858 0.6211510560645509 0.55873683094978344 0.99228063225746166 -0.88486533024115477 0.00085995532647148301 0.00015680849901400509 -0.00096903695278642479 -0.12223506638474979 -0.015073229378474039 -0.25241808270869082 -0.0025539389449217745 -1.1168741478362842 5.0803284466383054e-05 -0.13869257628742956 0.06261962455485473 -1.1313310561052725 -0.18370141538109483 -0.010146535064726596 0.2064032924240157 -0.0011755590611908175 -1.1168741478362842 0.35363840914443762 -0.076612244245856442 0.0030585106141537578 -0.35873284621629858 -0.17890542629174885 3.6207500215823534e-06 -0.019591157517188613 0.12904425045849297 0.0025840700731475899
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 5 3 17 -5 8 18 21 9 12 14 -10 16 -8 15 42 -2 -1 20 -20 34 -3 23 44 -24 26 27 -21 -29 -13 -19 32 33 -12 -6 -36 -31 -38 39 -27 -41 -40 -4 -44 -23 -46 -43 48 -48 50 -49 -50
right_child=1 7 10 4 6 -7 13 -9 11 -11 31 29 -14 -15 -16 -17 -18 30 19 25 -22 22 24 -25 -26 38 -28 28 -30 36 -32 -33 -34 -35 35 -37 37 -39 41 40 -42 46 43 -45 45 -47 47 49 51 -51 -52 -53
leaf_value=0.070995009840619419 -0.035717998009901962 0.018479978834124392 0.012275974181232654 0.051346526402169301 0.057655029420654459 -0.052117261171260143 0.0060934870012870051 -0.042701347188888794 -0.1150685193755235 -0.0081727349511488533 -0.11206094235287656 -0.023361298219616074 0.0093650649664263601 -0.14472466147846189 -0.041652411348610585 0.010307116214525257 0.049606308952820491 -0.033183499232233682 0.083554784361419721 -0.015916487539275465 0.056277961344846097 -0.035303284833709925 -0.004031866789077453 -0.063316567095072759 -0.046217231734626052 0.047433268367744565 0.039432012995662596 -0.049865180650572688 -0.21559050294693552 -0.0084375541953212521 0.0085681926379681771 0.020746488428734496 0.027598498566989434 -0.01523803815756229 0.0010142857905434419 0.076582828066041747 -0.023035954282868736 0.011219479952321053 0.043584585108278895 -0.16110220418813176 0.025939426011865392 0.030177080987052941 -0.024674041727515097 0.0022621643378376022 -0.026388795320778004 0.001726875974614823 -0.12070259013758236 0.054241491346774286 0.045825548979118502 0.042865633678429056 -0.15398823367905384 -0.040719362407656327
leaf_weight=0.88980763445579114 0.69904075474550964 2.6910578423157849 6.6463818382217168 22.81420327928663 2.5125922200095356 3.6676486256692433 13.2500459078401 21.685966921722411 0.44785436042184201 17.901706932767411 0.53149938913702532 11.127488659411027 8.1685486584337905 0.21839384952909391 2.8112623231208991 37.181399592622938 9.4073983636358225 3.3442059263034016 1.3378597215814796 0.4960325988504366 10.812751127203226 14.721250439315098 19.192161956463682 7.0966916342558752 4.8918613882269701 0.69851760024175746 1.4245954086654817 0.29629700982331997 0.3671062398570939 56.209900043207199 7.3259310893590728 31.449703873633553 1.6828906243317749 2.1905606054569944 5.1850356706636376 0.78519750137638755 9.2278598902048525 33.841542818128346 8.004475136760453 0.4591437647613954 0.24358190281782299 8.4198975216422731 15.082221588429322 10.247539953830708 14.104824717489011 9.0464504057849791 0.67146735824644599 0.15290056936646612 0.97845992053044062 2.8050471345777597 0.26608636928722262 1.3088106482537112
leaf_count=122 183 1730 2067 5289 186 2096 4542 16268 210 4538 100 4850 3421 42 1885 13356 4012 618 181 56 1338 11571 9854 10007 2210 82 178 34 28 25543 1460 10818 586 554 733 498 2063 14594 935 50 29 797 4723 3417 8647 5412 37 27 141 370 22 158
internal_value=0 -0.0120838 0.0161952 0.0282221 0.0319391 -0.00292834 0.0246313 -0.0268478 -0.00169525 0.0102822 0.00558811 -0.00560502 0.0283506 0.00346231 -2.72224e-05 0.00167501 0.0436528 0.00136346 0.030665 0.0224194 0.0425691 -0.0220465 -0.0236302 -0.0295154 -0.0126279 0.0192905 -0.0191791 -0.0907074 -0.144773 -0.00514272 -0.0045506 0.0168539 -0.0109098 -0.0347416 0.0250147 0.0111488 -0.00309696 0.00387365 0.023442 -0.0254161 -0.097219 0.0264878 -0.00836243 -0.0137826 -0.0231551 -0.0154095 0.017075 -0.000802947 -0.030755 0.0267022 -0.0788756 -0.00362955
internal_weight=0 244.129 202.892 95.0684 83.5085 150.699 60.6943 93.4303 147.031 36.1767 107.823 110.855 18.275 13.4684 71.9688 69.1575 10.1064 11.5599 47.2259 27.9303 19.2956 71.7443 69.0532 44.9692 24.084 26.5924 2.58403 1.15944 0.663403 110.407 10.6701 35.8547 4.40495 2.72206 8.48283 5.97023 99.2793 43.0694 24.0084 1.40124 0.702726 22.6071 31.9761 25.3298 37.8725 23.1513 14.6027 6.18277 2.95874 3.22403 0.418987 2.28727
internal_count=182668 127209 55459 17953 15753 61510 10464 65699 59414 12154 37506 47260 7616 4584 25448 23563 4195 2200 5880 3125 2755 49431 47701 35637 12064 2944 296 118 62 47050 2078 12058 1240 654 1417 1231 42200 16657 2648 161 79 2487 10207 8140 25630 14059 1552 755 336 419 49 299
shrinkage=0.1


Tree=33
num_leaves=53
num_cat=0
split_feature=3 2 3 2 4 3 2 3 9 5 16 13 13 12 8 10 9 4 2 10 12 5 2 9 2 4 4 13 4 2 2 4 12 10 9 13 13 10 5 9 2 4 3 2 9 12 12 16 10 13 16 8
split_gain=8.14601 2.87976 1.36624 0.732314 0.884143 0.672041 0.631353 0.553909 0.53474 0.757241 0.533663 0.461545 0.431865 0.420802 0.434805 0.415717 0.457969 0.394296 0.842842 0.622129 0.526047 0.722925 0.485287 0.445845 0.437762 0.391886 0.524945 0.396073 0.376042 0.693357 0.58953 0.375153 0.510033 0.484253 0.435829 0.445881 0.369519 0.366372 0.40354 0.4448 0.361936 0.758142 0.551367 0.707039 0.446978 0.468212 0.419632 0.380677 0.519281 0.420757 0.361527 0.355723
threshold=-0.058493845164775841 0.12649041414260867 -0.33080712379887695 0.0073159479070454845 0.67715214492823939 0.28171506989747291 0.16333144158124926 0.30493798479437834 0.068087014052213873 -0.53393363086324508 0.046924311307963359 0.064722870788592887 0.39952721452425966 -0.018475544456632308 -0.046814174619023992 0.0040780910990583586 0.0059422110915934708 -0.047862418471297123 0.00061847572214901458 -0.00045585969267904718 -1.282004039422741 -0.24275349795833082 3.6207500215823534e-06 0.00043694165590377134 0.011172657832503321 -0.032214286625759155 1.4439149493576366 0.93269462661030711 0.6211510560645509 0.53393349051475536 0.97938668727874767 1.4321650451515984 2.4948717947223638 -0.0031263538231213702 -0.0070211792062720131 0.013368003901431301 0.61355381764058803 0.053961143096341514 -0.11636961506824829 -0.0067018938464240051 0.0014405018882825973 -0.038475816538145934 -0.1987276058644056 3.6207500215823534e-06 0.0022711437785802994 0.43860047253352813 1.5392498203454157 0.082688504262060133 0.0019050459476238661 0.31222452612625212 0.16710883514073369 -0.0046148047895342636
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 4 13 10 8 28 9 -4 36 -10 40 14 -2 -6 -17 20 19 22 21 23 -19 -1 -22 -20 -27 -28 29 -3 -30 33 34 -24 -33 -36 -5 38 39 -16 41 -11 43 46 45 -44 -43 49 -49 -45 -32 -35
right_child=1 7 6 5 15 -7 -8 -9 11 12 -12 -13 -14 -15 37 16 -18 18 25 -21 24 -23 31 -25 -26 26 27 -29 30 -31 50 32 -34 51 35 -37 -38 -39 -40 -41 -42 42 44 47 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=-0.1422551184863492 -0.065901504845429171 -0.021280151418377559 -0.050203571951533299 -0.011362935766193785 -0.0015437723488040999 -0.039040603137266615 -0.020426374902814438 -0.042210058641512005 0.065441274967711544 0.058339066519928623 0.0033853280276435176 -0.026684082761357777 0.030336472346921935 0.03889707591067279 -0.058204800448079699 -0.063927368472020671 0.066550138505017883 0.05561568614946534 -0.034240382688721961 0.047459772296135488 0.061828994074755672 0.031118458440809949 0.039631847783693101 -0.018808044539419651 0.032516354836605789 0.020681400313966529 -0.017471517027745988 -0.20303203121621652 -7.7864358371933527e-05 -0.056205368882172826 -0.040619900962437755 -0.075136284122207186 0.044570906510016085 -0.069406149180577845 -0.033670491259846273 0.017628132959714892 0.039862397099557252 -0.11309950465381208 0.037180700336425669 0.01607005482071272 0.004274728528089018 -0.0011358631912801107 -0.019341746412014277 0.015971966505467918 0.042742890128697891 0.024817138426076153 -0.11355386751060199 -0.00362186453358593 -0.19007270555530217 -0.079558114869975438 0.02926418782839417 0.016170939317887014
leaf_weight=0.37200608017155889 0.70164046733407204 23.975886166795139 2.0480398642830542 82.997400702987875 15.958086312599336 6.4330032910511354 6.7495007536554104 19.581795218656225 2.9682850245080767 3.9591741911353919 41.20659808853361 0.65467173961224023 10.321165514338643 9.1687204370045929 1.1345046927162914 2.0099074864338031 0.29555778209760308 3.224626692710447 2.50166163888571 12.580013441871413 7.6185386503129875 3.7607178119214977 7.5588437905917099 1.2029510909051166 15.624484324043804 9.8839573720797471 3.5590224965271768 0.10155702958581958 14.00098528758099 7.4531901894010835 7.4579720853471354 0.92211623021285039 2.0489237424189923 0.74269183680007733 2.7823776907753182 4.2737378172314493 1.4156783437392721 0.20070137977018099 4.8601392170944582 2.6698024955185229 60.570263639999894 0.5244757449254418 3.6532905163039704 7.2247462489322043 6.5865264748535983 6.930590499408936 0.88909362955018878 0.42425024618933083 0.21354215973406099 0.4750198341498616 0.80906720345228667 1.3314837463040028
leaf_count=72 176 18365 480 39547 4252 4174 3772 15323 431 1072 15675 181 3323 3700 423 409 84 191 521 1273 2528 1030 1472 198 3804 4662 636 4 7691 10885 3421 104 224 157 252 464 513 44 2294 1340 21380 46 979 1492 1114 1533 48 84 21 88 392 324
internal_value=0 -0.0112544 0.0162297 -0.00407616 0.00835527 -0.0075599 0.00920459 -0.0278094 0.011069 0.00974621 -0.00594253 0.0487456 0.0109611 0.0236078 0.00891018 -0.00729907 -0.0468229 0.026242 0.0210024 0.029603 0.0356674 0.00732196 0.019758 -0.0492159 0.0421639 0.00198191 0.00870787 -0.0235662 -0.0225458 -0.0295892 -0.0125891 0.0138322 0.000285913 0.0279066 -0.0111602 -0.00263345 -0.0104957 0.01495 0.0181393 -0.00624587 0.00876898 0.0175767 0.0115478 -0.00743434 0.0223244 0.00956779 -0.0723702 0.00370427 -0.0694752 0.0099105 -0.033733 -0.0147974
internal_weight=0 242.331 194.282 169.052 36.9991 132.053 114.193 73.2789 107.443 103.82 125.62 3.62296 101.772 18.7355 9.56679 18.2636 2.30547 80.0897 51.511 35.4648 28.5787 5.33567 22.8848 1.57496 23.243 16.0462 13.5445 3.66058 53.6971 31.4291 22.268 19.6602 10.0272 9.63302 7.97823 7.05612 84.4131 8.86515 8.66445 3.80431 91.451 30.8807 26.9215 9.75113 17.1704 10.5839 1.41357 8.33756 0.637792 7.69977 8.26704 2.07418
internal_count=182668 128708 53960 72631 12722 59909 36044 56077 32272 31660 55735 612 31180 7977 4277 4745 493 17916 10284 4461 7632 1300 3188 270 6332 5823 5302 640 40754 29250 11504 2997 1044 1953 820 716 40060 4101 4057 1763 27857 6477 5405 1779 3626 2512 94 1685 105 1580 3813 481
shrinkage=0.1


Tree=34
num_leaves=53
num_cat=0
split_feature=1 1 1 10 7 5 1 1 7 9 9 9 7 7 10 13 6 7 5 10 10 10 11 10 7 15 12 12 8 5 5 5 1 1 5 8 5 13 6 13 13 9 1 14 8 11 13 5 6 6 6 1
split_gain=6.52168 2.55157 1.64677 0.951892 0.837551 0.690525 0.951754 0.728593 0.556376 0.534994 0.534262 0.533445 0.536371 0.606547 0.576559 0.606911 0.603294 0.520538 0.497439 0.485878 0.47261 0.462498 0.780677 0.443798 0.443166 0.427269 0.565617 0.492992 0.405352 0.403275 0.486334 0.429115 0.37149 0.363542 0.447991 0.397691 0.352806 0.404742 0.545248 0.348788 0.329634 0.328457 0.336558 0.321211 0.380045 0.341492 0.314102 0.309167 0.307256 0.601547 0.304206 0.299197
threshold=0.04416113160550595 0.39015340805053716 0.0015610320260748269 -0.003227389765485358 -0.034176589251357824 -0.3931294724816945 0.99807181954383861 0.93275398015975963 -0.036166223657846233 -0.066930597239883496 -0.024054427267309681 0.01660142199677575 0.047209097320112581 -0.002735005028007735 0.017239996966756484 0.072880567286511808 -0.15581688488393647 -0.054470507249952858 -0.38049350494247985 -0.00022618310686347079 0.0021683976208665065 0.00097355199415257994 -0.0012550793935561589 0.016651507644647599 -0.0010742567039086072 0.089920499333772733 3.4969341434884456 3.6486882529779066 -0.0022600279388844688 -0.048958294161536423 -0.033143877294689858 0.23279429041483976 0.99676865339279186 0.99807181954383861 -0.34086149392295267 -0.0075977900905812501 -0.1470248100624004 0.41225614115942716 0.19966159345964965 0.42672575776661498 -0.017400964359134727 -0.021785670578360308 0.79755169153213512 0.061191059071691971 0.00017685613328184311 0.0026116714480428978 0.19004542661139387 -0.021901362239991135 -0.24501859650058413 -0.24877265088698977 -0.022662918179322197 0.082598682492971434
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 19 8 10 6 40 28 41 47 -4 12 13 18 15 16 -14 -13 -2 50 21 43 -23 -12 -11 26 -22 -28 -7 -21 -31 -32 -24 48 35 -35 -15 -38 -39 -20 -5 42 -3 44 45 -9 -8 -6 49 -10 -1 -17
right_child=1 3 4 5 9 7 46 20 33 24 23 17 14 36 -16 51 -18 -19 39 29 25 22 32 -25 -26 -27 27 -29 -30 30 31 -33 -34 34 -36 -37 37 38 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.076870913086329568 0.027074407427699176 0.061904578018970327 -0.019904418469311555 0.081715482831872993 -0.10324016788533685 0.0062674105858722823 -0.041968598309685821 0.029712856908070819 -0.0062150756657048944 -0.02244179631065029 0.016735173486898392 0.047436435365085405 0.09925712255035285 -0.0067812830069822506 0.016439657984501931 -0.10457854759010504 -0.027202781359900532 0.0077953360117267254 -0.013770795895125665 -0.054609960000053186 0.051196495483413131 0.021511502461183309 -0.016860906587571882 0.07701185653626802 -0.0070161246153697329 0.089556175667208388 -0.12885219302449452 0.016517961572250783 0.032276970332880107 0.020046615471071047 -0.075023253879092477 -0.024285057053121343 -0.14919353706476648 0.064987872623455401 0.063015506757332126 -0.148376065637739 0.0055674316172754342 0.04383629908176704 -0.047250768186316336 0.034739874816961433 -0.010001053106661289 0.073091701013265065 -0.12656556762630297 -0.08433094435627346 0.060230762649252693 -0.099203462233327933 -0.19051598939840811 -4.1531300261197964e-05 0.010301003133037686 -0.180735136062078 -0.036792614526752719 -0.045120065592651415
leaf_weight=4.5261454168248747 3.4686136916388923 0.17881996204960193 2.5504192130920273 0.48035912646446455 1.0450286495615726 14.874858282937112 0.25530695951601945 10.952185744818287 7.7027558848130866 33.820408600231076 4.0889469764788355 3.8403461858761174 0.44456402677315088 21.320385727343819 2.2899785076660919 1.3852961669472281 2.0361296935152478 23.514570694718714 43.766702701681425 5.710355766535943 12.06329363723489 3.0538838419561221 0.41163742882781562 1.7329453090933382 41.477027767216896 2.540706739491724 0.29484985224553273 0.9085718312926474 10.028604030081397 2.179605566867397 1.8691362364056683 14.754840310130019 0.43145783303771168 0.13724350606207736 2.1684471024182121 0.18999883219657965 63.986300108017076 5.2975468631957474 0.73523047418711929 1.5176440897193959 1.8259302022524924 2.056849382010113 0.16714504513947759 0.20225547430163615 5.1547022817976531 0.19262534558220146 0.34381329128518701 0.39943486788251803 58.576494327545788 0.18516505649313231 3.3470518473841357 2.267615323253267
leaf_count=2755 1202 46 1464 117 302 5673 30 2738 1697 25927 2320 768 78 10861 627 299 599 6503 20549 6819 2479 588 134 862 23990 435 26 106 4416 814 3022 5100 35 23 655 20 23997 1913 193 516 543 343 37 63 868 42 16 265 16697 29 2373 596
internal_value=0 0.00850361 -0.0191454 0.0188225 -0.0118383 0.0276752 -0.0198611 0.0299403 0.0108765 -0.0151153 0.0181672 0.000559489 -0.00180458 -0.00032946 -0.0262854 -0.0422382 -0.00400052 0.0133874 -0.00933398 -0.0383318 0.0389957 0.0288945 -0.00208475 0.0348551 -0.0139483 0.0519842 0.0446797 -0.0204427 0.0167568 -0.0313496 -0.0242414 -0.0300632 -0.0862483 0.00921986 0.0465587 -0.0601424 0.00447763 0.00790674 0.0326302 -0.0121322 0.00957594 0.0580075 -0.030869 0.0362048 0.0377898 0.0273318 -0.130218 -0.0750468 0.00780586 -0.010705 -0.0599529 -0.0680618
internal_weight=0 311.249 117.501 135.378 85.1142 64.015 2.90541 61.1096 71.3629 76.7419 8.37231 175.871 148.516 140.092 8.42358 6.13361 2.48069 27.3549 48.753 32.3871 36.2062 20.3987 3.89698 5.82189 75.2974 15.8074 13.2667 1.20342 24.9035 24.5139 18.8036 16.624 0.843095 68.9601 2.49569 0.327242 91.3395 70.0191 6.03278 45.2843 2.30629 2.40281 0.345965 16.5018 16.2995 11.1448 0.59912 1.44446 66.4644 7.88792 7.8732 3.65291
internal_count=182570 106557 76013 37856 55130 18309 706 17603 19547 50484 4646 68701 61430 59231 2199 1572 677 7271 22267 20883 7514 4468 757 3182 49917 3046 2611 132 10089 15755 8936 8122 169 19121 698 43 36964 26103 2106 21065 660 426 83 3711 3648 2780 46 567 18423 1726 5128 895
shrinkage=0.1


Tree=35
num_leaves=53
num_cat=0
split_feature=3 2 2 3 10 2 9 8 13 7 8 0 0 4 8 0 2 4 12 4 3 7 14 10 2 9 4 12 7 14 7 6 4 4 4 7 10 9 12 10 12 10 4 2 10 2 13 0 2 10 14 0
split_gain=6.83399 3.7126 1.39006 1.0324 0.943388 0.939573 0.768466 0.675331 0.638037 0.70235 0.666726 0.520743 0.513 0.587733 0.511323 0.601204 0.577008 0.457963 0.455186 0.476722 0.567452 0.449014 0.440253 0.445351 0.454915 0.431769 0.431753 0.430921 0.427854 0.410025 0.404536 0.401548 0.370889 0.40474 0.361208 0.361184 0.421367 0.350161 0.34016 0.335544 0.417254 0.332612 0.701419 0.346222 0.331378 0.4195 0.330082 0.344077 0.329544 0.326874 0.636607 0.326231
threshold=-0.24006919300882143 0.20307318866252902 0.0046353610232472428 0.066619871184229865 -0.0037349136732688398 0.00061847572214901458 -0.050508880316686662 -0.0031722743077599344 0.39952721452425966 -0.02814884751207997 -0.0057681937678622135 0.0069579801056534061 0.017579283565282825 0.68618150553910418 -0.00017787055811428293 0.028807345777750019 0.0037219803780317311 -0.18029999870280078 -1.3736843036374493 0.4129798689249306 -0.92367505627044 0.061148970316805905 0.42934730253832681 0.0067605554332410148 0.98548159003257763 0.011731340454137358 1.3582557397339372 0.43860047253352813 -0.050134689167523012 0.061191059071691971 -0.0054707305805729769 0.25208933739537648 -0.057416761982396335 -0.044214014595598587 1.4165232359453126 0.055646979307404809 0.025124637221616831 0.030642307716856911 -1.4082305264355739 -0.0027507152948628238 -1.4599057079405928 0.0018289303642894227 1.3582557397339372 0.0034370997454971079 -0.05991254626917198 0.091901116073131575 0.099461158665041169 0.079028811305761351 0.99106881022453319 -0.0062154360870954059 -0.16498730887041352 0.0038533433107659225
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 7 8 14 18 -5 12 9 25 -11 -12 49 -14 21 -16 -17 37 38 -20 27 -1 23 24 34 -4 28 -21 -25 -22 -13 -8 39 -34 -3 44 -37 -10 -6 40 -7 42 -35 -43 45 -32 -46 -48 -28 -2 51 -51
right_child=1 22 3 6 5 32 31 -9 17 10 11 30 13 -15 15 16 -18 -19 19 20 29 -23 -24 26 -26 -27 48 -29 -30 -31 35 -33 33 41 -36 36 -38 -39 -40 -41 -42 43 -44 -45 46 -47 47 -49 -50 50 -52 -53
leaf_value=0.0075039717228327467 -0.019012318639336175 -0.032270949386939828 0.0042396212921411089 -0.076975544584299116 0.060011704416198366 -0.14162067552666124 -0.021763091634652922 0.025951394467509489 0.038759217206079576 -0.016681139146238463 0.023550327764715745 -0.016996553770002042 0.03922981002535178 0.0026715581501570648 0.034737030355159869 0.093333814842432999 -0.026434907117601943 -0.0080985285481543854 0.07656868457092586 -0.11529998727851952 0.049177486407750583 -0.063990832444770829 -0.059326153521462789 0.050078580639708159 -0.055684283530641157 0.039814393990545552 0.021403321609006321 0.013421324862742759 -0.031287685725405072 -0.067926649564015187 -0.0015441242681872884 0.009487510342764462 -0.036716466540341844 0.018250152474485668 -0.00055506345362309239 -0.043922677547427874 0.028709889660817479 -0.048452760157293696 -0.19155422928068486 0.033766395640937599 0.0090534611452305312 0.073940922582428584 -0.069053347583099264 0.014653447883032781 -0.0038673281199654249 0.16140066469653641 0.0040808064342284225 0.033051313057681261 -0.019121355389285805 0.053706766179047676 -0.013008331691215888 -0.0019729197835407089
leaf_weight=26.578435183089827 10.171887554208299 22.296157956472829 9.1381730656667042 2.2648163213343642 0.076898348357644863 0.21838326888973825 25.896175587276051 22.750512359147251 7.8030014848118281 38.76523459010582 7.7828996151499714 17.608489065924005 7.1096630641550318 11.489233606465858 15.749921941134746 0.44494572409530464 3.0769359943005838 3.8324346028821301 5.1988621183591048 0.34001700296358339 16.038639125901682 0.89094554603798215 4.3381028225589935 0.67090125537651957 7.1043956518742553 5.4312797567945372 4.5125965334082121 0.94266100755339721 11.037341085744176 0.29001833862275717 0.34291701728943635 4.8767134701342902 1.745344682014548 4.0557293206948053 4.2803500177942615 3.5110869061463736 1.0190324199211316 0.47453586265328329 0.12083663773956033 17.163158360694069 0.82279353371973829 1.529219260177342 1.1712751843588192 2.7440175524643564 48.158999202150994 0.27487599132291507 18.331201049924747 5.2653990209983013 3.5851329975703266 3.0087023637752282 7.297565866418152 1.6113562657856162
leaf_count=6167 2759 23723 3771 915 44 29 17866 7458 2464 15923 2704 8880 2763 3018 3343 139 1007 1783 1118 40 1785 192 2532 561 5224 1783 1821 132 11712 54 95 1850 394 2178 1729 923 300 115 11 4901 323 451 211 1392 21508 23 7612 2396 1219 515 2221 493
internal_value=0 -0.00576523 -0.00074157 -0.00481879 0.0242513 0.0334559 -0.0209715 0.0121602 -0.00163552 -0.00335673 -0.0055163 -0.00128317 0.00444105 0.0166703 0.0139123 0.0263919 -0.0109149 0.0204572 0.0485955 0.0499296 0.0419972 0.00514562 -0.0287123 -0.0262106 -0.0332078 0.0175334 -0.0142927 -0.0217991 -0.0265571 0.0470267 -0.00333217 -0.0168081 0.021606 0.00731183 -0.0271666 -0.000200287 -0.0275364 0.0336673 -0.0968117 0.0304205 -0.0243782 0.0154534 -0.00147898 0.0360862 0.00151706 0.0734171 0.000880176 0.0105652 0.00345915 -0.00586078 0.00537575 0.0343533
internal_weight=0 322.041 264.216 200.777 99.199 52.4579 33.0377 63.4389 167.74 155.63 141.06 102.295 40.6884 18.5989 46.7412 19.2718 3.52188 12.11 23.0079 22.8102 17.6113 27.4694 57.825 53.4869 33.6809 14.5695 19.806 1.28268 11.7082 16.3287 94.512 30.7729 29.4499 11.2456 26.5765 76.9035 4.53012 8.27754 0.197735 18.2043 1.04118 9.50024 5.227 4.27324 72.3734 0.617793 71.7556 23.5966 8.09773 22.0895 11.9176 4.62006
internal_count=182570 158659 110138 90911 23911 13063 20631 19227 70280 65918 60364 44441 11769 5781 10848 4489 1146 4362 3184 3129 2011 6359 48521 45989 30676 5554 15313 172 12273 1839 41737 19716 9879 4626 25452 32857 1223 2579 55 5253 352 4232 2389 1843 31634 118 31516 10008 3040 5988 3229 1008
shrinkage=0.1


Tree=36
num_leaves=53
num_cat=0
split_feature=3 1 14 1 8 5 7 5 4 1 1 14 12 12 7 1 12 12 6 6 3 8 5 9 9 6 4 12 1 3 6 15 7 1 6 8 13 15 9 1 9 15 5 7 4 5 9 14 15 1 1 3
split_gain=4.92147 2.03651 1.56881 0.680694 0.782069 0.658111 0.634391 0.604941 0.596718 1.46013 0.589813 0.524282 0.518894 0.56744 0.518592 0.509769 0.508838 0.511005 0.498098 0.510586 0.470239 0.461833 0.44563 0.443609 0.423311 0.409893 0.404531 0.392984 0.684018 0.643268 0.414849 0.38968 0.379905 0.377319 0.3742 0.839626 0.401153 0.382249 0.37459 0.356202 0.352707 0.454104 0.350867 0.596405 0.437105 1.08493 0.347756 0.41546 0.363413 0.356972 0.439924 0.343137
threshold=-0.034186129458248608 0.026404281146824363 -0.1897406405911953 0.9869045913219453 -0.0039256875989972032 0.28197423314328834 -0.001992774809520508 -0.63053446231120136 0.67095369076938105 0.94057613611221325 0.99676865339279186 0.21463293817664833 4.0399020798231957 2.2896155065745032 -0.011942779987031353 0.00084361573681235324 2.4948717947223638 1.5392498203454157 -0.34448693230150601 -0.34922410354876049 -0.17271252442151305 -0.00042773484915706122 -0.3641969951238973 -0.0047696648381473474 -0.0040897981428623205 -0.15851884150532061 0.8505320323472445 3.3738722547214643 0.99521169066429149 -0.26006478257477278 0.070797115873700175 -0.11702834880023331 -0.038230255721566249 0.9843510389328004 -0.35883388032832131 0.039164993024650839 -0.15796650485743602 0.20505965125491424 -0.026773736680093332 0.083976060152053847 -0.028281400602806327 -0.099719988974069765 -0.4625035857439222 -0.04057225365763286 1.2669528230920488 -0.033143877294689858 -0.016399681487824416 -0.71810521728835652 0.17065103124884265 0.10757664963603021 0.048130339011549957 -0.50470731093082566
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 5 4 18 12 -6 -4 9 15 27 42 13 14 -1 -9 17 -10 19 -3 -15 -13 25 -19 -25 -8 -5 28 29 30 -7 -26 -20 -29 35 -24 37 -36 -38 -34 41 -17 43 -2 -44 -46 -16 48 -48 50 -49 -42
right_child=1 3 7 26 6 10 22 8 16 -11 -12 21 -14 20 46 40 -18 23 32 -21 -22 -23 34 24 31 -27 -28 33 -30 -31 -32 -33 39 -35 36 -37 38 -39 -40 -41 51 -43 44 -45 45 -47 47 49 -50 -51 -52 -53
leaf_value=0.049792424058389073 0.11451093426154534 -0.040965970560793798 -0.084546157252107082 0.061784749159141797 -0.014124579342983657 0.067697535476671997 -0.11591832000931966 -0.094255806741096099 -0.003433628935536183 0.051170064823894724 0.056919770840119448 -0.068889292135895383 -0.093756989809642394 0.084176590193239365 -0.0232747749164341 -0.048538480746474474 0.015057209735241503 0.011059809825038498 0.014646093086514423 -0.1688580627301447 0.011016971145698469 -0.031339559588403801 0.012420090461980678 -0.13951428688243653 -0.13125320354506695 -0.015243761045087316 0.010235091919461146 -0.020716893007421182 -0.064682877184605914 -0.019115025759833197 0.010230028402635939 -0.0300567977433242 -0.027936054683584944 0.084130850528978243 -0.029436725258107473 0.18126314248224812 -0.030981180451861656 0.052314978009897019 0.012042478014285724 -0.0088136762837915921 0.022624768390740985 0.0053740105831884396 -0.027719882571893402 -0.0097165160985789034 0.042858848959030089 -0.025806265702538189 -0.072606154600166548 0.053319635153887636 0.097800312553931623 0.031847643250827916 -0.028480682054350476 0.0055909716865403958
leaf_weight=8.2612080611361289 0.47864104424661524 2.2460196772080967 0.73808758129598473 2.0474313627200891 22.881936358449821 1.7558436479594082 0.46028356968599871 0.486989756098409 28.421411817816988 7.6781172758968514 2.1554227950109626 4.4615803325414189 0.31040562983252939 3.4408535731490701 1.6545446899399383 2.5701464207886602 10.569939387882185 1.8811504270415751 4.1101801018885444 0.34955308215285086 1.1855854084569717 12.470382099312699 1.1223006780055573 0.41787723412562616 0.39310028006730036 2.6829565644547975 5.8289094964820833 0.50674065609928121 1.6250713268236712 6.0040362281870356 4.3346981415670598 5.6330810024192024 17.426808982646435 1.0090154662611892 4.6160918482146363 0.38315012716338959 2.1147573988055219 0.6361683666382304 40.050685954650817 22.115545858156111 13.787779389356727 3.9350727329911015 38.75281479125124 1.7367668059268897 3.2835872125724563 7.578839140438502 0.7132130536774629 0.91236976823348515 0.13509372183762025 18.907117957658102 2.2266826985414809 82.664039008680675
leaf_count=1573 259 870 259 1051 13940 269 177 365 7100 3157 183 3289 58 598 357 630 2130 446 1864 36 352 8137 430 60 64 1224 1296 86 165 1108 479 1048 9451 88 2580 20 744 242 19390 10161 4297 1104 35953 915 1354 3305 181 304 41 5960 616 32613
internal_value=0 -0.0121182 0.00975332 -0.0047114 -0.00656379 0.0242876 -0.000252783 0.00471662 0.00514179 0.00914597 0.00818111 -0.0260165 0.0317009 0.0327847 0.0281331 0.00601857 -0.00426186 -0.00982341 -0.0167872 -0.0592105 0.0655413 -0.0412952 0.00584625 -0.0315842 -0.0440291 -0.0305493 0.0237431 0.00122812 -0.00413289 0.00408497 0.0269446 -0.0370209 -0.0142419 0.0492431 0.00819476 0.0569897 0.00662502 -0.0193931 0.00987266 -0.0172498 0.00650889 -0.0159997 -0.0210129 0.0178138 -0.0227523 -0.00501384 0.0208139 0.0240156 -0.0440329 0.026667 -0.00454063 0.00802963
internal_weight=0 197.835 214.315 129.073 121.196 55.1379 74.9483 159.177 158.439 111.122 17.3908 68.7626 37.7471 37.4367 32.8102 103.444 47.3166 36.7466 46.2481 2.59557 4.62644 16.932 52.0664 8.32521 6.44406 3.14324 7.87634 15.2354 13.7196 12.0946 6.09054 6.02618 43.6525 1.51576 48.9232 1.50545 47.4177 5.25226 42.1654 39.5424 102.957 6.50522 51.8306 2.21541 49.6152 10.8624 24.549 22.8945 0.848307 22.0462 3.13905 96.4518
internal_count=182379 116688 65691 63476 61129 12418 38747 53273 53014 42166 2378 53212 10040 9982 9032 39009 10848 8718 22382 906 950 11426 24807 1618 1172 1401 2347 2195 2021 1856 748 1112 21476 174 23406 450 22956 2822 20134 19612 38644 1734 41786 1174 40612 4659 7459 7102 222 6880 920 36910
shrinkage=0.1


Tree=37
num_leaves=53
num_cat=0
split_feature=2 0 1 4 1 14 0 7 13 8 14 12 1 0 4 15 1 1 15 7 2 0 12 0 4 12 12 15 4 4 1 15 7 0 12 0 14 1 2 4 0 11 8 12 12 4 15 16 1 0 7 16
split_gain=4.67356 2.30167 1.24972 0.788416 0.876069 0.76561 0.679578 0.596012 0.591829 0.565279 0.536166 0.473034 0.450009 0.447819 0.444685 0.776434 0.762483 0.465621 0.425933 0.590194 0.51289 0.455777 0.500909 0.41689 0.449449 0.395019 0.75273 0.540658 0.386824 0.417653 0.664401 0.369593 0.356624 0.34578 0.34025 0.3717 0.338834 0.489209 0.33453 0.331958 0.319418 0.316656 0.314594 0.314503 0.338473 0.326009 0.313259 0.308281 0.367743 0.353711 0.398277 0.300059
threshold=0.11104464530944826 0.0026952615007758145 0.10757664963603021 1.2279152954333161 0.94057613611221325 -0.38320843697538304 0.0044861326459795245 0.0051024771554478094 -0.057740803637178484 0.0015048331207226176 -0.20946312737890957 -0.64664886288980228 0.20927543193101886 0.56189221143722545 0.6451882291709875 0.082991082457564438 0.012669342570006849 0.0004267752956366167 -0.04845786239279299 0.0014618997763526452 0.08591261133551599 1.9206498109269891e-05 2.3362838835671442 0.018060483038425449 -1.258911291843329 -1.237582750599314 -1.2552622330126642 0.10717931665582504 -0.081791712530854571 1.6874863426925928 0.9609280824661256 -0.061555979103387844 0.13733339551605825 5.0803284466383054e-05 -0.18878206608505624 0.00041687300836201763 0.20931308607788193 0.074881386011838927 1.8110275959770664e-05 -1.5087563357203404 0.082125365734100356 -0.009557458672747406 0.01337345323582873 3.4969341434884456 3.8097257468272612 2.2977224246337156 -0.29848941320770223 -0.08815272743737658 0.99676865339279186 0.012461798265576364 0.043937853028615033 0.12029660533659105
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 9 4 32 -1 -2 -6 11 23 43 -7 14 25 15 16 -8 -16 19 31 21 22 -21 24 -3 26 -11 -28 51 -30 -31 -10 -4 -13 -32 41 -25 39 40 -38 -12 -36 -17 47 45 -45 -9 48 -5 -49 -51 -20
right_child=6 2 3 10 7 8 12 46 18 13 38 33 -14 -15 17 42 -18 -19 28 20 -22 -23 -24 36 -26 -27 27 -29 29 30 34 -33 -34 -35 35 -37 37 -39 -40 -41 -42 -43 -44 44 -46 -47 -48 49 -50 50 -52 -53
leaf_value=0.046896613529022441 0.041428958244260003 0.029828759235421366 0.0081953667673927803 -0.025084798989188237 0.021269127075117054 0.054021682477101964 -0.061473333491645722 -0.11550748193330183 0.029826603434603385 0.0090149543794042965 -0.002291193101545888 0.056800226348890794 -0.0017144250612920878 -0.067249327445405405 -0.02770017758290351 -0.019108406652279732 -0.028840335233832518 -0.0032493411141965968 0.050295954575688778 -0.019921718882774258 -0.22782454751830714 -0.011538507555307541 -0.19140852526933272 -0.014527450173546284 -0.0080708814361811574 -0.0024752130083871534 0.0066560361973817019 0.13503846852403942 0.0045982594965877496 -0.066648345151332333 -0.026553053336625755 -0.037032209072717814 -0.065126919809149822 0.0079686373202926316 0.036461442863580766 0.01579071108653993 0.082085731969150519 -0.10358633809347012 -0.026563637152818145 -0.033847692106737375 0.093893875140701272 0.094315385080715533 0.01948103096323112 0.014857305750649412 0.0046409178893642841 0.14542009584504803 0.06826262796557761 0.051014961302397223 0.071120332504996178 -0.011839454446107046 0.13005158238722728 -0.011774519352606358
leaf_weight=9.7123976336224569 1.6735572496854718 4.0883416271826745 79.05957642497583 4.2378028229431939 11.593813237921266 6.5582860388894906 10.395829046102333 0.079445474344538414 5.0351464819086686 10.94908479674268 3.161308053036922 1.8266838955241818 9.1574934440486668 0.92849789969113672 16.401251950537702 6.6325178803699583 23.15943002791937 14.82671389275856 4.897003344289252 0.38755350283463474 0.10338767191569775 6.371848415430577 0.29292923881439492 48.414383358697705 13.133949018358178 42.007612264464115 0.52768308924350893 0.85771408292202977 19.948102697606384 0.60304800132871506 0.64924769959179673 0.97299268130154626 0.6515511468751346 6.8218965979067434 1.8020997030253059 2.1733970096320263 0.25102393564156944 1.0194110368211111 12.675740945494907 3.178863179597101 0.36989092105068255 2.0596686162170954 3.0797542246405101 0.31592021912001544 0.83198203898791689 0.48467176966369152 4.3201057703256529 2.0744412703570587 0.42125204993499199 2.8962795904881209 0.19464052189141501 0.918443775459309
leaf_count=1489 774 796 33639 898 5185 1242 15950 19 901 4989 357 183 4735 537 7141 6398 19133 9701 1618 37 8 1514 7 23492 5203 18720 214 90 3879 93 60 156 179 1328 123 272 85 219 3405 1402 43 124 2292 67 182 43 2059 383 99 698 19 199
internal_value=0 0.004966 0.000429027 0.00757374 0.0118713 0.0208258 -0.0213725 0.0332184 0.016691 -0.00660245 -0.00729191 0.0337941 -0.0226374 0.00095949 -0.0252084 -0.0317734 -0.0389774 -0.0160995 0.0110526 -0.00415533 -0.0235311 -0.0199766 -0.0967059 -0.0125646 0.000947248 0.00214631 0.0178669 0.0868357 0.0171088 0.012094 0.0325518 0.0189226 0.0075818 0.0183768 0.0416528 0.049046 -0.0169655 -0.0433327 -0.0189887 -0.0249872 0.00819971 0.0676056 -0.00685862 0.00925792 0.0496541 0.0953264 0.0644973 0.00246832 -0.0161515 0.0192608 -0.00221878 0.0404871
internal_weight=0 319.859 248.725 123.368 95.7045 71.1341 85.3265 15.9934 61.4217 125.357 27.6639 15.2069 83.653 55.2706 74.4955 43.2675 33.5553 31.228 46.2149 13.1639 7.15572 7.05233 0.680483 70.086 17.2223 54.3421 12.3345 1.3854 33.051 27.2356 7.28746 6.00814 79.7111 8.64858 6.68441 6.03517 52.8637 4.4493 16.2069 3.42989 3.5312 3.86177 9.71227 11.457 1.63257 0.800592 4.39955 9.82442 4.65905 5.16536 3.09092 5.81545
internal_count=182379 116255 103022 47275 41081 13233 66124 7263 11744 55747 6194 2753 65350 24550 60615 43773 35083 16842 8991 2623 1566 1558 44 31197 5999 24013 5293 304 6368 4551 672 1057 33818 1511 579 519 25198 1706 3805 1487 400 247 8690 2389 292 110 2078 2097 997 1100 717 1817
shrinkage=0.1


Tree=38
num_leaves=53
num_cat=0
split_feature=2 2 9 13 9 4 6 7 2 13 6 7 11 10 4 14 16 13 4 10 10 4 9 15 4 14 2 11 4 6 6 2 2 10 6 6 4 13 4 14 14 4 9 10 15 12 14 13 14 9 15 13
split_gain=5.08706 2.23263 0.997943 0.782029 1.1643 0.755035 0.681276 0.651749 0.635151 0.80713 0.623651 0.616166 0.615751 0.525994 0.489575 0.477088 0.560976 0.639364 0.486719 0.483318 0.590951 0.436273 0.405566 0.400368 0.399674 0.399043 0.426042 0.398845 0.398194 0.502864 0.647579 0.588967 0.473646 0.420222 0.407313 0.398146 0.480363 0.372661 0.380566 0.372073 0.351089 0.445345 0.350982 0.3506 0.43844 0.634992 0.403478 0.397863 0.337813 0.390108 0.329749 0.328097
threshold=0.0034370997454971079 0.22540713846683505 -0.025360746162025841 0.097115931099608532 0.035211722846887665 1.1166112968378943 0.25799168858232735 0.011609239645169816 1.8110275959770664e-05 -0.30328992218406742 -0.24501859650058413 0.02533411572591808 -0.011152829165837907 0.047893680645331616 -1.058487227785444 -0.11038955383513592 -0.10993507374936039 0.205292641972909 1.3582557397339372 0.025124637221616831 -0.0062154360870954059 -0.066852288310016869 -0.026773736680093332 0.14277149443687101 -0.18628996596226174 -0.095092467717742143 6.7742330429609879e-05 0.0082820323026323497 0.6576651433769608 -0.027806926039444176 -0.017981852432999972 0.99357020854949962 0.53393349051475536 0.0020825109851999295 -0.14337846602811047 -0.43112096726273047 -0.057416761982396335 -0.23053905815652323 -0.20602207491566085 -0.0082467422666443087 -0.40485072173455755 1.2279152954333161 -0.013875204783821251 -0.0013031304724640941 -0.037837387405430328 2.0588814448592365 -0.36333760331657822 0.37543366262999561 0.11545598630247798 -0.032198012437725028 0.2867279151167314 -0.017400964359134727
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 4 13 7 10 22 9 -7 12 -2 -5 37 -6 19 17 -17 23 20 -10 42 -1 -18 -12 26 -20 39 32 33 31 -31 -3 -30 -35 -24 -37 38 -4 -27 51 -42 -14 47 45 -45 -46 -43 -13 -50 -8 -11
right_child=1 28 3 6 14 8 50 -9 15 40 24 48 21 -15 -16 16 18 -19 25 -21 -22 -23 35 -25 -26 27 -28 -29 29 30 -32 -33 -34 34 -36 36 -38 -39 -40 -41 41 43 -44 44 46 -47 -48 -49 49 -51 -52 -53
leaf_value=-0.031481594407473938 -0.010690028342898693 -0.021535031293564624 -0.032170499751645883 -0.071671175095103887 0.036485192443396576 -0.20143559517124349 -0.022886659710556839 0.0019182309842187422 -0.0038684955503228849 -0.031425892636590756 0.021078685487912332 -0.031606636208648967 0.070156598928747552 0.052651417714032193 -0.0023100991328541235 -0.13238980851092477 0.017652606199227136 0.0041599267556194581 -0.1723242671898669 -0.15269990704335021 0.02947425043466553 -0.041053317507302026 -0.14436676981993848 0.17300675256964226 0.0034929333670157985 0.013059936688959781 -0.029412078960275104 -0.15183960067161026 -0.057088228599068029 0.05461470919144689 -0.015845584896354199 -0.045918841761324464 -0.049337282435575884 -0.0065883131800980451 -0.067996696834542777 0.053395379279329573 0.028006424437658068 -0.0062274256096053722 -0.0035263402937487395 -0.042544710841222737 -0.12346607551413527 0.015167937240309945 0.0020096231907060871 0.034123793161205944 -0.078633449563350083 -0.083196493522737336 0.065168219499794608 -0.08656163557125135 -0.053607270644066285 -0.14514514853289248 0.062695556243703973 0.086880581585985966
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leaf_count=316 4838 12627 6289 333 1808 5 2560 3699 2558 25 13931 1311 254 450 1712 100 441 147 29 14 1704 930 24 13 12305 856 130 20 2715 881 7380 257 18947 2524 2009 3847 11619 53851 4759 338 23 866 2331 162 10 39 285 35 543 102 107 126
internal_value=0 -0.00656025 -0.00249219 -0.000619149 -0.00490543 0.0188479 0.00754181 0.0266177 0.00979612 0.0244948 0.0109536 -0.0244556 -0.011328 -0.00780969 0.0224377 0.00109132 -0.0177322 -0.0758628 -0.00745593 0.00921045 0.0105712 -0.00170696 0.0311842 0.0685315 0.0150651 -0.0154182 -0.0746052 -0.00612325 -0.0251185 -0.0170286 -0.00596085 0.0329149 -0.0343997 -0.0330137 -0.0179441 0.0325052 0.0329665 -0.00846522 -0.0211748 -0.00177395 0.0264071 0.0218435 0.0103654 0.0236722 0.0403073 0.00723824 0.0588944 0.0107733 -0.0479721 -0.0776969 -0.0183823 0.0687049
internal_weight=0 295.724 242.572 223.527 146.559 107.403 76.9683 57.7758 49.6271 18.4467 68.0258 19.0443 10.5922 132.498 14.0608 31.1804 9.3899 1.39371 7.9962 21.7905 21.6252 9.15127 48.7569 0.74571 57.4336 7.25049 0.967317 6.28317 53.1528 28.4255 16.8104 3.3995 24.7273 11.615 7.16241 47.7586 47.6486 131.092 19.6037 6.11836 18.3073 16.5485 7.01261 16.3574 7.12768 2.5735 4.55417 9.22968 7.01554 2.46762 8.94248 1.75879
internal_count=183185 155754 108414 101620 68869 27431 32751 19505 7926 1576 30084 6794 3848 65349 3520 6350 2074 247 1827 4276 4262 3515 15806 454 26236 1373 159 1214 47340 15766 8518 1138 31574 7248 4533 15490 15466 64899 11048 1194 1571 1420 2585 1397 496 201 295 901 1956 645 2667 151
shrinkage=0.1


Tree=39
num_leaves=53
num_cat=0
split_feature=2 3 9 14 4 2 6 10 0 11 10 9 8 7 0 0 2 0 11 3 6 0 5 6 11 8 14 8 10 7 5 6 2 11 4 11 0 7 4 9 3 8 5 3 0 9 2 14 7 3 7 5
split_gain=4.53923 2.45373 0.858493 0.769554 0.747357 0.727388 0.671351 0.555175 0.53075 0.772719 0.49179 0.49552 0.470313 0.515892 0.462255 0.430737 0.418285 0.452739 0.516976 0.502603 0.451686 0.522747 0.497108 0.42949 0.402635 0.392414 0.391328 0.388747 0.383765 0.383259 0.387275 0.377647 0.366275 0.466252 0.36458 0.344887 0.478042 0.343479 0.343075 0.404924 0.392268 0.332598 0.32822 0.312194 0.398726 0.309295 0.308463 0.357984 0.304938 0.3039 0.299042 0.481188
threshold=0.0014405018882825973 0.015631337650120262 0.068087014052213873 0.10851225080172956 1.1674866103388395 0.31970605254173284 0.25922637905053864 -0.0066613303396977084 0.00015680849901400509 -0.0074609579021488849 0.0046352913727377475 -0.0051369569710808995 0.0049630743368213838 0.0032466575856392155 0.036962619051337249 0.00022927719692233953 0.030785774812102321 0.015138659160584213 -0.0019687754195206004 -0.0036334209144115444 -0.24501859650058413 1.9206498109269891e-05 0.13633054885245519 -0.34922410354876049 0.0082820323026323497 -0.01158308603462248 0.14514065434413456 -0.067161551838001279 -0.05991254626917198 -0.0031737520884047915 -0.42799163898861653 -0.43112096726273047 8.8476649580115935e-06 0.0026116714480428978 -1.058487227785444 0.052620063793120959 0.025125453248620037 0.0033674606073533365 -1.0732302268021487 -0.028281400602806327 -0.92367505627044 0.042509675270721047 -0.16105794196116938 -0.92367505627044 0.00066006020642817031 0.0017934902027893702 1.8110275959770664e-05 -0.46483722860040427 -0.018115058945998349 0.24014424381311986 0.00058065915074895593 -0.35980285801158823
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 14 24 6 16 8 9 -6 49 41 13 15 28 -9 20 19 23 38 -2 22 -22 25 31 -19 -25 -4 -3 30 -16 -1 -17 43 -29 -8 -37 -15 39 40 -18 -12 -31 44 -34 -44 47 -10 -45 -5 -20 -52
right_child=1 3 27 10 7 -7 35 12 46 -11 11 -13 -14 37 29 32 17 18 50 -21 21 -23 -24 26 -26 -27 -28 34 -30 42 -32 -33 33 -35 -36 36 -38 -39 -40 -41 -42 -43 45 48 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=-0.13888942032964291 -0.010133394320186279 -0.17710487028860183 -0.018169349677825661 -0.033040972559411956 -0.018923010794274716 -0.025807389520364224 -0.01180332465134621 0.045280098133923551 0.095277434665558991 -0.18038036382736944 -0.045089165588246105 -0.0061619056348232726 0.061924327210082668 -0.13447366285389875 0.023968739295507992 0.04181958476959554 -0.15170388546971558 -0.13939126424784773 -0.0078835965152561898 -0.031287031428764482 0.033883663313632177 0.013035310339256723 -0.20656828764268728 -0.017970520774334871 -0.034178798305393936 -0.022586795612423008 0.02701545504587384 0.059855407851796633 -0.040359282279818443 -0.020180302496148182 -0.02126709386813995 0.032021326050256357 -0.1834668023965601 -0.12985771389898493 0.007462459757629685 -0.10854478951986929 0.028893948376504847 -0.0050094974389155444 0.0071582259659313963 0.046579118625562535 0.0088317072510444069 0.018798278462063611 0.011018618354953172 -0.092983767985658133 0.032952023620078354 -0.0099779112341534873 -0.0055222870252087048 0.014190303995024684 0.014106543222185115 -0.063879298274552174 -0.045656739592363743 0.011353142812962421
leaf_weight=0.11269184970296819 10.374843202929695 0.20838734478456933 1.1778879286030131 8.6152811378306051 1.3813693958509246 10.379118295199076 21.626428080067289 6.5235592912795353 0.59762675175443281 0.36164594657020899 7.5442537384469688 11.203037265059493 2.5170749554890781 0.19550773280206968 2.0101314757739628 3.1708937528892411 0.177332392137032 0.51379311503478675 20.180350504835587 2.2352602963401287 0.13785796683805429 63.006679076515866 0.19319678252213635 20.070871283940509 0.9407618197510591 0.64505816011660744 2.1240359638049986 4.42353452273528 2.5544466722958523 8.7762875146527204 29.043053909182618 41.822922434403154 0.17325862805592418 0.24259398817957833 1.9026876408242968 0.81682866151095257 0.35423740852274932 5.3957760531629901 9.6638516169186914 5.6508372180032937 0.68682888892362814 0.90359809736764862 16.162884579488267 0.25836294135661386 0.14537177859892836 12.369454165315799 11.415357721569306 4.8281570679391761 7.3984821590020022 5.1495483697528917 1.5523737066432648 26.078543514684501
leaf_count=22 3537 15 294 6400 123 9507 6613 488 57 27 4884 8655 257 18 1094 280 27 54 9471 1172 34 27798 15 8368 322 262 834 573 1658 7431 24412 13194 13 31 502 206 162 834 3989 1028 123 466 9400 45 25 7600 2446 555 1658 4383 513 11310
internal_value=0 -0.00518158 0.00120327 -0.0176374 0.0206235 -6.6061e-05 0.00137196 0.0115545 -0.00164699 -0.0538905 -0.0301524 -0.0199701 0.0209778 0.0165497 -0.0117516 0.0248213 0.00361665 -0.000974619 -0.00459129 0.0129938 0.00919508 0.0123631 -0.109782 -0.0167804 0.0300494 -0.0756839 -0.0136474 0.0343585 -0.0517288 -0.010123 -0.018327 0.031504 0.0130507 0.00188483 0.044162 -0.0146964 -0.0671584 -0.00994405 0.0191389 0.036843 -0.0264812 -0.0382308 -0.0032892 0.00616914 -0.0881707 0.00191558 0.00381069 0.0234008 0.0102881 -0.0446447 0.00136656 0.00812317
internal_weight=0 308.513 203.972 104.54 87.4814 196.468 186.089 44.605 18.5842 1.74302 33.4157 19.6509 26.0209 23.5038 71.1246 17.9125 163.292 89.5791 71.165 18.4141 73.7126 63.3377 0.331055 23.3538 42.8764 1.15885 22.1949 7.50411 2.76283 68.3618 31.0532 41.9356 11.389 8.21807 6.32622 22.7975 1.17107 5.59128 16.1789 6.515 0.864161 8.44785 37.3086 7.97548 0.31863 28.5323 16.8411 5.42578 7.65685 13.7648 47.8113 27.6309
internal_count=183185 162790 86392 76398 20395 85023 75516 6857 3208 150 24788 14005 3649 3392 51610 2540 68535 37151 30812 6339 31384 27847 49 9518 13538 316 9202 1369 1673 49937 25506 13216 2052 1772 1075 6981 368 852 5167 1178 150 5350 24431 1741 38 17000 3058 612 1703 10783 21294 11823
shrinkage=0.1


Tree=40
num_leaves=53
num_cat=0
split_feature=2 0 1 1 4 1 8 11 0 4 1 4 2 10 15 8 1 12 13 15 13 11 0 8 8 4 9 9 4 11 12 2 9 4 4 8 10 2 1 13 12 12 11 8 11 11 4 15 2 12 1 8
split_gain=3.70253 1.41299 0.994011 0.85508 1.37177 0.63558 0.590166 0.525272 0.519275 0.480481 0.836109 0.801251 0.491205 0.523134 0.409947 0.428399 0.405698 0.393324 0.358048 0.346627 0.343565 0.363869 0.519574 0.426769 0.340438 0.349776 0.334808 0.347583 0.332098 0.329572 0.359188 0.318802 0.324144 0.317117 0.419479 0.30675 0.303133 0.323989 0.354354 0.847171 0.368926 0.337941 0.436444 0.335847 0.296784 0.292053 0.291733 0.285607 0.284748 0.283226 0.280519 0.279065
threshold=0.069848515093326582 0.0024314243346452717 0.062339814379811294 0.18307790905237201 0.68291391882308805 0.52945247292518627 0.0036885994401233773 -0.045345685787142868 0.58523452281951915 1.3084700161966323 0.0018806685693562033 1.4527206573327875 0.9676676094532014 0.0043029331666468102 -0.032366486847199012 -0.046814174619023992 0.0017154015949927273 -1.3736843036374493 -0.52150537911929529 -0.12705010731034619 0.93269462661030711 -0.0057776776658338544 0.0029663216555491094 -0.0027497674735783169 0.00051494268107725623 0.68618774321038345 0.0097714555256946094 -0.013875204783821251 0.70919976675903029 0.0045083100840678974 -0.38812772008741259 0.85435813665390026 0.038129452536565342 0.6576651433769608 0.67715214492823939 -0.0057681937678622135 -0.0003020918933695824 0.05055541172623635 0.99521169066429149 -0.12641512584256984 -0.28312790220082229 -0.26834378056852076 -0.0062334030519927072 -0.0024555698503951951 0.052620063793120959 0.0010181486041322607 -1.4837434891824348 -0.026894546503264973 0.01854698080569506 1.8079525092746771 0.03426462039351464 -0.011298278465062176
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 5 45 14 -2 16 10 -9 26 -13 -14 -1 -16 -3 -8 -18 -19 21 -6 23 -23 25 -4 27 -11 -27 30 51 32 33 -12 -35 -7 37 38 -17 -40 -41 -42 43 -43 -31 -5 -46 -47 -32 -45 -50 -20
right_child=2 3 24 4 20 35 17 9 -10 11 31 12 13 -15 15 36 18 19 29 -21 -22 22 -24 -25 -26 28 -28 -29 -30 44 48 -33 -34 34 -36 -37 -38 -39 39 40 41 42 -44 49 46 47 -48 -49 50 -51 -52 -53
leaf_value=0.0024758928166493015 0.035537955187819187 -0.046508371868154506 -0.0082694584627981387 0.015925080761560514 0.0039080684037604051 0.018946080359957419 -0.018507820606503748 -0.052409218148218278 -0.067717608841183996 -0.055212863334252349 -0.024734106867487324 0.0079787534643050908 -0.067444002527672756 -0.016356834868415226 0.085213601444015505 0.020260929546070349 -0.044708155958241583 -0.0053360838617157215 -0.022644802957811554 0.049818445904522751 -0.11931623179912801 0.021726547788100906 -0.01217078947216919 -0.16078006454086183 0.0050133861318561517 -0.12148255647047462 -0.034613402701174134 0.031943421102480586 -0.028135215753233529 0.01146685081018637 0.018260076083386059 -0.053136227172799061 0.027503359872283535 0.057852896500546341 -0.01332151753688935 0.040319898862077513 0.03256941668510565 -0.093959514570043562 -0.19843545245905234 0.12638746556106983 -0.17599886848940305 -0.0009060448725335768 0.050363603207644318 -0.12978138933614675 0.076023311035331498 -0.03251685235294232 -0.036855151123897943 0.0086994031200241118 -0.027033323935184195 -0.0094909061888924385 0.0049832673754136355 -0.0051302489308638266
leaf_weight=18.073931282930062 1.5146346889196127 2.0517851410786525 22.501518119397591 14.735119380778771 24.287196436045633 12.004809151721931 1.0968725519560383 11.501729078136576 1.221131425934799 0.48154122058622295 30.777952371595802 2.9787292398614218 3.6488136192201619 4.4555232394886843 1.0011015316995315 15.26278423790246 1.8973109763637683 1.2743159323727002 11.192421023542918 10.498899919755784 0.24045010058034577 0.17720962794555817 13.680658577100983 0.41152505450736399 22.928378927987069 0.49057302629807908 1.0949240156478479 5.6934900089618194 1.5934940928709691 25.565295316629093 10.620017867766366 2.9868533926810406 1.4133349035382696 1.0673858152149467 3.4801232046520454 15.382012378004559 10.91353725193949 0.26834550903004029 0.21478253626264621 0.19472450962348409 0.099991880357265805 1.6770145601349222 1.0351389163151892 0.45129067930975009 0.2392659044635369 2.9370405808476789 2.1663011100754366 3.8879815711497931 3.6888035991123607 0.34109626696590567 10.444163097592535 48.363821366250704
leaf_count=3485 717 1509 11988 6714 6144 5522 228 14330 804 112 28082 1634 1494 1985 138 3544 898 241 4092 1929 49 57 4996 54 11998 99 361 2229 1121 9335 4812 5497 866 421 2488 8520 1887 60 14 54 2 256 214 48 47 1020 567 1565 2418 42 4805 20926
internal_value=0 0.006274 -0.0149503 0.00226606 0.00973367 0.0208626 0.0194484 -0.0224328 -0.00331342 -0.0237034 -0.0286767 -0.0098076 -0.0267134 -0.0394541 0.014482 0.0213744 -0.00262663 0.038517 -0.00183102 0.0438495 -0.00430982 -0.00353851 -0.0162022 -0.106809 -0.00375005 -0.0119205 0.0159676 0.0250092 -0.0509415 -0.00109959 -0.0042202 -0.0217852 -0.0192122 -0.021094 0.00354305 0.030969 0.0192282 0.0117561 0.0133121 -0.0130829 -0.00173795 -0.00923988 -0.00362645 -0.0264545 0.00830324 0.00801006 -0.0251574 -0.00907537 0.0059014 -0.0793313 -0.00339651 -0.00842748
internal_weight=0 267.598 118.609 205.194 87.744 48.947 62.4038 71.095 117.45 69.5804 51.2274 18.353 11.0831 8.10434 49.5337 31.4598 116.229 12.8701 114.177 11.7732 38.797 38.5566 14.2694 0.588735 47.514 24.5856 7.26996 6.17503 2.08407 112.28 84.3092 39.7256 36.7388 35.3255 4.54751 27.3868 30.4587 19.5452 19.2768 4.01404 3.79926 3.60453 3.50454 2.4694 27.9709 21.5601 2.40557 6.82502 24.753 0.792387 14.133 59.5562
internal_count=182418 96996 85422 84854 34641 23341 12142 60216 50213 59499 51684 7815 5113 3479 9744 6259 49409 2398 47900 2170 11300 11251 5107 111 25206 13208 2702 2341 1220 47002 37053 37354 31857 30991 2909 14042 6121 4234 4174 630 616 562 560 346 9949 9299 614 2585 12035 90 7223 25018
shrinkage=0.1


