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@travisbrady
Created October 26, 2017 16:55
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tree
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=14
objective=lambdarank
feature_names=feat_0 feat_1 feat_2 feat_3 feat_4 feat_5 feat_6 feat_7 feat_8 feat_9 feat_10 feat_11 feat_12 feat_13 feat_14
feature_infos=[1:100] [0:0.4437137246131897] [1.666666613162598e-05:820.75813310700369] [1.673640129955244e-05:556.90296131598006] [0.020689655095338821:257] [1.928600249812007e-05:1] [0.23076923076923078:11] [1:5] [1:20] [0:500] [0:10.186400413513184] [0:1] [0:1] [0.0016478236704276536:1674.2628175707628] [3.0375130990721738e-07:25340.073928934617]
Tree=0
num_leaves=128
num_cat=0
split_feature=0 10 0 0 0 10 4 10 4 10 10 0 4 10 0 0 10 2 0 1 2 0 10 2 0 1 4 10 0 1 2 2 2 2 0 1 10 4 0 10 1 1 1 2 2 0 0 4 2 2 2 2 0 4 2 0 0 2 1 2 2 2 2 1 2 2 1 1 2 2 0 1 0 0 10 10 2 0 2 2 4 0 2 4 10 10 10 1 0 2 10 1 1 2 4 2 2 1 2 10 10 3 2 10 1 3 2 1 10 1 3 0 10 1 5 2 2 10 5 10 2 3 5 10 5 11 12
split_gain=198627.64009160612 28023.728971217759 21164.837995932379 17044.423155761084 9885.6314990888641 8952.1049727605277 3426.0284563456771 2846.8965353904932 2553.0113151051164 2527.4796709524535 2513.6746392412133 1677.3165335342433 1636.6264862705866 1581.1806029831969 1579.4644683701954 1441.2361622454082 1283.0116150193921 1277.156119860442 1269.8730263405887 1140.7256298180641 1065.6379825540321 1057.108664520274 913.87888137815571 887.4628168571835 858.21781637473941 808.24127189675676 797.71081224492991 756.45895011292305 661.32833827190962 622.06587884883129 576.9898682414896 566.77969842796119 543.84279613523086 512.85197756941488 488.49374494285439 470.51041632202578 450.0082868076679 438.60852766418134 418.4465665521775 408.95068689053005 408.50302819739409 402.68638801359987 401.14310639096448 383.97107170157324 374.9413471835328 369.37652626881663 367.40924087847139 347.57299567805148 343.34012129198345 341.11817288320299 337.55578075466281 335.30888539325861 302.91113166482501 298.47935531294206 294.52475387046235 290.87777695401178 249.90755307941322 238.56116988414215 236.63399526495596 222.20454585253901 218.57499703244929 218.56555678004497 195.05770972895334 188.08089368840592 187.08046850533128 184.24076228790602 183.78255181204986 181.22213007446024 180.58035329731453 171.52099158446009 165.95560667431346 161.77897793525881 161.34781552812842 156.91713287427615 155.66612946542114 148.86756908791449 146.30289750205014 142.82901158440836 132.44358398019176 130.40089557099918 123.85731494245238 121.32754022752674 117.6973060759492 115.92572987866151 114.64435905378122 111.89555707261025 111.74100022104332 110.75064009086145 110.03095990555857 109.38992589954842 108.04810135911458 106.59545318927326 106.01203881434776 104.30951888070649 100.2123487355866 100.12591354659071 95.070063457714923 92.407297571071467 87.442528945625554 84.020211173599819 83.845805125827042 81.263200693578256 75.935695830492477 75.169839144087746 73.584000101280253 70.814506585889376 69.786256673223761 68.583249947407239 63.272031373483514 60.925782913203875 60.669385685740053 58.158052143113309 52.17206292955052 50.524494389934262 49.07577408085308 47.361981093480154 47.24868468548982 44.825261354650273 37.860826861968235 36.964099432395187 32.006317560756543 25.52350041486352 25.330676490149926 25.198477361975129 24.75140810638959 20.509421604157978 16.02280583634456
