tree
version=v3
num_class=1
num_tree_per_iteration=1
label_index=0
max_feature_idx=15
objective=lambdarank
feature_names=proteinsolver_core_score_mut proteinsolver_interface_score_mut protbert_core_score_mut protbert_core_score_change proteinsolver_core2interface_score_wt protbert_core_features_protein_wt_7_pc protbert_core_features_residue_wt_4_pc protbert_core_features_residue_change_0_pc protbert_core_features_residue_change_1_pc protbert_interface_features_protein_wt_2_pc protbert_interface_features_protein_wt_3_pc protbert_interface_features_protein_change_1_pc protbert_interface_features_protein_change_6_pc protbert_interface_features_protein_change_7_pc protbert_core2interface_features_residue_wt_7_pc protbert_core2interface_features_residue_wt_9_pc
feature_infos=[1.7579040445525607e-08:0.99963247776031494] [2.6228285321394651e-08:0.99947136640548706] [8.8121964836318512e-08:0.99942398071289062] [-0.99933466831134865:0.99933466831134865] [-0.83338408172130585:0.91665751487016678] [-0.78957274467637495:0.80767350639326341] [-1.9413662227434518:2.6848867536476808] [-2.1252915226298748:2.1252915226298748] [-2.2081074222896802:2.2081074222896802] [-0.85832338556946508:1.2038601285608035] [-0.60579645721693443:1.2629317243331541] [-0.8690734758954417:0.8690734758954417] [-0.25305914240621502:0.25305914240621502] [-0.22183776132229402:0.22183776132229402] [-2.0864488589950261:2.371004200421948] [-1.6731805837268394:1.9940098388906096]
tree_sizes=3999 3992 3985 4037 3992 4025 4006 4004 4017 4006 4034 4010 4027 4026 4063 4042 4041 4044 4011 4004 4028 4030 4022 4029 4044 4065 4042 4047 4066 4069 4070 4055 4080 4034 4060 4056 4060 4052 4061 4052 4064 4076 4057 4051 4047 4040 4083 4060 4080 4059 4048 4052 4058 4067 4074 4066 4038 4066 4067 4080 4062 4089 4056 4109 4075 4037 4063 4093 4090 4086 4086 4063 4085 4041 4105 4077 4078 4080 4067 4059 4068 4087 4098 4079 4062 4046 4059 4067 4086 4062 4090 4067 4056 4065 4089 4094 4069 4083 4030 4062

Tree=0
num_leaves=36
num_cat=0
split_feature=2 2 2 4 4 8 8 2 10 10 10 2 10 4 6 10 8 2 4 10 2 10 10 10 13 10 11 10 11 10 10 8 4 4 10
split_gain=597.677 115.867 110.328 34.5452 24.8652 23.5568 18.5129 9.284 7.73289 6.58481 12.9505 5.70866 5.51319 4.50876 4.43246 4.00347 3.3155 3.25086 3.01672 2.98387 3.59076 2.9616 15.0843 2.90997 2.7368 2.60883 2.58014 2.54743 2.54581 2.4123 2.24315 2.19951 2.14469 1.9789 1.85619
threshold=0.061866750940680511 0.49037726223468786 0.0028057419694960122 0.011694855988025667 0.04729161877185107 1.0000000180025095e-35 0.089989929636235852 0.89138278365135204 0.029580786931256976 0.68616721963547589 0.6861634150630862 0.015184409450739624 -0.063758888514185152 0.062298396602272994 -0.91936258194869591 -0.45095191509853044 -0.085789969338742125 0.00088269237312488269 0.00014898121298756453 0.83702314122937227 0.15596342831850055 0.68616721963547589 0.6861634150630862 -0.073211680251056524 0.00036698205167660832 -0.063758737991832751 0.018253111490158187 0.64741276105088474 0.00086179325177479363 -0.45095191509853044 0.68616721963547589 0.20922401810484023 0.00058896868722513329 0.1002468839287758 -0.092885266372629255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 5 6 11 8 24 12 10 14 -4 -2 29 -7 -13 -17 34 -8 21 -21 22 27 -9 -3 -14 -16 -10 -27 -5 -31 -11 -26 -6 -1
right_child=1 7 3 13 33 9 18 23 19 31 -12 15 25 -15 26 16 -18 -19 -20 20 -22 -23 -24 -25 32 28 -28 -29 -30 30 -32 -33 -34 -35 -36
leaf_value=0.1429997232512534 -0.015600610531356245 -0.08240673547755617 0.084445250481097855 -0.094618891980739611 0.044624303946333876 -0.13821260836010604 -0.088256994527031465 -0.12418361700508512 -0.043464964812526312 -0.067742973597754316 0.16450518819350307 -0.12636697104874312 0.1073462280279039 0.13054450200987086 -0.0090971428371862933 0.064317362431601022 0.015255422288636647 0.12893695198954075 -0.041099458975332438 0.10673229969051257 -0.097904937672217793 -0.10271779495697664 0.14615898365846844 -0.15359504196670135 -0.12852121135990774 0.051191173953987118 -0.078619819022062068 -0.11649807263594383 -0.010955175634989692 0.092147013135755115 0.0038883664725992404 -0.1714376284363755 -0.074737734876934539 0.11465887034558342 0.17020891359367221
leaf_weight=35.457714559190208 41.361243797400675 38.978303777083056 36.195825662878633 0.78239892827696067 6.2986258750024744 3.2139046687516375 51.12713160009298 51.782026369037339 12.248259766420238 5.9710804435308074 3.8915049945935598 1.5217692265578069 4.8079362879507235 35.35510066318966 45.842458835708385 25.721107892764849 29.654177871998399 38.677437951941101 18.464547689676692 2.5094257070450108 1.302541639190167 9.8328828922822122 3.7658704216592005 96.01790847981465 38.419548981713888 17.371083607489712 6.0416696180182035 7.8286247495561829 10.622469215421004 28.228391322540123 3.2068121866905122 3.1115076045971364 9.1872131509589945 11.224281410803085 85.599166120911832
leaf_count=3603 5301 3486 4127 48 906 168 4195 3834 1922 420 317 103 554 4349 5310 2818 3385 4311 1831 224 101 687 329 5358 2720 1751 536 451 1086 3631 279 93 899 1337 7531
internal_value=0 -0.0804292 0.0904032 0.0458691 -0.0242655 0.0207053 -0.0352631 -0.128058 -0.0100308 -0.0240038 -0.0117997 0.0533979 0.00867994 0.105886 -0.0242519 0.0336467 0.0380441 0.154176 -0.0757448 -0.0470469 0.0368082 -0.056539 -0.0374946 -0.143291 -0.102055 0.0392967 -0.0171927 -0.0719429 0.027609 0.0788265 0.0831434 -0.103267 -0.118142 0.0894849 0.162239
internal_weight=0 433.15 388.472 228.738 198.765 161.165 181.242 234.385 111.65 68.0721 58.9895 93.0929 74.1627 67.5727 55.098 56.8971 55.3753 159.734 69.5917 37.4876 3.81197 33.6756 23.8428 147.8 86.5851 32.8015 51.8841 20.0769 27.9936 32.2176 31.4352 9.08259 47.6068 17.5229 121.057
internal_count=78001 36972 41029 25584 20675 17277 18432 16297 12406 6844 6331 10433 8692 8307 6014 6306 6203 15445 6026 3714 325 3389 2702 9192 7105 3391 5846 2373 2837 3958 3910 513 3619 2243 11134
shrinkage=0.1


Tree=1
num_leaves=36
num_cat=0
split_feature=1 1 1 7 1 5 1 5 1 5 10 10 7 7 5 1 11 1 1 1 10 9 11 1 9 10 5 9 9 5 9 5 10 15 10
split_gain=834.82 128.947 126.138 32.0195 28.2597 22.5899 23.4842 19.3346 15.4905 13.581 11.18 14.7716 9.54796 9.48833 9.47414 8.99942 8.91302 8.44058 7.73755 6.14044 5.81925 5.78696 7.50973 5.64592 5.51004 4.84016 4.571 7.64731 4.44787 4.3178 4.30345 4.22489 4.20602 4.06809 4.41179
threshold=0.036697518080472953 0.24252910166978839 0.0020694554550573234 0.076607865723750862 8.4204610175220309e-05 -0.023658544560460498 0.016443051397800449 -0.037933910615195347 0.10638941451907159 0.008479727502896375 -0.10619913052913645 0.013667712065352619 0.12880349574337271 -0.20907346123753676 0.08362059141681101 0.016443051397800449 -0.0054753350230453387 0.39144438505172735 0.090598940849304213 0.000364005973096937 0.68616721963547589 0.8561393482908527 0.0018902594334631172 1.3905876585340595e-05 -0.11976103170062398 0.68616721963547589 -0.11198204363291177 -0.25549050648264954 0.40466098322526595 -0.014397294082312604 0.83158653634780355 -0.63634465056693845 0.6861634150630862 0.45972124173948781 0.68616721963547589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 8 23 6 26 -6 30 13 16 15 20 -9 -11 -12 -7 -3 -5 -16 -8 24 -23 -1 -21 31 27 -4 -20 -17 33 -10 -33 34 -2
right_child=1 17 5 18 7 10 12 9 25 14 11 -13 -14 -15 19 29 -18 -19 28 21 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 -32 32 -34 -35 -36
leaf_value=0.13278961804286468 -0.0042137205153327728 -0.098984649182827095 -0.05931621948331154 -0.055663669276450889 0.11064729579101173 0.084653899937824795 0.02608775387469911 0.0010598674502403449 0.095150690835085316 0.16492022389843228 0.0031044045272705409 0.039686300132384944 -0.062019084352607216 0.05166597260070678 0.098051912888450068 -0.13780547788648645 0.014735320534672381 -0.13183198264547372 -0.10074082018351707 0.048104792522373693 -0.11811663105064588 -0.0079105342538454988 0.078880242757478444 0.097966236907926024 0.10487601132331521 -0.11257837121043862 0.090398972515741444 0.062741249439197705 -0.047011879587661731 -0.02827545588144327 -0.065264501105284464 -0.052342458499128608 0.053166581063231404 -0.061116249844192977 -0.057484900536786038
leaf_weight=73.463996142148972 227.34343625383917 122.313652497367 5.4789121635258189 110.01703274424654 82.191039713099599 31.249136864906177 81.495330518111587 45.898931302828714 2.040877735707908 11.794124105479566 252.90292590437457 84.258075266843662 16.509228597860783 192.16659791441634 59.565447110217065 3.7395995664410284 43.76930009922944 217.05335235374514 100.3233876680024 34.858504375908524 2.8979119004216036 23.814815991558135 17.148426993750036 127.1207075798884 33.551065415143967 12.450197550002484 63.147113858954981 81.328174712136388 18.20328191225417 95.811327504459769 15.479416867718099 149.79149604757549 3.8760241819545618 15.23690096568316 16.68755393428728
leaf_count=932 8040 6155 173 4592 1501 670 2191 833 65 170 6570 2120 557 3057 985 284 1322 11304 4908 544 130 494 401 1845 633 444 1499 1726 867 4076 755 6687 103 779 589
internal_value=0 -0.0697542 0.0484007 -0.0443621 0.0790018 0.0202479 0.0448301 0.0663024 -0.0286755 0.0575995 0.00819743 0.00207129 0.00753055 0.0419091 0.0782673 -0.006921 0.0438601 -0.119993 -0.074762 0.0722178 0.021136 0.0581483 0.0284227 0.11072 0.0759479 -0.0525802 0.0699285 0.0550375 -0.0924891 -0.0323899 -0.0140446 -0.0477828 -0.0496812 -0.0109866 -0.00785656
internal_weight=0 1010.82 1464.16 671.45 701.574 762.587 250.857 500.989 442.906 418.798 511.73 436.712 100.902 238.066 180.732 352.454 75.0184 339.367 228.544 168.938 84.3932 109.373 40.9632 200.585 68.4096 168.159 149.954 86.8071 118.527 99.5509 274.747 155.708 153.668 259.268 244.031
internal_count=78001 45288 32713 27829 11395 21318 6276 8618 17462 7117 15042 13050 2878 3890 3227 10930 1992 17459 10367 3057 2321 2072 895 2777 1177 7299 3398 1899 5775 4360 10163 6855 6790 9408 8629
shrinkage=0.1


Tree=2
num_leaves=36
num_cat=0
split_feature=2 2 2 0 0 8 0 8 9 9 0 6 2 9 8 0 2 2 9 2 9 9 8 9 2 12 6 9 0 12 0 2 9 0 8
split_gain=806.157 235.579 53.3852 42.998 25.2859 24.7006 20.5562 19.1536 18.0908 12.6138 8.95394 8.89516 7.50354 7.64372 7.2047 7.20241 6.80068 6.49039 8.0352 5.97962 5.26503 5.2419 4.93278 4.79622 4.85595 4.56205 4.25122 4.05061 3.97142 3.45825 3.3938 3.3679 3.3448 3.85586 3.30889
threshold=0.081994693726301207 0.0018661528010852637 0.3153007179498673 0.10069752112030984 0.00030817792867310351 -0.13544033081728349 0.014125814661383631 0.030657400145452051 0.8561393482908527 -0.28101977680365803 0.012220596894621851 -0.4036355589934057 3.3613476261962212e-05 -0.51857902193855698 0.25609511584180888 0.27238313853740698 0.031325247138738639 0.00010752715388662183 0.12526105051418418 0.022208577953279022 -0.20545975717611645 -0.42449237182921723 -0.070997489174909584 0.8561393482908527 0.0075596261303871879 0.013496646397466325 -0.24882946364409794 0.85628955194357415 0.0096264458261430281 -0.0075266533509806876 0.024936643429100517 0.56794211268424999 0.12004935862224768 0.0043423289898782977 -0.06388604780490463
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 5 12 21 8 10 11 29 26 19 -1 -14 23 16 22 -11 20 -7 25 -3 -5 24 -8 -19 -2 -25 -9 -6 -22 -4 33 -23 -20
right_child=2 3 31 15 9 6 14 28 -10 17 -12 -13 13 -15 -16 -17 -18 18 34 -21 30 32 -24 27 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.12880374013522372 0.1031736435427718 -0.0013223999165365714 -0.10773683487341748 0.041274035595863394 -0.0012663243664256933 0.034024757113474489 0.036375570901659979 -0.0029852483734041828 -0.04552686918490377 0.11048883207242631 -0.045357549581948174 0.019064084223120219 0.047817036826622056 0.10524032353630518 -0.10668328584835636 -0.094263320820521801 -0.057493060156199371 0.035313979307099945 0.06317288142489573 0.093598247470563126 0.098158181542073161 0.10863820329909446 -0.043166770845774201 -0.086102061907171956 -0.012050149344854735 0.12149117839472001 -0.027516021447597801 0.034425472590653115 -0.099734162188066841 0.04883478985316627 0.15521178757912366 -0.13473731785093127 0.036046701783376101 0.056601040744226117 0.018680222965532105
leaf_weight=113.56548516638577 6.3557758494280279 18.140837456099689 56.13385940308217 15.103764410596343 15.902086672838776 28.178754197433591 22.604652194306254 4.4275187244638792 26.551509917713702 60.063366146292537 98.78982809081208 68.996858689468354 28.064141172915697 133.21897185128182 8.1401780572487024 30.961197447730228 58.098426515469328 19.146122436737645 75.52532821148634 41.90432745940052 30.273708186578006 18.714240985456854 12.76495141466148 13.980765394400807 246.69450364250224 9.0449436428025347 4.0912339445203525 3.4830096324440083 101.69877238548361 103.10523303272203 15.902885910589246 260.97962501074653 50.568618037970737 59.551835490390658 21.465667242184281
leaf_count=1239 162 956 3681 861 604 845 1052 201 1137 1461 5852 2836 319 1848 358 2049 3225 584 2602 1053 666 425 776 765 11415 186 181 229 6253 3141 451 15364 2294 2133 797
internal_value=0 0.0414376 -0.103864 0.00262409 0.0864064 0.0133123 0.00192117 -0.0654418 0.030112 0.068597 -0.0360473 0.0445521 0.109113 0.0952484 -0.0139122 -0.0529075 -0.0380132 0.0822022 0.0722874 0.0696452 0.0970171 0.0490056 0.00259688 -0.0112787 -0.00798535 0.0629634 0.0519933 -0.0620638 -0.0956979 0.0421401 0.117807 -0.129958 0.0560921 0.0690437 0.0533259
internal_weight=0 1349.72 532.477 724.438 625.278 607.51 460.535 215.363 165.631 350.429 109.237 139.08 274.849 161.283 294.903 116.928 85.9671 231.422 171.359 70.0831 74.3677 146.976 27.8687 286.763 269.299 28.1911 10.447 17.4638 106.126 119.007 46.1766 317.113 128.835 78.2661 96.991
internal_count=78001 46307 31694 32409 13898 25498 19690 12649 5871 10492 6195 4734 3406 2167 13819 6911 4862 6747 5286 1898 1887 5808 1637 13461 12467 770 343 994 6454 3745 1117 19045 4852 2558 3399
shrinkage=0.1


Tree=3
num_leaves=36
num_cat=0
split_feature=0 4 0 0 4 4 11 0 0 0 13 13 7 4 11 6 4 4 15 6 13 13 10 4 13 7 13 6 7 0 10 6 10 10 6
split_gain=495.86 150.104 57.4964 53.7965 23.3811 13.1994 10.6879 9.55593 6.68775 6.45171 6.06522 4.68126 4.65068 4.02564 3.67528 3.59651 3.2637 3.58239 3.19089 3.15103 3.96667 3.01247 2.99461 2.97861 2.79922 2.79632 2.75417 2.68041 2.42986 2.37748 2.32908 2.32186 2.71389 2.231 2.23039
threshold=0.014125814661383631 0.039030179381370551 0.00080206294660456489 0.10069752112030984 0.055504534393548972 0.12387708481401206 0.00016269234550308803 0.0027209796244278554 0.37489329278469091 0.00014804271631874147 -0.007564989933469264 -0.0064872894960526463 -0.021116517824171021 -0.12508554011583325 -0.018229554919173545 -0.3144609093851683 0.0079505257308483141 -0.014169455505907534 -0.71587969903283433 -0.27959167586586781 -0.003037786002567332 0.00036698205167660832 1.1432397271572508 -0.077010496519505964 -0.0064872894960526463 -0.071628476377168501 0.0058131388042442474 0.019132104891753401 0.28886374196001358 0.25637309253215795 -0.063758888514185152 -0.59741937842909953 0.70476027090030824 0.34576730228313979 -0.69695420994397439
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 9 6 7 25 11 19 23 18 -9 -2 -13 -12 -15 29 17 22 30 -4 -21 -11 -8 -5 -25 -3 34 -23 31 -7 -1 -6 -33 -27 -16
right_child=1 5 4 8 28 15 16 10 -10 21 13 12 -14 14 26 -17 -18 -19 -20 20 -22 27 -24 24 -26 33 -28 -29 -30 -31 -32 32 -34 -35 -36
leaf_value=0.010571612111564554 0.0079800588203131299 0.031956697538767842 0.072253125834246798 -0.031545248185264371 0.09826159979168346 0.090344077840720793 -0.034802792243662901 0.054854323301757338 -0.11102431585783307 0.089468701227699399 0.070180845395580269 -0.016670495051883425 -0.050410493926648314 0.044540182609140284 0.033352232168468922 0.045416168868296136 -0.028307017333780639 -0.073582868580025593 0.10842977169580453 0.069737676227919501 0.016473667007059985 0.083974447312290493 -0.13740925909198817 -0.056439298343373835 -0.090265572995497478 -0.019356914855134702 -0.042385402980752961 0.040551269987723654 0.11273503456335204 -0.029997526193285037 0.091124969315493354 0.066841257373202803 -0.015867304601502662 0.032999837951696052 -0.0079737803031260188
leaf_weight=5.7392258569598189 36.046794078254607 29.486970308120362 32.439768620301038 10.590599184390156 22.821622533258051 41.093602312379517 46.19686615827959 23.664386856136844 141.62321507313754 77.609931943472475 7.8614877564832559 91.135358941159211 74.045636821072549 14.478235853835939 15.114411091664804 46.744179225177504 31.501826575957239 109.85669782315381 185.90240387246013 20.802619536640123 42.641133213182911 25.048196687828749 3.0310219125822178 28.125067053013481 187.94051439862233 35.763907152810134 20.331199253327213 32.869380773045123 17.665522631723434 1.7099833330139507 9.5820159064605814 49.005370630417019 4.3167213900014749 10.536435308284124 96.069049888756126
leaf_count=67 1919 1537 981 698 614 1510 2893 909 9239 1864 297 5104 4609 514 591 2131 2017 7707 2568 613 1651 613 137 2159 13581 2039 905 921 353 101 136 1703 107 549 4664
internal_value=0 -0.0477525 0.0636118 -0.0665359 0.0362438 0.0386 -0.0407434 0.0214631 -0.0939765 0.0934552 0.00772314 -0.02467 -0.0317951 0.000473883 -0.00327973 0.0645936 -0.0577143 -0.0635375 0.104815 0.0469012 0.0339384 0.0765893 -0.0411204 -0.0833244 -0.0858624 0.00788691 -0.00854414 0.0593309 0.0793216 0.0855365 0.0609503 0.0715696 0.0601455 -0.00744224 -0.00235587
internal_weight=0 925.429 703.963 760.094 367.212 165.335 391.814 273.402 368.279 336.751 177.519 201.228 165.181 153.854 145.993 89.5478 190.586 159.085 201.224 95.8835 63.4438 135.528 49.2279 226.656 216.066 75.7873 131.515 57.9176 93.8092 42.8036 15.3212 76.1437 53.3221 46.3003 111.183
internal_count=78001 57930 20071 50063 13902 7867 24386 11125 25677 6169 7880 11632 9713 6971 6674 3742 12754 10737 2771 3245 2264 3398 3030 16438 15740 4125 6160 1534 2777 1611 203 2424 1810 2588 5255
shrinkage=0.1


Tree=4
num_leaves=36
num_cat=0
split_feature=3 3 3 4 4 9 2 6 3 2 4 2 2 9 3 10 9 4 12 9 3 9 9 9 2 10 10 11 10 6 6 9 4 11 9
split_gain=527.64 114.358 54.3406 50.6367 11.5243 11.0192 10.9558 9.50256 8.57571 7.92714 7.35109 6.35636 5.93943 5.55538 3.98917 5.57678 3.94552 3.75588 3.74945 3.4157 3.32513 3.72838 3.22314 3.1385 3.08929 2.86024 20.3063 5.37794 5.19144 2.7901 2.83872 2.71483 2.57547 2.69102 2.52813
threshold=-0.046659003943204873 0.077423237962648286 -0.56540766665602848 0.029432884417474273 0.062298396602272994 -0.30382081849109793 0.0005516155215445907 -0.30619488912572362 0.4903806252405048 5.7711335102794699e-05 0.13114019855856898 0.00067210520501248549 3.3613476261962212e-05 0.11350117605129074 -0.10574219282716511 0.68616721963547589 0.12299915003246391 0.0025920849293470387 -0.0012336606687017703 -0.22495342561877998 -0.98892862156208128 0.12861494459917733 0.79424222342008777 -0.42447059611136456 0.00088269237312488269 0.6861634150630862 0.68616721963547589 0.023338391603273338 0.64741276105088474 1.0420225556015497 1.1321846352641516 0.12736780550164925 0.13114019855856898 0.00779937380287655 -0.36942765480016149
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 11 6 12 31 10 22 -7 23 -2 -1 14 19 -16 -11 25 -14 -8 -18 24 32 -5 -22 28 -27 -28 -13 -23 -31 -4 -3 -34 -25
right_child=1 8 4 7 -6 9 13 -9 -10 16 -12 17 18 -15 15 -17 20 -19 -20 -21 21 29 -24 34 -26 26 27 -29 -30 30 -32 -33 33 -35 -36
leaf_value=0.084564107616339493 0.024818297758150379 -0.091274044927682416 0.046240952570442778 0.065330592898559109 0.063787723016762152 0.1182708967503061 0.019035992015234211 -0.0053392364302488476 -0.11255612285080469 0.10262923031736858 0.083845730091366533 -0.055650585951184155 0.014898783242741243 -0.013915042440826586 0.012341424464614816 -0.10578382240472646 0.11119315170833151 -0.026228521524500222 0.059936575080944923 0.073612586166582492 0.065950026216550037 0.096164114025882569 -0.047246192455028674 -0.12693526072558339 0.018499477369633043 0.090608191645169506 -0.092435002298139751 0.10164265435421185 -0.12632322632213708 -0.091532666486403347 0.067389831578439349 0.10339586820501066 -0.068480843863172228 0.10007831582837845 0.0098120157686668336
leaf_weight=58.797908939421177 12.270856730639933 92.180574551457539 31.101964545436203 11.356943551916627 66.322344623506069 97.41993618151173 27.140214815037325 42.648388007131871 224.03007532487391 68.985431140870787 39.105090886587277 164.82966000118176 30.212331020273268 82.471018547774293 36.545651858090423 4.487414901610463 19.267777288565412 57.807740661606658 47.619974725879729 19.857968952972442 40.48389647109434 41.337900336831808 24.641253209905699 1.4324051344301576 20.754914706107229 10.048168407753108 21.627050863113258 1.5287171308882523 11.093617907259611 1.612510020378976 3.7097645867615938 11.341045139357446 2.8016444703098378 1.4308575075119732 24.071678658830933
leaf_count=1203 363 7781 961 420 2423 1751 1839 1926 15855 2989 1101 11763 1666 5282 2083 224 714 3901 1865 1089 1484 1571 1820 67 1639 527 1220 33 612 47 169 196 140 50 1103
internal_value=0 -0.0588424 0.0617374 -0.022301 0.0273878 0.0840356 0.016051 0.0324363 -0.100968 0.0949539 0.0536439 -0.0455549 0.0605759 0.00473413 0.0222054 -0.000576864 0.0833733 -0.0487899 0.0424542 0.042096 0.0729274 0.0660942 -0.0795226 0.0216034 0.0498682 -0.0550264 -0.0281071 -0.0796222 -0.0601072 0.0873898 0.0192405 0.0615131 -0.0877719 -0.011497 0.00213177
internal_weight=0 742.905 709.47 397.82 279.268 430.202 212.945 118.615 345.084 293.572 75.9661 279.206 136.63 170.502 88.0313 41.0331 196.152 266.935 77.8323 46.9982 127.167 107.899 121.054 36.861 61.2388 209.127 33.2039 23.1558 175.923 46.6602 5.32227 42.443 96.4131 4.2325 25.5041
internal_count=77877 48682 29195 23036 14097 15098 11674 4617 25646 10364 2691 18419 4734 10517 5235 2307 8613 18056 3531 2928 5624 4910 9791 1590 3123 14155 1780 1253 12375 1787 216 1157 7971 190 1170
shrinkage=0.1


Tree=5
num_leaves=36
num_cat=0
split_feature=2 2 4 2 2 10 10 2 4 14 7 4 5 4 5 6 6 10 10 6 10 10 11 2 10 10 2 10 4 10 2 4 10 10 10
split_gain=331.757 124.448 58.9206 21.0697 9.1062 6.68019 7.29729 6.38963 6.16323 5.47583 5.14414 4.61752 5.09779 3.98063 3.5697 2.95833 4.38009 2.7247 2.72336 2.76335 2.68398 2.63521 2.59161 2.49158 2.486 2.78709 2.37877 2.46418 2.53607 2.22652 2.34305 2.20606 2.09549 10.8635 5.26939
threshold=0.0054543558508157739 0.12705333530902865 0.055504534393548972 0.00025153171736747032 0.56794211268424999 0.020919760451045689 -0.11308310420389893 0.00096191235934384178 0.0051602721214294442 0.18838851974188678 0.24209060439226651 -0.014169455505907534 -0.10796372097310283 0.17974204942584041 -0.1099517838679997 -0.87493598675413264 -0.80540970319911864 0.64741276105088474 0.68616721963547589 -0.55901428270826103 0.68616721963547589 -0.054234868931025831 -0.018788500319139187 3.3613476261962212e-05 -0.45095191509853044 -0.4509362535116449 0.026034083217382434 0.1022292166601491 -0.067792369634844349 -0.093511454463786628 1.6887645870156124e-05 0.037073299288749702 0.68616721963547589 0.6861634150630862 0.34582104212711046
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 8 9 -3 6 -5 -8 11 21 13 12 14 18 17 -14 -17 -2 19 -4 22 29 -10 -11 -13 -26 -18 28 -28 -1 -31 -32 33 34 -27
right_child=1 4 10 5 -6 -7 7 -9 20 23 -12 24 15 -15 -16 16 26 -19 -20 -21 -22 -23 -24 -25 25 32 27 -29 -30 30 31 -33 -34 -35 -36
leaf_value=0.095476458515225432 0.0077573452613529884 -0.066375525654679315 0.055358075821027156 0.084892860207631218 -0.10195644560344992 0.084505903173033969 0.045550966077355801 0.0054369769158262946 0.060690390198243876 0.11710106714972079 0.082650056755984136 -0.11674017942811087 -0.10021769801060898 0.058446546741295152 0.065875736017888278 0.083981353597396988 -0.0031174523734711457 -0.094148017573544879 -0.050442292088320718 0.0075457081184459917 -0.063876070304184768 0.11107857509428809 -0.0059902293196089111 0.083688958281228132 0.039579704380421903 -0.041690163654320454 0.01954211638998072 -0.07750372744587411 -0.047097427816143511 0.079184665399879853 0.044206977700562575 0.082165302366040457 -0.083010986132827036 0.07498262045062791 -0.10206572228447014
leaf_weight=27.522388227516785 16.776773556252014 113.45566446031444 19.672600038349628 24.341091568348929 196.51718071044888 30.417695257812738 81.879092183778994 77.098720048204996 6.3140760422684243 52.491754649672657 32.383381584659219 4.7592019150033584 6.0477336089825249 46.965336772846058 9.6759736551903206 3.3661278135841703 18.541303159028757 3.1101702039595684 5.1320799393579355 31.353480397141539 7.3660265236394471 16.637345766997896 75.820005584537284 38.827224732376635 3.947786071104928 141.24294373110752 7.996373424306511 15.747111740347462 19.980071908154063 61.833443128503859 62.741427480708808 20.253532117698342 13.656609028810633 7.5429253322072318 16.103826633188874
leaf_count=697 1091 10462 778 1276 15274 1203 3566 5068 358 834 870 330 276 1931 442 114 1344 217 238 1723 495 420 5717 1159 399 11826 618 1014 1647 1186 2202 599 909 455 1139
internal_value=0 -0.0388978 -0.00869411 0.0647549 -0.0889332 0.0411053 0.033904 0.0260971 -0.0289756 0.0827879 0.0478809 -0.0360878 -0.0188822 0.0369626 0.0160586 -0.0332931 -0.0271261 -0.0081799 0.0189954 0.0259793 -0.00605014 0.0730723 -0.000864142 0.102895 -0.0453903 -0.0435296 -0.0331327 -0.0458609 -0.0280502 0.0694035 0.0644487 0.0534701 -0.0453672 -0.0422495 -0.0478694
internal_weight=0 823.475 513.502 494.044 309.973 213.737 183.319 158.978 377.995 280.307 135.507 288.495 101.242 103.123 29.5629 71.6787 65.631 19.8869 56.1582 51.0261 89.5001 188.988 82.1341 91.319 187.253 182.494 62.2649 43.7236 27.9764 172.351 144.828 82.995 178.546 164.89 157.347
internal_count=77877 59667 33931 18210 25736 11113 9910 8634 28391 7097 5540 21821 6763 4670 1750 5013 4737 1308 2739 2501 6570 5104 6075 1993 15058 14728 4623 3279 2265 4684 3987 2801 14329 13420 12965
shrinkage=0.1


Tree=6
num_leaves=36
num_cat=0
split_feature=1 2 1 2 2 1 9 2 2 1 9 9 5 2 1 2 10 10 10 2 9 15 13 10 10 2 10 5 13 9 9 9 9 1 15
split_gain=333.219 54.1023 33.1659 24.4508 17.5876 11.5104 7.42996 7.7169 7.32598 5.33378 4.39823 4.07812 4.05904 2.88052 2.84879 2.81705 2.58642 2.513 2.98255 2.50323 2.49258 3.43292 2.45881 2.25254 2.17987 3.03633 2.05373 2.04059 1.99758 1.997 2.80907 3.04958 1.9141 1.80458 1.68992
threshold=0.016443051397800449 0.015184409450739624 0.0012185293599031868 0.49037726223468786 0.12705333530902865 0.14374615252017978 0.8561393482908527 0.00061095540877431642 0.0034860621672123675 0.000101826481113676 0.79424222342008777 -0.29945857258256353 -0.045054377050815948 0.12705333530902865 0.0072476298082619914 0.15972451865673068 0.68616721963547589 0.6861634150630862 0.59821970517609702 0.98246738314628612 -0.51857902193855698 -0.11403510160931989 -0.0015926701959647503 -0.45095191509853044 0.011232844138363661 0.00020317587768658998 -0.4509362535116449 0.09478381515654298 -0.0073767227363487498 0.85628955194357415 0.8561393482908527 0.79424222342008777 0.8561393482908527 0.37238280475139623 0.041990753227050544
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 5 6 15 14 -8 11 20 33 -2 -11 24 22 16 17 18 23 -5 21 -1 -4 -3 25 32 -25 -27 -12 30 31 -28 -14 -7 -31
right_child=1 3 4 19 -6 10 7 -9 -10 12 28 -13 13 -15 -16 -17 -18 -19 -20 -21 -22 -23 -24 26 -26 27 29 -29 -30 34 -32 -33 -34 -35 -36
leaf_value=-0.015199722890562659 0.0033470011659087976 -0.099244339535623838 0.064321291941812089 -0.084169659989302481 -0.083391926407541839 -0.069582176464698803 0.096683513948164268 -0.037628486734277322 -0.011902307437614203 0.093332799939784356 0.042886358704389511 0.061607659855667074 0.06098189725846901 -0.069330679079242855 0.024097715054724751 -0.063055020829281563 -0.06597424068278171 0.02861281347209578 -0.089454254576479889 -0.10875399327496693 0.093229131757290945 0.079381917983062544 0.036948456711255483 0.04027745903216965 0.097124479975305641 0.026473213381926004 -0.025963009350213895 0.07133015706590197 -0.043297258642782999 -0.022000502499181836 -0.076937285622215232 0.056213314804609199 0.11052197914851719 -0.096465387058080915 0.096139436428494207
leaf_weight=5.1034856662154224 18.144921229919419 3.9373724389588451 57.298565070377663 120.48458116737311 13.65695954649709 71.012042123009451 5.2002921034581986 24.112550657941028 47.782326650107279 35.33950476301834 3.0521197838243124 35.56148972955998 57.535046412376687 1.8276460224296887 73.026995772612281 27.130525092536118 16.789537474047393 8.366387789603321 7.435144721530377 63.113273442955688 138.15052804443985 15.470168785192071 76.801868468290195 5.0172746991738668 12.349917713552712 45.487052603857592 123.43389324200689 13.051129254279656 22.629421749617904 2.3724244385957709 10.424526501446961 4.6874086686875662 9.0222148802131397 38.511249135190155 2.4728627125732601
leaf_count=91 1404 340 2708 11338 1075 6692 180 1396 3967 1017 297 2454 1609 94 4752 2896 1211 714 469 4251 2786 193 4335 536 350 2427 10824 500 1795 162 733 365 180 3537 199
internal_value=0 -0.0503158 0.0544735 -0.063105 0.0269479 -0.0475004 0.0333212 -0.0138006 0.0165819 0.0751256 -0.0703013 0.0419241 0.0630652 0.0553851 0.0399899 -0.0329636 -0.0285491 -0.0248122 -0.0276096 -0.0926207 0.0883932 0.0559201 0.0486443 -0.0245914 0.0570434 0.0530865 -0.0226108 0.0364741 -0.0330548 -0.0248112 -0.0270182 -0.0229565 0.0676973 -0.079035 0.0382939
internal_weight=0 632.359 583.434 530.87 250.097 347.272 236.44 29.3128 101.489 333.337 135.205 53.7064 174.613 139.273 207.127 212.067 184.937 168.147 159.781 183.598 158.724 20.5737 134.1 152.346 137.445 125.095 148.408 58.5382 25.6815 143.391 138.546 128.121 66.5573 109.523 4.84529
internal_count=77877 54184 23693 46359 14446 30770 13371 1576 7825 9247 12321 3858 6177 5160 11795 18449 15553 14342 13628 15589 3070 284 7043 13159 5066 4716 12819 2927 2092 12283 11922 11189 1789 10229 361
shrinkage=0.1


Tree=7
num_leaves=36
num_cat=0
split_feature=3 3 4 3 0 0 9 3 0 2 5 2 9 2 3 4 4 9 4 4 10 9 9 0 5 0 0 10 5 10 9 10 10 9 9
split_gain=248.758 58.2663 30.7781 22.702 12.9518 8.78628 6.37664 5.41055 4.16908 4.44824 4.05585 3.81973 5.52445 3.80848 3.63629 3.35469 3.23877 2.83665 3.51329 3.17696 2.55649 2.30314 2.27987 2.19386 2.13877 2.07533 2.02015 1.96848 1.84791 1.84516 1.74535 1.72571 1.71346 1.81768 1.70917
threshold=-0.076642610365524874 0.10671699233353139 0.055504534393548972 -0.56540766665602848 0.0058442328590899715 0.00030817792867310351 -0.30382081849109793 0.89580363183631573 0.0096264458261430281 0.0051063860300928363 -0.021550928865163538 0.00046141591155901557 0.094943245476543633 0.028104238212108616 -0.982322948926594 0.003446266811806709 0.28247592784464365 -0.51857902193855698 -0.021531594917178151 0.0059668198227882394 0.015159657657262139 -0.20545975717611645 0.85727500469386919 0.001656007952988148 -0.12693043344514057 0.00018083125905832278 0.094977758824825301 -0.064673145214658237 -0.06063786822928912 -0.061413491651247425 -0.28101977680365803 0.011113259349544378 0.85834615390762126 -0.42449237182921723 -0.42447059611136456
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 4 5 13 17 -7 -3 9 -4 21 31 -13 23 -8 22 32 18 -1 -20 27 24 26 -2 -5 -14 34 -16 -15 -29 -9 -12 33 -10 -6
right_child=1 7 8 10 15 6 14 30 16 -11 11 12 25 28 20 -17 -18 -19 19 -21 -22 -23 -24 -25 -26 -27 -28 29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.019492587328176547 0.02122090805983963 -0.067434135040870063 -0.035157002354786769 -0.024847898337518187 -0.018310152661696409 0.025823453594610246 0.091030195888336787 -0.080399096197477066 -0.097699418716012773 0.077600763460800776 0.028485546071820092 0.029919081713171827 0.043668943911845018 0.094571530562986381 0.066790544019788498 -0.022118920935048258 0.058279690292627188 0.091489911718673364 0.10278428411511881 0.031181756149547959 0.088601626269832201 0.067231732155362892 0.0045453855056626219 -0.036274019849760503 0.048292043478707303 -0.02585028545781334 -0.066249743534178687 0.022340145751287621 0.021502840240355477 0.061025327377032326 -0.10702448138731145 0.0859358080610889 -0.096320690908044071 0.012026511256519086 -0.049677953306189848
leaf_weight=4.9934290573000935 15.405467377044262 140.44914413205697 4.0082614875864264 6.6989824117627021 21.490819161874242 62.653626847546548 37.090515919611789 38.709293798194267 1.5716385915875424 27.515350742731243 18.188478285679597 38.888187661184929 4.7121076649054876 7.4911995634902269 32.945689172949642 60.611617410788313 14.635456382180562 116.96718348516151 14.545340416021647 10.7959339749068 18.312846159795299 24.012766184285283 7.5351437357021487 11.659632136812432 9.9165280796587449 48.413655184151139 61.236779941915302 35.411582021042705 6.4336511950241384 18.915296887280419 67.642413807538105 7.3380155540071419 1.648864862974732 38.327908402890898 90.606483199284412
leaf_count=90 733 14958 201 528 1810 3786 1987 3245 106 727 770 2916 208 305 1947 5360 695 2356 218 177 843 1694 605 782 474 3965 6270 2675 488 1019 5609 170 102 2243 7815
internal_value=0 -0.0426822 -0.0175898 0.0516673 -0.0336573 0.0657864 0.0524168 -0.0803184 0.034157 0.0632635 0.0201894 0.0107748 0.00127986 0.018316 0.0640947 -0.0424795 0.017826 0.0844229 0.0571733 0.0722801 0.0546327 0.0474264 -0.0493026 -0.00354788 0.0188037 -0.0196841 -0.0516434 0.0475049 0.0608119 0.0358094 -0.0973335 0.0450006 0.00357614 0.00770442 -0.0436643
internal_weight=0 616.979 370.178 510.8 282.471 352.631 205.33 246.801 87.7075 31.5236 158.169 117.54 92.014 40.99 142.676 241.481 56.1839 147.302 30.3347 25.3413 105.585 40.6283 180.869 27.0651 16.6155 53.1258 173.334 87.2726 13.9249 54.3269 106.352 25.5265 41.5484 39.8995 112.097
internal_count=77877 52054 28242 25823 24168 15098 12257 23812 4074 928 10725 8029 7089 2308 8471 21860 3146 2841 485 395 6484 2696 16500 1515 1002 4173 15895 5641 793 3694 8854 940 2451 2349 9625
shrinkage=0.1


Tree=8
num_leaves=36
num_cat=0
split_feature=1 2 1 2 2 1 6 2 6 4 2 1 2 15 2 7 2 4 2 0 6 0 1 2 15 4 1 0 0 11 0 0 0 0 2
split_gain=217.063 36.9727 23.0763 22.2538 9.45174 8.08887 5.21616 5.04267 3.95576 3.59291 3.38289 3.22956 2.52484 2.42232 2.32937 2.19367 2.02741 1.93109 2.19074 1.86908 1.77628 1.745 1.66199 1.54625 1.53427 1.37374 1.25244 1.47747 1.2048 1.20208 1.15976 1.16781 1.38792 1.03189 1.07638
threshold=0.014741760212928058 0.49037726223468786 0.00094509526388719689 0.007254247786477209 0.13992981612682345 0.14374615252017978 -0.30619488912572362 0.00046141591155901557 -0.2567049703169681 0.039030179381370551 4.0837860069586902e-05 0.0072476298082619914 0.14710313081741336 -0.77678828652925958 0.98246738314628612 -0.067085798119507253 0.026034083217382434 0.014006815850734712 0.0018661528010852637 0.015988398343324665 0.2937409376093621 0.035593243315815933 8.4204610175220309e-05 0.19547615200281146 -1.0080331991328919 -0.00096951957675628353 0.03504679165780545 0.015988398343324665 0.017804897390305999 -0.012215321364208871 0.061655467376112945 0.053994534537196166 0.030504407361149791 0.01742998976260424 0.00020317587768658998
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 17 6 9 11 -8 21 23 24 28 13 -12 -3 -10 22 18 25 -9 -18 -7 -15 26 -1 -2 27 -5 -4 -17 31 32 -13 34 -24
right_child=1 14 4 5 -6 8 7 19 15 -11 12 30 -14 16 -16 29 20 -19 -20 -21 -22 -23 33 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.020432724221683674 0.049350141462480214 -0.075125188242666799 0.052527105666199753 -0.054713515418309405 -0.074109245641958088 -0.12343242968548492 0.043628132188027052 -0.0060526038254482247 -0.063124993112638333 0.0016994831659836616 0.0020835874101871868 0.008087170822830881 -0.058035345153817211 0.070827652584139242 -0.10080569798692388 0.019392551980027165 0.091027136914283213 0.051760954979409884 -0.013173893991473779 0.03131299136081004 -0.001593156758338333 -0.070521332230076242 0.061797330624079654 -0.060773807354809153 0.084057805854950512 0.0061272386151597254 -0.034573567900751397 -0.0072133175903318488 0.08642201863962759 -0.032657983272459189 0.09108442406862105 -0.085713014681726263 0.086848284924715372 0.09079667712667662 0.035489004711656662
leaf_weight=3.9372713863849631 17.41853939823341 104.01132347711246 47.494472039979883 7.848376876092515 9.3582020309986529 7.1318060067133038 42.616626406961586 67.212686640617903 26.490905852580909 39.515213006408885 6.8982734908349803 20.266810985980566 1.8293082031887014 50.752178245224059 53.482831984758377 5.1220551457954562 30.586109856842086 19.885090172756463 17.756953763309866 16.716574392921757 2.2209712562616906 49.461780242563691 23.304919353686273 16.571554075053427 101.36746962205507 12.725035258219576 108.35156116377038 39.531057415937539 13.458526130649259 33.171327859570738 1.9979252143530164 1.1686670493800182 2.5150260503869495 5.1081105160992584 46.74650100863073
leaf_count=83 1245 11397 2480 665 905 381 2106 5197 2731 3201 309 1407 117 1516 4286 586 918 1582 1716 1396 121 4976 820 2030 1728 1005 11330 3871 695 4125 127 42 151 218 2472
internal_value=0 -0.0427907 0.0481318 -0.0266654 0.0242561 -0.0372911 0.0285687 0.0156142 -0.057874 -0.0254966 0.0676354 0.047433 0.0588037 0.0600942 -0.0838459 -0.0410009 0.0626155 0.0255647 0.0146898 0.00138967 0.0847569 -0.0771891 0.0568464 -0.0317336 0.0816789 0.0311037 -0.0286434 -0.0150817 0.0600112 -0.0256958 0.0178869 0.0117808 0.0167821 0.0474054 0.0442413
internal_weight=0 558.475 495.557 400.981 222.806 333.196 213.447 126.546 121.378 211.818 272.751 86.9014 167.446 165.617 157.494 64.7843 158.719 67.7856 47.9005 83.9293 32.8071 56.5936 125.912 172.303 105.305 30.1436 155.731 47.3794 60.953 38.2934 25.9484 23.9505 22.7818 75.1595 70.0514
internal_count=77935 55127 22808 39444 14506 33896 13601 8699 12799 21097 8302 4902 6491 6374 15683 7442 6065 5548 3966 6593 1039 5357 5026 17896 1811 2250 15866 4536 3175 4711 1727 1600 1558 3510 3292
shrinkage=0.1


Tree=9
num_leaves=36
num_cat=0
split_feature=1 3 1 3 3 8 6 3 3 1 9 9 3 14 3 1 13 9 9 9 13 9 9 8 3 4 8 1 6 9 3 1 1 8 4
split_gain=175.326 58.8534 15.477 13.5678 10.4239 6.04422 5.7136 6.90563 4.52308 3.72077 4.56012 2.73225 2.47801 3.29633 2.43327 2.32362 2.26997 2.11265 1.99891 1.9897 1.97551 1.71141 2.33497 1.63662 1.58326 1.47942 1.3641 1.36237 1.26514 1.25223 1.23213 1.21274 1.18665 1.16659 1.41354
threshold=0.01001136936247349 -0.064522006548941122 0.000364005973096937 0.77999979568994615 0.10065073706209661 0.15266284587316228 -0.30619488912572362 -0.42986685025971377 -0.50910348963225249 0.033500280231237418 0.79424222342008777 -0.24210785435390486 -0.95999924423813343 0.23357606233920583 -0.99575509902206238 0.27395156025886541 -0.0038739293744009186 0.8561393482908527 -0.2724446550875726 -0.21575966245873845 -0.011472388936234717 0.8561393482908527 0.85628955194357415 -0.16370096272616533 -0.0099698087433353049 0.013176759937778117 0.084133269521867768 0.20922537893056872 0.69173928046962396 0.12164195217241741 0.056579192169010646 0.0010300012072548272 0.0062258129473775634 -0.20881776834366816 0.13114019855856898
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 5 6 9 19 14 11 25 15 -2 13 28 -8 24 -12 31 -5 32 -16 27 -23 -19 -11 -3 -18 -10 -1 -13 -17 -9 -4 -21 -35
right_child=1 3 4 18 -6 -7 7 17 21 10 16 29 -14 -15 20 30 26 23 -20 33 -22 22 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=0.059866618546177065 0.016261622530996899 -0.025057962552023961 0.045161913935499474 -0.067356430275076554 -0.085633420622802867 -0.072671087423889086 0.092831843516768653 0.036973905759451434 0.013486991391401137 -0.024818709313581877 0.030519271577978787 0.080665892737409553 0.058511874963331115 0.10954951572743779 0.079838011160353994 -0.08745381496067467 -0.012584728296450774 0.035479992124766789 -0.095120143220087369 0.089794488489882696 0.028736129032154598 -0.055969751551361469 0.070759866089899162 -0.045987190861869177 -0.050316280148311188 0.011789189706690302 -0.075228040758440223 -0.040908676230757203 0.096511210304508391 0.042637293465047119 -0.052319034313247352 -0.0010114734305290544 0.0007871348369098924 0.044330705028133126 0.089958041202213596
leaf_weight=45.422652695677243 33.074370638583787 35.383691388939042 34.243567702244036 40.295203708927147 7.5073010828346005 61.932404143241001 8.3120801923796517 11.14700933289714 47.242087391321547 32.868006207048893 10.234527933294887 13.011136110522783 112.70326740958262 27.567537703784183 8.7069871859857795 21.71399282256607 14.055883199995153 2.9602104844525483 72.751540273602586 15.465340755996293 57.674825341091491 9.0385123495943827 1.7325547423679371 14.768487665103747 94.005076462344732 15.745118905295383 4.61826932884287 5.1015188714372917 11.887115532066671 25.885908950003795 18.472381943225628 34.167619349434972 7.3133211560780174 25.011836734134704 9.3197703929617983
leaf_count=1056 2783 3501 1521 3987 668 6603 365 646 5035 3298 1005 1211 3701 500 391 2449 1340 188 7467 671 3532 689 162 948 11121 1266 395 520 271 2435 2638 2941 494 1710 427
internal_value=0 -0.0371936 0.04757 -0.0555803 0.0303166 -0.0447363 0.0341162 0.0212548 0.0202558 -0.0377347 -0.0440027 0.0373913 0.0682305 0.0811354 0.0418257 -0.0503483 -0.00733214 -0.0031176 -0.0852238 0.0535078 0.0354389 0.00071567 -0.035585 -0.0323844 -0.0437108 -0.0137109 -0.0280769 0.00818547 0.0674674 0.0553579 -0.0713035 0.0083326 0.0373527 0.0669897 0.0567169
internal_weight=0 557.162 434.179 422.076 236.598 309.029 229.091 137.737 135.086 247.097 195.968 71.9714 197.581 84.8773 74.6939 167.059 28.9087 63.0433 113.047 91.3538 66.3818 63.1147 10.7711 17.7287 126.873 51.1288 18.6742 52.3436 57.3098 38.897 40.1864 45.3146 41.5569 49.7969 34.3316
internal_count=77935 57905 20030 45070 14502 33616 13834 9011 12835 27013 22246 6429 5528 1827 4288 19506 2740 4723 11454 4823 3923 6406 851 1136 14419 4767 1735 5555 1327 3646 5087 3587 2015 2808 2137
shrinkage=0.1


Tree=10
num_leaves=36
num_cat=0
split_feature=2 2 4 2 2 0 9 14 10 10 10 12 9 12 12 2 0 0 10 10 10 10 10 4 2 4 0 9 9 9 9 9 9 9 9
split_gain=120.341 47.5234 20.5189 8.24777 6.53034 5.22196 3.88097 3.39232 2.93643 2.92397 2.51803 2.17972 2.08424 2.09632 1.97801 1.93439 2.2271 1.87016 1.8263 1.6169 1.53464 1.8372 1.50036 1.39888 1.39869 1.34049 1.61614 1.64158 2.12019 4.29344 1.36874 2.18891 3.43161 3.55439 1.64207
threshold=0.0020312250126153235 0.12705333530902865 0.062298396602272994 4.0837860069586902e-05 0.79539966583251964 0.0058442328590899715 -0.28101977680365803 0.13339150068704012 -0.45095191509853044 0.011232844138363661 -0.4509362535116449 -0.0063143094183294593 -0.2724446550875726 0.004189991988679251 0.00034427757212053051 0.00046141591155901557 0.024241068400442604 0.0068346834741532811 0.68616721963547589 -0.43728224131861265 0.6861634150630862 0.19450196314201615 -0.059692069609083402 0.36190938577055937 0.0075596261303871879 -0.11299892747774719 0.18237856775522235 0.85727500469386919 0.8561393482908527 0.79424222342008777 -0.53355938687138649 -0.53355871336626615 -0.42449237182921723 -0.42447059611136456 -0.36942765480016149
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 -3 9 14 -1 -7 -2 -10 18 13 -6 -5 -8 -17 24 20 -13 21 -12 -18 -19 -4 -21 27 28 29 30 -27 -32 -33 -34 -35
right_child=1 4 17 6 12 8 15 -9 10 -11 11 19 -14 -15 -16 16 22 23 -20 25 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 31 32 33 34 -36
leaf_value=0.057761046992795731 -0.0029441308760830729 -0.045837828816333505 0.0030952239676899081 -0.0031109200080678867 -0.07495140275409741 -0.095599120703838039 0.05776727765104616 0.092195976420414924 0.039406856373231887 0.050617779730828483 -0.028426932128786764 -0.088011259329652466 -0.091184755225377279 -0.020071446126500563 0.033973960768794192 0.021860499739548483 0.036328659629187826 0.019573143017488071 -0.086245596734519606 0.024063961295407478 0.039881726394294145 -0.084285672708024395 0.10141810476410235 0.056271700481111381 0.066774879601576825 -0.077110794169559974 -0.042661664611617148 0.067277256617533546 -0.049407897916997762 0.10162895649394231 0.026592284560608422 -0.078969223558604182 0.050667489485319711 -0.074529030293697451 -0.015277939033182853
leaf_weight=70.560899595380761 37.286442965385504 108.09559112781426 4.0387967800488722 27.198743275366724 30.042989501089323 5.4826503726653746 77.518947742588352 48.117997648892924 6.5838524918071917 14.025932857883161 32.187300692370627 3.2997665450675404 68.345672357565491 9.0591641745413636 30.522751109907404 42.088060167036019 7.3529405136359856 54.345973239076557 7.84366510529071 7.4906697610858819 2.6565014948137096 7.2063509704312301 6.8318206329131481 12.84102108736988 23.628065505763516 3.4904041728004804 25.175630845886189 2.3638673002133137 17.62312922347337 3.213411438628099 12.280659360578282 8.5062057275790703 8.1132910419255477 4.8975479736109113 104.0333149165963
leaf_count=2038 3054 14168 281 1825 2910 543 3810 1019 827 740 3513 369 7659 1079 1560 2887 711 4135 590 643 254 659 311 796 771 383 3125 197 1387 292 1509 789 764 437 11900
internal_value=0 -0.0251993 -0.00515842 0.0510085 -0.0631917 -0.0174795 0.0381722 0.0717226 -0.0231838 0.0116967 -0.0216388 -0.023244 -0.0806501 -0.0622368 0.0164993 0.0475225 0.0334097 0.0355976 -0.0419474 -0.0185894 -0.0336844 -0.0386453 0.0676778 0.0265871 0.057479 -0.0174277 -0.0190661 -0.0154555 -0.0166615 -0.0126687 -0.0152677 -0.0137016 -0.0176429 -0.013186 -0.0179419
internal_weight=0 624.158 408.614 310.192 215.543 313.761 191.513 118.679 262.448 51.3124 256.966 250.382 107.448 39.1022 57.7215 133.792 56.2728 94.8539 49.8938 200.488 42.0502 39.3937 14.1848 67.187 27.6669 197.188 189.697 164.522 162.158 144.535 141.321 137.831 125.55 117.044 108.931
internal_count=77935 63774 37958 14161 25816 31975 11104 3057 28181 3794 27638 26811 11648 3989 3385 7719 3909 5983 5016 21795 4426 4172 1022 4931 1052 21426 20783 17658 17461 16074 15782 15399 13890 13101 12337
shrinkage=0.1


Tree=11
num_leaves=36
num_cat=0
split_feature=3 3 2 4 0 3 3 5 0 5 4 7 12 5 3 4 3 12 13 12 0 4 3 5 12 3 5 5 5 2 5 5 12 4 7
split_gain=119.19 28.1424 15.0291 14.1687 4.66536 4.41808 4.05677 3.28133 3.1674 2.97531 2.25199 2.17279 2.14473 1.8625 2.88079 1.53588 1.85072 1.52935 1.38904 1.45526 1.36415 1.29607 1.26004 1.24174 1.21136 1.363 1.19243 2.0125 1.05858 1.05348 1.04656 0.981344 0.972138 0.971098 0.964519
threshold=-0.06729321026432443 0.10671699233353139 0.00022632190666627142 0.1002468839287758 0.010433665011078121 -0.56540766665602848 0.96064873466457368 -0.063918118103168664 0.00014804271631874147 -0.021550928865163538 0.0029940239619463687 -0.085377769388857411 0.013028240615557173 -0.1099517838679997 0.031398045597597964 0.025037091225385669 -0.98496595428196076 0.0017470674651279333 0.0025186808931676572 -0.0073635302574560973 0.0087496996857225912 0.52746407687664043 -0.98892862156208128 -0.012747246098606979 0.0012397978275781438 -0.99702071928550129 -0.00053361786954423524 -0.015062812705715007 0.22895798412335822 0.013251453638076784 0.23871478813959135 -0.17912835057370166 -0.0010644380514949908 -0.11299892747774719 0.23197773295667659
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 7 12 17 34 22 32 18 -11 15 14 31 16 -4 -3 -6 -20 29 -22 -1 -13 25 -10 27 -17 -18 -15 -19 -5 -7 -34 -2
right_child=1 6 5 13 10 9 -8 -9 24 11 -12 23 -14 20 -16 26 28 30 19 -21 21 -23 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=0.089263157361307202 0.020463908544854172 -0.062091034761663715 0.059079827166321298 -0.021263975580001138 -0.031610304098883074 0.015510206235539848 -0.085429345174464044 -0.015917377178492495 0.077991019141397749 -0.019065701807440983 -0.01439040564264308 -0.021348725693727658 0.079338354424552004 0.0065358600077721181 0.089263328588845059 0.079694240827077045 0.020532443116585215 -0.045896990121440391 -0.091589522153059891 -0.04444263749059283 0.020791791888051171 0.088614848148800551 0.064418091882832013 0.020392986869542887 0.059234735373636029 0.030553991102212925 0.068425370710633676 0.010318575710568996 -0.021174258209026645 0.078911414037492716 -0.0043505284168110971 -0.11518003220749776 0.14080144839407149 0.043968360149387598 0.06985013738253093
leaf_weight=34.62132289679721 10.413569506432397 83.734460089821368 11.685153455124235 3.4118310117628425 90.261556473968085 15.126240890705956 60.761009842797648 30.227588763693348 7.0556910975137717 37.752882673754357 54.499430926342029 8.6796310413628799 10.492381394549737 2.3840393046848467 2.0238436056533828 6.0640729170409058 48.281332608545199 38.001894211425679 8.1557590789161605 33.187787114118692 21.672554290533302 3.238615585723891 49.73918753489852 39.834047527576331 50.569699482992291 42.795380746887531 16.407834054320119 13.468325142515821 6.9634498423547475 12.85789742390625 7.2141221780329934 1.6510015721432854 1.1033863995689923 16.871579502767418 6.3757802636828265
leaf_count=601 705 10801 861 239 10744 1428 6433 2457 330 3506 5988 1169 650 138 86 777 4260 5693 749 3803 1530 168 1153 3311 2156 2176 913 1210 698 365 987 106 74 1418 252
internal_value=0 -0.0343815 0.0390373 -0.0142542 -0.024374 0.0221316 -0.0641263 0.00377114 0.0603299 0.0087045 -0.0314845 -0.00107514 0.0362699 0.0356852 -0.011579 0.0318771 0.0229231 -0.0540883 -0.0385633 -0.0537432 0.0440269 0.0296092 0.0746144 0.0129249 0.04833 0.037268 0.0485517 0.0318571 0.0152754 0.0675909 -0.0392683 -0.0518902 0.0341917 0.0499124 0.0392184
internal_weight=0 470.073 417.512 280.361 233.121 232.73 189.711 47.0169 184.781 119.368 186.105 86.2666 113.363 47.2398 7.08668 102.87 66.9299 128.95 131.605 41.3435 40.1531 24.9112 84.3605 48.5137 100.421 49.8511 35.9402 19.5324 55.2448 15.2419 45.216 5.06283 33.1012 17.975 16.7893
internal_count=77935 51244 26691 27330 24698 20275 23914 3414 6416 10906 21284 7986 9369 2632 431 8719 5819 17481 15296 4552 2201 1698 1754 4480 4662 2506 2900 1987 4958 503 6680 345 2920 1492 957
shrinkage=0.1