Tree=41
num_leaves=53
num_cat=0
split_feature=3 0 1 4 5 13 15 5 9 9 4 1 1 7 4 13 16 0 3 13 12 12 0 5 1 4 15 5 16 7 5 1 0 13 7 16 15 5 5 1 1 15 13 9 5 11 15 5 5 7 11 11
split_gain=3.63719 1.36878 1.17777 0.743936 0.705026 0.666346 0.609846 0.607715 0.598763 0.503896 0.532278 0.578266 0.471061 0.447164 0.548674 0.434569 0.463622 0.53255 0.422739 0.421767 0.407171 0.67503 0.393522 0.390371 0.385227 0.4224 0.381205 0.380514 0.609065 0.412227 0.379358 0.370005 0.361653 0.723535 0.403935 0.374358 0.358918 0.357868 0.356455 0.353562 0.386105 0.385182 0.358974 0.349285 0.544801 0.507377 0.345738 0.331973 0.326507 0.316989 0.319833 0.307322
threshold=-0.024786190129816529 0.0058423823211342105 0.0018806685693562033 1.1674866103388395 -0.033143877294689858 0.12379181057981914 0.099175293741855824 0.26557248399200228 -0.066930597239883496 -0.022841166320208269 -0.05239522377700729 0.73975956439971935 0.55265015363693248 0.01080232714682623 0.6451882291709875 -0.16416185975244987 -0.012778847786414129 0.019006149843335155 -0.090314926579594598 0.42672575776661498 2.0101838154269807 2.2408231435506658 0.0013206371804699304 0.49413893245419821 0.14144065231084826 -1.258911291843329 -0.12705010731034619 0.7743857868206182 -0.11951724939258042 -0.067044715865504631 -0.23961592391380068 0.09121639654040338 5.0803284466383054e-05 -0.18447845193056409 -0.00047894237475817344 0.0015417165443893238 0.05782674062005317 0.017396315550011542 -0.51037141035064326 0.12233802303671838 0.99873447418212902 -0.23817344242451885 0.13167364784223187 -0.0015847453670392241 -0.21227429510404608 -0.026318494064588391 0.015287033957431181 0.39327107561253566 0.14172231289024875 -0.011641826932628231 -0.052361242768134711 -0.0025539389449217745
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 47 -5 7 13 24 23 19 11 38 -12 14 20 22 17 -17 -15 46 26 30 -10 -4 25 31 48 -9 -29 -30 -22 -3 33 -16 -35 -36 -19 -37 -11 41 43 42 -18 44 45 -41 -7 49 -1 50 -2 -34
right_child=2 5 8 4 -6 9 -8 27 15 10 12 -13 -14 18 32 16 39 36 -20 -21 21 -23 -24 -25 -26 -27 -28 28 29 -31 -32 -33 51 34 35 37 -38 -39 -40 40 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.0029179280144228555 0.19588551186966446 0.041611450290369702 -0.066476596096911283 0.027069737636622022 -0.026508971180390101 -0.053995139268706471 0.03725049075196521 -0.013838983567933 0.093300887200330362 -0.045483884076671838 -0.0162075804028208 0.071077745296719091 0.01463700670123769 0.0066556884599623034 -0.101123736823449 -0.036746319633814278 -0.0013568124673269686 -0.012482083251973738 -0.041008670143045531 0.026808824289737139 -0.16122419525591369 0.026926674334540431 -0.019579901984324934 0.04541756440328111 0.011219786795332502 -0.010399465347810057 0.042867027633417244 -0.1822239593067416 -0.16728297336938802 0.0178873638914256 -0.0098149951517983291 -0.023669008511172152 0.010272239217041403 0.068581978309523645 0.040847562594036935 -0.10211123385778272 0.00825391269043994 0.010632454529904037 0.022574556043650593 -0.1643776792579465 -0.097437411955153305 -0.0011069878256630466 -0.081988362391144487 0.027895554392320845 0.01399564940266607 -0.023049628731253501 0.0081223704799994485 -0.026301038311561983 0.066758349766960975 -0.071213957294495492 -0.028682230444101616 -0.017681062965729927
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leaf_count=892 36 641 1192 1620 4894 741 2956 6317 112 217 4021 1315 5010 2627 26 2959 538 20225 768 543 52 618 21189 181 12691 13567 5090 32 9 112 133 236 3120 213 147 36 6662 49 7464 23 42 27508 328 4523 3779 1123 430 1557 194 10415 2363 882
internal_value=0 0.00885 -0.0107977 -0.0302119 -0.0150469 0.00253036 0.0191576 -0.00318046 -0.00724471 0.0114849 0.0150106 0.0254067 0.0036548 0.0149305 0.0188405 -0.0063311 -0.00374382 -0.0111048 -0.00272252 -0.0166576 0.0309095 -0.0104209 -0.0181983 -0.0526753 0.00251801 -0.00540717 0.0353746 -0.0165818 -0.0752973 -0.0207469 -0.0934957 0.0235016 0.0102587 0.0310589 0.0392908 0.0169778 -0.0068875 -0.0269812 0.0200052 0.00167351 0.0126347 -0.00314091 -0.0438272 0.0143394 0.00154927 -0.0405176 -0.0337444 -0.0488141 0.00973791 -0.0613577 -0.0187311 0.00464928
internal_weight=0 210.124 170.783 26.3994 14.5608 130.274 79.8497 79.5511 144.384 50.7229 45.0831 23.5247 21.5584 64.7534 53.0107 141.557 116.238 49.2712 11.7427 5.6398 22.0106 2.14379 25.3191 2.82667 55.8268 29.2206 19.8668 23.7243 1.038 0.701253 0.656666 4.29345 31.0001 6.56754 6.19415 3.53165 42.3313 1.24202 21.0593 66.9671 20.4283 46.5388 2.19852 20.1318 10.3686 2.35829 4.0512 11.8386 4.50216 7.58313 1.43369 24.4326
internal_count=182418 71149 111269 20885 6514 53346 17803 33605 90384 19741 18027 8996 9031 14847 11452 89011 67710 29846 3395 1714 6979 803 21301 1373 27135 14444 6176 6470 153 121 185 877 4473 471 445 232 26887 85 7681 37864 9490 28374 866 9448 4925 1146 1171 14371 1086 12814 2399 4002
shrinkage=0.1


Tree=42
num_leaves=53
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split_feature=1 2 2 11 6 9 7 8 6 6 11 1 15 6 14 15 4 1 5 1 15 11 16 2 15 7 7 9 7 4 1 9 1 14 4 11 16 9 5 16 8 6 1 4 6 4 1 5 9 6 4 15
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threshold=0.20927543193101886 0.10886033624410631 0.00030302132654469466 -0.026318494064588391 0.18415422668532086 0.041610160567588844 0.01906081778883496 0.0048365717402873336 0.26066202452910742 0.19966159345964965 0.005773812578017283 0.065275851637125029 -0.037837387405430328 -0.28905954895059582 -0.16498730887041352 -0.22301713440657153 1.1996611425229173 0.94057613611221325 -0.40507673738277022 0.97423306107521068 -0.11702834880023331 -0.026318494064588391 -0.093543630362123029 0.014973012730479242 0.09718510582901814 0.020328449709266443 -0.0073901788846479459 0.020199870993517968 0.026360133303298141 0.6576651433769608 0.0040098042227327832 0.018659199909089277 0.99807181954383861 -0.34664016009315979 0.18317457995808026 0.028662501225085849 -0.14442901931459762 0.00028928598872728409 -0.22608709684054792 -0.036610560787164841 -0.029082186548859239 -0.24141131701149351 0.025735815986990932 0.8744402274463291 -0.33526644803149069 1.3925792515278432 0.013764800038188698 -0.033143877294689858 0.018659199909089277 -0.1408644630305336 1.478612421773015 -0.006673845656545537
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 43 37 14 6 26 44 10 -7 11 33 35 23 15 41 17 -16 49 -18 22 -20 -21 -14 29 -8 27 32 -10 30 -9 38 -6 34 -5 36 -12 -4 39 -22 -30 -2 -15 -1 -3 46 -46 -47 -48 -19 51 -27
right_child=4 7 3 8 5 9 25 24 28 -11 12 -13 13 42 16 -17 19 18 21 20 31 -23 -24 -25 -26 50 -28 -29 40 -31 -32 -33 -34 -35 -36 -37 -38 -39 -40 -41 -42 -43 -44 -45 45 47 48 -49 -50 -51 -52 -53
leaf_value=0.066270133172568427 0.011127426776552284 -0.055509969607708154 0.00014963817731447168 -0.0233048618215967 -0.020365538960142478 -0.045242413277482851 -0.1459303512174491 -0.053021907379593884 -0.013245678636600089 0.062447085601797597 -0.071663610021159785 0.0012357799022051537 -0.074791641314071261 -0.01557527002612012 0.010861923118647487 0.022939510025842019 -0.021620400111614591 0.087307287050400417 -0.04318951944428797 -0.16545107862524427 0.052222071501713187 0.058880710871152542 -0.0028577029830100589 0.074398558344993329 0.011125174104185898 0.0078468254918513756 0.0085267188563206264 0.05368176960590209 -0.1078295025641679 -0.0033881169063464454 -0.01634320905047763 -0.08342048646382702 -0.14231510126896832 -0.011125062530672254 -0.1351126573790476 -0.031067223063609692 0.0095484596903113068 0.039569326981553701 0.025333222091509396 -0.11818937765278703 -0.034658343783456828 0.1086282499694054 0.01896108275361295 -0.014865604328116358 -0.04588771725701174 0.028691235044946896 -0.022761998602142012 -0.022557894074341306 0.025803161737335635 -0.10501513844046084 -0.17181032377077193 -0.045314715425737839
leaf_weight=1.9688997621396986 0.4621759110596031 3.0064073766388892 3.2357266181861615 0.75296455447823862 7.960589187334902 0.40621491240744889 0.26967909785889688 3.7778671836713356 7.7685025345663217 3.4135243030395941 0.81127697234114649 51.538270645372904 0.18560997415625324 3.0205587321242993 32.505276758046421 33.912823428931006 6.9564183352486024 0.074960949830710888 0.411151114891254 0.26692781013844069 0.16513758315704763 6.8937069466292078 0.3379514020489286 1.8685542515631821 7.2549993883567359 1.8401802713560753 31.038268756105936 1.1122850116807956 0.80265445257100543 12.488099369653353 8.8888008915923802 0.31573512777686197 0.22556824523053354 57.936974977099453 0.40613224795015412 3.9628040112656882 8.8117714382742651 5.4427264347832534 9.18398009636803 0.29868870717473051 2.0232597901413101 0.95738297442585352 12.779335050267035 0.56455476227711177 8.9479771326621194 2.243111537572986 19.108110947216122 2.5226165384738115 1.3957161676826206 0.55877021557898832 0.10912680940236885 2.1894328088528709
leaf_count=657 107 1408 1246 324 1687 66 58 5440 3150 721 286 21430 55 2001 18347 11622 2157 51 133 27 18 4338 75 564 5210 655 5693 251 198 7169 8683 38 14 30652 87 817 3309 1388 1627 30 868 304 4486 182 13978 808 16795 1353 991 119 4 732
internal_value=0 -0.00700617 -0.00218013 -0.00297655 0.0122055 0.00358843 -0.000463658 -0.0183607 -0.00456399 0.0508398 -0.0030582 -0.00593072 0.00704758 0.0179308 0.0166893 0.0251654 0.011517 0.0170345 0.0422286 -0.00122055 0.0122208 0.0530458 -0.0772573 0.0603973 -0.00950628 -0.0336934 0.00318114 -0.0146448 -0.0247184 -0.0154603 -0.0273411 0.0177796 -0.0240239 -0.0121792 -0.0639154 -0.00725941 0.00258353 0.0249019 0.0212373 -0.0578261 -0.05598 0.0774091 0.0123486 0.048212 -0.0260618 -0.0234473 -0.0274957 0.00158062 -0.0194368 -0.0805223 -0.0257932 -0.0211092
internal_weight=0 233.514 163.881 161.347 141.866 48.5649 44.7451 69.6337 152.669 3.81974 142.074 110.634 31.4399 17.8541 93.3011 35.3324 57.9687 40.4439 7.93859 17.5248 10.5684 7.30486 0.604879 2.05416 32.4098 4.40842 40.3367 9.29844 10.5944 25.1548 12.6667 9.96354 8.18616 59.0961 1.1591 13.5859 9.62305 8.67845 9.64781 0.463826 2.82591 1.41956 15.7999 2.53345 37.2239 34.2175 29.4518 4.76573 20.5038 0.633731 4.13874 4.02961
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shrinkage=0.1


Tree=43
num_leaves=53
num_cat=0
split_feature=3 3 9 12 9 6 10 13 3 5 3 14 4 12 4 0 4 0 7 6 3 0 8 13 14 8 5 7 14 13 13 6 12 10 10 7 13 8 4 6 4 10 13 3 9 4 12 8 4 7 13 8
split_gain=2.9407 1.57916 0.816495 0.715796 0.612696 0.570702 0.518448 0.505617 0.478733 0.522013 0.505339 0.536247 0.786241 0.567622 0.527069 0.451119 0.42709 0.418913 0.414541 0.394828 0.393431 0.410993 0.386682 0.532882 0.579797 0.328721 0.318205 0.316553 0.453218 0.443745 0.396509 0.356642 0.317134 0.295864 0.295627 0.29166 0.378903 0.377823 0.359757 0.296896 0.313064 0.289987 0.34376 0.285353 0.283542 0.319262 0.391273 0.423343 0.280218 0.279989 0.274608 0.269163
threshold=-0.24940647667972368 0.039502056781202562 0.058542000812145639 3.0807990786540138 -0.066930597239883496 0.25613962812308649 0.036464623116001731 0.27004696378076382 -0.81035007443279017 -0.63053446231120136 -0.63639633543789376 -0.047595265957702415 1.4439149493576366 -1.0692612703645554 -0.044220306376673339 0.049544462934136398 -0.18029999870280078 9.6123869298025979e-05 0.024380939974960141 0.020425299965616144 -0.69913581991568197 0.0019344023312442007 -0.0023594659663862473 -0.52150537911929529 -0.068388919281337571 -0.0066336148921155181 -0.035732376577205627 -0.02139711939577205 -0.1897406405911953 0.18633248587909754 0.3282728982944243 -0.24877265088698977 -1.8246933949708761 -0.096001346006287083 0.00074402310342224268 -0.038230255721566249 0.23742644691161255 -0.067161551838001279 -1.058487227785444 0.1576247823777544 -1.4164728910358129 0.0017447944177161612 0.034471201729976482 -0.1987276058644056 0.01111265833078459 -0.0069611825854002619 -0.40234892685080964 0.0011347578027078359 -1.5087563357203404 0.089304539494755877 -0.10134272833534823 -0.0061841001930109203
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 3 8 -3 41 -7 17 16 -10 11 14 13 15 -11 -13 49 -2 25 -5 -16 -22 35 -24 -25 43 -23 28 -12 31 -30 -29 -31 -26 -14 36 38 -37 39 40 -19 42 -6 -9 45 -18 -47 51 50 -1 -39 -48
right_child=1 4 -4 19 5 6 -8 18 9 10 27 12 34 -15 20 -17 44 22 -20 -21 21 26 23 24 33 -27 -28 29 30 32 -32 -33 -34 -35 -36 37 -38 48 -40 -41 -42 -43 -44 -45 -46 46 47 -49 -50 -51 -52 -53
leaf_value=0.066957750403669872 0.036175793542958627 -0.068600762530722198 0.056775741643469262 0.069644235287021336 -0.032331013445345738 -0.0011737601804342678 0.074663707850080308 -0.044730780813838654 -0.1259616503223592 0.046238006669949656 0.084821564214874093 -0.027526404028785791 -0.14348364731411367 0.022501299435432887 0.012304772554880047 -0.16881806560970014 -0.035289573682046889 0.0031913299870092284 -0.012346176059208055 0.014034130713789665 -0.076623586194006638 -0.048736321538486657 -0.044612724362548463 0.01448299372669957 -0.10754244929456591 0.028091239555005226 0.06123313880879834 0.026689332460580358 0.028713899253713288 -0.12527093597890807 -0.09732249262342027 -0.00035113356031714603 0.028235321427671958 -0.001982667273894006 -0.024124531045849783 -0.051028777293891617 -0.1061723942933902 -0.026868274630574437 -0.0021822732402539302 -0.013343096614280882 0.095070114311812837 -0.01202773930729451 -0.0094952914156953006 0.010057239535500037 0.064789281139695079 0.07345837614993625 0.025620994439666495 0.05882038536732629 -0.0094862949334831321 -0.074809816917526306 0.047012868382677861 -0.023115208566211035
leaf_weight=3.0970491625575955 2.8227314001696859 2.1818694278053945 4.8297480823293872 3.470033554300243 22.272937168070033 10.877634896698165 0.96525057313738294 1.0184105543667108 0.27127443591598321 2.2364140573045006 1.4401074355628227 0.80704644005163595 0.78194407766568452 1.789331637502974 3.1118441636790521 0.30133512408065144 1.1919481826262179 0.52421692477946646 5.805483007523434 2.0308325155710918 1.380498046797584 0.50459511239023414 2.4068798282060007 29.518307273893925 0.24902759503311145 13.367737557346118 0.51304898189846404 5.9746256953585464 2.0088099174281449 0.11896348638401733 0.26733241378678929 26.218860308196575 12.741856106671547 64.669380982520124 0.29118917169398628 2.1151095536624771 0.23732230043242442 0.7006751571025237 3.4555698132571697 0.5833515431077102 1.2604692313980195 31.69655375437469 9.3872246268683721 11.544373106549985 1.1582523733559345 1.1429052763778571 1.8393923604216951 1.3611557760868889 67.337366014399436 0.13177019609429397 1.6847212402208231 2.8907239124982933
leaf_count=1150 433 1230 763 690 20832 5072 678 318 86 721 210 278 73 831 778 27 320 153 2077 345 215 198 1587 12038 53 6216 126 1248 442 24 39 8385 4146 35981 40 604 41 210 1653 186 244 28305 6253 4113 231 331 386 265 30725 26 456 577
internal_value=0 -0.00435543 0.016928 0.014482 -0.0165599 -0.0150342 0.00510894 0.000157723 0.0118733 0.00816403 0.00880201 -0.00983465 -0.0396276 -0.0123083 0.00549258 -0.0679771 0.029427 -0.00192048 0.01178 0.0492241 -0.0111399 -0.0414298 -0.00253945 0.00167952 0.00286744 0.0171862 0.00680362 0.0132814 0.0412713 0.0109575 0.013278 0.00467901 0.0266462 -0.00241663 -0.112008 -0.00778366 0.0132551 -0.0095615 0.0184272 0.0482959 0.0683771 -0.0187998 -0.0255693 0.00555946 0.0187666 0.0123185 0.0202293 0.0100592 -0.00829099 0.060798 0.0252735 -0.00413853
internal_weight=0 286.683 83.9029 79.0731 77.3815 75.1996 11.8429 209.301 73.5723 60.7591 60.4878 11.7172 3.97085 2.89771 7.7464 1.10838 12.8132 177.565 31.736 5.50087 5.50999 2.39814 174.742 96.8436 94.4367 25.9305 1.01764 48.7706 3.71625 45.0543 2.27614 32.1935 12.8608 64.9184 1.07313 77.8988 6.06093 71.8379 5.82361 2.36804 1.78469 63.3567 31.6602 12.5628 9.58438 8.42613 7.23418 6.09127 69.7228 3.22882 2.3854 4.73012
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shrinkage=0.1


Tree=44
num_leaves=53
num_cat=0
split_feature=1 3 6 14 2 4 12 1 4 2 13 15 4 4 7 16 11 12 16 16 13 11 14 1 15 7 15 2 3 1 4 4 2 15 4 12 12 13 3 4 11 2 1 4 2 15 7 12 4 1 14 4
split_gain=2.97465 1.17592 0.85103 0.802631 0.740841 0.564052 0.626661 0.569449 0.560529 0.525623 0.518548 0.481123 0.445303 0.474214 0.427992 0.415958 0.390555 0.381539 0.364137 0.361964 0.360759 0.333934 0.332305 0.473794 0.426725 0.399193 0.331124 0.327175 0.329754 0.323671 0.349776 0.295558 0.295106 0.444221 0.37848 0.381174 0.971513 0.368788 0.321142 0.330023 0.342587 0.319111 0.29356 0.402922 0.283883 0.281662 0.275806 0.269108 0.264921 0.397393 0.305963 0.264727
threshold=0.037408702075481422 -0.090314926579594598 0.19930075493875557 0.28332557261618502 0.06271605566143991 1.4479182887617477 2.1023781814587421 0.99426209926605236 -0.85653729361557829 0.0017314100987277927 -0.074383514473777348 -0.099719988974069765 1.1166112968378943 1.478612421773015 0.077447794732153338 0.19140796057308046 -0.0074609579021488849 2.2896155065745032 0.027614304648810491 -0.16623818006208807 0.47687945331380965 -0.013757143688192789 -0.20417413968184753 0.99742636084556591 -0.0086205119420166617 0.011609239645169816 -0.018602708574408159 1.8110275959770664e-05 0.039502056781202562 0.99676865339279186 1.0817745183931053 -0.66062703545761881 3.6207500215823534e-06 0.081325197324548695 1.2279152954333161 -0.34402602047329217 -0.26834378056852076 0.17936269375350083 -0.77066743496106926 1.4527206573327875 -0.014829107785866597 8.8476649580115935e-06 0.00048149412032216793 -0.024731922583944604 0.0024744312977418308 -0.031249195344319743 -0.059807757663478602 4.0399020798231957 -0.18029999870280078 0.93275398015975963 0.064268136094277686 -0.89745856025665172
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 5 14 7 19 18 -10 45 -12 42 -14 27 20 -16 -8 -1 -7 22 -9 23 29 -25 32 47 -3 -29 -2 -31 -30 33 -24 37 -36 -37 41 -38 -40 -41 -34 43 -11 -43 -4 -46 -19 -39 -50 -51 -6
right_child=1 4 10 -5 51 6 17 21 9 12 11 -13 13 -15 16 -17 -18 26 -20 -21 -22 -23 25 24 -26 -27 -28 28 31 30 -32 -33 34 -35 35 36 38 48 39 40 -42 44 -44 -45 46 -47 -48 -49 49 50 -52 -53
leaf_value=-0.0069774474170749782 0.028675477228589093 0.050907876307192991 0.043770671205581486 -0.040529632157472829 0.0012161077317628969 -0.088472848508025601 -0.13077818163945701 0.0053296667558448332 0.029632316360045242 -0.096303681112828721 -0.03316757667353705 -0.00053926761763647632 0.014329434977120817 -0.023313723550743477 0.01530158682179112 -0.015942537657274266 -0.059014272933457838 -0.017754883358983259 0.024884770258217094 -0.0088466847276651352 0.042608665310388455 0.084661345494487381 0.068120873571050317 0.049099400522628942 -0.077467839095788235 -0.0013591137906352742 -0.060146862925087113 0.010001480936880349 -0.030148281746214173 -0.062121539053592426 0.10414180523311983 0.0027964053238694058 -0.08529620786350875 -0.049092897148514392 0.05018825057308815 -0.15655596371084388 0.041944129306912596 0.053398849374311767 -0.032212311843456902 -0.049514652740182928 0.025732677066428608 0.036259425667635466 -0.02026518461260993 -0.030417057828811503 0.057054168823864874 0.0066862594233497484 0.0077712029563152185 0.11149868551712733 -0.0032300490358446402 0.070392760446922942 -0.14853994257775718 -0.014872877829738826
leaf_weight=9.6833567454209497 17.567891042741401 1.7407061478697858 3.3729782879236154 11.551740009697594 13.986868534198946 0.63577432301826764 0.51899920139112543 1.1379189547442368 2.3489097192432373 1.1852793778496105 5.5110502942534394 24.756322136875383 7.4424211053956224 6.0519561877081287 1.1419534436718097 3.6038478852588005 1.8143312871288788 0.62992236984428096 5.6744924463309863 4.5672871671413287 5.8613582135858442 0.98074681326397684 2.1585554290650175 0.39318099006413831 0.75034991301072185 14.212923980780031 1.9941740743524854 69.544091055625358 3.9553635082374958 0.13289787343091919 0.98981631219794508 8.6483122253985112 0.29813158817705954 0.36670326464809466 1.2516217198717647 0.40398948586516681 1.427419058754819 5.0194182811828796 3.4002356496421262 0.73930286805261625 3.0070850941701819 5.4231477957309862 38.967756271884127 4.2095057896794961 1.1879463067380118 5.1922267398699642 19.789276184777922 0.19722302770242095 2.7424285851502628 1.4079454942911978 0.05071643001429027 37.999632804686826
leaf_count=4708 5250 216 577 8334 5733 167 82 204 1115 1542 1138 4101 3801 3309 434 1055 507 187 2073 1279 2435 211 173 154 173 5331 426 30035 1834 57 84 4815 24 29 292 48 245 1695 650 142 759 2787 40227 4598 184 932 8990 40 1771 757 15 26618
internal_value=0 0.00515529 0.0120707 -0.0159972 -0.000906174 0.00423393 -0.0174545 -0.00104737 -0.0122383 -0.0165873 -0.000347222 -0.00649601 -0.0184722 -0.00256114 0.00689965 0.0173006 -0.0303869 -0.0532238 0.00481016 -0.0188418 0.018656 0.0424478 0.0169501 0.0282351 -0.0338656 0.013384 -0.0382351 0.00821975 0.00730448 0.0320628 0.083806 -0.00757012 0.0176879 0.0508779 0.0158531 -0.00111567 -0.0083521 0.0206839 -0.00106275 -0.00973458 0.0107215 0.0147122 -0.0233091 -0.0451589 0.0158976 0.0213499 0.0106076 0.0147446 0.0379143 0.019268 0.061101 -0.0105452
internal_weight=0 280.512 131.019 87.1154 149.493 97.5068 10.662 7.32173 75.5637 60.2058 38.8326 30.2674 57.8569 13.4944 86.8448 92.1862 2.95628 3.34032 15.3578 5.20306 88.5823 2.11867 82.721 19.8341 1.14353 62.8868 2.82132 83.8885 82.1478 18.6906 1.12271 12.6037 48.6739 2.52526 46.1487 10.2297 8.97803 35.919 8.57404 7.14662 3.74639 26.6985 44.3625 5.39479 26.4004 8.56521 20.9772 0.827145 9.22051 4.20109 1.45866 51.9865
internal_count=182343 112636 39848 69707 72788 40437 2596 1861 61373 54592 6748 5239 53477 7110 37841 33100 941 735 6781 1446 32045 415 29610 5718 327 23892 653 36900 36684 5391 141 6649 18561 202 18359 2136 1844 16223 1796 1551 901 11985 46367 6140 11961 1509 9174 227 4238 2543 772 32351
shrinkage=0.1


Tree=45
num_leaves=53
num_cat=0
split_feature=1 0 3 6 3 6 12 4 1 0 6 6 6 0 0 14 14 6 6 6 3 1 10 10 10 12 4 9 9 5 3 3 1 6 15 12 10 12 14 12 4 1 4 1 1 6 1 5 5 11 0 11
split_gain=2.7332 1.63559 0.795625 0.811951 0.532027 0.451384 0.581108 0.421568 0.484334 0.445703 0.440185 0.516892 0.458203 0.38548 0.382283 0.372677 0.370326 0.340753 0.329505 0.38162 0.324767 0.319854 0.354406 0.311531 0.299546 0.37768 0.573287 0.592541 0.741351 0.483675 0.351765 0.334688 0.293117 0.290668 0.352248 0.288057 0.365023 0.28718 0.286325 0.277386 0.275819 0.260124 0.303383 0.377403 0.315731 0.429662 0.313418 0.284252 0.279053 0.298541 0.266692 0.310171
threshold=0.013764800038188698 0.00053331573144532751 -0.087572097312659011 0.19790268009248715 0.57913167061633442 -0.031854893902144424 -0.40234892685080964 0.58753347660610677 0.0014118342078290882 0.0035377162275835876 -0.025788801457838802 -0.017981852432999972 0.16031461750962581 0.1184811294078827 1.9206498109269891e-05 -0.10807737635247465 0.056472040040130941 -0.019595493020937781 -0.24501859650058413 -0.25242007380371451 -0.28085850737988943 0.18307790905237201 0.0011224950453669832 0.0069157618766883646 0.0013508037184523306 0.85710047512349219 0.68618150553910418 -0.0022332252619492216 -0.00029834831454780294 -0.17302973800757276 -0.63639633543789376 -0.88486533024115477 3.5264223470221627e-06 -0.010968023085979241 0.27323806896445912 0.75768456358680825 -0.0016289574844115175 1.0000000180025095e-35 -0.031742679317364096 -1.4888664506768567 -0.057416761982396335 0.066197928041219725 1.4479182887617477 0.55265015363693248 0.99521169066429149 0.22185485323994422 0.99742636084556591 0.7743857868206182 -0.22608709684054792 -0.012337972955660999 0.0054744889494031676 -0.019470496766748193
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 3 13 41 14 20 8 -1 -10 37 32 -13 18 -2 -14 17 -8 19 39 -7 22 -20 -16 25 26 -19 -28 30 -27 -29 -31 -12 -23 -35 36 -30 -9 -33 -3 -6 50 43 -43 -44 46 47 -46 49 -45 51 -4
right_child=1 2 4 -5 40 6 16 10 9 -11 11 12 15 -15 23 -17 -18 24 21 -21 -22 33 -24 -25 -26 29 27 28 35 31 -32 38 -34 34 -36 -37 -38 -39 -40 -41 -42 42 44 48 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.059435069317981072 0.072106670302666237 0.067731124061344863 0.11587377376112958 -0.0067889047277301792 -0.065372620415308585 0.052430341740582191 -0.098356635704509018 0.0045746912692642885 0.04525521207692132 -0.027945611401785354 -0.049576283030133228 -0.048426950718018731 0.10616046644200557 -0.014691752615705525 0.021921121149430917 -0.006102258546582689 -0.11494999464118992 0.050982473342921657 -0.00016069068722466737 -0.028943206145133994 -0.0024891924868215313 0.017680712839110144 0.024189719073938482 0.064425618730642467 0.039169820646382809 -0.074741929443227315 0.032717981459013896 -0.20084477744873405 0.0088773959641555485 -0.029855798217699271 -0.060785323890236026 0.038293737956634495 0.04389774084905626 0.040335160806050707 -0.057891007409771593 -0.12062530600914803 -0.10122301058737898 -0.038280007722007819 -0.031974837014962024 0.0056813479958578526 0.0050292774792822757 -0.0010493500889502442 -0.027179472913985061 -0.045704633534661789 0.076004515311669241 -0.12080885486558141 -0.022190788810893453 -0.089475858178287307 0.020245346020782817 0.0099820677658848563 -0.0087912902513342973 0.01027419032570556
leaf_weight=5.0674730718049004 2.5814408895621446 0.76018322404342953 0.28741715085925568 27.924519625687594 2.0393226090518515 4.8302433561930229 0.28873183671748925 1.9257357647038613 0.86343638959079072 15.49555782932009 0.36664519616170332 2.7645244166815219 0.28639314384782011 4.6633825875251196 9.6419142242284561 10.854504718216043 0.23954919367679472 0.88471027255581614 14.842322637554391 3.2286021842810433 1.3822133573121416 21.397286908651946 9.9890292838736041 2.0941300252525243 2.566120100029365 0.53795897335657894 0.89583446070901152 0.43482215057883877 1.461835029229406 1.0443364564052871 0.33209694971446913 5.5297811802156476 2.7650728676089784 11.456758499187345 0.3621828548130005 0.27588743111118663 0.36090449738549013 8.2205793245357182 0.63423480010533939 9.845497947666443 0.75960211405253986 72.614044314695093 6.9007710905570985 1.412813366132468 1.1256329541647576 0.18762748769950111 0.68795164427137923 0.099478965625166782 16.332696502496674 2.9304607371450428 64.443304446201182 3.2190094881425457
leaf_count=9195 300 206 63 6397 1824 726 87 1988 390 18655 91 3877 108 2139 2259 4091 42 260 5785 832 264 9245 3741 277 276 143 94 19 127 107 25 529 900 6343 126 20 27 5253 67 3143 879 36509 2158 424 228 10 185 10 8239 1752 40634 1274
internal_value=0 0.00351627 0.000913609 0.00780406 -0.00324675 0.0235596 0.0144473 -0.0219639 -0.0324512 -0.0240376 -0.013682 -0.00385223 -0.012124 0.0131281 0.0373353 -0.00305353 0.00406723 0.00606745 0.0149361 0.00106557 0.0402387 0.0182404 0.00964506 0.0295905 0.00819625 0.00173605 -0.0207594 -0.0377925 -0.0599008 0.0152449 -0.142919 0.0221262 0.0327385 0.0246575 0.0372435 -0.0286269 -0.013682 -0.0301525 0.0309932 0.0102337 -0.0463541 -0.0025333 0.000652738 0.0023455 -0.0168612 0.0169787 0.0314704 0.0614909 0.014259 -0.00824345 -0.00732849 0.0194654
internal_weight=0 313.527 277.51 104.47 173.04 36.0167 21.6993 48.6099 21.4265 16.359 27.1835 17.0371 13.9054 76.5452 14.3175 11.1409 15.4868 15.2473 71.8819 13.8343 6.21246 58.0476 24.8314 11.736 14.9585 12.3924 4.64609 3.76138 2.86555 7.74631 0.766919 7.20835 3.13172 33.2162 11.8189 2.09863 1.82274 10.1463 6.16402 10.6057 2.79892 170.241 102.291 93.29 9.00146 2.10069 1.91306 1.22511 20.676 4.34327 67.9497 3.50643
internal_count=182343 137795 132146 37957 94189 5649 2813 44548 28240 19045 16308 9067 8076 31560 2836 4199 1823 1781 29421 4181 990 25240 9526 2536 1694 1418 572 312 218 846 44 703 991 15714 6469 174 154 7241 596 3349 2703 91486 49515 46924 2591 433 423 238 10415 2176 41971 1337
shrinkage=0.1


Tree=46
num_leaves=53
num_cat=0
split_feature=3 3 2 4 4 14 12 6 2 2 16 15 3 12 10 10 3 4 2 4 8 14 7 3 14 14 16 7 16 15 12 16 12 6 3 12 8 9 14 3 15 6 15 6 10 15 15 14 14 12 4 6
split_gain=2.45464 0.962623 0.682451 0.7221 0.591405 0.529825 0.49529 0.48842 0.482674 0.452737 0.481133 0.393001 0.38065 0.33882 0.3373 0.333342 0.339963 0.370001 0.33043 0.350755 0.327251 0.448219 0.351795 0.330854 0.307579 0.30714 0.305265 0.303822 0.436993 0.385646 0.498081 0.522503 0.409546 0.458472 0.537493 0.405712 0.306112 0.302168 0.288378 0.341924 0.287201 0.286709 0.280796 0.280331 0.280196 0.279104 0.27698 0.276238 0.275627 0.274987 0.3672 0.315672
threshold=-0.018496292643249031 0.24014424381311986 0.013865428976714613 0.68618150553910418 -0.13046691274811825 -0.34664016009315979 3.2692673582373133 -0.019595493020937781 0.00030302132654469466 0.0034370997454971079 -0.10333690799068825 -0.097691659262934147 -0.50470731093082566 -0.20469524655890969 -0.0013845974930692024 0.0069157618766883646 -0.15522310370579359 1.1996611425229173 0.17844326794147494 1.2279152954333161 -0.013814270364191346 0.40280924865634499 0.015545563865257919 -0.92367505627044 -0.017924732583616845 -0.0011314105410369717 -0.24479445378975115 0.0043267526980211501 0.010987995042453324 -0.019641699213147946 -0.69808752973869648 -0.17747742959702484 1.8473847040523668 0.013987169713748178 -0.26006478257477278 1.969112707544318 -0.0083386411153640125 -1.0000000180025095e-35 -0.11506912671136603 -0.1173841361523955 0.0018639109453056299 -0.016335600251176894 0.01134191647400298 0.34039425972870069 -1.0000000180025095e-35 -0.16059912999062087 -0.26952482186862703 -0.257541024091058 -0.38320843697538304 0.64038271451184103 1.478612421773015 0.22185485323994422
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 6 3 8 5 -4 9 13 -1 42 -11 41 -7 -5 25 16 17 -13 -12 -20 -10 22 -22 -24 -16 -3 -14 29 36 35 -31 -32 -33 34 -34 -19 -29 -37 46 -40 44 45 49 -28 -30 -9 -15 -47 -35 -2 -51 -52
right_child=1 14 4 7 -6 12 -8 11 20 10 18 15 26 38 24 -17 -18 27 19 -21 21 -23 23 -25 -26 -27 43 28 40 30 31 32 33 48 -36 37 -38 -39 39 -41 -42 -43 -44 -45 -46 47 -48 -49 -50 50 51 -53
leaf_value=0.043344916912540422 -0.017944070070767648 -0.022407698162862314 0.052055795396890009 -0.019452786260291968 -0.011301713097037485 0.025799929726114963 -0.041917165059646967 -0.13139933528040867 0.0031340855477115822 -0.023889908658532973 -0.0010194850219238155 0.0092822065482973583 0.043569515640252195 0.12312303234345555 0.015577732447465227 0.055191743455334168 0.017509648886244338 0.028909362404652694 -0.023141457644036301 0.003369904692980655 0.027425131746194011 0.13726917918738174 0.090412785814367555 -0.0044221918110215388 -0.024984778609643175 -0.063688376157259571 0.0019215981224679883 -0.029087265466513454 -0.015155634908648671 0.082280240363919052 0.056191715869487707 -0.071586420418909322 0.050826313227226583 0.049616396472757784 -0.1075944852294874 0.0031043880876359259 0.052211652855584038 -0.10519571656094243 0.015870278429331679 -0.049816866855903981 0.006551348468305654 -0.014404810041739401 0.031679856434193451 -0.036224217198455116 -0.16482288131842954 -0.13004817376066483 0.027560619927836896 0.0085410842881911246 -0.094795395418927508 0.053484158069938108 -0.0025226531464524167 -0.17512195841185296
leaf_weight=8.4768456931842575 3.6094454635231141 3.2486617520935397 2.4015995830395687 2.1450518265774035 27.091031566319089 7.419349273255647 3.7087205316656755 0.44812683790223673 11.87798729950009 14.3993710366326 73.354405589121484 9.5188326730076387 1.6866432343849727 0.29480124649126516 2.1235270156667019 1.1386691997904552 8.5668623428282462 2.1058188805036475 15.735915732463242 7.2984170362215073 22.444906506062473 0.32119057823729136 0.37330034335900553 6.2295779115192991 14.982143309177326 4.111919408968336 57.531959991546387 0.6046490940570951 0.23012419123551808 0.31056327566329756 0.4667219863331401 3.8944106933922749 1.0722746686224127 0.14711490308400244 0.24937200640852109 0.54978365510760341 1.8358196628978469 0.46559366377186939 3.2681333756736421 1.0267136975126021 0.52364017110085115 3.7875364723167868 5.0366444240171404 1.9756731475272307 0.26702157367253654 0.18168655782938004 12.894932229253753 0.50986946769990005 0.77498673633817805 1.6365916941213074 0.92446140595711745 0.10216717695584521
leaf_count=3046 1595 2799 592 1052 17125 2114 1604 44 4287 9961 42461 1648 549 42 2169 202 2074 233 21157 3635 11837 47 111 2524 14838 3853 20547 89 30 50 67 419 120 13 22 73 175 36 1032 489 65 823 2106 811 21 13 2773 63 100 805 239 8
internal_value=0 -0.00953336 0.00728898 0.0128115 0.00126439 0.00605975 -0.00600178 0.00515504 0.0216265 -0.00490496 -0.00685097 -0.00151393 0.00443687 0.017936 -0.0276755 0.00245552 0.000524576 -0.00580584 -0.00430165 -0.0147452 0.0171464 0.0228083 0.0214603 0.00116544 -0.0199384 -0.0455656 0.00184009 -0.0164443 0.00906926 -0.0252434 -0.0383846 -0.0442618 -0.0520387 -0.0178172 0.0199142 0.00392461 0.0320051 -0.0475018 0.0225379 2.81125e-05 -0.0453782 -0.0277905 0.0141395 0.000644811 -0.0984295 -0.0713801 0.0298577 -0.0301926 -0.0712579 6.26897e-06 0.0242923 -0.0223606
internal_weight=0 150.272 205.109 107.003 98.1063 71.0152 125.806 57.2791 49.7238 122.097 110.788 37.6495 68.6136 19.6296 24.4663 32.7223 31.5836 23.0167 96.3887 23.0343 41.247 29.369 29.0478 6.60288 17.1057 7.36058 61.1943 13.4979 3.46125 10.0366 6.91544 6.60488 6.13816 2.24375 1.32165 3.1212 2.44047 1.01538 17.4846 4.29485 1.02079 4.92722 11.3093 59.5076 0.497146 1.13968 13.1897 0.691556 0.922102 6.27267 2.66322 1.02663
internal_count=182588 107230 75358 33620 41738 24613 83571 11768 21852 81967 77214 6380 24021 5388 23659 5437 5235 3161 67253 24792 18806 14519 14472 2635 17007 6652 21907 1513 380 1133 791 741 674 255 142 342 264 109 4336 1521 116 943 4753 21358 51 120 2815 76 113 2647 1052 247
shrinkage=0.1


Tree=47
num_leaves=53
num_cat=0
split_feature=1 1 0 0 7 6 7 3 11 6 5 11 10 3 7 14 6 13 6 6 11 5 5 8 1 8 9 14 7 5 14 14 1 7 8 7 14 1 10 10 9 9 6 5 11 8 1 6 5 3 6 8
split_gain=2.42805 0.937899 0.689135 0.601475 0.522259 0.506026 0.493914 0.44665 0.413119 0.37636 0.338984 0.628066 0.349652 0.423034 0.335585 0.330604 0.323954 0.351162 0.321603 0.530504 0.323606 0.678208 0.415868 0.293702 0.283794 0.279359 0.515759 0.450241 0.410499 0.314018 0.301297 0.32203 0.278372 0.275468 0.272045 0.381946 0.379826 0.464417 0.295981 0.294025 0.425364 0.418958 0.270923 0.269569 0.268732 0.257546 0.255684 0.373196 0.358978 0.389797 0.311839 0.29084
threshold=0.085259571671485915 0.0086386380717158335 9.6123869298025979e-05 0.0054744889494031676 -0.02814884751207997 -0.022662918179322197 0.00656984581894715 0.24014424381311986 -0.0056369919336363193 -0.02194387578606832 0.17083861071787662 0.0049791578103759856 0.0057345210400725627 -0.11022351449355482 0.003020165796057339 -0.58224263235058837 -0.43112096726273047 0.3282728982944243 -0.025788801457838802 -0.016335600251176894 -0.0019687754195206004 -0.19524321132532577 0.22752792689316911 0.030581126582879658 0.077266935259103789 0.0016835979450196283 0.001486034028573112 -0.019070764962426049 -0.015619491590124194 -0.20046368979571835 -0.1897406405911953 -0.24181336989846805 0.00037899921881034976 0.003479578935598427 -0.0046148047895342636 0.02533411572591808 -0.19424676051599063 0.99742636084556591 -0.07111817081744555 0.0031680912967471842 0.020199870993517968 0.058542000812145639 0.17705278212784972 -0.22608709684054792 0.00052640801000975975 0.013746609502163849 0.89032265543937694 0.19486835207031675 -0.024959531759713268 -0.66730781440219278 -0.23675066118304941 -0.0010442510815002561
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 18 5 4 -3 -2 14 15 43 -8 -10 45 -13 -14 25 -4 -17 34 23 -20 21 -21 -22 -1 -6 26 27 29 -28 -7 31 -30 -24 -16 36 39 37 38 -18 40 -36 44 -34 -5 -41 -12 47 48 49 -19 51 -50
right_child=2 3 7 8 24 6 9 -9 10 -11 11 12 13 -15 33 16 17 46 19 20 22 -23 32 -25 -26 -27 28 -29 30 -31 -32 -33 42 -35 35 -37 -38 -39 -40 41 -42 -43 -44 -45 -46 -47 -48 -49 50 -51 -52 -53
leaf_value=-0.038117151179389665 0.049254440686237438 0.063350304626881238 0.034779889444191171 0.0050905041150042319 0.012375803377433927 -0.099618512333910988 -0.099198642375894527 -0.027821899794593048 -0.0092165918534813148 0.06923899908342139 -0.0085752459743518149 0.0091690522018552222 0.10883681228422633 0.029883280793570555 -0.13115361610547072 -0.07585733351014011 -0.06013944495523102 -0.069513160401012949 0.020937361895736223 0.08151251391409349 -0.044207019013307113 -0.028439683300444912 -0.028254871652794129 0.0044315056328870775 -0.042420885854668751 0.044106707773486305 0.058653203961242628 -0.091338267933282327 -0.060763287923013991 0.040594479929263176 -0.022095374290799403 -0.20859728845375722 -0.061693252151176006 -0.019285492191318306 0.005695528474088953 -0.010529602270253293 -0.0056800757699990269 -0.055707246693996931 0.017212077418619527 0.041802561259905523 0.037416525031905276 -0.10452987946781551 0.012483689586508827 -0.024874705066613406 0.0100753101874946 0.028385808825667904 0.031815767153992189 -0.018347686833822287 0.025880438728156454 0.01018084381520689 0.045792899816443848 -0.079529111322715285
leaf_weight=14.049233365372855 6.4734758333552262 1.9379276883119008 4.1056651343205877 3.636518287563379 10.334405040771797 0.15309237284236621 0.1276558570098133 3.7910631285067202 48.910142200425071 1.8344330973195606 22.013465870130862 6.7841879158768261 0.83489165753053374 3.4555778898575227 0.2782938422024015 0.46322343861538584 0.49230304156663507 0.68235227262994058 3.5207385993198868 0.89248880762534133 7.1862695350706671 1.4467699936517444 5.5939450993600968 1.8299085476601238 1.0228897422821308 1.7621268332513862 0.26381393941119302 0.3093812769802734 0.38240469766606111 2.720043845201872 0.56580977147677902 0.24679341375303909 0.53637533219989553 0.89160759031801717 58.109648661382494 9.5828889809963567 43.123343532483659 0.96227958982853934 17.337232344136055 6.3310410116500826 4.5425908464258091 0.22528012738621406 4.4164364808239043 17.048739659237071 4.6314698973146733 2.0445105518842857 8.2708455865176784 3.5528444922019835 0.69780933712172555 4.9658557383736479 5.0297900442637937 0.3958403067445031
leaf_count=16446 941 307 1022 2071 3493 34 11 2677 38443 206 9957 3007 149 1633 19 160 127 264 1495 652 11336 1509 2073 987 315 186 24 36 42 240 58 11 857 90 26950 3433 18236 323 5118 2830 1256 55 2192 8488 2299 1025 2912 1006 206 3068 2206 107
internal_value=0 -0.00887339 0.00785223 -0.00440912 0.0156134 0.0277114 0.0130223 0.00605645 -0.00695318 0.057496 -0.0038353 0.00365717 0.023344 0.0456288 0.00139367 0.00679944 0.00611774 0.00635039 -0.0222138 -0.0147907 -0.0210703 0.0138053 -0.0256801 -0.0332144 0.00738258 0.010422 -0.00248492 0.0200818 -0.0513683 0.0325625 -0.0761557 -0.122846 -0.0130038 -0.0474455 0.00451212 0.00823874 -0.000509945 0.0113487 0.0150191 0.0106764 0.00800531 0.0255986 0.00426058 -0.0196069 0.028436 -0.00541575 0.0176616 0.00999474 0.0185635 0.000367147 0.0352985 -0.0129271
internal_weight=0 157.495 193.302 118.023 13.2952 16.0089 9.53546 177.293 104.728 1.96209 84.0428 35.1326 11.0747 4.29047 7.57337 173.502 169.397 168.933 39.4722 23.593 20.0723 2.33926 17.733 15.8791 11.3573 6.40347 4.64134 3.18252 1.45882 2.87314 1.19501 0.629198 10.5468 1.1699 145.338 83.4229 61.9152 18.7918 17.8295 73.84 62.6522 11.1878 4.95281 20.6853 10.9625 24.058 23.5953 15.3245 11.7716 5.64821 6.12344 1.09365
internal_count=182588 106435 76153 68888 4115 1898 957 74255 64773 217 54214 15771 4789 1782 740 71578 70556 70396 37547 20114 18619 2161 16458 17433 3808 631 445 310 135 274 111 53 5122 109 60627 36823 23804 5568 5245 33390 28206 5184 3049 10559 5129 10982 9769 6857 5851 3332 2519 313
shrinkage=0.1


Tree=48
num_leaves=53
num_cat=0
split_feature=3 1 0 13 4 0 7 5 13 8 10 10 13 5 2 5 1 1 2 8 1 13 1 4 10 1 3 3 7 14 5 13 8 8 5 14 13 10 2 7 16 14 4 7 8 1 7 8 10 13 5 16
split_gain=1.99851 0.792047 0.730559 0.511173 0.502026 0.473881 0.45376 0.441823 0.421815 0.417692 0.570935 0.450228 0.407481 0.393682 0.442648 0.615859 0.629805 0.395106 0.386331 0.377302 0.44259 0.372054 0.369405 0.579927 0.381786 0.36866 0.367775 0.431929 0.418203 0.371889 0.359894 0.50859 0.354886 0.352472 0.334858 0.50333 0.365737 0.331368 0.325344 0.321049 0.322795 0.423765 0.35956 0.356011 0.319751 0.318639 0.332505 0.303158 0.39615 0.359804 0.296189 0.315791
threshold=-0.084976144134998308 0.051961878314614303 0.018060483038425449 0.49715602299575168 0.56944655202640215 0.00095477624563500296 0.011609239645169816 -0.3931294724816945 -0.42564363106704567 -0.0077769288133300099 -0.096001346006287083 0.011117028748236236 0.083730073684963421 -0.038664411171241191 8.8476649580115935e-06 -0.037908233087746553 0.99873447418212902 0.99873447418212902 0.01168815838173032 0.0025511260087525112 0.9609280824661256 -0.15474694960706772 0.55265015363693248 0.32751105648362089 -0.011883613401683125 0.97813254594802868 -0.40535468328744167 -0.16043135710060594 0.00085995532647148301 0.004696816600620859 0.26696845927182639 0.3282728982944243 -0.012152447222679077 -0.0069413927221853413 0.19907560433711877 0.064268136094277686 0.08156861648270182 -0.027425831919454902 0.021125951781868938 -0.030759067783646666 0.12590927187290579 0.046471930692217563 0.6576651433769608 0.0072145275160818674 -0.013814270364191346 0.99601411819458019 -0.04057225365763286 -0.01158308603462248 -0.013247951520462835 -0.025483019967096156 -0.57301615025126551 0.025826396075669996
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 6 -2 34 12 18 45 -11 22 37 17 26 16 19 -6 -9 20 -16 -8 -12 -24 -25 -26 47 28 33 -30 -17 -32 -29 -28 35 -1 -36 38 -3 50 41 42 43 -41 -45 46 -10 -15 -49 -50 -7 -52
right_child=1 7 3 -5 13 39 21 8 9 10 11 -13 -14 14 15 30 -18 -19 -20 -21 -22 -23 23 24 25 -27 27 32 29 -31 31 -33 -34 -35 36 -37 -38 -39 -40 40 -42 -43 -44 44 -46 -47 -48 48 49 -51 51 -53
leaf_value=0.029108116043333743 0.053035754380253333 -0.12296488383464942 -0.0022031714760082032 0.045048984798104076 0.049531397758222427 0.12878834780935419 0.04535715683963399 0.065164240460473366 0.023322977313279064 -0.11798860763965072 0.00052687595668627057 0.029955385653279987 -0.053160447000546333 0.087519054658887832 -0.012879836910216564 0.025634279911050762 0.10432860816696937 -0.068791621014294396 -0.055660372141412562 0.040769916012228402 -0.086790336040286381 -0.00043000098149305978 0.045031908477226767 -0.037878823647619936 -0.0090057641950726398 0.03465542457418453 -0.042740877570821179 -0.048374121106224625 -0.092474546303256577 0.048886691797026073 -0.010107021259330225 0.043625939744050407 0.06119158484927284 0.045646271778556284 0.029000825507276135 -0.016067805997449166 0.082305540554300449 0.01512074051660868 0.0039269545406480462 -0.021596833371223683 0.0014987782208855304 -0.024551095783893112 0.010294289915478535 -0.042681386169084685 0.012249878742617229 0.039318808688030414 -0.011912630786225136 -0.053890729469107182 -0.0088463099404910792 0.047251212085751573 -0.011657426925870309 0.02917910378659749
leaf_weight=24.369495128651128 1.0775099461679918 0.37796678485756308 46.154849297661258 2.3912591427761063 3.2440766638519558 0.17255029069201455 2.0996449681661042 0.28814939181211174 2.916573702446839 0.35064228019473276 54.803933577200496 7.5749979063002675 2.9181921621056972 0.90892386250197876 1.3010219215648247 5.6584959929969108 0.27348265191540111 0.29367728117358627 2.0645461274798436 0.41087280539795745 2.1609880672767758 10.966397877365122 5.2316082020041668 1.7826003923255473 3.783161752506202 3.9263835415431458 0.78784621774684627 0.36134791909717012 1.041083794494625 0.21414131089113642 14.450843209699089 1.9882135508232739 1.3716040339495501 1.008719328674488 3.0162940491536565 2.7325612198810623 2.2691108937106037 2.5898980372458018 0.41089356850716285 20.152552063402712 10.380564959071306 38.735790886182826 7.3315662925051575 1.2435933063916307 6.617285474912932 1.4139654382415745 30.821921894447655 0.54930783133022476 1.5058864589664152 4.6673712429474108 5.4263510432228923 2.8862760986567082
leaf_count=8931 328 65 20761 1184 2321 159 441 163 1179 68 29916 3437 1057 62 191 1694 19 126 1280 45 166 4117 3262 480 2100 1359 79 44 96 20 1731 219 118 87 910 1210 692 1274 168 19568 7634 34213 4599 537 3830 482 14065 41 105 285 4471 1925
internal_value=0 -0.00549581 0.00998137 0.000139829 0.015431 -0.0123831 0.0227216 -0.000154255 0.00126019 0.00213863 0.0062413 0.00683305 -0.0259081 0.00757179 0.00464103 -0.0027208 -0.0379992 0.0394173 -0.0404883 -0.048476 -0.0592204 0.00697886 0.00430695 0.0183595 0.00360286 0.0132587 0.0201834 -0.00155624 -0.0241579 -0.0680159 0.00392378 -0.00356862 0.0380888 0.00684733 0.0290654 0.0245458 0.0520826 -0.00221718 -0.0582271 -0.0131514 -0.015014 -0.0173276 -0.00940287 -0.0145612 0.00348382 -0.00689959 -0.00885607 0.0337858 0.0263113 0.0335807 0.00538159 0.00255335
internal_weight=0 215.279 136.198 48.5461 87.6514 94.024 45.4535 121.255 114.958 112.606 77.4533 77.1027 6.29695 42.1979 38.6602 26.2439 4.14637 3.53775 2.3527 3.87288 3.46201 13.066 69.5277 14.7238 9.49215 7.70955 12.4162 4.78474 3.05179 1.25523 22.0976 16.4391 1.73295 1.79657 32.3875 27.1021 5.2854 3.37876 0.78886 92.9465 84.4614 74.0808 35.345 28.0134 7.86088 35.1525 33.7385 7.63149 6.72257 6.17326 8.48518 8.31263
internal_count=183314 137619 45695 21945 23750 77264 16301 60355 57791 56348 40622 40554 2564 7449 5002 4065 421 2447 1443 402 357 4558 37117 7201 3939 3459 937 444 282 116 3644 1950 162 166 11743 10141 1602 1507 233 76936 70381 62747 28534 23935 4367 15726 15244 493 431 390 6555 6396
shrinkage=0.1