threshold=9.5 0.91144999861717224 3.5 24.5 22.5 0.82915002107620239 2.0263158082962036 0.74185001850128174 2.0263158082962036 1.6940500140190125 1.745449960231781 15.5 2.9128788709640503 0.47724999487400055 1.5 5.5 0.42065000534057617 1.5520390000571018 34.5 0.037655442953109741 1.6216290148235948 1.5 1.5740500092506409 1.7884890861897378 34.5 0.041586706414818764 2.8619047403335571 0.44384999573230743 5.5 0.078994050621986389 1.2308367233938353 1.6216290148235948 1.2977211189121967 0.90880998477430408 32.5 0.054651092737913132 1.4960500001907349 1.1464285850524902 33.5 1.3825500011444092 0.058751385658979416 0.031170811504125595 0.0434560626745224 2.0867147189000042 0.92722767707218634 15.5 16.5 1.1143791079521179 1.3636392389484864 2.246803899117328 1.3333333500267881 1.5018388677321313 6.5 2.8062499761581421 2.4460774760118387 16.5 16.5 1.6364029696014515 0.040907386690378189 0.63513283863583092 3.8181419205618363 2.4000120484608134 2.05717400921655 0.05924450047314167 2.6428272139012647 2.2125853696616455 0.062595132738351822 0.096692804247140884 0.71899613748871682 3.6666924599567086 31.5 0.092180646955966949 5.5 14.5 0.3835500031709671 0.52044999599456787 1.480458091697288 15.5 1.2548411498922658 1.0532288358861996 12.05555534362793 6.5 3.2000167140002143 2.0263158082962036 0.43264999985694885 1.2849499583244324 2.558650016784668 0.14118572324514389 14.5 2.4973512926765484 0.49355000257492065 0.030822773464024067 0.039745572954416275 1.1703817975724384 6.7638888359069824 1.0127114891152822 5.4640212394673089 0.029788094572722912 1.9600077998667667 0.54225000739097595 2.6999000310897827 1.3754486049832135 1.2977211189121967 0.32434999942779541 0.040534259751439095 3.5750499021041766 1.028584217418324 0.039745572954416275 0.54225000739097595 0.078316308557987213 0.76333889175492242 34.5 1.8217499852180481 0.039745572954416275 0.89874997735023499 4.4242270863500002 5.4640212394673089 0.31065000593662262 0.89226540923118591 0.57915002107620239 2.4460774760118387 0.40000388798280062 0.89874997735023499 0.45544999837875366 9.9999996826552254e-21 9.9999996826552254e-21 9.9999996826552254e-21
decision_type=2 2 2 2 2 2 10 2 10 2 2 2 10 2 2 2 2 10 2 8 10 2 2 10 2 8 8 2 2 10 10 10 8 8 2 10 2 8 2 2 10 8 8 10 10 2 2 10 8 10 8 10 2 8 10 2 2 10 10 8 10 10 8 10 10 10 8 10 8 10 2 10 2 2 2 2 8 2 10 8 10 2 10 8 2 2 2 10 2 10 2 8 10 8 10 10 10 8 10 2 2 10 10 2 10 10 10 8 2 10 10 2 2 10 10 10 10 2 10 2 10 8 10 2 10 2 2
left_child=2 4 7 9 6 8 13 14 16 11 18 25 27 48 43 36 49 46 32 56 52 85 29 47 41 76 44 102 65 51 38 45 40 53 62 55 61 -27 80 57 -5 100 93 83 -13 -15 67 74 77 72 -28 -17 87 -20 -30 -21 98 63 97 -44 90 71 -29 -23 73 -18 -35 -8 -43 81 99 -7 -4 -19 -16 -48 -3 -2 -36 -31 -14 -22 -33 110 -54 101 -58 -10 -37 -34 -25 123 114 -26 -40 -49 -59 -24 -11 -32 -12 109 111 -50 112 -93 -60 -85 -72 -9 -1 -6 -41 122 -38 -51 -63 -62 -94 -66 -103 -106 -87 -45 -71 -104 -115
right_child=1 3 5 10 12 15 17 21 20 19 24 26 30 31 23 22 28 64 33 35 69 39 58 60 42 37 50 34 54 79 70 82 89 66 78 88 92 -39 94 104 -42 68 59 91 -46 -47 75 95 103 115 -52 -53 84 -55 -56 -57 86 96 106 -61 117 116 -64 -65 119 -67 -68 -69 -70 124 108 -73 -74 -75 -76 -77 -78 -79 -80 -81 -82 -83 -84 107 -86 113 -88 -89 -90 -91 -92 105 118 -95 -96 -97 -98 -99 -100 -101 -102 120 125 -105 121 -107 -108 -109 -110 -111 -112 -113 -114 126 -116 -117 -118 -119 -120 -121 -122 -123 -124 -125 -126 -127 -128
leaf_value=0.0075816549835947215 -0.0052993595568842913 -0.00087467647544659769 -0.0013507164567298151 -0.003906081697661162 -0.0088515415068245087 0.0046925060816719539 -0.00073019442377269313 0.0084405416779885275 0.0035386862686565372 0.0011987063829777894 -0.0037529788897216238 -0.0017334062401242046 -0.0046955117734064824 -0.0027127514022530891 0.001165253325489465 0.0026279788304032553 0.0020312783798540337 -0.0024311211339521038 -0.0059845312932941324 0.0030100151857965479 0.00077617730257905195 0.0064034403492049599 0.0032677503172885243 0.0011355849340530409 -0.0044551633855680513 -3.1286164872062385e-05 0.00034391434551081382 -0.0067179298043855192 -0.0009395288731464948 0.0055303318772541776 -0.0078246525298091459 -0.0056874113759562729 -0.0052511863147607883 -0.0078428776084976635 -0.0083864110712497334 0.0054075050772306003 0.0062535097897714661 0.002145183987773862 -0.0075286194662094281 0.0071235347774260046 -0.0014211848774084695 0.00097954807022185503 -0.00085080471201368492 -0.0036670288864028185 -0.0037918566695190527 -0.0048191336867631209 -0.0039958085357338184 0.0063245886180939292 -0.0093236812986775049 -0.0059180406025803756 -0.0027144284953724601 0.00037171006697315015 4.9249040113562458e-05 -0.0039259344565115168 -0.0047500876413776949 0.0010111469490652035 -0.0020864798763567745 0.0051818215601601653 0.006494737838566916 -0.0033799600581887498 -0.0044846497210323331 0.0019822840141140593 -0.0089694457301011006 0.0077517435139802734 -0.0074184088250453684 -0.0014511137037181026 -0.0062604850560159207 0.0013537190556249131 -0.0011058391668660841 -0.0041795503540060109 -0.0094917267606514314 0.0064801525998113944 -0.0039491771059514229 -0.0052954223706561223 0.0041701452391121139 -0.0016060532593915574 -0.0033000512983128775 -0.0073893388090164906 -0.00960096872593506 0.0032117317141050344 -0.0023422039364251104 -0.0017579715168216041 -0.0080135928691959946 0.004153989082416122 0.0023758986306375556 0.0091081433805882371 0.00022561896732775093 0.0056288287566213374 0.0035658260865859184 -0.0075562778784554162 0.0035850974957739538 0.0057050000786161197 0.0076072613220854231 -0.0065361474325534652 -0.0057924554173914159 0.0049699562018195578 -0.001866013059509581 0.0046974033082864131 -0.0025953480833547154 -0.0055733416184106099 -0.0014438230621488528 0.0079533714167260832 -0.010564758306319621 -0.0077920024931545364 0.0092755808088341111 0.0027474159587831206 0.0046966525997204104 0.0082198507512151603 -0.0079126319390993797 0.0094079876975830534 0.0060202003982558119 -0.010034443986048608 0.0081565092954464079 0.010301699639309573 0.0041224911420763947 -0.0085602188385939908 -0.0036340483707482324 -0.0007893003138759665 0.0052216229939377337 -0.0054229350590651471 0.0062403223968117046 0.0083558148189391244 0.0072882155393908981 0.001807677640673192 0.0052042796855133223 -0.0096427702650873984 0.0096099211138960094
leaf_count=27610 131191 151536 58094 516645 193596 233088 233238 75877 156326 113766 92659 285282 184704 294058 28500 368373 126417 64572 388081 165964 64125 173619 63208 52135 178273 199059 241150 491246 247085 66447 74904 162064 196849 342425 544916 49007 95353 306151 157751 57240 142354 91988 76294 2716 313149 304242 74586 91982 166492 47030 79409 105595 40454 219098 41564 167145 94480 57616 58859 214302 8795 18998 112924 101218 53525 26487 319633 79073 158545 26289 121841 45309 114085 83249 69068 143222 53272 142278 381698 37673 52625 51338 64582 4097 108376 53300 40833 26189 78432 57937 33116 29147 51779 71608 136742 83775 3113 121797 9759 75670 34056 27910 405085 132508 16001 11475 25352 91970 127618 40912 37654 233182 53111 14135 10149 21160 2771 17321 5760 31594 9769 60614 4735 2223 238 70759 35822
internal_value=0 -0.16208737648399421 0.2125261494166997 -0.080933896566778088 -0.26790490516461163 0.12204693413320669 -0.17543828708656381 0.30611474174179998 0.012203839614561318 0.01174850274355878 -0.18050665394462739 -0.026741298832028339 -0.34338377781846002 -0.23387323969002513 0.23820075739300808 0.18617735986881878 -0.056337876737590303 -0.083336687321501887 -0.21802956495280654 0.080397619914833185 0.091715076383770203 0.34023389775582802 0.15109492137032346 0.18193855091609709 -0.10526665798416926 0.026927619781950653 -0.077732758411623887 -0.37328170181169734 -0.009718264633647028 0.11712243371263088 -0.27319011956142769 -0.18521916152733553 -0.16711845311619397 -0.2600152689671153 -0.34603199143969343 0.11960032181258456 0.23737706810867223 0.057701109278656924 -0.23261931595270285 0.30950634115481623 -0.1408205868375306 -0.046989140091219184 -0.15497192864587306 0.30653240304452795 -0.11700841574271696 -0.15752561897760384 -0.040983135178669521 0.21513736318071011 -0.31731547413543904 -0.16572878859777895 -0.013109815540145491 0.093372196144305072 0.13088435884986813 -0.22048802067555173 -0.059363123424736659 0.089676108945601615 -0.0042782649599202305 0.28445432715587421 0.20759341332934952 -0.11192586874972132 0.063298552413891457 0.20621212145857196 -0.30238413884404636 0.29650497800594861 -0.20536829200985332 0.065797011743582698 -0.29986610367587274 -0.0066585347922417121 -0.011343127931507789 -0.033730952944819557 -0.33424219516735654 0.21417054449591172 -0.12717012732647007 -0.16686378508062036 0.14755263462778651 -0.099334771197462562 -0.061026137141535354 -0.26876925719701261 -0.37748160965651334 0.20521036750238628 -0.17510275841482936 -0.0093046744977239512 -0.26840784223193781 0.32588828020627697 0.078129587058141992 0.38230263290016042 -0.055066034516786759 0.1656267445925616 0.18653906438106777 -0.24413889021862489 0.094841227422462648 0.19960370433401317 0.28163665960137829 -0.2132527123431304 -0.28460503341495003 0.24434878037723745 0.21218355302367092 0.1807823641156884 0.040969280856233289 -0.28200103256670822 -0.1298241745606904 0.36557790053014239 -0.42404063522979241 -0.36661744785760081 0.34404821931435536 0.21583019932899672 0.25695860570777085 0.34582198798242558 -0.36840101341094555 0.37590770383085642 0.28886657545760391 -0.40338762586597665 0.32648952982930651 0.40168481835630671 0.25888332847101536 -0.28340466993838836 0.062757931063897487 -0.077359862832297455 0.31619952571971893 -0.281682924336842 0.32312194461252325 0.36514266175773885 0.38302817816869306 -0.031421863228514306 -0.1698056674642861 -0.44328628085468169 0.41862230087154889
internal_count=14817220 10974876 3842344 5449141 5525735 2465768 2160474 1376576 1155257 2348394 3100747 1629008 3365261 1397415 591584 1310511 681922 763059 2183022 719386 473335 784992 847304 384692 917725 710018 918990 2433406 441553 578088 931855 824946 913785 1269237 1530784 460548 463207 505210 531822 522532 658999 377248 540477 206892 598431 598300 530119 273325 572469 240369 320559 473968 331345 607179 288649 333109 258838 335566 269216 290596 111367 300166 604170 274837 232940 152904 662058 312311 250533 141990 400033 278397 172179 147821 97568 217808 204808 273469 926614 104120 237329 115463 226646 161331 148830 262460 135313 182515 127439 254786 85251 45561 163041 249881 294493 175757 60729 185005 123525 150574 126715 154468 902622 299000 186966 40622 84211 96067 249459 116789 65264 426778 110351 107992 105502 68190 21769 26116 57539 85119 37679 76615 58035 4939 26527 475844 49957
shrinkage=0.023499
Tree=1
num_leaves=128
num_cat=0
split_feature=1 10 4 1 10 6 10 1 1 6 4 10 2 10 6 1 2 4 6 1 6 13 13 1 10 6 10 1 1 13 6 2 4 1 1 13 6 1 1 6 6 2 1 2 2 10 10 13 2 2 2 2 2 10 6 1 13 2 13 13 13 10 10 10 2 13 6 13 10 13 2 12 6 5 10 1 13 10 10 13 10 1 13 7 12 10 4 6 2 5 10 1 1 5 7 5 2 2 1 2 13 6 6 10 1 6 2 6 10 1 4 6 10 2 13 5 1 2 2 6 10 13 1 4 7 2 5
split_gain=1571495.6162024033 880589.7402154837 566284.75296216737 559925.87309842871 412182.21781996707 247087.87841521262 189598.65202342323 176856.62729433947 176383.47905951188 129238.0473759068 128319.67173261959 81534.963430594595 79350.106373317787 72741.330321781919 70297.963384839706 53247.285601960728 49592.425338844187 49427.048351242323 48065.877060428495 45551.866239596056 39668.219847588043 39038.274774463032 37664.440619470697 37571.772795886383 35423.746337690623 29263.758344929694 28478.723413918517 28427.957601936097 26980.174807993768 26980.124568563118 25532.403323727467 24438.224041780526 21744.545960599004 19529.489146056687 19286.034724224388 19198.476962887566 18437.820310047013 17585.430606588365 