Tree=12
num_leaves=36
num_cat=0
split_feature=1 3 1 3 3 8 3 4 5 3 1 5 5 3 7 5 3 1 1 8 5 8 3 5 5 5 5 5 3 12 5 5 8 5 5
split_gain=106.408 34.9343 10.9554 10.7141 6.66326 3.90301 2.86013 3.47355 2.67528 2.57887 2.41854 2.24324 2.21254 1.94967 2.21607 1.77387 1.75793 1.64034 1.4928 1.95981 1.48362 1.47868 1.41992 1.34784 2.17705 1.3339 1.79957 1.26337 1.37854 1.12915 1.1901 1.06363 1.06298 1.05413 1.23793
threshold=0.01001136936247349 -0.076642610365524874 0.00041191179479938006 0.4903806252405048 0.10065073706209661 0.14395608455693557 -0.94337067892774928 0.0083114216104149836 -0.0011532432107713637 -0.50910348963225249 0.073253016918897643 0.020079556299137154 -0.037933910615195347 -0.98892862156208128 -0.15805457026246097 -0.00081780026348783608 0.98260388887138117 2.1316938727977689e-05 0.40927395224571234 -0.030460746170792332 0.094783311809234175 -0.38352198649646502 0.13232765626162293 -0.034689137648375175 -0.01436983011459903 0.09478381515654298 0.11031067230812451 -0.024867126073477099 -0.82614248036406923 -0.0055447658723609796 0.22895798412335822 0.09478381515654298 -0.091596213317543404 0.008479727502896375 0.19990890110275925
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 5 6 8 -4 12 10 -2 -3 -7 -8 17 27 -10 29 -1 19 33 -11 -9 -20 -23 -25 -21 -27 -15 -29 -5 -31 -22 -14 -17 -35
right_child=1 3 4 16 -6 11 7 21 15 20 -12 -13 32 14 -16 18 -18 -19 22 25 31 23 -24 24 -26 26 -28 28 -30 30 -32 -33 -34 34 -36
leaf_value=0.10067976460558492 0.030051853882557895 -0.023433696628851499 0.049486116187083838 -0.082670454423341408 -0.077186727909915265 -0.0403244812718591 0.037606217172778539 0.082011306699251982 0.037657943779299922 0.011997383900506678 -0.053641830985867202 -0.086221184564457445 0.0099715521495367544 0.078623585609077451 0.058690342453900993 -0.061467792697061166 -0.088646101437821201 0.062005008531627596 -0.077229252980236515 -0.049662822409291874 -0.053063963300034371 0.052604462611638564 0.00055288338214874483 -0.020490517893271019 0.035243784311769638 0.025588941334235268 -0.028907184182378528 0.035370905027373452 -0.019337025338580775 -0.061733665582976729 -0.022457970281177683 -0.0020707010490690196 -0.016208550299597276 0.027035947370832737 -0.016888701340458463
leaf_weight=17.268136558588594 64.67006673492142 49.067610514466651 45.416674299805891 20.80433139714296 6.2709640445536925 22.447249990247656 18.119630891946144 6.7944485525367773 5.6381579006556413 33.002950088528451 57.634955583751434 20.260967542679282 33.672597399097867 3.6028767871903282 99.343658786441665 2.2007938477909219 39.074465912359301 30.052929688710719 7.9326724965067097 17.47959283387172 7.3464445886202183 21.599125797511078 3.3330839517293498 9.3706762687070277 27.8022354975692 8.0545055955881235 24.46460399456555 11.869636773248207 7.5266161178005833 48.625068061810452 9.1699002799577993 9.2288668145774846 28.751190877752379 17.017213887564143 10.299671489279715
leaf_count=301 6435 5948 2620 2580 653 3259 1258 288 885 4081 7941 1954 2533 160 3702 274 4192 826 917 2060 622 1465 462 1027 1824 805 3032 435 434 7458 1259 957 2519 1659 1225
internal_value=0 -0.031337 0.0402382 -0.0464968 0.0242465 -0.0346188 0.0275676 0.0207545 -0.0288411 0.0168971 -0.0397505 -0.0620981 0.00684306 0.0588815 0.0522146 -0.0167683 -0.0713111 0.076118 -0.0201485 -0.0153218 -0.000262063 0.0378437 -0.0542166 0.0327376 0.0211941 -0.0273844 -0.0154093 0.024243 0.0141418 -0.0626932 -0.0555021 -0.0246717 -0.0020865 0.00511051 0.0104744
internal_weight=0 477.753 367.461 363.505 197.798 245.831 191.527 146.11 203.123 114.248 106.703 42.7082 80.5434 169.664 122.343 96.4203 117.674 47.3211 90.7821 79.5164 49.5783 65.5665 11.2658 58.772 37.1729 49.9987 32.5191 22.9991 19.3963 78.5993 57.795 16.5753 62.4238 29.5177 27.3169
internal_count=78050 58005 20045 45910 14187 30421 13534 10914 25208 12095 13889 5213 6310 5858 4731 11319 15489 1127 10434 9055 5660 4604 1379 4316 2851 5897 3837 1029 869 11297 8717 1579 5052 3158 2884
shrinkage=0.1


Tree=13
num_leaves=36
num_cat=0
split_feature=3 3 0 0 8 7 3 5 10 8 15 3 0 5 5 10 10 3 10 10 15 3 10 10 10 10 5 5 5 13 5 13 10 13 10
split_gain=83.9057 24.4165 9.13867 8.75471 4.35566 3.99054 3.94477 2.4393 2.39552 2.2896 2.23773 2.28631 2.08216 2.15788 7.25568 2.0114 1.99692 2.2326 1.94228 2.28432 1.91733 1.87666 1.87009 1.76995 1.53671 1.52929 1.49042 2.28186 1.69878 1.46449 1.45805 1.35277 1.63936 1.30928 1.3006
threshold=-0.10574219282716511 0.35645890937394148 0.00030817792867310351 0.010433665011078121 0.14977824834417061 0.21394908033243101 -0.56540766665602848 -0.0008776388212949417 -0.45095191509853044 -0.20881776834366816 -1.0673087349338515 -0.74626821983838443 0.089813526719808592 -0.063918118103168664 -0.063924000229542463 -0.10172099072536336 -0.062539253971257855 -0.97984707822615735 0.011232844138363661 -0.081110444476694341 1.0595672923428532 0.98260388887138117 0.59821970517609702 0.69377270693627346 0.6861634150630862 -0.063758888514185152 -0.063918118103168664 -0.1099517838679997 0.29063128197977223 -0.010278861001782961 -0.0008776388212949417 0.0019727131973771195 0.6861634150630862 0.0034099860332004119 0.59821970517609702
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 5 7 26 15 12 -9 22 -1 25 13 14 31 -4 17 20 19 -8 -17 -3 -10 24 -6 33 27 -2 -28 30 -19 32 34 -12 -5
right_child=1 21 6 4 23 -7 18 8 9 -11 11 -13 -14 -15 -16 16 -18 29 -20 -21 -22 -23 -24 -25 -26 -27 28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.032163972843474324 -0.027408956566058757 -0.058647616879175718 0.070815548717569704 -0.0096672142403168466 -0.051686701571661359 0.050888005670823556 0.019377760658819396 -0.080960912148770714 0.017007150079490756 -0.0082821875399544803 0.059181774318099505 0.030245517290694347 -0.045832216361145227 -0.044674739140242739 0.1599938421927268 0.047020541435657127 0.05190636809865154 0.065871484582185738 0.036629436433876249 -0.018562884546831131 -0.061377804043997425 -0.08567055938837978 0.12669989108372312 -0.10736429412010413 0.045425935568499463 0.079337894664903028 -0.020718735589932397 0.050996571983015174 0.046795985600326051 0.0063558071531743176 -0.018725882657958406 -0.038175788300112798 0.030505543585096769 -0.0028847301771843755 -0.088011606521553473
leaf_weight=2.6142834648489943 5.584051399666353 88.24275472163572 13.766527693602255 17.958479372522568 28.127779417234709 22.741234284010716 29.629851240955759 4.2193535850383332 5.3191676663118406 94.932566683681216 37.7666552598821 19.471890409011394 42.053428901679581 20.848286417487543 2.4911717278882852 39.392125268117525 34.078177588817198 8.6070631773909536 17.5423658292857 34.168863674509339 1.7022566036321212 36.259242417349014 2.1957795233465731 5.5917107572313389 1.7296505826525379 51.991325741750188 28.774802788917441 11.071441871405112 4.2813452178379512 56.151131688267924 2.6691073136171317 16.517361638718285 10.015175691922193 3.7348401056369758 2.402451866073533
leaf_count=94 486 13518 1535 2292 3823 1101 3065 507 518 11004 864 935 6009 3048 338 2405 2349 477 1438 3737 94 4262 107 368 178 1506 2552 641 329 5126 255 1832 939 109 209
internal_value=0 -0.0288324 0.0362366 -0.0144778 -0.0232117 0.0161896 0.0250217 -0.0179468 -0.00711733 -0.00407604 0.0593019 0.0614187 -0.0282342 -0.0176971 -0.00630813 0.0343129 0.0307889 0.0241576 0.00716064 -0.000942221 0.0425303 -0.0665176 0.0490581 -0.0557309 -0.0460609 0.0679112 0.00031632 0.0247097 -0.0119744 0.0129601 0.045847 -0.0151428 -0.0026183 0.0535962 -0.0189113
internal_weight=0 451.357 353.286 326.855 254.402 72.4529 237.707 218.953 106.667 102.448 115.579 112.965 112.286 70.2329 49.3846 156.366 142.6 108.522 81.3411 63.7987 41.0944 124.502 7.51495 35.4491 29.8574 93.4928 49.7116 16.6555 33.0561 67.4273 11.2762 46.8935 30.3761 41.5015 20.3609
internal_count=78050 54061 23989 36281 31172 5109 20481 26803 12136 11629 3508 3414 14667 8658 5610 12241 10706 8357 8240 6802 2499 17780 625 4369 4001 2479 4008 1127 2881 5858 732 5272 3440 973 2501
shrinkage=0.1


Tree=14
num_leaves=36
num_cat=0
split_feature=1 1 1 13 5 13 1 4 15 1 13 0 5 0 11 1 10 4 4 10 4 4 13 0 13 0 0 5 0 0 5 11 4 10 10
split_gain=79.276 16.606 6.71093 3.49842 3.29225 2.70205 2.61227 2.01089 1.65394 1.57906 1.57216 1.3317 1.59151 1.31265 1.30652 1.20654 1.17567 1.14426 1.11697 1.08933 1.02466 0.991375 0.933954 0.933397 0.899546 0.852254 0.968764 1.21329 0.907639 0.838452 0.808391 0.798169 0.797736 0.866368 0.778434
threshold=0.0072476298082619914 0.15271598100662234 0.000364005973096937 0.0036323010723284138 -0.023658544560460498 0.0033286693580821406 0.39902016520500189 0.039030179381370551 -1.0080331991328919 1.3905876585340595e-05 -0.009586281314237657 0.034352868795394904 -0.014397294082312604 0.010433665011078121 0.0073197112739125311 0.033500280231237418 -0.087424051445389492 0.00029883722891099756 -2.6408088160678741e-05 -0.27365481741140968 0.0055685089901089677 -0.012806329876184462 0.012590936594207102 0.12695209681987765 -0.0038739293744009186 0.016520935110747818 0.1387041434645653 -0.012747246098606979 0.0023236903361976151 0.01742998976260424 0.29191544671220454 -0.029877150569141114 -0.00056499941274523724 0.25604106491072492 0.6861634150630862
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 -4 25 11 10 -1 -10 30 -3 -13 16 15 -12 -7 18 23 -14 21 -5 -18 -8 -21 28 27 -27 -6 -11 -2 -17 33 -33 -16
right_child=1 6 4 20 5 13 17 -9 9 29 14 12 19 -15 34 31 22 -19 -20 24 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 32 -34 -35 -36
leaf_value=-0.019444488141474939 0.017748248152778191 -0.089986697703314592 0.050667009228149096 -0.017138828702870354 0.030570746790638228 0.015581302699623373 -0.096702419430060471 0.014278850578988958 0.074348971571633476 0.047836523956045915 0.002626864573557122 -0.056173930285408541 -0.075242665298178718 0.035060973928483188 -0.036687643746126028 0.048689462080041074 -0.023240665837485901 -0.037288281502081216 -0.086017113223279151 0.0012597261721307516 -0.014092617206425155 -0.048347199151580228 -0.090422476310181701 -0.053017166330942202 -0.030434882365941541 -0.018275813840824134 -0.02391481720152917 0.070725772729449507 0.009449066359514896 0.091168539621858002 -0.07432425965852972 0.0013687572015575922 -0.029533103562291191 -0.039474978026192806 0.014485703559309421
leaf_weight=3.0183055792003861 22.091521395836029 5.0859751378302454 37.261988322250545 14.295754708495222 46.207379385246895 7.2505107530159938 5.7509764355199868 40.162307187798433 33.623699838877656 107.36030355549883 49.409450319304597 29.296755412360653 4.3809963141393373 5.5907737578381775 30.2375949799316 1.7560314977599762 15.776969245693182 12.298915781779213 27.237356110766996 11.559828167228259 23.718589750817046 35.344721948567894 2.3816707522491916 32.707535853900481 39.735623705608305 1.7941805443260808 1.6498927450738836 10.468903585569931 36.34947972453665 4.6591870618285602 0.99660904239863057 23.644179336348319 36.649361320451135 6.6552014953922471 3.2966708018211639
leaf_count=136 2669 547 2744 1758 3068 529 755 4322 912 4240 5805 4436 594 420 3989 178 1314 2095 3025 1653 2853 4413 167 5118 5758 219 68 644 3172 262 135 3645 5221 795 391
internal_value=0 -0.0269007 0.038421 -0.0123349 0.0245196 0.0168762 -0.051885 -0.00589828 0.0538251 0.0553435 -0.0105359 -0.0402825 -0.0373075 -0.00880755 -0.014237 -0.00929124 -0.0184599 -0.0652823 -0.070523 -0.0273801 -0.0311903 -0.0393596 -0.0320522 -0.0595497 -0.0232923 0.0251295 0.0480253 0.0577042 0.0212709 0.0496388 0.0137739 -0.0178622 -0.0196078 -0.00760249 -0.0316569
internal_weight=0 456.312 313.393 288.258 164.732 127.47 168.054 214.899 148.661 145.643 174.737 90.0592 84.9732 30.9999 151.648 118.114 25.4092 77.9948 65.6959 55.6764 73.3591 49.6405 18.1586 38.4585 51.2955 96.4698 13.913 12.2631 82.5569 112.019 23.0881 68.7048 66.9487 30.2994 33.5343
internal_count=78050 60155 17895 36174 12345 9601 23981 27150 5550 5414 22828 12988 12441 2430 20024 15644 2010 10993 8898 8005 9024 6171 1481 5873 7411 7171 931 863 6240 4502 2804 9839 9661 4440 4380
shrinkage=0.1


Tree=15
num_leaves=36
num_cat=0
split_feature=1 3 3 3 3 1 6 3 7 1 0 3 13 3 13 12 15 3 15 1 15 0 1 0 3 12 7 12 12 13 13 7 12 6 0
split_gain=66.9383 24.5147 7.49442 5.96141 5.37757 4.85908 3.3558 4.1356 1.85986 1.68715 1.65697 1.54927 1.90097 1.50865 1.41678 1.37124 1.20571 1.18622 1.18275 1.05173 0.948885 0.907097 0.856535 0.881518 0.838044 0.830168 0.823908 0.817237 0.815946 0.814279 0.788741 0.777775 0.735417 0.708437 0.679806
threshold=0.0072476298082619914 -0.01242566481232643 0.77999979568994615 0.1255158176791156 -0.40984498060424807 0.00012537384463939818 -0.30619488912572362 -0.42986685025971377 -0.034993646367862098 0.27395156025886541 0.017804897390305999 -0.99575509902206238 -0.011472388936234717 -0.98892862156208128 -0.003621540819438082 -0.0061819412909977786 -0.84944378000675302 0.98754664178341056 -0.084384160620243079 0.031797423958778388 0.38086067393488804 0.035593243315815933 0.0010300012072548272 0.0031500740442425017 -0.982322948926594 0.0030718285510518092 -0.15805457026246097 -0.0055447658723609796 -0.0045668001954240608 0.0068509848102293767 0.0048871608767501228 -0.23111767331289976 0.0078844668100990604 -1.1255173064861161 0.02240309584885836
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 14 5 24 13 10 11 -9 29 16 20 -13 -1 -3 -16 -7 27 -5 34 -8 -21 23 -10 32 -14 28 -4 -15 -6 -18 -23 -2 -12 -17
right_child=1 2 17 18 9 6 7 8 22 -11 33 12 25 26 15 19 30 -19 -20 21 -22 31 -24 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.074311454602607491 0.037097427790426872 -0.019077490106158421 -0.08337850377956818 -0.1148737332697799 -0.003302470829910881 -0.050249666491621547 0.084683332211689444 -0.025058829341587326 0.018048956016102 -0.054232250848527265 0.13009800795079871 0.07105224549579961 0.010302721142337712 -0.040637299273479449 -0.059568941247441935 -0.032556408453313444 0.044795203544343576 -0.088219490470545878 -0.0075626898307967821 -0.06617996852036051 0.0054326470715959189 -0.059168141364259456 -0.0026980966809886575 0.080755673256739172 0.018822847897032976 0.03526062383546847 0.052277895577398016 -0.054038750900593971 0.034214690079236304 -0.030659542263853215 0.012487896588643915 -0.031283274093968617 0.10456522946110867 0.066317583044272335 0.0053264111453474594
leaf_weight=30.43449204886565 15.864132830931341 47.895137546453043 12.999177176156079 2.9730730164446868 80.984070250182413 1.5169622395187605 8.1275012916885299 22.81355602608528 8.9385094227036479 8.2194232224719581 2.0115847972920156 8.6823793794901558 32.013452046492603 1.7394535074708972 26.321616598434048 9.0648942021944112 51.154640511609614 26.718943178479094 1.5691546779125918 10.553902785177341 1.8557656807824958 11.585209250915794 13.985254889528731 2.9923234474845222 53.095563013310311 22.833266310801264 57.257048986444715 35.204895541988662 8.9467552686110121 12.568730480095835 8.8664930897066352 73.226995433098637 1.7988203220302228 12.971259904617908 9.9216296043014136
leaf_count=751 1420 7063 1835 203 10122 117 355 2297 658 1092 52 416 2371 90 3433 1197 3150 3619 293 1283 80 1650 1402 196 6243 1487 2127 6079 413 1435 601 12132 174 836 1378
internal_value=0 -0.0253762 -0.0445632 0.035894 0.00392664 0.037632 0.0286354 0.018355 -0.00423637 -0.0107943 0.0450583 0.0333303 0.0275754 0.0558087 -0.0339326 -0.0389903 0.0377974 -0.0713187 -0.0778021 -0.0342536 0.0699516 -0.0385327 0.0140933 0.0337762 0.0250998 0.020693 0.0475206 -0.0619508 0.0220306 -0.00697787 0.0400227 -0.0350923 0.0439684 0.0748807 -0.0127603
internal_weight=0 436.023 263.492 301.683 172.531 297.141 198.763 122.242 48.7296 101.772 76.5209 73.5124 63.5291 98.3777 188.569 140.674 61.5381 74.923 4.54223 114.353 9.98327 95.3661 25.9161 11.9308 70.7585 54.8467 67.9433 48.2041 10.6862 93.5528 60.0211 84.8122 17.663 14.9828 18.9865
internal_count=78050 60155 39669 17895 20486 17399 14018 9262 4553 12649 4756 4709 4274 3381 28136 21073 3868 11533 496 17640 435 15065 2256 854 7837 3858 2630 7914 503 11557 3751 13782 1594 888 2575
shrinkage=0.1


Tree=16
num_leaves=36
num_cat=0
split_feature=3 3 4 3 9 3 3 12 3 4 15 9 5 13 9 13 5 5 9 12 11 5 12 15 3 13 5 5 9 9 15 4 12 4 9
split_gain=56.2557 22.2305 8.36426 2.91258 2.82176 4.64403 2.2205 1.99388 1.58199 1.57069 1.78959 1.54121 1.54202 1.40355 2.29688 2.26304 1.9551 4.10024 1.39666 1.36725 1.2556 1.14906 1.11398 1.044 1.01427 1.00835 0.977251 4.09889 0.967232 0.96189 0.943543 0.939542 0.936167 0.910824 0.908686
threshold=-0.37341326510068024 0.3759993535932154 0.13114019855856898 -0.019404556602239605 -0.2724446550875726 -0.90597025502938766 -0.99702071928550129 -0.0046652465175450646 0.98260388887138117 -0.033755527809262269 -0.035901864066614844 -0.42447059611136456 -0.1099517838679997 0.0036323010723284138 0.79424222342008777 -0.0073767227363487498 -0.10928457849172868 -0.1099517838679997 0.85628955194357415 -0.0061819412909977786 -0.019377876871995433 0.09478381515654298 0.0030718285510518092 -0.96029942466330442 -0.98892862156208128 0.0011883182882932929 -0.063924000229542463 -0.063918118103168664 -0.53355871336626615 -0.45829564158845798 -0.59875179548243918 -0.00037407827039714897 0.0054350042685205957 -0.15689682960510251 -0.25858609883077116
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 11 6 24 -1 -8 34 10 -9 12 -2 14 16 -16 17 -5 21 -15 -17 -13 -11 -7 -6 33 -18 -28 -21 31 -14 -24 -26 -25 -3
right_child=1 8 -4 13 5 23 7 9 -10 22 -12 18 30 19 15 20 26 -19 -20 28 -22 -23 29 25 32 -27 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.064490219690271411 -0.08854151904887235 -0.037834902923941816 0.032085471579499945 -0.027696517566192531 0.073357200918327772 -0.068693880333332485 -0.017409555004515534 0.025923814250179391 -0.082375991736074961 0.018427927778771152 -0.058032212650709104 -0.018051986985575488 -0.018442214007601165 -0.074806402196323438 0.073864854009345768 0.059878545446162834 -0.059632756277460855 0.057157302564788362 0.058647905071038856 0.048213433611052674 -0.014489973142583374 0.0073697757375367941 0.06228972351096982 -0.04718913730382223 0.041458299984754338 0.011370445509142686 0.14889676132594146 -0.031227154024663195 -0.033601589861220679 0.070602381486711233 0.027162180999322352 0.0081821433575984381 0.069825864232915674 0.038796689661655254 -0.061857015253564643
leaf_weight=11.43894963164348 1.3825847993721243 22.715850081294775 43.151592037989758 18.044812637235736 38.547765528550372 1.1156272389926005 13.633077282342127 5.8023230193648487 28.043285315347021 28.072912750707474 4.514197383541612 74.550700344232609 5.4772807662375298 8.4766429816954751 4.4563834986183819 2.6072798559907886 11.258517441397997 8.3204430686309951 2.8815507438266641 1.5073686790419731 17.562289261724796 23.348446574265836 5.3863666700199246 1.2634413759224106 31.933513853262411 22.919174524722621 1.2875476819463063 67.221771769371117 34.917165477585513 10.426824320922606 26.421494725160301 7.939790356089361 18.300340520421742 49.368749111075886 51.32689611375099
leaf_count=391 131 3890 3232 2939 1985 121 1305 311 4285 1873 256 8667 485 1061 494 301 1474 668 293 275 1885 2645 262 95 2496 2309 219 10866 4673 566 2592 432 934 4190 9270
internal_value=0 -0.0210509 -0.00916148 -0.0149082 0.0379472 0.0456975 0.0234224 0.0172228 -0.0621483 0.0248206 -0.0108128 -0.00380781 0.0148502 -0.0233798 -0.0181418 0.00937276 -0.0245259 -0.000918041 -0.00996935 -0.0386338 -0.0048765 -0.011989 0.0319139 0.0273171 0.0611557 0.0287734 -0.0323289 -0.0278419 -0.0302158 0.0478525 0.0193315 0.0300522 0.0517927 0.0366511 -0.0544872
internal_weight=0 454.96 352.874 309.722 250.663 163.449 87.2144 75.7755 102.086 62.1424 10.3165 134.062 33.2814 175.66 130.759 24.626 106.133 26.3653 100.781 44.9012 20.1696 97.8991 51.8259 74.667 88.7816 73.5514 79.7678 68.5093 36.4245 23.753 31.8988 13.3262 50.2339 50.6322 74.0427
internal_count=77871 60345 42900 39668 17526 12130 5396 5005 17445 3700 567 14813 3208 24855 18846 2680 16166 3607 11605 6009 2186 11312 3133 6715 5415 6594 12559 11085 4948 1260 3077 694 3430 4285 13160
shrinkage=0.1


Tree=17
num_leaves=36
num_cat=0
split_feature=1 3 3 2 3 3 8 1 0 1 5 3 5 5 5 8 2 5 5 13 5 5 5 5 1 8 3 5 5 2 13 13 5 5 3
split_gain=50.3585 17.5553 5.76674 5.6284 4.62976 3.78036 3.22732 2.49636 2.32473 2.9392 2.27409 1.79491 1.46456 1.0304 1.04947 2.13582 1.68148 0.979817 1.0484 0.946132 0.935312 2.50613 1.66765 1.1561 0.952146 0.917252 0.914819 0.928881 2.07884 0.896002 0.876059 0.843988 0.826981 0.785508 0.964077
threshold=0.0072476298082619914 0.020910281571559611 -0.40984498060424807 6.8246201408328502e-05 0.89580363183631573 0.1255158176791156 0.20492857929806635 0.27395156025886541 0.017804897390305999 8.4204610175220309e-05 -0.037933910615195347 -0.63451611180789758 0.21893208886099239 0.09478381515654298 0.11031067230812451 0.048310087424425392 0.039006656035780914 -0.011754539222457365 -0.0019754022418703855 -0.003621540819438082 0.09478381515654298 0.094783311809234175 0.090244526837198122 0.10219339875726456 0.084340516477823271 -0.14355222237074186 -0.10574219282716511 -0.11198204363291177 -0.10928457849172868 0.0018661528010852637 -0.0064872894960526463 0.0053262629278819076 0.092309786171609592 -0.017315369094327033 -0.98496595428196076
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 33 25 6 8 13 20 9 -5 -11 -12 31 -3 15 16 -15 -6 -19 -17 21 22 26 -22 -25 -1 -4 30 -29 -23 -28 -13 -8 34 -2
right_child=1 4 7 5 17 -7 32 -9 -10 10 11 12 -14 14 -16 19 -18 18 -20 -21 23 29 -24 24 -26 -27 27 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.043063742034722824 0.10647119158183148 -0.033717476963807474 0.0082214335461805316 0.046474182080994811 -0.084947224966284457 -0.073285189991229169 -0.050407913012883665 -0.053749440503076951 0.053514902557530636 0.037534123582798402 0.020835562743962331 -0.0077768700300480734 0.02982401430352602 -0.12440393420794529 -0.028838708557878137 0.020073057157671326 0.055397631140329057 -0.004558892245681968 -0.064836204095884739 -0.058923603224712344 0.063356333441748638 0.055311145616456718 0.073047945333052131 0.010786790639713391 -0.02770822442192223 0.06329770077435147 0.018257016276979138 0.037076112051396423 -0.018914048372045592 -0.064819865780883515 -0.043847964375050119 -0.044108682488030661 -0.083917697094855026 0.015476026804384931 0.031606825773208301
leaf_weight=44.260342883993872 1.9767480463488016 75.412902507465333 18.856998536008177 34.290442852594424 24.781498178184847 4.0025833548861547 17.942313246894631 14.33678079524543 24.674123171454994 29.829466481343843 43.670349218533374 34.906117726466618 9.063654159777796 0.55970744555815866 17.766193455929169 2.2414113994454965 7.3537791862618178 3.3094047031481777 22.526136967440834 4.6853751500020735 3.0556874977773978 0.65777003858238359 2.419414851057808 20.607933736144336 9.3362536102067661 45.369696177425794 2.6338316003093523 8.0475263616535724 37.68098241774716 11.066555929835884 16.50289952871389 7.8276566634885958 12.492252803640438 51.564019445941085 13.250326190493068
leaf_count=1675 291 13913 2795 1557 4121 487 3324 2244 1956 2136 3345 3481 825 23 2986 308 929 845 3791 578 320 47 243 2597 1248 1623 386 992 5628 1118 2198 749 1555 5740 1817
internal_value=0 -0.0227072 -0.00294899 0.0326802 -0.0448609 0.0228606 -0.0353993 -0.014135 0.0249491 0.0205324 0.0134329 0.00590234 -0.00668785 -0.0272953 -0.012442 0.00718753 0.0426806 -0.0707413 -0.057115 -0.0333614 -0.00979513 -0.0147043 -0.00880058 0.00476364 -0.00121551 0.0533059 -0.0111659 -0.0168019 -0.00906063 -0.0580802 -0.0353003 -0.0144319 -0.0641624 0.0213692 0.0413256
internal_weight=0 401.065 211.994 277.894 189.071 188.264 138.454 145.203 184.262 159.588 125.297 95.4678 51.7974 108.019 32.6065 14.8403 7.91349 50.617 25.8355 6.92679 130.866 97.866 86.1417 32.9999 29.9442 89.63 83.7222 64.8652 45.7285 11.7243 19.1367 42.7338 30.4346 66.7911 15.2271
internal_count=77871 60037 27664 17834 32373 14536 23616 19816 14049 12093 10536 8400 5055 18737 4824 1838 952 8757 4636 886 17572 13407 12242 4165 3845 3298 11999 9204 6620 1165 2584 4230 4879 7848 2108
shrinkage=0.1


Tree=18
num_leaves=36
num_cat=0
split_feature=3 3 0 8 8 14 3 9 3 8 3 9 12 3 9 9 9 9 9 9 14 14 7 9 9 9 9 9 3 8 12 15 14 14 15
split_gain=42.8604 17.0817 3.99122 3.56633 2.03761 1.70004 1.67167 1.77959 1.71969 1.47291 1.43728 1.30151 1.78401 1.20949 1.19626 1.17028 3.62765 1.81569 1.93219 1.17805 1.16057 1.1433 1.14287 1.10025 1.39969 1.07932 1.00753 3.10113 1.45319 1.0201 0.969314 0.947741 0.922956 1.66407 1.04821
threshold=-0.37341326510068024 0.4903806252405048 0.00011708668898791076 -0.031943688709177971 0.25043025112103418 0.17032196242881917 -0.99656819351980619 -0.30256413185296693 -0.88674592851168643 -0.25524836595948613 -0.77726714900700233 -0.12698352686830702 -0.0031442227256759168 0.95612344854453124 0.11751573715739223 -0.42447059611136456 -0.42449237182921723 -0.53355871336626615 -0.53355938687138649 -0.36942765480016149 -1.439294531424826 0.4198770178519825 -0.33494474869417556 -0.42447059611136456 -0.42449237182921723 0.85628955194357415 0.85628955194357415 0.8561393482908527 0.065035042352974429 0.10615235814705808 -0.0041773412897653838 -0.0058763773376551602 -0.30320092344778377 0.13884738933888785 -0.037096516861984112
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 9 15 -1 32 20 -9 22 -7 12 -3 -13 21 16 17 18 -5 -17 -8 -10 -2 24 -6 -11 27 28 -21 -28 -22 -24 -4 34 -34
right_child=1 11 6 4 23 10 7 8 14 25 -12 13 -14 -15 -16 19 -18 -19 -20 26 30 -23 31 -25 -26 -27 29 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=0.041796736230164486 -0.055621190589857608 -0.073747817302625626 0.10602171645538772 -0.041908950737581017 -0.036190307124139891 0.085145728297930046 0.11443175596354888 0.04360876831749376 0.029898021058504115 -0.0028094428821438967 0.01767101826473684 -0.057057716322669497 -0.028517451236762026 -0.089693528319101851 0.0075248177786033967 -0.056786875497383177 0.042118227414805059 -0.052527791851979616 0.044545462379405938 -0.006826931434500489 -0.019346419273232978 0.10798066746273063 0.012637213263370218 -0.069077221351741533 0.11467047042438522 0.058158662301013409 0.043613298715599685 -0.063612289373593311 -0.032532917268195259 -0.027570778468213542 0.013517223902569828 0.056420317815753754 0.047610263113864439 0.088164712510709203 -0.024696824938884455
leaf_weight=34.496294120443054 1.5447700634831587 13.996983452583661 3.0787575568538186 4.6890406705206242 3.3707449268549681 22.393987417803149 0.99929361371323366 52.094156828738051 16.346667537291072 116.62180818017805 3.674934167880564 27.266104626571178 23.132202363398392 19.460492909973254 35.843450367450714 7.7400914884638032 13.518463661195709 10.942488389031498 5.7613525162450969 84.78226095091668 11.837784512666984 2.118204000988043 10.284900388214741 11.215252679015972 0.75225592451170165 2.9778047722065812 5.2977499608532508 13.838928280631078 29.693480112022371 3.2470119970384985 37.111666668730322 9.5205161439953336 4.7287036837078631 5.4667650475748806 3.4805646125460026
leaf_count=1141 155 2202 112 839 563 619 58 4432 1752 14000 174 5719 4484 3512 4015 930 1136 1611 874 12359 1318 111 909 1595 47 334 646 1405 5794 410 2910 821 350 297 237
internal_value=0 -0.0191712 0.0342661 -0.00908917 -0.0178542 0.0563611 0.0265357 0.0233187 0.0306284 0.00302763 0.0756338 -0.0595444 -0.0455684 -0.0706497 0.0181772 -0.014865 0.00156735 -0.0240573 0.00575379 -0.0188324 0.00774752 0.0388553 0.0272223 -0.0528382 -0.00866523 -0.00129145 -0.0166858 -0.0189 -0.0134947 0.0165633 0.00556958 0.0336839 0.056555 0.045419 0.0169535
internal_weight=0 419.655 233.671 335.799 194.849 60.5652 173.106 156.351 106.402 140.95 26.0689 83.8558 37.1292 46.7266 54.3083 179.511 34.9113 21.3929 10.4504 144.6 49.9487 18.4649 21.3502 15.3383 4.123 119.6 136.859 128.315 114.476 8.54476 48.9495 19.8054 16.7548 13.676 8.20927
internal_count=77871 60345 17526 44428 28209 1934 15592 14596 10310 16219 793 15917 6686 9231 5878 26004 4460 3324 1713 21544 4286 1863 1885 2205 610 14334 20614 19558 18153 1056 4228 1730 996 884 587
shrinkage=0.1


Tree=19
num_leaves=36
num_cat=0
split_feature=1 3 3 3 1 0 9 3 9 1 9 4 9 14 3 5 3 3 9 9 0 3 11 3 4 14 3 14 0 4 4 3 9 9 9
split_gain=39.3879 11.0886 5.85144 5.82227 3.22932 2.1721 1.83792 1.76321 1.74879 1.67218 2.21185 1.22622 1.21981 1.14735 1.10092 1.00661 1.20923 1.00137 1.07582 0.98581 0.9616 0.950129 0.895162 0.893336 0.890234 0.877658 0.860844 0.816352 0.9148 0.768045 0.811407 1.47767 0.7165 1.24693 1.83832
threshold=0.014741760212928058 0.4903806252405048 -0.10574219282716511 -0.56540766665602848 0.0017911641625687482 9.0039171482203542e-05 0.8561393482908527 0.095593445235863342 0.1226858906679726 0.14374615252017978 0.79424222342008777 -0.048847645521163933 -0.12698352686830702 0.23357606233920583 -0.98746055424544454 -0.034689137648375175 -0.99656819351980619 -0.98496595428196076 -0.51857902193855698 -0.3919160301732692 0.018412915989756588 -0.69112033917917859 -0.012215321364208871 0.98898087076941021 0.00029883722891099756 -0.53842145180084644 -0.97984707822615735 -0.058744843495094547 0.024936643429100517 -0.017543705791467797 0.045041732490062721 -0.97478419211984135 0.85628955194357415 0.8561393482908527 0.79424222342008777
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 5 8 13 7 -6 27 32 24 19 -3 -1 -15 -13 25 18 -2 -7 29 -22 -12 -14 -11 -17 -21 -5 -29 -18 -31 -32 33 34 -4
right_child=1 12 9 4 6 11 -8 -9 -10 10 22 15 23 14 -16 16 20 -19 -20 26 21 -23 -24 -25 -26 -27 -28 28 -30 30 31 -33 -34 -35 -36
leaf_value=0.044528488295071722 -0.03691242772594195 -0.043170619049427282 -0.017554578048696114 0.024721499625994504 0.0076030835972373456 -0.053579358378130583 -0.043220902039781885 -0.058848764401381919 0.0077490868281545507 -0.053746207810904029 0.032178559453264997 0.063142759546133104 -0.060606767479476756 0.10447574739575152 0.055741554802166443 0.1364402308471325 0.048477524970445988 0.0055988308366022518 0.051730048432339353 0.047629721025793076 0.037270828872397417 0.11394438065417212 -0.018461105384602917 -0.095288356669655072 -0.026025413471983918 0.051215594567312478 -0.0081773815156967918 0.044735683601046489 0.10265705815832665 0.011007008154107545 0.079684833115034132 0.016029096139571247 0.024257334697722774 -0.063619634976312553 0.048073120682123022
leaf_weight=30.626775899087079 1.6073991241864849 34.319802213125513 101.02953901514411 18.352392612956464 53.480864862562157 2.4826342833694062 10.294284918694755 4.3150819859583853 28.809024381509516 36.959567212601542 4.9666685698321116 11.509212256481986 32.21546410722658 7.8581628206884515 11.302768682129679 1.3546697655692685 10.092676387750535 60.612597225757781 9.2376918040099536 4.8830760423443271 5.3521539832581766 2.3153507576789698 11.746948458603581 9.6523383889580128 16.874064108604216 11.187828838243147 6.3694502788857781 17.918163031601583 3.2162074604420914 40.786262290173916 5.4852832636970588 10.879947918292599 4.3309958413592531 5.500564783345907 4.4564946048194534
leaf_count=1028 127 6491 16418 1164 6430 148 955 740 2556 6810 629 1003 7136 170 410 39 729 8531 972 327 422 97 1456 1728 3192 558 571 1004 189 3034 329 891 462 664 461
internal_value=0 -0.0236357 -0.013714 0.0263532 0.0111188 0.0391405 -0.00429204 0.00264175 0.0264832 -0.0230641 -0.0351911 0.0314557 -0.0571463 0.0565358 0.0757281 0.0353417 0.0316831 0.0106062 0.038592 0.00345654 0.0268715 0.0604239 -0.00341287 -0.0686024 -0.0450572 0.0604204 0.0160403 0.0401513 0.0535501 0.0230458 0.0185546 0.0373652 -0.0156453 -0.0172024 -0.014782
internal_weight=0 333.51 257.323 298.872 136.386 162.486 68.0902 57.7959 68.2958 185.865 70.5472 112.699 76.1876 49.7877 19.1609 98.9634 87.4542 71.4577 10.8451 13.7352 74.9117 7.6675 16.7136 41.8678 53.8336 12.5425 11.2525 39.4868 21.1344 67.2442 57.1515 16.3652 115.318 110.987 105.486
internal_count=77871 55077 39722 22794 13038 9756 8125 7170 4913 30092 12087 8148 15355 1608 580 7102 6099 9630 1099 1046 5502 519 2085 8864 10002 597 898 2357 1193 4983 4254 1220 18005 17543 16879
shrinkage=0.1


Tree=20
num_leaves=36
num_cat=0
split_feature=1 3 3 3 3 9 9 1 7 3 9 9 9 0 0 12 3 3 9 7 0 11 9 3 12 5 12 3 9 9 3 12 9 1 9
split_gain=34.3139 13.9515 3.75868 3.73633 2.68977 2.58512 2.37723 2.02277 1.98277 1.84479 1.31862 2.52508 1.27741 1.24009 1.2116 1.16283 1.15119 1.55922 1.04306 1.99057 1.04079 1.02958 0.997048 0.984178 0.855307 0.891892 0.825182 0.801049 0.744581 0.722088 0.717684 0.768936 0.676353 0.662416 0.61891
threshold=0.0033291077706962828 0.012561433592054529 -0.50910348963225249 0.77999979568994615 -0.77726714900700233 -0.51857902193855698 0.1226858906679726 0.27395156025886541 -0.11054997465433211 0.1255158176791156 0.8561393482908527 0.85628955194357415 -0.060277549121114014 0.0033323168754577641 2.0088229575776498e-05 0.0015528785897068631 -0.99702071928550129 -0.99181913787106157 0.79424222342008777 0.043710292989581623 0.028606249019503597 -0.017215871239752285 0.14553596256201759 -0.99300745060463658 -0.011169486636388452 0.095242338322856793 -0.0057917148657495648 0.15703630819916728 0.550219595472068 0.55994415032851041 -0.94337067892774928 0.0035597092092366001 -0.19389421681316851 0.00057083219871856283 -0.30102560664188321
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 23 18 5 16 9 10 13 20 26 -12 15 -8 -7 -5 -1 -18 -3 21 -6 -20 -10 32 -21 -26 -4 -11 -9 -28 31 -16 -2 -24 -25
right_child=1 3 7 12 6 14 8 28 22 27 11 -13 -14 -15 30 -17 17 -19 19 24 -22 -23 33 34 25 -27 29 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.055066827814341336 0.021687491909279585 -0.032456570235811166 -0.018825531385468303 -0.059585387782958112 0.033307706294569563 0.075911982349516891 -0.042720353775571956 -0.05901551056376976 -0.0060345769271687019 -0.13550473898018883 -0.050135636346993175 0.048191335905335933 -0.073965480242237133 0.034308467288708726 0.041944471328879282 -0.017199381678268559 -0.057437694518156536 0.017047940236974288 0.020511941097133782 -0.031308827941783184 0.077786739438089711 -0.051610987125862373 0.046697863348401064 -0.0014403808331249659 -0.0029304363196511079 0.057343875247992539 0.00073838556944543215 0.015127436535745321 0.013983056732616067 0.057148374576820704 0.029704953452526633 0.067311073257460621 0.07017173196836933 0.0095594803939584843 0.020222425407630227
leaf_weight=5.6656836895272162 5.892009808216244 100.28278785810107 23.439506300113862 17.253914530010665 46.24286769144237 17.109263575286604 10.923514242051167 10.142495371372204 11.114630122319797 0.88186695449985453 13.915177750866862 3.2152051689918144 28.120005796845362 2.5844897949718861 28.590777879027883 10.358100374272906 3.4204621608369097 15.75608650082722 2.4495271149207829 2.7535236141411579 5.9361009337590067 10.310745125287214 11.646912915690338 19.100210852862801 4.2841676257958152 5.7498327349312603 93.396999043179676 0.5887256556598004 1.6205320629233018 2.325734509387984 19.105189760681242 20.531316525419243 5.6231276813923596 8.1728215725161117 42.611720077853533
leaf_count=130 492 19790 3279 3218 3091 534 1123 1772 1270 39 1511 337 6138 315 1791 2198 134 653 313 329 402 1316 731 2246 558 735 13745 129 237 316 1458 1033 602 732 5248
internal_value=0 -0.0168634 -6.43396e-06 -0.0374082 0.0331301 0.0438529 0.0210859 -0.00917217 0.00398168 0.0352548 -0.0057383 -0.0316806 -0.0589633 -0.0279824 0.0521175 -0.0436851 0.015463 0.00376217 -0.0278612 -0.00982275 0.0383678 -0.0377659 0.0179393 0.0185255 0.0180609 0.0316088 -0.00200891 -0.0752018 -0.0489589 0.00210896 0.0461506 0.0525468 0.0453636 0.0313836 0.0135177
internal_weight=0 402.845 221.283 181.563 208.271 110.179 98.0919 148.056 44.4424 53.6496 136.293 17.1304 55.732 13.508 85.3365 27.612 24.8422 19.1765 125.831 25.5478 52.179 12.7603 30.9344 73.2271 12.7875 10.034 119.162 1.47059 11.763 95.7227 68.2273 49.1221 11.5151 19.8197 61.7119
internal_count=77945 64380 29785 34595 13565 5733 7832 21197 4171 3661 19188 1848 11554 1438 4816 5416 917 787 23041 3251 3493 1629 2733 8588 1622 1293 17340 168 2009 14061 4282 2824 1094 1463 7494
shrinkage=0.1


Tree=21
num_leaves=36
num_cat=0
split_feature=1 2 2 2 6 2 8 8 1 4 2 4 4 4 12 2 4 6 2 1 7 1 4 6 4 2 7 8 12 8 6 8 7 8 12
split_gain=30.5335 8.92337 4.89544 4.66695 3.1471 2.55311 1.97507 1.64898 1.18457 1.18107 1.14732 1.0984 1.65574 1.03557 1.0104 0.869252 0.803845 0.753587 0.742316 0.718844 0.715526 0.777441 0.71256 0.706287 0.658061 0.650624 0.639868 0.691371 0.629 0.614024 0.587744 0.573143 0.547271 0.551251 0.546423
threshold=0.0086976806633174437 0.49037726223468786 5.7711335102794699e-05 0.0034860621672123675 -0.2356508642017402 0.00061095540877431642 0.11531231556782111 -0.051487614504003298 0.39902016520500189 0.029432884417474273 0.20346529036760333 0.0023639787686988716 -0.00014378290507011113 0.051827671006321914 0.01441940314713829 0.13160724937915805 0.019495445769280199 -0.88426112931173662 0.036158451810479171 2.1316938727977689e-05 -0.41398394990513776 0.14374615252017978 0.14788276702165606 -0.67963123461971098 0.00018092512618750336 1.2736729786411162e-05 -0.10313372709326367 -0.18798320194456961 0.012632161543753516 -0.27523035554872327 -0.59741937842909953 0.25043025112103418 -0.069329122547215793 -0.078425233435472183 0.0014861857917011533
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 25 -2 9 14 8 18 13 16 -10 12 30 17 -6 -9 19 20 28 -4 -5 -22 -20 29 -14 26 -1 -28 -7 -11 -3 -8 33 -27 -29
right_child=1 11 4 6 5 7 31 15 10 23 -12 -13 24 -15 -16 -17 -18 -19 22 -21 21 -23 -24 -25 -26 32 27 34 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.078348508026572922 0.019673763024826939 -0.062027322299530833 0.079288155211006059 -0.1151172470658246 0.01997008646219511 -0.0053217195328586729 -0.029178424428947337 -0.020582107841420519 -0.052074576718280363 0.098492541700100203 0.013264719375313455 -0.01899166748753095 -0.077209472730718681 0.0079431021619970083 0.069422874543425911 -0.077678387309913527 -0.032184138985274002 -0.011537852153054163 0.011728324848012152 0.021178642685917654 -0.0098406252405125634 -0.080645622789200386 0.090026360691470242 0.033843265607317354 -0.047114001041226101 0.01431004407437305 0.021098128378187985 0.040619553830046923 0.032780885251660702 0.051233389229961339 -0.026804163263020483 -0.055642151286172274 0.048740723428513211 0.067612558223998226 0.075591490644717346
leaf_weight=11.018440481857395 41.911184093041811 6.3505450040684108 2.2694453445728859 1.1589127209736032 35.868719825317385 28.970597141073085 26.827826540640672 18.787328007107138 12.758874656356058 3.5158914071507779 3.4045264525630037 9.4356565089838096 26.92512355800136 27.108839271459146 4.6693806109542484 3.1074629765935233 2.6570281512103966 136.78571507763991 3.0064006396569303 34.35685404232936 5.2724993761803471 2.1968898926279508 1.8948858518851919 21.468665228167083 9.9505191724674642 11.294444720842874 6.4042109303991301 8.3347976861987316 5.094383845862466 12.608244304807156 18.648485814032028 11.776308518543372 23.046275159111246 2.3426748649217179 9.6295459424145502
leaf_count=405 5140 1296 104 70 2754 3355 4847 2271 2371 161 670 2751 4613 3696 269 434 231 23071 371 3179 794 281 107 1501 2046 617 259 332 431 801 5175 2014 1055 133 340
internal_value=0 -0.0193202 0.0266836 -0.0109884 0.0177924 0.00622365 -0.0166424 -0.00672665 -0.0124259 0.0330516 -0.038312 -0.0507731 -0.0556197 -0.0100007 0.0256663 -0.0286856 0.0209264 -0.0133459 0.0056119 0.0247792 -0.0420089 -0.0306657 0.0419991 0.0457221 -0.0690885 0.048677 0.0583509 0.0493088 0.000376487 0.0615383 -0.035752 -0.0372513 0.0393451 0.0234667 0.0593658
internal_weight=0 340.512 250.346 269.202 178.275 101.399 227.29 60.8611 188.686 76.8761 16.1634 71.3103 61.8747 172.523 40.5381 21.8948 39.2833 145.414 38.9663 36.6263 8.6283 7.46939 4.90129 37.5928 36.8756 72.0704 35.387 24.3686 34.065 16.1241 24.999 38.6041 36.6834 13.6371 17.9643
internal_count=77945 58835 19110 42954 15969 9992 37814 6969 30953 5977 3041 15881 13130 27912 3023 2705 3514 24216 4264 3283 1145 1075 478 2463 6659 3141 1336 931 3786 962 6471 6861 1805 750 672
shrinkage=0.1


Tree=22
num_leaves=36
num_cat=0
split_feature=1 3 2 3 9 9 2 2 0 2 7 3 9 9 7 1 0 12 15 3 1 12 1 2 9 1 7 0 9 3 3 2 2 0 3
split_gain=26.8445 8.669 5.29985 3.96341 2.60108 2.0465 2.00464 2.00523 2.16821 1.30759 1.27366 1.22736 1.19065 1.09523 1.46037 1.41171 1.31077 1.03223 1.00327 0.985654 0.909189 0.895774 0.88515 0.827438 1.35946 0.724284 0.716912 0.666019 0.651462 1.0603 0.647903 0.640273 0.635421 0.810021 0.634991
threshold=0.014741760212928058 -0.064522006548941122 0.00046141591155901557 0.57003115722909581 0.8561393482908527 -0.29945857258256353 0.14710313081741336 0.028104238212108616 0.031243677251040939 1.2736729786411162e-05 -0.043534589785843472 -0.98892862156208128 -0.12698352686830702 0.79424222342008777 0.035161123160303766 0.14374615252017978 0.016520935110747818 0.0016140420290477878 -0.96029942466330442 -0.82614248036406923 0.0039812582544982442 -0.0031442227256759168 0.00057083219871856283 0.0034860621672123675 -0.19389421681316851 0.0022095802705734973 -0.09058948874635836 0.035593243315815933 0.14553596256201759 -0.45806714983700653 0.015402084216475488 0.010898048523813488 0.16465586423873904 0.0076061047147959479 0.98898087076941021
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 23 5 13 6 9 7 8 25 -1 19 -7 17 15 -15 -3 -16 -5 -13 -6 -9 -11 -12 24 -2 -4 -23 -17 29 -20 -27 -18 -8 -34 -14
right_child=1 3 4 12 10 11 32 20 -10 21 22 18 34 14 16 27 31 -19 28 -21 -22 26 -24 -25 -26 30 -28 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=0.044339186070605094 0.0026691547906565532 -0.017967640112514806 0.013463959065598958 -0.051844640698935462 0.022896442216204328 0.06749226401646119 -0.11212978190259448 0.047192610260781725 0.056882141915335277 -0.019402612905773952 0.03619447792807693 -0.057900280867569653 -0.056727448827789587 -0.027203627527017139 -0.13677111097148298 -0.081195753479486932 -0.086705108880440598 -0.013722921415778598 0.041734183545552583 -0.051412455042980976 0.016645621934571732 -0.0047932676763214818 -0.016798729670259204 0.00065261044369173578 0.045960149116440363 -0.0064196145417879579 0.031219218994563619 -0.036021247471552352 0.062358991119294729 -0.010925128690081084 -0.12380973330544312 0.027854488963896709 -0.069548267428831162 0.02095644679415196 -0.089404040897286208
leaf_weight=18.613132850965485 16.246380477910865 86.532997393762344 30.327266579231946 17.990710676604071 2.1187240744475266 24.245165234286105 1.1029037298867468 27.58110154978931 8.2997518106276384 7.414605642668902 5.1879371590912333 1.0259400326758612 25.600444627416437 13.974758860887961 0.527674516197293 3.5206770063377908 0.50598282087594171 11.736360501716261 31.2681228419824 11.333247210597621 15.065848894126246 8.0188163330894913 8.0314087528386136 47.627470335311955 13.10529033532657 30.915494271263018 17.795486757066101 44.699577005507308 11.853216892981434 4.3563899347791475 0.47742154076695342 13.626776622113537 2.0700760575127792 1.8934115461306644 7.7464379134326
leaf_count=710 1913 15383 3149 3641 169 1238 92 1942 775 580 395 98 6575 1807 29 518 51 2582 2065 1060 1974 520 744 7694 1741 4219 990 9789 671 514 53 1709 340 491 1724
internal_value=0 -0.0201991 0.0231901 -0.0300536 0.010152 0.0383015 0.01654 0.019307 0.00889543 0.0231193 -0.0180457 0.0491206 -0.0513459 -0.0218341 -0.00407328 -0.0256082 0.0179752 -0.036794 0.0399373 -0.0397086 0.0364013 0.0112331 0.00399847 0.00879157 0.0219982 0.00244248 0.0200325 -0.0393195 0.0420515 0.0352947 -0.00820488 0.023753 -0.0449944 -0.0263129 -0.0643182
internal_weight=0 303.442 268.995 226.462 144.405 124.591 117.733 112.667 70.0199 51.842 26.6713 72.7488 63.074 163.388 28.6352 134.753 14.6604 29.7271 48.5037 13.452 42.647 33.2289 13.2193 76.9791 29.3517 61.7202 25.8143 48.2203 47.4777 35.6245 31.3929 14.1328 5.06639 3.96349 33.3469
internal_count=77945 55156 22789 43808 15403 7386 13035 12112 8196 2800 2368 4586 14522 29286 3596 25690 1789 6223 3348 1229 3916 2090 1139 11348 3654 7421 1510 10307 3250 2579 4272 1760 923 831 8299
shrinkage=0.1


Tree=23
num_leaves=36
num_cat=0
split_feature=2 2 4 9 2 13 6 14 9 2 6 13 4 6 9 4 4 9 14 4 15 11 4 2 6 14 9 9 9 9 2 6 15 11 9
split_gain=23.2779 9.52712 5.73709 2.36866 1.73305 1.63523 1.53268 1.3106 1.28291 1.26298 1.31117 1.10622 1.08292 1.17834 1.07323 1.04692 1.14775 1.01251 0.918841 0.876205 0.824302 0.807812 0.728326 0.712546 0.700637 0.675475 0.616221 2.11055 1.52201 3.32603 0.607362 0.607108 0.596844 0.591921 0.828602
threshold=0.0013424846692942085 0.56794211268424999 0.011694855988025667 -0.28101977680365803 7.9595036368118613e-05 0.0037144112554543069 -1.5093364739538693 0.13884738933888785 0.85628955194357415 1.6887645870156124e-05 -1.0545765984055875 0.002335367973580089 0.13114019855856898 -0.3144609093851683 -0.12698352686830702 -0.0094451080949511362 0.0032332480186596517 -0.53312839655211774 -0.49985615501303754 -0.036666047759354108 0.40215815465752364 0.0048660060197530794 -0.30140153504908079 0.89138278365135204 0.37854126378178493 -0.1026095592347438 -0.53355938687138649 -0.53355871336626615 -0.42449237182921723 -0.42447059611136456 0.9851846992969514 0.30444696182334513 0.090075608198051979 -0.019377876871995433 -0.064278312027445925
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 7 8 -1 20 26 15 -11 22 -4 18 30 -8 25 -7 -14 -19 -5 -13 -6 -16 -9 -17 -2 -28 -29 -30 31 -3 -18 34 -31
right_child=1 14 12 4 11 17 9 24 -10 10 -12 21 13 -15 23 16 32 19 -20 -21 -22 -23 -24 -25 -26 -27 27 28 29 33 -32 -33 -34 -35 -36
leaf_value=-0.10612555232601151 -0.046005606321445978 -0.010252209094502229 0.0047751420872898789 0.029068217808031035 -0.05530594905630936 0.016913512539343666 0.00057776047549900657 0.081508504419047806 0.022674236980824117 0.081940790781276918 0.0046582450371304299 -0.0081449885832564402 -0.047348248058862855 0.00457602537654179 -0.044365761448306701 0.098923260202812141 0.040388058191495171 -0.0037209055569784053 0.043807054849117455 -0.040438999806737597 0.09849876065634125 0.056725687259541871 0.038705637565239107 -0.073885771380454449 0.045232344829424571 0.04546513874172714 0.029753240478725337 -0.050573145458634054 0.051974366103136785 -0.033664918622718192 -0.055690534619723633 -0.044969507450303314 -0.024098231190134572 -0.018204665731350447 0.03360853652265846
leaf_weight=1.0022351050283749 5.4721190290874793 11.618420126265852 66.639239418116631 17.237330272677358 0.84007181503693473 4.106505168194416 5.4491954459808793 17.744512072182264 10.758238539565353 2.3181224589352487 41.435161999426782 10.569177596946245 1.1613654926186452 16.131596374005312 14.438488930507445 4.9701197105459869 4.2876580236479631 7.6895926590659647 23.112122451100731 41.973899707139935 1.8982679940381775 2.3456348121399051 43.257867929583881 18.854069334403903 7.6064221648848607 4.5070772035978717 11.270288155181332 11.210950075124854 7.6054840884171417 2.825118702778127 9.6829034810580179 8.8920677193091233 2.1574132251553237 108.89221695877495 5.2023730855726154
leaf_count=75 1081 2766 9664 1015 85 689 249 840 1364 127 3390 1254 88 2208 3952 161 209 1100 1857 6828 111 206 4246 4901 377 199 1708 1908 781 389 1962 1768 85 19660 642
internal_value=0 -0.0132778 -0.00633789 0.0313242 0.0409191 -0.015683 0.0165969 0.0557117 -0.0107009 0.0184856 0.0087528 0.0293765 0.0126071 0.0255241 -0.0487014 0.0384112 0.0513592 -0.0308079 0.0394457 -0.0347538 0.0359558 0.00363706 0.0369147 -0.0610834 0.070624 0.0735001 -0.0130557 -0.0118292 -0.0152818 -0.0121045 -0.0350485 -0.0253035 0.018802 -0.0162728 0.00993296
internal_weight=0 387.537 324.051 167.626 101.499 217.007 66.127 44.4865 163.237 65.1247 43.7533 57.0128 107.044 40.4051 63.4859 21.3715 15.9223 53.77 24.2735 49.6635 19.1356 12.9148 44.0979 33.2926 25.3509 9.4772 152.479 147.006 135.736 124.525 30.1934 20.5105 6.44507 116.92 8.02749
internal_count=77945 65316 49967 12629 8134 36150 4495 2343 27533 4420 3517 5791 13817 4153 15349 903 654 8617 1945 7928 1126 1460 4331 8853 1217 360 26169 25088 23380 21472 6496 4534 294 20691 1031
shrinkage=0.1


Tree=24
num_leaves=36
num_cat=0
split_feature=1 3 3 2 3 3 10 3 9 7 14 10 10 10 14 1 9 9 10 7 10 10 9 15 3 3 2 14 3 10 3 1 2 10 2
split_gain=21.5387 8.51895 2.54716 2.49153 1.79948 1.6952 1.69662 1.62529 1.97971 1.43897 1.24434 1.0567 0.926938 1.40674 1.03652 0.926927 1.01823 1.80414 1.07816 1.63472 1.00082 0.920821 0.892812 0.832154 0.76626 0.729044 0.726369 0.687691 0.871491 0.633396 0.781247 0.661714 0.672803 0.630208 0.791392
threshold=0.0055908865761011848 1.0000000180025095e-35 0.90672894846647989 4.0837860069586902e-05 -0.42986685025971377 0.13232765626162293 0.011232844138363661 -0.77726714900700233 -0.51857902193855698 0.098275756789454619 0.18838851974188678 -0.094773961552987798 0.68616721963547589 0.6861634150630862 0.13884738933888785 0.18001069873571399 0.85628955194357415 0.8561393482908527 0.68616721963547589 -0.20073103730519262 0.81842229659461418 0.011113259349544378 -0.31787500792864437 -0.081300674028768338 -0.99399200866901072 0.99704368822676781 0.00050115821068175148 -0.51311950631711201 -0.99702071928550129 0.64741276105088474 0.3759993535932154 0.036697518080472953 0.018673820421099666 0.011232844138363661 5.7711335102794699e-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
left_child=3 4 11 10 33 6 7 8 27 21 -1 -3 13 29 -14 16 17 18 -6 -20 -21 -9 25 -7 -12 -4 -23 -5 -29 30 31 32 -13 34 -2
right_child=1 2 22 5 15 23 -8 9 -10 -11 24 12 14 -15 -16 -17 -18 -19 19 20 -22 26 -24 -25 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=0.032692730667567359 0.040992328871556377 -0.041551170628076513 -0.002141549229375676 0.018860147582075697 0.0039305010853800211 -0.10645570498140472 0.03867451105397212 0.00056724836827708126 0.036981053704720108 0.021577028744618299 0.089366239003947676 -0.066103832412974836 -0.022294102023026674 0.055674076786557641 -0.077092674751588597 -0.031687229952697397 0.065769485599101354 -0.04656854256550489 -0.092690287837554744 -0.063565322221543749 0.030989481128520371 0.034505334743313673 -0.062778835083721646 0.010969448625467015 0.04816778155783575 -0.086193551235764276 -0.043991300723538435 0.036194012944488589 -0.054550185097610816 -0.049714691786042355 -0.031611294613559285 -0.015622730382161174 0.018537714093918196 0.045605277334570427 0.0062860398195267357
leaf_weight=37.518355084990617 7.6647623920871402 30.289154608050012 4.7310649859136893 4.1760310726240277 69.036700059106806 1.5935105945100079 36.589123784171534 24.642456431407481 40.273863107155194 23.924668928142637 7.3548682435648542 1.0314975269720879 8.6745079130050708 2.599001897731795 5.7329955048044203 13.434447220293803 2.0725010996684423 9.380391142331062 3.0336390683660284 1.6635384847177173 3.4223272367380559 1.3444412238895882 28.424203978291189 0.97140253568068047 11.690191120607777 1.3198300770600324 9.5705719017423672 1.3694168262882156 4.6589956874959153 6.2305997106013811 25.01089413347654 50.133460616198136 10.486270388326373 5.9264544332254436 46.005995784216793
leaf_count=1719 639 7207 1320 233 11467 145 2711 3337 3465 2369 261 162 1355 404 754 2383 229 1143 272 228 468 93 6982 236 532 189 891 42 310 823 6253 10054 1779 825 6743
internal_value=0 -0.0156912 -0.0310021 0.0253899 0.000853238 0.0186112 0.0200218 0.0138151 0.0270125 0.00261541 0.0432602 -0.0250136 -0.0204557 -0.0168884 -0.0440994 -0.00721017 -0.00349909 -0.00515803 -0.00012348 -0.0345928 6.14994e-05 -0.0101428 -0.0553539 -0.0619836 0.0640779 -0.0204751 -0.0343226 -0.0123303 -0.0339367 -0.0189185 -0.0167044 -0.010657 0.0109575 0.0146596 0.0112425
internal_weight=0 336.304 174.663 205.678 161.641 149.114 146.55 109.96 50.4783 59.4821 56.5634 140.188 109.899 95.4917 14.4075 102.044 88.6091 86.5366 77.1562 8.1195 5.08587 35.5575 34.4751 2.56491 19.0451 6.0509 10.915 10.2044 6.02841 92.8927 86.6621 61.6512 11.5178 59.5972 53.6708
internal_count=78023 61679 37282 16344 24397 13832 13451 10740 4050 6690 2512 28791 21584 19475 2109 16190 13807 13578 12435 968 696 4321 8491 381 793 1509 984 585 352 19071 18248 11995 1941 8207 7382
shrinkage=0.1