Tree=49
num_leaves=53
num_cat=0
split_feature=1 0 15 0 9 15 6 9 0 14 14 10 4 7 5 15 10 9 15 10 0 0 4 4 6 6 10 5 1 14 15 14 5 9 6 0 7 7 16 15 7 15 4 5 10 7 5 16 16 14 12 14
split_gain=1.95435 0.664401 0.628088 0.733306 0.44121 0.410861 0.364833 0.415287 0.357993 0.3923 0.912525 0.379878 0.429135 0.349649 0.374819 0.346939 0.346219 0.471085 0.340475 0.384192 0.33804 0.977058 0.33724 0.335514 0.310586 0.295934 0.29155 0.282448 0.280023 0.291459 0.277866 0.333734 0.270548 0.316692 0.264759 0.264295 0.262353 0.259775 0.265189 0.252922 0.313252 0.249979 0.246064 0.344325 0.271506 0.264272 0.426993 0.272748 0.239504 0.238493 0.238357 0.2375
threshold=0.066197928041219725 0.015138659160584213 0.05656135518709788 0.0024314243346452717 -0.019929721442722547 -0.037837387405430328 -0.065634821850583253 0.028788630209062856 0.097731139510869994 0.059648938985657325 0.061191059071691971 -0.0003020918933695824 1.2669528230920488 0.00207306160351016 0.46400632175970818 -0.2305117362737287 0.010560914837191886 0.068087014052213873 -0.10381492184968122 0.0012007780976815634 0.41893354058265692 0.43446987867355352 1.4479182887617477 -0.89745856025665172 0.22634471118312163 -0.31484161000834332 -0.051839446436366211 0.2601712557127358 0.99676865339279186 0.061191059071691971 -0.24748991104576976 -0.1809560620284921 0.10243870206710441 -0.013445595161964525 -0.23226563717619667 1.9206498109269891e-05 -0.0040071796691789679 0.10628344250342235 -0.044797145179900195 -0.29848941320770223 0.014306046295447824 0.23327406687834204 -0.87990079864011694 -0.51037141035064326 0.0083099214234163988 0.068796478532022601 0.35776434765640963 -0.18370141538109483 -0.027333070650745844 -0.15456522293151639 -1.4082305264355739 -0.40485072173455755
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 -4 5 -3 13 18 42 -10 -11 -12 -13 14 35 -9 20 30 -8 22 -6 27 28 25 -25 26 -5 -22 29 41 36 -32 -27 -34 -15 -2 -18 -7 -39 -36 48 -20 45 44 -44 47 50 -1 -41 -26 -47 -24
right_child=1 4 3 23 16 37 7 15 9 10 11 12 -14 34 -16 -17 17 -19 19 -21 21 -23 51 24 49 32 -28 -29 -30 -31 31 -33 33 -35 39 -37 -38 38 -40 40 -42 -43 43 -45 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=-0.042142211467015127 0.075410756999191822 -0.042921657840774008 0.054049625238863447 0.15665999881518308 0.00024832703793514196 0.0047071857908346027 -0.012833718275508752 -0.044509321055938404 -0.0094189637533555921 -0.15308328840535093 -0.054822520745594086 -0.033670696446722798 0.0020740374532674422 -0.005635730224744207 -0.0080600630843026006 0.037532404323691593 -0.083311743071664585 -0.056122561372702696 0.0049869982169123573 0.027293497916780846 0.030120927593807769 0.0036654894501059543 0.077735045072684958 -0.014423991970352346 0.077816997785996822 0.028298367429554674 0.033460370003422543 0.18476823867405118 0.035834862436009154 -0.044062726859071859 0.069921807428340518 0.020221444503126143 -0.049639012543834821 0.0040834014093696766 0.1158818246099038 0.031158915712079151 0.026182289227481538 0.066523694396509722 -0.1153137975499241 0.062853523803370823 -0.0041298146643792416 0.05984640437807446 0.070272335273109263 -0.014956899046342592 -0.042005833059778716 0.042702420944035674 0.054008747499489002 0.0082798526740065874 0.016315581154080192 0.0054332799472378256 -0.10581175308651342 -0.024295060591213391
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leaf_count=375 173 1602 648 17 49312 2176 2405 131 14438 164 3873 11523 2639 1771 287 1485 96 265 7213 2600 108 1928 44 18249 180 1568 527 24 609 384 534 4993 562 2238 62 5322 211 34 131 789 1161 239 264 29401 126 26 78 4843 1540 2988 153 805
internal_value=0 0.00635199 -0.00914718 0.000967159 0.00153483 -0.0188092 0.0127109 0.00798444 -0.0139172 -0.0222655 -0.0316728 -0.027633 -0.0199066 0.0209739 0.0299642 0.0309692 0.00329137 0.0181553 0.00494592 0.00858621 0.00124147 0.0353189 0.00387905 -0.00234181 -0.00867626 0.0111276 0.0512104 0.144552 0.00798172 0.00459642 0.0227386 0.0266198 0.00524901 -0.00542069 0.00952137 0.0351335 -0.0321028 -0.00144105 -0.0750975 0.0211714 0.0179746 0.00685032 -0.00906497 -0.0133701 0.0415651 0.0011446 -0.0458651 0.00452257 0.0352035 0.0115113 -0.0834723 -0.0196576
internal_weight=0 216.893 130.164 41.7182 123.419 9.79569 93.4742 59.484 88.446 32.4873 18.7392 18.1567 14.1626 33.9902 19.0261 6.92655 113.623 13.754 52.5574 43.6329 99.8694 2.81092 34.8781 39.2861 26.7243 12.5618 1.58933 0.617438 29.7108 26.5093 12.9662 12.1176 10.9724 7.50964 14.9641 16.7503 0.848534 5.70503 0.42432 8.45697 8.20108 25.3502 55.9587 39.3572 1.09246 16.6015 1.09812 15.5034 4.60295 5.91867 0.799835 5.16727
internal_count=183314 88434 94880 26977 61414 3943 27020 15915 67903 32637 18199 18035 14162 11105 5782 1616 57471 6099 14299 11894 51372 2060 9294 26329 21417 4912 544 132 8445 7836 5834 5527 4368 2800 5323 5495 307 2341 165 3552 3490 7452 35266 29791 390 5475 257 5218 2329 3168 179 849
shrinkage=0.1


Tree=50
num_leaves=53
num_cat=0
split_feature=2 3 4 0 13 6 14 7 15 13 5 4 2 6 8 5 2 4 3 5 0 13 8 13 13 7 5 7 7 6 3 7 11 4 13 6 13 14 11 14 13 14 3 13 7 14 15 11 8 6 8 14
split_gain=2.36925 1.01494 0.743524 0.552235 0.522223 0.592454 0.615854 0.512151 0.484195 0.482386 0.461377 0.41502 0.492333 0.413151 0.483307 0.415797 0.390088 0.373725 0.457488 0.361395 0.420902 0.350409 0.337827 0.327029 0.318875 0.305192 0.320854 0.30092 0.300279 0.298465 0.371613 0.293049 0.291349 0.357353 0.277139 0.397534 0.262937 0.262355 0.257493 0.255205 0.255165 0.260686 0.25211 0.250965 0.327155 0.359308 0.349081 0.347076 0.413327 0.349904 0.333397 0.299325
threshold=0.0043249926529824742 0.26040027989074593 1.3084700161966323 0.0029663216555491094 -0.061712396005562158 0.25208933739537648 0.09983303828488059 0.012833533619004118 0.11155700562906212 -0.38591484234925594 -0.21442719203200994 -0.58372178196589075 0.00086024080519564461 -0.35299092965499163 -0.0027497674735783169 -0.1213591945407934 1.8110275959770664e-05 0.68618774321038345 -0.0020935572683811183 0.35776434765640963 0.00095477624563500296 -0.15166857811404166 -0.0021607012652414418 0.16311028451002754 -0.13701744491111728 -0.0043845405314416148 -0.35980285801158823 -0.017017544100146012 -0.032349827656952664 -0.40403849468476188 -0.016548758547287431 -0.067044715865504631 0.0001015129969845735 0.70919976675903029 -0.52150537911929529 0.2483601803409147 -0.061712396005562158 -0.087187518747893433 -0.10081818526521412 0.030701579908568196 0.15992717848551932 -0.076727077464250046 -0.20618219487369058 -0.013584748188211202 0.00096164776859354855 -0.062220179029047279 0.10305282608942191 -0.011152829165837907 -0.0075977900905812501 -0.20261172946171538 -0.0014967972920648756 -0.16498730887041352
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 38 9 4 5 17 13 -9 -10 16 22 12 19 15 -16 28 27 32 -20 20 -22 24 29 -25 -26 -27 -28 -29 -30 34 -32 -33 -34 -35 -36 -37 43 -39 39 -41 41 -43 -44 44 45 50 -48 48 -50 -51 -52 -53
leaf_value=0.062196295946207916 0.03162497397117546 0.11540046293641565 -0.13442568459605769 0.047272055764247665 0.0027345446430604098 -0.024992417958699789 -0.098711420918783932 -0.0022044168422803447 0.04585851319131995 0.088319748609563306 0.028669131170206058 0.030834210384580965 0.016031144662311658 -0.029665420369654968 0.008941579494758314 -0.047117278903619844 -0.052208500831015997 -0.21601172176459882 0.0077709895707292961 -0.12066221197489213 -0.0084523917410053752 -0.13840564653102824 0.10212157727038158 0.015194367680475038 -0.0033611151472501678 -0.008403835886589564 0.00044279461570111139 -0.00072296650621369446 0.0029161544391260764 -0.055423851480635944 -0.049931559819001388 -0.029078220864482519 -0.0030041179612838413 -0.0037333555691896935 -0.0087050217003551561 0.075666355523244175 -0.094123175022550687 -0.026474829287048952 -0.010226279096279951 -0.034308103134393843 -0.126601515416011 -0.0077261557931493892 -0.08383751302517084 0.044268906276120547 -0.081735881515435316 -0.012341411122219674 -0.023713942452394832 -0.12932917760689597 -0.017867127279180783 0.019836957449873668 0.081481971889254268 0.0079346578377046222
leaf_weight=2.8953750828095499 3.4555160847266952 0.11102571367701131 0.23410212137969111 2.7751824971765018 66.223163511539269 10.261253422721897 1.0844484186054613 7.7253606775229846 3.8774996319662014 0.88392264681169763 0.91142091533220337 28.163017616769139 11.602306624355263 6.5774995835618055 0.66653659758958639 1.2696272298253557 1.174327025815727 0.16385082184569899 7.2692516836359582 0.3682409804896446 2.5276002059290477 0.16124173610478276 0.48220656207195134 26.468151643462079 7.9058002362526167 6.7742423537165433 3.0736935624299804 23.876240852776395 17.586515751293739 2.3217987576963419 0.22403881708305462 17.564291562996004 0.81224801104690403 0.49468799653550366 35.849357560505496 0.24140067969892687 0.4377445112913847 0.24665273865684934 6.3949716358083633 14.232498935847728 0.2894030302632018 0.46842890462721598 1.0528022448270342 5.1505942442709021 0.36610821669455385 0.6265744447009638 0.87315778527408827 0.43541105958865944 1.2804418030136728 2.911643129598815 0.92427865200443438 0.77242743736132868
leaf_count=1044 873 81 29 1423 37577 3749 251 3874 984 95 568 9471 7457 5545 331 472 247 10 3615 43 636 58 78 13334 2906 5413 3014 5217 9860 2321 152 11868 418 276 25287 173 40 22 7128 14823 66 254 187 508 56 67 88 41 130 319 77 72
internal_value=0 -0.00483461 0.0138553 -0.00289329 -0.00422853 -0.000712716 0.00193387 0.0215996 0.015377 0.00358426 -0.0112709 0.0256355 0.0231295 -0.0113089 -0.0580506 -0.00805306 0.00445159 -0.0166208 -0.0114125 0.00814368 -0.0233638 0.00506523 -0.015065 0.00578763 -0.00635569 0.00603697 0.0227375 -0.00317147 -0.000493495 -0.00979416 0.0538453 -0.0262049 -0.0524714 -0.0756803 -0.0109883 -0.0426462 0.0172488 0.0632536 -0.0259985 -0.0268573 0.00206746 -0.0549652 -0.104464 0.013398 0.0175935 0.00209714 0.0343743 -0.0109823 -0.0471771 0.00811594 0.0438623 -0.0298016
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internal_count=182628 153095 29533 131063 126242 75945 67690 22525 4821 7008 50297 18651 17607 16459 582 15877 6979 8255 7364 8136 679 3837 40447 51231 2964 9850 4437 5464 10332 28011 230 12436 891 473 27781 2494 1515 117 22032 21951 37897 320 197 1398 1286 690 596 546 171 375 144 112
shrinkage=0.1


Tree=51
num_leaves=53
num_cat=0
split_feature=0 14 13 0 9 5 7 13 15 4 16 13 4 11 10 0 0 0 12 9 4 10 4 14 7 15 4 4 13 5 16 12 13 11 7 10 16 13 5 4 7 9 14 13 16 0 11 11 5 16 15 10
split_gain=1.71343 0.636407 0.865426 0.486604 0.41518 0.372048 0.364277 0.338762 0.331746 0.389492 0.324578 0.366351 0.353801 0.298482 0.333991 0.396168 0.299406 0.274792 0.392652 0.266977 0.28717 0.265931 0.258366 0.312606 0.296051 0.307287 0.31619 0.290872 0.278932 0.254406 0.253168 0.306647 0.272105 0.251761 0.249067 0.240716 0.245985 0.336483 0.667118 0.43311 0.350976 0.32573 0.322114 0.275266 0.435283 0.387558 0.241976 0.56081 0.237304 0.235393 0.231581 0.252666
threshold=0.018516391515731815 0.12270430249992957 0.13691911157318967 1.9206498109269891e-05 -0.030155520173787691 -0.3931294724816945 0.0025840700731475899 0.42672575776661498 -0.10169197202699919 -1.3635800963454103 0.025826396075669996 -0.2079257489950829 1.4165232359453126 -0.10081818526521412 0.074464601904627753 0.06567114964127542 0.30432710051536566 0.0011334373848512771 2.7887623195650253 0.023207507721939243 -0.46265756618888115 0.00030071582288720587 1.3582557397339372 -0.28449400809726316 0.050965747577088258 0.039539892717444812 -0.48016074765787925 -0.6793070847420184 0.31222452612625212 0.72507360347951033 -0.084706863819214148 2.7276914895077593 -0.087613515557471794 -0.01764393588559918 0.0040700485303542585 -0.026039581498310708 -0.023732996240364301 0.030559288791390894 -0.35980285801158823 1.4439149493576366 -0.0087102813642801011 0.023207507721939243 0.22704456577175106 -0.31086098805549384 -0.058285416790558403 0.00015680849901400509 -0.013233706908787736 -0.012337972955660999 -0.018903635042432521 -0.1277904110630447 0.036244219670009681 0.061813994604154439
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 30 -3 34 7 35 29 -10 19 12 -12 -6 16 -16 -15 18 -11 50 -21 -20 24 28 -7 27 -27 -26 -24 -8 31 49 -32 -30 -4 -5 37 38 41 46 -39 -37 -38 -41 -45 -46 -40 -48 -29 -1 -2 -52
right_child=1 4 5 6 13 22 8 -9 9 17 11 -13 -14 14 15 -17 -18 -19 21 20 -22 -23 23 -25 25 26 -28 48 33 -31 32 -33 -34 -35 -36 36 42 40 39 43 -42 -43 -44 44 45 -47 47 -49 -50 -51 51 -53
leaf_value=0.0015921032816393677 -0.015893809947142439 -0.045610800973874127 0.0052341975686518672 0.031768477056731213 0.11024300923878375 0.017983169087994449 -0.016165203962028123 0.040545849471085929 0.047888382438722558 0.02551662820954256 -0.02643758113345869 0.0039655220417611926 0.045298497215794015 -0.0070980734796999428 -0.12580208235151177 0.012539681194195282 -0.030398262516023997 -0.0013960043919503875 -0.058272700592587191 -0.0086092067327072919 0.031284889876186772 0.034408016526969662 0.045521656908261467 -0.02624119796915101 -0.030044006820642118 -0.001435506950863174 -0.10738722524031397 -0.043190931815338021 -0.056830070055268522 0.061921355038550785 0.064488913881860357 0.13998339657923287 0.010503558628410554 0.05234904357909153 -0.057288521915876411 0.087509647131425311 0.017218010285147928 -0.016393746251084453 0.046685068542895308 -0.14259387051486397 0.022287720864245214 -0.023772902561181947 -0.064424602251437244 -0.00089536979795472077 -0.16124063289912172 -0.041644943863544309 -0.14947944921868778 -0.0057956874273452719 0.088737624703899037 0.085551354655146961 -0.005160864711461534 0.12551785985775565
leaf_weight=0.6714588706527137 51.041594440220024 4.3923194728376975 1.2187618739990278 5.2379517303270395 0.17806903946620778 32.193074012366537 10.861469436645617 4.2326447878313038 2.1072303386099511 8.9396707282994594 7.1493399004812082 39.965690703426276 0.74447389996385016 25.965582163168278 0.5380625600082557 0.32518961330060847 6.9908750638060146 27.257486918388054 1.0088935939165811 4.3434799262649904 3.0621561051002564 0.42956911555666 1.5661751737352463 3.5151744670656617 0.75978321135335136 0.54392756742527126 0.56764906468742971 0.16745334666484268 0.65418846557440702 0.41681587754283178 1.235845481198339 0.43394801625981916 3.6967107100317653 0.29207021724141657 1.3113540446156546 0.96676193686289369 27.911467447914795 3.0177493856735955 0.78729491460126055 0.27507465865346636 10.348341833904668 0.35018704150570557 0.47485091964381254 1.381216952533578 0.40038434462621675 0.82345697509299498 0.26394840109059892 7.7893404547025975 0.55128153172699901 0.64805005475864152 26.917998675717175 0.13120019008056161
leaf_count=63 37255 2968 498 1247 73 17915 3936 1364 541 2228 6556 22870 389 19820 82 221 7398 12264 164 1786 1608 71 334 1131 199 179 238 78 129 64 146 14 458 79 543 260 9841 912 307 31 3437 74 285 265 21 141 50 3467 284 64 18221 59
internal_value=0 -0.00506551 -0.00252931 0.00977083 -0.0167323 0.00974415 0.00824636 0.0132542 0.00193665 0.00623251 -0.00651896 7.51665e-05 -0.0195864 -0.0129797 -0.0136855 -0.0744788 -0.0120542 0.00387889 0.017712 -0.0102095 0.00792166 -0.0305141 0.0120542 -0.00704279 0.0153654 -0.017073 -0.0563721 0.0127883 0.0198136 -0.0131874 0.0359655 0.0684635 0.0242107 -0.0227906 -0.0273431 0.0113185 0.00935391 0.00240368 -0.00902042 -0.016626 0.0135443 0.0579955 0.0158132 -0.0501794 -0.0395299 -0.0825019 -0.00561686 -0.0108206 0.0577029 0.0434102 -0.0119303 -0.00444583
internal_weight=0 215.087 176.697 121.968 38.3901 43.3409 115.282 64.2607 51.0211 39.7429 133.356 47.8595 7.89381 33.9978 33.8197 0.863252 32.9565 37.6356 10.3781 85.4964 7.40564 1.43846 40.8108 6.02761 34.7832 2.59009 1.11158 1.47852 2.51243 11.2783 6.68601 1.75346 4.93256 0.946259 2.53012 60.028 54.7901 26.4038 13.0377 11.7207 13.3661 1.31695 28.3863 2.88013 2.60506 1.22384 8.84058 8.05329 0.718735 1.31951 78.0908 27.0492
internal_count=182628 140913 110351 41715 30562 21607 40970 21702 19268 15268 88744 29815 6945 27594 27521 303 27218 14727 2463 58929 3394 235 20566 1673 18893 978 417 561 542 4000 745 141 604 208 1041 20338 19091 8965 4616 4282 4349 334 10126 458 427 162 3824 3517 362 127 55535 18280
shrinkage=0.1


Tree=52
num_leaves=53
num_cat=0
split_feature=1 9 13 2 0 8 2 0 13 16 16 8 10 0 8 10 15 0 1 0 0 8 16 12 1 13 2 7 9 1 16 7 16 5 9 8 9 8 5 1 7 8 12 9 15 8 10 10 7 10 12 2
split_gain=2.26959 0.686658 0.525862 0.456548 0.455994 0.380545 0.376286 0.365378 0.35891 0.345342 0.337292 0.319441 0.299794 0.323367 0.278952 0.261579 0.267308 0.260463 0.260057 0.253318 0.34475 0.339304 0.323846 0.300735 0.530098 0.247751 0.245016 0.328155 0.269134 0.387837 0.327726 0.244043 0.242464 0.283496 0.250528 0.239932 0.236335 0.278788 0.254173 0.232871 0.227557 0.223106 0.264961 0.21285 0.313739 0.370258 0.210025 0.344747 0.209864 0.20843 0.208199 0.235859
threshold=0.23287207633256915 0.022087275738578004 -0.31086098805549384 0.27203671634197241 0.79252007603645336 0.00042982775861618693 4.9472579121356837e-05 0.021476618945598606 0.34601063732100906 -0.011133312911047258 -0.074125021716293274 1.0000000180025095e-35 0.004998001354550044 9.6123869298025979e-05 -0.022233403441820298 0.033677602973402949 -0.095734598991847192 0.10654424503445627 0.21647194027900699 0.034572200849652297 0.0011334373848512771 -0.0037061090441340666 0.066680510083312536 2.2896155065745032 0.99318313598632824 -0.45870111287242499 3.6207500215823534e-06 0.011322817700566598 -0.001981693206173848 0.99676865339279186 -0.0071389087407839925 -0.0016874517133789019 -0.042728778562532592 -0.27354706618272068 0.0025305596871800146 -0.00051337307326377907 -0.016959955337086153 0.0028519328430000289 -0.11390465396505221 0.064268529415130629 -0.032349827656952664 -0.014619498681020617 3.0021245399854979 0.0020316568824908063 -0.16846881954859053 -0.051664176827523042 0.0030665623393013705 0.001422304225555199 -0.016034743256197168 0.0066048465917743701 3.3738722547214643 0.0024744312977418308
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 4 6 8 -1 14 11 18 -2 15 32 -14 -3 16 43 -12 -8 20 21 23 -21 46 -25 -9 27 28 29 41 -31 -23 33 -13 -34 49 38 39 -11 -38 -22 -18 -43 -4 45 -45 47 -10 -42 -5 51 -7
right_child=2 7 5 35 -6 50 9 25 19 36 17 12 13 -15 -16 -17 26 -19 -20 22 40 31 -24 24 -26 -27 -28 -29 -30 30 -32 -33 34 -35 -36 -37 37 -39 -40 -41 48 42 -44 44 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.057466306793961822 0.0016451349346098606 -2.7976600672635917e-05 -0.022142243207458417 -0.045269331018400083 -0.077955035873729997 0.0299111045233207 -0.011319010131221904 -0.043731081176704198 0.070099357311189811 -0.036828467456721185 0.08175436975795497 0.11948387403757979 -0.30747481831612972 -0.057822395097212521 0.035770806752992913 0.059173399255431081 0.13011978110282701 -0.040438135030195527 -0.061938477271524378 0.023883346820984738 0.096906390384132846 0.10153142587756628 0.088222205974633622 -0.087570593677630426 0.096748743477194629 0.0031015303239564423 0.0041403258784291847 -0.066573789034042638 0.059827042115241362 0.031118158249151037 -0.11435112653707116 -0.056256429094627775 0.039688614553827967 -0.081537557508602254 -0.059080094874714661 -0.014436741165837846 -0.012670453581180522 0.0067372072672268989 -0.0059022281339758198 0.0012457774937310456 -0.080696366227666461 0.042710110731784733 -0.082002045755378172 -0.091806688028064354 -0.016551690660386316 0.057084643833110106 0.11592167617439786 -0.088509037752926567 0.00065208415497227355 -0.011820159491683628 -0.015320358189215084 0.012135970259421447
leaf_weight=0.91034868960741633 0.99680081293627187 3.2258374207631277 6.6454533023811475 5.4551736691128081 0.86899450027158209 14.065066252068396 61.347912994588569 1.2453217157317329 0.86564117161469833 3.7945576084075574 2.0413316019203189 0.062076169255306013 0.060089068487286457 0.19123377130017616 6.6747604770089328 0.83248220416135055 0.20734562817960922 0.18017620122191136 1.0154471593186816 2.8298992312593323 0.21694987969385593 0.10451352065138053 1.0752894419747461 0.32789915149623983 0.2669715387692122 10.684394530428106 53.540777815052479 0.32057596370577801 2.2063871829304906 0.25014817039482296 0.36432582151610393 0.49194836640890383 0.79306229430585429 0.71498788588382933 0.3585771381331142 27.45240968048887 22.750743967688322 31.800156201046775 8.8031592893767066 25.476965797963203 0.31545837761950579 0.92663801327580608 0.19096033135429025 0.17239647528913327 2.3037857753752178 1.457140161226562 0.78455460943405331 0.14665571491059382 6.628162409683684 2.8481965569042131 1.7058052869106166 15.973970053560206
leaf_count=201 338 1020 2554 7185 726 3810 37737 897 197 1830 592 29 2 73 1619 272 18 96 475 1660 40 34 453 75 26 5341 21803 34 169 26 30 101 366 191 106 29466 13460 16845 3592 11759 83 89 19 52 862 477 131 28 2750 3947 330 8921
internal_value=0 -0.00685783 0.0102889 -0.00876377 -0.00643674 0.00919123 -0.00602934 0.00994439 0.00572299 -0.00640877 0.0500625 0.0028528 -0.0346852 -0.133724 0.0241274 0.00404013 0.00335593 0.071604 -0.0121605 0.0203235 0.011957 0.0403796 0.0419152 0.057128 -0.00444706 -0.00184445 0.00602233 0.0284781 0.0360783 0.00876548 -0.0559138 -0.0264914 -0.0206875 -0.0631889 0.00850948 -0.0189582 -0.00253467 -0.000529222 -0.0152559 -0.00532124 2.59529e-05 0.0391017 0.0204602 -0.0112506 0.00716782 0.0405203 0.0773587 0.0460015 -0.00323831 -0.033845 0.0185407 0.0204714
internal_weight=0 214.354 120.616 192.524 156.768 117.397 155.899 21.8303 85.6524 154.989 3.21831 71.5984 2.18003 0.251323 9.9006 69.4184 68.5859 2.22151 62.3634 14.0539 10.1488 2.98818 3.90519 2.39172 0.594871 11.9297 58.0072 4.46638 4.14581 1.93942 0.614474 0.596462 1.9287 0.777064 1.15164 35.7558 92.6256 80.0279 12.5977 48.2277 7.16057 1.32494 1.1176 10.5788 3.93332 1.62954 1.79685 1.0123 6.94362 8.30337 31.7448 30.039
internal_count=182937 136100 46837 127223 86625 45811 85899 8877 32750 85698 1026 27172 767 75 2639 26405 26133 688 38212 5578 3465 592 2113 457 101 6238 22188 385 351 182 56 135 692 220 472 40598 47486 42064 5422 25219 2873 126 108 3945 1391 529 356 225 2833 11132 13061 12731
shrinkage=0.1


Tree=53
num_leaves=53
num_cat=0
split_feature=1 4 2 5 1 2 4 5 4 7 14 11 0 6 4 3 16 11 11 7 5 6 1 1 2 5 2 1 16 3 14 5 7 14 4 16 14 5 15 7 7 1 7 16 6 7 4 15 11 4 6 4
split_gain=2.03958 0.686086 0.595288 0.479344 0.413072 0.408993 0.638773 0.514354 0.395896 0.584028 0.399504 0.383688 0.364269 0.360136 0.393901 0.345134 0.334885 0.332449 0.305368 0.30269 0.505367 0.278199 0.270416 0.364135 0.542406 0.381293 0.380915 0.300618 0.270011 0.513234 0.395349 0.317685 0.312813 0.293502 0.275986 0.266411 0.377499 0.257584 0.257506 0.252075 0.250288 0.247249 0.244057 0.243075 0.25837 0.239335 0.445965 0.35343 0.483933 0.339038 0.355609 0.254243
threshold=0.18307790905237201 -0.27162785356004143 0.0037219803780317311 -0.53393363086324508 0.0043154913000762471 0.0014405018882825973 1.1674866103388395 -0.035732376577205627 -1.1614503417449777 0.0079338285968706609 -0.257541024091058 -0.013757143688192789 0.8267369568347932 -0.029592189766561118 0.17802623894836062 -0.73536221217364062 -0.026432041235293639 -0.007863198493264752 -0.02448014080586771 -0.075857601903011954 0.25213121635841607 0.084165586763417746 0.62728336453437816 0.99426209926605236 3.6207500215823534e-06 -0.38049350494247985 6.7742330429609879e-05 0.95535138249397289 0.1288489757448027 0.017492457292973999 0.023010362776537834 0.5958596095223655 0.061148970316805905 0.021723614878493662 0.68618774321038345 -0.053612401392101931 -0.26579566708581809 -0.57301615025126551 0.13678416862054246 -0.024837330435444994 0.00048078574043159636 0.83280652761459362 0.00058065915074895593 0.10833204605214197 -0.0088662010884274726 -0.0017847127217211791 0.68291391882308805 -0.2305117362737287 0.011459365986051611 -1.5981698403584284 -0.43112096726273047 0.68618774321038345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 13 6 -3 22 9 -5 -10 -11 19 -4 18 -2 -12 -13 -15 20 21 -6 -8 24 -24 -25 27 41 32 30 31 33 37 34 -30 -29 -37 39 43 -21 -9 -26 -42 -16 -45 46 -39 48 -47 50 -49 -48
right_child=1 5 4 8 12 -7 7 40 10 11 16 17 -14 14 38 -17 -18 -19 -20 28 -22 -23 23 25 26 -27 -28 35 29 -31 -32 -33 -34 -35 -36 36 -38 45 -40 -41 42 -43 -44 44 -46 47 51 49 -50 -51 -52 -53
leaf_value=0.016244312908443203 0.066575764384247699 0.021859652262777907 -0.032975520194023063 0.033901652480376993 0.071628747993244521 -0.0026616649722255958 0.040528981214944554 0.018632964425996251 0.064045303418775096 0.064007136103476817 0.0065936863448581868 -0.19965440518575672 -0.061813267992661437 0.056199593627768274 -0.014358189720801951 -0.056120769451138697 0.03481300037698714 -0.056506835891792444 -0.048999535351566363 0.10718764802171057 -0.035629840964060251 0.014625786873491401 0.048503452880576531 -0.085459461412614957 -0.090487131591792391 0.013439057832890164 -0.024119656845161517 -0.14101897774991812 0.0017554720698230279 -0.022818000808779337 0.033921842556411771 0.093009836966073595 -0.031124046376157545 -0.17005938323881983 -0.099987545383485157 -0.16032850041049326 -0.0084767801177320686 -0.0157186816775183 0.039452891058073335 0.012059291314194897 -0.10326112052767594 0.040879917532044389 0.0012744118336418561 0.07982846285652373 0.0037933883980578453 -0.014588701154219993 0.051386410554710632 0.15487696070572785 -0.094022877586646431 -0.0034518613517505827 0.022748470376907186 0.00054641775091766756
leaf_weight=10.346054408336384 0.26908126298803825 27.333109877136849 11.59493472315876 1.2001719843392522 1.4361607369573897 39.52998909078724 0.70080226327263417 13.058846113432084 3.1192718568679032 0.17020333754771855 6.3082298855868073 0.21112304460257292 1.1596822301515874 0.28700747949915273 10.117445876943746 1.1579916583286856 12.655951606356654 0.64264069448108763 3.2301130949209691 0.32385340676410135 1.249455958076396 2.1117328843047289 0.59149193041957726 0.42737925145775113 0.23952536599244956 3.1284691838718572 2.3480984481593623 0.87773095319425931 7.6912706297553086 5.1128884632289546 5.869617300777235 0.33500695138354863 5.739449932545539 0.087410051448386983 0.25857277592876915 0.22476755685056571 0.51105537684634283 48.906162783760465 1.2884876070875169 1.5450419539847631 0.2091735818903534 0.30755457448321977 14.74805851077326 0.53971479892425156 2.2658737273195575 3.8898062818752797 1.453411140355455 0.22734553854388639 0.94062882497746603 69.349901080776931 1.264949180044822 2.9701144758582814
leaf_count=4686 49 9813 13503 273 474 23865 148 2430 1507 43 3188 17 1308 230 7165 385 5988 149 5560 136 680 897 60 52 32 613 597 67 2567 4056 2400 66 1996 16 92 14 73 36349 807 584 34 59 2541 240 1557 1668 391 22 239 40138 467 2646
internal_value=0 0.00896395 -0.00710061 0.0235808 -0.00836491 0.00535185 0.0102468 0.00174737 0.0268918 -0.0132342 0.0309404 -0.0681207 -0.00638579 -0.0192831 -0.0103041 -0.0324567 0.025441 -0.0952219 -0.040178 -0.00597924 0.0187186 0.0379398 -0.0185311 -0.0233851 -0.0404641 0.00119013 -0.0522787 -0.0824389 -0.00674094 0.00431003 0.0140652 0.000102231 -0.00830698 -0.00396503 -0.00176727 -0.103974 -0.057523 -0.00730227 -0.00287023 0.0293897 0.00852739 -0.0176633 -0.000307106 -0.00713795 0.0188267 -0.00783777 -0.0129678 -0.00422028 -0.030342 -0.00243206 0.044448 0.017388
internal_weight=0 129.971 201.592 25.7347 191.246 104.236 64.7061 37.373 24.3076 2.22414 22.0835 1.02397 161.922 29.3236 17.7286 1.42707 18.9642 0.853764 3.51712 160.763 4.79735 3.54789 9.35687 8.65607 5.10022 3.55585 4.50873 2.16063 155.965 19.3548 14.2419 8.37226 136.611 8.03725 7.94984 1.61355 0.735823 130.871 14.2115 1.8689 28.0161 0.54708 14.9572 12.923 2.80559 129.002 53.3297 75.6726 4.83044 70.8422 1.49229 4.42353
internal_count=182937 51997 130940 11599 126254 40398 16533 6720 11165 482 10683 209 97192 29062 15559 434 9176 166 5790 95884 2051 1371 1715 1567 902 665 842 245 93833 9197 5141 2741 84636 2675 2659 154 87 82640 9769 720 5005 91 2575 8962 1797 81920 39386 42534 1907 40627 489 3037
shrinkage=0.1


Tree=54
num_leaves=53
num_cat=0
split_feature=3 6 11 1 12 7 16 8 1 16 11 7 8 14 14 6 1 1 16 6 1 1 4 11 7 12 10 16 16 1 11 1 14 11 16 4 8 3 12 10 7 1 7 16 16 10 3 10 10 10 3 10
split_gain=1.31789 0.463663 0.606057 0.393355 0.657009 0.352004 0.343522 0.334676 0.337587 0.382416 0.302819 0.486384 0.42907 0.339591 0.299964 0.294093 0.659797 0.913669 0.376611 0.414742 0.369862 0.499634 0.434122 0.35711 0.32517 0.308666 0.514296 0.326911 0.290151 0.421889 0.33534 0.286653 0.285874 0.505836 0.281238 0.311405 0.314165 0.275078 0.274566 0.271427 0.324817 0.265733 0.345827 0.281314 0.25617 0.402809 0.254545 0.324987 0.296374 0.253018 0.243441 0.301861
threshold=-0.056659108027815812 -0.027806926039444176 -0.012337972955660999 0.65283843874931347 2.6122641662586075 0.068796478532022601 0.32074581763013504 -0.011863343439049207 0.46571111679077154 0.11767718414937718 -0.02448014080586771 0.055646979307404809 0.034285158737744882 -0.50901694267027531 0.28332557261618502 -0.014245825972984752 0.99318313598632824 0.9904955029487611 -0.081611559365449463 0.19930075493875557 0.71826165914535534 0.99601411819458019 -0.5949609673256343 0.0016180813012929439 -0.0034021938537366022 -0.37439356051505629 0.0016654193899547432 -0.078489695088472242 -0.1277904110630447 0.87767282128334057 -0.0017631804218189609 0.099848479032516493 -0.43280932502810071 -0.010468869598563049 0.0054206262457024293 -1.0082119028926646 -0.0063324182678631607 -0.2221308387815952 4.0399020798231957 -0.00084065598235351401 -0.024837330435444994 0.75990456342697155 0.012202992870344726 -0.039542914964349411 0.16710883514073369 0.027907317509400675 -0.19151378981769082 -0.0084019528138447753 -0.010175021250529713 0.02000581798021309 -0.046702162362635129 0.0093395761284891174
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 14 5 50 15 32 10 34 -9 13 -13 -12 39 16 17 28 -17 20 22 -22 31 -18 -23 -21 27 -27 29 -4 -30 -20 33 -1 49 -36 -37 -19 -6 -2 -41 43 -43 -29 -34 -46 48 -48 -45 -10 51 -5
right_child=3 2 6 4 38 -7 -8 8 9 -11 11 12 -14 -15 -16 18 23 37 19 25 21 24 -24 -25 -26 26 -28 41 30 -31 -32 -33 44 -35 35 36 -38 -39 -40 40 -42 42 -44 46 45 -47 47 -49 -50 -51 -52 -53
leaf_value=0.06471475136372612 -0.011337560644831598 0.016626203204246948 -0.003630161386357347 -0.0045895119332815702 -0.045768943611180682 0.091269619371206409 0.065376617678988516 0.074320354527232277 0.023482799782869546 -0.033197038410787943 -0.089482511934769748 -0.11866028815286536 0.027349285107932633 0.01249816607060584 -0.023680530630849312 0.015972561803343176 0.048560582635086821 -0.069406027955444261 -0.0014887309831167308 0.0015251259178129537 0.053360207118956775 -0.16829152655179447 -0.014879905345469345 -0.070731027911833499 -0.0053067695797873772 -0.13576232478041403 -0.060016694054372835 0.018806689178136528 0.010032732818825807 -0.13216950609184211 -0.039813644239475983 0.041159488693119667 -0.00019174026713636016 -0.11520542211909038 -0.14376369213531232 0.0051911344384097009 0.062488620224277841 -0.20103770660417802 0.023611715576294125 0.018049618215199584 -0.0045378929870093475 -0.002516941964119895 0.11322782544708698 -0.0034318627746551598 -0.090878680410391793 0.059383548145412718 -0.065673148007078158 0.019274041979919568 -0.088361625675304242 -0.13726423078199132 0.016041585823709577 -0.11719710236636038
leaf_weight=1.2555422086843462 63.50145141391522 21.204865124026583 0.48593388661538373 1.355581118599736 2.8711566346210016 0.56487355515855497 0.7095027978575662 0.70730460743652912 12.308338229955556 0.9654049359887712 0.31331289423542941 0.52965824710554343 0.30947369150817394 25.929462149097162 10.762652573143667 10.556644502096786 1.6663443952202213 0.31872391284559853 3.2660326604500325 7.8395424225130936 2.88530831404023 0.13204513435994158 9.3149835120602855 0.27892323303967703 0.67956651686836256 0.19698605395387758 2.9782365668979756 0.98858405511600622 2.8742242530934159 0.52289824731269618 2.5175754840875011 3.0259054502184881 12.842363983709216 0.16181987092568206 0.06666386047436379 1.1980207832420999 4.8053077764361651 0.36509734514402215 0.69896536480337079 6.9189871936773661 77.486898508882405 6.125628972571576 0.25187639291834774 0.56961725668952601 0.7025044919355431 0.22354568457376445 0.71765182310991704 1.1477951776751081 1.470594417376559 0.081449403995066727 15.522705577953618 0.27158072881502437
leaf_count=209 43380 5659 143 630 1179 231 156 172 5523 442 142 94 65 12312 8923 3694 254 33 1076 2369 2329 31 6658 16 374 33 729 287 741 65 807 1021 4241 54 21 544 2035 24 166 5200 60350 730 30 181 193 55 266 422 287 23 7692 43
internal_value=0 0.0069365 0.00204349 -0.00586186 0.00689893 0.0147899 -0.00295647 0.0134495 0.0176015 0.0277117 0.0105213 0.00880784 -0.0653559 0.0112215 -0.00757424 -0.00376754 -0.0204109 -0.0345625 -0.000879671 -0.00516212 0.00556528 0.0339255 -0.00118323 0.0309752 -0.0348319 -0.0144509 -0.0231115 -0.0134506 -0.0226209 -0.0713783 -0.0132957 0.0190791 0.000534981 0.0430126 0.0309257 0.0485535 0.051103 -0.142965 -0.0321363 -0.00639957 -0.00268296 -0.0111048 0.00235329 -0.0285871 -0.00388711 -0.0541749 -0.0406138 -0.0137141 -0.0648817 0.0222329 0.0121799 -0.0244369
internal_weight=0 145.491 83.0911 179.955 21.2849 17.7147 61.8862 62.4002 47.2144 19.4252 27.7892 27.0819 0.839132 26.2428 158.67 61.1767 9.02972 7.08445 52.147 41.5904 19.3038 3.69692 15.6069 1.94527 0.811612 22.2865 14.447 11.4687 6.40063 1.00883 5.3918 6.29194 15.1858 1.41736 18.4598 6.06999 6.00333 0.683821 3.57012 147.907 84.4059 11.2717 6.37751 4.89424 13.7684 0.92605 3.90566 1.86545 2.04021 12.3898 17.1499 1.62716
internal_count=182334 54540 28415 127794 9941 8596 22756 26125 21373 8588 12785 12613 159 12454 117853 22600 2083 1813 20517 16823 11489 2734 8755 270 405 5334 2965 2236 1756 208 1548 2097 4752 263 8146 2600 2579 57 1345 108930 65550 2203 760 1443 4489 248 1156 688 468 5546 8365 673
shrinkage=0.1


Tree=55
num_leaves=53
num_cat=0
split_feature=2 9 3 8 14 3 14 9 10 9 1 10 12 7 1 8 16 16 3 2 2 15 8 12 9 6 9 2 2 7 8 8 3 16 16 12 1 6 7 15 9 14 14 7 10 9 10 7 1 3 6 3
split_gain=1.46098 0.549519 0.385303 0.364748 0.458249 0.363025 0.328982 0.291394 0.286939 0.362044 0.264858 0.490297 0.439576 0.347202 0.369687 0.26789 0.268286 0.305021 0.268045 0.266116 0.260965 0.324022 0.254147 0.247255 0.440528 0.437375 0.374447 0.267134 0.328774 0.292823 0.245098 0.240698 0.239392 0.266522 0.25416 0.239381 0.25991 0.229119 0.226931 0.22506 0.225058 0.224849 0.367857 0.221776 0.220834 0.219303 0.27119 0.217536 0.214526 0.21336 0.219841 0.312797
threshold=0.030785774812102321 0.019420034110889467 -0.5263446025783195 -0.0034896214335248901 0.14211463173956596 -0.73536221217364062 -0.30628633320376891 -0.011587321843380337 -7.6041087948388724e-05 -0.066930597239883496 0.99318313598632824 -0.0023042426921646253 3.4969341434884456 0.0043267526980211501 0.9904955029487611 -0.0061841001930109203 -0.084706863819214148 -0.08815272743737658 -0.40535468328744167 0.00026470178272575145 0.20992396771907809 -0.18677419250950536 -0.0054874185063130947 0.66496956160089427 -0.0055232563253767688 -0.22488063600932115 0.0052763791683655215 0.0046353610232472428 0.0053160786628723153 0.0019770560548905526 -0.058228173525899894 0.0047109124021165851 -0.0075742710323538623 -0.13079248836165405 -0.16118617855384448 0.91167986343256013 0.99318313598632824 0.18809444837258757 -0.02814884751207997 0.10940369686217104 -0.066930597239883496 0.023010362776537834 0.026816658917522242 -0.0028393560380011781 0.017882537336391131 -0.0022332252619492216 -0.008027697416612703 -0.046385586383863649 0.59986478090286266 -0.81035007443279017 -0.19522605529455844 -0.17890542629174885
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 -2 6 7 -6 30 -5 31 -10 12 15 40 14 32 16 17 -12 45 -18 21 -11 -20 27 -25 26 35 -9 29 -29 47 41 33 34 -14 -26 -37 -22 -23 -39 -8 -4 -43 -21 -30 46 -17 -1 -28 -42 51 -51
right_child=1 -3 8 4 5 -7 10 23 9 20 11 -13 13 -15 -16 18 19 -19 22 43 37 38 -24 24 25 -27 48 28 44 -31 -32 -33 -34 -35 -36 36 -38 39 -40 -41 49 42 -44 -45 -46 -47 -48 -49 -50 50 -52 -53
leaf_value=0.056260019488864638 0.020236671938679091 0.011115632632912386 -0.014227490677124782 -0.0064157692093529256 -0.15396297929438593 -0.017102854756285729 -0.056863683819634414 0.029625965906852077 -0.051659588520912028 -0.023659433383783762 -0.008458249260146513 0.048300185376074528 0.0026422948554826599 0.021236898878675803 -0.16978796192042231 -0.11324072440216162 0.042263857573279537 -0.15403105068003042 0.097336073617068419 -0.092010333826870794 -0.018749084794628581 0.027838018616359185 -0.035469363638097488 0.051772215097284649 -0.067553723396255816 -0.0027156860804774612 -0.035355412343158983 0.042872159096180133 0.013379152448016012 -0.081591927388161456 0.019587837811630808 -0.007023817300180606 -0.13134291420498753 0.0061926614130390929 -0.16768336104262865 0.0013418144015929516 0.083628360941052679 -0.0056062123752949515 0.00044671734459541016 0.039746624686475163 0.027690154472408208 -0.097770861692787481 -0.026342611824453573 0.018088573524883786 0.057382381756785464 -0.12247090885605408 0.082696946050861045 -0.051852763762621636 0.08716464253424866 0.0063849831707526866 0.0011444171530278627 -0.030080537348000747
leaf_weight=0.22013789306947729 4.5785468265280533 16.172837945131505 24.478196570675209 6.5858365932072038 0.19232040367933256 2.6327257847533465 0.7039229669389887 17.71512585822461 1.6373556890248426 5.3282609727957597 1.6027318154174279 2.9829487421984577 0.148478630984755 0.55956043294281688 0.2848290637411991 0.11112004232927575 2.5087672024997127 0.14083719270274686 0.19425181806764158 0.28450407225682284 18.455070345140033 3.2251187373976782 0.43346347070109892 2.0538846567724276 0.32760595140280901 18.647036837165611 0.15079348703147832 0.25362610775119065 21.651115965565229 0.63232612568754121 13.605783013803487 26.140924968880427 0.25288239513611133 0.79495364801550739 0.19423252667911572 1.4842751836877139 0.5004351055031292 8.7521160968999521 44.978180954223717 1.232566680871513 2.5156369440464834 0.75963532436071446 10.632927430899256 0.45232526093423064 1.1887679708524945 0.45087263564346358 0.13903614264563657 0.86744462355272733 1.2976499796350252 3.9098081297015597 41.433600125818103 5.8676728937407372
leaf_count=62 1994 8096 16859 3156 32 1348 212 6730 1010 2758 427 883 36 153 33 23 541 19 64 102 25183 1898 192 1111 98 6967 77 140 10808 254 3517 18689 72 236 23 408 67 5053 27523 706 802 383 8821 198 452 66 53 226 171 1288 19588 2726
internal_value=0 -0.00639011 -0.00827614 0.00708069 0.0120844 -0.0273152 0.002407 0.0136262 -0.00917496 -0.00535028 -0.00060841 0.0150155 -0.00317672 -0.0464658 -0.0690635 -0.000790119 0.0098605 -0.0216383 -0.0403873 0.0268074 -0.00441437 -0.000300823 0.0071618 0.0156302 0.00764993 0.00356827 0.0345936 0.0203355 0.0133819 -0.0458199 0.0159293 -0.0143287 -0.0465682 -0.0260109 -0.0973648 0.00944999 0.0226425 -0.0121522 0.00228887 5.24726e-05 -0.00138482 -0.0196461 -0.0312487 -0.0255772 0.0157118 -0.0820965 -0.0060611 -0.0294223 0.0741382 -0.000639557 -0.00204023 -0.0155135
internal_weight=0 166.372 150.199 155.973 75.3135 2.82505 80.6598 72.4885 145.62 83.6087 65.9664 9.30086 56.6656 2.23494 1.67538 6.31791 4.98917 1.74357 1.32874 3.2456 81.9713 53.5316 0.627715 65.9026 24.4617 22.4078 3.76076 41.441 23.7258 0.885952 14.6934 62.0117 1.39055 1.13766 0.342711 2.31232 1.98471 28.4398 48.2033 9.98468 54.4306 35.8708 11.3926 0.736829 22.8399 0.701029 0.250156 1.08758 1.44844 53.7267 51.2111 9.77748
internal_count=182334 118973 110877 63361 31819 1380 31542 30439 108883 64131 27737 2568 25169 553 400 1685 1287 446 398 841 63121 32179 256 27283 8899 7788 821 18384 11654 394 3805 44752 367 295 59 573 475 30942 29421 5759 24616 26063 9204 300 11260 142 76 288 248 24404 23602 4014
shrinkage=0.1


Tree=56
num_leaves=53
num_cat=0
split_feature=3 14 13 5 14 4 5 11 3 8 11 4 15 13 14 5 8 9 8 5 7 8 7 7 6 14 9 6 7 6 7 3 9 5 3 4 13 4 9 15 11 14 3 5 7 3 5 9 8 13 13 6
split_gain=1.22627 0.449259 0.465216 0.495183 0.348009 0.471197 0.41947 0.346402 0.318719 0.524244 0.315057 0.298846 0.352936 0.334059 0.331677 0.307338 0.34785 0.298559 0.296547 0.284607 0.283099 0.279315 0.27288 0.28155 0.46328 0.25794 0.25276 0.250453 0.293448 0.301419 0.255471 0.2711 0.245086 0.294666 0.264747 0.242671 0.260914 0.239398 0.237828 0.294268 0.272426 0.37258 0.301843 0.235118 0.254639 0.233454 0.232748 0.230927 0.230848 0.228051 0.227046 0.227016
threshold=-0.056659108027815812 0.12270430249992957 0.15387176395854099 -0.4625035857439222 -0.1897406405911953 1.0817745183931053 -0.63053446231120136 -0.014271786999874371 -0.5263446025783195 -0.0019651508085005709 -0.02448014080586771 0.50252701997661975 0.024133926513809592 0.27004696378076382 0.029440366237542866 -0.16398082837029992 -0.0013130811528328386 0.051509423949563531 0.0072052841530272404 0.53909481550539962 0.038800517886802617 -0.03443847642225991 0.00207306160351016 -0.0015831136700733747 -0.02194387578606832 -0.14206902197979707 0.058542000812145639 0.22185485323994422 0.022626703313817793 -0.13869257628742956 -0.022194542939302727 0.02930779475718737 -0.024054427267309681 0.20806541677914159 -0.81035007443279017 -0.62583691189810764 -0.32739555975125278 1.4439149493576366 0.0049183620735921999 -0.13806588764021399 -0.012764680261884381 -0.087187518747893433 -0.13492357125505802 -0.34086149392295267 0.00096164776859354855 -0.17890542629174885 0.2738410449777805 0.0017178433898014857 -0.0021607012652414418 -0.79903899486823859 0.0171711116433849 -0.027806926039444176
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 10 -4 5 19 -6 8 9 -7 20 13 14 26 38 47 -17 27 -9 -1 -2 -3 23 -14 50 48 -8 28 29 -5 31 -29 33 34 -18 36 -28 -26 39 -13 42 -42 -40 44 -41 -39 -27 -15 -24 -12 -25 -23
right_child=1 21 3 17 6 7 11 18 -10 -11 49 12 22 15 -16 16 32 -19 -20 -21 -22 51 25 24 37 46 35 30 -30 -31 -32 -33 -34 -35 -36 -37 -38 45 40 43 41 -43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.025499826241204428 0.025254087758277401 -0.052242347193729402 -0.0622472846086259 0.0034266055318699822 -0.080823635451443346 -0.01355489797223805 0.0034124955220110696 0.012758627599330968 0.0015961591614651412 -0.11445153014292286 -0.066773660329814674 -0.03508513202219455 -0.010185001213820821 0.015331113790700219 -0.028659592123757377 0.047694025238637382 -0.15326919766907376 -0.064714174116314527 0.084970533936465198 -0.07649468653204812 -0.033448703843959864 -0.022398851797040684 0.0024164222785494844 -0.05795933201858601 -0.038782088986502206 -0.013649420961490289 0.073020175085399139 0.089470764072933931 -0.0091788367004841699 0.030537808185732353 -0.015118664918829912 -0.061245278972529876 0.021182878783000209 -0.11354669383898329 0.051845257498781452 0.10542743249067255 0.001259625633015624 -0.11609129508869075 -0.046769237144100737 0.030507976566772434 0.095206653744640643 0.012558604562050837 0.084067775541920117 0.012168328645705979 -0.1078865351029018 -0.0020540859735481876 0.030350861477886393 -0.032883263366622048 -0.10601584453203571 -0.0065279812553100825 0.056837772632852647 -0.0054934965785725281
leaf_weight=23.061157805637496 5.2870370281871137 1.9379036612936023 0.93948600369185697 6.0263661751887545 0.55889093948644486 2.0646518297435255 52.599918129987884 5.4813509044106459 6.624052294282591 0.67116789147257705 0.61465002805789382 1.6359780836101006 4.3219526801813117 3.6161101733032401 2.5280983418560927 5.8451329212093688 0.059732700698077679 0.49562471399985852 0.61841904105676793 0.26029449929774173 0.95634488484938618 14.719554767930733 0.39173139277409064 0.23598105112250811 1.5069198593791937 2.2166790629562456 0.69340548905893284 0.46352778137952544 3.611870346872819 12.849393478243654 4.7153339699702306 0.14486938982008724 2.6216072751485617 0.31589007918955758 0.32274338778370326 0.39066790131800999 1.7652567235509196 1.0999879745795622 0.64174501369416248 0.20730473124786009 1.0816314739549857 1.0949301545369949 0.22337156284629633 13.339776222739602 0.32395390834244608 0.21463612584921055 2.5892579491264769 1.3496254269848575 0.37450178911967658 107.4606551409251 0.52534667570580496 17.264757515203996
leaf_count=8197 2269 1121 447 3064 237 255 24896 1206 1066 70 943 510 1320 1849 1353 2657 4 184 58 61 443 13692 123 146 492 1560 99 120 1567 7938 1813 68 1329 74 124 145 397 113 97 116 275 374 48 3869 120 43 384 505 106 79418 251 14750
internal_value=0 -0.00518613 -0.00273967 0.00851139 0.00724539 0.0153354 0.00424653 0.00179282 -0.0102857 -0.0388807 -0.00561892 0.00471668 -0.00288426 0.00849112 0.00519671 0.0222074 0.0330458 0.010897 0.0203031 0.0243046 0.0161934 -0.0155333 -0.0155124 -0.0274384 -0.0480993 0.00143911 0.00498969 0.0122846 0.0168994 0.0218934 -0.00720033 0.0528701 0.00714075 -0.0447973 0.0144798 0.0339057 0.021873 -0.0666901 0.00983395 0.00480101 0.0353176 0.0540643 -0.011985 0.00954375 -0.0546362 -0.0977457 0.0100805 0.00215721 -0.0517707 -0.00688143 0.0207498 -0.0132816
internal_weight=0 177.487 143.565 29.2465 143.474 38.7811 104.693 15.4596 9.35987 2.73582 114.319 104.134 34.5538 69.5801 21.0768 14.1308 9.16511 28.307 6.09977 23.3215 6.24338 33.9222 13.477 7.90482 3.58287 5.57217 55.4492 27.8114 22.4876 18.8758 5.32373 0.608397 3.31997 0.698366 0.382476 2.84933 2.45866 2.82154 18.5487 15.507 3.04168 2.17656 0.865117 13.871 0.531259 1.31462 4.80594 4.96574 0.766233 108.075 0.761328 31.9843
internal_count=182366 127837 98274 15201 54529 10913 43616 2655 1391 325 83073 43379 11300 32079 6762 6542 4188 14754 1264 8258 2712 29563 4538 2365 1045 2173 25537 14570 12569 11002 2001 188 1531 202 128 641 496 648 5409 4615 794 649 145 4105 236 156 1944 2354 229 80361 397 28442
shrinkage=0.1


Tree=57
num_leaves=53
num_cat=0
split_feature=2 4 0 0 5 4 4 5 2 4 3 3 13 10 11 16 2 11 3 16 16 13 5 0 13 11 6 3 6 10 4 2 11 10 2 11 9 16 16 10 4 11 7 16 16 10 10 11 7 16 11 6
split_gain=1.50929 0.628109 0.738962 0.611417 0.535549 0.428564 0.556531 0.507558 0.436955 0.433464 0.426043 0.406378 0.342685 0.340856 0.393248 0.374923 0.343033 0.313172 0.310274 0.30286 0.301669 0.30134 0.297545 0.278142 0.270259 0.414662 0.386599 0.536183 0.525574 0.474701 0.33524 0.308596 0.294066 0.279894 0.269888 0.307572 0.263204 0.27695 0.277599 0.255918 0.238665 0.352846 0.301431 0.289022 0.420278 0.243795 0.244711 0.234835 0.233311 0.241723 0.298277 0.233374
threshold=0.032191623002290733 -0.82523462081142951 0.027245401404798034 0.00053331573144532751 -0.51037141035064326 -1.0884292961047983 1.4479182887617477 0.40826573561653695 0.021125951781868938 1.4527206573327875 -0.015649553388357159 0.57913167061633442 0.34601063732100906 -0.0099192341035907322 -0.0063977629079076418 -0.075555086474173264 0.00023064464767230677 -0.00010079308339740831 -0.096457015722990022 0.20850665659519882 0.13820904382240309 0.35486081035916289 -0.18984342124002798 0.028807345777750019 -0.074383514473777348 -0.014829107785866597 0.18077743964711993 -0.66730781440219278 0.2304425738479827 0.0012752884860606291 1.6094006941300358 0.0001121410205087159 -0.014271786999874371 -0.0068253078079858441 0.01981957629323006 0.023341516736931436 -0.0015847453670392241 0.04378666694139547 0.065333938435610125 -0.0039504665510509381 1.1996611425229173 -0.011907679692817722 0.0068789931726606834 0.013387741249524437 -1.0000000180025095e-35 -0.00068587241254604954 0.0026042455040002706 -0.040608406961863547 -0.025863750296187971 0.28610947802031012 -0.0020376804505142501 -0.25883377654889689
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 24 34 8 7 12 18 13 47 23 17 -8 -15 16 -16 -7 39 36 -12 -3 -23 -4 31 26 -26 -28 29 33 40 -1 -33 -29 35 -5 37 -20 -39 -6 -27 -42 43 44 45 -43 -47 -2 51 -50 -51 -25
right_child=1 21 11 4 5 6 9 -9 -10 -11 20 -13 -14 14 15 -17 -18 -19 19 -21 -22 22 -24 48 25 30 27 28 -30 -31 -32 32 -34 -35 -36 -37 -38 38 -40 -41 41 42 -44 -45 -46 46 -48 -49 49 50 -52 -53
leaf_value=0.067455390702947871 0.070103959007150926 -0.01133469890135211 -0.061063931974277563 -0.026564341834561911 -0.031670719551557341 0.015861504769013605 -0.072805945568112873 -0.0071232053014423204 0.0099939993151103978 0.0021005627093062564 -0.030888317899170039 -0.056152711741731115 0.028911175306980005 0.04545890995153553 -0.14551469797705502 -0.011325613173685188 -0.02247968855127911 0.0011201455329995908 -0.12109923223652495 0.064179900274076412 0.076080591068766842 -0.027724752468711252 0.029364338273236881 -0.021568534996885599 0.014908788746197964 0.025774164312364241 0.037975308115754343 -0.093075896453067464 0.039460106495765507 -0.21392763312896323 0.050970136886029839 0.056851009535409086 0.0028772114730827281 0.016106326045022767 0.01659745235627258 -0.099380798184572725 -0.029264306830438503 0.059934671775610696 -0.072446598409551907 0.033847103836585402 0.0709328433735463 -0.057619274480059504 0.049486622160745605 0.018423303318623949 -0.16788283969379078 0.063721029374902038 -0.058342043180101444 0.025034150197394835 -0.0035663808969538567 0.034861530703569364 -0.11261865216881017 0.023692267487734543
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leaf_count=274 205 93457 218 611 344 26796 159 3029 1360 4303 831 1093 7251 122 39 391 75 12837 205 57 84 1025 2358 553 672 2314 67 77 61 12 365 273 727 18 303 249 536 35 117 271 60 164 46 108 22 52 29 2585 12500 87 148 2791
internal_value=0 -0.00593007 0.00307253 0.00783907 0.0048638 0.0060231 0.00787409 0.0111077 -0.0127192 -0.00743444 0.0224359 -0.00419929 0.0141067 -0.0306086 -0.0163951 -0.0310867 -0.0857733 0.0111975 -0.0300206 -0.0471829 -0.0170223 -0.0102271 0.0145043 -0.00214837 0.0209992 0.0156307 -0.00725352 -0.0370558 -0.0654627 -0.0927031 0.0238308 0.0385493 0.0225568 -0.0642665 -0.0313683 -0.0455305 -0.0539371 -0.0830055 -0.0390238 -0.00135158 0.0162011 -0.00338938 -0.0146606 -0.0274221 -0.0479255 -0.0310232 0.0174323 0.029956 -0.00086254 -0.00493929 -0.0665258 0.0150427
internal_weight=0 162.336 52.4513 156.181 127.402 123.466 112.378 92.7839 11.0883 19.5941 14.31 38.1413 79.6806 5.70051 4.28247 3.46759 0.904821 66.6201 6.29073 3.92796 2.28715 109.884 4.70115 36.7104 28.7793 22.0635 5.82093 2.47752 1.79875 1.42963 16.2426 6.71583 4.34387 1.1798 3.93585 3.03935 3.7119 1.68505 0.798616 2.36278 12.7002 4.17265 3.63545 3.04062 2.10044 1.86045 0.661435 12.0229 35.9438 28.6201 0.605891 7.32363
internal_count=182366 117935 21095 64431 59090 57927 55002 49913 2925 5089 3705 17390 46884 786 627 505 114 39633 1565 950 915 96840 3383 16297 5341 4067 907 235 168 107 3160 1274 1000 95 1163 860 893 357 152 615 2795 481 421 375 267 245 81 2790 16079 12735 235 3344
shrinkage=0.1