16919.030225868861 16510.653301032449 15325.680595453057 14801.871890001494 13660.51105177062 13377.447389366007 12180.144012460776 12179.431190349045 11946.771955282427 11599.133577381552 11005.331251890089 9814.3934612219164 9671.2703331212397 9610.5834738350641 8932.447613270444 8763.4807956920486 8660.5272920352872 8334.4030512842583 7660.5550290377796 7513.4904959463456 7106.6407593018084 6558.1903293168325 6293.0276228131261 6079.0322468049417 5963.148880297028 5934.8949575991428 5928.0635696928657 5566.3928290680051 5448.3201546174241 5428.8943904811749 5095.7400306884774 4790.7714770498133 4788.2392218309687 4784.7041974598351 4695.7828026791485 4649.8868985355193 4610.7602386882645 4471.9716671766801 4365.2275440745707 3927.9594413754348 3917.1325890634325 3676.7392031217023 3559.5965797383833 3511.6884874166685 3429.0022715550149 3282.8969964032731 3272.7663873706283 3132.9167908265372 3025.349166623666 2877.6954905074563 2807.717730578137 2745.7226019005902 2656.6081143925549 2444.0414357587579 2161.275383297273 2136.5604056263255 2123.3150023307389 2084.1037250285008 1914.4106112037916 1827.2007491437853 1789.313798640731 1775.8718318818687 1769.153958724477 1655.1038816713844 1515.8899360515497 1437.4731468861664 1359.1272449186972 1320.7187929478205 1312.2840517812147 1296.6424960155855 1271.5599793133242 1223.1318748442573 956.11725785204908 924.56179289383908 923.28170513939403 847.90883546195982 836.83158980041208 819.39533963210101 817.29676485265372 782.62626987495605 779.5190048102013 655.6109229946137 345.20761290867813 328.25061425790773 324.83284621523558 296.71553808125191 296.56801961618817 227.16270530332986 203.53422503330512
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decision_type=8 2 10 10 2 10 2 10 10 10 8 2 10 2 10 10 10 8 10 8 10 8 8 10 2 10 2 10 10 8 10 8 8 10 10 10 10 10 10 10 10 10 10 10 10 2 2 8 10 10 10 10 10 2 10 10 8 10 8 10 8 2 2 2 10 10 10 8 2 8 10 2 10 10 2 10 8 2 2 8 2 10 10 10 2 2 10 10 8 10 2 10 10 8 10 10 10 10 10 8 8 10 10 2 10 10 10 10 2 10 10 10 2 8 10 10 10 8 8 8 2 8 10 10 10 10 10
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num_leaves=128
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decision_type=2 2 2 2 2 2 2 2 2 10 10 2 2 2 10 10 8 2 8 10 2 10 10 2 2 2 10 2 10 2 10 2 2 2 10 2 2 2 10 2 2 2 10 8 2 10 10 10 8 10 8 2 10 10 10 10 8 10 8 10 8 10 2 10 2 10 10 10 2 10 10 8 10 2 10 2 2 10 10 10 2 10 10 10 2 10 10 2 8 10 10 2 2 2 10 2 10 10 8 2 8 10 10 10 10 10 10 2 10 2 2 10 2 2 10 8 2 8 8 2 2 2 10 10 2 8 2
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decision_type=8 2 2 10 10 8 10 8 10 10 2 2 2 2 8 8 10 10 10 10 10 10 8 10 10 10 10 8 10 2 10 2 10 10 10 10 10 10 10 8 2 10 10 8 10 10 8 10 2 10 10 2 10 10 8 10 2 10 2 8 10 8 10 8 2 10 8 2 8 10 10 8 8 10 10 8 8 10 8 10 8 8 8 8 10 10 8 10 8 2 2 2 8 8 10 10 10 8 10 2 8 8 2 10 8 10 10 2 8 8 10 10 10 8 10 8 10 8 10 8 8 10 2 8 10 10 10
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decision_type=2 2 2 2 2 2 2 2 2 10 2 10 2 2 10 10 2 10 2 2 2 2 2 8 10 2 10 2 8 2 2 2 10 10 10 10 10 8 8 8 10 2 2 8 8 8 8 8 10 8 10 8 10 10 10 2 2 8 2 2 10 10 8 10 8 10 2 2 8 8 10 10 10 8 8 8 2 8 8 2 8 10 8 2 2 10 10 8 2 8 10 10 10 10 8 8 2 8 10 2 10 8 8 8 2 10 2 10 10 8 2 10 10 10 8 10 10 8 10 8 10 2 8 2 2 10 2
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shrinkage=0.0132245
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num_leaves=128
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decision_type=2 2 2 2 2 2 2 2 2 2 10 2 2 2 10 8 2 10 8 2 10 2 10 2 8 2 10 2 2 10 10 2 10 2 10 2 10 2 10 2 8 2 8 8 2 10 10 2 10 10 10 10 2 8 10 8 10 2 10 10 10 10 8 8 10 8 10 2 2 8 10 2 2 10 10 2 10 10 8 8 8 2 10 10 2 8 2 10 8 8 10 10 10 2 2 2 10 8 2 8 2 2 10 2 10 10 10 2 10 8 2 2 2 2 2 2 10 2 8 2 2 10 2 2 8 2 8