Tree=25
num_leaves=36
num_cat=0
split_feature=1 1 1 4 6 12 7 4 10 4 9 7 9 6 1 10 4 9 6 9 7 1 9 4 4 10 10 6 6 12 7 6 4 10 14
split_gain=18.5082 4.95919 2.34749 1.93423 1.54716 1.00717 0.851053 0.839734 1.94681 0.818591 0.764889 0.75377 0.736102 0.859869 0.704971 0.836943 0.669874 0.629131 0.616467 0.583254 0.852298 0.741143 0.711016 0.579002 0.638043 0.568885 0.564658 0.546032 0.580802 0.534613 0.526661 0.515698 0.757939 0.727633 0.512202
threshold=0.0055908865761011848 0.37238280475139623 0.000101826481113676 0.014006815850734712 -0.30619488912572362 0.0017470674651279333 -0.10551282007555751 -0.00018621858907863495 0.25604106491072492 0.00024927780032157903 0.41333418795060323 0.18622037324170973 -0.42449237182921723 0.15929710280251586 0.00046031503006815916 0.81842229659461418 0.63078847527503978 -0.53355871336626615 0.14525193590457505 -0.28101977680365803 0.13168827078821968 0.016443051397800449 -0.13337693459316638 0.00029883722891099756 -0.00014378290507011113 -0.45290377735049991 0.68616721963547589 -1.0281458803831633 -0.98098241392554841 0.0014861857917011533 -0.14871031487929962 -1.1255173064861161 0.00012451680959202352 -0.063758888514185152 -0.83329034253057366
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 5 16 7 34 8 17 11 23 -9 13 -1 -8 -16 31 -2 -14 26 22 -22 -21 24 -3 -7 -5 -24 -29 -19 -12 32 33 -4 -6
right_child=1 10 4 19 6 25 14 9 -10 -11 30 -13 18 -15 15 -17 -18 29 -20 20 21 -23 27 -25 -26 -27 -28 28 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.014923142099088488 0.024019485145105934 -0.043324777165148827 -0.063974775323329097 -0.0055911299450743688 0.038568485359692553 -0.075343812170662827 0.032197343690725105 -0.051454775626398302 -0.041613004465410483 -0.018551860780289295 -0.056241114104920054 -0.0071723520734569314 0.054501165981983901 0.048498548951469038 0.010558276081860307 -0.087933424176485503 0.086995965789214119 -0.0056972359760029982 0.031839767726671846 0.044237421796957929 0.032720238832956876 -0.033362709752524915 0.061312214710354022 -0.02515368447892154 -0.07172870211848488 -0.0039472489570265817 -0.070300411488004047 -0.10251409546405386 0.008806784103680609 -0.06670042626853738 -0.0064852017351625536 0.024805845184309117 0.088054231646549769 0.069668338173390465 -0.0077009186874026775
leaf_weight=4.7291298706550133 7.2500497636501668 17.873274924990252 0.801139528863132 14.887559313021486 2.5972436382726292 1.1332152742543247 18.454410708684009 19.329214827623222 17.544518713431899 33.914695910614682 2.9178364471590612 4.7981250354205249 29.80879138520686 3.9012767346575856 34.648337021193583 0.88480573194101353 1.9914000147255126 47.871628110820893 20.097916963277385 7.4178501879505339 2.2386471495556162 7.0165336771460716 1.976867916091577 7.5757446222705758 14.184985330211932 73.525346249429276 1.4828164076898236 0.47534698541858134 33.40722990539507 1.4810391293431155 7.8526255902906978 48.092735173704568 3.1349015444284305 0.82892669190186896 30.351241685639252
leaf_count=166 1192 4674 74 2212 200 209 1374 3121 2658 6562 545 798 1558 116 3772 62 78 9793 1253 1054 348 1389 216 2066 3058 13731 199 32 5966 256 1600 4097 183 76 3335
internal_value=0 -0.0147541 0.0238644 -0.00948222 0.0169087 -0.014316 0.00861145 -0.0195601 -0.0125084 -0.0285685 -0.0435956 -0.0426485 0.0407119 0.0137459 0.0163409 0.00810575 0.03006 -0.0034871 0.0453752 0.00502898 0.010165 -0.0173785 0.0160554 -0.0500173 -0.0558928 -0.00503095 -0.0114524 0.0102257 0.00724504 -0.0075279 -0.0199646 0.0279149 0.059295 0.00398586 -0.00405362
internal_weight=0 326.155 200.322 275.751 141.785 206.848 86.936 132.189 74.1472 58.042 50.4045 24.1273 58.5371 8.63041 53.9876 35.5331 54.8491 56.6027 49.9067 68.9029 52.5325 9.25518 43.2773 39.634 32.0583 74.6586 16.3704 35.8594 33.8826 49.3527 10.7705 52.8577 4.76497 1.63007 32.9485
internal_count=78023 61679 16344 49736 13251 38320 8743 24380 13899 10481 11943 3919 3093 282 5208 3834 4508 11241 2811 11416 9005 1737 7268 9798 7732 13940 2411 6214 5998 10049 2145 4430 333 150 3535
shrinkage=0.1


Tree=26
num_leaves=36
num_cat=0
split_feature=8 0 4 8 9 10 0 13 9 9 10 6 13 9 9 4 10 4 4 4 0 10 9 9 4 10 8 4 8 4 4 0 4 4 10
split_gain=15.2437 4.78875 3.60747 1.7816 1.67502 1.37649 1.36682 1.36627 1.20298 1.15257 1.13761 1.04377 0.931616 0.895228 0.894789 0.986934 0.85735 0.836318 1.05845 0.83131 0.773239 0.76022 0.704154 1.18282 0.808212 0.694479 0.68524 0.655942 0.824272 0.811736 0.597833 0.582068 0.567431 0.529837 0.515856
threshold=0.032160694809066005 0.00030817792867310351 0.0099004786461591738 -0.11489780274906716 -0.42447059611136456 0.74360873226605395 0.013565902132540943 -0.0033951398013745636 -0.42449237182921723 -0.42449237182921723 0.69377270693627346 0.15275811503542583 -0.0025093935635246882 -0.42449237182921723 0.85628955194357415 0.055504534393548972 0.17132426601954517 -0.00014378290507011113 0.00021499278955161574 0.13114019855856898 0.001965396106243134 0.35051748031745111 0.8561393482908527 0.79424222342008777 -0.013515318860299884 0.68616721963547589 0.36927548534134369 -0.021531594917178151 -0.16705825369624608 0.00098705617710948012 0.025037091225385669 0.40896385908126837 -0.033755527809262269 -0.10344529367284848 0.68616721963547589
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 8 4 5 9 12 -7 21 27 -2 16 -10 13 -3 15 20 19 26 -19 -4 -5 -6 23 -22 -24 -14 -9 -1 29 -29 -31 -25 -11 -15 -17
right_child=2 3 10 14 7 6 -8 17 11 32 -12 -13 25 33 -16 34 -18 18 -20 -21 22 -23 24 31 -26 -27 -28 28 -30 30 -32 -33 -34 -35 -36
leaf_value=-0.039479570953339489 -0.019110196132420071 -0.02126925630048521 -0.012753755300720745 0.01391270317751328 -0.011681430562513601 -0.025753811382728326 0.069850736533054514 -0.031730939579661756 0.054990448848643181 -0.023841008079647855 -0.050039745699748672 0.02678771661056735 0.0056394035745445398 -0.0153419462739008 0.040625865617974086 0.016921254792354762 0.037712420235423365 -0.070768298980947025 -0.036113657066831943 0.03774443820892727 -0.0099275560379415671 -0.066214121287555522 0.037410365687493181 0.05397611108812167 -0.042927989284577139 -0.078236687608193134 -0.077009091486739775 0.027882245641886579 0.047997669944459691 -0.071073496469648376 0.0095791941117884857 -0.014582800978868691 0.071689681362384308 0.030019198806083558 -0.03222057163905543
leaf_weight=2.2298889877274659 21.252983549085915 4.2287341306218869 13.79731264131261 15.702677604684139 19.980203304177852 1.8634437068831156 7.5710081038414501 34.326167034327227 28.768682537367567 0.85340588004328344 3.387939172302139 24.129169223917415 75.143087047392328 2.7573584027995812 4.8776643443416097 28.301811709316102 8.4856270712625683 22.594959454523632 14.449783248335732 4.2684872431564136 90.87576750687731 2.9314462792535769 1.4272998531814654 4.5109395831532302 10.208235565805806 1.0002895104698826 3.7030285919317967 4.3191950703039765 5.7231768532656107 2.100297257304192 1.634122106595896 1.7069574915803967 2.2907083157915613 38.931551225585281 2.3105081550311288
leaf_count=102 4595 461 3179 1456 4604 153 548 8265 1634 72 462 1612 9523 283 630 3777 1054 4435 3329 613 17702 403 149 579 1203 113 929 170 200 96 60 256 267 4818 291
internal_value=0 0.0111492 -0.0265842 0.00554352 -0.0341959 0.0141663 0.0509674 -0.0400335 0.0348575 -0.0107502 0.00453002 0.0421259 0.0113218 0.0225719 -0.00154653 -0.00287327 0.0114931 -0.0465569 -0.0572508 -0.000822321 -0.00683057 -0.0186587 -0.00982631 -0.00704045 -0.0330731 0.00453753 -0.0361398 0.0108374 0.0189816 -0.00163815 -0.0357812 0.0351551 0.0457598 0.027019 0.0132122
internal_weight=0 360.322 152.322 291.417 122.383 131.495 9.43445 97.9856 68.9045 24.3971 29.9394 52.8979 122.061 45.9176 159.922 155.044 26.5514 75.0739 37.0447 18.0658 124.432 22.9116 108.729 97.0937 11.6355 76.1434 38.0292 16.0067 13.7768 8.05361 3.73442 6.2179 3.14411 41.6889 30.6123
internal_count=78023 45816 32207 41942 26899 15899 701 21965 3874 4934 5308 3246 15198 5562 26043 25413 4846 16958 7764 3792 21345 5007 19889 18537 1352 9636 9194 628 526 326 156 835 339 5101 4068
shrinkage=0.1


Tree=27
num_leaves=36
num_cat=0
split_feature=2 2 4 9 2 8 9 8 2 9 12 9 9 4 14 9 7 12 9 9 8 4 4 8 4 4 0 7 0 14 4 9 8 4 14
split_gain=15.2083 6.53246 2.91907 1.59033 1.54461 1.45234 1.59206 1.21808 0.993436 0.91719 1.17019 0.890383 1.55954 0.937237 0.774242 0.83958 0.752657 0.749806 0.747364 1.00801 0.89293 0.728391 0.70722 0.766452 0.685146 0.945681 0.606616 0.586088 0.559848 0.556283 0.555655 0.553923 0.545448 0.53441 0.826578
threshold=0.0018661528010852637 0.56794211268424999 0.0083114216104149836 -0.28101977680365803 5.7711335102794699e-05 0.032160694809066005 0.85628955194357415 -0.19175341478321525 1.6887645870156124e-05 -0.12698352686830702 -0.0031442227256759168 0.8561393482908527 0.79424222342008777 -9.9878932815045105e-05 0.13884738933888785 0.24443396397084113 -0.28160216711629488 -0.0029807661891852587 -0.42447059611136456 -0.42449237182921723 0.20492857929806635 0.52746407687664043 0.04729161877185107 -0.58334867273694546 -0.0094451080949511362 -0.0010542983654886482 0.098542705178260817 0.24756877448904133 0.0072030741721391687 0.17032196242881917 0.058780438266694553 -0.15073282181304265 -0.12723410331609022 1.6775038602645512e-05 -0.23096659070936082
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 14 6 11 -4 24 10 -3 12 17 -13 15 -5 -6 -2 19 -7 -20 27 23 -10 -1 -26 -14 -9 -29 -23 -24 -30 -16 -15 -35
right_child=1 9 7 4 16 18 -8 21 22 -11 -12 13 26 33 32 -17 -18 -19 20 -21 -22 29 30 -25 25 -27 -28 28 31 -31 -32 -33 -34 34 -36
leaf_value=-0.0008391150297007232 -0.023082696085285386 -0.059018278600661861 0.033468618254009729 0.024281655256917608 0.00032513587251549155 -0.018413608397346029 0.046739225055533844 -0.0029213640999361727 -0.082158093376266145 -0.056043946800138737 -0.015048551589943822 -0.0032926100908385368 0.090974917083071621 -0.092076273055493998 0.046343987728981163 0.10225525208086456 0.029281333322976125 -0.0029007369575585144 -0.024078242007552129 0.045125992495739536 -0.056730355732507565 0.063681294491393828 0.097759141565354521 0.0022638588089672253 0.078563181474331709 0.025326279047136177 0.023087495958527458 0.045098616914412804 -0.030311569500544838 -0.0130597503356996 0.020648360818852796 0.02509569042147507 0.079934641662403258 0.016363764245932479 -0.057845390055194193
leaf_weight=5.1312487524701309 26.26456893827708 9.2487387677247188 15.664874782669356 12.416022725199579 10.870460756763348 12.083644144062417 5.3483072638628064 66.60024372577027 1.1076767871854816 28.396787845671497 17.515217010230117 7.4763595815748003 1.7499952599173401 2.3326645614579302 9.2811414529569429 1.5537193271447911 51.525581967594917 61.545557443925645 43.412030222825706 3.1469791706185779 10.377200893854022 3.2967650862410656 1.242679638089611 36.917042710760143 4.7499526194296804 11.21486038807779 5.3104258610401303 5.3548818535637093 3.0223210334661417 1.3239068891853092 3.7680679637414869 4.477263943903381 10.088996949896684 2.077088676393033 5.4113159158732733
leaf_count=255 5097 2104 1816 829 1283 2471 655 10876 102 8862 4383 855 204 247 501 93 5841 11824 8948 329 2155 291 79 3302 181 516 643 369 377 76 360 724 521 246 608
internal_value=0 -0.0120145 -0.00594283 0.0253583 0.0335215 -0.0133267 -0.00656444 0.0078666 0.0131722 -0.0435254 -0.030243 -0.00910603 -0.00530169 -0.0299715 0.0508983 0.0329539 0.0242367 -0.00893729 -0.0248404 -0.00528494 -0.0303776 0.00309645 0.00445814 -0.00019539 0.0309487 0.0411657 0.0399141 0.000851843 0.0204012 0.0416936 0.0397721 0.00276665 0.0638398 -0.0502811 -0.0372617
internal_weight=0 341.437 286.276 159.867 95.7359 186.536 117.516 99.7403 64.1315 55.1607 26.764 112.168 94.8705 17.2974 33.3399 13.9697 62.396 87.8101 69.0199 15.2306 53.7892 84.0754 43.0355 38.0247 21.0961 15.9648 7.06042 79.4547 12.8545 4.62067 5.01075 7.49958 19.3701 9.82107 7.4884
internal_count=78023 64160 48811 13863 9068 34282 20379 14529 4795 15349 6487 19724 17768 1956 1944 922 7124 16921 13903 2800 11103 12713 3843 3404 952 697 847 12346 1470 367 439 1101 1022 1101 854
shrinkage=0.1


Tree=28
num_leaves=36
num_cat=0
split_feature=1 1 8 8 15 1 1 6 12 15 15 4 8 0 5 5 5 4 15 5 8 5 0 8 0 5 1 6 6 5 5 15 15 8 5
split_gain=14.083 3.56719 2.90276 1.34265 1.15284 0.978689 0.901588 0.826529 0.781674 0.819074 0.879024 0.667798 0.654983 0.635053 0.714255 0.608839 0.876403 0.606221 0.594266 0.588932 0.643595 0.575689 0.543561 0.902944 0.535706 0.629607 0.520374 0.494884 0.484667 0.468059 0.46452 0.593526 0.460055 0.44791 0.443874
threshold=0.034403285011649139 0.0010300012072548272 0.084133269521867768 -0.30886039864185472 -1.0080331991328919 8.2189208114868978e-06 0.40927395224571234 -0.30619488912572362 0.0061960498239166687 0.070292422568462035 0.039351709378518361 0.002184192650020123 -0.20444899515349516 0.02680744789540768 -0.0008776388212949417 -0.00081780026348783608 0.020079556299137154 -0.00014378290507011113 -0.14341127738706619 0.14315410246549584 0.0058646606300437124 0.29191544671220454 0.01742998976260424 0.015933741752341014 0.42648251354694372 0.09478381515654298 0.66965007781982433 -0.028599093088148422 -0.83577246879049871 -0.33863604841129497 0.097198854748222388 -0.10653301403644065 0.12785595303220934 -0.13283144350061238 -0.01423446635073816
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 7 33 -6 12 -3 9 10 -5 17 21 -14 34 -16 -17 28 -10 20 -18 -2 29 -24 25 -8 -26 -12 -4 -7 -22 -32 -20 -1 -15
right_child=2 3 11 8 5 22 24 -9 18 -11 27 -13 13 14 15 16 19 -19 32 -21 30 -23 23 -25 26 -27 -28 -29 -30 -31 31 -33 -34 -35 -36
leaf_value=-0.064945640463226414 0.015646895549445504 0.056595113038076822 -0.059599267588663962 0.00096163372905136348 0.056388688051112329 -0.049384354639878211 -0.031196018262313108 0.011991487914147737 -0.0041046124809963709 -0.014357895611652481 0.067182756409085428 -0.015607435549427196 -0.039981560714698355 -0.013249590738668091 0.030898483641057441 -0.046450544881849312 0.025258268221187419 -0.049966748371568337 0.039039609673634214 -0.013253131161316257 -0.029845816832533224 -0.094768276962839515 0.070396120284403951 -0.01818400843759985 0.0058947580913427033 -0.095634686313959924 -0.037776973321118512 0.0037443073323296483 -0.024273175820022246 0.024822546028374411 0.091112676946853433 -0.011358901318578685 0.0073585815976239342 0.014987393464406541 -0.040449885111011531
leaf_weight=1.8091172189451756 13.990939318347952 7.3900889440410564 4.6197067587781957 74.664226790642715 11.949811966682317 0.85768612557148927 4.0965485880733494 9.4888262834137986 9.3796298835513898 36.395934681597282 3.2702545616484713 13.357694349761003 6.9514740571612483 41.888782755944703 5.6526845318730912 4.3685450217162716 13.304363381073928 31.314206544688204 11.67329349643842 16.37964468273276 4.8163692547386736 0.48869866842869747 5.7503643803356672 1.4386793611920436 4.8025214621593459 2.4072849549993407 6.3176998887211084 1.970749832005821 24.379336220103141 94.679065584059572 0.85090419490006786 1.6836724366294218 7.5470962467370546 1.1445422370452423 7.002375470736296
leaf_count=132 2183 687 935 11159 608 138 1129 1193 1179 5529 398 3583 1251 9176 1034 949 1832 7258 1555 3346 795 69 457 129 1216 400 1593 343 7209 7057 127 246 1061 75 1835
internal_value=0 0.0144628 -0.0198724 0.00482816 0.0277138 0.0293026 -0.0111598 0.0315203 0.00171891 -0.00192333 0.00374047 -0.0358383 -0.00799318 -0.0107953 -0.00868078 0.000113836 -0.00408909 -0.0403189 0.01653 0.000907754 0.0121373 0.0119203 0.0261518 0.0526694 -0.0322497 -0.0550469 -0.0189163 0.0433283 -0.0299008 0.0241563 -0.0116101 0.0230427 0.0265997 -0.0339716 -0.0171453
internal_weight=0 279.409 208.673 161.78 117.629 114.676 135.003 16.8789 144.901 116.301 79.9052 73.6709 117.378 102.899 95.9473 47.0562 41.4035 60.3132 28.6 37.035 20.6553 14.4796 102.726 7.18904 17.6241 6.50383 11.1202 5.241 28.999 95.5368 7.35095 2.53458 19.2204 2.95366 48.8912
internal_count=77866 31700 46166 23104 8596 8389 27181 1880 21224 17429 11900 18985 22843 20591 19340 8329 7295 15402 3795 6346 3000 2252 7781 586 4338 1529 2809 741 8144 7195 1168 373 2616 207 11011
shrinkage=0.1


Tree=29
num_leaves=36
num_cat=0
split_feature=2 2 1 10 10 10 6 2 1 0 10 2 13 6 13 0 6 10 11 6 12 10 0 2 2 10 12 10 10 2 11 10 10 10 10
split_gain=12.6874 5.57578 2.49146 1.43861 1.33131 1.58927 1.2407 1.08512 1.00784 1.17188 0.869575 0.864003 0.829447 0.817115 0.663448 0.655032 0.654429 0.653449 0.845585 0.608598 0.582944 0.707059 0.600882 0.582243 0.741455 0.616744 0.569734 0.565348 0.557549 1.32084 0.618986 0.605882 0.570064 0.552813 0.526163
threshold=0.00096191235934384178 0.49037726223468786 0.0015492023667320611 0.011825199183199268 -0.45095191509853044 -0.4509362535116449 -1.5093364739538693 1.6887645870156124e-05 0.056758325546979911 0.045108422636985786 -0.1919619766288799 0.9851846992969514 0.0033286693580821406 -0.71122982259961198 0.0037144112554543069 0.015988398343324665 -1.3088498382408162 -0.063758888514185152 0.0096309068624006195 -0.74593728726179875 -0.00088742240654741966 -0.067665320952625438 0.0021327650174498562 0.011959437746554615 0.058442577719688422 0.6861634150630862 0.0013676308632463547 0.008235968097513412 0.68616721963547589 0.0040364945307374009 -0.02233752994848234 0.6861634150630862 0.54983115381400693 -0.19703548317522729 -0.059692069609083402
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=6 2 3 10 -4 19 -1 17 15 23 -2 -3 13 -9 -11 -7 -17 18 -8 -6 21 22 -15 -10 -25 -26 -16 -14 30 -30 -18 32 -32 -24 -22
right_child=1 11 4 -5 5 8 7 12 9 14 -12 -13 27 20 26 16 28 -19 -20 -21 34 -23 33 24 25 -27 -28 -29 29 -31 31 -33 -34 -35 -36
leaf_value=-0.08569702447959876 0.034270048583582617 -0.03223585600058354 -0.069473772259772179 0.037445160961630267 0.13535571676178193 -0.01237084947573012 0.035752633103411618 0.051385210954148788 0.007319773232634579 -0.0082971161788687985 -0.0093261046027996574 -0.060893640223400727 -0.009457979721409146 -0.032711217082180159 -0.045012695018640553 0.066085656290877731 0.044841996623970821 0.057941319758413705 -0.043722868880355689 0.029983367298426725 0.023124456574187467 0.026129705619356687 0.070155729969732364 -0.07410078917063212 -0.042844984715841791 0.048612303999450997 -0.012395968679507124 0.035094763546409773 0.076458984605204269 -0.034972763546358546 0.0016370405844080293 0.037701353447318925 -0.046513449945403983 -0.0012776385697763116 0.050787365088174469
leaf_weight=0.99125162413110857 6.0185959907830719 40.77757784842106 3.567545074154622 19.294349963194691 0.59941545547917474 47.210369686043123 19.65717904036865 10.455863714509176 1.8012771376816079 77.444534137095616 19.077512330812169 14.178244224262015 12.637253645181774 5.3540482922690007 10.37280779721914 1.590797521843341 3.6120375893660812 14.455391678842714 1.4365577320568252 6.4053419401170677 37.277595608364209 12.73609536301228 1.3088666101757551 6.7569945715949853 2.8292294838465755 0.99723644973710168 11.07154174565221 3.6768707207520483 1.21557041350752 8.5161084089777415 54.222821537885466 4.4674414813052854 2.575585094979032 6.2881915860052686 8.4308967356482736
leaf_count=102 576 12202 741 1301 43 7186 927 912 326 16574 2358 4049 1453 396 2198 118 559 826 60 1209 3369 1365 122 1073 718 151 2455 329 89 1082 10500 637 352 792 716
internal_value=0 -0.0104268 -0.0048861 0.016914 -0.00883182 -0.00793669 0.0257676 0.0265939 -0.00933765 -0.016239 0.00112921 -0.0396294 0.0211728 0.0252766 -0.0126072 -0.00311504 0.00261946 0.0415636 0.0303401 0.0390004 0.021453 0.00939937 -0.00705322 -0.0452375 -0.0541826 -0.0190098 -0.0281729 0.000583299 0.00126625 -0.021054 0.00461429 0.00224259 -0.000546395 0.0110293 0.0282269
internal_weight=0 344.603 289.647 44.3905 245.257 241.689 134.706 133.715 234.684 111.274 25.0961 54.9558 98.1657 81.8516 98.8889 123.411 76.2004 35.5491 21.0937 7.00476 71.3957 25.6872 12.9511 12.3847 10.5835 3.82647 21.4443 16.3141 74.6096 9.73168 64.8779 61.2658 56.7984 7.59706 45.7085
internal_count=77866 66497 50246 4235 46011 45270 11369 11267 44018 23495 2934 16251 9454 7672 21227 20523 13337 1813 987 1252 6760 2675 1310 2268 1942 869 4653 1782 13219 1171 12048 11489 10852 914 4085
shrinkage=0.1


Tree=30
num_leaves=36
num_cat=0
split_feature=1 1 1 9 10 10 4 1 12 9 9 15 12 9 10 12 9 4 15 10 10 10 10 9 9 10 12 4 9 10 15 14 14 4 4
split_gain=10.6497 2.32881 1.95885 1.06711 0.945186 1.3439 0.860842 0.798651 0.730771 0.723465 0.685575 0.64247 0.631509 0.751742 0.640641 0.592691 0.565817 1.25387 0.549179 0.541657 1.35077 0.635572 0.99876 0.929751 0.673767 0.653878 0.5551 0.534755 0.50781 0.504548 0.492797 0.861504 0.572116 0.614391 0.53551
threshold=0.016443051397800449 0.37238280475139623 0.00051363330567255627 0.8561393482908527 -0.45095191509853044 -0.4509362535116449 0.039030179381370551 8.2189208114868978e-06 -0.0057917148657495648 0.85628955194357415 0.79424222342008777 -0.68849987677915903 -0.0016772298728536977 -0.060277549121114014 0.69377270693627346 -0.0039056649121810812 -0.51857902193855698 -0.024077749811112877 1.0595672923428532 -0.094773961552987798 -0.093510271562057171 -0.063758888514185152 0.011113259349544378 -0.024834431685902002 0.4055275363294813 -0.063758737991832751 0.0068885321960762049 0.30814794450998312 0.86047813598875378 0.0054517963741391841 -0.081300674028768338 -0.32840519881424463 -0.29408621324041068 -1.8755439668893811e-05 0.0051602721214294442
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 -2 -6 8 -1 28 15 -3 -12 13 14 -4 -5 17 -9 -14 -10 -21 23 24 26 25 -23 -22 -15 -7 -26 31 -17 -32 -34 -35
right_child=1 10 3 9 5 6 -8 16 19 -11 11 -13 18 27 -16 30 -18 -19 -20 20 21 22 -24 -25 29 -27 -28 -29 -30 -31 32 -33 33 34 -36
leaf_value=0.051145944598831296 -0.067262184157098906 -0.042351913057669652 -0.0059277962405431539 -0.059618353555574377 0.046609665176693287 -0.029828215320884734 0.005306417243372108 -0.067786451748658591 -0.023231790730360372 0.079483400912051028 -0.094664354587063904 -0.002666915058399234 0.018343070304078637 0.022531882846223365 -0.069691226649944496 -0.095696793444561501 0.027335246181952183 0.017075789968766578 -0.039225598539458922 0.018895645752652956 -0.019318825796590486 0.021902564328977636 -0.015017303870636205 -0.050060583834579203 0.069696413010980882 -0.022540604744436803 0.03032180298404278 -0.03200725779978833 0.01055974830797567 0.014453307005516386 0.046273190189056145 -0.010194823174618596 0.026370603890876976 -0.064295240392432756 0.0072422235983818934
leaf_weight=11.761621058976742 2.8569460259459438 33.841628575297364 20.743397457670657 2.8839811119250998 4.2035188614390782 32.471362629323266 29.133819256407151 2.006013714708387 24.451915671248571 0.79449061647755925 0.83726747016771597 8.1313682805048284 71.811260625516297 16.313468727690637 1.7052234035218123 1.5900120432488618 64.066294694101089 13.18393760814797 1.696213946212082 17.224802172131604 11.59374854253838 6.3745595850050458 43.636799536965555 9.4392884985718393 2.8407494471612145 6.8870271530759064 2.795913300884421 2.0204472936748052 3.4432427114661541 3.9550875262939371 2.3961010416969684 4.5525280947331384 2.7765555456280735 2.4719371241517258 1.8145156390964983
leaf_count=620 640 9998 2566 301 796 6743 5319 109 6287 93 129 1778 9189 2793 161 163 5131 579 151 2976 2684 1785 8021 2958 446 1872 718 282 515 562 273 496 290 258 184
internal_value=0 -0.0146574 0.0155161 0.00780674 -0.0101533 -0.00933112 -0.0105417 0.0268296 -0.013338 -0.0139552 -0.0358373 -0.0112553 0.0114779 0.00149825 -0.0107713 -0.0179711 0.0232211 0.00586872 0.0170147 -0.00983047 -0.00670213 -0.0117398 -0.00652762 -0.025672 0.0119425 -0.00117773 -0.00967364 0.0165215 -0.0259561 0.0375457 -0.0102726 -0.0323272 0.00404922 -0.0102751 -0.0340124
internal_weight=0 244.119 224.588 133.57 201.309 198.452 194.248 91.0179 165.114 19.2801 42.8103 8.96864 114.29 40.7825 22.4486 18.4856 79.2562 15.19 73.5075 129.2 104.748 87.5232 63.6942 23.829 20.0574 13.2616 14.3897 18.3339 35.9146 6.79584 15.6016 6.14254 9.45911 7.06301 4.28645
internal_count=77866 54227 23639 17200 42322 41682 40886 6439 35567 2058 11905 1907 15142 5802 2727 1965 5819 688 9340 28309 22022 19046 12686 6360 4665 3657 3402 3075 7258 1008 1664 659 1005 732 442
shrinkage=0.1


Tree=31
num_leaves=36
num_cat=0
split_feature=3 3 1 6 2 14 3 5 5 3 3 0 5 3 1 2 14 3 2 1 14 6 5 5 12 5 6 5 0 6 14 0 1 5 5
split_gain=12.3579 4.04981 2.28546 1.85187 1.84934 1.2803 0.92064 0.829095 0.939059 0.825447 0.782593 0.731672 0.721851 0.765209 0.713642 1.17956 0.705619 0.700054 0.809301 0.889645 0.658358 1.13119 0.640631 0.618621 0.608982 0.743375 0.758323 0.620583 0.574966 0.560115 0.5386 0.529368 0.606853 0.528195 0.841703
threshold=-0.18946701369713989 0.3759993535932154 0.0015492023667320611 -0.30619488912572362 5.7711335102794699e-05 0.18838851974188678 -0.98746055424544454 -0.019459956582403418 -0.24896493083573881 -0.99399200866901072 0.98260388887138117 0.014590337406843902 0.18408168196023497 -0.016614288091659542 0.18001069873571399 0.10959071666002275 1.0256273842362666 0.077423237962648286 0.036158451810479171 0.027169016189873222 0.22726663291351037 -1.1255173064861161 -0.01058261793809675 0.08362059141681101 -0.00088742240654741966 -0.1099517838679997 -0.30081421287555382 -0.26607754232166436 0.000261415436398238 0.18499619798419864 -0.18839778299125412 0.027358074672520164 0.023403184488415722 -0.010936088767253173 0.00064162410048371904
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 -2 5 -1 22 8 29 -7 11 -3 -5 -14 17 -16 20 18 24 -20 -9 -22 -6 -17 25 26 -4 -26 -23 30 -8 32 -27 -12 -35
right_child=1 10 14 12 6 9 7 16 -10 -11 33 -13 13 -15 15 23 -18 -19 19 -21 21 28 -24 -25 27 31 -28 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=0.024727452785776177 0.037336486781693205 -0.086243846473431862 -0.095026853911431494 -0.01892311239170515 0.057285740640298677 0.083991887768073231 0.066222439421065954 0.0094029994029319035 0.062493211654833458 0.04005011320270542 -0.080340863673524165 -0.027641898888201222 0.059531206058743791 -0.030998981597474974 -0.037736635244742432 -0.024029295961494609 0.055784932044238567 -0.027138234408242784 0.017449953238050105 -0.0067271408996300384 0.050365262155321035 0.012645412094208311 0.019202559660793178 0.014388183234477587 0.0461699181598609 -0.019341962802069557 -0.021460887179630014 -0.0090084190394407494 -0.026984442745427391 0.032648063163700607 -0.022174082197407033 0.0014827459662422977 -0.074092530927460168 0.036070028414505122 -0.054999860803396285
leaf_weight=39.081162709029741 18.773867708572652 2.2494070762040783 2.7877938863821328 13.553253455262167 7.0972941946529344 6.9368415416101952 0.80293529713526357 61.153834586701123 5.7232378431217503 11.140653746377209 6.0333832033429644 40.322628912635992 2.7422352270805277 1.4156756995944295 24.152235774257861 7.7597921049164169 2.7063309747609301 17.893443537293933 22.917269586119801 45.312909525120631 2.7280182346003157 4.7218872734811184 11.697002647386396 9.1149445814371557 2.1907107206643586 10.056535122930656 2.8171597514883642 29.292779530602274 16.29425836916198 6.9779543875338277 4.8695633628231025 8.9154478760756302 2.5346948943188172 1.2011371572152691 6.5442443494612235
leaf_count=2428 1288 471 415 1567 912 360 126 8494 1334 666 1915 12697 224 133 5391 2343 324 4464 3528 8954 193 417 1130 1686 391 1618 496 5002 2573 1205 684 1690 402 487 1858
internal_value=0 -0.0134989 -0.0074275 0.0154541 0.0200102 0.0349064 0.0131862 0.00956889 0.0288823 0.0569118 -0.0374427 -0.0307383 -0.0077412 0.0287077 -0.011922 -0.0235635 0.0055182 -0.00862172 -0.00600927 0.0013935 0.00391582 -0.0102166 0.0335839 -0.00327797 -0.0146293 -0.0256152 -0.0580512 -0.00516895 -0.0180804 0.0136763 -0.00966166 -0.0171619 -0.0303636 -0.0581572 -0.0408769
internal_weight=0 278.582 222.231 36.485 181.931 57.1587 124.772 105.978 18.3737 18.0775 56.3508 42.572 17.7112 4.15791 185.746 41.027 87.6043 144.719 126.825 68.2302 84.898 23.7442 18.7943 16.8747 58.5951 27.1116 5.60495 31.4835 21.0161 12.6505 5.6725 21.5067 12.5912 13.7788 7.74538
internal_count=77866 57020 39592 3212 20846 3454 17392 15350 3349 1026 17428 13168 1924 357 36380 9420 12001 26960 22496 12482 11677 3183 2042 4029 10014 4621 911 5393 2990 2015 810 3710 2020 4260 2345
shrinkage=0.1


Tree=32
num_leaves=36
num_cat=0
split_feature=3 3 1 3 10 4 8 0 8 12 4 10 4 10 10 10 0 12 4 8 10 3 0 10 12 10 11 10 10 3 11 10 10 10 10
split_gain=11.057 3.85587 1.75277 1.2098 1.05001 0.953726 0.929266 0.997747 0.920151 0.839121 0.719924 0.716336 0.825073 0.714558 0.678065 0.644847 0.743979 0.644284 0.608128 0.981467 0.595639 0.556075 0.55268 0.563928 0.540826 0.633981 0.88901 0.51374 0.808395 0.847668 0.721077 0.784149 0.778199 0.576507 0.566028
threshold=-0.18946701369713989 0.3759993535932154 0.0015492023667320611 -0.98746055424544454 0.011232844138363661 0.13114019855856898 -0.025894139960406983 4.9022599341697066e-05 0.25609511584180888 0.013028240615557173 0.17974204942584041 0.053417683897031686 -8.465479913866146e-05 -0.45095191509853044 -0.4509362535116449 -0.10172099072536336 0.00030817792867310351 -0.010569554358091985 0.00029883722891099756 -0.31728587716434237 0.011113259349544378 0.99403457236030601 0.027358074672520164 0.74360873226605395 0.014891989943420779 -0.067665320952625438 0.0058685064853211425 0.1022292166601491 -0.094577433991551163 -0.013841504231095312 -0.019377876871995433 0.011113259349544378 0.011232844138363661 -0.068201520163646265 0.6861634150630862
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 9 11 7 -1 13 15 -7 12 20 -4 -15 -5 -17 -3 27 -20 -2 -19 23 -6 25 26 -9 28 29 -16 33 -32 -33 -30 -29
right_child=1 17 8 4 22 10 -8 24 -10 -11 -12 -13 -14 14 18 16 -18 21 19 -21 -22 -23 -24 -25 -26 -27 -28 34 30 -31 31 32 -34 -35 -36
leaf_value=0.058454867019892914 -0.017135925252055515 -0.067030491142158977 -0.060221508614924514 0.03487665979643495 0.050116722605845869 0.077015679084486463 0.084793053796482193 0.014027458460306303 -0.043454632824825236 0.036605261007273057 0.021766698906373547 0.02483486628102068 0.0098313252183993352 0.027271408202181359 0.0020571647555506409 0.020326504264067274 0.0011193981604207979 -0.028448681664272741 0.080169935134230375 -0.0043220800272163419 -0.08148246014600008 -0.060221023400920927 0.061626950134418074 -0.017120505389815133 0.073018352104507883 0.034954707012960655 -0.056219889106846367 -0.038785876018409375 -0.044684192122486616 -0.047796935168212137 0.0020976944309253971 -0.053771252965446541 -0.0061919133235912738 0.051073413616724656 -0.011240375465490718
leaf_weight=9.2328038229024951 4.4547920128970864 6.114101147191831 2.697026391120743 8.7400434578084951 2.5910132940989552 3.2097072398755691 3.2420192969948394 16.800341927693808 8.1849027284915774 12.096066652957232 8.8935231817886216 8.5137648840900493 8.0438061880413461 5.1835953427944323 5.2959672363067503 28.108308137394488 71.378629519284004 42.282777287789941 1.4011890800029494 73.041342140582856 2.1246992808301002 6.3336581243056562 6.7454163103393512 2.4054578186478466 1.9159698988078151 13.401133334336921 2.0179425659007384 15.65092267849832 0.75671110057737667 9.5799018288380449 28.919978245132377 6.0472877656575275 7.9656943438167218 3.7171452151378537 14.254170840460572
leaf_count=416 575 1770 620 1839 541 172 285 1422 1801 1088 672 646 954 1070 993 1965 10671 13655 198 13919 195 2005 879 224 165 1265 150 3292 155 2668 6716 873 1292 516 2269
internal_value=0 -0.0127057 -0.00674644 0.0192997 0.0144112 0.0136729 0.0331506 0.02929 -0.0106851 0.0116258 0.0364184 0.0017745 -0.0116514 -0.00914818 -0.00834647 0.00883392 0.00654603 -0.0364356 -0.00945448 -0.00273174 -0.0379152 -0.0325879 0.0429548 0.0177466 0.0214016 0.0183321 0.00649462 -0.0148832 -0.00971039 -0.0300483 -0.0033285 -0.00730972 -0.0267247 0.0348769 -0.0256564
internal_weight=0 272.667 217.936 178.675 132.065 35.2403 46.6102 43.3682 182.696 120.323 12.1032 23.1371 14.6233 174.511 171.814 108.227 99.4869 54.7305 166.63 74.4425 6.57949 48.6164 11.7419 4.99647 34.1354 32.2194 18.8183 92.1878 62.2827 14.8759 47.4068 42.933 14.013 4.47386 29.9051
internal_count=77936 57026 39596 20910 17207 3214 3703 3418 36382 15563 844 2370 1724 34581 33961 14475 12636 17430 32891 14117 770 15660 1644 765 3002 2837 1572 18774 13213 3661 9552 8881 2165 671 5561
shrinkage=0.1


Tree=33
num_leaves=36
num_cat=0
split_feature=3 3 9 4 14 3 3 2 2 13 14 9 3 6 9 3 12 6 3 4 6 9 14 4 14 6 12 9 12 14 2 13 3 4 6
split_gain=9.80969 3.99493 1.56596 1.29355 1.06343 1.07344 1.31307 1.00752 0.982836 0.924631 0.87441 0.817491 0.904351 0.778815 0.776235 0.88391 0.764245 0.84185 0.74676 0.695229 0.691802 0.682046 0.677405 0.642427 0.616325 0.574136 0.560619 0.555095 0.539883 0.616755 0.528227 0.496533 0.483074 0.481818 0.521718
threshold=-0.56540766665602848 0.3759993535932154 -0.52748279051335822 0.12387708481401206 -0.4669327891768445 -0.99702071928550129 -0.87666873540729273 7.9595036368118613e-05 4.5908316224085874e-06 0.0068509848102293767 0.13339150068704012 0.85628955194357415 -0.0099698087433353049 -0.3144609093851683 -0.31787500792864437 0.96064873466457368 0.013028240615557173 -0.42588104321343451 -0.99490460063589115 0.0059668198227882394 -0.78345512377583237 0.46681023936980731 -0.070420048752851863 0.033812643960118301 1.1710631512953433 0.41931142254936743 -0.011481146705874272 0.070725926462841454 0.0014861857917011533 0.051863044642852262 0.00046141591155901557 0.018738878686775446 -0.97478419211984135 -0.0014626258753196451 -1.0000000180025095e-35
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 4 9 5 -1 33 10 -6 11 18 12 27 -5 -3 -16 17 -9 -4 20 -10 26 32 -21 -19 -12 -11 -2 29 -24 -29 -15 -20 -7 -35
right_child=1 14 7 13 8 6 -8 16 19 21 25 -13 -14 31 15 -17 -18 24 22 23 -22 -23 28 -25 -26 -27 -28 30 -30 -31 -32 -33 -34 34 -36
leaf_value=0.095144057302613175 0.0064101784222662982 -0.010053700441596723 -0.0016743100883764514 0.027925577634386453 0.040499351277228535 -0.0430870868277939 0.057257505138981216 0.03552801890397627 -0.080040105441518752 -0.055974186627763059 0.068256224579917368 0.022792265852648288 -0.014119342869957176 -0.0088246157478942527 -0.029780711109644101 -0.059455414492077446 0.050469018410608725 0.006812798712963703 0.083618697448718582 -0.081012233299440919 0.0024394177096903544 -0.055424178507546162 0.010691960351176134 -0.01300865888508781 0.081925665945794257 0.027177437422128761 -0.010023805045864202 0.02352980344373666 0.040192841587988908 -0.093799237392963725 -0.012836961232833436 0.1024839409610388 0.032199697619467046 0.057153615678726316 -0.014169580711103791
leaf_weight=1.8272562930360425 56.989124666259158 10.100173690560039 6.3456886438943938 17.942414567922246 2.9111397825181511 2.9932372765615574 4.2973522245883933 16.44186148091103 1.1482929645571847 3.0933244723710294 12.681814883631889 10.055653256567892 83.872760091042437 11.594009196880503 26.86580997560668 16.025083599302889 7.3991955951714763 40.762060987370205 4.1977861065242905 3.1371267726353826 8.889062723843379 5.6826668998401138 3.2392685737577236 2.49324788863305 1.1224805930396531 4.6498466302873558 18.74440494593 4.4853760293917722 5.9894188030157238 0.68418752215802658 36.460637638272601 0.41511484840884882 3.2353095532162159 1.4905772889032949 3.2876684801885867
leaf_count=62 8557 2949 488 1789 110 236 390 2244 97 597 780 1420 18796 1827 9125 5356 782 6649 303 251 700 855 324 214 136 306 3850 569 414 54 7081 49 271 87 218
internal_value=0 -0.0100598 0.0220193 -0.00476042 0.00279107 0.023715 0.0129004 0.0278689 -0.012859 -0.0074218 0.0401659 -0.00496306 -0.00649819 0.0147332 -0.0349947 -0.0408679 0.0201937 0.016353 0.0276787 -0.0227732 -0.0069964 -0.0245634 0.0384169 -0.0508988 0.00882578 0.0572354 -0.0165327 2.86586e-05 0.0213046 -0.00752962 -0.00885321 -0.00497705 0.0612382 -0.0116275 0.00807974
internal_weight=0 302.327 139.224 249.335 32.475 13.8961 12.0688 106.749 18.5789 219.384 41.0233 191.864 181.808 29.9515 52.9911 42.8909 65.7256 58.3264 23.6917 15.6677 10.0374 27.5204 17.346 5.63037 41.8845 17.3317 21.8377 97.9351 9.91287 3.92346 40.946 12.0091 7.4331 7.77148 4.77825
internal_count=77936 62820 15116 45390 2365 993 931 12751 1372 41725 2940 36423 35003 3665 17430 14481 9811 9029 1854 1262 797 5302 1366 465 6785 1086 4447 16207 792 378 7650 1876 574 541 305
shrinkage=0.1


Tree=34
num_leaves=36
num_cat=0
split_feature=8 4 0 4 13 9 8 9 4 7 13 8 5 0 7 7 5 9 12 5 9 9 9 13 5 5 4 13 4 4 4 4 0 12 4
split_gain=6.50028 1.91363 1.84537 1.15859 1.31984 1.00813 0.916743 0.837827 0.815347 0.715633 0.681866 0.578563 0.619847 0.560862 0.558705 0.497493 0.496132 0.481552 0.497102 0.787557 0.479904 0.473533 0.414429 0.400939 0.400207 0.563188 0.67475 0.411644 0.392376 0.538796 0.588575 0.464278 0.392269 0.369708 0.37734
threshold=1.0000000180025095e-35 0.0048528872430324563 0.00022020628239260989 -0.00056499941274523724 -0.0033951398013745636 -0.42449237182921723 -0.29938622429266759 -0.53355871336626615 0.00029883722891099756 0.18622037324170973 -0.007564989933469264 0.28406744571398562 0.020079556299137154 0.0015124045312404635 -0.1283660074832155 -0.47363443894301743 0.095242338322856793 0.85931104954381188 -0.003461829500852501 -0.29225281844396289 -0.31078850183029944 0.8561393482908527 0.15865563829191578 0.0035545269084435289 0.40725814813985128 0.09478381515654298 0.0045887203887104997 0.0082083244554271694 -0.0015677884512115268 -5.6195771321654313e-05 0.032116651535034187 0.0099004786461591738 0.001656007952988148 -0.00028395682315875625 0.11541456822305919
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 7 16 28 24 -2 9 -6 -8 13 -13 -9 21 -7 -5 18 19 -12 -10 23 -18 -3 25 -4 32 33 -1 -30 31 -31 -27 34 -28
right_child=1 14 6 4 8 15 10 11 20 -11 17 12 -14 -15 -16 -17 22 -19 -20 -21 -22 -23 -24 -25 -26 26 27 -29 29 30 -32 -33 -34 -35 -36
leaf_value=-0.02563504571026658 0.0378246794534529 0.035040261943878784 0.012388798849699512 -0.018822860474269995 -0.055025025346251748 -0.032481137341889281 0.018041213367208677 0.039578178426011898 0.0066851951945834792 -0.016420707068504483 0.073685988010619471 -0.0065502169188338373 -0.073582005555196894 -0.013925037592118925 -0.006299489902960833 0.037235352587489216 -0.014739427566576556 0.045399724481827164 0.0030195686520032745 -0.012235796698091606 -0.032411302588002587 -0.029337050184141251 0.04546849852602268 -0.0058316382188023123 -0.057270340236065455 -0.04954018573062946 0.062607283034483568 0.12534556036976072 0.055784254588610395 0.00076612769703327823 0.037902457133284495 -0.076153664395394907 0.024185462270450393 0.072655999030853943 -0.0080053334937046673
leaf_weight=3.7016757219098508 3.1560441396431989 9.5375512621685612 20.08058265112777 8.3201903980225307 27.947584396286402 1.0540021259803314 25.936581887588545 2.0516214190138262 4.5903480346896677 5.7982076901025712 1.0974140003818309 2.3795763603411606 3.2823984351489344 43.52996430179337 27.627424635997158 35.446483675856143 1.8938098171493027 2.3691612524562506 127.93196888166858 38.216553145262878 9.9344101229653443 1.8537952594924707 2.8846686382312328 3.2071686402341575 0.63973917393013735 0.89613399887457301 1.4149389213562247 0.82259936170885328 2.2005393146537244 1.9989197575487181 2.1441619517281651 1.2918091621249912 3.7072070232243277 3.4521330262796255 1.626948374265339
leaf_count=187 787 1823 2680 2292 6650 92 3952 223 1131 1700 310 993 848 11691 6094 2587 535 331 20590 6651 2739 242 527 635 78 89 135 70 89 96 73 72 558 261 125
internal_value=0 -0.0161607 0.00927381 -0.0228074 -0.0322261 0.0271317 0.00553013 -0.0121819 -0.0398654 -0.048392 0.0029406 -0.0152618 -0.0454103 -0.0115169 0.00206204 0.0352222 -0.00407384 0.000631505 -2.67009e-06 -0.00983737 -0.0200554 0.0178861 0.0216069 0.024755 0.0210443 0.0226099 0.0398285 0.0587004 0.00108381 0.0140372 -0.00286585 -0.0294295 0.00983326 0.0502585 0.0248402
internal_weight=0 157.995 276.03 115.769 61.3692 47.8376 228.192 54.3996 48.2706 33.7458 195.552 51.2436 5.66197 45.5816 42.2259 36.5005 13.0987 169.615 167.246 39.314 14.5248 14.5985 4.77848 12.7447 32.6403 32.0005 11.92 7.31662 11.3371 7.63543 5.43489 3.29073 4.60334 6.49402 3.04189
internal_count=77936 38910 39026 30116 15574 3196 35830 14542 12220 8350 31834 13755 1841 11914 8794 2679 3354 27882 27551 6961 3870 2700 1062 2458 3996 3918 1238 591 517 330 241 168 647 521 260
shrinkage=0.1


Tree=35
num_leaves=36
num_cat=0
split_feature=1 1 1 6 13 12 10 13 10 7 0 13 5 13 10 6 13 6 13 7 0 0 13 0 10 13 5 13 10 13 6 1 1 7 5
split_gain=6.83081 1.387 1.19896 0.836329 0.789904 0.646982 0.611808 0.608092 0.581097 0.696713 0.54764 0.602736 0.568111 0.542867 0.572538 0.84074 0.849382 0.561074 0.64024 0.572775 0.521782 0.472199 0.46079 0.432908 0.432252 0.975528 0.427389 0.416693 0.411837 0.402753 0.396998 0.405121 0.688177 0.392699 0.362868
threshold=0.031011187471449379 0.0010300012072548272 0.40927395224571234 -0.2356508642017402 -0.003621540819438082 -0.0097719328108708241 -0.45095191509853044 -0.0059319984799718452 -0.19703548317522729 -0.093017715512015917 0.055416470393538482 0.0075785701540772811 0.10108337768949473 -0.012006297574225272 -0.093510271562057171 0.062214786261478312 0.0019727131973771195 -0.78345512377583237 -0.0055360159578271189 -0.15170254096872177 0.053994534537196166 0.02680744789540768 0.00073836336689100132 0.00030817792867310351 -0.094577433991551163 0.0031840792596528563 0.29191544671220454 0.0062119536963680432 -0.4509362535116449 -0.0025724927555847332 0.80517948762817004 0.00020655178377637642 0.00046031503006815916 -0.19321274539077118 0.27565963431870255
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 13 4 8 21 -6 -7 -5 9 -3 11 20 -12 -1 17 23 33 22 -19 -20 24 -2 -15 -16 25 -10 -23 30 -8 -26 31 -21 -33 -17 -4
right_child=2 3 34 7 5 6 28 -9 10 -11 12 -13 -14 14 15 16 -18 18 19 27 -22 26 -24 -25 29 -27 -28 -29 -30 -31 -32 32 -34 -35 -36
leaf_value=0.047560384227119029 -0.039249592222298006 0.085800704166386035 -0.027927483789994989 0.017051899386732721 -0.037998143978603911 -0.06847239203122181 0.041940489956292452 -0.0064765613406849365 -0.059464207179936758 0.012716876699993633 0.010263737475996347 -0.026221819675746744 0.070238483385254888 0.0086328773044855069 0.043583106167171787 -0.0089931165565996646 -0.015506524387255086 -0.035128801701297278 -0.025643188340696149 -0.0052103263325799362 -0.091394269652254209 0.0065039173931378874 -0.072242127871005007 0.022410011506215261 0.027496712552843802 0.11207844902993991 -0.050524253873562734 0.073181328185742398 -0.012032428788126361 0.0069384442167420464 0.061081467211592612 0.057272417050327221 -0.0010885738033315484 0.027730617140051306 -0.062796897068102375
leaf_weight=6.7110498032852766 2.6494375632319125 2.3360051740892231 30.223876044678036 13.317041904745563 10.82535412503057 1.9050796252558928 1.4337251198012371 62.71477178427449 1.9442274026805528 2.9537400405970393 3.4148789610335362 4.9681868553743689 2.9385004573850892 1.2702045078040129 18.76047970505897 3.5125524713512339 8.9198277185205352 2.6994811473123326 2.7849558996385957 6.724343541864072 0.49739542871247877 36.168920128759055 1.5817913220962507 19.89973520534113 14.404091472330032 0.39965350227430452 1.3636957343842357 1.5196383286966 101.49327283027742 28.158220059813178 1.9356239191838529 4.0299470688041747 4.0520369115693029 17.026170185534284 3.3113947202655245
leaf_count=563 546 338 9641 2015 2478 474 324 10824 408 566 525 751 338 86 1336 403 1001 210 269 365 41 7987 89 1883 2092 60 379 147 24565 3930 113 240 313 1596 1040
internal_value=0 0.0111974 -0.014218 0.00467399 -0.010527 -0.0147234 -0.0123199 -0.00235553 0.0132924 0.0449914 0.0103364 0.00684681 0.0380026 0.020076 0.0181286 0.0229868 0.0102599 0.00568639 0.0107198 0.0166005 0.0104653 0.0015517 -0.0362225 0.0326846 0.0115935 -0.0302146 0.00443188 0.0230428 -0.0112806 0.0138958 0.0184918 0.0129241 0.0280122 0.0214501 -0.0313706
internal_weight=0 239.475 189.375 138.047 155.839 115.657 104.832 76.0318 62.0149 5.28975 56.7252 50.3718 6.35338 101.428 94.7168 68.1188 29.4586 26.598 23.746 21.0465 45.4036 40.1821 2.852 38.6602 44.9062 2.34388 37.5326 18.2616 102.927 42.5623 16.742 14.8063 8.08198 20.5387 33.5353
internal_count=77936 30502 47434 21888 36753 27841 25363 12839 9049 904 8145 7282 863 8614 8051 6219 3000 1832 1657 1447 6531 8912 175 3219 6490 468 8366 1178 24889 6022 1031 918 553 1999 10681
shrinkage=0.1


Tree=36
num_leaves=36
num_cat=0
split_feature=2 2 9 8 14 8 12 13 9 9 9 9 8 8 9 9 0 9 9 9 0 2 14 14 2 11 2 11 2 13 8 12 11 9 13
split_gain=6.97105 3.3794 1.42248 1.22141 0.920678 0.887187 0.871428 0.849457 0.764645 2.24346 1.53124 1.41368 1.17032 1.0936 1.08592 0.711536 0.723163 0.913073 0.676999 0.640412 0.609912 0.606707 0.857716 0.659481 0.576765 0.573641 0.537703 0.535779 0.535574 0.583733 0.514842 0.479386 0.48669 0.459365 0.778173
threshold=0.00081169314216822397 0.56794211268424999 -0.53020686173744347 -0.17038030503080873 0.13339150068704012 -0.44867849735674309 0.0111863720408199 0.0075785701540772811 -0.42447059611136456 -0.42449237182921723 -0.53355871336626615 -0.53355938687138649 0.15266284587316228 0.10403696850739895 0.85628955194357415 0.8561393482908527 0.15023234486579898 0.60334847662583169 -0.2724446550875726 0.85513103283841996 0.25637309253215795 2.1359909624152355e-05 0.22726663291351037 0.66074134231810577 0.0083284475840628164 -0.0029184693138508467 1.6887645870156124e-05 -0.0052205744464442145 0.98901954293251049 0.0058131388042442474 -0.12215227001758068 0.004189991988679251 -0.0092083011293633502 -0.21575966245873845 0.012590936594207102
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=2 3 5 33 6 -1 -4 8 9 10 11 20 14 -11 15 16 17 25 31 -9 -5 30 -23 27 -13 -10 -7 -24 29 -20 -6 32 -3 -2 -35
right_child=1 18 4 7 21 26 -8 19 12 13 -12 24 -14 -15 -16 -17 -18 -19 28 -21 -22 22 23 -25 -26 -27 -28 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=-0.062908400575668821 -0.0016448900817210782 0.031233055902671222 0.013160791087302151 -0.052916177117811741 0.038139208820566206 0.025502629020403414 0.046603579498416016 -0.016436181410013625 -0.014085942015739518 0.025063332407668049 -0.039132065759486058 0.0010868183440005434 -0.034846382306155201 0.094575717612416815 0.0310556403514342 -0.026604840783845098 -0.021182067246114933 0.041937839558464217 -0.027514826819749722 -0.057714694721364784 0.035957558512112471 0.071418849224024458 -0.021724508850695615 0.047240834647392753 0.047195879431439047 0.0030799420591882485 -0.0023598269324518247 0.024272333822809015 -0.07480135221002919 -0.064724477770062808 0.084043335280710396 0.010591549781096003 -0.034803583902568984 0.01507600541044167 0.090705215210422477
leaf_weight=1.8964476524852205 17.674170710422914 1.2428392979782081 39.480843246885343 3.9509720582282197 4.643208805588074 10.784007135778667 9.7073644066840625 19.989303809947163 29.735176534268248 13.362008298048751 10.970023611356735 4.5267651965841669 14.505475215948534 2.7247830210253587 7.8840116368955924 16.440875412197784 20.718825656513218 4.8064055175418607 16.231109137879692 4.628801200335146 0.95975922449724738 4.4759071348598836 4.031124252433079 6.6123674446716896 6.7701606006594375 56.377029830044194 19.362354288576171 6.8112855424842529 4.573234465038694 5.6953991157497503 5.1567575484514254 4.3542767500039181 10.93971098332986 27.815454528557897 1.430461069321608
leaf_count=143 2461 445 4839 931 281 482 812 4363 6325 1486 2315 594 3636 273 1135 2180 5445 734 6468 665 297 482 478 627 1404 12893 1453 844 2040 1949 321 1353 3105 4376 174
internal_value=0 -0.00777188 0.0212664 -0.0035549 0.028328 0.00343373 0.0197608 -0.00670039 -0.00447698 0.00723917 -0.0102803 0.00924771 -0.00784576 0.0368374 -0.00496513 -0.00718243 -0.00432209 -0.000479987 -0.0337647 -0.0241975 -0.0355466 0.0416086 0.0323651 0.0223506 0.0287196 -0.00284756 0.00760718 0.00717106 -0.0436726 -0.03718 0.062294 -0.0178876 -0.0280667 0.0110832 0.0187751
internal_weight=0 308.307 112.962 265.27 80.9189 32.0428 49.1882 218.35 193.732 43.2645 27.1777 16.2077 150.468 16.0868 135.962 128.078 111.637 90.9186 43.0366 24.6181 4.91073 31.7307 21.9307 17.4548 11.2969 86.1122 30.1464 10.8424 26.4997 21.9265 9.79997 16.5368 12.1826 46.9201 29.2459
internal_count=77809 67047 10762 51687 8684 2078 5651 44676 39648 7300 5541 3226 32348 1759 28712 27577 25397 19952 15360 5028 1228 3033 2431 1949 1998 19218 1935 1322 10457 8417 602 4903 3550 7011 4550
shrinkage=0.1


Tree=37
num_leaves=36
num_cat=0
split_feature=2 2 14 8 12 13 13 6 14 14 14 13 6 6 0 11 6 8 11 0 2 14 6 14 14 14 6 14 6 6 13 0 14 2 8
split_gain=6.30948 3.06148 1.23544 1.12972 0.78943 0.626684 0.611646 0.560225 0.544494 0.724621 0.66057 0.537962 0.508924 0.590273 0.716931 0.504101 0.570235 0.459178 0.56534 0.720812 0.559069 0.450834 0.528173 0.449499 0.433393 0.546081 0.460182 0.407537 0.450222 0.393874 0.387392 0.359071 0.348338 0.347115 0.335516
threshold=0.00081169314216822397 0.56794211268424999 0.13339150068704012 -0.30886039864185472 0.0111863720408199 0.017495391433831844 -0.0068279921144053426 0.39607888114629725 0.059180864255285411 0.06556745150097322 0.025854576219432969 -0.00022731377265947173 -0.70535880592270239 0.66418415195958791 0.0021327650174498562 -0.018788500319139187 -0.41849538271881043 0.089989929636235852 0.0023518846172690083 0.014125814661383631 0.030588797293603424 0.039602685270030372 -0.91936258194869591 0.014516578431018929 0.12090841822623531 -0.18839778299125412 0.49109863368321377 -0.11129070335623285 -0.24145987563750773 1.2874387726078169 0.0099613281747585065 0.0076061047147959479 0.64428492922076874 0.98901954293251049 0.23897592913221777
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 5 8 21 24 -4 10 -10 15 23 -11 14 -14 16 -1 30 19 20 -19 27 -23 -3 25 -5 -26 -2 -29 -28 -8 -13 -32 -25 -22
right_child=1 11 7 6 -6 -7 17 -9 9 12 -12 31 13 -15 -16 -17 -18 18 -20 -21 34 22 -24 33 26 -27 29 28 -30 -31 32 -33 -34 -35 -36
leaf_value=0.037872432438528239 0.011960289420109516 -0.0041187947494757716 0.042936957752596205 0.023318856648956374 0.038553207154352592 0.10908286526815268 -0.0035351430721631814 0.015310529860905392 -0.12394446691351864 0.052053540642830222 0.064119005567441587 -0.10886437008077415 -0.088489285541415982 0.037901069728108229 0.010648939358849432 0.012450721435929995 -0.042473958010623092 -0.0035992652178636684 -0.029230817503459423 -0.014949377495993305 0.041909552866618849 0.060885119147737747 -0.018008216944213253 -0.025611500978366192 0.036168147170648181 -0.0095008524834574049 -0.055293512068423867 0.080150780302235325 0.018899396206169799 0.060692302214940236 -0.017616255351781938 -0.039665945681066739 -0.09655247001971734 -0.077822875370850197 0.12969902704980216
leaf_weight=1.1861043921671806 6.1189530380070245 9.3781279311624548 26.848494319594465 7.2717876188107757 10.379904555367828 0.77121690756757644 158.07272755462327 10.102204707553026 0.60493280898663115 1.1012624965514985 2.3119524962748974 0.77375383631442929 1.7631236171000639 1.1082843724580014 1.2442103212815707 50.69132373190223 3.4603450502690967 2.1334548547165495 19.127973802715132 15.583681991738557 1.3615890590590427 1.0185079572256652 5.0863848610315463 5.8345382933184728 7.5496594953146978 16.741945235953612 1.1016147348345837 2.5097065723384731 2.2996263468230627 0.39876712921250135 13.371312032293641 24.295716983366219 0.58343962629442181 1.6288105556886874 0.63995165564119805
leaf_count=111 832 3593 2382 1254 876 62 31216 1021 70 111 303 167 152 117 152 5053 414 342 4636 3901 207 59 718 2086 1220 3467 220 229 391 81 2707 8949 89 565 56
internal_value=0 -0.00742284 0.0204559 -0.00340489 0.0129868 0.020913 -0.00517979 0.035384 0.00880573 -0.0203401 0.0117491 -0.0325157 -0.00832648 -0.024483 -0.0474733 0.00956109 -0.0219638 -0.00716257 -0.0169823 -0.00510077 0.032016 0.0169209 -0.00484607 -0.0186929 0.007466 0.000437542 0.0261156 0.0290806 0.0508629 -0.0244671 -0.00494511 -0.0418017 -0.0209165 -0.0370062 0.0699784
internal_weight=0 303.653 110.802 261.742 73.8514 17.8044 243.938 36.9507 63.4715 5.82181 57.6497 41.9109 5.21688 4.11562 3.00733 55.3378 4.64645 210.874 38.8467 19.7187 4.135 17.0332 6.10489 16.8415 33.0638 24.0137 9.05004 10.9283 4.80933 1.50038 172.027 25.0695 13.9548 7.46335 2.00154
internal_count=77809 67047 10762 51687 7359 2291 49396 3403 6483 602 5881 15360 532 421 304 5578 525 43154 9142 4506 605 2229 777 6244 6242 4721 1521 1452 620 301 34012 9116 2796 2651 263
shrinkage=0.1