Tree=58
num_leaves=53
num_cat=0
split_feature=1 1 3 7 1 11 3 10 4 4 6 13 3 11 11 1 5 4 5 15 3 5 10 3 1 5 1 7 7 6 11 15 6 13 6 5 7 10 4 5 9 9 1 5 6 5 3 12 5 12 7 9
split_gain=1.57582 0.461886 0.485796 0.383501 0.365889 0.326514 0.331493 0.367964 0.323278 0.308881 0.45204 0.3506 0.30586 0.303655 0.277782 0.407219 0.255704 0.260978 0.284063 0.320356 0.264062 0.252721 0.426594 0.251559 0.24872 0.399502 0.247185 0.233191 0.224789 0.223426 0.223561 0.453686 0.359893 0.276518 0.520814 0.367849 0.337047 0.318906 0.341261 0.306622 0.267042 0.263519 0.257912 0.251105 0.243387 0.237449 0.261232 0.220778 0.220467 0.274582 0.383701 0.220146
threshold=0.18307790905237201 0.16708723455667499 -0.44244222302222619 -0.038230255721566249 1.7258325897273611e-05 0.10071481899859057 -0.24940647667972368 0.0035599311147820776 -0.044220306376673339 1.2279152954333161 0.19966159345964965 0.08583730082951134 0.24014424381311986 0.0040759675308570187 -0.033433015617025899 0.99521169066429149 -0.53393363086324508 -0.92059384165559577 0.28694521003309631 -0.23817344242451885 0.0028600483201444153 -0.24275349795833082 0.0072396136850478446 -0.16641727555543182 0.93275398015975963 -0.38049350494247985 0.99807181954383861 0.0041999567244116092 -0.10483594729142341 0.26066202452910742 -0.0098416807480136998 0.036244219670009681 -0.35299092965499163 0.0037875802619119557 0.2603311449957908 -0.42799163898861653 0.002914397817733633 -0.046108938006827901 1.3084700161966323 -0.16105794196116938 -0.0021460599833016025 0.0097714555256946094 0.0040098042227327832 -0.033143877294689858 0.23965537249014512 -0.081194418092335491 -0.010170921683311461 0.1871433668564112 0.39327107561253566 -0.84564729238531078 0.016409946046934139 -0.028281400602806327
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 16 21 6 7 14 51 12 13 -12 24 23 15 -2 -4 18 19 -18 -21 22 -5 26 48 -26 -11 -27 -16 30 31 32 -6 34 35 -32 37 41 -39 42 -36 -37 -35 45 -33 -40 -47 -15 -8 -50 -51 -1
right_child=5 -3 3 4 29 -7 9 -9 -10 10 11 -13 -14 47 28 -17 17 -19 -20 20 -22 -23 -24 -25 25 27 -28 -29 -30 -31 33 44 -34 39 40 36 -38 38 43 -41 -42 -43 -44 -45 -46 46 -48 -49 49 50 -52 -53
leaf_value=-0.023082931884521887 0.054731831895616145 -0.036069034130201634 0.070702852906415009 0.24676977979432646 -0.10800407078644787 -0.07941707045943415 0.01024777199451201 0.035579291580357178 -0.019032544145789615 -0.03355847463110026 0.012183101768906471 -0.11208745490686155 -0.034568922730888553 -0.13860060733347956 0.13471503709187002 -0.023294023987934748 -0.031908287920051522 -0.011003624944079362 -0.012186122216548474 0.060133569365139743 0.013183467898720422 -0.037393649364838126 -0.067706698692488854 0.0051161654063584189 -0.058522011919439537 0.01998554318093955 0.079530084389680511 0.056029207215202805 0.0088593135675031232 -0.019116651871693455 0.036508977403689927 -0.001018758922125148 -0.02656018638332501 -0.055750575669196258 -0.036807022067439792 -0.033922489970097329 -0.0014123910543355669 -0.021218743077184712 -0.062163620222807539 0.0040172042058558306 0.056252492117943781 0.13006771640048206 -0.0084743950045092897 -0.0091869626559562875 0.088031779071533089 -0.044458553190461214 0.062137435481888638 -0.0080433224355364926 0.040403024440434275 -0.010837025384136429 -0.11069693964727059 0.035092375023842957
leaf_weight=0.71770168468356121 2.9961845052312124 4.7884778272418762 0.65582246809935796 0.067039538927929132 0.57013304455176594 0.39842444291571055 34.179252206709691 7.7748770610069178 1.7777486752529492 2.8691943039921237 0.33715815635514346 0.65784240598441102 1.5363616270387854 0.25848018670512729 0.12494654205511224 0.84877692409190775 0.7032721715295337 4.7487868627749767 2.1369240288695437 2.7411579477484329 2.1391827506249683 4.926613190684292 0.076024993602914037 16.012084172190956 0.52503042108037234 6.5663433599017349 0.19062353488698125 2.4730874930147024 38.19135667148521 12.423928963783281 1.6478103944227758 5.6440546852763864 7.5488272818483884 1.2679357610613795 0.36034012126037884 0.14490499493238829 23.136308877104966 34.961281620018568 0.21431123203728919 53.474454255726414 1.7585381585085986 0.25038036622936488 11.390114420185453 4.5026830139213407 0.30695183596071718 0.25866232771659259 1.4762037024775052 0.2483331551484298 0.909409281106491 5.0725081936361667 0.39934999332399446 5.9618655074227718
leaf_count=168 559 2161 338 67 130 128 21036 2603 797 695 104 123 1052 42 12 146 237 4289 877 643 1149 1927 27 4360 223 3882 40 1705 13021 7514 1082 2593 3917 1924 81 84 16413 39187 290 29677 449 78 9128 2742 99 48 475 72 254 1306 98 1839
internal_value=0 -0.00545583 -0.00467275 -0.00577667 -0.00707489 0.00904525 0.00934514 0.015609 0.0187248 0.00501219 -0.00534669 -0.0704981 0.00913795 -0.00197533 0.011913 0.0374799 0.0106702 0.00741761 0.0187475 0.0305873 0.0396754 -0.0334827 0.0905427 8.87339e-05 0.0104893 0.024982 -0.0260987 0.0299364 0.00933136 -0.00624152 -0.00516521 -0.0171527 -0.0325006 -0.00391233 -0.0083541 -0.00991096 -0.0110983 -0.0164555 -0.0173208 0.000703642 0.0402538 0.0710679 -0.0132808 0.00380172 0.00382042 0.0336199 0.0459576 -0.0770452 0.00706241 -0.00998026 -0.0184565 0.0287974
internal_weight=0 192.778 187.99 179.533 166.408 122.57 122.171 49.9361 8.45732 72.2351 20.5737 0.995001 51.6613 19.5787 42.1613 3.84496 13.1251 12.4693 7.72054 5.58361 4.88034 5.06968 0.143065 19.0719 50.125 9.56446 3.05982 9.03943 38.3163 161.338 148.914 14.07 8.11896 134.844 68.7114 66.5925 64.9447 41.8084 41.4131 66.1325 2.11888 0.395285 12.6581 6.45186 5.95101 1.94918 1.73487 0.506813 40.5605 6.38127 5.47186 6.67957
internal_count=181891 130430 128269 125465 117932 51461 51333 16341 2804 34992 5436 227 29556 5209 13738 705 7533 7195 2906 2029 1792 2021 94 5095 28504 5810 735 5587 13033 115911 108397 6739 4047 101658 60929 60399 59317 42904 42742 40729 530 162 11052 3555 2692 813 523 114 22694 1658 1404 2007
shrinkage=0.1


Tree=59
num_leaves=53
num_cat=0
split_feature=2 3 4 0 4 4 13 3 2 0 3 6 9 3 15 5 16 5 5 5 3 0 12 16 12 15 9 12 2 15 4 16 14 6 0 9 15 14 6 15 0 5 6 9 0 16 15 3 3 9 6 0
split_gain=1.20579 0.52605 0.491374 0.389268 0.706116 0.391975 0.425545 0.357541 0.350782 0.348301 0.334686 0.327634 0.317566 0.312178 0.294156 0.285167 0.275409 0.27116 0.380069 0.264728 0.254523 0.244084 0.327685 0.486682 0.301439 0.389275 0.294761 0.284385 0.248147 0.35681 0.304987 0.452543 0.429903 0.499532 0.3713 0.325921 0.279869 0.246844 0.276094 0.287105 0.230102 0.220105 0.21993 0.386013 0.213989 0.212822 0.330025 0.296533 0.291026 0.255052 0.212432 0.270541
threshold=0.0040181034710258254 -0.5263446025783195 -0.044220306376673339 0.0029663216555491094 -1.058487227785444 -0.90697683168875998 0.24795388538329916 -0.42325690691359336 0.077928531914949431 0.039344448596239097 0.2135773194022477 -0.20261172946171538 0.068087014052213873 -0.20618219487369058 0.089920499333772733 -0.63053446231120136 0.010987995042453324 -0.048958294161536423 -0.033143877294689858 0.13846218281996978 -0.69913581991568197 1.9206498109269891e-05 1.7256133095748332 -0.030968671182749399 -0.20469524655890969 0.021152992150498161 0.0011054015907764998 1.2443251605501808 8.8476649580115935e-06 -0.18178712017020204 1.3925792515278432 -0.13386837253802777 -0.12779628228783577 0.19966159345964965 0.0041598882526159295 -0.0034905278928013795 0.10305282608942191 -0.257541024091058 0.23498133232610283 0.10940369686217104 0.0069579801056534061 0.19907560433711877 -0.019595493020937781 0.0012579986003930365 0.00079794606426730763 -0.0071389087407839925 0.05782674062005317 -0.056659108027815812 -0.13028825167566535 0.0065158741814465787 -0.10694042146388912 0.00041687300836201763
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 50 4 -3 6 7 -6 10 12 -5 -11 15 -9 16 20 -10 -18 -19 -20 -1 22 23 42 25 -25 27 -26 29 -23 34 40 33 35 44 -33 -37 38 -36 -40 41 -32 -17 -44 -30 46 48 -47 49 -31 51 -2
right_child=1 3 -4 8 5 -7 -8 13 14 11 -12 -13 -14 -15 -16 21 17 18 19 -21 -22 28 -24 24 26 -27 -28 -29 30 45 31 32 -34 -35 37 36 -38 -39 39 -41 -42 -43 43 -45 -46 47 -48 -49 -50 -51 -52 -53
leaf_value=0.039198143716035867 -0.025063450211090556 0.049882420026693068 -0.015912536079577051 -0.0011977949430241434 -0.18503155103287958 0.0069177989950075808 0.041844475454588984 0.050994532356308943 -0.020017399292813147 -0.016997209112336369 -0.029870203613306185 0.031139210530471802 0.057224947483246281 -0.093858603975838853 0.00080153637741751699 0.088789936990920887 -0.020138997624491166 0.036111146226383034 -0.026757812240209507 0.00083326497986714078 -0.15128745755756606 -0.078069622895816149 0.074511123739982629 -0.0011059810848413911 -0.0022855372513681722 -0.15121818567288733 0.049354737594175004 -0.15331355755944223 0.0089671822307896745 -0.034413483633599189 -0.11439427737317209 0.042527906526227816 -0.022862991360044035 -0.13144526362694206 0.068820219704604488 -0.0044800718205340092 0.051628884682906932 0.013468246502921952 -0.025583041666362605 0.074717056385274594 -0.011691006486580096 -0.039321880280048689 0.066954651878464347 -0.077044910570080893 -0.012982685757535931 0.050200452101759933 0.048024721039542174 -0.036322985060805363 0.03393768063141344 0.025741116333467536 0.019186279088393168 0.066593661848394992
leaf_weight=0.095981741556897759 0.36492585286760038 3.6050713947333861 3.114068111708546 119.52103401111037 0.26268285136757186 4.9402780132750177 0.3198484995009494 0.20596089088940062 33.360417427725451 1.5968832108947015 4.1971206396301559 11.691494012677138 1.2524703997987661 0.44436307362047933 17.998079732221868 0.86200136107436265 10.770676193322286 2.4594947687819539 4.482622427639174 15.296864778931534 0.19325773976743121 0.34943031080183473 1.1667595554317811 0.36637233675719505 0.4808329526495061 0.30973297517994069 0.7743686846770288 0.15098949475941481 9.5914295557790883 2.5162532447866388 0.59744469706493264 2.964426315949825 5.6099815679481226 0.22204139208770435 1.9032722508045403 6.3640159629430846 1.0153470544319132 11.505392101240892 0.83220076441966717 0.41236542641036067 1.4331511424388734 1.1589646234206155 0.49799125167191982 0.27422977595051634 8.2414701571906317 3.5381109894151455 1.8042525462078627 0.43306354658125101 1.566412016440154 0.96179110190132622 5.2917666793896387 2.2875226630421821
leaf_count=21 138 777 1773 62575 22 2614 42 28 33118 730 3773 5788 368 65 14845 93 14661 1242 5584 9309 66 48 147 60 66 48 91 15 3239 275 78 629 1274 30 1166 1141 139 7242 198 76 373 207 43 39 4051 322 169 56 189 90 1825 933
internal_value=0 -0.00356856 0.0176919 -0.00464903 0.0148335 -0.00571841 -0.0557389 -0.0900695 -0.00556572 0.0105162 -0.00217461 0.0253398 0.00767401 -0.047848 -0.010537 0.00674941 -0.0136111 -0.00712955 -0.000817934 -0.00543792 -0.0894534 0.00718225 0.0286813 0.0140102 -0.0180109 -0.0719657 0.00849965 -0.0415534 0.00550882 0.0190167 0.00259363 -0.00733561 -0.000531303 0.0113441 0.00851333 0.0146273 0.00334456 0.020297 0.0450427 0.00822797 -0.0416513 -0.0657392 0.0545681 0.0152406 -0.00117974 0.0222738 0.0115438 0.0406463 -0.00162593 -0.017733 0.0308706 0.0539013
internal_weight=0 228.923 11.0583 217.865 9.7782 6.17313 1.23286 0.913007 208.086 82.7342 123.718 13.2884 69.4458 0.650324 84.3682 68.1933 66.3701 33.0097 22.239 19.7795 0.289239 67.9041 4.88328 3.71652 2.0823 0.676105 1.40619 0.631822 63.0208 11.1693 51.8515 19.3654 16.1758 10.5658 32.4861 10.3438 7.37936 14.6532 3.14784 1.24457 3.18956 1.75641 1.63422 0.772221 17.8329 10.8199 6.84871 3.97117 5.04446 3.47804 7.94422 2.65245
internal_count=181891 153324 4669 148655 3548 2771 157 115 145107 28567 66348 6518 22049 93 78759 21681 63914 30796 16135 14893 87 21594 602 455 280 108 172 81 20992 1149 19843 3871 3213 1939 15972 1909 1280 8682 1440 274 658 285 175 82 7290 1101 723 378 554 365 2896 1071
shrinkage=0.1


Tree=60
num_leaves=53
num_cat=0
split_feature=3 6 1 4 4 1 14 7 0 8 0 4 13 6 7 13 3 0 14 1 8 4 14 11 1 1 0 13 12 13 3 1 1 1 0 14 13 15 15 14 7 8 6 15 8 7 6 7 0 14 0 4
split_gain=1.13339 0.44295 0.391824 0.441315 0.491841 0.611647 0.383249 0.372102 0.361471 0.300783 0.35684 0.412406 0.355286 0.566586 0.245897 0.244664 0.306802 0.260173 0.248413 0.243762 0.240825 0.240638 0.316815 0.300765 0.293625 0.390518 0.319309 0.296323 0.277928 0.271843 0.25213 0.260266 0.249488 0.24035 0.329705 0.298905 0.261001 0.248126 0.239374 0.239197 0.23695 0.232662 0.337225 0.238795 0.232011 0.22895 0.51248 0.251395 0.224279 0.242752 0.305063 0.220004
threshold=-0.10668660700321196 0.2483601803409147 0.0006034145480953158 0.30954039426605778 0.33905934133279464 3.0980176234152175e-05 0.16175270942656725 0.055646979307404809 0.023536745458841327 0.0036885994401233773 0.0065814668778330096 -0.72110351004247597 0.5458466568517425 0.13778162177437081 -0.022194542939302727 -0.13163486385834569 -0.090314926579594598 9.6123869298025979e-05 -0.19910485194524388 0.89032265543937694 -0.0054874185063130947 1.4439149493576366 0.017985558593366924 -0.019470496766748193 0.94057613611221325 0.9814734458923341 1.9206498109269891e-05 0.019113111292037237 2.0101838154269807 -0.078721621401485295 -0.77066743496106926 0.92283165454864513 0.16217902302742007 0.9814734458923341 0.00031691652839072054 -0.1897406405911953 0.013368003901431301 0.041780046570243194 0.16650269602054643 0.068949843724909241 0.014708797806903517 0.012033493278326542 -0.002388917214382971 -0.00090587235562156882 -0.067161551838001279 0.0077550684997264047 0.19930075493875557 0.00085995532647148301 0.019477896392345432 -0.051685642017523917 0.00015680849901400509 0.68618774321038345
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -5 20 9 21 12 11 -11 14 44 -4 19 17 -17 -19 -16 -3 24 23 29 27 26 -26 30 48 -23 -1 -32 41 35 36 45 37 -35 -20 -9 -28 -29 43 -43 -14 46 -25 -48 49 -27 -51 -15
right_child=2 6 7 4 -6 -7 -8 39 -10 10 -12 -13 13 51 15 16 -18 18 38 -21 -22 22 -24 33 25 28 40 32 -30 -31 31 -33 -34 34 -36 -37 -38 -39 -40 -41 -42 42 -44 -45 -46 -47 47 -49 -50 50 -52 -53
leaf_value=0.064155582576307171 -0.062628648861953004 -0.016516110810344358 0.0064332188398142521 0.65666922675668771 -0.01408234798812168 0.0011201994873243054 -0.085573440704612938 -0.013022254981723888 0.0016568798582946116 0.082598722673291811 0.0018363393718726217 0.0099217951042161849 -0.091876515127645886 -0.013561624920965144 -0.021088748875719134 -0.13332936155624034 -0.0041759193358699934 0.032259948738866326 -0.041771237710335501 0.055721153361702247 0.0063962681307334502 -0.11031386995760206 -0.048938047899009893 0.042899619906308278 -0.10240382090559996 0.032942872926270669 0.091555068426607433 0.025501579966227313 0.071510076911518769 -0.0048463794001300962 0.023965020532553352 -0.097470348309606492 -0.004116865930808576 0.028251864347720847 0.0085381572261404477 -0.018076073772018645 0.060555266355315385 -0.078520849327014253 0.064305129391886526 -0.051183256927470271 -0.017089345564893801 -0.11534060179881603 0.056113976659576639 0.0090846616440032925 0.054219008047026923 0.10598331385175078 -0.15070776116626902 -0.0016393917048708126 -0.096810478529057165 -0.11220627918118027 0.010009973057675649 -0.12672172066332113
leaf_weight=1.6113982208908044 2.0201165701378185 7.6458933934973219 14.146181697036807 0.0069632450704365514 14.700235512562356 0.033994919363067311 0.55878523072988073 5.6551710030289533 26.593085248990064 1.1735225732336405 54.654706321573656 2.2832067532835927 0.097708867018809875 0.97687273063661428 15.429334845658556 0.21895504399435495 83.244055869809642 0.62605087946212723 3.406645465338443 0.40807449506246563 11.412296866083466 0.23806766096095078 0.93899192618118732 1.5236411291261904 0.08498630639405691 2.1244427688279761 1.9710177844262946 7.7129439067121002 0.85432583416195473 5.5982115367660343 12.902865437350552 0.161953076292776 8.8221825178970885 1.3088620209309718 5.0812252413343231 3.39919580838614 3.3467303644429194 0.24302948627155263 0.211436708603287 2.308347942205728 0.21766758972080413 0.38703089160117088 0.31330323927977577 0.24536177425034111 2.7159196991733547 0.31072407113970246 0.21480257809162129 0.22120840474963188 0.17536760523944384 0.27786686466970456 0.6533885834087414 0.19235629175818758
leaf_count=624 4124 1743 8933 17 9737 159 144 2368 14328 341 41822 1214 25 433 14965 23 52975 250 1594 202 2421 26 198 258 36 1360 1256 3174 500 713 5034 79 5215 102 828 652 290 21 94 1139 130 124 112 91 1810 38 18 23 80 57 299 44
internal_value=0 0.008343 -0.00435237 -0.0189939 -0.0129467 0.276406 -0.00523491 -0.00304359 0.0113864 -0.00210543 0.00381238 0.0348882 -0.00493193 0.0243779 -0.00592732 -0.00761681 -0.0055489 -0.0310403 -0.0252346 -0.01905 -0.00280263 0.0156304 0.0073868 0.0098864 0.0204243 0.0400431 0.0731222 0.0165249 0.0213988 -0.00946714 0.0269942 0.0223306 0.00771703 0.0171066 0.026434 0.000657095 0.0449 0.0108382 -0.035291 -0.0241723 0.0807001 0.0197583 -0.0266928 -0.0681258 0.0486061 0.0286276 0.0155281 -0.0780757 0.00783336 0.0143588 -0.0278612 -0.0337809
internal_weight=0 107.151 204.51 16.7613 14.7412 0.0409582 19.617 187.749 87.5339 179.785 58.1114 3.45673 121.674 3.98286 117.691 103.545 87.7071 4.46309 4.24413 15.8374 19.0582 60.9408 22.4247 21.4857 38.5161 6.35906 2.27367 32.157 4.08539 5.83628 14.6762 13.0648 17.4808 15.6494 9.97985 5.66957 4.89862 1.55189 3.61808 7.96352 2.18869 8.65864 0.945696 0.632393 2.81363 2.27038 1.95965 0.436011 3.23107 3.0557 0.931255 1.16923
internal_count=182243 39974 142269 14037 9913 176 4308 128232 35666 124725 43377 1555 81348 2312 79036 70103 54936 1961 1938 15167 4164 21338 3167 2969 18171 3718 1422 14453 2296 739 5737 5113 8716 2230 1241 989 413 123 1688 3507 1386 3501 327 215 1835 337 299 41 1796 1716 356 477
shrinkage=0.1


Tree=61
num_leaves=53
num_cat=0
split_feature=0 6 1 8 4 12 1 1 1 4 4 1 11 0 7 6 11 1 1 12 10 0 4 4 1 1 6 11 6 6 5 7 10 9 9 11 7 0 11 4 12 12 14 12 11 6 11 9 5 5 0 11
split_gain=0.772332 0.649932 0.455867 0.43432 0.372694 0.339713 0.424497 0.39892 0.322745 0.42084 0.598534 0.58498 0.317307 0.2956 0.393934 0.425348 0.362106 0.292184 0.415962 0.293728 0.287548 0.287152 0.276283 0.363739 0.31403 0.275165 0.268286 0.353701 0.31474 0.266477 0.271199 0.293706 0.266251 0.294254 0.325091 0.437806 0.257069 0.302223 0.247893 0.247302 0.26915 0.243896 0.286449 0.238449 0.310811 0.34882 0.231187 0.221564 0.220057 0.234787 0.251664 0.237901
threshold=0.0026952615007758145 -0.040391772924202644 0.55265015363693248 -0.00017787055811428293 0.67095369076938105 1.1016484326024694 0.9869045913219453 0.99742636084556591 0.00048149412032216793 0.30954039426605778 0.33905934133279464 3.0980176234152175e-05 -0.021723349088423802 0.028807345777750019 0.031253418528848789 0.02813357378530125 -0.010468869598563049 0.99807181954383861 0.99742636084556591 0.33139594100300152 0.043131284932130406 0.091341886669397368 1.1166112968378943 1.4527206573327875 0.23287207633256915 0.016005172394216064 0.25799168858232735 0.012639125798445025 -0.16659501844081318 0.26066202452910742 0.25631985369318783 0.011609239645169816 0.0015840904987194579 0.0090656130935282738 0.0032303367423597569 -0.0032420454789632482 0.0061011525503451543 9.6123869298025979e-05 -0.002884191609185864 -1.3364008535372054 -0.91039761405449515 -1.1247525567546794 -0.10142299551518001 3.4969341434884456 -0.011907679692817722 0.050304322076158182 -0.0027142851552568186 -0.00052191745264490658 -0.033143877294689858 -0.051976717895149877 0.31423275172710424 0.011832419495830752
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 39 8 32 13 17 -7 47 9 -2 11 -11 -9 16 15 21 -4 18 -6 -20 -16 -15 25 -24 -25 26 28 -28 -10 -27 31 -31 33 34 35 41 -36 -38 -37 -1 -41 42 -3 -43 -45 -46 -40 -8 49 -12 51 -51
right_child=2 3 4 -5 5 6 7 12 22 10 48 -13 -14 14 20 -17 -18 -19 19 -21 -22 -23 23 24 -26 29 27 -29 -30 30 -32 -33 -34 -35 36 38 37 -39 46 40 -42 43 -44 44 45 -47 -48 -49 -50 50 -52 -53
leaf_value=0.074569142175752265 -0.065530447221654617 -0.18078154204345598 -0.021529154134925114 0.017280494495449664 -0.010848748426806784 -0.0075482942748887191 0.064331751285586852 -0.1006149583905049 0.0059922395119819524 0.63922724821997146 -0.025476378436868109 0.0016070837609706906 0.0091125714346701175 0.031136154912284088 -0.050165141013249995 0.050143368640738831 0.018600435531417124 0.053380143136985136 0.041227837151637914 -0.12637961307428214 0.069375473888581757 -0.015763633662651329 0.029623257846261925 -0.00019572256089121407 -0.090933061938352266 -0.0013617745778034098 0.022583751294075891 -0.046376823263136725 -0.026961977667842647 0.007805318636204552 -0.03680584085295581 -0.026880032168163259 0.018147066078616183 0.018299515512392724 -0.033042254030986658 -0.1360885448623318 0.056557351483779453 -0.14584819528333756 0.1034210166434763 -0.0045956591450600996 0.026996471025571008 0.0050597830449395469 0.03354101486426405 0.052777951320818556 -0.14184056730945724 0.013921653914100968 -0.046182702287487998 0.021696320743192554 -0.02080540548486931 0.084866534916537617 -0.0046840794952844452 -0.043318802591309977
leaf_weight=0.92555146625818707 1.656133877734361 0.14299746788310586 3.7244436825367302 11.301554005975957 13.739509952713886 6.3594377465387861 2.3639966963673942 0.33294673742784642 3.655249182289487 0.010207302522757256 1.2582887430553458 0.030007089109858498 1.052064214920392 3.0629816482169172 1.010519126550206 6.006948608704306 5.616893093533351 0.64562462734102233 0.12182896286321998 0.50073162893932022 0.23397078204288835 2.2510440050746183 5.5906173220246256 3.1907164968797592 0.41561680736413098 146.75926521734755 3.4099166184436163 0.9326430687742685 13.872043687471431 5.8392627967320987 4.2439408359605286 4.1705497394068516 3.3596103341205881 2.5489864385199317 1.3324085737149278 0.28682074367316124 0.077834880823502206 0.45135783864770929 0.092913294010941283 3.1874803438113331 17.332376751409811 8.2646188311723527 0.094140565823182309 0.20190913099213503 0.38558632835338436 0.21891457076708321 1.8835526414932287 2.5526794038778462 10.63193948232947 0.85679902346237147 1.0894990483793661 0.16216575027647195
leaf_count=262 3535 43 1754 2565 5179 2574 759 71 5267 19 2892 138 453 2595 493 3506 4493 224 41 91 124 1648 3349 2329 211 87733 2145 1128 21665 3159 2241 2016 934 728 291 59 12 116 23 1233 5119 1599 34 35 40 26 517 555 5502 285 376 57
internal_value=0 0.0110687 -0.00228161 0.00172081 0.00633315 -0.00138274 0.010673 0.029031 -0.00433747 -0.0181173 -0.0124491 0.308748 -0.0181964 0.0160718 0.0260766 0.0319481 0.00259015 -0.011554 -0.0145348 -0.0933488 -0.027037 0.0112827 -0.00320995 0.0136862 -0.0110436 -0.00406087 -0.0145813 0.00764584 -0.0200904 -0.00263049 -0.0156756 -0.00666801 -0.00737834 -0.0127581 -0.0186677 -0.0123812 -0.0572616 -0.115216 -0.0516461 0.0244136 0.0220893 -0.00275453 -0.0992585 -4.44161e-05 -0.0513466 -0.0866343 -0.0382994 0.0423522 -0.0137582 0.00848883 0.0288017 0.0640771
internal_weight=0 52.0886 257.35 30.6432 49.5756 27.6688 12.6611 6.30169 207.775 15.695 14.0389 0.0402144 1.38501 21.9068 12.5655 11.321 9.34134 15.0077 14.3621 0.622561 1.24449 5.31403 192.08 9.19695 3.60633 182.883 21.8699 4.34256 17.5273 161.013 14.2538 10.0098 19.3417 15.982 13.4331 11.5715 1.8616 0.529193 2.26329 21.4454 20.5199 9.30817 0.237138 9.07103 0.80641 0.604501 1.97647 4.91668 13.9987 3.36675 2.10846 1.01896
internal_count=182243 13636 168607 7022 24560 9947 4412 1838 144047 12804 9269 157 524 14613 8366 7749 6247 5535 5311 132 617 4243 131243 5889 2540 125354 30205 3273 26932 95149 7416 5175 4457 3523 2795 2376 419 128 599 6614 6352 1777 77 1700 101 66 540 1314 9112 3610 718 342
shrinkage=0.1


Tree=62
num_leaves=53
num_cat=0
split_feature=3 15 10 13 14 13 16 3 3 6 16 6 5 5 8 15 6 5 14 12 14 8 8 5 14 6 4 5 9 4 3 6 15 15 13 16 9 9 13 12 14 6 9 4 13 8 8 5 6 4 4 3
split_gain=0.784036 0.392928 0.4228 0.431514 0.354722 0.494931 0.373619 0.372761 0.375581 0.342033 0.3385 0.32411 0.29144 0.3705 0.294972 0.27758 0.303085 0.268292 0.26268 0.337626 0.262466 0.331606 0.258388 0.256178 0.24956 0.324692 0.249126 0.265662 0.403747 0.386633 0.313841 0.247143 0.269961 0.583862 0.382228 0.250653 0.240279 0.23834 0.281156 0.230246 0.291941 0.222079 0.219364 0.211238 0.246105 0.208049 0.224081 0.207098 0.347414 0.204776 0.201549 0.2602
threshold=-0.016548758547287431 0.016228153401848092 0.053961143096341514 0.23742644691161255 -0.10807737635247465 0.24284364306346609 -0.095413534914909989 -0.57733215484768141 -0.051436327397823327 0.17006588193633446 0.021533996186417208 0.2483601803409147 -0.11103099343620644 -0.037908233087746553 -0.03443847642225991 -0.076550121047506497 0.53808261780789834 0.42962537404279127 -0.26579566708581809 3.4969341434884456 -0.43280932502810071 -0.021462925527265694 -0.019273843996363383 0.031117497106155786 -0.50901694267027531 -0.0088662010884274726 -1.4614299362318828 0.41636857232992813 0.0014089283382379305 -1.1141207227940975 -0.28085850737988943 0.37000377884261987 0.081325197324548695 0.052633052403109025 0.38653157303838892 0.12590927187290579 1.0000000180025095e-35 0.0095269366663569364 0.06050175198324733 -0.12325875322918915 0.061191059071691971 0.15024828979759139 0.019420034110889467 1.4479182887617477 0.22277050310600363 -0.004856876782728098 0.010650705789267429 -0.23730368124005188 -0.29642867830426517 1.4479182887617477 -1.1614503417449777 -0.012824418488889931
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 50 11 -4 6 15 12 31 9 24 -10 -3 14 20 -1 16 43 47 19 22 -14 -22 -11 -15 25 -9 -17 36 29 -29 -30 32 33 34 -8 -36 -28 38 -13 -39 -41 -26 -12 -6 -45 -23 -47 48 -7 -37 51 -2
right_child=1 2 3 -5 5 17 7 8 10 18 42 37 13 23 -16 26 -18 -19 -20 -21 21 45 -24 -25 41 -27 27 28 30 -31 -32 -33 -34 -35 35 49 -38 39 -40 40 -42 -43 -44 44 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=-0.06283742671647928 -0.091269438989621809 -0.0039503606770080685 0.072370825996533272 -0.048636558628008232 -0.0084129577422673834 0.11132401012818033 0.034489989245254468 0.068581400200628972 0.047741143812034474 0.044788897741196099 0.018791099738879373 0.024149976270397177 -0.14196507223727636 0.062060956140290724 0.027672384436624859 0.026442101078931215 -0.12409072604267893 0.058300817035435375 -0.019792644106783594 0.10716314056793122 0.11148177173460934 -0.089617472930093436 -0.0092403319211801279 -0.0065836760822264254 0.0079805975452015079 -0.045040697100670324 -0.0057829444243724798 -0.058948264754600646 0.016766067685392419 0.033995045831766539 -0.075779044255626038 0.085969907599125039 0.056385417485055295 -0.061474503686275939 0.016455632640387526 -0.1922985278865928 0.0071570319949757714 0.011743428607971902 -0.015282013316172696 0.10755129199602492 -0.028446072992211302 0.056076858563987413 -0.043449334448231257 -0.035684432280535104 -0.18568163265709633 0.021258091004501864 -0.10909892946169025 0.017084425419740017 -0.014183854684400563 -0.016598405580796682 -0.00812322577125223 -0.019843897230982475
leaf_weight=0.37802656850544725 0.52834231835004075 47.320888748809693 1.4513380335174577 0.35541664968332032 17.039640975683717 0.21550160393235263 6.1647164801151995 1.4600064521218881 4.5993305657155457 1.1280043029328224 2.9080215878630047 4.4730123775336761 0.26143030784442078 0.55529145732725282 4.0960577613750528 3.6256902558307038 0.22423190496920042 1.3149806263172639 7.1190865451021619 0.31465164280962188 0.12359850949724194 0.65361902732911381 3.8767937651464308 10.653654878224641 19.829228756463646 0.29031032706915993 26.188677860253847 0.62031072283934952 0.4630884530488405 1.4833470600806311 1.6415312916760738 0.75793191070261023 2.3794112751820649 0.81183197947211727 0.25885045354152669 0.14418720869434765 31.700978361648595 0.92840936711672839 3.011716870125781 0.78767433617394977 0.18837727004574845 0.99212702530348806 0.68489817349473003 1.140619632846209 0.10562910133739922 0.52319328225439943 0.15700273997754266 16.492340893953042 4.1012090261774636 0.11855896923225373 61.55183774237446 8.2373482853545266
leaf_count=108 106 39509 694 234 8342 94 1869 417 1991 218 1400 2463 45 404 2049 1015 106 371 1859 16 47 226 720 2656 8618 161 13585 152 104 635 533 136 618 237 104 33 16605 613 1301 248 165 311 246 316 13 265 42 8207 2152 14 56712 4116
internal_value=0 -0.00511134 0.000942589 0.0483273 0.00513514 0.00147695 0.0105949 0.014711 0.0105744 0.00605675 0.0298264 -0.000581586 -0.00214149 -0.0097547 0.0198088 -0.00201979 -0.0128306 0.0147813 -0.00725141 0.0095426 -0.0527379 -0.0352298 0.00305127 -0.00309108 0.0133904 0.0494752 0.00102753 -0.000463415 -0.0246687 0.00632699 -0.0554458 0.0314694 0.027142 0.0177518 0.0275073 -0.0534529 0.00130314 0.0163724 0.00828464 0.0477915 0.081265 0.0103178 0.00677263 -0.0113482 -0.0508059 -0.0500994 -0.0108232 0.0119842 -0.00749169 -0.119035 -0.0101483 -0.0243232
internal_weight=0 128.834 58.5168 1.80675 177.598 106.358 71.2398 53.8379 43.2025 35.0102 8.19225 56.7101 17.4019 12.9278 4.47408 84.2337 18.5101 22.124 12.4385 5.31945 1.71884 1.45741 5.0048 11.2089 22.5717 1.75032 65.7236 62.0979 4.20828 2.10366 2.10462 10.6355 9.87756 7.49815 6.68631 0.521597 57.8897 9.38919 7.48473 1.90446 0.976052 20.8214 3.59292 18.2859 1.24625 1.33382 0.680196 20.8091 4.31671 0.262746 70.3175 8.76569
internal_count=183201 106161 45227 928 77040 52230 24810 18968 15957 12320 3637 44299 5842 3685 2157 41406 8777 10824 2813 954 625 580 938 3060 9507 578 32629 31614 1424 787 637 3011 2875 2257 2020 151 30190 4790 3764 1026 413 8929 1646 8671 329 533 307 10453 2246 47 60934 4222
shrinkage=0.1


Tree=63
num_leaves=53
num_cat=0
split_feature=1 4 5 0 1 5 0 3 5 14 13 9 0 13 3 4 4 1 6 0 6 6 1 4 3 14 4 0 13 15 6 6 3 13 14 15 10 8 6 13 5 6 6 3 5 6 4 15 13 6 14 13
split_gain=1.08274 0.385599 0.358625 0.349543 0.328114 0.452516 0.435892 0.365154 0.403915 0.377521 0.322653 0.311113 0.454075 0.304181 0.292979 0.417286 0.307462 0.282508 0.292146 0.274382 0.26648 0.540389 0.624606 0.365877 0.357627 0.278805 0.269169 0.283163 0.267963 0.263544 0.288121 0.262809 0.411015 0.258033 0.257746 0.255276 0.251921 0.249263 0.352931 0.271328 0.301621 0.261113 0.280838 0.416389 0.260361 0.271281 0.248107 0.257263 0.295658 0.24669 0.241877 0.240766
threshold=0.31723904609680181 0.6576651433769608 0.09937274654043779 0.00031691652839072054 0.99318313598632824 -0.3931294724816945 5.0803284466383054e-05 -0.92367505627044 -0.038664411171241191 -0.078445979597275173 0.93269462661030711 -0.0032077094226930923 0.0077465265057981023 0.57521333225291615 0.46561717589065671 -0.089599411239079552 1.4527206573327875 0.7793693244457246 0.59456748156823647 0.43446987867355352 -0.017981852432999972 -0.019595493020937781 0.9904955029487611 0.70919976675903029 0.10684710368514062 -0.21516865943168345 2.1246048965242164 0.00031691652839072054 0.79731775869309685 -0.12705010731034619 0.19966159345964965 0.14671557381789338 -0.63639633543789376 0.3282728982944243 0.38081157294055662 0.1396555069255547 -0.0048786670193844252 0.017858756712145447 -0.30526653718171087 0.17936269375350083 -0.17302973800757276 0.25922637905053864 -0.18298548083612604 -0.16043135710060594 0.7743857868206182 -0.1269280525811772 -0.0069611825854002619 0.050032453429135919 -0.16416185975244987 -0.28268999559502533 -0.43280932502810071 0.14245787929328232
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 11 33 6 -6 31 8 -7 13 14 29 46 -9 19 -16 -17 18 -4 34 21 26 24 25 28 -22 -8 36 -23 30 -2 -3 -33 -1 37 -19 -28 39 -39 -5 -41 42 43 -42 49 -46 47 48 -13 -40 51 -29
right_child=1 4 17 10 5 7 20 9 -10 -11 -12 12 -14 -15 15 16 -18 35 -20 -21 23 22 -24 -25 -26 -27 27 50 -30 -31 -32 32 -34 -35 -36 -37 -38 38 44 40 41 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.029552050356406252 -0.0080135062091533042 0.060029833942124328 0.014862237093714696 -0.0065707150086410614 -0.080209183370143808 0.13589952127240804 0.02589494489526566 0.010511078812509945 -0.06494882415068462 0.048819695006889693 0.065796656156524691 0.04705995682694452 0.006339319484876981 0.10269159260757628 -0.052898994610417999 0.005756388229780759 -0.042959205988866073 0.065003083164558148 0.13881429229942718 0.034505908108019116 0.020160261266272735 -0.015975166030861725 -0.13389520496422766 0.015237257415823428 -0.15096721879814817 -0.023733481310001969 -0.050354823284832477 -0.049095143791560457 -0.15163561067657239 0.0039481158900567604 -0.10083785732241637 0.065819378996528552 -0.040580534556366198 -0.060068920055105113 -0.026066598159349176 -0.0076409846715938855 0.04772874698185265 0.052498567046108981 -0.078410851849090052 -0.014420860783472871 0.04091650469063008 -0.018828809336055422 0.019054241034540901 -0.022039826261678466 0.067556515240780823 -0.095705723223008896 0.057875966808574847 0.049344063236694165 -0.014479877570630035 0.0062985002590786043 -0.029274427315585022 0.061188482948444027
leaf_weight=4.5039048961880317 0.91909856319943972 1.7248955942213791 5.3506083840584306 128.00326910195531 0.47305951536691537 0.096429069611986051 2.6381445810366095 13.846754785856323 0.85940104021938424 3.6782228743977567 0.64413794214306008 1.1532684330013583 12.575070524638248 0.35023219425966168 2.8849438172601367 4.8102912976610224 1.753872545847116 3.3320663642935533 0.17999391452758562 1.8832565866182438 1.8935135811207144 3.9440946433896906 0.62482880117022421 10.711292636729011 0.20680516870925192 5.9692022505150844 0.31717325211502601 0.27307554928120126 0.13401812687516201 9.0213890154254859 0.51110238956607645 0.59312069922452793 0.87775291464640737 0.32960317105607817 4.9892425522868953 0.56132882605118073 1.2132498868741093 1.5351785557832069 0.33175179969476332 7.170391789486529 1.3721113161518586 3.0008100239510886 16.649012643049673 4.2905497015472127 0.11556512638344429 0.46244499405292927 3.2371769101546324 2.2549169243256983 2.3266512962973138 21.820648500949119 5.1112903324537919 0.61326153151458129
leaf_count=1105 621 234 2825 91221 94 64 2979 2724 115 801 300 245 8637 64 4769 6133 1017 2274 35 2574 311 566 49 4166 16 1166 48 74 9 6501 154 38 65 111 3892 335 123 667 148 4689 491 974 9010 1812 59 120 2042 726 1188 12979 1717 124
internal_value=0 0.00949949 0.0168167 -0.00328191 0.00409789 0.0146525 -0.00143621 0.0171082 -0.042596 0.0203395 -0.00391951 0.0117553 0.0186181 0.0129094 -0.00414858 -0.0213222 -0.00733993 0.0339483 0.0193237 -0.00329986 -0.00479418 -0.0146638 -0.0418427 0.00322295 -0.0279269 -0.0131415 -0.00148813 -0.0111223 -0.0210656 -0.00240057 -0.0420079 0.0337542 0.00259544 0.023245 -0.00367826 0.0545424 0.0270601 -0.00307124 0.00637179 -0.00449957 0.0036612 0.00878986 0.0125163 -0.00670548 0.00321825 -0.0620323 0.0357818 0.0231713 0.00604898 0.00496868 -0.020916 0.0269164
internal_weight=0 97.5725 41.4227 206.551 56.1498 19.3041 36.8457 18.831 0.95583 17.8752 201.717 31.9987 21.5471 14.197 201.073 9.44911 6.56416 9.424 5.5306 191.624 33.65 15.0759 4.90975 18.574 4.28492 7.86272 10.1662 7.52805 4.07811 10.4516 1.4302 3.19577 1.47087 4.83351 189.741 3.8934 1.53042 184.752 24.2656 160.486 32.4829 25.3125 22.3117 5.66266 22.7304 0.57801 8.97201 5.73484 3.47992 22.1524 5.99763 0.886337
internal_count=183201 41130 25583 142071 15547 3862 11685 3768 179 3589 140855 20114 12838 2788 140555 11919 7150 5469 2860 128636 11348 5705 640 5643 591 1477 5065 2086 575 7276 775 337 103 1216 126062 2609 171 122170 13973 108197 16976 12287 11313 2303 13306 179 4201 2159 1433 13127 1915 198
shrinkage=0.1


Tree=64
num_leaves=53
num_cat=0
split_feature=3 11 3 10 0 14 9 13 9 13 9 13 11 16 9 14 11 6 3 9 14 4 16 0 13 11 10 4 4 12 12 13 14 3 16 9 15 14 10 13 3 9 9 14 9 12 15 0 14 14 6 9
split_gain=0.582729 0.381299 0.377093 0.347317 0.381401 0.363216 0.270377 0.358214 0.253919 0.240928 0.235037 0.258983 0.337634 0.24877 0.269853 0.344604 0.268925 0.2339 0.206393 0.205688 0.205597 0.214205 0.204998 0.202724 0.196938 0.195946 0.190555 0.209289 0.187593 0.205505 0.209265 0.182252 0.185146 0.298842 0.184678 0.27142 0.181661 0.2487 0.211361 0.206163 0.181648 0.261424 0.278645 0.216988 0.213621 0.202096 0.488968 0.181219 0.208769 0.287895 0.238199 0.215982
threshold=-0.1259549958631396 0.10071481899859057 0.31847900772118015 0.010560914837191886 0.00022927719692233953 -0.048984672363822514 0.013606925661568217 -0.93952408320376946 0.02111502705634162 0.099461158665041169 0.068087014052213873 0.056547609272423284 -0.10081818526521412 0.060323913829588981 -0.0041984545818396562 0.050529858266366363 -0.074929512094971493 0.45990113941969257 -0.13492357125505802 0.00058431178045350251 0.0082585774525497698 1.3925792515278432 -0.091673144696509182 0.0026952615007758145 0.16618183687862723 -0.10081818526521412 -7.6041087948388724e-05 0.6576651433769608 0.93779160853111365 -0.57811376513414181 1.0000000180025095e-35 -0.4983386617320929 0.033386553261170508 -0.10668660700321196 0.32074581763013504 0.011410109956776118 0.2867279151167314 0.059648938985657325 -0.046108938006827901 0.23232221641457371 -0.50470731093082566 -0.0045458816702460226 -0.0037844306263704335 -0.18542279280463878 -0.032198012437725028 4.0399020798231957 -0.050964978661044234 0.044924153015017516 -0.27466115071738645 -0.31838904035360671 -0.25242007380371451 0.0086424096158090897
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 5 -5 6 7 -1 23 25 11 12 -2 -13 15 -15 -16 40 -11 28 21 -4 -10 -8 -19 -6 -22 -28 -7 -30 -31 -14 34 -34 -33 -36 38 39 -18 -38 41 -9 43 -43 -42 -46 -47 48 49 -44 -51 -50
right_child=2 -3 20 4 9 19 8 17 22 18 -12 13 31 14 16 -17 36 24 -20 -21 26 -23 -24 -25 -26 -27 27 -29 29 30 -32 32 33 -35 35 -37 37 -39 -40 -41 44 42 47 -45 45 46 -48 -49 51 50 -52 -53
leaf_value=-0.15662275297781231 0.085735682484506179 -0.078911685730553849 -0.0092859792247917388 0.073110248031322822 0.10917267547736365 0.0075199195644369962 0.062775041327146702 0.019312991804132894 0.035047343110402904 0.034274553764316477 0.024985926914161752 -0.0024050286171788584 -0.028476177756262107 0.015325514046709305 -0.10052911253055244 -0.018759604854529943 -0.11140810691400545 -0.0090558526482407732 -0.061475355369486777 -0.014618256953667395 -0.048683027367729503 0.05427106638254986 0.0010588077481159207 0.017124899193107859 -0.15038206665564779 -0.0084174474315266076 -0.036788470413135224 -0.0049919190447599293 0.074994066183662306 -0.088134227082278166 -0.014884730222083109 -0.0026378618938716824 -0.082678506947640742 -0.01106496392068515 0.0095754736038189368 -0.13589858519749404 -0.11062447946253047 0.04582240197948801 0.02562042067880646 0.023031442713999196 -0.046396160998530202 0.0099578314208063224 -0.0073239030779466419 -0.099459764690702696 0.013894363773109439 -0.169404470396604 0.031242073188244696 -0.05686972446720983 -0.00045800633293226228 0.03425060956609139 -0.11327675048584761 0.049107367777635288
leaf_weight=0.11898114012728811 0.37931913533975503 0.5125741580122839 3.4687591569040697 1.3356293969627575 0.13007866531552315 13.146748492521516 2.2011785435097404 4.326394368354161 2.5782590270409846 4.8897370562044662 3.0324302889966921 58.209610692309184 3.6831060160980078 6.0478145525448799 0.16678373178001393 5.7873484059446128 0.096613863104720532 0.23303623033188969 0.22023636956873893 12.660928409994083 2.7436497755306837 0.60780727348901553 5.6122631177927351 1.7637521126598583 0.15647388873185264 3.5009362209675583 3.5562805645734539 4.9352393547596876 0.19358646159889792 0.45549551514704889 2.2861782729960396 69.724509732712249 0.57764004605997143 28.936747895823999 0.25335461582471808 0.23773903879555291 0.33216341033403374 0.29873791331192479 11.845340083292736 0.16437582772050519 0.60911911961738496 0.26079386740821064 1.8948040322775344 0.55508280102367358 26.065484883987455 0.18666852652677335 0.28870914134313252 0.62359811031092327 7.6427207924543712 0.12871277968224604 0.5194389543030401 0.97577675404681929
leaf_count=26 185 160 4407 224 35 6943 479 1382 637 1922 1184 33193 4303 3005 38 3169 35 101 87 5499 3662 273 1674 665 37 1256 6823 3401 119 132 669 46479 310 28021 157 64 83 131 6402 62 165 67 547 126 10346 21 69 288 2423 33 149 290
internal_value=0 0.00566716 -0.00376974 0.00613528 0.0236784 0.00406289 0.00870132 0.00509264 0.0219113 0.0159935 -0.00255082 -0.0030003 -0.00632905 0.00116538 0.00956205 -0.00134508 0.0195539 0.00558713 0.029951 -0.00509352 -0.0188567 0.000382749 0.0118101 0.0426335 -0.0698751 -0.0036987 -0.0258272 -0.018357 0.00241283 -0.0203698 -0.0275386 -0.00668127 -0.00587149 -0.012515 -0.00307654 -0.0631134 0.0212628 -0.0246111 0.0243495 -0.0671046 0.0062816 -0.00184778 -0.0091299 -0.0650127 0.011348 0.0127031 -0.0507809 -0.00517 -0.00219653 -0.0272709 -0.0838492 0.00524235
internal_weight=0 96.0734 205.085 95.5608 10.0766 85.4842 56.7412 44.5858 12.1555 8.74099 189.774 186.741 103.792 82.9488 24.7392 11.8352 12.904 44.4668 5.10997 28.7429 15.3117 4.07657 8.19052 3.96493 0.38951 3.63101 11.2352 8.49152 16.082 2.93526 2.74167 103.413 99.73 29.5144 70.2156 0.491094 12.7372 0.795277 11.942 0.496539 44.0773 16.9273 12.6009 0.815877 27.15 26.5409 0.475378 11.7851 11.1615 2.54296 0.648152 8.6185
internal_count=181958 36571 145387 36411 3524 32887 19525 16070 3455 3300 126821 125637 79519 46118 12925 6174 6751 16044 2009 13362 18566 4680 2311 1144 138 1291 13886 10224 7863 920 801 79334 75031 28331 46700 221 6713 276 6437 145 15906 5305 3923 193 10601 10436 90 3730 3442 729 182 2713
shrinkage=0.1


Tree=65
num_leaves=53
num_cat=0
split_feature=14 11 3 3 16 0 6 6 3 12 8 13 10 7 7 7 3 13 3 14 6 8 9 11 6 7 14 0 6 6 13 10 13 6 16 0 6 13 11 0 10 8 11 11 13 6 6 14 10 9 14 7
split_gain=0.568115 0.424601 0.393852 0.355638 0.366724 0.32228 0.43491 0.608267 0.457768 0.302788 0.277382 0.262937 0.258305 0.256449 0.250027 0.65642 0.260232 0.253648 0.24632 0.241616 0.233569 0.21114 0.246027 0.239087 0.322892 0.221046 0.203786 0.194973 0.221171 0.190691 0.190363 0.230991 0.335898 0.298585 0.182236 0.18132 0.296118 0.301986 0.246357 0.227078 0.253161 0.230525 0.245188 0.232805 0.224267 0.248126 0.294814 0.275109 0.193492 0.199239 0.191223 0.181188
threshold=-0.034291559667609141 -0.10081818526521412 0.31847900772118015 -0.84611661394592363 0.1288489757448027 9.6123869298025979e-05 -0.065634821850583253 -0.057520128630812968 -0.33080712379887695 3.4969341434884456 -0.10652780394777246 -0.45870111287242499 -7.6041087948388724e-05 0.012517153450503403 -0.0018883204586049556 -0.00018604217177427526 -0.84611661394592363 0.075007200915854721 0.082973744254559292 -0.38320843697538304 0.16337629188886407 -0.00026061350053208126 -0.0052668547706099089 0.024810478905956106 -0.17646892689774168 0.022626703313817793 -0.035607301065660006 0.084223687648773207 -0.35299092965499163 0.074899153868335469 -0.14570792062399002 0.0015029960480302279 0.015287802515666601 -0.1408644630305336 0.03869414202302713 0.16934216767549518 0.17329541063708234 -0.099071370065079115 -0.030577705801977797 0.032879732549190528 -0.0096726930949186541 0.0028519328430000289 -0.002884191609185864 -0.02835521110086307 0.61355381764058803 -0.11266776780271913 -0.13071822402608343 0.023010362776537834 -0.0068253078079858441 0.01111265833078459 0.203974437609905 -0.038230255721566249
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 3 -3 35 6 8 -8 -1 14 -7 -12 -2 -10 -9 16 -16 34 -6 -13 -19 26 25 30 -25 -23 -21 28 -27 -30 -24 -32 33 -33 -17 36 37 -5 -39 40 -40 42 44 -43 45 46 50 -48 49 -42 -41 -37
right_child=1 2 -4 4 18 10 7 9 13 -11 11 19 -14 -15 15 17 -18 20 -20 21 -22 22 23 24 -26 27 -28 -29 29 -31 31 32 -34 -35 -36 51 -38 38 39 41 48 43 -44 -45 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=0.019285360251285286 -0.019011501063386692 0.035587764367549533 -0.022312997347253678 -0.018517324453167529 0.016632783652561323 -0.053033990047014402 -0.17966124071587541 0.039558551749136438 0.064470200676989567 -0.073629467241530508 -0.019675803481429537 0.017303668867149714 0.10756618754046854 0.16557396237544209 -0.16451274052320397 0.050371088475391471 -0.039351443552141381 0.05418537736660483 -0.017012399501817783 -0.0014785624580955503 -0.04662041086011013 0.002043082167198969 -0.00087028846984167716 0.12034418764860344 0.0158750746857554 0.12731628684243593 0.053924138768951663 0.018280943552949371 -0.088140491302792973 -0.020789763968712786 0.020798576904872856 -0.088764133070815501 0.018830017068006705 -0.009188218308805814 -0.025842623800020011 0.048376121426176949 -0.016748017503487225 -0.046279945459120841 0.030563610255649472 -0.025777632118968986 -0.043542596544836214 0.13211543958167413 -0.0058412930261934944 0.0022808193235655987 0.042932948219852357 -0.0157431988243345 -0.17045742960108556 -0.013479063720426291 0.0043346382959739615 0.08134619346691635 -0.1054402163494642 0.0016017415566782914
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leaf_count=573 94 805 15640 13587 6611 319 16 384 228 51 4047 3954 193 17 25 201 84 137 2174 36471 91 4712 6584 65 302 9 364 300 246 403 8811 258 1520 915 75 738 13500 412 1599 1103 747 30 12384 10597 264 2666 51 108 13972 57 70 13394
internal_value=0 -0.00484478 -0.00521891 -0.00369388 -0.00434576 0.00386677 0.0197326 0.0038005 0.0429179 0.0085144 0.00249039 0.00285775 0.0697664 0.0835499 0.0138685 -0.00123935 -0.0866413 0.017559 0.0105728 0.0037218 -0.0202552 0.00235308 0.00773055 0.0116735 0.0539263 -0.00609026 -0.000970529 -0.0331787 -0.0494009 -0.0560849 0.0100556 0.0152035 -0.00273557 -0.0310477 0.0374642 -0.00614569 -0.00753655 -0.00455387 -0.00189895 -0.00108806 0.00565183 -0.00609524 -0.0123364 0.00346965 -0.0285124 -0.0331526 -0.0559484 -0.122745 0.0021072 -0.0324178 -0.039239 0.00455045
internal_weight=0 151.859 151.118 138.76 136.51 147.603 11.7639 6.98473 4.77918 6.82612 135.839 134.963 0.741414 1.74108 6.42215 4.05451 0.720003 3.33451 14.6876 129.993 1.14984 118.111 45.1067 35.0968 1.27333 10.01 73.0044 2.29897 1.74848 1.69633 33.8234 22.9862 5.46695 2.36039 2.18467 121.823 107.809 81.4589 68.462 67.2512 28.6648 38.5864 23.3472 15.2393 6.67169 6.27366 2.69971 0.517863 25.1109 1.50743 2.18185 14.0137
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shrinkage=0.1


Tree=66
num_leaves=53
num_cat=0
split_feature=1 8 1 6 4 3 8 10 10 12 3 3 12 6 12 6 6 10 1 13 4 4 4 3 2 1 3 4 4 4 2 14 4 2 8 3 6 6 4 1 9 4 1 1 10 2 6 9 2 10 10 14
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threshold=0.09121639654040338 0.00086754549605378686 0.00053950073197484027 -0.033461483476572892 2.0646844309589181 -0.44244222302222619 -0.079625210969985274 0.0081185016126660101 -0.0062154360870954059 2.2408231435506658 -0.88486533024115477 -0.021538627333939072 1.765209555802794 -0.019595493020937781 1.8079525092746771 0.19930075493875557 0.084165586763417746 -0.07111817081744555 0.9814734458923341 -0.037428041364478505 2.0646844309589181 1.4439149493576366 -1.0884292961047983 -0.92367505627044 0.0001121410205087159 0.67544677853584301 -0.5263446025783195 1.3582557397339372 2.1246424798713766 1.3084700161966323 0.68279042840003978 -0.40485072173455755 1.478612421773015 0.99106881022453319 0.0092529722956321715 -0.31670347647741431 -0.02194387578606832 -0.14337846602811047 -0.089599411239079552 0.65283843874931347 0.068087014052213873 -1.1141207227940975 0.50958999991416942 0.44382876157760626 -0.017027477930626606 0.88159486651420604 0.53808261780789834 0.038129452536565342 0.00038955945638008421 0.011117028748236236 0.0026042455040002706 -0.24950081013850506
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
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right_child=1 4 5 36 8 6 29 37 26 10 11 16 13 14 25 -17 43 -19 19 -21 -22 23 48 44 -26 -27 -28 28 -30 31 -32 32 -34 -35 45 -37 -38 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 -49 -50 -51 51 -53
leaf_value=-0.05354909526974188 -0.018762243130985828 -0.00072843085726218492 0.020606432758832907 0.04861344380592636 -0.0038356147404475884 0.066927133141021541 -0.0049149568977247052 -0.00086920562930932097 0.0099502574760443174 -0.0025993572767480759 0.016633995166875866 0.056395107401719262 0.012268141667228933 -0.15215603303819952 0.0022497725028391433 -0.12542582655243592 0.020010183741208505 -0.061803796746747179 -0.046740355418387253 0.042778901743743325 -0.046243430522214968 -0.14996775294724607 0.022019287031623702 -0.028200278740857287 0.02854877961893228 -0.051289609896163504 0.080203747094536065 -0.061891721347368436 0.043287054998670617 -0.10684015777862961 -0.035867775894503309 -0.10124139022099608 -0.0045532511150538661 0.1338139824527379 -0.058537419322545726 0.056557686505863083 -0.01062476811803181 -0.089720310924048155 0.0023446542408579879 0.04946689811479385 0.047573790459051579 0.015989948998559784 -0.17060174012516557 -0.068901874767776775 -0.0012790323368299114 0.035771748870054985 0.049712999310016243 0.01577816267455329 0.0032208669768992331 0.089794485620253536 -0.14057884547318453 0.021745516097302527
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leaf_count=4384 1691 1391 1783 445 186 102 72346 1284 99 156 2686 778 1193 126 671 29 205 675 83 1329 263 29 3353 846 34 669 242 253 123 19 13748 14 1924 166 195 932 6809 660 11272 1733 374 8982 29 339 3114 199 857 2161 30742 137 79 314
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shrinkage=0.1