left_child=1 6 5 12 10 7 8 17 22 13 23 58 20 40 32 49 60 57 34 28 25 30 46 71 41 36 31 45 59 39 50 -17 37 43 -15 76 -4 -9 44 86 51 83 74 96 -24 67 62 79 75 61 -14 -6 78 105 -45 93 -20 119 120 64 112 -10 -1 102 -5 82 -42 -12 88 -67 -55 103 -41 -27 -29 -19 -25 -37 -26 122 94 -57 -60 -18 -81 -47 -11 -59 -22 -32 101 -65 -50 -30 -31 -70 -13 -43 -40 -54 -28 -35 -23 -3 -73 -16 107 -49 -34 -44 -82 115 118 -61 -51 -62 -48 -92 -7 -2 126 -122 -21 -114 -113 -108 -8
right_child=2 4 3 19 9 16 11 14 15 29 27 33 21 18 53 26 24 48 56 47 68 63 38 35 52 73 100 42 55 80 89 -33 108 90 -36 77 -38 -39 98 72 66 97 109 54 -46 85 116 106 92 114 -52 -53 99 70 -56 81 -58 87 65 113 111 -63 -64 91 -66 69 -68 -69 95 -71 -72 104 -74 -75 -76 -77 -78 -79 -80 84 110 -83 -84 -85 -86 -87 -88 -89 -90 -91 117 -93 -94 -95 -96 -97 -98 -99 -100 -101 -102 -103 -104 -105 -106 -107 125 -109 -110 -111 -112 124 123 -115 -116 -117 -118 -119 -120 -121 121 -123 -124 -125 -126 -127 -128
leaf_value=0.0018358561137391068 -0.0038018049669995826 -0.0025354210877777824 -0.0012472979868382941 -0.0024521797042154239 0.0013044141075622688 -0.0037917804056498755 0.0041907756988125563 -0.0018584660295443895 0.0010687550106781589 0.0011196455471858574 -0.00057055128838086192 0.0020383971995630674 -0.00192373129609074 -0.0002118419854193679 -0.0016486077490856271 -0.000100729310080197 -0.0031991545819217656 -0.0035693782093262614 0.00038848575335835253 -0.0039282402768427678 -0.00020226747696531404 -0.0010684249413609342 0.00065552055238255445 -0.0010090384323095823 -0.0031132386828009772 0.00018134316582864432 -0.0032943525219985997 -0.00083521222599503117 -0.0023988920613225453 0.0020127839642528813 -0.0018477297909691671 0.00075354232517505979 -0.00060316576301672838 0.0019538466354776986 -0.0013523251226042594 -0.0020247688914070451 -0.0004237000931132491 -0.00266210143613915 -5.642096370259758e-05 0.0003027294870438554 0.00061580331003638562 -0.0014863686488868124 -0.001573782945332277 0.0014477152116008391 0.0014768718570084684 -0.00060971789099976731 0.00060807624719349206 -0.0017881811046876275 -0.0013129715780726156 -0.0014689832770775231 -0.00094254689028088205 -0.00028840834835172716 -0.0038524979962557436 -0.00071140564072675423 0.00068077017021471627 -0.0014422999630479504 0.001628584197064409 -0.0030433135748575476 0.0025655736368099613 -0.0031775132021129057 -0.0039453528887804807 0.0017516023035092994 0.0025091644759173445 -0.00031536483458984141 -0.001206539524511637 0.0022527510344662531 -0.00029871925208344513 0.00044418726161928577 0.001745288973397415 0.00172503515594858 -0.0027442515685410524 -0.0026289328271905639 0.0011507546486102446 -0.0014558924289628183 0.00021625068273933468 -0.0023651817450740307 -4.8429531478849557e-05 -0.00084180634942628561 -0.001940860630296252 -0.003055611686358014 0.0018220255981867771 -0.00031381756336171018 0.0012515468023994757 -0.0040674077868218736 -0.00079177844891885254 -0.0026395365219374829 0.0020071020428977467 -0.0039857860424441826 0.00090486735739815757 -0.00042141281133381927 0.0018766805077143733 0.00093307552314907507 -0.0030260684500098434 -0.00073142203849678651 0.0010650710010570866 0.00069681588795447225 0.0010845688193897849 -0.004199832989184314 -0.0024181745007857513 -0.0029668429182294546 -0.0012693992892283913 0.0024313970786793292 -0.0036504519238050826 -0.0012662106273641828 -0.0040748043443022599 -0.0030684667177601258 -0.0026405052339659781 0.0010532160383052431 -0.0030814995514707329 -0.0028339531589657392 0.0026924378088322739 -0.0046482993403904257 -0.0048325279634967872 -0.0043340602490579572 7.1258126380957363e-05 -0.0029441748923807612 -0.0033254708626307156 0.00088203770114219065 -0.0044579481663270673 -0.0043615950272134357 0.0032273837187533011 -0.00012102117492213245 -0.0023126491079292497 -0.0043973847098149645 -0.0039087795438965487 -0.0037227605957173846 0.0035640482803882666