Tree=38
num_leaves=36
num_cat=0
split_feature=3 1 6 2 11 1 6 3 3 2 0 2 2 2 13 6 6 8 6 0 3 6 6 8 11 11 2 3 2 0 8 1 13 3 2
split_gain=7.15183 2.07949 1.73994 1.50222 0.783516 0.776715 0.70496 0.661577 0.53918 0.590721 0.526389 0.522041 0.49806 0.564374 0.472701 0.597431 0.505759 0.46247 0.729126 0.432657 0.397686 0.411393 0.919312 0.481508 0.466878 0.411521 0.397143 0.514236 0.394596 0.392197 0.388124 0.384197 0.383328 0.377487 0.370283
threshold=-0.046659003943204873 0.034403285011649139 -0.2356508642017402 0.00025153171736747032 -0.0092083011293633502 0.0044761530589312324 0.28474257435141831 0.96064873466457368 0.095593445235863342 0.036979554221034057 0.011304149869829418 0.055367669090628631 0.14710313081741336 0.020038076676428321 0.00032253684536040766 -0.7378701795982352 1.8552398973730932 -0.18798320194456961 -0.71882123904450645 0.02680744789540768 -0.42986685025971377 -0.27959167586586781 0.019132104891753401 -0.033366154774346089 -0.0098068256015164546 -0.016680476844516248 0.61273410916328441 -0.029769439017400142 0.044299269095063216 0.042135190218687064 -0.27523035554872327 0.059066152200102813 0.0070098981848958431 -0.6555584568704943 0.027295649051666263
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 17 6 -2 11 -6 9 29 26 28 13 -12 15 33 30 18 -1 31 21 23 -23 -19 25 -24 27 -4 -3 -7 -16 -17 -8 -5 -33
right_child=1 4 10 14 7 8 32 -9 -10 -11 12 -13 -14 -15 16 19 -18 20 -20 -21 -22 22 24 -25 -26 -27 -28 -29 -30 -31 -32 34 -34 -35 -36
leaf_value=0.046203101688244513 0.029885843943642521 -0.021531104230067225 -0.06647389986552385 0.057083335164786919 -0.021388684814209857 -0.022180110499950709 0.029412643010300062 -0.044370313963921729 -0.038291263666157593 0.022595450348048787 -0.031939655661901295 -0.0034178053299039803 -0.039120406107316021 0.017764868382223686 0.020121091574830191 0.0033262063085970532 -0.091502282253392159 0.010375583864324474 0.0075011406984181409 0.019225786027450002 0.0012901654876860313 0.069009697106800633 0.040482839911698959 0.068095439305517036 0.035876398810198558 -0.025719502004639985 -0.10159488708003878 -0.016997942214996824 -0.079798312591612172 0.058418094504495102 -0.0024850114300736929 -0.003923102131294539 -0.049360502688154229 0.016629117818352756 -0.13057184962474808
leaf_weight=5.9517577727456219 17.763880445883842 3.2428104997961809 2.7864956570701898 4.3398261594193173 93.962774977429945 6.3942462622362717 6.481725155026651 14.452893447873064 2.9363247100409344 10.845498166221658 3.1515927583386647 10.699456933260079 3.4776754525882998 8.3022957674256741 8.8889523078105395 36.568993551678432 0.59938193811103602 11.066683065961113 26.72927235563111 22.608690647088224 4.3666082492563865 7.7568195256462813 1.4755222771200349 1.6623878733371373 18.148257495340658 2.5820751630817567 0.81147768146911481 8.5362788757192902 1.8115442373964468 0.66669451247435052 52.167415645948495 0.50563681879429978 0.68283078944659781 4.9233851761964598 0.42479272885248065
leaf_count=490 1738 665 438 503 26738 1100 1534 5587 863 1872 660 2603 1117 1565 1189 5621 105 908 2388 4814 444 530 150 141 1490 247 148 1471 268 109 9188 102 240 726 57
internal_value=0 -0.013636 0.000892973 0.0128659 -0.0209011 0.0145217 -0.00410188 -0.0244524 0.00142713 0.00794021 -0.018547 -0.0159294 -0.00597524 0.00408843 0.00627987 0.0119424 -9.1249e-05 0.0236879 0.0145494 0.00829932 0.0300344 0.0329745 0.0393728 0.0179137 0.0290202 -0.00164539 -0.034017 -0.0291738 -0.0424148 -0.01457 0.000806121 0.00171166 0.021905 0.035582 -0.0617453
internal_weight=0 197.006 65.6725 210.766 131.334 38.6066 22.9184 108.416 20.8428 17.9064 27.0658 15.7538 14.9316 11.4539 131.027 69.3713 61.6557 79.7394 32.681 60.1081 47.0584 42.6917 29.9627 12.7291 22.2059 4.0576 12.1343 11.3228 5.05435 7.06094 61.0564 37.4994 7.16456 9.26321 0.93043
internal_count=77809 48716 11081 29093 37635 5682 5310 32325 3944 3081 5399 3536 3342 2225 22305 11823 10482 6788 2878 10594 3910 3466 2417 1049 1887 397 2057 1909 933 1209 10377 5780 1774 1229 159
shrinkage=0.1


Tree=39
num_leaves=36
num_cat=0
split_feature=3 3 1 4 3 2 10 4 13 10 13 1 10 10 14 3 14 14 8 2 3 8 8 4 1 13 14 3 2 10 10 10 3 8 8
split_gain=6.45388 2.34204 1.44939 0.735812 0.729918 0.710045 1.00612 0.761018 0.673187 0.612677 0.583743 0.574656 0.557522 0.533953 0.706861 0.517334 0.594477 0.841325 0.508075 0.908319 0.491583 0.55642 0.714342 0.477656 0.467863 0.626701 0.525485 0.512592 0.464988 0.463217 0.98732 0.897751 0.879255 0.673158 0.536088
threshold=-0.42986685025971377 0.059193384833633907 0.20922537893056872 0.13114019855856898 0.89580363183631573 0.00025153171736747032 -0.063758888514185152 -0.07107196748256682 0.016438759170347303 -0.079285226660471414 0.0038829040271140158 0.94340273737907421 -0.09814356401891107 0.011232844138363661 -0.090961080738409097 -0.98892862156208128 0.14398964931695249 0.11226018733194686 0.060219570579376665 0.10683605074882509 -0.8112480549752944 -0.24390915485143558 -0.28334548148376815 -0.011255716904997824 0.0031257376540452246 -0.0012820043059051497 -0.060309287120001949 0.0031468104571104054 0.10959071666002275 0.6861634150630862 0.68616721963547589 0.64741276105088474 -0.12446169008035211 0.13027326722262786 0.16747276485563189
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 29 11 6 7 -1 24 -6 20 18 -7 -14 -15 16 17 -8 19 -3 21 22 23 -9 25 26 -5 -27 -4 31 33 -2 -32 -31 -34
right_child=1 4 28 8 9 12 15 10 -10 -11 -12 -13 13 14 -16 -17 -18 -19 -20 -21 -22 -23 -24 -25 -26 27 -28 -29 -30 30 32 -33 34 -35 -36
leaf_value=-0.036311314170474472 -0.0034802939023193544 -0.042577399434985203 -0.034541632537382162 -0.0029415098758434235 -0.014517894511257779 0.037781153986400473 0.043680997675706927 -0.039715410572474602 0.1012777110448123 -0.04934945375999987 -0.019531808906944687 0.10283327036247139 0.0030866935539687998 -0.023170146633085115 0.050816257542805159 0.027127712762176615 0.068461916338159998 -0.067540491544693285 -0.025023250700244679 0.0036548022485989478 0.055690534830151045 0.027165848973017933 -0.04938943490749486 0.025741691573337402 -0.0029345861082661967 -0.014730363880048648 0.065521530683934889 0.044595185833465167 0.02109697766479144 0.020743575784176758 0.058236797040829694 -0.063489165066622943 -0.014104059320689586 0.089231978589473529 -0.089014138091835851
leaf_weight=2.763604827807284 113.98495963471942 5.453459136006134 16.277008872995797 1.4745147835637906 7.5497223496458927 6.5235197425718061 3.9661490480211823 1.3693456407345364 0.90975830270326596 15.251561275268612 3.7288556559360577 0.39817890063568384 47.842373911596951 1.7102944042708257 5.2711225325692785 18.29646181021235 8.7260253961430845 0.82088870322331775 37.478496362760779 19.250844720605528 3.8717185241694123 20.611628265891341 2.3852795691636839 5.9975082501550787 9.766890502010936 4.4346416658372672 4.6776148086064495 2.1686540941591375 1.6547699579969037 10.922162313945593 1.5686285881674837 2.548760589270386 8.4817723350861325 1.6521905704867084 1.0765952240326431
leaf_count=226 22355 1095 4205 165 3107 1575 407 120 77 5777 396 147 7676 309 863 1882 650 76 12055 5405 296 1434 194 473 1641 518 319 170 433 1415 200 402 1415 182 149
internal_value=0 -0.00883932 -0.00241712 0.000539978 -0.0224987 0.0180639 0.0247611 0.0143529 0.0169431 -0.0378164 0.018041 -0.0169177 0.0101451 0.00685662 0.0326912 0.0380875 0.0529268 0.0246086 -0.0176845 -0.00655093 0.0221333 0.0178544 -0.00182583 0.0135746 0.0135365 0.0261485 0.0491126 0.00475333 -0.0294072 -0.00220084 0.0105431 -0.00479277 -0.0111537 0.0297425 -0.0225415
internal_weight=0 266.981 181.599 163.667 85.3823 133.885 72.5375 40.7279 23.4321 22.8013 37.9643 62.581 61.3473 54.8238 6.98142 31.8095 13.5131 4.78704 62.1828 24.7043 34.2355 30.3638 9.75213 7.36685 22.5223 12.7554 6.15213 6.6033 17.9318 140.235 23.7013 116.534 11.127 12.5744 9.55837
internal_count=77809 61232 33646 29008 27586 16577 6154 3139 2890 8884 2913 18702 10423 8848 1172 3015 1133 483 18555 6500 2517 2221 787 593 2813 1172 484 688 4638 26118 3361 22757 1764 1597 1564
shrinkage=0.1


Tree=40
num_leaves=36
num_cat=0
split_feature=3 3 6 3 14 15 14 11 10 9 3 3 6 6 3 13 6 10 10 11 6 14 9 3 14 13 10 3 9 13 15 6 10 15 9
split_gain=5.86264 2.16174 1.27806 0.819084 1.19595 0.914952 0.849468 0.771125 0.744988 0.676859 1.70567 0.874103 1.19261 0.741858 0.670558 0.594486 0.564166 0.97759 0.607062 0.606275 0.579033 0.58462 0.541172 0.525395 0.505319 0.501932 0.504565 0.481858 0.436175 0.514846 0.424411 0.423666 0.418254 0.411836 0.42606
threshold=-0.42986685025971377 0.059193384833633907 -1.5093364739538693 -0.99399200866901072 0.18838851974188678 -0.96029942466330442 -0.78192958952051772 -0.0059890675851323729 -0.45095191509853044 -0.52748279051335822 -0.99181913787106157 -0.93574538506800298 -0.77463259273902563 -0.17134524147503924 -0.90597025502938766 0.0099613281747585065 -0.79385872189638029 0.68616721963547589 0.6861634150630862 -0.001328067774570237 -0.88426112931173662 -0.070420048752851863 -0.53157799133440198 0.98260388887138117 0.19522059121041968 -0.0041332052853292126 -0.010839625056586324 -0.10574219282716511 0.060251906636080654 0.0010891480995631347 -0.12918173750333964 0.91015999611090581 0.64741276105088474 -0.57332051291091324 -0.53355871336626615
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -1 4 6 22 -4 15 -2 10 -7 13 -13 -12 -11 -3 17 18 19 27 -19 -22 -5 -9 33 26 -26 -10 -29 -30 -20 -8 -21 -18 -35
right_child=1 7 3 5 -6 9 31 23 16 14 11 12 -14 -15 -16 -17 24 20 30 32 21 -23 -24 -25 25 -27 -28 28 29 -31 -32 -33 -34 34 -36
leaf_value=-0.094418930725217981 -0.065126956290760235 0.0019950841215108867 0.1049788989592365 -0.0085348488607516759 0.066600024064083732 -0.10508007179199688 0.016541624284479101 -0.023559061186047347 0.04914187745843198 0.029130501304587209 0.014518701642909746 -0.096770569215670454 0.033463866260619188 -0.041625972341385688 0.010922678731694307 -0.067738087889607765 -0.024161313175821663 -0.062678758723790237 0.034288237915249382 0.045992779577941859 -0.070079815436216941 0.043732887198505613 -0.089071658437511358 -0.049117281948603771 -0.031463626353046149 -0.022636805662815465 0.027358723430404054 -0.060294661516939602 0.080434481855049089 -0.057667608045339672 0.093602446910101056 -0.052364527722638068 -0.039726006065657106 0.017284955933874947 -0.0020474983987330548
leaf_weight=1.0251978181477159 1.9006952446361527 15.855792397138432 1.0523277623578913 2.6877223836490889 7.8171310017060014 1.4300588895566786 12.967383843140849 57.496920731447972 0.84541353402892117 40.868422281870153 4.4566490050638095 0.74937002046499657 11.398991981637657 4.986894309520725 40.045809586430551 1.3246754604333535 7.4978062949376172 2.2719423793023452 4.5228830201085657 4.0460985214158445 0.64389402396045659 1.5091261132620264 1.2099489781539876 9.351241177730115 2.1509106313460506 23.587211312333238 4.5282958016614456 2.2676946632273034 0.58553460234543286 0.50084957090439275 1.6451252447441209 0.95822980273806102 0.66242356342263509 12.743906953663098 108.08469185923605
leaf_count=129 464 4420 53 237 607 108 1335 18935 148 5209 303 69 1086 428 6736 401 1117 303 537 816 102 196 202 3866 534 4343 602 379 123 99 228 100 122 2088 21578
internal_value=0 -0.00903454 0.0167987 0.0176716 0.0348943 0.0140308 0.0183468 -0.0222779 -0.00285202 0.0158146 0.00068574 0.00769074 0.0254304 -0.0151299 0.0201191 -0.00338159 -0.00218739 0.0138632 0.0259933 0.00929563 -0.0274642 0.00969543 -0.0335358 -0.0271343 -0.00416102 -0.015784 0.00841611 -0.0183285 -0.0353347 0.0167661 0.0501085 0.0118002 0.0339333 -0.00141968 -8.48605e-06
internal_weight=0 264.023 131.654 130.629 22.7951 107.834 14.9779 84.0286 179.995 103.936 23.022 21.5919 12.1484 9.44354 80.9142 17.1805 178.094 19.501 15.076 8.90801 4.42496 2.15302 3.89767 66.8482 158.593 30.2664 6.67921 4.19949 3.35408 1.08638 6.16801 13.9256 4.70852 128.326 120.829
internal_count=78003 61401 16602 16473 2095 14378 1488 27622 33779 13939 1994 1886 1155 731 11945 4821 33315 3053 2452 1687 601 298 439 22801 30262 5479 1136 749 601 222 765 1435 938 24783 23666
shrinkage=0.1


Tree=41
num_leaves=36
num_cat=0
split_feature=2 1 2 6 1 6 0 2 0 0 2 10 11 6 11 7 10 7 7 6 10 2 13 10 10 10 2 10 10 11 10 10 1 0 6
split_gain=4.65758 2.21032 1.36501 0.865736 0.745695 0.719778 0.672846 0.790042 0.57914 0.562993 0.794958 0.548218 0.634465 0.551912 0.649627 0.519248 0.520984 0.506081 0.662229 0.480884 0.479788 0.436342 0.431368 0.418372 0.489455 0.409776 0.442005 0.383022 0.505669 0.603005 0.435687 0.381083 0.377756 0.737783 0.36345
threshold=0.00096191235934384178 0.090598940849304213 0.12705333530902865 -0.19819905303201868 0.0033291077706962828 -1.5093364739538693 0.071303177624940886 0.90073397755622875 0.039200542494654662 0.1387041434645653 0.3153007179498673 -0.092885266372629255 0.012237487917949508 0.28474257435141831 0.0032241751581596066 -0.15486106035412753 -0.10000725407259638 -0.3816322879255124 -0.57874256041895822 0.326467982559764 -0.074800058239033976 0.0054543558508157739 -0.0066613396082547899 0.68616721963547589 0.70476027090030824 -0.093511454463786628 1.6887645870156124e-05 0.6861634150630862 0.011113259349544378 -0.015486311253994524 -0.062299051609784273 0.81842229659461418 0.11522382870316507 0.09316879510879518 -1.1805202535268722
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=5 2 3 4 -2 -1 21 15 23 -4 -11 12 25 -13 19 -8 -17 18 -10 -15 -9 -3 -5 27 -25 -7 -27 28 30 -30 34 -19 33 -18 -6
right_child=1 6 9 22 8 11 7 20 17 10 -12 13 -14 14 -16 16 32 31 -20 -21 -22 -23 -24 24 -26 26 -28 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=-0.079230990372180343 0.023824850471467301 0.044923829997408377 -0.019900610430445609 0.014929166677036544 -0.079066080749061657 0.028039584512112838 -0.026144184322913645 -0.013437481389362099 0.050873273671701968 -0.1252330244952517 0.027859590157292908 0.03138308952200336 -0.035456109387061278 -0.093142390264263145 0.044789817409466776 -0.030790377332492944 0.038692073299492424 0.015067452069450421 -0.068975368460826678 0.0065110266903508273 -0.048249262197637456 -0.043396634701417136 -0.00781781377906921 -0.096703916648913937 -0.016205544483391811 0.023419811873880061 -0.0030324556651709009 0.024958359601801018 0.048810791837011105 -0.031866500507450171 0.056731203055238405 0.057112858971640583 0.0010112125294705471 -0.041477266699439297 0.0037051053087824113
leaf_weight=0.76626222106278774 25.861003258221899 0.58464779116911714 18.71904112677294 9.5165180300318735 0.55502875690581355 12.070585010551435 17.593929910552106 6.3428717508213621 0.67283840567688491 1.1704254047945131 0.47758660692488764 38.770665344869485 2.9450389748963053 0.49696015883819811 4.8755866683786726 7.5876176356468923 1.4594164869849908 19.426083863596435 1.4646595994709084 18.910702670626051 10.534625244272318 12.940779588352596 67.251793971059669 0.96863966970704396 3.430032341653714 9.596404641401028 18.484076230088249 4.8022650715429327 1.0353673060890276 8.8060581328318204 1.5201034956844548 2.4247411591059054 41.266821975681523 5.3782240708242171 12.004454188427189
leaf_count=103 2676 135 6204 1857 97 1464 4740 2528 131 140 257 4538 250 74 586 2929 327 4128 200 2433 4320 3619 13277 137 591 444 1478 728 165 1481 263 321 11623 1227 2532
internal_value=0 -0.00714926 -0.000453094 0.00265548 0.00973679 0.0173405 -0.0187804 -0.0156605 0.00335735 -0.0248338 -0.0808675 0.0180376 0.00934489 0.0239788 0.0121572 -0.0111683 -0.00643722 0.0151903 -0.0312496 0.00395926 -0.0351664 -0.0395789 -0.004998 -0.00521256 -0.0339322 0.012631 0.00600751 -0.000814439 -0.00598846 -0.0233788 0.00616716 0.0197331 -0.00259595 -0.024366 4.72794e-05
internal_weight=0 283.796 180.107 159.74 82.9713 106.916 103.689 90.1635 57.1103 20.3671 1.64801 106.15 43.0961 63.0539 24.2832 73.286 55.6921 23.9883 2.1375 19.4077 16.8775 13.5254 76.7683 33.1219 4.39867 40.1511 28.0805 28.7233 23.921 9.84143 14.0796 21.8508 48.1045 6.83764 12.5595
internal_count=78003 66633 35185 28584 13450 11370 31448 27694 10774 6601 397 11267 3636 7631 3093 20846 16106 4780 331 2507 6848 3754 15134 5994 728 3386 1922 5266 4538 1646 2892 4449 13177 1554 2629
shrinkage=0.1


Tree=42
num_leaves=36
num_cat=0
split_feature=3 4 3 2 4 5 5 15 6 4 3 0 13 2 3 5 2 4 0 6 5 5 4 6 2 5 13 3 5 3 15 6 4 6 15
split_gain=4.90716 1.64047 0.973207 0.959137 0.64969 0.634894 0.593727 0.568056 0.554353 0.500629 0.41375 0.496125 0.396796 0.387069 0.488481 0.526031 0.543726 0.719082 0.433537 0.384947 0.384021 0.476609 0.507077 0.383675 0.368457 0.400036 0.354397 0.395325 0.355381 0.468064 0.540585 0.394651 0.347803 0.346605 0.335605
threshold=-0.076642610365524874 0.0039472877979278573 0.31439117853005888 0.00018100175657309594 0.63078847527503978 -0.010936088767253173 -0.017987383041268842 -1.2544816229146998 -0.49862289865954912 -0.00018621858907863495 -0.98496595428196076 0.039200542494654662 -0.00220108218891586 0.028104238212108616 0.020910281571559611 -0.1099517838679997 0.0075596261303871879 -0.024077749811112877 0.032438188791275031 0.38746265742031916 0.094783311809234175 0.09478381515654298 -0.0059485242527443907 0.89551183969151815 0.29991243779659277 -0.0008776388212949417 0.0077644455938014377 -0.98496595428196076 -0.1993576670098787 -0.18946701369713989 -0.38417407904872508 -0.86163059091625505 0.00098705617710948012 -0.042532014252545561 1.2796954509690965
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 7 -3 9 26 -1 -6 -4 19 -12 -7 14 15 16 -2 -18 -15 -8 -17 23 -23 -22 -20 -26 27 -5 33 -30 -31 -32 -28 -29 -9
right_child=1 4 5 6 8 12 10 34 -10 -11 11 -13 -14 18 -16 20 17 -19 24 -21 21 22 -24 -25 25 -27 32 28 29 30 31 -33 -34 -35 -36
leaf_value=-0.052067040239360887 0.013397411614099911 9.0826855370490652e-05 -0.025902599240491403 0.090160272546619374 0.10055182228496989 -0.00038261654505314233 0.033202238945892998 0.023165230019245194 0.0029336195688369599 -0.060606965596206125 -0.0045296396784113109 0.013641849354926131 -0.028175381039867227 0.0066196017019948435 -0.090292463100485304 -0.00026040287849690079 0.014409566278476133 -0.097235463532699073 -0.01357808194379043 -0.014664410106482288 -0.069055483293302397 -0.044967187788556129 0.01985071225579434 0.0049484395992818965 -0.022021216431858771 0.070968150160856142 0.02666508135583184 -0.015176953814106747 0.066134649108629096 -0.069875489926851858 0.100821527461217 0.018108690949527696 -0.038460389882778528 0.0234710384712127 -0.036567906733914128
leaf_weight=1.0433163784909982 0.98724000016227975 64.101506913277262 7.5543821927021808 0.90188008567930111 1.2155361678451302 7.3902931628981632 7.2696580726042139 65.077631027583266 1.1156807770894364 9.2419350526470208 60.013114853936713 20.042726469037007 16.847455803914272 15.863901466189416 1.0154599779343687 11.059622404500262 0.7508659703889865 2.4899727149604587 54.830177146279311 2.1850987526704557 3.242643964244051 2.0667150162480539 2.9011987014382612 0.89364615478552867 0.80660086520947527 1.0848438213579343 1.4646215205866604 3.6139442489075062 3.4038625113898888 0.61130696951295238 0.67543448999640521 3.9524529604823275 1.8632652028973096 6.4835660554817878 0.9543788474984457
leaf_count=74 215 13563 4060 294 79 2444 948 5690 102 3520 9660 4120 5639 3129 193 2416 154 495 13973 310 470 445 593 121 308 269 317 702 957 97 95 628 387 1466 70
internal_value=0 -0.0109497 -0.0171265 0.0116806 0.00197673 -0.0300559 0.00603668 0.0211451 0.0538334 -0.0449982 0.00235623 1.9762e-05 -0.0197011 -0.0117124 -0.0223352 -0.0195061 -0.051576 -0.0713686 -0.007994 0.0221397 -0.0127815 -0.0279919 -0.00711435 -0.0530669 -0.0120811 0.0313131 0.0203786 0.0254913 0.0223791 0.0372634 0.018506 0.0301805 -0.00979831 0.00963875 0.0223019
internal_weight=0 205.46 139.027 179.556 66.4327 41.0341 112.481 67.0753 2.33122 16.7963 89.5106 80.0558 24.2377 97.9929 25.4074 24.3919 4.22808 3.24084 72.5855 9.45476 20.1638 9.1042 4.96791 4.13629 56.7216 1.89144 22.9703 19.6424 18.7406 8.64306 5.23919 4.62789 3.32789 10.0975 66.032
internal_count=78003 52188 38444 25815 13744 15663 19981 5834 181 7580 15038 13780 8083 22781 5102 4909 864 649 17679 1258 4045 1629 1038 591 14550 577 4943 4239 3945 1777 820 723 704 2168 5760
shrinkage=0.1


Tree=43
num_leaves=36
num_cat=0
split_feature=3 1 3 6 7 6 9 3 8 8 3 6 3 6 9 9 9 9 9 9 9 1 1 3 8 7 10 7 7 6 8 9 10 1 3
split_gain=4.46675 1.88419 1.16283 0.880904 0.817358 0.895368 0.686815 0.986628 0.790156 0.728415 0.666195 0.910577 0.781202 0.656618 0.633039 1.24666 1.38496 0.861663 0.645316 0.920107 0.952683 1.12797 0.613472 0.604909 0.588456 0.564064 0.983336 0.531636 0.511301 0.507833 0.501496 0.498731 0.577381 0.494515 0.489968
threshold=-0.42986685025971377 0.0015492023667320611 0.22901593497954312 -1.5093364739538693 0.09578964109138198 -0.47981667339444123 -0.51857902193855698 -0.982322948926594 -0.58334867273694546 -0.033366154774346089 -0.93574538506800298 -0.77463259273902563 -0.99702071928550129 0.57386992279821347 -0.53355871336626615 -0.42449237182921723 -0.42447059611136456 -0.53355938687138649 0.85628955194357415 0.8561393482908527 0.79424222342008777 0.18001069873571399 0.10016019269824029 -0.0076254808627709272 0.17079095160468347 -0.058492236102694307 0.54983115381400693 -0.20907346123753676 -0.16417001750013605 0.038343997843794095 -0.056550879712030121 -0.45829564158845798 -0.089202854583414412 0.03932525962591172 0.89580363183631573
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 14 -1 5 -2 8 9 -5 -8 12 -12 28 -14 17 30 -17 -3 19 20 21 25 -22 -19 -20 26 29 -28 -10 -18 -16 32 -4 -32 -33
right_child=1 2 31 6 -6 -7 7 -9 10 -11 11 -13 13 -15 15 16 18 23 24 -21 22 -23 -24 -25 -26 -27 27 -29 -30 -31 33 34 -34 -35 -36
leaf_value=-0.085198070785136248 0.029224464246842233 -0.031991850471802773 -0.011749139968368533 -0.088601062266977171 0.027425388872528961 -0.017987470169098081 0.029377491552325764 0.012707811014217732 0.073020900214281606 0.080859233749239381 -0.092417774999684274 0.028186270546930632 -0.010863085669962861 -0.076971753355912831 -0.0770976914428423 0.028631472488753196 0.021631182524350121 0.01432587751178528 0.029081831652634588 -0.036823679490647999 0.06529853404178633 -0.03422915571136801 0.0054517471912029197 0.075973174982022773 -0.047186822904403972 -0.013196344676777057 -0.058866499535910749 0.0013007159811648684 0.00079507055876480357 -0.0070847408088052614 -0.077454118446563441 -0.020746509501403887 0.07861438676258288 -0.015548176525951805 -0.043073039530012118
leaf_weight=0.87239280258654517 6.0107459328137365 3.6132321731420243 9.3367147055396327 0.91947818733752029 18.826394279371016 12.11014572404383 28.300714612254527 63.740950032632099 1.6668187342584131 3.0439598970588113 0.6586212745169221 12.649636800866563 11.01221958250972 1.7398041052510951 3.0148804081836715 10.087084474042056 17.90201659656304 10.911854157689959 6.7812607151718103 12.981181811192071 2.5494120767689301 17.610177318369097 5.2196516199910548 1.8635340795153741 1.189006842265371 48.643868833903987 3.4142445990582928 2.5770250027999273 2.3791958483343505 9.3881433367932896 1.6457676897989566 24.460574758522853 0.76503042347030614 5.9754439019889105 16.432776392744927
leaf_count=129 592 977 2814 89 1869 1753 3206 10371 72 348 69 1189 854 162 495 1662 4239 1719 983 2125 355 5766 770 500 222 11963 529 477 113 2797 303 9319 317 1444 7411
internal_value=0 -0.00803748 -0.0116015 0.0149428 0.0128332 -0.00232715 0.0156355 0.019851 0.00271622 0.034377 0.00550515 0.0222176 -0.00773532 -0.0198825 -0.00753043 -0.00958253 -0.00704609 0.011124 -0.00985206 -0.011678 -0.00863595 -0.0112684 0.0250904 0.0233183 0.0177041 -0.0063329 0.00369866 -0.0329868 0.0305496 0.0117526 -0.0425738 -0.0248031 -0.00490568 -0.0289165 -0.0297183
internal_weight=0 253.31 216.363 126.984 36.9473 18.1209 126.111 95.0856 31.0258 31.3447 30.1063 13.3083 16.798 12.752 165.368 148.979 138.343 16.3886 128.256 120.286 107.305 99.5355 7.76906 12.7754 7.97027 81.9253 33.2814 5.99127 4.04601 27.2902 10.6361 50.9951 10.1017 7.62121 40.8934
internal_count=78003 61401 57187 16602 4214 2345 16473 13925 2548 3554 2459 1258 1201 1016 37326 34130 31888 3196 30226 29021 26896 25771 1125 2219 1205 20005 8042 1006 185 7036 2242 19861 3131 1747 16730
shrinkage=0.1


Tree=44
num_leaves=36
num_cat=0
split_feature=3 1 3 9 9 10 9 9 7 15 3 1 15 1 7 3 15 10 7 9 1 3 7 15 12 10 3 9 9 15 1 3 7 15 3
split_gain=4.1531 1.64723 0.78275 1.7308 0.724266 0.955778 0.790949 1.01117 0.704885 0.661344 0.620086 0.586363 0.497624 1.04051 0.532799 0.868863 0.536177 0.477068 0.635103 0.59124 0.484044 0.470612 0.457703 0.441755 0.438748 0.558145 0.411659 0.448436 0.519406 0.413265 0.643848 0.502268 0.397187 0.390972 0.499622
threshold=-0.058771599084138863 0.028571081347763542 -0.95999924423813343 -0.30471413342285419 0.79424222342008777 0.0054517963741391841 -0.42447059611136456 -0.42449237182921723 -0.067085798119507253 0.21873908924367474 0.081695794127881541 0.31311403214931494 -0.39154427271153514 0.00020655178377637642 -0.1283660074832155 -0.98892862156208128 0.02309076313563908 -0.099260428326257463 -0.17013531847715105 0.33969890650766688 0.00051363330567255627 -0.99742302157301299 -0.57874256041895822 -0.68849987677915903 -0.0068701435351267272 0.19450196314201615 0.040853047568816699 0.8561393482908527 0.85628955194357415 -0.15936335281033462 0.12765976041555407 0.83967649823171098 0.007022583000377937 -0.66823820815534474 -0.18946701369713989
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 12 6 -6 7 -3 17 10 -2 -8 21 -14 16 -16 -15 18 19 20 -4 -1 -5 -7 -19 -26 27 -25 -29 30 -28 -32 -31 34 -10
right_child=1 4 8 22 5 23 11 -9 33 -11 -12 -13 13 14 15 -17 -18 24 -20 -21 -22 -23 -24 26 25 -27 29 28 -30 32 31 -33 -34 -35 -36
leaf_value=0.07835132942320798 0.011276589564142271 -0.011682151745074927 -0.082372009311021344 -0.040510952254812861 0.044391067710394076 -0.065966787912792424 -0.019795426560563611 0.052804620171323174 0.002107130969247 -0.023211053405122688 -0.023869789234347003 -0.03898179441060403 0.020642414287005448 -0.08013340042549584 -0.11127262955406286 -0.020215972102593363 0.018196752686930891 -0.025591144022012714 -0.020963346625058166 0.15582019529191646 0.042936434462838319 0.00071424277568472015 0.03180054301989068 0.069411045393114129 -0.0069321089866840411 0.023042193269450575 -0.060781106657088815 -0.0440430938596926 0.036093408291572961 -0.047055850230258947 0.057486830347578316 -0.06023266741830087 -0.0064667125890641155 0.015265807108858534 -0.070065337136518122
leaf_weight=1.0532112792134283 46.555647702269198 22.224189148633744 0.33596776115882665 0.89353920705616374 3.9165845565075896 1.3060803057742365 58.703253744422909 2.7302576256915918 6.1423675844125682 8.1083867038105364 5.626524192186479 21.860410948316712 3.973610160639506 0.77012161756283548 2.1060662914242121 2.0857105109025742 1.9810106492368502 8.9624134231416956 2.2205788229985037 0.43058189778821532 3.7385066711576656 3.0183593479450801 42.940451161648525 1.3153760409913946 31.863779021150549 7.7167205608566283 0.86032691158471353 1.4624726900365206 1.8095912842254618 4.5093899337079986 2.2590416570892562 0.43170464353170235 5.1806222775194328 65.541248034547607 1.1366754780174222
leaf_count=44 7092 6017 42 134 727 213 18786 600 824 1847 1753 9568 191 87 191 202 155 1659 590 63 786 226 5245 196 5527 1115 123 311 286 1004 471 169 1111 10383 190
internal_value=0 -0.0102796 0.0107466 0.0202961 -0.0166749 -0.000616732 -0.020183 -0.00462668 0.00636118 0.00335842 0.00748694 -0.0250015 -0.00903887 -0.0201669 -0.0435231 -0.0659654 -0.00932871 -0.00215394 0.0228062 0.0443806 0.0326039 0.020797 0.0303265 -0.0098292 -0.00561218 -0.00108824 -0.00571667 0.0200993 0.000275817 -0.0146607 0.0145226 0.0385999 -0.0253555 0.0128239 -0.00916313
internal_weight=0 188.86 186.911 58.8221 128.569 23.0512 105.518 24.9544 128.089 60.2906 52.1822 80.5637 14.9881 10.9165 6.94291 4.19178 2.75113 55.2685 6.72564 4.50506 4.07447 4.07157 43.834 19.1346 48.5429 39.5805 17.8285 4.58744 3.27206 13.2411 3.55107 2.69075 9.69001 72.8203 7.27904
internal_count=77928 50274 27654 6475 39582 4611 34971 6617 21179 10692 8845 28354 1096 826 635 393 242 9782 1481 891 828 270 5379 3884 8301 6642 3671 793 597 2878 763 640 2115 11397 1014
shrinkage=0.1


Tree=45
num_leaves=36
num_cat=0
split_feature=3 3 4 6 12 6 12 6 0 15 15 0 10 10 15 10 15 3 0 12 11 6 4 6 4 6 3 10 4 15 0 4 4 4 15
split_gain=3.6784 1.60266 0.986516 0.637196 0.741055 0.549416 0.529472 0.482997 0.45207 0.877978 0.448508 0.399159 0.391641 1.01477 0.719266 0.669056 0.636569 0.54165 0.68276 0.798279 0.539849 0.376629 0.41135 0.730263 0.373506 0.370354 0.367156 0.352286 0.350951 0.33461 0.333248 0.366998 0.32907 0.397785 0.319439
threshold=-0.37341326510068024 0.19167762156575921 0.13114019855856898 -1.5093364739538693 0.013931201614822745 -1.1255173064861161 -0.0031442227256759168 -0.30619488912572362 4.9022599341697066e-05 0.71938411773242417 -0.5545247278632347 0.00056792184477671992 0.6861634150630862 0.68616721963547589 -0.12918173750333964 0.82271997802620167 -0.084384160620243079 0.1255158176791156 0.026216978207230571 -0.0078696502291339034 0.025464278950062601 1.6556712835196878 -0.062416874410700977 -0.54384004990674006 -0.11299892747774719 -0.7378701795982352 0.99660884177137643 0.35051748031745111 -0.30140153504908079 -0.10019862946784518 0.0012547509395517411 0.0048528872430324563 0.41715285927057272 0.16918557882308963 0.10896084541400101
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=3 2 12 -1 5 -5 -3 11 9 10 -7 -4 20 14 25 -15 -16 18 -17 -20 24 22 23 -10 29 -14 -8 32 -25 -2 -18 -32 33 -9 -13
right_child=1 6 7 4 -6 8 26 27 21 -11 -12 34 13 15 16 17 30 -19 19 -21 -22 -23 -24 28 -26 -27 -28 -29 -30 -31 31 -33 -34 -35 -36
leaf_value=-0.077616538111857161 0.07817918510684016 -0.036269100252312149 0.08644705505127051 0.045660472703069124 0.040234202424651644 -0.026670616899449787 -0.012654081402223464 -0.029488263318451686 0.054598988660300024 -0.068648645289741975 0.038346945959842803 0.027831249800605452 0.032846037392979734 -0.031299957825956425 0.1320062485331451 -0.030653562353813252 -0.032605683341579393 -0.092579964606508913 -0.091281311336706666 0.052798004881595119 -0.037421511975107472 -0.025544222115429706 0.011632174102429636 -0.080781623334826025 -0.0071719914138316191 -0.009346222456913543 -0.056362776366147053 -0.039665091078559638 -0.014702727446562369 0.0067954653953974514 0.085750979572843139 0.014241730120329739 -0.031532376688273599 0.035405477117243019 -0.03045939279514874
leaf_weight=0.75671989185502653 0.92400724109029431 18.181239185003506 1.0833562792395266 4.7015870909090145 10.227810463828062 1.1555102099664498 32.788678715434799 1.2240705379226691 1.465790685644605 0.90358645049855191 12.969552569309595 12.0404331060854 3.6855331112164995 8.3004926618887094 0.93774447310715903 1.9998837558377989 0.54596743313595952 0.47438051411882032 0.4239201582968225 4.1404944223031643 5.8328101591832811 3.1839198743982697 84.909766894794302 0.90591019755811331 128.4915846267395 4.7769170799292615 2.0414873413010346 1.9131074322503989 7.1273393294177358 2.2695635204436249 1.5477125777397307 1.3382622469216583 1.5648953157069625 4.1371105665020877 1.0197596301150031
leaf_count=127 185 6721 61 475 1065 97 13238 260 233 62 907 1425 524 1559 111 368 40 70 31 821 1272 562 12726 147 29885 640 841 304 1147 487 228 193 292 668 156
internal_value=0 -0.00707388 -0.00275742 0.0138757 0.0144185 0.012168 -0.0224365 0.0166579 0.0107698 0.0269149 0.0330281 0.0281183 -0.00545052 0.00529119 0.0260419 -0.012068 0.058989 0.0106117 0.018069 0.0394166 -0.00765102 0.00828354 0.00942437 -0.0103107 -0.00633237 0.00902918 -0.015216 -0.00167977 -0.0221545 0.0274492 0.0390378 0.0525913 0.00881246 0.0205889 0.0232798
internal_weight=0 241.683 188.672 128.307 127.551 117.323 53.0114 22.9827 112.621 15.0286 14.1251 14.1435 165.689 28.1713 12.8321 15.3392 4.36969 7.03868 6.5643 4.56441 137.518 97.5927 94.4088 9.49904 131.685 8.46245 34.8302 8.83918 8.03325 3.19357 3.43194 2.88597 6.92608 5.36118 13.0602
internal_count=77928 60380 39580 17548 17421 16356 20800 3166 15881 1066 1004 1642 36414 4585 1736 2849 572 1290 1220 852 31829 14815 14253 1527 30557 1164 14079 1524 1294 672 461 421 1220 928 1581
shrinkage=0.1


Tree=46
num_leaves=36
num_cat=0
split_feature=1 1 8 6 8 10 12 12 5 10 5 5 5 5 5 4 11 12 6 5 10 6 6 6 12 5 5 5 10 5 10 6 8 8 10
split_gain=3.23491 0.84956 0.803072 0.645106 0.922985 0.548257 0.52513 0.447543 0.442035 0.692003 0.522838 0.683713 0.847878 2.50855 0.601113 0.411238 0.410535 0.410198 0.448263 0.475542 0.419172 0.414594 0.425473 0.365005 0.354948 0.340643 0.442395 0.327979 0.324512 0.313674 0.583682 0.422337 0.379047 0.411833 0.30615
threshold=0.029344347305595878 0.000101826481113676 0.11531231556782111 -0.2356508642017402 -0.2689967586347396 -0.079285226660471414 0.0063324671037757506 -0.0092804006567821107 -0.0008776388212949417 -0.093511454463786628 -0.01423446635073816 -0.014397294082312604 -0.063918118103168664 -0.063924000229542463 -0.080420626594286296 -0.30140153504908079 0.040930056874509714 0.00039676033620059803 -0.27148322783480244 -0.1146230463432764 0.33728322611119821 -1.0281458803831633 -0.77463259273902563 -1.0281458803831633 -0.011169486636388452 -0.00053361786954423524 -0.1422823341824262 -0.26860450886790022 0.59821970517609702 -0.063918118103168664 0.43709831837707214 -0.86163059091625505 0.14395608455693557 -0.072808329390564891 -0.23489008427863522
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 24 8 4 -3 7 15 -4 10 -10 11 12 13 14 -2 -5 -11 18 19 28 21 -19 -23 -7 -1 26 -9 -8 -6 30 -21 -32 33 -31 -14
right_child=2 3 5 6 17 23 27 25 9 16 -12 -13 34 -15 -16 -17 -18 20 -20 29 -22 22 -24 -25 -26 -27 -28 -29 -30 32 31 -33 -34 -35 -36
leaf_value=0.069620924147600335 -0.0067455402319032262 0.037842497445989838 -0.050342868862323753 -0.10105034704057698 -0.018563419702118264 -0.073133857105663988 0.038163616601715494 -0.020027309417348396 -0.021335274147459383 0.0057266570835573368 -0.034021787968151883 0.023789142760262064 0.017964514625134209 0.16030131772140038 -0.064529987728889918 -0.0034019576642697388 -0.098899958451153902 0.05391046744893993 0.063677639638724623 0.079881673133934294 0.031445879725017625 -0.04056794545704942 0.0079999252459130362 -0.027488947858026941 0.020519549234432898 -0.016570445490858031 0.034297278733197156 0.0076123138694569438 -0.086413750146288465 -0.014519454888364243 0.048667775635457482 -0.015975684468451417 -0.053128453950230164 0.015714226117150058 -0.04717426877077896
leaf_weight=1.5379562581947528 31.4959052531376 12.218924746091941 2.0477398169969083 0.43392411337117565 2.5596370809216782 1.8830769953565347 4.353674481350029 2.2761742257862343 12.518335461041714 49.90556462333916 9.3797463425580627 5.8628072889405294 0.7967600477131781 0.88741394109093263 1.9093942647232314 70.872600033813796 0.37786906617111427 1.6939555509598019 1.0490128544333881 1.3477283729007528 11.057953242299844 2.0591584406356622 14.541617731345466 25.153189990103783 34.45243878729525 6.3830841709313964 4.3907027685781941 18.216765690405737 0.9727959755109622 9.5488472577999435 1.4981387830339365 3.1061084326356654 1.465752597519894 8.5303630527487169 7.6418148919474316
leaf_count=141 8402 1404 841 77 575 559 518 1034 3829 10298 3616 2169 245 257 578 12613 70 244 218 322 1353 348 2345 9293 2942 2279 1679 2876 158 1319 173 431 354 1492 2876
internal_value=0 0.0086932 -0.0102567 0.00566559 0.0128114 -0.0221438 0.000211659 -0.00687894 -0.00610973 -0.000297146 -0.0124064 -0.00823411 -0.0126278 -0.00564016 -0.0100484 -0.00399618 0.00494041 0.00766508 -0.000541964 -0.00286262 0.016075 0.00678436 0.00197557 -0.0306681 0.0226178 -5.8777e-05 0.01575 0.0135054 -0.0372487 0.00190135 0.0220007 0.00505813 -0.00421946 -0.000254215 -0.0410239
internal_weight=0 201.517 162.91 165.527 71.65 42.134 93.877 15.0977 120.776 62.8018 57.9738 48.5941 42.7313 34.2927 33.4053 71.3065 50.2834 59.4311 30.0784 29.0294 29.3527 18.2947 16.6008 27.0363 35.9904 13.05 6.66688 22.5704 3.53243 25.4969 5.95198 4.60425 19.545 18.0792 8.43857
internal_count=77928 29903 48025 26820 10736 15685 16084 5833 32340 14197 18143 14527 12358 9237 8980 12690 10368 9332 5042 4824 4290 2937 2693 9852 3083 4992 2713 3394 733 4091 926 604 3165 2811 3121
shrinkage=0.1


Tree=47
num_leaves=36
num_cat=0
split_feature=3 3 1 10 14 3 14 15 0 14 10 10 10 13 14 8 13 15 8 8 13 15 15 10 0 14 10 10 15 8 10 8 8 8 8
split_gain=3.25495 1.3937 0.887559 0.593346 0.529328 0.509902 1.04456 0.523188 0.44748 0.449466 0.441034 0.587025 0.514934 0.430535 0.557473 0.427821 0.418264 0.388142 0.385077 0.378944 0.413694 0.436986 1.0688 0.752319 0.411576 0.410179 0.362699 0.865916 0.717036 0.598468 0.459963 0.456148 0.385795 0.357512 0.446855
threshold=-0.42986685025971377 0.3759993535932154 0.0015492023667320611 0.068145035871391688 1.1710631512953433 -0.98746055424544454 0.13884738933888785 -0.96029942466330442 0.0051776403561234483 -0.097806365736379228 -0.45095191509853044 -0.4509362535116449 -0.43728224131861265 0.0019727131973771195 0.68470008716272923 -0.06388604780490463 0.002335367973580089 -0.80570178313329344 -0.24976424520255339 -0.015834391588252898 -0.0069944641087027809 0.050837876847793846 0.25730569584445911 -0.06848783882484917 0.00018083125905832278 -0.072032246325157673 0.68616721963547589 0.6861634150630862 -0.12918173750333964 -0.22712330763129704 0.54983115381400693 0.16747276485563189 -0.12723410331609022 0.12515028928175945 0.046696869672073871
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 8 5 6 19 -7 17 -10 -4 -12 -13 14 -3 -8 -9 -2 -19 20 25 -22 -23 24 -24 -1 27 30 -29 -28 -14 -31 -32 34 -5
right_child=1 13 10 33 -6 7 15 16 9 -11 11 12 26 -15 -16 -17 -18 18 -20 -21 21 22 23 -25 -26 -27 29 28 -30 31 32 -33 -34 -35 -36
leaf_value=0.07533821843195132 -0.063456974400231389 -0.010534424103186014 -0.050300423216013683 0.029473689672902478 0.058357562397743139 -0.030506611170695946 0.038466268897519668 0.014330345107415127 -0.044892477908042155 0.0527661651190105 0.028891966804633323 -0.056279568686676822 -0.0050289523366881918 -0.036482532382753702 -0.062604268817836803 0.08762189799246145 -0.0021273226603180425 0.025123912104159943 -0.0094865180657171169 0.066614517212351829 0.013487800401163763 -0.067285263998265885 0.027359642585052912 0.087589482301869984 -0.045381219755971952 0.014221923326593118 0.059716176694569904 0.0058096949741263454 0.06433971977482042 -0.01806251288043427 -0.082377549745462561 -0.06954800423364299 -0.020573370032786226 0.076610883411661487 -0.032005052980004563
leaf_weight=1.6198902054020434 1.060360475443306 22.553079735178475 2.2350965438163248 10.460887495515633 2.5876433668890959 3.3277019701199597 8.5234705360271601 58.262874062544142 0.57220627510105293 2.671821679265121 4.7953486199257886 2.0611698367574709 122.09754293659716 15.59987068151713 2.2623928412140222 2.23481823162001 21.011320257566695 4.2332439191377551 13.359897131042088 1.1789201667197655 11.443631571950393 2.7094568062311728 1.475291646551341 1.0294868883356683 1.6453585529234258 3.4094733415986438 0.88992608257103967 6.4781849815044552 3.0921149919740838 13.530654655318356 1.2257525094901209 1.9715637583285559 5.7380823876592322 1.3634575399919402 1.3329142332659092
leaf_count=172 143 9659 695 926 299 411 781 8894 137 338 1166 674 30995 6965 795 205 3357 455 1950 151 1332 313 69 100 169 373 129 1128 521 2707 177 360 1158 87 137
internal_value=0 -0.00653346 -0.00309776 0.0113462 0.0136177 0.0126355 0.0227009 0.00833773 0.00126149 0.0355404 -0.00618297 -0.00557384 -0.00662598 -0.0234649 -0.0152816 0.0486774 0.0099683 -0.00469995 -0.00115859 0.0112997 0.00850481 0.00152488 -0.0184325 0.0134616 -0.0109929 0.0339067 -0.00596579 -0.00430253 0.0247204 -0.0200323 -0.00645467 -0.0246104 -0.031452 0.0281302 0.0225255
internal_weight=0 239.586 199.17 35.0548 120.459 117.872 35.2698 82.6019 21.8975 3.24403 164.115 161.88 157.085 40.4153 24.8155 10.7583 79.2742 18.6535 17.5931 24.5115 23.3326 18.3032 6.85959 4.15014 3.12065 5.02936 155.024 138.632 9.5703 16.3921 129.061 15.5022 6.96383 13.1573 11.7938
internal_count=77928 61302 43883 4173 16626 16327 3665 12662 3023 475 39710 39015 37849 17419 10454 986 12251 2548 2405 2679 2528 1983 651 338 238 545 37175 33979 1649 3196 32330 3067 1335 1150 1063
shrinkage=0.1


Tree=48
num_leaves=36
num_cat=0
split_feature=3 3 1 13 8 8 2 7 4 4 8 4 7 3 8 12 2 13 8 3 8 13 4 4 4 12 2 3 13 1 1 4 8 8 1
split_gain=3.09622 1.26498 0.711126 0.574029 0.536784 0.533855 0.490894 0.404811 0.40989 0.766422 0.393551 0.374204 0.479441 0.401291 0.368458 0.356183 0.355337 0.429907 0.447568 0.334438 0.332301 0.322582 0.371583 0.440524 0.696409 0.32065 0.317956 0.313409 0.301914 0.296272 0.293835 0.285529 0.325354 0.304769 0.284221
threshold=-0.56540766665602848 0.57003115722909581 0.033500280231237418 -0.0015926701959647503 0.0058646606300437124 0.127444609763566 3.3613476261962212e-05 0.40301765661266131 -8.465479913866146e-05 0.00014898121298756453 -0.058129788748554713 -0.046499744057655328 -0.29504365336295169 -0.97984707822615735 -0.2220354353447134 0.0067506517587695436 0.036158451810479171 0.0073973319185789161 -0.18041672955733221 -0.93574538506800298 0.2697284683007351 0.0022100707569113975 0.095621991902589812 -1.4256415852287316e-06 0.0065693077631294736 0.0088444347249777202 0.59252232313156139 -0.94920907121922926 -4.3478012527785923e-05 5.2953999329474761e-05 0.0015492023667320611 -0.062416874410700977 0.065903812778353013 -0.48230992728389949 0.0013228383031673732
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=4 2 3 5 6 10 14 8 -3 -10 -2 12 28 -14 -1 -16 17 -5 -19 -6 26 -13 23 -23 -25 29 -4 34 -8 -18 -15 32 -31 -33 -24
right_child=1 7 20 16 19 -7 11 -9 9 -11 -12 21 13 30 15 -17 25 18 -20 -21 -22 22 27 24 -26 -27 -28 -29 -30 31 -32 33 -34 -35 -36
leaf_value=0.0056792638088517099 0.018551629564157967 -0.012386862670496447 -0.0080224617507177413 -0.0040376336195857183 0.088501284298899877 0.052532201721900151 -0.10060024239367056 0.017929746610653993 -0.05547719912599583 -0.015697113835326123 -0.0029035133163747857 0.015376421846143726 0.025142515283192925 -0.049951158393266963 0.023546432318695128 0.053787346591800123 0.06682736646530274 0.026543560024923092 -0.042991027010333215 0.020699072408874898 -0.033783099753321742 0.015347570400026461 0.1101701275485083 -0.056128134807880294 0.00097705307184732288 -0.018369351411119474 0.093355112548428945 0.0024892020610140543 0.0015309900762806275 0.071207139834065222 0.0012680497560110574 0.10378401748225366 -0.030833087878940096 0.0037308297894381782 0.0096237447889821245
leaf_weight=8.4399568009102968 19.191928440901393 11.949266649702624 99.575438388121256 36.73780609840469 1.5391067898672193 3.0657984297940848 0.86553647019900382 2.1472039660948203 9.8591644214975549 9.5197748157061124 15.417503146876696 49.792735036819067 3.3885661643507765 1.9287406767252822 17.903954860648813 4.977591417846269 0.93495310234721429 1.108259211607219 5.618595187959726 1.3795774605678151 5.1386570828180984 5.6845844597846762 0.74246214359300233 3.3830186967970786 5.791529083486239 4.2388475905754595 0.31033732221112487 1.4101770109991765 0.43487126048421465 1.3538870573684203 2.6713535641465569 0.30978210718604771 0.40623000165214751 17.671319470406146 0.45247307994577568
leaf_count=696 2880 5937 27467 6461 181 538 145 1179 3622 4262 2956 7764 508 288 1417 316 73 191 1062 250 1608 908 88 499 906 664 187 319 83 248 578 20 80 3468 102
internal_value=0 -0.00601475 -0.00315061 0.00262543 0.0141368 0.0125369 0.0129918 -0.0240746 -0.0269535 -0.0359355 0.00899398 0.00867649 -0.0101373 -0.000971169 0.0235378 0.030125 -0.00283549 -0.00829331 -0.0315351 0.0564531 -0.00898332 0.0112749 -0.000418997 -0.00652658 -0.0200799 0.00668576 -0.00770749 0.0344177 -0.0664464 0.0118223 -0.0202073 0.00921727 0.0476565 0.00545457 0.0720973
internal_weight=0 244.555 211.079 106.055 110.786 37.6752 107.868 33.4754 31.3282 19.3789 34.6094 76.546 9.28907 7.98866 31.3215 22.8815 68.3797 43.4647 6.72685 2.91868 105.024 67.257 17.4642 14.8591 9.17455 24.915 99.8858 2.60511 1.30041 20.6762 4.60009 19.7412 1.76012 17.9811 1.19494
internal_count=77951 62903 47903 18641 15048 6374 14617 15000 13821 7884 5836 12188 1602 1374 2429 1733 12267 7714 1253 431 29262 10586 2822 2313 1405 4553 27654 509 228 3889 866 3816 328 3488 190
shrinkage=0.1


Tree=49
num_leaves=36
num_cat=0
split_feature=3 1 3 9 2 9 9 9 1 9 9 9 2 3 9 2 3 9 15 14 14 14 15 14 14 3 13 9 14 15 3 3 2 2 3
split_gain=2.82791 1.30691 0.730032 0.727238 0.697201 0.566427 0.50239 0.600405 0.559706 0.54633 0.814703 0.65313 0.459649 0.458302 0.698411 0.618847 0.580876 0.447644 0.49891 0.964338 0.960116 0.761501 0.623354 0.561673 0.51818 0.51258 0.665247 0.487474 0.545923 0.455885 0.429167 0.427671 0.420674 0.41985 0.558881
threshold=-0.10574219282716511 0.0010300012072548272 0.89580363183631573 -0.33262884344949495 4.0837860069586902e-05 0.31640530798832373 0.85628955194357415 0.8561393482908527 0.10016019269824029 -0.53355938687138649 -0.53355871336626615 -0.42449237182921723 0.02669556345790625 0.095593445235863342 0.79424222342008777 0.039898425340652473 0.012561433592054529 0.8561393482908527 -0.021460735450325834 -0.51311950631711201 0.25430054852657574 0.9487323933868359 -0.070242785696135498 -0.71881148998269773 0.22055544619529857 -0.8112480549752944 -0.0012346921007711617 -0.30102560664188321 -1.439294531424826 0.62424232549545022 -0.24145802952261872 -0.90597025502938766 0.0098226573318243044 0.93408378958702099 0.99704368822676781
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 33 5 -1 7 8 9 -3 -11 12 -12 14 15 16 -13 27 19 -19 23 30 25 -20 29 26 -21 28 -6 -25 -22 -29 -8 -4 -35
right_child=1 2 3 -5 17 -7 32 -9 -10 10 11 13 -14 -15 -16 -17 -18 18 20 22 21 -23 -24 24 -26 -27 -28 31 -30 -31 -32 -33 -34 34 -36
leaf_value=0.019339148510592822 0.017356973764755281 -0.050337542673361928 -0.062394022435388212 -0.039466482753424417 0.087077167977863856 0.072982481554575526 -0.074516540749560531 -0.037809036806448273 -0.015916736977631674 0.034319634329351381 -0.099452012852411384 -0.0078350016209572017 -0.024136562254853628 -0.023202692575845816 0.055369336786591575 0.0083968002766272518 -0.062943479256962517 -0.093681208718951012 0.10989822173111632 -0.048332766045800613 -0.054816391349962627 0.03397487804304454 -0.10018549737020949 0.028045425450748097 0.10735591625781454 -0.019128751157571122 0.072037316902718224 0.026846748712871765 -0.00071794139652746856 -0.039728394402278017 0.036615263822575302 0.0089475987800830201 0.018725338560722747 0.042959135002731741 -0.06275684027285007
leaf_weight=34.362732568086358 18.753964412106143 2.3772735267411909 0.68908842178643936 14.626516499678472 0.72162423981353541 2.0880042666103682 0.51070046186214213 7.2010819465504019 56.537856342285522 5.8314810717711216 0.99507389275822689 25.623478782858005 4.3644324563792907 8.8636127924655721 2.2843300524982615 32.493967731868906 2.0669931786105726 1.6322469813458154 0.82002996839582909 0.63508668768918175 4.0102666499442421 1.7764850649982689 0.68200287938816639 4.1270351777202432 0.63289102399721731 4.6305343959247702 1.6572934698779125 20.819377983960294 38.235738866380416 1.3067637648200614 0.5887411378789692 37.201823781862913 9.2079474318088597 2.7017480984941362 0.61366342546534713
leaf_count=2763 2093 619 157 7318 70 176 71 1383 19078 1183 181 5813 1076 3593 327 7430 546 200 114 71 480 194 86 561 75 645 191 3794 5374 158 87 8880 1827 1152 185
internal_value=0 -0.00774493 -0.0104048 -0.0291288 0.0103058 0.022412 -0.00820185 -0.00964209 -0.00820803 -0.00307457 -0.00171305 -0.00445289 -0.03812 -0.00192334 0.00109596 -0.00096401 -0.0119486 0.00661244 -0.00609549 -0.0239384 0.00633211 -0.0216321 -0.00896942 0.0322205 0.0217208 1.66306e-05 0.0386897 0.00956073 0.000908326 0.0117466 -0.0431118 0.0153702 0.0138256 0.00862983 0.0233917
internal_weight=0 195.743 176.989 18.631 155.929 36.4507 158.358 148.64 141.438 84.9006 82.5234 76.6919 5.35951 71.3324 62.4688 60.1844 27.6905 119.478 22.4994 9.23716 13.2622 6.37549 7.60492 6.88672 6.06669 6.92291 2.29238 96.9786 38.9574 5.4338 4.59901 58.0212 9.71865 4.0045 3.31541
internal_count=77951 54032 51939 8812 23919 2939 43127 41229 39846 20768 20149 18966 1257 17709 14116 13789 6359 20980 2862 1193 1669 761 993 908 794 907 262 18118 5444 719 567 12674 1898 1494 1337
shrinkage=0.1