Tree=67
num_leaves=53
num_cat=0
split_feature=1 15 4 2 4 2 5 10 13 2 5 2 8 16 5 3 8 10 1 4 16 10 15 2 5 12 13 16 10 10 16 3 13 12 12 13 3 16 2 1 12 8 10 8 15 3 8 10 8 15 1 12
split_gain=0.709395 0.335514 0.330008 0.276536 0.445664 0.339738 0.330201 0.428961 0.291787 0.273859 0.277044 0.633382 0.269752 0.269127 0.246848 0.241338 0.290243 0.263599 0.255281 0.25596 0.242713 0.22849 0.224207 0.246896 0.221504 0.213856 0.317679 0.212155 0.22273 0.401363 0.264067 0.210867 0.210685 0.209927 0.207717 0.206682 0.208899 0.231133 0.202247 0.207296 0.222227 0.202005 0.201272 0.260714 0.196119 0.229934 0.188486 0.214991 0.187328 0.229298 0.187085 0.182157
threshold=0.09121639654040338 -0.11229548976918541 2.1246424798713766 1.8110275959770664e-05 -0.11701819401631523 0.011172657832503321 -0.24012935467358248 -0.0074904958398057846 -0.28829498245030649 0.97938668727874767 -0.21750013566334339 0.99746364355087291 -0.0018759749063707737 0.19962776004167007 -0.25211838239984691 -0.44244222302222619 0.0017767370906382758 -0.096001346006287083 0.0086386380717158335 1.3582557397339372 0.15778458003362986 0.0087006308571844979 -0.017605963565396676 0.00026470178272575145 -0.53393363086324508 -0.34402602047329217 -0.23578269898840432 0.028511339705803381 0.0056127031750454115 0.0027864188429605774 -0.013601446661285028 0.26040027989074593 0.93269462661030711 0.092615437408875081 1.3084620975573558 0.24284364306346609 -0.090314926579594598 -0.093543630362123029 0.024542905390262607 0.32961785793304449 -1.3517162507518776 0.046658313637552691 -0.016421323724647233 -0.004856876782728098 -0.12184891970669004 -0.045168767144787118 -0.079625210969985274 -0.07111817081744555 0.0016835979450196283 -0.097691659262934147 0.99521169066429149 -0.20469524655890969
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 24 6 5 12 7 -3 -8 15 11 -11 -5 31 34 -1 18 -18 19 -17 32 -12 23 -6 -2 -26 51 28 29 42 -31 35 -19 -28 -13 36 -7 -38 -15 40 -40 -22 43 -10 -35 -46 47 -20 -48 -50 -29 -27
right_child=1 3 -4 4 22 13 8 -9 27 10 21 14 -14 38 -16 16 17 20 46 -21 41 -23 -24 -25 25 26 33 50 -30 30 -32 -33 -34 44 -36 -37 37 -39 39 -41 -42 -43 -44 -45 45 -47 48 -49 49 -51 -52 -53
leaf_value=0.018825662703790491 -0.052676177200977593 0.07008369305809882 0.077725929374409738 0.015443540704546815 0.025934905500635708 0.018445231229862469 -0.12073963956427276 -0.13031352744337879 0.0099243403339612166 -0.036938652268207146 -0.037740798286914103 -0.020246852662059417 0.049213281243409894 0.032701643236733427 0.23300617557299624 -0.035179937393670695 -0.061400298334047712 -0.00091038225997810095 0.063634517784111333 0.0094765216639287764 0.013948619440236438 -0.0075065042592147579 -0.0037784861541455121 0.0018220898092000844 0.0027662417711212688 -0.10012161978241468 -0.049148350509930189 0.021739690223767632 0.059108525771220291 0.0023226853515686419 -0.10100083919051794 -0.040505504368328775 0.13325934806149237 -0.0053347775098798872 0.15003814084346001 0.028967736880082719 -0.033037250629976901 0.0049397811346330155 0.042291976600372531 0.081352268110352302 -0.075546982006491015 0.070500583309446682 0.025419118125366874 -0.074716888743007623 -0.0044715976148351289 -0.098426012339707492 -0.005181768421238209 -0.051349188337243612 -0.1481457334626734 -0.0058125397664673516 0.077541083138334188 0.066436500135796939
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leaf_count=1771 333 28 97 3633 1816 4831 11 65 218 1310 6031 169 2606 136 105 9233 219 43405 69 767 3011 3010 25460 9493 6226 34 1008 167 113 48 34 746 26 2237 138 2713 960 8260 58 50 365 318 1039 64 167 163 38241 608 60 212 109 262
internal_value=0 0.00491587 -0.00616601 0.00686536 0.00514547 0.0126406 0.0190494 -0.0641285 0.0214629 -0.004903 -0.0199291 0.0315003 0.0291497 0.00826306 0.126555 -0.00359928 -0.00443488 0.000641943 -0.00904127 -0.0259803 0.00136099 -0.0247313 7.93111e-06 0.0086266 -0.00785336 -0.00568029 -0.0173108 0.0227337 0.0177341 0.01367 -0.0474307 0.0101607 -0.000615936 -0.0224867 0.0634578 0.0113295 0.00794459 0.00111301 -0.0297566 -0.0477589 -0.0588844 0.0223832 0.0190502 -0.00913541 -0.0131832 -0.0527462 -0.00672239 -0.0394585 -0.00571469 -0.0691851 0.0498664 0.0493019
internal_weight=0 155.25 23.2196 132.03 115.72 47.0516 16.3099 0.447224 15.8627 139.843 11.1446 0.943382 9.8404 37.2112 0.388649 128.699 124.089 59.0374 65.0514 7.81136 58.378 10.2012 68.6686 20.9529 22.7775 21.7432 9.13971 15.7368 13.3129 12.1435 0.971616 35.4545 53.3757 8.49155 0.261647 34.6684 29.1079 17.6467 1.7567 1.36687 1.26724 5.00236 11.1718 2.05773 6.31443 1.02862 57.2401 1.68932 55.5508 0.443668 2.42397 0.648156
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shrinkage=0.1


Tree=68
num_leaves=53
num_cat=0
split_feature=2 1 4 12 3 10 12 16 16 12 16 10 5 5 5 6 10 10 4 3 4 6 16 6 12 16 1 8 1 16 10 3 6 3 4 14 12 3 4 10 16 5 11 11 14 16 11 11 10 5 8 1
split_gain=0.845263 0.45435 0.608586 0.36013 0.465715 0.307609 0.490573 0.388552 0.292445 0.284645 0.314332 0.259848 0.350326 0.250835 0.250253 0.235048 0.256793 0.23419 0.230899 0.242849 0.365219 0.343308 0.304829 0.274047 0.362739 0.340915 0.251847 0.385899 0.245378 0.319755 0.245014 0.239196 0.241258 0.241724 0.236024 0.293298 0.234051 0.265512 0.219758 0.21492 0.271528 0.392096 0.270598 0.247855 0.22262 0.222498 0.287197 0.214299 0.242136 0.213531 0.211548 0.266014
threshold=0.10657861828804018 0.9609280824661256 0.42548498047474032 3.6486882529779066 -0.015649553388357159 -0.0052515608493255185 3.3738722547214643 -0.037582193143709842 0.28610947802031012 -0.75641307898194143 0.017432885546576623 0.047893680645331616 -0.57301615025126551 -0.028445346122514745 -0.17096877159589735 -0.33526644803149069 0.0072396136850478446 -0.0056368863593449997 2.09621339824329 0.039502056781202562 1.2669528230920488 -0.02194387578606832 -0.13386837253802777 -0.019591157517188613 0.11094499681717922 -0.24479445378975115 0.35932058095932012 -0.019273843996363383 0.52945247292518627 0.1288489757448027 -0.0010732931961608017 -0.84611661394592363 0.51289710789669718 -0.66730781440219278 0.69423896604031488 -0.13617250462235023 2.2896155065745032 -0.69913581991568197 1.4527206573327875 0.004998001354550044 -0.013601446661285028 0.29210572062485202 -0.0080946863202744686 -0.0069101282349469367 -0.24181336989846805 0.044849443822308016 -0.0016995067899834538 0.026626912574217638 -0.0019544984059734955 -0.13185935784446967 -0.067161551838001279 0.79755169153213512
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 9 8 -5 6 -4 -8 18 10 -3 -2 -13 14 -10 -15 47 -6 19 21 -21 22 -1 24 30 -26 -24 -28 29 31 -23 -25 33 -33 35 36 37 -30 39 42 -41 49 -7 44 -44 -45 -47 48 -17 -42 51 -39
right_child=11 2 5 4 17 38 7 -9 13 -11 -12 12 -14 15 -16 16 -18 -19 -20 20 -22 23 26 28 25 -27 27 -29 34 -31 -32 32 -34 -35 -36 -37 -38 50 -40 40 41 -43 43 45 -46 46 -48 -49 -50 -51 -52 -53
leaf_value=0.03050903036408012 -0.011116414112195038 -0.035050519681480541 -0.008883317077640453 -0.0085791522867600719 -0.151412638117639 0.035130884043623085 0.061659775021911771 -0.020618367964402778 -0.0239073813416768 0.051675380414553801 0.068353464151080512 0.15652139403474918 0.011619599630271586 -0.11972736795714045 -0.11575215757392419 0.040151261848922107 0.047537559897191418 0.0026762686570918092 -0.034517838333661149 -0.0085937354291225655 0.069886964323174511 -0.017229027721703427 0.0042604322646242233 0.042789401564225157 -0.15241851009578003 0.0054153129261965173 -0.033828521495413093 0.028350355338332824 -0.064486379386806111 0.018008943485200293 -0.10943321907598186 -0.048727505415119846 -0.050183482779087046 -0.0032905783703573175 0.036102494286156799 0.020531197859042533 -0.063173181416302016 0.06915035688355825 0.028983087803082105 0.0074663470956278857 -0.089700928835445309 -0.19862635743945567 -0.12809591593370823 0.015206738779950582 -0.013016752429787296 -0.00044577033293024989 -0.127876015003726 -0.14293512986966223 -0.056417202451470971 0.062426763270162978 0.0086527268596697064 -0.14789190646176989
leaf_weight=6.0696803697064743 60.770064906865741 0.87156330137213422 15.223194115742446 1.2340289478725024 0.43186884981696494 3.3573799734094782 1.9029647718143681 0.8082701327803069 0.70105446614252287 5.0516813927845297 0.42159039620128169 0.16394566540111588 2.1144291056752982 0.1510469952336283 0.51240078519185794 0.47997364836919598 0.7658979552634263 0.12559024252550344 1.6954644504730811 24.698818177083243 0.59007768067021871 0.49524129144265316 52.255583722595475 1.0418025307735579 0.12831818655831773 2.1892083469065255 1.1073808431283385 9.0026841255084928 0.60329461799483386 7.1810810118813597 0.69813428057022908 1.1783848972754558 1.1489258794299519 56.056737271341277 3.1713237894873592 6.8361942465787715 0.68983597331680346 0.0687179458036552 7.9787446548943981 0.74202491923097114 0.18018727217895503 0.17810995626496151 0.24595234080516093 4.8942741025111944 0.47693988597074888 0.55182350716495421 0.24277507582519309 0.12195682538731478 0.52631024478250643 0.15631659492282668 5.3471180695229359 0.16855768682580674
leaf_count=3235 65822 542 4069 356 49 756 401 163 337 3412 354 110 1600 47 194 179 281 80 723 19746 336 153 26339 274 6 407 578 7339 224 2921 149 395 859 28031 1704 3660 202 26 1685 211 92 18 36 1635 132 140 63 19 162 79 2311 36
internal_value=0 0.00319209 0.0124246 0.00105951 -0.0433419 0.00750048 -0.00189368 0.0371563 0.00149197 0.0409924 -0.000874015 -0.00987144 0.0231659 -0.0281205 -0.0637904 -0.00659314 0.00344759 -0.117678 0.0020236 0.00236974 -0.00671519 0.00384839 0.00914636 -0.000319924 -0.0276179 -0.00440634 0.00705924 0.0214928 0.000833553 -0.00189664 -0.0719755 -0.00430667 -0.00515969 -0.00424074 0.0115942 0.00588759 -0.00868326 -0.00244653 0.0163592 0.00719243 -0.0314582 -0.0859751 0.0122118 0.000147448 -0.054284 0.00721017 -0.0413066 -0.0267529 -0.0104579 -0.0194424 0.00443726 -0.0845994
internal_weight=0 230.756 43.2838 187.473 1.79149 36.939 17.9344 2.71123 185.681 6.34484 1.29315 63.0484 2.27837 3.25864 1.21346 2.04519 1.89414 0.557459 182.423 180.727 25.2889 155.438 68.4353 87.0029 3.5109 2.31753 62.3656 10.1101 83.492 66.6069 1.19338 59.4259 58.384 57.2351 16.885 13.7137 6.87752 6.18769 19.0045 11.0258 1.25664 0.514614 9.76914 6.41176 0.722892 5.68887 0.794599 1.12824 1.00628 0.336504 5.58439 0.237276
internal_count=182678 115146 13788 101358 485 9480 4633 564 100873 4308 896 67532 1710 1219 531 688 641 129 99654 98931 20082 78849 37491 41358 715 413 34256 7917 40643 32480 302 29559 29285 28426 8163 6459 2799 2597 4847 3162 400 189 2762 2006 168 1838 203 360 341 171 2373 62
shrinkage=0.1


Tree=69
num_leaves=53
num_cat=0
split_feature=2 0 1 12 7 0 7 1 1 12 10 16 10 10 2 10 6 8 10 3 7 9 6 9 12 3 11 16 1 8 12 9 3 12 8 8 6 16 1 6 10 1 0 3 11 11 10 0 12 10 16 3
split_gain=0.806545 0.512443 0.385278 0.443775 0.422057 0.328196 0.287359 0.274231 0.257795 0.245842 0.343487 0.300862 0.261994 0.239021 0.229524 0.228921 0.227262 0.294637 0.287865 0.238403 0.22666 0.356715 0.225872 0.2151 0.248152 0.22257 0.316016 0.342581 0.286493 0.258339 0.227836 0.214051 0.212281 0.258072 0.204452 0.307888 0.203117 0.283528 0.24553 0.326636 0.268001 0.259451 0.252983 0.239842 0.202293 0.390146 0.20615 0.198991 0.201742 0.220718 0.245896 0.195576
threshold=0.10657861828804018 0.00031691652839072054 0.9609280824661256 3.6486882529779066 0.0040700485303542585 0.0044861326459795245 -0.025863750296187971 0.75990456342697155 0.0064600948244333276 -0.53014925028270776 -0.0090210085954494108 0.12590927187290579 0.004871100611526338 -0.003029337214692738 0.95709040760993969 0.0030665623393013705 0.24325796998401319 -0.042626750391636666 0.001422304225555199 0.040984495542943485 0.077447794732153338 0.046077074096504474 -0.086412163384516572 0.0041269216932607669 0.83085499830626908 -0.55019769154478115 -0.011152829165837907 0.065333938435610125 0.84784275293350231 -0.01158308603462248 1.0205999929145342 -0.00037076950864678519 -0.10668660700321196 -1.237582750599314 -0.005900132217719606 -0.00042773484915706122 -0.24501859650058413 0.16710883514073369 0.049624247476458556 -0.031854893902144424 0.053961143096341514 0.081260792911052718 0.41893354058265692 0.35911161708645528 0.0076348650132908348 0.0059176082246527968 -0.024741463322915245 0.0011334373848512771 0.24576842725768136 0.010047886616471742 -0.047942760526872033 0.038150177286297556
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 16 -5 8 -4 -6 -2 -1 31 23 -13 14 -7 -8 18 -18 19 20 44 32 -21 24 -12 28 -27 29 -25 -28 -30 34 -22 -34 -11 -36 37 -20 -38 40 42 -42 51 -44 45 46 -3 -41 49 50 -49 -40
right_child=5 2 6 4 7 13 15 -9 -10 10 11 12 -14 -15 -16 -17 17 -19 36 22 21 -23 -24 25 -26 26 27 -29 30 -31 -32 -33 33 -35 35 -37 38 -39 39 47 41 -43 43 -45 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=0.038635005219578064 -0.050514758738922055 0.019328334095078878 0.0636266521530022 -0.088657108114311392 -0.042235331094019689 -0.016878785590086372 0.0069703141408954828 0.12057291778259648 0.057551979778504736 -0.0088535544239573948 0.055656753298212951 0.0076190878822440557 -0.11772229569320887 -0.0070481185887520566 -0.054640139990408509 0.032451981705119558 -0.039761550726549744 -0.0043033422312804184 0.00083762504739262134 -0.030767533798499003 -0.10570756046797801 0.029217428994214607 -0.0023589639258402343 0.04740758177223367 0.019520120859993551 -0.013886275384896478 -0.041137402975169823 -0.10615712865609712 -0.11388925185227472 0.090017185947866563 -0.011285142062552543 0.0051296512705451209 -0.10260918442966763 0.021327509410780363 -0.14736795503517339 -0.0082708673896734388 0.00062981062023341147 -0.053079025960956684 0.032396182271808391 -0.049910047389783697 -0.12232253544407071 0.029415398921182598 0.17182459646534912 0.0040538395122398947 0.015222742057065156 -0.0387782302453447 -0.00062951501698550131 -0.047700576410863949 0.029445864012197339 0.016181922457672551 -5.7179287104957873e-05 -0.0044838224489134014
leaf_weight=4.6726771735311585 0.25664393650731554 5.659662520252815 1.029600693884279 1.0218751857373707 0.21295468632160908 12.109377722201996 26.743639821815808 0.17232761890045367 1.1721507358088272 0.6837877339021361 2.9588107810932289 0.39451670111520876 0.26878527991357259 47.36321601115668 1.846306339424699 4.0467680651745459 2.5470182752251302 27.258101828535814 7.9977440815318896 4.9612401295244126 0.59621007319947228 0.60968813284125634 6.3990130035881503 0.31576542402581276 5.3484216109991394 1.3418788143299027 0.16556276529081526 0.10454151249177801 0.41169838972564321 1.002504564958143 0.44513358091353439 1.8549748312552772 0.24698146589798842 0.44768117226340021 0.35266061170023022 0.28294180236480337 16.052990333671005 1.0931119235028743 11.063521321863844 0.58524896326707931 0.21477428943762866 0.20806638547219336 0.2203197257404107 0.13410997160372062 9.4629477461967308 2.5286005638263296 58.554294615548777 1.3717762049345763 3.5856417343829881 6.0336219379687464 4.9175096809376537 1.6477545997131517
leaf_count=1237 267 2464 229 287 99 12738 10170 56 527 157 615 87 52 51848 2152 1696 1109 10016 4124 4385 140 188 5860 92 975 167 36 23 82 165 86 404 36 129 65 86 11421 412 6057 190 62 61 21 167 3611 1160 37053 753 2244 2626 2929 1062
internal_value=0 0.00346581 0.00197233 0.000139226 -0.0554442 -0.00933412 0.0120945 0.0326705 0.0377624 0.0185005 0.0125592 0.0198797 -0.0449017 -0.010442 -0.021937 0.010336 0.000593258 -0.00735512 0.00223237 -0.00127018 0.000699684 -0.0332512 -0.0147939 0.0234926 0.0324814 0.00371598 0.0199265 0.0552829 -0.0321881 0.0710926 -0.0618849 -0.016809 -0.0627517 -0.0241834 -0.0473149 -0.0873389 0.00791538 -0.00573549 0.0106123 0.0159535 0.0274858 -0.0494648 0.0300393 0.111537 0.0015539 -0.00038761 0.00113433 0.00650319 0.00863139 0.00254158 -0.0105529 0.0276159
internal_weight=0 228.229 207.625 175.805 1.40716 62.7477 31.82 0.385282 1.42879 20.6047 15.932 12.7576 0.663302 61.3189 13.9557 30.7904 174.398 29.8051 144.593 89.4663 78.1061 1.90056 11.3603 12.0943 8.30723 3.78709 2.61449 1.27261 1.1726 1.16807 0.856832 3.17436 1.29087 0.694663 1.31939 0.635602 55.1262 9.09086 46.0353 29.9823 13.4885 0.422841 13.0657 0.35443 76.2055 66.7426 64.214 16.4938 15.9085 12.3229 6.28929 12.7113
internal_count=182678 115146 110817 98722 442 67532 12095 155 794 4329 3092 2380 139 66738 14890 11866 98280 11125 87155 55026 44781 493 10245 2241 1590 651 391 224 260 201 168 712 305 165 308 151 32129 4536 27593 16172 7430 123 7307 188 44288 40677 39517 8742 8552 6308 3682 7119
shrinkage=0.1


Tree=70
num_leaves=53
num_cat=0
split_feature=2 11 9 16 7 2 8 8 8 10 5 4 5 2 1 5 14 8 10 14 4 10 11 10 11 9 9 14 2 2 4 6 6 6 2 8 5 1 7 14 8 1 11 14 1 14 2 5 1 14 4 4
split_gain=0.815926 0.451718 0.375226 0.326556 0.301228 0.251988 0.296157 0.314814 0.247112 0.22014 0.34487 0.232573 0.231554 0.330641 0.302023 0.290076 0.260298 0.457436 0.389378 0.226801 0.226367 0.260034 0.215631 0.212981 0.26307 0.211626 0.209225 0.235552 0.216953 0.208612 0.624215 0.279549 0.358899 0.366158 0.289101 0.22833 0.208228 0.206668 0.316356 0.206537 0.203612 0.197171 0.193203 0.192993 0.189579 0.188845 0.188007 0.320866 0.187492 0.185861 0.206297 0.185397
threshold=0.0087170340120792406 -0.10081818526521412 0.0088488444959676244 0.11061587354803706 -0.036166223657846233 0.00061847572214901458 0.0082412306523712772 0.00069170685690567938 0.01300360185540058 -0.046108938006827901 -0.34721309778415671 1.4321650451515984 -0.014015084570262975 8.8476649580115935e-06 0.9904955029487611 0.26557248399200228 -0.30628633320376891 -0.0070979175432320258 -0.010996555064304761 -0.21516865943168345 0.70919976675903029 0.031407057622029187 -0.014271786999874371 0.0060122653726367636 -0.0038193563383794806 -0.066930597239883496 0.0047918481267579952 -0.71810521728835652 0.0073159479070454845 0.42914390563964849 0.4773090048833914 -0.025788801457838802 -0.014245825972984752 0.19930075493875557 0.99357020854949962 0.051504079701191814 -0.19524321132532577 0.99601411819458019 0.013537052277622178 -0.044839682857163908 0.017858756712145447 0.9814734458923341 -0.061672688522743747 0.28332557261618502 0.002254433929920197 -0.36333760331657822 0.00023064464767230677 0.33822026179750803 3.0980176234152175e-05 -0.33179490086128871 -0.36547065863032463 -0.76959819756992165
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 -4 6 7 37 9 10 -1 20 13 14 -13 -14 18 -18 -15 -16 26 -22 46 24 -19 43 27 -11 42 48 36 35 34 -34 -33 -32 51 38 -6 -5 49 -20 -28 -3 -29 -43 -17 -48 -27 50 -7 -31
right_child=1 25 4 39 5 40 -8 -9 -10 11 -12 12 15 16 19 22 17 23 41 -21 21 -23 -24 -25 -26 29 28 44 -30 30 31 32 33 -35 -36 -37 -38 -39 -40 -41 -42 45 -44 -45 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=-0.14045807804036375 0.091942307740638843 -0.015828293226072675 0.063266488677234375 0.060190883319486299 0.045787806728019048 0.029676799610842332 -0.015136047144091794 0.069820410707369315 0.035457223146459209 -0.11394536636409103 -0.0063443144477391012 0.067520818225638976 0.066814250864333916 -0.14970358504186082 -0.10146448446449197 -0.00059784413226254688 0.028041886546492124 -0.056753854750913359 0.075893226747793918 0.0093098182808721893 0.031889683410130966 -0.14147443701675297 0.010165858074862449 -0.11687580826577426 -0.00071560105782486616 -0.067247703343413401 -0.14232275538537617 -0.058932241959833667 -0.08952115952931726 0.121010906738515 -0.022674184073410035 0.050968688888914683 -0.030922170439502208 0.011061524884560902 -0.024683095018240897 0.046878750903077165 -0.050485317060941483 -0.014308980116460463 -0.010508067166115466 -0.10361702571303857 0.043783733216491844 -0.0050603317305524149 -0.0043034780968262834 -0.074175843776476499 0.010125585803740761 -0.15029641022351709 -0.048737913358267923 0.031152029575870283 -0.0020781652806123106 0.0075690111107063352 -0.044878400546992395 -0.019768313383733305
leaf_weight=0.25183590606320649 0.80635479320699122 2.4427432421239241 1.4492454574137834 0.12345883811212843 4.0790586223138252 0.47458945481957959 1.3921160156560279 1.9298970954996546 2.4382299796125144 0.1385143867937576 0.67118973049582464 0.74555990460794674 0.66048943032001517 0.39922692422987893 0.21835558395832766 5.5594141986657686 1.409504057184676 1.8112105457548748 0.14083951925567717 0.84206667030230153 4.7938182970965491 0.071012040702043921 10.0103751256247 0.30314538106904354 1.5466685711071497 0.42505702828748226 0.086888605641434746 0.38547767951832312 0.34493858678979439 0.079772911707550853 6.912220289912514 2.4938285586868036 3.1464378866676217 6.0317705237648624 0.62088991310702102 0.49024118807574257 4.4286549695294752 1.1560117999665633 1.3121902184016105 0.15486976111424156 1.1562362016757095 0.25576080604514573 3.5193231130152176 0.7266053844232373 30.62484597512497 0.12122561645810492 2.3326100195699841 0.62642013590084378 167.10533000921606 6.507258721514515 1.5304227585183987 2.4940311121449694
leaf_count=77 303 1369 343 46 831 240 371 414 1144 67 243 92 804 38 17 810 310 269 31 101 4990 8 2131 39 295 177 7 270 140 99 7520 858 4713 3062 298 250 12815 263 521 38 470 44 1712 560 15846 13 448 172 107200 3301 543 5731
internal_value=0 -0.0036231 0.00779877 0.0602168 0.0195274 0.0162289 0.0274553 0.0344666 0.00429381 0.00316537 -0.0448785 0.00383938 -0.00333247 -0.0178477 0.0195174 0.0025737 -0.029142 -0.0201212 -0.0777011 -0.0147839 0.00868091 0.0288584 0.000222524 -0.0387096 -0.0310804 -0.00397923 0.00587127 0.00862244 -0.0157596 -0.00355949 -0.0117662 -0.00263788 0.00660578 -0.00336279 0.0358343 -0.0179677 -0.0373699 0.0238863 0.0320962 -0.0316978 0.00474033 -0.0190942 -0.00830382 -0.0295407 0.00923422 -0.0563826 -0.0114592 -0.0317412 -0.00225056 -0.000642379 -0.0271264 -0.014613
internal_weight=0 198.482 91.296 1.08468 20.987 19.5378 9.86927 8.47716 70.3089 67.8707 0.923026 66.9477 26.9829 7.79356 1.80598 19.1893 5.98758 5.07053 0.917053 1.06042 39.9648 4.86483 18.5288 3.66102 3.35788 197.398 35.1 31.1488 3.95115 194.228 26.6978 19.6954 12.2929 9.17821 3.11472 7.40246 7.00246 6.54726 5.39125 0.278329 9.66851 0.517826 3.60621 3.16935 31.0103 0.376986 8.51844 2.95903 167.53 8.51227 2.00501 2.5738
internal_count=182454 145039 37415 387 7297 6954 2400 2029 30118 28974 320 28654 5614 1249 210 4365 1039 913 126 118 23040 4998 3561 603 564 144652 18042 16183 1859 142723 35346 16701 8931 7775 1156 7770 18645 1615 1352 84 4554 88 1719 1929 16116 57 1430 620 107377 4084 783 5830
shrinkage=0.1


Tree=71
num_leaves=53
num_cat=0
split_feature=1 5 7 3 5 16 9 0 12 16 16 13 12 1 15 9 13 7 5 14 13 15 8 8 12 15 3 0 1 7 13 1 15 12 3 8 7 15 9 3 16 8 1 15 5 9 0 5 16 0 1 1
split_gain=0.787112 0.27217 0.257546 0.315595 0.248277 0.307274 0.331407 0.23306 0.247913 0.289651 0.277625 0.218736 0.208588 0.259083 0.260844 0.204297 0.25368 0.20222 0.199172 0.21704 0.197179 0.216798 0.411424 0.240261 0.196995 0.193177 0.200369 0.185436 0.184906 0.18763 0.192223 0.184434 0.183354 0.26578 0.243946 0.209026 0.297594 0.211581 0.183551 0.175748 0.179876 0.168284 0.167781 0.18414 0.163539 0.27234 0.249273 0.231519 0.301875 0.258915 0.195359 0.190361
threshold=0.26976881921291357 -0.48244815373778299 -0.013946698287941905 -0.44244222302222619 -0.35980285801158823 -0.0071389087407839925 0.068087014052213873 0.0035377162275835876 1.2443251605501808 0.13498589055618423 -0.08815272743737658 0.71226633304540377 -1.2460218535520995 0.11216566339135171 -0.00090587235562156882 0.027186736955535366 0.12642338702048297 -0.04057225365763286 0.65780612290357043 -0.065279401725254121 -0.33612061746140137 0.21828615080800318 0.020468520494807369 0.016828795304341445 -1.7635622344649104 -0.34298037330524739 -0.24940647667972368 0.79252007603645336 0.17738867551088336 0.13733339551605825 0.20128643395195253 0.0064600948244333276 0.016228153401848092 -1.719111918203853 -0.093305232934653745 0.01300360185540058 0.043937853028615033 0.34780524765097548 -0.045099942192638819 0.03416299803939183 0.064066830609867606 0.0082412306523712772 0.99873447418212902 -0.11702834880023331 -0.048958294161536423 -0.057502430830062637 5.0803284466383054e-05 -0.037908233087746553 0.28610947802031012 0.0029663216555491094 0.0024577027652412657 6.5157240896951421e-05
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 27 12 7 6 17 8 9 -2 -10 15 -4 14 -14 20 25 18 19 -6 21 -3 23 -23 -9 -17 -27 31 29 -18 -31 -1 33 34 -7 36 38 -38 -34 40 -13 -40 -19 -44 45 -22 -47 48 49 -46 -48 -49
right_child=4 11 3 -5 5 32 -8 24 10 -11 -12 39 13 -15 -16 16 28 42 -20 -21 44 22 -24 -25 -26 26 -28 -29 -30 30 -32 -33 35 -35 -36 -37 37 -39 41 -41 -42 -43 43 -45 47 46 50 51 -50 -51 -52 -53
leaf_value=0.11771031091731964 0.045312912690483736 -0.023471707297969976 -0.067122870942269527 -0.0123989980096685 0.077709828484447449 0.064530156003646796 0.075632344622335479 0.14112712714239201 0.093011498176145208 -0.058737932707912111 -0.081128967622476469 0.07120995379948554 -0.10663079481589033 0.096901180934321818 0.047223586394283951 -0.061364888158281783 -0.0019145633368735913 0.0017892242685089545 -0.097605528757940513 -0.046532480015611145 -0.058411643203748448 0.0048962244236021362 0.10545745598925427 -0.13801086684132219 -0.026001231717885428 0.042607245756332707 0.0086765930922355315 -0.071305050444280219 -0.10756473307971337 -0.18617931142511665 -0.00072682808070887697 0.03326519947920497 0.1244670939606531 0.023989585315130388 -0.15089353757267182 0.045598460557853375 -0.04646859052303437 -0.25445938038025118 0.0085569521440020113 -0.04523622721193752 0.0035942774076582491 -0.036455983752111218 -0.11867309817115315 0.063162366959225266 -0.053990627658988946 0.091846350278302 -0.031359511292459917 -0.021854102347560113 -0.13180689868183113 0.027495487003561025 -0.0071131999410311399 -0.0026892955496737579
leaf_weight=0.2724883935825354 1.7419334086662273 9.8770768005697374 0.13728081923909474 4.303293071296137 0.84742906628162007 0.065373642082704464 0.62474067411221668 0.054380536632379406 0.099592132959514856 0.29988919520110346 0.42726199349453953 0.89671576383170648 0.13854526018258184 0.67156858230009675 0.35692305403063052 0.31923090893178496 1.602804656418811 51.390152917210116 0.073714622994884738 0.1556950944577683 1.1035772828818142 0.74449403629796396 0.37607409521660884 0.12189175576349953 4.6152592506605288 2.1720324243215137 8.5541476585563014 0.13757973699102866 0.22244043677892467 0.10205595102161158 0.1051433369575534 2.7820114757232659 0.11384636932052394 19.251860606350192 0.14627574121550679 1.3484832351741705 0.2599583152659769 0.046455719682853669 13.112775885977211 0.25430890797360906 0.69406700218496553 0.86936860972491636 0.044404719646990998 0.68436614216625358 0.40722413475304975 0.22872504012957406 3.596097935836041 5.4514008919804828 0.11496237762912631 4.9112305243143055 41.686469069835766 99.285636672380974
leaf_count=192 524 11507 45 2315 222 77 197 15 38 60 129 442 32 133 83 103 672 22597 20 50 708 714 157 45 2142 515 4743 78 79 7 40 1100 27 9341 43 678 177 6 6706 233 327 474 27 387 108 70 8721 2581 21 2688 39631 60427
internal_value=0 -0.00354518 0.0136162 0.000683903 0.00753699 0.00898521 0.00423095 -0.0102554 0.0138771 0.0296594 -0.0462688 -0.00437241 0.0434384 0.0572477 0.00202065 -0.00472287 0.0073087 0.00336766 0.0459095 0.0579564 -0.00566066 -0.018519 0.0206309 -0.0175562 -0.0235325 0.0132874 0.015606 0.0362063 -0.0250178 -0.0139353 -0.0994943 0.0414295 0.0162457 0.0227345 -0.0845083 0.00821107 0.00465916 -0.0901081 0.00682895 0.0297237 0.0420709 0.00571588 0.0024735 0.0495465 -0.00474674 -0.00971081 -0.00850777 -0.00264515 0.0174485 0.0210988 -0.00905014 -0.0036903
internal_weight=0 191.627 8.79969 5.60761 96.2732 89.0349 53.8205 7.23832 2.56868 2.04182 0.526854 182.828 1.30432 1.16704 0.495468 180.983 13.0779 53.1958 1.07684 1.00312 167.905 11.1195 1.24246 0.866386 4.66964 11.0454 10.7262 3.19208 2.03244 1.81 0.207199 3.0545 35.2144 19.4635 0.211649 15.7509 14.4024 0.306414 14.096 1.84509 1.59078 13.9821 52.1189 0.728771 156.785 46.6149 45.5113 110.17 5.43342 5.31845 45.2826 104.737
internal_count=182454 138517 3978 2608 43937 41029 23500 2908 751 584 167 134539 293 248 115 133537 6159 23303 292 272 127378 12423 916 759 2157 5361 5258 1370 798 719 47 1292 17529 9461 120 8068 7390 183 7207 1002 769 7180 23011 414 114955 49130 48422 65825 2817 2796 48352 63008
shrinkage=0.1


Tree=72
num_leaves=53
num_cat=0
split_feature=1 4 16 4 2 15 7 14 11 9 14 11 1 1 15 2 12 11 15 13 16 13 15 15 4 7 7 4 12 12 9 7 16 4 14 16 2 16 14 10 16 16 10 9 14 4 7 15 15 2 4 4
split_gain=0.44962 0.458143 0.338903 0.328768 0.319154 0.309643 0.252242 0.277227 0.262967 0.257306 0.241792 0.24151 0.297918 0.267971 0.213392 0.215923 0.284869 0.205973 0.201331 0.201141 0.342015 0.199654 0.196128 0.190672 0.190577 0.213276 0.187808 0.196544 0.253146 0.184348 0.18307 0.213914 0.178048 0.174701 0.164609 0.154223 0.256392 0.185231 0.155604 0.153311 0.15178 0.149455 0.297451 0.327679 0.216696 0.194268 0.201535 0.202969 0.188906 0.183656 0.19793 0.173932
threshold=0.67544677853584301 0.31911193500459795 0.23079396321222359 0.32751105648362089 0.00038955945638008421 0.15210797527962597 -0.0045156177708525818 -0.080275085934113186 -0.0023247587968668855 0.0045708051188827108 0.40280924865634499 -0.011525156213395555 0.99807181954383861 0.9869045913219453 0.016228153401848092 0.040415603667497642 -0.79270192088690472 0.00025766301882170265 0.10101811866237384 0.22277050310600363 0.085859242651027887 0.61355381764058803 0.038479135184874287 -0.18178712017020204 1.5356676846150026 0.021080618194792577 -0.067044715865504631 -0.92059384165559577 -0.73700676343901261 2.3883850104422817 -0.00022238962844220084 -0.1351291462153206 0.082688504262060133 0.50252701997661975 -0.15123976273625056 -0.045858807392654917 0.02246683090925217 -0.093543630362123029 -0.021601199817599955 0.026415711752157605 0.23079396321222359 0.061613373862619503 0.098502275077776605 0.11380829316963983 -0.027755701990725742 -0.74540029537282837 0.017369203825142631 -0.21601908391745508 -0.10381492184968122 0.025194913148880008 -1.5981698403584284 -0.73115259712286418
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 11 4 17 6 -4 -1 8 23 -10 26 12 13 21 -13 22 18 -3 -17 20 -15 29 -16 -8 25 -12 27 28 30 35 31 -6 -24 -9 -31 37 38 -2 -37 -29 -5 -28 44 -44 -43 46 47 -46 -49 -50 -51 -47
right_child=1 3 5 40 10 -7 7 33 9 -11 24 14 -14 19 15 16 -18 -19 -20 -21 -22 -23 32 -25 -26 -27 41 39 -30 34 -32 -33 -34 -35 -36 36 -38 -39 -40 -41 -42 42 43 -45 45 51 -48 48 49 50 -52 -53
leaf_value=0.062974506366467134 -0.0040948304127768264 -0.01013258727001828 0.0076233316897558441 0.002676462967415296 -0.08179025311508864 0.056297775258025901 -0.10643175971684603 0.082730178006097874 -0.14532973872273644 0.042430751023547417 0.00033007632241547204 0.044292389475457189 -0.15101452902854293 0.056960972258519087 -0.012733629157076824 0.0096597267344239578 0.016618174939628295 -0.21864951927989568 -0.16472395187382355 0.10163696652153068 -0.13816259541015116 0.075851741017520319 0.045436937408222654 0.0097346371479452194 -0.058925997914218424 -0.061323817653822048 -0.0047420152146694259 -0.026315188101088755 0.067591577258854146 -0.1286557004543272 0.035114105055668164 0.008163825382353971 -0.020988825788381779 0.017429713206298904 0.045764148116335307 -0.019222076755213521 0.093069536548009771 0.053783287810293692 -0.11677253678411753 0.03367701638106415 0.050464690122696623 -0.0065559043297073426 -0.007327653573248623 -0.16445605086220799 0.077866991436347496 -0.090237503292043941 0.000139578298746853 -0.024324179289582262 -0.013410342876145096 -0.048978718344908627 0.041883916643601284 0.0026133961744370352
leaf_weight=1.1398430819103849 1.4209530176940464 0.087323247171297136 5.0642424874631606 48.826283834157493 0.33665199861570694 1.747346197871593 0.13480537356736055 0.59826077044999637 0.23634388106074755 0.093075525567655859 2.5795968062707284 5.6407323749407379 0.10072128765204968 0.3455416329907165 1.070118226778163 0.094863844440567391 0.43985342551059137 0.090813799033639953 0.18816868249268737 0.48355853052589737 0.10182538161461707 0.31100632549896534 2.8804810998333896 1.9217553247117392 1.2435470534619524 0.69937061610471563 142.92785714185959 1.5448409335958779 1.1185680408489131 0.18946709410374751 1.5609111143639893 1.0315404879293057 0.45825062760377466 1.263469743958012 0.063027766249433514 2.0511123502874398 0.17537679814995488 0.88524533181043752 0.1615578950550155 0.56896780507304345 0.65627769023012561 18.011399192146769 0.32820606771565408 0.20723359533440089 0.72588372501104448 0.18597373100783343 3.9803509218181716 0.74738402678303817 0.85400076796213209 0.2395346004050215 4.2855785438214307 22.605814331202854
leaf_count=372 568 111 3258 16560 120 730 31 359 73 81 2962 4134 68 325 814 74 329 23 52 270 43 237 2297 731 561 526 106898 1340 422 54 498 463 294 354 49 1055 90 347 74 348 131 9654 111 18 176 91 1428 347 318 88 1818 20033
internal_value=0 0.00767747 -0.00170302 0.00281751 -0.00241188 0.0202224 0.0215752 0.010252 -0.0122944 -0.0928176 -0.00304167 0.0218055 0.00621061 0.00919034 0.0308855 0.0160479 -0.0340399 -0.126533 -0.109131 0.0581125 0.00900112 0.000363353 0.0243631 0.00128179 -0.0258637 -0.0130772 -0.00252662 0.0146384 0.0275047 -0.00463469 0.0118841 -0.0147274 0.0362576 0.0389919 -0.084972 -1.23268e-05 -0.0177604 0.018361 -0.0272098 -0.0100226 0.00332798 -0.00306998 0.00151074 -0.0714392 0.00229128 0.00703133 0.018045 0.0284188 0.0223538 0.0288975 0.0369031 0.00178674
internal_weight=0 66.7226 217.982 49.6607 211.171 6.81159 5.38755 4.24771 2.38598 0.329419 205.783 17.0619 6.28939 6.18867 10.7725 5.13174 0.722886 0.178137 0.283033 0.930926 0.447367 5.25775 4.40885 2.05656 4.52251 3.27897 201.261 6.16148 4.04767 4.94674 2.9291 1.36819 3.33873 1.86173 0.252495 4.69425 2.38805 2.3062 2.21267 2.11381 49.4826 195.099 52.1714 0.53544 51.6359 33.6245 10.8327 6.85238 6.1265 5.37911 4.52511 22.7918
internal_count=182208 27999 154209 16825 150221 3988 2001 1629 916 154 148220 11174 3180 3112 7994 3860 455 134 126 638 368 2474 3405 762 4049 3488 144171 3191 1503 2237 1081 583 2591 713 103 2134 1219 915 1129 1688 16691 140980 34082 129 33953 24299 4175 2747 2571 2224 1906 20124
shrinkage=0.1


Tree=73
num_leaves=53
num_cat=0
split_feature=1 0 4 1 16 6 4 5 7 4 0 5 1 7 6 16 9 3 4 4 13 1 13 0 0 13 11 5 6 5 5 4 5 5 8 1 1 16 0 0 9 3 13 8 3 0 11 7 6 7 3 5
split_gain=0.370354 0.403229 0.379262 0.362892 0.261512 0.350808 0.263136 0.278601 0.305376 0.250973 0.610567 0.27507 0.256759 0.247925 0.245331 0.241659 0.333387 0.235126 0.217831 0.234547 0.30181 0.215206 0.237497 0.214954 0.271567 0.385525 0.231411 0.214748 0.224783 0.229456 0.211148 0.198206 0.286787 0.194074 0.1928 0.190609 0.204649 0.190511 0.198756 0.186912 0.181776 0.180502 0.180423 0.179736 0.202733 0.246124 0.175939 0.262079 0.264878 0.230714 0.209133 0.219274
threshold=0.83280652761459362 0.00031691652839072054 -0.05239522377700729 0.023017652332782749 0.12298915345190771 0.29801960349585516 1.478612421773015 0.26696845927182639 0.00018886753582771193 1.4165232359453126 0.0019344023312442007 -0.038664411171241191 0.12233802303671838 -0.067044715865504631 0.27746626281549996 0.016603655749838558 -0.00059321257564383292 0.032915656454861171 -0.044214014595598587 0.17802623894836062 -0.096660135096641175 0.94057613611221325 0.056547609272423284 0.043153481557965286 0.045585898682475097 0.06050175198324733 -0.026318494064588391 -0.011666034767682926 -0.26317944550188138 0.24768913145201907 -0.51037141035064326 -0.92059384165559577 -0.021901362239991135 0.7743857868206182 0.046658313637552691 0.052825409919023521 0.059588439762592323 0.019817467782466982 0.0024314243346452717 0.017078549601137642 -0.0022332252619492216 -0.020496256649494168 -0.033227728402468425 0.0041345862903413725 -0.73536221217364062 0.00041687300836201763 -0.01764393588559918 -0.043377954259342377 0.084165586763417746 -0.054470507249952858 0.12167707644402982 -0.63053446231120136
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 -1 6 17 9 -8 -9 12 42 39 13 31 18 16 -2 23 21 20 -20 -4 -23 26 25 -25 -6 -28 29 -29 -17 35 -33 -19 43 -3 -37 38 -22 -12 -40 -5 -11 -21 45 -45 -14 48 49 -48 51 -49
right_child=2 4 14 41 5 -7 7 8 -10 10 11 -13 46 -15 -16 30 -18 33 19 34 37 22 -24 24 -26 -27 27 28 -30 -31 -32 32 -34 -35 -36 36 -38 -39 40 -41 -42 -43 -44 44 -46 -47 47 50 -50 -51 -52 -53
leaf_value=0.098385599216809672 0.096731679602840834 0.051119392036223212 -0.074826248867484152 0.01781078776464003 0.060182430773235346 -0.038016069034050887 0.0055786275654068802 -0.013967528966070515 -0.068573098390071488 -0.15382858720387393 0.16942674384591608 0.012108292687357426 0.019325199523502548 -0.0068612109897441351 0.045115643302203357 -0.11229583467965737 0.021191381424498626 -0.0067918834973120373 -0.053285763866220553 0.0021979099546031184 0.090357203611915057 -0.070515965220065965 0.042452874706723001 -0.037632313488143151 0.023996326393921338 0.14338829118063057 -0.013495712457434065 0.034745251270541976 0.021155763414153785 -0.069145458390115169 0.018416720456342607 0.028861066107531988 -0.06558920505409592 0.14022604753981946 -0.11796696195963899 -0.077185685424585537 0.021113379886355102 0.093191709600876138 0.059961541331886692 0.047547836244209697 -0.010166235862468273 -0.0705291878682658 -0.039498046969750039 -0.070177219797038934 0.034926275702725294 0.047295545584928822 -0.017244788190739362 -0.077024534005370709 -0.0041183379651677501 -0.13238284958588617 -0.025705081043343708 0.0038194339127237361
leaf_weight=0.54510221433881056 1.1305754854846275 1.8521778119211378 0.66133402063132851 7.189728421200698 0.77991382250912167 1.6110839841658151 2.1821816873398339 2.2971318027475718 1.8474620444958416 0.19012719199236017 0.12291141113018955 5.1671024066490645 5.3977427747704487 116.12266109785526 1.5095638370976292 0.11675249028485257 1.2154700866406065 7.5147687684636812 0.34573573051238815 41.859278589458881 0.40505632825443161 0.2716520154644968 0.50430366604996379 0.15247280561015841 5.879454476416754 0.41907312434523192 4.2169475746177394 0.31903332152433428 6.5293702435860643 0.57157133091095602 1.5349118761796487 0.66420614620619722 0.59248337291864939 0.073299216666782629 0.1121131480904286 0.249836170751223 1.000426450758823 0.59702458540596115 0.53630716466432282 1.6693325728483612 1.0989961158529684 0.22190990983108339 0.46853421599371259 0.42839323820044262 3.2621885629778253 0.28153756097162841 0.30836620258924086 0.32036769337719206 0.97712808542564744 0.40050403029454062 2.6193586452609443 46.548308690821557
leaf_count=172 1168 891 130 1829 276 1132 2195 1370 945 19 49 1630 2409 96635 927 22 1292 7031 127 14173 256 39 93 99 3160 101 2681 164 2516 145 1420 472 845 26 10 75 332 449 504 559 574 118 74 71 968 104 100 135 402 87 2292 28915
internal_value=0 -0.00116681 0.00792047 0.0209218 -0.00197071 0.00703957 -0.00329529 -0.0233202 -0.0384951 -0.00260709 0.0151446 0.0239063 -0.00337231 -0.00598149 0.0056265 0.0375315 0.0580439 0.00980676 0.00442754 0.00555956 0.0326482 -0.0337086 0.00221733 0.0157811 0.0305662 0.0954153 0.00806727 0.0044889 0.0147177 -0.0319775 0.00809066 0.0173867 -0.0159596 -0.0050506 0.00378886 0.0309079 0.000672008 0.0441918 0.0291799 0.0574721 0.013226 0.015005 -0.0756441 0.00413186 0.0244128 -0.0235738 0.00218462 0.000370646 -0.0381939 -0.0839273 0.0016976 0.00323813
internal_weight=0 227.022 55.8712 7.95674 219.065 28.067 190.998 6.32678 4.14459 184.672 7.61801 6.95935 177.054 120.482 51.8735 3.99771 2.34605 26.4559 50.3639 48.9266 2.98312 1.43729 0.775956 18.8678 6.451 0.571546 12.4168 11.6369 7.41997 0.890605 1.65166 4.35913 1.25669 7.58807 45.9435 3.10244 1.25026 2.63738 2.04036 1.79224 1.6353 7.41164 0.658661 45.8314 3.97212 0.709931 56.5718 51.174 1.686 0.70887 49.488 46.8687
internal_count=182208 159881 22327 2119 157762 17331 140431 4510 2315 135921 2331 2238 133590 99250 18425 3902 2460 16199 17498 17236 1910 262 132 9142 3360 200 5782 5506 2825 309 1442 2615 1317 7057 15326 1298 407 1783 1334 608 1078 1947 93 15316 1143 175 34340 31931 589 187 31342 29050
shrinkage=0.1


Tree=74
num_leaves=53
num_cat=0
split_feature=3 2 8 10 10 16 15 13 3 10 2 15 14 0 3 1 14 16 16 1 2 11 8 10 12 10 14 3 2 16 10 15 12 0 0 15 13 1 12 11 15 1 12 3 15 14 0 1 2 2 10 3
split_gain=0.428583 0.408386 0.384264 0.250101 0.243546 0.262064 0.258992 0.238173 0.237671 0.20707 0.504613 0.261475 0.24096 0.23813 0.222983 0.213396 0.198727 0.306885 0.232907 0.210206 0.210015 0.246056 0.193771 0.207641 0.193711 0.192695 0.285246 0.187449 0.385499 0.218138 0.187087 0.22115 0.183632 0.20887 0.208831 0.321062 0.250027 0.179793 0.216262 0.178712 0.204017 0.196503 0.206164 0.186678 0.177867 0.213709 0.203415 0.201459 0.184599 0.170302 0.168349 0.202876
threshold=-0.33080712379887695 0.030785774812102321 -0.058228173525899894 0.036464623116001731 0.0011224950453669832 -0.086361884494408861 0.036244219670009681 0.39952721452425966 -0.88486533024115477 0.029535296507902292 0.052086520940065391 0.32224732042517551 -0.34664016009315979 0.00066006020642817031 -0.0059089912101626388 0.048130339011549957 -0.097158116431218619 0.08915999911340404 0.28610947802031012 0.04885706119239331 0.060777209699153907 0.0026923498788839506 0.0090305262873846184 -0.001547295038002902 -0.99019598245004603 -0.0031263538231213702 -0.71810521728835652 -0.30396894784644241 3.6207500215823534e-06 0.15778458003362986 -0.046108938006827901 0.24099360130781869 2.6716814169874006 0.046914521604776389 0.00022927719692233953 -0.0076643193009401202 -0.025483019967096156 0.97056141495704662 2.2896155065745032 0.0072645166942866797 -0.090090741096467072 0.39015340805053716 1.5392498203454157 -0.13988945970777419 -0.13246216359877924 -0.014352179602631519 0.027245401404798034 0.062339814379811294 0.040415603667497642 0.00013795273844152692 -0.035532260251488326 -0.50470731093082566
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 -2 27 7 -6 8 50 24 13 12 -12 -11 14 -3 22 19 39 20 -17 21 -19 23 -15 -7 -9 -27 28 -4 -30 31 -24 34 -34 35 36 -10 38 -8 41 43 -18 -43 -41 -14 48 47 -47 -46 -28 51 -1
right_child=1 9 3 -5 5 6 37 25 32 10 11 -13 44 15 -16 16 17 18 -20 -21 -22 -23 30 -25 -26 26 49 -29 29 -31 -32 -33 33 -35 -36 -37 -38 -39 -40 40 -42 42 -44 -45 45 46 -48 -49 -50 -51 -52 -53
leaf_value=0.051344501788148193 -0.030283941149275226 0.088049384824649052 -0.13995215287882326 0.04157194550387041 0.05187168660246573 -0.11817864425367315 0.02757077190952999 -0.0014555790975246503 0.02893434383653894 0.090543031868155044 -0.010407182199863439 0.072880262916494951 -0.10905849169159865 -0.025516921026824416 -0.049369942149302515 0.08057813154565957 -0.0061137683189440833 0.016661559066016789 -0.057840670681843911 -0.013170892044342684 0.0069809219639936793 0.064526106839505035 -0.071527660395901457 -0.0086747637401136165 -0.015725941420599809 -0.16982303531367582 -0.092379529895333143 0.0044787025992771255 0.00093651319814416962 -0.11507081014020266 0.0020825397809266506 0.053889394431786634 0.092630872936036251 -0.08048297369278995 0.014972343330905462 0.051178664077195304 -0.088239557998294083 0.065049176433554179 -0.074029476720702578 -0.087201485367247422 0.026159870570556094 0.0042494499360502596 0.055678699093507381 0.00027338978631344298 -0.13464875726569739 -0.11335456485790757 0.0097709736868041505 0.039347668810459056 -0.014235627470023549 -6.3032084218024892e-06 0.0042427608590044309 -0.00015791815363788532
leaf_weight=1.725674769797479 3.2712803373615307 0.48578230117709609 0.24054752825759296 1.7671611330297299 2.1835621980144415 0.24544771995715564 2.6125132015295098 1.3898893577643323 0.23109483493317384 0.09013202752976246 6.9981852585542583 0.38084589137361025 0.6387844792570837 9.8447651171907129 0.1416559286226392 0.22610513999097648 38.150181190264902 2.585291829771446 0.374934666005175 13.678751130948454 5.1024814407082886 1.8410163536486832 0.66390593092683303 28.538484919576153 0.64139223263191425 0.17159398347575916 0.29260097617770842 89.345480283468078 1.7657402075532784 0.16085028712404881 16.501632470406776 0.16326940876388107 0.42422307272136084 0.06872361536079552 4.0446758558719011 0.33780088896673877 0.73058472590491874 1.2553267352614055 0.2108067832814412 0.27474675417761307 4.313274099618865 3.3265511217795156 1.0017579184404892 1.4735812238777724 0.38303137926777764 0.32115551582682822 0.7489775811045547 0.10594340286479564 0.19327045458339853 0.55972214907524176 28.890217984708901 1.3625574758461869
leaf_count=435 1201 157 17 785 804 63 1266 519 41 24 4974 197 137 11229 81 80 26112 1216 242 8009 3408 720 415 33584 251 18 43 46916 854 38 16951 85 125 31 2033 71 127 228 94 82 2395 2325 713 797 90 62 298 31 86 343 11230 328
internal_value=0 -0.00168031 0.003312 0.00449568 0.00874344 0.020402 0.0139669 0.00433311 0.00188631 -0.0051593 -0.0191133 -0.00594542 -0.0579551 -0.00408765 0.056524 -0.00439234 -0.000809663 0.00174754 0.0177734 -0.0115465 0.0208498 0.0367463 -0.00904315 -0.0130043 -0.0458289 -0.0258438 -0.0583652 0.00377186 -0.0251707 -0.00970264 -0.000265043 -0.0461658 0.00925169 0.0665544 0.00376501 -0.0308522 -0.0600683 0.0337891 0.0195731 -0.0015275 0.0145101 -0.0038211 0.0163296 -0.014205 -0.064173 -0.0468897 -0.0218216 -0.0754181 -0.0958848 -0.0329449 0.00662389 0.028749
internal_weight=0 235.1 96.5511 93.2798 47.3784 12.9862 10.8026 34.3923 6.72394 138.548 9.86033 7.37903 2.48129 128.688 0.627438 128.061 72.3487 58.4438 9.90372 13.9049 9.52879 4.42631 55.7121 38.3833 0.88684 2.41381 1.02392 91.5126 2.16714 1.92659 17.3288 0.827175 5.8371 0.492947 5.34416 1.29948 0.96168 4.07865 2.82332 48.5401 6.0616 42.4785 4.32831 1.74833 2.39116 1.75238 1.17608 0.427099 0.576302 0.852323 31.9785 3.08823
internal_count=182361 164311 49811 48610 18050 5134 4330 12916 2742 114500 5899 5171 728 108601 238 108363 46099 38010 5586 8089 5344 1936 62264 44813 314 923 404 47825 909 892 17451 500 2428 156 2272 239 168 1588 1360 32424 3274 29150 3038 879 704 567 391 93 176 386 11993 763
shrinkage=0.1