leaf_count=115078 145136 35154 299762 439464 96662 93137 649 464768 97389 111691 49451 45301 507358 475185 93738 127990 656486 91871 230854 185524 72569 94713 42469 149474 97626 173122 14090 162836 169779 7399 25497 216938 53541 57769 100794 203670 263376 612451 6222 127674 202370 8160 30974 180390 91903 24126 7844 66526 116099 4805 94225 15844 147143 271284 42875 244883 12478 500940 59156 79962 50036 56677 17979 125944 61453 81426 51496 155904 9775 31381 24358 188575 32415 16242 37343 276379 53995 49313 179861 402126 30544 35518 2956 197343 8528 22582 10160 156147 16907 96491 2772 9226 26889 13683 35954 32971 7460 802842 9631 205221 22687 16538 4859 56995 33681 24568 10485 1636 6489 35364 3787 47039 737829 39057 6506 89853 146 6419 367153 266190 1242 86 4210 123870 57618 8848 918
internal_value=0 0.061575886078120722 -0.11746568135669939 -0.070722123298852427 0.011605726362203476 -0.16622951835473093 0.095297291954433566 -0.12914820730377091 0.073108912503048545 0.033690548683212036 -0.048558099667694546 0.11487568809111962 -0.038879976685070539 0.017112605180319235 -0.10222756694544609 0.046203113574741911 -0.2176967764930976 -0.17312333575548325 -0.0012396362033050875 -0.13553220058822421 -0.016895838304235845 -0.068053104313367391 0.095340203102682111 -0.088473607449574068 -0.19949217012185697 -0.029813247765100602 0.026529199939871833 -0.016288148474114111 -0.11662871892226848 0.066180491437038608 -0.086999885122264406 0.031158060441955068 -0.12556474868442127 0.096658873054231778 -0.020483476347709643 -0.067809508243553931 -0.047342277725774116 -0.13291377608511307 0.072497261646063335 0.05312108137599731 0.042494117019595865 -0.218187652255763 -0.049453180955693739 0.08721181222399306 0.076021881339716629 0.0063326611221607996 0.11111864770847282 -0.17538697588379709 -0.13216402397441784 0.077507030979384967 -0.10122945182295852 0.067680335265490152 -0.16296510114876406 -0.060429243518407533 0.079384627643252589 -0.091773100915889097 0.029966041884665579 -0.20620372948550802 0.1361114591596459 -0.14305413351384957 -0.25744148601039635 0.082011878534530958 0.11447090900039886 -0.029027595621000206 -0.13230707352268226 0.13427939053113405 0.029131542454329001 0.015120060341075667 0.029207713888900609 0.12539299909612914 -0.046907935423906123 -0.13898426347585835 0.03039103774786862 0.0048435729500666304 -0.034785785594316949 -0.15361862416155567 -0.040807313860421739 -0.10221784202271932 -0.1343880470782787 -0.18867982317701465 0.095023865456396281 -0.07443451079786953 0.14830642980456424 -0.19783488686778131 -0.17498800031501846 -0.070919758219655293 0.071802027465227999 -0.18958375155595464 0.0040092715902151597 -0.03633797318473847 0.11840856690334914 -0.010470966313382258 -0.089113195448456112 -0.1310977941458891 0.074947787919501394 0.059491959954042682 0.11412597836372715 -0.24483586410984878 -0.060278138484720585 -0.19359610298751961 -0.10763649027970298 0.12227460474015212 -0.068344310768477676 -0.097768194997942329 -0.1643101941382259 -0.10870783865477407 -0.11176965519021964 -0.095623050255483136 -0.043586591892895897 -0.12305913695123853 0.11523359829859861 -0.21317096068105112 -0.27012203667369911 -0.20486952808259717 -0.025068000099752609 -0.19266740509211863 0.032239160787086205 0.071426756203307254 -0.25362839784348706 -0.24376936820928305 0.20819225876845454 0.18092830439183885 -0.22815668739572628 -0.28019849993382445 -0.2473343321454152 -0.18372870663270693 0.22614661069752226