Tree=50
num_leaves=36
num_cat=0
split_feature=3 3 5 3 5 9 10 6 0 6 5 6 6 3 3 9 9 3 5 6 6 6 13 0 6 6 3 13 3 3 3 3 6 3 0
split_gain=2.5941 0.786939 0.687432 0.701594 0.634338 0.602577 0.539643 0.51072 0.440144 0.413723 0.407141 0.384475 0.619489 0.695799 0.645835 0.542971 0.429799 0.450949 0.462807 0.43487 0.416628 0.522211 0.378441 0.376933 0.37215 0.360123 0.429147 0.540362 0.39659 0.363353 0.353958 0.351834 0.358297 0.351738 0.34992
threshold=-0.058771599084138863 0.3759993535932154 -0.01423446635073816 -0.95573894602421194 -0.0082538969879087463 -0.45829564158845798 -0.087424051445389492 0.70875483121403804 0.014590337406843902 -1.5093364739538693 -0.0039103261223617991 -0.37445812981812482 -0.14032240157203299 -0.99181913787106157 -0.99702071928550129 -0.097933085642729886 -0.51857902193855698 -0.6555584568704943 0.074451597186217994 -0.39823367049570241 -1.0281458803831633 -0.90030619211930707 -0.00032137810362222174 0.00011708668898791076 -0.98098241392554841 0.42957321197640747 -0.96743686011177477 -0.011065959351664311 -0.98496595428196076 -0.99575509902206238 0.98260388887138117 -0.24145802952261872 -0.60230841079768338 -0.99575509902206238 9.0039171482203542e-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
left_child=2 -2 3 25 7 6 10 -4 -7 -6 -3 16 13 14 -13 -15 23 20 -19 31 -18 24 -5 -11 -22 28 27 -27 29 -1 -10 -20 -33 -14 -30
right_child=1 5 4 22 9 8 -8 -9 30 11 -12 12 33 15 -16 -17 17 18 19 -21 21 -23 -24 -25 -26 26 -28 -29 34 -31 -32 32 -34 -35 -36
leaf_value=0.030103949616951925 -0.004756406810790096 0.039703420862529794 -0.019751171086663886 0.017577162096808027 -0.074441920222953553 -0.087274937950956255 0.14373006745336595 -0.18266318935146575 -0.019160581953612643 -0.044686882957545075 -0.013849264049795347 0.0017568371146969739 0.030893228936827319 0.0093886045421379682 -0.11393410534289745 -0.034739332575583086 0.072480960633049818 0.085312538488816578 -0.040574829167627266 0.088786322462182182 0.024024131319635284 0.035939502723830605 -0.001272538370562761 0.0072961695768088341 -0.099031285084515308 0.067985526714740133 0.060077711151241067 -0.01570485846726825 0.057357241336745128 0.065252502847816349 -0.045706868063628586 0.033669861706548405 -0.034541297628482202 0.0034003430190895564 -0.0001715673317156577
leaf_weight=5.6002927201625461 136.98349747857719 1.8297413134423539 0.48335984295408607 24.086785179020808 0.65796989048248988 1.1857749433766027 0.26283461728598823 0.31971334642730653 22.405443062294584 1.6470252554863716 6.334242812532465 0.76470997175783884 5.0630027476727184 6.9416574474453219 1.3076482488249883 4.6603717049874822 2.5950188475617351 0.6464236794563466 2.3814966930658552 0.47110361047089089 0.46010623889742419 7.0443102322969899 19.094350228791882 9.1118655946338531 0.52755130753212309 0.92954693782667153 1.4287088902783569 4.537391206016764 1.4580657313053969 6.1941068748783437 6.474139172676586 2.1846907897706842 1.1892803007503978 57.532273428019842 3.8466621255174687
leaf_count=612 32868 718 177 5342 114 435 132 31 10766 94 1950 76 389 845 124 709 270 139 364 66 78 932 4929 970 67 152 176 750 118 738 3468 361 205 8029 757
internal_value=0 -0.00830629 0.00894586 0.0168601 0.00392984 -0.0209394 0.00269374 -0.0846085 -0.0275634 0.0046058 -0.00184684 0.00510338 0.00141175 -0.0178705 -0.0712436 -0.00833697 0.015067 0.0247368 0.00477605 -0.00358501 0.0376464 0.0263919 0.00924198 -0.000661658 -0.0417052 0.0305697 0.0112782 -0.00147493 0.0383495 0.048563 -0.0251117 -0.0111459 0.00962633 0.0056241 0.0156409
internal_weight=0 175.476 173.165 67.1759 105.99 38.4922 8.42682 0.803073 30.0654 105.187 8.16398 104.529 76.2697 13.6744 2.07236 11.602 28.2589 17.5 6.873 6.22657 10.627 8.03197 43.1811 10.7589 0.987658 23.9948 6.89565 5.46694 17.0991 11.7944 28.8796 5.75547 3.37397 62.5953 5.30473
internal_count=77951 50337 27614 13574 14040 17469 2800 208 14669 13832 2668 13718 10172 1754 200 1554 3546 2482 1135 996 1347 1077 10271 1064 145 3303 1078 902 2225 1350 14234 930 566 8418 875
shrinkage=0.1


Tree=51
num_leaves=36
num_cat=0
split_feature=3 4 8 4 3 9 9 9 14 15 9 3 15 9 4 1 8 3 14 8 4 4 4 4 9 1 9 15 15 14 14 4 15 3 3
split_gain=2.37991 1.26822 0.99172 0.764716 0.804228 0.509582 0.591873 0.70141 0.507017 0.492807 0.490757 0.479517 0.458943 0.438345 0.416976 0.413723 0.385595 0.364072 0.754022 0.422505 0.412495 0.413506 0.622625 0.575579 0.737966 0.496299 0.683135 0.441303 0.742488 0.424683 0.582411 0.407237 0.51108 0.411611 0.491304
threshold=-0.18946701369713989 0.00079517578706145297 -0.42217341408101977 -2.6408088160678741e-05 0.69598661735653888 -0.42447059611136456 -0.42449237182921723 -0.51857902193855698 -0.02091767705266738 -0.12918173750333964 0.070045880015248821 0.93051323771942418 -1.0080331991328919 0.85628955194357415 -0.018972991034388539 0.0055908865761011848 -0.08765836548393359 -0.98746055424544454 0.13884738933888785 -0.054996956782818046 -0.15689682960510251 -0.00037407827039714897 0.0062575340270996102 -0.0015677884512115268 -0.23312773495860697 0.00027593328559305524 0.8561393482908527 0.27793835915516168 0.18553801351250795 0.25430054852657574 -0.56774319508199678 -0.0024548102519474919 -0.38417407904872508 -0.24145802952261872 -0.56540766665602848
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=12 3 8 5 -5 6 7 11 -3 -8 -6 -2 -1 -7 -11 -4 -9 18 -14 -20 -19 23 25 31 -25 -23 -27 28 -24 30 -28 32 -22 34 -34
right_child=1 2 15 4 10 13 9 16 -10 14 -12 -13 17 -15 -16 -17 -18 20 19 -21 21 22 27 24 -26 26 29 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=-0.020498930325744829 0.0038781604373490327 0.017090403114343716 0.012238262653334482 -0.015357558257276105 -0.029932253987688662 -0.014076089789544142 0.010651315946279541 -0.087291458106428521 0.1196149985068389 0.011504908285067682 -0.073814500410029599 0.086989508449033859 0.010752282328127499 0.017538145781194472 0.110305524229468 -0.0032288181527985746 -0.019118995073437367 -0.030102882286232875 0.033198661743056412 0.084028076611382257 0.051474585017038221 0.024620625176212538 0.012252463548389899 0.01897674919510008 0.098126099792522181 -0.003721082594540734 -0.092593830955345513 -0.0074084976737297725 0.065312588383075271 -0.079172313088512608 0.011327384035106251 -0.033817623303773373 0.014559710651147601 0.053705262740700692 -0.019802044319048581
leaf_weight=4.5951677323027971 9.7085118329850939 0.87700356353889231 24.489286002637527 22.721302080237365 5.8783440386105195 66.987564192846548 2.8370319553650916 1.1885793096153068 1.0719051396008568 0.6494690526742487 4.4990669023609371 0.74765843845671121 22.91067965293405 4.6930856041763027 1.2479411144740868 58.859179882812896 2.7477401935902899 2.6773244372379841 7.9542823405863601 2.0585287194699031 3.5313250557665041 3.2733404807804645 26.815949296051262 3.0561011591926217 1.9168487784627348 10.381806774952564 0.77686560293659601 9.3775580238871026 2.9249151147960211 2.3910269936313853 1.7634468879550684 1.7588398720254179 20.712261971093547 2.0982609056518404 5.2071089573146301
leaf_count=588 2125 100 3402 5600 2123 22186 449 193 77 92 1925 332 2644 1006 165 16724 599 446 799 189 513 328 5100 442 285 1977 92 1534 419 324 248 250 3213 361 1101
internal_value=0 -0.00641955 0.00296451 -0.0128796 -0.025892 -0.00813662 0.00636525 -0.00372397 0.0734792 0.037036 -0.0489572 0.00982096 0.0105663 -0.0120062 0.0764868 0.00131569 -0.0397038 0.0116512 0.0207568 0.0436487 0.00861263 0.00969252 0.00434661 0.017751 0.0494853 -0.0107229 -0.0182779 0.0115066 0.0174708 -0.048924 -0.0204533 0.013013 0.0156238 0.0111052 0.00765656
internal_weight=0 209.204 85.2974 123.906 33.0987 90.8076 19.1269 14.3925 1.94891 4.73444 10.3774 10.4562 136.182 71.6806 1.89741 83.3485 3.93632 131.586 32.9235 10.0128 98.663 95.9857 57.7049 38.2807 4.97295 18.5865 15.3131 39.1184 29.7409 4.93134 2.54031 33.3078 31.549 28.0176 25.9194
internal_count=77951 57098 20303 36795 9648 27147 3955 3249 177 706 4048 2457 20853 23192 257 20126 792 20265 3632 988 16633 16187 10022 6165 727 2969 2641 7053 5519 664 340 5438 5188 4675 4314
shrinkage=0.1


Tree=52
num_leaves=36
num_cat=0
split_feature=3 3 1 11 9 15 7 8 12 9 8 1 15 7 12 9 8 8 9 9 9 7 3 3 3 9 9 8 9 9 9 3 9 8 3
split_gain=2.15561 0.647304 0.621626 0.574911 0.566613 0.521195 0.497441 0.430669 0.488973 0.420869 0.432137 0.409135 0.778191 0.407866 0.581189 0.507356 0.503678 0.452057 0.449451 0.448451 0.575728 0.453508 0.55648 0.429387 0.395668 0.449709 0.393917 0.370602 0.363651 0.358868 0.347688 0.334807 0.331192 0.72602 0.321705
threshold=-0.018054533749818798 -0.98746055424544454 0.0044761530589312324 -0.0092083011293633502 -0.36942765480016149 -0.11159828853961902 -0.18914370983579379 -0.033366154774346089 0.0018036991256952337 -0.42447059611136456 0.3182910053438926 0.00017655672127148139 -0.47980338208484385 -0.060500522764417163 -0.0019321705674071202 0.076565531109284282 -0.70331837595330626 0.23325841310341841 0.1253045203236561 -0.42449237182921723 -0.53355871336626615 -0.083189365932316781 -0.8112480549752944 -0.82614248036406923 0.90672894846647989 -0.25549050648264954 -0.25503116938073683 -0.21319028955955868 0.070045880015248821 -0.42449237182921723 0.85628955194357415 -0.982322948926594 0.79424222342008777 0.023389361258505548 -0.99702071928550129
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 -2 32 6 -6 34 8 -7 29 24 -8 -13 14 17 19 -15 18 28 20 21 22 -16 -17 25 -11 -27 -14 -3 -5 -20 -21 -4 -34 -1
right_child=2 13 3 9 5 7 11 -9 -10 10 -12 12 27 16 15 23 -18 -19 30 31 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=0.067831968638912957 0.0084307978067809496 -0.015750649999916252 -0.0074174910332282518 -0.007667128781709498 0.056708497593671303 -0.0013185290606768222 0.013536251525489493 0.061307139232245227 0.031961655308585822 -0.035493410667095208 -0.043482856365291464 0.028355619956128109 -0.025455763479246871 -0.070482428835457953 -0.041958696823710714 0.014733202323971968 0.008673496553847946 0.10250845102638639 -0.045498999741789219 0.10061913065357844 -0.10813887110183068 0.062426812196763305 0.014208112505346393 -0.015807511179278828 -0.035342312244450828 0.082537608252983452 -0.011439489549074245 -0.1045047757547851 0.012611803395087294 0.033496521618799666 0.02955473804743455 0.021613492922499242 0.049663546465345917 -0.010212298900849211 0.00066702389614300809
leaf_weight=1.2933282824233177 15.915025319489358 15.755366464421977 13.254124867184148 17.444163345295241 4.6462182586401495 9.3836393035380805 2.2356392583460529 2.193974547139077 8.3374205118416267 8.3977720662005506 6.5771966433403568 1.1133286007680001 0.99843592150136862 0.81097014824626867 2.750970760593189 6.6567813671208595 91.822275418180652 0.33454623055877064 5.8101888471137491 0.55502725735277891 0.49499430897413077 1.1107081294176158 4.9164963789808107 14.924884693158672 9.9243350232081848 0.44960568100213194 56.020491185485312 1.4608377589029258 6.3396116433286798 2.4105800844263277 0.69058961566770438 15.971466448536374 3.8572929264046234 4.263392327920883 1.5896757859736679
leaf_count=63 2289 2987 4021 5021 664 1277 117 223 884 2532 2883 67 87 102 290 1212 15803 61 1121 100 95 114 734 3420 5401 169 19106 153 1686 524 104 2848 645 952 133
internal_value=0 0.00603108 -0.0101625 -0.0125762 0.0187845 0.0265496 -0.00315948 0.0195135 0.0143392 -0.015723 -0.0189082 -0.0200145 -0.0410097 0.00352089 -0.00189256 0.00492668 0.00798052 -0.0130609 -0.014413 0.014391 -0.0032096 0.00270728 -0.00594369 -0.00638735 -0.0167471 -0.0139021 -0.0106913 -0.0724118 -0.00761274 -0.00266942 -0.0375259 0.0242668 0.00232589 0.0182285 0.0307975
internal_weight=0 202.197 138.514 122.599 33.2525 24.5613 8.69125 19.915 17.7211 101.224 81.3694 5.80824 3.5726 168.945 76.3116 47.3813 92.6332 28.9303 28.5958 25.7997 9.27317 8.77818 7.66747 21.5817 74.7922 64.8679 56.4701 2.45927 22.095 19.8547 6.50078 16.5265 21.3748 8.12069 2.883
internal_count=77888 34345 43543 41254 3668 3048 620 2384 2161 35636 30091 424 307 30677 14772 8813 15905 5959 5898 4181 1233 1138 1024 4632 27208 21807 19275 240 4673 5545 1225 2948 5618 1597 196
shrinkage=0.1


Tree=53
num_leaves=36
num_cat=0
split_feature=2 3 10 14 3 10 10 11 3 0 14 2 6 14 14 3 14 6 14 2 8 3 14 3 2 3 0 6 6 6 3 6 14 10 8
split_gain=2.18415 0.794263 0.466804 0.441687 0.402741 0.387714 0.364274 0.341807 0.337219 0.329737 0.310882 0.305162 0.302666 0.320371 0.455736 0.347358 0.428691 0.329768 0.291728 0.347648 0.367811 0.336312 0.291571 0.295689 0.367421 0.592616 0.3936 0.378919 0.286757 0.825654 0.285309 0.279059 0.272675 0.280351 0.35766
threshold=0.00096191235934384178 0.19167762156575921 -0.45095191509853044 0.66074134231810577 -0.87666873540729273 -0.4509362535116449 -0.43728224131861265 -0.0061405548631216769 -0.094524140818975852 0.23195772618055346 0.014516578431018929 0.20346529036760333 0.13179958964825447 -1.0998141659665814 -0.80742606739521816 -0.37341326510068024 -0.060309287120001949 0.91015999611090581 0.76064976621391633 0.24397470057010653 0.0043743047614454283 0.96064873466457368 0.19522059121041968 -0.11217916337773202 0.022208577953279022 0.012561433592054529 0.087921150028705611 -0.4506097680274454 -0.88426112931173662 -0.80540970319911864 -0.59012365216040041 -0.84768705837422065 -1.439294531424826 -0.17014317615296193 -0.26187856363003031
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 31 12 -5 8 -7 9 -4 -3 -10 22 -1 -14 -15 -16 17 -17 19 -9 21 -21 23 32 25 27 28 -25 -26 -30 -6 -2 -8 34 -34
right_child=1 7 5 4 30 6 11 18 10 -11 -12 -13 13 14 15 16 -18 -19 -20 20 -22 -23 -24 24 26 -27 -28 -29 29 -31 -32 -33 33 -35 -36
leaf_value=0.01612953655348634 -0.15387100778182336 -0.020552364340995416 -0.0086604302002956136 0.052909113667505142 -0.023953651599443279 -0.04905530148710624 0.075862352478283171 -0.057823126598135238 0.0068927520164716542 0.017486369091545599 0.056969376153105378 0.028853756674773318 0.055743894245552629 -0.039183800345778536 0.0091974909416138433 -0.076343004847502019 0.0095164877993988341 0.015217592935481148 -0.059353216650327646 0.039616781610369259 -0.019430883586906991 -0.066930345867275129 -0.010562607783405304 -0.032376172341518274 -0.025160309632203906 -0.10412796473815709 -0.010617110048161574 -0.0030836336647093593 0.054529276621635793 0.0026368537680887425 0.043561832225033459 -0.036559145256017521 -0.040655973651905201 0.002688561211872326 0.047098221933550427
leaf_weight=45.806859707237891 0.22661753348074887 4.1573354923239076 2.7029717694967985 4.8854262370223296 1.5085835191421213 1.70147027276107 0.55212007916998018 2.1870060398941851 2.1994543267064719 5.0434000313543947 2.8411317269783467 3.0391881567193186 1.1633566603995849 2.454968068166635 30.229836030630391 1.5765029922185934 2.2212204762181527 0.52414114802377287 1.9014022356423073 1.864826050892588 31.933631339870772 0.35220164966449363 40.695100169468787 6.507145396797573 3.1231982889439669 0.73130200660671008 27.05340505818458 13.741877008353185 3.2842202514293524 46.172352441226401 1.0697357794415427 1.9272363008167293 0.55558511022536583 38.361816985954647 2.8312377412621563
leaf_count=5491 25 1512 431 532 177 630 62 630 476 1887 576 1047 81 205 3932 233 440 94 787 707 15131 171 8784 1242 531 176 7602 3299 509 10446 167 653 153 8154 915
internal_value=0 -0.00538283 -0.00260146 0.0127213 0.0360338 -0.0020929 -0.00299449 -0.017006 0.019837 0.000298637 0.0351185 -0.00257461 0.0106493 0.00407265 0.00244829 0.00540633 -0.0211114 -0.0534973 -0.0211696 -0.0191716 -0.0166964 0.0226905 -0.00309483 -0.00096836 -0.00391771 -0.0156909 -0.000815913 -0.012497 0.00422701 0.00608283 0.00405829 -0.0489021 0.00604674 0.00512344 0.0327027
internal_weight=0 245.687 198.247 91.4406 7.46375 196.094 188.35 47.4398 7.74356 9.20074 5.04059 186.649 83.9769 38.17 37.0067 34.5517 4.32186 2.10064 38.2391 36.3377 34.1507 2.21703 183.609 142.914 100.614 20.9803 79.6332 20.249 52.5798 49.4566 2.57832 2.15385 42.3008 41.7486 3.38682
internal_count=77888 66536 45711 11352 876 45033 43550 20825 1483 3399 1052 42920 10476 4985 4904 4699 767 327 17426 16639 16009 878 41873 33089 23805 4717 19088 4541 11486 10955 344 678 9284 9222 1068
shrinkage=0.1


Tree=54
num_leaves=36
num_cat=0
split_feature=2 4 4 4 13 8 13 11 15 14 8 15 1 8 8 14 14 2 14 13 4 2 13 4 15 4 13 2 4 14 14 15 4 14 4
split_gain=2.01041 1.10361 0.567083 0.652771 0.669016 0.390913 0.351284 0.354482 0.310771 0.47281 0.396218 0.392989 0.351707 0.280755 0.278541 0.265092 0.305543 0.26471 0.261417 0.257298 0.255728 0.246547 0.246292 0.237617 0.236656 0.230387 0.229358 0.331665 0.28232 0.259567 0.543383 0.540706 0.585941 0.42381 0.39636
threshold=0.00096191235934384178 0.0048528872430324563 -5.6195771321654313e-05 5.317718023434282e-05 -0.0027621410198720143 -0.34050347137032239 0.0062119536963680432 -0.0079593011135194857 -1.0080331991328919 0.66074134231810577 -0.12723410331609022 -0.0058763773376551602 0.0013228383031673732 0.58490313652813752 0.28406744571398562 -0.046733555487038447 0.70672909355086622 0.29991243779659277 -1.439294531424826 -0.0061959892211699789 0.63078847527503978 0.6919144093990327 -0.012006297574225272 -0.031320224516093724 -0.078225133459188786 0.0028257728845346723 -0.0026962405459995194 0.00018100175657309594 -0.22255242080427703 -0.072032246325157673 -0.040243515324672845 -0.35049670545364303 0.014006815850734712 -0.4204131589648798 0.1002468839287758
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 14 4 -4 -3 7 22 12 26 11 -11 -1 -6 18 -9 19 -18 -2 -17 -7 -16 -5 -13 25 -21 28 -28 -10 31 -31 33 -33 -30 -32
right_child=1 5 3 6 13 20 -8 15 9 10 -12 23 -14 -15 21 16 17 -19 -20 24 -22 -23 -24 -25 -26 -27 27 -29 29 30 34 32 -34 -35 -36
leaf_value=-0.046494514386640179 0.046632187136312869 0.030006370424517748 -0.0029691271368718279 -0.048397110438775474 -0.043737069482305192 0.001371104310732665 -0.03286806103618934 -0.00039706530686738371 -0.055088033771888249 0.060480483223848552 0.064213649604875092 -0.056590833363233943 0.017402362497222164 0.0664049956537789 -0.046544579578987728 0.010755077471175708 0.052458027361678532 -0.048282058078671343 -0.0048175152346924604 0.0026638124481559362 0.037367739559721169 -0.0053847209321957286 0.021071727346104286 0.012344910231358074 -0.045123338529532826 -0.059420591570934982 0.013165950691114613 -0.003699561435461267 0.043504931447192106 -0.020645454858350846 0.016152573751817584 0.05905301625556008 -0.0088851696384883872 -0.056025163448275794 0.07079974540268745
leaf_weight=1.8736152249039144 0.99790794751606782 5.4445367145162882 5.9896956076627275 0.55782989240833547 15.831985540426103 76.589897940113588 5.5170357274637345 11.78020870535693 0.51560222823173063 1.3207399964740036 3.2061797060596282 0.69647926115430925 1.5945723233453462 0.23486344204138809 3.0326771048567016 1.553050195376273 0.9366960631596164 0.36149961260525743 95.319274295761716 2.5536481967210416 2.0257811655756077 2.7979643935213971 5.9963046349876121 1.77266647995566 5.9745867385863614 0.78036891559895583 32.800249070929567 18.09125991365363 0.71120591403450806 3.8557258979708484 14.189572722898442 6.03527557130292 1.6076344451648763 1.0736932085565056 1.4642146980804671
leaf_count=195 151 729 1499 126 4720 18463 1700 3458 71 158 382 70 174 104 1039 503 226 156 27408 841 235 1520 1461 203 1990 207 3325 3025 62 534 1758 706 286 140 263
internal_value=0 -0.00518623 -0.0100549 -0.0179456 -0.0314933 0.00409328 -0.00964785 -0.00544683 0.0122405 0.0134062 0.0383399 0.0164512 -0.0171166 -0.042127 -0.00556927 -0.0110882 -0.0214455 0.0244056 -0.00428446 -0.0269257 0.00229867 -0.0267931 0.0151592 -0.0071 -0.0332124 -0.0118678 0.0112351 0.00717048 0.0182583 0.0195652 0.0129814 0.0331895 0.0447627 -0.0163667 0.0212641
internal_weight=0 244.276 160.216 58.0678 22.0565 84.0602 36.0112 30.4942 90.8087 87.3405 6.99607 3.78989 3.46819 16.0668 102.148 23.9401 12.1598 1.2982 96.3172 10.8617 78.6157 5.83064 6.55413 2.46915 9.3086 3.33402 80.3444 50.8915 29.4529 28.9373 19.5095 9.42781 7.64291 1.7849 15.6538
internal_count=77888 66536 47109 16991 6323 19427 10668 8968 11352 10983 813 431 369 4824 30118 7381 3923 382 27559 3541 18698 2559 1587 273 3038 1048 10170 6350 3820 3749 2555 1194 992 202 2021
shrinkage=0.1


Tree=55
num_leaves=36
num_cat=0
split_feature=2 1 3 10 10 10 14 1 2 10 14 12 10 12 3 12 14 5 3 5 5 14 12 12 1 2 12 13 5 2 2 1 2 1 12
split_gain=1.8253 0.700218 0.498945 0.378523 0.903178 0.575794 0.41802 0.373278 0.408658 0.416094 0.373132 0.364078 0.42391 0.524656 0.518066 0.558448 0.510803 0.36179 0.56224 0.49844 0.5131 0.384999 0.383425 0.356856 0.342893 0.348019 0.337917 0.333926 0.327063 0.320893 0.323018 0.305585 0.29853 0.295629 0.316571
threshold=0.0018661528010852637 0.095686297863721861 0.065035042352974429 0.011825199183199268 0.011113259349544378 -0.010839625056586324 -0.78192958952051772 0.0013228383031673732 0.0043126747477799663 0.68616721963547589 -0.95494365341875953 0.018646234964899828 -0.065887443161288181 -0.012614540953506592 -0.89465798037781485 -0.017607148887266461 0.66074134231810577 -0.014397294082312604 0.0066819740459322938 0.11031067230812451 0.098777455943199477 -0.91742206986025188 -0.0095151859813338725 0.0042887564870041084 0.20922537893056872 0.054277233779430396 0.0052105109637548492 0.0038076577914749389 0.39589854141971642 0.056219337508082397 0.010898048523813488 0.30536261200904852 0.030588797293603424 3.0231519303924873e-05 0.000508554925734726
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 2 3 4 5 -2 10 26 -9 32 -6 12 13 -1 15 -14 -17 18 21 20 22 -3 -19 -8 28 -26 33 -16 -21 30 -11 -23 -10 -5 -35
right_child=1 17 -4 7 6 -7 23 8 9 29 -12 -13 14 -15 27 16 -18 19 -20 24 -22 31 -24 -25 25 -27 -28 -29 -30 -31 -32 -33 -34 34 -36
leaf_value=-0.044576683721109164 9.0821869333282298e-05 -0.13055792113889028 -0.016027088957735691 0.09943726660820329 -0.0176360497587487 0.043407466186961653 -0.043508283169472611 0.048273709470206698 -0.0080453058372192392 0.016684743266972762 0.083490776761663027 0.036704288537316082 0.097785979109162716 0.0053966852758139793 0.010155184482889233 0.01595322493988274 0.053580674236713526 -0.033354774150052578 -0.03189689069778287 -0.01141022283403436 0.030028984585082942 0.015346087130922521 -0.002310720423932584 -0.012586406952468307 -0.06538183409203624 -0.023212140387222135 0.005049146265694469 -0.025461878827311202 0.075026824244779189 0.012224948158929966 -0.045701125809459828 -0.02999172298295498 0.013576380139764055 0.0133342535534776 0.06402969059057545
leaf_weight=2.1916224782398777 57.186600225435541 0.21998854062985618 19.557319570212712 0.73652564638177676 0.83301987301092595 3.2427324209784265 7.9611139750340936 1.9172907212996495 9.5857309834100324 1.031905374926281 0.64922246057540423 5.1220926039968608 1.0441933409456421 50.729530558179249 15.925728825164699 19.121749904406901 4.4468140420940463 4.5382591092202338 18.455833967924264 6.2840151709060619 4.3902839195361585 5.7376287811785032 32.258116969067487 7.0259302949998528 2.6804797820732329 7.2513468563010974 5.061941667139763 3.1535287955193771 0.4705340532818808 2.1660987212962937 4.2408203227678314 2.006574745188118 19.128401223104447 3.3752869454328902 1.9396301453234626
leaf_count=451 14685 29 7339 48 140 578 1280 309 1838 187 100 570 128 5891 2763 2853 524 1330 8601 2121 1006 1634 11033 1093 718 3128 422 639 129 454 782 643 3827 418 197
internal_value=0 -0.005364 -0.00116571 0.00113952 -0.00324245 0.00241526 -0.0240018 0.00799074 0.00328383 0.000897895 0.0266575 0.0107233 0.00934587 0.00332714 0.016636 0.0262232 0.0230526 -0.0126177 -0.022314 -0.0081912 -0.00228415 -0.000106947 -0.00613952 -0.0290121 -0.0227715 -0.0345932 0.0241148 0.00426819 -0.00538886 -0.0201796 -0.0334918 0.00359876 0.00635834 0.040063 0.0318351
internal_weight=0 229.933 145.64 126.082 76.8986 60.4293 16.4693 49.1836 38.0702 36.153 1.48224 101.735 96.6132 52.9212 43.692 24.6128 23.5686 84.2931 26.42 57.873 41.1867 7.96419 36.7964 14.987 16.6864 9.93183 11.1134 19.0793 6.75455 7.43882 5.27273 7.7442 28.7141 6.05144 5.31492
internal_count=77888 64069 33697 26358 17876 15263 2613 8482 7397 7088 240 13819 13249 6342 6907 3505 3377 30372 10907 19465 13369 2306 12363 2373 6096 3846 1085 3402 2250 1423 969 2277 5665 663 615
shrinkage=0.1


Tree=56
num_leaves=36
num_cat=0
split_feature=2 1 9 11 6 9 9 9 2 6 9 8 8 2 9 11 6 1 8 9 2 5 9 8 2 13 2 13 8 8 8 6 2 1 5
split_gain=1.72954 0.773009 0.610222 0.638478 0.611211 0.539377 0.829215 0.522719 0.61277 0.535287 0.507627 0.477908 0.475935 0.457219 0.436733 0.382642 0.343377 0.332374 0.325624 0.317989 0.302486 0.337627 0.322982 0.298322 0.297729 0.409408 0.365328 0.423456 0.29683 0.292431 0.278845 0.262989 0.256342 0.475731 0.366908
threshold=0.0028057419694960122 0.033500280231237418 -0.28101977680365803 -0.001328067774570237 -0.70535880592270239 -0.53355871336626615 -0.53355938687138649 0.8561393482908527 0.12705333530902865 -0.5666937794994017 0.85628955194357415 -0.2689967586347396 0.17079095160468347 0.00028204874251969164 0.60334847662583169 0.009232990937373611 -0.63012427830981876 0.025672663003206257 -0.16090164705478002 0.85628955194357415 0.053216779604554183 -0.36966599230637992 0.1265870922814494 0.15872973107401203 0.060750044882297523 0.005098738439262924 0.062769684940576567 0.0013406066843910801 0.032160694809066005 -0.089700543165405169 -0.041718119339600464 1.7126202907755557 0.16465586423873904 0.0029122550040483479 -0.0082538969879087463
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 15 4 11 6 23 8 14 -9 -7 -4 -12 16 20 -1 -6 31 -17 29 21 22 -2 -3 25 30 27 -26 -8 -11 -22 -15 33 -10 -34
right_child=1 5 3 -5 13 10 28 9 32 19 12 -13 -14 17 -16 18 -18 -19 -20 -21 24 -23 -24 -25 26 -27 -28 -29 -30 -31 -32 -33 34 -35 -36
leaf_value=0.0047683969891888995 0.11742944902989785 -0.027789372640377771 0.070696958384334457 0.030980599414284667 -0.062306732288547453 -0.013865950533866951 0.029966098615200155 -0.10309117646778548 -0.13058721546177407 0.0019529268867215543 0.022071775180459677 0.012626400938547262 -0.035259709934243377 -0.012575476253182047 0.057154173341818541 -0.052216730942193645 0.017041182204681243 0.024735806439166275 0.0023103471264163899 0.030804385404638243 0.060199704627434382 0.0016861484821522452 0.010179780783058777 0.016026441012119468 0.022282268056019405 0.099768340924534613 0.015943009948367948 -0.10248242745330692 0.095939107163461129 -0.03027174622876426 -0.00046949406945555165 -0.096157441816153821 -0.037295166425550634 -0.016420076118479839 0.014511984776243797
leaf_weight=42.409228353077197 0.49563662393484154 4.5064283930987585 2.6747244920697995 21.35641066084645 0.5617360503529224 108.92521201254749 4.4507256252691132 0.6669411710463472 0.57593115419149288 4.7899896097369465 7.3042553657287481 3.0143671914192955 1.8059887744420846 12.157271467458482 1.7832570624887001 2.2991925603710115 18.73145822690276 2.5046324371469373 2.091428183426614 1.5812806570902473 1.2888857867219488 47.985242105314683 0.64777800987940282 2.3717154288024176 0.50960749585647025 0.94118291069753457 12.620785250517654 0.58353112495387904 0.80539752752520133 6.8337140821386102 1.8377786342462084 0.3884842844418025 2.8480839671137801 0.99651969844126143 2.6288144332647789
leaf_count=4708 114 1349 304 3542 79 38836 949 95 72 663 1435 490 594 2587 296 241 2447 670 200 266 200 9765 166 825 95 130 2315 67 243 1196 318 100 1270 314 942
internal_value=0 -0.00498475 0.0104605 0.0170179 0.0095691 -0.00990548 0.0101711 0.00216281 0.00543125 -0.0156834 -0.0119694 0.0399283 0.0107065 0.00454004 0.00831259 0.00185897 0.0147309 -0.0085237 -0.0262433 -0.0112687 0.00701089 0.00296582 0.0566694 -0.0126808 0.0181869 0.0419455 0.0111395 -0.0443187 0.0400752 -0.0169923 0.0245398 -0.0151636 -0.0226464 -0.0582353 -0.0124286
internal_weight=0 219.785 108.189 61.3891 40.0327 130.17 12.1343 89.615 75.743 13.8719 118.035 5.68909 9.11024 34.3436 68.6937 46.7998 19.2932 15.0504 4.39062 13.205 66.9104 49.1287 1.14341 6.87814 17.7818 4.06785 13.7139 1.09314 5.25612 11.6237 3.12666 12.5458 7.04935 1.57245 5.4769
internal_count=77883 62515 15368 10219 6677 44231 3366 18284 16064 2220 40865 794 2029 5883 13466 5149 2526 3357 441 2125 13170 10045 280 2174 3125 648 2477 162 1192 1859 518 2687 2598 386 2212
shrinkage=0.1


Tree=57
num_leaves=36
num_cat=0
split_feature=1 8 13 10 13 10 8 6 11 6 14 1 14 4 1 10 6 13 11 14 6 4 14 4 4 4 6 10 6 11 1 14 4 4 14
split_gain=1.39481 0.473923 0.36543 0.328761 0.306006 0.405927 0.313732 0.349283 0.306015 0.299098 0.297292 0.290947 0.284336 0.281341 0.26639 0.305899 0.230803 0.343284 0.377473 0.332331 0.414233 0.23343 0.22903 0.398674 0.422224 0.249138 0.224302 0.687753 0.307606 0.234557 0.219759 0.248956 0.256035 0.367763 0.21715
threshold=0.0033291077706962828 0.093612324413452311 0.0025186808931676572 -0.077837311407526324 0.0070098981848958431 0.81842229659461418 -0.36785409179143908 -0.30619488912572362 -0.028263615120979513 -0.76607839070504669 0.04436614221219181 1.3905876585340595e-05 -1.2199555445530443 0.63078847527503978 0.10214741155505182 -0.091630378928473546 -0.2356508642017402 -0.03363797713845687 -0.0074628112469637591 0.8845221883584039 -0.21039032778315028 -0.17835997045040128 -1.2199555445530443 0.0013291451614350083 -0.011255716904997824 -0.0012593641877174375 0.96484512515574761 0.0064475957453783159 1.4540440661702811 -0.056326493067983263 0.000101826481113676 0.26844382255485 -0.015399809577502309 0.045041732490062721 -0.016730828289117258
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 4 12 14 6 26 7 9 10 -2 -8 -1 -3 16 -4 -16 21 -18 -19 20 -20 -13 23 24 -10 -26 29 28 -28 -6 -22 -32 -33 -34 -15
right_child=1 2 3 -5 5 -7 8 -9 22 -11 -12 13 -14 34 15 -17 17 18 19 -21 30 -23 -24 -25 25 -27 27 -29 -30 -31 31 32 33 -35 -36
leaf_value=0.02597636022566864 -0.0037960564269589043 -0.066593850790192408 0.01941191114498847 -0.033165830158324791 0.059277204008214096 0.078600974563254877 0.0021446009915025532 0.0013879723767821154 -0.026423652918835562 0.064149496173172768 0.051860132401370662 0.067670716549319485 -0.0051377377526587113 0.077407337751524169 -0.040525221888778759 0.025402064192212467 0.089553939465270835 -0.0096906039099273686 -0.062341502886424628 0.054225123122883336 0.02343886617803722 0.012102362445688174 -0.0027906038475769418 -0.049428292980258443 0.1464745288079573 0.043703423051037783 0.10952177564297789 -0.082513092289947049 -0.0018882248803605531 -0.022167295730551484 0.0084482397255458523 0.019284393984031062 -0.046367713556640169 0.027476136552445813 0.00214132298697283
leaf_weight=9.8365078219285333 0.90734609522041898 0.77029645530274038 2.5927893855187021 12.609006602152474 0.36194637292647058 0.45809823379386116 2.8658738549420368 4.4966405257182478 0.39471037650946517 2.2655482931149891 2.0727573801996186 0.77199188052327272 33.217085865500849 1.0174191338592207 2.6039460655410953 0.96447701873694303 0.45503159699001017 17.654435757511237 0.86186060760519367 1.4979138912603946 7.1634082087839479 36.412314934786991 135.978192111932 0.4384495306003372 0.48735309310723085 0.45714789185149041 0.62416572942674864 0.45244116897811171 0.41102231258992106 15.352000614129794 22.058502243307888 1.5044227873877387 2.9401081685500681 0.87519595056073729 0.6150437045871503
leaf_count=920 133 162 999 4976 83 103 623 893 68 323 397 102 12878 101 1332 389 58 2544 128 214 801 4385 35992 94 62 85 190 90 178 4290 3315 264 490 146 75
internal_value=0 -0.00444724 -0.0127155 -0.0239146 -0.00185109 -0.0143037 -0.000388582 0.0193142 -0.00144756 0.0447192 0.0230104 0.0096143 -0.00653059 0.00789897 -0.00498194 -0.0227063 0.00717032 0.00305672 0.00233528 0.00808872 0.0061367 0.013256 -0.00232439 0.0333372 0.0604341 0.0967323 -0.0167779 0.0203352 0.0652863 -0.0202913 0.00784533 0.00376534 -0.0156525 -0.0294286 0.0490503
internal_weight=0 220.781 52.7576 18.7702 168.024 17.6597 150.364 7.66953 142.694 3.17289 4.93863 103.664 33.9874 93.8276 6.16121 3.56842 92.1952 55.0109 54.5558 36.9014 35.4035 37.1843 137.756 1.77766 1.33921 0.944501 17.2016 1.48763 1.03519 15.7139 34.5416 27.3782 5.31973 3.8153 1.63246
internal_count=77883 64340 20736 7696 43604 4934 38670 1349 37321 456 1020 13543 13040 12623 2720 1721 12447 7960 7902 5358 5144 4487 36301 309 215 147 4831 458 368 4373 5016 4215 900 636 176
shrinkage=0.1


Tree=58
num_leaves=36
num_cat=0
split_feature=3 5 3 3 9 5 11 15 14 14 14 15 5 8 10 10 10 8 8 9 5 9 5 5 11 5 8 10 5 14 5 5 11 14 8
split_gain=1.7003 0.498688 0.520513 0.479218 0.562823 0.370529 0.415462 0.352462 0.387708 0.799725 0.346361 0.285438 0.3207 0.675014 0.506374 0.476418 0.768477 0.65989 0.594543 0.401901 0.392211 0.545843 0.387216 1.10863 0.496225 0.340539 0.339199 0.33643 0.287272 0.275655 0.27215 0.378558 0.358785 0.306016 0.264209
threshold=-0.058771599084138863 -0.01423446635073816 -0.95999924423813343 0.82796699037953669 -0.33262884344949495 -0.0019754022418703855 0.015883135643073382 -1.0080331991328919 0.13339150068704012 -0.11129070335623285 -1.2199555445530443 0.83627008443624129 -0.0011532432107713637 0.13586805535747895 0.010121454530928288 0.6861634150630862 0.68616721963547589 -0.074711504900347878 0.127444609763566 0.14167965423848025 1.0000000180025095e-35 -0.10691769768013167 -0.063918118103168664 -0.063924000229542463 -0.0017797108240363531 -0.093131622137355152 -0.0043615130074429196 -0.45095191509853044 -0.024867126073477099 0.68470008716272923 0.09478381515654298 0.094783311809234175 -0.031844069508777613 0.47536392352035167 -0.05993094139066462
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 7 11 5 -5 -7 -1 9 -9 -3 12 15 20 -15 17 18 -2 -17 -19 -14 -22 23 24 -21 34 -24 -23 -28 -6 31 32 -29 -33 -26
right_child=3 10 -4 4 29 6 -8 8 -10 -11 -12 -13 13 14 -16 16 -18 19 -20 22 21 27 26 -25 25 -27 28 30 -30 -31 -32 33 -34 -35 -36
leaf_value=-0.0799835137490887 -0.04130585654185466 0.043939711953223333 0.0080903193781739352 0.041383334516878124 -0.026196892169129928 -0.025524083354413592 0.11873999003216605 0.048458938328236612 0.043447818374733251 -0.0088952508693603653 0.0022527237363106725 -0.036726317500964667 0.029021549935569574 -0.0020794764542044343 -0.040551792869850979 0.010785280776028826 -0.024318351716795892 -0.014917744944316367 0.076722143979897461 -0.041934185968973511 -0.017653287569377861 -0.04286393853309764 -0.1168855167722537 0.10774440822634264 0.11065059712490735 -0.081623554378087979 -0.064271038708641828 0.09432028369965044 0.048576084816385791 -0.07135420238253766 0.014696514734412159 -0.037056396735284013 0.0053637129715687678 0.020797439765577005 0.01773961767617686
leaf_weight=0.29892092084628785 7.7020886828249777 2.0352621915517366 40.143713449560892 2.0055209890124388 14.244777910213086 2.6499539975484399 0.2158879222406539 4.2283767206135989 9.8824000291788234 5.7197768628575423 96.19630880312252 2.7757968732184954 6.0358636274468145 7.466986665640432 6.3141336757835234 9.9835747838951665 5.9867893991031442 31.469493620472349 1.5845398344099511 1.9118897497683045 11.057479303490252 1.2956320045632299 0.41541790621704422 1.1431341513525684 0.32720365491695513 0.3265138372953541 0.44989326945506036 0.48034900694619764 0.45245906287163851 1.4935222866370157 27.16704933183064 4.0098091437248504 8.0804203546940681 1.1843200565781442 4.7375542308072909
leaf_count=63 2268 195 10488 794 8205 872 116 788 1265 1025 13781 743 1339 2518 1706 1423 1292 12642 190 688 2945 496 153 314 50 136 171 76 197 706 5999 773 1728 217 1521
internal_value=0 0.00751013 0.0146709 -0.00703651 -0.0212884 0.0084149 -0.0146565 0.0277943 0.0294189 0.0154827 0.00311644 -0.00497323 -0.00434177 0.000229942 -0.0197064 -0.00936739 0.0047654 -0.0144373 0.019817 -0.00941848 0.00486224 0.00212508 0.0083056 0.0161715 0.00183796 0.0173607 -0.0421111 0.00730536 -0.00768704 -0.0304822 0.00889377 -0.00256712 0.0103551 -0.0238651 0.023742
internal_weight=0 158.505 60.2732 162.968 20.6097 4.87136 2.86584 20.1295 19.8306 9.94815 98.2316 142.358 139.583 73.092 13.7811 66.4906 17.5549 48.9356 11.5681 41.2336 59.3109 53.2751 9.76407 8.4463 7.30316 5.39127 1.31777 42.2176 0.902352 15.7383 40.9219 13.7549 8.56077 5.19413 5.06476
internal_count=77883 27605 13629 50278 10693 1782 988 3141 3078 1813 13976 39585 38842 17797 4224 21045 2905 18140 1613 15872 13573 12234 3230 2709 2395 1707 521 9289 368 8911 8793 2794 1804 990 1571
shrinkage=0.1


Tree=59
num_leaves=36
num_cat=0
split_feature=2 4 4 13 7 10 12 14 4 14 12 10 2 10 2 7 13 10 14 14 10 7 15 14 15 14 15 2 15 15 15 4 13 2 7
split_gain=1.44542 0.613951 0.95458 0.652662 0.453467 0.388099 0.473537 0.411902 0.369792 0.346798 0.338694 0.33402 0.322631 0.294993 0.361572 0.305848 0.298002 0.281109 0.27859 0.274193 0.262915 0.445262 0.251511 0.249078 0.338807 0.391593 0.447881 0.266097 0.263169 0.261284 0.344633 0.249627 0.255987 0.248007 0.32594
threshold=0.0025745675666257743 0.0005164756439626218 -5.6195771321654313e-05 -0.0071773476445871698 -0.058492236102694307 -0.092885266372629255 -0.005662887893419225 -0.10531791199498586 -0.051397447474300854 -0.78192958952051772 -0.013012115146442871 -0.45095191509853044 0.00018100175657309594 -0.077837311407526324 0.6919144093990327 -0.039417327808744733 0.0047945752485148959 -0.09034302574192056 0.099431504801436629 -0.11723315387770354 -0.25153961724517793 -0.2358562390501745 -0.10653301403644065 0.22726663291351037 -0.96029942466330442 0.50077643232229707 0.48325714620894239 4.0837860069586902e-05 -0.5545247278632347 -0.27182554117965135 -0.12620197890675602 -0.086492441594600664 0.0065076600718253375 0.0040364945307374009 0.011007835834252305
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 9 22 18 6 -6 19 12 10 -2 -3 -8 17 15 -15 -17 -5 20 -7 21 -1 -4 -20 -25 26 28 -28 -26 -30 -31 -27 -33 -12 -35
right_child=1 11 3 13 5 7 8 -9 -10 -11 33 -13 -14 14 -16 16 -18 -19 23 -21 -22 -23 -24 24 25 31 27 -29 29 30 -32 32 -34 34 -36
leaf_value=0.10658504417957478 -0.06739350179442008 -0.058375665749222531 0.052692607346714028 -0.020961288879024875 -0.037299963061212409 0.040131106246808872 -0.069645784863637303 0.018031822330411385 0.014450124832329977 -0.0056564546269511941 -0.054700145682152451 0.0021643258915274937 0.021125995697996603 -0.044287828036263362 -0.058017881225744465 -0.0051968016984385423 -0.060187276307372174 0.031690160855203764 0.032965921261707914 0.11001492029332205 -0.0045268643832757083 -0.0099445157387751705 -0.0053052599855961833 -0.077641236136267514 -0.048942465689694792 -0.044496494445096846 0.0046085840773825671 -0.092066864902293169 0.089619295105323085 -0.064738378074458994 0.023115984544443191 0.046046344896079353 -0.034060294862908555 0.055773589917159951 0.00615102527317143
leaf_weight=0.58097987806831952 0.42156449911999505 0.92048526805592601 1.3211312258936234 8.7310658413989568 2.2519805840856888 4.6945221235509962 1.0168808511225567 26.548024630403233 20.682985025108788 84.590713126113769 0.36079324269667168 91.894987466117527 0.63675984837755084 5.9398255132546236 5.4059730646586095 6.2623970145650603 1.1695093822199849 1.1472844861564286 4.6702964679279821 0.63770532891794829 31.026618853069525 0.75274856800387613 1.7226766931707995 0.47110494947992165 0.70464029695722041 0.40536226949188847 0.42332111485302426 0.86954108794452623 0.44508536312787139 0.5419222353957579 2.5360357284953396 3.8003588010251406 0.44569916621549044 2.6500176319968887 2.6446660232686554
leaf_count=71 80 332 292 2723 348 799 92 4079 2040 27380 48 24001 96 1516 2606 1469 312 461 711 87 4922 154 481 92 118 86 45 158 68 82 386 538 91 513 606
internal_value=0 -0.00456925 -0.00922125 -0.0241585 0.00978222 0.0158453 0.00640555 0.023126 0.0108119 -0.00399879 0.0190754 0.00156393 -0.0346927 -0.0288349 -0.0361939 -0.0273709 -0.0138503 -0.0148463 0.00260058 0.0484888 -0.00265804 0.0408164 0.0198681 0.0137131 0.00526481 0.00910453 -0.00890561 -0.0604125 0.00684564 0.0180038 0.00764786 0.0304799 0.0376377 0.0255209 0.0309874
internal_weight=0 215.183 122.368 31.6999 104.143 56.4689 24.5886 31.8803 22.3366 90.6678 6.07704 92.8155 1.65364 28.6561 18.7777 13.3717 7.43191 9.87835 47.6737 5.33223 32.3603 1.33373 3.04381 15.3134 10.6431 10.172 5.52055 1.29286 4.22768 3.52304 3.07796 4.65142 4.24606 5.65548 5.29468
internal_count=77883 62820 38487 9860 15063 7541 2576 4965 2228 28627 1247 24333 188 9087 5903 3297 1781 3184 7522 886 5147 225 773 2375 1664 1572 857 203 654 536 468 715 629 1167 1119
shrinkage=0.1


Tree=60
num_leaves=36
num_cat=0
split_feature=3 9 3 8 8 9 9 9 9 3 8 3 8 8 8 6 3 6 3 9 9 8 8 12 9 13 9 7 6 13 7 12 6 6 0
split_gain=1.55316 0.53135 0.711176 0.581218 0.511153 0.614212 0.448194 0.440012 0.424635 0.551666 0.509968 0.453917 0.440234 0.409982 0.430611 0.365193 0.331686 0.431707 0.323901 0.414162 0.909484 0.34945 0.336159 0.298763 0.282799 0.279799 0.276507 0.28659 0.263935 0.291067 0.263223 0.26015 0.3568 0.308272 0.258782
threshold=-0.42986685025971377 -0.42447059611136456 0.90672894846647989 0.1412486191728721 0.12515028928175945 -0.42449237182921723 0.85628955194357415 -0.53404084464410584 -0.51857902193855698 -0.95573894602421194 0.0074219287462421301 -0.91774198808707286 -0.25524836595948613 -0.30886039864185472 -0.58334867273694546 -0.72751002265249365 -0.99656819351980619 -0.17134524147503924 -0.40984498060424807 -0.53355871336626615 -0.42449237182921723 -0.0043615130074429196 -0.030460746170792332 -0.0061819412909977786 0.8561393482908527 -0.0056712568227130509 -0.18391792834634166 -0.64693389269357215 -0.90030619211930707 0.0005038877087786502 0.28237980721627859 0.011880038173500558 -0.3917034597154202 -0.7378701795982352 0.22649514675140384
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 4 3 6 7 -6 13 34 11 10 -10 12 16 14 30 -13 -1 -18 -9 21 22 25 -21 24 26 -20 -15 -28 -5 -30 -3 32 33 -22 -2
right_child=1 2 -4 28 5 -7 -8 18 9 -11 -12 15 -14 23 -16 -17 17 -19 19 20 31 -23 -24 -25 -26 -27 27 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=0.017278511085751465 -0.04768680168217259 -0.099548586137772968 -0.031634295536644999 -0.058275736902872327 0.010330611551759281 0.068046928960875594 0.019653551418354384 -0.067914577544773161 0.02028855266378031 0.0051262531707848349 0.097062176924464005 -0.046687525782889837 -0.00077074702741871792 -0.036885747223853918 0.034610853015987687 0.019933438461821856 -0.011869145914898793 -0.077033823090550513 -0.063863968123604731 -0.058029058084463951 0.031239722904905259 0.044740562056004199 -0.016680862852493886 -0.0044283249251278519 -0.063640855299516977 0.010653629129421241 0.10030971529043864 -0.0096108399781922177 -0.0042775121741058615 -0.02974025051717551 0.0081887916290481894 -0.0093909667914231706 0.08320782576905994 -0.0079226844251291811 0.0091716868296504769
leaf_weight=0.94674034434137855 3.0702447480580295 0.41562213082215738 12.092421917008322 1.842535935051276 9.3728914429957495 2.2953772319015107 7.6010057794264858 0.66246596875134756 36.074342258340039 39.44226694799363 0.88646578248153574 0.89492053200956334 11.571571047126783 4.2953869743942095 4.4218552780221207 10.211665805196388 1.8158697786275295 2.3098015794530538 0.5258742020232593 3.1326439698459527 4.4288334806915355 3.1590679150540302 5.2806089194782544 95.108100338602526 1.2855768586741749 12.048647068440912 0.24184924399014995 12.320734838118364 8.0029222876182775 10.225431691625998 0.4990862723934697 4.6549198699649414 0.8065279347356541 3.6802457664161921 1.0827608862018676
leaf_count=53 846 74 7146 548 3084 249 1361 79 5490 8374 118 106 994 1246 755 1060 130 239 66 660 631 672 1458 27640 241 1803 72 3544 3333 4153 70 612 106 591 379
internal_value=0 -0.00540237 -0.00832751 -0.00640057 0.00314367 0.0216845 -0.00388649 -0.00194275 0.0095038 0.0133519 0.0221299 -0.00109094 -0.0115385 -0.00539531 0.0216912 0.0145654 -0.0361026 -0.0483523 0.00140304 0.00262054 -0.00624443 0.0150071 -0.0320767 -0.00667166 -0.0184312 0.00753726 -0.0149835 -0.0074947 -0.022207 -0.0185612 -0.0407646 0.00977069 0.0197752 0.0134662 -0.0328628
internal_weight=0 212.554 158.353 146.26 54.2011 11.6683 126.189 42.5328 104.154 76.4031 36.9608 27.7506 16.644 118.588 5.33656 11.1066 5.07241 4.12567 38.3798 37.7174 21.9838 15.7336 8.41325 113.252 18.1435 12.5745 16.858 12.5626 20.0709 18.2284 0.914708 13.5705 8.91561 8.10908 4.15301
internal_count=77983 61419 50183 43037 11236 3333 35003 7903 16564 13982 5608 2582 1416 33642 899 1166 422 369 6678 6599 4058 2541 2118 32743 5103 1869 4862 3616 8034 7486 144 1940 1328 1222 1225
shrinkage=0.1


Tree=61
num_leaves=36
num_cat=0
split_feature=3 1 5 12 4 4 5 12 0 4 12 3 3 4 14 4 1 4 4 5 14 14 5 5 7 3 0 14 4 1 5 0 1 5 4
split_gain=1.49228 0.681687 0.525174 0.50351 0.481216 0.489678 0.646568 0.412519 0.471345 0.404241 0.361898 0.327866 0.325171 0.32419 0.643389 0.410724 0.307816 0.301375 0.533591 0.336249 0.344082 0.316897 0.280608 0.47466 0.276781 0.276769 0.453724 0.272881 0.314157 0.429588 0.270231 0.358029 0.492877 0.347861 0.369722
threshold=-0.37341326510068024 8.4204610175220309e-05 -0.013979017426140364 -0.0015463406729276715 0.00058896868722513329 -5.6195771321654313e-05 -0.0089867278926726527 0.010035024905600723 0.00018083125905832278 -0.077010496519505964 0.0045803198501880053 -0.18946701369713989 0.0053809935925528416 0.045041732490062721 -0.051569011023341792 0.22409156337380412 0.00015092470857780429 -0.00051252497360110272 -0.0032288535257976032 0.095242338322856793 -0.033275686546067461 -1.0998141659665814 -0.20118449884827302 -0.26331158886134065 0.093424809104827075 -0.90597025502938766 0.014590337406843902 -0.78192958952051772 -0.00027450236666481937 0.0025493482826277618 0.14315410246549584 0.002927077817730606 0.0012185293599031868 -0.014397294082312604 -0.0044856853783130637
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 -1 13 5 11 -7 8 24 -5 -8 -3 -12 14 27 -15 -16 18 -11 -19 -21 -20 23 -13 -2 -22 -27 28 29 -4 31 -24 -33 34 -34
right_child=1 4 3 9 -6 6 10 -9 -10 17 12 22 -14 15 16 -17 -18 19 21 20 25 -23 30 -25 -26 26 -28 -29 -30 -31 -32 32 33 -35 -36
leaf_value=0.017938037571005813 -0.032685219528845982 0.014953416637905462 0.063365946847204299 -0.027075331429811129 -0.00065313813144125907 -0.047984207632982258 -0.019480674888854039 -0.014417537184527688 0.070917930237465163 0.01070216764623501 -0.023515531300313072 -0.0066885559565483593 0.031491663953403567 0.039905537279356529 -0.080682671720403096 -0.034923369604453684 -0.026362822158601962 -0.0024614435446049794 0.11314215640380661 0.0040864761717192936 0.073293305706481751 0.03978697132437603 -0.028524737336555819 -0.061663438117914318 0.037342967794027883 -0.063861947221140414 0.051610629192052462 0.01516293953257942 -0.071107620649874539 -0.042793076499420317 -0.017877238441255095 0.07158241040472782 -0.0030939169543181188 0.0052127000487598892 -0.031411927939326699
leaf_weight=41.369819696690683 0.95525115460623 6.4736434139485928 0.67238706490024946 2.8196647873264729 83.176583313219453 7.0348205794689447 19.760835607834455 1.8413713371555784 2.5431716922321357 11.562736527921517 1.6867458933265869 4.0126837309653638 2.9614989926631097 2.5461030575424952 1.2095273138838818 1.0303584474240777 7.5869496894229087 17.61746319898521 0.68130476865917433 4.4296254480323114 1.7989822578965688 4.3430937041412099 5.1324176196940234 2.5806057950394452 1.379430366650922 0.49135676951846008 1.106692290799401 6.4234875840265921 0.89872946980176482 0.88016837532632053 16.583202771873403 0.9233047156885722 15.38527429533133 28.132635798530831 6.5833651893226444
leaf_count=8961 144 1345 49 395 22246 3481 5306 204 245 1325 314 1881 903 446 110 188 1302 2028 34 585 229 472 832 914 187 88 140 918 112 111 5705 121 4860 9123 2679
internal_value=0 -0.00542046 0.00910184 0.00357143 -0.00647081 -0.0105978 -0.0212733 0.0259104 0.0411341 0.00957872 -0.0135751 -0.00668575 0.0115308 -0.0091091 -0.0146661 0.0183477 -0.0338319 0.0120377 0.0225252 0.00520075 0.022448 0.0497339 -0.00845152 -0.0282057 0.00869045 0.0463909 0.0161059 0.00433068 -0.0240548 0.00318271 -0.00666097 -0.0033488 -0.000816422 -0.00215064 -0.01158
internal_weight=0 207.147 107.468 66.0986 200.428 117.251 31.4439 6.71922 4.87785 44.8509 24.4091 85.8071 4.64824 21.2477 17.6712 3.57646 8.79648 42.0313 16.5871 25.4441 7.82666 5.0244 79.3335 6.59329 2.33468 3.39703 1.59805 8.87477 2.45128 1.55256 72.7402 56.157 51.0246 50.1013 21.9686
internal_count=77983 60490 17493 8532 59710 37464 10004 780 576 5296 6523 27460 1217 3236 2602 634 1412 4901 1831 3070 1042 506 26115 2795 331 457 228 1190 272 160 23320 17615 16783 16662 7539
shrinkage=0.1


Tree=62
num_leaves=36
num_cat=0
split_feature=2 9 8 1 9 6 7 1 9 6 9 7 7 2 1 1 8 10 7 7 8 6 6 14 9 14 7 6 2 14 14 14 2 14 7
split_gain=1.4174 0.522821 0.438848 0.437259 0.383599 0.540357 0.31576 0.371378 0.313849 0.555345 0.506295 0.475608 0.453905 0.415544 0.364034 0.328604 0.319717 0.309119 0.454163 0.304125 0.293441 0.289039 0.281936 0.342179 0.454781 0.421431 0.338673 0.320211 0.292582 0.298861 0.397559 0.280285 0.319171 0.317913 0.292771
threshold=0.00096191235934384178 -0.53020686173744347 -0.44867849735674309 0.10016019269824029 0.8561393482908527 -0.54384004990674006 -0.11582511992288295 3.0231519303924873e-05 0.41333418795060323 0.70875483121403804 -0.51857902193855698 -0.067085798119507253 0.41510120365200326 0.27176548540592199 0.31311403214931494 0.22375594824552539 -0.093387322627840316 0.68616721963547589 -0.20454486901171134 -0.48975022792248818 0.13027326722262786 -1.0024341152313216 0.38746265742031916 0.025854576219432969 -0.28722584863440498 -0.077746825962600144 0.007022583000377937 -1.0281458803831633 0.00061095540877431642 -0.22461533697479055 -0.15828720288929007 -0.51311950631711201 2.537378009037639e-06 -0.73743604265267659 -0.10313372709326367
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 -1 4 6 -6 17 -8 10 11 15 13 -11 -10 21 -5 -13 20 -19 -3 -2 -12 23 25 -25 26 28 -27 29 -21 -31 33 -33 34 -4
right_child=3 19 31 8 5 -7 7 -9 9 12 14 16 -14 -15 -16 -17 -18 18 -20 22 -22 -23 -24 24 -26 27 -28 -29 -30 30 -32 32 -34 -35 -36
leaf_value=-0.05121369605086401 0.0073580098227968216 -0.020261360166038436 0.030049605208228681 -0.012860833818047607 -0.075201573368001318 -0.0097401090995980107 0.040473513622512058 -0.0037164876244157961 -0.032235568761188951 -0.017693382826268748 -0.054093294905426872 0.059895848508118424 -0.11121223143844149 0.037643064547432076 -0.029680407812468824 0.019455827087477895 0.013902650897816638 -0.038726857527759104 0.026796798367807313 0.070572143504824644 0.032934764970635876 -0.0092708718287815538 0.0078899324698184295 0.1219895148804202 0.02920571650829204 0.053963329799073881 0.068206799191964096 -0.0062152496765255898 -0.051504613920417053 -0.066639354565573947 0.0280084242026679 0.041151599582953363 -0.010694253710905851 0.03712364105184815 -0.017582622293776797
leaf_weight=1.6424107996281261 29.842491322833666 2.2445421981537939 2.0517830862663686 6.2090125883696583 1.3446578957373301 20.264341159097967 1.9446402749890683 86.358744336001109 3.6290427685016793 3.9471353995031668 1.5225179308708927 1.874555853399215 0.59757228204398405 1.1116818030277498 19.134747051517479 6.3790535010048188 7.8015216911298904 3.0696853293338791 1.6140344084997185 1.1242401251074623 5.2792229269907684 26.128792586605414 20.308419680062798 0.54396981582977133 18.305901110998093 0.9781320861802677 1.8640325359883716 9.2076039524254139 0.5403739019675412 0.55055944979176263 2.2885104284869175 1.2983529386110575 13.893868390645364 3.992293553659696 3.4774318046402186
leaf_count=157 7598 439 165 1730 212 3492 173 22810 768 1018 475 338 96 419 10062 2162 2071 579 286 170 1476 10859 3273 82 2632 175 316 1523 120 106 343 69 1189 306 294
internal_value=0 0.0105182 -0.00115904 -0.00465626 -0.00148893 -0.0138136 0.000589953 -0.00274332 -0.0107098 0.00049085 -0.0142868 0.0100995 -0.0299899 -0.0158493 -0.0190767 0.00351576 0.022813 0.00798441 -0.0161471 0.0158285 0.0112025 -0.0117389 0.0172825 0.0226704 0.0318833 0.0121795 0.0323596 -0.000436324 0.0175227 0.0269342 0.00965409 0.00216746 -0.00626342 0.0156195 9.27618e-05
internal_weight=0 84.3124 26.3561 228.053 149.718 21.609 128.109 88.3034 78.3356 18.9615 59.3741 14.4168 4.54471 4.74072 46.7861 12.5881 9.67608 39.8054 4.68372 57.9563 35.1217 27.6513 55.7117 35.4033 18.8499 16.5535 6.36772 10.1857 4.50368 3.96331 2.83907 24.7137 15.1922 9.52151 5.52921
internal_count=77983 11359 2180 66624 36626 3704 32922 22983 29998 4710 25288 3596 1114 1187 21396 3892 2409 9939 865 9179 9074 11334 8740 5467 2714 2753 1055 1698 739 619 449 2023 1258 765 459
shrinkage=0.1