Tree=75
num_leaves=53
num_cat=0
split_feature=2 4 4 12 1 1 15 14 12 2 2 5 2 12 12 12 4 10 0 1 10 14 11 13 1 5 7 12 14 13 4 2 4 14 1 5 10 4 4 2 12 1 4 15 0 4 10 1 11 13 10 0
split_gain=0.415804 0.513958 0.387336 0.34328 0.264545 0.246581 0.351229 0.284792 0.430385 0.293648 0.273364 0.255603 0.284616 0.272107 0.605999 0.266728 0.253014 0.248172 0.24627 0.272214 0.238318 0.226675 0.214729 0.203432 0.201945 0.193314 0.191239 0.189047 0.199602 0.198172 0.20475 0.182823 0.82759 0.183918 0.181844 0.479132 0.374263 0.251514 0.258059 0.411108 0.253887 0.228419 0.216739 0.208228 0.219821 0.239548 0.203546 0.196062 0.180801 0.180302 0.204915 0.201595
threshold=0.013865428976714613 1.1996611425229173 1.6094006941300358 -0.17213121880496843 0.73975956439971935 0.7793693244457246 -0.088256319185510371 -0.040824672405557441 0.2275495299879233 0.00043901533354073768 0.00023064464767230677 -0.035732376577205627 3.6207500215823534e-06 0.11094499681717922 -0.57811376513414181 0.26472240244244305 1.4527206573327875 0.005352001334835395 0.0073545714840292939 0.0046440388541668662 0.074464601904627753 -0.71810521728835652 -0.0062334030519927072 0.79731775869309685 0.18858508765697482 0.23279429041483976 0.00207306160351016 -1.0535639432631567 0.032050045608903378 0.03853339493010334 -1.0082119028926646 0.014973012730479242 -1.2329082081750353 0.42934730253832681 0.94057613611221325 -0.45253830158541297 -0.011290089610563889 0.72268886985825442 0.68291391882308805 6.7742330429609879e-05 0.2275495299879233 0.86340302228927623 -0.49764642328510883 0.035124761229197839 0.18070688098669055 0.50252701997661975 -0.012217178493088822 0.99676865339279186 -0.0012550793935561589 0.205292641972909 -0.017027477930626606 0.0094247404485940951
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 25 18 6 24 9 22 11 -8 13 15 14 -7 -13 -15 -10 19 -2 27 -5 -9 -11 -3 -4 -17 28 29 30 -21 32 48 -33 37 36 -36 38 40 -40 41 49 -43 -37 45 -45 -44 -47 -20 -1 -51 -52
right_child=4 2 3 21 -6 7 10 8 17 23 -12 12 -14 16 -16 26 -18 -19 31 20 -22 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 33 -34 -35 35 43 -38 -39 39 -41 -42 42 46 44 -46 47 -48 -49 -50 50 51 -53
leaf_value=0.012078797253750292 -0.059181372974436486 -0.10991620033872951 0.07607673310277753 0.096054120979349733 0.02199595738058123 0.047278972869551433 0.06878888224167122 -0.08832101225299048 -0.083902774233070909 -0.03383837725884447 0.0046218920424545987 0.03614431400204652 0.01462234858558936 -0.00017308292723540873 -0.1184164562323278 -0.12611845657003062 -0.09685285845811463 0.015061710938222181 -0.18035163455681177 0.015821131839111473 0.076202272241803037 0.010725076963691887 0.043962453397923304 -0.1866241313616914 -0.0023656437781943243 -0.051873057382733893 -0.025832319022293639 0.018385373347882015 0.026225294277501077 -0.055915110371322851 -0.038790620143210226 -0.003597832017155197 0.0047949058533860219 -0.025938704588804963 0.084774901341941711 0.01446519103211414 -0.11214867574027809 0.041326015559173958 0.029107329173763432 -0.024887788202705707 0.021298119803482975 0.061886185380310835 -0.091181137560603323 0.065681717174024726 -0.05817408926466603 0.0060276532018460165 -0.017353337989007751 0.062771239674250204 -0.055859234781604983 -0.046871549184353413 -0.020035404682945446 0.017074376198537296
leaf_weight=16.628356374545298 0.54671306313684809 0.3148888374489619 0.11498918486540866 0.30141571849526272 4.1893331207992039 0.3046269273127109 0.95760893946317382 0.13572301629028516 1.7825566047195027 3.2890154430933758 2.0888341259014851 0.31203742092475362 6.3303625069056579 2.7845416517784547 0.71421579163688942 0.33759979112073779 0.28225072748318769 0.28922582596715063 0.34380183133180253 1.8563406434022911 0.53262112807715389 13.604035506523356 0.60536997170674967 0.073060656017332692 0.3692915545325377 1.2229271648320716 0.43443792359903455 8.3893418014973786 1.4184567488816808 0.97731605510489306 1.0661003531822619 155.60069513876047 1.4960034633422754 3.7572864557030803 0.10891973461730231 9.7959691137350244 0.43205268857127421 2.0966070732092694 1.8796050693999848 5.4856478973124467 12.099223865303427 0.21557220905742713 0.53699211595449003 2.4466459046202536 0.21020511921688001 2.0406345146811877 1.1780287185629266 0.85298013907140546 0.20401937027054406 1.0740828968391722 2.653071807514265 3.2219995422712486
leaf_count=9273 518 85 114 43 3239 73 180 40 318 1074 639 27 887 578 107 23 75 57 34 449 102 3603 121 7 117 417 29 3689 631 385 526 123682 951 3432 45 6066 119 2326 263 1301 7940 203 256 1897 173 945 929 226 39 494 1542 2072
internal_value=0 0.00526166 -0.00415191 0.0080252 -0.00278738 -0.0128229 0.0105005 -0.0177513 -0.046837 -0.0121975 0.0250711 -0.00457448 0.00649388 -0.0246026 -0.0689131 -0.0404471 -0.0095727 -0.0700766 -0.00337881 0.00896598 0.0116521 0.0126937 0.0182497 -0.0381128 -0.0533798 -0.0400315 -0.0715189 0.00904949 -0.00568969 -0.0173638 -0.00421404 -0.00451064 -0.0341028 -0.00412738 0.0107412 0.019988 -0.0710785 0.00761382 0.00602662 -0.0110718 0.00937889 0.00371447 -0.0291995 0.0232759 0.0387311 0.042724 -0.0411609 0.0230328 -0.137169 0.00642932 -0.00708544 0.000306511
internal_weight=0 99.6056 36.649 15.2434 180.378 21.4056 3.73062 17.675 2.81288 14.8621 3.04644 11.5001 7.41444 4.08564 1.01884 1.08408 3.06679 2.07178 176.189 14.7869 14.2402 13.9055 0.741093 3.36208 0.68418 1.33792 0.772038 13.7076 5.31821 3.89976 2.92244 161.402 2.04382 159.358 62.9566 15.8874 0.540972 47.0692 44.9726 7.36525 37.6073 25.5081 1.93059 15.3464 5.55047 5.34026 1.71502 2.89361 0.547821 23.5775 6.94915 5.87507
internal_count=182361 44684 8614 4177 137677 4437 1021 3416 536 2880 819 1799 966 833 180 79 653 375 134438 6300 5782 3646 161 1081 202 531 52 5680 1991 1360 975 128138 1024 127114 36070 9471 164 26599 24273 1564 22709 14769 1388 9307 3241 3068 1185 1171 73 13381 4108 3614
shrinkage=0.1


Tree=76
num_leaves=53
num_cat=0
split_feature=1 4 5 4 10 7 13 11 10 14 11 14 10 13 7 4 2 5 5 1 1 7 1 5 16 2 5 10 12 13 16 13 12 16 12 10 10 10 2 12 13 12 7 5 11 12 1 12 7 5 6 5
split_gain=0.36941 0.280415 0.386377 0.263756 0.265906 0.247841 0.326693 0.278775 0.242392 0.28063 0.241367 0.22503 0.221163 0.217417 0.213652 0.211633 0.269311 0.240514 0.241273 0.319205 0.255077 0.454006 0.277428 0.256038 0.330453 0.229098 0.223313 0.327543 0.243699 0.347681 0.295824 0.3151 0.24316 0.231561 0.279257 0.303872 0.280333 0.273724 0.240051 0.235983 0.32353 0.227814 0.223435 0.222896 0.217365 0.215868 0.214747 0.257686 0.205775 0.354835 0.238105 0.2049
threshold=0.29231819510459905 -0.15580006921135656 -0.51037141035064326 -1.2940385960452174 -0.0099192341035907322 -0.013946698287941905 0.93269462661030711 0.0037739237641081797 -0.003029337214692738 -0.46483722860040427 -0.10081818526521412 0.19415341932154331 -0.01043695746132467 -0.71887545872966407 -0.038230255721566249 -0.032214286625759155 1.8110275959770664e-05 -0.108252055935967 -0.20348823165417382 0.94841453433036815 0.99318313598632824 -0.0036403695229179672 0.44382876157760626 -0.38049350494247985 0.076504217606463323 6.7742330429609879e-05 -0.035732376577205627 0.0075656273458887804 0.75768456358680825 0.22277050310600363 -0.030045289457323245 0.083730073684963421 1.8473847040523668 0.094413073451260904 1.3084620975573558 -0.0074904958398057846 0.003969900759081723 0.001422304225555199 0.0010573025792837145 1.1016484326024694 0.42672575776661498 0.20780031285075562 0.00058065915074895593 0.72507360347951033 -0.0092920778625944968 -0.17213121880496843 0.97813254594802868 0.2275495299879233 -0.0053288753849555903 -0.40507673738277022 0.3061130881266923 -0.04029426581928764
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 12 7 15 -8 -10 -1 14 -3 -5 -12 16 -7 18 20 -20 22 -22 25 -23 -25 -17 27 28 29 -19 31 42 -33 37 35 -35 -36 38 39 40 41 43 -30 -28 -34 51 -43 -48 49 50 -16 -31
right_child=1 5 3 13 -6 6 8 -9 9 -11 11 -13 -14 -15 48 17 -18 26 19 -21 21 23 -24 24 -26 -27 33 -29 30 45 -32 32 44 34 36 -37 -38 -39 -40 -41 -42 46 -44 -45 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=0.048913310639661665 -0.023820500646671305 0.037201837540642456 -0.16184424195210345 -0.14982653219295092 0.033893371477829976 0.076935161087079817 0.072782078207361808 -0.032582802012133087 -0.16832291997554311 -0.016073223499374758 0.011642111062537203 -0.012579723388707538 0.00041498874833962283 0.026910802295648319 0.040874303999876654 -0.20258560292789174 -0.019119492520756915 0.018103015366327333 0.016235926852012732 0.076032161141352861 -0.11664170488385844 -0.073776464942759759 0.025005271845640793 0.06367475442327597 -0.13726714508320034 -0.018958606516403544 0.020917094119329141 0.061864025208485489 -0.12158752514601703 -0.0032284681645770295 -0.0066860518558845387 -0.089341060362589583 0.077546800514972633 0.067863960439650622 -0.10547402721226558 -0.023216900859551443 0.019386702902968865 0.026274126066317023 -0.013590796575998871 0.016991299407487281 0.079567584573438627 0.015867203867783817 -0.015067782171354968 -0.048705260421467743 -0.026721959363592097 0.0052024830239512446 -0.10723616347525372 -0.020393243863854528 -0.0003252224201523739 -0.011184159970478761 -0.030606830029987681 -0.14063998272036984
leaf_weight=0.89251144777153868 1.93069682674104 3.7543989925034111 0.13450939819449559 0.052774502459214001 0.1182763930701175 0.28953472738066111 0.083092415166902356 2.2767166662174523 0.25708448558725649 0.22378196669251238 11.506553819283907 20.557078264331892 2.8844025564030735 12.760950459897627 2.1860539302324464 0.056529433051764388 6.0314723200685876 2.8589478797261916 2.472229688066355 1.3914413667425831 0.41360015562895569 0.26600836303805409 5.2328419625109746 0.61881452541911108 0.077156930210549035 0.88808739764499478 3.7070085150499175 0.53520734802805314 0.82747499522520251 0.16047844264721789 2.2304510681060492 0.37335620343583265 0.26868406970243086 0.45982114060461809 0.60700876831106132 1.5563756526498755 0.24567962257424369 6.0899839182511633 6.7246793640133538 12.945101150426124 0.44266718666767779 1.5374073618986583 0.26385104813380167 0.50772986351512361 0.6456631125183776 0.351716602945089 0.35030012168863311 5.1150003501807078 115.62633709324837 37.443473567295086 0.5770564067934173 0.32306534672716225
leaf_count=366 567 1153 19 20 33 28 35 1138 32 195 6603 18935 1024 9444 1232 12 2848 1324 2836 1727 166 110 4649 605 27 881 994 199 168 156 734 178 81 130 108 498 49 1819 3791 2704 83 419 97 138 193 176 52 966 78618 34246 349 41
internal_value=0 0.00528394 0.0177769 0.023947 -0.0740144 0.00282629 0.00106553 0.00169288 -0.0735724 -0.100538 -0.00246204 -0.00271063 0.0212622 0.0259784 -0.00149706 0.00286821 -0.0145183 0.00468711 0.0177498 0.0380177 0.00731773 -0.0313684 0.0159969 0.00673111 0.0385625 -0.0334511 0.00164622 -0.0127324 -0.0176611 0.00148447 -0.0329523 -0.0573483 -0.0233292 0.0048049 -0.0224907 -0.00203726 -0.0698341 0.00690717 0.00312993 0.0077062 -0.00261221 -0.00597475 -0.0964818 0.0123624 0.00480338 -0.0545978 -0.0170147 -0.0262857 -0.00246844 -0.0086291 0.0258468 -0.0967504
internal_weight=0 91.3421 14.9972 13.0665 0.252786 76.3449 69.7061 69.1421 0.563959 0.480866 188.789 187.897 6.6388 12.8137 167.339 66.8654 6.32101 60.5444 11.4167 3.86367 7.55304 1.37558 6.17746 0.96198 0.695971 0.944617 49.1277 8.8389 8.30369 3.69421 4.60948 2.37903 1.2877 40.2888 2.86889 2.0162 0.852688 37.4199 31.3299 24.6052 11.6601 11.2174 1.09133 4.21474 0.914347 0.83526 7.00271 5.4653 155.833 40.2066 2.76311 0.483544
internal_count=182996 42647 10083 9516 52 32564 30387 30125 262 227 140349 139983 2177 9464 121048 28987 2876 26111 11013 4563 6450 908 5542 742 632 893 15098 3347 3148 1697 1451 717 452 11751 785 628 157 10966 9147 5356 2652 2569 265 1132 274 373 1437 1018 114445 35827 1581 197
shrinkage=0.1


Tree=77
num_leaves=53
num_cat=0
split_feature=2 11 14 4 15 4 5 15 5 2 2 2 14 9 2 12 6 11 14 6 4 2 8 2 14 14 13 10 4 10 8 15 9 5 2 15 9 6 10 10 10 12 11 5 10 5 2 15 14 10 5 6
split_gain=0.295591 0.373957 0.20495 0.193711 0.348914 0.267917 0.472028 0.246874 0.242122 0.232906 0.229107 0.244561 0.241233 0.215716 0.207592 0.242705 0.230885 0.194917 0.235892 0.219113 0.191523 0.185837 0.180972 0.178115 0.170704 0.211115 0.201864 0.17643 0.175332 0.17257 0.275426 0.214285 0.167783 0.16725 0.218915 0.192271 0.168197 0.185824 0.252964 0.176395 0.166247 0.164545 0.162068 0.177493 0.21945 0.227381 0.321742 0.246858 0.208331 0.180996 0.178156 0.263587
threshold=0.017959331162273887 -0.10081818526521412 0.19415341932154331 -1.0884292961047983 0.016228153401848092 1.1674866103388395 -0.035732376577205627 -0.44483092218527137 0.42962537404279127 0.0077517188619822272 0.0024744312977418308 0.0022737854160368447 -0.16866612356613073 7.3922328373021064e-05 8.8476649580115935e-06 2.1478148973921187 -0.019595493020937781 -0.0062334030519927072 -0.034291559667609141 0.19930075493875557 0.76644742324485549 0.000198381174413953 0.0056009028077861353 0.010137483011931183 -0.58224263235058837 -0.10142299551518001 0.12379181057981914 -0.0057762518247265809 1.3582557397339372 -0.005919381235558613 -0.012152447222679077 0.013348812594970158 0.028788630209062856 0.40826573561653695 0.97938668727874767 0.34780524765097548 -0.034618606601079981 -0.21676639437564141 0.074464601904627753 -0.01043695746132467 0.022829972088943953 0.037229045772377047 0.0028657877079861665 0.41636857232992813 0.047893680645331616 0.41421969929358965 0.035153809934854514 0.12582517234688753 -0.031742679317364096 0.019278201066777183 0.26557248399200228 0.26066202452910742
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 32 22 4 41 7 10 -5 20 -10 11 14 23 40 15 -7 21 18 24 -20 -9 -16 42 -12 26 28 -15 -27 -26 31 -31 -28 -2 36 35 -35 -4 38 -38 -39 -8 -1 43 44 45 50 47 -47 49 -45 -3 -52
right_child=1 2 33 5 -6 6 13 8 9 -11 12 -13 -14 17 16 -17 -18 -19 19 -21 -22 -23 -24 -25 25 27 29 -29 -30 30 -32 -33 -34 34 -36 -37 37 39 -40 -41 -42 -43 -44 48 -46 46 -48 -49 -50 -51 51 -53
leaf_value=0.010399579338651301 0.091298701751187664 -0.0047081070968413618 -0.046646674995538068 -0.065459033895985522 -0.04830894369958956 0.035580039112699885 0.016225800352773812 0.0073317265686965579 0.077553618201890731 -0.010800804052170479 0.10678470546924296 -0.15442813065935765 -0.012726315538007044 -0.050762413337387118 0.12262116759741344 -0.038484347612791195 -0.038588695979184358 0.019597283791471451 0.016411076940630192 -0.14151165105062921 0.032933886812351577 -0.015505294402950268 0.0033365895002772355 -0.021734721543192385 -0.14002374431929027 -0.0046275028153515314 0.1098966842189778 0.068389897642478645 -0.013476954863853691 0.08383994926807864 -0.075116092286312108 -0.0067492773613900678 -0.0046650543622804748 0.034105833141733849 -0.020424277261439194 -0.078343460345224977 -0.026557987076145567 -0.050768313512641688 -0.14911468386319426 -0.002284033573576988 -0.12547438586931867 -0.098489518753179336 0.0023463403142800327 -0.033634928033151074 0.039579935180949745 0.005279699317715123 0.04081242321245545 -0.10193485623618273 -0.008089538607188888 -0.11420978702093121 -0.01347212084123238 -0.06495371410180388
leaf_weight=3.0544960297520443 0.59559445388367649 51.48173094732158 1.7202222332275603 0.42524399356625409 1.9178016987643784 1.0521768977196169 11.721847431577771 60.449438726185463 0.95766240574084693 0.42419819970746175 0.35606209327670502 0.13185770572454192 1.0701518926052802 0.25476252255611953 0.14548312627630267 0.73713056008273259 5.8015601577353673 3.1603528433988677 0.13124601031813554 0.22910333829349838 3.0548619590745139 0.23346013051286718 49.58499568383877 0.14422997092333389 0.093395544379743067 0.7506599596599699 0.49520861450582732 0.57131176754774127 9.6522528003733878 0.1747654820792377 0.23411466987454321 0.22448215913027525 0.25686298885557335 2.1035432767694142 1.7947656212127183 0.1473018583801603 3.5681000876047633 0.80101498808016813 0.16047842253465194 9.0293529567657043 0.065996083751088785 0.12779591968865123 28.521704479118284 2.3719665858225203 1.0722558866727911 0.71255357519839824 2.2586284788703779 0.28882617549970746 4.3687476686591245 0.30455456677736936 8.5422458893644926 1.1109105117520801
leaf_count=844 238 45401 1566 173 553 131 3441 34784 455 238 107 21 449 43 183 97 1144 806 45 24 3518 284 36559 32 38 128 58 85 1806 13 36 37 99 1210 898 36 2759 749 13 11153 19 50 22484 1065 448 185 674 49 2111 103 5034 520
internal_value=0 -0.00252069 -0.00285519 0.00416585 -0.0148247 0.0051109 -0.001634 0.00897597 0.0094814 0.0506361 -0.0206375 -0.0274054 0.014194 0.00499618 -0.0249683 0.00499053 -0.0336312 -0.00257761 -0.00806719 -0.085907 0.00857209 0.0406118 -0.00161058 0.070254 -0.00569635 -0.00984566 0.0272077 0.027412 -0.0149399 0.0453177 -0.00651844 0.0742203 0.0628733 -0.0125455 0.00551496 0.0261962 -0.0173284 -0.0135532 -0.0325084 -0.00631836 0.0152466 0.00550925 -0.00403868 -0.0065501 -0.00492374 -0.00567539 0.0199897 -0.0268702 -0.0216129 -0.0434894 -0.00704933 -0.0195042
internal_weight=0 170.796 169.944 107.843 5.10009 102.743 37.4316 65.3114 64.8862 1.38186 9.67211 8.10167 1.57044 27.7595 7.96981 1.78931 6.1805 15.9717 12.8113 0.360349 63.5043 0.378943 150.619 0.500292 12.451 11.0676 1.38333 1.32197 9.74565 1.12857 0.40888 0.719691 0.852457 19.3248 4.04561 2.25085 15.2792 13.5589 3.72858 9.83037 11.7878 3.18229 101.034 72.5124 65.4672 64.3949 3.26001 1.00138 7.04527 2.67652 61.1349 9.65316
internal_count=182996 133354 133017 49642 1447 48195 9027 39168 38995 693 2448 1860 588 6579 1839 228 1611 3119 2313 69 38302 467 114633 139 2244 2057 187 213 1844 144 49 95 337 18384 2144 1246 16240 14674 2772 11902 3460 894 78074 55590 52311 51863 908 234 3279 1168 50955 5554
shrinkage=0.1


Tree=78
num_leaves=53
num_cat=0
split_feature=2 13 5 4 2 0 9 12 15 5 13 6 7 14 4 5 11 4 2 6 15 15 12 14 4 4 11 15 7 5 6 9 11 9 5 11 14 5 4 9 0 12 14 2 2 0 15 7 11 15 14 5
split_gain=0.419629 0.209029 0.439895 0.408164 0.300036 0.271421 0.229741 0.263986 0.236502 0.223249 0.330446 0.302776 0.231913 0.221214 0.211661 0.451445 0.295895 0.207366 0.203802 0.198623 0.272393 0.199694 0.179495 0.177212 0.174896 0.173966 0.169934 0.169168 0.189979 0.168285 0.210482 0.161627 0.155983 0.212281 0.224415 0.195943 0.233462 0.178253 0.168517 0.15497 0.153833 0.217024 0.173708 0.230738 0.168608 0.166112 0.180618 0.161683 0.150694 0.149204 0.174565 0.149046
threshold=0.99228063225746166 -0.13701744491111728 -0.21442719203200994 0.63279217698245216 0.070973392575979247 0.75769355893135082 0.00058431178045350251 0.618434434475156 0.11841741120759279 -0.3641969951238973 0.075007200915854721 -0.43112096726273047 0.0072145275160818674 0.21463293817664833 -0.85653729361557829 -0.48244815373778299 -0.00020639973640859978 1.4321650451515984 8.9089731773128747e-05 -0.27306815970403459 0.12582517234688753 0.34780524765097548 1.3084620975573558 -0.095092467717742143 -1.4837434891824348 1.1996611425229173 -0.0014374517158800919 0.38211913589518409 -0.0047859183775544279 -0.3931294724816945 0.11488797884621368 0.032727089435166078 -0.02448014080586771 0.025766001872712257 -0.17743340293660223 0.012639125798445025 -0.16137378573089789 0.12092980618005364 -1.2940385960452174 -0.00052191745264490658 0.017579283565282825 -1.1247525567546794 0.18520371081313872 0.99106881022453319 3.6207500215823534e-06 0.69554811716079723 0.05656135518709788 -0.00047894237475817344 0.062069010546278607 -0.047257157516478028 -0.03306162149319581 0.25631985369318783
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 25 4 19 9 7 39 13 10 12 -12 22 -9 15 48 18 -15 -16 -4 32 24 -3 -20 31 -1 -27 40 -29 -2 -31 -22 -21 -34 -35 36 -36 -37 -38 -5 41 -8 43 45 -43 46 49 51 -13 -42 -51 -48
right_child=29 5 3 6 -6 -7 27 8 -10 -11 11 14 -14 17 16 -17 -18 -19 23 20 21 -23 -24 -25 -26 26 -28 28 -30 30 -32 -33 33 34 35 37 38 -39 -40 -41 42 44 -44 -45 -46 -47 47 -49 -50 50 -52 -53
leaf_value=0.0090722879556229541 0.072634432063830787 0.026548048639266117 0.02221190537401042 0.023321325604407615 -0.029867518112129385 -0.038893808723542249 -0.10022911975755233 -0.082180648869162931 0.065716908249972963 0.0028877850323106558 0.14895531909408793 0.030403232203220606 -0.017297270293714528 0.10184846314686476 -0.090713115691229196 -0.090701151129970972 -0.064033616963206058 -0.039381755798385959 0.025881390834272645 0.03740757414537163 -0.046436766501251177 0.038019710850995481 -0.040678904996461623 -0.026161688646181527 -0.038145179650827615 0.11334422181289339 -0.042495107932381621 -0.13710882955864576 0.039865547730920214 -0.0420380089192798 -0.0013638001357976822 -0.19386952306096794 -0.0013768983298600346 -0.1929848299046214 0.0083184748096187359 -0.044594586106557511 -0.13258533442618145 0.072040540966067157 -0.037966232314260398 -0.046005317405236598 0.035785790033628029 0.12123061762270199 -0.0067928055381326364 0.16587751230191441 -0.0022301985193033873 0.099465054283598198 0.016691535786605496 0.01546050301697758 -0.032313392973178257 -0.048811227191991886 0.019158230453319131 0.11910698133889489
leaf_weight=11.65675369580276 0.15095528185338469 4.0359743295202852 1.8512135377750372 1.5471615961614587 11.336917862320886 1.6161849876734766 0.20052383636175397 1.0543909955486013 0.16071948098760902 204.59033290181333 0.083545346235040507 1.7250834534352186 2.6363188536433881 0.12514493549315364 0.31579799595783553 0.45760557719040473 2.2782291937473946 0.36511915569280973 0.98957514341782249 0.78454925179539614 0.17584768995584532 0.28622807182546228 0.42461339644250973 1.8531846378991772 2.3180235386012091 0.28007543848798377 0.081208315059485225 0.13482211258087773 0.090119002488791788 3.9766342735188109 1.8686937635948195 0.13369211897224886 7.7495219636771271 0.073757875681622065 0.40546191030625756 0.21890538767183909 0.36631353739357997 0.27901409842115754 0.40872212068279601 0.38900763940546257 1.241480009620316 0.099358533509072422 1.301215881905591 0.11345047741633596 2.0317829374948815 0.30790256606451283 0.21018802881008014 0.55256083676067624 0.47551669305539679 0.65668242420360701 0.84421996066158045 0.46673281566472724
leaf_count=9484 145 2369 1001 766 17031 2113 55 415 71 123590 13 642 1345 109 110 189 1388 181 484 344 89 146 346 1168 1362 44 92 16 33 4779 1488 18 5853 19 255 84 76 99 239 193 870 9 935 56 654 208 267 350 172 342 748 186
internal_value=0 0.00039356 -0.00542478 -0.0106639 -0.0175923 0.00171524 0.0047128 -0.0161585 -0.0446394 0.00201683 -0.00963807 -0.0233178 0.00614524 -0.0567327 -0.025415 -0.00226186 -0.0366914 -0.00105168 -0.0167243 -0.00832235 -0.0126284 -0.039522 0.0200139 -0.00799754 -0.0481655 0.0112544 0.0779684 0.013939 -0.0684585 -0.0263124 -0.029078 -0.117116 -0.00495581 -0.0085164 -0.0397654 -0.0310999 -0.0530569 0.0209912 -0.0846375 0.00910361 0.016393 -0.00521612 0.0252299 0.0347039 0.00447139 0.0305618 0.0248052 0.0563749 0.0167023 0.0103825 -0.0108011 0.0885349
internal_weight=0 271.781 50.2988 38.2808 26.3882 221.482 11.8926 3.64154 1.70537 219.866 15.2754 8.17854 7.09691 1.54466 8.09499 2.65821 5.43679 0.490264 3.15856 15.0513 13.2 2.91379 4.46059 2.84276 2.62756 12.018 0.361284 8.25104 0.224941 5.99628 5.84533 0.30954 10.2862 9.5017 1.75217 1.67842 1.1805 0.497919 0.775036 1.93617 8.0261 2.33167 5.69443 4.39322 2.13114 4.27977 3.97186 1.22948 2.2006 2.74238 1.5009 0.676921
internal_count=183041 176629 42700 33080 26616 133929 6464 1735 776 131816 8226 4166 4060 705 4153 1003 3150 290 1762 9585 8584 1615 2715 1652 1469 9620 136 4729 49 6412 6267 107 6969 6625 772 753 570 183 315 959 4680 718 3962 3027 663 2971 2763 803 814 1960 1090 453
shrinkage=0.1


Tree=79
num_leaves=53
num_cat=0
split_feature=2 8 2 14 6 4 6 5 9 13 5 6 11 4 11 4 11 6 12 6 3 11 12 11 5 4 12 3 12 6 4 2 6 2 6 3 0 0 3 9 13 4 0 14 5 14 2 6 12 4 3 14
split_gain=0.35951 0.300618 0.390368 0.298797 0.305941 0.349207 0.286111 0.392322 0.237136 0.186841 0.297433 0.208516 0.196252 0.19149 0.291151 0.18275 0.182327 0.180068 0.272107 0.175427 0.267475 0.181518 0.179861 0.169993 0.191968 0.169858 0.169576 0.260421 0.167576 0.167203 0.172975 0.19166 0.167541 0.16366 0.157933 0.157703 0.157431 0.270828 0.156925 0.27203 0.158124 0.241221 0.312231 0.380852 0.241773 0.172379 0.156461 0.178454 0.149913 0.14934 0.147971 0.145599
threshold=0.97938668727874767 0.00017685613328184311 0.00061847572214901458 -0.042132833815386482 -0.20261172946171538 1.1996611425229173 0.45990113941969257 0.069901969385989124 -0.0033003105279534113 0.013368003901431301 -0.31566744618454889 0.23965537249014512 0.022062646448601442 0.080381656066276688 -0.00189772428486347 0.12746482012408419 0.003870551179518027 -0.024099349872064135 1.0000000180025095e-35 -0.20176563376062195 -0.5263446025783195 0.0037739237641081797 0.055860497612394484 0.040995676355592113 0.077026557588760605 0.35263025940309106 -0.59050620854602975 0.068621957558207228 0.66496956160089427 -0.35883388032832131 1.3925792515278432 0.7051525115966798 -0.43112096726273047 0.1326427757740021 0.32070434383086804 -0.017530345357954499 0.13091387599706653 0.06898826360702516 0.34492967999540275 -0.0070211792062720131 0.4580867872996352 1.4439149493576366 0.0032583361025899653 -0.58224263235058837 -0.17510566963744725 -0.19424676051599063 1.8110275959770664e-05 -0.23675066118304941 2.5527589353976317 0.054873425230843993 -0.84611661394592363 -0.20417413968184753
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 38 3 19 -5 -6 9 35 -7 11 13 23 26 -11 -15 -16 28 18 -2 20 50 34 -23 29 -25 -19 27 -12 -10 32 31 -31 -4 -34 -21 -8 37 -20 40 -40 -1 44 45 -44 -42 -43 -46 -48 -22 -29 -3 -28
right_child=17 2 6 4 5 8 7 -9 16 10 12 -13 -14 14 15 -17 -18 25 36 21 48 22 -24 24 -26 -27 51 49 -30 30 -32 -33 33 -35 -36 -37 -38 -39 39 -41 41 42 43 -45 46 -47 47 -49 -50 -51 -52 -53
leaf_value=-0.0027102137502320227 0.022139470405478742 0.031237153711216832 -0.040595036787897609 0.075953665401477299 0.019205589658647784 0.087609326084871056 -0.025677536042701 -0.076942834816927236 -0.025875938601007349 -0.0036726217554785162 0.0099613372179872053 0.012288822781008353 -0.022735505763452499 0.037790028607084601 -0.15020492257570656 -0.049062814638865436 0.012385966173927046 -0.066122631125768036 -0.046677240230089401 0.039855570344789905 0.045504211598489316 0.063852789661602016 -0.11724240556610693 -0.028494899927290131 0.060823952278905927 0.0003474698438163898 0.048245463414439985 -0.009519265909631501 -0.12904511755659254 -0.0059762482528180581 0.013006940361133824 -0.037261152174234306 0.061798261108714329 -0.046289591385494683 0.13118850420529929 0.04503409077369204 -0.057876986601504476 0.040317960061705217 -0.059321959435596983 -0.0034026681060652917 -0.0089566261626335807 0.051913918398586702 -0.12913411424820542 -0.0086907230309540683 -0.058945296530880875 -0.043409309174792687 -0.015260392712143812 0.037874675851426724 -0.018718915049638598 -0.064098151437193315 -0.05512924710760591 0.016260905035104412
leaf_weight=136.0614779592093 0.7589800729097077 0.25797123185475357 0.25921484054560995 0.33230433943572313 0.91633261974493407 0.079189451834281499 0.69437816879508318 1.0446957144122277 0.23315610043937318 2.7158496104184446 20.535855578922909 10.291716290666896 1.701726576202417 0.26982003349621664 0.24278473417507462 0.67159464720498363 0.17433704134600703 0.40271763233510949 1.039545255984194 5.709013211706405 1.5705818847491166 0.074299618485383578 0.12648637976963073 0.3293666841527727 0.79600228228446213 4.5028498722331278 1.548425427500663 2.0493790858790812 0.54462991397303995 37.05046667664886 4.5144549777005514 2.0510066935659088 0.9580691283699625 0.15038844336049806 0.18238271429981967 0.54900916720725879 2.546999409869386 0.52496841626998492 1.2897069143100455 2.6073518678531959 2.4452661317718585 0.60479408786341082 0.42100724059127959 0.66092005032987788 0.18308730865828593 0.25740307712112453 0.71253223810890531 5.0478196973510885 0.46054697598447081 0.6496854873093979 0.72229533027712056 16.378250720112021
leaf_count=79163 1399 43 187 83 464 21 338 1160 51 1496 11152 4670 794 306 61 764 31 1608 948 1922 304 23 23 229 373 3604 792 1931 80 31163 2239 6669 504 256 81 526 2594 577 1636 4032 1676 63 55 236 16 44 377 3181 61 587 117 12331
internal_value=0 0.000624984 0.0044294 0.0220077 -0.010303 -0.0255682 0.00252847 -0.0323119 -0.0650051 0.00330657 0.00797901 -0.000568754 0.0103861 -0.0184043 -0.0516415 -0.0782467 -0.0790576 -0.0188825 -0.0324682 0.030104 0.0102796 0.0398455 -0.0504839 -0.00344221 0.0346464 -0.00532614 0.0117646 0.00611944 -0.0993748 -0.00440826 -0.00549253 -0.00763327 0.0298003 0.0466394 0.0430652 0.00573742 -0.0426001 -0.0173625 -0.00233272 -0.0220923 -0.00180412 0.0101115 -0.0214924 -0.056875 0.0174656 0.0231568 0.0283306 0.0312756 0.0309063 -0.0229869 -0.0322507 0.0190682
internal_weight=0 267.127 116.836 11.3835 2.27995 1.94765 105.452 2.28808 1.03131 103.164 46.7634 56.4007 42.8633 3.90005 1.1842 0.914379 0.952123 9.77606 4.87049 9.10358 3.0114 6.09218 0.200786 46.109 1.12537 4.90557 41.1616 23.2349 0.777786 44.9836 43.6159 39.1015 1.36767 1.10846 5.8914 1.24339 4.11151 1.56451 150.291 3.89706 146.394 10.3328 1.94412 1.08193 8.38871 0.862197 5.94344 5.76035 2.03113 2.69906 0.980267 17.9267
internal_count=183041 172311 81832 3304 730 647 78528 2024 183 76504 30214 46290 27587 2627 1131 825 162 10730 5518 2574 525 2049 46 41620 602 5212 26793 13670 131 41018 40071 37832 947 760 2003 864 4119 1525 90479 5668 84811 5648 398 291 5250 107 3574 3558 365 2518 160 13123
shrinkage=0.1


Tree=80
num_leaves=53
num_cat=0
split_feature=0 11 6 4 8 2 13 6 7 0 8 13 5 4 2 12 0 8 4 4 7 11 6 6 0 14 13 13 12 6 0 14 16 12 16 12 8 12 2 11 5 16 14 12 2 4 14 14 8 2 8 16
split_gain=0.454026 0.265552 0.24971 0.472287 0.212824 0.250331 0.207809 0.199496 0.19742 0.292047 0.306876 0.245595 0.380564 0.262614 0.220167 0.351007 0.195144 0.194278 0.185304 0.242422 0.239656 0.224322 0.226312 0.278314 0.233095 0.210323 0.198684 0.191611 0.32682 0.181523 0.173507 0.289915 0.223125 0.282201 0.266218 0.220823 0.219195 0.170936 0.283789 0.308729 0.344661 0.221565 0.261872 0.205115 0.252375 0.183183 0.198823 0.216783 0.198812 0.180937 0.178396 0.16979
threshold=0.0032583361025899653 0.075060756610125012 -0.022662918179322197 1.2669528230920488 0.012033493278326542 0.0092048519290983694 -0.26883901302455543 -0.35883388032832131 -0.036166223657846233 0.025125453248620037 -0.046814174619023992 0.1040695480370616 -0.3931294724816945 -0.85653729361557829 8.8476649580115935e-06 0.41835911528949082 0.0054744889494031676 -0.016968362387110272 -0.066852288310016869 -0.73115259712286418 -0.02814884751207997 0.008740305003181523 0.25922637905053864 -0.2213283317911898 0.0041598882526159295 -0.38320843697538304 0.2639319311141361 0.39952721452425966 0.092615437408875081 0.45990113941969257 1.9206498109269891e-05 -0.58224263235058837 0.041806753971334286 1.6884853416272863 0.010987995042453324 0.24576842725768136 -0.0008601984542239788 -0.46721960402558332 0.00026470178272575145 -0.00010079308339740831 -0.22608709684054792 -0.15234788533817109 0.034652514480607841 -0.62407757449032808 0.0037219803780317311 0.50252701997661975 -0.11751479940887076 -0.080275085934113186 -0.011298278465062176 1.8110275959770664e-05 -0.0057681937678622135 0.10018846075420122
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 8 7 37 5 6 -5 -1 9 10 -2 14 13 -13 15 16 -10 -17 19 20 26 22 23 25 -25 -20 -14 -24 -29 -11 36 -32 34 35 -33 -34 -8 43 39 45 -41 42 -40 44 -4 -39 48 -48 -47 50 -50 -30
right_child=1 -3 3 4 -6 -7 30 -9 11 29 -12 12 18 -15 -16 17 -18 -19 21 -21 -22 -23 27 24 -26 -27 -28 28 51 -31 31 32 33 -35 -36 -37 -38 38 41 40 -42 -43 -44 -45 -46 46 47 -49 49 -51 -52 -53
leaf_value=-0.042074765393542018 -0.027268990612963909 -0.035055578582263699 -0.012135505861309202 -0.11373664570126792 0.074009218642192509 -0.11725288564614496 0.056564470447445607 0.019344312363399212 -0.15663096914572064 -0.0016363720173707234 0.051647484563277141 0.015544302955780472 0.10402737190232098 -0.043069667762872778 -0.0053863615285200499 -0.049330273238935282 -0.0012919772023440802 0.076902916543168387 0.045060598109135368 0.016175965514458334 -0.0013858310228773481 -0.039209145781857864 -0.0078198537062866228 -0.046209426906324784 0.010330084713616775 -0.028859373265069738 -0.062797749455957563 -0.096355786335623167 0.026273090124524404 0.049350692467291755 0.050517134818548796 -0.026260215033972391 -0.085806481679010352 -0.15003060977174629 0.042390553597836576 0.047237979709370437 -0.029809397957286321 0.073357520264536277 0.078155892348163156 -0.28358066579662417 -0.018673315192692237 -0.02082919283790903 -0.083594212823231359 0.076604140234363793 0.031468587018011862 -0.036129815908814734 -0.049700370486145763 0.01418730232516704 0.012457803312033595 0.016413803020863857 0.090080305987993978 -0.10714547697865709
leaf_weight=0.52829036209732549 0.59790840025925751 2.3895924700823334 1.8850219405321693 0.19518807716667552 0.23543675267137665 0.2352941133722205 0.70433320316078607 18.541601771155911 0.10131894121877749 9.8523950495627979 2.5507481475078739 1.0197498688357884 0.35029178486729762 2.9459827116752413 134.59493018335431 0.12708294531330455 0.2537138077095733 0.96117167728516495 0.41761028063774608 19.886579765543388 18.458307568933833 1.5000569929497931 4.9664618664037326 0.73725946100422035 21.755179024239169 3.4184128623837742 0.076024526952096494 0.70136997683948699 0.5205708429994047 0.7338436271265899 0.52736539251054271 4.9499558097813896 0.25651382142677892 0.29204219605890103 0.62136636335344508 0.21352811792166904 0.48093862389213782 0.61539280977558508 0.4540343228327427 0.050048898767272476 0.18964180900550776 4.5272762192158753 0.11157034887582995 0.65601989905372171 4.4070683170962184 0.35454290848429071 0.72819633383551297 1.8284680353281149 0.42854223084577825 1.4199337373847809 0.98813636211707512 0.098348501913278596
leaf_count=241 197 1302 855 19 23 42 64 7581 11 6449 916 450 88 1791 110993 18 51 127 134 14616 7287 1228 1880 409 16183 2111 35 189 170 838 52 673 34 33 88 35 48 353 160 16 66 2176 27 235 1411 58 134 277 42 289 72 35
internal_value=0 -0.0020164 0.00882716 0.00270028 -0.0165006 -0.0191626 -0.0161182 0.0176056 -0.00166533 0.0099471 0.0365935 -0.00241528 0.00210333 -0.0279956 -0.00496792 0.0336487 -0.0509252 0.0616115 0.00374737 0.00847554 0.000359044 -0.00162769 0.000120989 0.00419352 0.00844216 -0.020643 0.0729677 -0.0168986 -0.0504976 0.0019741 -0.0135071 -0.0196109 -0.025574 -0.075746 -0.0184943 -0.0258441 0.0215938 0.0116796 0.00428641 0.017946 -0.0895981 -0.013424 0.0446899 0.0240823 0.018408 0.0222328 0.016552 -0.00422469 0.0331296 0.0419555 0.0670405 0.00269664
internal_weight=0 229.015 46.4257 27.3559 8.71196 8.47653 8.24123 19.0699 226.625 13.7349 3.14866 212.89 76.8522 3.96573 136.038 1.44329 0.355033 1.08825 72.8865 38.7712 18.8846 34.1153 32.6152 26.3285 22.4924 3.83602 0.426316 6.28675 1.32029 10.5862 8.04604 6.86077 6.33341 0.762084 5.57132 0.470042 1.18527 18.6439 11.6958 6.6029 0.239691 5.09288 0.565605 6.94811 6.29209 6.36321 5.74782 2.55666 3.19116 2.83661 1.41668 0.618919
internal_count=182612 167508 15104 7282 1111 1088 1046 7822 166206 8400 1113 157806 46606 2241 111200 207 62 145 44365 22026 7410 22339 21111 18837 16592 2245 123 2274 394 7287 1027 915 863 102 761 69 112 6171 3670 1307 82 2363 187 2501 2266 1225 872 411 461 403 114 205
shrinkage=0.1


Tree=81
num_leaves=53
num_cat=0
split_feature=3 12 14 11 12 4 4 9 10 14 6 15 12 6 7 3 12 3 7 7 12 7 11 7 12 8 15 11 11 15 14 12 15 5 9 3 11 8 15 4 14 9 14 9 7 15 3 10 5 14 8 12
split_gain=0.374973 0.345285 0.42916 0.272162 0.253601 0.208511 0.371299 0.242867 0.214759 0.210376 0.258112 0.237928 0.234359 0.222085 0.198778 0.257497 0.2921 0.289742 0.196296 0.313171 0.188395 0.186165 0.182606 0.178466 0.177582 0.19782 0.207735 0.221084 0.174012 0.218993 0.267747 0.173557 0.242229 0.177621 0.174913 0.170027 0.166248 0.165017 0.319392 0.33214 0.274181 0.161215 0.166881 0.161173 0.218157 0.206138 0.160728 0.16309 0.158863 0.189389 0.171366 0.156654
threshold=-0.10302327759563921 2.4948717947223638 -0.46483722860040427 0.062069010546278607 2.6122641662586075 1.2279152954333161 1.4527206573327875 0.0084288204344049617 0.0041891401814474665 -0.38320843697538304 -0.25241808270869082 0.27323806896445912 0.80481959248113843 0.37000377884261987 -0.0062138262230183742 -0.92367505627044 -0.20469524655890969 -0.73536221217364062 0.012833533619004118 -0.00057471521002285908 1.0464195763164585 0.00207306160351016 -0.052361242768134711 -0.0050477123145153497 1.2443251605501808 0.017858756712145447 0.145738269558186 -0.009557458672747406 -0.030577705801977797 -0.071861045725536657 -0.50901694267027531 4.0399020798231957 -0.067251468166596912 -0.20348823165417382 -0.0088938778118933474 -0.16043135710060594 0.062069010546278607 -0.0039256875989972032 0.34780524765097548 -1.5981698403584284 -0.16137378573089789 0.0040161275043647839 -0.0058833540451493594 -0.022841166320208269 -0.036166223657846233 -0.23817344242451885 -0.55019769154478115 -0.0069918340135558749 0.053649337798260165 -0.23451034700822865 0.0013182886362911388 -0.65662776389911737
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 5 -3 28 -4 9 8 21 14 10 -1 12 -12 -11 46 16 -16 41 19 31 -10 22 -8 -19 25 26 48 -28 29 30 -2 33 -33 34 -6 -23 -15 38 39 51 -40 42 -17 -41 45 -45 -7 -48 49 -25 -51 -30
right_child=3 2 4 -5 18 6 7 -9 20 13 11 -13 -14 36 15 17 -18 23 -20 -21 -22 35 -24 24 -26 -27 27 -29 37 -31 -32 32 -34 -35 -36 -37 -38 -39 40 43 -42 -43 -44 44 -46 -47 47 -49 -50 50 -52 -53
leaf_value=-0.024730962062702425 0.073647085002272225 0.084771049313600133 0.06848883589963041 -0.034304238311564116 -0.14242046634096051 0.017446195531182991 -0.094822289511632948 0.035222467033597119 0.047800642726530833 0.005026217987272691 0.057980677595898179 -0.057962883763471931 -0.012999075593142657 -0.013845487050232206 -0.16826415270329734 0.054437193951126089 0.0059769604371472419 0.060349962797971959 0.055629230498199525 -0.01336222061405528 -0.068665040499587229 -0.045860436993729138 0.014546469234735911 0.062654734196910228 -0.064228713254969427 0.08542105710406489 -0.15158728562168314 0.012683504915515429 0.032576514667953631 0.018357088871572513 -0.028660272799230092 -0.15940276152106655 0.015198944810664666 0.040908877331836568 0.0085519832365740373 0.03602822931298761 -0.083827812581457412 -0.0010232126821225179 0.057859129259143195 -0.026510273029194877 -0.096319902420121228 -0.056085122072890396 -0.052968205327326101 -0.051856608789547447 -0.0080815377915857897 0.022946448504714841 -0.051998724313683811 -0.15439152088818553 -0.0023207134241283677 -0.071773832065102364 0.010369493280311131 0.14113285286994814
leaf_weight=0.77864794413289917 0.27414122777190675 0.96502477768808503 0.80418344867211899 2.7195671638432932 0.085962473494873848 0.16412754148950626 0.14223922448582094 2.4275551724349498 0.72414515385753553 57.493891465323941 2.6427988131417806 0.22335611110247544 0.55679941688413226 2.3018673669298546 0.22145843401085585 1.0147865679173262 0.15905708394984497 0.21907442618794259 0.84717838578035287 4.1915202516293002 0.15463533976981125 1.338405045258696 3.4550995015160866 0.14108643793588038 1.1093638412667131 0.15518058625457332 0.22454417333938181 0.11996799432381511 0.75819304121250752 7.7256932733348531 2.089155686489903 0.098253306467086077 0.24457056621031359 3.0741404791356191 0.28951269736899199 0.29799031153379463 0.38295206199836673 110.48160558771551 0.12701055691286456 4.1988777177957664 0.6525022827918282 0.19030184100120084 0.15385617630817972 0.39139785484258016 48.121575576427261 3.7743808794402858 0.45795373438159004 0.24454301856894645 2.6280196680891095 1.1091735664558737 0.3226059467106096 0.14879706921055813
leaf_count=220 75 141 371 1661 42 29 21 474 139 30602 1175 81 282 1114 12 164 40 43 317 1535 44 493 1067 60 225 18 21 35 391 3252 995 7 67 892 179 126 161 94025 75 2968 315 30 21 171 35232 2354 94 55 306 281 86 28
internal_value=0 0.00482279 0.0217857 -0.0030094 0.0153344 0.00261378 -0.00717086 0.00920277 -0.0203488 0.00522534 0.0268124 0.0386039 0.0456251 0.00371076 -0.0251463 -0.0199785 -0.0983855 -0.015716 0.0103674 0.00545295 0.0263611 -0.00294348 0.00978153 -0.0251123 -0.0285073 -0.0198687 -0.0237789 -0.0965472 -0.00252992 0.0102161 -0.0163361 0.0262137 -0.0401808 0.0329824 -0.0308401 -0.0307237 -0.0243083 -0.00329338 -0.00760326 -0.00672798 -0.070476 0.0257592 0.039721 -0.00769886 -0.00617982 0.0157297 -0.0701517 -0.0905438 -0.0174334 -0.0423793 -0.0533643 0.0527327
internal_weight=0 92.1558 10.6003 181.463 9.63532 81.5555 17.1752 7.66129 9.51388 64.3803 4.2016 3.42295 3.1996 60.1787 8.6351 7.76848 0.380516 7.38796 8.83114 7.98396 0.87878 5.23373 3.59734 6.02902 5.80994 4.70058 4.5454 0.344512 178.743 10.089 2.3633 3.79244 0.342824 3.44962 0.375475 1.6364 2.68482 168.654 58.1727 57.3932 0.779513 1.35894 1.16864 56.4862 52.2874 4.16578 0.866624 0.702497 4.20089 1.57287 1.43178 0.90699
internal_count=182612 41070 3551 141542 3410 37519 3884 2181 1703 33635 1758 1538 1457 31877 1520 1342 52 1290 3039 2722 183 1707 1088 1075 1032 807 789 56 139881 4322 1070 1187 74 1113 221 619 1275 135559 41534 41144 390 215 185 40725 37757 2525 178 149 733 427 367 419
shrinkage=0.1


Tree=82
num_leaves=53
num_cat=0
split_feature=2 5 11 5 10 5 16 16 11 9 5 1 9 11 9 13 1 10 0 9 8 6 0 1 8 10 16 1 6 8 1 4 11 16 11 9 9 0 6 11 10 9 1 16 1 2 6 16 2 0 9 8
split_gain=0.307146 0.282124 0.550735 0.665716 0.204936 0.199736 0.198847 0.307493 0.293251 0.262069 0.242159 0.228887 0.233787 0.192944 0.26749 0.210602 0.215335 0.204954 0.195158 0.189043 0.219321 0.289292 0.186958 0.193862 0.545796 0.268395 0.205212 0.20375 0.505971 0.228697 0.201929 0.200868 0.187939 0.186933 0.281775 0.182273 0.181337 0.458438 0.248717 0.220546 0.183899 0.272926 0.222261 0.395801 0.208422 0.193765 0.179922 0.176884 0.238743 0.182692 0.174884 0.17088
threshold=0.00016692889767000454 -0.24012935467358248 0.00057973463539290912 -0.25211838239984691 -0.0076638275216067931 -0.20046368979571835 -0.13079248836165405 -0.15661087781722557 -0.03660235520866563 -0.0088938778118933474 0.069901969385989124 0.97423306107521068 -0.0028483681056816171 -0.033433015617025899 0.0066645795323761652 -0.24620507162382776 0.99521169066429149 -0.0053735719811593193 0.013336245436221363 0.046077074096504474 -0.03443847642225991 0.48205136168572021 0.060843426734209068 0.99676865339279186 -0.0014967972920648756 0.00059724090533439628 0.039700499382606773 0.99521169066429149 0.01185146099905504 -0.0072559564614808883 0.97813254594802868 0.93779160853111365 -0.021723349088423802 -0.021077910150231475 -0.0056369919336363193 0.011731340454137358 0.041610160567588844 0.0017207628116011622 -0.075437001259260075 0.075060756610125012 -0.0013031304724640941 0.0047918481267579952 0.99742636084556591 -0.032757684574914209 0.99601411819458019 0.92671465873718273 0.15024828979759139 0.2445136698567307 0.045837573707103736 0.10048645362257959 0.018659199909089277 0.00026402659835041787
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -4 -1 -3 7 10 -8 -9 -7 12 -11 35 15 16 -15 18 -16 36 21 -21 23 26 32 -26 27 29 -29 30 -17 -27 -25 -30 -35 -10 39 38 -38 40 42 44 45 -44 -42 47 -46 50 -49 -50 -2 -12
right_child=19 5 3 -5 -6 6 8 9 13 11 51 -13 -14 14 17 22 -18 -19 -20 20 -22 -23 -24 24 25 31 -28 28 33 -31 -32 -33 -34 34 -36 -37 37 -39 -40 -41 41 -43 43 -45 46 -47 -48 48 49 -51 -52 -53
leaf_value=0.031864021655634039 -0.0054086333598166569 0.043773405104546026 0.023434028568485941 -0.49036626785563575 -0.043837067469420225 -0.043744922887974734 0.047340287041648874 0.074395784215631283 0.015616662318390288 -0.07712120407122712 0.012088522420546631 -0.090742218951347473 0.060094125800925026 -0.012043621632088204 -0.0041241179875543179 -0.037332260658583284 -0.18334021522504376 0.061656907171053321 0.080715648503063842 -0.019283026561767003 0.020610705065704532 0.10813916086360707 0.051317619402610065 -0.082737312601678381 0.0056453722854684666 0.0040180121729281246 -0.030541972763247546 0.044815719665688647 -0.025261413141339336 0.019971219422785392 0.013450298273940295 -0.12928591980000234 0.057095527945243002 -0.17402942332834756 -0.025458190272059134 -0.13153226247172198 -0.18433363888169704 -0.0052909438829822769 -0.014727784320549775 -0.035480295478514577 0.0035101588455292362 -0.0063680552631491683 -0.1070651818890698 0.028355561943896709 0.080496262321211348 -0.03147968538476139 -0.020183466964530508 -0.0020072081106998828 0.1019323113815241 -0.030640565531899158 0.0096929401890753011 0.088344816689065436
leaf_weight=0.54239811121442461 91.21047613290483 1.7345260360598356 0.043427510867331875 0.037887572310864814 0.97851804652327601 0.6780975993642645 2.1864972074863607 0.14437197521692713 0.14626782288542628 0.21503676466090837 1.9929840508120835 0.87660092788973998 0.24879309828975482 0.20561332708713465 1.4138604193194626 1.6054992089357418 0.0989252347353613 1.611472160939228 0.31743681705847837 2.8180371768030459 7.5329286735450278 0.17268357310240379 0.88397572443500294 0.085024214877193915 1.0000933898008941 0.17003871009364946 2.007139855368222 0.57637511227039695 0.48516775963071268 6.6028024204806037 1.499442816323153 0.31359370300197043 2.4492695980147805 0.29355943255359307 0.22825004934566073 0.17052572840111679 0.24867431738675805 1.2456490765807755 0.13286984023215964 1.9250185303626484 86.218790509067134 35.789324712358052 0.53287570923066596 0.34500934635707281 0.61706464258759197 2.5398956939420705 0.23800185171785415 0.97752619063976343 0.50777300877052767 0.12092733689860324 8.3561613712927265 0.32883845364267461
leaf_count=227 62000 462 34 4 578 209 329 42 33 29 372 162 47 60 252 401 7 293 63 1124 2913 107 333 25 220 31 502 115 65 1412 282 43 541 27 23 24 17 625 48 1156 69300 28449 310 231 463 3513 57 399 173 181 4010 51
internal_value=0 0.00883013 -0.0318552 -0.260608 -0.0167844 0.0109796 0.0089815 -0.0103384 0.0125446 -0.0472739 0.00811181 -0.0611725 -0.00401409 0.00907716 0.0102233 0.00550425 -0.0746619 0.0361812 0.012087 -0.00156856 0.0115279 -0.0113362 0.00691646 0.00460004 0.0237975 -0.0241913 -0.0012242 0.00402683 -0.0290391 0.00946273 -0.0128707 -0.0839222 0.0518661 -0.0713559 -0.111992 -0.0663448 -0.00216602 -0.0352521 -0.128523 -0.00192862 -0.00164194 0.000981536 -0.0047234 -0.0543333 0.00400306 -0.00429432 0.0526308 -0.00360649 0.0291351 0.0762926 -0.00413974 0.0234719
internal_weight=0 32.1723 1.60223 0.0813151 1.52092 30.5701 28.8356 4.48472 24.3508 1.4848 2.99992 1.34043 0.46383 22.1643 21.8475 18.5048 0.304539 3.34277 1.7313 241.53 10.5236 2.99072 18.2002 17.3163 4.01802 1.48373 13.2982 11.2911 1.58335 9.70774 3.10494 0.483632 2.53429 1.00698 0.521809 0.316794 231.006 1.62719 0.381544 229.379 227.454 122.863 104.591 0.877885 87.0739 103.713 0.855066 101.173 1.60623 0.6287 99.5666 2.32182
internal_count=182374 7298 843 38 805 6455 5993 912 5081 280 632 238 76 4752 4695 4087 67 608 315 175076 4144 1231 4020 3687 860 294 2827 2325 230 2095 683 74 566 115 50 57 170932 690 65 170242 169086 98269 70817 541 69820 70276 520 66763 753 354 66010 423
shrinkage=0.1


Tree=83
num_leaves=53
num_cat=0
split_feature=3 14 14 10 3 0 5 9 7 10 8 8 5 8 5 11 15 5 15 5 14 10 12 14 7 10 15 14 15 7 0 3 12 7 9 5 7 13 3 0 0 12 13 15 14 15 9 9 7 7 10 11
split_gain=0.275233 0.197246 0.17078 0.211311 0.186351 0.239315 0.145519 0.140384 0.201071 0.270219 0.304234 0.215573 0.191834 0.16353 0.261963 0.196335 0.225474 0.235144 0.230147 0.221766 0.196252 0.188879 0.183365 0.18335 0.282481 0.315879 0.287184 0.203969 0.258507 0.19818 0.188251 0.270803 0.170992 0.22402 0.194808 0.268692 0.187599 0.168255 0.189039 0.179784 0.238246 0.211938 0.308739 0.197161 0.243213 0.220584 0.188579 0.224772 0.27527 0.185909 0.233566 0.201054
threshold=-0.81035007443279017 0.28332557261618502 0.42934730253832681 0.098502275077776605 0.03053442016243935 0.019006149843335155 -0.035732376577205627 0.11380829316963983 0.061148970316805905 0.039514052691186179 0.0068755510575064576 0.034285158737744882 -0.51037141035064326 -0.058228173525899894 0.083939926264890732 -0.02448014080586771 0.052633052403109025 -0.51037141035064326 0.067396092851944742 0.15450381111284869 -0.43280932502810071 -0.096001346006287083 -1.1714488226509536 -0.31838904035360671 0.022626703313817793 -0.024741463322915245 0.10101811866237384 -0.38320843697538304 -0.095734598991847192 -0.010545056117193958 0.047538090497255332 -0.40535468328744167 1.2443251605501808 -0.0045156177708525818 0.011731340454137358 0.29210572062485202 0.00076477261379893035 0.42672575776661498 -0.69913581991568197 0.00022927719692233953 0.001507593900896609 -0.97434741052253204 -0.037428041364478505 0.042952188459060257 -0.078445979597275173 0.0084472541925450281 0.0063685765506570702 0.0033237606272422432 -0.012533229308507315 -0.00047894237475817344 0.00022470592865364789 0.0026116714480428978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 7 5 6 -4 8 13 -10 -11 -12 -9 14 -2 16 17 -15 -18 -20 -19 -16 -22 24 25 -17 -26 30 -29 -30 31 -27 33 -33 -35 -36 -34 39 -39 43 41 42 -41 45 -45 -25 47 48 -43 -50 51 -51
right_child=2 -3 4 -5 -6 -7 -8 12 9 10 11 -13 -14 15 21 23 18 20 19 -21 22 -23 -24 37 26 27 -28 28 29 -31 -32 32 36 34 35 -37 -38 38 -40 40 -42 46 -44 44 -46 -47 -48 -49 49 50 -52 -53
leaf_value=0.017898092729550102 -0.046442135820276717 -0.1005282992125639 0.05250753008885959 0.038320079477128198 -0.038108563088817625 0.038907568698449246 -0.067703522129320404 -0.035514260993451847 -0.025094968160222265 0.062706411568378667 -0.094493915469241893 0.021472254445054503 0.045003215276819518 -0.061888904386446446 0.097400173521035471 0.040052799243227362 0.071961705308320009 0.035154596129109157 0.035404304458183537 -0.0053952663208104963 0.037730757520372887 -0.0057531838684898853 -0.0067068605688166087 0.013394874425786419 -0.12204347094942299 -0.02972351052757051 0.044288784805554642 0.01868761483238034 0.012703519902325579 -0.057839755159220491 -0.039553708767767946 -0.022510242576777292 0.087052175789154862 0.050868144548639443 0.039593303857424322 -0.13255354054604762 -0.018800014473812323 -0.053014374466877956 0.014827085679876346 0.0033937707883518946 -0.0007312234208373381 -0.11912027665280081 -0.085678415964543481 0.012457894846683238 -0.054808502774156415 0.061318611028378545 0.019965543892991416 -0.063078646909976638 0.013339210024114371 -0.027740166234292197 0.022974606660736495 -0.11723398258319498
leaf_weight=9.5633084667284685 1.9803144316465466 0.12547858220932617 0.11367736153260921 1.3666227704179608 2.4881731527907505 0.88964341635323763 0.45809569038829001 0.36416128417477001 6.6172648004849162 0.80459257071197476 0.26634253713200451 0.35637742661856464 1.3395873104782356 0.53892704535974267 0.17419070903270029 1.1375926630698803 0.88585634114133327 1.754379402260384 2.9809227439454844 2.3900340344789583 1.0383914070307572 2.3678641059341321 7.6793557930677698 4.5519041577247474 0.41082185612322142 1.6799459217500015 0.1268307955670025 0.74296276361019442 0.46565322502647255 2.5203855412900951 1.2334315806664333 1.3650198417790287 0.59337345902076766 1.2341652426939642 0.20329252030569467 0.13799650171131361 0.2230874376527936 0.41125027522502833 10.030057232742363 0.65012133702066421 185.42647769901782 0.20566475985015031 0.94698680908004351 1.5501730536416292 0.80138292965966673 1.2052652291977208 1.6506105187036153 0.9191133499953138 2.6443283887820126 1.8706914210624761 0.79139463664068888 0.2766011587664251
leaf_count=3606 855 41 117 570 2463 793 210 92 2930 310 100 186 421 205 50 472 255 418 1313 694 576 1024 2716 911 148 492 58 322 250 1145 743 555 211 452 132 21 89 188 6475 281 145212 84 424 295 169 283 729 331 867 735 296 59
internal_value=0 0.0161849 -0.000962364 -0.000646815 -0.0215533 0.00675133 -0.0429496 -0.00085619 -0.00104762 -0.0165893 0.02267 -0.0293611 0.0276062 -0.000541926 -0.0193462 -0.000190988 0.0100811 0.00145723 0.0252111 0.0172905 0.00481556 0.00193619 -0.00134845 -0.00097654 -0.0129563 -0.00958768 -0.0826461 -0.0150764 -0.0337491 -0.046829 -0.00457619 0.00346094 0.018369 0.00698874 0.0325139 -0.0330985 0.058343 -0.000299378 0.0120703 -0.000935068 -0.0015411 -0.0165976 -0.0497787 0.0136391 -0.0107025 0.023584 -0.0101661 -0.0176136 -0.0102254 -0.0058524 -0.0230983 -0.0401273
internal_weight=0 9.68879 262.861 258.912 3.94959 1.46142 0.571773 257.545 255.841 8.04458 1.42731 0.62272 1.70375 247.797 4.52237 243.274 17.2679 11.0111 6.25681 5.37096 10.4721 2.54205 8.71775 226.007 12.0746 11.5369 0.537653 10.3993 3.729 2.98604 6.67031 5.43688 3.75694 2.94047 1.57545 0.341289 0.816461 213.932 10.4413 203.491 195.382 9.95551 1.59711 8.10873 2.35156 5.75717 8.3584 6.70779 5.78868 5.58302 2.93869 2.14729
internal_count=182374 3647 178727 175144 3583 1120 327 174574 174061 3526 596 286 513 170535 1929 168606 6177 3915 2262 2007 3710 1074 3292 162429 5090 4884 206 4412 1717 1395 2695 1952 1460 1160 605 153 300 157339 6663 150676 149018 3806 705 1658 464 1194 3101 2372 2041 1957 1090 794
shrinkage=0.1