internal_count=14817220 4210436 10606784 3614719 2834744 6992065 1375692 3130848 838354 1545307 1289437 537338 1843037 1185683 1551197 547082 3861217 1579651 819311 1771682 884724 958313 291272 770857 2294682 752502 381705 518580 1083799 359624 723571 344928 1137249 359524 575979 456452 563138 1077219 150225 281940 366372 1664831 266517 276026 134372 252063 141047 687883 511238 165377 601583 112506 629851 413948 223265 463863 243332 1068413 177814 619936 1566535 154066 133057 234742 500917 174919 253866 205355 132222 112807 295642 314405 160089 189364 200179 368250 203469 252983 277487 600388 77684 280401 62112 853829 410654 46708 121851 657087 89476 121988 83498 135170 142988 183462 43353 42746 52761 811002 15853 352364 36777 74307 99572 92149 222256 118306 87495 68162 60030 66338 34331 244546 1321989 119019 11311 139889 7990 9191 460290 411326 2895 1328 189734 861699 104657 19333 1567
shrinkage=0.0169886
Tree=58
num_leaves=128
num_cat=0
split_feature=0 0 10 0 10 0 10 2 10 0 4 4 0 10 0 10 0 10 6 1 10 4 2 0 0 10 4 3 6 1 10 1 3 0 5 4 0 6 2 10 0 3 5 10 4 10 10 5 0 5 2 2 6 10 2 10 4 2 6 5 1 0 0 10 6 6 1 2 4 0 1 0 2 1 6 0 4 2 1 10 2 5 3 2 0 1 2 2 4 0 4 10 2 1 6 10 0 11 10 6 5 2 6 3 6 0 5 6 4 6 2 2 1 6 9 1 10 7 4 7 2 2 7 0 7 10 4
split_gain=267975.15584581473 39971.448921298259 29307.489188373263 17598.78955745681 12612.535374171139 9641.6234692433209 6378.0613648906146 4759.0473030536796 4453.6500218300916 4234.9748405570426 3684.2241401446954 3015.4603738515088 2766.025435876285 2325.7867545525223 2157.4789367876965 2023.7808346006782 1962.4103858180479 1890.1228834292997 1879.2089136287213 1808.4060832910939 1577.2597019721434 1510.0282465594792 1425.6012241390308 1349.2896978405856 1259.9377086169629 1219.0977836151119 1161.0027698331105 1140.5158060106364 1126.9879900631022 1053.3763412103083 1010.9064678145951 994.48087611611481 979.14234272742578 974.5838442496804 945.49068550929587 835.57773092876869 832.87350646829145 828.2911368899222 827.6632777949925 779.62855118590232 734.83423743065759 706.69687976216665 685.3960297253534 683.49426785397759 663.87345472107654 662.75016165642955 619.43149420769896 614.67776571870286 611.33487959860668 598.97567433194581 586.37830756155381 578.88398694257921 568.11828541493378 556.34795715209657 554.87483534665625 554.73072971906095 536.40959970616859 506.6726705593137 501.51706055347677 492.37111006164196 481.7151083134795 478.56080900979578 476.2075799260565 460.34029718009697 452.18325633083032 449.15883513457123 444.00502952029001 442.79171257271014 439.98002014518488 438.56108747348389 435.5509480914825 432.32007172847807 422.66678534512494 415.10914522864186 410.94965888336856 409.10447077386482 396.28208029545567 368.5441921260765 368.11607446883841 354.18130808841852 354.12035876236405 353.5886643333215 350.59899741746773 330.1385586098404 321.47024085614794 310.72607699989339 307.81554130977975 304.56719556422468 289.98091036920732 285.04097188514334 268.60767948031031 265.38508248243363 265.11205495868171 258.26689410069866 244.60912171386917 236.88967896029635 227.18641205393396 213.86886839021099 211.42226299581307 208.2699299311862 203.1124269226342 202.386463435195 190.70909649214536 182.66837147055412 163.907332892868 162.60190705248351 149.53096022956197 137.99729964830749 137.7611057647344 134.1662177319829 133.40121627553162 126.00080757584146 108.12910983953043 104.73905478895722 100.48946773335547 99.173658496010376 88.642773087842215 75.267729284687732 74.218046678091071 74.061179852792861 69.389096326330218 67.973048038425077 65.029707152566743 58.907190364810958 48.857168821533833 43.168286216339766 28.422252441560886
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decision_type=2 2 2 2 2 2 2 8 2 2 10 8 2 2 2 2 2 2 8 10 2 10 10 2 2 2 8 8 10 10 2 8 10 2 10 10 2 10 8 2 2 10 10 2 10 2 2 10 2 10 8 10 8 2 10 2 8 8 10 10 10 2 2 2 8 8 8 10 8 2 10 2 8 10 8 2 10 8 10 2 8 10 10 10 2 8 10 8 8 2 8 2 10 8 10 2 2 2 2 10 10 10 10 10 10 2 8 10 10 10 8 8 10 10 2 10 2 10 10 10 10 8 10 2 8 2 10
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