Tree=63
num_leaves=36
num_cat=0
split_feature=1 0 1 0 5 13 13 1 11 5 11 10 13 5 1 11 1 11 10 15 5 10 15 10 0 11 1 10 13 5 0 15 15 5 12
split_gain=1.04481 0.497611 0.358872 0.347872 0.313382 0.300604 0.288925 0.272138 0.267849 0.255581 0.24807 0.243251 0.240974 0.291238 0.24077 0.227404 0.217695 0.221514 0.265091 0.217611 0.213854 0.209635 0.209045 0.301813 0.289163 0.249477 0.238679 0.206809 0.201612 0.396828 0.316398 0.231239 0.517118 0.427915 0.337337
threshold=0.029344347305595878 0.039991267025470741 0.18594013154506686 0.000261415436398238 0.038628695437551805 0.002335367973580089 -0.0068279921144053426 0.042207781225442893 -0.0061405548631216769 -0.32480512054069938 0.0079800658114430861 0.011232844138363661 -0.009941021604443984 0.11031067230812451 0.7680644989013673 -0.0057202218899617486 2.1316938727977689e-05 -0.046410136250224783 0.3569653359292187 -0.77678828652925958 -0.0008776388212949417 -0.099260428326257463 0.0019087648653365182 0.6861634150630862 0.034988109022378928 -0.021497379939061336 0.045329775661230094 -0.4509362535116449 0.0075785701540772811 0.29063128197977223 0.04928902909159661 0.080471726588686968 -0.0058763773376551602 0.27155807488562922 0.0025549984342421845
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 10 -4 8 -5 -7 9 -3 19 -2 13 -10 -9 -14 -8 18 -18 -1 -21 -11 23 25 26 -13 -24 -15 31 30 -30 32 -19 -34 -33
right_child=1 5 4 6 -6 7 16 14 12 21 -12 22 15 27 -16 -17 17 28 -20 20 -22 -23 24 -25 -26 -27 -28 -29 29 -31 -32 34 33 -35 -36
leaf_value=-0.023075771374836032 -0.0082500729581110946 -0.06397801337090521 -0.011131265673324446 0.013505925096506785 -0.087399899704323034 0.026577174448972115 0.04762392895798627 -0.011827311444286032 0.031830880069058307 -0.022670682887982865 0.038270572162972125 0.030039985806705572 -0.053976085042246713 0.058539148831459477 -0.047319337581250259 -0.0056388324582359334 0.098530009333497232 0.00062086495084781145 0.0027559252558548887 0.022885714123245506 0.0055547146083750826 0.012894439163720928 0.053576894431512291 -0.0085997074628421082 -0.071280698638994028 -0.069133361173155536 -0.019491368223305022 -0.028050060395406612 -0.024814174421311345 0.038707873476164854 0.037624906086841318 -0.013744462175876319 0.032409345372402747 -0.022805997739059058 0.0068307913124253652
leaf_weight=1.7870707418769622 13.510692450305219 0.47760247746919304 0.87624586306264918 20.232726735262986 1.3987205810299199 1.7397240383506858 0.97405019635334511 31.356811416590062 3.6978636108469791 1.8060241610146501 3.6770560320292125 0.27752616377256378 0.99160845610458537 0.32612501911353353 2.0354179625210227 52.634436844618904 0.49988121713613398 56.878036650676222 0.68506421544589102 12.322800476162231 16.862818954585236 20.133118986057525 0.7979483356321001 1.7062772620411122 0.53065488345600886 2.9488187926472156 1.0166058221657293 1.7885749540364484 9.3975547909285488 1.325728072260971 0.8882701003749397 20.336910279613221 9.4559417935633956 1.6482347065684724 13.102152077051867
leaf_count=216 4032 226 415 3682 349 531 122 11960 1223 681 380 51 287 122 1032 19375 110 10663 101 1563 1520 5415 176 401 112 764 264 694 2115 266 218 4156 1954 368 2439
internal_value=0 -0.00689096 -0.0203158 0.00477243 -0.0580236 -0.00424432 0.00248477 -0.0119818 -0.000923419 0.00839129 0.0137135 -0.0161893 -0.00443638 0.0149035 -0.0139907 -0.00653265 0.000548972 0.000147516 0.0431592 0.0107981 0.0128722 0.00996673 -0.0309278 -0.0426139 -0.00634865 -0.0606026 0.0126403 -0.0146964 -0.000303384 -0.0127851 -0.019422 0.00112563 0.00447448 0.0242135 -0.00568263
internal_weight=0 140.051 23.0635 170.074 2.27497 116.987 135.425 35.132 81.8554 22.4167 34.6497 20.7885 59.4386 5.81256 33.3922 53.626 115.192 114.218 1.18495 30.9727 29.1856 21.9391 7.27783 4.93262 2.34521 3.22634 1.81455 2.1147 113.033 11.6116 10.2858 101.421 67.9822 11.1042 33.4391
internal_count=77983 48110 6564 29873 764 41546 26194 13523 28023 6322 3679 5800 21701 2039 12992 19662 22512 22390 211 3299 3083 6096 1768 1216 552 815 440 816 22179 2599 2333 19580 12985 2322 6595
shrinkage=0.1


Tree=64
num_leaves=36
num_cat=0
split_feature=3 4 1 9 9 10 11 9 8 4 11 9 3 8 8 9 3 9 8 8 4 4 4 4 3 3 8 3 8 8 10 4 3 4 4
split_gain=1.23429 0.384236 0.357641 0.349722 0.571665 0.642117 0.425471 0.411763 0.418457 0.3737 0.35858 0.310191 0.679374 0.415054 0.367156 0.437323 0.331864 0.38333 0.320145 0.35489 0.301786 0.297039 0.280279 0.631118 0.301991 0.271922 0.269673 0.267158 0.243266 0.242385 0.23313 0.231536 0.345108 0.258248 0.235026
threshold=-0.033002108335494988 0.0048528872430324563 0.024918765760958198 -0.42447059611136456 0.15336409599287484 0.0087594551377759827 -0.0058527975332339768 -0.42449237182921723 -0.02032241070485049 -0.00061212916625663627 0.012237487917949508 -0.42449237182921723 -0.88674592851168643 0.0074219287462421301 -0.17038030503080873 0.094943245476543633 -0.93574538506800298 -0.53355871336626615 -0.16370096272616533 -0.27523035554872327 -0.0077148079872131339 -0.062416874410700977 -0.0094451080949511362 0.0018459991551935675 -0.99181913787106157 -0.97792153772752488 -0.36785409179143908 -0.88674592851168643 -0.11983242637381897 0.58490313652813752 0.67966058293218279 0.025037091225385669 -0.0066307581728324285 0.045041732490062721 0.63078847527503978
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 26 7 9 6 -6 8 -2 -5 -7 16 13 -13 21 -16 22 18 19 -18 30 -14 -1 25 -25 28 -3 -21 -24 -22 -10 -28 33 -33 -35
right_child=1 2 -4 4 5 10 -8 -9 20 -11 -12 12 14 -15 15 -17 17 -19 -20 27 29 -23 23 24 -26 -27 31 -29 -30 -31 -32 32 -34 34 -36
leaf_value=-0.037700603263036259 -0.032714541663058809 0.073444610637261223 -0.0072088198880930808 -0.012898367246225487 0.056709993080473767 -0.0072669569097958998 0.0067524090076163563 0.035068655190899224 0.049259344197738156 -0.030746694297220663 -0.047337394909734098 0.01615805276555235 -0.027171880982540766 0.077495283877961424 0.0079461622040775167 -0.0095608184225688606 0.012232147798629467 -0.049989112258303166 0.017603268709290396 -0.0871357940798584 -0.0058235983868928304 0.016117108970647106 0.044908774142505048 -0.078028928845114962 -0.018732894386525305 -0.028214189871011874 0.031999844942199596 -0.015212141298402411 -0.0032489029794916698 0.075169901571016343 -0.023605476099177507 0.036578237416723905 0.015211906299904272 -0.038201998623296249 0.039687537690689959
leaf_weight=3.7452133063343345 4.2545346907572883 0.68556584126781928 22.295362808086793 27.903570766287885 2.3276895077797235 16.963464237422162 6.370372773355486 2.9627028550021342 2.0526964782766348 20.239713084996765 2.5718332225005716 44.974264753993339 1.7088305643992523 1.1309477252652858 25.585458694960835 32.25852839606523 6.0846125721000135 1.2281118463724876 13.769177858688634 0.5715329386293887 12.928267075680187 21.892538220075949 2.9532700467389073 1.0821185636450525 4.1637731072842152 1.0687340057920645 3.5646874633966972 5.3581754282349738 1.6267148901242765 0.38036294886842448 0.55858672934118647 0.70495137033867905 8.3982992277597024 3.3861440879409206 0.43744405658799212
leaf_count=371 937 61 7702 11892 553 4564 1870 497 630 9919 747 7507 375 173 5783 8119 654 298 1829 54 3939 4536 188 105 410 114 851 636 109 151 124 135 1461 583 40
internal_value=0 -0.00720235 0.00114614 -0.0105138 -0.0137766 -0.00247927 0.0201216 0.000256922 -0.00485533 -0.0204019 -0.0125423 0.00551592 0.00796265 0.0176626 0.0024716 -0.00181716 -0.00197678 0.00459461 0.00719453 -0.00473455 0.00258994 0.0129828 -0.0141015 -0.00598891 -0.0309644 0.0172055 0.0119906 -0.0221445 0.0278042 -0.00350879 0.0336726 0.00943594 0.00321375 -0.0190372 -0.0292909
internal_weight=0 138.986 39.4725 99.5138 76.3766 28.2334 8.69806 23.1372 20.1744 48.1433 19.5353 169.202 127.551 46.1052 81.4454 57.844 41.6514 27.0116 25.7835 12.0143 15.9199 23.6014 14.6398 10.8946 5.24589 5.64872 17.1771 5.92971 4.57998 13.3086 2.61128 16.4915 12.9268 4.52854 3.82359
internal_count=77917 46656 10833 35823 29545 7734 2423 6278 5781 21811 5311 31261 26493 7680 18813 13902 4768 3471 3173 1344 4844 4911 1297 926 515 411 3131 690 297 4090 754 3070 2219 758 623
shrinkage=0.1


Tree=65
num_leaves=36
num_cat=0
split_feature=3 2 2 4 9 9 8 6 9 4 4 12 7 7 6 6 4 7 4 6 4 8 7 9 6 3 2 6 12 9 2 9 12 8 3
split_gain=1.13056 0.477132 0.425231 0.351165 0.365335 0.52956 0.383931 0.426938 0.348553 0.33787 0.663132 0.424067 0.378156 0.394071 0.337183 0.360333 0.337112 0.322664 0.313212 0.305726 0.37859 0.340016 0.27246 0.270643 0.282247 0.267923 0.254988 0.566333 0.244534 0.244467 0.540548 0.463838 0.489489 0.396263 0.427874
threshold=0.018155744299292568 0.00018100175657309594 0.031993888318538673 0.13114019855856898 -0.51857902193855698 0.15336409599287484 0.046696869672073871 0.57386992279821347 -0.2724446550875726 -0.025065330031793561 -0.028451100923120972 -0.0076940072411869499 0.14360106821715965 -0.11318417176791727 1.1031591674555978 1.3268829906179054 1.0000000180025095e-35 0.44158879467600792 0.19170121103525165 0.17768127218621957 -0.0085603562183678133 -0.058129788748554713 -0.0052111862692545445 -0.18391792834634166 0.1032744364258897 0.02530606929212809 6.8948993430240088e-06 0.326467982559764 0.0040061283801557665 0.85727500469386919 0.0098226573318243044 0.8561393482908527 -0.0049742616060569301 -0.091596213317543404 -0.93574538506800298
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 25 4 16 -6 7 -7 9 10 12 -11 13 -1 19 -16 -4 -9 22 21 -21 -13 -5 -20 -25 -2 -22 -28 -18 31 -31 -3 -33 -34 -35
right_child=2 29 3 18 5 6 -8 17 -10 11 -12 14 -14 -15 15 -17 28 -19 23 20 26 -23 -24 24 -26 -27 27 -29 -30 30 -32 32 33 34 -36
leaf_value=0.030055182909599035 -0.026909926397287051 0.0027185384151676563 0.025463147936667416 -0.0094403593974550937 -0.019319178142892503 0.023435986537942537 -0.014092370948070388 -0.0034560476767607701 0.020118323499102149 -0.041111014956518636 -0.11009489377276648 0.024038108131940794 0.055936280572686764 -0.041891960365328551 0.097726667833628184 0.01506444595822889 -0.013642212997708745 -0.083373832951854868 -0.065080431898822511 0.060413598666359619 0.016838548575312053 -0.022171047154587814 0.083314111390098769 0.029441129399147614 -0.069270352985280198 -0.10455581720134931 -0.1130490375222488 -0.014196970732307475 0.030062569009989444 -0.069242450522310164 0.047846834421031145 -0.055121595792779976 0.0065278166819115087 0.065560815830342498 -0.025980492279672963
leaf_weight=1.1127766004065054 1.1581232777316461 137.56871563792083 4.9690199091855893 0.45031476621807098 45.737096233023294 8.6019057648336474 10.92763545683192 2.459019521142181 26.359656052438368 1.5543887385865733 0.69456392107531684 11.005717404303148 0.82802836666814972 2.4101321948692203 0.92318301368504707 1.2298577272886175 8.0135019801382423 0.63583033578470338 0.5287515358795648 0.67264534533023823 1.4187546826433379 1.861732632562046 1.067226274826679 1.9055843048117824 0.3415879324893466 0.72110434583009908 0.71459012251580167 3.0671407490735874 1.5236152073484834 0.46779165335465167 2.5088120245782193 2.4253851667745066 10.079866906628016 0.53833782626316207 9.9100284329615462
leaf_count=136 361 33116 1668 137 21666 2138 3847 568 3540 229 60 959 66 232 61 152 2495 97 95 58 100 171 195 330 112 163 64 324 529 86 419 426 1439 75 1803
internal_value=0 0.00373832 -0.00964029 -0.00862556 -0.0100704 -0.013129 -0.000614923 0.0119763 0.0119021 0.00402464 -0.0193582 0.00928025 -0.00487334 -0.0191661 0.0130291 0.0505084 0.00434359 -0.019875 0.0192602 0.00872326 -0.0101822 0.0173523 0.0557902 -0.000709946 0.0144362 -0.0567045 -0.0193132 -0.0328759 -0.0066601 0.00104935 0.0294455 0.000522798 -0.012637 -0.00761751 -0.021264
internal_weight=0 217.352 89.0403 87.1611 82.8676 68.3615 22.6244 11.6968 53.8532 27.4935 5.0455 22.448 4.35094 3.52291 20.8936 2.15304 14.5061 3.09485 4.29346 18.7406 5.87313 12.8675 1.51754 2.77592 2.24717 1.87923 5.20049 3.78173 9.53712 163.499 2.9766 160.522 22.9536 20.5282 10.4484
internal_count=77917 43516 34401 33877 33008 28316 6650 2803 6152 2612 494 2118 434 368 1889 213 4692 665 869 1676 546 1130 332 537 442 524 488 388 3024 37364 505 36859 3743 3317 1878
shrinkage=0.1


Tree=66
num_leaves=36
num_cat=0
split_feature=2 2 9 9 13 14 15 12 12 9 2 9 7 13 13 2 14 14 15 13 9 9 2 2 2 2 14 15 2 2 14 15 9 11 7
split_gain=0.920347 0.438459 0.56472 0.359365 0.273265 0.258677 0.252178 0.250429 0.24678 0.243626 0.240876 0.225018 0.241126 0.22136 0.214638 0.210017 0.226021 0.208547 0.290901 0.198281 0.230654 0.221326 0.221978 0.428405 0.309641 0.272853 0.281863 0.216213 0.293748 0.26194 0.215758 0.243265 0.206763 0.206067 0.25978
threshold=0.00020317587768658998 0.79539966583251964 -0.046768515621917681 0.24443396397084113 -0.011472388936234717 -0.23096659070936082 -1.0080331991328919 -0.018611425550014809 0.0078844668100990604 -0.45829564158845798 0.94698974490165722 -0.53758501492835686 0.013109272099591507 0.00013513790057250561 0.00041102272010753435 0.99729788303375255 -0.26154553424889448 0.12090841822623531 0.18013789120464355 0.0099613281747585065 0.41333418795060323 -0.41108930598307614 0.13160724937915805 0.053216779604554183 0.054277233779430396 0.026034083217382434 -0.20590428292200241 0.11410528607203645 0.072984021157026305 0.079175561666488661 -0.11398492556601557 0.041990753227050544 -0.22495342561877998 -0.011669622083474654 0.61052220480538655
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 8 6 5 -2 13 -8 9 10 -3 12 -6 -1 -5 -12 -17 18 -7 33 21 -21 23 25 -25 32 -27 28 -26 -30 -28 -32 -23 34 -13
right_child=1 2 -4 14 11 17 7 -9 -10 -11 15 19 -14 -15 -16 16 -18 -19 -20 20 -22 22 -24 24 27 26 30 -29 29 -31 31 -33 -34 -35 -36
leaf_value=-0.052683823997659654 0.046819915719624045 -0.017444256820147164 -0.035280088491408859 0.020095825656565178 -0.058248934127269641 -0.0064741509201019509 0.062101441063061473 0.0098599532415172119 0.031589817749176442 -0.023069681122192633 0.041338453186543965 0.004074041921994293 0.00010519826429668746 0.0066983755815283076 0.066473570782653743 -0.095139361842439707 0.033730577950236797 0.028599429088164204 0.054981064183649543 -0.036020232487754947 -0.042270227722415732 -0.01714259836132967 -0.030959772335133924 0.15185184282616571 0.05822194911190124 0.066793911260205063 -0.11354415901238116 0.096558031249883727 -0.11280702261030867 0.0064685214202551359 -0.053322660398267663 0.033673517152241615 0.032896709091430498 -0.0026249457330810629 0.046926370913302373
leaf_weight=1.1992031198460602 1.8471602971403616 2.1155829365015952 9.1182740181147874 2.306727064846199 1.4799941747332916 8.4517826716328237 0.93563782284036179 47.597307932224794 1.8249713433397108 5.3424676374033906 2.1878186257963539 32.577518460158899 1.3577189124189315 1.3173431114410048 1.7587398032483177 0.26132115928339772 0.28400659968610842 3.2363320612421367 0.8474751174690035 2.2748786501761051 2.2945641472033449 1.5805303117958804 2.0547036264324552 0.2246719081886116 0.87523139088443747 0.24199734562716946 0.39741774499270888 0.39335179635963857 0.23639020636619512 0.83265094606758794 1.3008125547348748 0.42691207156167377 1.7291513887248591 161.44887140775245 1.478897746594156
leaf_count=135 469 634 6186 279 375 2385 120 5569 843 2865 922 6718 444 122 236 74 126 702 270 476 516 510 1004 28 255 58 102 95 70 294 341 104 514 43927 149
internal_value=0 -0.00273713 -0.0165151 0.0115454 -0.00145767 0.0118835 0.00926664 0.0108671 -0.00227564 -0.00834004 0.0078895 -0.00235766 -0.0303291 -0.0215989 0.0401591 0.027499 -0.0280239 0.00673556 -0.000873513 -0.00198035 -0.0131149 -0.00779222 -0.00155399 0.00577934 0.0397204 -0.00954032 -0.0354638 0.0289433 0.0152639 -0.0199061 -0.0471082 -0.0318263 0.00900056 -0.00113385 0.0059349
internal_weight=0 248.723 21.1344 55.115 227.589 14.3828 51.0495 48.5329 12.0162 10.1912 4.84873 213.206 2.83771 2.51655 4.06547 2.73315 0.545328 12.5356 9.29926 210.369 14.8633 12.5687 10.2938 8.23912 2.5623 5.67682 2.36714 2.33762 1.94427 1.06904 2.12514 1.72772 3.30968 195.505 34.0564
internal_count=77917 71456 11650 6461 59806 3826 5946 5689 5464 4621 1756 55980 819 257 515 1122 200 3357 2655 55161 4367 3851 3375 2371 742 1629 605 714 619 364 547 445 1024 50794 6867
shrinkage=0.1


Tree=67
num_leaves=36
num_cat=0
split_feature=3 5 5 5 5 1 4 6 5 5 13 5 3 6 5 3 6 3 13 8 13 4 13 6 6 8 4 6 5 5 8 8 13 5 8
split_gain=1.04043 0.370127 0.568674 1.95372 0.590084 0.406111 0.399105 0.459742 0.457751 0.439825 0.490287 0.403598 0.389187 0.371471 0.340404 0.426936 0.417268 0.391468 0.370462 0.328637 0.325843 0.313012 0.30169 0.291673 0.287671 0.285544 0.342103 0.289332 0.284232 0.33646 0.26945 0.268292 0.267893 0.266867 0.262578
threshold=-0.033002108335494988 -0.0089867278926726527 -0.063918118103168664 -0.063924000229542463 -0.10796372097310283 0.0062258129473775634 0.11541456822305919 -0.32122619165930771 -0.00053361786954423524 0.29063128197977223 0.0059457255341163759 -0.0008776388212949417 0.96064873466457368 0.11613292921772313 -0.01423446635073816 -0.95999924423813343 0.42957321197640747 -0.96743686011177477 -0.011065959351664311 0.24469056674620568 0.0068509848102293767 -0.30140153504908079 -0.0056712568227130509 -1.5093364739538693 -1.0000000180025095e-35 0.030657400145452051 0.045041732490062721 -0.74593728726179875 -0.050768133690224308 -0.045054377050815948 -0.11489780274906716 -0.041718119339600464 0.00045950451763870107 0.29191544671220454 -0.070997489174909584
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=14 2 3 4 13 -5 8 9 11 10 32 12 -3 -2 15 16 31 18 -18 22 24 -16 -17 -23 28 33 27 -27 -4 -30 -15 -1 -8 -10 -32
right_child=1 6 20 5 -6 -7 7 -9 25 -11 -12 -13 -14 30 21 19 17 -19 -20 -21 -22 23 -24 -25 -26 26 -28 -29 29 -31 34 -33 -34 -35 -36
leaf_value=0.027566802080692888 0.0030649302067892836 -0.010081753221579677 -0.086093722076526311 0.029061146532168208 -0.032694088016007018 0.14323440703734738 0.0066873522029886603 -0.011585169317016811 0.0030474711541428057 0.090063395107774211 -0.060494622226950859 0.03637504076914324 0.051792421177372594 -0.11760082736305244 -0.08063136714247604 0.019095847220456777 0.051581059432973198 0.055075922640798983 -0.02492053105617905 0.091695769832252444 -0.061659950865443694 -0.068772659514147891 -2.3175997096705746e-05 0.0023668513521808068 -0.0080315092495080852 -0.037381595973354227 -0.063346339504583779 -0.0084418501038523216 0.045703093005346633 -0.033755241029219493 0.057501554424663807 0.068951928560520653 0.082316561710617644 -0.032719310485172966 -0.02625482347248689
leaf_weight=11.386406081594032 21.68392519418558 6.7055434909707401 0.94361206828034561 0.45129090180853282 8.8338413388846657 1.0060551990172824 0.95264586060511713 2.4706200757427714 24.00109534998774 1.334808319195872 0.59244287779438298 4.671107097892671 1.1982295719717511 0.29949483853124537 0.46094827988417719 10.986303104800752 0.76025627293711284 1.0717123086360505 3.7816512819044874 0.43887755443574761 2.3492798427469088 0.57964427882688951 33.177768921737879 100.93435464733921 7.9262437486395365 3.9232574605666697 1.3454076191774209 28.924244058367552 0.5739427328153387 7.4541164587935809 0.40315558818110719 1.8163414885821119 0.92132846133608837 2.2846742680703747 5.2299366376573735
leaf_count=1838 5989 2161 318 125 2593 360 167 508 5700 183 64 1108 523 79 70 2603 150 154 763 78 1284 122 9650 15579 5256 1398 406 10237 157 4308 106 254 138 753 2735
internal_value=0 -0.00663072 -0.0127658 -0.00565816 -0.0101976 0.107879 -0.00221033 0.0219977 -0.00428865 0.0438251 0.0188012 0.0130711 -0.00070149 -0.00300147 0.00516499 0.0109177 0.0235501 0.000712485 -0.0121152 0.00558858 -0.0267644 0.00158731 0.00473289 0.00196065 -0.021913 -0.00789813 -0.0139227 -0.0118984 -0.0341769 -0.0280746 -0.0251745 0.0332603 0.04387 -6.12621e-05 -0.0202604
internal_weight=0 136.48 57.1549 37.9077 36.4504 1.45735 79.3254 6.27185 73.0536 3.80123 2.46642 12.5749 7.90377 27.6165 165.394 63.4193 18.8164 5.61362 4.54191 44.6029 19.2472 101.975 44.1641 101.514 16.8979 60.4787 34.1929 32.8475 8.97167 8.02806 5.93259 13.2027 1.87397 26.2858 5.63309
internal_count=77917 46656 23310 11987 11502 485 23346 1060 22286 552 369 3792 2684 8909 31261 15490 3159 1067 913 12331 11323 15771 12253 15701 10039 18494 12041 11635 4783 4465 2920 2092 305 6453 2841
shrinkage=0.1


Tree=68
num_leaves=36
num_cat=0
split_feature=1 0 0 0 7 4 7 12 4 13 1 10 1 7 7 13 13 0 1 1 0 4 4 13 11 10 0 0 10 13 7 7 0 11 10
split_gain=0.837591 0.461559 0.295204 0.32595 0.330368 0.241962 0.334026 0.321503 0.26469 0.241133 0.221296 0.199345 0.353124 0.204046 0.198911 0.190039 0.186172 0.187913 0.444551 0.311986 0.217267 0.173669 0.176198 0.170398 0.247642 0.169115 0.151055 0.150284 0.144125 0.144079 0.139821 0.23569 0.143369 0.139796 0.138563
threshold=0.056758325546979911 0.039200542494654662 0.04592444375157357 0.00030817792867310351 -0.40198979953513675 0.037073299288749702 -0.11054997465433211 -0.00088742240654741966 0.066051623784005656 -0.0014404520640331428 0.59910091757774364 -0.068732782215592356 5.2953999329474761e-05 -0.033000610521032064 0.55549673835643809 0.014634795874286339 0.010304798666720712 0.45241488516330725 0.43429210782051092 0.58483570814132702 0.36430288851261144 0.00014898121298756453 -2.6408088160678741e-05 0.0073973319185789161 0.0079800658114430861 0.015159657657262139 0.10951316729187967 0.010051307268440725 0.009457718476232618 0.0047945752485148959 0.18181426339293177 -0.0069567568756277306 0.028606249019503597 -0.0040591058338111602 0.12839665193774666
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 -1 7 34 27 -8 -9 16 12 13 -6 21 -5 17 18 -3 -19 -20 22 26 24 25 -13 -12 -2 -22 -23 31 -10 -33 -11 -7
right_child=1 10 -4 15 11 6 8 9 30 33 14 23 -14 -15 -16 -17 -18 19 20 -21 28 29 -24 -25 -26 -27 -28 -29 -30 -31 -32 32 -34 -35 -36
leaf_value=-0.039052557011252528 0.0060496449296801747 -0.0018388796855373229 0.014387656745027448 0.00087363666714475308 -0.051394649761456537 0.088352688098917359 0.043342155703271421 -0.059528097310579668 -0.094750314352234508 0.052647945356298069 -0.081355013418953709 0.014610477834435823 0.014686079225334953 -0.0046087791771033948 0.028996160155434738 -0.022366491793161424 -0.02024254511873113 0.0099850943148631563 -0.019323269581886501 0.11474047482275823 -0.086184810813009244 0.017278010375493671 -0.045354198030973271 -0.024295756185655281 0.053229336600802014 0.059867366100812495 -0.011992582282819558 -0.077898259494412106 0.0062022754553153168 -0.051962033984690306 -0.11468169455871534 -0.032284607561693685 0.06237199014314504 -0.013545138974104025 -0.0051373738643533907
leaf_weight=1.2747850922169153 0.23611052112755748 70.141721703186704 23.758518646667653 132.48373797992099 1.4845206985628467 0.43147800417500581 0.39779611492122047 0.92946524719445767 0.40103468691086153 0.43784197184140805 0.3353303391559147 19.375190499355096 7.6429864300444024 2.50539929550723 0.82688672315271183 3.6145711580102207 6.1939705524964657 5.0061637477556351 2.1229225036277053 0.30142171682382457 1.0700447191411511 1.6427184014064562 3.5030328298853384 0.90906029078178008 2.0235458918032228 0.86243506532627989 4.9287569474927295 2.2027246528668911 0.2004941717677865 0.36782067437889043 0.26425293482316181 0.44887848629878124 0.24864712469570804 1.1760702292085612 0.25061088366783224
leaf_count=191 81 23806 6320 27493 115 138 115 374 110 140 151 2412 568 181 444 1021 2805 2174 1113 183 361 872 1643 137 275 113 2764 752 73 175 77 123 73 505 63
internal_value=0 -0.00716265 0.00393847 0.00249659 0.0109473 -0.0311894 -0.00540807 -0.0438295 -0.0284249 -0.0189543 -0.00531669 0.0127787 0.00209769 -0.0220163 -0.0182704 0.000256413 -0.00354895 -0.00223749 -0.00354908 0.0159342 -0.0388983 -0.0218968 -0.0279757 0.0181413 0.0198743 0.0165391 -0.0164111 -0.069771 -0.0716059 0.0046108 -0.0493732 -0.0336635 0.00145765 0.00441254 0.0540029
internal_weight=0 104.066 195.935 172.176 36.0779 7.42491 2.4427 4.98221 1.76061 2.54338 96.6413 34.8031 11.6329 3.98992 11.6045 136.098 85.0367 78.8428 73.5352 5.30759 3.39346 10.7777 8.76712 23.1702 22.2612 20.2376 5.26409 2.43884 1.27054 2.01054 1.36281 1.09856 0.697526 1.61391 0.682089
internal_count=77941 39115 38826 32506 3992 2551 699 1852 498 1019 36564 3801 864 296 6049 28514 30515 27710 25353 2357 1547 5605 4558 2937 2800 2525 2915 833 434 1047 383 306 196 645 201
shrinkage=0.1


Tree=69
num_leaves=36
num_cat=0
split_feature=1 12 9 11 9 8 5 1 8 9 13 9 9 8 8 12 5 5 14 8 5 8 13 8 5 5 8 1 5 1 1 12 12 8 12
split_gain=0.681183 0.248427 0.246299 0.519357 0.344174 0.328681 0.300761 0.281291 0.27199 0.288107 0.264759 0.246078 0.294302 0.287168 0.27482 0.258567 0.240638 0.265548 0.234402 0.222959 0.215024 0.350454 0.376788 0.232547 0.294547 0.220788 0.212831 0.207788 0.229934 0.30473 0.20555 0.203865 0.200537 0.240404 0.39614
threshold=0.014741760212928058 -0.0057917148657495648 0.60334847662583169 -0.00033512599809720371 -0.079157142273485234 0.027649719450122855 0.099378589211999158 0.7443068027496339 0.11531231556782111 0.55994415032851041 0.0022743478375214115 -0.42449237182921723 0.8561393482908527 -0.38352198649646502 -0.48230992728389949 -0.0041773412897653838 -0.19432227544233691 -0.35931831847532375 0.039602685270030372 -0.18444889328218794 -0.00081780026348783608 -0.32852137395751507 0.0092884278056497502 0.046696869672073871 -0.0008776388212949417 0.11809626166292082 -0.30886039864185472 0.10016019269824029 0.11809626166292082 0.11522382870316507 0.18001069873571399 0.011503444160637406 -0.0045668001954240608 -0.16370096272616533 -0.0023333462468972219
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 16 4 5 20 7 -5 -4 9 30 -10 13 14 18 31 19 17 -2 -1 -14 23 -22 -23 -3 -25 -24 -15 -18 29 -29 -6 -13 -28 34 -34
right_child=1 2 3 6 8 -7 -8 -9 10 -11 -12 12 15 26 -16 -17 27 -19 -20 -21 21 22 25 24 -26 -27 32 28 -30 -31 -32 -33 33 -35 -36
leaf_value=-0.016903483381908998 0.033358461940277966 0.00015895960963043415 0.044997902470833753 -0.017038814624303338 -0.0017333791654360324 0.00292223856704726 0.033870524901943103 -0.039485492786751834 -0.010307544203099941 -0.099769854422721599 -0.043417440311354555 0.048903122434308659 -0.098274127471359343 0.026836923296318694 0.0089758574535159074 0.001133517933695441 0.00037289239204143154 -0.043739414169429093 -0.08349222465921656 -0.019618772970717888 0.060674735059885909 -0.012792382605404906 0.1119531434368015 0.012362164704862171 0.068335531022041526 0.019076745705319968 -0.025097042276783516 -0.061279345611095173 -0.043374626782075792 -0.0067061468058736686 -0.018782772264000182 -0.010497447881984145 0.043853768579256554 0.009515624983243251 -0.019567058409445032
leaf_weight=2.5172870259266342 0.50863337835835398 24.439338141797634 5.4657237730425567 7.7076940536389866 29.400760544594959 4.4605724537505012 1.366130512091331 0.42473135116597394 5.333559020804385 0.32928305144741798 4.4136655083639198 2.9078080737526757 0.43053599214181337 2.8210261617787209 81.630649830822222 17.438753248599824 13.625833507201607 3.6714336611184981 0.66916722431778897 2.2118229657935471 0.74732272591063775 20.153860403112052 0.3132237199897635 10.938647083628892 1.0285361142596219 1.3999274627713019 3.3048453936353352 1.1137352344667331 2.6397783654256264 12.585343984181234 9.3106795147104986 0.72104976067930682 1.1275294627994297 13.835836016951356 7.7849777761148342
leaf_count=242 425 5691 1028 1818 10514 1107 301 88 3369 96 2628 427 52 237 15974 2621 3949 1319 70 360 169 6627 83 3878 283 617 448 257 1164 4414 5345 128 98 1417 697
internal_value=0 -0.00430751 -0.00227498 0.00809025 -0.00414257 0.0233996 -0.00937404 0.0389062 -0.0103571 -0.0066263 -0.0253001 0.00527301 0.0076077 -0.002398 0.0101729 -0.00328352 -0.0118813 -0.0343581 -0.0308874 -0.0324346 0.000994496 -0.00666391 -0.00896526 0.0057516 0.0171729 0.0360578 0.000745986 -0.00874585 -0.0163504 -0.0111429 -0.00583401 0.0371003 -0.00207913 0.00126488 -0.0115436
internal_weight=0 161.378 127.234 19.4249 107.809 10.351 9.07382 5.89046 48.7879 39.0407 9.74722 137.401 105.341 32.0607 85.2595 20.0811 34.1448 4.18007 3.18645 2.64236 59.0209 22.6143 21.867 36.4065 11.9672 1.71315 28.8742 29.9647 16.3389 13.6991 38.7114 3.62886 26.0532 22.7483 8.91251
internal_count=77941 55170 43642 4342 39300 2223 2119 1116 21952 15955 5997 22771 19562 3209 16529 3033 11528 1744 312 412 17348 7496 7327 9852 4161 700 2897 9784 5835 4671 15859 555 2660 2212 795
shrinkage=0.1


Tree=70
num_leaves=36
num_cat=0
split_feature=2 4 4 9 0 13 4 12 4 0 10 12 12 10 10 5 10 10 2 0 5 0 9 10 9 12 5 2 2 2 0 5 5 12 0
split_gain=0.83365 0.531069 0.554089 0.388872 0.420458 0.355212 0.25194 0.319714 0.250889 0.247877 0.246987 0.24474 0.228097 0.224141 0.215058 0.40586 0.209655 0.436538 0.273826 0.299112 0.579734 0.249411 0.283601 0.374881 0.372569 0.239394 0.209771 0.205621 0.205495 0.361931 0.2046 0.198352 0.193063 0.191266 0.315998
threshold=0.0023940367391332988 0.0005164756439626218 -5.5572372730239286e-06 -0.30471413342285419 0.039200542494654662 -0.0071773476445871698 0.0039472877979278573 -0.0041773412897653838 3.2024865504354245e-05 0.00011708668898791076 0.81842229659461418 0.0046785811499066255 -0.010846179363160974 -0.45095191509853044 -0.075596502044015287 0.09478381515654298 0.68616721963547589 0.6861634150630862 0.15972451865673068 0.028606249019503597 0.020079556299137154 0.015988398343324665 0.79424222342008777 0.0026475255845824952 -0.53355871336626615 0.0034744707928950325 0.10219339875726456 0.29991243779659277 0.011395008768886329 0.040806828066706664 0.063556298613548293 0.27565177859716955 0.090244526837198122 -0.0003427192378727031 0.00014804271631874147
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 9 -4 33 -8 14 -5 -6 31 -2 -3 -7 -16 17 21 19 28 -21 -14 24 -24 25 -23 32 -20 -18 -30 -29 -10 -25 -1 -35
right_child=1 13 5 4 10 8 7 -9 11 -11 -12 -13 16 -15 15 -17 18 -19 27 20 -22 22 23 26 -26 -27 -28 30 29 -31 -32 -33 -34 34 -36
leaf_value=0.015559184714809391 -0.019588527912139095 -0.051484809270072207 0.01683694258403233 0.019863609831465533 0.02839807190576903 -0.016779247776567828 -0.068126542928408737 -0.0089084863101317868 -0.019492364321324996 0.0053159403601409517 0.087877808150016778 0.013209370402795765 -0.014715371439948272 0.0028482852021193216 -0.066109237504705473 -0.015679834119060761 0.021346914804285713 0.030822978581879462 -0.088924174801888814 -0.031922024970963907 0.038316541387138081 0.032872791356511222 0.073407348854332588 0.066795895708977079 -0.0071034820505179079 -0.010993319597561384 0.069294410144578086 -0.07211346233453339 -0.099685657292183302 0.018846239496462174 0.037200027692583786 -0.0901080421292485 0.00197748348149313 -0.036730301405520381 0.004224597526710192
leaf_weight=8.7574593849276461 8.9389273245797067 0.76594427999225345 2.1770007970335454 16.153429456120648 6.5059486148129499 3.5469651960884221 1.0325318901159333 7.7909031021845276 8.1848074688496091 42.602945479793561 0.78205005341442291 2.3967054955282938 14.353985962137811 87.066555677999531 4.2452324806399719 2.5572609763330547 0.34989775335998174 4.0452478120569131 0.85264920047484316 2.3212567564914934 2.3799008892019629 4.1725316871306779 0.97988506787078122 0.48384958640963027 38.499285507903558 1.7726332187012301 0.53990835684817362 0.32987816026434302 0.88904366255155742 0.36270002252422273 0.35600082030578051 0.4180897168771488 9.1373857629077957 2.3537471661111349 9.4392219240544346
leaf_count=828 2993 324 586 1893 1673 1129 158 734 2888 8351 68 781 3389 24222 1462 809 77 634 178 506 606 1075 228 135 17906 405 118 115 194 88 172 159 2043 166 848
internal_value=0 -0.0034727 -0.00796624 0.00786805 0.0121255 -0.0216425 -0.00170444 -0.0158383 -0.0255663 0.00931542 0.0347806 -0.015051 -0.00442138 0.00237447 -0.0367422 -0.0471513 -0.00276447 -0.00111657 -0.0183128 -0.00908006 0.00363535 -0.00296393 7.06711e-05 0.0143372 -0.00350557 0.0197935 0.00864084 -0.0561358 -0.0464025 -0.0653403 -0.015375 -0.0229242 0.00523719 0.004364 -0.00394955
internal_weight=0 202.124 114.291 95.4182 66.0444 23.5261 29.3739 8.82343 21.3491 58.7564 7.288 10.9996 90.765 87.8325 10.3495 6.80249 81.826 73.9847 7.84133 6.3028 4.70116 69.9395 55.5855 11.141 44.4445 5.94516 10.1611 1.53853 1.60164 1.25174 0.685879 8.6029 9.62124 20.5504 11.793
internal_count=77941 63222 38676 14719 11985 7814 2734 892 7228 10244 1741 3828 30862 24546 3400 2271 27869 25933 1936 1471 1112 25299 21910 2524 19386 1480 2296 465 359 282 287 3047 2178 1842 1014
shrinkage=0.1


Tree=71
num_leaves=36
num_cat=0
split_feature=3 3 5 5 7 0 3 11 1 15 15 7 3 1 0 3 0 0 0 15 1 5 3 0 14 14 14 7 7 15 3 15 15 11 3
split_gain=0.978908 0.420657 0.514567 0.327752 0.321729 0.389521 0.295991 0.315596 0.272577 0.26114 0.35551 0.249179 0.209947 0.192621 0.1873 0.263566 0.182151 0.179438 0.273221 0.433955 0.362443 0.329926 0.228659 0.202697 0.4089 0.190206 0.277026 0.228256 0.617 0.179325 0.388262 0.202566 0.440371 0.210753 0.177046
threshold=-0.37341326510068024 0.20444990042597058 -0.011973977135523341 -0.013979017426140364 0.090898693445184434 0.014590337406843902 -0.98892862156208128 0.01511993170671895 0.023403184488415722 -0.77678828652925958 -0.64121253767074304 -0.22722245597691479 0.98260388887138117 4.0699189412407584e-05 0.068993456661701216 0.98516813824880967 0.22649514675140384 0.40896385908126837 0.31346338987350469 -0.11159828853961902 0.30536261200904852 0.074451597186217994 0.16728581664210654 0.45241488516330725 0.051863044642852262 -0.51311950631711201 -0.23096659070936082 -0.24685674577931935 -0.14871031487929962 -0.081300674028768338 -0.98746055424544454 -0.051136231445077583 -0.04891777090285853 -0.013318298316643067 0.0089343044965062308
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 13 12 6 -4 -6 11 9 -7 -8 -11 -1 -3 -2 -10 -16 -5 18 20 34 -15 25 -21 24 -19 -22 -27 -28 -29 30 -12 33 -33 -31 -20
right_child=1 2 4 16 5 8 7 -9 14 10 29 -13 -14 17 15 -17 -18 23 19 22 21 -23 -24 -25 -26 26 27 28 -30 31 -32 32 -34 -35 -36
leaf_value=0.070814886597215312 0.020503554530037812 -0.022919715638154245 -0.014159366601258525 0.003016564024264218 -0.067569250810114598 0.079874995961572978 -0.034713583754104736 0.066027057210076123 -0.021438004567021426 0.079487841948416793 -0.13114966116779556 0.024194089951423997 -0.055378773991191454 -0.0010735153864237102 0.024371511991138715 -0.018889702676735894 0.042538883905752084 0.0031962577435362717 0.0077524063530907752 0.0095076079601188537 0.092535444607381279 -0.058553086976281116 -0.096664807665411259 -0.0091003747085754167 -0.11021747002920071 -0.083046740252911824 -0.061468816070843917 0.12502813376147145 -0.012794570161723041 0.12526954254306025 -0.00040624735179941386 -0.10594014892094764 0.013170287101558412 0.03006520756181702 0.091829993704156745
leaf_weight=1.3254426985367889 3.8800236425886387 11.454795826753978 15.502863983302634 61.185061276126362 0.64180726451377168 0.57084128612768736 1.3365804053974013 0.98441916154115361 1.6975879046149192 0.72832844002551311 0.2346523302985587 8.4890262586559384 2.412337345589548 136.62203509965184 6.5109982659796497 1.7969637899077495 1.1887862407602359 0.61976233842142281 0.33344345493242178 1.7374964368063945 0.17927118434454348 2.0974833946238505 0.22965634072897945 3.9611139981716406 0.65267432258406188 0.48136510336189609 0.49255255113530516 0.40439656069065799 1.6507029648528231 0.29946295433910552 7.0903374195768363 0.31624889302476233 16.777448084809269 1.0401521575222528 1.0062721209396839
leaf_count=219 483 7691 6154 8244 180 259 434 272 759 155 36 1285 1877 34370 2696 935 262 192 110 673 73 742 51 1529 135 133 172 110 801 78 1913 53 4259 298 308
internal_value=0 -0.00387772 -0.0129365 0.0082525 -0.00482523 0.00807397 0.0154919 0.0103822 0.0126642 0.00841337 0.0105897 0.0304902 -0.0285663 -0.00149558 0.00882968 0.0150144 0.00376982 -0.00206286 -0.00140732 0.0270076 -0.00206938 -0.0277126 -0.00288755 -0.0202545 -0.0549774 -0.00755 -0.0134735 -0.000328029 0.0143258 0.00864154 -0.00459455 0.0139013 0.0109666 0.0513476 0.0709038
internal_weight=0 194.936 40.5882 100.996 26.7211 11.2182 38.6221 28.8076 10.5764 27.8232 26.4866 9.81447 13.8671 154.348 10.0055 8.30796 62.3738 150.468 145.235 3.30687 141.928 5.30577 1.96715 5.23355 1.27244 3.20829 3.02902 2.54765 2.0551 25.7583 7.32499 18.4333 17.0937 1.33962 1.33972
internal_count=77941 60433 20551 17508 10983 4829 9002 7498 4649 7226 6792 1504 9568 39882 4390 3631 8506 39399 37543 1142 36401 2031 724 1856 327 1289 1216 1083 911 6637 1949 4688 4312 376 418
shrinkage=0.1


Tree=72
num_leaves=36
num_cat=0
split_feature=1 6 6 9 4 4 15 1 6 9 0 13 0 1 9 4 9 6 6 4 13 13 4 15 15 4 9 4 4 15 11 6 0 6 9
split_gain=0.614079 0.378267 0.430397 0.400132 0.349642 0.375603 0.318916 0.263915 0.257953 0.247851 0.279899 0.289427 0.27671 0.300403 0.246965 0.237357 0.410234 0.356532 0.266857 0.236113 0.231052 0.234688 0.224913 0.229572 0.228692 0.356061 0.213262 0.212579 0.370045 0.263298 0.243728 0.235069 0.216907 0.21412 0.238423
threshold=0.023403184488415722 0.37854126378178493 0.4562694493360781 0.8561393482908527 0.055504534393548972 0.033812643960118301 -0.59875179548243918 8.2189208114868978e-06 0.49997014271697698 -0.53355871336626615 0.02680744789540768 -0.00032137810362222174 0.032438188791275031 0.035948190838098533 -0.53758501492835686 0.0029940239619463687 -0.31787500792864437 0.0071482918748277677 0.38746265742031916 -0.10344529367284848 -0.0059319984799718452 0.0023926399211486094 -0.055072143673896783 -0.84944378000675302 -0.61602469526847636 -0.0029037450440227981 0.86299860463627232 -0.00066889735171571363 0.00024927780032157903 -0.88368417546682665 -0.028263615120979513 0.86950636015848115 0.035593243315815933 -0.84768705837422065 0.19450622093306844
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 20 5 22 -1 -8 -7 14 15 12 13 -12 -2 16 -11 19 -19 -18 -3 -22 -4 -24 25 -25 -14 33 29 -29 -31 -30 -33 -13 -35
right_child=9 2 4 -5 -6 8 7 -9 -10 10 11 27 26 -15 -16 -17 17 18 -20 -21 21 -23 23 24 -26 -27 -28 28 31 30 -32 32 -34 34 -36
leaf_value=-0.0095172419210225456 -0.016863760729619884 0.032575250373384268 -0.026399969436642631 -0.098732579840554682 0.023755061901863623 -0.10120642732790659 0.036929615613528269 0.0081511953057110138 -0.024159910752955788 0.048351191424576695 0.052288820860228735 -0.028267724886651958 -0.0028678174240293567 -0.010864882174106819 0.012861575999921611 -0.0058147832250742132 0.0041547955576441585 0.037713686502500815 -0.040418343309571253 -0.073613046676636526 -0.054290971447241203 0.010964280525242752 -0.07978796893575868 0.10829420077362062 0.00063552196473550373 0.0038523542439352354 0.0265057047584593 0.050739856776459119 -0.0097619350893912594 0.052690532708909665 -0.031369674313632238 0.105743410915242 0.01249913157527615 -0.0033246138500184538 0.026168670015000076
leaf_weight=10.138663824858666 3.5335557611833801 0.67714735411573279 3.1668326951439694 0.79070239956490684 5.1338847893675839 0.5679831704765087 3.2917399138459578 99.786969723221773 1.8496368943742707 0.52818668770487409 2.0225580883270591 2.6522972009170216 50.009468638205362 1.2001080538466338 13.372556642745622 5.0185759028390748 0.45024705248943053 0.74304124549234973 1.0618246105914293 2.9375927674191176 1.7066762394970276 0.81400300245877577 0.34011357306736201 0.51518357952591032 24.201960952726942 0.89087692131580343 2.6002559859625753 0.42413442983524774 19.677815664523227 0.35389722260879253 13.60438824374978 0.28524393327825182 1.9895181215033515 14.756888599391461 3.3661890055518588
leaf_count=1536 1138 99 602 124 1211 82 338 17728 380 168 537 866 18337 441 2999 1591 119 250 395 856 378 213 78 43 4533 145 592 221 7227 103 5838 83 827 6808 1173
internal_value=0 0.00443458 -0.00383948 -0.035036 -0.000445963 -0.00438618 0.0074057 0.00907021 -0.0422608 -0.00470804 -0.00626039 -0.00479346 0.000326365 0.0287706 0.00664867 -0.0216875 -0.0356116 -0.0441521 -0.00825234 -0.0632776 -0.0192862 -0.0332181 -0.00124118 0.00182931 0.00291332 0.0421201 -0.00141602 -0.00979871 -0.014412 -0.0268799 -0.0292384 -0.00624362 0.0241915 -0.00173025 0.00215348
internal_weight=0 153.872 40.655 3.98853 36.6665 31.5326 113.217 103.079 2.41762 140.588 123.682 112.943 55.8324 3.22267 16.9061 10.7395 5.72089 5.19271 1.80487 3.38784 3.19783 2.52068 29.115 25.9481 25.608 1.40606 52.6097 57.1104 36.335 14.3824 13.9583 21.9526 2.27476 20.7754 18.1231
internal_count=78059 27490 7888 814 7074 5863 19602 18066 462 50569 46432 43053 19907 978 4137 3379 1788 1620 645 975 690 591 5401 4799 4721 188 18929 23146 14299 6162 5941 8137 910 8847 7981
shrinkage=0.1


Tree=73
num_leaves=36
num_cat=0
split_feature=3 5 8 5 6 13 6 6 6 8 6 6 5 6 0 6 6 3 6 3 6 0 6 6 6 3 7 1 1 0 7 6 3 3 3
split_gain=1.02003 0.432624 0.314465 0.363302 0.277008 0.229608 0.346378 0.284197 0.499075 0.32137 0.297128 0.284627 0.283471 0.227173 0.209471 0.209379 0.207333 0.205566 0.226086 0.193001 0.191105 0.252643 0.27046 0.184204 0.18269 0.242106 0.20321 0.234874 0.39238 0.260077 0.232235 0.223948 0.185257 0.274526 0.235818
threshold=-0.56540766665602848 -0.013466266482037316 -0.18444889328218794 0.020079556299137154 -0.74593728726179875 -0.0026962405459995194 0.37854126378178493 -0.27959167586586781 -0.70535880592270239 -0.29103172857563653 0.019132104891753401 0.24704114075713438 -0.017315369094327033 -0.63973437391771071 6.8194214691175161e-05 1.4964800325013241 1.4964800325013241 0.99403457236030601 -1.4000821148510074 -0.99399200866901072 -0.30619488912572362 0.079308018088340773 -0.33478706434351707 0.14525193590457505 0.43931637809624735 0.99021291664212197 0.21394908033243101 0.16583102941513064 0.0017911641625687482 0.15989397466182712 0.13168827078821968 0.038343997843794095 -0.0099698087433353049 -0.023611377924680706 0.010044134221971037
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 14 -5 19 7 8 -7 -9 -11 23 15 -10 -2 -8 -14 24 -19 -1 21 22 -16 -12 26 -26 30 28 -28 -30 -4 -31 33 -32 -34
right_child=2 -3 17 4 -6 6 12 9 13 10 11 -13 16 -15 20 -17 -18 18 -20 -21 -22 -23 -24 -25 25 -27 27 -29 29 31 32 -33 34 -35 -36
leaf_value=0.055266241743753976 -0.057147398218276649 0.0034537126148861822 -0.0033846722319559163 0.086915159977242307 0.017918934505849169 0.035275993789358119 0.040964494062175671 -0.018649038772512349 -0.10158666342243841 0.070673651490075387 0.018720033967689776 0.062096993173574977 -0.030826330320185186 -0.011434621081323764 0.01473204598954872 -0.070647948883919759 0.0286943888096453 0.11991384323514449 -0.03540148359815453 0.022392399315414098 -0.011309575285894116 -0.039750598592560249 0.098892695368858738 -0.055040837748143646 -0.01196845067120603 0.071986634833123578 0.020446600441987248 0.019745908419054273 -0.0067087275539643582 -0.030895486157795884 -0.012205068244257235 -0.14086649911584262 -0.061121753342870483 0.052519192632822911 -0.018212816807204601
leaf_weight=2.0615597715514005 0.68483912624651821 55.57180668834917 100.69864995084572 0.62455929449060832 8.5174717399568163 3.1423817968825452 1.3826540266854861 0.92013603474333638 0.30415654883836341 2.4402582447073682 1.0384581107937267 1.0546015637519301 3.8696270754444404 3.4501609451690465 4.3404181257210439 0.19133552194398351 0.68951983901206393 0.096698937639303373 3.0452038434241322 13.356417616183533 7.0131631897893376 0.7657986053454805 0.41867572948103671 0.50235156737471687 35.7890427371849 0.34681659677880716 5.9003638322756222 7.4243651732249409 12.853510712866406 0.65699110215791812 3.6187165990122594 0.25785854043351719 1.5386960034084003 0.8002258349151824 7.6416888478634064
leaf_count=329 81 7424 31154 84 1482 619 534 241 80 522 270 237 969 729 692 57 184 62 2080 2757 1639 179 47 151 12704 237 657 3294 3929 202 825 57 412 203 2936
internal_value=0 0.00890964 -0.00388126 0.00730435 0.0226326 0.0177225 0.0103606 0.0196912 0.00587253 0.0356929 0.0456225 0.0220688 -0.00919249 -0.0187383 -0.00329326 0.0273968 -0.0218245 -0.00526592 -0.0306213 0.026788 -0.000351699 0.013558 0.022136 -0.00532829 -0.00481718 -0.0111627 -0.00319543 0.00459124 -0.00112921 -0.0103754 -0.00504117 -0.0618918 -0.017307 -0.000484156 -0.0254047
internal_weight=0 89.9754 203.034 22.3649 9.14203 34.4036 18.9856 12.8525 6.8967 5.95581 5.03567 2.59541 6.13314 3.75432 13.2229 1.57399 4.55915 180.669 3.1419 15.418 12.5381 5.52489 4.75909 1.54081 177.527 36.1359 141.391 27.0931 19.6687 13.7684 114.298 0.91485 13.5993 4.41894 9.18038
internal_count=78059 15103 62956 4204 1566 7679 4593 2849 1428 1421 1180 658 1744 809 2638 591 1153 58752 2142 3086 2557 918 739 421 56610 12941 43669 8139 4845 4188 35530 259 4376 1028 3348
shrinkage=0.1


Tree=74
num_leaves=36
num_cat=0
split_feature=2 4 4 6 13 4 4 12 12 2 6 6 13 0 0 1 6 6 6 2 2 13 13 11 4 4 6 6 6 13 11 4 0 6 13
split_gain=0.744483 0.364824 0.260305 0.250988 0.249356 0.254608 0.297254 0.246086 0.357684 0.255541 0.241481 0.516548 0.285476 0.276594 0.258598 0.336017 0.232743 0.464002 0.252236 0.256781 0.292702 0.236883 0.319973 0.227456 0.219246 0.365833 0.214817 0.211581 0.236162 0.426806 0.244954 0.205421 0.263484 0.204269 0.201351
threshold=0.00050115821068175148 0.0048528872430324563 0.14788276702165606 -0.30619488912572362 0.00022795766757559437 -5.6195771321654313e-05 1.6775038602645512e-05 0.0060707884639065622 -0.00072242754433992208 0.25547660887241369 -0.71122982259961198 -0.69695420994397439 0.0036323010723284138 0.00090298699797131132 0.00018083125905832278 0.00027593328559305524 0.081266305218032547 0.073985000186498881 0.4814948919673635 0.056219337508082397 0.13992981612682345 -0.00078606714198386097 -0.00068616921083171172 0.0079800658114430861 0.013176759937778117 0.032116651535034187 -0.72751002265249365 -0.78345512377583237 -0.98098241392554841 -0.0084255375885303203 0.0013311309007714609 0.0028257728845346723 0.016520935110747818 0.86950636015848115 8.9438649897408492e-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
left_child=2 4 10 -3 16 26 33 8 -5 34 12 -12 27 -14 15 23 17 21 -18 -20 -21 31 -23 24 -13 -26 -6 28 -1 -30 -31 -2 -33 -7 -10
right_child=1 3 -4 7 5 6 -8 -9 9 -11 11 14 13 -15 -16 -17 18 -19 19 20 -22 22 -24 -25 25 -27 -28 -29 29 30 -32 32 -34 -35 -36
leaf_value=0.038526931289991601 -0.0068689505401205823 0.0084938530584531945 0.032332119406430347 0.0036827234872494198 -0.021673845472008631 -0.02750174296865748 -0.011020271498207895 0.013655468095075269 -0.035547418790494473 0.024648265080937662 -0.06741765876474691 0.016286151494302247 -0.083775896969490379 0.015972396536006135 0.0013491522523803746 0.083757513853904397 0.014772489092175232 -0.095764520424426097 0.0094274787420801382 -0.044561739647066681 -0.004028810070618569 0.071130733134548915 0.0038849746998203811 0.052455680292137236 -0.058380557817007232 0.0097156018180224596 -0.0025937409492489843 0.062840525994706298 -0.073085532197187206 0.04288018635264907 -0.02874551008573047 -0.10094479265578221 -0.016132495285660933 -0.071914200943638193 -0.011167653235200251
leaf_weight=3.5668876943163919 35.594779853941873 38.472996387648891 4.5118675007142874 15.724339059237538 6.9904276731149357 6.1846871678208144 17.289359794771372 7.2157184782881805 6.0428598003309144 1.2912109156022769 0.96805864374618877 12.44324519089424 0.46208093961467944 0.69778419866634067 35.806556861840363 0.70340483647305418 14.059198105820544 0.57345655130484274 8.368985795699702 2.4291590376415098 6.6832173157818033 0.79100018901954161 6.7105907121440387 1.3653063575766271 1.1460757011082017 2.5316580203725607 37.853569465143664 1.523869255754106 0.62519212902407195 1.5248628847548387 0.69513493473641563 0.52949966982123342 1.1884551144103168 1.2438877846834655 7.7096409302030224
leaf_count=453 10942 8516 853 5069 2132 2366 5910 2100 1713 849 113 1298 52 123 5227 62 4758 123 2093 689 2913 204 2208 138 127 291 13183 168 71 189 68 100 432 443 2083
internal_value=0 -0.00279847 0.00911633 0.00280087 -0.00572091 -0.0100596 -0.0182085 -0.00296543 -0.00686336 -0.0178866 0.0074812 0.00498357 0.0225739 -0.0237665 0.0062816 0.0159912 -0.00179763 -0.00638286 0.00480064 -0.00321912 -0.014834 -0.0052391 0.0109757 0.0132652 0.00994608 -0.0115049 -0.00556801 0.0293467 0.0213867 -0.000101263 0.0204524 -0.00849902 -0.0422729 -0.0349384 -0.0218801
internal_weight=0 222.947 68.572 76.4568 146.49 69.5619 24.7179 37.9838 30.7681 15.0437 64.0601 54.9643 9.09581 1.15987 53.9962 18.1897 76.9283 45.3878 31.5406 17.4814 9.11238 44.8143 7.50159 17.4863 16.121 3.67773 44.844 7.93595 6.41208 2.84519 2.22 37.3127 1.71795 7.42857 13.7525
internal_count=78059 68826 9233 20330 48496 24034 8719 11814 9714 4645 8380 7256 1124 175 7143 1916 24462 14009 10453 5695 3602 13886 2412 1854 1716 418 15315 949 781 328 257 11474 532 2809 3796
shrinkage=0.1


Tree=75
num_leaves=36
num_cat=0
split_feature=2 9 9 2 5 8 0 0 5 9 7 0 8 8 15 5 5 7 8 9 0 9 0 7 5 13 5 0 8 0 8 13 8 2 15
split_gain=0.71689 0.631175 0.533938 0.404986 0.386748 0.490841 0.392817 0.372611 0.364498 0.73081 0.359984 0.350606 0.33549 0.320309 0.361936 0.273767 0.2714 0.340708 0.448725 0.321759 0.307539 0.303099 0.320013 0.273293 0.262857 0.274648 0.370605 0.334549 0.262683 0.259594 0.259337 0.251914 0.251885 0.284941 0.3943
threshold=0.0047193164937198171 -0.42447059611136456 -0.30471413342285419 0.77422940731048595 -0.00081780026348783608 0.13027326722262786 0.23742689192295077 0.02240309584885836 -0.0008776388212949417 -0.42449237182921723 -0.010918674841733835 0.013084435835480692 0.35426126484213089 0.2697284683007351 -0.11824889530218513 -0.01436983011459903 0.09478381515654298 -0.078455457173595131 -0.52286035378445639 0.40246848924636441 0.00042410005698911851 -0.40385351453971136 0.15989397466182712 -0.40198979953513675 0.11031067230812451 0.0055504727302347493 0.12346303684054714 0.0025213396875187759 -0.20041713796863597 0.028606249019503597 -0.4007858469240958 -0.011065959351664311 -0.52286035378445639 0.0005516155215445907 -0.22171514082505644
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 29 13 5 8 12 10 9 -2 15 -10 -6 16 -15 -4 17 18 -3 23 -20 -22 -23 -18 -25 -26 -27 -28 -12 30 -1 -30 -17 34 -34
right_child=1 3 7 -5 6 -7 -8 -9 11 -11 28 -13 -14 14 -16 32 19 -19 20 -21 21 22 -24 24 25 26 27 -29 31 -31 -32 -33 33 -35 -36
leaf_value=-0.032463560880532358 -0.026770985714427348 0.13177011960550086 0.010159732675090273 -0.02272506304919741 -0.035248435555043492 0.035330145300039903 0.018134564552643805 0.026507310910368526 -0.0039683128169208676 0.012306569506335985 0.0043052112658893121 0.032544140048785711 0.043538448273530102 0.011994897645562179 -0.049015336321914217 0.047401949056578761 -0.044094647042028312 -0.012881595926484702 -0.073388723374654075 0.01501785296655605 -0.040699356967880893 0.0093653365219311564 -0.020168355093144411 -0.062316187237289183 -0.0049310931463826917 0.10681769697991653 0.10135070150793149 0.0049433729848864065 0.06286585995028425 -0.029135474547522973 0.0020721147982017346 0.020893205620510707 0.060857465106395815 -0.026915006128374948 -0.0065320980791478585
leaf_weight=2.3716121389588833 7.7406773336988417 0.26025660711457277 16.98932663004598 14.789330834882092 5.3314055320806784 6.6516138464212409 2.8084595496475231 13.429583797324083 4.0631406521424669 12.536625686800107 9.8049807032693952 7.4555032558273524 0.6014419420971534 1.3822707611834628 3.278891489513625 0.78368976991623895 1.5834218993040874 48.044525827204779 0.56171993499447381 13.383582672628107 1.608223601768265 20.532763187417004 4.4670571962742534 0.69047183442308124 21.616628047690032 0.45175874058622767 0.3897507321089505 4.7072405887265631 1.5962344364525041 3.6469090870959908 26.140225284631015 13.726511320099233 0.96925998975348093 6.4072325538654686 8.3308975151885516
leaf_count=243 2126 46 3855 9973 1551 1785 1033 3572 600 1945 1651 1494 222 604 1465 95 418 17242 101 2732 401 6751 1920 195 6157 79 50 1572 208 592 2404 2383 142 1178 1274
internal_value=0 -0.00367129 0.00670011 -0.00709061 0.00630999 0.0106267 -0.0126763 0.011483 0.00545876 -0.00261093 0.00804027 0.0196646 -0.0272614 -0.00521012 -0.0309227 0.00125068 -0.00419699 -0.00780489 0.00108711 0.00216188 -0.000164689 0.00138114 0.00408815 -0.00368265 -0.0013855 0.000163201 0.0200094 0.0123153 0.0170868 -0.00401383 -0.00080056 0.0252657 -0.00792755 -0.0106881 0.000491225
internal_weight=0 184.937 104.196 137.748 47.1889 38.4476 8.74131 72.0377 31.7959 20.2773 58.6081 11.5186 5.93285 122.959 4.66116 33.4804 118.297 75.4745 27.43 42.8229 27.1698 26.608 24.9998 29.4393 27.8558 27.1654 5.54875 5.09699 25.1277 32.1587 28.5118 15.3227 16.4911 15.7074 9.30016
internal_count=78059 60462 17597 49706 10756 7950 2806 14358 6165 4071 10786 2094 1773 39733 2069 6544 37664 26461 9219 11203 9173 9072 8671 8471 8053 7858 1701 1622 4242 3239 2647 2591 2689 2594 1416
shrinkage=0.1