Tree=84
num_leaves=53
num_cat=0
split_feature=2 1 12 9 14 1 4 4 6 6 13 7 4 12 12 8 10 7 1 10 11 1 14 12 13 4 12 11 6 12 4 9 4 11 12 4 13 7 13 13 10 8 1 10 7 7 4 14 9 2 12 10
split_gain=0.448905 0.471444 0.404801 0.313268 0.328339 0.30479 0.365705 0.32441 0.32639 0.374296 0.310651 0.277246 0.24699 0.288548 0.62377 0.230117 0.235192 0.264808 0.494454 0.231794 0.21125 0.205706 0.204664 0.241571 0.288573 0.204062 0.203016 0.20039 0.195424 0.346027 0.205357 0.245251 0.210352 0.264334 0.227837 0.207319 0.199573 0.198552 0.340215 0.236596 0.227149 0.194165 0.225813 0.212577 0.308498 0.218783 0.237752 0.210382 0.187795 0.187475 0.186982 0.185342
threshold=0.00061847572214901458 0.99676865339279186 0.93834067974065982 -0.0082669198863301076 -0.14206902197979707 0.018463181331753734 -1.258911291843329 0.63279217698245216 -0.029592189766561118 -0.016335600251176894 -0.19970569109155181 -0.075857601903011954 1.3582557397339372 -0.15557370104827409 -0.28312790220082229 -0.00059335181514973882 -0.017027477930626606 -0.012225239236111974 0.9843510389328004 -0.015371671412013555 -0.0049704306015850739 3.5264223470221627e-06 0.34480414616788563 -0.53014925028270776 -0.24620507162382776 -1.5599691327655318 -0.23597213876861536 -0.021723349088423802 -0.38531958724789989 -1.4327644485745616 -1.1141207227940975 0.0024474339653627972 -1.3919057261923442 -0.0074609579021488849 -1.7635622344649104 -1.058487227785444 -0.71887545872966407 0.022626703313817793 0.18633248587909754 0.49715602299575168 0.043131284932130406 0.00086754549605378686 0.35932058095932012 0.00089749629610204405 -0.036166223657846233 0.047209097320112581 -0.42215132877635547 -0.031742679317364096 -0.01911574861667573 0.12080494686961175 -0.79270192088690472 0.0081185016126660101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 -3 4 48 6 25 11 -9 10 26 -8 15 14 27 16 -5 18 -18 -19 -16 -12 51 -24 -25 -2 -10 -14 29 -7 31 32 33 34 -30 -32 -37 39 -39 40 -34 42 -38 -43 -45 46 -46 -47 -1 -35 -13 -11
right_child=1 2 -4 12 -6 28 7 8 9 22 21 50 13 -15 20 -17 17 19 -20 -21 -22 -23 23 24 -26 -27 -28 -29 30 -31 35 -33 37 49 -36 36 41 38 -40 -41 -42 43 -44 44 45 47 -48 -49 -50 -51 -52 -53
leaf_value=-0.048433672891143975 -0.052118944020971905 -0.20990136357605951 -0.0049781227359913006 0.061224894654002507 -0.036481938531676757 0.095931228352653955 0.042001914443244352 -0.020421862594489262 0.18209826110639532 -0.017716210660525672 -0.058342521121854264 -0.009913626848719579 -0.056230594220797625 0.010306722298525698 -0.04934914433764824 0.039300035216546764 0.0089924821003419652 -0.11260074684488922 -0.16201648341704941 0.016074914180933774 -0.14734732301244133 0.027052100554566718 -0.037736729483763928 0.12668083845414913 0.01720671622892489 0.051654311633067634 0.059368996153800292 0.028697604034828031 0.13155339825890339 0.010141109754807214 0.022448259161582725 0.0023812085947010307 -0.014603282835700608 0.0043404631781186059 -0.038626871648570149 -0.056290989980196743 -0.0049590032355202891 -0.014303466867410157 -0.083485314026615867 0.061390404841428783 -0.089088862785636935 0.0019902279763402415 0.0060844788498778894 -0.063832295757879187 0.036629937457005886 0.027780896878123691 0.011391087438581114 -0.047894066488916365 0.019546005004492148 0.087912247633644691 -0.030750900788116355 0.010418529713404418
leaf_weight=0.45614897498126117 0.20420044821730687 0.1830094883325718 0.18725133388943505 0.96124326575864039 2.7826852492771641 0.55249923613519092 0.67789126544994616 6.7442812361014175 0.16386460152716609 6.6017076760526781 0.30035321138712179 7.2007492400251207 0.33051247354160307 19.936043134852298 0.59089364091050811 5.3418438603007141 0.51529289633617636 0.12461609612591829 0.23282663595091435 9.9494807615585596 0.36289472414501034 2.5441446214426833 0.34845563171074889 0.36244445689408156 0.67558510565868246 1.4023639509996417 0.66649894767033435 1.3667001482608612 0.064821867039427494 2.7135877928812979 4.8380748302643033 16.744344860959245 6.5497971380536892 5.8299692686387079 2.0824325765515823 0.57886980875491545 56.709713647624767 1.5548768091539389 1.3058794908756679 0.36632147787895508 0.42038466835947463 37.763544477892481 27.470220729052443 0.46393964256094733 5.9425639009222122 0.58402879197819857 10.053826333810774 0.93300342164366046 2.8588333508278083 0.26393026283039933 10.783649888716978 3.6086835261503438
leaf_count=192 141 47 108 421 1144 208 789 7094 71 4696 101 11039 54 3648 137 2554 120 70 32 4831 37 871 174 270 420 885 268 336 8 1495 1838 5851 2427 2252 951 675 41845 545 411 131 158 26608 18683 247 3651 420 8869 561 957 171 20781 2404
internal_value=0 -0.00103719 -0.111193 0.00981538 -0.011264 -0.000848136 -0.00850121 -0.0103551 -0.00212916 0.00596344 0.0336925 -0.0200481 0.0130556 0.00618084 -0.02471 0.0221072 0.0142662 0.0100026 -0.0467282 0.0142897 -0.0886288 0.017732 -0.00286117 0.0329451 0.0569057 0.0380426 0.0868645 0.0117516 0.000913296 0.0250898 0.000473476 -0.00637974 -0.0143304 -0.00243918 -0.032462 0.00213305 0.00143077 -0.0239199 -0.0462009 -0.015142 -0.0193087 0.00167662 -0.00135469 0.0062535 0.0151983 0.0173538 0.0207971 -0.0187761 0.00998552 0.00820268 -0.0224257 -0.00777166
internal_weight=0 226.442 0.370261 45.81 6.09767 226.072 42.2849 40.6783 22.016 15.2717 3.67486 18.6623 39.7123 22.587 2.651 17.1253 11.7835 10.8222 0.74812 10.0741 0.953788 2.8445 11.5969 1.38649 1.03803 1.60656 0.830364 1.69721 183.787 3.26609 180.521 35.1828 18.4384 8.24115 2.14725 145.338 140.5 10.1973 2.86076 7.3365 6.97018 139.921 84.1799 55.7409 17.9774 17.5134 15.9964 1.51703 3.31498 6.0939 17.9844 10.2104
internal_count=182697 168164 155 14533 2293 168009 50004 48978 16369 9275 1311 32609 12240 4212 564 8028 5474 5053 152 4901 174 972 7964 864 690 1026 339 390 118005 1703 116302 12905 7054 3382 959 103397 101559 3672 956 2716 2585 100884 60528 40356 13748 13501 12520 981 1149 2423 31820 7100
shrinkage=0.1


Tree=85
num_leaves=53
num_cat=0
split_feature=0 16 16 0 16 2 6 6 16 15 11 3 3 2 14 7 14 15 9 15 10 3 9 9 6 7 10 16 16 14 6 3 3 9 7 3 6 7 15 2 2 3 8 6 3 8 10 8 14 0 14 2
split_gain=0.488921 0.397533 0.246843 0.281344 0.278227 0.235125 0.268117 0.453734 0.225368 0.28659 0.268743 0.221979 0.200672 0.21565 0.182472 0.183972 0.176522 0.210957 0.174688 0.3533 0.220878 0.195231 0.192854 0.24414 0.266497 0.174627 0.202887 0.174748 0.172703 0.16426 0.254111 0.209181 0.17709 0.162648 0.159484 0.159165 0.266133 0.20842 0.226391 0.155429 0.154097 0.150929 0.205197 0.150514 0.215214 0.213479 0.149289 0.23373 0.149166 0.147949 0.147863 0.146237
threshold=0.00079794606426730763 -0.011953296577979023 -0.019346056436583808 1.9206498109269891e-05 -0.042728778562532592 6.7742330429609879e-05 0.030145059784564044 0.017985705045976092 -0.19893350890515576 0.031807176339635694 -0.0092920778625944968 -0.33080712379887695 -0.013751870719715951 0.032191623002290733 -0.21516865943168345 0.003020165796057339 -0.019070764962426049 0.089920499333772733 0.0053942909372906326 -0.034525879657732496 -0.0090210085954494108 -0.66730781440219278 -0.002063224081114329 -0.0033937452997524231 -0.02194387578606832 0.0089358621333976828 -0.015371671412013555 -0.12223506638474979 -0.010351049992694759 -0.080275085934113186 0.19966159345964965 -0.81035007443279017 -0.21379934297874567 -0.0067018938464240051 0.011609239645169816 0.13972109183669093 -0.082746045667106347 0.014306046295447824 -0.088256319185510371 0.00013795273844152692 0.00030302132654469466 -0.0329320216551423 0.0024511720419644169 -0.20261172946171538 -0.55019769154478115 0.016828795304341445 -0.010699655922492576 -0.0012234119506221454 -0.085275765067971396 0.1657805144786835 -0.0047124828398696665 0.0082273953594267386
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 3 4 16 6 7 -2 -8 10 14 18 13 25 28 33 17 -1 21 20 -20 22 23 24 -3 26 -5 39 -10 48 31 -31 -32 -16 -23 -7 49 46 -39 -27 -22 42 -12 -21 -45 -46 -38 50 -28 -37 -48 -42
right_child=5 11 -4 12 -6 35 8 -9 9 -11 41 -13 -14 -15 15 -17 -18 -19 19 43 40 34 -24 -25 -26 27 29 -29 -30 30 32 -33 -34 -35 -36 36 37 38 -40 -41 51 -43 -44 44 45 -47 47 -49 -50 -51 -52 -53
leaf_value=0.0878016594004037 0.001732962160863821 -0.067676425036472421 -0.043042550854678424 0.042490056087609245 -0.02703939730572253 -0.00036357200126514212 -0.070382436334255991 -0.20610413464496147 -0.026951694028847076 0.063711053340724896 0.01039309669281191 0.044317684108356598 -0.071745437396185635 0.05620015477008742 0.013400180074513308 0.023106753412290289 -0.052964819902017596 0.0028078741086451152 0.0076939216586463972 0.05788408294212586 -0.026299402502591357 0.036281935303691414 0.032543379718597013 -0.12073870016990298 0.038348808854998646 -0.1432678746613911 -0.0087305453750352747 -0.0092371512479270928 0.056604108821411661 -0.069440843181538911 0.090368805385635229 0.018736760114845877 -0.012675046594451201 0.12323104002738999 0.11000308424766499 -0.074262143165143679 -0.027376181494811608 -0.084050146674922069 -0.010752474375202775 -0.024455263920730722 -0.19522290273769219 -0.094306603591506888 -0.10383438345198114 0.027156348148441468 -0.095695891790462839 0.043378546710622308 0.011338107292023119 0.013659248548885226 -0.11394347326311137 -0.019195219856278239 -0.026014824688107063 -0.047938327841434814
leaf_weight=1.1728261915268374 6.1354411598294956 0.36229714698674798 1.0980282755754185 1.1414156591772497 0.48767195664549845 202.99269119751281 0.21016485671907492 0.089270839300297555 0.63376093662236599 1.8529560751808274 1.296430476233126 4.4614440796758279 0.36414290121683812 0.6705518628878061 0.18544311104778899 0.70007696091852267 0.1203735062154011 0.38852240925916715 0.31526716320695414 0.65306159006286257 0.1997722658379647 2.5106704973823066 1.3526858826699024 0.19109504003699773 0.61300213405775139 0.21349897515028715 5.4673728312891345 0.89966623570671689 0.38139840513758849 0.36174292123178031 0.61606067294633249 0.90888921012356694 0.22098411209299218 0.52650007998636217 0.32286553900848947 0.50255442073558043 1.5276494292870726 0.56735598116210928 1.5303581391440264 0.22707117849131464 0.17997866077530489 0.1910148006500102 0.16106881840823906 1.0015782645614311 0.33443671019449439 0.14846342696182546 1.599073048858372 10.32736699076286 0.12076469077146601 8.677859725304641 3.077510445559489 0.12457876176631544
leaf_count=171 1620 156 288 308 78 138127 45 38 111 312 260 1402 156 210 33 91 20 58 112 137 43 559 375 64 149 27 1437 291 50 111 61 287 44 68 61 446 1691 448 1494 89 68 75 30 309 115 31 1708 11560 26 12892 4304 51
internal_value=0 0.0135053 0.00215523 0.0059156 0.0387252 -0.000615779 0.0128096 -0.00182024 0.0276069 0.0312785 0.016323 0.026353 -0.000483328 0.00202108 0.0373788 0.0604031 0.0578784 0.066919 0.0166346 -0.00286727 -0.0579821 0.0273828 0.00704446 -0.0225712 -0.00153802 -0.00163939 0.00348408 -0.0350298 0.00487001 -0.00238487 0.0212944 -0.00697255 0.0634638 0.0956361 0.0453091 -0.00133586 -0.00842824 -0.00155504 -0.0311111 -0.0853223 -0.0979128 -0.0147457 -0.0033182 0.0185662 0.000793841 -0.0529168 0.00222445 0.00526682 -0.0113548 -0.022346 -0.013248 -0.140885
internal_weight=0 27.2508 14.4796 13.3816 2.16939 243.166 12.3635 6.22471 6.13881 5.92865 4.07569 12.7712 11.2122 10.848 2.42718 1.41202 1.68172 1.56135 8.30975 2.95714 0.819597 5.35262 2.51908 1.16639 0.975299 10.1775 8.83723 1.34024 1.01516 7.69581 2.10768 1.27063 0.837045 0.711943 2.83354 230.802 27.8097 18.6293 2.09771 0.44057 0.50433 1.64851 1.4575 2.13754 1.48448 0.4829 16.5316 15.004 5.58814 9.18041 4.67658 0.304557
internal_count=182697 7294 3662 3374 327 175403 2733 1658 1075 1030 718 3632 3047 2891 353 192 249 229 2230 866 274 1364 744 369 305 2681 2274 407 161 1966 503 398 105 101 620 172670 34543 21205 1942 116 162 365 290 592 455 146 19263 17572 1463 13338 6012 119
shrinkage=0.1


Tree=86
num_leaves=53
num_cat=0
split_feature=2 4 15 4 3 3 3 14 8 7 1 6 15 14 8 12 1 15 11 3 1 14 12 12 1 4 6 6 15 12 14 3 12 2 14 7 2 7 12 1 6 1 2 2 8 6 1 4 4 4 15 8
split_gain=0.498754 0.232721 0.235262 0.282418 0.246564 0.308575 0.427716 0.390311 0.273477 0.237125 0.232711 0.22197 0.211384 0.202848 0.182129 0.179501 0.17419 0.173074 0.235441 0.172776 0.263026 0.171324 0.192237 0.182143 0.165562 0.366973 0.432318 0.21888 0.296525 0.210275 0.169203 0.166426 0.227239 0.161056 0.160832 0.159008 0.25472 0.158581 0.157547 0.1536 0.152747 0.228288 0.22074 0.177996 0.157384 0.152374 0.152178 0.169359 0.196205 0.160261 0.148855 0.147144
threshold=0.00016692889767000454 0.070093369246044215 0.0018639109453056299 2.2255319546926278 -0.88486533024115477 -0.40535468328744167 -0.16641727555543182 -0.13336147148679642 0.0015048331207226176 0.0052479223422042766 0.99676865339279186 -0.32490455653070555 0.19390341064106065 -0.11506912671136603 0.079744970383248695 1.765209555802794 0.20927543193101886 -0.058859156983355261 -0.0042446090306729996 -0.66730781440219278 0.99676865339279186 -0.047595265957702415 0.41835911528949082 0.618434434475156 0.013764800038188698 0.63279217698245216 -0.027806926039444176 -0.016335600251176894 0.11378625590208206 -0.35946094138962242 0.71794354870142352 -0.066214777762070284 -0.38812772008741259 0.99812394380569469 0.0070324122095655446 -0.002735005028007735 3.2043251849245287e-05 -0.013192011890504889 1.8079525092746771 0.99193513393402111 0.17705278212784972 0.00019383875769563022 0.99746364355087291 0.9718090593814851 0.01908314094959469 -0.0088662010884274726 0.014858164358884098 1.4479182887617477 -1.2329082081750353 -1.3096832228399251 0.17065103124884265 0.010388722223410697
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 12 4 -4 9 11 7 17 35 15 -8 -6 -1 -12 24 -3 34 -7 38 20 -13 22 -5 -24 25 29 -27 28 33 31 46 32 -2 -28 -16 -9 -37 -32 -19 -38 42 50 -29 44 -43 -22 47 48 49 -26 -42 -33
right_child=14 2 3 21 5 6 10 8 -10 -11 13 19 -14 -15 16 -17 -18 18 -20 -21 45 -23 23 -25 30 26 27 40 -30 -31 37 51 -34 -35 -36 36 39 -39 -40 -41 41 43 -44 -45 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.05293054748593299 0.011161600915050016 0.027429374608395229 0.024677724926184589 -0.092665203831763993 -0.023362528533649399 0.019114098802086477 0.0021051194397695189 -0.021970479989641894 0.019201434612398292 -0.1439004039359196 0.080894423565474938 0.034189144381307601 -0.070666468692311232 -0.0069836583300008402 -0.012954163608977186 -0.095407201560982799 0.079128940438012108 -0.080212303762964662 0.099534526615385921 0.056242183869018136 0.011505946657624659 0.056886635080527062 0.069913511667760483 -0.030324201933380358 -0.0038609249074872906 -0.021519494543991297 0.02865536899132929 -0.038458306186001663 0.11744107957252647 -0.033699080247730898 0.060722044976206292 -0.024507944666229478 0.16070410488468384 -0.052993187499919908 0.035568180644359827 -0.12960181922367309 -0.058557847734139391 -0.10975513094065713 0.0071309010842979317 0.095296544074533251 -0.014024459330776996 0.019901964580988269 0.066133057812818918 0.060827715199394908 -0.043148166679307647 -0.12384932181783728 -0.00091042229796785333 0.17083197839446462 0.003774270730703052 0.15597688662229359 0.07999801859217491 0.0050190975195007238
leaf_weight=1.9205796620037774 0.7048642558947904 0.31468131098154373 11.804747544194921 0.36651404411531974 0.7102074990980326 1.4257909149691839 4.9172573526384378 0.35625861062908359 0.31823784802691069 0.19924085013735748 0.76847939569779555 1.05766879357725 0.13402455731193175 0.39054193869151255 1.2926135887337293 0.16852822118380573 0.44290365777669638 0.59990158458640508 0.1004219724563884 2.0083779076958335 0.13919120053833467 0.23901434312574643 0.20998664348735452 0.87776004188344814 0.096423258455615724 6.1725865129383264 2.844847754695369 1.465621510660635 0.34718247986893391 6.4864381390647727 0.057346669973412645 4.8678738701058233 0.10179197708930576 0.24776168640164531 1.4146783828036857 0.81286305857793262 0.27844874946458731 0.23436980627957282 0.30623941315388947 0.066283993523938989 3.7352186676653205 3.6268789720052155 0.21723700244729105 0.95505343467448245 0.42750939493271278 0.17933077933048469 195.58020302545441 0.065613992530415888 1.073548232376196 0.15758550629834633 0.15890951516485063 2.5705510339806779
leaf_count=857 634 67 2741 75 123 267 1230 72 56 34 191 187 23 123 548 28 144 138 24 369 43 32 32 147 68 6712 968 3212 107 14198 43 9680 13 116 760 115 83 118 60 38 1486 1566 413 602 195 27 127718 31 1240 45 74 3850
internal_value=0 0.0119644 0.00961426 0.019201 0.00104244 0.00384859 -0.00535753 -0.0295705 -0.0641927 -0.0569194 0.0116719 0.0270207 0.0443366 0.0516215 -0.00158974 -0.017259 0.0222267 -0.00321876 -0.034638 0.0376591 0.0101717 -0.0188418 -0.0318193 -0.0101687 -0.00191452 -0.00825836 0.00049763 0.0102016 0.0320479 -0.0202502 -0.000790558 -0.00962071 0.0330601 0.0218514 0.0124668 -0.0817428 -0.0995338 -0.0746943 -0.0511202 -0.0257841 0.00306183 0.00829259 -0.0244122 0.0223771 0.013096 -0.0671943 -0.000674445 0.0320513 0.0230473 0.098982 -0.00984506 -0.0143163
internal_weight=0 30.6706 28.616 13.498 15.118 14.4355 10.3407 4.26445 1.83209 0.68245 6.07628 4.09478 2.0546 1.15902 235.346 0.48321 3.1502 2.43235 1.00656 3.38457 1.37619 1.69328 1.45426 1.08775 232.195 34.9303 20.1988 14.0262 3.43979 14.7315 197.265 8.24508 0.806656 3.09261 2.70729 1.51385 1.1576 0.291716 0.906141 0.344733 10.5864 8.90357 1.68286 5.00944 4.05439 0.318522 196.973 1.39317 1.32756 0.254009 3.89413 7.43842
internal_count=181723 7182 6302 3027 3275 3146 2397 853 364 129 1544 749 880 314 174541 95 1452 489 222 626 257 286 254 179 173089 43826 15451 8739 1191 28375 129263 14177 647 1084 1308 308 236 161 198 121 7548 3923 3625 2363 1761 70 129102 1384 1353 113 1560 13530
shrinkage=0.1


Tree=87
num_leaves=53
num_cat=0
split_feature=2 7 10 1 1 11 11 0 12 6 10 10 1 2 0 15 12 1 1 7 2 7 8 10 9 12 6 1 7 6 0 10 11 8 12 11 3 7 1 6 1 11 2 9 9 3 2 9 3 9 7 15
split_gain=0.526235 0.222329 0.328814 0.251794 0.299678 0.278447 0.273242 0.262514 0.255104 0.22592 0.223939 0.272674 0.223287 0.217472 0.219481 0.22821 0.217191 0.205984 0.202987 0.217007 0.199841 0.198955 0.196769 0.193965 0.183859 0.181438 0.345025 0.225326 0.214807 0.218959 0.289099 0.204658 0.228493 0.286949 0.257947 0.270408 0.282516 0.228259 0.21722 0.195812 0.195793 0.222425 0.194101 0.189584 0.183799 0.20792 0.183073 0.201322 0.180371 0.178834 0.178178 0.176911
threshold=0.0019031752017326655 0.005812981694455004 0.010306153411368637 0.73975956439971935 0.9609280824661256 0.0031239718918819781 -0.040608406961863547 5.0803284466383054e-05 0.78083824698173643 0.19930075493875557 -0.0092387676037722685 -0.05991254626917198 0.96629661321640026 8.8476649580115935e-06 9.6123869298025979e-05 -0.044786992630901266 1.4685750369912816 0.99521169066429149 0.99521169066429149 0.0061011525503451543 8.8476649580115935e-06 0.00207306160351016 -0.0038184005583906506 0.0072396136850478446 0.01660142199677575 0.055860497612394484 -0.065634821850583253 0.96629661321640026 -0.013192011890504889 -0.25241808270869082 0.0024314243346452717 0.0023396279329537736 -0.02835521110086307 -0.0040356723987587132 0.13030432589500907 -0.018507772446625499 -0.072578936815261827 -0.022194542939302727 0.99521169066429149 0.17705278212784972 0.99873447418212902 -0.0057776776658338544 0.00013795273844152692 0.0051510788469901645 -0.010655399355298309 -0.087572097312659011 0.0010573025792837145 0.011731340454137358 -0.35873284621629858 -0.012642560071065271 0.0012629643197876136 0.078008534784810443
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 10 -1 5 20 16 8 9 -8 11 -3 -4 14 -9 -16 24 -17 23 -20 21 -5 -7 51 -6 27 28 -15 -27 30 -30 32 37 34 -34 38 44 -28 42 48 -35 -42 -36 -29 -37 -46 47 -31 -33 -18 -10 -12
right_child=-2 2 12 4 6 22 7 13 50 -11 18 -13 -14 25 15 17 49 -19 19 -21 -22 -23 -24 -25 -26 26 31 43 29 46 -32 39 33 40 35 36 -38 -39 -40 -41 41 -43 -44 -45 45 -47 -48 -49 -50 -51 -52 -53
leaf_value=0.027301418219660669 -0.0021884791891660549 -0.092317618489504372 0.0094026439286667238 0.058064763474972164 -0.071405054869987467 -0.21668074523646563 -0.0038127450384278236 -0.021454901900178493 0.036485885971152016 -0.082089513228474575 -0.016081118316378422 0.010834946755813004 0.098730480974046408 0.13171026167361685 0.0078125072613519069 0.03086456610966375 -0.079269077682213501 0.078122529671042329 -0.16177450595588821 -0.039471377532273068 -0.010864002172106861 -0.066533334868553631 -0.029631224416188175 -0.079021209090615774 0.002500612109415842 -0.066937101581766231 0.15710730839827997 0.014713396921387137 0.047911127424501598 0.062347227227611449 -0.015565963303315625 0.073946664372608537 -0.11195014073036902 0.034232945892295828 0.050198875240891533 0.064117591551590983 0.049797588274041467 0.024699332048224644 -0.11273366431840343 -0.10063929566568733 0.07426915201078689 -0.11508430866328326 -0.07460739319502116 0.074734594395461082 -0.018465076743656644 -0.14434021133098363 0.14712861768753535 -0.096358168588090154 -0.053834799514192767 0.039728151316781611 -0.034096636196834153 0.032260015400213678
leaf_weight=8.6935184048907086 207.70425978394428 0.25062857577722741 0.64443203092832735 0.77607510773668398 0.87496212475525259 0.08851415221215575 0.78496319976603535 0.56287050618994072 1.2056369307047132 0.68075238014716888 3.7466462841880448 5.761267330401096 0.48269665772204462 0.20943810855533174 1.316040372039424 1.7626101745881899 0.1353432191099273 2.006443174683227 0.15782877788842575 0.97480312539664737 7.1078694579505282 0.13757524105312768 0.13380550689544257 0.38177497754440981 0.53856532876125129 0.19642205012860348 0.14658644344308414 2.4077404122119792 1.638705540352021 1.0297600248350125 1.253889848861945 0.16583534681558376 0.26608633595605979 2.0541372875777602 0.22873709935811248 0.2290529247784433 0.83995644792230661 0.6761449754358172 0.41268822844176611 0.38325183492179349 0.076884933449036907 0.17609224708667159 0.23540061175663141 0.66069925248211792 1.8826797143228757 0.12432144380363785 0.23508312953163102 0.071018652037309837 0.26018234804541851 0.72322378213721084 0.48961425097331801 0.93051186062257318
leaf_count=3881 159600 96 371 118 171 14 153 57 193 52 1932 2168 245 75 178 241 27 206 31 430 3358 25 35 188 128 80 16 1556 299 1180 506 81 50 960 35 105 484 132 94 79 43 74 66 279 619 42 139 25 146 134 87 439
internal_value=0 0.00864151 -0.00266595 0.0120764 0.00830295 -0.00836765 0.0134061 0.0164641 -0.0103979 -0.0407109 -0.0074629 0.00627779 0.0485871 0.020417 0.0372485 0.0437979 -0.0196683 0.0562683 -0.0207848 -0.0587279 -0.00518102 0.0384005 -0.114532 -0.0121158 -0.0435619 0.0143888 0.0089037 0.0352846 0.0313282 0.0361514 0.0204672 -0.0033005 0.00200197 -0.00430675 -0.0197874 -0.0131149 0.000952123 0.0510861 -0.0615115 -0.0504689 0.0239376 -0.0564486 -0.0135132 0.0279896 -0.0176418 -0.0274489 0.0694054 0.0507532 -0.00313342 0.0197544 0.0159597 -0.00637888
internal_weight=0 57.2098 13.3306 43.8792 35.1857 8.24384 26.9418 24.6697 3.16097 1.46572 12.2035 6.0119 1.12713 21.5088 5.64796 5.08509 2.27209 3.76905 6.19157 1.13263 8.02152 0.91365 0.22232 5.05893 1.41353 15.8608 12.5829 3.27788 4.42488 4.22846 2.8926 8.15804 7.34877 6.52604 4.21892 3.95284 3.07601 0.822731 0.876826 0.80927 2.30711 0.252977 0.464138 3.06844 2.23605 2.007 1.33586 1.10078 0.426018 0.858567 1.69525 4.67716
internal_count=181723 22123 5900 16223 12342 3550 8792 8332 485 205 5284 2264 616 7847 682 625 460 447 3020 461 3501 143 49 2559 299 7165 5255 1910 2229 2149 805 3026 2720 2572 1495 1445 1250 148 195 306 1077 117 101 1835 766 661 1344 1205 227 161 280 2371
shrinkage=0.1


Tree=88
num_leaves=53
num_cat=0
split_feature=13 5 14 6 15 5 12 16 14 6 12 7 5 6 14 5 4 0 5 16 0 6 12 13 6 9 6 12 5 12 15 4 7 7 0 5 8 15 15 15 0 5 9 7 6 16 8 5 4 13 5 7
split_gain=0.231477 0.294661 0.272411 0.202631 0.212456 0.179842 0.204792 0.181071 0.257526 0.186741 0.17158 0.241281 0.199245 0.16355 0.171531 0.159228 0.194856 0.184411 0.180301 0.268229 0.194031 0.177552 0.16595 0.228807 0.21131 0.169428 0.155215 0.152069 0.191481 0.1566 0.151511 0.150251 0.147093 0.172545 0.147003 0.145473 0.189341 0.185152 0.179113 0.271896 0.149401 0.145114 0.144391 0.150063 0.156068 0.144358 0.185764 0.160352 0.189448 0.143865 0.143447 0.18555
threshold=0.24284364306346609 -0.23247873200639341 0.079004562337551557 -0.40403849468476188 -0.026894546503264973 0.72509935908089462 2.1931037416216959 0.03027551607342293 -0.11038955383513592 0.3061130881266923 3.3738722547214643 -0.0016874517133789019 0.26557248399200228 -0.22488063600932115 0.013182324902234942 -0.067364646061892838 0.8744402274463291 0.020988391712307933 -0.038664411171241191 0.037714035990234325 0.15323579311370852 0.10666241228411212 2.8562063469976109 -0.074383514473777348 0.19486835207031675 -0.057502430830062637 0.16337629188886407 1.765209555802794 -0.051976717895149877 1.0464195763164585 -0.22301713440657153 -1.3919057261923442 0.0038365656475129995 0.0041999567244116092 1.9206498109269891e-05 -0.021901362239991135 0.039164993024650839 -0.16846881954859053 0.05518859204100638 0.073450466135013062 0.013336245436221363 0.23762059227510596 -0.0046568155601308826 0.023496125538591522 0.01185146099905504 0.18415568001218074 0.00086754549605378686 0.41421969929358965 1.3925792515278432 0.034471201729976482 0.40240512230558639 0.012202992870344726
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 34 50 4 -4 7 13 8 -1 15 35 -12 -13 -7 -15 16 17 26 19 -17 -21 -18 25 24 -24 30 32 29 -29 31 -20 -5 -9 -34 -2 -10 37 40 -38 -40 -37 -32 -42 -44 -45 46 -33 48 -47 -41 51 -3
right_child=1 2 3 27 -6 6 -8 9 10 -11 11 12 -14 14 -16 18 21 -19 22 20 -22 -23 23 -25 -26 -27 -28 28 -30 -31 41 45 33 -35 -36 36 38 -39 39 49 42 -43 43 44 -46 47 -48 -49 -50 -51 -52 -53
leaf_value=0.0042716976578642844 0.087797890318919269 0.025850398655295453 -0.13514858225012802 0.030891698289593324 0.039082495101537176 0.031399188349157753 -0.081697231653083124 0.022250943043025193 -0.0010286503000680699 -0.017892153952795174 0.061160375750282214 0.035748416669143787 -0.032890681676049464 0.0092794220391063786 -0.046998573523423029 0.10747021737326522 -0.055055073463990814 -0.0064244687886120368 -0.043129646301209947 0.0025608793162087743 0.054250428082986538 0.041983095413627658 -0.014900442822199329 -0.042028128167172163 0.076425206337608714 0.0069688496828206135 0.038403129192731651 -0.097851993124161984 -0.0024832749771690633 0.053079378617198782 0.011806743874189438 0.0032675438513499293 -0.13346511048632387 -0.0066475734189128544 -0.012650371506095541 0.047441515354688844 -0.012439218047177888 -0.0098529633865210766 -0.16634542523419446 -0.0055982931666421314 0.027421906388886325 0.10655456488355514 -0.0037647495881944376 0.0058761626400150079 -0.15838678024961717 -0.0039500154027290258 -0.028082211371674239 0.1258661103376959 0.17548210629252228 -0.10950065754534632 0.00084882820190194757 0.0048718896632889627
leaf_weight=43.335496382432837 0.13123996083959255 15.668336964929443 0.20107866192120127 1.4425536388189328 0.093282895402807209 0.63633695656608402 0.49149903435318254 2.3712122299025458 39.312023433928744 3.7309120262621027 0.91283061533977194 0.74550094622190843 0.93114972496550763 0.87246856971614706 1.3890825394119017 0.37659544713460436 1.1109119774573617 13.699697302187358 0.12693472349201329 2.169525658626299 1.0754389626790724 0.21286357726057747 0.70640973948684427 1.5713100909397315 0.37364143594459165 44.67966967847542 1.8367624266902565 0.32332601316829823 0.55293242615425775 0.59579847496661464 0.26452618139046435 5.4881362473629398 0.094760568925267186 2.4432153924017257 7.3609951907010327 0.85620615117659227 1.064273795263033 48.244949984458799 0.21681115435421805 0.4327634828691771 1.5201850775724777 0.41854574562785274 2.8908593337532698 0.10037226949862077 0.1151116595365238 0.58615652368917004 2.8630030261992943 0.14461657377250958 0.047728062170790508 0.17629699119788711 4.6609672220256462 5.7788498497206993
leaf_count=21738 21 8520 51 508 58 245 166 1852 40465 2949 511 557 245 340 551 214 1749 15296 49 1536 733 247 590 583 149 25717 646 250 344 446 133 3370 54 1861 5225 365 729 33358 61 330 1108 138 2030 53 36 334 1757 32 11 90 1214 3196
internal_value=0 0.00743493 0.0109701 -0.00127384 -0.0808448 -0.000363676 -0.0231616 -7.57292e-06 -0.00214143 0.00388218 -0.00499155 0.0203215 -0.00231689 -0.0128005 -0.0253834 0.004991 -0.00218335 0.000238772 0.00800798 0.0294745 0.0198919 -0.0391053 0.00638291 -0.0178596 0.0174121 0.00780224 0.013752 0.00078597 -0.0389064 0.00395659 0.0526463 0.00110468 0.00442464 -0.0122689 -0.0106893 -0.00568567 -0.008976 -0.00787383 -0.0399439 -0.0743894 0.00951723 0.0710805 0.00234564 -0.0100115 -0.0872056 -0.00365227 -0.00751647 0.0370497 0.0139348 -0.0379037 0.0167535 0.0202065
internal_weight=0 45.939 38.4468 12.3386 0.294362 221.507 3.38939 218.118 140.855 77.2629 97.5193 2.58948 1.67665 2.89789 2.26155 73.532 21.7694 20.4456 51.7626 3.62156 3.24496 1.32378 48.141 2.65136 1.08005 45.4897 6.74595 12.0443 0.876258 11.168 0.810007 10.5722 4.90919 2.53798 7.49224 94.9299 55.6178 53.7277 1.89015 0.825872 5.48273 0.683072 4.62653 3.10634 0.215484 9.12964 8.35114 0.778501 0.633885 0.60906 26.1082 21.4472
internal_count=182811 25337 20091 7161 109 157474 1302 156172 101676 54496 79938 1313 802 1136 891 51547 21705 19709 29842 2483 2269 1996 27359 1322 739 26037 4413 7052 594 6458 320 6012 3767 1915 5246 78625 38160 36950 1210 481 3592 271 3227 2119 89 5504 5127 377 345 420 12930 11716
shrinkage=0.1


Tree=89
num_leaves=53
num_cat=0
split_feature=2 0 3 8 15 5 1 6 9 5 9 2 2 2 15 7 0 8 14 13 13 7 15 15 6 2 5 5 7 5 0 0 1 14 9 5 5 13 6 3 3 7 15 15 3 3 5 2 2 7 15 15
split_gain=0.362551 0.223772 0.214693 0.205512 0.20542 0.185234 0.185203 0.177721 0.159008 0.250705 0.248479 0.326269 0.424138 0.234105 0.236679 0.229247 0.243949 0.239753 0.201388 0.199653 0.263249 0.191432 0.187076 0.220926 0.257887 0.179887 0.168147 0.165058 0.163918 0.291491 0.194113 0.168284 0.154758 0.153758 0.153411 0.161725 0.151264 0.150459 0.236704 0.146767 0.186696 0.203774 0.224869 0.201112 0.182442 0.139711 0.137777 0.215582 0.160233 0.132059 0.131843 0.17431
threshold=0.027907215990126136 0.011604080908000471 0.00063893385231494914 -0.03066276344336576 0.14878134796253775 0.17514808768502779 0.00019383875769563022 -0.020538424035252214 -0.0048967901973695632 0.28694521003309631 -0.0031153807126135394 6.7742330429609879e-05 3.6207500215823534e-06 0.00030302132654469466 -0.17724035825873827 -0.0036403695229179672 0.00015680849901400509 -0.0087220079927116719 -0.090994948649395863 0.52000582206752133 0.61355381764058803 0.10628344250342235 0.026180051207468105 0.036244219670009681 0.0018883818841619849 0.00043901533354073768 0.13846218281996978 0.24198830529911722 -0.0057602947616730476 0.38508421147020266 0.041275732219219215 0.00031691652839072054 0.009116235654801132 -0.31838904035360671 -0.066930597239883496 0.21311139366205503 -0.033143877294689858 0.10640483892925841 -0.30526653718171087 -0.66730781440219278 -0.096457015722990022 0.0045750386145828213 0.034021571444172304 -0.065821030656221607 -0.24940647667972368 -0.064216952770948396 -0.57301615025126551 0.14648586511611941 0.14291772991418841 0.014708797806903517 -0.074944012397422058 -0.081447844281429607
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 5 4 37 -2 36 -6 13 10 11 12 -10 14 45 16 17 -16 26 28 -21 32 -15 24 27 -13 -14 -24 29 30 -11 -31 50 -17 -7 -36 -4 -1 -39 -37 41 42 43 -41 -45 -5 47 48 -3 -42 51 -12
right_child=1 46 6 8 7 34 -8 -9 9 19 21 25 18 22 15 33 -18 -19 -20 20 -22 -23 23 -25 -26 -27 -28 -29 -30 31 -32 -33 -34 -35 35 39 -38 38 -40 40 49 -43 -44 44 -46 -47 -48 -49 -50 -51 -52 -53
leaf_value=-0.030066253535719845 0.0039541886725098429 0.0098515415445585997 0.17305031746246896 -0.071821520237281 -0.024044643281302302 0.11373042478004905 -0.052601572686639946 0.056724467870669537 0.041798986549213525 -0.077925460160893162 -0.014827916986438159 0.045702140705482862 -0.13876787363079784 0.01406093278390368 -0.11792708243064515 0.086296108570609223 0.022301841264683393 0.010804356226982408 -0.0087403902298673879 0.10258929977199918 -0.017831703551890558 -0.052144873977401023 -0.051279308441971906 0.00060055210372846025 0.011910313432139078 -0.0074225176886514952 -0.021177736616678159 -0.17306579405327327 -0.0018744734770361768 -0.05807881772485575 0.0036618487095920584 0.0097677985034299031 0.012214589001157678 0.035970873762338262 0.080360932480212768 0.068987619841367323 -0.032052368166549765 0.098070029306614459 -0.00732738288049096 -0.020807856189595336 0.047502667064193933 0.033258266868183721 0.017804321726906987 -0.02634426788557355 -0.18146821920180226 0.047611712101471887 -0.0038959889094249338 0.077659258191705036 -0.14203505775303321 -0.024295259676840434 -0.002562305024041844 -0.1477156989637825
leaf_weight=3.2482396589548426 8.142094639532667 0.88796830044884589 0.055077120223359088 0.35300870602441137 0.3903542417101562 0.18703611722594349 0.82836389404701549 0.82578528775411431 0.32707434851908945 1.1557832767139253 0.26084984285898827 0.74460856347650395 0.56606434666446148 13.597592184936618 0.25907700404059142 0.69845717725956902 2.187759111203377 0.29761387648613835 0.24652077679411377 0.38024282340847904 0.32563013117032824 0.46650739889082515 0.3229779145322017 6.718378883223977 0.35598943177447495 3.8753361469271113 0.16255648345395457 0.17339346598600969 21.654088103608956 0.42762442649836918 0.38601712966919866 2.0269447939481324 45.428413278390053 4.5952840252043679 0.45517883114007496 0.48812186555005554 0.062072388584056948 0.20257486174523265 6.6243381471085749 0.42110487865284074 1.4395852094912704 0.68608848964504421 0.4977245186601067 0.12763423501746729 0.19749034877168004 0.11926427203434187 130.54624344691797 0.51547375093286973 0.057634170283563435 0.29935114442559996 1.3316827830258535 0.14575613901251916
leaf_count=1398 4390 502 50 82 132 41 736 260 49 263 256 641 95 8920 36 172 715 61 88 72 99 159 243 4449 237 3035 46 17 4959 49 175 556 28145 1504 199 160 47 64 2433 124 624 211 156 38 51 50 113947 489 7 89 1454 36
internal_value=0 -0.00228211 0.00978491 0.00512298 -0.00771394 0.0131593 -0.035797 0.0308262 0.00644662 0.00412364 0.00805209 -0.0112414 -0.0550912 0.0126952 0.0266863 0.0307461 0.00722724 -0.0508832 -0.0877542 -0.00385891 0.0479546 0.0104541 0.00705275 -0.00553786 -0.0529549 0.00128063 -0.113651 -0.0982903 -0.00531666 -0.0238779 -0.0576878 -0.00238138 0.0110924 0.0428747 0.0287043 0.0248372 0.0743808 -0.0124116 -0.00395586 0.0184446 0.0114232 -0.00996454 -0.033935 -0.0680595 -0.12505 -0.0410339 -0.00355267 0.0268036 -0.00183139 0.0350234 -0.0180624 -0.0666153
internal_weight=0 145.894 13.8869 120.882 11.2913 12.9414 0.945513 1.21614 109.59 79.9117 53.5554 5.92216 1.30222 29.6788 8.51046 8.03819 2.74445 0.556691 0.975142 26.3563 0.705873 47.6332 21.1683 7.57074 0.852361 4.61994 0.728621 0.496371 25.6505 3.99637 1.5418 2.45457 47.1667 5.29374 4.79932 4.61228 0.11715 10.0752 6.82691 4.1571 3.66898 1.93004 1.24395 0.746229 0.325125 0.472273 132.007 1.46108 0.945602 1.73894 1.73829 0.406606
internal_count=182811 121861 6916 60950 4287 6083 833 392 56663 40177 34004 3954 278 16486 2620 2488 812 97 229 6173 171 30050 13866 4946 497 3676 141 260 6002 1043 438 605 29891 1676 1693 1652 97 3895 2497 1453 1293 580 369 213 89 132 114945 998 509 713 1746 292
shrinkage=0.1


Tree=90
num_leaves=53
num_cat=0
split_feature=2 3 8 0 1 3 11 0 13 15 6 0 15 3 13 11 13 10 2 2 16 6 7 10 8 7 1 15 13 1 1 7 16 10 1 11 15 1 10 13 6 2 6 13 2 8 15 13 6 10 1 0
split_gain=0.306658 0.216302 0.21599 0.182892 0.215161 0.176073 0.220015 0.263549 0.222846 0.338558 0.286886 0.310255 0.188493 0.18293 0.313289 0.206134 0.286689 0.217657 0.191458 0.182 0.163582 0.172196 0.161047 0.159267 0.262225 0.187602 0.184571 0.150307 0.145056 0.166441 0.213714 0.182216 0.172346 0.158976 0.147881 0.140487 0.157734 0.134258 0.131568 0.154047 0.130818 0.1306 0.262732 0.401092 0.250669 0.21857 0.194724 0.189892 0.216725 0.329692 0.211305 0.211767
threshold=0.0087170340120792406 0.39092507795430725 -0.0089235909295576465 0.00066006020642817031 0.10554904490709306 -0.5263446025783195 -0.0011444632267367911 0.008589206729084255 -0.10878274642020065 -0.04845786239279299 -0.019595493020937781 0.0019344023312442007 -0.026894546503264973 -0.69913581991568197 0.29720498910721405 -0.012337972955660999 0.0018981030598578755 -0.038449780889866746 3.6207500215823534e-06 0.0073159479070454845 -0.13724009385335495 0.2603311449957908 0.002483690092796868 -0.027425831919454902 -0.00026061350053208126 -0.0059036680629144271 0.14924114197492602 -0.017605963565396676 -0.063827773637077062 0.99521169066429149 0.99193513393402111 -0.00066838810444451099 0.0061778313990001532 -0.0055049380855189695 0.99742636084556591 -0.00069189720056405952 0.00088734594025596119 0.24111995100975039 -0.003227389765485358 -0.16731467468738187 -0.075437001259260075 0.016717788763344291 0.016002177772060172 -0.041591247014359609 0.012741401325911285 -0.039402133208670045 -0.44483092218527137 -0.2079257489950829 -0.19874310876297038 -0.021579732110897438 0.24111995100975039 0.0029663216555491094
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 -1 4 -2 13 -7 8 12 10 19 -12 -8 28 15 17 18 -15 -17 -10 -18 -22 -16 26 25 -25 -6 -24 -4 30 -30 -31 -32 34 -33 36 -11 -28 -3 40 -40 42 43 -5 46 -44 -45 48 49 -43 51 -50
right_child=1 38 5 41 23 6 7 -9 9 35 11 -13 -14 14 22 16 20 -19 -20 -21 21 -23 27 24 -26 -27 37 -29 29 31 32 33 -34 -35 -36 -37 -38 -39 39 -41 -42 47 45 44 -46 -47 -48 -49 50 -51 -52 -53
leaf_value=-0.00044301750510984867 0.046369572180889232 -0.037975149003001425 0.046525997187606562 0.014556975098416603 -0.057425557253459762 0.017699476913419217 0.074433118186537459 0.015420615144031799 0.018523862237318466 0.040665633239704048 -0.15658243723870158 -0.029987437606627587 -0.025764978467976398 0.10507045952235208 -0.01346049805318361 -0.15281985921320504 -0.080806188911877935 -0.04943362340692492 -0.013747532457652482 -0.13414801448680375 0.059972795514495893 -0.040519270738343514 0.052623999446475979 -0.063401068488782811 -0.076725924780151361 0.050236563046596343 0.11205448654051223 -0.13485363207541531 0.0060248145160670449 0.03436650137963608 0.092626880039678214 -0.12006092659075925 -0.033868758564910152 -0.015213513747511648 0.0075299976273424012 0.0085330701659512408 -0.11386843506048459 0.0022819097245137788 -0.020700928854526603 -0.018116109031795832 0.029601549348464942 0.067791814352064522 -0.043080923724820995 0.1094728970748919 -0.052305074209517056 0.0091989405264634658 -0.018067486398455502 0.0016399179549729675 -0.069376826674152514 -0.0015611782605821582 0.031136336607746735 -0.013701571115903539
leaf_weight=29.671320360436397 1.7897041428868754 2.0267765869261885 0.90949912291671342 2.3385782329314679 0.13727689260849718 29.651853004447897 0.39812786584843707 4.6730610362091056 0.41632467169620213 0.085547368564221293 0.4749231364630766 0.33549112217951915 0.32976056940424348 0.082318124019366112 0.24758932719942084 0.092310924082993018 0.091833523652894766 1.1822218193719893 1.0502469838402246 0.077714492697850801 1.2696478509005822 0.18400817838846717 0.038710403998265974 0.18857848001425725 0.50850519037794573 0.4788436816779722 0.26924538097227924 0.37304684637729224 3.5312628248702822 0.49504485536181198 0.52098051804387058 0.30886124559310713 0.12484971677622525 1.2540435473365501 0.12310518047161167 1.5467977196549334 0.19214923205800005 0.18340056796478166 0.76950162836737979 5.8494798522337978 1.4981968642467496 0.81619020405014442 0.87664204263637646 0.10717292380286414 3.4098530484252478 7.5538362274669151 3.05165558864792 130.67860248407837 0.69782459494854876 3.8487965356162048 0.98765665835526206 15.900374849393073
leaf_count=12529 605 2955 315 1537 36 15113 131 3606 193 37 87 173 157 16 132 10 50 307 413 22 632 36 46 56 191 216 52 99 1585 154 149 70 72 371 55 807 85 56 1643 8173 2075 301 339 11 1886 4509 2125 95779 260 3656 601 17774
internal_value=0 -0.00110659 0.00631771 -0.000277542 0.0221129 0.0103235 0.0136302 -0.000522802 -0.0198226 -0.0313981 -0.0699336 -0.105926 0.0295029 -0.000308763 -0.015852 -0.00506303 0.010612 -0.0380719 -0.0271309 -0.00927951 0.0385061 0.0469198 -0.0787158 -0.00268636 -0.023877 0.0173248 0.0390224 -0.115794 0.00956917 0.00416888 0.0158399 -0.018131 0.0679235 -0.033741 -0.0848275 -0.00344165 -0.0666761 0.069327 -0.0152878 -0.00955311 0.0125044 -0.00074734 -0.00896811 -0.0209269 -0.0335649 0.00368422 -0.0131579 0.00018558 -0.00835026 0.010782 -0.0134312 -0.0161133
internal_weight=0 183.967 79.7327 173.823 3.55555 50.0613 38.1818 8.5299 3.85684 3.12895 1.30445 0.810414 0.727888 11.8796 4.61193 3.95259 2.68805 1.26454 1.14256 0.494039 1.54549 1.45366 0.659347 1.76585 1.17593 0.667422 0.589923 0.411757 7.26765 6.35815 4.17709 2.18105 0.64583 1.68601 0.431966 1.82449 0.277697 0.452646 10.144 8.11718 2.2677 170.267 17.3377 8.90726 6.56868 8.43048 3.15883 152.929 22.2508 4.66499 17.5859 16.5982
internal_count=182288 144836 37452 129990 1212 24923 20411 5298 1692 1404 475 260 288 4512 1741 1464 1141 323 423 215 718 668 277 607 463 272 144 145 2771 2456 1806 650 221 496 125 929 122 108 14846 11891 3718 128778 10407 5559 4022 4848 2136 118371 22592 3957 18635 18034
shrinkage=0.1


Tree=91
num_leaves=53
num_cat=0
split_feature=14 3 16 8 13 16 4 1 1 0 2 16 3 2 8 8 6 12 14 16 2 5 8 4 14 3 16 16 0 4 1 1 1 2 3 5 3 16 14 13 6 0 12 4 0 1 5 0 2 4 3 1
split_gain=0.341443 0.20987 0.19405 0.208495 0.21366 0.207685 0.172631 0.194076 0.155993 0.154777 0.224528 0.281692 0.240088 0.222735 0.197447 0.192645 0.179378 0.175652 0.168352 0.152241 0.150809 0.49521 0.295832 0.170273 0.19988 0.185391 0.201096 0.185313 0.421659 0.285085 0.215868 0.182781 0.175115 0.23129 0.181048 0.175434 0.215725 0.158695 0.151401 0.15064 0.153654 0.14544 0.139871 0.139848 0.137835 0.135963 0.143654 0.135578 0.342714 0.267804 0.192866 0.185587
threshold=-0.43280932502810071 0.39092507795430725 -0.095413534914909989 -0.022233403441820298 0.12117597882283022 -0.074125021716293274 -0.089599411239079552 0.00019383875769563022 0.99873447418212902 9.6123869298025979e-05 8.8476649580115935e-06 -0.032757684574914209 -0.44244222302222619 0.00013795273844152692 0.0082412306523712772 -0.01053952839339708 0.2603311449957908 2.3883850104422817 -0.21516865943168345 0.13498589055618423 8.8476649580115935e-06 -0.24012935467358248 -0.0053685430733650405 1.4479182887617477 0.50956195338298949 -0.88486533024115477 -0.042728778562532592 0.26217307360792397 0.06898826360702516 -0.90697683168875998 0.12233802303671838 0.065275851637125029 0.99521169066429149 0.00030302132654469466 -0.44244222302222619 -0.033143877294689858 -0.73536221217364062 0.32074581763013504 0.087788440342063082 0.12904425045849297 -0.23226563717619667 0.00079794606426730763 -1.4599057079405928 -0.024731922583944604 0.011168499477207662 0.99601411819458019 0.19907560433711877 0.14761284738779071 0.53393349051475536 0.67095369076938105 0.085522476583719267 0.99318313598632824
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 9 3 -1 -5 -4 -3 19 -7 10 15 12 14 -13 -12 -2 17 -14 45 -8 21 22 -11 27 25 26 -25 47 30 31 37 -30 33 35 -34 36 -27 38 -29 40 -23 -38 -20 -9 -37 46 -15 48 50 -49 51 -22
right_child=1 6 5 4 -6 8 7 43 -10 20 11 13 16 18 -16 -17 -18 -19 42 -21 23 39 -24 24 -26 32 -28 28 29 -31 -32 -33 34 -35 -36 44 41 -39 -40 -41 -42 -43 -44 -45 -46 -47 -48 49 -50 -51 -52 -53
leaf_value=-0.042806973297809608 0.072198935930910257 -0.033024250218039466 0.10774946959007806 -0.013782813212426451 0.066181635426303467 0.021334285118711632 -0.032059432185520619 0.056282721116136275 0.10967501344672735 -0.025684342253070438 -0.0045717898329095483 0.073458457979321254 0.081687918039684546 -0.037027811915431079 -0.088746677770156421 -0.016367536204729166 -0.029641777868150254 -0.028887152275472811 -0.10883302744729922 0.039083974909680907 0.0024040428258943498 0.066905013933830859 -0.25532910262841324 0.014106611829234051 -0.073977788112992021 0.051328818559934847 -0.12042203312347995 -0.032758624001572104 -0.034182385114160364 -0.01768622887899576 -0.043071731642218072 -0.15143344593076835 -0.028721919713003793 -0.0014098924455463785 0.034231096645515616 0.0039121572283407407 -0.11973362096002807 0.064092193039628501 0.051374377491258276 0.00024688634377223955 0.020974672395395095 -0.046252161603340766 0.052907173075931672 0.0020017818410656765 -0.041467041247339506 -0.14632980973417067 0.059614456623787206 0.0026974289862839868 -0.022155290806223124 0.027365470811723466 -0.020207180389667928 -0.017174648611437148
leaf_weight=0.89959627743064663 0.25267209794401457 3.1123336942900437 0.29312526517423965 0.81159115950867977 0.54477281277650036 6.906283469053049 2.6725553394408039 0.528552788624438 0.18960213963873673 0.13287887108162977 1.1524448818599924 1.479618836539885 0.66652302624879645 0.41284340366132699 0.35084293215186324 2.6915652799871435 0.30020505591346591 0.17215313750693895 0.040237866582174209 0.3236247662871391 163.27700244429988 0.90385447698645283 0.085494731159997062 0.17424327546905261 0.44153545983863196 0.17650220059294941 0.27356078756566304 0.56198526860771358 0.20874675981031032 0.58665374213887822 0.64275019829301516 0.42106751961910049 0.58726467314772923 11.080813315345948 1.8763619299625123 1.9266656525724131 0.32912895097979333 0.60666116765969491 0.32142298992494034 2.6202520665101474 3.6394946994114425 1.4718562933194332 1.0346466392620639 3.6362981143893194 1.0059088144516861 0.055877129903819878 0.22176464116637362 19.347928951971202 6.4434689499340143 5.6810066898196956 4.0522359704480087 4.9719885970112037
leaf_count=227 30 6128 117 333 237 2589 2134 822 30 27 303 299 152 164 70 258 37 32 18 260 103916 150 18 54 214 27 46 245 143 653 288 77 167 6545 654 578 39 301 178 366 480 236 375 5661 488 16 44 23056 11489 4413 4188 2916
internal_value=0 0.000556096 0.0197099 -0.00592564 0.0187705 0.0275322 -0.0134311 -0.00485545 0.0239602 0.00114915 0.0141312 0.0253822 0.00110382 0.0450379 -0.0250163 -0.00838308 0.0354376 0.0588632 0.0207278 -0.0241917 0.000657849 0.0147063 -0.127927 0.000198814 -0.00876931 -0.00717874 -0.0695218 0.00103705 -0.0222323 -0.0687582 0.00464949 -0.114557 -0.00560118 -0.00942783 0.0191275 -0.0274527 -0.0503448 0.0254967 -0.00174185 0.0193571 0.0303349 -0.0607094 0.0451972 0.00909826 -0.0118079 -0.0175405 -0.00255886 0.0014214 0.000455836 0.00831181 0.00130359 0.00182373
internal_weight=0 252.953 9.64497 2.25596 1.35636 7.38901 10.2734 7.16103 7.09589 242.68 8.83139 5.88716 2.64217 3.24499 1.50329 2.94424 1.13888 0.838676 1.76537 2.99618 233.849 7.38197 0.218374 226.467 19.3438 18.9023 0.447804 207.123 3.34929 1.21647 2.13282 0.629814 18.4545 15.9909 2.46363 4.91006 1.97749 1.49007 0.883408 7.1636 4.54335 1.80099 1.07488 4.16485 2.93257 0.690485 0.634608 203.774 178.745 25.0289 172.301 168.249
internal_count=182288 178755 3533 797 570 2736 15005 8877 2619 163750 1798 1510 594 916 373 288 221 184 617 2394 161952 1041 45 160911 9048 8834 100 151863 1885 873 1012 220 8734 7913 821 1368 302 724 423 996 630 275 393 6483 1066 224 208 149978 122509 27469 111020 106832
shrinkage=0.1