Tree=76
num_leaves=36
num_cat=0
split_feature=1 10 10 6 10 14 6 0 14 11 10 0 1 1 11 10 15 11 14 15 0 0 15 15 0 1 1 14 14 7 6 6 6 14 7
split_gain=0.513898 0.224965 0.410549 0.310832 0.248731 0.224059 0.219111 0.214641 0.456341 0.309735 0.272872 0.466236 0.225294 0.204221 0.19738 0.32407 0.181808 0.164899 0.193338 0.229385 0.193045 0.378684 0.208409 0.300829 0.184206 0.301477 0.272608 0.273969 0.205751 0.200846 0.177598 0.278866 0.254696 0.196355 0.185758
threshold=0.0033291077706962828 -0.45095191509853044 -0.4509362535116449 -0.74593728726179875 -0.38951591403614033 0.014516578431018929 -0.32122619165930771 0.028606249019503597 -0.066654369882442055 0.00095420312889243528 0.74360873226605395 0.0096264458261430281 0.00057083219871856283 0.0010300012072548272 0.01511993170671895 -0.010839625056586324 -1.0673087349338515 0.009232990937373611 -0.35909906842361677 0.11410528607203645 0.0061597351450473079 0.04840595833957196 0.014888170978372041 -0.2052409898238032 0.057982986792922027 0.0104869706556201 0.13227744400501254 -0.15828720288929007 0.010078342029686349 -0.056293429384358704 0.36909501015256069 0.51053087074585246 0.326467982559764 -0.4669327891768445 0.42745704651332278
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 3 -3 -4 -5 -2 10 9 13 16 -12 -11 -9 15 -10 -1 18 19 20 -6 22 23 -22 26 28 -20 29 -26 -28 32 -32 33 34 -19
right_child=1 2 4 5 17 -7 -8 8 14 12 11 -13 -14 -15 -16 -17 -18 30 24 -21 21 -23 -24 -25 25 -27 27 -29 -30 -31 31 -33 -34 -35 -36
leaf_value=-0.024382619346552791 -0.076584703443358437 0.11540223832886246 -0.037861037113445684 -0.0070248978429138026 -0.016816368276001446 0.038817262867216477 -0.0090852427542074347 0.056925237219364468 -0.012003227575644697 -0.11599595952899111 -0.094678461941452921 0.030161189417545725 -0.0117077686060592 -0.031329274563880696 0.091988380595833363 0.059320472793629966 0.0063332026137117199 -0.016084953522492104 -0.0053514596626818567 -0.0047473420343362065 0.045152695541331209 0.0040165513932029591 0.078999689896352518 -0.0066460672524607219 0.0036440177175338078 -0.00035561483363535424 0.11320205212177403 -0.044061088140401133 0.075352015518518778 -0.036880470657588697 -0.054446049109065434 -0.011984797862254124 0.054336688667383407 -0.0023395011234329899 -0.069542990093877294
leaf_weight=1.9731823044130568 0.80585655471077178 0.36350391292944539 2.0601910074146863 1.867550650553311 1.8718956525845047 2.4846981873270124 1.1926341453399789 0.64831200058688387 0.9801608832276546 0.38417929044226173 0.7076939161051985 0.51822265231749043 0.44953280413756147 0.44024422696384136 0.75424687556369452 1.8198174733479384 82.380002586854971 4.1806215061733409 60.351173963968904 11.784515706800446 3.4655028370325454 8.8256593129954108 0.96750045673979901 1.6574205080760283 0.72183055057393974 57.194887341154754 0.20476221683202311 3.0659838971660056 0.897840858422569 0.15794742233265457 1.9484367018740139 7.5018521375377532 0.70835669429652526 21.849523292323287 0.76968227719771665
leaf_count=233 266 33 966 535 275 665 682 105 272 44 116 82 98 108 67 252 12127 1066 16866 3036 753 2626 170 364 196 23144 71 1159 175 93 645 2799 227 7526 170
internal_value=0 -0.00292283 -0.00258055 0.0265661 -0.00330325 0.0191464 -0.0363032 0.00616218 0.0253549 -0.0138969 0.00493397 -0.0419059 -0.0597644 0.0212325 0.0465838 0.0343529 0.0056147 -0.00292481 -0.0014609 0.00594694 0.0134539 0.0172527 0.0364332 0.0283942 -0.0031874 0.000849197 -0.00690975 -0.0343385 0.0433943 0.0478463 -0.00891247 -0.0207394 -0.00484941 -0.00641378 -0.0243967
internal_weight=0 196.9 194.901 4.71575 190.186 4.35225 1.99849 91.0556 5.47649 1.92227 85.5791 1.22592 0.833712 1.08856 3.55423 2.79998 84.3532 188.125 151.167 28.5725 16.788 14.9161 6.09042 5.12292 122.594 58.8146 63.7799 3.42869 1.61967 0.36271 36.9585 9.45029 27.5082 26.7998 4.9503
internal_count=78012 64508 63560 1233 62327 1200 948 13504 946 355 12558 198 142 213 591 524 12360 61361 48928 7224 4188 3913 1287 1117 41704 23515 18189 1323 371 164 12433 3444 8989 8762 1236
shrinkage=0.1


Tree=77
num_leaves=36
num_cat=0
split_feature=2 9 4 9 9 4 14 9 5 8 4 9 4 5 2 14 2 14 5 4 13 9 4 2 5 2 9 2 4 14 7 13 8 4 14
split_gain=0.739715 0.32404 0.292741 0.252735 0.313224 0.405063 0.373813 0.334636 0.500993 0.344979 0.341282 0.312415 0.306626 0.289803 0.28932 0.288035 0.286809 0.376792 0.265705 0.401447 0.25245 0.224988 0.220307 0.219974 0.349307 0.391011 0.555517 0.338617 0.265675 0.213155 0.224278 0.207191 0.230181 0.199766 0.199197
threshold=0.0028057419694960122 -0.30471413342285419 -0.30140153504908079 0.85628955194357415 -0.42447059611136456 0.0099004786461591738 -0.91742206986025188 -0.42449237182921723 -0.073272039583855073 0.13027326722262786 0.0048528872430324563 -0.26642253773592056 -5.6195771321654313e-05 -0.00053361786954423524 0.0098226573318243044 -0.86186473764863292 0.029793821275234226 -0.44872678500933311 0.095242338322856793 3.2024865504354245e-05 0.018738878686775446 0.79424222342008777 0.12387708481401206 0.9623401165008546 -0.0008776388212949417 0.080565404146909728 -0.52945763650673128 0.042657332494854934 -0.033755527809262269 -0.4669327891768445 0.076607865723750862 0.0036323010723284138 -0.44867849735674309 -0.0018199366459157316 -0.78192958952051772
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 -3 4 7 12 -7 8 -2 10 -9 -8 -6 23 -5 -13 -15 -18 19 -14 -17 -20 -22 24 25 -10 33 28 -26 30 34 -4 -33 -27 -30
right_child=3 2 31 14 5 6 11 9 13 -11 -12 15 18 16 -16 20 17 -19 21 -21 22 -23 -24 -25 27 26 -28 -29 29 -31 -32 32 -34 -35 -36
leaf_value=-0.0014404061103838366 -0.035165716832234586 -0.0459313602981914 0.014389181185402188 -0.073769923837665494 -0.0062947194667541785 -0.11771310570159539 -0.029530013493235991 0.032721251568768185 -0.055818866606934629 0.05378719546885468 -0.0026618449385712143 0.11537266151078218 -0.047955375925985116 -0.061217339865740697 0.015869618779468984 0.0024395721596173342 -0.032167033355450049 0.013454460823961546 -0.016526831831750455 -0.016918787976353915 0.0072788181606764576 0.014930933895942848 0.10503564159229149 0.045132806414341767 -0.050173959756708519 0.03261811434852805 0.05534590846793426 0.037761382394092498 0.012634303219862695 -0.0069099739645740541 -0.0084132676613137905 0.060550974327978097 -0.0051350961067007381 -0.031260128868173039 0.061579974448809562
leaf_weight=29.620179853052832 4.2242244586232074 0.8853444239939553 54.27965515503638 0.37486477344646019 58.112325827831228 0.26250675872142792 2.9209954079233276 4.0693772449158123 1.6820674747577893 2.000657013966701 8.2574029854731616 0.23245309338380948 5.4208744829138622 1.1256724445847845 9.1188241544004978 37.258503830653353 3.2814657791459467 4.038162657423527 5.8619496985029382 18.025459993514232 0.46832493449983204 3.7140171584032942 0.45402893028222024 1.4536281705077261 0.83566492144018667 0.58749097015243013 1.3246381707431285 4.136430764978285 1.6175637295236809 4.5444573260610897 1.5347602700348941 0.56595906050642852 9.2975640990771335 2.9372547442326322 1.7109922595554974
leaf_count=2882 1032 162 10075 69 23517 70 913 758 435 227 1201 44 2425 278 2199 11081 974 1408 2668 7384 243 847 80 567 154 204 503 949 245 766 233 87 2197 857 278
internal_value=0 0.00722921 0.0111782 -0.00357651 -0.00440583 -0.00693507 0.00124178 0.00239515 -0.0028702 0.0152703 0.009019 0.00199724 -0.0106672 0.00155766 0.0123301 0.00439461 -0.014225 -0.00699813 -0.018362 -0.0240946 0.00371896 -0.00432601 0.0553997 0.0075174 0.00490261 -0.0142746 0.000135522 0.0136131 0.00386165 0.00866148 0.023212 0.0119664 -0.00136609 -0.0206131 0.0377941
internal_weight=0 94.6487 65.0285 191.587 182.093 132.731 41.5968 49.3619 35.0345 14.3274 12.3268 41.3343 91.1346 30.8102 9.49369 38.4133 8.4453 7.31963 33.0223 23.4463 38.1809 9.57597 0.922354 22.3649 20.9113 6.53145 4.84938 14.3799 10.2434 9.40777 4.86332 64.1432 9.86352 3.52475 3.32856
internal_count=78012 15403 12521 62609 60341 49272 12431 11069 8883 2186 1959 12361 36841 7851 2268 11448 2660 2382 13324 9809 11404 3515 323 5191 4624 1999 1564 2625 1676 1522 756 12359 2284 1061 523
shrinkage=0.1


Tree=78
num_leaves=36
num_cat=0
split_feature=3 5 14 1 7 12 14 10 2 14 5 3 10 14 14 3 3 1 7 12 12 3 14 1 1 10 5 10 3 5 5 3 1 7 10
split_gain=0.97295 0.316214 0.285525 0.240477 0.228902 0.325632 0.26227 0.255662 0.47451 0.223497 0.271487 0.222998 0.300693 0.248652 0.3094 0.299972 0.333279 0.231661 0.212081 0.203228 0.199736 0.19367 0.282964 0.261916 0.246779 0.284409 0.188578 0.179589 0.231207 0.175233 0.276246 0.305473 0.235161 0.234254 0.191427
threshold=-0.16502832467085679 -0.013979017426140364 -1.439294531424826 0.001665193878579885 0.10085107092706912 -0.0044573824770951249 0.58000260273003634 0.011232844138363661 0.067914605140686049 -0.060309287120001949 -1.0000000180025095e-35 -0.95999924423813343 -0.20310060095205348 -0.17171217037060382 0.64428492922076874 -0.96743686011177477 -0.98496595428196076 0.00020655178377637642 -0.23111767331289976 0.016123864883124343 -0.0013615165495543136 0.98754664178341056 0.080758498634555462 0.86892473697662365 0.80871942639350902 -0.089803018838647511 -0.1099517838679997 -0.058373893187799127 -0.18946701369713989 -0.0011532432107713637 -0.00081780026348783608 -0.025108669706241923 0.94340273737907421 0.20133242962028705 -0.45095191509853044
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -3 4 5 -2 9 20 -9 -6 26 13 -13 17 15 16 18 -1 -15 -17 -7 29 23 24 25 -23 -11 -14 -29 -5 31 33 34 -31 -32
right_child=3 2 -4 21 6 7 -8 8 -10 10 -12 12 27 14 -16 19 -18 -19 -20 -21 -22 22 -24 -25 -26 -27 -28 28 -30 30 32 -33 -34 -35 -36
leaf_value=0.099153805052149713 -0.039915863085658788 0.059259303573834188 0.0025294585969378863 -0.0092654831190682931 0.0025125288476532072 0.030081590219562099 -0.053638433576444794 0.041022572475015118 -0.063412958754344273 0.060224069246024005 0.054162528062570284 0.055761365358120034 0.0020283003669027545 0.054598603211591046 0.052070069368742339 0.076471190307718817 -0.027164599068067577 0.032097165444526364 0.0088364440401751641 -0.0013121533059019877 -0.019963464631566917 0.041225200740507117 -0.059344083752862403 -0.058978096780869474 0.1101958518396504 -0.026373472730604697 -0.0017821390932793062 0.03971148027135063 -0.056512551839370609 0.0082689736756910541 -0.037994044336152985 0.037140539909298852 0.05807180373210357 -0.049160878825934326 -0.0041172400108966875
leaf_weight=0.74069969005359171 2.1777839591013608 0.89821343636140127 72.338497395307058 66.34879481354983 4.7876809377630698 0.98391841372358513 0.52900702494662333 2.8302159291415596 0.5140849894232814 0.61649216170917442 2.7924908217682951 1.2459364024252888 19.888713042731986 1.1757009098328106 2.2560317766910876 1.0928168259051734 2.3803566511851377 1.692200601682998 7.3053439716150024 0.48496573930606235 4.2094196812249747 0.93701018840602124 1.6453339743457034 0.84408116289887392 0.20424339809323999 1.853681951255566 2.3995881031733006 2.3896066153793076 0.27884725465264182 4.5599174780072644 1.7114557655731903 3.5333225005015247 0.59680950467008997 0.84128889837302256 65.705009450786747
leaf_count=67 389 71 10669 27460 629 159 68 371 67 94 361 606 6183 214 366 202 608 469 1180 39 799 705 1164 413 143 1230 308 779 64 758 780 913 262 129 19293
internal_value=0 0.00715965 0.00322522 -0.00476699 0.00503152 -0.00539986 0.0150786 0.00340449 0.0249688 0.0185093 0.0316945 0.0141994 0.00793812 0.0229007 0.0179982 0.0118188 0.00590011 0.0525127 0.0151803 0.0525628 -0.010482 -0.00620539 -0.0246476 -0.00977727 0.0040893 -0.00367636 0.010892 0.00529662 0.0296563 -0.00549955 -0.00225235 0.0142791 -0.004424 -0.000676269 -0.00497725
internal_weight=0 114.168 73.2367 170.622 21.8407 10.7154 11.1253 8.53764 3.3443 10.5963 5.80857 40.9312 23.8031 17.1281 14.6952 12.4392 10.8614 2.4329 8.48104 1.57778 5.19334 148.781 5.48435 3.83902 2.99494 2.79069 3.01608 22.5572 2.66845 143.297 76.9478 8.93453 68.0133 5.40121 67.4165
internal_count=78012 21517 10740 56495 3245 1785 1460 1396 438 1392 763 10777 7632 3145 2609 2243 2002 536 1394 241 958 53250 3655 2491 2078 1935 402 7026 843 49595 22135 1800 20335 887 20073
shrinkage=0.1


Tree=79
num_leaves=36
num_cat=0
split_feature=8 9 6 9 9 6 8 14 14 8 10 6 8 6 10 8 10 14 6 5 8 6 14 14 7 6 8 8 6 7 9 14 11 14 8
split_gain=0.386218 0.358137 0.320659 0.244338 0.546323 0.358523 0.422995 0.330279 0.229886 0.287635 0.233864 0.269245 0.221059 0.22959 0.2406 0.431628 0.285839 0.227656 0.21962 0.21875 0.227243 0.425123 0.242202 0.259824 0.219347 0.218643 0.205518 0.247876 0.202391 0.200334 0.198232 0.219798 0.194712 0.23996 0.315993
threshold=1.0000000180025095e-35 -0.42447059611136456 -0.84768705837422065 -0.42449237182921723 -0.53355871336626615 -0.71122982259961198 -0.1960135082085066 -1.2199555445530443 -1.2199555445530443 0.4492730157594948 0.68616721963547589 -0.79385872189638029 0.34137856714489506 -0.35621061821423217 0.34582104212711046 0.16410280306048891 0.29298462405189901 0.19522059121041968 -1.4000821148510074 0.0014269737243549354 -0.16370096272616533 -0.77463259273902563 -0.73743604265267659 -0.668269961648155 0.18982380458039022 -0.47981667339444123 0.13322396549741458 0.010177029845927974 -0.81442862453170606 -0.13995048527700218 -0.42447059611136456 -0.56774319508199678 -0.008481098994207124 -0.039079298799850164 0.11531231556782111
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 18 4 7 6 -5 -1 -2 10 11 28 13 17 16 32 -15 26 -3 20 -9 -22 24 -24 29 -14 27 -4 -10 -23 -8 -32 -16 34 -34
right_child=1 2 12 5 -6 -7 30 19 9 -11 -12 -13 25 14 15 -17 -18 -19 -20 -21 21 22 23 -25 -26 -27 -28 -29 -30 -31 31 -33 33 -35 -36
leaf_value=0.037684466956408966 -0.03808925751888631 0.028422583768847993 -0.020877339492883895 0.037205223878028507 -0.040138340345720752 0.002696752205113612 0.025772549045974581 -0.0090417060266845158 0.024955091261827031 0.060016547951966009 -0.035477045763875434 0.0026419137171404357 -0.067692411701456873 -0.0080720264355008415 -0.11854609493555933 0.044602419512682741 0.052944501087276212 -0.018058353307854238 -0.036061140797892792 -0.059843298686490388 -0.044117611368611274 0.020596992957652355 0.070554939677194978 0.013279120109000862 0.046175402993623028 -0.015291284812392419 -0.011502565141146899 0.020959483379682464 0.10728762875084946 -0.039212558564582514 -0.079228521377751215 0.0017511595901990901 -0.036947699440034946 -0.0013995661192465771 -0.14470372625879224
leaf_weight=2.1633171200519419 1.1676282098051185 0.58224931759468734 1.6331710926751863 6.9105404353103976 3.7666238352685459 116.48641308837978 3.8230557723436513 19.496082599624057 3.3312364354787865 0.99404431344009836 1.3394910363713268 18.461626210919349 1.0741656346108355 42.377327988193429 0.38300586793775515 0.5528578047742484 0.78192776704963662 3.7953384094653293 5.6861429813698114 0.65317316260188718 1.531471833528484 0.75683586869854558 0.84361502388492304 12.950137459323745 0.53196235594805319 3.0776966023149717 3.6924284841043109 10.658670392636848 0.32796609227080864 2.1536891278810826 0.34828466383623968 8.9041837792828975 0.92865687399171359 0.8956577317367177 0.38494999007525621
leaf_count=260 285 274 463 1125 934 29126 575 2099 762 360 323 4927 549 18946 61 218 283 1550 2105 177 187 99 92 1640 69 1800 1757 3638 73 281 80 2227 275 324 68
internal_value=0 -0.00497336 -0.00840041 0.00271546 -0.00368822 0.00481981 0.0171938 -0.000346132 0.00525938 0.00732916 0.00509673 0.00755361 -0.00646631 -0.00506011 -0.00891246 -0.0356151 -0.00696657 0.00395832 -0.0300715 -0.00246018 -0.00148063 0.00637388 0.0108601 0.0167821 -0.0128685 -0.0288485 0.009186 0.0154008 0.0323344 -0.02366 0.00661759 -0.00129711 -0.0527232 -0.0413119 -0.0685254
internal_weight=0 102.126 76.5042 181.319 44.8469 136.472 19.9861 41.0803 25.622 24.4544 23.4603 22.1208 70.2359 66.084 46.3044 3.14513 43.1593 19.7796 6.26839 38.917 38.2638 18.7677 17.2362 13.7938 3.44249 4.15186 15.9843 12.2918 3.6592 2.91052 13.0755 9.25247 2.59227 2.20926 1.31361
internal_count=78012 39041 32311 38971 5838 33133 4007 4904 6730 6445 6085 5762 29932 27583 20175 946 19229 7408 2379 4644 4467 2368 2181 1732 449 2349 5858 4101 835 380 2882 2307 728 667 343
shrinkage=0.1


Tree=80
num_leaves=36
num_cat=0
split_feature=3 6 8 3 9 9 11 3 8 9 8 1 3 1 7 1 3 8 12 1 11 7 9 11 3 6 9 7 9 3 9 12 11 7 3
split_gain=0.736452 0.226222 0.205107 0.266992 0.197489 0.258723 0.321192 0.28568 0.233273 0.213685 0.368533 0.299598 0.234353 0.341498 0.234051 0.205716 0.233323 0.193714 0.229726 0.229872 0.201893 0.196468 0.180043 0.284778 0.412454 0.397198 0.24006 0.316348 0.220305 0.271645 0.238144 0.233547 0.281799 0.230353 0.231259
threshold=-0.042527759447693818 -1.5093364739538693 -0.38352198649646502 -0.025108669706241923 0.85628955194357415 -0.42447059611136456 -0.046410136250224783 0.96064873466457368 0.13863196898667982 -0.42449237182921723 0.13027326722262786 0.016865646466612819 0.95043000479927298 0.82663780450820934 0.18982380458039022 0.4527346938848496 0.99704368822676781 0.27609300184808816 -0.0061819412909977786 0.000364005973096937 0.031893462157194248 0.31878612679169055 0.23249915801605789 -0.0033166302940214336 0.037123885937035091 -1.0281458803831633 0.8561393482908527 0.067459391494780821 -0.30382309821126258 -0.0076254808627709272 0.17500724305896503 0.00056368841752870227 -0.0020730306229844366 0.11894094583913774 -0.019404556602239605
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 -1 3 -2 5 9 -7 17 -9 12 11 -11 -4 15 -13 -14 -17 18 19 -8 22 -19 23 -20 25 -25 27 -24 29 -27 31 32 -30 -34 -35
right_child=2 -3 4 -5 -6 6 7 8 -10 10 -12 14 13 -15 -16 16 -18 21 20 -21 -22 -23 26 24 -26 28 -28 -29 30 -31 -32 -33 33 34 -36
leaf_value=-0.059051093158646033 0.093785269389532272 0.0050415136303530624 -0.0076230852585936733 0.0030868803802510513 0.0092636226709540206 0.060540294780954497 -0.088263211725123233 -0.051477371620984841 -0.014720827911241763 -0.0074569822265267375 0.06437796927946568 0.018216408030727348 0.023281958693994791 -0.048201317021951788 0.095020236483151194 0.13370459458269576 -0.017285997588537001 -0.035301625997178503 -0.02007640501220927 -0.016935965629032369 -0.040076965800229576 0.025462462731144216 -0.0037761978094741919 0.11200741153553642 -0.014810019452976428 0.037298463376305095 -0.017709496571980093 0.02778559753819378 -0.030716280018316292 -0.08435108124563763 -0.04429317354304247 -0.0013522032051148021 0.037315325352255645 0.085307921766381301 -0.021459171097229876
leaf_weight=0.55275269939738692 0.46933437418192614 148.69921337317828 21.598083638629763 1.052201832862919 8.0957052911799092 0.64735114897484791 0.46929759031627227 2.8498394484067822 4.380762949950622 5.105959688080473 1.2559842015616594 1.6105380540248009 1.8379744398116598 0.55281558165734157 0.52647866320330639 0.38986465847119678 0.13877199677517638 4.2879306550275933 12.41906010915408 12.139094627726079 1.5851952347875329 0.60748984811289108 6.5390030798571406 0.35584435265627945 14.991008476836212 0.27199118208955042 3.5968667678534976 6.1743389697112434 0.90497273839719117 0.5645927860459804 0.83970215325098152 8.6073658959212462 5.9872935867388275 0.23860720088123333 1.3546376515187146
leaf_count=138 56 29595 5863 185 2028 178 69 2036 3222 600 161 445 695 198 153 197 67 2259 5192 4530 508 390 1947 80 8476 62 847 1629 301 138 332 2836 1875 77 492
internal_value=0 0.00480415 -0.00544021 0.0310638 -0.00586444 -0.00686154 -0.00964423 -0.0101538 -0.0292079 0.000708013 0.014372 0.0057006 -0.00402859 0.0225637 0.0371379 0.0390937 0.0940682 -0.00847228 -0.00724657 -0.0195908 -0.00483092 -0.0277612 -0.00394188 -0.00711066 -0.00239081 0.0073439 0.00509904 0.011552 0.00535959 -0.0448002 0.00769962 0.0102538 0.0220265 0.028323 -0.00546953
internal_weight=0 149.252 132.446 1.52154 130.924 122.829 89.8122 89.1649 7.2306 33.0165 8.49896 7.24298 24.5175 2.91943 2.13702 2.36661 0.528637 81.9343 77.0389 12.6084 64.4305 4.89542 62.8453 46.5351 34.116 19.125 16.3102 12.7133 18.7692 0.836584 17.9326 17.0929 8.48551 7.58054 1.59324
internal_count=77857 29733 48124 241 47883 45855 37476 37298 5258 8379 1359 1198 7020 1157 598 959 264 32040 29391 4599 24792 2649 24284 19861 14669 6193 4423 3576 6113 200 5913 5581 2745 2444 569
shrinkage=0.1


Tree=81
num_leaves=36
num_cat=0
split_feature=2 4 4 15 14 11 7 8 15 4 8 1 8 15 14 15 15 15 15 2 1 14 11 7 7 1 15 1 4 14 4 4 15 1 8
split_gain=0.610441 0.23793 0.288865 0.286788 0.355115 0.343368 0.235109 0.347011 0.206793 0.200325 0.189648 0.181663 0.17953 0.186525 0.179007 0.321866 0.288825 0.224273 0.173633 0.229437 0.23499 0.182364 0.171105 0.207828 0.189277 0.172279 0.170427 0.184237 0.16728 0.365391 0.216298 0.354151 0.374319 0.336737 0.332142
threshold=0.0025745675666257743 0.0005164756439626218 -5.6195771321654313e-05 -0.11403510160931989 -0.11398492556601557 -0.016680476844516248 -0.12590270953519725 -0.18798320194456961 -0.26338689032610135 0.32918251678347593 0.58490313652813752 0.00015092470857780429 0.16747276485563189 -0.4261864848446687 0.8845221883584039 0.027987225093151574 0.39037725209212321 0.41287584123334808 -0.023101177374704102 0.74755975604057323 0.92829763889312755 -0.070420048752851863 -0.018788500319139187 -0.29504365336295169 -0.24685674577931935 0.18594013154506686 -0.64121253767074304 0.043202169239521034 -0.07107196748256682 -0.017841834844223265 -0.026287944987416264 -0.032533212564885609 0.48325714620894239 0.001665193878579885 -0.30886039864185472
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=22 2 14 4 8 -6 -3 9 12 -8 18 -9 26 -14 16 -16 -2 -18 21 20 -20 -5 23 -1 -25 28 -4 -28 29 -24 31 32 33 34 -30
right_child=1 6 3 10 5 -7 7 11 -10 -11 -12 -13 13 -15 15 -17 17 -19 19 -21 -22 -23 25 24 -26 -27 27 -29 30 -31 -32 -33 -34 -35 -36
leaf_value=-0.042892894289130561 -0.0047195781545897146 0.0095767686428648146 0.038216671192643735 -0.064576928966828498 0.060062253266899616 -0.029882534861814705 0.021731349333122207 0.021060011168819628 0.055254059232633851 -0.041395488919240629 0.064006786945093361 -0.0067912860331830922 0.018572979737929169 0.1224928315283884 0.039391694224085387 -0.051038643348247051 0.070220586813183022 0.0098971818906795211 -0.013309436641007852 -0.041155599281547911 0.09332697924713329 -0.021224048667459687 -0.037521118502938267 0.058125029971051213 -0.0044186355161935208 0.046631831235020162 -0.053955307289095006 0.0025608923182300083 -0.079590568393912223 0.011189859772497432 0.006839302921936046 0.062606281673947647 -0.028014274789810747 0.051039493956577399 0.015885959914988781
leaf_weight=1.3363450323013237 68.388104164268043 22.22616797230512 0.72084176223142993 1.9451585479764619 0.46938591453363177 4.4316778569373145 7.1636442219969458 2.459733324678381 1.0759218006642184 0.54063617635983963 0.24627462297939828 48.903717315409267 0.65763462969334796 0.23423927527619515 0.50598512151191188 1.7719395460371741 0.66587459936272253 8.2811411627353646 9.4263745043135678 3.4091377616932723 0.21128267845779269 1.9360481455041796 2.5340628338744864 0.51978523814614153 7.0035406091592431 1.1423254304390855 0.87809818561072539 1.681074223219184 0.4213056961307301 3.9253703307076639 66.461310735321604 1.8244554702541771 1.6858516358915947 2.7392628759935178 2.6956872165465033
leaf_count=253 24859 6381 217 587 108 1695 1432 262 336 90 115 16067 225 116 205 446 239 2892 2890 1858 77 1007 468 112 1250 308 181 455 65 672 10610 303 221 460 395
internal_value=0 -0.00326786 -0.00636775 -0.0152396 -0.00191216 -0.0212683 0.000809821 -0.00248903 0.0161651 0.0173015 -0.0231152 -0.00545752 0.00608407 0.0458662 -0.00332296 -0.0309518 -0.00250914 0.0143867 -0.0243827 -0.0188588 -0.0109717 -0.0429514 0.00666063 -0.00655253 -9.75034e-05 0.00806378 -0.00473316 -0.0168308 0.00752837 -0.00791966 0.00884432 0.0230711 0.0135074 0.0254603 0.00298095
internal_weight=0 188.23 106.936 27.3231 10.1489 4.90106 81.2939 59.0677 5.24781 7.70428 17.1743 51.3635 4.17189 0.891874 79.613 2.27792 77.3351 8.94702 16.928 13.0468 9.63766 3.88121 92.2893 8.85967 7.52333 83.4296 3.28001 2.55917 82.2873 6.45943 75.8279 9.36656 7.54211 5.85626 3.11699
internal_count=77857 62740 38508 9867 3333 1803 24232 17851 1530 1522 6534 16329 1194 341 28641 651 27990 3131 6419 4825 2967 1594 15117 1615 1362 13502 853 636 13194 1140 12054 1444 1141 920 460
shrinkage=0.1


Tree=82
num_leaves=36
num_cat=0
split_feature=3 13 10 10 10 10 10 7 3 3 10 15 11 3 2 3 10 11 12 2 7 3 15 15 3 12 3 12 2 3 7 11 10 15 3
split_gain=0.640153 0.242217 0.274997 0.275951 0.364111 0.287664 0.227552 0.325239 0.221852 0.220987 0.218251 0.203194 0.201602 0.198405 0.405955 0.339608 0.332059 0.319845 0.256853 0.247674 0.192244 0.218543 0.189526 0.318318 0.175577 0.174934 0.350177 0.17562 0.199117 0.252624 0.372767 0.194448 0.191556 0.299403 0.296069
threshold=-0.18946701369713989 -0.0032430017426677352 0.6861634150630862 -0.4509362535116449 -0.10434745562835847 0.25604106491072492 0.68616721963547589 -0.20907346123753676 -0.10574219282716511 -0.040616162084916134 -0.45095191509853044 -0.0058763773376551602 -0.0033166302940214336 0.20444990042597058 0.13992981612682345 0.11307138018310071 0.69856298017998675 0.0016898489487861396 0.0030718285510518092 0.24397470057010653 0.076607865723750862 0.98516813824880967 -0.14341127738706619 -0.22801685548876058 -0.026624350459314879 -0.018611425550014809 -0.89465798037781485 0.01441940314713829 3.3613476261962212e-05 -0.76131621201056976 0.027423811391055746 0.013651090545143308 0.011825199183199268 -1.0000000180025095e-35 -0.24145802952261872
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=25 2 3 8 9 -6 22 24 -2 -5 -3 -9 -11 14 15 -12 -16 -18 -17 -15 -21 -22 23 -4 -8 26 -1 28 29 -27 -31 -29 -30 34 -34
right_child=1 10 6 4 5 -7 7 11 -10 12 13 -13 -14 19 16 18 17 -19 -20 20 21 -23 -24 -25 -26 27 -28 31 32 30 -32 -33 33 -35 -36
leaf_value=0.065475038617854517 -0.041753885581909379 -0.043891742424172236 0.02805655993128733 0.016452728270052664 0.0040709456167133491 -0.025078204260406346 -0.10031085692611111 -0.0088725833056983103 0.043744132610571473 -0.073708761187630242 -0.0046716167225564357 0.051089302488075305 -0.024593685194259852 -0.059353992149784984 0.026177355694226124 -0.090774939297559407 0.029075832769324003 -0.10676562619811288 0.023415317654914315 -0.018382263810119499 0.0058110244800678801 -0.026864791380636206 0.050878554898974498 -0.043976607571961993 -0.0077054405402113488 0.0089539641504079344 -0.01363749973002621 0.025169489937482515 0.00022347928345275861 -0.021865393371532725 0.069812651380892723 -0.026367815238228273 -0.0063471872901462853 0.052181841132691809 0.058143170469462359
leaf_weight=1.3697007381124424 0.35618761515070252 1.5138896577700496 3.4657151295104995 0.86917454171634734 25.77490885726548 3.897531497932504 0.45437906146980822 1.4700412825186508 2.0515285122964988 1.1886101711279478 84.236481461670337 0.91810608797823046 2.8150055142577868 1.1067838103626879 6.5877635441029261 0.78219868646556168 0.31281964929075901 0.38871118472889066 0.26328481163363904 15.624334218002334 9.1773686977503512 2.6343939884700367 2.3244456535903719 0.74542296887375403 0.37264601606875691 21.407683761404773 0.94586371124023472 7.0212294718876356 69.874493403764063 0.61333561522769686 1.6018067413242532 0.81730115163372818 4.0595851606103679 1.8463895997265343 0.86325142682471767
leaf_count=219 83 761 501 230 8612 1128 74 360 551 467 22876 238 1363 366 2751 196 110 77 120 8538 5309 1741 358 135 79 2176 321 1037 14987 81 160 127 1107 442 176
internal_value=0 -0.00382364 0.00230483 -0.00163686 -0.00391825 0.000242149 0.0172429 -0.00453731 0.0310959 -0.0292527 -0.00615771 0.0141793 -0.0391752 -0.00568604 -0.00343859 -0.00537464 0.0192124 -0.0461926 -0.0620183 -0.012975 -0.0111041 -0.00147671 0.0279576 0.0153058 -0.0585842 0.00596302 0.0331591 0.00538049 0.00425354 0.0122805 0.0444285 0.0197958 0.00177952 0.0178415 0.00496162
internal_weight=0 169.332 46.7037 36.9529 34.5452 29.6724 9.75076 3.21517 2.40772 4.87279 122.628 2.38815 4.00362 121.114 92.5713 85.282 7.28929 0.701531 1.04548 28.5429 27.4361 11.8118 6.53558 4.21114 0.827025 110.421 2.31556 108.105 100.267 23.6228 2.21514 7.83853 76.6437 6.76923 4.92284
internal_count=77857 57024 14179 12434 11800 9740 1745 751 634 2060 42845 598 1830 42084 26130 23192 2938 187 316 15954 15588 7050 994 636 153 20833 540 20293 19129 2417 241 1164 16712 1725 1283
shrinkage=0.1


Tree=83
num_leaves=36
num_cat=0
split_feature=3 4 5 14 5 3 4 5 5 14 5 12 14 14 5 12 11 12 14 14 14 1 11 1 11 14 5 12 14 5 3 5 5 1 4
split_gain=0.594014 0.304423 0.293934 0.230848 0.294146 0.225516 0.22325 0.348897 0.279361 0.246283 0.2546 0.221658 0.212159 0.441864 0.256944 0.230989 0.206792 0.204647 0.222347 0.254395 0.315798 0.194625 0.194253 0.234528 0.194088 0.259867 0.190334 0.227743 0.217046 0.200808 0.463123 0.216428 0.29505 0.277215 0.234978
threshold=-0.56540766665602848 0.00029883722891099756 -0.013979017426140364 0.9487323933868359 -0.011232808127097848 -0.95999924423813343 -5.5572372730239286e-06 -0.0089867278926726527 -0.26860450886790022 0.8845221883584039 0.091493374409820805 0.01441940314713829 0.04203250255629206 0.036863436414764784 -0.30835023420327939 -0.00061254310386314335 -0.02233752994848234 -0.017607148887266461 0.64428492922076874 -0.11129070335623285 -0.073847358489906978 0.0031257376540452246 -0.017215871239752285 0.0010300012072548272 0.009232990937373611 -1.439294531424826 -0.20118449884827302 0.010587757493180324 -0.34744144189278919 -0.10928457849172868 -0.17625212855637071 -0.11198204363291177 -0.14701389686317209 0.020810914225876335 -0.081288188695907579
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 5 -3 -5 17 9 8 -8 26 -11 16 13 15 -14 -7 -4 -1 19 -19 -21 -10 -9 -24 25 -18 27 28 -2 30 -28 32 34 -34 -32
right_child=1 3 11 4 -6 12 7 22 21 10 -12 -13 14 -15 -16 -17 24 18 -20 20 -22 -23 23 -25 -26 -27 29 -29 -30 -31 31 -33 33 -35 -36
leaf_value=0.071266576543795396 -0.10158513501725737 0.00057003090348870292 -0.029198622852089691 -0.0082415857843795987 0.071712974428842419 0.03468845059606359 0.018744711274415005 0.029643445578726526 -0.15935431734431793 -0.0021412906619570488 -0.066030822454715976 0.02839366904200355 -0.10920843990443159 0.14046469875792608 -0.0016460169290575457 -0.0040999376998928421 0.074343989627391152 0.039609203290617893 0.049829162145958235 -0.067519304663134369 0.011757366012665917 -0.04920381511404507 0.043719154391493119 -0.015908666828320716 -0.013865065834890826 0.003778527153628539 0.087541913199057977 0.031419546149189327 -0.021747636452808791 -0.0041751855953254093 0.089821722431269055 0.020897573014863051 -0.096128239721714609 -0.015760962144745736 0.0024570307199777083
leaf_weight=0.81665159623662731 0.3632957775153044 84.49564892568651 2.2009726240648879 0.82865404900803685 1.0346120006870467 2.8479209528341016 0.6113431227859113 1.1629790909937607 0.16919070074800702 1.1956867008775582 1.3039385800220769 3.0842395315776221 0.22798747383421591 0.28815287665929634 8.5769781051130849 3.3309520586626595 0.52863169088959594 3.2971167802898025 2.1576229963538927 0.52871091145425708 10.127554421400411 3.0901603603269905 0.69453926302957825 13.121751865070108 6.5347963131498537 40.826383002782677 0.73303472026600403 0.76141578151145939 5.4306150341071762 68.936369617710625 0.37278681190218699 4.4094797029902102 0.54121954375295933 2.0736291402427014 1.7676503104903531
leaf_count=107 136 24784 332 226 227 1073 299 262 18 463 284 405 85 52 2316 980 36 733 354 144 1810 2054 120 4098 854 5754 145 429 2542 24190 105 791 128 719 802
internal_value=0 -0.00307647 0.0069405 0.0013378 0.0361546 0.0144808 -0.00664789 -0.0165231 -0.0432867 -0.00452992 -0.0354695 0.00237454 0.00567002 0.0194229 -0.00443114 0.0137781 0.000772466 0.0224298 0.0199543 0.0153347 0.00782405 -0.0549217 -0.00960729 -0.0129112 0.00214991 0.00468055 -0.00362422 -0.0199967 -0.0267537 -0.00226279 0.0110567 0.00493914 -0.00985879 -0.0323953 0.0176728
internal_weight=0 193.098 85.3747 86.3589 1.86327 32.1996 106.739 18.85 3.87069 87.8891 2.49963 53.175 15.272 6.46703 8.80497 6.17887 50.0908 16.9277 16.111 13.9534 10.6563 3.25935 14.9793 13.8163 47.8898 41.355 85.3895 6.55533 5.79391 78.8342 9.8978 9.16477 4.75529 2.61485 2.14044
internal_count=77857 62822 15035 25237 453 7654 37585 6851 2371 30734 747 7381 4506 2105 2401 2053 6976 3148 3041 2687 1954 2072 4480 4218 6644 5790 29987 3107 2678 26880 2690 2545 1754 847 907
shrinkage=0.1


Tree=84
num_leaves=36
num_cat=0
split_feature=3 9 3 9 9 8 4 0 8 11 9 9 4 4 14 4 3 2 14 3 14 3 3 8 0 14 2 14 3 2 8 3 8 0 4
split_gain=0.590601 0.23914 0.31881 0.278851 0.315245 0.305105 0.320728 0.249101 0.230373 0.256412 0.236945 0.2269 0.428725 0.453039 0.328747 0.324713 0.302832 0.292659 0.27732 0.230849 0.323335 0.321336 0.34979 0.242973 0.231526 0.293479 0.27836 0.239776 0.229672 0.228781 0.224915 0.220246 0.210294 0.205682 0.205548
threshold=-0.37341326510068024 -0.42447059611136456 0.82796699037953669 -0.42449237182921723 -0.43694560427139556 0.127444609763566 0.0048528872430324563 0.011786240618675949 -0.30886039864185472 -0.023300041177568728 0.23249915801605789 -0.51857902193855698 0.0037132792640477423 -0.019853234756737944 -1.2199555445530443 -0.026287944987416264 -0.99009268834197417 6.8948993430240088e-06 -0.51311950631711201 -0.88674592851168643 -0.56774319508199678 -0.63451611180789758 -0.79660367344331451 0.0074219287462421301 0.028606249019503597 -0.12903311945048104 1.6887645870156124e-05 -0.11129070335623285 -0.86269021609041363 3.3613476261962212e-05 -0.16090164705478002 -0.48347391665447498 -0.58334867273694546 0.00011708668898791076 0.066051623784005656
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=11 3 8 4 33 6 7 -5 32 10 -10 12 13 15 -15 -1 -14 -16 30 23 21 22 -21 -13 25 28 -27 -28 -22 -20 -18 -19 -3 -2 -8
right_child=1 2 -4 5 -6 -7 34 -9 9 -11 -12 19 16 14 17 -17 18 31 29 20 24 -23 -24 -25 -26 26 27 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.0060257492110541225 -0.064152760875906517 -0.027517427398530747 -0.020487812026521321 0.0066076057830711452 -0.035691038272294445 0.051203639662889357 -0.027393587495119089 0.055703423454121326 -0.0034076351871384285 -0.0055179724087366299 0.034562619683796779 0.013484229789629052 -0.067666433558311312 0.074879756154505747 0.046417672402842891 -0.070541214357275853 -0.0092785489225280637 0.00094503445064615449 0.0051116039114745999 -0.081380151114991833 -0.053893767367515499 -0.082334538957601594 0.035178179960445935 0.063492810063958099 0.02067305529046945 0.049740974440762989 -0.086550758495328339 -0.0076896614511563766 0.037622815109979446 -0.0452864317287585 0.047853503824763159 0.044025697138709879 0.028498514643318131 0.0019683832492234025 0.0079264281821268181
leaf_weight=3.9275323884794489 0.47734730574302275 0.8155574871925636 12.151830590719326 2.0386449929792416 2.5182950476446413 2.0063132923096409 2.3890992415836081 2.0959268391598016 3.4270111792138769 109.17919827932383 3.1578616855404107 40.115047017967299 1.1395304067991672 0.90006157709285872 2.1354524637572458 0.97351179414545441 1.9529483660589906 9.9914511691313237 1.3299939734861235 0.37748791615013044 0.30591818853281472 0.85321077463595685 0.80977434481610555 0.99567319562629464 7.4049930181827213 0.82704369202838002 0.39750559022650733 12.818545350368359 2.6470772513566851 2.7907190953555983 1.0647348781931212 1.346649855724533 3.7602958770730757 32.570024679458584 5.3093166066100821
leaf_count=471 49 149 8965 244 610 242 477 510 1022 37801 637 7562 126 66 125 93 175 989 93 48 73 181 173 171 2447 109 111 3155 722 375 112 169 736 8199 700
internal_value=0 -0.00283694 -0.00505107 0.00310082 -0.00158561 0.0151445 0.00903058 0.0314956 -0.00349228 -0.00436216 0.0148015 0.00688772 -0.000760398 0.00741438 0.0163667 -0.0188407 -0.0197949 0.0124579 -0.0121529 0.0100072 0.002718 -0.0355223 -0.00188134 0.0146954 0.00591574 -0.000513843 -0.00653964 -0.0100616 0.0281421 -0.0290201 0.0108795 0.00606182 0.0185148 0.00101331 -0.00303466
internal_weight=0 181.897 132.492 49.405 35.5657 13.8393 11.833 4.13457 120.34 115.764 6.58487 95.1049 27.5526 19.2747 14.3736 4.90104 8.27793 13.4736 7.1384 67.5523 26.4416 2.04047 1.18726 41.1107 24.4011 16.9961 14.0431 13.2161 2.953 4.12071 3.01768 11.3381 4.57585 33.0474 7.69842
internal_count=77887 60341 49310 11031 8858 2173 1931 754 40345 39460 1659 17546 2794 1913 1349 564 881 1283 755 14752 7019 402 221 7733 6617 4170 3375 3266 795 468 287 1158 885 8248 1177
shrinkage=0.1


Tree=85
num_leaves=36
num_cat=0
split_feature=3 9 6 3 6 9 15 15 6 13 15 13 3 3 0 0 3 6 13 6 7 0 6 3 6 15 15 15 3 6 15 13 15 15 6
split_gain=0.616726 0.238579 0.290768 0.288706 0.280503 0.225291 0.380559 0.30506 0.491025 0.395112 0.35632 0.390207 0.373741 0.467819 0.373532 0.354093 0.334814 0.334004 0.308177 0.272999 0.311223 0.268944 0.228277 0.373857 0.212736 0.554063 0.33164 0.233696 0.225026 0.208478 0.29332 0.300454 0.279127 0.471974 0.230587
threshold=-0.37341326510068024 -0.42447059611136456 -0.79385872189638029 0.96064873466457368 -0.83577246879049871 -0.2724446550875726 -1.0673087349338515 -0.070242785696135498 -0.70535880592270239 0.00059894934435379221 -0.40112070779823922 0.00018222493361713608 -0.63451611180789758 -0.982322948926594 0.001124682661611587 0.00018083125905832278 -0.97478419211984135 -0.91936258194869591 0.0036323010723284138 -0.57519852872506383 -0.029359311252328157 0.00042410005698911851 0.1032744364258897 -0.94337067892774928 -0.10325741072000715 0.080471726588686968 -0.013155646876535176 -0.042646394927323091 -0.99490460063589115 0.39607888114629725 -0.68849987677915903 -0.010278861001782961 0.57221904627333897 0.27793835915516168 0.69173928046962396
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 4 -3 -2 7 -7 8 9 17 11 -10 13 14 -12 18 19 -1 -9 20 -17 -21 -15 -24 26 27 28 -26 -23 -8 34 -32 33 -33 -31
right_child=1 3 -4 -5 -6 6 29 15 10 -11 12 -13 -14 22 -16 16 -18 -19 -20 21 -22 24 23 -25 25 -27 -28 -29 -30 30 31 32 -34 -35 -36
leaf_value=0.055783837675054883 0.010101776922450916 -0.004003740129401313 -0.00044992146491797282 -0.024913838913750368 0.053694951558435788 -0.079911707103876628 0.016814526501314028 0.022418256130961635 -0.02560521822945018 -0.099430281047770658 0.022248718679261332 0.024539167115777718 0.084318503250236779 0.028214969822796445 0.10311662690460784 0.026508373185276518 -0.0019164655632954064 -0.055058635040076492 -0.044423602925881996 -0.097644845031789676 -0.058033956999922802 -0.053022414119476682 -0.069939355683736368 0.01237408770732292 -0.025198422200382337 -0.057707640378226788 -0.012555354700177499 0.066444839128901381 -0.15655760682957465 0.0046928989437165052 0.03055575472418345 -0.0019797126287059027 0.041380242801150408 -0.059478413877690289 0.10819993068495555
leaf_weight=0.53039719091611903 6.5680448863713536 124.80161090150887 41.040680288875592 6.9719064262344537 1.9039200267288814 0.4529704976011989 34.05822903472108 5.7929970970144522 3.0079976065317178 0.65289515843323886 1.214021743508056 3.205708652822068 1.1715927915647597 2.2420726053242097 1.0786979761469409 1.4354131226464235 11.268819101820551 0.5577146712748825 0.7829993120394646 0.74924248317257003 0.62504352701944288 0.42104765621479601 0.84154040314024303 1.6024960738723169 0.42957370996009525 1.4217048485588746 0.73203278420260154 0.7899611047469085 0.41864469612482935 0.39874175727891525 2.8888551269883509 12.344578609943705 1.213080378129235 1.6142660656696524 0.46764387619623449
leaf_count=75 1344 43917 9332 5393 355 134 7444 449 288 83 129 321 120 303 207 199 1867 84 60 82 99 69 131 273 82 193 113 123 69 114 623 3030 271 433 78
internal_value=0 -0.00288635 0.00303185 -0.00511006 0.0198986 0.00708075 0.0113582 0.00150195 0.012224 -0.0379303 0.018303 0.000264734 0.032055 0.0232811 0.0602961 -0.00544209 -0.0125969 -0.00102877 0.0144594 -0.0297351 0.000862289 -0.0424401 0.00517116 -0.0159684 -0.0326224 -0.0152879 -0.0617525 0.0341641 -0.104642 0.0121384 0.00372408 0.000997521 -0.0046306 -0.00862913 0.0605623
internal_weight=0 181.286 49.5126 131.774 8.47196 94.411 53.4384 40.9726 16.1051 1.74101 14.3641 6.21371 8.15042 6.97883 2.29272 24.8675 18.2915 1.08811 6.576 7.02266 2.06046 4.96221 4.68611 2.44404 4.21296 2.64124 1.57173 1.21953 0.839692 52.9854 18.9272 18.0608 15.1719 13.9588 0.866386
internal_count=77887 60341 11031 49310 1699 17546 12127 5419 2014 242 1772 609 1163 1043 336 3405 2896 159 509 1029 298 731 707 404 649 398 251 205 138 11993 4549 4357 3734 3463 192
shrinkage=0.1


Tree=86
num_leaves=36
num_cat=0
split_feature=8 9 6 9 5 14 6 6 6 14 14 14 8 7 6 8 6 13 12 14 8 13 8 8 13 12 8 8 9 12 5 7 6 5 7
split_gain=0.256964 0.279515 0.234083 0.22548 0.522827 0.330319 0.251746 0.247698 0.348312 0.274563 0.329629 0.387298 0.364525 0.239829 0.211439 0.369129 0.335106 0.249551 0.215509 0.199545 0.200924 0.260377 0.184081 0.182548 0.337749 0.327263 0.19744 0.179714 0.179229 0.178796 0.178601 0.17822 0.174059 0.172833 0.170281
threshold=-0.029022123632969337 -0.42447059611136456 -1.0545765984055875 -0.42449237182921723 -0.0011532432107713637 -1.0473838689220993 -0.78345512377583237 0.13179958964825447 0.081266305218032547 0.38726427364393567 -0.4669327891768445 -0.73743604265267659 -0.18798320194456961 -0.20907346123753676 -0.74593728726179875 -0.28334548148376815 -0.81442862453170606 -0.0026357644742049805 0.00066936998303749749 -1.2199555445530443 0.4492730157594948 -0.0042225661351424177 -0.025894139960406983 -0.099306149957096843 -0.0023837859105925036 -0.002401088891372439 -0.085789969338742125 0.38409914880488955 -0.069898999902964734 0.0024101870816573986 0.0028964009394739716 -0.052102987916677328 -1.0281458803831633 0.48117275982055041 0.13168827078821968
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 19 -3 4 -1 -6 -7 8 23 10 11 -9 -12 -13 15 16 17 -5 -17 -2 30 -22 28 25 -25 34 -26 33 -4 -15 -21 -10 -20 -24 -8
right_child=1 2 22 14 5 6 7 9 31 -11 12 13 -14 29 -16 18 -18 -19 32 20 21 -23 27 24 26 -27 -28 -29 -30 -31 -32 -33 -34 -35 -36
leaf_value=-0.04744448019006204 -0.03347415092785299 -0.037527561582917701 -0.089436305236254773 0.00020431704153418449 0.026535111543385372 -0.031305038329046214 0.0082615553954704796 -0.028716317702161903 0.097261345277441846 0.03455307473093825 -0.065348049914544223 -0.031568026483173292 -0.012559548018448156 0.051841562877410763 0.0037637942126201133 -0.0059979618942515266 0.09838808399669019 0.05831093986786641 0.048955435878444142 0.0078324848461456004 -0.04535019050113611 0.077260288928894361 -0.0036144230127436784 -0.061907423444113999 0.068771766374086996 -0.013282943013517859 0.017021273948246134 -0.028141725769703526 -0.017925921742748128 0.002192600314008105 -0.022678476868312106 0.019091852324613301 0.01011449589504574 0.091607715017834351 0.058350433336855759
leaf_weight=2.5110380139667532 1.2629947246459803 2.2613133160211865 0.47116348393319651 1.5793770735763251 4.0840542295482001 2.9850078882882363 2.0720244196709277 2.8237587646581219 0.60740693472325802 1.1941080489195872 2.2016479694284499 0.72215926786884566 3.223223872962989 1.8636354630580192 99.20606903857697 5.8503009636078769 0.85684454342117433 1.3892363696868415 1.6309852023332494 25.385644309135394 0.22107594460248947 0.79978284164098912 82.666244322218517 0.44538607029244293 0.98349820473231409 8.6521503055701015 2.944264487246989 3.042290699797376 1.3683884268757525 1.1875160915078593 2.0753999971784642 0.56108420935924985 3.943222732279537 0.19105258412309822 1.0093239630805326
leaf_count=638 316 1009 113 234 426 334 252 377 73 130 312 97 436 199 24739 1356 91 231 327 6366 47 315 33967 95 106 978 427 1804 400 124 634 67 690 78 99
internal_value=0 -0.00298284 -0.00576035 0.00318874 -0.00326712 -0.000313702 -0.00358922 -0.000875918 0.00700749 -0.0111806 -0.0157232 -0.000707522 -0.0339834 0.0202529 0.00544894 0.0164114 0.0432977 0.0273968 0.00740858 0.00542122 0.00714599 0.0507079 -0.00494161 0.00318291 0.0206211 -0.00331643 0.0299794 -0.00427131 -0.0362418 0.0325181 0.00552658 0.0597261 0.0214792 -0.00339486 0.0246686
internal_weight=0 119.745 90.0005 154.527 40.0713 37.5603 33.4762 30.4912 17.2751 13.216 12.0219 6.59707 5.42487 3.77331 114.456 15.25 3.82546 2.96861 11.4245 29.7449 28.4819 1.02086 87.7391 16.1066 4.37315 11.7335 3.92776 85.8996 1.83955 3.05115 27.461 1.16849 5.57421 82.8573 3.08135
internal_count=77887 45049 37371 32838 5170 4532 4106 3772 2097 1675 1545 797 748 420 27668 2929 556 465 2373 7678 7362 362 36362 1957 628 1329 533 35849 513 323 7000 140 1017 34045 351
shrinkage=0.1


Tree=87
num_leaves=36
num_cat=0
split_feature=1 0 9 8 7 8 4 14 9 9 4 4 4 0 8 5 5 7 1 14 14 9 9 14 4 7 4 14 14 4 4 14 8 8 1
split_gain=0.347388 0.223696 0.408428 0.343929 0.322486 0.301381 0.187319 0.184204 0.183507 0.324152 0.266911 0.442523 0.378489 0.367715 0.356016 0.278503 0.291716 0.253222 0.224119 0.208126 0.260711 0.195396 0.194962 0.182791 0.229867 0.217544 0.289037 0.179427 0.368502 0.197533 0.393327 0.177535 0.169876 0.204754 0.161615
threshold=0.023403184488415722 0.02680744789540768 -0.28722584863440498 -0.024573828824576087 -0.20073103730519262 1.0000000180025095e-35 0.025037091225385669 0.16029057434254065 -0.42449237182921723 -0.53157799133440198 0.0048528872430324563 0.0028257728845346723 0.016107797622680668 0.10732978209853174 0.014489956759691476 -0.01436983011459903 -0.0022768542608006185 -0.5304447338645325 0.022016655653715137 0.35472027023276231 0.39721814714385784 0.85628955194357415 0.40246848924636441 -0.0038846434244171105 0.0059668198227882394 -0.014833747338409075 0.013176759937778117 -0.044053084673634564 -0.024020424761037138 -0.00030702432195539581 -0.0029037450440227981 0.32149758256193439 -0.34050347137032239 -0.32852137395751507 0.026367930695414547
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=8 2 6 -4 5 -5 34 -6 9 27 11 13 17 15 -15 -10 -17 -12 19 21 -21 31 -13 24 -19 26 -26 -1 -29 30 -30 -18 -14 -34 -2
right_child=1 -3 3 4 7 -7 -8 -9 10 -11 12 22 32 14 -16 16 18 23 -20 20 -22 -23 -24 -25 25 -27 -28 28 29 -31 -32 -33 33 -35 -36
leaf_value=0.0038300462986694001 -0.0072081116290259725 -0.0019131208566225523 -0.0071756658982454176 -0.11068471808643819 -0.044427262689807713 0.032741431473196671 -0.027137725548691455 -0.092933298026529484 0.012132896142000077 -0.05206329444422151 -0.054189670386500612 -0.012429305183021587 0.024177889733326071 0.017470964949908668 -0.1081554494983988 -0.073233558358651765 -0.00086802663099733017 0.095282435425851977 0.066694731287974443 -0.09192165853749977 -0.013650125499427568 0.069594295739918849 -0.062452917119254429 0.018825374200536184 -0.02105228027805061 0.05995699038460283 0.05869027255650925 -0.086842030442722817 -0.0012798653194132296 0.0053508130923584172 -0.07796564177893274 0.064934931249909941 -0.079408473773714225 0.0051499697466817086 0.048803059699563313
leaf_weight=24.075071190600283 0.78737473627552379 119.83572602394452 4.1971477778533872 0.18188639989239064 2.2405243590092145 0.7532071286404971 0.78763001169136249 1.2034057407436192 25.362218447437041 1.2698925889562804 0.35675924087990907 1.7144102826860028 4.988946317585941 0.37319135347206511 0.57033486264117528 0.56765780498972418 22.78824563153832 0.7898346406291229 0.48313351461547327 0.48578349221497719 3.432095402131381 0.41438785055652161 1.4281138941005336 5.225822158779919 1.1021455300142409 1.8819258773582985 0.77357402481720772 0.62772499956190575 1.9609217068646105 4.8033453493553662 1.0150702425744382 0.41752075769181729 0.28875267562761919 34.619165475771297 1.4899916612412196
leaf_count=2624 187 46775 1265 36 993 290 183 342 6194 332 109 452 830 94 141 280 4478 127 153 70 626 75 237 1086 296 388 119 66 224 547 117 70 54 7629 398
internal_value=0 -0.00319873 -0.016433 -0.0276306 -0.0472361 0.00484339 0.0148993 -0.0613766 0.00393693 -0.00249963 0.00594729 0.00133314 0.0113002 0.00342239 -0.0584666 0.00450474 -0.00226249 0.0285621 -0.00082474 -0.00200932 -0.0233551 0.00153132 -0.0351624 0.0315828 0.0462433 0.0359356 0.0118347 -0.000561934 -0.0131391 -0.00719194 -0.0274363 0.000315908 0.00691735 0.00445052 0.0294378
internal_weight=0 131.477 11.6412 8.57617 4.37902 0.935094 3.065 3.44393 141.816 33.752 108.064 58.0371 50.0269 54.8946 0.943526 53.951 28.5888 10.1301 28.0212 27.538 3.91788 23.6202 3.14252 9.7733 4.54748 3.75765 1.87572 32.4821 8.40706 7.77934 2.97599 23.2058 39.8969 34.9079 2.27737
internal_count=77887 50469 3694 2926 1661 326 768 1335 27418 3910 23508 12870 10638 12181 235 11946 5752 2125 5472 5319 696 4623 689 2016 930 803 415 3578 954 888 341 4548 8513 7683 585
shrinkage=0.1