Tree=92
num_leaves=53
num_cat=0
split_feature=1 16 6 0 4 14 6 0 9 1 7 1 4 1 0 0 3 4 4 1 6 4 12 1 1 1 7 7 9 4 4 14 1 1 0 4 6 12 6 6 9 6 4 9 3 10 6 14 14 10 6 9
split_gain=0.247568 0.224669 0.317817 0.348272 0.192013 0.185676 0.213151 0.24831 0.173235 0.153567 0.144776 0.13943 0.256339 0.37734 0.335256 0.274466 0.367467 0.261891 0.214362 0.289267 0.2889 0.229222 0.220986 0.219351 0.268753 0.214104 0.30267 0.242756 0.212717 0.209409 0.580045 0.199051 0.219579 0.190835 0.201898 0.273493 0.258942 0.246124 0.206423 0.183811 0.170878 0.168182 0.187197 0.180535 0.176754 0.163524 0.159796 0.159216 0.162049 0.156864 0.189576 0.301567
threshold=1.7258325897273611e-05 0.2445136698567307 0.32070434383086804 0.062386801466345794 -0.68917793147612605 0.3157388424722532 -0.19522605529455844 0.039994243532419212 -0.11340382903263531 0.044948004186153419 0.029887657939210582 0.10757664963603021 1.3084700161966323 0.0010398881277069452 0.0029663216555491094 0.0054744889494031676 -0.0067563876509666434 1.478612421773015 0.67095369076938105 0.65283843874931347 -0.019595493020937781 1.8257730072965273 -1.1790892281191936 0.99742636084556591 0.99676865339279186 0.14528729021549228 -0.020660086954364203 -0.075857601903011954 0.019420034110889467 -0.9387292780127382 -1.0082119028926646 -0.014352179602631519 0.058704437687993057 0.1577062010765076 5.0803284466383054e-05 0.096606996710703372 -0.19874310876297038 -1.3406719282247481 -0.20952433609846405 0.016002177772060172 -0.010373369427103072 -0.40403849468476188 -0.90697683168875998 0.017905134395394613 -0.18524098023772237 -0.0026633874860679295 -0.15337515293492768 -0.58224263235058837 -0.021601199817599955 -0.002393785187833695 -0.019591157517188613 0.0017934902027893702
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 3 -3 9 6 -1 -8 -2 10 -5 12 13 -10 39 16 31 -16 19 25 23 22 -22 24 -20 26 -13 -27 -26 30 -21 32 -15 -29 35 37 38 -35 41 -14 -18 -36 43 44 -43 -40 -19 -34 -49 50 51 -24
right_child=1 2 -4 4 -6 -7 7 -9 11 -11 -12 18 14 15 17 -17 40 46 20 29 21 -23 49 -25 28 27 -28 33 -30 -31 -32 -33 47 34 36 -37 -38 -39 45 -41 -42 42 -44 -45 -46 -47 -48 48 -50 -51 -52 -53
leaf_value=-0.04759797277413283 -0.043053722998561292 0.04366172842719241 -0.06833150966231348 -0.04995955243216512 0.017130404983915271 -0.066256313302451658 0.12150334153469988 -0.0049175172645598165 -0.029576474891812966 -0.079244168378722488 0.090574494753977428 0.051484211149101559 -0.1137045841507181 0.025871942301273709 0.028606285560392436 -0.0041271654690053497 -0.09981556353346499 0.0068240587004566146 0.0079050707131259994 0.079168993490501632 0.053325864932423285 0.085208434879740794 -0.012396382090795677 -0.033455034657133578 0.072007003223932137 -0.056032512652460224 0.0070663495331032963 -0.023927945811317089 -0.076182692307921671 0.017953959473068378 -0.15922819104485816 0.037057881478910475 -0.14864629792311757 -0.090699985227238322 0.065212421843271931 -0.096933676566811858 0.0039603365692014074 0.08111940381828063 -0.12027350104351781 0.029840113165107998 -0.016183959440473746 -0.079027064790301901 -0.0068399569327677219 -0.15232462802936658 0.016513839503965729 -0.015736469234376532 -0.040165611604707774 -0.0016421725854182064 -0.096746844090849729 -0.019016090727819814 -0.00056876961270875927 -0.087210016318293407
leaf_weight=1.1956175034320042 0.92428506705073132 3.6196937691784106 0.36836022427542037 0.14601629574099173 1.1059449760086864 0.81934791923958972 0.14982168492133441 2.1445970506301819 5.3747933220278119 0.4980555844540504 0.11575318076938856 1.7374749382074703 0.29872670642362109 3.1593984417067977 6.3254127657673944 101.84587650582148 0.30860618835777121 3.1941864012205761 13.829676022200147 0.16814352273286204 0.55458302426268247 0.24644037183315859 3.365925654652528 1.1397610564217746 1.0187928555405967 0.79003909304810704 12.257652061973427 3.2006012706460742 0.092570401029661187 18.599009241470583 0.21347024471470177 3.7726094318131791 0.065608459037321487 0.078271887061418965 0.2435234338918234 0.10345197367041692 28.62832547138078 0.79822160622461424 0.32777972446638159 0.11556189383554738 1.0112427111507702 0.40767069201683626 3.4910416121529129 0.14918223094718996 0.34613909683684996 0.27467971706209482 0.91680167699632953 2.6171363183766525 0.17478575526183648 11.294291886066278 19.375666503047796 0.62589792511425901
leaf_count=662 596 1639 246 132 1272 337 88 1019 11317 275 61 897 72 1318 2803 86832 125 2287 6965 102 315 231 492 655 244 285 7524 1909 12 15355 47 1855 26 13 113 46 18940 161 99 36 631 122 2359 48 156 163 1569 1028 49 3473 5307 60
internal_value=0 0.000200986 0.0195397 0.0256401 -0.00940424 -0.0239174 -0.0136951 0.0041994 -0.000246974 -0.0475397 0.0139746 -8.73142e-05 -0.0023833 -0.00373274 0.012315 -0.00249859 0.0124144 0.0158635 0.00231703 0.00584804 -0.00260296 -0.00764339 -0.00833539 0.00850885 0.0117456 0.00204201 0.0126385 -0.00178029 0.0586687 0.0164307 -0.0553279 0.0191029 0.00776999 -0.000628431 0.00152248 0.0458627 0.000216396 0.0642928 -0.0201831 -0.0740797 -0.0367945 -0.0128838 -0.0174548 -0.0575775 -0.03578 -0.0744109 -0.00378174 -0.0122801 -0.00816472 -0.00934851 -0.00466506 -0.024458
internal_weight=0 259.317 5.85382 5.48546 1.86577 4.30938 3.49004 2.29442 253.463 0.759825 0.261769 252.539 129.181 118.33 10.8507 112.955 11.1094 10.4364 123.358 71.8147 51.5436 35.4628 35.2164 16.0808 14.941 52.8341 13.9951 38.8389 1.11136 18.9806 0.381614 9.78954 6.01693 38.0489 34.8483 0.979945 33.8683 0.876493 5.24002 0.414289 1.31985 4.63756 4.39403 0.902992 0.75381 0.602459 4.11099 2.85753 2.79192 34.6618 23.3675 3.99182
internal_count=182368 180262 3625 3379 1740 2106 1769 1107 176637 468 193 176041 109948 103181 6767 91864 5032 6659 66093 48339 17754 9878 9647 7876 7221 32835 8421 24414 256 15504 149 4276 2421 24129 22220 220 22000 174 3060 108 756 2798 2685 326 278 262 3856 1103 1077 9332 5859 552
shrinkage=0.1


Tree=93
num_leaves=53
num_cat=0
split_feature=2 4 1 1 11 4 4 11 4 16 1 0 10 1 13 11 10 12 12 9 16 6 0 16 7 12 4 12 9 6 6 10 6 0 1 16 4 4 10 9 0 11 12 12 2 1 4 16 11 6 9 4
split_gain=0.239105 0.39564 0.264074 0.239135 0.207143 0.178621 0.311871 0.264046 0.242895 0.187434 0.252221 0.173397 0.172172 0.24898 0.215411 0.167158 0.164064 0.186627 0.18494 0.163904 0.156893 0.213865 0.177436 0.17199 0.196942 0.159945 0.153749 0.152168 0.139522 0.138918 0.171772 0.146382 0.135324 0.13297 0.198437 0.132734 0.168575 0.438162 0.332044 0.200691 0.239761 0.198283 0.225997 0.319807 0.26619 0.196345 0.209399 0.204216 0.193414 0.164796 0.164563 0.283511
threshold=0.29428437352180487 0.63279217698245216 0.00037899921881034976 1.7258325897273611e-05 -0.0080946863202744686 1.3084700161966323 0.73610462195403215 0.0032141890072325588 1.4527206573327875 0.045849905475688631 0.0034273343626409773 0.010268175508826973 0.0023396279329537736 0.0011570589267648759 -0.099071370065079115 0.018042945527439957 0.00089749629610204405 0.5968106026916975 1.7256133095748332 0.0084288204344049617 0.2445136698567307 -0.090101564941363788 0.058545688167214401 0.19140796057308046 -0.059807757663478602 -1.3406719282247481 -0.64500020186175389 0.26472240244244305 0.019420034110889467 -0.012509805187071088 -0.02194387578606832 0.0041891401814474665 0.45990113941969257 0.0013206371804699304 0.10554904490709306 -0.0071389087407839925 1.4527206573327875 1.4479182887617477 -0.013247951520462835 -0.0014287001633038166 5.0803284466383054e-05 -0.010146535064726596 -0.29878888389417607 -0.22028453449243288 3.6207500215823534e-06 0.98898503184318554 2.1246048965242164 -0.16623818006208807 -0.009557458672747406 0.084165586763417746 0.017221542931413352 -0.2628818152787652
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 4 -1 -3 -2 6 7 12 11 -9 -11 -7 14 -14 -5 16 27 -18 19 -19 23 22 -22 35 -25 -23 -24 -13 -17 30 31 -10 -27 -26 -35 36 37 50 -39 45 -41 -40 -43 -44 -45 46 49 -47 -46 -38 -4 -52
right_child=1 3 20 5 -6 8 -8 9 29 10 -12 15 13 -15 -16 28 17 18 -20 -21 21 25 26 24 33 32 -28 -29 -30 -31 -32 -33 -34 34 -36 -37 39 38 41 40 -42 42 43 44 48 47 -48 -49 -50 -51 51 -53
leaf_value=-0.045381759190515694 0.025927902893521378 -0.022162660533280251 -0.0025253602029718823 0.076844623153733818 -0.028162993239058545 0.15117280632776089 -0.043042176907348954 0.017877268607270038 -0.02513070248331465 -0.0099239197990666425 -0.10349339083450751 0.10627538302144619 -0.020878063258346291 0.10960763096509051 -0.030358287887237448 0.065856180554574359 -0.021839988273409119 0.039698345790079255 -0.004321458788540883 0.16376839980798619 0.014029312507884646 -0.027781087656956301 -0.087042325612015137 -0.098390443928460469 -0.057078238446055932 0.043069318535311006 0.028949026665223178 0.020228180165606166 -0.067553029736060782 -0.050110532316106994 0.07890330007781482 0.01483137728161766 -0.058077021711199245 -0.023031829871208619 0.023806565041879946 0.003774243541205648 0.084426267581267769 -0.091342637288919198 0.03792136629912516 0.063893046542967805 -0.0049373881322883808 0.041722668790073691 -0.13243689906905728 0.055991639404654937 -0.13777567184101189 0.11457652578608804 -0.028352407843564621 0.034066190624120349 -0.029466210957995266 -0.031308291833313372 -0.00087287291891690894 0.029233578447356308
leaf_weight=1.2036554731726017 0.75039511088465616 3.8674472565562636 84.726748064261528 0.27121525881739217 9.6560548416147167 0.097259191463306638 1.7641453374189948 1.1100081618251354 1.5624424981870109 1.0121710308776526 0.38757771689415665 0.31371992737331345 0.193312023220642 0.52512558831949718 0.51707544725650112 1.182452516062767 1.4263187614742494 0.46104412948443474 0.71058271358378988 0.12867662902681332 0.89099414379415953 0.39190875756275989 0.41429170320952835 0.26918979183938052 0.57086850536324973 3.1014637932403275 0.14550577413137944 0.57017316964811471 0.069985630980227032 0.52665624313885917 0.26498598785838146 2.16573641694049 0.12336256801791012 2.4697556166761392 1.4045348822710364 107.58993983448255 0.37811667535061155 0.75631501202587958 0.50487402349244792 0.53355902944895017 6.1706112449683133 0.40200434089638326 0.29756953916512463 0.33382271532900576 0.16059025377035263 0.369876886456041 0.90477153126266785 1.8641214769522774 2.609823441864136 0.16747293152729981 9.3953571094516501 4.6705943482711509
leaf_count=1174 1053 1878 58337 248 25574 38 4917 853 1305 621 163 149 106 399 298 520 549 219 345 51 466 248 190 67 166 1352 179 288 25 830 123 1813 94 1378 797 64482 332 71 76 71 1994 74 21 46 11 89 482 541 418 117 4371 2359
internal_value=0 -0.00855162 0.000997128 -1.00386e-05 -0.0242254 0.00562307 -0.00821608 0.00720146 0.0140613 -0.0126589 -0.0367956 0.0293003 0.0400472 0.0748377 0.00739787 0.0263266 0.0152625 0.00301507 0.0302065 0.0707307 0.00124158 0.0186129 -0.0137048 0.000851594 -0.0180132 0.0315802 -0.0569298 0.0522471 0.0575687 -0.00271119 0.00373269 -0.00195571 0.0389059 -0.012777 -0.00602079 0.0012539 -0.00111982 -0.00233528 -0.0309692 0.0110149 0.000693469 -0.0200433 -0.0278761 -0.0362732 -0.0263606 0.0297035 0.000996614 0.0481873 -0.0365744 0.0490324 -0.000861993 0.009148
internal_weight=0 29.5346 232.822 19.1281 10.4064 15.2607 5.78063 4.01649 9.48003 2.50976 1.39975 4.96021 1.50673 0.718438 0.788291 4.86295 3.61052 2.72662 1.3003 0.589721 231.618 5.06753 1.45079 226.551 4.71435 3.61674 0.559797 0.883893 1.25244 4.51982 3.99316 3.72818 3.22483 4.44516 3.87429 221.836 114.246 103.858 5.065 10.3885 6.70417 4.30868 3.80381 3.40181 3.10424 3.68436 1.45036 2.234 2.77041 0.54559 98.7927 14.066
internal_count=182368 42365 140003 15738 26627 13860 7605 2688 6255 1637 784 2184 1051 505 546 2146 1601 1164 615 270 138829 2529 835 136300 2408 1694 369 437 545 4071 3241 3118 1446 2341 2175 133892 69410 65784 717 3626 2065 646 570 496 475 1561 931 630 429 449 65067 6730
shrinkage=0.1


Tree=94
num_leaves=53
num_cat=0
split_feature=2 13 1 5 6 4 2 8 1 3 3 8 3 1 8 1 11 5 1 9 9 13 9 14 13 8 8 13 13 13 8 13 1 13 6 0 13 1 8 1 6 5 1 14 6 6 11 6 1 5 11 2
split_gain=0.401014 0.212485 0.262399 0.226961 0.239124 0.247711 0.260068 0.205915 0.193859 0.217638 0.190644 0.186107 0.177007 0.172215 0.198746 0.414621 0.391049 0.308965 0.300798 0.206559 0.182655 0.181628 0.179666 0.170955 0.167891 0.164356 0.163873 0.157462 0.150961 0.150881 0.149236 0.162832 0.157641 0.147435 0.146414 0.141875 0.143455 0.159689 0.142672 0.226317 0.216945 0.242826 0.193952 0.176551 0.157223 0.155435 0.140519 0.210811 0.188698 0.503378 0.941036 0.170989
threshold=4.9472579121356837e-05 0.41225614115942716 0.0017154015949927273 -0.19524321132532577 -0.35337321374459069 0.68618150553910418 0.0043249926529824742 -0.00051337307326377907 0.83280652761459362 -0.053123719990253442 -0.10668660700321196 -0.0081473976572339884 -0.92367505627044 0.94057613611221325 -0.01158308603462248 0.99676865339279186 -0.0062334030519927072 -0.3931294724816945 0.99742636084556591 0.00014572813651273967 0.01111265833078459 0.29720498910721405 0.0019536984584515526 -0.15123976273625056 0.22736766659974214 -0.014200728054555181 -0.0060439754477804785 0.11596011951224526 -0.081024727735545143 0.24795388538329916 -0.0011315670985520378 0.056547609272423284 0.97056141495704662 0.026852530641000977 0.22185485323994422 1.9206498109269891e-05 0.070937108420635595 0.93275398015975963 0.0024511720419644169 0.0043154913000762471 -0.43112096726273047 -0.1470248100624004 0.97056141495704662 0.50956195338298949 -0.033461483476572892 0.23965537249014512 0.014591920386956178 -0.35883388032832131 3.0980176234152175e-05 -0.24553688279869676 0.0022342860444617397 0.015553016215562822
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 35 -3 8 26 6 -6 13 -4 -10 34 12 -7 21 18 16 20 -17 -15 -19 27 29 -21 -11 30 -23 -5 28 -16 33 31 32 -18 -1 -8 36 37 -2 39 44 41 -41 43 45 -37 46 48 51 49 50 -40 -48
right_child=1 2 3 4 5 11 10 -9 9 23 -12 -13 -14 14 15 17 24 19 -20 22 -22 25 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36 38 -38 -39 42 40 -42 -43 -44 -45 -46 -47 47 -49 -50 -51 -52 -53
leaf_value=0.060802159091217292 0.031234503229953428 -0.084221222592255909 -0.024017732608656705 -0.089466151710782094 0.066687607041612099 0.1049897675706189 0.0034462108345626797 0.029342080409159001 0.064406978777078031 -0.13290220575787506 0.032318484323350494 0.023956527969019883 -0.038184912276486627 0.024847827850085123 0.020633262819008069 -0.11796944152147659 -0.084192302511595943 0.063795612755719197 -0.066866428600833847 -0.073016745948960946 0.021618536067156684 -0.11782171686923688 0.03341415247205106 0.047085159062609482 -0.065989217551250853 0.030465505978240926 0.033253472260418193 -0.026025811288418205 -0.080309416967143762 0.13180899794681408 -0.067105601769594403 0.075827562274400684 0.030485024798880201 0.0060876830755382692 -0.10668699646993383 -0.04171484394864132 0.067127734681805884 -0.048419567945151683 0.54456516811504085 0.14949011929316702 -0.0032972649554741788 0.012600793452852841 0.032826037623295765 -0.036900319908701469 -0.010459433846053627 0.010231187968798121 -0.06592460822990967 0.006589340150386553 -0.0035789799611016001 0.013137777149846911 0.013568760429951615 0.088580236735513074
leaf_weight=0.9661767001707664 0.77407856703757605 0.27016936733673347 2.5537313555669239 0.31690680329484167 1.5409231371659169 0.075372321298345812 2.1166571363146391 5.9169484236008421 0.55565981240124529 0.10373669785622042 5.011400790205248 1.1655561355501038 1.3590327055844684 4.6014257896240451 0.15727192292979464 0.11503463642293388 0.13653422889910849 1.2484713848130011 0.37079310986064218 0.23159514607777953 0.40354947198647995 0.12940722813800676 0.41908083932185036 0.080960308099747524 0.19199856079285371 0.14048755210023944 0.15001669957928143 1.5857325471051806 1.4866470437409594 0.15498874875629542 0.12752451568667122 0.632942652933707 0.5224029013334075 0.99490646257618209 0.11036460092509504 2.4551396061553987 0.56791969714686263 0.35161045632503374 0.035556883591198019 0.1752250540703244 126.13111866752192 0.40647405672643699 1.8793537457622722 1.2263717777377667 4.6596567900137407 15.123104558453944 0.069965648988726481 8.5914540390758685 59.025397121159017 1.3293786167723727 0.09221010105102323 0.50382614772024681
leaf_count=211 215 264 1999 96 1386 9 1328 926 437 61 3015 509 496 764 38 31 21 253 88 35 51 30 75 99 45 47 105 281 221 29 16 103 92 241 55 4744 183 83 17 53 87946 280 1069 997 5991 8243 14 6362 51426 750 65 111
internal_value=0 -0.000928138 0.0104223 0.0122069 0.0186578 0.0215589 0.0295747 0.0136292 -0.0109674 0.03356 0.0215315 -0.00552484 -0.0294806 0.00724107 0.00242856 -0.00811612 -0.0229135 0.0302786 0.0177968 0.0402587 -0.0410377 0.0317127 -0.00539287 -0.0567732 0.0179526 -0.0434937 -0.0502621 -0.0489414 -0.0705361 0.0415844 0.0299761 0.0403322 0.00515179 0.0333451 -0.00280518 -0.00171188 0.0269723 0.00599218 -0.00193312 -0.00398855 -0.00301252 0.0570143 0.00119728 0.000499506 -0.0213212 0.00104811 -0.000947955 0.0105788 -0.00269723 0.0326368 0.209371 0.0683397
internal_weight=0 238.808 15.4105 15.1403 11.8462 11.3793 8.77935 20.5339 3.29409 0.740357 7.23842 2.59996 1.43441 14.617 12.231 7.25879 5.2446 2.01418 4.97222 1.89915 3.6332 2.38597 0.650676 0.184697 1.6114 0.269895 0.466924 3.22965 1.64392 2.11607 1.4194 1.29188 0.658937 1.96108 2.22702 223.398 1.69361 1.12569 221.704 133.828 126.713 0.581699 87.8766 85.9973 7.1148 84.7709 69.6478 9.16525 60.4825 1.45715 0.127767 0.573792
internal_count=182006 178408 9859 9595 6999 6798 5784 3598 2596 597 4398 1014 505 2672 2114 1262 868 394 852 363 591 558 110 160 277 77 201 540 259 481 232 216 113 452 1383 168549 481 298 168068 99014 88279 333 69054 67985 10735 66988 58745 6487 52258 832 82 125
shrinkage=0.1


Tree=95
num_leaves=53
num_cat=0
split_feature=2 3 8 0 10 12 0 15 14 12 8 2 6 2 3 10 3 10 8 5 11 0 12 12 0 5 14 6 3 10 8 10 10 0 2 0 14 14 2 14 11 6 0 14 4 4 11 2 10 8 0 15
split_gain=0.327923 0.17358 0.165563 0.149603 0.273494 0.209711 0.161873 0.138693 0.251209 0.263136 0.183382 0.155226 0.13973 0.141382 0.134485 0.27339 0.264341 0.25934 0.242689 0.235877 0.22503 0.203389 0.200825 0.193723 0.342861 0.173179 0.168382 0.153617 0.150863 0.146574 0.133398 0.130733 0.225948 0.151171 0.125291 0.139348 0.179801 0.123285 0.131084 0.125723 0.187974 0.187563 0.120326 0.119984 0.11902 0.116417 0.239909 0.299735 0.233994 0.160308 0.158432 0.146122
threshold=4.9472579121356837e-05 -0.77066743496106926 -0.00051337307326377907 0.001507593900896609 -0.014039624424982121 1.6884853416272863 0.00053331573144532751 0.00088734594025596119 -0.16498730887041352 0.52830269125552121 -0.0063324182678631607 0.0096646035090088862 0.23965537249014512 0.0001121410205087159 -0.066214777762070284 -0.0068253078079858441 -0.23104228824377057 -0.0045288855785488745 -0.0014967972920648756 -0.24012935467358248 -0.019470496766748193 0.026165633462369445 0.5968106026916975 0.78083824698173643 0.00022927719692233953 0.11604822538897029 -0.050240476526702382 -0.13071822402608343 -0.087572097312659011 -0.0037349136732688398 0.0035774067662170104 -0.00068587241254604954 -0.0014666207400323165 0.0024314243346452717 3.2043251849245287e-05 0.0048113046213984498 -0.26579566708581809 -0.36333760331657822 3.6207500215823534e-06 -0.076727077464250046 -0.002884191609185864 0.19966159345964965 0.012031681835651399 -0.13336147148679642 0.76644742324485549 1.4479182887617477 -0.0016313015491311138 0.00013795273844152692 0.031407057622029187 -0.00095120777115781938 0.0073545714840292939 0.0065688856168400894
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 7 14 4 -4 -5 37 8 -2 -10 -11 -12 -9 -14 16 20 18 21 22 -17 -16 28 29 24 -24 -19 -27 -20 42 -1 -7 32 34 -33 35 36 -25 -6 -39 41 -41 -40 -18 -26 -22 -3 47 51 -49 -48 -51 -47
right_child=1 45 3 5 6 30 -8 12 9 10 11 -13 13 -15 15 19 17 25 27 -21 44 -23 23 31 43 26 -28 -29 -30 -31 -32 33 -34 -35 -36 -37 -38 38 39 40 -42 -43 -44 -45 -46 46 49 48 -50 50 -52 -53
leaf_value=0.060256190685915749 0.035072056301608673 -0.00055383810955034836 -0.065407892145660743 0.076182694887781385 -0.034778434765942584 0.035275317227858989 -0.026777779531737902 0.035887691836437002 0.0027572513971384598 0.0074620626421086972 -0.13322239498642363 0.021734838392709233 -0.093314903512601105 0.0091790092955124757 0.027320752159453027 -0.084735916497282709 0.014263237580410433 -0.10970514440407374 0.0333762660116914 0.068293465942420944 0.029974580154222843 0.060401956989877971 -0.14164333334641938 -0.056403198701893635 -0.029670164497972031 -0.050184743033349355 0.037894774840847627 -0.072020433423189686 -0.073330715307494576 0.0108781271714444 -0.059436927565690849 0.05659865182775016 -0.11870571916251958 -0.031218339689824806 0.072216733591553547 0.054386011431230556 0.0085446829488642038 0.0067107184156965528 0.055004124799934474 0.12202549164794074 0.022879546570350868 -0.03339061942661161 -0.060443585353529311 0.096339880678575657 -0.073879507630943142 -0.0085005253416815807 -0.043623782299081725 0.011342651548527111 -0.1708307613989398 -0.0626764367153545 -0.0076801476582555837 -0.066525707285262956
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leaf_count=247 596 164763 62 237 32 75 96 2038 751 94 169 56 19 204 177 34 233 96 37 324 39 80 20 83 27 186 47 70 70 180 50 137 24 37 72 61 215 106 141 37 56 34 52 22 102 300 1213 3277 7 181 4498 242
internal_value=0 -0.000736999 0.0125021 0.026767 0.0159109 0.0507072 0.0241847 0.0144347 -0.00203664 -0.024294 -0.0754129 -0.108769 0.0259467 -0.00661576 0.00677549 0.0258738 0.00192033 -0.0194832 0.0125587 0.057183 -0.0037827 0.00266468 0.0180523 0.00546952 -0.0520842 -0.0498301 -0.0314342 -0.0440926 -0.0129186 0.0406389 0.0049538 0.0127946 0.000893196 0.039825 0.00749728 0.000347878 -0.010075 0.032769 0.0384626 0.0527251 0.0829723 0.031235 0.0010776 0.020558 -0.0506652 -0.0012179 -0.00882171 0.00176776 0.00978665 -0.0210526 -0.0127383 -0.0357545
internal_weight=0 237.847 20.2887 5.79326 4.00597 1.78729 3.64725 7.29185 3.00575 1.88264 0.640612 0.452849 4.28611 1.00384 14.4954 2.92267 11.5728 3.83746 7.73531 1.41377 1.5089 2.22769 7.06243 4.54969 0.50154 1.60977 1.25195 0.672881 1.76498 2.51274 0.646751 4.04815 2.82326 1.22489 2.69115 2.43937 2.05694 3.12683 2.89074 1.98672 0.804313 1.18241 1.44702 0.284409 0.597385 230.555 18.5005 9.92367 8.18703 8.57686 6.28811 1.73664
internal_count=182006 178408 3598 926 564 362 502 3927 1666 1070 319 225 2261 223 2672 676 1996 764 1232 358 318 435 1125 698 69 329 233 107 355 427 125 629 455 174 431 359 298 406 374 268 93 175 285 49 141 174481 9718 3826 3284 5892 4679 542
shrinkage=0.1


Tree=96
num_leaves=53
num_cat=0
split_feature=9 7 15 1 4 12 7 1 8 10 8 10 4 10 5 13 5 1 4 1 4 1 5 5 1 3 4 5 0 8 3 9 12 8 15 1 8 12 1 3 1 5 3 7 12 12 12 5 12 10 12 1
split_gain=0.222231 0.179131 0.161846 0.197341 0.279891 0.221972 0.21599 0.201635 0.272117 0.29031 0.244301 0.194427 0.204485 0.194188 0.169993 0.259051 0.190691 0.213752 0.168593 0.31117 0.294022 0.242661 0.238272 0.304897 0.20291 0.18971 0.168511 0.163628 0.166244 0.315338 0.16755 0.160215 0.160426 0.267361 0.182028 0.15978 0.158438 0.189565 0.155003 0.184956 0.153609 0.189703 0.200921 0.161599 0.149581 0.215999 0.262338 0.212741 0.363513 0.291293 0.179075 0.148733
threshold=0.013606925661568217 0.13733339551605825 -0.097691659262934147 0.09121639654040338 0.68618150553910418 0.20780031285075562 -0.017017544100146012 0.079760078340768828 -0.0077769288133300099 -0.001547295038002902 -0.0093398708154018278 -0.0060677727112094576 1.4479182887617477 0.0019917568205413514 -0.035732376577205627 -0.34508064094609053 0.12976074215189121 0.9843510389328004 0.6451882291709875 3.5264223470221627e-06 -0.87990079864011694 0.00084361573681235324 -0.046739271393969307 -0.033143877294689858 0.00075590150663629185 -0.23104228824377057 1.4165232359453126 0.24198830529911722 0.02245820872485638 -0.00059335181514973882 -0.015649553388357159 0.0045708051188827108 -1.0298876326445858 -0.0087220079927116719 0.079565837654302571 0.34424732625484472 -0.03443847642225991 -1.4468045400760032 0.75990456342697155 -0.064216952770948396 0.03426462039351464 0.37858068252000182 -0.57733215484768141 -0.0041330400796384904 0.75768456358680825 3.8097257468272612 3.4969341434884456 -0.12424126371280179 0.24576842725768136 0.0018289303642894227 3.2692673582373133 0.97813254594802868
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 11 7 5 13 -6 18 10 -10 -9 -1 26 -5 15 -8 17 -16 19 -4 25 -20 -23 -24 -22 40 -13 -25 29 30 -29 32 33 -18 -35 -7 37 -2 -15 -40 43 42 -42 -21 47 46 50 -17 49 -49 -46 -38
right_child=36 -3 3 4 6 35 14 8 9 -11 -12 12 -14 38 16 44 31 -19 21 20 24 22 23 27 -26 -27 -28 28 -30 -31 -32 -33 -34 34 -36 -37 51 -39 39 -41 41 -43 -44 -45 45 -47 -48 48 -50 -51 -52 -53
leaf_value=-0.01818844717711492 0.048438488584658483 -0.053711841166937793 0.22628212006149032 -0.0017852194844518129 -0.045467255728445288 0.0066179720077342939 0.09851970170395348 -0.030546308432325222 -0.033586857040914207 0.014196766649552196 -0.1229422777213233 -0.0021030040004398048 -0.029256877785238413 0.0099463444543633969 0.006217186197481241 0.027171623021410154 -0.1584840751651955 0.087267761345449557 -0.0056864459242085483 -0.10967999392793562 -0.045392222969680096 -0.017767806895861948 0.065418445695088423 -0.027005370298167942 -0.0090337548227385316 0.0013165104630718303 0.034562187840380357 -0.025053621464275151 0.027068648871702974 0.027411451524003518 -0.13119638147937931 -0.015132775842254956 0.0053877590597678736 -0.070909668177957005 0.054546526677317644 0.025208380141837929 0.0074972261536421572 -0.012011405266594066 0.014418579559700327 0.090744448696196842 0.12898024071723227 -0.0050508642120184431 0.03814757088202015 0.023599889764005198 -0.028916259810476991 0.028524786373436591 -0.091701178319974652 -0.020612769649443561 0.031122779874009205 -0.1126248990430025 0.057828817446600372 0.03146839574758574
leaf_weight=11.168928390779909 0.54761338060825426 0.63794045028043811 0.040486374196944008 23.796158288735398 1.1510334199119814 8.5259172460464487 0.1868746691798141 0.90394898538852431 2.5526893025457866 2.5015404573214246 0.41345646029230898 28.22860925052942 2.6763774954306419 8.7626147898162667 0.82023844424111547 1.6220130335577767 0.14109950441343244 0.52499326297402149 10.494955471425785 0.12094972319391672 1.5909802805292077 1.8127339966295046 1.3484035293513432 0.84278635739974195 34.252027230345675 17.297017629065522 1.2941042474922131 0.46234419236134272 5.7806216785375 0.97157754741056102 0.20987866353607387 5.4251635715427247 21.756087026780733 0.20604671167530497 0.22209608343837317 10.125681862074115 29.300768655617503 6.3308913696787377 0.7611387565775658 0.53729288193062419 0.36941893062612485 0.47192187279506459 0.72102494482533075 0.2515203459643115 4.0731247805824751 0.62941286052773637 0.64617448533317645 1.3262117129033861 0.95308084716634756 0.45240401016235399 0.23659223771210225 2.8248335554171708
leaf_count=6607 273 356 22 17078 440 6401 68 540 1563 1705 129 22370 1264 5622 1168 1970 20 595 7700 43 5346 3484 409 1590 42069 8851 290 125 2452 292 43 1023 5191 66 44 9171 17376 2794 601 472 93 158 239 77 2399 207 225 608 319 116 141 859
internal_value=0 -0.00151504 -0.00135916 -1.26313e-05 0.00315766 0.00797001 -0.00310203 -0.00354283 -0.0206141 -0.00996963 -0.0607822 -0.00683059 -0.0028831 0.00314096 -0.00183891 -0.0129866 0.00204622 0.0385665 -0.00212653 -0.00507656 -0.00531885 0.00528799 0.0153594 0.0216255 -0.0106691 0.0046532 -0.000476186 0.014359 0.0191073 -0.00888006 -0.0606942 0.000252545 0.00400023 -0.047602 -0.00624592 0.0167247 0.00667261 -0.00708754 0.014775 0.0467933 0.0342018 0.0478627 0.0704792 -0.0226744 -0.0152536 -0.0260582 -0.0330668 -0.00134336 -0.0183404 -0.0448907 -0.0239384 0.0096211
internal_weight=0 220.298 219.66 176.292 92.8815 52.5088 40.3726 83.4103 6.37164 5.05423 1.31741 43.368 32.1991 33.8572 39.2216 10.1259 29.0957 1.34523 77.0386 55.1153 55.0749 21.9233 11.4283 9.61561 35.843 19.2319 29.5227 8.26721 7.42442 1.6438 0.672223 27.7505 22.3253 0.569242 0.428143 18.6516 39.0041 6.8785 10.061 1.29843 1.93484 1.56237 1.09044 0.37247 9.93901 5.5853 4.95589 4.35371 2.7317 1.77862 4.30972 32.1256
internal_count=183064 161762 161406 130875 53945 39345 14600 76930 3937 3268 669 30531 23924 23773 14160 6053 8107 1763 72993 56898 56876 16095 8395 4911 47415 9461 22660 4502 2912 460 168 6344 5321 130 110 15572 21302 3067 6695 1073 610 490 332 120 5985 2972 2765 3013 1043 724 2540 18235
shrinkage=0.1


Tree=97
num_leaves=53
num_cat=0
split_feature=9 1 4 8 15 5 1 10 6 5 12 6 5 5 9 6 10 4 12 10 0 3 1 16 6 10 8 0 4 10 9 12 1 6 10 15 3 16 15 0 10 10 6 10 8 3 3 16 1 15 0 10
split_gain=0.216708 0.140218 0.427155 0.187347 0.185886 0.169474 0.281285 0.226927 0.280472 0.285209 0.181601 0.246912 0.159104 0.245067 0.200629 0.223486 0.158728 0.168498 0.156292 0.154249 0.152485 0.276516 0.238338 0.285278 0.199763 0.190381 0.237546 0.209945 0.213861 0.167239 0.252937 0.164959 0.216566 0.164244 0.151458 0.151259 0.150583 0.183706 0.150317 0.146276 0.146229 0.146113 0.177816 0.176208 0.145169 0.150239 0.200365 0.273146 0.186564 0.155253 0.20787 0.148863
threshold=0.028788630209062856 0.24111995100975039 0.68618150553910418 0.019726518968530206 -0.036686994339939903 -0.20348823165417382 0.92283165454864513 0.025124637221616831 0.19486835207031675 0.079774879906707938 -1.3406719282247481 -0.040391772924202644 -0.028445346122514745 0.12976074215189121 0.0041269216932607669 -0.025788801457838802 0.0029762137277555439 -0.57608661518420501 -1.6246114462015908 -0.026039581498310708 0.0077465265057981023 0.00063893385231494914 0.20215182751417163 0.11289956005408681 -0.057520128630812968 0.047893680645331616 -0.03443847642225991 5.0803284466383054e-05 0.91266635230586557 -0.096001346006287083 -0.057502430830062637 0.48285939336777856 0.01905740145593882 -0.11991060413692457 0.025124637221616831 -0.049731751524695271 -0.6050805637569282 -0.052391657419470307 -0.13806588764021399 0.00031691652839072054 0.0029762137277555439 0.0029762137277555439 -0.43112096726273047 0.0046352913727377475 0.01337345323582873 -0.92367505627044 -0.46180341064973612 -0.14442901931459762 0.99742636084556591 -0.050964978661044234 0.00022927719692233953 0.0008204737884554761
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 20 4 12 5 -3 7 8 10 -10 11 18 14 -14 15 -4 -8 -18 -7 -16 21 22 25 40 -25 26 -1 -28 31 30 -22 32 -29 -34 38 -19 37 -31 -15 -30 -24 -6 -43 -44 45 48 47 -47 -17 -48 -51 -49
right_child=-2 2 3 -5 41 6 16 -9 9 -11 -12 -13 13 34 19 44 17 35 -20 -21 29 -23 23 24 -26 -27 27 28 39 36 -32 -33 33 -35 -36 -37 -38 -39 -40 -41 -42 42 43 -45 -46 46 49 51 -50 50 -52 -53
leaf_value=-0.056547409394084203 0.010368790217095742 -0.015529557788994466 0.019981734967295006 0.068106718014648113 0.011372795318899268 0.047870436204464142 0.076113281084219331 0.072477805290838401 -0.09814914491426896 0.00025932840025533823 0.015474229383244914 0.018850016166862254 0.042724337630009518 -0.025601746165277883 0.088878839337541107 -0.11063209731368435 -0.13447335819303707 0.077770764933775952 -0.14087516227486133 0.0044111467711084552 0.033215467015887561 -0.070525241746229636 -0.040918400002909715 -0.16486065027715216 0.0074693787856950468 0.050561550112350563 0.058059333058039356 0.034461242569038479 0.079921331612957502 -0.023125956820020346 -0.091775330396217936 0.019126690661448925 0.0039669950801230992 -0.022762976538924465 -0.12370689324522957 -0.069123685103758617 -0.0016584610883823585 0.053141065735175033 -0.00037997850652913721 -0.069174346401489992 0.049440946458702846 0.15304385683858326 0.060902693872994906 0.017397953775570445 -0.15734868332874558 -0.092902270756642924 -0.0030741863182230508 0.0032860374892960025 0.015006523140543555 -0.11524285365242509 -0.032998658330349893 0.069460205981756104
leaf_weight=0.9096160888002548 18.126672595455148 4.301881551864426 1.2408759806066871 0.34007701338123197 18.716583834941705 0.044136392491054721 0.85350427929694184 0.38854236950282928 0.56195608323832835 0.59860997644528879 3.5929469463521841 0.29701610850133819 1.211682820397981 2.5483580484651567 0.25559535966749525 0.38285160903978699 0.060673498257528991 0.19393125703027181 0.23136831483134301 1.0461368375918016 0.23356665761821205 0.73687830188362013 0.76526558032673964 0.26488825116393855 0.08634656718277256 0.5696330426726498 0.50243870201481478 1.0256706010854895 0.057581500266679408 0.44004875532846188 0.46035646609925507 2.5620564564105743 3.529648809459105 6.5495657936371545 0.085623915045288324 0.088835494327213382 138.4848312856123 1.0307762108313898 29.877497671413952 0.72867992436840723 0.21612575551625923 0.098147899130708427 1.1904991608726039 4.1753445477329478 0.065224131543801245 0.23282682494755169 1.609453819640289 1.5364625936836045 0.1622329357342096 0.31910957188666333 4.112783029791899 0.41964410630316695
leaf_count=304 8442 2805 2309 85 15823 54 1000 204 232 365 3182 221 1728 699 45 62 26 258 126 768 165 576 380 45 47 142 169 767 23 185 190 1559 1778 2996 18 46 120307 483 6684 396 91 16 946 3181 16 45 684 449 37 74 1732 99
internal_value=0 -0.000965458 0.00242574 -0.00398878 0.01066 1.6718e-05 0.00970792 0.000418068 -0.00506014 -0.0481451 0.00709603 -0.0443764 -0.00455868 -0.00110552 -0.0147713 -0.0195442 0.0534119 -0.00396456 -0.109579 0.0219605 -0.00268806 -0.0112173 -0.00869031 -0.0490823 -0.12416 -0.00536612 -0.00742796 -0.00437753 -0.00661599 -0.00156465 -0.0499238 -0.00366281 -0.00894261 -0.0134118 -0.00276126 0.0302758 -0.00131863 0.0303195 -0.00237497 -0.056745 -0.0204988 0.015592 0.0299619 0.0272177 -0.0251207 -0.023825 -0.0203554 0.00553478 -0.0739385 -0.0297249 -0.0393528 0.0179751
internal_weight=0 239.994 80.8404 45.4464 35.394 11.2134 6.91152 5.71458 5.32603 1.16057 4.16547 0.572521 45.1064 33.7232 11.3832 10.0815 1.19694 0.34344 0.275505 1.30173 159.154 18.5044 17.7675 1.33263 0.351235 16.4349 15.8653 14.9556 14.4532 140.65 0.693923 13.6669 11.1049 10.0792 32.5115 0.282767 139.956 1.47082 32.4259 0.786261 0.981391 24.1806 5.46399 5.36584 8.84059 8.77536 8.23028 2.18893 0.545085 6.04135 4.43189 1.95611
internal_count=183064 174622 44019 15534 28485 8519 5714 4384 4180 597 3583 401 15449 9129 6320 5507 1330 330 180 813 130603 9273 8697 563 92 8134 7992 7688 7519 121330 355 7100 5541 4774 7401 304 120975 668 7383 419 471 19966 4143 4127 3198 3182 3083 593 99 2490 1806 548
shrinkage=0.1


Tree=98
num_leaves=53
num_cat=0
split_feature=3 16 12 12 12 0 3 9 9 0 2 2 4 4 4 13 13 12 12 13 8 13 8 8 3 12 12 15 14 10 4 4 0 2 9 4 15 12 3 2 13 10 8 0 10 9 9 4 10 2 4 15
split_gain=0.409688 0.211287 0.302791 0.206046 0.189992 0.195973 0.200488 0.17098 0.164186 0.148226 0.171215 0.140902 0.239832 0.206606 0.168551 0.158203 0.183764 0.178561 0.139073 0.233536 0.259 0.235893 0.162519 0.142832 0.135995 0.135417 0.131761 0.24688 0.230003 0.169077 0.16581 0.125805 0.124082 0.145782 0.131562 0.129682 0.142105 0.1238 0.123306 0.141799 0.125384 0.117795 0.277281 0.196244 0.287314 0.204448 0.226601 0.185527 0.229234 0.181156 0.550631 0.24022
threshold=-0.33080712379887695 0.28610947802031012 -1.6824254595288504 2.1023781814587421 2.3362838835671442 0.0017207628116011622 -0.3446215502917766 -0.009122677628777583 -0.0048967901973695632 0.15944901108741763 0.00086024080519564461 0.23349314928054812 0.63279217698245216 1.478612421773015 -0.72110351004247597 0.054606410695042039 0.1827655560252873 -1.1553424535929357 3.6486882529779066 0.0113884006160889 0.00069170685690567938 0.15679151611686534 -0.0056305630747278132 -0.0034896214335248901 0.16039620712399486 -0.10584701873163392 1.5032924548856634 -0.047257157516478028 -0.33179490086128871 -0.00061362070914544381 -0.032214286625759155 1.6874863426925928 0.0065814668778330096 0.015553016215562822 0.017221542931413352 -0.51335957884589478 0.032873413969237826 1.4685750369912816 -0.88486533024115477 0.095309901982545867 -0.11595655461289538 -0.0013031304724640941 -0.0043687489615917832 9.6123869298025979e-05 0.0030665623393013705 0.0057960698599197648 -0.0082669198863301076 -0.46265756618888115 -0.030800486137502667 0.076685987412929549 -1.1984001438149972 -0.064384904770738216
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 11 -3 9 7 -6 -7 -5 -9 26 -11 18 14 15 -13 17 24 -14 41 20 -20 22 -21 -24 -17 31 37 30 29 -29 -28 -15 33 35 -34 36 -4 -1 -30 40 -40 47 -43 44 -44 46 -45 49 -49 -2 51 -51
right_child=1 2 32 4 5 6 -8 8 -10 10 -12 12 13 25 -16 16 -18 -19 19 21 -22 -23 23 -25 -26 -27 27 28 38 -31 -32 -33 34 -35 -36 -37 -38 -39 39 -41 -42 42 43 45 -46 -47 -48 48 -50 50 -52 -53
leaf_value=0.0092171819039017777 -0.010806301197234096 -0.1396623574458572 0.017393901544227871 -0.035311974526811903 0.03403546217268754 -0.01105567580082505 0.10833555498601025 0.11633401343782718 0.041904639498853473 -0.14073121064185065 -0.010509642879344739 0.010439863831508227 -0.058468571868299124 -0.06640118921392725 -0.022747489659749452 -0.052980115114503568 0.027136502518216195 0.014548064345320563 -0.097395904173397677 0.063196981434122973 0.03361356440862958 -0.032571354047925126 -0.10042102997895817 0.020328127535137269 -0.0016218208279163392 -0.022664395966867288 -0.14975211253595674 -0.11799994296761716 -0.037221206869931446 0.011118312958255647 -0.035337072270793655 0.038662314990179185 -0.015584506827796397 0.076579648596708003 -0.074448823676414436 0.066616123193299515 -0.14070395774361952 0.091529534424044545 0.098310233125265017 -0.08117916836520303 0.022497720035475361 -0.0031765359545145376 -0.10705825280448207 -0.0025701279507196577 0.030088279953755754 -0.0030030452847333716 0.01585247922022073 0.023838220635983481 0.00010552889304540757 -0.0047624984314319409 -0.01327469684165309 0.06118540838652109
leaf_weight=29.700113924288477 28.836805232597726 0.20502685124029119 0.10174827219452709 0.16717879120460555 2.9925127269975746 2.33681099218893 0.13201395146825268 0.46232855560083397 0.86826261152646012 0.12293188763578555 0.37027131189461215 1.787987896725556 0.32883217927883279 0.11995608572033223 10.242774242191869 1.1202815111028028 0.76730953384412703 10.534483386193644 0.60958769128046641 0.6137523140932899 0.18885070382839331 1.2981963087513575 0.12104947854822967 0.31948824188657476 0.94485628890470241 4.6809935217115699 0.14402899746983167 0.22509617628384149 0.33990863547933337 0.16941161698196117 0.67686992991139083 0.67295131250284612 1.7242911278003705 0.25543140126683284 0.47476677572331016 0.092480578114190748 0.10207114358490799 0.16650593814483627 0.24090471313502426 0.097893019061302655 1.5341239425470097 37.229619018934443 0.33554852875201291 8.4016737212734736 0.25824249123616028 11.551829713563619 32.416896394505791 4.4178142199798449 49.391210821649963 0.76595791846739336 4.9795630723915556 1.9407912100468818
leaf_count=13738 13665 48 31 71 762 1110 49 85 378 16 250 2595 488 183 26880 707 548 9034 130 207 67 382 38 123 636 3780 66 61 109 27 208 642 1476 82 255 49 21 74 72 67 750 23962 61 5545 55 7401 23852 2234 34290 453 3814 870
internal_value=0 -0.000906569 -0.0273809 0.0100162 0.025665 0.0169064 -0.00395009 0.0570346 0.0689467 0.00678142 -0.0466972 -0.000540181 -0.00675132 0.000197261 -0.0178072 0.00676064 -0.0142265 0.0122469 0.000515424 -0.0202536 -0.0663522 -0.00423125 0.0306271 -0.0154334 -0.0296945 -0.0161934 0.00759786 -0.0109294 0.00422221 -0.0644459 -0.0581327 0.0216712 -0.0181777 0.0236761 -0.0287831 -0.0236667 -0.0666698 0.00972969 0.0168763 0.0269493 0.0336509 0.000879869 0.00343593 0.00808349 -0.0482632 0.00873836 0.0120611 -0.00167245 0.00206118 -0.00717151 0.0064587 0.0426132
internal_weight=0 217.833 2.95582 40.7472 6.95911 5.46134 2.46882 1.49777 1.33059 33.7881 0.493203 214.877 31.2004 19.1697 12.0308 13.6958 2.83245 10.8633 183.677 3.15092 0.798438 2.35249 1.05429 0.440538 2.06514 5.4739 33.2949 3.42824 2.60734 0.394508 0.820899 0.792907 2.75079 0.551731 2.19906 0.2963 0.203819 29.8666 2.21283 1.87292 1.77503 180.526 90.1938 52.9642 0.593791 52.3704 40.8186 90.3321 53.809 36.5231 7.68631 2.70675
internal_count=182497 164604 1962 17893 2455 1921 1159 534 463 15438 266 162642 45493 16018 29475 11413 1891 9522 117149 947 197 750 368 161 1343 4605 15172 1360 1086 88 274 825 1914 183 1731 101 52 13812 998 889 822 116202 60876 36914 116 36798 29397 55326 36524 18802 5137 1323
shrinkage=0.1


Tree=99
num_leaves=53
num_cat=0
split_feature=3 12 8 8 12 2 12 8 4 1 14 6 13 3 4 12 1 12 1 2 8 16 3 3 12 12 13 11 13 13 2 12 16 4 1 6 1 11 1 8 4 6 4 0 4 3 2 6 1 12 11 11
split_gain=0.326083 0.20204 0.263683 0.224708 0.159485 0.173479 0.293769 0.215287 0.163355 0.158669 0.154278 0.173459 0.149255 0.194137 0.134461 0.134109 0.12854 0.238813 0.315329 0.217389 0.216467 0.195794 0.18087 0.205584 0.199685 0.195397 0.216167 0.261612 0.212763 0.172367 0.154238 0.145508 0.144489 0.190467 0.173068 0.232141 0.16515 0.239028 0.186674 0.159852 0.163211 0.148361 0.273533 0.199492 0.187126 0.182414 0.152767 0.232198 0.21985 0.206014 0.179552 0.141832
threshold=-0.26006478257477278 2.1023781814587421 0.0006037140173478728 0.00086754549605378686 -1.1168741478362842 1.8110275959770664e-05 0.55112288866100656 0.0018748647205044813 -1.4317569860190884 0.99601411819458019 -0.33179490086128871 0.19930075493875557 -0.015578695398238206 -0.50470731093082566 0.75285734344332556 0.64038271451184103 0.99521169066429149 3.6486882529779066 0.94057613611221325 0.9676676094532014 0.00051494268107725623 0.024115511223271307 -0.018496292643249031 -0.16043135710060594 3.1772937312776048 0.88507942605706236 0.25838765831837401 -0.013233706908787736 0.15102351751825308 0.38653157303838892 1.8110275959770664e-05 1.2443251605501808 -0.091673144696509182 -1.4614299362318828 0.97813254594802868 0.51289710789669718 0.98898503184318554 -0.10081818526521412 0.99318313598632824 -0.015522620881261303 1.3084700161966323 0.3061130881266923 -0.41468597073087116 0.041895134374499328 -0.50626165248523802 -0.12159533426165579 0.0068852310068905362 0.51289710789669718 0.082598682492971434 1.3398248746231083 -0.040608406961863547 -0.026318494064588391
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 -4 -1 6 12 15 -7 -5 11 -3 13 -6 -14 -8 17 32 19 20 -19 -20 23 24 30 26 27 -25 51 -24 -18 -30 33 -2 41 -36 37 -35 39 -38 -41 -34 43 44 -43 -45 47 -44 -48 -50 -49 -27
right_child=16 2 3 9 5 8 7 -9 -10 -11 -12 -13 14 -15 -16 -17 22 18 21 -21 -22 -23 29 25 -26 28 -28 -29 31 -31 -32 -33 34 36 35 -37 38 -39 -40 40 -42 42 46 45 -46 -47 48 50 49 -51 -52 -53
leaf_value=0.018429920941275567 -0.039399984126582133 0.091326503117992716 -0.10461209737001531 0.013704505350973723 -0.083343250354870779 0.051113833728809635 -0.09244460287788929 0.051753673483290921 -0.0020667356827769666 -0.071922819639434157 0.024816266352679361 0.008586060557172169 0.11183675661247112 0.041248473235286576 0.042838552564730577 -0.0079601764657362146 -0.042275119181908835 -0.019752472057279775 -0.07692970385284803 -0.04245376358956824 0.067567576925871856 0.069843008649635996 -0.024373695461178527 -0.071305555761150149 -0.089814122929717466 0.12928289423469563 0.10836036511900238 0.035198445536384793 0.080049805374133184 0.089669109325769145 0.05879632934665914 -0.0066889130241587214 0.00041567890909645811 0.075325344617044876 0.01335820526579957 0.12455739501508981 -0.014119293551646546 -0.0044971037971231181 0.00071343396854825557 0.037235025894648492 -0.12682528446290439 -0.035852248374829976 -0.093282067584821715 -0.077670630594482232 0.072717767873459002 0.034000633537166501 -0.045612041928796219 -0.066107922557963425 0.022180447398683464 -0.072404746838553039 0.075248472225014199 0.054093685791124647
leaf_weight=7.5281267905083942 1.7026493509404215 0.78610588947230986 0.20108651497139396 1.6345134206089822 0.18327443782618502 0.57252486135985137 0.1866381764411934 0.58362151434266696 27.215986912502107 0.23144922204028251 5.2081810216818649 0.37577255612995941 0.3345597413645004 0.31406594307191005 1.7424558905513547 2.4147631759187789 0.2536816951323998 0.53223751174482392 1.1943381329801921 0.77244036119463988 0.57597136210461031 0.084825531899696105 1.4452193057663851 0.42991315457038581 0.24844043282791972 0.43145748706592757 0.14566571174236742 0.46010718376464932 0.25768941820206226 0.12846475641890709 0.32470299888518639 0.64228323567476764 154.08084204829606 0.3627305256886818 5.842015875105516 0.17679153508470324 0.3258288049037219 27.696997177247113 0.70149401717299043 0.062377471953367403 0.41946196927165147 1.233675314719221 0.74439546970552217 0.14125238855194822 0.16518416531471336 1.9946927963210324 1.6003710364964265 0.15633544262891519 1.3608489346397616 0.25898211444473407 0.16849901283057989 0.67846631865722862
leaf_count=3787 946 177 54 701 26 235 23 67 14448 68 1970 39 47 40 209 324 32 327 311 528 339 16 792 133 58 54 59 343 56 83 225 228 123703 145 2481 107 157 21883 264 128 88 526 352 77 78 1348 2534 92 1171 158 141 319
internal_value=0 0.00819397 0.0222732 -0.00870526 0.00529376 0.0023379 0.0181054 -0.0022254 -0.00093941 0.00251087 0.0323219 0.065094 0.0431032 -0.00594367 0.0547987 -0.0146019 -0.000835183 -0.00124374 -0.028443 -0.00226245 0.0259773 -0.0663811 0.0143003 0.0258841 -0.0180433 0.0378448 0.00246425 -0.016632 0.0558966 -0.0141755 0.0145267 0.0192058 -0.000809807 -0.00704886 0.000352675 0.016978 -0.00516368 -0.00341867 -0.0371952 -0.0694336 -0.105023 -0.000267149 -0.0136847 0.00690005 -0.0222877 0.0260414 -0.0306069 -0.0630966 -0.0195348 0.00644243 0.00731569 0.0848831
internal_weight=0 49.5131 8.43711 2.06705 41.076 33.5479 5.75938 3.18502 27.7885 1.86596 6.37006 1.16188 2.57436 0.49734 2.07702 2.6014 207.801 202.355 3.15981 1.88065 1.10821 1.27916 5.44609 3.87241 0.826825 3.04558 1.03569 0.89002 2.0099 1.57368 0.578385 0.899973 199.195 31.2715 167.924 6.01881 29.5689 28.0597 1.50916 0.807668 0.481839 161.905 7.82424 3.5348 1.39886 2.13595 4.28943 1.06923 3.2202 1.61983 0.324834 1.10992
internal_count=182497 22215 3009 823 19206 15419 736 414 14683 769 2186 216 322 66 256 347 160282 157900 1521 1194 666 327 2382 1507 315 1192 535 476 657 875 257 284 156379 23611 132768 2588 22665 22028 637 373 216 130180 6477 2029 604 1425 4448 585 3863 1329 233 373
shrinkage=0.1


end of trees

feature_importances:
protbert_core_score_wt=514
protbert_core_features_protein_wt_0_pc=471
proteinsolver_core_score_change=387
protbert_core_score_mut=368
protbert_core_features_protein_wt_8_pc=357
protbert_core_features_protein_wt_5_pc=346
proteinsolver_core_score_mut=304
protbert_core_features_residue_change_0_pc=286
protbert_core_features_protein_change_6_pc=271
protbert_core_features_protein_change_2_pc=267
protbert_core_features_residue_wt_0_pc=262
protbert_core_features_protein_change_4_pc=253
protbert_core_features_residue_change_1_pc=253
protbert_core_features_protein_change_5_pc=236
protbert_core_features_protein_change_8_pc=221
protbert_core_features_residue_change_5_pc=202
protbert_core_features_residue_change_9_pc=202

parameters:
[boosting: gbdt]
[objective: lambdarank]
[metric: ndcg]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 53]
[num_threads: 80]
[force_col_wise: 1]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 18]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.42749]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 2]
[bagging_seed: 3]
[feature_fraction: 0.726846]
[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: 1.27092e-08]
[lambda_l2: 0.0175951]
[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]
[lambdarank_truncation_level: 20]
[lambdarank_norm: 1]
[label_gain: 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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:[]