Tree=88
num_leaves=36
num_cat=0
split_feature=4 13 14 12 9 4 14 14 7 0 15 4 4 15 12 15 7 4 4 15 12 7 12 15 4 9 9 9 7 7 13 4 14 4 15
split_gain=0.207742 0.279141 0.202565 0.204676 0.223732 0.205689 0.257445 0.237101 0.223649 0.196173 0.177383 0.188436 0.164009 0.482092 0.179149 0.407931 0.212081 0.18734 0.235897 0.174729 0.301242 0.303881 0.244103 0.498554 0.242562 0.327765 0.224239 0.217625 0.216305 0.201949 0.216993 0.199701 0.29083 0.232857 0.195772
threshold=0.095621991902589812 0.010304798666720712 -0.83329034253057366 -0.010846179363160974 0.026560300880870098 0.19170121103525165 0.48976689293032721 0.62509648209759516 0.65027084029121152 1.0649439445842292e-05 -0.37293362232555266 -0.035107620991766446 0.081042602658271803 -0.1867335361042575 -0.0097719328108708241 -0.081300674028768338 -0.5532488909435791 -0.017543705791467797 -0.036666047759354108 -0.14742041662059005 0.0077118580833701643 -0.50971147299971309 0.0064685126846623043 -0.49349985806958813 -0.042090146394912147 0.8561393482908527 0.79424222342008777 -0.53869112564242327 -0.28160216711629488 0.28237980721627859 0.0019727131973771195 0.0048528872430324563 0.9487323933868359 0.0059668198227882394 -0.24794715695124339
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -2 4 -4 8 -7 -8 -5 10 -1 -12 14 -14 15 17 -17 18 -11 22 31 -22 27 26 -25 -26 -24 -16 -28 30 -29 -21 33 -33 -32
right_child=2 -3 3 5 -6 6 7 -9 -10 12 11 -13 13 -15 19 16 -18 -19 -20 20 21 -23 23 24 25 -27 28 29 -30 -31 34 32 -34 -35 -36
leaf_value=-0.028338202216278342 -0.071026496671009229 -0.015144149330027851 0.004017106092178673 0.011491386805276912 0.066764518153947738 -0.0066388836647589379 0.076815652152262909 -0.0015489122879206328 0.061409109951901103 -0.0012855378109937984 -0.0088871368431090794 0.038409920289182692 0.060457250251567889 -0.039011648340422589 -0.043417485254895312 -0.083003380862050724 -0.019118187413431298 0.00041193518607232139 0.082891424196192026 -0.0019492155845929578 0.060790661686546857 0.010170125471283837 -0.004328094324610645 -0.076168663912815529 -0.012947728968270282 -0.061965064456335206 -0.024919081468127827 -0.0061172550613249679 0.064905935820442698 0.02022411852396036 0.018805233416653189 0.041481124628550942 0.063798429875992851 0.003576702587616862 -0.012969446411052927
leaf_weight=0.68064211042656086 0.32292411522212461 13.027036079143725 1.0679015706482524 13.096557758191917 1.2144958173885241 12.996404577976135 0.75108319074206409 0.79451475954556372 0.96358455449808467 0.66322788627621776 1.1269194152555426 3.335861694184131 0.586767214983411 2.873041284554346 1.1436985903710581 0.54722588234289915 10.307985871608251 7.8705707283115789 0.6684587098425252 86.610175447678557 1.2510995232732991 22.757246328066685 2.7442702298576469 0.96815288984362169 6.4915086703495017 1.7270897502312434 0.35026894800830621 28.444760796222909 1.1425738946709314 4.7545769912503593 7.7152639700580039 1.7188076710081137 0.88822908271686074 28.402607531643298 2.5899674879983632
leaf_count=92 85 5369 248 2963 326 3186 107 155 88 225 118 367 129 665 336 148 3499 2205 184 28035 243 5937 749 168 1612 305 64 7413 214 1402 1877 520 188 7942 817
internal_value=0 -0.000906387 0.00776392 0.00858774 0.0374059 0.0062881 -0.00205043 0.0365323 0.0149124 -9.41819e-05 0.0192142 0.0264667 -0.00053909 -0.0221422 -0.000198977 -0.00920817 -0.0223387 0.00628097 0.0409683 0.000705887 0.00259998 0.012808 -0.00391349 -0.0157375 -0.0288255 -0.0232484 0.0126393 -0.000358499 0.0438301 0.000773486 -0.00161308 0.000516337 0.00740265 0.00573963 0.0108194
internal_weight=0 241.388 31.2075 30.8845 2.2824 28.6021 14.542 1.5456 14.0601 228.361 5.14342 4.46278 223.218 3.45981 219.758 20.0575 10.8552 9.20226 1.33169 199.7 141.628 24.0083 58.0721 13.4239 9.18675 8.2186 4.23711 44.6483 1.49284 43.5046 38.75 117.62 31.0096 30.1214 10.3052
internal_count=77981 70823 7158 7073 574 6499 3448 262 3051 65454 577 485 64877 794 64083 6261 3647 2614 409 57822 42865 6180 14957 3112 2085 1917 1027 11845 278 11509 10107 36685 8650 8462 2694
shrinkage=0.1


Tree=89
num_leaves=36
num_cat=0
split_feature=2 3 3 2 15 14 2 15 14 7 2 1 2 1 2 2 15 14 14 3 2 15 14 0 3 14 0 15 3 1 7 1 2 3 0
split_gain=0.502285 0.231399 0.188435 0.28898 0.273876 0.190273 0.232278 0.20071 0.348298 0.246541 0.206583 0.191846 0.184758 0.180934 0.296479 0.177685 0.166622 0.161428 0.242726 0.207094 0.182616 0.158795 0.180074 0.189366 0.157521 0.262071 0.157898 0.155449 0.150624 0.150382 0.148669 0.180374 0.148514 0.159054 0.148141
threshold=0.00020317587768658998 -0.98496595428196076 0.3759993535932154 0.40741282701492315 -0.037096516861984112 1.1710631512953433 0.080565404146909728 0.64247124061304783 0.25430054852657574 0.16751523698141066 0.3686624020338059 0.39144438505172735 0.062769684940576567 0.014163022860884668 0.059428660199046142 0.10683605074882509 -1.0080331991328919 -0.029943962568364891 -0.22461533697479055 -0.39407749913516449 0.0025745675666257743 -0.66823820815534474 0.66074134231810577 0.000261415436398238 -0.96743686011177477 0.036863436414764784 0.0023236903361976151 -0.5545247278632347 -0.13937420956790444 0.0020694554550573234 0.052358865813479198 0.002748642000369728 0.076399624347686781 0.1255158176791156 0.06548574194312097
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=16 27 5 4 -4 7 -7 10 13 -10 11 24 -13 17 -15 -8 29 18 20 -19 -9 22 23 -18 25 30 -27 -2 -11 -1 31 -3 -16 -34 -5
right_child=1 2 3 34 -6 6 15 8 9 28 -12 12 -14 14 32 -17 21 19 -20 -21 -22 -23 -24 -25 -26 26 -28 -29 -30 -31 -32 -33 33 -35 -36
leaf_value=-0.036111425525656791 -0.030806695147686143 0.057696600644015966 -0.11037611214454451 -0.021792933668223193 0.015536682686263495 0.035904028554697258 -0.08722177978779147 -0.052487257418670864 -0.026605595345646379 -0.12858576516049472 0.037304429863053344 -0.035113662671057706 -0.0048377464230598168 0.027490083750826767 -0.075204744389129941 0.015273755996273891 -0.020006669607760649 -0.0085788960685354472 0.048578682512943866 -0.11601212790251519 0.0058740890258486521 0.0088168614641831143 0.079165892923142689 0.035543378104117888 -3.3701075736781607e-05 -0.11274151916940814 -0.032997656357949205 0.020906110339940324 -0.03966380083162302 0.016631849188709833 -0.04674401558810215 -0.010759373422193838 0.032594793290573465 -0.042987872005976133 -0.0044275087160585347
leaf_weight=1.4809673009440296 0.64084974132856576 0.56890725595803804 0.53451544970448595 6.3450318680497757 0.25523834448540839 2.6319735803554063 0.2995722644845954 1.1731414409587171 1.8774538961879446 0.47696195071330294 1.3998147915553989 3.1391651427074958 5.6315919764110731 2.9137994982738746 0.44693789930897754 0.38846159633249044 0.84288758400361974 0.34764813983929344 0.55028100384515699 0.37080947894719241 0.98743367797578674 43.19939248591254 0.62784693410503667 2.2565778540592873 158.83070789126214 0.39928815083840141 0.65665285952854902 6.2543412410268493 0.31716221981332626 0.85133972298353899 0.58683961319911748 1.190056141824243 0.53163121144461889 0.58455757964111399 21.758985316689177
leaf_count=167 107 147 130 3634 139 594 60 150 564 93 572 1316 2371 658 104 142 96 59 94 89 161 5794 86 237 44087 77 190 1406 105 85 133 381 186 195 13572
internal_value=0 -0.00193278 -0.00251058 -0.0100246 -0.0696827 -0.00134522 0.0223802 -0.00177569 -0.0151465 -0.0463626 -0.000955326 -0.00126852 -0.0156739 -0.00459831 0.0086417 -0.0293531 0.00922896 -0.021883 -0.0107135 -0.0640272 -0.0258147 0.0105256 0.0303294 0.0204368 -0.000489721 -0.0217817 -0.0631516 0.0160998 -0.0930716 -0.0168591 -0.00315947 0.0113816 -0.0264933 -0.00698849 -0.00834809
internal_weight=0 222.09 215.195 28.8938 0.789754 186.301 3.32001 182.981 10.5778 2.67158 172.403 171.003 8.77076 7.90624 4.47693 0.688034 49.259 3.42931 2.71086 0.718458 2.16058 46.9267 3.72731 3.09947 162.232 3.40174 1.05594 6.89519 0.794124 2.33231 2.3458 1.75896 1.56313 1.11619 28.104
internal_count=77981 71516 70003 17475 269 52528 796 51732 2458 762 49274 48702 3687 1696 1143 202 6465 553 405 148 311 6213 419 333 45015 928 267 1513 198 252 661 528 485 381 17206
shrinkage=0.1


Tree=90
num_leaves=36
num_cat=0
split_feature=3 5 8 4 4 14 14 4 14 14 4 4 2 9 9 0 14 3 5 3 0 5 0 2 0 5 0 8 9 4 8 3 2 5 14
split_gain=0.459443 0.395015 0.232036 0.225613 0.21714 0.304553 0.328337 0.280653 0.263157 0.247199 0.202665 0.262911 0.214801 0.219895 0.310076 0.278275 0.378154 0.289591 0.219273 0.214352 0.307617 0.206237 0.284415 0.201752 0.389231 0.25227 0.302984 0.29704 0.281963 0.26466 0.250373 0.235538 0.223192 0.20319 0.199677
threshold=-0.18946701369713989 -0.01436983011459903 -0.025894139960406983 -0.22255242080427703 -0.02085894905030727 0.04203250255629206 0.068543134431050021 -0.031320224516093724 -0.024020424761037138 -0.097806365736379228 8.8385146227665259e-05 -5.5572372730239286e-06 0.036158451810479171 -0.082014123684833309 -0.05596737840968187 0.00080206294660456489 -0.21121957184731255 -0.061613415367901318 -0.1099517838679997 -0.026624350459314879 0.40896385908126837 0.13348200095191201 0.002927077817730606 0.067914605140686049 0.21677922457456592 -0.011973977135523341 0.22649514675140384 -0.036663136153522853 -0.15073282181304265 -0.014169455505907534 0.075021492540885762 -0.0053529068827629081 0.090888839215040221 -0.10928457849172868 -0.30320092344778377
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 2 4 -3 7 -6 -7 8 9 -1 11 12 13 18 -15 16 -16 -17 -2 -19 -21 23 -23 24 30 -25 27 29 31 -27 33 -29 -30 -14 -13
right_child=10 3 -4 -5 5 6 -8 -9 -10 -11 -12 34 21 14 15 17 -18 19 -20 20 -22 22 -24 25 -26 26 -28 28 32 -31 -32 -33 -34 -35 -36
leaf_value=0.014570120745573515 -0.039497824177339561 -0.067757054042614409 0.036403669222640926 0.0011935805979288914 0.01756598396924967 -0.0628285006658445 -0.00027055857868092139 0.059686059115041636 0.026105332364886644 -0.060418559122859629 0.00054435204443811249 -0.0027470264644715837 0.033039089391039292 -0.087152502045814761 -0.14750149709197541 0.014003264645304443 -0.02751823965111061 -0.047739281837349309 0.0040910121501266669 -0.0021558392685631016 -0.090510735222258817 0.090916880333835173 -0.015830605173214062 -0.011157091044697458 -0.043028200966181623 0.085590695605752803 0.023434016796132842 -0.094025111924582724 0.018218558326611619 0.0043988752569992023 0.048506986992520602 0.014528828992252147 -0.044258800196845381 -6.5624318961735259e-05 -0.029383277219144712
leaf_weight=1.0123250459673725 1.3303465893259261 0.47790463148703466 3.9426323770712761 67.74386548149414 11.824168310293318 0.90116919185675115 12.158754087926352 1.7731625692322248 5.5519325913774082 0.77700894461304404 77.264787266826715 4.3415737287577931 2.8203797704645677 0.68397847465530581 0.36574612393451389 2.9756760324962643 0.93216752179432372 2.3633802546246425 8.7099890290846833 4.1146265778807019 0.43578161278855976 0.25576251384336401 10.350889557455956 15.022672144614258 1.1013916763040459 0.59753184566943662 6.5157608424015061 0.21397889312356744 0.70098672859603928 1.2236458205370571 2.314127340403501 3.0336060264708058 3.1022600278956816 5.4113536905642832 8.000845674732771
leaf_count=352 431 84 1195 10353 3554 242 3238 434 1207 267 24090 1282 765 164 48 992 212 735 1758 1557 112 52 4769 8683 422 123 2444 41 226 299 649 1084 1183 1524 3410
internal_value=0 0.00525955 0.013439 0.00071057 0.010776 0.00593931 -0.00458722 0.0239809 0.0153569 -0.0179933 -0.00318206 -0.00649459 -0.00425716 -0.0125775 -0.0217903 -0.0177942 -0.061329 -0.0120806 -0.00168452 -0.023307 -0.0106174 -0.000795388 -0.0132566 0.00234723 0.0135387 -0.0019391 0.00706017 -0.00496507 -0.0142644 0.0310381 0.0194464 0.00737635 -0.0327434 0.0112768 -0.0200137
internal_weight=0 106.163 37.9412 68.2218 33.9985 24.8841 13.0599 9.11443 7.34127 1.78933 164.183 86.9185 74.576 21.9117 11.8714 11.1874 1.29791 9.88946 10.0403 6.91379 4.55041 52.6643 10.6067 42.0577 11.6473 30.4104 15.3878 8.87201 7.05083 1.82118 10.5459 3.24758 3.80325 8.23173 12.3424
internal_count=77981 20926 10489 10437 9294 7034 3480 2260 1826 619 57055 32965 28273 6009 3820 3656 260 3396 2189 2404 1669 22264 4821 17443 3360 14083 5400 2956 2534 422 2938 1125 1409 2289 4692
shrinkage=0.1


Tree=91
num_leaves=36
num_cat=0
split_feature=1 0 0 1 10 0 8 9 6 6 6 6 6 7 6 1 8 9 9 1 1 11 7 11 9 9 0 1 10 7 11 0 0 0 1
split_gain=0.279551 0.275259 0.401198 0.221325 0.322415 0.317456 0.218829 0.187996 0.339402 0.435284 0.236511 0.643282 0.323625 0.224936 0.381869 0.337062 0.325602 0.185654 0.306757 0.214558 0.385133 0.253316 0.228969 0.216069 0.185164 0.263249 0.19238 0.18352 0.177684 0.173412 0.16261 0.242776 0.184747 0.146678 0.145678
threshold=0.095686297863721861 0.072538286447525038 0.076234992593526854 0.11522382870316507 -0.092570822583838377 0.094977758824825301 -0.26187856363003031 0.8561393482908527 -0.57519852872506383 -0.87493598675413264 0.35480454505052167 0.4642862504493584 0.27519923219798309 -0.0087731047645524928 -0.30619488912572362 0.0075630515348166236 -0.1736395230750806 0.18816680043221506 -0.079157142273485234 0.15271598100662234 0.16877678036689761 0.0053576810770824103 -0.058492236102694307 -0.0030218807312984374 0.12526105051418418 0.1192143865568724 0.061655467376112945 0.12175823375582696 -0.06048100972872953 -0.47363443894301743 0.0056168436497441481 0.48118905723094946 0.65887171030044567 0.88533842563629161 0.024115521460771564
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 -3 4 -4 -6 -2 24 9 -9 12 -12 13 14 15 -10 -16 18 29 21 23 -19 -22 -21 25 -1 -27 -8 -28 -5 32 -32 -24 -31 -15
right_child=1 2 3 17 5 -7 27 8 10 -11 11 -13 -14 34 16 -17 -18 19 -20 20 22 -23 30 -25 -26 26 28 -29 -30 33 31 -33 -34 -35 -36
leaf_value=0.0016183317764260166 0.047871934715965125 0.065513744268863014 0.010428215023113939 -0.036810303837901868 0.028575760586437876 -0.053185658626170522 -0.0010822938209810199 0.0085056831126602127 0.080276375846842538 -0.10168195597306938 -0.069025291098216313 -0.0035544154369083398 0.055434215212152374 0.027646433115353947 -0.070652745464938257 -0.022276896926948297 -0.0098902004097917873 0.066472808883965701 -0.017454568480418951 -0.10354043808606039 -0.010578491293829942 -0.012379997049804529 0.034525596579066217 -0.0094146377045982756 0.0085345846775096209 -0.069385465484305631 -0.029584260329987372 -0.035458811906389089 0.13282800593274824 0.0043814984485578993 -0.027140633466822141 0.041996343983131817 -0.0067201151050429123 -0.033852679378418848 -0.01251286862457862
leaf_weight=125.10588818913493 0.42013337085518276 0.84144561757420788 1.8861343927037522 1.1647002106910829 0.56180548334668801 3.0693343267921591 2.1258057974664535 0.64282740378985181 0.75145182921551323 0.81059545220341778 1.7593109002918925 10.210976944872526 1.2216191568877537 3.5678085306863077 1.1550068740034483 0.55881890759337693 3.7295125719101616 1.1869033369948763 14.368971037756639 0.50173420977807837 4.6598423248105965 0.6203388475041719 4.8775996646127151 0.47454136111627931 46.829910328013284 0.88278231176081934 0.21147302657482214 5.7629628247632354 0.098847194185509579 22.871127497786802 1.6191911279966009 0.74004560165485589 1.3970094007163423 1.0494077621588065 1.209493358095642
leaf_count=27011 125 280 696 370 206 1072 903 105 114 150 322 1790 233 618 165 114 783 296 10549 83 1498 178 1313 133 14517 547 167 2712 33 8814 488 334 511 494 257
internal_value=0 -0.00536006 -0.00306568 -0.00401092 -0.0231131 -0.0405356 -0.0224501 0.00198081 -0.00601461 -0.0529476 -0.00319167 -0.0131769 0.00661058 0.00117461 -0.0113991 0.0365383 -0.0242583 -0.00211304 -0.00580401 0.00694479 0.00283363 0.0394065 0.00728565 -0.0577884 0.00316387 0.00117249 -0.0455777 -0.0261953 0.0221494 0.000869498 0.0169273 -0.00545374 0.0253425 0.00270414 0.0174791
internal_weight=0 70.199 61.8901 61.0487 5.51727 3.63114 8.3089 198.746 25.6174 1.45342 24.164 11.9703 12.1937 10.9721 6.19479 1.31027 4.88452 55.5314 39.4542 16.0772 14.27 1.80724 13.2937 0.976276 173.129 126.299 1.1931 7.88877 0.31032 25.0852 8.63385 2.35924 6.27461 23.9205 4.7773
internal_count=77981 31055 27315 27035 1974 1278 3740 46926 4651 255 4396 2112 2284 2051 1176 228 948 25061 20227 4834 4360 474 4144 216 42275 27758 747 3615 200 9678 2646 822 1824 9308 875
shrinkage=0.1


Tree=92
num_leaves=36
num_cat=0
split_feature=3 14 11 6 3 6 5 2 5 2 3 5 5 14 6 6 6 6 14 14 14 6 6 6 6 6 6 6 8 3 14 2 5 6 5
split_gain=0.450091 0.295281 0.163159 0.185743 0.232141 0.252654 0.182247 0.192527 0.180824 0.179188 0.251816 0.247653 0.161896 0.316474 0.266125 0.730259 0.488338 0.312911 0.264947 0.256135 0.260743 0.418467 0.288171 0.270204 0.237087 0.391496 0.31349 0.26543 0.489055 0.340872 0.24131 0.233712 0.229192 0.242007 0.22083
threshold=-0.046659003943204873 1.1710631512953433 -0.012215321364208871 0.49109863368321377 0.98516813824880967 -1.5093364739538693 -0.17912835057370166 0.015870773233473304 -0.01058261793809675 0.039898425340652473 -0.035031518200412386 -0.1099517838679997 -0.01423446635073816 0.20072491219837027 0.095670119442456361 -0.36835627137753785 0.35480454505052167 0.51998020791300859 0.45180682167504854 0.014516578431018929 -0.061558736434732662 -0.38520898852304364 -0.68737003816478037 -0.35621061821423217 -0.87493598675413264 -0.32122619165930771 -0.93592428521103754 0.019132104891753401 -0.29103172857563653 -0.10574219282716511 -0.04144341422803699 0.015184409450739624 0.054254066314674283 0.17768127218621957 -0.11198204363291177
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 6 4 9 -6 7 -2 -7 -4 11 -11 24 19 15 -15 -16 -18 -17 20 -14 22 -22 -23 26 34 -1 28 30 -30 -27 -25 33 -21 -26
right_child=2 -3 3 -5 5 8 -8 -9 -10 10 -12 -13 13 14 16 18 17 -19 -20 32 21 23 -24 31 25 27 -28 -29 29 -31 -32 -33 -34 -35 -36
leaf_value=0.013168249891921793 0.039362897917133807 0.036457785111878575 -0.011158760573840135 -0.015368247219655899 0.11765272539645465 -0.058576476196286913 0.0057083862403766511 -0.075470761660561381 -0.01527942575977227 -0.034797634742341647 -0.0016397793086734905 0.054711624454374858 0.0043648365460908448 0.0058289937266565849 0.040680974198763507 -0.071581601248026414 -0.053840223603196874 0.0013142827697186863 -0.019889874719843922 0.011891972634453398 -0.0091675178666403411 -0.11824719197370304 0.033808018602020602 -0.013515363729127514 -0.032519989125137483 0.048596562355572692 0.072129247101078084 0.0056805941349569716 0.045174392200421284 -0.012438570027894509 -0.054331888089716888 -0.055237244330234941 0.025036754282259002 -0.042815274455693608 -0.0020307871701074186
leaf_weight=3.3077001173223834 0.19937361471238801 2.6786771306069559 21.201351886891644 18.13982748865692 0.11737010995057051 1.5212013153777659 18.820684035374143 0.54537292966415407 2.6361509311573164 0.39211331465048704 63.743288449730244 1.4601765398401756 43.259190414155448 4.0473770426251567 2.2013265773421145 2.7955424248502814 1.5129740621487142 3.2131788069236791 1.5365620077209312 2.7674657716415818 3.667169755724899 0.2949895792407905 2.7158098106629032 7.4798597243643652 3.0802467520989003 0.29530412406165851 1.2397590326945636 23.03829937143928 6.3154477149182631 1.2263753369770736 0.996048499819153 1.6363402141141703 8.7368331278885289 1.1423963934794299 10.383822704650809
leaf_count=669 82 493 6402 8434 64 1377 4883 248 1648 123 25113 406 6374 607 337 465 254 547 242 367 661 61 565 1505 901 72 240 7507 1649 427 231 440 1813 227 2516
internal_value=0 0.00357645 -0.00462111 -0.0061277 -0.00428716 -0.0270372 0.00378852 -0.044729 -0.0311221 -0.00316672 -0.00058359 0.0357633 0.00293303 0.000329082 -0.0127238 -0.0247127 0.00177789 -0.0163422 -0.053247 0.00311569 0.000349767 -0.0106472 0.00911758 -0.0240524 0.00747488 0.00529143 0.0292426 0.0113314 0.0260694 0.035806 -0.0307944 -0.0210044 0.0160311 -0.00409257 -0.00900596
internal_weight=0 139.569 128.777 109.211 91.0717 4.27472 19.5654 0.744747 4.15735 86.7969 65.5956 1.85229 136.89 87.007 15.307 8.37948 6.92748 4.72615 4.3321 71.7001 59.0534 15.7942 6.38298 9.41119 49.883 45.3355 4.54746 31.8715 8.83318 7.54182 1.29135 9.1162 12.6467 3.90986 13.4641
internal_count=77950 29170 48780 43567 35133 3089 5213 330 3025 32044 25642 529 28677 14465 2452 1314 1138 801 707 12013 9606 3232 1226 2006 14212 13303 909 9886 2379 2076 303 1945 2407 594 3417
shrinkage=0.1


Tree=93
num_leaves=36
num_cat=0
split_feature=3 13 4 9 3 4 3 7 13 7 7 7 9 9 1 13 3 1 4 1 1 3 8 8 1 3 3 9 8 4 4 3 1 9 8
split_gain=0.401582 0.215594 0.243763 0.211725 0.376824 0.270005 0.236968 0.297102 0.28515 0.217834 0.306668 0.212733 0.205319 0.237952 0.29582 0.290071 0.271659 0.226593 0.177731 0.195067 0.17249 0.167903 0.219437 0.194304 0.267535 0.235103 0.210314 0.315707 0.184041 0.174465 0.483463 0.326061 0.221281 0.210767 0.194564
threshold=-0.35406666697235772 -0.003621540819438082 0.52746407687664043 -0.51857902193855698 -0.88674592851168643 -0.0094451080949511362 -0.99702071928550129 -0.24128293939124443 0.00041102272010753435 -0.134013522950783 0.019211511557370175 -0.75315739861634279 -0.53355871336626615 -0.53355938687138649 0.0047546792775392541 0.0039657035958384846 -0.016614288091659542 0.21357730776071551 0.32918251678347593 0.14374615252017978 0.13049255311489108 -0.95999924423813343 -0.056550879712030121 -0.14085734574816755 0.00046031503006815916 -0.96743686011177477 -0.99575509902206238 0.12360380164867012 0.062187803412504676 0.0062575340270996102 -3.2543039196752939e-06 -0.94920907121922926 0.00012537384463939818 0.13075952077911734 -0.1736395230750806
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 18 4 5 9 8 -8 -7 -1 -11 -5 13 15 -15 17 -16 -3 19 20 -2 23 29 25 26 -13 27 -25 -24 30 -23 -31 -32 34 -33
right_child=1 12 -4 11 -6 6 7 -9 -10 10 -12 21 -14 14 16 -17 -18 -19 -20 -21 -22 22 28 24 -26 -27 -28 -29 -30 31 32 33 -34 -35 -36
leaf_value=-0.0055354402861603862 0.0056488145946288308 -0.036129193196653968 0.062293515235239218 -0.039192373749592613 0.011014322621459349 0.063564051419933876 -0.060825574230907321 -0.0066146650707033881 -0.0049127932962589743 -0.096230063794776152 -0.018013614115982065 0.0037695044529716584 -0.0068423506633032496 -0.0079210599734308093 0.012036220137998264 0.081216175086954667 0.052160906075870067 0.0055078663879364088 -0.047528343757520908 -0.0075987770571452357 0.0457830462129711 0.010951198440460282 -0.017999583781184134 -0.0743874497565159 0.038006975427894309 0.041883562230820459 0.02075364582732156 0.01602173986004372 0.047058700379521444 -0.053014226850115753 0.032124568215216691 0.024735202857837073 -0.038038587784507472 0.044192280378790562 -0.0040678914832264967
leaf_weight=1.2402563072973865 29.363253602399713 3.0815055733401104 0.67965693137375538 0.93759392851643397 11.627351347851798 0.97268559463554938 1.1578738678945208 7.9674208250944538 1.6224709685193373 1.0484313856577494 0.96050131635274727 15.622775037330941 111.40401022792321 5.0897168549709031 6.5695511272642761 0.30874931556172658 2.2704903872217965 2.2697521329100709 0.71435453441517793 12.798690224079108 1.1113971281229158 11.783145535715446 5.6811962594147181 0.67934657037403645 6.451905984977202 1.8054398370659352 3.6423574785585497 0.89521176589187235 0.47085655212867994 0.64519980762997775 0.51503926145960832 5.7253084142248536 3.5321201143815415 2.7748067401880681 3.9724364535286441
leaf_count=145 7994 970 64 228 1279 60 141 787 123 131 104 2939 42174 578 1094 119 605 785 176 5178 395 3122 1629 71 1459 318 469 130 124 167 77 1458 879 602 1376
internal_value=0 -0.00313644 0.002863 0.00502683 -0.00249141 -0.0129817 -0.00591045 -0.0134933 0.0207529 -0.038489 -0.0588336 0.00809681 -0.00518218 0.00425896 0.0112843 -0.013031 0.0223419 -0.0184687 0.00194473 0.00276143 0.00711249 0.00878747 0.00413117 0.0144044 0.0243913 0.00771785 0.00755239 -0.0229855 -0.0130202 0.00777619 0.00070928 0.0163044 -0.0291097 0.0198903 0.0129367
internal_weight=0 175.661 44.6674 91.7317 26.597 14.9696 11.7205 9.12529 2.59516 3.24919 2.00893 65.1347 130.994 19.5898 13.9298 5.66001 8.84004 5.35126 43.9877 43.2733 30.4747 64.1971 35.1001 29.097 11.6688 17.4282 5.21692 1.57456 6.15205 28.9481 15.8303 13.1178 4.04716 12.4726 9.69774
internal_count=77950 60132 13807 17818 2770 1491 1111 928 183 380 235 15048 46325 4151 2277 1874 1699 1755 13743 13567 8389 14820 9434 5386 2129 3257 670 201 1753 7681 4078 3603 956 3436 2834
shrinkage=0.1


Tree=94
num_leaves=36
num_cat=0
split_feature=2 9 11 9 8 2 12 11 11 11 2 9 2 10 8 2 10 11 9 12 9 10 10 12 1 1 0 9 9 9 9 12 1 9 8
split_gain=0.343852 0.24696 0.272542 0.224439 0.195034 0.185511 0.238933 0.173733 0.399294 0.257628 0.199873 0.147678 0.26535 0.258544 0.360445 0.324449 0.24242 0.223222 0.237699 0.21889 0.218434 0.209555 0.225915 0.278095 0.213312 0.206854 0.205119 0.216 0.203868 0.237685 0.202391 0.253285 0.189816 0.198519 0.193969
threshold=0.0023940367391332988 -0.30471413342285419 -0.0046230521546858127 0.8561393482908527 -0.58334867273694546 4.8548483391641646e-05 -0.0015463406729276715 -0.011166573027979312 -0.016248035978702394 -0.0081310164447659736 0.00018100175657309594 -0.42447059611136456 0.77422940731048595 -0.093975188097911402 0.21781325796486947 0.032718094065785415 0.68616721963547589 0.004992616135414101 0.14167965423848025 -0.004276785627174165 0.1253045203236561 0.011113259349544378 -0.067140697626915116 0.0060707884639065622 0.0091248569078743475 0.32569245994091039 0.20557675510644915 -0.53355938687138649 0.17500724305896503 0.19450622093306844 -0.24210785435390486 0.0111863720408199 0.022700862959027294 0.85277180979469869 0.027649719450122855
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 4 3 -3 -1 -5 -7 8 -6 -9 -10 13 17 15 16 -2 26 18 25 -14 30 22 24 32 -20 -13 27 -15 -23 -30 -19 -32 -24 34 -34
right_child=11 2 -4 5 7 6 -8 9 10 -11 -12 12 19 14 -16 -17 -18 20 21 -21 -22 28 23 -25 -26 -27 -28 -29 29 -31 31 -33 33 -35 -36
leaf_value=-0.05656422138987291 -0.065340245010102341 0.0054726695945033748 0.016221896155834137 0.039564460929150891 -0.014717651756090503 -0.096518144147850718 -0.018230018534675676 -0.039860078490298288 0.067224117645597201 -0.0019678955622985921 0.012415684544362976 -0.0024319796452339166 -0.037998984397484115 -0.032805663224900548 0.035752209782849952 -0.0064725728883539549 -0.029924267742104316 -0.01928466812832997 0.042278454475272564 -0.0096025692707361228 -0.017953114624744373 0.028914604434877485 0.069589969533826457 0.073301117191820003 -0.014352255207544011 -0.02410104190136754 0.028196591227563912 0.0038652074472350058 -0.057134632738996584 -0.00027798574959907884 0.0082573048426520506 -0.043772225070646618 0.01479735952593701 0.037017736881975773 -0.037285525390172554
leaf_weight=0.66003885370446624 1.0800417859863936 27.599815990875872 26.210213038073562 0.44487460865639095 2.3698492315015756 0.45442514721071425 2.7428135003574421 1.9763390276202795 1.4264975645928673 19.479221763569505 1.2470045567606574 46.574718199821291 3.8565747633019773 1.6976830665080296 3.5356261742126653 7.0323973439371912 2.1918647249694905 5.0087073365430141 0.85327419782697722 9.1669808664055363 16.740796712074371 2.3124708352734187 0.6732841112825535 1.1445190109807297 3.0166304829108412 4.8655999314287319 3.2716692183603291 29.822216574568309 0.76425489083340181 19.37836190480084 12.296015853073184 1.0127021298976604 2.1769645495442096 2.1247882811003365 1.0648119419493012
leaf_count=94 292 5923 5547 57 280 67 442 196 107 1912 145 17832 2732 507 1043 2442 562 1933 252 7245 4652 840 174 286 1222 3026 1055 5274 459 4562 5205 433 469 436 247
internal_value=0 0.00498773 0.00870226 0.00239371 -0.00286999 -0.0209386 -0.0293572 -0.00153256 0.0151683 -0.00545826 0.0416598 -0.00273024 -0.00445412 0.00198542 0.00524795 -0.0143099 0.00233173 -0.00298285 -0.000212229 -0.0180114 -0.00969636 0.00634169 0.0176126 0.0281047 -0.00186576 -0.0044816 0.00436385 0.00189009 0.000793221 -0.00243525 -0.00215028 0.00429821 0.0195402 0.013261 -0.00231007
internal_weight=0 84.6111 57.4521 31.2419 27.159 3.64211 3.19724 26.4989 5.04335 21.4556 2.6735 181.663 133.031 48.6315 40.5191 8.11244 36.9834 120.008 84.9497 13.0236 35.0582 33.5094 11.0543 7.18437 3.8699 51.4403 34.7916 31.5199 22.4551 20.1426 18.3174 13.3087 6.03985 5.36656 3.24178
internal_count=77950 14770 12036 6489 2734 566 509 2640 532 2108 252 63180 52005 11175 8441 2734 7398 42028 29805 9977 12223 8947 3086 1612 1474 20858 6836 5781 5861 5021 7571 5638 1326 1152 716
shrinkage=0.1


Tree=95
num_leaves=36
num_cat=0
split_feature=2 1 2 8 8 12 12 9 7 8 9 8 9 1 2 7 1 11 11 8 9 8 9 7 7 0 2 12 1 8 9 12 8 0 12
split_gain=0.313165 0.194182 0.255099 0.185388 0.198641 0.225542 0.170078 0.189508 0.201371 0.28134 0.278505 0.167636 0.165627 0.277494 0.165089 0.189963 0.222316 0.202873 0.259383 0.264436 0.256276 0.232529 0.201127 0.226542 0.192928 0.189252 0.260478 0.266577 0.247965 0.228391 0.19485 0.191464 0.190438 0.22571 0.221365
threshold=0.071577280759811415 0.10851074755191804 0.0051063860300928363 0.056865744203970801 0.082093954405119407 -0.024420371505978481 0.0029161226132953361 -0.42447059611136456 -0.062731476679175779 0.084133269521867768 0.86150822704179941 -0.38352198649646502 0.034020771433097098 0.024115521460771564 7.9595036368118613e-05 0.035161123160303766 0.0020694554550573234 -0.015856891145924396 8.1384822269621755e-05 -0.28334548148376815 0.46681023936980731 -0.08765836548393359 -0.30471413342285419 0.26966880308126467 -0.095402565794090857 0.024936643429100517 0.056219337508082397 0.0090799035793480021 0.00017655672127148139 -0.031943688709177971 -0.53404084464410584 0.0061960498239166687 -0.29938622429266759 0.013565902132540943 0.0044716199292409954
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 3 -3 14 -5 -6 7 -2 9 -9 12 -4 13 -10 15 17 22 -1 19 24 -20 -21 -17 -24 -19 26 31 29 -27 -28 -30 32 33 34 -16
right_child=6 2 11 4 5 -7 -8 8 10 -11 -12 -13 -14 -15 25 16 -18 18 20 21 -22 -23 23 -25 -26 28 27 -29 30 -31 -32 -33 -34 -35 -36
leaf_value=-0.026636678305693634 0.0015400714516757969 0.018093937092424461 -0.094507401986299144 0.030188700075780801 0.089067915275517134 0.0040151463292054683 0.0013990528387626028 0.014992422030133248 -0.068425253905269809 -0.01577098993121109 0.019885214130522574 -0.011192961545603376 -0.013737750290214682 -0.022617228376104723 0.0053462564374388453 -0.0095030829951059138 0.044182674988869249 0.021683154370435734 -0.016943299036986995 -0.0017320102835041568 0.05124238779562465 0.030141911880288353 0.028713996565940023 -0.031453322990388832 0.07988061664117338 0.067357425924931033 0.063789839542955459 -0.035685832550338407 -0.05491171555089247 -0.0019586957860026114 0.0054697096675681333 0.0044532811509447687 -0.0095761071796684784 0.044361040326873505 -0.052530314509043607
leaf_weight=2.1488361103474736 13.058018772295325 3.2767146354381138 0.24508189949119952 4.7546511519904042 0.31994324014522213 12.220913731332981 23.131287745289228 5.5314216607148392 1.597131958580581 6.4267042794995177 1.8950321206557408 16.549350830737239 16.162307869730284 7.6884563420835548 6.7944439772181777 3.1524499986553556 2.5817578640417187 1.5334943786874649 5.990988082936382 8.3108839470442035 0.60706989847676585 3.1586845795100098 5.3339894918026394 0.70896545078721818 0.90625606856338237 0.64067918123328027 1.5458997348323469 0.55597791820764531 0.54183354176347975 0.80264876082946934 39.126480399481807 19.923966382702929 46.021883100300329 1.3330352962038885 0.73205208421859413
leaf_count=283 4153 999 61 1194 59 3129 10268 2261 505 3566 516 6200 8725 4145 1212 241 301 214 668 1075 93 446 631 107 102 97 296 96 154 213 11001 3695 10876 254 114
internal_value=0 0.00187241 -0.00742905 0.00297222 0.0127838 0.00618502 -0.00574219 -0.00889707 -0.0123649 -0.00154088 -0.0170986 -0.0124088 -0.0198527 -0.0304963 0.00185911 0.00795136 0.0182533 0.00259621 0.00565934 0.0134052 -0.0106697 0.00704597 0.0109732 0.0216551 0.0433009 8.16249e-05 -0.00280246 0.0265792 0.00564172 0.0413194 0.00464495 -0.00394328 -0.00699154 0.00643428 -0.000283012
internal_weight=0 189.819 20.0711 169.748 17.2955 12.5409 75.4904 52.3591 39.3011 11.9581 27.3429 16.7944 25.4479 9.28559 152.452 34.4334 11.7772 22.6562 20.5074 13.9093 6.59806 11.4696 9.1954 6.04295 2.43975 118.019 77.7099 2.90453 40.309 2.34855 39.6683 74.8054 54.8814 8.85953 7.5265
internal_count=77950 43811 7260 36551 4382 3188 34139 23871 19718 5827 13891 6261 13375 4650 32169 4161 1280 2881 2598 1837 761 1521 979 738 316 28008 16756 605 11252 509 11155 16151 12456 1580 1326
shrinkage=0.1


Tree=96
num_leaves=36
num_cat=0
split_feature=3 14 6 1 14 1 14 14 1 6 6 14 3 14 1 2 6 14 1 1 14 6 2 2 13 11 8 6 1 2 6 2 11 11 14
split_gain=0.420768 0.215591 0.211498 0.301043 0.16185 0.153343 0.148838 0.210963 0.505981 0.138101 0.135514 0.128234 0.127079 0.233795 0.182356 0.179892 0.129735 0.121608 0.119025 0.210507 0.142708 0.144221 0.145128 0.139097 0.116195 0.160982 0.114247 0.113408 0.300158 0.353652 0.297473 0.303556 0.275775 0.339945 0.310014
threshold=-0.35406666697235772 0.8845221883584039 0.62712973264010019 0.00094509526388719689 0.853749712323148 3.0231519303924873e-05 0.72824179001492684 0.68470008716272923 0.00012537384463939818 -1.5093364739538693 -0.57519852872506383 0.051863044642852262 0.82796699037953669 0.68470008716272923 0.0031257376540452246 0.82219436764717113 -0.59741937842909953 -0.44872678500933311 0.94340273737907421 0.7443068027496339 0.20716322764885617 1.182222352004523 0.34857486188411718 0.098981335759162917 0.0062119536963680432 0.0094400651190873555 0.48293981278643228 -0.30619488912572362 0.020084890536963943 0.002214336884208024 -0.30081421287555382 0.015870773233473304 -0.0028168896827735833 -0.0053412269156314284 -0.060309287120001949
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 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 -4 6 17 7 -1 -9 11 -8 -7 15 14 -14 18 26 -2 19 27 -21 22 -22 -20 -18 -26 -16 28 32 -30 31 -29 33 -11 -34
right_child=5 2 3 -5 -6 9 10 8 -10 12 -12 -13 13 -15 16 -17 24 -19 23 20 21 -23 -24 -25 25 -27 -28 30 29 -31 -32 -33 34 -35 -36
leaf_value=0.0049359560487779296 0.062825028681666659 0.0050633140495581113 0.018266191484907154 0.10985856783432345 -0.043381662811036524 0.1188327139403088 -0.025744674887009135 0.051671679978974587 -0.097396738204055255 0.0048490087319973977 0.04523266772185762 -0.018705289744274375 -0.13273089154574338 -0.057783475795420459 -0.019776624309231088 0.059967709436417875 0.0018647303511888356 0.010032984553357322 -0.042190284236368565 -0.042826977341310718 -0.036806817386564314 -0.084128621787590688 0.077369429361294706 0.074128320710350526 -0.048808578491057186 0.00660875405195239 -0.084989836960429166 -0.15146878010381559 0.083623504350523403 -0.0059791018074741263 -0.0042478880613597636 -0.019190944864366701 -3.7221572264767781e-05 -0.040396042366499872 0.028870942270525869
leaf_weight=83.645442199358513 0.54743323894217644 1.4220895308026222 0.80038782578048973 0.65048761368962005 0.69659025557120813 0.17669056909107794 0.32558662458905008 0.36286265566013653 0.6112916162237525 9.9018053766558278 1.5475835475663178 0.10998573571851011 0.11763111493200895 1.0405083322475537 2.6868309471356038 0.45917242350696952 9.400813714892136 2.1501549635868278 0.13838227338419429 2.1043454831560662 0.17290447971754463 0.12400063645327464 0.31259567246161168 0.3998898227873724 1.1732183838012127 0.94754449027368526 0.29848644851153938 0.27364125128951755 0.44561137066921119 38.31554906094425 84.082154956176964 0.4739928322887863 6.118251422289176 1.9952169871248795 9.4235601701293472
leaf_count=16567 54 301 122 119 146 135 68 51 130 1772 318 46 64 712 1754 316 6185 343 75 948 74 45 201 170 830 850 150 45 90 13423 28127 152 1215 446 1834
internal_value=0 0.00551578 0.032469 0.0593309 0.00462765 -0.00290958 0.00501431 0.00439712 -0.0418703 -0.00328343 0.0328957 0.0660651 -0.0034001 -0.011983 -0.00872433 -0.00253122 -0.0077188 0.0207463 -0.00271723 -0.00288158 -0.0304857 0.0121235 0.0367071 0.0442244 -0.00290508 -0.0240484 -0.026297 -0.00238556 0.000716396 -0.004949 -0.00480628 -0.0676059 0.00871955 -0.00273891 0.0174908
internal_weight=0 90.0623 2.87296 1.45088 87.1894 173.39 86.4928 84.6196 0.974154 170.693 1.87317 0.286676 170.406 15.665 14.6245 154.741 14.5069 2.69759 154.282 153.744 2.71385 0.609501 0.4855 0.538272 11.5216 2.12076 2.98532 151.03 66.2 38.7612 84.8298 0.747634 27.4388 11.897 15.5418
internal_count=77878 17822 542 241 17280 60056 17134 16748 181 59659 386 181 59478 10545 9833 48933 9769 397 48617 48372 1268 320 275 245 7865 1680 1904 47104 18780 13513 28324 197 5267 2218 3049
shrinkage=0.1


Tree=97
num_leaves=36
num_cat=0
split_feature=2 13 9 8 9 13 1 9 1 9 1 0 8 13 0 2 0 8 9 2 15 8 13 10 9 1 2 13 0 13 0 1 15 13 1
split_gain=0.335798 0.173146 0.298856 0.242702 0.162098 0.176926 0.184221 0.159827 0.338835 0.288039 0.26951 0.217048 0.228332 0.193457 0.193355 0.270451 0.195524 0.191106 0.183677 0.180232 0.199929 0.198981 0.180137 0.178321 0.177655 0.189934 0.173407 0.165403 0.149647 0.149129 0.185218 0.172376 0.225573 0.218845 0.158835
threshold=0.0023940367391332988 -0.013780241506538926 0.070045880015248821 0.15872973107401203 -0.30471413342285419 0.0032515813598525977 0.077666580677032485 -0.53355871336626615 0.010995115619152786 -0.53355938687138649 0.0015492023667320611 0.22649514675140384 0.05847593486241684 0.0005038877087786502 0.14801054447889331 0.10367960110306741 0.028606249019503597 0.12515028928175945 0.85628955194357415 0.075436260551214232 0.53932049304654373 -0.0086564844789433788 0.0039657035958384846 0.74360873226605395 -0.073961043646063401 0.00027593328559305524 0.0098226573318243044 -0.0040448137569585154 0.0061597351450473079 -0.0051929916384556929 0.015021193772554399 0.0047546792775392541 0.41287584123334808 0.0012394789070001957 0.0037429551593959336
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 28 29 6 -6 8 13 22 14 12 -11 -3 15 16 17 19 -12 20 21 27 -10 -18 25 -23 -20 -9 -4 -1 31 34 33 -33 -31
right_child=1 7 3 -5 5 -7 -8 10 9 11 18 -13 -14 -15 -16 -17 23 -19 26 -21 -22 24 -24 -25 -26 -27 -28 -29 -30 30 -32 32 -34 -35 -36
leaf_value=-0.034465000645438802 -0.0039483167019863158 -0.043187562207190722 -0.016921548881597786 -0.064921930305706366 0.0093418471208870073 -0.0044597550708394456 0.040165478214923112 0.033834231015461645 -0.0076127194401592498 0.013232744548914719 -0.0068161471320942624 0.079297266786833465 0.063136729834881472 -0.0030272454943604701 -0.063512742034855033 0.064894564766451154 0.019570865887167783 0.041615088807141251 -0.054765349718942313 -0.04439048129901807 -0.055351630085206605 -0.092257732127308173 0.069387524773982037 0.092145954503037281 0.0047581327802079607 -0.013125434991563038 0.01133928398429568 0.0034485907894072211 0.057859231190806285 0.0014669438701773833 -0.019714752267034383 0.0075176296167580375 -0.018744284824648138 0.056798905632065036 -0.044594165548324752
leaf_weight=1.2858130339300284 3.9610958887678853 1.8720089727721667 0.30636206999042848 0.20500100175195246 45.500541555180462 9.2515011671712255 2.0252798054316363 2.4899699024972524 6.543712001817771 8.3003651712788216 123.77300497577335 0.63206221105065274 1.0306957260472689 3.3387403204105794 0.37571116996696119 0.82403429209079959 1.4985044267814362 1.1258411496964971 0.41670383216114615 0.90446103422436941 0.58111831435235295 0.52869794599246256 0.31861388939432789 0.43736818595789362 1.4421157796605282 0.7115099387592636 8.3199987530642812 6.3859126462339191 2.1150679358215712 16.233289970186899 3.8715479664533623 1.7401481654378579 1.0970038801897315 1.8688363076362291 0.78484240506077085
leaf_count=175 1473 299 90 127 9057 2365 636 376 2235 1477 50342 144 236 487 67 171 274 158 83 135 110 60 114 61 321 103 2149 1207 770 1388 575 188 152 178 95
internal_value=0 -0.00251474 0.0133955 0.0395529 0.00516365 0.00819246 0.0106554 -0.00312462 0.00482705 0.0117277 -0.00429423 0.0225865 0.0187451 -0.0174552 0.00744245 0.00901713 0.00615817 0.00208557 -0.00582699 -0.00132632 0.00188224 0.00475982 -0.00403764 0.0359676 -0.0191079 -0.0468594 0.00818637 0.0119727 0.0483979 -0.00123361 0.000435793 0.00402691 0.0209663 0.0330369 -0.000657303
internal_weight=0 178.439 6.58753 2.62643 83.6588 56.7773 47.5258 171.851 22.0362 16.8254 149.815 9.96312 9.33106 5.21075 17.3052 16.9295 16.1055 14.1696 132.51 13.0438 12.1393 11.5582 6.86233 1.93587 2.68232 1.24021 8.7367 8.87588 2.42143 26.8815 25.5957 21.7241 4.70599 3.60898 17.0181
internal_count=77878 63069 2460 987 14809 12058 9693 60609 4992 4206 55617 1857 1713 786 3043 2976 2805 2470 52574 2312 2177 2067 2349 335 484 163 2232 1583 860 2751 2576 2001 518 366 1483
shrinkage=0.1


Tree=98
num_leaves=36
num_cat=0
split_feature=3 14 1 6 3 10 10 14 6 14 0 10 6 7 0 6 6 11 1 1 6 6 7 6 6 6 3 14 3 3 7 3 6 6 6
split_gain=0.381638 0.186361 0.193621 0.261628 0.169189 0.147738 0.393242 0.351366 0.222879 0.200758 0.208658 0.186201 0.141711 0.139632 0.139413 0.134692 0.131586 0.160404 0.128923 0.122781 0.117307 0.115758 0.160575 0.134679 0.114266 0.232242 0.588928 0.40827 0.314657 0.226518 0.348896 0.259411 0.231677 0.327453 0.224386
threshold=-0.35406666697235772 0.8845221883584039 0.00015092470857780429 0.62712973264010019 -0.77726714900700233 -0.4509362535116449 -0.45095191509853044 0.014516578431018929 -0.88426112931173662 0.04436614221219181 0.086596958339214339 -0.44675192237344402 -0.3144609093851683 0.039621389828944913 0.0038158786483109002 -1.5093364739538693 -0.43273444950000695 0.0036556406282444334 0.04722686484456063 4.0699189412407584e-05 -1.5093364739538693 0.17768127218621957 0.31071899888144333 -0.38023599248229939 0.37854126378178493 0.326467982559764 -0.73254632437601674 -1.0998141659665814 -0.87666873540729273 -0.98746055424544454 -0.134013522950783 -0.99490460063589115 -0.20451068547712012 -1.0281458803831633 0.28474257435141831
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2 2
left_child=1 15 13 4 -4 6 8 16 -2 12 -11 -7 -9 -3 -14 -1 -8 -18 -10 21 -21 23 -23 -13 25 27 28 -17 -27 30 -29 32 33 -32 -31
right_child=5 2 3 -5 -6 11 7 9 18 10 -12 19 14 -15 -16 24 17 -19 -20 20 -22 22 -24 -25 -26 26 -28 29 -30 34 31 -33 -34 -35 -36
leaf_value=-0.047584307436346417 -0.13927537655814756 0.037432836911336226 0.049834936795565422 0.086283674656713383 -0.040670781873527691 -0.052392448315702222 0.047243196036000211 0.13884554583003705 -0.065703681002781608 0.017566413794753127 0.115721194951942 0.011309026266702301 0.11110570933522966 -0.034393288887384514 0.017106569556263985 -0.086248577654492425 0.0093243869336707419 -0.049817512445186916 -0.00076200121922849039 0.059648759719196393 -0.003657032555238342 -0.055236757936502373 0.038384220510379458 0.063994411688080441 -0.00034961067940853083 0.024930923151089746 0.10839437392442726 0.036069505162749253 -0.088567316495310536 0.0034213004229736951 0.050691225010271818 0.021890662324798735 0.022203892696984608 -0.033935041214478837 -0.063960916685793609
leaf_weight=0.49509277525066764 0.16832107811933372 0.48302216270530995 0.46565370452299248 0.95474002101400401 0.37119896287913412 0.77216154715279017 0.40533613809384439 0.32556752162054181 0.41748588839254797 1.759338437987026 0.24698095762869332 1.474540570241516 0.27855095802806351 0.61560454801656306 0.36391828465275466 0.4752906555950166 1.0893806479871262 0.79198632686166082 1.1415879690812287 0.29324490178259921 160.57807989464754 0.44516433207172657 0.31132324924692512 0.72315290675032806 29.285620571139589 1.1979935302297235 0.79039942591771151 5.9045674279987024 0.30682335060555499 36.875672022151782 0.52883276886495956 5.188480487900951 1.6509569652989737 3.3771476621586776 0.50091626260836974
leaf_count=128 42 76 88 170 124 386 53 56 165 465 85 168 20 84 126 58 344 224 733 181 56721 99 60 128 6402 215 130 837 87 7672 88 736 250 513 164
internal_value=0 0.00525899 0.0302384 0.0505067 0.00968972 -0.00279694 0.0114436 0.0250361 -0.0299545 0.0476957 0.0296494 -0.00340156 0.0850976 -0.00281421 0.0578611 0.00442511 -0.00443765 -0.0155722 -0.018152 -0.00317065 -0.00354164 0.0170314 -0.0167082 0.0286452 0.00472423 0.0073404 0.0385007 0.00602816 0.00178929 0.00683995 0.0165415 0.00581089 -0.00920269 -0.0224774 0.00251825
internal_weight=0 89.468 2.89022 1.79159 0.836853 171.586 6.98845 5.26106 1.72739 2.97436 2.00632 164.598 0.968037 1.09863 0.642469 86.5778 2.2867 1.88137 1.55907 163.826 160.871 2.95418 0.756488 2.19769 86.0827 56.7971 2.29522 54.5019 1.50482 54.0266 16.65 10.7454 5.55694 3.90598 37.3766
internal_count=77878 17822 542 382 212 60056 2313 1373 940 752 550 57743 202 160 146 17280 621 568 898 57357 56902 455 159 296 17152 10750 432 10318 302 10260 2424 1587 851 601 7836
shrinkage=0.1


Tree=99
num_leaves=36
num_cat=0
split_feature=0 7 4 4 4 8 0 7 14 5 4 4 4 4 4 4 4 14 15 7 4 4 11 8 15 7 4 15 15 4 8 14 14 4 5
split_gain=0.151124 0.213983 0.210317 0.208702 0.225107 0.191937 0.180407 0.176392 0.155321 0.151407 0.33897 0.301263 0.258747 0.222775 0.217851 0.216661 0.214684 0.192178 0.169539 0.227252 0.164001 0.163817 0.160484 0.155508 0.158199 0.203111 0.143813 0.146901 0.341788 0.334041 0.282215 0.183168 0.281308 0.329384 0.218525
threshold=0.0043423289898782977 0.83063142300074244 0.63078847527503978 0.30814794450998312 0.26298951543867594 -0.36785409179143908 0.55440711975097667 0.75561272567268156 -0.017841834844223265 -0.01423446635073816 -0.015937157877488058 -0.0089355642849113775 -0.033755527809262269 -0.07107196748256682 -0.035107620991766446 -0.010854668915271757 0.014732360839843752 0.18838851974188678 0.19100395224047159 -0.18523876470870382 0.0051602721214294442 0.17974204942584041 -0.0021624905995843804 0.029207116176320221 0.077551597020417265 0.55549673835643809 -0.048847645521163933 -0.14341127738706619 -0.076556871744651867 -0.031320224516093724 -0.15522660973806879 -0.05633639802660792 0.9487323933868359 0.04729161877185107 -0.00081780026348783608
decision_type=2 2 2 2 2 2 2 2 2 2 2 2 2 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 7 -2 -3 9 -4 10 12 15 14 -11 -1 -12 18 -14 -13 -20 -21 26 -19 24 25 -18 -15 -28 -29 30 -30 34 33 -33 -31
right_child=1 6 8 -5 -6 -7 -8 -9 -10 13 11 16 17 21 -16 -17 23 22 19 20 -22 -23 -24 -25 -26 -27 27 28 29 31 -32 32 -34 -35 -36
leaf_value=0.020985700512179642 0.013661550939027539 -0.054947620989074145 0.066026503248124258 -0.033179251310422417 0.056375371393423857 -0.0022390061312359054 0.042048728755071971 0.038356253728702105 -0.0039907635366161062 -0.027251165802019868 -0.015523553552129882 0.025342436316756579 0.023121094869627615 0.03239320721898991 -0.043161552915026144 -0.10121571581221761 -0.029751262184062068 0.048842654195434321 -0.087760124029873821 0.035935765454909875 -0.050275356584841807 -0.054105164708115772 0.1178705001457292 0.037524514780394924 0.0073539352046303854 0.05820084628385061 -0.0077556974206818702 0.03539835142824023 -0.10191415496285175 0.0019471463716392249 -0.0082118078114313663 -0.018560512571170935 0.046284388314784715 0.027939342305687495 0.028299934707697483
leaf_weight=4.9508231726504164 7.9367174515282377 1.2262203707723518 0.80340235424955608 1.4987430198016216 0.82758685245062125 174.58427616419613 0.22729785680712655 1.457979003433137 0.52312138906563521 2.836089564858411 0.86820996859751176 5.7286711959677596 1.1960250436677617 1.5348458011067112 0.59281797509174783 0.44694062256894607 3.7801879940852814 0.80100227484945208 0.3194765556254423 0.70220462256111182 0.32177065261930693 0.52056155174795904 0.58118724452651782 0.72850609010492906 2.7689352153320215 0.28216657624579955 12.706291472088187 3.3070411493972598 0.55649006774183363 8.4385297994595003 0.76093351308372337 8.5358617700985828 0.96116238518152464 1.854268682269322 5.0176801181514739
leaf_count=1045 1638 339 140 334 133 63208 132 192 106 468 202 1139 261 183 100 96 921 142 101 200 93 89 94 161 619 34 1621 540 74 800 112 1356 152 234 819
internal_value=0 -0.0015614 -0.00125925 0.00376184 0.0045163 -0.00154759 -0.0397795 0.00392479 0.0384148 0.00321872 0.00966933 0.00120019 0.0262983 -8.25749e-05 0.014126 -0.0446452 0.00532088 0.0524709 0.0178445 -0.0141279 0.00884506 0.00166095 0.0778677 -0.00639483 -0.0110785 -0.0236422 0.00232565 0.00123047 0.00510995 0.00127587 -0.0477924 0.00388169 -0.00547392 -0.0102619 0.0117738
internal_weight=0 185.301 183.848 74.883 73.3842 182.521 1.45352 72.5567 1.32652 71.0987 24.0689 15.9471 8.12186 47.0298 5.54364 1.31515 14.6319 2.57821 7.07212 1.34345 1.02398 44.1937 1.38219 7.5598 6.83129 4.06235 43.6731 42.1383 29.432 26.1249 1.31742 24.8075 11.3513 10.3901 13.4562
internal_count=77878 65563 65092 12315 11981 64846 471 11848 246 11656 5208 3566 1642 6448 1145 298 3268 497 1533 394 293 5980 236 1735 1574 955 5891 5708 4087 3547 186 3361 1742 1590 1619
shrinkage=0.1


end of trees

feature_importances:
protbert_interface_features_protein_wt_2_pc=354
protbert_core_score_change=343
proteinsolver_core2interface_score_wt=287
protbert_core_features_residue_wt_4_pc=256
protbert_interface_features_protein_wt_3_pc=253
protbert_core_score_mut=248
proteinsolver_interface_score_mut=238
protbert_core_features_residue_change_1_pc=233
protbert_core_features_protein_wt_7_pc=220
protbert_core2interface_features_residue_wt_7_pc=216
proteinsolver_core_score_mut=197
protbert_interface_features_protein_change_7_pc=152
protbert_core_features_residue_change_0_pc=140
protbert_core2interface_features_residue_wt_9_pc=138
protbert_interface_features_protein_change_6_pc=129
protbert_interface_features_protein_change_1_pc=96

parameters:
[boosting: gbdt]
[objective: lambdarank]
[metric: ndcg]
[tree_learner: serial]
[device_type: cpu]
[data: ]
[valid: ]
[num_iterations: 100]
[learning_rate: 0.1]
[num_leaves: 36]
[num_threads: 80]
[force_col_wise: 1]
[force_row_wise: 0]
[histogram_pool_size: -1]
[max_depth: -1]
[min_data_in_leaf: 64]
[min_sum_hessian_in_leaf: 0.001]
[bagging_fraction: 0.937444]
[pos_bagging_fraction: 1]
[neg_bagging_fraction: 1]
[bagging_freq: 4]
[bagging_seed: 3]
[feature_fraction: 0.471773]
[feature_fraction_bynode: 1]
[feature_fraction_seed: 2]
[extra_trees: 0]
[extra_seed: 6]
[early_stopping_round: 0]
[first_metric_only: 0]
[max_delta_step: 0]
[lambda_l1: 3.37002e-08]
[lambda_l2: 1.4147e-07]
[min_gain_to_split: 0]
[drop_rate: 0.1]
[max_drop: 50]
[skip_drop: 0.5]
[xgboost_dart_mode: 0]
[uniform_drop: 0]
[drop_seed: 4]
[top_rate: 0.2]
[other_rate: 0.1]
[min_data_per_group: 100]
[max_cat_threshold: 32]
[cat_l2: 10]
[cat_smooth: 10]
[max_cat_to_onehot: 4]
[top_k: 20]
[monotone_constraints: ]
[monotone_constraints_method: basic]
[monotone_penalty: 0]
[feature_contri: ]
[forcedsplits_filename: ]
[refit_decay_rate: 0.9]
[cegb_tradeoff: 1]
[cegb_penalty_split: 0]
[cegb_penalty_feature_lazy: ]
[cegb_penalty_feature_coupled: ]
[path_smooth: 0]
[interaction_constraints: ]
[verbosity: 1]
[saved_feature_importance_type: 0]
[max_bin: 255]
[max_bin_by_feature: ]
[min_data_in_bin: 3]
[bin_construct_sample_cnt: 200000]
[data_random_seed: 1]
[is_enable_sparse: 1]
[enable_bundle: 1]
[use_missing: 1]
[zero_as_missing: 0]
[feature_pre_filter: 1]
[pre_partition: 0]
[two_round: 0]
[header: 0]
[label_column: ]
[weight_column: ]
[group_column: ]
[ignore_column: ]
[categorical_feature: ]
[forcedbins_filename: ]
[objective_seed: 5]
[num_class: 1]
[is_unbalance: 0]
[scale_pos_weight: 1]
[sigmoid: 1]
[boost_from_average: 1]
[reg_sqrt: 0]
[alpha: 0.9]
[fair_c: 1]
[poisson_max_delta_step: 0.7]
[tweedie_variance_power: 1.5]
[lambdarank_truncation_level: 20]
[lambdarank_norm: 1]
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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:[]
